commit 2adb419f833e01e5fab2023f39048bae2bab5e8b Author: Alter Date: Fri Apr 4 13:28:56 2025 +0300 first commit diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..505a3b1 --- /dev/null +++ b/.gitignore @@ -0,0 +1,10 @@ +# Python-generated files +__pycache__/ +*.py[oc] +build/ +dist/ +wheels/ +*.egg-info + +# Virtual environments +.venv diff --git a/.ipynb_checkpoints/3 лекция (Pandas ч.1)-checkpoint.ipynb b/.ipynb_checkpoints/3 лекция (Pandas ч.1)-checkpoint.ipynb new file mode 100644 index 0000000..690d8c6 --- /dev/null +++ b/.ipynb_checkpoints/3 лекция (Pandas ч.1)-checkpoint.ipynb @@ -0,0 +1,5913 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "ojlhGzdxhkwR" + }, + "source": [ + "# Pandas. Загрузка библиотек" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "xChor81V6mtD" + }, + "outputs": [], + "source": [ + "## Описание и загрузка библиотеки" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Z22T_R766hsO" + }, + "source": [ + " - Pandas - библиотека для обработки и анализа данных. Предназначена для данных разной природы - матричных, панельных данных, временных рядов. Претендует на звание самого мощного и гибкого средства для анализа данных с открытым исходным кодом." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "DqYWosnHhkwU" + }, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ZNKpaic1hkwb" + }, + "source": [ + "В пандас есть две структуры данных:\n", + "- Series: одномерный массив с именованными индексами (чаще всего, данные одного типа)\n", + "- DataFrame: двухмерный массив, имеет табличную структуру, легко изменяется по размерам, может содержать в себе данные разных типов\n", + "\n", + "Оба типа можно создавать вручную с помощью функций из самой библиотеки:\n", + "- pandas.Series(data=None, index=None, dtype=None)\n", + "- pandas.DataFrame(data=None, index=None, columns=None, dtype=None)\n", + "\n", + "- **data** - данные, которые надо записать в структуру\n", + "- **index** - индексы строк\n", + "- **columns** - названия столбцов\n", + "- **dtype** - тип данных\n", + "\n", + "Кроме data, остальные параметры опциональны\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "tMHOWBBWhkwf" + }, + "source": [ + "Мы, конечно, можем сами создавать датафреймы!\n", + "\n", + "Например, кто-то нашел нам кусок данных и просит воспроизвести этот датасет:\n", + "\n", + "\n", + "\n", + "Давайте разберемся, что здесь, что и запишем в известную нам конструкцию - листы. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "9yW-A-fRhkwi" + }, + "outputs": [], + "source": [ + "columns = ['country', 'province', 'region_1', 'region_2'] # Создаем список, в котором будут храниться названия столбцов\n", + "index = [0, 1, 10, 100] # Создаем список, в котором будут индексы строк\n", + "\n", + "# Создаем список с данными, каждая строка таблицы - отдельный список\n", + "data = [['Italy', 'Sicily & Sardinia', 'Etna', 'NaN'], \n", + " ['Portugal', 'Douro', 'NaN', 'NaN'],\n", + " ['US', 'California', 'Napa Valley', 'Napa'],\n", + " ['US', 'New York', 'Finger Lakes', 'Finger Lakes']]" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6jUo7y0uhkwo" + }, + "source": [ + "А теперь соберем в датафрейм" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "jMEdfOOdhkwp", + "outputId": "b5fae3e6-3e8d-4297-d468-0be74894b070", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " country province region_1 region_2\n", + "0 Italy Sicily & Sardinia Etna NaN\n", + "1 Portugal Douro NaN NaN\n", + "10 US California Napa Valley Napa\n", + "100 US New York Finger Lakes Finger Lakes" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame(data, columns = columns, index = index) # Создаем ДатаФрейм (в качестве параметров передаем называние столбцов, индексы и сами данные)\n", + "df # Отображаем наш ДатаФрейм (лучше без использования функции print())" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "TIJhU5vEhkwv" + }, + "outputs": [], + "source": [ + "## Загрузка и запись данных" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "CjIlX-Ar6vd7" + }, + "source": [ + "\n", + "- Функции типа **pd.read_формат** и **pd.to_формат**\n", + "считывают и записывают данные соответственно.
Полный список можно найти в документации:\n", + "https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html\n", + "\n", + "Научимся считывать данные в формате csv (comma separated value) функцией:\n", + "\n", + "- pd.read_csv(): \n", + "\n", + "Аргументов у нее очень много, критически важные:\n", + " - **filepath_or_buffer** - текстовая строка с названием (адресом) файла\n", + " - **sep** - разделитель между данными\n", + " - **header** - номер строки, в которой в файле указаны названия столбцов, None, если нет\n", + " - **names** - список с названиями колонок\n", + " - **index_col** - или номер столбца, или список, или ничего - колонка, из которой надо взять названия строк" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "mWdKBTMNhkwx" + }, + "outputs": [], + "source": [ + "data = pd.read_csv('wine_base.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "g8zunGkmhkw2" + }, + "source": [ + "**Смотрим, что загрузилось**\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "slhGLHJNhkw4", + "outputId": "58af12df-d33f-4a2a-e3f6-5a763ba68831" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
150925150925ItalyMany people feel Fiano represents southern Ita...NaN9120.0Southern ItalyFiano di AvellinoNaNWhite BlendFeudi di San Gregorio
150926150926FranceOffers an intriguing nose with ginger, lime an...Cuvée Prestige9127.0ChampagneChampagneNaNChampagne BlendH.Germain
150927150927ItalyThis classic example comes from a cru vineyard...Terre di Dora9120.0Southern ItalyFiano di AvellinoNaNWhite BlendTerredora
150928150928FranceA perfect salmon shade, with scents of peaches...Grand Brut Rosé9052.0ChampagneChampagneNaNChampagne BlendGosset
150929150929ItalyMore Pinot Grigios should taste like this. A r...NaN9015.0Northeastern ItalyAlto AdigeNaNPinot GrigioAlois Lageder
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "8 US This re-named vineyard was formerly bottled as... \n", + "9 US The producer sources from two blocks of the vi... \n", + "10 Italy Elegance, complexity and structure come togeth... \n", + "11 US From 18-year-old vines, this supple well-balan... \n", + "12 US A standout even in this terrific lineup of 201... \n", + "13 France This wine is in peak condition. The tannins an... \n", + "14 US With its sophisticated mix of mineral, acid an... \n", + "15 US First made in 2006, this succulent luscious Ch... \n", + "16 US This blockbuster, powerhouse of a wine suggest... \n", + "17 Spain Nicely oaked blackberry, licorice, vanilla and... \n", + "18 France Coming from a seven-acre vineyard named after ... \n", + "19 US This fresh and lively medium-bodied wine is be... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "8 Silice 95 65.0 Oregon \n", + "9 Gap's Crown Vineyard 95 60.0 California \n", + "10 Ronco della Chiesa 95 80.0 Northeastern Italy \n", + "11 Estate Vineyard Wadensvil Block 95 48.0 Oregon \n", + "12 Weber Vineyard 95 48.0 Oregon \n", + "13 Château Montus Prestige 95 90.0 Southwest France \n", + "14 Grace Vineyard 95 185.0 Oregon \n", + "15 Sigrid 95 90.0 Oregon \n", + "16 Rainin Vineyard 95 325.0 California \n", + "17 6 Años Reserva Premium 95 80.0 Northern Spain \n", + "18 Le Pigeonnier 95 290.0 Southwest France \n", + "19 Gap's Crown Vineyard 95 75.0 California \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "8 Chehalem Mountains Willamette Valley Pinot Noir \n", + "9 Sonoma Coast Sonoma Pinot Noir \n", + "10 Collio NaN Friulano \n", + "11 Ribbon Ridge Willamette Valley Pinot Noir \n", + "12 Dundee Hills Willamette Valley Pinot Noir \n", + "13 Madiran NaN Tannat \n", + "14 Dundee Hills Willamette Valley Pinot Noir \n", + "15 Willamette Valley Willamette Valley Chardonnay \n", + "16 Diamond Mountain District Napa Cabernet Sauvignon \n", + "17 Ribera del Duero NaN Tempranillo \n", + "18 Cahors NaN Malbec \n", + "19 Sonoma Coast Sonoma Pinot Noir \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez \n", + "8 Bergström \n", + "9 Blue Farm \n", + "10 Borgo del Tiglio \n", + "11 Patricia Green Cellars \n", + "12 Patricia Green Cellars \n", + "13 Vignobles Brumont \n", + "14 Domaine Serene \n", + "15 Bergström \n", + "16 Hall \n", + "17 Valduero \n", + "18 Château Lagrézette \n", + "19 Gary Farrell " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(20) # С помощью метода head выводим первые 20 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "UnU4xLLzhkxG" + }, + "source": [ + "**Информация о загруженных данных**:\n", + "\n", + "- Посчитаем, сколько записей\n", + "- Посмотрим, какого типа данные\n", + "- Проверим, есть ли пропуски" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "Z-MKWiELhkxP", + "outputId": "68ca424e-83eb-4d17-d779-1ea7f1a6b4ae" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(150930, 10)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape (так же как и в numpy-массивах) показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "SEr52zb4hkxT", + "outputId": "d72fe356-c89d-4d61-c62b-a64359f748d2" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "1509300" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "sw8ATDX1hkxJ", + "outputId": "2cfce98c-00bf-4093-8bf5-6573e0cd909f", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 150925\n", + "description 150930\n", + "designation 105195\n", + "points 150930\n", + "price 137235\n", + "province 150925\n", + "region_1 125870\n", + "region_2 60953\n", + "variety 150930\n", + "winery 150930\n", + "dtype: int64" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "OwVkE1MKX6mW", + "outputId": "9a9f1142-de9c-4ffa-e051-bb58af728151" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 100\n", + "description 100\n", + "designation 84\n", + "points 100\n", + "price 96\n", + "province 100\n", + "region_1 92\n", + "region_2 43\n", + "variety 100\n", + "winery 100\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(100).count() # Применим метод .count() к первым ста записям нашего датафрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "5AjpVmYFhkxX" + }, + "source": [ + "- Метод info() заодно показывает, какого типа данные в столбцах" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 306 + }, + "id": "G8RHx3kvhkxZ", + "outputId": "cf46dd23-3acf-4d2e-c8c4-046fa7b1f8d6" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 150930 entries, 0 to 150929\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 country 150925 non-null object \n", + " 1 description 150930 non-null object \n", + " 2 designation 105195 non-null object \n", + " 3 points 150930 non-null int64 \n", + " 4 price 137235 non-null float64\n", + " 5 province 150925 non-null object \n", + " 6 region_1 125870 non-null object \n", + " 7 region_2 60953 non-null object \n", + " 8 variety 150930 non-null object \n", + " 9 winery 150930 non-null object \n", + "dtypes: float64(1), int64(1), object(8)\n", + "memory usage: 12.7+ MB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "cMRzYwQdhkxd", + "outputId": "4afa01d4-ec65-452a-fc89-c503253c1efa" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country object\n", + "description object\n", + "designation object\n", + "points int64\n", + "price float64\n", + "province object\n", + "region_1 object\n", + "region_2 object\n", + "variety object\n", + "winery object\n", + "dtype: object" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "S3TniwKUhkxh" + }, + "source": [ + "Начнем проверять на пропуски! \n", + "\n", + "- .isnull() - выдает табличку, где False - ячейка заполнена, True - ячейка пуста :( Ближайшая родня - isna()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "uq1iywLbYsxS", + "outputId": "fcc31e0d-6e49-4967-ac34-d03865227b1f" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
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2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
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" + ], + "text/plain": [ + " country description designation points price province region_1 \\\n", + "0 False False False False False False False \n", + "1 False False False False False False False \n", + "2 False False False False False False False \n", + "3 False False False False False False False \n", + "4 False False False False False False False \n", + "\n", + " region_2 variety winery \n", + "0 False False False \n", + "1 True False False \n", + "2 False False False \n", + "3 False False False \n", + "4 True False False " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ZjTn7cM5zyta", + "outputId": "b3889e78-08c3-4bdf-c4ec-260d35eed9ea" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 5\n", + "description 0\n", + "designation 45735\n", + "points 0\n", + "price 13695\n", + "province 5\n", + "region_1 25060\n", + "region_2 89977\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "D7aHOhOGY5pe", + "outputId": "ce904bd7-3087-40a2-824e-7f7047f358db" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0\n", + "description 0\n", + "designation 16\n", + "points 0\n", + "price 4\n", + "province 0\n", + "region_1 8\n", + "region_2 57\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(100).isna().sum() # Подсчитаем количество пропусков в каждом столбце для первых ста записей" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ZaiGPw-KY9eQ", + "outputId": "3ffbc798-c5bc-4970-c6c3-1608da30afe4" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0\n", + "description 0\n", + "designation 16\n", + "points 0\n", + "price 4\n", + "province 0\n", + "region_1 8\n", + "region_2 57\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 20, + "metadata": { + "tags": [] + }, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head(100).sum() # Подсчитаем количество пропусков в каждом столбце для первых ста записей (равнозначно предыдущей записи)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "NHeX2czDhkxi", + "outputId": "9995758b-2f88-47ca-ab63-37cb364875dd" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0.000033\n", + "description 0.000000\n", + "designation 0.303021\n", + "points 0.000000\n", + "price 0.090737\n", + "province 0.000033\n", + "region_1 0.166037\n", + "region_2 0.596151\n", + "variety 0.000000\n", + "winery 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # Посчитаем какую часть составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "tvAQTignhkxo", + "outputId": "7d223855-7d97-4529-bb74-572e21ed89a2" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "174477\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() # Подсчитаем сколько всего пропусков (во всех столбцах) в нашем датафрейме\n", + "print(proc) # Отобразим количество посчитанных пропусков" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "EOZz-GAPhkxr", + "outputId": "b7997cfd-a292-48ff-d431-ff425d210a7c" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "11.6%\n" + ] + } + ], + "source": [ + "# Переведем полученное значение в процентное отображение\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "OuW1gRtlhkxz" + }, + "outputs": [], + "source": [ + "### Как оценить пропуски визуально" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 735 + }, + "id": "ToPE3VkWhkx1", + "outputId": "6a5c7213-1a94-4823-e5cf-3d19468a890d" + }, + "outputs": [ + { + "data": { + "image/png": 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AaxLUQEEWigBAF+oWgLHc+gQAAABQhI4aANjhWQt92dWH9bh29uXaCfXoqAEAAA4mpAEYS1ADAAAcTEcGwFhufYKC7Ez1pmAFAAAOldM0nfridUfXn/4iAAAAAHu76dYb87TXdNQAAAAH0wncm05gqMczagAAAACK0FEDBdmZ6s3OFABbYt4DGEtQA0UpemAdgtK+XDdhHa6bvbl2Qj2CGijo/PE5RU9jCp7ejB/AftQtAGMJaqCgCxdPLBYBgBaENABjCWqgKEVPX0I2gP2Z9wBgJqiBgiz0Adgac19fOoEBxhLUAAAAZ6Ijqi8hG9RztPYBAAAAfVnoA4ylowYKsivVm4IVgK0x9wGMo6MGClLsAAAAbJOOGijIQ/kAgC50Avem5oR6BDVQ0Pnjc4qexhQ8AGyNuQ9gHLc+AQAAABShowaKsjMFAACwPYIaKMgzagCATtyy3ZeaE+oR1EBBnlHTm4IHgC1RtwCMJaiBghQ7AEAnNikAxhHUQFEKHgC2xCZFXzpqelNzQj2CGihIwdObggdgf66dfalZAMYS1EBRClYAoAMbTABjCWqgIMVOb0I2ALbEu1UCjCWogYIUOwAAANt0tPYBAAAAfdlgAhhLUAMAAABQhKAGAAAAoAjPqIGiPFC4Ly3gAGyNuqUvdQvUI6iBokyaAEAH3vUJYCy3PgEAAAAUIagBAAAOppsGYCy3PkFR7vXuS8EKwNaoW/pSt0A9OmqgIMUOAADANumogYLsbAAAAGyToAYK0lHTm6ANgK0x9wGMI6iBghQ7AEAX3p4bYCzPqAEAAAAoQlADBbn1CQAAYJvc+gQFaR8GALo4f3zOJlNj6k6oR1ADAAAczDNqAMYS1EBBCh4AtkZHRm/Gry81J9QjqIGCTJgAbI25rzdBDcA4HiYMAAAcTEgDMJaOGijIrU8AQBdqFoCxdNQAAAAH01EDMJaOGijI21z2ZmcRgK1Rt/SlboF6BDVQkGIHgK0x9/VlgwlgLEENFGV3A4AtMe/1ZvwAxhHUAAAAZ6Kjpi8hG9QjqIGiFDx9KXgA2BI1C8BYghoAAFZnsQ8AM0ENFKQjAwDowsOEAcYS1EBBip3eBG0A+3Pt7EvdAjCWoAYKUqwCAABsk6AGCrIz1ZugDQAAOJSgBgqy0AcAANgmQQ0UpaumL0EbAABwKEENFCSkgfU4//oSksI6vOsTwFg5TdOpL153dP3pLwIAAACwt5tuvTFPe01HDRR04eKJnWEAoAXdNL2pOaEeQQ0UpIW4NwUPwP7MewAwE9RAURb7AEAHNpgAxhLUAACwOhsUfQlpAMYS1EBBnlED67Hg6Mt1szfnXl86agDGEtRAQQqe3iwWezN+APtRswCMJagBAGB1QtLehDUA4whqoCgFKwDQhboFYBxBDQAAq9ORAesQskE9R2sfAAAAAAAzQQ0UZFcRAABgm9z6BEUJa/rSQgywP9fOvi5cPDF+AAPpqAEAAAAoQkcNFHT++JyOGgCgDXVLX7qhoB5BDQDssNjoy2IDALgW5DRNp7543dH1p78IAAAAwN5uuvXGPO01z6gBAAAOphMRYCy3PkFBCp7e3H4BwNaoXfpSt0A9OmqgIBMmAADANumogaKENQBAF+oWgHF01EBB2ocBgC6ENABj6aiBghQ8AEAXNph6U3dCPYIaKErR05eCB4CtMfcBjCOoAQAADnb++JwNpsaEbFCPoAaKMmnCOiw2+nLdhHW4bgKMJagBgB0W+wD7c+0EGEdQAwAAHMytT70J2aAeQQ0AAHCwCxdPLPYBBhLUQEEKHgC2RkdGb8avLzUn1COogYJMmLAei42+XDt7M369uXYCjCOoAYAdFosA+3PtBBhHUAMFufUJAOhCN01vak6oR1ADADssOPqy2IB1eNcngLEENVCQxQasx/kHsB8hDcBYghooyK1PAEAXahaAsQQ1UJCCBwDoQkdNb+pOqOdo7QMAAAD6stAHGEtHDQAAcDC3bAOMpaMGAAAAoAgdNVCQnSkAtsZzTnozfn2pOaEeQQ0UZMIEYGvMfX3ZYAIYS1ADBdmV6k2xCgAAHEpQAwVZ6AMAXZw/PmeTqTF1J9QjqIGiFDx9KXgA2BK3PgGMJaiBohQ8AAAA2yOogaJ01PQlZAPYn3mvN+PXl7oF6hHUQFEmTQC2xLzXl5AGYCxBDQAAcCaCNoBxjtY+AAAAAABmOmqgKG3EfdlVBGBLzHsAYwlqoChFDwBbYoOir/PH54xfY2pOqEdQAwVduHhi0gRgU8x7falbAMbyjBoAAOBgQhqAsQQ1AAAAAEW49QkAADiY59P0piMK6hHUQEEmTACgC3ULwFiCGgDYYWe4L4tFWI9rZ1+unVCPoAYKUuz0puDpzfgBALAmQQ0UZKEIAHSidgEYR1ADBV24eKLgAWBTdJP2df74nPFrTM0J9QhqAABYncViX0IagLEENVCQYhUA6ETtAjCOoAaKsjvVl2IVYH/mvd6MX1/qFqhHUANFmTQB2BLzXl9CGoCxjtY+AAAAAABmOmoAAIAz0REFMI6OGgAA4GBCGoCxBDUAAAAARbj1CQq6cPHE7hSsxEMx+3LdhHW4bvbm2gn16KiBgkyYAEAX6haAsXTUQEE6amA9zj2A/eioARhLUAMFWSgCAJ2oXQDGEdRAUXan+lKsArAl5j2AsQQ1UJBbnwAAALZJUAMFCWkA2BqdpLAOdSfUI6gBAGB1Fot96QQGGEtQAwAAnImOqL6EbFCPoAYKsjMFAHShZgEYS1ADAACciY6avgRtUI+gBgoyYQIAnahdAMYR1ADADrvCfVko9ubcg3W4dkI9ghooSsHal4KnN+MH63Du9eXZegBjCWqgKAUPANCFDaa+1JxQz9HaBwAAAPRloQ8wlo4aKEgLMQDQiboFYBxBDRSlhbgvxSoAAHAoQQ0UZbEPwJbYoOjr/PE549eYmhPq8YwaAADgYEIagLEENVCQnQ0AoAt1C8BYghoAAOBgOmoAxvKMGgAAVqcroy9BDcBYOmoAAICDCdkAxhLUAAAAB9NRAzCWoAYKUvAAAF3oqAEYyzNqoKDzx+eENY0pWAHYGnMfwDg6agAAgIPZXAIYS0cNFHTh4omdKQA2xWK/N+PXl5oT6tFRAwAAHMxCH2CsnKbp1BevO7r+9BcBAAAA2NtNt96Yp73m1icAAOBgbnvqTUcU1COogaIUPX0peADYEvMewFiCGihK0QMAdGGDqS81J9QjqIGCvOsTANCJugVgHEENFKTYAWBrdGTAOtSdUI+gBopSsPal4AHYn2tnXzqBAcYS1EBBCh4AoBMbTH2pOaEeQQ0UZMIEYGss9AFgJqiBgnTUALA15j0AmB2tfQAAAEBfuqEAxhLUQEF2FQEAALbJrU9QkFufAIAuzh+f01XTmJoT6hHUQEEKnt4UPAAAwKEENQAArM4GBQDMBDUAAKxON2JvgjaAcQQ1UJSCFdZhsdGX6yasw3UTYCxBDRTkYcKwHucewP5cOwHGEdRAQR4m3JtiFQAAOJSgBgrSUQMAdGKDqS81J9QjqIGCdNT0puAB2J95DwBmghooymIfgC0x7wHATFADAAAcTDdUb0JSqEdQAwAAnInFPsA4ghoAAFanK6M349eXkA3qEdQAALA6i8XeBDUA4whqoCBvzw3A1ljo96VmARgrp2k69cXrjq4//UUAAAAA9nbTrTfmaa/pqIGi7Cz2ZWcRAAA4lKAGirLYBwA6cMs2wFhHax8AAAAAADMdNVCQ2556s6vYm/OvL+cerMe1sy/XTqjHw4QBAAAA7kIeJgwN2Znqy84UwP7Me7AOdQvUI6iBgjyUD4CtMe/1JWQDGMvDhKEgxSoAAMA2CWoAAAAAihDUQEFaiAGALnQCA4zlGTVQkIIHAOjCs/UAxhLUAAAABzt/fE43cGNCNqhHUAMAAJyJxT7AOIIaAADgYLppehOyQT2CGihK0dOXggeALTHvAYwlqIGCPJQPAOjEBlNfak6ox9tzQ0EmTACgCyENwFiCGgAAAIAi3PoEAMDqdGUAwExQA0UpWPty6xrA/lw7+/JsPYCx3PoEBQlpAIAuhDQAY+mogaIUPQBABzaYelNzQj06aqAgEyYAAMA2CWoAAAAAinDrExSkhbg3HVEAbMn543NqF4CBBDVQlMU+ANCBd30CGEtQAwUpdgDYGh0ZvRm/vtSdUI+gBgCA1Vks9iWkARhLUAMAOyw4+rLQBwCuBYIaKMpisS+Lxd6MH8B+PEwYYCxBDRRlsQgAALA9ghooyLsnAABdqFsAxhLUQFFaiPtSrALsz7zXl1ufelO3QD2CGijIhAnA1pj7+hLSAIwlqAEAAM5E0AYwjqAGAIDV6crozfj1JWSDegQ1AACszmKxLyENwFiCGgAA4EwEbQDjCGoAYIed4b4sFGE9rp19uXZCPYIaANihYAXYn2snwDhHax8AAAAAADMdNQAArM6tM32dPz5n/BrTDQX1CGoAAFidxWJfQhqAsQQ1UJSipy+LDQC2xtwHMI6gBopS8AAAHahZAMbyMGEAAACAInTUQEEXLp7YnQIAWnC7dm9qTqhHUANFKXr6UvD05tzry7kH6/CuTwBj5TRNp7543dH1p78IAAAAwN5uuvXGPO01HTVQkFufANgaHRl96ajpTc0J9QhqAABYncVib8YPYBxBDRSk2IH12BXuy7WzN+cerMO1E+oR1ADADgUrrMO5BwCzo7UPALgtu4oAQBfqFoCxdNRAQXYVAdgai/3ejF9f6k6oR1ADAMDqLBZ7E9QAjOPWJwAA4GBCGoCxBDUAAMDBdEMBjCWogYLsTAEAAGyToAYKsjMFAHRhgwlgLA8ThqIUPX0J2gAAgEMJagAAgIPZoAAYS1ADBemmAQA6Ubv0JWiDegQ1UJAJE9ZjsdGXayesw3UTYCxBDRSl6OnLYrE34wcAwJoENVCUxSIA0IW6BWAcQQ0UpaOmL8Vqb869vpx7sB7Xzr5cO6EeQQ0UZdKEdTj3APZz/vicoAZgIEENFKXg6ctCH4AtuXDxxNwHMJCgBopS8AAAXdhg6kvNCfUIagAAWJ2FPgDMBDUAAKzOrn5vgjaAcQQ1UJBipzeLDQC2xtwHMM7R2gcA3JZiBwDowgYTwFg6aqAoYQ0A0IG35+5NzQn1CGqgKAVPXwoeALbG3AcwjqAGCrpw8UTBAwC0oG4BGEtQAwAAnIlO4L6EbFCPoAYAADiYhT7AWIIaKEjBA8DW6MiAdag7oR5BDRSlYO1LwQOwP9fO3tQtAOMIaqAgD+UDALoQ0gCMJaiBgoQ0sB4Ljr5cO3tz7gHATFADADss9mEdzj0AmAlqoCg7i31ZbACwJWqW3tQtUI+gBooyaQIAHahZAMYS1EBRdqf6UrACAACHEtRAURb7AEAHNpd6U3NCPUdrHwAAAAAAMx01UJTdqb7sTAGwJeY9gLEENVCUogcA6MIGU19qTqhHUANFKXj6UvAAsDXmPoBxBDVQlIIHAOjCBlNfak6oR1ADAACcicU+wDje9QkAADiYbhqAsQQ1AADAwXTTAIzl1icAAFanK6Ov88fnjF9jgjaoR1ADRSl4+lLwAOzPtbOvCxdPjB/AQIIaKErBA8CW2KDoS0dNb2pOqEdQAwDA6iwWezN+AOMIagAAWJ2OjL501PQmZIN6BDVQkHu9Adga8x4AzAQ1UJSdqb4sNgDYEhtMAGMJaqAgxQ4A0IkNpr7UnVCPoAYAdlhs9GWxAQBcC47WPgAAAAAAZjpqAGCHrgwAANYkqAGAHW596kvIBgBcCwQ1ALDDYh9gP66bAGMJaqAgb3MJAHSiG7EvNSfUI6iBgkyYAEAXNpgAxvKuTwAAwMGENABjCWqgIO3DAEAX6haAsdz6BAWdPz6n6GnMziIAAHAoQQ0UZbEPAHRhg6kvNSfUI6gBgB0WG31ZbAAA1wJBDRRlsdiXxWJvxg9gP66bAGMJaqAoRQ8AAMD2CGqgIN00vQnZANiSCxdPzH0AA3l7bgAA4GBCGoCxBDUAAMDBdAIDjCWogYLsTAEAAGyToAYKsjMFAHRhgwlgLA8ThqIUPQBABx4mDDCWoAYKUuwAsDW6SXszfn2pO6Eetz5BQYodAACAbdJRAwXZ2akAU34AABM+SURBVABga8x9fdlgAhhLUAMAwOos9gFgJqiBghSrvdkVBtifa2df6haAsQQ1UJBiFQAAYJs8TBgKsjMFAHRhgwlgLB01UJSwpi8FKwBbcuHiibkPYCBBDRSk2AEAujh/fM4GU2PqTqhHUAMAABxMRw3AWIIaKMiuVG+KVQAA4FCCGijIQh+ArbFJ0Zvx60vdCfV41ycAAACAInTUAACwOrv6ADAT1EBRWoj7stjozbnXl3MP1uG62ZtrJ9QjqIGCvHsCrMe5B+uw2O/L23MDjOUZNVCQhSIA0IWQBmAsHTUAAKzOJkVfghqAsQQ1UJBbnwDYGov9vtz6BDCWoAaKUvD0JWQD2J9rZ2/GD2AcQQ0UpNgBAADYJkENFKWjpi9BGwBbo27pS90C9QhqoCDPqIH1WGz05brZm3OvL+cewFiCGgAAVmexDwAzQQ0UpFiF9Tj/YB06agBgdrT2AQAAAH0JuAHG0lEDBdlV7E3BCrA/186+PFsPYCxBDRSk2IH1CEr7cu2E9bh29uXaCfUIaqAoBU9fCp7ejB+sw7wHADNBDRSkWAVga4SkADAT1EBRClYAoAPPqAEYy7s+QUGKHQAAgG0S1EBBbn0CAADYJrc+QUE6agCATmwy9aXuhHoENVCQYqc3BQ8AW2PuAxhHUAMFKXYA2BqbFL0Zv77UnVCPoAYAgNVZLALAzMOEoSC7UgAAANukowYKsqsIwNbYpIB1qDuhHh01AAAAAEXoqIGi7Cz2ZWcKYH+unX2pWQDGEtRAUQpWAKADNQvAWIIaAADgYDpqehO0QT2CGihIwdObggcAADiUoAYKstAHADpRuwCMI6gBAAAOdv74nG7gxoRsUI+gBgAAONiFiycW+wADCWoAAIAz0VHTl5AN6hHUQEF2pgDYGgt9AJgdrX0AAAAAAMx01EBRdhb70g0FAAAcSlADAMDqhNwAMBPUQEHe5hKArTHvwTqEpFCPoAaKMmkCsCXmvd4EbQDjCGqgIO/6BAB0om4BGEdQAwAAnImOmr6EbFCPt+eGgkyYAEAXQhqAsXTUAMAOC46+hNwAwLVAUAMFeUYNrMe5B7A/106AcQQ1UJBiB4Ct0c3Wm/HrS90J9XhGDRSk2AEAurDQBxhLRw0UpOABYGvMfQAw01EDAAAAUISOGijK7U992RUGYEvULABjCWqgIO/6BMDWWOz3df74nPEDGMitTwAAAABF5DRNp7543dH1p78IAAAAwN5uuvXGPO01tz4BAAAHc9tTb263h3oENVCUoqcvBQ8AW+IZNQBjCWqgIA8TBgAA2CYPE4aChDQAQBe6aQDG0lEDBSl4ehO0AQAAhxLUQEEW+gAAANvk1icoSEcNANCFDSaAsXTUQEHePaE3BSsAW+JNEADGEtRAUQoeAKALG0x9qTmhHkENFKXg6UvBAwAAHEpQAwVpIQYAunDLNsBYghooSsHTl5ANAAA4lKAGCrLQB2BrbFD0pW4BGEtQAwUpVntTsALsz7WzL7dsA4wlqAEAYHU2KfryjJrehGxQj6AGCjJhArA15r6+hDQAYwlqoCAtxABAF2oWgLGO1j4AAACgLx01AGMJaqAgO1MAQBfqFoCxBDUAAMDBdNQAjOUZNVCUoqcvO4sAbIl3fepN3QL1CGoAAICDeRMEgLEENVCQggeArdGR0Zvx60vNCfUIaqAgLcS9KXgAAIBDCWqgIB01AAAA2ySogaJ01PQlZAPYn2tnXzaYAMby9twAAMDBhDQAY+mogYI8owbW49zry2IR1uG62ZtrJ9QjqAGAHQpWWIfFPgDMBDVQkGIVgK0RkvblGTUAYwlqoCC3PgEAnahb+hKyQT05TdPax7CazHz8NE1PXfs4OIzx68vY9Wb8+jJ2vRm/3oxfX8auN+PX15bHbuvv+vT4tQ+AMzF+fRm73oxfX8auN+PXm/Hry9j1Zvz62uzYbT2oAQAAAChDUAMAAABQxNaDmk3e73YNMX59GbvejF9fxq4349eb8evL2PVm/Pra7Nht+mHCAAAAAJVsvaMGAAAAoAxBDQAAAEARgprLZObXZua91j6Oa0FmPikzn3CV/u5/m5mfcQef86jM/Mh9/gyHjVtmPiQz/9NVOBZjWERmPm13LE75nEfd0eewHufPtSEzX772MXDHRp9vmfngzHxFZv7l1aqteLerMH6PyczXLj9enpnnRv3dXFlm/o/MfN87+Jx/c1cdD+/pzozPVnlGzWUy800R8ZBpmv7wdl672zRN77zrj6qnzHxSRLx1mqbvGvz33qlxyMwbIuJ50zQ9e+S/f627WuN24LHcEMawDeNVl/mrJuPSQ2ZmzDXzrSsew/tHxIdExKMi4i0V5uguiozfJ0XEG6ZpektmfmZEPGmapo9f63i2YJ9xz8y3TtP0PnfBYXGVZObdp2l6x9rHMVLLjprMfNySSJ9k5g9n5odk5guW33tBZj5g+bwbMvPRO3/urcvPD8vMF2XmszPzjZn5zJx9dUQcR8QLM/OFl/7Mkqq/MiKemJnP3fn7rsvM59ylX3xxmfkNmfmrmfmzEfERy+89KDN/JjNfnZkvycwHL79/fWb+8jKOL15+726Z+V2Z+bplPL9q+f03ZeY3ZeZLI+L63bFdXvv2zHzV8uNDlwnxsyPiOzPzluUYdv/MwzPzNcu/8/TMvMfO3/UtmXnz8tqD7+rv4RoGjNvDMvN5y8f3z8yblu/hUzLztzLzfpn5wMx8Q2b+YGb+SmY+PzPvufyZL83MX1z+zp/IzHsZw6trGY83ZuYzlnPt2cv3/bTv64sy8yHLx2/NzG9dxusXMvMDThmvr87M1y9//7PW/HqvZVcYyytdNx+a867uyXLdvPdy/f3O5Vx8bWZ+2cpfWmt7jMvnLefbL2fmty9/9isy8zt2/q4vzMzvWT6+Yi2zvGZ8z2hnzvq+iLg5Ir5x53v3LTuf943L9/+mzPzRXLpdRs9X0zT9/jRNvxgRb7+qX/g1ouD4vXyaprcsv/yFiPibV+trv9bkXON/5c6vn5SZ35zzmu/S9/5zltcuH/cPXsbpfsvrj12uibfkXKPeLTO/LSLuufzeMzPz32Xm1+z8e9+a8xqRA2Tm1136/mXmkzPz55aPH56ZP3JpfPLK64TT1iQ3ZOZ357xu/87M/LXMvP/y2lFm/vqlsW9pmqZWPyLioyLiVyPifsuv7xsR/z0ivmD59RdHxH9bPr4hIh6982ffuvz8sIj4k5gvkkcR8YqI+OTltTdd+ruXX08R8bnLxxkRb4yI+y+//q8R8ci1vydVfkTEx0XE6yLiXhFxn4j49Yh4QkS8ICI+bPmcj4+In1s+fl1EfNDy8fsuP39FRPxERNz90vjujMvX7fxb7xrb5bVvWD5+XMw7+rc3/jdExKMj4r0j4nci4sOX3/8vEfG1O3/XVy0ff2VEPG3t72uTcXvYzvf9eyPi65eP/8FyDt0vIh4YEe+IiI9ZXvvxiHjs8vH77RzPv98ZA2N49cb9gcvY/L3l10+PiCde4fv6opi7DWP5c49cPv6OiHjiKeN1MSLusft/xY+7bCyfEKdcNyPir0TEb0TEQ5ffv09E3D0iHr8zlveIiF+KiL+19tfX9cedGZeYN4d+OyLuv4zBz8XcMXH/iPj1nb/rp+PddcoVaxnjO3T8bo2IT4iIR8T8FrG5fK+fFxGfGhEPiYhbIuKeEXHviPi1iHjC8ucvnW9D56uIeNKlf8OPfuO3fO4T7uzn+jFFRHxsRPz8zq9fHxEPiIj7LL++X8y1a+6O+87nv2n5nL8T85rxvZbf/76IeNzy8Vsv+79z8/LxUUT8r9ipU/3Ye/w+ISJuXD5+SUS8KiLeKyK+OSK+bGd8HhinrxNOW5PcsJz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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt # Загружаем модуль matplotlib.pyplot\n", + "import seaborn as sns # Загружаем модуль seaborn\n", + "%matplotlib inline\n", + "\n", + "fig, ax = plt.subplots(figsize=(20,12)) # Создаем область под график\n", + "sns_heatmap = sns.heatmap(data.isnull(), yticklabels=False, cbar=False, cmap='viridis') # Визуализируем прпуски\n", + "plt.show() # Отображаем график" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "E8w2yGJ1hkx6" + }, + "source": [ + "Что с ним делать?\n", + "\n", + "Выбора не очень много:
\n", + "\n", + "1) Удалять: \n", + "- dropna(axis=0, how='any'): axis = 0 - удаляем построчно, axis = 1 выкидываем столбец; how ='any' - выкидываем, если есть хотя бы одна ячейка пустая. how = 'all' - выкидываем, если есть полностью пустая строка или столбец\n", + "\n", + "2) Вставлять информацию самим:\n", + "- fillna() - это отдельное искусство, как заполнять. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 495 + }, + "id": "uZgh1E3nhkx6", + "outputId": "3a6709c7-3fbc-4260-bcd9-69c47228b013" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroPythonTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolPythonProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroPythonTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroPythonTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroPythonTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
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11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
20USHeitz has made this stellar rosé from the rare...Grignolino9524.0CaliforniaNapa ValleyNapaRoséHeitz
25New ZealandYields were down in 2015, but intensity is up,...Maté's Vineyard9457.0KumeuNaNNaNChardonnayKumeu River
30BulgariaThis Bulgarian Mavrud presents the nose with s...Bergulé9015.0BulgariaNaNNaNMavrudVilla Melnik
35ItalyForest floor, tilled soil, mature berry and a ...Riserva90135.0TuscanyBrunello di MontalcinoNaNSangioveseCarillon
40SpainEarthy plum and cherry aromas score points for...Amandi9017.0GaliciaRibeira SacraNaNMencíaDon Bernardino
45ItalyA blend of 90% Sangiovese and 10% Canaiolo, th...Vigneto Odoardo Beccari Riserva9030.0TuscanyChianti ClassicoNaNRed BlendVignavecchia
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2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
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2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
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descriptionpoints
0This tremendous 100% varietal wine hails from ...96
5Deep, dense and pure from the opening bell, th...95
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" + ], + "text/plain": [ + " description points\n", + "0 This tremendous 100% varietal wine hails from ... 96\n", + "5 Deep, dense and pure from the opening bell, th... 95\n", + "10 Elegance, complexity and structure come togeth... 95\n", + "15 First made in 2006, this succulent luscious Ch... 95\n", + "20 Heitz has made this stellar rosé from the rare... 95" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.iloc[::5, [1,3]].head() # Отобразим каждую 5 строку и 1 и 3 столбец" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "sIao6149hkyy" + }, + "source": [ + "#### Отбор с условиями\n", + "\n", + "Так, а если мне нужны вина дороже $15 долларов? Как быть?" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": { + "id": "YsIrLdRnhkyy" + }, + "outputs": [], + "source": [ + "#задаем маску\n", + "mask = data['price'] > 15" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 119 + }, + "id": "nfVB6YBbhky0", + "outputId": "ebfb750f-f4f2-43a3-c62b-4e39273046de" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0 True\n", + "1 True\n", + "2 True\n", + "3 True\n", + "4 True\n", + "Name: price, dtype: bool" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mask.head() # Отобразим маску" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 359 + }, + "id": "FADnit0Ghky2", + "outputId": "16cf6881-4c3c-408e-f661-4141182143d5" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
.................................
150924FranceReally fine for a low-acid vintage, there's an...Diamant Bleu9170.0ChampagneChampagneNaNChampagne BlendHeidsieck & Co Monopole
150925ItalyMany people feel Fiano represents southern Ita...NaN9120.0Southern ItalyFiano di AvellinoNaNWhite BlendFeudi di San Gregorio
150926FranceOffers an intriguing nose with ginger, lime an...Cuvée Prestige9127.0ChampagneChampagneNaNChampagne BlendH.Germain
150927ItalyThis classic example comes from a cru vineyard...Terre di Dora9120.0Southern ItalyFiano di AvellinoNaNWhite BlendTerredora
150928FranceA perfect salmon shade, with scents of peaches...Grand Brut Rosé9052.0ChampagneChampagneNaNChampagne BlendGosset
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103342 rows × 10 columns

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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "... ... ... \n", + "150924 France Really fine for a low-acid vintage, there's an... \n", + "150925 Italy Many people feel Fiano represents southern Ita... \n", + "150926 France Offers an intriguing nose with ginger, lime an... \n", + "150927 Italy This classic example comes from a cru vineyard... \n", + "150928 France A perfect salmon shade, with scents of peaches... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "... ... ... ... ... \n", + "150924 Diamant Bleu 91 70.0 Champagne \n", + "150925 NaN 91 20.0 Southern Italy \n", + "150926 Cuvée Prestige 91 27.0 Champagne \n", + "150927 Terre di Dora 91 20.0 Southern Italy \n", + "150928 Grand Brut Rosé 90 52.0 Champagne \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "... ... ... ... \n", + "150924 Champagne NaN Champagne Blend \n", + "150925 Fiano di Avellino NaN White Blend \n", + "150926 Champagne NaN Champagne Blend \n", + "150927 Fiano di Avellino NaN White Blend \n", + "150928 Champagne NaN Champagne Blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "... ... \n", + "150924 Heidsieck & Co Monopole \n", + "150925 Feudi di San Gregorio \n", + "150926 H.Germain \n", + "150927 Terredora \n", + "150928 Gosset \n", + "\n", + "[103342 rows x 10 columns]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#и отбираем данные\n", + "temp = data[mask] # Выбираем данные из датафрейма в соответствии с маской и записываем их в новый даатафрейм temp\n", + "temp # Отображаем temp" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "EHT3VYtNhky4", + "outputId": "84091e0c-6995-4d73-b63a-c69aeec6ecd4" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
898ItalyAromas of crushed plum, asphalt, oak, toast, e...Sorì Tildin92500.0PiedmontLangheNaNRed BlendGaja
2145FranceFull of ripe fruit, opulent and concentrated, ...NaN100848.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau Haut-Brion
2155FranceThere is a sense of pure juicy black-currant f...NaN97450.0BordeauxMargauxNaNBordeaux-style Red BlendChâteau Margaux
2159FranceWith seriously dense tannins, this shows great...NaN97330.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau Haut-Brion
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
2145FranceFull of ripe fruit, opulent and concentrated, ...NaN100848.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau Haut-Brion
2155FranceThere is a sense of pure juicy black-currant f...NaN97450.0BordeauxMargauxNaNBordeaux-style Red BlendChâteau Margaux
2159FranceWith seriously dense tannins, this shows great...NaN97330.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau Haut-Brion
2434FranceWith 83% Sémillon in the blend, this wine has ...NaN97698.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau La Mission Haut-Brion
2673FranceAs with Clos de Vougeot in red, every producer...NaN90238.0BurgundyCorton-CharlemagneNaNChardonnayJean-Luc and Paul Aegerter
2733FranceRichly endowed, the wine is beautifully concen...NaN95202.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau La Mission Haut-Brion
2742FranceThis is a powerfully structured wine from a 18...NaN95250.0BordeauxPomerolNaNBordeaux-style Red BlendChâteau Trotanoy
7796FranceThis is full of fruit and weighty tannins. Com...NaN96240.0BurgundyChambertinNaNPinot NoirDomaine Rossignol-Trapet
7798FranceInitially, this is a richly ripe wine with tro...NaN96315.0BurgundyChevalier-MontrachetNaNChardonnayBouchard Père & Fils
8071FranceRounded and rich, it is full of dark fruits an...Clos des Cortons Faiveley95225.0BurgundyCorton-RognetNaNPinot NoirDomaine Faiveley
8072FranceThis is the big one, one of the most treasured...NaN95520.0BurgundyMontrachetNaNChardonnayLouis Latour
8074FranceA small, acre-sized parcel gives a wine that h...NaN95300.0BurgundyChambertin Clos de BèzeNaNPinot NoirChanson Père et Fils
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" + ], + "text/plain": [ + " country ... winery\n", + "0 US ... Heitz\n", + "16 US ... Hall\n", + "18 France ... Château Lagrézette\n", + "2145 France ... Château Haut-Brion\n", + "2155 France ... Château Margaux\n", + "2159 France ... Château Haut-Brion\n", + "2434 France ... Château La Mission Haut-Brion\n", + "2673 France ... Jean-Luc and Paul Aegerter\n", + "2733 France ... Château La Mission Haut-Brion\n", + "2742 France ... Château Trotanoy\n", + "7796 France ... Domaine Rossignol-Trapet\n", + "7798 France ... Bouchard Père & Fils\n", + "8071 France ... Domaine Faiveley\n", + "8072 France ... Louis Latour\n", + "8074 France ... Chanson Père et Fils\n", + "\n", + "[15 rows x 10 columns]" + ] + }, + "execution_count": 44, + "metadata": { + "tags": [] + }, + "output_type": "execute_result" + } + ], + "source": [ + "data[(data.price > 200) & ((data.country == 'US') | (data.country == 'France'))].head(15) # Составное условие" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Da0WfR_5hky_" + }, + "outputs": [], + "source": [ + "### Мультииндексация" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "gIqtjR45hky_", + "outputId": "48a1fdf1-4c7f-4c3c-8e76-b9e773cb15c7" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head() # Отобразим наш датафрем" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "JizHrXguhkzC", + "outputId": "4b793963-14d9-4f87-bb3f-b26bb14d2d8e" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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descriptiondesignationpointsprovinceregion_1region_2varietywinery
countryprice
Albania20.020220022
Argentina4.032333033
5.091999099
6.0741974747407474
7.0611961616106161
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230.022222022
250.011111011
Australia5.011011111101111
6.092999099
7.0512151515105151
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" + ], + "text/plain": [ + " description designation points province region_1 \\\n", + "country price \n", + "Albania 20.0 2 0 2 2 0 \n", + "Argentina 4.0 3 2 3 3 3 \n", + " 5.0 9 1 9 9 9 \n", + " 6.0 74 19 74 74 74 \n", + " 7.0 61 19 61 61 61 \n", + "... ... ... ... ... ... \n", + " 230.0 2 2 2 2 2 \n", + " 250.0 1 1 1 1 1 \n", + "Australia 5.0 11 0 11 11 11 \n", + " 6.0 9 2 9 9 9 \n", + " 7.0 51 21 51 51 51 \n", + "\n", + " region_2 variety winery \n", + "country price \n", + "Albania 20.0 0 2 2 \n", + "Argentina 4.0 0 3 3 \n", + " 5.0 0 9 9 \n", + " 6.0 0 74 74 \n", + " 7.0 0 61 61 \n", + "... ... ... ... \n", + " 230.0 0 2 2 \n", + " 250.0 0 1 1 \n", + "Australia 5.0 0 11 11 \n", + " 6.0 0 9 9 \n", + " 7.0 0 51 51 \n", + "\n", + "[100 rows x 8 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_ = data.groupby(['country', 'price']).count() # Сграппируем данные сначала по странам, а затем по price\n", + "data_.head(100) # Отобразим первые 50 строк нового датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 450 + }, + "id": "hE9aG1imhkzG", + "outputId": "b2abe0e9-93f7-4044-e88c-844918452e52" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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descriptiondesignationpointsprovinceregion_1region_2varietywinery
price
4.092999999
5.03316333333323333
6.05813585858585858
7.020658206206206203206206
8.0458188458458456444458458
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350.050555455
450.010111111
500.032333333
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2013.011111111
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" + ], + "text/plain": [ + " description designation points province region_1 region_2 \\\n", + "price \n", + "4.0 9 2 9 9 9 9 \n", + "5.0 33 16 33 33 33 32 \n", + "6.0 58 13 58 58 58 58 \n", + "7.0 206 58 206 206 206 203 \n", + "8.0 458 188 458 458 456 444 \n", + "... ... ... ... ... ... ... \n", + "350.0 5 0 5 5 5 4 \n", + "450.0 1 0 1 1 1 1 \n", + "500.0 3 2 3 3 3 3 \n", + "625.0 2 2 2 2 2 2 \n", + "2013.0 1 1 1 1 1 1 \n", + "\n", + " variety winery \n", + "price \n", + "4.0 9 9 \n", + "5.0 33 33 \n", + "6.0 58 58 \n", + "7.0 206 206 \n", + "8.0 458 458 \n", + "... ... ... \n", + "350.0 5 5 \n", + "450.0 1 1 \n", + "500.0 3 3 \n", + "625.0 2 2 \n", + "2013.0 1 1 \n", + "\n", + "[149 rows x 8 columns]" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_.loc['US'] # Отобразим все данные для 'US'" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 170 + }, + "id": "ZteYvkfehkzL", + "outputId": "938087ed-492f-4ddf-c3f1-16ca3b38f331" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "description 318\n", + "designation 261\n", + "points 318\n", + "province 318\n", + "region_1 318\n", + "region_2 317\n", + "variety 318\n", + "winery 318\n", + "Name: (US, 100.0), dtype: int64" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_.loc['US', 100] # Отобразим данные для 'US', у кого 100 points" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6o6JX1OnhkzP" + }, + "outputs": [], + "source": [ + "#### Как изменять значения в табличке" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "sVulAc0HsaLu", + "outputId": "6fca9bb4-357b-4398-e509-6191a1ee9e74" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_backup = data.copy() # Создаем копию нашего датафрейма и записываем в переменную data_backup\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 297 + }, + "id": "eMhSX4jqhkzP", + "outputId": "5ee71b23-0935-46c4-925f-912e28eeda25" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USkotikiMartha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...1299690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...newnewnewOregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...newnewnewProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
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" + ], + "text/plain": [ + " country description \\\n", + "0 US kotiki \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 129 96 90.0 California \n", + "3 new new new Oregon \n", + "4 new new new Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez " + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.iloc[0,1] = 'kotiki' # Вставляем новое значение в 0 строку и 1 стоблец\n", + "data.iloc[2,2] = '129' # Вставляем новое значение в 2 строку и 2 стоблец\n", + "data.iloc[3:5,2:5] = 'new' # Вставляем новое значение с 3 по 5 строку и со 2го по 5ый стоблец\n", + "data.head(8)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": { + "id": "RZvBCkMCsiOT" + }, + "outputs": [], + "source": [ + "data = data_backup.copy() # Восстанавливаем данные из копии" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "SNliNx3TPCTX", + "outputId": "2f0ccacf-df6b-4499-c844-12be866957dc" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
\n", + "
" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "qXlU-wqyhkzT", + "outputId": "b65e6f8a-0562-43d7-b09a-ff2c8f9eab35" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard2001000.0CaliforniaNapa ValleySyberiaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva2001000.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySyberiaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleySyberiaPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
\n", + "
" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 200 1000.0 California \n", + "1 Carodorum Selección Especial Reserva 200 1000.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety winery \n", + "0 Napa Valley Syberia Cabernet Sauvignon Heitz \n", + "1 Toro NaN Tinta de Toro Bodega Carmen Rodríguez \n", + "2 Knights Valley Syberia Sauvignon Blanc Macauley \n", + "3 Willamette Valley Syberia Pinot Noir Ponzi \n", + "4 Bandol NaN Provence red blend Domaine de la Bégude " + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.loc[data.country == 'US', 'region_2'] = 'Syberia'\n", + "data.loc[data.price > 100, 'points'] = 200\n", + "data.loc[data.price > 100, 'price'] = 1000\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6PumqSIU7Q7U" + }, + "outputs": [], + "source": [ + "## Перевод в Numpy\n" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 51 + }, + "id": "Obs9TzQ9E8ss", + "outputId": "7ea94ae7-0ee5-4773-be88-14ab92522349" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(150930, 10)\n" + ] + }, + { + "data": { + "text/plain": [ + "dtype('O')" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np_data = data.values # Получаем данные из датафрейма и записываем их в переменную np_data\n", + "print(np_data.shape) # Выводим размерность np_data\n", + "np_data.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 105 + }, + "id": "y1n1cNpdrFqQ", + "outputId": "f6f3c2df-9732-40ed-8569-5d53223b9a24" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['US'\n", + " 'This tremendous 100% varietal wine hails from Oakville and was aged over three years in oak. Juicy red-cherry fruit and a compelling hint of caramel greet the palate, framed by elegant, fine tannins and a subtle minty tone in the background. Balanced and rewarding from start to finish, it has years ahead of it to develop further nuance. Enjoy 2022–2030.'\n", + " \"Martha's Vineyard\" 200 1000.0 'California' 'Napa Valley' 'Syberia'\n", + " 'Cabernet Sauvignon' 'Heitz']\n" + ] + } + ], + "source": [ + "print(np_data[0]) # Выводим 0ой элемент из массива" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 717 + }, + "id": "UsAcU8mBnWwn", + "outputId": "4eec37c8-c418-4140-de98-c4ec5b6bbe8b" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['US'\n", + " 'This tremendous 100% varietal wine hails from Oakville and was aged over three years in oak. Juicy red-cherry fruit and a compelling hint of caramel greet the palate, framed by elegant, fine tannins and a subtle minty tone in the background. Balanced and rewarding from start to finish, it has years ahead of it to develop further nuance. Enjoy 2022–2030.'\n", + " \"Martha's Vineyard\" 200 1000.0 'California' 'Napa Valley' 'Syberia'\n", + " 'Cabernet Sauvignon' 'Heitz']\n", + "['Spain'\n", + " 'Ripe aromas of fig, blackberry and cassis are softened and sweetened by a slathering of oaky chocolate and vanilla. This is full, layered, intense and cushioned on the palate, with rich flavors of chocolaty black fruits and baking spices. A toasty, everlasting finish is heady but ideally balanced. Drink through 2023.'\n", + " 'Carodorum Selección Especial Reserva' 200 1000.0 'Northern Spain' 'Toro'\n", + " nan 'Tinta de Toro' 'Bodega Carmen Rodríguez']\n", + "['US'\n", + " 'Mac Watson honors the memory of a wine once made by his mother in this tremendously delicious, balanced and complex botrytised white. Dark gold in color, it layers toasted hazelnut, pear compote and orange peel flavors, reveling in the succulence of its 122 g/L of residual sugar.'\n", + " 'Special Selected Late Harvest' 96 90.0 'California' 'Knights Valley'\n", + " 'Syberia' 'Sauvignon Blanc' 'Macauley']\n", + "['US'\n", + " \"This spent 20 months in 30% new French oak, and incorporates fruit from Ponzi's Aurora, Abetina and Madrona vineyards, among others. Aromatic, dense and toasty, it deftly blends aromas and flavors of toast, cigar box, blackberry, black cherry, coffee and graphite. Tannins are polished to a fine sheen, and frame a finish loaded with dark chocolate and espresso. Drink now through 2032.\"\n", + " 'Reserve' 96 65.0 'Oregon' 'Willamette Valley' 'Syberia' 'Pinot Noir'\n", + " 'Ponzi']\n", + "['France'\n", + " 'This is the top wine from La Bégude, named after the highest point in the vineyard at 1200 feet. It has structure, density and considerable acidity that is still calming down. With 18 months in wood, the wine has developing an extra richness and concentration. Produced by the Tari family, formerly of Château Giscours in Margaux, it is a wine made for aging. Drink from 2020.'\n", + " 'La Brûlade' 95 66.0 'Provence' 'Bandol' nan 'Provence red blend'\n", + " 'Domaine de la Bégude']\n", + "['Spain'\n", + " 'Deep, dense and pure from the opening bell, this Toro is a winner. Aromas of dark ripe black fruits are cool and moderately oaked. This feels massive on the palate but sensationally balanced. Flavors of blackberry, coffee, mocha and toasty oak finish spicy, smooth and heady. Drink this exemplary Toro through 2023.'\n", + " 'Numanthia' 95 73.0 'Northern Spain' 'Toro' nan 'Tinta de Toro'\n", + " 'Numanthia']\n", + "['Spain'\n", + " \"Slightly gritty black-fruit aromas include a sweet note of pastry along with a hint of prune. Wall-to-wall saturation ensures that all corners of one's mouth are covered. Flavors of blackberry, mocha and chocolate are highly impressive and expressive, while this settles nicely on a long finish. Drink now through 2024.\"\n", + " 'San Román' 95 65.0 'Northern Spain' 'Toro' nan 'Tinta de Toro'\n", + " 'Maurodos']\n", + "['Spain'\n", + " 'Lush cedary black-fruit aromas are luxe and offer notes of marzipan and vanilla. This bruiser is massive and tannic on the palate, but still lush and friendly. Chocolate is a key flavor, while baked berry and cassis flavors are hardly wallflowers. On the finish, this is tannic and deep as a sea trench. Drink this saturated black-colored Toro through 2023.'\n", + " 'Carodorum Único Crianza' 200 1000.0 'Northern Spain' 'Toro' nan\n", + " 'Tinta de Toro' 'Bodega Carmen Rodríguez']\n", + "['US'\n", + " \"This re-named vineyard was formerly bottled as deLancellotti. You'll find striking minerality underscoring chunky black fruits. Accents of citrus and graphite comingle, with exceptional midpalate concentration. This is a wine to cellar, though it is already quite enjoyable. Drink now through 2030.\"\n", + " 'Silice' 95 65.0 'Oregon' 'Chehalem Mountains' 'Syberia' 'Pinot Noir'\n", + " 'Bergström']\n", + "['US'\n", + " 'The producer sources from two blocks of the vineyard for this wine—one at a high elevation, which contributes bright acidity. Crunchy cranberry, pomegranate and orange peel flavors surround silky, succulent layers of texture that present as fleshy fruit. That delicately lush flavor has considerable length.'\n", + " \"Gap's Crown Vineyard\" 95 60.0 'California' 'Sonoma Coast' 'Syberia'\n", + " 'Pinot Noir' 'Blue Farm']\n" + ] + } + ], + "source": [ + "# Выведем первые 10 элементов из np_data\n", + "for i in range(10):\n", + " print(np_data[i])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8F6G2AUnKFCA" + }, + "source": [ + "# **Глоссарий**\n", + "\n", + "\n", + "pd.DataFrame(данные, columns = [колонки, если есть], index = [индексы ,если есть]) - создать датафрейм\n", + "\n", + "pd.read_csv(полный адрес расположения файла) - открыть .csv файл\n", + "\n", + "------------\n", + "\n", + ".head() - посмотреть верхушку датафрейма (первые n строк)\n", + "\n", + ".tail() - посмотреть конец датафрейма (последние n строк)\n", + "\n", + ".columns - список колонок датафрейма\n", + "\n", + ".values - вывести массив всех значений датафрейма\n", + "\n", + ".index - список индексов датафрейма\n", + "\n", + ".tolist() - перевести в список\n", + "\n", + ".count() - посчитать количество определенных величин во фрейме\n", + "\n", + ".describe() - посмотреть основные статистические характеристики фрейма\n", + "\n", + ".shape - форма фрейма (строки, колонки)\n", + "\n", + ".size - размер фрейма строки*колонки\n", + "\n", + ".info() - информация о данных каждой колонки\n", + "\n", + ".dtypes - тип данных каждой колонки\n", + "\n", + ".isnull() - где недостает значений\n", + "\n", + ".isna()- есть ли значения None\n", + "\n", + ".dropna() - выкинуть строки/колонки с None\n", + "\n", + ".fillna() - заполнить заданным значеним ячейки, где есть None\n", + "\n", + ".loc[] - вывести значения по названиям колонок\n", + "\n", + ".iloc[] - вывести значения по индексам колонок\n", + "\n", + ".drop() - выкинуть определенные значения\n", + "\n", + "--------------\n", + "\n", + "pd.to_datetime(колонка, которую переводим в формат временного ряда)\n", + "\n", + ".groupby() - сгруппировать по конкретному признаку\n", + "\n", + ".copy() - создать копию\n", + "\n", + ".sort_values() - сортировка значений\n", + "\n", + "pd.concat([df1,df2]) - конкатенация фреймов\n", + "\n", + ".merge(второй_датафрейм, on = 'общая колонка, по которой склеиваем', how = 'с какой стороны') - конкатенация фреймов через общий признак\n", + "\n", + "-------------\n", + "\n", + "\n", + ".corr() - вычислить корреляцию\n", + "\n", + ".median() - вычислить медиану\n", + "\n", + ".cumsum() - вычислить куммулятивную сумму\n", + "\n", + ".cumprod() - вычислить коммулятивное произведение\n", + "\n", + ".cummax() - вычислить коммулятивный максимум\n", + "\n", + "-------------\n", + "\n", + ".quantile([]) - вычислить квантили\n", + "\n", + ".nunique() - уникальные значения для n-колонок/строк\n", + "\n", + ".unique() - уникальные значения определенной колонки/строк\n", + "\n", + "------------\n", + "\n", + ".apply(функция) - применить функцию для колонки/строки\n", + "\n", + ".agg(набор_функций) - применить ряд функций для колонки/строки\n" + ] + } + ], + "metadata": { + "colab": { + "provenance": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/.ipynb_checkpoints/4 лекция (Pandas ч.2)-checkpoint.ipynb b/.ipynb_checkpoints/4 лекция (Pandas ч.2)-checkpoint.ipynb new file mode 100644 index 0000000..7b9958d --- /dev/null +++ b/.ipynb_checkpoints/4 лекция (Pandas ч.2)-checkpoint.ipynb @@ -0,0 +1,4820 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "id": "ojlhGzdxhkwR" + }, + "outputs": [], + "source": [ + "## Pandas. Загрузка библиотек" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "DqYWosnHhkwU" + }, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем библиотеку Pandas\n", + "import numpy as np # Загружаем библиотеку numpy" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "vX8TZMleKHiw" + }, + "outputs": [], + "source": [ + "data = pd.read_csv('wine_base.csv', index_col = 0) # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ggbR-UGu7wJZ", + "outputId": "735190d5-000c-479d-fb04-d7973bd58dd4" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "_mybfuLlhkzU" + }, + "outputs": [], + "source": [ + "## 1. Конкатенация\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "vUn3NnurhkzV", + "outputId": "11da5650-2592-40f3-c0d6-59a503352985" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[4, 5, 6, 7, 234, 23, 0, 1, 2, 3, 4, 5, 6, 7, 234, 23, 0, 1, 2, 3, 0, 1, 2, 3]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = [0, 1, 2, 3] # Создаем список а\n", + "b = [4, 5, 6, 7, 234, 23] # Создаем список b\n", + "b + a + b + a + a # Делаем конкатенацию (объединение) списков" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "DzVWtFnXhkzX" + }, + "outputs": [], + "source": [ + "data_1 = data[0:15].copy() # Берем первые 15 строк из data и делаем их копию в data_1\n", + "data_2 = data[15:30].copy() # Берем строки с 15 по 30 из data и делаем их копию в data_2" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "T2Nq4UnUhkza", + "outputId": "0d7c713f-8eae-4e25-878c-c7e1cf26f8d5" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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" + ], + "text/plain": [ + " country description \\\n", + "15 US First made in 2006, this succulent luscious Ch... \n", + "16 US This blockbuster, powerhouse of a wine suggest... \n", + "17 Spain Nicely oaked blackberry, licorice, vanilla and... \n", + "18 France Coming from a seven-acre vineyard named after ... \n", + "19 US This fresh and lively medium-bodied wine is be... \n", + "\n", + " designation points price province \\\n", + "15 Sigrid 95 90.0 Oregon \n", + "16 Rainin Vineyard 95 325.0 California \n", + "17 6 Años Reserva Premium 95 80.0 Northern Spain \n", + "18 Le Pigeonnier 95 290.0 Southwest France \n", + "19 Gap's Crown Vineyard 95 75.0 California \n", + "\n", + " region_1 region_2 variety \\\n", + "15 Willamette Valley Willamette Valley Chardonnay \n", + "16 Diamond Mountain District Napa Cabernet Sauvignon \n", + "17 Ribera del Duero NaN Tempranillo \n", + "18 Cahors NaN Malbec \n", + "19 Sonoma Coast Sonoma Pinot Noir \n", + "\n", + " winery \n", + "15 Bergström \n", + "16 Hall \n", + "17 Valduero \n", + "18 Château Lagrézette \n", + "19 Gary Farrell " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_2.head() # Выводим первые 5 строк data_2" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "hQn7iScFhkzb", + "outputId": "1dfa87c8-4278-49f5-c1d4-8507d2d13667" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
20USHeitz has made this stellar rosé from the rare...Grignolino9524.0CaliforniaNapa ValleyNapaRoséHeitz
21SpainAlluring, complex and powerful aromas of grill...Prado Enea Gran Reserva9579.0Northern SpainRiojaNaNTempranillo BlendMuga
22SpainTarry blackberry and cheesy oak aromas are app...Termanthia95220.0Northern SpainToroNaNTinta de ToroNumanthia
23USThe apogee of this ambitious winery's white wi...Giallo Solare9560.0CaliforniaEdna ValleyCentral CoastChardonnayCenter of Effort
24USSan Jose-based producer Adam Comartin heads 1,...R-Bar-R Ranch9545.0CaliforniaSanta Cruz MountainsCentral CoastPinot NoirComartin
25New ZealandYields were down in 2015, but intensity is up,...Maté's Vineyard9457.0KumeuNaNNaNChardonnayKumeu River
26USBergström has made a Shea designate since 2003...Shea Vineyard9462.0OregonWillamette ValleyNaNPinot NoirBergström
27USFocused and dense, this intense wine captures ...Abetina94105.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
28USCranberry, baked rhubarb, anise and crushed sl...Garys' Vineyard9460.0CaliforniaSanta Lucia HighlandsCentral CoastPinot NoirRoar
29USThis standout Rocks District wine brings earth...The Funk Estate9460.0WashingtonWalla Walla Valley (WA)Columbia ValleySyrahSaviah
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "8 US This re-named vineyard was formerly bottled as... \n", + "9 US The producer sources from two blocks of the vi... \n", + "10 Italy Elegance, complexity and structure come togeth... \n", + "11 US From 18-year-old vines, this supple well-balan... \n", + "12 US A standout even in this terrific lineup of 201... \n", + "13 France This wine is in peak condition. The tannins an... \n", + "14 US With its sophisticated mix of mineral, acid an... \n", + "15 US First made in 2006, this succulent luscious Ch... \n", + "16 US This blockbuster, powerhouse of a wine suggest... \n", + "17 Spain Nicely oaked blackberry, licorice, vanilla and... \n", + "18 France Coming from a seven-acre vineyard named after ... \n", + "19 US This fresh and lively medium-bodied wine is be... \n", + "20 US Heitz has made this stellar rosé from the rare... \n", + "21 Spain Alluring, complex and powerful aromas of grill... \n", + "22 Spain Tarry blackberry and cheesy oak aromas are app... \n", + "23 US The apogee of this ambitious winery's white wi... \n", + "24 US San Jose-based producer Adam Comartin heads 1,... \n", + "25 New Zealand Yields were down in 2015, but intensity is up,... \n", + "26 US Bergström has made a Shea designate since 2003... \n", + "27 US Focused and dense, this intense wine captures ... \n", + "28 US Cranberry, baked rhubarb, anise and crushed sl... \n", + "29 US This standout Rocks District wine brings earth... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "8 Silice 95 65.0 Oregon \n", + "9 Gap's Crown Vineyard 95 60.0 California \n", + "10 Ronco della Chiesa 95 80.0 Northeastern Italy \n", + "11 Estate Vineyard Wadensvil Block 95 48.0 Oregon \n", + "12 Weber Vineyard 95 48.0 Oregon \n", + "13 Château Montus Prestige 95 90.0 Southwest France \n", + "14 Grace Vineyard 95 185.0 Oregon \n", + "15 Sigrid 95 90.0 Oregon \n", + "16 Rainin Vineyard 95 325.0 California \n", + "17 6 Años Reserva Premium 95 80.0 Northern Spain \n", + "18 Le Pigeonnier 95 290.0 Southwest France \n", + "19 Gap's Crown Vineyard 95 75.0 California \n", + "20 Grignolino 95 24.0 California \n", + "21 Prado Enea Gran Reserva 95 79.0 Northern Spain \n", + "22 Termanthia 95 220.0 Northern Spain \n", + "23 Giallo Solare 95 60.0 California \n", + "24 R-Bar-R Ranch 95 45.0 California \n", + "25 Maté's Vineyard 94 57.0 Kumeu \n", + "26 Shea Vineyard 94 62.0 Oregon \n", + "27 Abetina 94 105.0 Oregon \n", + "28 Garys' Vineyard 94 60.0 California \n", + "29 The Funk Estate 94 60.0 Washington \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "8 Chehalem Mountains Willamette Valley Pinot Noir \n", + "9 Sonoma Coast Sonoma Pinot Noir \n", + "10 Collio NaN Friulano \n", + "11 Ribbon Ridge Willamette Valley Pinot Noir \n", + "12 Dundee Hills Willamette Valley Pinot Noir \n", + "13 Madiran NaN Tannat \n", + "14 Dundee Hills Willamette Valley Pinot Noir \n", + "15 Willamette Valley Willamette Valley Chardonnay \n", + "16 Diamond Mountain District Napa Cabernet Sauvignon \n", + "17 Ribera del Duero NaN Tempranillo \n", + "18 Cahors NaN Malbec \n", + "19 Sonoma Coast Sonoma Pinot Noir \n", + "20 Napa Valley Napa Rosé \n", + "21 Rioja NaN Tempranillo Blend \n", + "22 Toro NaN Tinta de Toro \n", + "23 Edna Valley Central Coast Chardonnay \n", + "24 Santa Cruz Mountains Central Coast Pinot Noir \n", + "25 NaN NaN Chardonnay \n", + "26 Willamette Valley NaN Pinot Noir \n", + "27 Willamette Valley Willamette Valley Pinot Noir \n", + "28 Santa Lucia Highlands Central Coast Pinot Noir \n", + "29 Walla Walla Valley (WA) Columbia Valley Syrah \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez \n", + "8 Bergström \n", + "9 Blue Farm \n", + "10 Borgo del Tiglio \n", + "11 Patricia Green Cellars \n", + "12 Patricia Green Cellars \n", + "13 Vignobles Brumont \n", + "14 Domaine Serene \n", + "15 Bergström \n", + "16 Hall \n", + "17 Valduero \n", + "18 Château Lagrézette \n", + "19 Gary Farrell \n", + "20 Heitz \n", + "21 Muga \n", + "22 Numanthia \n", + "23 Center of Effort \n", + "24 Comartin \n", + "25 Kumeu River \n", + "26 Bergström \n", + "27 Ponzi \n", + "28 Roar \n", + "29 Saviah " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_concat = pd.concat([data_1, data_2]) # 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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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0USKerasMartha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "\n", + " region_1 region_2 variety winery \n", + "0 Napa Valley Napa Cabernet Sauvignon Heitz \n", + "1 Toro NaN Tinta de Toro Bodega Carmen Rodríguez " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_concat.head(2) # Выводим на экран 2 первые строки df_concat" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "0Chntu25WIF2" + }, + "outputs": [], + "source": [ + "## 2. Добавление столбцов и строк" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "niLdtd4xWMb0", + "outputId": "48bda55e-a9ef-4026-fbd1-70f9021f2b84" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head() # Выведем первые 5 строк data" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ItPspZfLjAfL" + }, + "source": [ + "Groupby - это очень важный и широко используемый метод. Позволяет делать группировку данных по какому-либо столбцу. \n", + "\n", + "Пример:\n", + "* посчитать средние баллы и цену в разрезе по странам и провинциям" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "UM89p_pcjAfO", + "outputId": "dee3be1a-1cf3-44cb-8af2-4390811c9cce" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/wx/b8w5bvpx5hjdgyvqlfp38x940000gn/T/ipykernel_15726/32687945.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n", + " df_mean = data.groupby(['country']).mean() # Группируем данные по странам и считаем среднее значение (считается для числовых столбцов)\n" + ] + }, + { + "data": { + "text/html": [ + "
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pointsprice
country
Albania88.00000020.000000
Argentina85.99609320.794881
Australia87.89247531.258480
Austria89.27674231.192106
Bosnia and Herzegovina84.75000012.750000
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" + ], + "text/plain": [ + " points price\n", + "country \n", + "Albania 88.000000 20.000000\n", + "Argentina 85.996093 20.794881\n", + "Australia 87.892475 31.258480\n", + "Austria 89.276742 31.192106\n", + "Bosnia and Herzegovina 84.750000 12.750000" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_mean = data.groupby(['country']).mean() # Группируем данные по странам и считаем среднее значение (считается для числовых столбцов)\n", + "df_mean.head() # Выводим первые 5 строк df_mean" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 269 + }, + "id": "xLhe1562suR1", + "outputId": "26e6853b-cb62-464f-9f4e-48f912c84429" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/wx/b8w5bvpx5hjdgyvqlfp38x940000gn/T/ipykernel_15726/30053901.py:1: FutureWarning: Indexing with multiple keys (implicitly converted to a tuple of keys) will be deprecated, use a list instead.\n", + " df_max = data.groupby('country')['points','price'].max() # Группируем данные по странам и считаем максимальное значение\n" + ] + }, + { + "data": { + "text/html": [ + "
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Albania8820.0
Argentina97250.0
Australia100850.0
Austria981100.0
Bosnia and Herzegovina8813.0
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" + ], + "text/plain": [ + " points price\n", + "country \n", + "Albania 88 20.0\n", + "Argentina 97 250.0\n", + "Australia 100 850.0\n", + "Austria 98 1100.0\n", + "Bosnia and Herzegovina 88 13.0" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_max = data.groupby('country')['points','price'].max() # Группируем данные по странам и считаем максимальное значение\n", + "df_max.head() # # Выводим первые 5 строк df_max" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 390 + }, + "id": "6RifUrsujAfY", + "outputId": "ca2d153c-a2bc-4491-b6cd-c5ac1fa1f588" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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pointsprice
country
England92.88888947.500000
Austria89.27674231.192106
France88.92587045.619885
Germany88.62642739.011078
Italy88.41366437.547913
Canada88.23979634.628866
Slovenia88.23404328.061728
Morocco88.16666718.833333
Turkey88.09615425.800000
Portugal88.05768526.332615
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" + ], + "text/plain": [ + " points price\n", + "country \n", + "England 92.888889 47.500000\n", + "Austria 89.276742 31.192106\n", + "France 88.925870 45.619885\n", + "Germany 88.626427 39.011078\n", + "Italy 88.413664 37.547913\n", + "Canada 88.239796 34.628866\n", + "Slovenia 88.234043 28.061728\n", + "Morocco 88.166667 18.833333\n", + "Turkey 88.096154 25.800000\n", + "Portugal 88.057685 26.332615" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# сортировка по столбцу points\n", + "sorted_data = df_mean.sort_values('points', ascending=False) # Сортируем датафрейм со средними значениями по убыванию points\n", + "sorted_data.head(10) # Выводим первые 10 строк sorted_data" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 390 + }, + "id": "_7_n-qrOjAfq", + "outputId": "ce1da65e-7c1b-4ad1-9634-96b814600ea1" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/wx/b8w5bvpx5hjdgyvqlfp38x940000gn/T/ipykernel_15726/1962610003.py:2: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n", + " data.groupby(['country', 'region_1', 'region_2']).mean().head(10) # Выполняем группировку по трем столбцам (считаем среднее значение) и выводим первые 10 строк\n" + ] + }, + { + "data": { + "text/html": [ + "
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pointsprice
countryregion_1region_2
USAdelaida DistrictCentral Coast90.12000048.560000
Alexander ValleySonoma87.77348635.901582
Alta MesaCentral Valley87.18181815.636364
Amador CountySierra Foothills86.67679024.341304
Amador-NapaCalifornia Other84.00000012.000000
Ancient LakesColumbia Valley86.55555618.777778
Anderson ValleyMendocino/Lake Counties89.61747040.626506
Anderson Valley-Sonoma County-Cole RanchNorth Coast87.00000018.000000
Antelope Valley of the California High DesertSouth Coast89.00000021.000000
Applegate ValleySouthern Oregon87.39240531.253165
\n", + "
" + ], + "text/plain": [ + " points \\\n", + "country region_1 region_2 \n", + "US Adelaida District Central Coast 90.120000 \n", + " Alexander Valley Sonoma 87.773486 \n", + " Alta Mesa Central Valley 87.181818 \n", + " Amador County Sierra Foothills 86.676790 \n", + " Amador-Napa California Other 84.000000 \n", + " Ancient Lakes Columbia Valley 86.555556 \n", + " Anderson Valley Mendocino/Lake Counties 89.617470 \n", + " Anderson Valley-Sonoma County-Cole Ranch North Coast 87.000000 \n", + " Antelope Valley of the California High Desert South Coast 89.000000 \n", + " Applegate Valley Southern Oregon 87.392405 \n", + "\n", + " price \n", + "country region_1 region_2 \n", + "US Adelaida District Central Coast 48.560000 \n", + " Alexander Valley Sonoma 35.901582 \n", + " Alta Mesa Central Valley 15.636364 \n", + " Amador County Sierra Foothills 24.341304 \n", + " Amador-Napa California Other 12.000000 \n", + " Ancient Lakes Columbia Valley 18.777778 \n", + " Anderson Valley Mendocino/Lake Counties 40.626506 \n", + " Anderson Valley-Sonoma County-Cole Ranch North Coast 18.000000 \n", + " Antelope Valley of the California High Desert South Coast 21.000000 \n", + " Applegate Valley Southern Oregon 31.253165 " + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# группировка по трем столбцам\n", + "data.groupby(['country', 'region_1', 'region_2']).mean().head(10) # Выполняем группировку по трем столбцам (считаем среднее значение) и выводим первые 10 строк" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "id": "X6KDR8HPjAf3" + }, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (1262463914.py, line 3)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m Cell \u001b[0;32mIn[25], line 3\u001b[0;36m\u001b[0m\n\u001b[0;31m Join - позволяет объединять несколько таблиц в единую по ключам (одинаковым столбцам).\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "## 4. Join\n", + "\n", + "Join - позволяет объединять несколько таблиц в единую по ключам (одинаковым столбцам). \n", + "\n", + "Join бывает разный:\n", + "* Left\n", + "* Right\n", + "* Inner\n", + "* FullJoin" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "fI0-DwH7jAf-" + }, + "source": [ + "Посмотрим на примерах, как это работает.\n", + "\n", + "Допустим, у нас есть два датафрейма:\n", + "* первый содержит информацию о студентах и ID курсах, которые они посещают,\n", + "* второй - описание курсов." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "8LQUr6fBjAgB", + "outputId": "a39750b8-76dc-4be6-da45-239a8690d30a" + }, + "outputs": [], + "source": [ + "# создаем первый датафрейм\n", + "data_1 = np.array([['100500', '200600', '100500', '300700', '200600', '500900'],\n", + " ['Анастасия', 'Екатерина', 'Светлана', 'Максим', 'Станислав', 'Данила'], \n", + " ['Андреева', 'Петрова', 'Иванова', 'Егоров', 'Лесницкий', 'Кудряшев']])\n", + "\n", + "names = pd.DataFrame(data_1.T, columns = ['subject_id', 'first_name', 'last_name']) # Создаем датафрейм из сформированных данных\n", + "names # Выводим датафрейм names на экран" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "gIFHRi2QjAgS", + "outputId": "5e70e778-0d82-4903-924e-51c52d56dce8" + }, + "outputs": [], + "source": [ + "# создаем второй датафрейм\n", + "data_2 = np.array([['100500', '200600', '300700', '400700'],\n", + " ['Математика', 'Программирование', 'Анализ данных', 'Мат. анализ'], \n", + " ['продвинутые методы математической статистики', 'расширенный курс по с++',\\\n", + " 'краткий курс для чайников', 'многомерный анализ']])\n", + "subjects = pd.DataFrame(data_2.T, columns = ['subject_id','course_name', 'description']) # Создаем датафрейм из сформированных данных\n", + "subjects # Выводим датафрейм subjects на экран" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ME_fbI0FjAge" + }, + "source": [ + "#### Делаем Join:\n", + "\n", + "Left Join" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "BgXi9IbYjAgg", + "outputId": "8718fb50-57cc-46a6-d258-cafc2806e61f" + }, + "outputs": [], + "source": [ + "names.merge(subjects, on='subject_id', how='left') # Объединяем два датафрейма по столбцу subject_id (join-left)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "oG6gcJB0_n8U", + "outputId": "9892e965-72d8-4c2f-aea9-2549271b3b8f" + }, + "outputs": [], + "source": [ + "pd.merge(names, subjects, on='subject_id', how='right') # Объединяем два датафрейма по столбцу subject_id (join-right)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "H4M4MQfsjAgm" + }, + "source": [ + "Inner Join" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "Fr9FeDknjAgq", + "outputId": "eae99595-f9f3-4106-b81b-c6171911d70d" + }, + "outputs": [], + "source": [ + "names.merge(subjects, on='subject_id', how='inner') # Объединяем два датафрейма по столбцу subject_id (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "vi9i7xeFjAhH" + }, + "source": [ + "Outer Join" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "2oCn_zOrjAhJ", + "outputId": "b8c898ff-c6b8-41e7-b6d6-fb8dce7210e5" + }, + "outputs": [], + "source": [ + "df = names.merge(subjects, on='subject_id', how='outer') # Объединяем два датафрейма по столбцу subject_id (join-outer)\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8YCox3IxjAhW" + }, + "source": [ + "Join при разных названиях столбцов с ключом:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "oxIBiXBLjAhY", + "outputId": "78fedded-83a6-47e6-81cf-3e3866f11685" + }, + "outputs": [], + "source": [ + "names_2 = names.copy() # Создаем копию датафрейма names\n", + "cols = names.columns.tolist() # Получаем список названий столбцов\n", + "cols[0] = 'ID' # Меняем название нулевого столбца на 'ID'\n", + "names_2.columns = cols # Присваиваем датафрейму names_2 новые названия столбцов\n", + "names_2 # Выводим на экран датафрейм names_2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "T68tbKU0jAhj", + "outputId": "0bd367c2-ad2f-4317-d815-7162fbddf35a" + }, + "outputs": [], + "source": [ + "# делаем join\n", + "pd.merge(names_2, subjects, left_on='ID', right_on='subject_id', how='inner') # Объединяем два датафрейма по столбцам ID и subject_id (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Mg6fQ0UwjAhn" + }, + "source": [ + "Join по двум ключам:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "s_BZm0fbjAhq" + }, + "outputs": [], + "source": [ + "cols_a = ['A', 'B', 'value_1'] # Создаем список названий колонок cols_a\n", + "cols_b = ['A', 'B', 'value_2'] # Создаем список названий колонок cols_b\n", + "data_a = [[1, 1, 23], [1, 2, 34], [2, 1, 2342], [2, 2, 333]] # Создаем список значение data_a\n", + "data_b = [[1, 1, 0.1], [1, 2, 0.2], [2, 2, 0.13], [2, 3, 0.33]] # Создаем список значение data_b\n", + "df_a = pd.DataFrame(data_a, columns=cols_a) # Формируем датафрейм df_a из созданных ранее данных\n", + "df_b = pd.DataFrame(data_b, columns=cols_b) # Формируем датафрейм df_b из созданных ранее данных" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "I1bHptln_BWL", + "outputId": "dc229fc9-30dc-4cbf-910d-2f78b983d51f" + }, + "outputs": [], + "source": [ + "df_a # Выводим на экран датафрейм df_a" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "UKsQpT1vjAh3", + "outputId": "8200e7dd-b5bb-4e7d-e1b5-5d4c12d404f1" + }, + "outputs": [], + "source": [ + "df_b # Выводим на экран датафрейм df_b" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "5MiuPPQZjAiE", + "outputId": "7a5164c9-b899-412a-ff05-1ab874d8dfe0" + }, + "outputs": [], + "source": [ + "df_a.merge(df_b, on=['A', 'B'], how='outer') # Объединяем два датафрейма по столбцам A и B (join-outer)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6cRasbOXjAiS" + }, + "source": [ + "А join по одному ключу в данном случае выглядел бы так:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 297 + }, + "id": "GrTN-pM9jAiT", + "outputId": "03c0f18d-fdc7-48db-c6ec-d1d50b11f7f8" + }, + "outputs": [], + "source": [ + "df_a.merge(df_b, on='A', how='inner') # Объединяем два датафрейма по столбцу A (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "9V7ArTkzjAia" + }, + "source": [ + "Или так:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "2S02OpysjAic", + "outputId": "74be38cf-e447-45bc-b926-5886a3753860" + }, + "outputs": [], + "source": [ + "df_a.merge(df_b, on='B', how='inner') # Объединяем два датафрейма по столбцу B (join-inner)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "reSNH-05jAil" + }, + "outputs": [], + "source": [ + "Или вот так по разным ключам:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "vwici4RdjAim", + "outputId": "72122abd-ea12-4fc3-bf40-ce65ed8b376b" + }, + "outputs": [], + "source": [ + "pd.merge(df_a, df_b, left_on='A', right_on='B', how='inner') # Объединяем два датафрейма по столбцам A и B (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6tg5a_WOjAit" + }, + "source": [ + "Заполнение пропусков в одном из столбцов:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "RsK9n3vVAgK-", + "outputId": "1b5bd072-4650-41e6-cf04-e270d5ac3cc6" + }, + "outputs": [], + "source": [ + "df # Выведем на экран датафрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "eolkgC-0jAi2", + "outputId": "9bdae116-fbd9-4181-9042-674be4fe0a9b" + }, + "outputs": [], + "source": [ + "df.first_name = df.first_name.fillna('Не заполнено') # Заменяем пропуски в столбце first_name на значение 'Не заполнено'\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "pWhjhgeBjAi9", + "outputId": "b9d16d37-9b18-4db5-d27f-a32e176743d3" + }, + "outputs": [], + "source": [ + "df.last_name = df.last_name.fillna('Пропущено') # Заменяем пропуски в столбце last_name на значение 'Пропущено'\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "XCtORa5gjAjK" + }, + "source": [ + "Во всей табличке:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "NC3cBEusjAjL", + "outputId": "241287e4-9036-43bd-f633-89ad814504a9" + }, + "outputs": [], + "source": [ + "df = df.fillna('Неизвестно') # Заменяем пропуски во всем датафрейме на значение 'Неизвестно'\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Zau_QVx8jAjV" + }, + "source": [ + "Разными значениями в разных столбцах:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "QFNCSrSGjAjV", + "outputId": "fb3975c1-e389-47a1-b591-6fc1f0cdaf08" + }, + "outputs": [], + "source": [ + "df = names.merge(subjects, on='subject_id', how='outer') # Объединяем два датафрейма по столбцу subject_id (join-outer)\n", + "df # Выводим на экран ДатаФрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "-Vc-1RmSjAje", + "outputId": "0c800ab1-2ae5-4768-8fda-f1a288221c33" + }, + "outputs": [], + "source": [ + "val = ['Не заполнено', 'Пропущено', 'Неизвестный курс', 'Неизвестное описание'] # Создаем список со значениями, которые будут использоваться вместо пропусков\n", + "cols = df.columns.tolist() # Получаем названия столбцов датафрейма df\n", + "cols.pop(0) # Удаляем 0 столбец (соответствует subject_id)\n", + "print(cols) # Выводим на экран список cols" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 85 + }, + "id": "sS1LJWsrjAjm", + "outputId": "a01124db-f1f9-4d25-8f28-aabbb3617424" + }, + "outputs": [], + "source": [ + "# создаем словарь с меппингом названий столбцов к значениям, какими нужно заполнить в них пропуски\n", + "dict_to_fill = dict(zip(cols, val)) # Создаем словарь, в котором в качестве ключей будут значения списка cols, а в качестве соответствующих значений - значения списка val\n", + "dict_to_fill # Выводим на экран словарь dict_to_fill" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "9JythrBSjAjp", + "outputId": "32c04fc8-b218-40b4-bfd4-ea79cbe893b8" + }, + "outputs": [], + "source": [ + "df = df.fillna(dict_to_fill) # Заменяем пропуски в соответствии со словарем dict_to_fill\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "5_aJnqtHjAjs" + }, + "outputs": [], + "source": [ + "## 5. DateTime index\n", + "\n", + "DateTime Index - это особый тип индекса в pandas, предназначенный для работы с временными рядами. \n", + "Давайте познакомимся с ним поближе. Для этой цели мы подгрузим известный стандартный датасет \"Occupancy Detection Data Set\", \n", + "он содержит следующие данные:\n", + "* дата и время замера\n", + "* температура в градусах по Цельсию\n", + "* относительная влажность в % \n", + "* освещенность в Люксах\n", + "* CO2 в ppm \n", + "* коэффициент влажности\n", + "* заполненность (1 - заполнено, 0 - не заполнено)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "xICkBqa4jAjt", + "outputId": "37737fb0-d0e6-4bff-89b4-8c83c179886c" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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dateTemperatureHumidityLightCO2HumidityRatioOccupancy
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" + ], + "text/plain": [ + " date Temperature Humidity Light CO2 HumidityRatio \\\n", + "1 2015-02-04 17:51:00 23.18 27.2720 426.0 721.25 0.004793 \n", + "2 2015-02-04 17:51:59 23.15 27.2675 429.5 714.00 0.004783 \n", + "3 2015-02-04 17:53:00 23.15 27.2450 426.0 713.50 0.004779 \n", + "4 2015-02-04 17:54:00 23.15 27.2000 426.0 708.25 0.004772 \n", + "5 2015-02-04 17:55:00 23.10 27.2000 426.0 704.50 0.004757 \n", + "\n", + " Occupancy \n", + "1 1 \n", + "2 1 \n", + "3 1 \n", + "4 1 \n", + "5 1 " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining = pd.read_csv('datatraining.txt') # Создаем датафрейм из файла datatraining.txt\n", + "dataTraining.head() # Отображаем первые 5 строк датафрейма dataTraining" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "eQHTSHF-jAjw" + }, + "source": [ + "Давайте превратим колонку с датой в datetime index:" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "zcJ96Gz4jAjx", + "outputId": "6929acd1-b62d-401b-c95f-994f43bc9af9" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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dateTemperatureHumidityLightCO2HumidityRatioOccupancy
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" + ], + "text/plain": [ + " date Temperature Humidity Light \\\n", + "date \n", + "2015-02-04 17:51:00 2015-02-04 17:51:00 23.18 27.2720 426.0 \n", + "2015-02-04 17:51:59 2015-02-04 17:51:59 23.15 27.2675 429.5 \n", + "2015-02-04 17:53:00 2015-02-04 17:53:00 23.15 27.2450 426.0 \n", + "2015-02-04 17:54:00 2015-02-04 17:54:00 23.15 27.2000 426.0 \n", + "2015-02-04 17:55:00 2015-02-04 17:55:00 23.10 27.2000 426.0 \n", + "\n", + " CO2 HumidityRatio Occupancy \n", + "date \n", + "2015-02-04 17:51:00 721.25 0.004793 1 \n", + "2015-02-04 17:51:59 714.00 0.004783 1 \n", + "2015-02-04 17:53:00 713.50 0.004779 1 \n", + "2015-02-04 17:54:00 708.25 0.004772 1 \n", + "2015-02-04 17:55:00 704.50 0.004757 1 " + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining.index = pd.to_datetime(dataTraining.date) # Превращаем колонку date в индекс\n", + "dataTraining.head() # Отображаем первые 5 строк датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "1Yb4I5iSEyag", + "outputId": "c00a1497-f528-4ab2-b267-5b7d5d315491" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-04 17:51:0023.1827.2720426.0721.250.0047931
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2015-02-04 17:55:0023.1027.2000426.0704.500.0047571
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TemperatureHumidityLightCO2HumidityRatioOccupancy
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TemperatureHumidityLightCO2HumidityRatioOccupancy
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-07 13:00:0023.1017.060000268.000000445.2500000.0029750
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-06 00:00:0020.2021.2900.0438.00.0031100
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-08 14:55:0020.29026.285.666667418.6666670.0038530
2015-02-08 14:55:5920.31526.259.250000422.5000000.0038590
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" + ], + "text/plain": [ + " Temperature Humidity Light CO2 \\\n", + "date \n", + "2015-02-08 14:55:00 20.290 26.2 85.666667 418.666667 \n", + "2015-02-08 14:55:59 20.315 26.2 59.250000 422.500000 \n", + "\n", + " HumidityRatio Occupancy \n", + "date \n", + "2015-02-08 14:55:00 0.003853 0 \n", + "2015-02-08 14:55:59 0.003859 0 " + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining['2015-02-08 14:55':'2015-02-08 14:56'] # Отобразим данные, начиная с 14:55 и до 14:56 8 февраля 2015 года" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "C8xqSqQujAmh" + }, + "source": [ + "## 6. Встроенные статистические функции\n", + "\n", + "Кроме уже известных и понятных нам суммы и среднего, есть и другие функции. Остановимся на них подробнее." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "id": "hR8AlUzejAmh" + }, + "outputs": [], + "source": [ + "### 1. Корреляция\n" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib as plt\n", + "import seaborn" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "M7H3eXu0jAmi" + }, + "source": [ + "Обычный коэффициент корреляции Пирсона" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "IJLYQkG0jAmj", + "outputId": "bb23dcea-6f7d-47d8-9c5f-90e39eb25cfa" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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TemperatureHumidityLightCO2HumidityRatioOccupancy
Temperature1.000000-0.1417590.6499420.5598940.1517620.538220
Humidity-0.1417591.0000000.0378280.4390230.9551980.132964
Light0.6499420.0378281.0000000.6640220.2304200.907352
CO20.5598940.4390230.6640221.0000000.6265560.712235
HumidityRatio0.1517620.9551980.2304200.6265561.0000000.300282
Occupancy0.5382200.1329640.9073520.7122350.3002821.000000
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" + ], + "text/plain": [ + " Temperature Humidity Light CO2 HumidityRatio \\\n", + "Temperature 1.000000 -0.141759 0.649942 0.559894 0.151762 \n", + "Humidity -0.141759 1.000000 0.037828 0.439023 0.955198 \n", + "Light 0.649942 0.037828 1.000000 0.664022 0.230420 \n", + "CO2 0.559894 0.439023 0.664022 1.000000 0.626556 \n", + "HumidityRatio 0.151762 0.955198 0.230420 0.626556 1.000000 \n", + "Occupancy 0.538220 0.132964 0.907352 0.712235 0.300282 \n", + "\n", + " Occupancy \n", + "Temperature 0.538220 \n", + "Humidity 0.132964 \n", + "Light 0.907352 \n", + "CO2 0.712235 \n", + "HumidityRatio 0.300282 \n", + "Occupancy 1.000000 " + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining.corr() # Выведем матрицу корреляции для датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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BU4REREREImMFi4iIiKRnZIvcmWARERGR9IxsDRanCImIiIhExgoWERERSc/IFrkzwSIiIiLpGdkaLE4REhEREYmMFSwiIiKSnpFVsJhgERERkfS0xrUGi1OE/1BhYSEUCgWys7Mf2iczMxMKhQLXrl0DAKSlpcHa2lov8RERERkUjUa8ow6o0wlWaGgohg0bVq39wcRGCi4uLiguLkbHjh2f+D3BwcHIy8vTvZ45cyZ8fHwkiI6IiIjkxCnCf8jExASOjo61eo+5uTnMzc0lioiIiMiAGdk2DXW6gvUkaqoSLVq0CK6urrrX9yth8+bNg4ODA6ytrZGQkIC7d+9iypQpsLW1RYsWLZCamqp7T01ThDt27ECbNm1gbm6Ovn37orCwUDDu36cI09LSMGvWLOTk5EChUEChUCAtLQ3h4eEYNGiQ4H2VlZWwt7fHF198IcZXQkREpH9ajXhHHcAK1v+3b98+tGjRAt9//z0OHjyIiIgIHDp0CL1798ZPP/2EDRs24PXXX8ezzz6LFi1aVHv/uXPnMHz4cEyYMAHjxo3DkSNHMHny5IeOFxwcjBMnTmDXrl3Yu3cvAMDKygpt2rRB7969UVxcDCcnJwDAtm3bcOvWLQQHB0vz4YmIiEhUdb6CtW3bNlhYWAiO5557rtbXsbW1xeLFi9G2bVuEh4ejbdu2uHXrFt599120bt0acXFxMDU1xQ8//FDj+5cuXYpWrVphwYIFaNu2LUaPHo3Q0NCHjmdubg4LCws0aNAAjo6OcHR0hLm5OXr06IG2bdti9erVur6pqakYMWIELCwsHno9tVqNGzduCA6tkd2xQUREBkyjFe+oA+p8gtW3b19kZ2cLjhUrVtT6Oh06dIBS+dfX4eDgAC8vL91rExMTNG3aFBcvXqzx/bm5uejevbugzc/Pr9ZxAEBkZKRuOrK0tBQ7d+5EeHj4I9+TmJgIKysrwaHV/PmPxiciIhKbVqMR7agL6nyC1bhxY3h4eAgOZ2dn3XmlUlmtklNZWVntOg0bNhS8VigUNbZp9PAXO2bMGBQUFCArKwtffvkl3Nzc0KtXr0e+Jy4uDtevXxccCqWl5LESERFRdfV+DZadnR1KSkqg1WqhUCgA4JF7V/1Tnp6e2Lp1q6Dtxx9/fOR7TE1NUVVVVa29adOmGDZsGFJTU5GVlYWwsLDHjq9SqaBSqQRt9z8vERGR7OrI1J5Y6nwF63H8/f1x6dIlzJ8/H2fOnEFycjJ27twp+jjjx49Hfn4+pkyZglOnTmHt2rVIS0t75HtcXV1x9uxZZGdno6ysDGq1WncuMjIS6enpyM3NRUhIiOjxEhER6ZWR3UVY7xMsT09PLFmyBMnJyfD29sbhw4cRExMj+jgtW7bE5s2b8c0338Db2xspKSmYN2/eI9/z4osvIigoCH379oWdnR3WrVunOxcQEAAnJycEBgaiefPmosdLRERE0lFoeauZQbp58yacnZ2RmpqK4cOH/6NrNDB1fnwnI3D7jwNyh2AQ+nmPlTsEg7DY5OF34xqT9vvj5A7BIET2my93CAZh9e9bJB+jPGG0aNdqHL9GtGtJpd6vwaprNBoNysrKsGDBAlhbW2PIkCFyh0RERPT06sjdf2JhgmVgioqK4ObmhhYtWiAtLQ0NGvCviIiI6gEjW+TO394GxtXVlRuEEhER1XFMsIiIiEh6deTuP7EwwSIiIiLpGdkUYb3fpoGIiIhI31jBIiIiIsnVlWcIioUJFhEREUmPU4RERERE9DRYwSIiIiLpGVkFiwkWERERSc/ItmngFCERERGRyFjBIiIiIulxipCIiIhIXFomWEREREQiM7IEi2uwiIiIiETGChYRERFJjzu5ExEREYmMU4RERERE9DRYwSIiIiLpGVkFiwkWERERSU6rNa4Ei1OERERERCJjBYuIiIikxylCIiIiIpEZWYLFKUIiIiIikbGCVY9dHd9Z7hAMQj/vsXKHYBD25SyXOwSDoP7gHblDMAgf9vtU7hAMwvKvQ+UOwWjwWYREREREYjOyBItThERERCQ9jYhHLSUnJ8PV1RVmZmbo3r07Dh8+/Mj+165dw4QJE+Dk5ASVSoU2bdpgx44dtRqTFSwiIiKqtzZs2IDo6GikpKSge/fuWLRoEQIDA3Hq1CnY29tX619RUYFnn30W9vb2+Oqrr+Ds7Izff/8d1tbWtRqXCRYRERFJTq41WElJSRg7dizCwsIAACkpKdi+fTtWrlyJ2NjYav1XrlyJK1eu4NChQ2jYsCEAwNXVtdbjcoqQiIiIpKfRinao1WrcuHFDcKjV6mpDVlRU4OjRowgICNC1KZVKBAQEICsrq8Ywt27dCj8/P0yYMAEODg7o2LEj5s2bh6qqqlp9XCZYREREVKckJibCyspKcCQmJlbrV1ZWhqqqKjg4OAjaHRwcUFJSUuO1CwoK8NVXX6Gqqgo7duzA9OnTsWDBAsyZM6dWMXKKkIiIiKT3DxanP0xcXByio6MFbSqVSpRrazQa2Nvb4/PPP4eJiQm6du2KCxcu4KOPPsKMGTOe+DpMsIiIiEhyYq7BUqlUT5RQNWvWDCYmJigtLRW0l5aWwtHRscb3ODk5oWHDhjAxMdG1eXp6oqSkBBUVFTA1NX2iGDlFSERERPWSqakpunbtioyMDF2bRqNBRkYG/Pz8anxPz549cfr0aWg0f5Xc8vLy4OTk9MTJFcAEi4iIiPRBpn2woqOjsXz5cqSnpyM3NxdvvPEGysvLdXcVjhkzBnFxcbr+b7zxBq5cuYKJEyciLy8P27dvx7x58zBhwoRajcspQiIiIpKcXNs0BAcH49KlS4iPj0dJSQl8fHywa9cu3cL3oqIiKJV/1ZtcXFywe/duvPPOO+jUqROcnZ0xceJETJs2rVbjMsEiIiKiei0qKgpRUVE1nsvMzKzW5ufnhx9//PGpxmSCRURERNIT8S7CuoAJFhEREUlOywSLiIiISGRGlmDxLkIiIiIikbGCRURERJLjFCERERGR2IwsweIUIREREZHIWMEiIiIiyXGKkIiIiEhkxpZgcYqQiIiISGSsYBEREZHkjK2CxQSLiIiIpKdVyB2BXnGKUEQKhQLffPPNE/fPzMyEQqHAtWvXJIuJiIiI9I8JVi2FhoZi2LBhNZ4rLi7Gc889J+p4M2fOhI+Pj6jXJCIi0jetRryjLuAUoYgcHR3lDoGIiMggaTWcIqR/6MEpwkOHDsHHxwdmZmbw9fXFN998A4VCgezsbMH7jh49Cl9fXzRq1Ag9evTAqVOnAABpaWmYNWsWcnJyoFAooFAokJaWpr8PREREJBJjq2AxwZLIjRs3MHjwYHh5eeHYsWOYPXs2pk2bVmPf9957DwsWLMCRI0fQoEEDhIeHAwCCg4MxefJkdOjQAcXFxSguLkZwcLA+PwYRERH9A5wilMjatWuhUCiwfPlymJmZoX379rhw4QLGjh1bre/cuXPRp08fAEBsbCyef/553LlzB+bm5rCwsECDBg0eO/2oVquhVqsFbRVVVVCZmIj3oYiIiP4hLe8iJDGcOnUKnTp1gpmZma6tW7duNfbt1KmT7s9OTk4AgIsXL9ZqvMTERFhZWQmOBUfO/IPIiYiIxMcpQtK7hg0b6v6sUNzL8DWa2v0vKC4uDtevXxcck31biRonERERPRlOEUqkbdu2+PLLL6FWq6FSqQAAP//8c62vY2pqiqqqqsf2U6lUunHu+5PTg0REZCB4FyE91vXr15GdnS04zp07J+gzatQoaDQajBs3Drm5udi9ezc+/vhjAH9VqZ6Eq6srzp49i+zsbJSVlVVbZ0VERFQXaLXiHXUBE6x/IDMzE507dxYcs2bNEvRp0qQJ/vvf/yI7Oxs+Pj547733EB8fDwCCdVmP8+KLLyIoKAh9+/aFnZ0d1q1bJ+pnISIiIvFxirCW0tLSHroX1YoVKwSve/TogZycHN3rNWvWoGHDhmjZsiUAwN/fH9oHUnEfHx9Bm0qlwldffSVS9ERERPIwtilCJlgSWrVqFdzd3eHs7IycnBxMmzYNL7/8MszNzeUOjYiISK+YYJFoSkpKEB8fj5KSEjg5OWHEiBGYO3eu3GERERGRxJhgSWjq1KmYOnWq3GEQERHJrq4sThcLEywiIiKSHKcIiYiIiETGR+UQERER0VNhBYuIiIgkV1eeISgWJlhEREQkOQ2nCImIiIjoabCCRURERJIztkXuTLCIiIhIcsa2TQOnCImIiIhExgoWERERSY47uRMRERGJzNimCJlgERERkeS4TQMRERERPRVWsIiIiEhy3KaBiIiISGTGtsidU4REREREImMFi4iIiCRnbIvcmWARERGR5IxtDRanCImIiIhExgoWERERSc7YFrkzwSIiIiLJGdsaLE4REhEREYmMFax6TH3qT7lDMAiLTazlDsEgqD94R+4QDIIqdqHcIRiESdfHyx2CQajavVnuEAxDlyGSD2Fsi9yZYBEREZHkjG2KkAkWERERSc7I1rhzDRYRERGR2FjBIiIiIskZ2xQhK1hEREQkOa1WIdpRW8nJyXB1dYWZmRm6d++Ow4cPP9H71q9fD4VCgWHDhtV6TCZYREREVG9t2LAB0dHRmDFjBo4dOwZvb28EBgbi4sWLj3xfYWEhYmJi0KtXr380LhMsIiIikpxGxKM2kpKSMHbsWISFhaF9+/ZISUlBo0aNsHLlyoe+p6qqCqNHj8asWbPg7u5eyxHvYYJFREREktNCIdqhVqtx48YNwaFWq6uNWVFRgaNHjyIgIEDXplQqERAQgKysrIfGmpCQAHt7e0RERPzjz8sEi4iIiOqUxMREWFlZCY7ExMRq/crKylBVVQUHBwdBu4ODA0pKSmq89g8//IAvvvgCy5cvf6oYeRchERERSU4j4kZYcXFxiI6OFrSpVKqnvu6ff/6J1157DcuXL0ezZs2e6lpMsIiIiEhyGoi3TYNKpXqihKpZs2YwMTFBaWmpoL20tBSOjo7V+p85cwaFhYUYPHiwrk2jubfqq0GDBjh16hRatWr1RDFyipCIiIjqJVNTU3Tt2hUZGRm6No1Gg4yMDPj5+VXr365dOxw/fhzZ2dm6Y8iQIejbty+ys7Ph4uLyxGOzgkVERESS04pYwaqN6OhohISEwNfXF926dcOiRYtQXl6OsLAwAMCYMWPg7OyMxMREmJmZoWPHjoL3W1tbA0C19sdhgkVERESSq+32CmIJDg7GpUuXEB8fj5KSEvj4+GDXrl26he9FRUVQKsWf0GOCRURERJKTq4IFAFFRUYiKiqrxXGZm5iPfm5aW9o/G5BosIiIiIpGxgkVERESSk2uKUC5MsIiIiEhyxpZgcYqQiIiISGSsYBEREZHk5FzkLgcmWERERCQ5jXHlV5wiJCIiIhIbK1hEREQkOTGfRVgXMMEiIiIiyWnlDkDPOEUokpKSErz11ltwd3eHSqWCi4sLBg8eLHjA5KFDhzBw4EDY2NjAzMwMXl5eSEpKQlVVla5PYWEhIiIi4ObmBnNzc7Rq1QozZsxARUWFHB+LiIiI/gFWsERQWFiInj17wtraGh999BG8vLxQWVmJ3bt3Y8KECTh58iS+/vprvPzyywgLC8P+/fthbW2NvXv3YurUqcjKysLGjRuhUChw8uRJaDQaLFu2DB4eHjhx4gTGjh2L8vJyfPzxx3J/VCIion/E2PbBYoIlgjfffBMKhQKHDx9G48aNde0dOnRAeHg4ysvLMXbsWAwZMgSff/657nxkZCQcHBwwZMgQbNy4EcHBwQgKCkJQUJCuj7u7O06dOoWlS5cywSIiojpLozCuNVicInxKV65cwa5duzBhwgRBcnWftbU1/u///g+XL19GTExMtfODBw9GmzZtsG7duoeOcf36ddja2ooaNxERkT5pRTzqAlawntLp06eh1WrRrl27h/bJy8sDAHh6etZ4vl27dro+NV3/008/fWz1Sq1WQ61WC9s0GqiUzKGJiIj0jb99n5JW++S5dG36AsCFCxcQFBSEESNGYOzYsY/sm5iYCCsrK8HxSUFRrcYjIiKSikbEoy5ggvWUWrdurVuc/jBt2rQBAOTm5tZ4Pjc3V9fnvj/++AN9+/ZFjx49BOu2HiYuLg7Xr18XHBPdW9bikxAREUlHoxDvqAuYYD0lW1tbBAYGIjk5GeXl5dXOX7t2DQMGDICtrS0WLFhQ7fzWrVuRn5+PkSNH6touXLgAf39/dO3aFampqVA+wTSfSqVCkyZNBAenB4mIiOTB38AiSE5ORlVVFbp164bNmzcjPz8fubm5WLx4Mfz8/NC4cWMsW7YM3377LcaNG4dff/0VhYWF+OKLLxAaGoqXXnoJL7/8MoC/kquWLVvi448/xqVLl1BSUoKSkhKZPyUREdE/p4FCtKMu4CJ3Ebi7u+PYsWOYO3cuJk+ejOLiYtjZ2aFr165YunQpAOCll17C/v37MXfuXPTq1Qt37txB69at8d5772HSpElQ/P/bV/fs2YPTp0/j9OnTaNGihWCc2q7hIiIiMhTG9htMoeVv7XqrLLCP3CEYhHO51nKHYBBavyx3BIZBFbtQ7hAMwu248XKHYBBM3J3kDsEgNI5Ll3yML5u/Ktq1Xv3jS9GuJRVWsIiIiEhydWVxuliYYBEREZHk6sr2CmLhInciIiIikbGCRURERJIztgXfTLCIiIhIclyDRURERCQyrsEiIiIioqfCChYRERFJztgqWEywiIiISHJaI1uDxSlCIiIiIpGxgkVERESS4xQhERERkciMLcHiFCERERGRyFjBIiIiIslxJ3ciIiIikRnbTu6cIiQiIiISGStYREREJDljW+TOBIuIiIgkxwSLiIiISGTGtsida7CIiIiIRMYKFhEREUnO2O4iZIJFREREkjO2NVicIiQiIiISGStYREREJDljW+TOBIuIiIgkpzGyFIsJVj0We8pO7hAMQvL+GLlDMAgf9vtU7hAMwqTr4+UOwSCYJ6bIHYJBWOUTL3cIBiEiTu4I6h8mWERERCQ5Y1vkzgSLiIiIJGdcE4S8i5CIiIhIdKxgERERkeQ4RUhEREQkMu7kTkRERCQyY9umgWuwiIiIiETGChYRERFJzrjqV6xgERERkR5oRDxqKzk5Ga6urjAzM0P37t1x+PDhh/Zdvnw5evXqBRsbG9jY2CAgIOCR/R+GCRYRERHVWxs2bEB0dDRmzJiBY8eOwdvbG4GBgbh48WKN/TMzMzFy5Ejs378fWVlZcHFxwYABA3DhwoVajcsEi4iIiCSngVa0ozaSkpIwduxYhIWFoX379khJSUGjRo2wcuXKGvuvWbMGb775Jnx8fNCuXTusWLECGo0GGRkZtRqXCRYRERFJTivioVarcePGDcGhVqurjVlRUYGjR48iICBA16ZUKhEQEICsrKwnivvWrVuorKyEra1trT4vEywiIiKqUxITE2FlZSU4EhMTq/UrKytDVVUVHBwcBO0ODg4oKSl5orGmTZuG5s2bC5K0J8G7CImIiEhyYu7kHhcXh+joaEGbSqUScYR7PvjgA6xfvx6ZmZkwMzOr1XuZYBEREZHkxNxoVKVSPVFC1axZM5iYmKC0tFTQXlpaCkdHx0e+9+OPP8YHH3yAvXv3olOnTrWOkVOEREREVC+Zmpqia9euggXq9xes+/n5PfR98+fPx+zZs7Fr1y74+vr+o7FZwSIiIiLJybXRaHR0NEJCQuDr64tu3bph0aJFKC8vR1hYGABgzJgxcHZ21q3h+vDDDxEfH4+1a9fC1dVVt1bLwsICFhYWTzwuEywiIiKSnJhrsGojODgYly5dQnx8PEpKSuDj44Ndu3bpFr4XFRVBqfxrQm/p0qWoqKjASy+9JLjOjBkzMHPmzCcelwkWERERSU4r48NyoqKiEBUVVeO5zMxMwevCwkJRxuQaLCIiIiKRsYJFREREkpNrilAuTLCIiIhIcmJu01AXcIqQiIiISGSsYBEREZHkjKt+VYcqWIWFhVAoFMjOzn5on8zMTCgUCly7dg0AkJaWBmtra73E9089GDMREVF9pIFWtKMuqFWCFRoaimHDhlVr10eS4OLiguLiYnTs2PGJ3xMcHIy8vDzd65kzZ8LHx6fWY4eGhkKhUEChUKBhw4Zwc3PD1KlTcefOnVpdx9/fH5MmTRK09ejRA8XFxbCysqp1XERERGSY6swUoYmJyWOfG/Qgc3NzmJubizJ+UFAQUlNTUVlZiaNHjyIkJAQKhQIffvjhU13X1NS01p+LiIiorjG2uwhFnyKsqUq0aNEiuLq66l7fr4TNmzcPDg4OsLa2RkJCAu7evYspU6bA1tYWLVq0QGpqqu49NU0R7tixA23atIG5uTn69u1bbXOwv08RpqWlYdasWcjJydFVo9LS0hAeHo5BgwYJ3ldZWQl7e3t88cUXujaVSgVHR0e4uLhg2LBhCAgIwJ49e3TnL1++jJEjR8LZ2RmNGjWCl5cX1q1bJ/jM3333HT755BPd+IWFhTVW/zZv3owOHTpApVLB1dUVCxYseMJvn4iIyDBpRfxPXSBbBWvfvn1o0aIFvv/+exw8eBARERE4dOgQevfujZ9++gkbNmzA66+/jmeffRYtWrSo9v5z585h+PDhmDBhAsaNG4cjR45g8uTJDx0vODgYJ06cwK5du7B3714AgJWVFdq0aYPevXujuLgYTk5OAIBt27bh1q1bCA4OrvFaJ06cwKFDh/DMM8/o2u7cuYOuXbti2rRpaNKkCbZv347XXnsNrVq1Qrdu3fDJJ58gLy8PHTt2REJCAgDAzs6uWlJ49OhRvPzyy5g5cyaCg4Nx6NAhvPnmm2jatClCQ0Nr8xUTERGRTGqdYG3btq3aww6rqqpqPbCtrS0WL14MpVKJtm3bYv78+bh16xbeffddAEBcXBw++OAD/PDDD3jllVeqvX/p0qVo1aqVrrrTtm1bHD9+/KFTdubm5rCwsECDBg0EU3I9evRA27ZtsXr1akydOhUAkJqaihEjRgg+5/3PfffuXajVaiiVSnz22We6887OzoiJidG9fuutt7B7925s3LgR3bp1g5WVFUxNTdGoUaNHTgkmJSWhf//+mD59OgCgTZs2+O233/DRRx89MsFSq9VQq9WCtiptFUwUJg99DxERkb5wivAx+vbti+zsbMGxYsWKWg/coUMHwcMVHRwc4OXlpXttYmKCpk2b4uLFizW+Pzc3F927dxe0+fn51ToOAIiMjNRNR5aWlmLnzp0IDw8X9Ln/uX/66SeEhIQgLCwML774ou58VVUVZs+eDS8vL9ja2sLCwgK7d+9GUVFRrWLJzc1Fz549BW09e/ZEfn7+IxPZxMREWFlZCY6c66dqNTYREZFUjG2KsNYJVuPGjeHh4SE4nJ2d/7qgUgmtVvjhKysrq12nYcOGgtf379B7sE2jkT7nHTNmDAoKCpCVlYUvv/wSbm5u6NWrl6DP/c/t7e2NlStX4qeffhKs0froo4/wySefYNq0adi/fz+ys7MRGBiIiooKyeMH7lX8rl+/Lji8rdrqZWwiIqLH0Yh41AWir8Gys7NDSUkJtFotFAoFADxy76p/ytPTE1u3bhW0/fjjj498j6mpaY1VoKZNm2LYsGFITU1FVlYWwsLCHnkdpVKJd999F9HR0Rg1ahTMzc1x8OBBDB06FK+++ioAQKPRIC8vD+3bt3/s+A9+roMHDwraDh48iDZt2sDE5OHTfSqVCiqVStDG6UEiIiJ5iH4Xob+/Py5duoT58+fjzJkzSE5Oxs6dO8UeBuPHj0d+fj6mTJmCU6dOYe3atUhLS3vke1xdXXH27FlkZ2ejrKxMsGYpMjIS6enpyM3NRUhIyGPHHzFiBExMTJCcnAwAaN26Nfbs2YNDhw4hNzcXr7/+OkpLS6uN/9NPP6GwsBBlZWU1VucmT56MjIwMzJ49G3l5eUhPT8dnn30mWN9FRERU12i0WtGOukD0BMvT0xNLlixBcnIyvL29cfjwYUmSg5YtW2Lz5s345ptv4O3tjZSUFMybN++R73nxxRcRFBSEvn37ws7OTrCNQkBAAJycnBAYGIjmzZs/dvwGDRogKioK8+fPR3l5Od5//3106dIFgYGB8Pf3h6OjY7VNWWNiYmBiYoL27dvDzs6uxvVZXbp0wcaNG7F+/Xp07NgR8fHxSEhI4B2ERERUp2lFPOoChfbBBVNG6ubNm3B2dkZqaiqGDx8udziiiHR9Se4QDEJyBqt/APBhv0/lDsEgTBpwSe4QDIJ5YorcIRiEVT7xcodgECLOfyn5GK8+I97v1i9/3yLataRSZ3Zyl4pGo0FZWRkWLFgAa2trDBkyRO6QiIiI6p268gxBsRh9glVUVAQ3Nze0aNECaWlpaNDA6L8SIiIi0dWV7RXEYvTZhKura7VtJYiIiIiehtEnWERERCS9urJ/lViYYBEREZHkjG0NlujbNBAREREZO1awiIiISHJc5E5EREQkMq7BIiIiIhKZsd2xzzVYRERERCJjBYuIiIgkZ2x3ETLBIiIiIskZ2xosThESERERiYwVLCIiIpIct2kgIiIiEpmxrcHiFCERERGRyFjBIiIiIskZ2z5YTLCIiIhIcryLkIiIiIieCitYREREJDneRUhEREQkMmO7i5AJFhEREUnO2Ba5cw0WERERkchYwSIiIiLJcYqQiIiISGRc5E71xpyWZXKHYBAi+82XOwSDsPzrULlDMAhVuzfLHYJBWOUTL3cIBmFMdoLcIVA9xQSLiIiIJKcxskXuTLCIiIhIcsaVXvEuQiIiIiLRsYJFREREkuNdhEREREQiM7YEi1OERERERCJjBYuIiIgkZ2yPymGCRURERJIztilCJlhEREQkOWPbyZ1rsIiIiIhExgoWERERSc7Y1mCxgkVERESS00Ar2lFbycnJcHV1hZmZGbp3747Dhw8/sv+mTZvQrl07mJmZwcvLCzt27Kj1mEywiIiIqN7asGEDoqOjMWPGDBw7dgze3t4IDAzExYsXa+x/6NAhjBw5EhEREfjll18wbNgwDBs2DCdOnKjVuEywiIiISHJarVa0ozaSkpIwduxYhIWFoX379khJSUGjRo2wcuXKGvt/8sknCAoKwpQpU+Dp6YnZs2ejS5cu+Oyzz2o1LhMsIiIikpyYU4RqtRo3btwQHGq1utqYFRUVOHr0KAICAnRtSqUSAQEByMrKqjHOrKwsQX8ACAwMfGj/h2GCRURERHVKYmIirKysBEdiYmK1fmVlZaiqqoKDg4Og3cHBASUlJTVeu6SkpFb9H4Z3ERIREZHkxNwHKy4uDtHR0YI2lUol2vXFwASLiIiIJKcRcZsGlUr1RAlVs2bNYGJigtLSUkF7aWkpHB0da3yPo6Njrfo/DKcIiYiIqF4yNTVF165dkZGRoWvTaDTIyMiAn59fje/x8/MT9AeAPXv2PLT/w7CCRURERJKT61E50dHRCAkJga+vL7p164ZFixahvLwcYWFhAIAxY8bA2dlZt4Zr4sSJ6NOnDxYsWIDnn38e69evx5EjR/D555/XalwmWERERCQ5MacIayM4OBiXLl1CfHw8SkpK4OPjg127dukWshcVFUGp/GtCr0ePHli7di3ef/99vPvuu2jdujW++eYbdOzYsVbjMsEiIiIiycn5sOeoqChERUXVeC4zM7Na24gRIzBixIinGpNrsIiIiIhExgoWERERSU6uKUK5GFQF69y5cwgPD0fz5s1hamqKZ555BhMnTsTly5flDo2IiIieglbE/9QFBpNgFRQUwNfXF/n5+Vi3bh1Onz6NlJQU3a2UV65ckTtEIiIioidiMAnWhAkTYGpqiv/7v/9Dnz590LJlSzz33HPYu3cvLly4gPfeew8AoFarMW3aNLi4uEClUsHDwwNffPGF7jr/+9//MGjQIDRp0gSWlpbo1asXzpw5AwDw9/fHpEmTBOMOGzYMoaGhuteurq6YPXs2Ro4cicaNG8PZ2RnJycmC9yQlJcHLywuNGzeGi4sL3nzzTdy8eVN3Pi0tDdbW1ti9ezc8PT1hYWGBoKAgFBcXC66zcuVKdOjQASqVCk5OTroFeOHh4Rg0aJCgb2VlJezt7QWflYiIqK7QaLWiHXWBQSRYV65cwe7du/Hmm2/C3NxccM7R0RGjR4/Ghg0boNVqMWbMGKxbtw6LFy9Gbm4uli1bBgsLCwDAhQsX0Lt3b6hUKuzbtw9Hjx5FeHg47t69W6t4PvroI3h7e+OXX35BbGwsJk6ciD179ujOK5VKLF68GP/73/+Qnp6Offv2YerUqYJr3Lp1Cx9//DFWr16N77//HkVFRYiJidGdX7p0KSZMmIBx48bh+PHj2Lp1Kzw8PAAAkZGR2LVrlyAh27ZtG27duoXg4OBafRYiIiJDYGxThAaxyD0/Px9arRaenp41nvf09MTVq1fx888/Y+PGjdizZ4/uSdfu7u66fsnJybCyssL69evRsGFDAECbNm1qHU/Pnj0RGxure//BgwexcOFCPPvsswAgqIK5urpizpw5GD9+PJYsWaJrr6ysREpKClq1agXg3i2iCQkJuvNz5szB5MmTMXHiRF3bv/71LwD39uBo27YtVq9erUvcUlNTMWLECF0ySURERIbLICpY92kfU/YrLCyEiYkJ+vTpU+P57Oxs9OrVS5dc/VMPbofv5+eH3Nxc3eu9e/eif//+cHZ2hqWlJV577TVcvnwZt27d0vVp1KiRLrkCACcnJ1y8eBEAcPHiRfzxxx/o37//Q2OIjIxEamoqgHvPQNq5cyfCw8Mf2l+tVuPGjRuCQ63R1O6DExERSUSr1Yh21AUGkWB5eHhAoVAIkpi/y83NhY2NTbXpwwc97rxSqayWxFVWVtYq1sLCQgwaNAidOnXC5s2bcfToUd0arYqKCl2/B5M8hUKhG/txcQL3tu4vKChAVlYWvvzyS7i5uaFXr14P7Z+YmAgrKyvB8em5olp9NiIiIqlooBXtqAsMIsFq2rQpnn32WSxZsgS3b98WnCspKcGaNWsQHBwMLy8vaDQafPfddzVep1OnTjhw4MBDkyY7OzvBuqaqqiqcOHGiWr8ff/yx2uv705dHjx6FRqPBggUL8O9//xtt2rTBH3/8UavPa2lpCVdX12oPk/y7pk2bYtiwYUhNTUVaWprumUkPExcXh+vXrwuOt1xa1iouIiIiEodBJFgA8Nlnn0GtViMwMBDff/89zp07h127duHZZ5+Fs7Mz5s6dC1dXV4SEhCA8PBzffPMNzp49i8zMTGzcuBHAvXVON27cwCuvvIIjR44gPz8fq1evxqlTpwAA/fr1w/bt27F9+3acPHkSb7zxBq5du1YtloMHD2L+/PnIy8tDcnIyNm3apFsr5eHhgcrKSnz66acoKCjA6tWrkZKSUuvPO3PmTCxYsACLFy9Gfn4+jh07hk8//VTQJzIyEunp6cjNzUVISMgjr6dSqdCkSRPBoVIazF8vEREZOa1WK9pRFxjMb+DWrVvjyJEjcHd3x8svv4xWrVph3Lhx6Nu3L7KysmBrawvg3t13L730Et588020a9cOY8eORXl5OYB7VZ99+/bh5s2b6NOnD7p27Yrly5frpuvCw8MREhKCMWPGoE+fPnB3d0ffvn2rxTJ58mQcOXIEnTt3xpw5c5CUlITAwEAAgLe3N5KSkvDhhx+iY8eOWLNmje4J3LUREhKCRYsWYcmSJejQoQMGDRqE/Px8QZ+AgAA4OTkhMDAQzZs3r/UYREREhsLYpggV2rqSCuqJq6srJk2aVG2/LDncvHkTzs7OSE1NxfDhw2v9/pLe/uIHVQdN+d1W7hAMwvKvQ+UOwSBU7d4sdwgGYX1yldwhGIQx2QmP72QEGjZzf3ynp+Rs00G0a124+j/RriUVg9imgYQ0Gg3KysqwYMECWFtbY8iQIXKHRERERLXABMsAFRUVwc3NDS1atEBaWhoaNOBfExER1W11ZQd2sfA39wMKCwvlDgGurq51ZhEfERHRk6grO7CLxWAWuRMRERHVF6xgERERkeSMbWaGCRYRERFJrq5sryAWThESERERiYwVLCIiIpIcpwiJiIiIRGZs2zRwipCIiIhIZKxgERERkeQ4RUhEREQkMmO7i5AJFhEREUnO2CpYXINFREREJDJWsIiIiEhyxnYXIRMsIiIikhwf9kxERERET4UVLCIiIpIcpwiJiIiIRMa7CImIiIjoqbCCRURERJIztkXuTLCIiIhIcpwiJCIiIqKnwgoWERERSc7YKlhMsIiIiEhyxpVeAQqtsaWUpDdqtRqJiYmIi4uDSqWSOxzZ8Hu4h9/DPfwe7uH3cA+/h/qLCRZJ5saNG7CyssL169fRpEkTucORDb+He/g93MPv4R5+D/fwe6i/uMidiIiISGRMsIiIiIhExgSLiIiISGRMsEgyKpUKM2bMMPqFm/we7uH3cA+/h3v4PdzD76H+4iJ3IiIiIpGxgkVEREQkMiZYRERERCJjgkVEREQkMiZYRERERCJjgkVEREQkMiZYJKq7d+9i7969WLZsGf78808AwB9//IGbN2/KHBkREZH+MMEi0fz+++/w8vLC0KFDMWHCBFy6dAkA8OGHHyImJkbm6IiIDENqaipu3boldxgkMSZYJJqJEyfC19cXV69ehbm5ua79hRdeQEZGhoyR6R9/gN6zatUqqNXqau0VFRVYtWqVDBHpV2VlJaZOnQoPDw9069YNK1euFJwvLS2FiYmJTNHJT6vVwhi3YoyNjYWjoyMiIiJw6NAhucMhiTDBItEcOHAA77//PkxNTQXtrq6uuHDhgkxRyYM/QO8JCwvD9evXq7X/+eefCAsLkyEi/Zo7dy5WrVqF8ePHY8CAAYiOjsbrr78u6GOMCcaqVavg5eUFc3NzmJubo1OnTli9erXcYenNhQsXkJ6ejrKyMvj7+6Ndu3b48MMPUVJSIndoJCImWCQajUaDqqqqau3nz5+HpaWlDBHJhz9A79FqtVAoFNXaz58/DysrKxki0q81a9ZgxYoViImJwZw5c3DkyBHs27cPYWFhusSqpu+nPktKSsIbb7yBgQMHYuPGjdi4cSOCgoIwfvx4LFy4UO7w9KJBgwZ44YUX8O233+LcuXMYO3Ys1qxZg5YtW2LIkCH49ttvodFo5A6TnhIflUOiCQ4OhpWVFT7//HNYWlri119/hZ2dHYYOHYqWLVsiNTVV7hBlUVpaii+//BLp6ek4efIkgoKCEBERgcGDB0OprJ//xuncuTMUCgVycnLQoUMHNGjQQHeuqqoKZ8+eRVBQEDZu3ChjlNJr1KgRfvvtN7i6uuraLly4gH79+uFf//oX5s+fDxcXlxr/YVJfubm5YdasWRgzZoygPT09HTNnzsTZs2dlikw+P/30E1auXIn09HQ4OTnh6tWrsLGxQWpqKvz9/eUOj/6hBo/vQvRkPv74YwQFBaF9+/a4c+cORo0ahfz8fDRr1gzr1q2TOzzZODg44D//+Q/y8vKQl5eH48ePIyQkpF7/AB02bBgAIDs7G4GBgbCwsNCdMzU1haurK1588UWZotMfR0dHnDlzRpBgOTs7Y//+/ejbty9CQ0Nli00uxcXF6NGjR7X2Hj16oLi4WIaI5FFaWorVq1cjNTUVBQUFGDZsGLZt24aAgACUl5cjISEBISEh+P333+UOlf4hVrBIVHfv3sWGDRuQk5ODmzdvokuXLhg9erRg0buxqOkHaEREhOAH6Pr16+v1D9D09HQEBwfDzMxM7lBkERkZCa1Wiy+++KLauQsXLsDf3x8FBQVGVcHq2LEjRo0ahXfffVfQPmfOHGzYsAHHjx+XKTL9GTx4MHbv3o02bdogMjISY8aMga2traDPxYsX4ejoyKnCOowJFomisrIS7dq1w7Zt2+Dp6Sl3OLLjD1ChiooKXLx4sdpnbdmypUwR6cfvv/+OkydPIjAwsMbzf/zxB/bs2YOQkBA9RyafzZs3Izg4GAEBAejZsycA4ODBg8jIyMDGjRvxwgsvyByh9CIiIhAZGQk/P7+H9tFqtSgqKsIzzzyjx8hITEywSDTOzs7Yu3cvEyzwB+h9+fn5CA8Pr3Yn5f3F78ZUuaG/HD16FAsXLkRubi4AwNPTE5MnT0bnzp1ljoxIPEywSDTz5s1DXl4eVqxYIVjUbIxWrVqF4OBgqFQqQXtFRQXWr19fbYFvfdWzZ080aNAAsbGxcHJyqnbHnLe3t0yR6demTZuwbt065OXlAQDatGmDUaNG4aWXXpI5MpLD22+/DQ8PD7z99tuC9s8++wynT5/GokWL5AmMRMUEi0Rzf0NRCwsLeHl5oXHjxoLzW7ZskSky/TMxMUFxcTHs7e0F7ZcvX4a9vb3RVG4aN26Mo0ePol27dnKHIguNRoORI0di06ZNaNOmje57yM3NxenTpzFixAisW7eu3m/VcOPGDTRp0kT350e5368+c3Z2xtatW9G1a1dB+7FjxzBkyBCcP39epshITMZdZiBRWVtbG8WdYU/C2Pd/uq99+/YoKyuTOwzZfPLJJ9i7dy+2bt2KQYMGCc5t3boVYWFh+OSTTzBp0iR5AtQTGxsb3T84rK2ta/z/hjFNG1++fLnGnwNNmjQx6v+/1DdMsEg0xrrP1d/d3/9JoVCgf//+D93/qT77e4Xiww8/xNSpUzFv3jx4eXmhYcOGgr71vVqRmpqKjz76qFpyBQBDhgzB/PnzjSLB2rdvn+4mj/3798scjfw8PDywa9cuREVFCdp37twJd3d3maIisTHBIhIR939CtQqFVqtF//79BX2MpVqRn5+PgICAh54PCAio9ku2PurTp4/uz25ubnBxcalWxdJqtTh37py+Q5NFdHQ0oqKicOnSJfTr1w8AkJGRgQULFnD9VT3CBItE4+bm9si1JAUFBXqMRh4zZswAcO/5i8a6/xMrFH8xNzfHtWvXHrodxY0bN4zufyNubm41rk+8cuUK3Nzc6n3SDQDh4eFQq9WYO3cuZs+eDeDez4ylS5cazQ0wxoCL3Ek0n3zyieB1ZWUlfvnlF+zatQtTpkxBbGysTJERyeP5559Hy5YtsXTp0hrPjx8/HkVFRdixY4eeI5OPUqlEaWkp7OzsBO2///472rdvj/Lycpkik8elS5dgbm4uqHZT/cAKFolm4sSJNbYnJyfjyJEjeo5G/2xtbZGXl4dmzZrBxsbmkdW8K1eu6DEy+fz66681tisUCpiZmaFly5bVtrKoT9577z34+/vj8uXLiImJQbt27aDVapGbm4sFCxbg22+/NZqKX3R0NIB7f/fTp09Ho0aNdOeqqqrw008/wcfHR6bo5PNgokn1BytYJLmCggL4+Pg89vbsui49PR2vvPIKVCoV0tLSHplgGcvO3Uql8pHfQ8OGDREcHIxly5bV26myr7/+GuPGjauWVNvY2GDZsmX1fk3efX379gUAfPfdd/Dz84Opqanu3P31iTExMWjdurVcIepNaWkpYmJikJGRgYsXL+LBX8PGME1qDJhgkeTmz5+PJUuWoLCwUO5QSM++/fZbTJs2DVOmTEG3bt0AAIcPH8aCBQswY8YM3L17F7GxsQgODsbHH38sc7TSuXXrFnbv3o38/HwA9zYaHTBggKCKYyzub01R3+8gfZTnnnsORUVFiIqKqnED3qFDh8oUGYmJCRaJ5v4WBfdptVqUlJTg0qVLWLJkCcaNGydjdNKrTYXOWH65dOvWDbNnz672LL7du3dj+vTpOHz4ML755htMnjwZZ86ckSlK6ezbtw9RUVH48ccfq/2dX79+HT169EBKSgp69eolU4QkB0tLSxw4cMAop0SNCddgkWiGDh0qSLCUSiXs7Ozg7+9vFDt5P2wDxZoYyxTA8ePHa3zW4jPPPIPjx48DAHx8fFBcXKzv0PRi0aJFGDt2bI0JtZWVFV5//XUkJSUZXYJ15MgRbNy4EUVFRaioqBCcM4YnPri4uFSbFqT6hwkWiWbmzJlyhyCrvy9WLiwsRGxsLEJDQ3UPfM7KykJ6ejoSExPlClHv2rVrhw8++ACff/65bs1NZWUlPvjgA13SfeHCBTg4OMgZpmRycnLw4YcfPvT8gAED6vXUaE3uP4szMDAQ//d//4cBAwYgLy8PpaWleOGFF+QOTy8WLVqE2NhYLFu2DK6urnKHQxLhFCGJhs/f+0v//v0RGRmJkSNHCtrXrl2Lzz//HJmZmfIEpmeHDh3CkCFDoFQq0alTJwD3qlpVVVXYtm0b/v3vf2P16tUoKSnBlClTZI5WfGZmZjhx4gQ8PDxqPH/69Gl4eXnh9u3beo5MPp06dcLrr7+OCRMmwNLSEjk5OXBzc8Prr78OJycnzJo1S+4QJWdjY4Nbt27h7t27aNSoUbUnHBjLXcb1HStYJJqH5epqtVpwx5AxyMrKQkpKSrV2X19fREZGyhCRPHr06IGzZ89izZo1yMvLAwCMGDECo0aNgqWlJQDgtddekzNESTk7Oz8ywfr111/h5OSk56jkdebMGTz//PMA7t09WF5eDoVCgXfeeQf9+vUzigSLu7UbByZY9NQWL14M4N7+NitWrBBsmFdVVYXvv//eKNZg/Z2LiwuWL1+O+fPnC9pXrFgBFxcXmaKSh6WlJcaPHy93GLIYOHAgpk+fjqCgoGrbUNy+fRszZsyo8TmF9ZmNjQ3+/PNPAH8loF5eXrh27Rpu3bolc3T6YSzbtBg7ThHSU3NzcwNwbyfmFi1awMTERHfu/v42CQkJ6N69u1wh6t2OHTvw4osvwsPDQ/e5Dx8+jPz8fGzevBkDBw6UOULpbN26Fc899xwaNmyIrVu3PrLvkCFD9BSVPEpLS9GlSxeYmJggKioKbdu2BQCcPHkSycnJqKqqwrFjx+rtGrSajBo1Cr6+voiOjsbs2bPx6aefYujQodizZw+6dOliFIvc/+7OnTvVFvoby13G9R0TLBJN3759sWXLFtjY2MgdikE4d+4cli5dipMnTwIAPD09MX78+HpfwVIqlSgpKYG9vT2USuVD+xnDw56Be//weOONN7B7927dNLpCoUBgYCCSk5N1/0AxFleuXMGdO3fQvHlzaDQazJ8/H4cOHULr1q3x/vvvG8XPj/LyckybNg0bN27E5cuXq503hv9fGAMmWESkd+fOnUNCQgKWL18udyh6c/XqVZw+fRparRatW7c2ikSitm7fvg1zc3O5w5DchAkTsH//fsyePRuvvfYakpOTceHCBSxbtgwffPABRo8eLXeIJAImWCSq8+fPY+vWrTXub5OUlCRTVPrx66+/omPHjlAqlQ99Bt999++oM1Y5OTno0qUL/6VOAO7dCJOcnIz58+ejpKRE7nAk17JlS6xatQr+/v5o0qQJjh07Bg8PD6xevRrr1q0zqod/12dc5E6iycjIwJAhQ+Du7o6TJ0+iY8eOKCwshFarRZcuXeQOT3I+Pj66qTEfHx8oFIoa76w0lqkxor9Tq9WYOXMm9uzZA1NTU0ydOhXDhg1Damoq3nvvPZiYmOCdd96RO0y9uHLlCtzd3QHcW291f1uG//znP3jjjTfkDI1ExASLRBMXF4eYmBjMmjULlpaW2Lx5M+zt7TF69GgEBQXJHZ7kzp49Czs7O92fiegv8fHxWLZsGQICAnDo0CGMGDECYWFh+PHHH5GUlIQRI0YIbpCpz9zd3XH27Fm0bNkS7dq1w8aNG9GtWzf897//hbW1tdzhkUiYYJFocnNzsW7dOgBAgwYNcPv2bVhYWCAhIQFDhw6t9/8y+/sjYWp6PAyRMdu0aRNWrVqFIUOG4MSJE+jUqRPu3r2LnJycJ37EVH0RFhaGnJwc9OnTB7GxsRg8eDA+++wzVFZW1vulFMaECRaJpnHjxrp1V05OTjhz5gw6dOgAACgrK5MzNFn88ccf+OGHH3Dx4kVoNBrBubffflumqPRj+PDhjzx/7do1/QRCBuP8+fPo2rUrAKBjx45QqVR45513jC65AiCYCg0ICEBubq5uHZaxr8+sT5hgkWj+/e9/44cffoCnpycGDhyIyZMn4/jx49iyZQv+/e9/yx2eXqWlpeH111+HqakpmjZtKvglolAo6n2CZWVl9djzY8aM0VM0ZAiqqqoET3Ro0KCBYFNiY+bq6spnEtZDvIuQRFNQUICbN2+iU6dOKC8vx+TJk3X72yQlJRnVtJmLiwvGjx+PuLi4R+4FRWQslEolnnvuOahUKgDAf//7X/Tr1w+NGzcW9DOWjUYzMjKwcOFC5ObmAri3T96kSZMQEBAgc2QkFiZYJIqqqiocPHgQnTp14iJNAE2bNsXhw4fRqlUruUMhMghhYWFP1C81NVXiSOS3ZMkSTJw4ES+99BL8/PwAAD/++CO++uorLFy4EBMmTJA5QhIDEywSjZmZGXJzc41uZ+qaTJ06Fba2toiNjZU7FCIyMC1atEBsbCyioqIE7cnJyZg3bx4uXLggU2QkJiZYJBpfX198+OGH6N+/v9yhyK6qqgqDBg3C7du34eXlhYYNGwrO804hMlapqal45ZVXjGLH9oexsLBAdnY2PDw8BO35+fno3Lkzbt68KVNkJCYuDiHRzJkzBzExMdi2bRuKi4tx48YNwWFMEhMTsXv3bpSWluL48eP45ZdfdEd2drbc4RHJJjY2Fg4ODoiIiMChQ4fkDkcWQ4YMwddff12t/dtvv8WgQYNkiIikwAoWiebvi7n/ftecVqs1ut3LbWxssHDhQoSGhsodCpFBuXv3Lv773/8iLS0NO3fuhLu7O8LCwhASEgJHR0e5w9OLOXPm4OOPP0bPnj0Fa7AOHjyIyZMno0mTJrq+9f2O4/qMCRaJ5rvvvnvk+T59+ugpEvk5OjriwIEDaN26tdyhEBms0tJSfPnll0hPT8fJkycRFBSEiIgIDB48uF7fffuk61QVCgUKCgokjoakwgSLSAKJiYkoLi7G4sWL5Q6FyKD99NNPWLlyJdLT0+Hk5ISrV6/CxsYGqamp8Pf3lzs8on+MCRaJ6sCBA1i2bBkKCgqwadMmODs7Y/Xq1XBzc8N//vMfucPTmxdeeAH79u1D06ZN0aFDh2qL3I1lrx+impSWlmL16tVITU1FQUEBhg0bhoiICAQEBKC8vBwJCQlYv349fv/9d7lDJfrHuJM7iWbz5s147bXXMHr0aBw7dgxqtRoAcP36dcybNw87duyQOUL9sba2fuzjYoiM0eDBg7F79260adMGY8eOxZgxY2Bra6s737hxY0yePBkfffSRjFFKKzw8/JHnV65cqadISEpMsEg0c+bMQUpKCsaMGYP169fr2nv27Ik5c+bIGJn+GcNmiUT/hL29Pb777jvd4u6a2NnZ4ezZs3qMSr+uXr0qeF1ZWYkTJ07g2rVr6Nevn0xRkdiYYJFoTp06hd69e1drt7Ky4sN9iQjAvZtdunTpUq29oqIC69evx5gxY6BQKOr1o7Vq2qJBo9HgjTfe4NMf6hGuwSLRuLu74/PPP0dAQAAsLS2Rk5MDd3d3rFq1Ch988AF+++03uUPUGzc3N8FWFQ/inUFkrExMTFBcXAx7e3tB++XLl2Fvb29U27k86NSpU/D390dxcbHcoZAIWMEi0YwdOxYTJ07EypUroVAo8McffyArKwsxMTGYPn263OHp1aRJkwSvKysr8csvv2DXrl2YMmWKPEERGYD7++I96Pz587CyspIhIsNx5swZ3L17V+4wSCRMsEg0sbGx0Gg06N+/P27duoXevXtDpVIhJiYGb731ltzh6dXEiRNrbE9OTsaRI0f0HA2R/Dp37gyFQgGFQoH+/fujQYO/fv1UVVXh7NmzCAoKkjFC/YmOjha81mq1KC4uxvbt2xESEiJTVCQ2ThGS6CoqKnD69GncvHkT7du3h4WFhdwhGYyCggL4+PgY3aODiGbNmqX778mTJwt+LpiamsLV1RUvvvgiTE1N5QpRb/r27St4rVQqYWdnh379+iE8PFyQfFLdxb9FEp2pqSksLS1haWnJ5OoBX331leCWdCJjMWPGDACAq6srgoODYWZmJnNE8tm/f7/cIZAeMMEi0dy9exezZs3C4sWLdU+Dt7CwwFtvvYUZM2ZU22yzPrs/HXKfVqtFSUkJLl26hCVLlsgYGZG8OAUGnD17Fnfv3q32KK38/Hw0bNgQrq6u8gRGomKCRaJ56623sGXLFsyfP1+3x01WVhZmzpyJy5cvY+nSpTJHqD9Dhw4VJFj3pwD8/f3Rrl07GSMj0j9bW1vk5eWhWbNmsLGxeeQdtleuXNFjZPIIDQ1FeHh4tQTrp59+wooVK5CZmSlPYCQqrsEi0VhZWWH9+vV47rnnBO07duzAyJEjcf36dZki058nXVvVpEkTiSMhMhzp6el45ZVXoFKpkJaW9sgEyxgqXE2aNMGxY8fg4eEhaD99+jR8fX25b2A9wQoWiUalUtVY2nZzczOKhavAvUfkPOqXx/1b1I15rx8yPn9PmkJDQ+ULxEAoFAr8+eef1dqvX7/Onw31CCtYJJqEhAScPHkSqampUKlUAAC1Wo2IiAi0bt1at8i1Pvvuu+90f9ZqtRg4cCBWrFgBZ2dnQb8+ffroOzQi2dTmrlljqO4OHjwY5ubmWLduHUxMTADc26oiODgY5eXl2Llzp8wRkhiYYJFoXnjhBWRkZEClUsHb2xsAkJOTg4qKCvTv31/Qd8uWLXKEqHd/39GeyFgplcpHVnb/zhgqOL/99ht69+4Na2tr9OrVCwBw4MAB3LhxA/v27UPHjh1ljpDEwClCEo21tTVefPFFQZuLi4tM0RCRofj7tgSFhYWIjY1FaGio4GaY9PR0JCYmyhWiXrVv3x6//vorPvvsM+Tk5MDc3BxjxoxBVFQUt3GpR1jBIpIQK1hEQv3790dkZCRGjhwpaF+7di0+//xz3kFH9YZS7gCI6rsnnRohMgZZWVnw9fWt1u7r64vDhw/LEJH+paamYtOmTdXaN23ahPT0dBkiIilwipBEc/nyZcTHx2P//v24ePEiNBqN4Lwx7G8zfPhwwes7d+5g/PjxaNy4saDdWNagET3IxcUFy5cvx/z58wXtK1asMJolBYmJiVi2bFm1dnt7e4wbN84otqowBkywSDSvvfYaTp8+jYiICDg4OBhl5cbKykrw+tVXX5UpEiLDtHDhQrz44ovYuXMnunfvDgA4fPgw8vPzsXnzZpmj04+ioiK4ublVa3/mmWdQVFQkQ0QkBSZYJJoDBw7ghx9+0N1BaIxSU1PlDoHIoA0cOBB5eXlYunQpTp48CeDetgXjx483mgqWvb09fv3112r7Bubk5KBp06byBEWiY4JFomnXrh1u374tdxhEZOBcXFwwb948ucOQzciRI/H222/D0tISvXv3BnBvD72JEyfilVdekTk6EgvvIiTR/Pzzz4iNjUV8fDw6duxY7eHOxrCBIBFV9+uvv6Jjx45QKpX49ddfH9m3U6dOeopKPhUVFXjttdewadMmNGhwr85RVVWFkJAQpKSkGM2TL+o7Jlgkmvz8fIwaNQrHjh0TtPPxMETGTalUoqSkBPb29rpNR2v61WNsPyd+/vlnFBYWwtzcHF5eXnjmmWfkDolExClCEs3o0aPRsGFDrF271mgXuRNRdWfPnoWdnZ3uz8bs2rVreO+997BhwwZcvXoVAGBjY4NXXnkFc+bMgbW1tbwBkmhYwSLRNGrUCL/88gvatm0rdyhERAbnypUr8PPzw4ULFzB69Gh4enoCuPfonLVr18LFxQWHDh2CjY2NzJGSGFjBItH4+vri3LlzTLCI6JH++OMP/PDDDzXul/f222/LFJX0EhISYGpqijNnzsDBwaHauQEDBiAhIQELFy6UKUISEytYJJpNmzZh5syZmDJlCry8vKotcjeGxatE9GhpaWl4/fXXYWpqiqZNmwqWEigUChQUFMgYnbRcXV2xbNkyBAYG1nh+165dGD9+PAoLC/UbGEmCCRaJRqms/uSl+4tZjW3xKhHVzMXFBePHj0dcXFyNPzPqM5VKhTNnzqBFixY1nj9//jw8PDxw584dPUdGUuAUIYnG2BevEtHj3bp1C6+88orRJVcA0KxZMxQWFj40wTp79ixsbW31HBVJhRUsIiLSm6lTp8LW1haxsbFyh6J34eHhOHPmDPbs2VNtryu1Wo3AwEC4u7tj5cqVMkVIYmKCRaJavXo1UlJScPbsWWRlZeGZZ57BokWL4ObmhqFDh8odHhHJrKqqCoMGDcLt27drXKuZlJQkU2TSO3/+PHx9faFSqTBhwgS0a9cOWq0Wubm5WLJkCdRqNY4cOWI0jwyq7zhFSKJZunQp4uPjMWnSJMydO1e35sra2hqLFi1igkVESExMxO7du3V3Gz+4yL0+a9GiBbKysvDmm28iLi5Ot9mqQqHAs88+i88++4zJVT3CChaJpn379pg3bx6GDRsGS0tL5OTkwN3dHSdOnIC/vz/KysrkDpGIZGZjY4OFCxciNDRU7lBkdfXqVeTn5wMAPDw8uPaqHmIFi0Rz9uxZdO7cuVq7SqVCeXm5DBERkaFRqVTo2bOn3GHIzsbGBt26dZM7DJKQ8d3GQZJxc3NDdnZ2tfZdu3bpdiwmIuM2ceJEfPrpp3KHQSQ5VrDoqSUkJCAmJgbR0dGYMGEC7ty5A61Wi8OHD2PdunVITEzEihUr5A6TiAzA4cOHsW/fPmzbtg0dOnSotsh9y5YtMkVGJC6uwaKnZmJiguLiYtjb22PNmjWYOXMmzpw5AwBo3rw5Zs2ahYiICJmjJCJDEBYW9sjzqampeoqESFpMsOipKZVKlJSUwN7eXtd269Yt3Lx5U9BGRERkLDhFSKJ48PbqRo0aoVGjRjJFQ0REJC9WsOipKZVKWFlZPXYPmytXrugpIiIyVG5ubo/8WVGfH/ZMxoUVLBLFrFmzYGVlJXcYRGTgJk2aJHhdWVmJX375Bbt27cKUKVPkCYpIAqxg0VOraQ0WEVFtJCcn48iRI1zkTvUGEyx6an+/i5CI6J8oKCiAj48Pbty4IXcoRKLgRqP01JijE9HT+uqrr/i4GKpXuAaLnppGo5E7BCKqIzp37ixY5K7ValFSUoJLly5hyZIlMkZGJC4mWEREpDdDhw4VJFhKpRJ2dnbw9/dHu3btZIyMSFxcg0VERJJ70rVVTZo0kTgSIv1ggkVERJJTKpWP3P9Kq9VCoVCgqqpKj1ERSYdThEREJLn9+/fr/qzVajFw4ECsWLECzs7OMkZFJB1WsIiISO8sLS2Rk5MDd3d3uUMhkgS3aSAiIiISGRMsIiIiIpExwSIiIlk87gHxRHUZF7kTEZHkhg8fLnh9584djB8/Ho0bNxa0b9myRZ9hEUmGCRYREUnOyspK8PrVV1+VKRIi/eBdhEREREQi4xosIiIiIpExwSIiIiISGRMsIiIiIpExwSIiIiISGRMsIiIiIpExwSIiIiISGRMsIiIiIpH9PzMR5jvGMpVfAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "seaborn.heatmap(dataTraining.corr())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "qG6LB7yDjAmx" + }, + "outputs": [], + "source": [ + "### 2. Медиана" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136 + }, + "id": "YMbWszYgjAmx", + "outputId": "d66c8b8e-f38a-43f3-cfbd-93178a035139" + }, + "outputs": [], + "source": [ + "dataTraining.median() # Выведем медиану для датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "yRYKb92DjAm5" + }, + "outputs": [], + "source": [ + "### 4. Уникальные значения и их количество" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136 + }, + "id": "BlNFl4MxjAm9", + "outputId": "68433809-3603-42f7-cdec-aa4594cfe6f2" + }, + "outputs": [], + "source": [ + "dataTraining.nunique() # Выведем количество уникльных значений для всех столбцов датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "4EKcGjQKjAnA", + "outputId": "08915e97-77d3-4b26-e040-aa301943ec15" + }, + "outputs": [], + "source": [ + "dataTraining.Occupancy.unique() # Выведем уникальные значения для столбца Occupancy датафрейма dataTraining" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8F6G2AUnKFCA" + }, + "source": [ + "# Глоссарий\n", + "\n", + "\n", + "pd.DataFrame(данные, columns = [колонки, если есть], index = [индексы ,если есть]) - создать датафрейм\n", + "\n", + "pd.read_csv(полный адрес расположения файла) - открыть .csv файл\n", + "\n", + "------------\n", + "\n", + ".head() - посмотреть верхушку датафрейма (первые n строк)\n", + "\n", + ".tail() - посмотреть конец датафрейма (последние n строк)\n", + "\n", + ".columns - список колонок датафрейма\n", + "\n", + ".values - вывести массив всех значений датафрейма\n", + "\n", + ".index - список индексов датафрейма\n", + "\n", + ".tolist() - перевести в список\n", + "\n", + ".count() - посчитать количество определенных величин во фрейме\n", + "\n", + ".describe() - посмотреть основные статистические характеристики фрейма\n", + "\n", + ".shape - форма фрейма (строки, колонки)\n", + "\n", + ".size - размер фрейма строки*колонки\n", + "\n", + ".info() - информация о данных каждой колонки\n", + "\n", + ".dtypes - тип данных каждой колонки\n", + "\n", + ".isnull() - где недостает значений\n", + "\n", + ".isna()- есть ли значения None\n", + "\n", + ".dropna() - выкинуть строки/колонки с None\n", + "\n", + ".fillna() - заполнить заданным значеним ячейки, где есть None\n", + "\n", + ".loc[] - вывести значения по названиям колонок\n", + "\n", + ".iloc[] - вывести значения по индексам колонок\n", + "\n", + ".drop() - выкинуть определенные значения\n", + "\n", + "--------------\n", + "\n", + "pd.to_datetime(колонка, которую переводим в формат временного ряда)\n", + "\n", + ".groupby() - сгруппировать по конкретному признаку\n", + "\n", + ".copy() - создать копию\n", + "\n", + ".sort_values() - сортировка значений\n", + "\n", + "pd.concat([df1,df2]) - конкатенация фреймов\n", + "\n", + ".merge(второй_датафрейм, on = 'общая колонка, по которой склеиваем', how = 'с какой стороны') - конкатенация фреймов через общий признак\n", + "\n", + "-------------\n", + "\n", + "\n", + ".corr() - вычислить корреляцию\n", + "\n", + ".median() - вычислить медиану\n", + "\n", + ".cumsum() - вычислить кумулятивную сумму\n", + "\n", + ".cumprod() - вычислить кумулятивное произведение\n", + "\n", + ".cummax() - вычислить кумулятивный максимум\n", + "\n", + "-------------\n", + "\n", + ".quantile([]) - вычислить квантили\n", + "\n", + ".nunique() - уникальные значения для n-колонок/строк\n", + "\n", + ".unique() - уникальные значения определенной колонки/строк\n", + "\n", + "------------\n", + "\n", + ".apply(функция) - применить функцию для колонки/строки\n", + "\n", + ".agg(набор_функций) - применить ряд функций для колонки/строки\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Ku19ab06hkRZ" + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "colab": { + "collapsed_sections": [ + "_mybfuLlhkzU", + "0Chntu25WIF2", + "Af1_T2N8jAfF", + "X6KDR8HPjAf3", + "C8xqSqQujAmh", + "hR8AlUzejAmh", + "qG6LB7yDjAmx", + "xzJAnTajjAm3", + "yRYKb92DjAm5", + "Idy8pVuvjAnD", + "G_jD-MltjAnR", + "9TdHEC0ajAng", + "3ANmDztPdeNy" + ], + "provenance": [] + }, + "kernelspec": { + "display_name": 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+Bay,,4/10/1995,3.2,8.5,7.1,0.25,0.7,15,,48.2,4:48,Feldman,,,9,1995 +Bay,,4/18/1995,3,9,7.1,0.25,0.5,16,,58.1,2:24,Feldman,,,14.5,1995 +Bay,,4/24/1995,3,9.7,7.4,0.25,0.55,12.5,,50,0:00,Feldman,,,10,1995 +Bay,,5/1/1995,3.2,8.9,7.2,0.3,0.6,15,,52.7,16:48,Feldman,,,11.5,1995 +Bay,,5/15/1995,3.3,6.8,6.8,0.3,0.55,21.5,,74.3,7:12,Feldman,,,23.5,1995 +Bay,,5/22/1995,3.3,6.8,6.8,0.3,0.55,21.5,,74.3,7:12,Feldman,,,23.5,1995 +Bay,,5/29/1995,3.5,8.5,7.5,0.4,0.4,22,,80.6,14:24,Feldman,,,27,1995 +Bay,,6/5/1995,4,7.8,7.6,0.3,0.3,25,,73.4,9:36,Feldman,,,23,1995 +Bay,,6/12/1995,3.5,7.7,7.9,0.4,0.9,26.5,,77.9,21:36,Feldman,,,25.5,1995 +Bay,,6/19/1995,3.2,7.7,8,0.4,0.55,25,,75.2,4:48,Feldman,,,24,1995 +Bay,,6/26/1995,4,8.8,8.3,0.5,0.8,28.5,,82.4,9:36,Feldman,,,28,1995 +Bay,,7/3/1995,4,8,,0.45,0.8,26,,80.6,N/A,Feldman,,,27,1995 +Bay,,7/10/1995,4,7,7.9,0.35,0.7,26,,79.7,16:48,Feldman,,,26.5,1995 +Bay,,7/17/1995,4,7,8,0.45,1,30,,84.2,4:48,Feldman,,,29,1995 +Bay,,7/24/1995,4.5,7.2,8.4,0.55,0.9,32,,92.3,7:12,Feldman,,,33.5,1995 +Bay,,7/31/1995,4.5,7.6,8.1,0.5,0.8,29.5,,84.2,4:48,Feldman,,,29,1995 +Bay,,8/7/1995,4.5,8.7,8.2,0.5,0.6,24,,71.6,14:24,Feldman,,,22,1995 +Bay,,8/22/1995,5.5,7.4,8.8,0.3,0.5,25,,81.5,12:00,Feldman,,,27.5,1995 +Bay,,8/29/1995,4.5,9.9,8.7,0.35,0.65,25.5,,78.8,,Feldman,,,26,1995 +Bay,,9/5/1995,4.8,10.5,9,0.3,0.75,26,,80.6,14:24,Feldman,,,27,1995 +Bay,,9/12/1995,4.5,10.4,9.2,0.3,0.7,24.5,,80.6,14:24,Feldman,,,27,1995 +Bay,,9/28/1995,4.8,9.5,8.7,0.3,0.7,21,,75.2,4:48,Feldman,,,24,1995 +Bay,,10/5/1995,4.4,9.9,7.2,0.3,0.45,15.5,,62.96,23:02,Feldman,,,17.2,1995 +Bay,,10/6/1995,5,8.9,8.5,0.45,1.15,24.5,,81.5,12:00,Feldman,,,27.5,1995 +Bay,,10/11/1995,2.4,8.69,7.2,0.3,0.75,17.5,,58.64,15:21,Feldman,,,14.8,1995 +Bay,,10/20/1995,2.2,9.71,7.6,0.35,0.73,15,,56.48,11:31,Feldman,,,13.6,1995 +Bay,,10/23/1995,4.5,11.6,9,0.4,0.8,18.5,,68.9,21:36,Feldman,,,20.5,1995 +Bay,,10/26/1995,2.8,8.15,6.7,0.38,0.75,19,,67.28,6:43,Feldman,,,19.6,1995 +Bay,,10/30/1995,4.5,9.9,8.5,0.45,0.75,14,,59.9,21:36,Feldman,,,15.5,1995 +Bay,,11/6/1995,4,11.8,8.5,0.55,0.55,9.5,,51.8,19:12,Feldman,,,11,1995 +Bay,,11/13/1995,4.5,11.3,8.1,0.55,0.7,9.5,,57.2,4:48,Feldman,,,14,1995 +Bay,,11/20/1995,4,11.8,8.4,0.55,0.55,8,,50.9,21:36,Feldman,,,10.5,1995 +Bay,,11/27/1995,4,9.5,8.1,0.75,0.75,10,,48.2,4:48,Feldman,,,9,1995 +Bay,,12/11/1995,,,,,,,,28.4,9:36,Feldman,,,-2,1995 +Bay,,1/22/1996,4,11.7,7.4,0.4,0.55,4,,39.2,4:48,"Strader, Pease, Feldman",,,4,1996 +Bay,,1/29/1996,3.5,11.2,7.2,0.35,0.65,4,,42.8,19:12,"Strader, Pease, Feldman",,,6,1996 +Bay,,2/12/1996,3.5,10.8,7.1,0.35,0.6,5,,44.6,14:24,"Strader, Pease, Feldman",,,7,1996 +Bay,,2/26/1996,3,8.7,7.1,0.2,0.75,10.5,,60.8,19:12,"Strader, Pease, Feldman",,,16,1996 +Bay,,3/4/1996,3,11.5,7.4,0.3,0.45,3.5,,38.3,7:12,"Strader, Pease, Feldman",,,3.5,1996 +Bay,,3/11/1996,,,,0.05,0.05,,,38.3,7:12,"Strader, Pease, Feldman",,,3.5,1996 +Bay,,3/18/1996,3,10.1,7,0.4,0.45,7.5,,44.6,14:24,"Strader, Pease, Feldman",,,7,1996 +Bay,,3/25/1996,3,10,7.2,0.35,0.7,10,,61.7,N/A,"Strader, Pease, Feldman",,,16.5,1996 +Bay,,4/8/1996,3,10.7,7.3,0.35,0.55,8,,42.8,19:12,"Strader, Pease, Feldman",,,6,1996 +Bay,,4/22/1996,3,9.2,8.2,0.4,0.95,21,,71.6,14:24,"Strader, Pease, Feldman",,,22,1996 +Bay,,4/29/1996,3,8.9,8,0.45,0.85,18,,69.8,19:12,"Strader, Pease, Feldman",,,21,1996 +Bay,,5/13/1996,3,9.2,8.1,0.3,0.7,17,,57.2,4:48,"Strader, Pease, Feldman",,,14,1996 +Bay,,5/20/1996,3,9,8.8,0.4,0.75,28,,86,,"Strader, Pease, Feldman",,,30,1996 +Bay,,5/27/1996,3,9.6,8.6,0.25,0.6,19,,63.5,12:00,"Strader, Pease, Feldman",,,17.5,1996 +Bay,,6/3/1996,3,8.7,8.5,0.35,0.5,17,,59.9,21:36,"Strader, Pease, Feldman",,,15.5,1996 +Bay,,6/10/1996,3,8,8.1,0.45,1.02,24,,67.1,2:24,"Strader, Pease, Feldman",,,19.5,1996 +Bay,,6/17/1996,3,8.8,8.4,0.45,0.75,27,,77,0:00,"Strader, Pease, Feldman",,,25,1996 +Bay,,6/24/1996,3,8,8.6,0.55,0.8,26.5,,77,0:00,"Strader, Pease, Feldman",,,25,1996 +Bay,,8/2/1996,2.5,6.4,7.3,0.4,0.8,26,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,8/11/1996,3.1,,7.6,0.3,0.4,28.5,,,12:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,8/18/1996,3,4.65,7.3,0.3,0.68,27.5,,,12:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/1/1996,2.8,2,7.4,0.28,0.4,25,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/15/1996,3,2,,0.3,0.8,23.5,,,12:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/22/1996,3.1,2,7.4,0.4,0.9,22,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/28/1996,3.2,1.7,7.5,0.43,0.88,23,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,10/5/1996,4.4,9.9,7.2,0.3,0.45,15.5,,62.96,23:02,"Strader, Pease, Feldman",,,17.2,1996 +Bay,,10/11/1996,2.4,8.69,7.2,0.3,0.75,17.5,,58.64,15:21,"Strader, Pease, Feldman",,,14.8,1996 +Bay,,10/20/1996,2.2,9.71,7.6,0.35,0.73,15,,56.48,11:31,"Strader, Pease, Feldman",,,13.6,1996 +Bay,,10/26/1996,2.8,8.15,6.7,0.38,0.75,19,,67.28,6:43,"Strader, Pease, Feldman",,,19.6,1996 +Bay,,11/3/1996,2,6.5,6.8,0.48,0.58,10.1,,48.74,17:45,"Strader, Pease, Feldman",,,9.3,1996 +Bay,,11/12/1996,1.9,11.43,7.1,0.45,0.55,6.2,,41.414,9:56,"Strader, Pease, Feldman",,,5.23,1996 +Bay,,11/17/1996,1.8,11.8,6.8,0.28,0.3,9.1,,51.44,10:33,"Strader, Pease, Feldman",,,10.8,1996 +Bay,,12/1/1996,1.9,10.9,6.9,0.4,0.6,11,,63.5,12:00,"Strader, Pease, Feldman",,,17.5,1996 +Bay,,12/8/1996,1.6,11.2,6.9,0.4,0.65,9.1,,51.08,1:55,"Strader, Pease, Feldman",,,10.6,1996 +Bay,,12/21/1996,1.8,12.25,6.9,0.31,0.61,5.21,,38.3,7:12,"Strader, Pease, Feldman",,,3.5,1996 +Bay,,1/5/1997,2,9.2,6.7,0.2,0.7,13.5,,63.32,7:40,"Pease, Strader",,,17.4,1997 +Bay,,1/19/1997,1.3,13.3,7,0.3,0.3,0,,,0:00,"Pease, Strader",,,-17.77777778,1997 +Bay,,2/1/1997,1.5,10.9,6.6,2.5,3.5,10.1,,62.06,1:26,"Pease, Strader",,,16.7,1997 +Bay,,2/15/1997,1.3,10.55,6.6,0.3,0.6,8.2,,41,0:00,"Pease, Strader",,,5,1997 +Bay,,3/3/1997,1.8,9.45,6.9,0.3,0.54,14.1,,48.02,0:28,"Pease, Strader",,,8.9,1997 +Bay,,3/15/1997,1.2,10.2,6.5,0.2,0.52,13.2,,47.66,15:50,"Pease, Strader",,,8.7,1997 +Bay,,4/13/1997,1.2,9.8,6.9,0.28,0.74,17.1,,68.18,4:19,"Pease, Strader",,,20.1,1997 +Bay,,4/19/1997,1.3,10.8,6.7,0.2,0.49,11,,59.54,12:57,"Pease, Strader",,,15.3,1997 +Bay,,4/26/1997,1.1,10.1,6.8,0.25,0.55,15.5,,59.36,8:38,"Pease, Strader",,,15.2,1997 +Bay,,5/4/1997,1.1,9.73,6.5,0.3,0.88,18,,61.52,12:28,"Pease, Strader",,,16.4,1997 +Bay,,5/12/1997,1.5,9.5,7.3,0.3,0.67,21,,,0:00,"Pease, Strader",,,-17.77777778,1997 +Bay,,5/16/1997,1.3,10.2,6.6,0.35,0.7,20.5,,68.36,8:38,"Pease, Strader",,,20.2,1997 +Bay,,5/24/1997,1.6,9.9,7.5,0.38,0.5,23,,72.14,3:21,"Pease, Strader",,,22.3,1997 +Bay,,5/30/1997,1.6,9.5,8,,0.2,23,,,0:00,"Pease, Strader",,,-17.77777778,1997 +Bay,,6/8/1997,1,10.5,6.3,0.1,0.15,18,,61.7,16:48,"Pease, Strader",,,16.5,1997 +Bay,,6/21/1997,1.5,7.5,6.5,0.4,0.7,26.5,,84.02,0:28,"Pease, Strader",,,28.9,1997 +Bay,,6/27/1997,1.5,8.5,8,0.5,0.62,29,,78.4,9:36,"Pease, Strader",,,25.77777778,1997 +Bay,,7/6/1997,1.5,7.6,6.8,0.48,0.68,27,,76.46,11:02,"Pease, Strader",,,24.7,1997 +Bay,,7/12/1997,1.5,8.55,6.4,0.4,0.4,27,,80.06,1:26,"Pease, Strader",,,26.7,1997 +Bay,,7/20/1997,1.6,8.7,7.4,0.39,0.58,27.5,,83.48,11:31,"Pease, Strader",,,28.6,1997 +Bay,,7/27/1997,1.5,9.7,7.8,0.38,0.69,27,,86.72,17:16,"Pease, Strader",,,30.4,1997 +Bay,,7/29/1997,1.5,8.1,8,0.4,0.65,28,,82,0:00,"Pease, Strader",,,27.77777778,1997 +Bay,,8/9/1997,1.7,9.8,8.6,0.38,0.5,27.5,,78.62,14:52,"Pease, Strader",,,25.9,1997 +Bay,,8/15/1997,1.7,7.7,8.2,0.45,0.63,8.4,,82.6,14:24,"Pease, Strader",,,28.11111111,1997 +Bay,,8/22/1997,1.7,9,8.2,0.38,0.67,25.5,,77.7,16:48,"Pease, Strader",,,25.38888889,1997 +Bay,,8/30/1997,1.8,9.6,8.1,0.32,0.45,26,,78.98,23:31,"Pease, Strader",,,26.1,1997 +Bay,,9/14/1997,1.9,9.6,7.9,0.21,0.61,24,,78.62,14:52,"Pease, Strader",,,25.9,1997 +Bay,,10/5/1997,1.9,10.25,8.2,0.28,0.65,21.6,,74.12,2:52,"Pease, Strader",,,23.4,1997 +Bay,,10/26/1997,,9.6,7.5,0.35,0.61,,,62.6,14:24,"Pease, Strader",,,17,1997 +Bay,,11/9/1997,1.8,10.6,6.5,0.35,0.65,12,,51.62,14:52,"Pease, Strader",,,10.9,1997 +Bay,,12/6/1997,1.5,14.3,6.9,0.3,0.45,6,,40.1,2:24,"Pease, Strader",,,4.5,1997 +Bay,,1/4/1998,1.5,12.3,6.4,0.25,0.5,8.9,,57.2,4:48,Strader,,,14,1998 +Bay,,1/25/1998,1.2,12.5,6.5,0.3,0.6,8.1,,45.86,20:38,Strader,,,7.7,1998 +Bay,,2/22/1998,1.1,10.7,6.3,0.25,0.75,10.5,,,12:00,Strader,,,-17.77777778,1998 +Bay,,3/22/1998,1,11.1,6.4,0.25,0.71,11,,48.74,17:45,Strader,,,9.3,1998 +Bay,,4/19/1998,1,10.8,6.9,0.3,0.78,17,,,0:00,Strader,,,-17.77777778,1998 +Bay,,5/2/1998,1,10.9,8.2,0.35,0.78,21.5,,72.5,12:00,Strader,,,22.5,1998 +Bay,,5/17/1998,1.1,9.3,6.8,0.25,0.48,23.5,,80.78,18:43,Strader,,,27.1,1998 +Bay,,6/7/1998,1.1,10,7.2,0.4,0.5,22.9,,,21:36,Strader,,,-17.77777778,1998 +Bay,,6/14/1998,0.9,9.7,6.8,0.4,0.65,26,,79.88,21:07,Strader,,,26.6,1998 +Bay,,7/5/1998,1,8.4,6.9,0.32,0.65,26,,82.04,0:57,Strader,,,27.8,1998 +Bay,,7/25/1998,0.9,8.6,7.3,0.4,0.65,29,,81.32,7:40,Strader,,,27.4,1998 +Bay,,8/23/1998,1,11,8.8,0.3,0.62,28,,85.1,2:24,Strader,,,29.5,1998 +Bay,,9/12/1998,0.9,10.8,8.5,0.28,0.66,25,,87.1,2:24,Strader,,,30.61111111,1998 +Bay,,11/2/1998,1.1,10,6.9,0.3,0.35,14,,58.28,6:43,Strader,,,14.6,1998 +Bay,,11/21/1998,1,10.9,7.3,0.3,0.48,15,,57.56,13:26,Strader,,,14.2,1998 +A,,8/11/1999,3,2.6,7.7,0.6,0.6,26,,80.96,23:02,Not Recorded,,,27.2,1999 +A,,8/18/1999,3,1.6,8.7,,,31,,91.4,9:36,Not Recorded,,,33,1999 +A,,9/8/1999,1.8,1.35,8.2,0.4,1,28,,76.6,14:24,Not Recorded,,,24.77777778,1999 +A,,10/15/1999,0.1,5.65,7.3,0.6,0.8,20,,,0:00,Not Recorded,,,-17.77777778,1999 +A,,11/10/1999,0,6.7,7.6,0.65,0.95,18,,,0:00,Not Recorded,,,-17.77777778,1999 +A,,12/16/1999,,4.7,8.2,0.6,0.8,,,52,0:00,Not Recorded,,,11.11111111,1999 +A,,12/30/1999,1,7.8,6.9,0.65,0.85,8,,42.8,19:12,Not Recorded,,,6,1999 +B,,8/11/1999,2.5,3.1,8.1,0.25,0.25,27,,80.96,23:02,Not Recorded,,,27.2,1999 +B,,8/18/1999,3,2.2,8.9,,,30,,87.8,19:12,Not Recorded,,,31,1999 +B,,9/8/1999,0.9,3.6,8.2,0.3,0.3,32,,,0:00,Not Recorded,,,-17.77777778,1999 +B,,10/15/1999,1,4.7,7,0.3,0.3,17,,,0:00,Not Recorded,,,-17.77777778,1999 +B,,10/27/1999,,,7.7,0.25,0.25,,,72,0:00,Not Recorded,,,22.22222222,1999 +B,,11/10/1999,1,6.3,7.4,0.4,0.4,16,,,0:00,Not Recorded,,,-17.77777778,1999 +B,,12/16/1999,,3.25,7.9,0.21,0.21,,,51,0:00,Not Recorded,,,10.55555556,1999 +B,,12/30/1999,0.2,6.1,6.9,0.25,0.25,7,,41,0:00,Not Recorded,,,5,1999 +C,,8/11/1999,3,1.9,8.5,0.5,0.5,27,,84.2,4:48,Not Recorded,,,29,1999 +C,,8/18/1999,0.1,1.9,8.8,,,27,,82.4,9:36,Not Recorded,,,28,1999 +C,,9/8/1999,1,2.4,8,5.8,5.8,34,,,0:00,Not Recorded,,,-17.77777778,1999 +C,,9/22/1999,1,3.7,7.8,0.8,0.8,18,,60,0:00,Not Recorded,,,15.55555556,1999 +C,,10/15/1999,0.1,5.5,6.6,0.55,0.55,19,,,0:00,Not Recorded,,,-17.77777778,1999 +C,,10/27/1999,0,3.7,7.7,0.55,0.55,43,,72,0:00,Not Recorded,,,22.22222222,1999 +C,,11/10/1999,0.2,10,7.8,0.6,0.6,17,,,0:00,Not Recorded,,,-17.77777778,1999 +C,,12/16/1999,,4.3,7.9,0.7,0.7,,,50,0:00,Not Recorded,,,10,1999 +C,,12/30/1999,0.1,7.3,6.9,0.7,0.7,5,,41,0:00,Not Recorded,,,5,1999 +D,,8/11/1999,0.2,2.5,8.6,0.63,1.25,27,,85.46,11:02,Not Recorded,,,29.7,1999 +D,,8/18/1999,3,2.8,8,,,28,,87.8,N/A,Not Recorded,,,31,1999 +D,,9/8/1999,0,1.5,7.4,1.75,1.85,34.5,,,12:00,Not Recorded,,,-17.77777778,1999 +D,,9/22/1999,0,1.9,7.6,0.5,1.65,18,,,0:00,Not Recorded,,,-17.77777778,1999 +D,,10/15/1999,0,3.25,7.3,0.55,1.55,17,,,0:00,Not Recorded,,,-17.77777778,1999 +D,,10/27/1999,0.4,3.4,7.4,0.95,1.35,42.5,,72,0:00,Not Recorded,,,22.22222222,1999 +D,,11/10/1999,0,6.5,8,1.05,1.5,15,,60,0:00,Not Recorded,,,15.55555556,1999 +D,,11/30/1999,0,6.45,8.8,1.15,1.35,,,37.2,4:48,Not Recorded,,,2.888888889,1999 +D,,12/16/1999,0,7.8,8.9,0.8,1.4,11,,49,0:00,Not Recorded,,,9.444444444,1999 +D,,12/30/1999,0,8.25,8,1.1,1.4,5,,41,0:00,Not Recorded,,,5,1999 +Bay,,1/9/1999,1.2,11.2,7.2,0.28,0.5,9,,58.82,19:40,"Strader, S. Poe",,,14.9,1999 +Bay,,1/23/1999,1.1,11.2,6.7,0.28,0.6,15,,,0:00,"Strader, S. Poe",,,-17.77777778,1999 +Bay,,8/5/1999,1.8,1.8,9.5,0.35,0.35,27,,,0:00,"Strader, S. Poe",,,-17.77777778,1999 +Bay,,8/11/1999,3,7,9.2,0.4,0.65,28,,86.54,12:57,"Strader, S. Poe",,,30.3,1999 +Bay,,8/18/1999,3,3,9.1,,,29,,87.8,19:12,"Strader, S. Poe",,,31,1999 +Bay,,9/8/1999,2.2,1.9,8.5,0.9,0.95,28,,76.6,14:24,"Strader, S. Poe",,,24.77777778,1999 +Bay,,10/15/1999,2,4.8,5.7,0.42,0.5,16,,65,0:00,"Strader, S. Poe",,,18.33333333,1999 +Bay,,10/27/1999,0.3,4.3,8.6,0.5,0.5,24.5,,,N/A,"Strader, S. Poe",,,-17.77777778,1999 +Bay,,11/10/1999,1,7.5,8.1,5.5,5.5,14,,60,0:00,"Strader, S. Poe",,,15.55555556,1999 +Bay,,12/16/1999,1,8.7,9.1,0.5,0.85,11,,48,0:00,"Strader, S. Poe",,,8.888888889,1999 +Bay,,12/30/1999,0.1,6.1,7,0.25,0.45,5,,41,0:00,"Strader, S. Poe",,,5,1999 +A,,2/17/2000,0.08,,8,0.95,1.05,9,,43,0:00,Not Recorded,,,6.111111111,2000 +A,,2/29/2000,1.5,5,8.1,0.9,1.1,15,,58,0:00,Not Recorded,,,14.44444444,2000 +A,,3/13/2000,1,,7.5,0.85,0.88,14,,48,0:00,Not Recorded,,,8.888888889,2000 +A,,4/3/2000,1,,7,0.55,1.05,19,,,0:00,Not Recorded,,,-17.77777778,2000 +A,,5/1/2000,0.5,3.6,7.1,0.9,1,23,,75,0:00,Not Recorded,,,23.88888889,2000 +A,,5/15/2000,1,6.4,8.2,0.85,0.9,27,,71,0:00,Not Recorded,,,21.66666667,2000 +A,,5/30/2000,0.5,,7.8,0.65,0.65,15,,58,0:00,Not Recorded,,,14.44444444,2000 +A,,6/13/2000,1,,8,0.45,0.55,27,,72,0:00,Not Recorded,,,22.22222222,2000 +A,,6/26/2000,1,5.5,8,0.55,0.55,30.5,,84.2,,Not Recorded,,,29,2000 +A,,7/11/2000,0.8,,8.1,0.37,0.8,31,,80.6,14:24,Not Recorded,,,27,2000 +A,,7/24/2000,0.05,6.1,8,0.55,0.55,25,,78,0:00,Not Recorded,,,25.55555556,2000 +A,,8/10/2000,0,,6.4,0.65,0.65,29,,83,0:00,Not Recorded,,,28.33333333,2000 +A,,8/22/2000,0,5.2,7.5,0.65,0.65,25,,72,0:00,Not Recorded,,,22.22222222,2000 +A,,9/6/2000,0,,8,0.9,0.9,21,,72,0:00,Not Recorded,,,22.22222222,2000 +A,,9/18/2000,0,5.8,,0.4,0.75,22,,70,0:00,Not Recorded,,,21.11111111,2000 +A,,10/4/2000,1.1,8.7,8.3,0.55,0.7,35,,84,0:00,Not Recorded,,,28.88888889,2000 +A,,10/26/2000,1,,8.7,0.63,0.63,21,,67,0:00,Not Recorded,,,19.44444444,2000 +A,,11/1/2000,0,9.75,8.2,0.65,0.65,16,,58,0:00,Not Recorded,,,14.44444444,2000 +A,,11/14/2000,1,,7.5,0.5,0.75,13,,55,0:00,Not Recorded,,,12.77777778,2000 +A,,12/11/2000,1,,8,0.75,0.75,7.5,,45,0:00,Not Recorded,,,7.222222222,2000 +A,,12/18/2000,1,9.9,8.2,0.7,0.7,9,,44,0:00,Not Recorded,,,6.666666667,2000 +B,,2/2/2000,1,6.4,7.1,0.35,0.35,5,,46,0:00,Not Recorded,,,7.777777778,2000 +B,,2/17/2000,1.2,,7.8,0.4,0.4,10,,43,0:00,Not Recorded,,,6.111111111,2000 +B,,2/29/2000,1.2,,7.8,0.37,0.37,14,,58,0:00,Not Recorded,,,14.44444444,2000 +B,,3/13/2000,1.5,10,7.8,0.3,0.3,12.5,,48,0:00,Not Recorded,,,8.888888889,2000 +B,,4/3/2000,1.5,,7,0.35,0.35,21,,,0:00,Not Recorded,,,-17.77777778,2000 +B,,5/1/2000,1,3.5,7.5,0.15,0.15,25.5,,75,0:00,Not Recorded,,,23.88888889,2000 +B,,5/15/2000,1.5,7.6,9.7,4,4.5,30,,71,0:00,Not Recorded,,,21.66666667,2000 +B,,5/30/2000,1,,8,0.2,0.2,15,,58,0:00,Not Recorded,,,14.44444444,2000 +B,,6/13/2000,1,,8.6,0.15,0.4,27,,72,0:00,Not Recorded,,,22.22222222,2000 +B,,6/26/2000,1,8.3,8.8,0.05,0.1,30,,82.4,9:36,Not Recorded,,,28,2000 +B,,7/11/2000,1,,7.6,0.15,0.15,31,,87.8,19:12,Not Recorded,,,31,2000 +B,,7/24/2000,1,1.8,7.5,0,0.15,24,,78,0:00,Not Recorded,,,25.55555556,2000 +B,,8/10/2000,1,,6.3,0.23,0.23,29,,83,0:00,Not Recorded,,,28.33333333,2000 +B,,8/22/2000,0,2.4,7.8,0.35,0.35,22,,71,0:00,Not Recorded,,,21.66666667,2000 +B,,9/6/2000,0,,7.9,0.45,0.45,21,,72,0:00,Not Recorded,,,22.22222222,2000 +B,,9/18/2000,0.8,7.6,7.9,0.1,0.1,20,,70,0:00,Not Recorded,,,21.11111111,2000 +B,,10/4/2000,1,8.5,8.5,0.1,0.1,30,,84,0:00,Not Recorded,,,28.88888889,2000 +B,,10/26/2000,2,,8.7,0.1,0.25,22,,67,0:00,Not Recorded,,,19.44444444,2000 +B,,11/1/2000,1,5.5,8.1,0.1,0.11,14,,58,0:00,Not Recorded,,,14.44444444,2000 +B,,11/14/2000,1.5,,7.8,0.35,0.35,14,,55,0:00,Not Recorded,,,12.77777778,2000 +B,,12/11/2000,1.5,,7.8,0.3,0.65,8,,45,0:00,Not Recorded,,,7.222222222,2000 +B,,12/18/2000,1.5,7.2,7.9,0.2,0.4,7.5,,43.4,9:36,Not Recorded,,,6.333333333,2000 +C,,2/2/2000,1,5.9,6.9,0.65,0.81,4,,45,0:00,Not Recorded,,,7.222222222,2000 +C,,2/17/2000,1,,7.6,0.85,0.85,9.9,,43,0:00,Not Recorded,,,6.111111111,2000 +C,,2/29/2000,0.9,,7.9,0.85,0.85,16,,60,0:00,Not Recorded,,,15.55555556,2000 +C,,3/13/2000,1,,8.6,0.7,0.83,14,,45,0:00,Not Recorded,,,7.222222222,2000 +C,,4/3/2000,1,,8.4,0.7,0.9,21,,,0:00,Not Recorded,,,-17.77777778,2000 +C,,5/1/2000,0.5,,7.8,0.6,0.6,,,75,0:00,Not Recorded,,,23.88888889,2000 +C,,5/15/2000,1,,9.3,0.4,0.45,27,,71,0:00,Not Recorded,,,21.66666667,2000 +C,,5/30/2000,0.5,7.9,8,0.5,0.5,15,,58,0:00,Not Recorded,,,14.44444444,2000 +C,,6/13/2000,1,8.2,9.5,0.4,0.4,28,,73,0:00,Not Recorded,,,22.77777778,2000 +C,,6/26/2000,1,,8.8,0.5,0.5,29,,82.4,9:36,Not Recorded,,,28,2000 +C,,7/11/2000,0.01,5.7,8.2,0.5,0.5,32,,80.6,14:24,Not Recorded,,,27,2000 +C,,7/24/2000,0.5,,8,0.45,0.45,25,,78,0:00,Not Recorded,,,25.55555556,2000 +C,,8/10/2000,0,6.3,6.7,0.6,0.6,29,,83,0:00,Not Recorded,,,28.33333333,2000 +C,,8/22/2000,0,,8.3,0.5,0.5,24,,71,0:00,Not Recorded,,,21.66666667,2000 +C,,9/6/2000,0,6.3,8.1,0.55,0.55,21,,72,0:00,Not Recorded,,,22.22222222,2000 +C,,9/18/2000,0,,8.1,0.35,0.35,21,,68,0:00,Not Recorded,,,20,2000 +C,,10/4/2000,1.5,,8.1,0.35,0.35,26,,83,0:00,Not Recorded,,,28.33333333,2000 +C,,10/26/2000,0.5,6.2,8.4,0.25,0.25,21.5,,67,0:00,Not Recorded,,,19.44444444,2000 +C,,11/1/2000,1,,8.3,0.4,0.4,15,,58,0:00,Not Recorded,,,14.44444444,2000 +C,,11/14/2000,1,6,7.4,0.3,0.3,13,,55,0:00,Not Recorded,,,12.77777778,2000 +C,,12/11/2000,1,6.5,8.1,0.1,0.1,7.5,,45,0:00,Not Recorded,,,7.222222222,2000 +C,,12/18/2000,1,,7.9,0.35,0.35,11,,43.4,9:36,Not Recorded,,,6.333333333,2000 +D,,2/2/2000,0,7.1,7.2,1.4,1.4,4,,45,0:00,Not Recorded,,,7.222222222,2000 +D,,2/17/2000,0,,8.5,1.45,1.45,9.5,,43,0:00,Not Recorded,,,6.111111111,2000 +D,,2/29/2000,0,6.9,7,0.9,0.95,14,,62,0:00,Not Recorded,,,16.66666667,2000 +D,,3/13/2000,0,,8.4,0.85,0.95,14,,45,0:00,Not Recorded,,,7.222222222,2000 +D,,4/3/2000,0,7.4,8.6,1.1,1.35,20,,,0:00,Not Recorded,,,-17.77777778,2000 +D,,5/1/2000,0,,7.6,1.1,1.6,19.5,,75,0:00,Not Recorded,,,23.88888889,2000 +D,,5/15/2000,0,,8.3,0.65,1.55,27,,71,0:00,Not Recorded,,,21.66666667,2000 +D,,5/30/2000,0,6.3,8.2,0.1,1.6,15,,50,0:00,Not Recorded,,,10,2000 +D,,6/13/2000,0,6.3,7.7,0.75,1.4,,,78.8,19:12,Not Recorded,,,26,2000 +D,,6/26/2000,0,,8.2,0.8,1.6,29,,80.6,14:24,Not Recorded,,,27,2000 +D,,7/11/2000,0,4.4,8.6,0.65,1.6,27,,78.8,19:12,Not Recorded,,,26,2000 +D,,7/24/2000,0,,8.1,0.7,0.85,25,,78,0:00,Not Recorded,,,25.55555556,2000 +D,,8/10/2000,0,4.1,5.6,0.65,1.6,28,,83,0:00,Not Recorded,,,28.33333333,2000 +D,,8/22/2000,0,,8.3,0.6,1.5,24,,71,0:00,Not Recorded,,,21.66666667,2000 +D,,9/6/2000,0,5,8.5,0.7,1.65,21,,71.6,14:24,Not Recorded,,,22,2000 +D,,9/18/2000,0,,8.6,0.6,1.52,20,,68,0:00,Not Recorded,,,20,2000 +D,,10/4/2000,1,,8.6,0.8,1.8,27,,83,0:00,Not Recorded,,,28.33333333,2000 +D,,10/26/2000,0,8.5,8.8,0.7,1.05,19.5,,66,0:00,Not Recorded,,,18.88888889,2000 +D,,11/1/2000,0,,8.8,1.2,1.4,14.5,,58,0:00,Not Recorded,,,14.44444444,2000 +D,,11/14/2000,0,6.2,9,0.7,1.4,13,,55,0:00,Not Recorded,,,12.77777778,2000 +D,,12/11/2000,0,10,9.3,1.1,1.3,7,,45,0:00,Not Recorded,,,7.222222222,2000 +D,,12/18/2000,0,,8.8,1.05,1.45,10,,43.2,4:48,Not Recorded,,,6.222222222,2000 +Bay,,2/2/2000,1.5,6.1,7.2,0.05,0.4,3,,43,0:00,S. Poe,,,6.111111111,2000 +Bay,,2/17/2000,1,,7.5,0.15,0.35,10,,43,0:00,S. Poe,,,6.111111111,2000 +Bay,,2/29/2000,1.2,9,7,0.25,0.35,,,17,0:00,S. Poe,,,-8.333333333,2000 +Bay,,3/13/2000,1.5,9.75,8.6,0.45,0.5,12,,45,0:00,S. Poe,,,7.222222222,2000 +Bay,,4/3/2000,1.5,7.6,9.1,0.3,0.7,18,,,0:00,S. Poe,,,-17.77777778,2000 +Bay,,5/1/2000,1,4.1,7.9,0.3,0.65,19.5,,75,0:00,S. Poe,,,23.88888889,2000 +Bay,,5/15/2000,1.2,8,8.7,0.4,0.45,23,,71,0:00,S. Poe,,,21.66666667,2000 +Bay,,5/30/2000,,,,,,,,57.9,N/A,S. Poe,,,14.38888889,2000 +Bay,,6/13/2000,1.5,7.3,8.4,0.4,0.64,26,,73.7,16:48,S. Poe,,,23.16666667,2000 +Bay,,6/26/2000,1.5,7,8.5,0.5,0.85,26,,83,0:00,S. Poe,,,28.33333333,2000 +Bay,,7/11/2000,1,5,8.6,0.4,0.8,27,,77,0:00,S. Poe,,,25,2000 +Bay,,7/24/2000,1,6.4,8.2,0.4,0.55,25,,78,0:00,S. Poe,,,25.55555556,2000 +Bay,,8/10/2000,1.5,6,8.1,0.6,0.68,28,,83,0:00,S. Poe,,,28.33333333,2000 +Bay,,8/22/2000,1,7.1,8.7,0.3,0.45,22,,71,0:00,S. Poe,,,21.66666667,2000 +Bay,,9/6/2000,1,5.2,8.6,0.2,0.45,20,,72,0:00,S. Poe,,,22.22222222,2000 +Bay,,9/18/2000,1,5.5,,0.35,0.55,20,,67,0:00,S. Poe,,,19.44444444,2000 +Bay,,10/4/2000,0.8,7.3,8.6,0.3,0.7,27,,83,0:00,S. Poe,,,28.33333333,2000 +Bay,,10/26/2000,1,5.3,8.8,0.26,0.35,19.5,,66,0:00,S. Poe,,,18.88888889,2000 +Bay,,11/1/2000,1,4.8,9.2,0.3,0.3,16,,57.7,16:48,S. Poe,,,14.27777778,2000 +Bay,,11/14/2000,1,7.8,9.9,0.4,0.6,13,,55,0:00,S. Poe,,,12.77777778,2000 +Bay,,12/11/2000,1,10,,0.3,0.5,7.5,,45,0:00,S. Poe,,,7.222222222,2000 +Bay,,12/18/2000,1,9.4,8.8,0.16,,9.5,,43.2,4:48,S. Poe,,,6.222222222,2000 +A,,1/8/2001,1,,7.9,0.8,0.8,5,,44,0:00,Not Recorded,,,6.666666667,2001 +A,,1/23/2001,1,5.7,8.4,0.7,0.7,5,,38.8,19:12,Not Recorded,,,3.777777778,2001 +A,,2/6/2001,1,,8,0.8,0.8,11,,52,0:00,Not Recorded,,,11.11111111,2001 +A,,2/20/2001,1,8.1,7.8,0.75,0.75,10,,62,0:00,Not Recorded,,,16.66666667,2001 +A,,3/15/2001,0.5,7.7,8,0.65,0.85,13.5,,52,0:00,Not Recorded,,,11.11111111,2001 +A,,3/26/2001,1,,7.4,0.85,0.85,10,,41,0:00,Not Recorded,,,5,2001 +A,,4/9/2001,1,6.8,,0.6,0.95,22,,72,0:00,Not Recorded,,,22.22222222,2001 +A,,4/24/2001,1,,8.4,0.8,0.8,21,,72,0:00,Not Recorded,,,22.22222222,2001 +A,,5/8/2001,1,2.5,9.1,0.2,0.65,22,,65,0:00,Not Recorded,,,18.33333333,2001 +A,,5/22/2001,3,,8.2,0.45,0.8,24,,74,0:00,Not Recorded,,,23.33333333,2001 +A,,6/5/2001,1,5.5,8.7,0.8,0.8,24,,71,0:00,Not Recorded,,,21.66666667,2001 +A,,6/18/2001,1,,8.6,0.75,0.75,28,,78,0:00,Not Recorded,,,25.55555556,2001 +A,,7/5/2001,3,4.2,8.3,0.4,0.65,27,,76,0:00,Not Recorded,,,24.44444444,2001 +A,,7/20/2001,1.5,4.9,9.2,0.5,0.5,26,,72,0:00,Not Recorded,,,22.22222222,2001 +A,,8/8/2001,3,4.5,8.5,0.35,1.1,30,,88,0:00,Not Recorded,,,31.11111111,2001 +A,,8/20/2001,3.3,,7.9,0.4,1.3,27.5,,80,0:00,Not Recorded,,,26.66666667,2001 +A,,9/5/2001,3,3,0.3,0.35,1.1,26,,76,0:00,Not Recorded,,,24.44444444,2001 +A,,9/18/2001,2,3.6,8.9,0.65,0.9,24,,77,0:00,Not Recorded,,,25,2001 +A,,10/2/2001,2,,7.8,0.5,1.1,21,,73,0:00,Not Recorded,,,22.77777778,2001 +A,,10/22/2001,3,3.8,8.4,0.6,0.85,19,,70,0:00,Not Recorded,,,21.11111111,2001 +A,,11/6/2001,3,4.9,8.2,0.6,0.8,14,,52.9,21:36,Not Recorded,,,11.61111111,2001 +A,,11/20/2001,4,6.3,,0.2,0.85,12,,52,0:00,Not Recorded,,,11.11111111,2001 +A,,12/4/2001,,6.3,8.1,0.5,1,18,,55,0:00,Not Recorded,,,12.77777778,2001 +B,,1/8/2001,2,,7.9,0.42,0.42,6,,44,0:00,Not Recorded,,,6.666666667,2001 +B,,1/23/2001,1,7.8,8,0.3,0.3,6,,38.8,19:12,Not Recorded,,,3.777777778,2001 +B,,2/6/2001,1.5,,7.8,0.25,0.25,10,,52,0:00,Not Recorded,,,11.11111111,2001 +B,,2/20/2001,1.5,9.3,7.7,0.4,0.4,12,,62,0:00,Not Recorded,,,16.66666667,2001 +B,,3/15/2001,,8.1,7.8,0.4,0.4,,,52,0:00,Not Recorded,,,11.11111111,2001 +B,,3/26/2001,1.5,,7.7,0.6,0.6,9,,41,0:00,Not Recorded,,,5,2001 +B,,4/9/2001,1.5,6.5,,0.3,0.3,27,,72,0:00,Not Recorded,,,22.22222222,2001 +B,,4/24/2001,2,,8,0.2,0.2,22,,72,0:00,Not Recorded,,,22.22222222,2001 +B,,5/8/2001,2,3,8.7,0.01,0.01,25,,65,0:00,Not Recorded,,,18.33333333,2001 +B,,5/22/2001,3,,8.3,0.1,0.1,26,,74,0:00,Not Recorded,,,23.33333333,2001 +B,,6/5/2001,2,4.1,8.5,0.1,0.1,24,,71,0:00,Not Recorded,,,21.66666667,2001 +B,,6/18/2001,2,,8.3,0.1,0.1,29,,78,0:00,Not Recorded,,,25.55555556,2001 +B,,7/5/2001,3,3.9,8.1,0.23,0.23,,,75,0:00,Not Recorded,,,23.88888889,2001 +B,,7/20/2001,,,,,,,,73,0:00,Not Recorded,,,22.77777778,2001 +B,,8/8/2001,3,2.3,8.3,0.2,0.2,30,,84,0:00,Not Recorded,,,28.88888889,2001 +B,,8/20/2001,3,,7.7,0.3,0.3,27,,80,0:00,Not Recorded,,,26.66666667,2001 +B,,9/5/2001,2.5,0,7.8,0.1,0.25,25,,76,0:00,Not Recorded,,,24.44444444,2001 +B,,9/18/2001,3,1.5,8.5,0.25,0.35,23,,78,0:00,Not Recorded,,,25.55555556,2001 +B,,10/2/2001,3,,7.7,0.3,0.3,23,,73,0:00,Not Recorded,,,22.77777778,2001 +B,,10/22/2001,3,2.6,8.2,0.2,0.2,20,,69,0:00,Not Recorded,,,20.55555556,2001 +B,,11/6/2001,3.5,4.2,8.3,0.2,0.2,13,,52.9,21:36,Not Recorded,,,11.61111111,2001 +B,,11/20/2001,3,5.3,,0.1,0.3,13,,52,0:00,Not Recorded,,,11.11111111,2001 +B,,12/4/2001,,5.9,8.2,0.15,0.2,16,,55,0:00,Not Recorded,,,12.77777778,2001 +C,,1/8/2001,1,5.9,8.3,0.55,0.55,5,,43,N/A,Not Recorded,,,6.111111111,2001 +C,,1/23/2001,1,,8.3,0.6,0.6,4,,38.8,19:12,Not Recorded,,,3.777777778,2001 +C,,2/6/2001,1,6,7.9,0.6,0.6,10,,52,0:00,Not Recorded,,,11.11111111,2001 +C,,2/20/2001,1,,7.7,0.55,0.55,12,,62,0:00,Not Recorded,,,16.66666667,2001 +C,,3/15/2001,1,,7.8,0.3,0.6,13,,52,0:00,Not Recorded,,,11.11111111,2001 +C,,3/26/2001,1,9.9,8.3,0.6,0.6,9,,41,0:00,Not Recorded,,,5,2001 +C,,4/9/2001,1,,,0.55,0.55,23,,70,0:00,Not Recorded,,,21.11111111,2001 +C,,4/24/2001,1,4.8,8.1,0.4,0.4,23,,73,0:00,Not Recorded,,,22.77777778,2001 +C,,5/8/2001,1,,8.5,0.4,0.4,19.5,,64,0:00,Not Recorded,,,17.77777778,2001 +C,,5/22/2001,3,2.5,7.6,0.32,0.32,24,,72,0:00,Not Recorded,,,22.22222222,2001 +C,,6/5/2001,2,,8.3,0.3,0.3,23,,71,0:00,Not Recorded,,,21.66666667,2001 +C,,6/18/2001,2,4,8.4,0.3,0.3,27,,77,0:00,Not Recorded,,,25,2001 +C,,7/5/2001,2.5,,7.9,0.25,0.25,26,,75,0:00,Not Recorded,,,23.88888889,2001 +C,,7/20/2001,,,,,,,,,0:02,Not Recorded,,,-17.77777778,2001 +C,,8/8/2001,3,,8.5,0.25,0.25,31,,82,0:00,Not Recorded,,,27.77777778,2001 +C,,8/20/2001,2.5,5.5,7.9,0.3,0.3,28,,80,0:00,Not Recorded,,,26.66666667,2001 +C,,9/5/2001,3,,7.9,0.2,0.2,25,,76,0:00,Not Recorded,,,24.44444444,2001 +C,,9/18/2001,2,,8.7,0.2,0.2,24,,78,0:00,Not Recorded,,,25.55555556,2001 +C,,10/2/2001,3,6.1,8.3,0.25,0.25,23,,73,0:00,Not Recorded,,,22.77777778,2001 +C,,10/22/2001,3,,8.2,0.25,0.25,20,,68,0:00,Not Recorded,,,20,2001 +C,,11/6/2001,3,,8.3,0.3,0.3,13,,52.9,21:36,Not Recorded,,,11.61111111,2001 +C,,11/20/2001,3,,,0.2,0.2,13,,52,0:00,Not Recorded,,,11.11111111,2001 +C,,12/4/2001,,,8.3,0.15,0.15,19,,54.7,16:48,Not Recorded,,,12.61111111,2001 +D,,1/8/2001,0,9.7,8.8,1,1.25,6,,43,0:00,Not Recorded,,,6.111111111,2001 +D,,1/23/2001,0,,9.2,1.1,1.35,5,,38.8,19:12,Not Recorded,,,3.777777778,2001 +D,,2/6/2001,0,8.4,8.7,1.1,1.4,10,,52,0:00,Not Recorded,,,11.11111111,2001 +D,,2/20/2001,0,,8.6,0.65,0.95,14,,62,0:00,Not Recorded,,,16.66666667,2001 +D,,3/15/2001,0,,8.7,0.6,1.4,13,,52,0:00,Not Recorded,,,11.11111111,2001 +D,,3/26/2001,0,9.6,9,0.7,1.5,10,,41,0:00,Not Recorded,,,5,2001 +D,,4/9/2001,0,,,0.65,1.1,22,,70,0:00,Not Recorded,,,21.11111111,2001 +D,,4/24/2001,0,4.1,9.3,0.8,1.4,19.5,,72,0:00,Not Recorded,,,22.22222222,2001 +D,,5/8/2001,0,,8.7,0.7,1.3,19.5,,64,0:00,Not Recorded,,,17.77777778,2001 +D,,5/22/2001,0,4.9,8.1,0.7,1.2,23,,71,0:00,Not Recorded,,,21.66666667,2001 +D,,6/5/2001,0,,9.1,0.6,1.25,23,,71,0:00,Not Recorded,,,21.66666667,2001 +D,,6/18/2001,0,5.5,8.7,0.5,0.9,26,,77,0:00,Not Recorded,,,25,2001 +D,,7/5/2001,0,,8.9,0.4,1.3,26.5,,75,0:00,Not Recorded,,,23.88888889,2001 +D,,7/20/2001,0,,9.3,0.05,1.1,24,,73,0:00,Not Recorded,,,22.77777778,2001 +D,,8/8/2001,0,,9.3,0.5,1.05,31,,82,0:00,Not Recorded,,,27.77777778,2001 +D,,8/20/2001,0,4.3,8.9,0.2,1.4,27,,80,0:00,Not Recorded,,,26.66666667,2001 +D,,9/5/2001,0,,8.5,0.6,1.2,25,,76,0:00,Not Recorded,,,24.44444444,2001 +D,,9/18/2001,0,,8.9,0.85,1,23,,78,0:00,Not Recorded,,,25.55555556,2001 +D,,10/2/2001,0,3.9,8.7,0.7,1.1,19,,73,0:00,Not Recorded,,,22.77777778,2001 +D,,10/22/2001,0,,8.8,0.8,1.25,21,,,0:00,Not Recorded,,,-17.77777778,2001 +D,,11/6/2001,0,,9.1,1,1,11.5,,52.9,21:36,Not Recorded,,,11.61111111,2001 +D,,11/20/2001,0,,,0.9,0.95,14,,52,0:00,Not Recorded,,,11.11111111,2001 +D,,12/4/2001,,,9.1,0.9,1,18,,54.7,16:48,Not Recorded,,,12.61111111,2001 +Bay,,1/8/2001,1,8.1,9.2,0.36,0.36,7,,43,0:00,S. Poe,,,6.111111111,2001 +Bay,,1/23/2001,1,9,9.3,0.1,0.1,8,,38.3,7:12,S. Poe,,,3.5,2001 +Bay,,2/6/2001,1,8.5,8.8,0.23,0.33,11,,51,0:00,S. Poe,,,10.55555556,2001 +Bay,,2/20/2001,1,9.2,9.1,0.2,0.35,11,,61.5,12:00,S. Poe,,,16.38888889,2001 +Bay,,3/15/2001,1.2,9.25,9.2,0.35,0.6,14,,51.8,19:12,S. Poe,,,11,2001 +Bay,,3/26/2001,1,9.9,9.4,0.25,0.45,10,,41.7,16:48,S. Poe,,,5.388888889,2001 +Bay,,4/9/2001,1,8.25,,0.3,0.65,21,,69,,S. Poe,,,20.55555556,2001 +Bay,,4/24/2001,2,6.4,9.3,0.3,0.8,20,,71,0:00,S. Poe,,,21.66666667,2001 +Bay,,5/8/2001,2,5,8.6,0.15,0.15,21,,64,0:00,S. Poe,,,17.77777778,2001 +Bay,,5/22/2001,1,7.8,8.8,0.4,0.8,20,,70,0:00,S. Poe,,,21.11111111,2001 +Bay,,6/5/2001,2,4.35,9.2,0.4,0.4,23,,70.9,21:36,S. Poe,,,21.61111111,2001 +Bay,,6/18/2001,2,5.1,8.6,0.4,0.4,25,,77,0:00,S. Poe,,,25,2001 +Bay,,7/5/2001,3.5,5.4,8.7,0.25,0.75,26,,75,0:00,S. Poe,,,23.88888889,2001 +Bay,,7/20/2001,3,7.2,9.8,0.3,0.3,23,,72,0:00,S. Poe,,,22.22222222,2001 +Bay,,8/8/2001,3,4.1,9.1,0.4,0.7,30,,80,0:00,S. Poe,,,26.66666667,2001 +Bay,,8/20/2001,3,4.9,8.7,0.3,0.85,26,,79.3,7:12,S. Poe,,,26.27777778,2001 +Bay,,9/5/2001,3,4,8.5,0.35,0.55,25,,76,0:00,S. Poe,,,24.44444444,2001 +Bay,,9/18/2001,3.5,4.6,7.7,0.15,0.15,23,,78,0:00,S. Poe,,,25.55555556,2001 +Bay,,10/2/2001,3,4.2,,0.15,0.15,22,,72.9,21:36,S. Poe,,,22.72222222,2001 +Bay,,10/22/2001,3,4.6,8.6,0.6,0.6,19,,67.3,7:12,S. Poe,,,19.61111111,2001 +Bay,,11/6/2001,3,5.5,9.5,0.25,0.25,13,,52.9,21:36,S. Poe,,,11.61111111,2001 +Bay,,11/20/2001,3.5,3.8,,0.3,0.35,15,,52,0:00,S. Poe,,,11.11111111,2001 +Bay,,12/4/2001,,,8.4,0.3,0.35,16,,54.3,7:12,S. Poe,,,12.38888889,2001 +A,,1/10/2002,3,,7.7,1,1,7,,55,0:00,Not Recorded,,,12.77777778,2002 +A,,1/22/2002,3,2.7,7.8,0.8,1.3,9,,51,0:00,Not Recorded,,,10.55555556,2002 +A,,2/11/2002,2,,8.4,0.85,1.35,10,,,,Not Recorded,,,-17.77777778,2002 +A,,2/26/2002,2,7.6,8.2,1.15,1.15,12,,59,0:00,Not Recorded,,,15,2002 +A,,3/28/2002,1,,,0.7,1,13,,45,0:00,Not Recorded,,,7.222222222,2002 +A,,4/17/2002,2,,7.5,0.55,1,28,,83,0:00,Not Recorded,,,28.33333333,2002 +A,,4/30/2002,1,2.3,7.5,0.4,1.1,22,,60,0:00,Not Recorded,,,15.55555556,2002 +A,,5/16/2002,,,7.5,0.3,0.9,,,68,0:00,Not Recorded,,,20,2002 +A,,5/28/2002,1,,7,0.5,0.9,26,,72,0:00,Not Recorded,,,22.22222222,2002 +A,,6/11/2002,2,4.2,7,0.7,0.7,26,,72,0:00,Not Recorded,,,22.22222222,2002 +A,,6/24/2002,,,7,0.9,0.9,,,83,0:00,Not Recorded,,,28.33333333,2002 +A,,7/8/2002,2,,7,0.65,0.7,,,74,0:00,Not Recorded,,,23.33333333,2002 +A,,7/23/2002,3,,7.5,0.3,0.3,,,84,0:00,Not Recorded,,,28.88888889,2002 +A,,8/1/2002,2,,7,0.5,0.7,,,87,0:00,Not Recorded,,,30.55555556,2002 +A,,8/22/2002,5,,7,0.5,0.6,,,82,0:00,Not Recorded,,,27.77777778,2002 +A,,9/5/2002,0,4.5,7,0.6,0.8,26,,81,0:00,Not Recorded,,,27.22222222,2002 +A,,9/20/2002,2,,7,0.6,0.8,,,82,0:00,Not Recorded,,,27.77777778,2002 +A,,10/18/2002,0,,6.5,0.55,0.85,,,60,0:00,Not Recorded,,,15.55555556,2002 +A,,10/31/2002,1,6.4,,1.5,1.5,10.5,,48,0:00,Not Recorded,,,8.888888889,2002 +A,,11/15/2002,0,,6.5,,2.4,13,,57,N/A,Not Recorded,,,13.88888889,2002 +A,,12/6/2002,2,7.7,7,0.5,1,5,,38,0:00,Not Recorded,,,3.333333333,2002 +A,,12/16/2002,0,,7,0.8,0.8,7.5,,,N/A,Not Recorded,,,-17.77777778,2002 +B,,1/10/2002,3.4,,7.5,0.3,0.3,10,,55,0:00,Not Recorded,,,12.77777778,2002 +B,,1/22/2002,2.5,7.2,7.9,0.45,0.45,8,,50,0:00,Not Recorded,,,10,2002 +B,,2/11/2002,2,,8.2,0.45,0.45,12,,,0:00,Not Recorded,,,-17.77777778,2002 +B,,2/26/2002,3,7.8,8.2,0.45,0.45,12,,58,0:00,Not Recorded,,,14.44444444,2002 +B,,3/28/2002,2,,,0.55,0.55,12,,45,0:00,Not Recorded,,,7.222222222,2002 +B,,4/17/2002,2,4.2,8,0.1,0.2,27,,83,0:00,Not Recorded,,,28.33333333,2002 +B,,4/30/2002,2,3.4,8.5,0.5,0.5,18,,60,0:00,Not Recorded,,,15.55555556,2002 +B,,5/16/2002,,,9,0.1,0.1,,,68,0:00,Not Recorded,,,20,2002 +B,,5/28/2002,3,,8.5,0.2,0.2,24,,72,0:00,Not Recorded,,,22.22222222,2002 +B,,6/11/2002,3,3.3,7,0.1,0.1,25,,71,0:00,Not Recorded,,,21.66666667,2002 +B,,6/24/2002,1,,7,0.1,0.35,,,83,0:00,Not Recorded,,,28.33333333,2002 +B,,7/8/2002,3,3.2,,0.3,0.35,,,73,0:00,Not Recorded,,,22.77777778,2002 +B,,7/23/2002,4,,7,0.2,0.2,,,75.2,4:48,Not Recorded,,,24,2002 +B,,8/1/2002,3,,7,0.25,0.25,,,87,0:00,Not Recorded,,,30.55555556,2002 +B,,8/22/2002,4,,9,0.1,0.1,,,82,0:00,Not Recorded,,,27.77777778,2002 +B,,9/5/2002,0,3.5,7.5,0.28,0.3,27,,81,0:00,Not Recorded,,,27.22222222,2002 +B,,9/20/2002,2,,8,0.1,0.1,,,82,0:00,Not Recorded,,,27.77777778,2002 +B,,10/18/2002,1,,6.5,0.3,0.3,,,60,0:00,Not Recorded,,,15.55555556,2002 +B,,11/15/2002,0,,7.5,,2.6,14,,56,0:00,Not Recorded,,,13.33333333,2002 +B,,12/16/2002,0,,7,,,7.5,,,N/A,Not Recorded,,,-17.77777778,2002 +C,,1/10/2002,3,6.8,7,0.4,0.4,9.5,,54,0:00,Not Recorded,,,12.22222222,2002 +C,,1/22/2002,2.5,,7.9,0.45,0.45,8,,50,0:00,Not Recorded,,,10,2002 +C,,2/11/2002,2,8.4,8.2,0.6,0.6,12,,,0:00,Not Recorded,,,-17.77777778,2002 +C,,2/26/2002,2,,8.1,0.5,0.5,11,,57,0:00,Not Recorded,,,13.88888889,2002 +C,,3/28/2002,2.5,7.7,,0.6,0.6,11.5,,45,0:00,Not Recorded,,,7.222222222,2002 +C,,4/17/2002,1,,8,0.5,0.5,26,,82,N/A,Not Recorded,,,27.77777778,2002 +C,,4/30/2002,1,,8,0.3,0.3,22,,59,N/A,Not Recorded,,,15,2002 +C,,5/16/2002,,5.7,8.5,0.25,0.25,,,65,0:00,Not Recorded,,,18.33333333,2002 +C,,5/28/2002,3.5,4.6,8,0.2,0.2,25,,70,0:00,Not Recorded,,,21.11111111,2002 +C,,6/11/2002,2.9,,8,2.5,2.5,25,,71,0:00,Not Recorded,,,21.66666667,2002 +C,,6/24/2002,3,3.8,8.5,0.2,0.2,28,,83,0:00,Not Recorded,,,28.33333333,2002 +C,,7/8/2002,0,,9,0.35,0.35,,,73,N/A,Not Recorded,,,22.77777778,2002 +C,,7/23/2002,4,3.3,7,0.2,0.2,,,84,0:00,Not Recorded,,,28.88888889,2002 +C,,8/1/2002,3,,7,0.25,0.25,,,87,0:00,Not Recorded,,,30.55555556,2002 +C,,8/22/2002,4,4.7,7,0.1,0.1,,,82,0:00,Not Recorded,,,27.77777778,2002 +C,,9/5/2002,0,,8.5,0.35,0.35,28,,81,0:00,Not Recorded,,,27.22222222,2002 +C,,9/20/2002,0,3.5,8,0.2,0.2,,,82,0:00,Not Recorded,,,27.77777778,2002 +C,,10/18/2002,1,6.7,7,0.6,0.6,,,60,0:00,Not Recorded,,,15.55555556,2002 +C,,10/31/2002,1,,7,,,10.3,,49,0:00,Not Recorded,,,9.444444444,2002 +C,,11/15/2002,0,5.8,7,,,18,,56,0:00,Not Recorded,,,13.33333333,2002 +C,,12/6/2002,2,,7,0.5,0.5,5,,38,0:00,Not Recorded,,,3.333333333,2002 +C,,12/16/2002,0,5.6,7,0.7,0.7,7.5,,,12:00,Not Recorded,,,-17.77777778,2002 +D,,1/10/2002,0,10,6.8,1.4,1.4,9,,52,0:00,Not Recorded,,,11.11111111,2002 +D,,1/22/2002,0,,8.9,1.3,1.4,9,,50,0:00,Not Recorded,,,10,2002 +D,,2/11/2002,0,8.3,9.6,1.3,1.45,11,,,0:00,Not Recorded,,,-17.77777778,2002 +D,,2/26/2002,0,,9.2,1.25,1.35,11,,57,0:00,Not Recorded,,,13.88888889,2002 +D,,3/28/2002,0,7.8,,0.8,1.5,12,,45,0:00,Not Recorded,,,7.222222222,2002 +D,,4/17/2002,0,,6,0.1,0.4,25,,82,0:00,Not Recorded,,,27.77777778,2002 +D,,4/30/2002,0,,6,0.6,1.4,21,,60,0:00,Not Recorded,,,15.55555556,2002 +D,,5/16/2002,0,3.9,,0.9,1.5,18,,64,0:00,Not Recorded,,,17.77777778,2002 +D,,5/28/2002,0,6.1,6.5,0.3,1.3,24,,70,0:00,Not Recorded,,,21.11111111,2002 +D,,6/11/2002,0,,6.5,0.2,1.4,25,,71,0:00,Not Recorded,,,21.66666667,2002 +D,,6/24/2002,,4,6.5,0.15,1.35,,,82,0:00,Not Recorded,,,27.77777778,2002 +D,,7/8/2002,0,,6.5,0.55,0.7,,,74,0:00,Not Recorded,,,23.33333333,2002 +D,,7/23/2002,0,5,7,0.85,1.2,,,83,0:00,Not Recorded,,,28.33333333,2002 +D,,8/1/2002,2,,7.5,0.6,1.3,,,85,0:00,Not Recorded,,,29.44444444,2002 +D,,8/22/2002,0,1.2,,0.3,0.95,,,80,0:00,Not Recorded,,,26.66666667,2002 +D,,9/5/2002,0,,7,0.75,1.75,26.5,,81,0:00,Not Recorded,,,27.22222222,2002 +D,,9/20/2002,0,4.2,7,0.7,1.2,26,,81,0:00,Not Recorded,,,27.22222222,2002 +D,,10/18/2002,0,5.3,6.5,0.65,1.5,,,58,0:00,Not Recorded,,,14.44444444,2002 +D,,10/31/2002,0,,6.5,,,10.3,,49,0:00,Not Recorded,,,9.444444444,2002 +D,,11/15/2002,0,6.1,6.5,,,14,,54,0:00,Not Recorded,,,12.22222222,2002 +D,,12/6/2002,1,,6.5,0.75,1.4,48,,38,0:00,Not Recorded,,,3.333333333,2002 +D,,12/16/2002,0,5.2,6,1.1,1.35,6.5,,,12:00,Not Recorded,,,-17.77777778,2002 +Bay,,1/10/2002,3,7.5,6.9,0.2,0.55,,,51.2,4:48,S. Poe,,,10.66666667,2002 +Bay,,1/22/2002,3,9,9,0.3,0.35,59,,49.9,21:36,S. Poe,,,9.944444444,2002 +Bay,,2/11/2002,3,5.7,9.9,0.1,0.3,12,,,,S. Poe,,,-17.77777778,2002 +Bay,,2/26/2002,3,7.6,9.2,0.3,0.35,11,,57,0:00,S. Poe,,,13.88888889,2002 +Bay,,3/28/2002,3,8.3,,0.25,0.35,12,,45,0:00,S. Poe,,,7.222222222,2002 +Bay,,4/17/2002,3,4.4,7.5,0.3,0.7,25,,80,0:00,S. Poe,,,26.66666667,2002 +Bay,,4/30/2002,3,7.3,7.5,0.4,0.65,18.5,,58,0:00,S. Poe,,,14.44444444,2002 +Bay,,5/16/2002,2.5,8.3,7.5,0.2,0.7,20,,62,0:00,S. Poe,,,16.66666667,2002 +Bay,,5/28/2002,3,4.5,7.5,0.3,0.55,24,,70,0:00,S. Poe,,,21.11111111,2002 +Bay,,6/11/2002,3,5.9,8.5,0.3,0.65,23.5,,70,0:00,S. Poe,,,21.11111111,2002 +Bay,,6/24/2002,4,5.1,7.5,0.4,0.75,27,,82,0:00,S. Poe,,,27.77777778,2002 +Bay,,7/8/2002,4,3.5,8,0.4,0.4,,,73,0:00,S. Poe,,,22.77777778,2002 +Bay,,7/23/2002,4,4.2,7.5,0.4,0.6,,,83,0:00,S. Poe,,,28.33333333,2002 +Bay,,8/1/2002,4,4.2,7.5,0.6,0.6,,,85,0:00,S. Poe,,,29.44444444,2002 +Bay,,8/22/2002,4,4,7.5,0.4,0.4,,,80,0:00,S. Poe,,,26.66666667,2002 +Bay,,9/5/2002,3,6.5,7.5,0.5,0.7,27,,80,0:00,S. Poe,,,26.66666667,2002 +Bay,,9/20/2002,4,4.5,7,0.4,0.5,,,81,0:00,S. Poe,,,27.22222222,2002 +Bay,,10/18/2002,3,5,7,0.35,0.7,,,58,0:00,S. Poe,,,14.44444444,2002 +Bay,,10/31/2002,4,6.3,7.5,0.5,0.5,10,,47.8,19:12,S. Poe,,,8.777777778,2002 +Bay,,11/15/2002,0,8.1,7,,,12,,54,0:00,S. Poe,,,12.22222222,2002 +Bay,,12/6/2002,2,9.6,7,0.1,0.1,5,,37,0:00,S. Poe,,,2.777777778,2002 +Bay,,12/16/2002,2,6.8,7,0.3,0.6,7.5,,49,0:00,S. Poe,,,9.444444444,2002 +A,,1/3/2003,0,8.1,6.5,0.9,1.1,15,,53,0:00,Not Recorded,,,11.66666667,2003 +A,,2/3/2003,0,,6.5,0.5,1.1,6,,50,0:00,Not Recorded,,,10,2003 +A,,2/20/2003,0,,6.5,0.8,1.35,7,,43,0:00,Not Recorded,,,6.111111111,2003 +A,,3/6/2003,1,,6.5,0.8,1.4,14,,58,0:00,Not Recorded,,,14.44444444,2003 +A,,3/20/2003,1,6.4,6.5,0.6,1,12,,53,0:00,Not Recorded,,,11.66666667,2003 +A,,4/21/2003,0,,5.5,0.3,0.8,17,,67,0:00,Not Recorded,,,19.44444444,2003 +A,,5/1/2003,0,3.9,6.5,0.45,1.15,23,,75,0:00,Not Recorded,,,23.88888889,2003 +A,,5/22/2003,1,,6.5,0.5,0.8,,,60.4,9:36,Not Recorded,,,15.77777778,2003 +A,,6/5/2003,0,4.7,6.5,0.5,0.85,24,,70,0:00,Not Recorded,,,21.11111111,2003 +A,,6/20/2003,0,,6.5,0.4,1.1,25,,73,0:00,Not Recorded,,,22.77777778,2003 +A,,7/1/2003,0,2.7,6.5,0.4,1,28,,76.5,12:00,Not Recorded,,,24.72222222,2003 +A,,7/17/2003,0,,7,0.6,0.85,29,,76,0:00,Not Recorded,,,24.44444444,2003 +A,,8/7/2003,0,3,6.5,0.45,1,25,,80.6,14:24,Not Recorded,,,27,2003 +A,,9/4/2003,0,,6.5,0.8,0.9,29,,83,0:00,Not Recorded,,,28.33333333,2003 +A,,10/2/2003,0,5.6,6.5,0.6,0.9,20,,64,0:00,Not Recorded,,,17.77777778,2003 +A,,10/23/2003,,,,0.5,0.8,,,58,N/A,Not Recorded,,,14.44444444,2003 +A,,11/6/2003,0,2.9,6.5,0.1,0.8,24,,76,0:00,Not Recorded,,,24.44444444,2003 +A,,11/20/2003,1,,7.5,0.5,0.7,14,,56,0:00,Not Recorded,,,13.33333333,2003 +A,,12/1/2003,1,8.1,7,0.45,0.8,,,59,0:00,Not Recorded,,,15,2003 +A,,12/15/2003,2,,7,0.7,0.95,9,,48,0:00,Not Recorded,,,8.888888889,2003 +B,,1/3/2003,0,6.6,7,0.2,0.2,13,,53,0:00,Not Recorded,,,11.66666667,2003 +B,,2/3/2003,0,,7,0.5,0.5,6,,50,0:00,Not Recorded,,,10,2003 +B,,2/20/2003,0,6.4,7.5,0.5,0.5,7,,44,0:00,Not Recorded,,,6.666666667,2003 +B,,3/6/2003,1,,7.5,0.48,0.48,15,,58,0:00,Not Recorded,,,14.44444444,2003 +B,,3/20/2003,2,3.2,,0.3,0.3,12,,33,0:00,Not Recorded,,,0.555555556,2003 +B,,4/21/2003,0,,7.5,0.3,0.3,20,,67,0:00,Not Recorded,,,19.44444444,2003 +B,,5/1/2003,0,7.3,7.5,0.6,0.6,25,,76,0:00,Not Recorded,,,24.44444444,2003 +B,,6/5/2003,0,8.5,9.5,0.1,0.1,25.1,,72,0:00,Not Recorded,,,22.22222222,2003 +B,,6/20/2003,0,,7,0.2,0.2,26,,73,0:00,Not Recorded,,,22.77777778,2003 +B,,7/1/2003,0,3.6,,0.3,0.3,26,,77,0:00,Not Recorded,,,25,2003 +B,,7/17/2003,0,,7.5,0.1,0.1,28,,76,0:00,Not Recorded,,,24.44444444,2003 +B,,8/7/2003,0,3.2,7,0.2,0.2,25,,77,0:00,Not Recorded,,,25,2003 +B,,9/4/2003,0,,7.5,0.1,0.1,29,,83,0:00,Not Recorded,,,28.33333333,2003 +B,,10/2/2003,0.5,5.5,7,0.15,0.15,18,,64,0:00,Not Recorded,,,17.77777778,2003 +B,,10/23/2003,1,,8,0.2,0.2,11,,58,0:00,Not Recorded,,,14.44444444,2003 +B,,11/6/2003,1,4.7,7,0.15,0.15,25,,76,0:00,Not Recorded,,,24.44444444,2003 +B,,11/20/2003,1,,8,0.2,0.2,13.5,,56,0:00,Not Recorded,,,13.33333333,2003 +B,,12/1/2003,1,8.8,7.5,0.75,0.2,12,,58,0:00,Not Recorded,,,14.44444444,2003 +B,,12/15/2003,2,,7,0.3,0.3,9,,48,0:00,Not Recorded,,,8.888888889,2003 +C,,1/3/2003,0,,7,0.55,0.55,13,,53,0:00,Not Recorded,,,11.66666667,2003 +C,,2/3/2003,0,,7,0.6,0.6,6,,50,0:00,Not Recorded,,,10,2003 +C,,2/20/2003,0,,7,0.8,0.8,7,,45,0:00,Not Recorded,,,7.222222222,2003 +C,,3/6/2003,1,3.2,7,0.7,0.7,14,,58,0:00,Not Recorded,,,14.44444444,2003 +C,,3/20/2003,2,,7,0.4,0.4,12,,53,0:00,Not Recorded,,,11.66666667,2003 +C,,4/21/2003,0,5.6,7,0.4,0.4,18,,65,0:00,Not Recorded,,,18.33333333,2003 +C,,5/1/2003,1,,7,0.4,0.4,24,,76,0:00,Not Recorded,,,24.44444444,2003 +C,,5/22/2003,1,3.3,7,0.7,0.7,,,60,0:00,Not Recorded,,,15.55555556,2003 +C,,6/5/2003,0,,7,4,4,,,72,0:00,Not Recorded,,,22.22222222,2003 +C,,6/20/2003,0,4.5,7,0.5,0.5,24,,73,0:00,Not Recorded,,,22.77777778,2003 +C,,7/1/2003,0,,7.5,0.3,0.3,27,,77,0:00,Not Recorded,,,25,2003 +C,,7/17/2003,0,4.7,7,0.35,0.35,28,,75,0:00,Not Recorded,,,23.88888889,2003 +C,,8/7/2003,0,,7,0.5,0.5,25,,77,0:00,Not Recorded,,,25,2003 +C,,9/4/2003,0,4.7,7,0.15,0.15,27,,83,0:00,Not Recorded,,,28.33333333,2003 +C,,10/2/2003,1,,7,0.6,0.6,20,,64,0:00,Not Recorded,,,17.77777778,2003 +C,,10/23/2003,1,5.6,7.5,0.15,0.15,14,,58,0:00,Not Recorded,,,14.44444444,2003 +C,,11/6/2003,1,,7,0.3,0.3,24,,76,0:00,Not Recorded,,,24.44444444,2003 +C,,11/20/2003,,7.6,7.5,0.2,0.2,,,56,0:00,Not Recorded,,,13.33333333,2003 +C,,12/1/2003,1,,7.5,0.25,0.25,13,,59,0:00,Not Recorded,,,15,2003 +C,,12/15/2003,,6.8,7,0.5,0.5,8,,48,0:00,Not Recorded,,,8.888888889,2003 +D,,1/3/2003,0,,6.5,1,1.9,12,,53,0:00,Not Recorded,,,11.66666667,2003 +D,,2/3/2003,0,7.4,6,1.2,1.5,6,,46,0:00,Not Recorded,,,7.777777778,2003 +D,,2/20/2003,,,6.5,,,7,,45,0:00,Not Recorded,,,7.222222222,2003 +D,,3/6/2003,1,8.7,6.5,0.7,1.5,,,58,0:00,Not Recorded,,,14.44444444,2003 +D,,3/20/2003,2,,6,1.2,1.4,12,,53,0:00,Not Recorded,,,11.66666667,2003 +D,,4/21/2003,0,6.8,,1.1,1.5,16,,65,0:00,Not Recorded,,,18.33333333,2003 +D,,5/1/2003,0,,6.5,1,1.5,25,,75,0:00,Not Recorded,,,23.88888889,2003 +D,,5/22/2003,0,5.8,6.5,0.8,1.5,,,60.4,9:36,Not Recorded,,,15.77777778,2003 +D,,6/5/2003,0,,6.5,0.3,1.5,25,,72,0:00,Not Recorded,,,22.22222222,2003 +D,,6/20/2003,0,4.3,6,0.5,1.5,25,,72.7,16:48,Not Recorded,,,22.61111111,2003 +D,,7/1/2003,0,,6,0.4,1.4,27,,77,N/A,Not Recorded,,,25,2003 +D,,7/17/2003,0,2.9,6.5,0.5,1.4,28,,75,0:00,Not Recorded,,,23.88888889,2003 +D,,8/7/2003,1,,6.5,0.6,1.6,25,,77,0:00,Not Recorded,,,25,2003 +D,,9/4/2003,0,4.7,6.5,0.5,1.5,28,,82,0:00,Not Recorded,,,27.77777778,2003 +D,,10/2/2003,1,,6.5,0.5,1.6,19,,64,0:00,Not Recorded,,,17.77777778,2003 +D,,10/23/2003,1,4.4,6.5,1.1,1.5,14,,57,0:00,Not Recorded,,,13.88888889,2003 +D,,11/20/2003,1,6.5,6.5,1.2,1.4,14.5,,56,0:00,Not Recorded,,,13.33333333,2003 +D,,12/1/2003,1,,6,1.5,1.5,11,,59,0:00,Not Recorded,,,15,2003 +D,,12/15/2003,2,7.1,6,1.5,1.7,12,,48,0:00,Not Recorded,,,8.888888889,2003 +Bay,,1/3/2003,0,5.1,7,0.3,0.6,14,,52,0:00,S. Poe,,,11.11111111,2003 +Bay,,2/3/2003,0,6.6,7,0.4,0.4,7,,45.9,21:36,S. Poe,,,7.722222222,2003 +Bay,,2/20/2003,0,,7,0.25,0.45,7,,43,0:00,S. Poe,,,6.111111111,2003 +Bay,,3/6/2003,1,4.1,6.5,0.3,0.9,14,,59.9,21:36,S. Poe,,,15.5,2003 +Bay,,3/20/2003,2,3.8,7,0.2,0.3,11,,52.9,21:36,S. Poe,,,11.61111111,2003 +Bay,,4/21/2003,1,5.8,7,0.3,0.6,16,,64.9,21:36,S. Poe,,,18.27777778,2003 +Bay,,5/1/2003,0,6.6,6.5,0.4,0.8,,,75,0:00,S. Poe,,,23.88888889,2003 +Bay,,5/22/2003,2,6.3,6.5,0.3,0.5,20,,60.4,9:36,S. Poe,,,15.77777778,2003 +Bay,,6/5/2003,2,6.8,6.5,0.4,0.8,,,69.3,7:12,S. Poe,,,20.72222222,2003 +Bay,,6/20/2003,0,4.1,7,0.4,0.8,24,,72.1,2:24,S. Poe,,,22.27777778,2003 +Bay,,7/1/2003,0,5.2,6.5,0.4,0.7,27,,26.5,12:00,S. Poe,,,-3.055555556,2003 +Bay,,7/17/2003,0,3.8,6.5,0.4,0.8,26,,74,0:00,S. Poe,,,23.33333333,2003 +Bay,,8/7/2003,0,7,7.2,0.5,0.9,25,,77,0:00,S. Poe,,,25,2003 +Bay,,9/4/2003,4,3.7,7,0.5,0.75,27,,81.9,21:36,S. Poe,,,27.72222222,2003 +Bay,,10/2/2003,1,6,6.5,0.5,0.7,,,64,0:00,S. Poe,,,17.77777778,2003 +Bay,,10/23/2003,1,5.8,6.5,0.4,0.55,14,,57,0:00,S. Poe,,,13.88888889,2003 +Bay,,11/6/2003,1,6.5,6.5,0.75,0.75,23,,76.3,7:12,S. Poe,,,24.61111111,2003 +Bay,,11/20/2003,3,8.8,6.5,0.4,0.6,14,,56,0:00,S. Poe,,,13.33333333,2003 +Bay,,12/1/2003,3,8.7,6.5,0.2,0.75,11,,58,0:00,S. Poe,,,14.44444444,2003 +Bay,,12/15/2003,2,6.9,6,0.4,0.7,8,,47,0:00,S. Poe,,,8.333333333,2003 +A,,1/4/2004,1,8.5,7,0.65,1.05,5,,33,0:00,Not Recorded,,,0.555555556,2004 +A,,1/20/2004,2,,7,0.6,0.9,4,,40,0:00,Not Recorded,,,4.444444444,2004 +A,,2/5/2004,1,7,7,0.8,1.1,60,,43,0:00,Not Recorded,,,6.111111111,2004 +A,,2/19/2004,1,,7,0.7,1.2,8,,14.5,12:00,Not Recorded,,,-9.722222222,2004 +A,,3/4/2004,0,7.5,7,1,1.2,16,,64,0:00,Not Recorded,,,17.77777778,2004 +A,,3/18/2004,1,,7,1,1.2,10,,40,0:00,Not Recorded,,,4.444444444,2004 +A,,4/1/2004,0,6.7,7,0.6,1,13,,54,0:00,Not Recorded,,,12.22222222,2004 +A,,4/16/2004,1,,7,0.8,0.9,,,53,0:00,Not Recorded,,,11.66666667,2004 +A,,4/29/2004,0,,7.5,0.7,0.7,22,,64,0:00,Not Recorded,,,17.77777778,2004 +A,,5/13/2004,0,3.9,6,0.7,0.8,26,,77,0:00,Not Recorded,,,25,2004 +A,,6/3/2004,0,,6.5,,,26,,81,0:00,Not Recorded,,,27.22222222,2004 +A,,6/17/2004,0,2.9,6.5,0.5,0.5,26,,77,0:00,Not Recorded,,,25,2004 +A,,7/8/2004,0,,6.5,1,1,29,,80,0:00,Not Recorded,,,26.66666667,2004 +A,,7/22/2004,0,,6.5,0.5,1.5,30,,82,0:00,Not Recorded,,,27.77777778,2004 +A,,8/5/2004,0,,6.5,0.95,1.15,30,,83,0:00,Not Recorded,,,28.33333333,2004 +A,,8/19/2004,0,3,6.5,0.95,0.95,27,,80,0:00,Not Recorded,,,26.66666667,2004 +A,,9/2/2004,0,,6.5,0.8,0.8,26,,80,0:00,Not Recorded,,,26.66666667,2004 +A,,9/16/2004,0,3.6,6.5,0.4,0.8,26,,29,0:00,Not Recorded,,,-1.666666667,2004 +A,,10/1/2004,1,,0.7,0.4,0.7,24,,72,0:00,Not Recorded,,,22.22222222,2004 +A,,10/21/2004,1,,6.5,1,1.5,16,,63,0:00,Not Recorded,,,17.22222222,2004 +A,,11/5/2004,0,,7,0.7,0.8,16,,57,0:00,Not Recorded,,,13.88888889,2004 +A,,11/18/2004,0,8,7,0.6,0.6,10,,51,0:00,Not Recorded,,,10.55555556,2004 +A,,12/2/2004,0,,7,1.6,1.8,13,,56,0:00,Not Recorded,,,13.33333333,2004 +A,,12/16/2004,2,6.3,7,0.9,1,5,,34,0:00,Not Recorded,,,1.111111111,2004 +B,,1/4/2004,1,8.5,7,0.2,0.2,4,,33,0:00,Not Recorded,,,0.555555556,2004 +B,,1/20/2004,2,,8,0.2,0.2,3,,40,0:00,Not Recorded,,,4.444444444,2004 +B,,2/5/2004,1,6.6,7,0.25,0.25,5,,43,0:00,Not Recorded,,,6.111111111,2004 +B,,2/19/2004,1,,7,0.3,0.3,6.5,,10.5,12:00,Not Recorded,,,-11.94444444,2004 +B,,3/4/2004,0,5.4,7,0.2,0.2,16,,65,0:00,Not Recorded,,,18.33333333,2004 +B,,3/18/2004,1,,7,0.3,0.3,9,,43,0:00,Not Recorded,,,6.111111111,2004 +B,,4/1/2004,1,7.2,8,0.3,0.3,13,,54,0:00,Not Recorded,,,12.22222222,2004 +B,,4/16/2004,1,,8,0.2,0.2,13,,53,0:00,Not Recorded,,,11.66666667,2004 +B,,4/29/2004,0,,8.5,0.1,0.1,22,,63,0:00,Not Recorded,,,17.22222222,2004 +B,,5/13/2004,0,3.1,9,0.2,0.2,28,,26,0:00,Not Recorded,,,-3.333333333,2004 +B,,6/3/2004,0,,8,0.1,0.1,27,,80,0:00,Not Recorded,,,26.66666667,2004 +B,,6/17/2004,0,,7,0.1,0.1,26,,78,0:00,Not Recorded,,,25.55555556,2004 +B,,7/8/2004,0,,7,0.2,0.2,29,,80,0:00,Not Recorded,,,26.66666667,2004 +B,,7/22/2004,0,3.1,8,0.1,0.1,28.5,,81,0:00,Not Recorded,,,27.22222222,2004 +B,,8/5/2004,0,,7,0.25,0.25,32,,83,0:00,Not Recorded,,,28.33333333,2004 +B,,8/19/2004,0,2.8,6.5,0.2,0.2,28,,82,0:00,Not Recorded,,,27.77777778,2004 +B,,9/2/2004,0,,6.5,0.1,0.1,26,,79,0:00,Not Recorded,,,26.11111111,2004 +B,,9/16/2004,0,3.7,7,0.2,0.2,26,,29,0:00,Not Recorded,,,-1.666666667,2004 +B,,10/1/2004,0,,8,0.15,0.15,23,,72,0:00,Not Recorded,,,22.22222222,2004 +B,,10/21/2004,2,4.5,7,0.3,0.3,17,,63,0:00,Not Recorded,,,17.22222222,2004 +B,,11/5/2004,0,,7,0.25,0.25,15,,58,0:00,Not Recorded,,,14.44444444,2004 +B,,11/18/2004,0,5.3,7,0.2,0.2,11,,,,Not Recorded,,,-17.77777778,2004 +B,,12/2/2004,1,,7.5,0.2,0.2,13,,55,0:00,Not Recorded,,,12.77777778,2004 +B,,12/16/2004,4,5.7,7.5,0.2,0.2,4,,35,0:00,Not Recorded,,,1.666666667,2004 +C,,1/4/2004,1,,7,0.5,0.5,5,,33,0:00,Not Recorded,,,0.555555556,2004 +C,,1/20/2004,2,10,,0.5,0.5,3,,40,0:00,Not Recorded,,,4.444444444,2004 +C,,2/5/2004,1,,7,0.6,0.6,7,,43,0:00,Not Recorded,,,6.111111111,2004 +C,,2/19/2004,1,9.1,7,0.5,0.6,6,,11.5,12:00,Not Recorded,,,-11.38888889,2004 +C,,3/4/2004,0,,7,0.6,0.6,17,,22,0:00,Not Recorded,,,-5.555555556,2004 +C,,3/18/2004,1,6.7,7,0.6,0.6,10,,45,0:00,Not Recorded,,,7.222222222,2004 +C,,4/1/2004,1,,7,0.6,0.6,12,,55,0:00,Not Recorded,,,12.77777778,2004 +C,,4/16/2004,1,7.4,7.5,0.4,0.4,14,,52,0:00,Not Recorded,,,11.11111111,2004 +C,,4/29/2004,0,2.8,7,0.3,0.3,,,63,0:00,Not Recorded,,,17.22222222,2004 +C,,5/13/2004,2,,7,0.4,0.4,27,,78,0:00,Not Recorded,,,25.55555556,2004 +C,,6/3/2004,0,4.2,7.5,0.3,0.3,26,,80,0:00,Not Recorded,,,26.66666667,2004 +C,,6/17/2004,0,,7,0.4,0.4,25,,79,0:00,Not Recorded,,,26.11111111,2004 +C,,7/8/2004,0,3,7.5,0.5,0.5,29,,80,N/A,Not Recorded,,,26.66666667,2004 +C,,7/22/2004,0,,7,0.55,0.55,30,,81,0:00,Not Recorded,,,27.22222222,2004 +C,,8/5/2004,0,2.9,6.5,0.6,0.6,29,,83,0:00,Not Recorded,,,28.33333333,2004 +C,,8/19/2004,0,,6.5,0.7,0.7,28,,82,0:00,Not Recorded,,,27.77777778,2004 +C,,9/2/2004,0,3.6,7,0.3,0.3,,,80,,Not Recorded,,,26.66666667,2004 +C,,9/16/2004,0,,7,0.25,0.25,27,,30,0:00,Not Recorded,,,-1.111111111,2004 +C,,10/1/2004,0,5.3,7.5,0.3,0.3,23,,72,0:00,Not Recorded,,,22.22222222,2004 +C,,10/21/2004,2,,7,0.5,0.5,17,,63,0:00,Not Recorded,,,17.22222222,2004 +C,,11/5/2004,0,6.2,7,0.5,0.5,15,,57,0:00,Not Recorded,,,13.88888889,2004 +C,,11/18/2004,0,,7,0.5,0.5,11,,53,0:00,Not Recorded,,,11.66666667,2004 +C,,12/2/2004,1,4.2,7,0.5,0.5,12,,55,0:00,Not Recorded,,,12.77777778,2004 +C,,12/16/2004,3,,7,0.5,0.5,4,,35,0:00,Not Recorded,,,1.666666667,2004 +D,,1/4/2004,1,,6.5,1.1,1.1,5,,33,0:00,Not Recorded,,,0.555555556,2004 +D,,1/20/2004,0,10,6.5,1.4,1.4,4,,40,0:00,Not Recorded,,,4.444444444,2004 +D,,2/5/2004,1,,6,1.5,1.5,5,,43,0:00,Not Recorded,,,6.111111111,2004 +D,,2/19/2004,1,10.1,6.5,1.5,1.5,6,,37,0:00,Not Recorded,,,2.777777778,2004 +D,,3/4/2004,0,,6.5,1.2,1.2,18,,21,0:00,Not Recorded,,,-6.111111111,2004 +D,,3/18/2004,1,8.4,6.5,1,1.5,,,44,0:00,Not Recorded,,,6.666666667,2004 +D,,4/1/2004,1,,6.5,1,1.6,12,,55,N/A,Not Recorded,,,12.77777778,2004 +D,,4/16/2004,1,5.8,6.5,0.9,1.5,14,,52,0:00,Not Recorded,,,11.11111111,2004 +D,,4/29/2004,0,4.9,6.5,1.1,1.35,19,,62,0:00,Not Recorded,,,16.66666667,2004 +D,,5/13/2004,0,,7,1,1.4,28,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,6/3/2004,0,4.5,6.5,0.7,1.3,26,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,6/17/2004,0,,6.5,0.6,1.5,,,80,0:00,Not Recorded,,,26.66666667,2004 +D,,7/8/2004,0,2.6,6.5,0.6,1.65,29,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,8/5/2004,0,3.1,6.5,0.5,1.6,28,,82,0:00,Not Recorded,,,27.77777778,2004 +D,,8/19/2004,0,,6.5,0.8,1.5,29,,83,0:00,Not Recorded,,,28.33333333,2004 +D,,9/2/2004,0,3,6.5,0.4,1.4,25.2,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,9/16/2004,0,,6.5,0.9,1.5,26,,30,0:00,Not Recorded,,,-1.111111111,2004 +D,,10/1/2004,0,6.4,6.5,0.6,1.5,24,,72,0:00,Not Recorded,,,22.22222222,2004 +D,,10/21/2004,1,3.3,6.5,0.8,0.8,17,,63,0:00,Not Recorded,,,17.22222222,2004 +D,,11/5/2004,0,5.5,6.5,1.2,1.4,,,57,0:00,Not Recorded,,,13.88888889,2004 +D,,11/18/2004,0,,6.5,1.4,1.4,12,,53,0:00,Not Recorded,,,11.66666667,2004 +D,,12/2/2004,0,7.25,6.5,1.5,1.5,12,,54,0:00,Not Recorded,,,12.22222222,2004 +D,,12/16/2004,,3,6.5,1.5,1.5,5,,35,0:00,Not Recorded,,,1.666666667,2004 +Bay,,1/9/2004,1,8.2,6.5,0.4,0.4,6,,33,0:00,S. Poe,,,0.555555556,2004 +Bay,,1/20/2004,1,9.5,6.5,0.2,0.3,7,,40,0:00,S. Poe,,,4.444444444,2004 +Bay,,2/5/2004,0,5.9,6.5,0.2,0.25,15.5,,43,0:00,S. Poe,,,6.111111111,2004 +Bay,,2/19/2004,1,7.5,7,0.1,0.1,6,,37,0:00,S. Poe,,,2.777777778,2004 +Bay,,3/4/2004,1,3.7,6.5,0.1,0.5,15,,64,0:00,S. Poe,,,17.77777778,2004 +Bay,,3/18/2004,0,7.7,6.5,0.2,0.45,9,,43.3,7:12,S. Poe,,,6.277777778,2004 +Bay,,4/1/2004,0,7.6,7,0.1,0.1,14,,52.5,12:00,S. Poe,,,11.38888889,2004 +Bay,,4/16/2004,1,5.7,6.5,0.2,0.5,13,,52,0:00,S. Poe,,,11.11111111,2004 +Bay,,4/29/2004,0,7.1,6.5,0.35,0.45,16,,62,0:00,S. Poe,,,16.66666667,2004 +Bay,,5/13/2004,0,5.6,6.5,0.4,0.75,,,75.6,14:24,S. Poe,,,24.22222222,2004 +Bay,,6/3/2004,0,4.8,6.5,0.5,0.7,26,,77,0:00,S. Poe,,,25,2004 +Bay,,6/17/2004,0,3.3,6.5,0.5,0.8,25,,77,0:00,S. Poe,,,25,2004 +Bay,,7/8/2004,1,4.7,6.5,0.5,0.6,27,,77,0:00,S. Poe,,,25,2004 +Bay,,7/22/2004,2,3.1,6.5,0.5,0.55,27,,79,0:00,S. Poe,,,26.11111111,2004 +Bay,,8/5/2004,0,3.15,6.5,0.55,0.6,27,,81.5,12:00,S. Poe,,,27.5,2004 +Bay,,8/19/2004,0,4.75,6.5,0.4,0.8,26,,79.9,21:36,S. Poe,,,26.61111111,2004 +Bay,,9/2/2004,0,5.2,6.5,0.4,0.6,24,,78,0:00,S. Poe,,,25.55555556,2004 +Bay,,9/16/2004,0,4,6.5,0.45,0.65,24,,29,0:00,S. Poe,,,-1.666666667,2004 +Bay,,10/1/2004,1,4.3,7,0.4,0.7,23,,71.8,19:12,S. Poe,,,22.11111111,2004 +Bay,,10/21/2004,1,5.8,6.5,0.6,0.7,18,,63,0:00,S. Poe,,,17.22222222,2004 +Bay,,11/5/2004,1,5.9,6.5,0.5,0.6,14,,57,0:00,S. Poe,,,13.88888889,2004 +Bay,,11/18/2004,0,5.9,6.5,0.5,0.5,11,,51,0:00,S. Poe,,,10.55555556,2004 +Bay,,12/2/2004,0,6.3,6.5,0.4,0.65,11,,53.6,14:24,S. Poe,,,12,2004 +Bay,,12/16/2004,2,5.2,6.5,0.3,0.3,4,,33,0:00,S. Poe,,,0.555555556,2004 +A,,1/6/2005,0,,6.5,1,1,12,,59,0:00,Not Recorded,,,15,2005 +A,,2/3/2005,0,5.5,7,0.8,0.8,5,,38,0:00,Not Recorded,,,3.333333333,2005 +A,,2/17/2005,2,,7,1,1,10,,45,0:00,Not Recorded,,,7.222222222,2005 +A,,3/3/2005,1,6.2,7,1.1,1.1,5,,34,0:00,Not Recorded,,,1.111111111,2005 +A,,3/10/2005,1,,7,0.7,0.7,0.7,,45,0:00,Not Recorded,,,7.222222222,2005 +A,,4/21/2005,0,3.3,7,0.3,0.9,19,,70,0:00,Not Recorded,,,21.11111111,2005 +A,,5/5/2005,0,,7,0.6,0.6,17,,54,0:00,Not Recorded,,,12.22222222,2005 +A,,5/24/2005,0,4.7,7,0.6,0.75,20,,62,0:00,Not Recorded,,,16.66666667,2005 +A,,6/16/2005,0,,8,0.7,0.85,31,,88,0:00,Not Recorded,,,31.11111111,2005 +A,,7/1/2005,0,,7,0.8,0.8,30,,,0:00,Not Recorded,,,-17.77777778,2005 +A,,7/14/2005,0,2.2,6,0.8,0.8,28,,,0:00,Not Recorded,,,-17.77777778,2005 +A,,8/11/2005,0,,7,1,1.4,32,,86,0:00,Not Recorded,,,30,2005 +A,,8/24/2005,0,,7,0.5,0.7,27,,73,0:00,Not Recorded,,,22.77777778,2005 +A,,9/8/2005,0,4.2,7,0.3,0.5,,,73,0:00,Not Recorded,,,22.77777778,2005 +A,,9/22/2005,0,,6.5,0.3,0.5,26,,79,0:00,Not Recorded,,,26.11111111,2005 +A,,10/7/2005,0,3.4,6.5,0.6,0.8,24,,77,0:00,Not Recorded,,,25,2005 +A,,10/27/2005,0,,6.5,0.6,0.6,9,,53,0:00,Not Recorded,,,11.66666667,2005 +A,,11/3/2005,0,,7,0.8,0.8,14,,59,0:00,Not Recorded,,,15,2005 +A,,11/10/2005,0,,6.5,0.9,0.9,17,,59,0:00,Not Recorded,,,15,2005 +A,,12/1/2005,0,7,6.5,0.9,0.9,10,,45,0:00,Not Recorded,,,7.222222222,2005 +B,,1/6/2005,0,,7,0.2,0.2,13,,59,0:00,Not Recorded,,,15,2005 +B,,2/3/2005,0,6.7,7,0.3,0.3,34.5,,38,0:00,Not Recorded,,,3.333333333,2005 +B,,2/17/2005,2,,7,,,10,,45,0:00,Not Recorded,,,7.222222222,2005 +B,,3/3/2005,2,5.3,7,0.3,0.3,5,,34,0:00,Not Recorded,,,1.111111111,2005 +B,,3/10/2005,2,,7.5,0.4,0.4,7,,45,0:00,Not Recorded,,,7.222222222,2005 +B,,4/21/2005,0,5.4,8.5,0.2,0.2,20,,71,0:00,Not Recorded,,,21.66666667,2005 +B,,5/5/2005,0,,8,0.1,0.1,17,,54,0:00,Not Recorded,,,12.22222222,2005 +B,,5/24/2005,0,6,9,0.1,0.1,20,,62,0:00,Not Recorded,,,16.66666667,2005 +B,,6/16/2005,0,,9,0.95,,35,,89,0:00,Not Recorded,,,31.66666667,2005 +B,,7/1/2005,0,,8,0.3,0.3,30,,,0:00,Not Recorded,,,-17.77777778,2005 +B,,7/14/2005,0,3.5,6,0.1,0.1,28,,,0:00,Not Recorded,,,-17.77777778,2005 +B,,8/11/2005,0,,7,0.6,0.6,31,,86,0:00,Not Recorded,,,30,2005 +B,,8/24/2005,0,,7.5,0.2,0.2,27,,73,0:00,Not Recorded,,,22.77777778,2005 +B,,9/8/2005,0,2.4,7,0.1,0.1,26,,74,0:00,Not Recorded,,,23.33333333,2005 +B,,9/22/2005,0,,6.5,0.1,0.1,27,,78,0:00,Not Recorded,,,25.55555556,2005 +B,,10/7/2005,0,4.5,7,0.1,0.1,25,,77,0:00,Not Recorded,,,25,2005 +B,,10/27/2005,0,,6.5,0.1,0.1,14,,53,0:00,Not Recorded,,,11.66666667,2005 +B,,11/3/2005,0,5.7,6.5,0.15,0.15,13,,59,0:00,Not Recorded,,,15,2005 +B,,11/10/2005,0,,6.5,0.2,0.2,17,,59,0:00,Not Recorded,,,15,2005 +B,,12/1/2005,0,6.1,7,0.5,0.5,13,,45,0:00,Not Recorded,,,7.222222222,2005 +C,,1/6/2005,1,4.3,7,0.4,0.4,13,,58,0:00,Not Recorded,,,14.44444444,2005 +C,,2/3/2005,0,,7,0.6,0.6,4.5,,38,0:00,Not Recorded,,,3.333333333,2005 +C,,2/17/2005,1,5.3,7,0.6,0.6,12,,45,0:00,Not Recorded,,,7.222222222,2005 +C,,3/3/2005,2,,7,0.6,0.6,5,,34,0:00,Not Recorded,,,1.111111111,2005 +C,,3/10/2005,1,6.9,7,0.7,0.7,6,,45,0:00,Not Recorded,,,7.222222222,2005 +C,,4/21/2005,0,,8,0.6,0.6,21,,71,0:00,Not Recorded,,,21.66666667,2005 +C,,5/5/2005,0,4.8,8,0.6,0.6,,,58,0:00,Not Recorded,,,14.44444444,2005 +C,,5/24/2005,0,,7.5,0.7,0.7,21,,62,0:00,Not Recorded,,,16.66666667,2005 +C,,6/3/2005,0,4.4,8,0.7,0.7,18,,64,0:00,Not Recorded,,,17.77777778,2005 +C,,6/16/2005,0,4.8,8.5,0.6,0.6,34,,88,0:00,Not Recorded,,,31.11111111,2005 +C,,7/1/2005,0,5.1,8.5,0.6,0.6,31,,,0:00,Not Recorded,,,-17.77777778,2005 +C,,7/14/2005,0,,6.5,0.6,0.6,32,,,0:00,Not Recorded,,,-17.77777778,2005 +C,,8/11/2005,0,5.2,7.5,0.1,0.1,32,,86,0:00,Not Recorded,,,30,2005 +C,,8/24/2005,0,3.6,7,0.3,0.3,25,,73,0:00,Not Recorded,,,22.77777778,2005 +C,,9/8/2005,0,,8,0.1,0.1,25,,74,0:00,Not Recorded,,,23.33333333,2005 +C,,9/22/2005,0,2.6,6.5,0.2,0.2,25,,78,0:00,Not Recorded,,,25.55555556,2005 +C,,10/7/2005,0,,6.5,,,25,,77,0:00,Not Recorded,,,25,2005 +C,,10/27/2005,0,5,7,0.35,0.35,14,,,0:00,Not Recorded,,,-17.77777778,2005 +C,,11/3/2005,0,,7.5,0.3,0.3,16,,60,0:00,Not Recorded,,,15.55555556,2005 +C,,11/10/2005,0,5,7,0.3,0.3,17,,59,0:00,Not Recorded,,,15,2005 +C,,12/1/2005,0,,7,0.4,0.4,12,,46,0:00,Not Recorded,,,7.777777778,2005 +D,,1/6/2005,0,7.6,6.5,1.4,1.4,13,,58,0:00,Not Recorded,,,14.44444444,2005 +D,,2/3/2005,0,,6.5,1.1,1.45,7.2,,38,0:00,Not Recorded,,,3.333333333,2005 +D,,2/17/2005,0,6.6,6.5,1.3,1.5,10,,44,0:00,Not Recorded,,,6.666666667,2005 +D,,3/3/2005,1,,6.5,1.5,1.6,6,,35,0:00,Not Recorded,,,1.666666667,2005 +D,,3/10/2005,1,7.7,6.5,1.2,1.4,6,,44,0:00,Not Recorded,,,6.666666667,2005 +D,,4/21/2005,0,,6.5,1.1,1.4,21,,72,0:00,Not Recorded,,,22.22222222,2005 +D,,5/5/2005,0,5.2,6.5,1,1.4,17,,58,0:00,Not Recorded,,,14.44444444,2005 +D,,5/24/2005,0,,6.5,0.8,1.5,,,62,0:00,Not Recorded,,,16.66666667,2005 +D,,6/3/2005,0,5,6.5,1,1.5,18,,63,0:00,Not Recorded,,,17.22222222,2005 +D,,6/16/2005,0,4.3,6.5,0.8,1.4,34,,88,0:00,Not Recorded,,,31.11111111,2005 +D,,7/1/2005,0,2.7,6.5,0.9,1.3,30,,,0:00,Not Recorded,,,-17.77777778,2005 +D,,7/14/2005,0,,7.5,0.9,1.3,30,,,0:00,Not Recorded,,,-17.77777778,2005 +D,,7/21/2005,0,4.3,6.5,0.7,1.5,32,,83,0:00,Not Recorded,,,28.33333333,2005 +D,,8/11/2005,0,2.9,6.5,0.4,0.8,31,,85,0:00,Not Recorded,,,29.44444444,2005 +D,,8/24/2005,0,2.5,,0.7,1.5,27,,73,0:00,Not Recorded,,,22.77777778,2005 +D,,9/8/2005,0,,6.5,0.9,1.4,24,,74,0:00,Not Recorded,,,23.33333333,2005 +D,,9/22/2005,0,3.9,6.5,0.7,1,26,,78,0:00,Not Recorded,,,25.55555556,2005 +D,,10/7/2005,0,,6.5,0.7,1.1,25,,77,0:00,Not Recorded,,,25,2005 +D,,10/27/2005,0,5.9,6.5,1,1.4,14,,51,0:00,Not Recorded,,,10.55555556,2005 +D,,11/3/2005,0,,6,1.4,1.4,16,,60,0:00,Not Recorded,,,15.55555556,2005 +D,,11/10/2005,0,5.9,6.5,0.9,1.3,17,,59,0:00,Not Recorded,,,15,2005 +D,,12/1/2005,0,,6.5,1.3,1.3,11,,45,0:00,Not Recorded,,,7.222222222,2005 +D,,12/15/2005,0,10,6.5,0.8,0.9,5,,46,0:00,Not Recorded,,,7.777777778,2005 +Bay,,1/6/2005,1,5.9,6,0.4,0.5,12,,57.7,16:48,S. Poe,,,14.27777778,2005 +Bay,,2/3/2005,0,7.3,6.5,0.15,0.15,6,,37.4,9:36,S. Poe,,,3,2005 +Bay,,2/17/2005,0,6.3,6.5,0.3,0.5,9,,44,0:00,S. Poe,,,6.666666667,2005 +Bay,,3/3/2005,1,,6.5,0.2,0.45,5,,,0:00,S. Poe,,,-17.77777778,2005 +Bay,,3/10/2005,1,7.4,6,0.2,0.4,6,,44,0:00,S. Poe,,,6.666666667,2005 +Bay,,4/21/2005,0,5.2,6,0.2,0.5,19,,70,0:00,S. Poe,,,21.11111111,2005 +Bay,,5/5/2005,0,6.9,6.5,0.4,0.4,15,,58,0:00,S. Poe,,,14.44444444,2005 +Bay,,5/24/2005,0,6.3,6.5,0.4,0.6,20,,61,0:00,S. Poe,,,16.11111111,2005 +Bay,,6/3/2005,0,6.6,6.5,0.6,0.7,18,,63,0:00,S. Poe,,,17.22222222,2005 +Bay,,6/16/2005,,5.4,7,0.55,0.65,30,,87.4,9:36,S. Poe,,,30.77777778,2005 +Bay,,7/1/2005,0,4.3,6.5,0.07,0.07,27,,,0:00,S. Poe,,,-17.77777778,2005 +Bay,,7/14/2005,0,3.6,6,0.6,0.7,25,,27,0:00,S. Poe,,,-2.777777778,2005 +Bay,,7/21/2005,0,5.7,6,0.6,0.6,28,,83,0:00,S. Poe,,,28.33333333,2005 +Bay,,8/11/2005,0,3.7,6.5,0.6,0.6,27,,85,0:00,S. Poe,,,29.44444444,2005 +Bay,,8/24/2005,0,4.9,6,0.45,0.45,25,,73,0:00,S. Poe,,,22.77777778,2005 +Bay,,9/8/2005,0,5,6.5,0.1,0.1,74,,76,0:00,S. Poe,,,24.44444444,2005 +Bay,,9/22/2005,0,4.3,6,0.5,0.7,25,,78,0:00,S. Poe,,,25.55555556,2005 +Bay,,10/7/2005,0,5.3,6.5,0.6,0.7,24,,72,0:00,S. Poe,,,22.22222222,2005 +Bay,,10/27/2005,0,6.2,6.5,0.5,0.5,16,,51,0:00,S. Poe,,,10.55555556,2005 +Bay,,11/3/2005,0,5.7,6.5,0.5,0.5,14,,57,0:00,S. Poe,,,13.88888889,2005 +Bay,,11/10/2005,0,6.6,6.5,0.5,0.7,18,,59,0:00,S. Poe,,,15,2005 +Bay,,12/1/2005,0,7.2,6.5,0.45,0.45,11,,43,0:00,S. Poe,,,6.111111111,2005 +Bay,,12/15/2005,0,7.6,6.5,0.2,0.2,6,,46,0:00,S. Poe,,,7.777777778,2005 +A,,1/3/2006,0,,6,0.7,0.9,11,,48,0:00,Not Recorded,,,8.888888889,2006 +A,,1/19/2006,0,7.7,6.5,1.1,1.1,9,,46,0:00,Not Recorded,,,7.777777778,2006 +A,,2/2/2006,0,,6.5,1.15,1.15,9,,52,0:00,Not Recorded,,,11.11111111,2006 +A,,2/9/2006,0,8.6,7,1,1.1,7,,39.2,4:48,Not Recorded,,,4,2006 +A,,3/9/2006,0,,7,1.1,1.1,10,,57.2,4:48,Not Recorded,,,14,2006 +A,,3/15/2006,0,7.8,7,1,1,14,,44.6,14:24,Not Recorded,,,7,2006 +A,,4/6/2006,0,,7.5,0.4,1.1,17,,59,0:00,Not Recorded,,,15,2006 +A,,4/21/2006,0,,7,0.6,1,19,,62.6,14:24,Not Recorded,,,17,2006 +A,,5/5/2006,0,,7,0.9,0.9,21,,60.8,19:12,Not Recorded,,,16,2006 +A,,5/17/2006,0,,6.5,0.8,0.8,22,,71,0:00,Not Recorded,,,21.66666667,2006 +A,,6/1/2006,0,5,7,0.7,0.7,20,,77,0:00,Not Recorded,,,25,2006 +A,,7/6/2006,0,3.6,6.5,0.9,1,28,,73.4,9:36,Not Recorded,,,23,2006 +A,,7/18/2006,0,,7,0.8,0.8,31,,73,0:00,Not Recorded,,,22.77777778,2006 +A,,7/27/2006,0,2,6.5,,,28,,79,0:00,Not Recorded,,,26.11111111,2006 +A,,8/17/2006,0,,6.5,0.5,0.6,26,,80,0:00,Not Recorded,,,26.66666667,2006 +A,,9/7/2006,0,3.7,6.5,,,24,,70,0:00,Not Recorded,,,21.11111111,2006 +A,,9/21/2006,0,,6.5,0.6,0.9,21,,66,0:00,Not Recorded,,,18.88888889,2006 +A,,10/5/2006,0,6.3,,0.8,0.8,23,,74,0:00,Not Recorded,,,23.33333333,2006 +A,,10/19/2006,0,,7,0.8,0.8,21,,67,0:00,Not Recorded,,,19.44444444,2006 +A,,11/6/2006,0,,6.5,0.6,0.6,15,,61,0:00,Not Recorded,,,16.11111111,2006 +A,,11/16/2006,0,6,6.5,0.6,0.95,17,,65,0:00,Not Recorded,,,18.33333333,2006 +A,,11/30/2006,0,,6.5,0.6,0.9,15,,65,0:00,Not Recorded,,,18.33333333,2006 +A,,12/14/2006,0,7.8,,0.65,0.75,13,,58,0:00,Not Recorded,,,14.44444444,2006 +B,,1/3/2006,0,,7,0.3,0.3,11,,48,0:00,Not Recorded,,,8.888888889,2006 +B,,1/19/2006,0,5.7,7,0.2,0.2,8,,46,0:00,Not Recorded,,,7.777777778,2006 +B,,2/2/2006,0,,7,0.2,0.2,9,,54,0:00,Not Recorded,,,12.22222222,2006 +B,,2/9/2006,0,8.5,7,0.2,0.2,,,39.2,4:48,Not Recorded,,,4,2006 +B,,3/9/2006,0,,7,0.3,0.3,11,,57.2,4:48,Not Recorded,,,14,2006 +B,,3/15/2006,0,7.7,7,0.2,0.2,12,,48.2,4:48,Not Recorded,,,9,2006 +B,,4/6/2006,0,,8,0.25,0.25,17,,59,0:00,Not Recorded,,,15,2006 +B,,4/21/2006,0,8,7,0.2,0.2,18,,62.6,14:24,Not Recorded,,,17,2006 +B,,5/5/2006,0,,9,0.1,0.1,21,,60.8,19:12,Not Recorded,,,16,2006 +B,,5/17/2006,0,,6,0.2,0.2,22,,71,0:00,Not Recorded,,,21.66666667,2006 +B,,6/1/2006,0,4.4,7,0.1,0.1,26,,77,0:00,Not Recorded,,,25,2006 +B,,6/16/2006,0,3.8,6,0.4,0.4,23,,68,0:00,Not Recorded,,,20,2006 +B,,7/6/2006,0,4.7,6.5,0.2,0.2,27,,73.4,9:36,Not Recorded,,,23,2006 +B,,7/18/2006,0,,6.5,0.2,0.2,20,,72,0:00,Not Recorded,,,22.22222222,2006 +B,,7/27/2006,0,2.9,6.5,0.2,0.2,29,,79,0:00,Not Recorded,,,26.11111111,2006 +B,,8/17/2006,0,,9,0.1,0.1,30,,80,0:00,Not Recorded,,,26.66666667,2006 +B,,9/7/2006,0,3.5,6.5,0.2,0.2,25,,70,,Not Recorded,,,21.11111111,2006 +B,,9/21/2006,0,,6.5,0.2,0.2,18,,66,0:00,Not Recorded,,,18.88888889,2006 +B,,10/5/2006,0,8.2,7,0.4,0.4,23,,73,0:00,Not Recorded,,,22.77777778,2006 +B,,10/19/2006,0,,7.5,0.3,0.3,22,,67,0:00,Not Recorded,,,19.44444444,2006 +B,,11/6/2006,0,,7,0.2,0.2,19,,62,0:00,Not Recorded,,,16.66666667,2006 +B,,11/16/2006,0,6.8,6.5,0.3,0.3,18,,65,0:00,Not Recorded,,,18.33333333,2006 +B,,11/30/2006,0,,7,0.2,0.2,16,,65,0:00,Not Recorded,,,18.33333333,2006 +B,,12/14/2006,0,7.7,6,0.1,0.2,15,,58,0:00,Not Recorded,,,14.44444444,2006 +C,,1/3/2006,0,5.9,7,0.5,0.5,10,,48,0:00,Not Recorded,,,8.888888889,2006 +C,,1/19/2006,0,,7,0.5,0.5,10,,47,0:00,Not Recorded,,,8.333333333,2006 +C,,2/2/2006,0,8.8,7,0.5,0.5,9,,54,0:00,Not Recorded,,,12.22222222,2006 +C,,2/9/2006,0,,7,0.6,0.6,7,,39.2,4:48,Not Recorded,,,4,2006 +C,,3/9/2006,0,9.9,7.5,0.5,0.5,10,,57.2,4:48,Not Recorded,,,14,2006 +C,,3/15/2006,0,,8,0.4,0.4,14,,44.6,14:24,Not Recorded,,,7,2006 +C,,4/6/2006,0,8.2,8,0.4,0.4,14,,59,0:00,Not Recorded,,,15,2006 +C,,4/21/2006,0,,7,0.3,0.3,18,,62.6,14:24,Not Recorded,,,17,2006 +C,,5/5/2006,0,9,8.5,0.1,0.3,19,,60.8,19:12,Not Recorded,,,16,2006 +C,,5/17/2006,0,,8,,,23,,71,0:00,Not Recorded,,,21.66666667,2006 +C,,6/1/2006,0,,9.5,0.2,0.2,29,,77,0:00,Not Recorded,,,25,2006 +C,,6/16/2006,0,,7,0.5,0.5,22,,68,0:00,Not Recorded,,,20,2006 +C,,7/6/2006,0,,7,0.4,0.4,28,,73.4,9:36,Not Recorded,,,23,2006 +C,,7/18/2006,0,2.7,6.5,0.2,0.2,26,,73,0:00,Not Recorded,,,22.77777778,2006 +C,,7/27/2006,0,,7,0.3,0.3,29,,79,0:00,Not Recorded,,,26.11111111,2006 +C,,8/17/2006,0,6.8,6.5,0.2,0.2,28,,80,0:00,Not Recorded,,,26.66666667,2006 +C,,9/7/2006,0,,6.5,0.7,0.7,24,,71,0:00,Not Recorded,,,21.66666667,2006 +C,,9/21/2006,0,5.2,6.5,0.4,0.4,20,,66,0:00,Not Recorded,,,18.88888889,2006 +C,,10/5/2006,0,,6.5,0.1,0.1,25,,74,0:00,Not Recorded,,,23.33333333,2006 +C,,10/19/2006,0,3.2,,0.2,0.2,,,67,0:00,Not Recorded,,,19.44444444,2006 +C,,11/6/2006,0,4.9,6.5,0.1,0.1,17,,61,0:00,Not Recorded,,,16.11111111,2006 +C,,11/16/2006,0,,6.5,1,1,18,,65,0:00,Not Recorded,,,18.33333333,2006 +C,,11/30/2006,0,6.9,6.5,0.1,0.1,14,,65,0:00,Not Recorded,,,18.33333333,2006 +C,,12/14/2006,0,,8,0.2,0.2,13,,58,0:00,Not Recorded,,,14.44444444,2006 +D,,1/3/2006,0,8.1,6.5,1.2,1.6,9,,48,0:00,Not Recorded,,,8.888888889,2006 +D,,1/19/2006,0,,6.5,1.4,1.4,10,,47,0:00,Not Recorded,,,8.333333333,2006 +D,,2/2/2006,0,8.2,,1.4,1.4,9,,53.6,14:24,Not Recorded,,,12,2006 +D,,2/9/2006,,,6.5,1.5,1.5,7,,41,0:00,Not Recorded,,,5,2006 +D,,3/9/2006,0,8.7,6.5,1.4,1.4,10,,56,0:00,Not Recorded,,,13.33333333,2006 +D,,3/15/2006,0,,6.5,1.3,1.3,13,,44.6,14:24,Not Recorded,,,7,2006 +D,,4/6/2006,0,6.2,6.5,1.2,1.4,15,,59,0:00,Not Recorded,,,15,2006 +D,,4/12/2006,0,,6.5,1.1,1.3,18,,62.6,14:24,Not Recorded,,,17,2006 +D,,5/5/2006,0,6.6,6.5,1.4,1.4,19,,60.8,19:12,Not Recorded,,,16,2006 +D,,5/17/2006,0,,6.5,1.2,1.5,21,,71,0:00,Not Recorded,,,21.66666667,2006 +D,,6/1/2006,0,,6.5,1.1,1.3,28,,77,0:00,Not Recorded,,,25,2006 +D,,7/6/2006,0,,6.5,0.5,1.5,28,,73.4,9:36,Not Recorded,,,23,2006 +D,,7/18/2006,0,2.7,6.5,0.15,0.2,29,,,0:00,Not Recorded,,,-17.77777778,2006 +D,,7/27/2006,0,,6.5,0.6,1.6,30,,79,0:00,Not Recorded,,,26.11111111,2006 +D,,8/17/2006,0,3.9,5,0.65,1.3,25,,79,0:00,Not Recorded,,,26.11111111,2006 +D,,9/7/2006,0,,6,0.7,1.65,24,,71,0:00,Not Recorded,,,21.66666667,2006 +D,,9/21/2006,0,5.8,6.5,0.9,1.5,20,,66,0:00,Not Recorded,,,18.88888889,2006 +D,,10/5/2006,0,,6.5,1,1.4,22,,73,0:00,Not Recorded,,,22.77777778,2006 +D,,10/19/2006,0,5.3,6.5,0.2,0.6,20,,67,0:00,Not Recorded,,,19.44444444,2006 +D,,11/6/2006,0,5.9,6.5,1.3,1.3,13,,60,0:00,Not Recorded,,,15.55555556,2006 +D,,11/16/2006,0,,6.5,1,1.5,17,,65,0:00,Not Recorded,,,18.33333333,2006 +D,,11/30/2006,0,6.7,6.5,1.2,1.5,14.5,,65,N/A,Not Recorded,,,18.33333333,2006 +D,,12/14/2006,0,,6.5,1.4,1.4,13,,58,0:00,Not Recorded,,,14.44444444,2006 +Bay,,1/3/2006,0,0.8,6,0.6,0.6,9,,,0:00,S. Poe,,,-17.77777778,2006 +Bay,,1/19/2006,0,7.5,6.5,0.3,0.7,9,,45,0:00,S. Poe,,,7.222222222,2006 +Bay,,2/2/2006,0,7.8,6.5,0.5,0.5,7,,51.8,19:12,S. Poe,,,11,2006 +Bay,,2/9/2006,0,8.7,6.5,0.4,0.4,7,,30,0:00,S. Poe,,,-1.111111111,2006 +Bay,,3/9/2006,1,9.7,6.5,0.2,0.4,10,,59,0:00,S. Poe,,,15,2006 +Bay,,3/15/2006,0,7.5,7,0.2,0.6,11,,48,0:00,S. Poe,,,8.888888889,2006 +Bay,,4/6/2006,0,7.7,6.5,0.5,0.5,13,,53,0:00,S. Poe,,,11.66666667,2006 +Bay,,4/21/2006,1,6.9,6.5,0.3,0.5,17,,62.6,14:24,S. Poe,,,17,2006 +Bay,,5/5/2006,0,7.4,6.5,0.1,0.1,19,,60.8,19:12,S. Poe,,,16,2006 +Bay,,5/17/2006,0,7.3,6.5,0.5,0.8,20,,71.6,14:24,S. Poe,,,22,2006 +Bay,,6/1/2006,0,6.1,6.5,0.5,0.65,25,,77,0:00,S. Poe,,,25,2006 +Bay,,6/16/2006,0,6.8,6.5,0.5,0.7,22,,68,0:00,S. Poe,,,20,2006 +Bay,,7/6/2006,0,6,6.5,0.4,0.8,27,,73.4,9:36,S. Poe,,,23,2006 +Bay,,7/18/2006,0,5.3,6,2,5,27,,73,0:00,S. Poe,,,22.77777778,2006 +Bay,,7/27/2006,0,6.9,6,0.4,0.6,28,,78.8,19:12,S. Poe,,,26,2006 +Bay,,8/17/2006,0,7.2,7,0.4,0.55,25,,79,0:00,S. Poe,,,26.11111111,2006 +Bay,,9/7/2006,0,6.3,7,0.45,0.9,23,,70,0:00,S. Poe,,,21.11111111,2006 +Bay,,9/21/2006,0,6.3,7,0.5,0.7,19,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,10/5/2006,0,7,7,0.4,0.7,22,,73,0:00,S. Poe,,,22.77777778,2006 +Bay,,10/19/2006,8,0.1,7,0.4,0.7,18,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,11/6/2006,0,7.6,6.5,0.3,0.3,11,,60,0:00,S. Poe,,,15.55555556,2006 +Bay,,11/16/2006,0,7.7,6.5,0.6,0.9,18,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,11/30/2006,0,6.3,6.5,0.5,0.7,14,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,12/14/2006,0,8,6.5,0.4,0.4,13,,50,0:00,S. Poe,,,10,2006 +A,,1/4/2007,0,,6.5,0.6,0.9,14,,56,0:00,Not Recorded,,,13.33333333,2007 +A,,1/18/2007,0,9.8,7,0.7,0.7,7,,47,0:00,Not Recorded,,,8.333333333,2007 +A,,2/2/2007,0,,7,0.7,0.7,5,,43,0:00,Not Recorded,,,6.111111111,2007 +A,,2/15/2007,0,8.8,7,1,1,5,,26,0:00,Not Recorded,,,-3.333333333,2007 +A,,3/1/2007,,,7,0.8,0.9,11,,48,0:00,Not Recorded,,,8.888888889,2007 +A,,4/6/2007,0,,7,0.6,0.9,15,,47,0:00,Not Recorded,,,8.333333333,2007 +A,,4/19/2007,0,,7,0.7,0.8,13,,52,0:00,Not Recorded,,,11.11111111,2007 +A,,5/3/2007,0,,6.5,0.6,0.9,19,,59,0:00,Not Recorded,,,15,2007 +A,,5/31/2007,0,,7,0.5,0.5,26,,75,0:00,Not Recorded,,,23.88888889,2007 +A,,6/14/2007,0,,6.5,0.9,0.9,23,,67,0:00,Not Recorded,,,19.44444444,2007 +A,,7/5/2007,0,,7.5,0.9,1,28,,74,0:00,Not Recorded,,,23.33333333,2007 +A,,7/19/2007,0,,7,0.8,1,30,,82,0:00,Not Recorded,,,27.77777778,2007 +A,,8/2/2007,0,3.7,7,0.5,0.75,30,,79,0:00,Not Recorded,,,26.11111111,2007 +A,,8/21/2007,0,,6.5,0.5,0.8,28,,82,0:00,Not Recorded,,,27.77777778,2007 +A,,9/6/2007,0,2.3,7,0.8,0.8,26,,81,0:00,Not Recorded,,,27.22222222,2007 +A,,9/27/2007,0,,7.5,0.5,0.9,25,,73,0:00,Not Recorded,,,22.77777778,2007 +A,,10/11/2007,0,,7,0.2,1,27,,66,0:00,Not Recorded,,,18.88888889,2007 +A,,10/18/2007,0,3.8,,0.3,1,23,,70,0:00,Not Recorded,,,21.11111111,2007 +A,,11/1/2007,0,,7,0.65,1.1,28,,69,0:00,Not Recorded,,,20.55555556,2007 +A,,11/12/2007,0,3.9,7,0.8,1,13,,59,0:00,Not Recorded,,,15,2007 +A,,12/6/2007,0,,6.5,0.7,1.9,5,,37,0:00,Not Recorded,,,2.777777778,2007 +A,,12/20/2007,0,,6.5,0.5,1,7,,44,0:00,Not Recorded,,,6.666666667,2007 +B,,1/4/2007,0,,7,0.2,0.2,13,,56,0:00,Not Recorded,,,13.33333333,2007 +B,,1/18/2007,0,6.8,7,0.3,0.3,6,,47,0:00,Not Recorded,,,8.333333333,2007 +B,,2/2/2007,0,,7,0.3,0.3,5,,43,0:00,Not Recorded,,,6.111111111,2007 +B,,2/15/2007,0,10,6.5,0.2,0.2,2,,26,0:00,Not Recorded,,,-3.333333333,2007 +B,,3/1/2007,,,6.5,0.3,0.3,10,,48,0:00,Not Recorded,,,8.888888889,2007 +B,,3/21/2007,0,9.4,6.5,0.15,0.15,14,,51,0:00,Not Recorded,,,10.55555556,2007 +B,,4/6/2007,0,,7,0.3,0.3,13,,47,0:00,Not Recorded,,,8.333333333,2007 +B,,4/19/2007,0,8.1,6.5,0.2,0.2,13,,32,0:00,Not Recorded,,,0,2007 +B,,5/3/2007,0,,6.5,0.3,0.3,19,,59,0:00,Not Recorded,,,15,2007 +B,,5/24/2007,0,5.9,8.5,0.3,0.3,23,,66,0:00,Not Recorded,,,18.88888889,2007 +B,,5/31/2007,0,,7.5,0.3,0.3,25,,74,0:00,Not Recorded,,,23.33333333,2007 +B,,6/14/2007,0,,7,0.4,0.4,23,,67,0:00,Not Recorded,,,19.44444444,2007 +B,,7/5/2007,0,3.1,7.5,0.3,0.3,25,,73,0:00,Not Recorded,,,22.77777778,2007 +B,,7/19/2007,0,,7,0.3,0.3,30,,82,0:00,Not Recorded,,,27.77777778,2007 +B,,8/2/2007,0,2.6,6.5,0.25,0.25,29,,80,0:00,Not Recorded,,,26.66666667,2007 +B,,8/21/2007,0,,6.5,0.2,0.2,28,,82,0:00,Not Recorded,,,27.77777778,2007 +B,,9/6/2007,0,,8.5,0.1,0.2,30,,82,0:00,Not Recorded,,,27.77777778,2007 +B,,9/27/2007,0,,8,0.3,0.3,26,,74,0:00,Not Recorded,,,23.33333333,2007 +B,,10/11/2007,0,,7.5,0.3,0.3,23,,66,0:00,Not Recorded,,,18.88888889,2007 +B,,10/18/2007,0,4.9,,0.3,0.48,23,,70,0:00,Not Recorded,,,21.11111111,2007 +B,,11/1/2007,0,,7,0.2,0.2,28,,69,0:00,Not Recorded,,,20.55555556,2007 +B,,11/12/2007,0,6.2,7,0.4,0.4,12,,57,0:00,Not Recorded,,,13.88888889,2007 +B,,12/6/2007,0,,7,0.4,0.5,5,,37,0:00,Not Recorded,,,2.777777778,2007 +B,,12/20/2007,0,,6.5,0.5,0.5,8,,44,0:00,Not Recorded,,,6.666666667,2007 +C,,2/2/2007,0,9.3,8,0.2,0.2,5,,43,0:00,Not Recorded,,,6.111111111,2007 +C,,2/15/2007,0,,7,0.5,0.5,4,,26,0:00,Not Recorded,,,-3.333333333,2007 +C,,3/1/2007,,7.7,7,0.4,0.4,,,48,0:00,Not Recorded,,,8.888888889,2007 +C,,3/21/2007,0,,7,0.5,0.5,15,,52,0:00,Not Recorded,,,11.11111111,2007 +C,,4/6/2007,0,8.4,7,0.4,0.4,15,,47,0:00,Not Recorded,,,8.333333333,2007 +C,,4/19/2007,0,,7.5,0.45,0.45,13,,52,0:00,Not Recorded,,,11.11111111,2007 +C,,5/3/2007,0,5.8,7.5,0.4,0.4,19,,59,0:00,Not Recorded,,,15,2007 +C,,5/24/2007,0,,8.5,0.2,0.2,24,,66,0:00,Not Recorded,,,18.88888889,2007 +C,,5/31/2007,0,,8.5,0.1,0.1,26,,74,0:00,Not Recorded,,,23.33333333,2007 +C,,6/14/2007,1,5.1,8,0.3,0.3,21,,67,,Not Recorded,,,19.44444444,2007 +C,,7/5/2007,0,,7.5,0.5,0.5,26,,74,0:00,Not Recorded,,,23.33333333,2007 +C,,7/19/2007,0,4.3,6.7,0.3,0.3,,,82,0:00,Not Recorded,,,27.77777778,2007 +C,,8/2/2007,0,,9,0.4,0.4,30,,81,0:00,Not Recorded,,,27.22222222,2007 +C,,8/21/2007,0,4.5,7,0.3,0.3,28,,81,0:00,Not Recorded,,,27.22222222,2007 +C,,9/6/2007,0,,8.5,0.15,0.15,27,,83,0:00,Not Recorded,,,28.33333333,2007 +C,,9/27/2007,0,2,,0.4,0.4,25,,73,0:00,Not Recorded,,,22.77777778,2007 +C,,10/11/2007,0,4.3,7,0.3,0.3,21,,66,0:00,Not Recorded,,,18.88888889,2007 +C,,10/18/2007,0,,,0.3,0.3,23,,70,0:00,Not Recorded,,,21.11111111,2007 +C,,11/1/2007,0,5.3,7,0.35,0.35,28,,68,0:00,Not Recorded,,,20,2007 +C,,11/12/2007,,,7.5,0.3,0.3,16,,56,0:00,Not Recorded,,,13.33333333,2007 +C,,12/6/2007,0,6.2,7,0.5,0.75,5,,37,0:00,Not Recorded,,,2.777777778,2007 +C,,12/20/2007,0,5.2,6.5,0.6,0.65,7,,40,0:00,Not Recorded,,,4.444444444,2007 +D,,1/4/2007,0,7.6,5,1.2,1.6,54,,12,0:00,Not Recorded,,,-11.11111111,2007 +D,,1/18/2007,0,,6,0.9,0.9,7,,57,0:00,Not Recorded,,,13.88888889,2007 +D,,2/2/2007,0,10,6.5,2,2,5,,43,0:00,Not Recorded,,,6.111111111,2007 +D,,2/15/2007,0,,6.5,1.9,1.9,4,,26,0:00,Not Recorded,,,-3.333333333,2007 +D,,3/1/2007,,8.8,6,1.4,1.4,10,,50,0:00,Not Recorded,,,10,2007 +D,,4/6/2007,0,7.1,6,1,1.3,14,,46,0:00,Not Recorded,,,7.777777778,2007 +D,,4/19/2007,0,,6.5,1,1.3,12,,52,0:00,Not Recorded,,,11.11111111,2007 +D,,5/3/2007,0,5.9,6.5,0.9,2,20,,59,0:00,Not Recorded,,,15,2007 +D,,5/31/2007,0,,6.5,1,1.1,27,,74,0:00,Not Recorded,,,23.33333333,2007 +D,,6/14/2007,0,5.9,6.5,0.9,1.1,21,,67,0:00,Not Recorded,,,19.44444444,2007 +D,,7/5/2007,0,3.9,6.5,0.5,0.9,24,,82,0:00,Not Recorded,,,27.77777778,2007 +D,,7/19/2007,0,5.2,,0.8,0.9,29,,80,0:00,Not Recorded,,,26.66666667,2007 +D,,8/2/2007,0,,7.5,0.8,1.1,31,,81,0:00,Not Recorded,,,27.22222222,2007 +D,,8/21/2007,0,5.7,7,0.7,0.9,28,,80,0:00,Not Recorded,,,26.66666667,2007 +D,,9/6/2007,0,,8.5,0.75,0.9,28,,83,0:00,Not Recorded,,,28.33333333,2007 +D,,9/27/2007,0,4.1,8.5,0.5,0.8,26,,73,0:00,Not Recorded,,,22.77777778,2007 +D,,10/11/2007,0,3.3,7,0.6,0.9,22,,66,0:00,Not Recorded,,,18.88888889,2007 +D,,10/18/2007,0,,,0.75,0.85,23,,70,0:00,Not Recorded,,,21.11111111,2007 +D,,11/1/2007,0,5.9,7,0.75,1,28,,68,0:00,Not Recorded,,,20,2007 +D,,11/12/2007,,,7,0.8,1.1,18,,56,0:00,Not Recorded,,,13.33333333,2007 +D,,12/6/2007,0,8.7,7,1,1,5,,37,0:00,Not Recorded,,,2.777777778,2007 +D,,12/20/2007,0,6.3,6,1.1,1.1,7,,40,0:00,Not Recorded,,,4.444444444,2007 +Bay,,1/4/2007,0,9,6.5,0.6,0.6,12,,54,0:00,S. Poe,,,12.22222222,2007 +Bay,,1/18/2007,0,10.1,6.5,0.2,0.2,6,,47,0:00,S. Poe,,,8.333333333,2007 +Bay,,2/2/2007,0,8.1,6.5,0.45,0.45,5,,42,0:00,S. Poe,,,5.555555556,2007 +Bay,,2/15/2007,0,9.3,6.5,0.3,0.3,3,,26,0:00,S. Poe,,,-3.333333333,2007 +Bay,,3/1/2007,,7.2,6.5,0.3,0.4,9,,48,0:00,S. Poe,,,8.888888889,2007 +Bay,,3/21/2007,0,8.7,6.5,0.3,0.37,11,,51,0:00,S. Poe,,,10.55555556,2007 +Bay,,4/6/2007,0,9.9,6.5,0.4,0.45,11,,46,0:00,S. Poe,,,7.777777778,2007 +Bay,,4/19/2007,0,8.7,6.5,0.1,0.2,13,,57,0:00,S. Poe,,,13.88888889,2007 +Bay,,5/3/2007,0,7.2,6.5,0.4,0.7,19,,59,0:00,S. Poe,,,15,2007 +Bay,,5/24/2007,0,6.9,7,0.5,0.6,20,,65,0:00,S. Poe,,,18.33333333,2007 +Bay,,5/31/2007,0,,6.5,0.45,0.65,24,,74,0:00,S. Poe,,,23.33333333,2007 +Bay,,6/14/2007,0,8.8,6.5,7.4,7.4,20,,67,0:00,S. Poe,,,19.44444444,2007 +Bay,,7/5/2007,0,,7.5,0.9,1,28,,74,0:00,S. Poe,,,23.33333333,2007 +Bay,,7/19/2007,0,4.7,7,0.3,0.7,27,,80,0:00,S. Poe,,,26.66666667,2007 +Bay,,8/2/2007,0,3.2,8,0.45,0.55,28,,78,0:00,S. Poe,,,25.55555556,2007 +Bay,,8/21/2007,0,5.1,7.5,0.4,0.8,26,,80,0:00,S. Poe,,,26.66666667,2007 +Bay,,9/6/2007,0,4.2,8.5,0.5,0.65,25,,81,0:00,S. Poe,,,27.22222222,2007 +Bay,,9/27/2007,0,3.2,8,0.5,0.9,25,,73,0:00,S. Poe,,,22.77777778,2007 +Bay,,10/11/2007,0,3.2,7,0.4,0.7,23,,65,0:00,S. Poe,,,18.33333333,2007 +Bay,,10/18/2007,0,4.2,,0.4,0.8,21,,70,0:00,S. Poe,,,21.11111111,2007 +Bay,,11/1/2007,0,3.7,7,0.4,0.7,28,,68,0:00,S. Poe,,,20,2007 +Bay,,11/12/2007,0,4.1,7,0.55,0.6,13,,57,0:00,S. Poe,,,13.88888889,2007 +Bay,,12/6/2007,0,6.8,7,0.25,0.25,5,,37,0:00,S. Poe,,,2.777777778,2007 +Bay,,12/20/2007,0,6.3,7,0.4,0.6,6,,39,0:00,S. Poe,,,3.888888889,2007 +A,,1/3/2008,0,,6.5,1,1.3,4,,29,0:00,Not Recorded,,,-1.666666667,2008 +A,,1/17/2008,1,,6.5,1.2,1.3,6,,42,0:00,Not Recorded,,,5.555555556,2008 +A,,2/7/2008,0,,6.5,0.2,0.9,15,,61,0:00,Not Recorded,,,16.11111111,2008 +A,,2/19/2008,0,5.1,6.5,0.7,2.1,12,,46,0:00,Not Recorded,,,7.777777778,2008 +A,,3/7/2008,0,,6.5,0.9,0.9,4,,45,0:00,Not Recorded,,,7.222222222,2008 +A,,3/21/2008,0,4.8,6.5,0.8,1.5,15,,48,0:00,Not Recorded,,,8.888888889,2008 +A,,4/3/2009,0,,7,0.5,1.2,14,,48,0:00,Not Recorded,,,8.888888889,2009 +A,,4/17/2008,0,4,6.5,0.5,1.2,16,,59,0:00,Not Recorded,,,15,2008 +A,,5/22/2008,0,4.3,7,0.6,1,22,,67,0:00,Not Recorded,,,19.44444444,2008 +A,,6/5/2008,0,,8.2,0.6,0.8,28,,79,0:00,Not Recorded,,,26.11111111,2008 +A,,6/19/2008,1,5.2,7,0.6,0.7,27,,,N/A,Not Recorded,,,-17.77777778,2008 +A,,7/3/2008,1,,7,0.8,0.1,29,,86,0:00,Not Recorded,,,30,2008 +A,,7/21/2008,1,3.8,6.5,0.7,1.3,32,,85,0:00,Not Recorded,,,29.44444444,2008 +A,,8/7/2008,0,,6.5,0.6,1,29,,80,0:00,Not Recorded,,,26.66666667,2008 +A,,8/21/2008,,,6.5,0.7,0.9,26,,75,0:00,Not Recorded,,,23.88888889,2008 +A,,9/9/2008,1,,,0.5,1,28,,74,0:00,Not Recorded,,,23.33333333,2008 +A,,9/23/2008,1,6.6,7,0.5,0.5,20,,68,0:00,Not Recorded,,,20,2008 +A,,10/9/2008,0,,6.5,0.8,1,21.5,,70,0:00,Not Recorded,,,21.11111111,2008 +A,,10/28/2008,1,,7,0.9,0.9,13,,45,0:00,Not Recorded,,,7.222222222,2008 +A,,11/6/2008,1,6.8,6.5,0.8,0.85,15,,60,0:00,Not Recorded,,,15.55555556,2008 +A,,11/18/2008,1,,6.5,0.5,0.5,8.5,,42,0:00,Not Recorded,,,5.555555556,2008 +A,,12/4/2008,1,,6.5,1.6,1.7,8,,48,0:00,Not Recorded,,,8.888888889,2008 +A,,12/16/2008,1,,6.5,0.55,0.55,10,,49,0:00,Not Recorded,,,9.444444444,2008 +B,,1/3/2008,0,,7,0.4,0.4,0,,29,0:00,Not Recorded,,,-1.666666667,2008 +B,,1/17/2008,1,4.9,7,0.7,0.9,5,,42,0:00,Not Recorded,,,5.555555556,2008 +B,,2/7/2008,0,,7,0.45,0.45,15,,61,0:00,Not Recorded,,,16.11111111,2008 +B,,2/19/2008,0,6.2,,0.53,0.53,12,,47,0:00,Not Recorded,,,8.333333333,2008 +B,,3/7/2008,0,,7,,,5,,45,,Not Recorded,,,7.222222222,2008 +B,,3/21/2008,0,6.9,8,0.6,0.6,13,,49,0:00,Not Recorded,,,9.444444444,2008 +B,,4/3/2008,0,,8.5,0.2,0.6,14,,48,0:00,Not Recorded,,,8.888888889,2008 +B,,4/17/2008,0,5.3,8.5,0.55,0.55,13,,59,0:00,Not Recorded,,,15,2008 +B,,5/8/2008,0,,6.5,0.3,1,22,,70,0:00,Not Recorded,,,21.11111111,2008 +B,,5/22/2008,0,5.2,7,0.4,0.4,22,,68,0:00,Not Recorded,,,20,2008 +B,,6/5/2008,0,,8,0.4,0.4,27,,79,0:00,Not Recorded,,,26.11111111,2008 +B,,6/19/2008,1,5.9,7.5,0.2,0.4,26,,,N/A,Not Recorded,,,-17.77777778,2008 +B,,7/3/2008,1,,7,0.3,0.3,28,,87,0:00,Not Recorded,,,30.55555556,2008 +B,,7/21/2008,1,2.8,7.5,2.5,2.5,30,,85,0:00,Not Recorded,,,29.44444444,2008 +B,,8/7/2008,0,,8.5,0.35,0.35,28,,80,0:00,Not Recorded,,,26.66666667,2008 +B,,8/21/2008,,,7,0.2,0.2,26,,75,0:00,Not Recorded,,,23.88888889,2008 +B,,9/9/2008,1,,,0.2,0.2,28,,74,0:00,Not Recorded,,,23.33333333,2008 +B,,9/23/2008,2,3.9,7,0.1,0.2,20,,68,0:00,Not Recorded,,,20,2008 +B,,10/9/2008,0,,6.5,0.2,0.3,21,,70,0:00,Not Recorded,,,21.11111111,2008 +B,,10/28/2008,1,,7.5,0.3,0.3,11,,45,0:00,Not Recorded,,,7.222222222,2008 +B,,11/6/2008,3,7,7.5,0.3,0.3,15,,60,0:00,Not Recorded,,,15.55555556,2008 +B,,11/18/2008,1,,7,0.4,0.5,7,,42,0:00,Not Recorded,,,5.555555556,2008 +B,,12/4/2008,0,,,0.4,0.4,8,,47,0:00,Not Recorded,,,8.333333333,2008 +B,,12/16/2008,1,,7,0.6,0.6,11,,49,0:00,Not Recorded,,,9.444444444,2008 +C,,1/3/2008,0,,7,0.65,0.7,0,,29,0:00,Not Recorded,,,-1.666666667,2008 +C,,1/17/2008,1,,7,0.6,0.6,5,,42,0:00,Not Recorded,,,5.555555556,2008 +C,,2/7/2008,0,4.3,7,0.7,0.7,16,,61,0:00,Not Recorded,,,16.11111111,2008 +C,,2/19/2008,0,,7,0.7,0.7,12,,48,0:00,Not Recorded,,,8.888888889,2008 +C,,3/7/2008,0,5.2,7,0.6,0.6,4,,45,0:00,Not Recorded,,,7.222222222,2008 +C,,3/21/2008,0,,8,0.5,0.5,14,,49,0:00,Not Recorded,,,9.444444444,2008 +C,,4/3/2008,0,6.5,7,0.3,0.5,13,,48,0:00,Not Recorded,,,8.888888889,2008 +C,,5/8/2008,0,2.3,7,0.4,0.6,20,,70,0:00,Not Recorded,,,21.11111111,2008 +C,,5/22/2008,0,,7,0.45,0.6,22,,68,0:00,Not Recorded,,,20,2008 +C,,6/5/2008,0,5.4,8,0.25,0.4,29,,78,0:00,Not Recorded,,,25.55555556,2008 +C,,6/19/2008,2,,8.5,0.25,0.5,27,,,N/A,Not Recorded,,,-17.77777778,2008 +C,,7/3/2008,1,5.1,7,0.4,0.4,29,,87,0:00,Not Recorded,,,30.55555556,2008 +C,,7/21/2008,1,,8,0.3,0.4,31,,85,0:00,Not Recorded,,,29.44444444,2008 +C,,8/7/2008,2,,7,0.35,0.35,28,,80,0:00,Not Recorded,,,26.66666667,2008 +C,,8/21/2008,,5.5,8,0.2,0.2,5.5,,75,0:00,Not Recorded,,,23.88888889,2008 +C,,9/9/2008,1,3.1,7.5,0.2,0.2,28,,74,0:00,Not Recorded,,,23.33333333,2008 +C,,9/23/2008,1,,8,0.1,0.1,21,,68,0:00,Not Recorded,,,20,2008 +C,,10/9/2008,0,3.9,8,0.2,0.2,21,,70,0:00,Not Recorded,,,21.11111111,2008 +C,,10/28/2008,1,6.3,8,0.4,0.5,10,,45,0:00,Not Recorded,,,7.222222222,2008 +C,,11/6/2008,2,,7.5,0.3,0.3,15,,60,0:00,Not Recorded,,,15.55555556,2008 +C,,11/18/2008,1,6.3,7,0.5,0.5,8,,41,0:00,Not Recorded,,,5,2008 +C,,12/4/2008,0,7.1,6,0.9,1.5,8,,47,0:00,Not Recorded,,,8.333333333,2008 +C,,12/16/2008,1,6.4,7.5,0.3,0.5,10,,49,0:00,Not Recorded,,,9.444444444,2008 +D,,1/3/2008,0,,6.5,0.8,0.9,3,,29,0:00,Not Recorded,,,-1.666666667,2008 +D,,1/17/2008,1,5.1,6.5,0.9,1.3,6,,42,0:00,Not Recorded,,,5.555555556,2008 +D,,2/7/2008,0,6.5,6.5,1.9,1.9,15,,62,0:00,Not Recorded,,,16.66666667,2008 +D,,2/19/2008,0,,6.5,1.2,1.3,12,,48,0:00,Not Recorded,,,8.888888889,2008 +D,,3/7/2008,0,8.1,6.5,1.2,2,4,,45,0:00,Not Recorded,,,7.222222222,2008 +D,,3/21/2008,0,,6.5,0.9,1.5,13,,49,0:00,Not Recorded,,,9.444444444,2008 +D,,4/3/2008,0,7,6.5,0.7,1.3,12,,47,0:00,Not Recorded,,,8.333333333,2008 +D,,4/17/2008,0,,6.5,0.95,1.2,25,,60,0:00,Not Recorded,,,15.55555556,2008 +D,,5/8/2008,0,2.2,6,0.3,1.5,20,,70,0:00,Not Recorded,,,21.11111111,2008 +D,,5/22/2008,0,,6.5,0.6,1.5,22,,68,0:00,Not Recorded,,,20,2008 +D,,6/5/2008,0,5,7,0.7,1.3,28,,83,0:00,Not Recorded,,,28.33333333,2008 +D,,6/19/2008,1,,6.5,0.5,1.3,25,,,N/A,Not Recorded,,,-17.77777778,2008 +D,,7/3/2008,1,4.6,7,0.6,1.2,27,,83,0:00,Not Recorded,,,28.33333333,2008 +D,,7/21/2008,1,,7.5,0.9,1.2,32,,85,0:00,Not Recorded,,,29.44444444,2008 +D,,8/7/2008,0,5,6.5,0.7,1.2,28,,79,0:00,Not Recorded,,,26.11111111,2008 +D,,8/21/2008,,5.1,6.5,0.6,1.3,26,,75,0:00,Not Recorded,,,23.88888889,2008 +D,,9/9/2008,1,6,6.5,0.7,1.2,27,,73,0:00,Not Recorded,,,22.77777778,2008 +D,,9/23/2008,0,,7,0.1,0.15,20,,68,0:00,Not Recorded,,,20,2008 +D,,10/9/2008,0,6,6.5,1,1.4,21,,69,0:00,Not Recorded,,,20.55555556,2008 +D,,10/28/2008,1,8.1,6.5,1.2,1.4,12,,45,0:00,Not Recorded,,,7.222222222,2008 +D,,11/6/2008,2,,6.5,1,1.2,15,,60,0:00,Not Recorded,,,15.55555556,2008 +D,,11/18/2008,1,6,6.5,0.7,1.4,10,,41,0:00,Not Recorded,,,5,2008 +D,,12/4/2008,0,,6.5,0.35,0.35,7,,47,0:00,Not Recorded,,,8.333333333,2008 +D,,12/16/2008,1,6.4,6.5,0.7,1.5,11,,49,0:00,Not Recorded,,,9.444444444,2008 +Bay,,1/3/2008,0,,7,0.2,0.4,1,,29,,S. Poe,,,-1.666666667,2008 +Bay,,1/17/2008,1,7.1,7,0.3,0.3,6,,42,0:00,S. Poe,,,5.555555556,2008 +Bay,,2/7/2008,0,3,7,0.2,0.8,15,,61,0:00,S. Poe,,,16.11111111,2008 +Bay,,2/19/2008,0,5.3,7,0.3,0.7,11,,45,0:00,S. Poe,,,7.222222222,2008 +Bay,,3/7/2008,0,4,7,0.3,0.7,5,,45,0:00,S. Poe,,,7.222222222,2008 +Bay,,3/21/2008,0,7.5,7,0.2,0.7,12,,48,0:00,S. Poe,,,8.888888889,2008 +Bay,,4/3/2008,1,7.9,7,0.3,0.4,12,,47,0:00,S. Poe,,,8.333333333,2008 +Bay,,4/17/2008,0,6.4,7,0.25,0.25,12,,59,0:00,S. Poe,,,15,2008 +Bay,,5/8/2008,0,5.3,7,0.3,1,20,,70,0:00,S. Poe,,,21.11111111,2008 +Bay,,5/22/2008,0,,7,0.6,0.85,19,,67,0:00,S. Poe,,,19.44444444,2008 +Bay,,6/5/2008,0,4.9,7.2,0.6,0.88,26,,83,0:00,S. Poe,,,28.33333333,2008 +Bay,,6/19/2008,4,6.2,7,0.5,0.6,24.5,,75,0:00,S. Poe,,,23.88888889,2008 +Bay,,7/3/2008,1,7.3,8,0.4,0.4,26,,81,0:00,S. Poe,,,27.22222222,2008 +Bay,,7/21/2008,2,5.6,8.5,0.6,0.7,28,,83,0:00,S. Poe,,,28.33333333,2008 +Bay,,8/7/2008,3,6.6,8,0.7,0.7,26,,78,0:00,S. Poe,,,25.55555556,2008 +Bay,,8/21/2008,,5.9,8,0.6,0.6,23,,75,0:00,S. Poe,,,23.88888889,2008 +Bay,,9/9/2008,2,4.5,6,0.7,0.825,25,,73,0:00,S. Poe,,,22.77777778,2008 +Bay,,9/23/2008,3,3.7,8,1,1,20,,68,0:00,S. Poe,,,20,2008 +Bay,,10/9/2008,0,5.3,7,0.5,0.6,20,,68,0:00,S. Poe,,,20,2008 +Bay,,10/28/2008,3,7,7.5,0.7,0.9,11,,45,0:00,S. Poe,,,7.222222222,2008 +Bay,,11/6/2008,3,5.9,7,0.2,0.3,20,,59,0:00,S. Poe,,,15,2008 +Bay,,11/18/2008,1,9.3,7,0.7,0.7,9,,41,0:00,S. Poe,,,5,2008 +Bay,,12/4/2008,1,6.6,7,0.7,0.7,7,,47,0:00,S. Poe,,,8.333333333,2008 +Bay,,12/16/2008,1,5.6,6.5,0.6,0.85,12,,49,0:00,S. Poe,,,9.444444444,2008 +A,,1/8/2009,,,6.5,0.7,0.7,0.9,,43.7,16:48,Not Recorded,,,6.5,2009 +A,,1/27/2009,0,6.9,6.5,0.5,0.8,4,,38,0:00,Not Recorded,,,3.333333333,2009 +A,,2/5/2009,0,,6.5,0.4,0.4,2,,26,0:00,Not Recorded,,,-3.333333333,2009 +A,,2/19/2009,0,5.2,6.5,0.8,0.9,10,,55,0:00,Not Recorded,,,12.77777778,2009 +A,,3/5/2009,,,6.5,0.75,0.75,8,,40,0:00,Not Recorded,,,4.444444444,2009 +A,,3/17/2009,,7.1,6.5,0.6,8.5,9,,46,0:00,Not Recorded,,,7.777777778,2009 +A,,4/5/2009,0,,7,0.5,0.8,15,,48,0:00,Not Recorded,,,8.888888889,2009 +A,,4/21/2009,0,3.7,6.5,0.4,0.6,19,,61,0:00,Not Recorded,,,16.11111111,2009 +A,,5/7/2009,0,,6.5,0.4,0.6,22,,69,0:00,Not Recorded,,,20.55555556,2009 +A,,5/21/2009,0,4.1,7,0.5,0.7,21,,61,0:00,Not Recorded,,,16.11111111,2009 +A,,6/2/2009,0,,7,0.5,0.5,27,,76,0:00,Not Recorded,,,24.44444444,2009 +A,,6/23/2009,0,4.2,7,0.5,0.5,16,,73,0:00,Not Recorded,,,22.77777778,2009 +A,,7/7/2009,0,,6.5,0.6,0.6,28,,76,0:00,Not Recorded,,,24.44444444,2009 +A,,7/21/2009,0,3.2,6.5,0.45,0.45,27,,72,0:00,Not Recorded,,,22.22222222,2009 +A,,8/4/2009,0,,6.5,0.5,0.5,30,,82,0:00,Not Recorded,,,27.77777778,2009 +A,,8/20/2009,0,3.5,6.5,0.5,0.5,29,,80,0:00,Not Recorded,,,26.66666667,2009 +A,,9/1/2009,0,,6.5,0.3,0.6,23,,70,0:00,Not Recorded,,,21.11111111,2009 +A,,9/17/2009,0,1.9,6.5,0.3,0.6,24,,70,0:00,Not Recorded,,,21.11111111,2009 +A,,10/1/2009,0,,6.5,0.5,0.7,20,,69,0:00,Not Recorded,,,20.55555556,2009 +A,,10/20/2009,0,6.3,6.5,0.5,0.5,14,,42,0:00,Not Recorded,,,5.555555556,2009 +A,,11/5/2009,0,5.9,,0.5,0.5,16,,60,0:00,Not Recorded,,,15.55555556,2009 +A,,11/20/2009,0,,6.5,0.5,0.8,15,,58,0:00,Not Recorded,,,14.44444444,2009 +A,,12/1/2009,0,6.4,6.5,0.7,0.7,12,,46,0:00,Not Recorded,,,7.777777778,2009 +A,,12/15/2009,1,,6.5,0.5,0.8,11,,51,0:00,Not Recorded,,,10.55555556,2009 +B,,1/8/2009,,,6.5,0.5,0.5,8,,43,0:00,Not Recorded,,,6.111111111,2009 +B,,1/27/2009,0,8,7,0.3,0.3,4,,38,0:00,Not Recorded,,,3.333333333,2009 +B,,2/5/2009,0,,7,0.4,0.4,1,,26,0:00,Not Recorded,,,-3.333333333,2009 +B,,2/19/2009,0,8,7,0.25,0.25,10,,55,0:00,Not Recorded,,,12.77777778,2009 +B,,3/5/2009,0,,7,0.2,0.2,8,,40,0:00,Not Recorded,,,4.444444444,2009 +B,,3/17/2009,,8.6,7,0.45,0.45,9,,44,0:00,Not Recorded,,,6.666666667,2009 +B,,4/5/2009,0,,7.5,0.2,0.2,13,,48,0:00,Not Recorded,,,8.888888889,2009 +B,,4/21/2009,0,5.3,8,0.4,0.6,21,,62,0:00,Not Recorded,,,16.66666667,2009 +B,,5/7/2009,0,,7,0.1,0.3,22,,69,0:00,Not Recorded,,,20.55555556,2009 +B,,5/21/2009,0,4.8,9,0.1,0.3,20,,61,0:00,Not Recorded,,,16.11111111,2009 +B,,6/2/2009,0,,7,0.9,0.9,28,,76,0:00,Not Recorded,,,24.44444444,2009 +B,,6/23/2009,0,0.8,8.5,0.2,0.2,27,,73,0:00,Not Recorded,,,22.77777778,2009 +B,,7/7/2009,0,,7,0.2,0.2,27,,76,0:00,Not Recorded,,,24.44444444,2009 +B,,7/21/2009,0,1.8,7,0.5,0.5,25,,72,0:00,Not Recorded,,,22.22222222,2009 +B,,8/4/2009,0,,7.5,0.28,0.28,30,,82,0:00,Not Recorded,,,27.77777778,2009 +B,,8/20/2009,0,4.3,7.5,0.4,0.4,29,,81,0:00,Not Recorded,,,27.22222222,2009 +B,,9/1/2009,0,,7.5,0.5,0.6,21,,70,0:00,Not Recorded,,,21.11111111,2009 +B,,9/17/2009,0,1.1,6.5,0.1,0.6,24,,78,0:00,Not Recorded,,,25.55555556,2009 +B,,10/1/2009,0,,6.5,0.5,0.5,20,,69,0:00,Not Recorded,,,20.55555556,2009 +B,,10/20/2009,0,6.8,7,0.5,0.5,13,,58,0:00,Not Recorded,,,14.44444444,2009 +B,,11/5/2009,0,,7,0.6,0.6,17,,60,0:00,Not Recorded,,,15.55555556,2009 +B,,11/20/2009,0,,6.5,0.48,0.48,16,,58,0:00,Not Recorded,,,14.44444444,2009 +B,,12/1/2009,0,5.3,7,0.58,0.58,10,,47,0:00,Not Recorded,,,8.333333333,2009 +B,,12/15/2009,1,,6.5,0.4,0.4,10,,51,0:00,Not Recorded,,,10.55555556,2009 +C,,1/8/2009,,5.9,6.5,0.5,0.5,8.5,,46,0:00,Not Recorded,,,7.777777778,2009 +C,,1/27/2009,0,,7,0.5,0.5,4,,38,0:00,Not Recorded,,,3.333333333,2009 +C,,2/5/2009,0,8.4,7,0.5,0.5,1,,26,0:00,Not Recorded,,,-3.333333333,2009 +C,,2/19/2009,0,,7,0.5,0.5,11,,55,0:00,Not Recorded,,,12.77777778,2009 +C,,3/5/2009,0,7.5,6.5,0.5,0.5,8,,40,0:00,Not Recorded,,,4.444444444,2009 +C,,3/17/2009,,,7,0.6,0.6,9,,44,0:00,Not Recorded,,,6.666666667,2009 +C,,4/5/2009,0,5.3,6.5,0.5,0.5,12,,48,0:00,Not Recorded,,,8.888888889,2009 +C,,4/21/2009,0,,8.5,0.35,0.35,20,,63,0:00,Not Recorded,,,17.22222222,2009 +C,,5/7/2009,0,6,,0.4,0.4,22,,70,N/A,Not Recorded,,,21.11111111,2009 +C,,5/21/2009,0,,8,0.4,0.4,20,,62,0:00,Not Recorded,,,16.66666667,2009 +C,,6/2/2009,,3.9,9,0.4,0.4,28,,75,0:00,Not Recorded,,,23.88888889,2009 +C,,6/23/2009,0,,9,0.4,0.8,30,,74,0:00,Not Recorded,,,23.33333333,2009 +C,,7/7/2009,0,4.2,6.5,0.35,0.35,26,,75,0:00,Not Recorded,,,23.88888889,2009 +C,,7/21/2009,0,,7,0.5,0.5,26,,73,0:00,Not Recorded,,,22.77777778,2009 +C,,8/4/2009,0,2.5,,0.4,0.4,28,,80,0:00,Not Recorded,,,26.66666667,2009 +C,,8/20/2009,0,,7.5,,,29,,81,0:00,Not Recorded,,,27.22222222,2009 +C,,9/1/2009,0,4.6,7.5,0.6,0.6,22,,70,0:00,Not Recorded,,,21.11111111,2009 +C,,10/1/2009,0,4.2,7,0.3,0.3,21,,69,0:00,Not Recorded,,,20.55555556,2009 +C,,10/20/2009,0,,7,0.25,0.25,14.5,,58,0:00,Not Recorded,,,14.44444444,2009 +C,,11/5/2009,0,,7.5,0.5,0.5,17,,60,0:00,Not Recorded,,,15.55555556,2009 +C,,11/20/2009,0,5.3,6.5,0.5,0.5,16,,58,0:00,Not Recorded,,,14.44444444,2009 +C,,12/1/2009,0,,6.5,0.5,0.5,12,,48,0:00,Not Recorded,,,8.888888889,2009 +C,,12/15/2009,2,6.3,6.5,0.67,0.67,11,,51,0:00,Not Recorded,,,10.55555556,2009 +D,,1/8/2009,,6.1,6.5,0.3,1.6,9,,46,0:00,Not Recorded,,,7.777777778,2009 +D,,1/27/2009,0,,6.5,0.6,1.5,4,,38,0:00,Not Recorded,,,3.333333333,2009 +D,,2/5/2009,0,9.7,6.5,0.7,1.4,2,,26,0:00,Not Recorded,,,-3.333333333,2009 +D,,2/19/2009,0,,6.5,1.9,2.5,9,,56,0:00,Not Recorded,,,13.33333333,2009 +D,,3/5/2009,0,8,7,0.9,1.6,,,40,0:00,Not Recorded,,,4.444444444,2009 +D,,3/17/2009,,,6.5,0.7,1.6,9,,44,0:00,Not Recorded,,,6.666666667,2009 +D,,4/5/2009,0,6.7,6.5,0.5,1.5,14,,48,0:00,Not Recorded,,,8.888888889,2009 +D,,4/21/2009,0,,6.5,0.7,1.6,18,,63,0:00,Not Recorded,,,17.22222222,2009 +D,,5/7/2009,0,5,7,0.6,1.7,23,,70,0:00,Not Recorded,,,21.11111111,2009 +D,,5/21/2009,0,,6.5,0.5,1.6,22,,62,0:00,Not Recorded,,,16.66666667,2009 +D,,6/2/2009,0,4,6.5,0.7,1.5,26,,73,N/A,Not Recorded,,,22.77777778,2009 +D,,6/23/2009,0,,6.5,0.7,1.6,27,,74,0:00,Not Recorded,,,23.33333333,2009 +D,,7/7/2009,0,4,6.5,1.6,1.7,26,,75,0:00,Not Recorded,,,23.88888889,2009 +D,,7/21/2009,0,,6.5,0.7,1.3,26,,73,0:00,Not Recorded,,,22.77777778,2009 +D,,8/4/2009,0,4.8,6.5,0.7,1.4,,,80,0:00,Not Recorded,,,26.66666667,2009 +D,,8/20/2009,0,,7.5,0.8,1.4,30,,81,0:00,Not Recorded,,,27.22222222,2009 +D,,9/1/2009,1,7.7,6,0.5,1.5,21,,70,0:00,Not Recorded,,,21.11111111,2009 +D,,9/17/2009,0,,6.5,0.5,2.6,23,,70,0:00,Not Recorded,,,21.11111111,2009 +D,,10/1/2009,0,3.8,6,1.6,1.7,20,,69,0:00,Not Recorded,,,20.55555556,2009 +D,,10/20/2009,0,,6.5,1.4,1.5,14,,58,0:00,Not Recorded,,,14.44444444,2009 +D,,11/5/2009,0,,6.5,0.1,1.5,16,,60,0:00,Not Recorded,,,15.55555556,2009 +D,,11/20/2009,0,6,6,0.8,1.6,15,,58,0:00,Not Recorded,,,14.44444444,2009 +D,,12/1/2009,0,,6,1.2,1.6,12,,48,0:00,Not Recorded,,,8.888888889,2009 +D,,12/15/2009,2,7.2,5.5,1.3,1.65,10,,51,0:00,Not Recorded,,,10.55555556,2009 +Bay,,1/8/2009,,6.1,7,0.15,0.7,8.5,,46,N/A,S. Poe,,,7.777777778,2009 +Bay,,1/27/2009,0,6.4,7,0.03,0.03,5,,38,0:00,S. Poe,,,3.333333333,2009 +Bay,,2/5/2009,1,9.1,7,0.3,0.3,2,,26,0:00,S. Poe,,,-3.333333333,2009 +Bay,,2/19/2009,1,9,7,3.5,3.5,12,,55,0:00,S. Poe,,,12.77777778,2009 +Bay,,3/5/2009,1,9,7,0.3,0.3,12,,40,0:00,S. Poe,,,4.444444444,2009 +Bay,,3/17/2009,,6.6,7,0.3,0.3,9,,46,0:00,S. Poe,,,7.777777778,2009 +Bay,,4/5/2009,0,7.5,7,0.3,0.8,15,,48,0:00,S. Poe,,,8.888888889,2009 +Bay,,4/21/2009,0,6.3,7,0.5,0.8,,,61,0:00,S. Poe,,,16.11111111,2009 +Bay,,5/7/2009,0,6.9,7,0.5,1.1,21,,69,0:00,S. Poe,,,20.55555556,2009 +Bay,,5/21/2009,0,8.1,8.5,0.03,0.03,19,,60,0:00,S. Poe,,,15.55555556,2009 +Bay,,6/2/2009,0,5.8,8.5,0.5,0.5,24,,73,0:00,S. Poe,,,22.77777778,2009 +Bay,,6/23/2009,0,6.6,9,0.7,0.7,24,,73,0:00,S. Poe,,,22.77777778,2009 +Bay,,7/7/2009,2,5.3,9,0.8,0.8,25,,75,0:00,S. Poe,,,23.88888889,2009 +Bay,,7/21/2009,1,3.1,8.5,0.65,0.65,25,,72,0:00,S. Poe,,,22.22222222,2009 +Bay,,8/4/2009,0,3.3,8.5,0.8,0.8,28,,80,0:00,S. Poe,,,26.66666667,2009 +Bay,,8/20/2009,0,3,7.5,0.8,0.8,27,,80,0:00,S. Poe,,,26.66666667,2009 +Bay,,9/1/2009,2,2.7,7,0.6,0.6,22,,70,0:00,S. Poe,,,21.11111111,2009 +Bay,,9/17/2009,2,4.1,7,0.8,0.8,24,,70,0:00,S. Poe,,,21.11111111,2009 +Bay,,10/1/2009,1,6.9,7,0.8,0.8,20,,69,0:00,S. Poe,,,20.55555556,2009 +Bay,,10/20/2009,0,2.3,7,0.4,0.4,12,,56,0:00,S. Poe,,,13.33333333,2009 +Bay,,11/5/2009,0,7.6,6.5,0.8,0.8,16,,60,0:00,S. Poe,,,15.55555556,2009 +Bay,,11/20/2009,2,7.2,7,0.7,0.9,16,,58,0:00,S. Poe,,,14.44444444,2009 +Bay,,12/1/2009,0,7.8,6.5,0.82,0.88,10,,46,0:00,S. Poe,,,7.777777778,2009 +Bay,,12/15/2009,,2,6.3,0.7,0.8,11,,51,0:00,S. Poe,,,10.55555556,2009 +A,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +A,,2/5/2010,,,6.5,0.7,0.9,5,,37,0:00,Not Recorded,,,2.777777778,2010 +A,,2/18/2010,,,6,0.9,1.1,5,,39,0:00,Not Recorded,,,3.888888889,2010 +A,,3/5/2010,0,,6.5,,,6,,40,0:00,Not Recorded,,,4.444444444,2010 +A,,3/16/2010,0,5.7,6,0.5,0.7,12,,44,0:00,Not Recorded,,,6.666666667,2010 +A,,4/6/2010,0,,6.5,0.7,0.8,21,,73,0:00,Not Recorded,,,22.77777778,2010 +A,,4/23/2010,0,4,6.5,0.5,0.6,18,,59,0:00,Not Recorded,,,15,2010 +A,,5/6/2010,0,,6.5,0.6,0.6,25,,76,0:00,Not Recorded,,,24.44444444,2010 +A,,5/19/2010,0,4.6,6.5,0.6,0.7,20,,59,0:00,Not Recorded,,,15,2010 +A,,6/1/2010,0,,6.5,0.5,0.5,26,,77,0:00,Not Recorded,,,25,2010 +A,,6/15/2010,0,4.5,6.5,0.5,0.5,29,,81,0:00,Not Recorded,,,27.22222222,2010 +A,,7/8/2010,0,,6.5,0.6,0.6,31,,82,0:00,Not Recorded,,,27.77777778,2010 +A,,7/20/2010,0,4.1,6.5,0.5,0.9,28,,84,0:00,Not Recorded,,,28.88888889,2010 +A,,8/3/2010,0,,7,0.1,0.4,29,,83,0:00,Not Recorded,,,28.33333333,2010 +A,,8/17/2010,0,4.2,6.5,0.8,0.9,28,,86,0:00,Not Recorded,,,30,2010 +A,,9/2/2010,0,,6.5,0.8,0.8,28,,77,0:00,Not Recorded,,,25,2010 +A,,9/22/2010,0,4,7.5,0.5,0.8,26,,75,0:00,Not Recorded,,,23.88888889,2010 +A,,10/14/2010,0,,6.5,0.2,0.9,20,,67,0:00,Not Recorded,,,19.44444444,2010 +A,,11/2/2010,0,,6.5,0.8,0.9,14,,55,0:00,Not Recorded,,,12.77777778,2010 +A,,11/16/2010,0,8.2,6.5,0.9,0.9,14,,60,0:00,Not Recorded,,,15.55555556,2010 +A,,12/7/2010,0,,7,4.5,4.5,3,,30,0:00,Not Recorded,,,-1.111111111,2010 +A,,12/21/2010,,,,,,,,31,0:00,Not Recorded,,,-0.555555556,2010 +B,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +B,,2/5/2010,,,,,,,,,N/A,Not Recorded,,,-17.77777778,2010 +B,,2/18/2010,,,,0.6,0.6,5,,38,0:00,Not Recorded,,,3.333333333,2010 +B,,3/5/2010,0,,6.5,0.6,0.6,7,,40,0:00,Not Recorded,,,4.444444444,2010 +B,,3/16/2010,0,8.1,7,0.55,0.6,11,,44,0:00,Not Recorded,,,6.666666667,2010 +B,,4/6/2010,0,,6.5,0.2,0.5,21,,73,0:00,Not Recorded,,,22.77777778,2010 +B,,4/23/2010,0,4,6.5,0.4,0.4,16,,60,0:00,Not Recorded,,,15.55555556,2010 +B,,5/6/2010,0,,7,0.4,0.45,25,,76,0:00,Not Recorded,,,24.44444444,2010 +B,,5/19/2010,0,5.2,7.5,0.4,0.4,16,,59,0:00,Not Recorded,,,15,2010 +B,,6/1/2010,0,,7,0.3,0.3,25,,77,0:00,Not Recorded,,,25,2010 +B,,6/15/2010,0,4.2,7,0.2,0.2,28,,81,0:00,Not Recorded,,,27.22222222,2010 +B,,7/8/2010,0,,7,0.4,0.4,31,,82,0:00,Not Recorded,,,27.77777778,2010 +B,,7/20/2010,0,3.7,7,0.4,0.4,29,,84,0:00,Not Recorded,,,28.88888889,2010 +B,,8/3/2010,0,,6.5,0.9,0.9,28,,83,0:00,Not Recorded,,,28.33333333,2010 +B,,8/17/2010,0,3.4,7,0.5,0.5,,,87,0:00,Not Recorded,,,30.55555556,2010 +B,,9/2/2010,0,,8,0.4,0.4,27,,77,0:00,Not Recorded,,,25,2010 +B,,9/22/2010,0,3.2,9,0.2,0.35,26,,75,0:00,Not Recorded,,,23.88888889,2010 +B,,10/14/2010,0,,6.5,0.2,0.3,19,,67,0:00,Not Recorded,,,19.44444444,2010 +B,,11/2/2010,0,,7,0.3,0.3,13,,55,0:00,Not Recorded,,,12.77777778,2010 +B,,11/16/2010,0,4.3,8.5,0.2,0.2,16,,60,0:00,Not Recorded,,,15.55555556,2010 +B,,12/7/2010,0,,6.5,0.3,0.7,1,,30,0:00,Not Recorded,,,-1.111111111,2010 +B,,12/21/2010,0,4.3,7,0.4,0.4,3,,31,0:00,Not Recorded,,,-0.555555556,2010 +C,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +C,,2/5/2010,,,6.5,0.8,0.8,5,,37,0:00,Not Recorded,,,2.777777778,2010 +C,,2/18/2010,,,6.5,0.95,0.95,5,,38,0:00,Not Recorded,,,3.333333333,2010 +C,,3/5/2010,0,9.5,6.5,0.6,0.6,7,,40,0:00,Not Recorded,,,4.444444444,2010 +C,,3/16/2010,0,,6.5,0.6,0.6,9,,44,0:00,Not Recorded,,,6.666666667,2010 +C,,4/6/2010,0,5.1,6.5,0.5,0.5,22,,72,0:00,Not Recorded,,,22.22222222,2010 +C,,4/23/2010,0,,6.5,0.4,0.4,18,,60,0:00,Not Recorded,,,15.55555556,2010 +C,,5/6/2010,0,4.9,6.5,0.3,0.3,24,,76,0:00,Not Recorded,,,24.44444444,2010 +C,,5/19/2010,0,,6.5,0.7,0.7,19,,60,0:00,Not Recorded,,,15.55555556,2010 +C,,6/1/2010,0,5.1,7,0.3,0.3,25,,77,0:00,Not Recorded,,,25,2010 +C,,6/15/2010,0,,7,0.3,0.3,29,,80,0:00,Not Recorded,,,26.66666667,2010 +C,,7/8/2010,0,5.2,7.5,0.4,0.4,30,,82,0:00,Not Recorded,,,27.77777778,2010 +C,,7/20/2010,0,,7,0.4,0.4,31,,85,0:00,Not Recorded,,,29.44444444,2010 +C,,8/3/2010,0,4.5,6.5,0.4,0.4,28,,83,0:00,Not Recorded,,,28.33333333,2010 +C,,8/17/2010,0,,7,0.2,0.4,29,,87,0:00,Not Recorded,,,30.55555556,2010 +C,,9/2/2010,0,2.3,7,0.6,0.6,27,,76,0:00,Not Recorded,,,24.44444444,2010 +C,,9/22/2010,0,,8,0.3,0.3,26,,75,0:00,Not Recorded,,,23.88888889,2010 +C,,11/2/2010,0,7.3,7.5,0.5,0.5,13,,55,0:00,Not Recorded,,,12.77777778,2010 +C,,11/16/2010,0,,8.5,0.5,0.5,15,,61,0:00,Not Recorded,,,16.11111111,2010 +C,,12/7/2010,0,8.8,7,0.5,0.5,2,,30,0:00,Not Recorded,,,-1.111111111,2010 +C,,12/21/2010,,,,,,,,31,0:00,Not Recorded,,,-0.555555556,2010 +D,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +D,,2/5/2010,,9.5,6.5,0.6,1.2,5,,39,0:00,Not Recorded,,,3.888888889,2010 +D,,2/18/2010,,,6,1.4,1.6,5,,38,0:00,Not Recorded,,,3.333333333,2010 +D,,3/5/2010,0,8.7,6.5,1.2,1.5,6,,40,0:00,Not Recorded,,,4.444444444,2010 +D,,3/16/2010,,,,,,,,,N/A,Not Recorded,,,-17.77777778,2010 +D,,4/6/2010,0,6.3,6,0.7,1.7,22,,72,0:00,Not Recorded,,,22.22222222,2010 +D,,4/23/2010,0,,6.5,0.8,1.7,17,,60,0:00,Not Recorded,,,15.55555556,2010 +D,,5/6/2010,0,5,6.5,0.8,1.5,25,,76,0:00,Not Recorded,,,24.44444444,2010 +D,,5/19/2010,0,,6.5,0.8,1.6,19,,60,0:00,Not Recorded,,,15.55555556,2010 +D,,6/1/2010,0,5.2,6,0.7,1.5,25,,77,0:00,Not Recorded,,,25,2010 +D,,6/15/2010,0,,6.5,0.6,1.4,28,,80,0:00,Not Recorded,,,26.66666667,2010 +D,,7/8/2010,0,5.2,6.5,0.7,1.2,31,,81,0:00,Not Recorded,,,27.22222222,2010 +D,,7/20/2010,0,,8,0.6,1.3,31,,85,0:00,Not Recorded,,,29.44444444,2010 +D,,8/3/2010,0,6,6.5,0.8,1.2,28,,82,0:00,Not Recorded,,,27.77777778,2010 +D,,8/17/2010,0,,7.5,0.9,1.2,31,,87,0:00,Not Recorded,,,30.55555556,2010 +D,,9/2/2010,0,2.7,6.5,0.85,1.2,26,,76,0:00,Not Recorded,,,24.44444444,2010 +D,,9/22/2010,0,,6.5,1,1.2,25,,76,0:00,Not Recorded,,,24.44444444,2010 +D,,10/14/2010,0,5.9,6.5,0.8,1.3,19,,68,0:00,Not Recorded,,,20,2010 +D,,11/2/2010,0,7.2,6.5,1,1.4,13,,55,0:00,Not Recorded,,,12.77777778,2010 +D,,11/16/2010,0,,6,1.2,1.3,,,61,0:00,Not Recorded,,,16.11111111,2010 +D,,12/7/2010,0,10.3,6,1.1,1.1,2,,30,0:00,Not Recorded,,,-1.111111111,2010 +D,,12/21/2010,0,,6.5,1.3,1.3,3,,31,0:00,Not Recorded,,,-0.555555556,2010 +Bay,,1/7/2010,0,7,6.5,,,4,,30,0:00,S. Poe,,,-1.111111111,2010 +Bay,,2/5/2010,,7,6.5,0.4,0.4,5,,39,0:00,S. Poe,,,3.888888889,2010 +Bay,,2/18/2010,,,6.5,0.2,0.65,4,,38,0:00,S. Poe,,,3.333333333,2010 +Bay,,3/5/2010,0,7.7,6.5,0.2,0.4,10,,40,0:00,S. Poe,,,4.444444444,2010 +Bay,,3/16/2010,0,7.9,6.5,0.3,0.8,10,,44,0:00,S. Poe,,,6.666666667,2010 +Bay,,4/6/2010,1,5.9,6.5,0.8,1,20,,72,0:00,S. Poe,,,22.22222222,2010 +Bay,,4/23/2010,1,6.7,6.5,0.6,0.6,16,,58,0:00,S. Poe,,,14.44444444,2010 +Bay,,5/6/2010,0,6.5,7,0.75,0.9,23,,76,0:00,S. Poe,,,24.44444444,2010 +Bay,,5/19/2010,0,7,6.5,0.5,0.6,17,,59,0:00,S. Poe,,,15,2010 +Bay,,6/1/2010,0,6.8,7,0.7,0.9,25,,77,0:00,S. Poe,,,25,2010 +Bay,,6/15/2010,0,5.4,7,0.5,0.5,28,,80,0:00,S. Poe,,,26.66666667,2010 +Bay,,7/8/2010,0,3.6,8.5,0.4,0.45,29,,81,0:00,S. Poe,,,27.22222222,2010 +Bay,,7/20/2010,0,3.9,7,0.7,1,27,,82,0:00,S. Poe,,,27.77777778,2010 +Bay,,8/3/2010,0,5.1,7,0.5,0.5,26,,82,0:00,S. Poe,,,27.77777778,2010 +Bay,,8/17/2010,0,3.1,8,0.5,0.9,27,,86,0:00,S. Poe,,,30,2010 +Bay,,9/2/2010,0,3.3,7,0.5,0.7,26,,76,0:00,S. Poe,,,24.44444444,2010 +Bay,,9/22/2010,0,5,8.5,0.6,0.8,26,,74,0:00,S. Poe,,,23.33333333,2010 +Bay,,10/14/2010,0,3.9,7.5,0.5,0.8,19,,,0:00,S. Poe,,,-17.77777778,2010 +Bay,,11/2/2010,0,5,7.5,0.4,0.4,12,,55,0:00,S. Poe,,,12.77777778,2010 +Bay,,11/16/2010,0,6.7,8,0.5,0.8,15,,60,0:00,S. Poe,,,15.55555556,2010 +Bay,,12/7/2010,0,5.7,7,0.3,0.5,4,,30,0:00,S. Poe,,,-1.111111111,2010 +Bay,,12/21/2010,0,6.7,7,0.1,0.3,,,31,0:00,S. Poe,,,-0.555555556,2010 +A,,1/4/2011,0,5.9,6.5,0.8,0.8,,,32,0:00,Not Recorded,,,0,2011 +A,,1/18/2011,0,,6.5,0.5,0.65,6,,40,0:00,Not Recorded,,,4.444444444,2011 +A,,2/8/2011,0,3.9,6.5,,,7,,46,0:00,Not Recorded,,,7.777777778,2011 +A,,3/3/2011,0,,7,,,8.5,,30,0:00,Not Recorded,,,-1.111111111,2011 +A,,3/24/2011,0,3,6.5,0.4,1,14,,48,0:00,Not Recorded,,,8.888888889,2011 +A,,4/14/2011,0,,6,0.2,0.6,18,,58,0:00,Not Recorded,,,14.44444444,2011 +A,,4/28/2011,0,4,6.5,0.3,0.3,24,,76,0:00,Not Recorded,,,24.44444444,2011 +A,,5/12/2011,0,,7.5,,,24,,66,0:00,Not Recorded,,,18.88888889,2011 +A,,5/26/2011,0,2.4,7.5,0.7,0.8,28,,79,0:00,Not Recorded,,,26.11111111,2011 +A,,6/9/2011,0,,7.5,0.6,0.9,29,,85,0:00,Not Recorded,,,29.44444444,2011 +A,,6/23/2011,0,5.7,7.5,0.5,0.8,27,,87,0:00,Not Recorded,,,30.55555556,2011 +A,,7/14/2011,0,,7,0.7,0.7,27,,76,0:00,Not Recorded,,,24.44444444,2011 +A,,7/28/2011,0,3.2,7.5,0.8,0.8,31,,87,0:00,Not Recorded,,,30.55555556,2011 +A,,8/11/2011,0,,7.5,0.6,0.6,29,,83,0:00,Not Recorded,,,28.33333333,2011 +A,,9/8/2011,0,5,6.5,0.5,0.8,27,,78,0:00,Not Recorded,,,25.55555556,2011 +A,,9/22/2011,0,,5,0.7,0.7,25,,78,0:00,Not Recorded,,,25.55555556,2011 +A,,10/13/2011,0,4,6.5,0.7,0.8,22,,75,0:00,Not Recorded,,,23.88888889,2011 +A,,10/27/2011,0,,7,0.8,0.9,17,,62,0:00,Not Recorded,,,16.66666667,2011 +A,,11/10/2011,0,8.6,,0.6,0.8,19,,60,0:00,Not Recorded,,,15.55555556,2011 +A,,11/22/2011,0,,7,0.5,0.9,19,,61,0:00,Not Recorded,,,16.11111111,2011 +A,,12/8/2011,0,8,7,0.8,0.9,12,,47,0:00,Not Recorded,,,8.333333333,2011 +A,,12/22/2011,0,,7,0.9,0.9,13,,60,0:00,Not Recorded,,,15.55555556,2011 +B,,1/4/2011,0,7.2,6.5,0.4,0.4,5,,32,0:00,Not Recorded,,,0,2011 +B,,1/18/2011,0,,7,0.5,0.5,5,,40,0:00,Not Recorded,,,4.444444444,2011 +B,,2/8/2011,0,3.6,7,,,9,,46,0:00,Not Recorded,,,7.777777778,2011 +B,,3/3/2011,0,,7,,,6,,40,0:00,Not Recorded,,,4.444444444,2011 +B,,3/24/2011,0,3.9,7,0.5,0.5,14,,48,0:00,Not Recorded,,,8.888888889,2011 +B,,4/14/2011,0,,7,2.5,3,19,,58,0:00,Not Recorded,,,14.44444444,2011 +B,,4/28/2011,0,,7,0.17,0.17,23,,76,0:00,Not Recorded,,,24.44444444,2011 +B,,5/12/2011,0,,8.5,,,23,,66,0:00,Not Recorded,,,18.88888889,2011 +B,,5/26/2011,0,1.5,,0.2,0.4,27,,79,0:00,Not Recorded,,,26.11111111,2011 +B,,6/9/2011,0,,8,0.3,0.3,30,,85,0:00,Not Recorded,,,29.44444444,2011 +B,,6/23/2011,0,5.8,8,0.3,0.3,27,,89,0:00,Not Recorded,,,31.66666667,2011 +B,,7/14/2011,0,,7,0.4,0.4,28,,76,0:00,Not Recorded,,,24.44444444,2011 +B,,7/28/2011,0,2.4,7,0.4,0.4,30,,85,0:00,Not Recorded,,,29.44444444,2011 +B,,8/11/2011,0,,7.5,0.3,0.3,30,,83,0:00,Not Recorded,,,28.33333333,2011 +B,,9/8/2011,0,3.1,6.5,0.1,0.2,27,,78,N/A,Not Recorded,,,25.55555556,2011 +B,,9/22/2011,0,,7,0.15,0.15,25,,78,0:00,Not Recorded,,,25.55555556,2011 +B,,10/13/2011,0,3,7,0.05,0.05,22,,75,0:00,Not Recorded,,,23.88888889,2011 +B,,10/27/2011,0,,7.5,0.4,0.4,16,,62,0:00,Not Recorded,,,16.66666667,2011 +B,,11/10/2011,0,7.9,7.5,0.2,0.2,19,,60,0:00,Not Recorded,,,15.55555556,2011 +B,,11/22/2011,0,,7.5,0.2,0.5,14,,61,0:00,Not Recorded,,,16.11111111,2011 +B,,12/8/2011,0,5,7,0.1,0.4,13,,47,0:00,Not Recorded,,,8.333333333,2011 +B,,12/22/2011,0,,7,0.3,0.3,14,,60,0:00,Not Recorded,,,15.55555556,2011 +C,,1/4/2011,0,,7,0.5,0.5,4,,32,0:00,Not Recorded,,,0,2011 +C,,1/18/2011,0,5.1,6.5,0.6,0.8,5,,40,0:00,Not Recorded,,,4.444444444,2011 +C,,2/8/2011,0,,7,,,10,,46,0:00,Not Recorded,,,7.777777778,2011 +C,,3/3/2011,0,3.9,7.5,,,7,,38,0:00,Not Recorded,,,3.333333333,2011 +C,,3/24/2011,0,,,,,,,48,0:00,Not Recorded,,,8.888888889,2011 +C,,4/14/2011,0,5.6,8,0.3,0.3,19,,58,0:00,Not Recorded,,,14.44444444,2011 +C,,4/28/2011,0,3.6,7,0.17,0.17,23,,76,0:00,Not Recorded,,,24.44444444,2011 +C,,5/12/2011,0,3.7,9,,,23,,66,0:00,Not Recorded,,,18.88888889,2011 +C,,5/26/2011,,,,,,,,80,N/A,Not Recorded,,,26.66666667,2011 +D,,1/4/2011,0,,6.5,1.3,1.3,4,,32,0:00,Not Recorded,,,0,2011 +D,,1/18/2011,0,10,6.5,1.4,1.4,6,,39,0:00,Not Recorded,,,3.888888889,2011 +D,,2/8/2011,0,,6.5,,,9,,46,0:00,Not Recorded,,,7.777777778,2011 +D,,3/3/2011,,5,6,,,8,,38,0:00,Not Recorded,,,3.333333333,2011 +D,,3/24/2011,0,,6.5,0.7,1.4,14,,48,0:00,Not Recorded,,,8.888888889,2011 +D,,4/14/2011,0,6.9,6.5,0.9,1.4,19,,58,0:00,Not Recorded,,,14.44444444,2011 +D,,4/28/2011,0,,6.5,0.7,1.3,23,,76,0:00,Not Recorded,,,24.44444444,2011 +D,,5/12/2011,0,3.7,6.5,,,19,,65,0:00,Not Recorded,,,18.33333333,2011 +D,,5/26/2011,0,,7.5,1.2,0.9,28,,80,0:00,Not Recorded,,,26.66666667,2011 +D,,6/9/2011,0,4.8,7,0.6,1.2,29,,85,0:00,Not Recorded,,,29.44444444,2011 +D,,6/23/2011,0,,8,0.6,1,28,,87,0:00,Not Recorded,,,30.55555556,2011 +D,,7/14/2011,0,5.6,6.5,0.8,1.1,27,,76,0:00,Not Recorded,,,24.44444444,2011 +D,,7/28/2011,0,,7,0.9,1.5,31,,86,0:00,Not Recorded,,,30,2011 +D,,8/11/2011,0,2,7,0.9,0.9,29,,82,N/A,Not Recorded,,,27.77777778,2011 +D,,9/8/2011,0,,6.5,1.4,1.5,27,,78,0:00,Not Recorded,,,25.55555556,2011 +D,,9/22/2011,0,4.6,6.5,0.6,1.4,25,,78,0:00,Not Recorded,,,25.55555556,2011 +D,,10/13/2011,0,,6,0.5,1.5,23,,75,0:00,Not Recorded,,,23.88888889,2011 +D,,10/27/2011,0,,6,0.7,1.4,17,,62,0:00,Not Recorded,,,16.66666667,2011 +D,,11/10/2011,0,,6.5,0.8,1.5,17,,60,0:00,Not Recorded,,,15.55555556,2011 +D,,11/22/2011,0,8,,0.8,0.9,15,,61,0:00,Not Recorded,,,16.11111111,2011 +D,,12/8/2011,0,,6.5,0.8,1.4,12,,47,0:00,Not Recorded,,,8.333333333,2011 +D,,12/22/2011,0,9.8,7,1,1.4,16,,60,0:00,Not Recorded,,,15.55555556,2011 +Bay,,1/4/2011,0,3.1,6.5,0.2,0.45,5,,31,0:00,S. Poe,,,-0.555555556,2011 +Bay,,1/18/2011,0,6.2,7,0.2,0.6,7,,39,0:00,S. Poe,,,3.888888889,2011 +Bay,,2/8/2011,0,3.8,6.5,0.2,0.6,8,,46,0:00,S. Poe,,,7.777777778,2011 +Bay,,3/3/2011,0,3.7,7,,,8,,40,0:00,S. Poe,,,4.444444444,2011 +Bay,,3/24/2011,0,3.3,7,0.2,0.55,33,,52,0:00,S. Poe,,,11.11111111,2011 +Bay,,4/14/2011,0,3.5,7,0.4,0.6,16.5,,58,0:00,S. Poe,,,14.44444444,2011 +Bay,,4/28/2011,0,5.2,7,0.3,1.3,23,,76,0:00,S. Poe,,,24.44444444,2011 +Bay,,5/12/2011,0,4.5,7,,,18,,65,0:00,S. Poe,,,18.33333333,2011 +Bay,,5/26/2011,0,3.7,7.5,0.5,0.9,25,,79,0:00,S. Poe,,,26.11111111,2011 +Bay,,6/9/2011,0,3.2,8,0.4,0.8,27,,85,0:00,S. Poe,,,29.44444444,2011 +Bay,,6/23/2011,0,5.6,8,0.5,0.9,26,,80,0:00,S. Poe,,,26.66666667,2011 +Bay,,7/14/2011,0,3,8.5,0.4,0.6,26,,75,0:00,S. Poe,,,23.88888889,2011 +Bay,,7/28/2011,0,2,9,0.5,0.7,29,,85,0:00,S. Poe,,,29.44444444,2011 +Bay,,8/11/2011,0,3.5,9,0.4,0.7,28,,82,0:00,S. Poe,,,27.77777778,2011 +Bay,,9/8/2011,0,5,7,0.6,1.1,26,,78,0:00,S. Poe,,,25.55555556,2011 +Bay,,9/22/2011,0,5.3,8,0.5,0.7,24,,78,0:00,S. Poe,,,25.55555556,2011 +Bay,,10/13/2011,0,4.2,7.5,0.5,0.7,21,,75,0:00,S. Poe,,,23.88888889,2011 +Bay,,10/27/2011,0,7.4,7.5,0.5,0.9,16,,62,0:00,S. Poe,,,16.66666667,2011 +Bay,,11/10/2011,0,5.2,7.5,0.7,0.7,16,,60,0:00,S. Poe,,,15.55555556,2011 +Bay,,11/22/2011,0,7.3,7,0.2,0.6,16,,61,0:00,S. Poe,,,16.11111111,2011 +Bay,,12/8/2011,0,7.9,7,0.35,0.7,12,,47,0:00,S. Poe,,,8.333333333,2011 +Bay,,12/22/2011,0,7.8,7,0.3,0.7,17,,60,0:00,S. Poe,,,15.55555556,2011 +A,,1/11/2012,0,8.2,6.5,0.9,0.9,12,,53,0:00,Not Recorded,,,11.66666667,2012 +A,,1/26/2012,0,,6.5,1,1,12,,50,0:00,Not Recorded,,,10,2012 +A,,2/9/2012,0,5.8,7,1,1,8,,39,0:00,Not Recorded,,,3.888888889,2012 +A,,2/21/2012,0,,7,0.9,0.9,9,,46,0:00,Not Recorded,,,7.777777778,2012 +A,,3/1/2012,0,4.3,7.5,,,16,,70,0:00,Not Recorded,,,21.11111111,2012 +A,,3/8/2012,0,,6.5,0.5,0.5,15,,58,N/A,Not Recorded,,,14.44444444,2012 +A,,4/12/2012,0,7,7,0.6,0.7,14,,51,0:00,Not Recorded,,,10.55555556,2012 +A,,4/26/2012,0,,7.5,0.6,0.8,17,,63,0:00,Not Recorded,,,17.22222222,2012 +A,,5/10/2012,0,4.5,7,0.7,0.9,21,,63,0:00,Not Recorded,,,17.22222222,2012 +A,,5/24/2012,0,,6.5,0.6,0.7,25,,72,0:00,Not Recorded,,,22.22222222,2012 +A,,6/14/2012,0,4.9,7,0.6,0.7,22,,69,0:00,Not Recorded,,,20.55555556,2012 +A,,6/28/2012,0,,7,0.65,0.9,27,,74,0:00,Not Recorded,,,23.33333333,2012 +A,,7/19/2012,0,,6.5,0.6,0.6,30,,83,0:00,Not Recorded,,,28.33333333,2012 +A,,8/9/2012,0,3,7,0.5,0.9,28,,80,0:00,Not Recorded,,,26.66666667,2012 +A,,8/23/2012,0,,6.5,0.6,0.7,26,,77,0:00,Not Recorded,,,25,2012 +A,,9/4/2012,0,4.3,6.5,0.7,0.7,28,,80,0:00,Not Recorded,,,26.66666667,2012 +A,,9/13/2012,,,7,0.6,0.6,24,,74,0:00,Not Recorded,,,23.33333333,2012 +A,,10/4/2012,0,,7,0.6,0.6,24,,75,0:00,Not Recorded,,,23.88888889,2012 +A,,10/19/2012,0,,7,0.9,1.4,20,,70,0:00,Not Recorded,,,21.11111111,2012 +A,,11/8/2012,0,,6.5,0.5,1.9,10,,45,0:00,Not Recorded,,,7.222222222,2012 +A,,11/29/2012,0,9,6.5,0.2,0.2,8,,48,0:00,Not Recorded,,,8.888888889,2012 +A,,12/13/2012,0,,7,0.9,0.9,9,,48,0:00,Not Recorded,,,8.888888889,2012 +B,,1/11/2012,0,6,7,0.3,0.3,11,,54,0:00,Not Recorded,,,12.22222222,2012 +B,,1/26/2012,0,,7,0.3,0.3,12,,50,0:00,Not Recorded,,,10,2012 +B,,2/9/2012,0,7.5,7,0.3,0.3,8,,39,0:00,Not Recorded,,,3.888888889,2012 +B,,2/21/2012,0,,7.5,0.35,0.35,10,,40,0:00,Not Recorded,,,4.444444444,2012 +B,,3/1/2012,0,6.3,7.5,0.2,0.4,16,,69,0:00,Not Recorded,,,20.55555556,2012 +B,,3/8/2012,0,,7.5,0,0.2,14,,58,0:00,Not Recorded,,,14.44444444,2012 +B,,4/12/2012,0,7,7.5,0.3,0.3,13,,51,0:00,Not Recorded,,,10.55555556,2012 +B,,4/26/2012,0,,8,0.3,0.3,18,,63,0:00,Not Recorded,,,17.22222222,2012 +B,,5/10/2012,0,6.7,7,0.5,0.5,20,,64,0:00,Not Recorded,,,17.77777778,2012 +B,,5/24/2012,0,,8,0.5,0.5,25,,72,0:00,Not Recorded,,,22.22222222,2012 +B,,6/14/2012,0,4.5,7.5,0.2,0.2,22,,70,0:00,Not Recorded,,,21.11111111,2012 +B,,6/28/2012,0,,7.4,0.5,0.5,26,,73,0:00,Not Recorded,,,22.77777778,2012 +B,,7/19/2012,0,,7,0.4,0.4,28,,83,0:00,Not Recorded,,,28.33333333,2012 +B,,8/9/2012,0,2.9,7.5,0.3,0.4,27,,80,0:00,Not Recorded,,,26.66666667,2012 +B,,8/23/2012,0,,7.5,0.3,0.4,27,,77,0:00,Not Recorded,,,25,2012 +B,,9/4/2012,0,5.2,7,0.2,0.2,,,80,0:00,Not Recorded,,,26.66666667,2012 +B,,9/13/2012,,,8.5,0.1,0.1,23,,73,0:00,Not Recorded,,,22.77777778,2012 +B,,10/4/2012,0,,8,0.1,0.5,24,,75,0:00,Not Recorded,,,23.88888889,2012 +B,,10/19/2012,0,7.1,7,0.4,0.4,20,,70,0:00,Not Recorded,,,21.11111111,2012 +B,,11/8/2012,0,,6.5,0.35,0.35,9,,45,0:00,Not Recorded,,,7.222222222,2012 +B,,11/29/2012,0,9.7,7,0.4,0.4,9,,49,0:00,Not Recorded,,,9.444444444,2012 +B,,12/13/2012,0,,7,0.4,0.5,9,,48,0:00,Not Recorded,,,8.888888889,2012 +D,,1/11/2012,0,,6.5,1,1.4,10,,54,,Not Recorded,,,12.22222222,2012 +D,,1/26/2012,0,7.2,6.5,1.2,1.4,11,,50,0:00,Not Recorded,,,10,2012 +D,,2/9/2012,0,,6.5,1.3,1.4,6,,39,0:00,Not Recorded,,,3.888888889,2012 +D,,2/21/2012,0,10,6.5,1,1.5,8,,46,0:00,Not Recorded,,,7.777777778,2012 +D,,3/1/2012,0,,6.5,,,15,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,3/8/2012,0,9.5,6.5,1.2,1.5,14,,58,0:00,Not Recorded,,,14.44444444,2012 +D,,4/12/2012,0,,7,0.9,1.3,12,,51,0:00,Not Recorded,,,10.55555556,2012 +D,,4/26/2012,0,7.4,6.5,0.8,1.4,17,,63,0:00,Not Recorded,,,17.22222222,2012 +D,,5/10/2012,0,,6.5,0.8,1.5,20,,64,0:00,Not Recorded,,,17.77777778,2012 +D,,5/24/2012,0,6.1,6.5,0.9,1.5,25,,72,0:00,Not Recorded,,,22.22222222,2012 +D,,6/14/2012,0,,6.5,0.7,4.5,23,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,6/28/2012,0,5,6.5,0.6,1.3,27,,73,0:00,Not Recorded,,,22.77777778,2012 +D,,7/19/2012,0,4.2,7,0.8,1.4,30,,82,0:00,Not Recorded,,,27.77777778,2012 +D,,8/9/2012,0,,6.5,0.9,1.4,27,,80,0:00,Not Recorded,,,26.66666667,2012 +D,,8/23/2012,0,5.5,6.5,0.7,1.4,26,,76,0:00,Not Recorded,,,24.44444444,2012 +D,,9/4/2012,0,,6.5,0.9,1.4,28,,80,N/A,Not Recorded,,,26.66666667,2012 +D,,9/13/2012,,5.2,6.5,1,1.25,23,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,10/4/2012,0,5.8,6.5,0.9,1.2,24,,75,0:00,Not Recorded,,,23.88888889,2012 +D,,10/19/2012,0,5.5,7.5,0.6,0.8,22,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,11/8/2012,0,8.6,6,0.5,1.5,9,,45,0:00,Not Recorded,,,7.222222222,2012 +D,,11/29/2012,0,,7,1.4,1.5,8,,50,0:00,Not Recorded,,,10,2012 +D,,12/13/2012,0,8.8,6.5,0.9,1.6,9,,48,0:00,Not Recorded,,,8.888888889,2012 +Bay,,1/11/2012,0,6.9,7.5,0.2,0.7,12,,54,0:00,S. Poe,,,12.22222222,2012 +Bay,,1/26/2012,0,6.5,7,0.2,0.8,11,,50,0:00,S. Poe,,,10,2012 +Bay,,2/9/2012,0,5.3,7.5,0.2,0.3,8,,39,0:00,S. Poe,,,3.888888889,2012 +Bay,,2/21/2012,0,6.2,7,0.2,0.2,8,,46,0:00,S. Poe,,,7.777777778,2012 +Bay,,3/1/2012,0,5.3,7.5,0.2,0.6,,,69,0:00,S. Poe,,,20.55555556,2012 +Bay,,3/8/2012,0,7.2,7,0.4,0.6,13,,58,0:00,S. Poe,,,14.44444444,2012 +Bay,,4/12/2012,0,6.5,8,0.4,0.6,11,,51,0:00,S. Poe,,,10.55555556,2012 +Bay,,4/26/2012,0,7.1,7.5,0.4,0.8,17,,63,0:00,S. Poe,,,17.22222222,2012 +Bay,,5/10/2012,0,5.3,8,0.4,0.7,19,,63,0:00,S. Poe,,,17.22222222,2012 +Bay,,5/24/2012,0,6.1,8.5,0.5,0.8,24,,72,0:00,S. Poe,,,22.22222222,2012 +Bay,,6/14/2012,0,3.9,8.5,0.5,0.7,22,,69,0:00,S. Poe,,,20.55555556,2012 +Bay,,6/28/2012,0,4.9,,0.45,0.7,26,,72,0:00,S. Poe,,,22.22222222,2012 +Bay,,7/19/2012,0,5.9,8.5,0.5,0.9,28,,82,0:00,S. Poe,,,27.77777778,2012 +Bay,,8/9/2012,0,4.2,7.5,0.6,0.8,,,80,0:00,S. Poe,,,26.66666667,2012 +Bay,,8/23/2012,0,6.1,8,0.5,0.7,25,,77,0:00,S. Poe,,,25,2012 +Bay,,9/4/2012,0,3.7,7,0.3,0.8,25,,85,0:00,S. Poe,,,29.44444444,2012 +Bay,,9/13/2012,,5,7,0.4,0.5,21,,70,0:00,S. Poe,,,21.11111111,2012 +Bay,,10/4/2012,0,4.8,8,0.5,0.7,24,,75,0:00,S. Poe,,,23.88888889,2012 +Bay,,10/19/2012,0,3.7,9,0.5,0.8,,,70,0:00,S. Poe,,,21.11111111,2012 +Bay,,11/8/2012,0,7.6,7,0.2,0.2,10,,45,0:00,S. Poe,,,7.222222222,2012 +Bay,,11/29/2012,0,8.9,7,0.1,0.5,7,,48,0:00,S. Poe,,,8.888888889,2012 +Bay,,12/13/2012,0,8.4,7,0.2,0.3,9,,48,0:00,S. Poe,,,8.888888889,2012 +A,,1/10/2013,0,6.9,6.5,0.8,0.9,8,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,1/24/2013,0,,7,0.4,0.7,4,,32,0:00,Not Recorded,,,0,2013 +A,,2/14/2013,0,5.7,6.5,0.7,1.1,,,45,0:00,Not Recorded,,,7.222222222,2013 +A,,2/28/2013,0,,,2.2,,10,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,3/13/2013,,5,6.5,,,11,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,3/28/2013,0,,6.5,0.5,0.5,9,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,4/11/2013,0,5.9,6,0.4,0.9,21,,67,0:00,Not Recorded,,,19.44444444,2013 +A,,4/26/2013,0,,7,0.4,0.4,15,,54,N/A,Not Recorded,,,12.22222222,2013 +A,,5/8/2013,0,5.6,7,0.5,0.6,22,,70,0:00,Not Recorded,,,21.11111111,2013 +A,,5/25/2013,0,,7,0.4,0.6,25,,72,0:00,Not Recorded,,,22.22222222,2013 +A,,6/13/2013,0,6.1,7.5,0.7,0.7,29,,83,0:00,Not Recorded,,,28.33333333,2013 +A,,6/25/2013,0,,7,0.5,0.5,28,,78,0:00,Not Recorded,,,25.55555556,2013 +A,,7/11/2013,0,4.1,7,0.7,0.9,26,,81,0:00,Not Recorded,,,27.22222222,2013 +A,,7/25/2013,0,,7,0.4,0.6,27,,72,0:00,Not Recorded,,,22.22222222,2013 +A,,8/8/2013,0,5.3,6,0.1,0.7,28,,80,0:00,Not Recorded,,,26.66666667,2013 +A,,8/22/2013,0,,7,0.4,0.5,28,,78,0:00,Not Recorded,,,25.55555556,2013 +A,,9/12/2013,0,4.8,7,0.6,0.6,26,,75,0:00,Not Recorded,,,23.88888889,2013 +A,,9/26/2013,0,,6.5,,,21,,69,0:00,Not Recorded,,,20.55555556,2013 +A,,10/22/2013,0,,6,0.6,0.7,17,,60,0:00,Not Recorded,,,15.55555556,2013 +A,,11/12/2013,0,7,7,0.5,0.7,13,,54,0:00,Not Recorded,,,12.22222222,2013 +A,,11/19/2013,0,,6.5,0.7,1,11,,52,0:00,Not Recorded,,,11.11111111,2013 +A,,12/4/2013,0,8.8,,0.4,0.4,10,,51,0:00,Not Recorded,,,10.55555556,2013 +A,,12/11/2013,0,,7,0.8,1,8,,38,0:00,Not Recorded,,,3.333333333,2013 +B,,1/10/2013,0,7.2,,0.3,0.3,10,,49,0:00,Not Recorded,,,9.444444444,2013 +B,,1/24/2013,0,,7,0.3,0.3,4,,32,0:00,Not Recorded,,,0,2013 +B,,2/28/2013,0,,7,0.2,0.2,10,,48,0:00,Not Recorded,,,8.888888889,2013 +B,,3/13/2013,,7.6,7.5,0.2,0.2,11,,45,0:00,Not Recorded,,,7.222222222,2013 +B,,3/28/2013,0,,7.5,0.4,0.4,8,,48,0:00,Not Recorded,,,8.888888889,2013 +B,,4/11/2013,0,5.8,7.5,0.4,0.4,20,,68,0:00,Not Recorded,,,20,2013 +B,,4/26/2013,0,,7,0.4,0.4,15,,54,0:00,Not Recorded,,,12.22222222,2013 +B,,5/8/2013,0,4.2,8,0.2,0.2,22,,68,0:00,Not Recorded,,,20,2013 +B,,5/25/2013,0,,7.5,,,25,,73,0:00,Not Recorded,,,22.77777778,2013 +B,,6/13/2013,0,5.4,8,0.2,0.2,29,,83,0:00,Not Recorded,,,28.33333333,2013 +B,,6/25/2013,0,,7.5,0.4,0.4,27,,78,0:00,Not Recorded,,,25.55555556,2013 +B,,7/11/2013,0,3.3,7,0.3,0.3,,,81,0:00,Not Recorded,,,27.22222222,2013 +B,,7/25/2013,0,,7.5,0.2,0.2,26,,72,0:00,Not Recorded,,,22.22222222,2013 +B,,8/8/2013,0,6.4,8,0.3,0.3,27,,80,0:00,Not Recorded,,,26.66666667,2013 +B,,8/22/2013,0,,8,0.1,0.1,28,,78,0:00,Not Recorded,,,25.55555556,2013 +B,,9/12/2013,,,,,,25,,75,0:00,Not Recorded,,,23.88888889,2013 +B,,9/26/2013,0,,7.5,,,21,,69,0:00,Not Recorded,,,20.55555556,2013 +B,,10/22/2013,0,,7,0.2,0.2,17,,60,0:00,Not Recorded,,,15.55555556,2013 +B,,11/12/2013,0,,7.5,0.4,0.4,12,,54,0:00,Not Recorded,,,12.22222222,2013 +B,,11/19/2013,0,,7,0.3,0.3,11,,52,0:00,Not Recorded,,,11.11111111,2013 +B,,12/4/2013,0,5,7,0.2,0.2,11,,51,0:00,Not Recorded,,,10.55555556,2013 +B,,12/11/2013,0,,7,0.25,0.25,7,,38,0:00,Not Recorded,,,3.333333333,2013 +D,,1/10/2013,0,,6.5,1,1.5,9,,49,0:00,Not Recorded,,,9.444444444,2013 +D,,1/24/2013,0,,6.5,0.9,1.6,4,,32,0:00,Not Recorded,,,0,2013 +D,,2/14/2013,0,,6.5,1.6,1.6,9,,45,0:00,Not Recorded,,,7.222222222,2013 +D,,2/28/2013,0,9.8,6.5,1.5,1.5,9,,48,0:00,Not Recorded,,,8.888888889,2013 +D,,3/13/2013,,,6.5,1.5,1.6,11,,45,0:00,Not Recorded,,,7.222222222,2013 +D,,3/28/2013,0,10,6.5,1.4,1.6,8,,48,0:00,Not Recorded,,,8.888888889,2013 +D,,4/11/2013,0,,6.5,1.2,1.4,20,,68,0:00,Not Recorded,,,20,2013 +D,,4/26/2013,0,8.6,6.5,0.3,1.5,15,,54,0:00,Not Recorded,,,12.22222222,2013 +D,,5/8/2013,0,,7,1,1.5,22,,70,0:00,Not Recorded,,,21.11111111,2013 +D,,5/25/2013,0,5.5,6,0.5,1.5,24,,72,0:00,Not Recorded,,,22.22222222,2013 +D,,6/13/2013,0,,7,0.8,1.3,30,,85,0:00,Not Recorded,,,29.44444444,2013 +D,,6/25/2013,0,6.4,7.5,0.6,1.2,,,88,0:00,Not Recorded,,,31.11111111,2013 +D,,7/11/2013,0,,7,0.9,1.4,26,,82,0:00,Not Recorded,,,27.77777778,2013 +D,,7/25/2013,0,3.8,6.5,0.7,1.8,27,,72,0:00,Not Recorded,,,22.22222222,2013 +D,,8/8/2013,0,6.8,7,0.9,1.3,26,,79,0:00,Not Recorded,,,26.11111111,2013 +D,,8/22/2013,0,4.2,6.5,1.1,1.5,27,,78,0:00,Not Recorded,,,25.55555556,2013 +D,,9/12/2013,0,,6.5,1.2,1.2,27,,75,0:00,Not Recorded,,,23.88888889,2013 +D,,9/26/2013,0,6.1,6.7,0.9,1.1,20,,69,0:00,Not Recorded,,,20.55555556,2013 +D,,10/22/2013,0,7,6.5,1,1.2,17,,58,0:00,Not Recorded,,,14.44444444,2013 +D,,11/12/2013,0,,6,0.8,1.1,12,,54,0:00,Not Recorded,,,12.22222222,2013 +D,,11/19/2013,0,9.6,6.5,1.2,1.2,12,,52,0:00,Not Recorded,,,11.11111111,2013 +D,,12/4/2013,0,,6.5,1.2,1.2,10,,51,0:00,Not Recorded,,,10.55555556,2013 +D,,12/11/2013,0,8.65,6.5,0.8,0.8,8,,38,0:00,Not Recorded,,,3.333333333,2013 +Bay,,1/10/2013,0,8.5,7,0.4,0.5,9,,48,0:00,S. Poe,,,8.888888889,2013 +Bay,,1/24/2013,0,8.7,7,0.1,0.4,3,,32,0:00,S. Poe,,,0,2013 +Bay,,2/14/2013,0,7.7,7,0.7,2.5,9,,45,0:00,S. Poe,,,7.222222222,2013 +Bay,,2/28/2013,0,8.5,7,0.2,0.7,10,,48,0:00,S. Poe,,,8.888888889,2013 +Bay,,3/13/2013,,10,7.5,0.2,0.6,11,,45,0:00,S. Poe,,,7.222222222,2013 +Bay,,3/28/2013,0,10,7,0.2,0.3,8,,48,0:00,S. Poe,,,8.888888889,2013 +Bay,,4/11/2013,0,8,7,0.3,0.9,20,,64,0:00,S. Poe,,,17.77777778,2013 +Bay,,4/26/2013,0,8.9,7,0.2,0.2,14,,54,0:00,S. Poe,,,12.22222222,2013 +Bay,,5/8/2013,0,8.2,7,0.3,0.7,19,,67,0:00,S. Poe,,,19.44444444,2013 +Bay,,5/25/2013,0,6.1,7.5,0.4,0.9,24,,72,0:00,S. Poe,,,22.22222222,2013 +Bay,,6/13/2013,0,6.9,7.5,0.5,0.7,26,,81,0:00,S. Poe,,,27.22222222,2013 +Bay,,6/25/2013,0,6.7,7.5,0.4,0.9,26,,78,0:00,S. Poe,,,25.55555556,2013 +Bay,,7/11/2013,0,6.8,7.5,0.5,0.9,26,,81,0:00,S. Poe,,,27.22222222,2013 +Bay,,7/25/2013,0,5.9,8,0.5,0.8,26,,72,0:00,S. Poe,,,22.22222222,2013 +Bay,,8/8/2013,0,6.8,8.5,0.5,0.8,24,,79,0:00,S. Poe,,,26.11111111,2013 +Bay,,8/22/2013,0,6,8.5,0.5,0.7,26,,78,0:00,S. Poe,,,25.55555556,2013 +Bay,,9/12/2013,0,4.3,8,0.5,0.8,25,,75,N/A,S. Poe,,,23.88888889,2013 +Bay,,9/26/2013,0,6.1,8.5,0.3,0.4,19,,69,0:00,S. Poe,,,20.55555556,2013 +Bay,,10/22/2013,0,7.9,7,0.7,0.8,16,,58,0:00,S. Poe,,,14.44444444,2013 +Bay,,11/12/2013,0,9.8,7.5,0.4,0.6,11,,54,0:00,S. Poe,,,12.22222222,2013 +Bay,,11/19/2013,0,7.1,7,0.3,0.5,12,,52,0:00,S. Poe,,,11.11111111,2013 +Bay,,12/4/2013,0,7,7.5,0.2,0.5,11,,50,0:00,S. Poe,,,10,2013 +Bay,,12/11/2013,0,8.35,7,0.2,0.5,8,,38,0:00,S. Poe,,,3.333333333,2013 +A,,1/3/2014,0,,6.5,0.6,0.9,6,,26,11:25,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +B,,1/3/2014,0,,6,0.3,0.3,5,,26,11:35,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +D,,1/3/2014,0,7.9,6.5,1.1,1.2,5,,26,10:45,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +Bay,,1/3/2014,0,7.3,7,0.1,0.4,5,,26,10:15,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +A,,1/14/2014,0,6.8,6.5,0.5,0.5,11,,53,10:20,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +B,,1/14/2014,0,6.2,6.5,0.4,0.4,,,53,10:45,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +D,,1/14/2014,0,,6.5,1,1.4,11,,53,11:10,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +Bay,,1/14/2014,0,8.7,7,0.4,0.6,11,,53,09:45,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +A,,2/11/2014,0,,6.5,0.5,0.9,1,,29,10:40,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +B,,2/11/2014,0,,7,0.3,0.3,4,,29,10:10,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +D,,2/11/2014,0,10,6.5,0.8,1.4,2,,29,,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +Bay,,2/11/2014,0,8.8,7,0.2,0.2,3,,29,09:30,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +A,,2/25/2014,0,6,6.5,0.3,0.5,9,,41,10:30,S. Poe,3/27/2014,Karen Beatty,5,2014 +B,,2/25/2014,0,8.1,7,0.3,0.3,8,,41,11:00,S. Poe,3/27/2014,Karen Beatty,5,2014 +D,,2/25/2014,0,,6.5,0.7,1.2,9,,41,11:20,S. Poe,3/27/2014,Karen Beatty,5,2014 +Bay,,2/25/2014,0,6.9,7,0.3,0.5,9,,41,09:30,S. Poe,3/27/2014,Karen Beatty,5,2014 +Bay,,3/12/2014,0,8.2,7.5,0.2,0.5,14,,57,09:45,S. Poe,3/27/2014,Karen Beatty,13.88888889,2014 +D,,3/12/2014,0,8.2,6,1.2,1.4,14,,54,10:45,S. Poe,3/27/2014,Karen Beatty,12.22222222,2014 +B,,3/12/2014,0,,7,0.3,0.3,14.5,,54,10:40,S. Poe,3/27/2014,Karen Beatty,12.22222222,2014 +A,,3/12/2014,0,,6.5,0.5,0.7,13,,54,10:50,S. Poe,3/27/2014,Karen Beatty,12.22222222,2014 +Bay,,3/27/2014,0,10,7,0.2,0.3,4,,40,09:45,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +A,,3/27/2014,0,,7,0.1,0.5,7,,40,10:55,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +B,,3/27/2014,0,,7,0.4,0.4,5,,40,10:25,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +D,,3/27/2014,0,,6.5,1.5,1.6,6,,40,10:15,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +A,,4/10/2014,0,,6.5,0,0.4,17,,54,10:45,S. Poe,4/14/2014,Karen Beatty,12.22222222,2014 +B,,4/10/2014,0,,7,0.3,0.3,15,,54,10:35,S. Poe,4/14/2014,Karen Beatty,12.22222222,2014 +D,,4/10/2014,0,8.2,6.5,0.9,1.6,16,,53,10:15,S. Poe,4/14/2014,Karen Beatty,11.66666667,2014 +Bay,,4/10/2014,0,9,7.5,0.4,0.7,,,52,09:45,S. Poe,4/14/2014,Karen Beatty,11.11111111,2014 +Bay,,5/7/2014,0,6.8,7,0.5,0.9,18,,60,09:45,Sue Poe,5/16/2014,K Beatty,15.55555556,2014 +A,,5/7/2014,0,,6.5,0,0.9,19,,60,10:50,S. Poe,5/16/2014,K. Beatty,15.55555556,2014 +B,,5/7/2014,0,,7,0.1,0.2,18,,60,10:37,S. Poe,5/16/2014,K. Beatty,15.55555556,2014 +D,,5/7/2014,0,6.6,6.5,0.5,1.5,19,,60,10:15,S. Poe,5/16/2014,K. Beatty,15.55555556,2014 +Bay,,5/20/2014,0,7.3,7.5,0.4,0.5,18,,67,09:50,S. Poe,5/21/2014,K Beatty,19.44444444,2014 +A,,5/20/2014,0,3,6.5,0.2,0.3,21,,67,10:25,S. Poe,5/21/2014,K Beatty,19.44444444,2014 +B,,5/20/2014,0,3.86,7.5,0.5,0.5,20,,68,10:50,S. Poe,5/21/2014,K Beatty,20,2014 +D,,5/20/2014,0,,6.5,0.5,1.4,21,,68,,S. 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Загрузка библиотек" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "xChor81V6mtD" + }, + "outputs": [], + "source": [ + "## Описание и загрузка библиотеки" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Z22T_R766hsO" + }, + "source": [ + " - Pandas - библиотека для обработки и анализа данных. Предназначена для данных разной природы - матричных, панельных данных, временных рядов. Претендует на звание самого мощного и гибкого средства для анализа данных с открытым исходным кодом." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "DqYWosnHhkwU" + }, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ZNKpaic1hkwb" + }, + "source": [ + "В пандас есть две структуры данных:\n", + "- Series: одномерный массив с именованными индексами (чаще всего, данные одного типа)\n", + "- DataFrame: двухмерный массив, имеет табличную структуру, легко изменяется по размерам, может содержать в себе данные разных типов\n", + "\n", + "Оба типа можно создавать вручную с помощью функций из самой библиотеки:\n", + "- pandas.Series(data=None, index=None, dtype=None)\n", + "- pandas.DataFrame(data=None, index=None, columns=None, dtype=None)\n", + "\n", + "- **data** - данные, которые надо записать в структуру\n", + "- **index** - индексы строк\n", + "- **columns** - названия столбцов\n", + "- **dtype** - тип данных\n", + "\n", + "Кроме data, остальные параметры опциональны\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "tMHOWBBWhkwf" + }, + "source": [ + "Мы, конечно, можем сами создавать датафреймы!\n", + "\n", + "Например, кто-то нашел нам кусок данных и просит воспроизвести этот датасет:\n", + "\n", + "\n", + "\n", + "Давайте разберемся, что здесь, что и запишем в известную нам конструкцию - листы. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "9yW-A-fRhkwi" + }, + "outputs": [], + "source": [ + "columns = ['country', 'province', 'region_1', 'region_2'] # Создаем список, в котором будут храниться названия столбцов\n", + "index = [0, 1, 10, 100] # Создаем список, в котором будут индексы строк\n", + "\n", + "# Создаем список с данными, каждая строка таблицы - отдельный список\n", + "data = [['Italy', 'Sicily & Sardinia', 'Etna', 'NaN'], \n", + " ['Portugal', 'Douro', 'NaN', 'NaN'],\n", + " ['US', 'California', 'Napa Valley', 'Napa'],\n", + " ['US', 'New York', 'Finger Lakes', 'Finger Lakes']]" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6jUo7y0uhkwo" + }, + "source": [ + "А теперь соберем в датафрейм" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "jMEdfOOdhkwp", + "outputId": "b5fae3e6-3e8d-4297-d468-0be74894b070", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countryprovinceregion_1region_2
0ItalySicily & SardiniaEtnaNaN
1PortugalDouroNaNNaN
10USCaliforniaNapa ValleyNapa
100USNew YorkFinger LakesFinger Lakes
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" + ], + "text/plain": [ + " country province region_1 region_2\n", + "0 Italy Sicily & Sardinia Etna NaN\n", + "1 Portugal Douro NaN NaN\n", + "10 US California Napa Valley Napa\n", + "100 US New York Finger Lakes Finger Lakes" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame(data, columns = columns, index = index) # Создаем ДатаФрейм (в качестве параметров передаем называние столбцов, индексы и сами данные)\n", + "df # Отображаем наш ДатаФрейм (лучше без использования функции print())" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "TIJhU5vEhkwv" + }, + "outputs": [], + "source": [ + "## Загрузка и запись данных" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "CjIlX-Ar6vd7" + }, + "source": [ + "\n", + "- Функции типа **pd.read_формат** и **pd.to_формат**\n", + "считывают и записывают данные соответственно.
Полный список можно найти в документации:\n", + "https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html\n", + "\n", + "Научимся считывать данные в формате csv (comma separated value) функцией:\n", + "\n", + "- pd.read_csv(): \n", + "\n", + "Аргументов у нее очень много, критически важные:\n", + " - **filepath_or_buffer** - текстовая строка с названием (адресом) файла\n", + " - **sep** - разделитель между данными\n", + " - **header** - номер строки, в которой в файле указаны названия столбцов, None, если нет\n", + " - **names** - список с названиями колонок\n", + " - **index_col** - или номер столбца, или список, или ничего - колонка, из которой надо взять названия строк" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "mWdKBTMNhkwx" + }, + "outputs": [], + "source": [ + "data = pd.read_csv('wine_base.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "g8zunGkmhkw2" + }, + "source": [ + "**Смотрим, что загрузилось**\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "slhGLHJNhkw4", + "outputId": "58af12df-d33f-4a2a-e3f6-5a763ba68831" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
150925150925ItalyMany people feel Fiano represents southern Ita...NaN9120.0Southern ItalyFiano di AvellinoNaNWhite BlendFeudi di San Gregorio
150926150926FranceOffers an intriguing nose with ginger, lime an...Cuvée Prestige9127.0ChampagneChampagneNaNChampagne BlendH.Germain
150927150927ItalyThis classic example comes from a cru vineyard...Terre di Dora9120.0Southern ItalyFiano di AvellinoNaNWhite BlendTerredora
150928150928FranceA perfect salmon shade, with scents of peaches...Grand Brut Rosé9052.0ChampagneChampagneNaNChampagne BlendGosset
150929150929ItalyMore Pinot Grigios should taste like this. A r...NaN9015.0Northeastern ItalyAlto AdigeNaNPinot GrigioAlois Lageder
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" + ], + "text/plain": [ + " Unnamed: 0 country description \\\n", + "150925 150925 Italy Many people feel Fiano represents southern Ita... \n", + "150926 150926 France Offers an intriguing nose with ginger, lime an... \n", + "150927 150927 Italy This classic example comes from a cru vineyard... \n", + "150928 150928 France A perfect salmon shade, with scents of peaches... \n", + "150929 150929 Italy More Pinot Grigios should taste like this. A r... \n", + "\n", + " designation points price province region_1 \\\n", + "150925 NaN 91 20.0 Southern Italy Fiano di Avellino \n", + "150926 Cuvée Prestige 91 27.0 Champagne Champagne \n", + "150927 Terre di Dora 91 20.0 Southern Italy Fiano di Avellino \n", + "150928 Grand Brut Rosé 90 52.0 Champagne Champagne \n", + "150929 NaN 90 15.0 Northeastern Italy Alto Adige \n", + "\n", + " region_2 variety winery \n", + "150925 NaN White Blend Feudi di San Gregorio \n", + "150926 NaN Champagne Blend H.Germain \n", + "150927 NaN White Blend Terredora \n", + "150928 NaN Champagne Blend Gosset \n", + "150929 NaN Pinot Grigio Alois Lageder " + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail() # С помощью метода head выводим первые 5 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "TAEcUwXohkw9" + }, + "source": [ + "Что-то не то с первым столбцом, немного поправим" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "id": "UQ_ne0wIhkw-" + }, + "outputs": [], + "source": [ + "data = pd.read_csv('wine_base.csv', index_col = 0) # В параметре index_col указываем столбец, который будет использоваться как индекс нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 924 + }, + "id": "u5iBpJ0jhkxC", + "outputId": "b8c9ab01-2747-467a-e833-870c9d83d11b", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "8 US This re-named vineyard was formerly bottled as... \n", + "9 US The producer sources from two blocks of the vi... \n", + "10 Italy Elegance, complexity and structure come togeth... \n", + "11 US From 18-year-old vines, this supple well-balan... \n", + "12 US A standout even in this terrific lineup of 201... \n", + "13 France This wine is in peak condition. The tannins an... \n", + "14 US With its sophisticated mix of mineral, acid an... \n", + "15 US First made in 2006, this succulent luscious Ch... \n", + "16 US This blockbuster, powerhouse of a wine suggest... \n", + "17 Spain Nicely oaked blackberry, licorice, vanilla and... \n", + "18 France Coming from a seven-acre vineyard named after ... \n", + "19 US This fresh and lively medium-bodied wine is be... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "8 Silice 95 65.0 Oregon \n", + "9 Gap's Crown Vineyard 95 60.0 California \n", + "10 Ronco della Chiesa 95 80.0 Northeastern Italy \n", + "11 Estate Vineyard Wadensvil Block 95 48.0 Oregon \n", + "12 Weber Vineyard 95 48.0 Oregon \n", + "13 Château Montus Prestige 95 90.0 Southwest France \n", + "14 Grace Vineyard 95 185.0 Oregon \n", + "15 Sigrid 95 90.0 Oregon \n", + "16 Rainin Vineyard 95 325.0 California \n", + "17 6 Años Reserva Premium 95 80.0 Northern Spain \n", + "18 Le Pigeonnier 95 290.0 Southwest France \n", + "19 Gap's Crown Vineyard 95 75.0 California \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "8 Chehalem Mountains Willamette Valley Pinot Noir \n", + "9 Sonoma Coast Sonoma Pinot Noir \n", + "10 Collio NaN Friulano \n", + "11 Ribbon Ridge Willamette Valley Pinot Noir \n", + "12 Dundee Hills Willamette Valley Pinot Noir \n", + "13 Madiran NaN Tannat \n", + "14 Dundee Hills Willamette Valley Pinot Noir \n", + "15 Willamette Valley Willamette Valley Chardonnay \n", + "16 Diamond Mountain District Napa Cabernet Sauvignon \n", + "17 Ribera del Duero NaN Tempranillo \n", + "18 Cahors NaN Malbec \n", + "19 Sonoma Coast Sonoma Pinot Noir \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez \n", + "8 Bergström \n", + "9 Blue Farm \n", + "10 Borgo del Tiglio \n", + "11 Patricia Green Cellars \n", + "12 Patricia Green Cellars \n", + "13 Vignobles Brumont \n", + "14 Domaine Serene \n", + "15 Bergström \n", + "16 Hall \n", + "17 Valduero \n", + "18 Château Lagrézette \n", + "19 Gary Farrell " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(20) # С помощью метода head выводим первые 20 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "UnU4xLLzhkxG" + }, + "source": [ + "**Информация о загруженных данных**:\n", + "\n", + "- Посчитаем, сколько записей\n", + "- Посмотрим, какого типа данные\n", + "- Проверим, есть ли пропуски" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "Z-MKWiELhkxP", + "outputId": "68ca424e-83eb-4d17-d779-1ea7f1a6b4ae" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(150930, 10)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape (так же как и в numpy-массивах) показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "SEr52zb4hkxT", + "outputId": "d72fe356-c89d-4d61-c62b-a64359f748d2" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "1509300" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "sw8ATDX1hkxJ", + "outputId": "2cfce98c-00bf-4093-8bf5-6573e0cd909f", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 150925\n", + "description 150930\n", + "designation 105195\n", + "points 150930\n", + "price 137235\n", + "province 150925\n", + "region_1 125870\n", + "region_2 60953\n", + "variety 150930\n", + "winery 150930\n", + "dtype: int64" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "OwVkE1MKX6mW", + "outputId": "9a9f1142-de9c-4ffa-e051-bb58af728151" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 100\n", + "description 100\n", + "designation 84\n", + "points 100\n", + "price 96\n", + "province 100\n", + "region_1 92\n", + "region_2 43\n", + "variety 100\n", + "winery 100\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(100).count() # Применим метод .count() к первым ста записям нашего датафрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "5AjpVmYFhkxX" + }, + "source": [ + "- Метод info() заодно показывает, какого типа данные в столбцах" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 306 + }, + "id": "G8RHx3kvhkxZ", + "outputId": "cf46dd23-3acf-4d2e-c8c4-046fa7b1f8d6" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 150930 entries, 0 to 150929\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 country 150925 non-null object \n", + " 1 description 150930 non-null object \n", + " 2 designation 105195 non-null object \n", + " 3 points 150930 non-null int64 \n", + " 4 price 137235 non-null float64\n", + " 5 province 150925 non-null object \n", + " 6 region_1 125870 non-null object \n", + " 7 region_2 60953 non-null object \n", + " 8 variety 150930 non-null object \n", + " 9 winery 150930 non-null object \n", + "dtypes: float64(1), int64(1), object(8)\n", + "memory usage: 12.7+ MB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "cMRzYwQdhkxd", + "outputId": "4afa01d4-ec65-452a-fc89-c503253c1efa" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country object\n", + "description object\n", + "designation object\n", + "points int64\n", + "price float64\n", + "province object\n", + "region_1 object\n", + "region_2 object\n", + "variety object\n", + "winery object\n", + "dtype: object" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "S3TniwKUhkxh" + }, + "source": [ + "Начнем проверять на пропуски! \n", + "\n", + "- .isnull() - выдает табличку, где False - ячейка заполнена, True - ячейка пуста :( Ближайшая родня - isna()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "uq1iywLbYsxS", + "outputId": "fcc31e0d-6e49-4967-ac34-d03865227b1f" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head() # Отобразим первые 5 строк нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "_oxBR6lAzfgu", + "outputId": "1b2f600d-ea50-4289-cfd6-976ea1526877" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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0\n", + "price 13695\n", + "province 5\n", + "region_1 25060\n", + "region_2 89977\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "D7aHOhOGY5pe", + "outputId": "ce904bd7-3087-40a2-824e-7f7047f358db" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0\n", + "description 0\n", + "designation 16\n", + "points 0\n", + "price 4\n", + "province 0\n", + "region_1 8\n", + "region_2 57\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(100).isna().sum() # Подсчитаем количество пропусков в каждом столбце для первых ста записей" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ZaiGPw-KY9eQ", + "outputId": "3ffbc798-c5bc-4970-c6c3-1608da30afe4" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0\n", + "description 0\n", + "designation 16\n", + "points 0\n", + "price 4\n", + "province 0\n", + "region_1 8\n", + "region_2 57\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 20, + "metadata": { + "tags": [] + }, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head(100).sum() # Подсчитаем количество пропусков в каждом столбце для первых ста записей (равнозначно предыдущей записи)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "NHeX2czDhkxi", + "outputId": "9995758b-2f88-47ca-ab63-37cb364875dd" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0.000033\n", + "description 0.000000\n", + "designation 0.303021\n", + "points 0.000000\n", + "price 0.090737\n", + "province 0.000033\n", + "region_1 0.166037\n", + "region_2 0.596151\n", + "variety 0.000000\n", + "winery 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # Посчитаем какую часть составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "tvAQTignhkxo", + "outputId": "7d223855-7d97-4529-bb74-572e21ed89a2" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "174477\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() # Подсчитаем сколько всего пропусков (во всех столбцах) в нашем датафрейме\n", + "print(proc) # Отобразим количество посчитанных пропусков" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "EOZz-GAPhkxr", + "outputId": "b7997cfd-a292-48ff-d431-ff425d210a7c" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "11.6%\n" + ] + } + ], + "source": [ + "# Переведем полученное значение в процентное отображение\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "OuW1gRtlhkxz" + }, + "outputs": [], + "source": [ + "### Как оценить пропуски визуально" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 735 + }, + "id": "ToPE3VkWhkx1", + "outputId": "6a5c7213-1a94-4823-e5cf-3d19468a890d" + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt # Загружаем модуль matplotlib.pyplot\n", + "import seaborn as sns # Загружаем модуль seaborn\n", + "%matplotlib inline\n", + "\n", + "fig, ax = plt.subplots(figsize=(20,12)) # Создаем область под график\n", + "sns_heatmap = sns.heatmap(data.isnull(), yticklabels=False, cbar=False, cmap='viridis') # Визуализируем прпуски\n", + "plt.show() # Отображаем график" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "E8w2yGJ1hkx6" + }, + "source": [ + "Что с ним делать?\n", + "\n", + "Выбора не очень много:
\n", + "\n", + "1) Удалять: \n", + "- dropna(axis=0, how='any'): axis = 0 - удаляем построчно, axis = 1 выкидываем столбец; how ='any' - выкидываем, если есть хотя бы одна ячейка пустая. how = 'all' - выкидываем, если есть полностью пустая строка или столбец\n", + "\n", + "2) Вставлять информацию самим:\n", + "- fillna() - это отдельное искусство, как заполнять. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 495 + }, + "id": "uZgh1E3nhkx6", + "outputId": "3a6709c7-3fbc-4260-bcd9-69c47228b013" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroPythonTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolPythonProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroPythonTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroPythonTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroPythonTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
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11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
20USHeitz has made this stellar rosé from the rare...Grignolino9524.0CaliforniaNapa ValleyNapaRoséHeitz
25New ZealandYields were down in 2015, but intensity is up,...Maté's Vineyard9457.0KumeuNaNNaNChardonnayKumeu River
30BulgariaThis Bulgarian Mavrud presents the nose with s...Bergulé9015.0BulgariaNaNNaNMavrudVilla Melnik
35ItalyForest floor, tilled soil, mature berry and a ...Riserva90135.0TuscanyBrunello di MontalcinoNaNSangioveseCarillon
40SpainEarthy plum and cherry aromas score points for...Amandi9017.0GaliciaRibeira SacraNaNMencíaDon Bernardino
45ItalyA blend of 90% Sangiovese and 10% Canaiolo, th...Vigneto Odoardo Beccari Riserva9030.0TuscanyChianti ClassicoNaNRed BlendVignavecchia
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2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
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0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
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descriptionpoints
0This tremendous 100% varietal wine hails from ...96
5Deep, dense and pure from the opening bell, th...95
10Elegance, complexity and structure come togeth...95
15First made in 2006, this succulent luscious Ch...95
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" + ], + "text/plain": [ + " description points\n", + "0 This tremendous 100% varietal wine hails from ... 96\n", + "5 Deep, dense and pure from the opening bell, th... 95\n", + "10 Elegance, complexity and structure come togeth... 95\n", + "15 First made in 2006, this succulent luscious Ch... 95\n", + "20 Heitz has made this stellar rosé from the rare... 95" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.iloc[::5, [1,3]].head() # Отобразим каждую 5 строку и 1 и 3 столбец" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "sIao6149hkyy" + }, + "source": [ + "#### Отбор с условиями\n", + "\n", + "Так, а если мне нужны вина дороже $15 долларов? Как быть?" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": { + "id": "YsIrLdRnhkyy" + }, + "outputs": [], + "source": [ + "#задаем маску\n", + "mask = data['price'] > 15" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 119 + }, + "id": "nfVB6YBbhky0", + "outputId": "ebfb750f-f4f2-43a3-c62b-4e39273046de" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0 True\n", + "1 True\n", + "2 True\n", + "3 True\n", + "4 True\n", + "Name: price, dtype: bool" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mask.head() # Отобразим маску" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 359 + }, + "id": "FADnit0Ghky2", + "outputId": "16cf6881-4c3c-408e-f661-4141182143d5" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
.................................
150924FranceReally fine for a low-acid vintage, there's an...Diamant Bleu9170.0ChampagneChampagneNaNChampagne BlendHeidsieck & Co Monopole
150925ItalyMany people feel Fiano represents southern Ita...NaN9120.0Southern ItalyFiano di AvellinoNaNWhite BlendFeudi di San Gregorio
150926FranceOffers an intriguing nose with ginger, lime an...Cuvée Prestige9127.0ChampagneChampagneNaNChampagne BlendH.Germain
150927ItalyThis classic example comes from a cru vineyard...Terre di Dora9120.0Southern ItalyFiano di AvellinoNaNWhite BlendTerredora
150928FranceA perfect salmon shade, with scents of peaches...Grand Brut Rosé9052.0ChampagneChampagneNaNChampagne BlendGosset
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103342 rows × 10 columns

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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "... ... ... \n", + "150924 France Really fine for a low-acid vintage, there's an... \n", + "150925 Italy Many people feel Fiano represents southern Ita... \n", + "150926 France Offers an intriguing nose with ginger, lime an... \n", + "150927 Italy This classic example comes from a cru vineyard... \n", + "150928 France A perfect salmon shade, with scents of peaches... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "... ... ... ... ... \n", + "150924 Diamant Bleu 91 70.0 Champagne \n", + "150925 NaN 91 20.0 Southern Italy \n", + "150926 Cuvée Prestige 91 27.0 Champagne \n", + "150927 Terre di Dora 91 20.0 Southern Italy \n", + "150928 Grand Brut Rosé 90 52.0 Champagne \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "... ... ... ... \n", + "150924 Champagne NaN Champagne Blend \n", + "150925 Fiano di Avellino NaN White Blend \n", + "150926 Champagne NaN Champagne Blend \n", + "150927 Fiano di Avellino NaN White Blend \n", + "150928 Champagne NaN Champagne Blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "... ... \n", + "150924 Heidsieck & Co Monopole \n", + "150925 Feudi di San Gregorio \n", + "150926 H.Germain \n", + "150927 Terredora \n", + "150928 Gosset \n", + "\n", + "[103342 rows x 10 columns]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#и отбираем данные\n", + "temp = data[mask] # Выбираем данные из датафрейма в соответствии с маской и записываем их в новый даатафрейм temp\n", + "temp # Отображаем temp" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "EHT3VYtNhky4", + "outputId": "84091e0c-6995-4d73-b63a-c69aeec6ecd4" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
898ItalyAromas of crushed plum, asphalt, oak, toast, e...Sorì Tildin92500.0PiedmontLangheNaNRed BlendGaja
2145FranceFull of ripe fruit, opulent and concentrated, ...NaN100848.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau Haut-Brion
2155FranceThere is a sense of pure juicy black-currant f...NaN97450.0BordeauxMargauxNaNBordeaux-style Red BlendChâteau Margaux
2159FranceWith seriously dense tannins, this shows great...NaN97330.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau Haut-Brion
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
2145FranceFull of ripe fruit, opulent and concentrated, ...NaN100848.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau Haut-Brion
2155FranceThere is a sense of pure juicy black-currant f...NaN97450.0BordeauxMargauxNaNBordeaux-style Red BlendChâteau Margaux
2159FranceWith seriously dense tannins, this shows great...NaN97330.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau Haut-Brion
2434FranceWith 83% Sémillon in the blend, this wine has ...NaN97698.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau La Mission Haut-Brion
2673FranceAs with Clos de Vougeot in red, every producer...NaN90238.0BurgundyCorton-CharlemagneNaNChardonnayJean-Luc and Paul Aegerter
2733FranceRichly endowed, the wine is beautifully concen...NaN95202.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau La Mission Haut-Brion
2742FranceThis is a powerfully structured wine from a 18...NaN95250.0BordeauxPomerolNaNBordeaux-style Red BlendChâteau Trotanoy
7796FranceThis is full of fruit and weighty tannins. Com...NaN96240.0BurgundyChambertinNaNPinot NoirDomaine Rossignol-Trapet
7798FranceInitially, this is a richly ripe wine with tro...NaN96315.0BurgundyChevalier-MontrachetNaNChardonnayBouchard Père & Fils
8071FranceRounded and rich, it is full of dark fruits an...Clos des Cortons Faiveley95225.0BurgundyCorton-RognetNaNPinot NoirDomaine Faiveley
8072FranceThis is the big one, one of the most treasured...NaN95520.0BurgundyMontrachetNaNChardonnayLouis Latour
8074FranceA small, acre-sized parcel gives a wine that h...NaN95300.0BurgundyChambertin Clos de BèzeNaNPinot NoirChanson Père et Fils
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" + ], + "text/plain": [ + " country ... winery\n", + "0 US ... Heitz\n", + "16 US ... Hall\n", + "18 France ... Château Lagrézette\n", + "2145 France ... Château Haut-Brion\n", + "2155 France ... Château Margaux\n", + "2159 France ... Château Haut-Brion\n", + "2434 France ... Château La Mission Haut-Brion\n", + "2673 France ... Jean-Luc and Paul Aegerter\n", + "2733 France ... Château La Mission Haut-Brion\n", + "2742 France ... Château Trotanoy\n", + "7796 France ... Domaine Rossignol-Trapet\n", + "7798 France ... Bouchard Père & Fils\n", + "8071 France ... Domaine Faiveley\n", + "8072 France ... Louis Latour\n", + "8074 France ... Chanson Père et Fils\n", + "\n", + "[15 rows x 10 columns]" + ] + }, + "execution_count": 44, + "metadata": { + "tags": [] + }, + "output_type": "execute_result" + } + ], + "source": [ + "data[(data.price > 200) & ((data.country == 'US') | (data.country == 'France'))].head(15) # Составное условие" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Da0WfR_5hky_" + }, + "outputs": [], + "source": [ + "### Мультииндексация" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "gIqtjR45hky_", + "outputId": "48a1fdf1-4c7f-4c3c-8e76-b9e773cb15c7" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head() # Отобразим наш датафрем" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "JizHrXguhkzC", + "outputId": "4b793963-14d9-4f87-bb3f-b26bb14d2d8e" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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descriptiondesignationpointsprovinceregion_1region_2varietywinery
countryprice
Albania20.020220022
Argentina4.032333033
5.091999099
6.0741974747407474
7.0611961616106161
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230.022222022
250.011111011
Australia5.011011111101111
6.092999099
7.0512151515105151
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" + ], + "text/plain": [ + " description designation points province region_1 \\\n", + "country price \n", + "Albania 20.0 2 0 2 2 0 \n", + "Argentina 4.0 3 2 3 3 3 \n", + " 5.0 9 1 9 9 9 \n", + " 6.0 74 19 74 74 74 \n", + " 7.0 61 19 61 61 61 \n", + "... ... ... ... ... ... \n", + " 230.0 2 2 2 2 2 \n", + " 250.0 1 1 1 1 1 \n", + "Australia 5.0 11 0 11 11 11 \n", + " 6.0 9 2 9 9 9 \n", + " 7.0 51 21 51 51 51 \n", + "\n", + " region_2 variety winery \n", + "country price \n", + "Albania 20.0 0 2 2 \n", + "Argentina 4.0 0 3 3 \n", + " 5.0 0 9 9 \n", + " 6.0 0 74 74 \n", + " 7.0 0 61 61 \n", + "... ... ... ... \n", + " 230.0 0 2 2 \n", + " 250.0 0 1 1 \n", + "Australia 5.0 0 11 11 \n", + " 6.0 0 9 9 \n", + " 7.0 0 51 51 \n", + "\n", + "[100 rows x 8 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_ = data.groupby(['country', 'price']).count() # Сграппируем данные сначала по странам, а затем по price\n", + "data_.head(100) # Отобразим первые 50 строк нового датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 450 + }, + "id": "hE9aG1imhkzG", + "outputId": "b2abe0e9-93f7-4044-e88c-844918452e52" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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descriptiondesignationpointsprovinceregion_1region_2varietywinery
price
4.092999999
5.03316333333323333
6.05813585858585858
7.020658206206206203206206
8.0458188458458456444458458
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350.050555455
450.010111111
500.032333333
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2013.011111111
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" + ], + "text/plain": [ + " description designation points province region_1 region_2 \\\n", + "price \n", + "4.0 9 2 9 9 9 9 \n", + "5.0 33 16 33 33 33 32 \n", + "6.0 58 13 58 58 58 58 \n", + "7.0 206 58 206 206 206 203 \n", + "8.0 458 188 458 458 456 444 \n", + "... ... ... ... ... ... ... \n", + "350.0 5 0 5 5 5 4 \n", + "450.0 1 0 1 1 1 1 \n", + "500.0 3 2 3 3 3 3 \n", + "625.0 2 2 2 2 2 2 \n", + "2013.0 1 1 1 1 1 1 \n", + "\n", + " variety winery \n", + "price \n", + "4.0 9 9 \n", + "5.0 33 33 \n", + "6.0 58 58 \n", + "7.0 206 206 \n", + "8.0 458 458 \n", + "... ... ... \n", + "350.0 5 5 \n", + "450.0 1 1 \n", + "500.0 3 3 \n", + "625.0 2 2 \n", + "2013.0 1 1 \n", + "\n", + "[149 rows x 8 columns]" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_.loc['US'] # Отобразим все данные для 'US'" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 170 + }, + "id": "ZteYvkfehkzL", + "outputId": "938087ed-492f-4ddf-c3f1-16ca3b38f331" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "description 318\n", + "designation 261\n", + "points 318\n", + "province 318\n", + "region_1 318\n", + "region_2 317\n", + "variety 318\n", + "winery 318\n", + "Name: (US, 100.0), dtype: int64" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_.loc['US', 100] # Отобразим данные для 'US', у кого 100 points" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6o6JX1OnhkzP" + }, + "outputs": [], + "source": [ + "#### Как изменять значения в табличке" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "sVulAc0HsaLu", + "outputId": "6fca9bb4-357b-4398-e509-6191a1ee9e74" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_backup = data.copy() # Создаем копию нашего датафрейма и записываем в переменную data_backup\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 297 + }, + "id": "eMhSX4jqhkzP", + "outputId": "5ee71b23-0935-46c4-925f-912e28eeda25" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USkotikiMartha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...1299690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...newnewnewOregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...newnewnewProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
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" + ], + "text/plain": [ + " country description \\\n", + "0 US kotiki \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 129 96 90.0 California \n", + "3 new new new Oregon \n", + "4 new new new Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez " + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.iloc[0,1] = 'kotiki' # Вставляем новое значение в 0 строку и 1 стоблец\n", + "data.iloc[2,2] = '129' # Вставляем новое значение в 2 строку и 2 стоблец\n", + "data.iloc[3:5,2:5] = 'new' # Вставляем новое значение с 3 по 5 строку и со 2го по 5ый стоблец\n", + "data.head(8)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": { + "id": "RZvBCkMCsiOT" + }, + "outputs": [], + "source": [ + "data = data_backup.copy() # Восстанавливаем данные из копии" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "SNliNx3TPCTX", + "outputId": "2f0ccacf-df6b-4499-c844-12be866957dc" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
\n", + "
" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "qXlU-wqyhkzT", + "outputId": "b65e6f8a-0562-43d7-b09a-ff2c8f9eab35" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard2001000.0CaliforniaNapa ValleySyberiaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva2001000.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySyberiaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleySyberiaPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
\n", + "
" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 200 1000.0 California \n", + "1 Carodorum Selección Especial Reserva 200 1000.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety winery \n", + "0 Napa Valley Syberia Cabernet Sauvignon Heitz \n", + "1 Toro NaN Tinta de Toro Bodega Carmen Rodríguez \n", + "2 Knights Valley Syberia Sauvignon Blanc Macauley \n", + "3 Willamette Valley Syberia Pinot Noir Ponzi \n", + "4 Bandol NaN Provence red blend Domaine de la Bégude " + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.loc[data.country == 'US', 'region_2'] = 'Syberia'\n", + "data.loc[data.price > 100, 'points'] = 200\n", + "data.loc[data.price > 100, 'price'] = 1000\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6PumqSIU7Q7U" + }, + "outputs": [], + "source": [ + "## Перевод в Numpy\n" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 51 + }, + "id": "Obs9TzQ9E8ss", + "outputId": "7ea94ae7-0ee5-4773-be88-14ab92522349" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(150930, 10)\n" + ] + }, + { + "data": { + "text/plain": [ + "dtype('O')" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np_data = data.values # Получаем данные из датафрейма и записываем их в переменную np_data\n", + "print(np_data.shape) # Выводим размерность np_data\n", + "np_data.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 105 + }, + "id": "y1n1cNpdrFqQ", + "outputId": "f6f3c2df-9732-40ed-8569-5d53223b9a24" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['US'\n", + " 'This tremendous 100% varietal wine hails from Oakville and was aged over three years in oak. Juicy red-cherry fruit and a compelling hint of caramel greet the palate, framed by elegant, fine tannins and a subtle minty tone in the background. Balanced and rewarding from start to finish, it has years ahead of it to develop further nuance. Enjoy 2022–2030.'\n", + " \"Martha's Vineyard\" 200 1000.0 'California' 'Napa Valley' 'Syberia'\n", + " 'Cabernet Sauvignon' 'Heitz']\n" + ] + } + ], + "source": [ + "print(np_data[0]) # Выводим 0ой элемент из массива" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 717 + }, + "id": "UsAcU8mBnWwn", + "outputId": "4eec37c8-c418-4140-de98-c4ec5b6bbe8b" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['US'\n", + " 'This tremendous 100% varietal wine hails from Oakville and was aged over three years in oak. Juicy red-cherry fruit and a compelling hint of caramel greet the palate, framed by elegant, fine tannins and a subtle minty tone in the background. Balanced and rewarding from start to finish, it has years ahead of it to develop further nuance. Enjoy 2022–2030.'\n", + " \"Martha's Vineyard\" 200 1000.0 'California' 'Napa Valley' 'Syberia'\n", + " 'Cabernet Sauvignon' 'Heitz']\n", + "['Spain'\n", + " 'Ripe aromas of fig, blackberry and cassis are softened and sweetened by a slathering of oaky chocolate and vanilla. This is full, layered, intense and cushioned on the palate, with rich flavors of chocolaty black fruits and baking spices. A toasty, everlasting finish is heady but ideally balanced. Drink through 2023.'\n", + " 'Carodorum Selección Especial Reserva' 200 1000.0 'Northern Spain' 'Toro'\n", + " nan 'Tinta de Toro' 'Bodega Carmen Rodríguez']\n", + "['US'\n", + " 'Mac Watson honors the memory of a wine once made by his mother in this tremendously delicious, balanced and complex botrytised white. Dark gold in color, it layers toasted hazelnut, pear compote and orange peel flavors, reveling in the succulence of its 122 g/L of residual sugar.'\n", + " 'Special Selected Late Harvest' 96 90.0 'California' 'Knights Valley'\n", + " 'Syberia' 'Sauvignon Blanc' 'Macauley']\n", + "['US'\n", + " \"This spent 20 months in 30% new French oak, and incorporates fruit from Ponzi's Aurora, Abetina and Madrona vineyards, among others. Aromatic, dense and toasty, it deftly blends aromas and flavors of toast, cigar box, blackberry, black cherry, coffee and graphite. Tannins are polished to a fine sheen, and frame a finish loaded with dark chocolate and espresso. Drink now through 2032.\"\n", + " 'Reserve' 96 65.0 'Oregon' 'Willamette Valley' 'Syberia' 'Pinot Noir'\n", + " 'Ponzi']\n", + "['France'\n", + " 'This is the top wine from La Bégude, named after the highest point in the vineyard at 1200 feet. It has structure, density and considerable acidity that is still calming down. With 18 months in wood, the wine has developing an extra richness and concentration. Produced by the Tari family, formerly of Château Giscours in Margaux, it is a wine made for aging. Drink from 2020.'\n", + " 'La Brûlade' 95 66.0 'Provence' 'Bandol' nan 'Provence red blend'\n", + " 'Domaine de la Bégude']\n", + "['Spain'\n", + " 'Deep, dense and pure from the opening bell, this Toro is a winner. Aromas of dark ripe black fruits are cool and moderately oaked. This feels massive on the palate but sensationally balanced. Flavors of blackberry, coffee, mocha and toasty oak finish spicy, smooth and heady. Drink this exemplary Toro through 2023.'\n", + " 'Numanthia' 95 73.0 'Northern Spain' 'Toro' nan 'Tinta de Toro'\n", + " 'Numanthia']\n", + "['Spain'\n", + " \"Slightly gritty black-fruit aromas include a sweet note of pastry along with a hint of prune. Wall-to-wall saturation ensures that all corners of one's mouth are covered. Flavors of blackberry, mocha and chocolate are highly impressive and expressive, while this settles nicely on a long finish. Drink now through 2024.\"\n", + " 'San Román' 95 65.0 'Northern Spain' 'Toro' nan 'Tinta de Toro'\n", + " 'Maurodos']\n", + "['Spain'\n", + " 'Lush cedary black-fruit aromas are luxe and offer notes of marzipan and vanilla. This bruiser is massive and tannic on the palate, but still lush and friendly. Chocolate is a key flavor, while baked berry and cassis flavors are hardly wallflowers. On the finish, this is tannic and deep as a sea trench. Drink this saturated black-colored Toro through 2023.'\n", + " 'Carodorum Único Crianza' 200 1000.0 'Northern Spain' 'Toro' nan\n", + " 'Tinta de Toro' 'Bodega Carmen Rodríguez']\n", + "['US'\n", + " \"This re-named vineyard was formerly bottled as deLancellotti. You'll find striking minerality underscoring chunky black fruits. Accents of citrus and graphite comingle, with exceptional midpalate concentration. This is a wine to cellar, though it is already quite enjoyable. Drink now through 2030.\"\n", + " 'Silice' 95 65.0 'Oregon' 'Chehalem Mountains' 'Syberia' 'Pinot Noir'\n", + " 'Bergström']\n", + "['US'\n", + " 'The producer sources from two blocks of the vineyard for this wine—one at a high elevation, which contributes bright acidity. Crunchy cranberry, pomegranate and orange peel flavors surround silky, succulent layers of texture that present as fleshy fruit. That delicately lush flavor has considerable length.'\n", + " \"Gap's Crown Vineyard\" 95 60.0 'California' 'Sonoma Coast' 'Syberia'\n", + " 'Pinot Noir' 'Blue Farm']\n" + ] + } + ], + "source": [ + "# Выведем первые 10 элементов из np_data\n", + "for i in range(10):\n", + " print(np_data[i])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8F6G2AUnKFCA" + }, + "source": [ + "# **Глоссарий**\n", + "\n", + "\n", + "pd.DataFrame(данные, columns = [колонки, если есть], index = [индексы ,если есть]) - создать датафрейм\n", + "\n", + "pd.read_csv(полный адрес расположения файла) - открыть .csv файл\n", + "\n", + "------------\n", + "\n", + ".head() - посмотреть верхушку датафрейма (первые n строк)\n", + "\n", + ".tail() - посмотреть конец датафрейма (последние n строк)\n", + "\n", + ".columns - список колонок датафрейма\n", + "\n", + ".values - вывести массив всех значений датафрейма\n", + "\n", + ".index - список индексов датафрейма\n", + "\n", + ".tolist() - перевести в список\n", + "\n", + ".count() - посчитать количество определенных величин во фрейме\n", + "\n", + ".describe() - посмотреть основные статистические характеристики фрейма\n", + "\n", + ".shape - форма фрейма (строки, колонки)\n", + "\n", + ".size - размер фрейма строки*колонки\n", + "\n", + ".info() - информация о данных каждой колонки\n", + "\n", + ".dtypes - тип данных каждой колонки\n", + "\n", + ".isnull() - где недостает значений\n", + "\n", + ".isna()- есть ли значения None\n", + "\n", + ".dropna() - выкинуть строки/колонки с None\n", + "\n", + ".fillna() - заполнить заданным значеним ячейки, где есть None\n", + "\n", + ".loc[] - вывести значения по названиям колонок\n", + "\n", + ".iloc[] - вывести значения по индексам колонок\n", + "\n", + ".drop() - выкинуть определенные значения\n", + "\n", + "--------------\n", + "\n", + "pd.to_datetime(колонка, которую переводим в формат временного ряда)\n", + "\n", + ".groupby() - сгруппировать по конкретному признаку\n", + "\n", + ".copy() - создать копию\n", + "\n", + ".sort_values() - сортировка значений\n", + "\n", + "pd.concat([df1,df2]) - конкатенация фреймов\n", + "\n", + ".merge(второй_датафрейм, on = 'общая колонка, по которой склеиваем', how = 'с какой стороны') - конкатенация фреймов через общий признак\n", + "\n", + "-------------\n", + "\n", + "\n", + ".corr() - вычислить корреляцию\n", + "\n", + ".median() - вычислить медиану\n", + "\n", + ".cumsum() - вычислить куммулятивную сумму\n", + "\n", + ".cumprod() - вычислить коммулятивное произведение\n", + "\n", + ".cummax() - вычислить коммулятивный максимум\n", + "\n", + "-------------\n", + "\n", + ".quantile([]) - вычислить квантили\n", + "\n", + ".nunique() - уникальные значения для n-колонок/строк\n", + "\n", + ".unique() - уникальные значения определенной колонки/строк\n", + "\n", + "------------\n", + "\n", + ".apply(функция) - применить функцию для колонки/строки\n", + "\n", + ".agg(набор_функций) - применить ряд функций для колонки/строки\n" + ] + } + ], + "metadata": { + "colab": { + "provenance": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.1" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/.ipynb_checkpoints/my_jupyter-checkpoint.ipynb b/.ipynb_checkpoints/my_jupyter-checkpoint.ipynb new file mode 100644 index 0000000..5044432 --- /dev/null +++ b/.ipynb_checkpoints/my_jupyter-checkpoint.ipynb @@ -0,0 +1,4325 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "74e95b6f-3419-4dde-947e-81283780b341", + "metadata": {}, + "source": [ + "# Лабораторная работа 1" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6671a5aa-f0db-4abd-89f8-cb185105353a", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c8396594-e4dc-4b28-8a9c-8e32bf169c41", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 NaN 204.890455 20791.318981 7.300212 368.516441 564.308654 \n", + "1 3.716080 129.422921 18630.057858 6.635246 NaN 592.885359 \n", + "2 8.099124 224.236259 19909.541732 9.275884 NaN 418.606213 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 363.266516 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 398.410813 \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 10.379783 86.990970 2.963135 0 \n", + "1 15.180013 56.329076 4.500656 0 \n", + "2 16.868637 66.420093 3.055934 0 \n", + "3 18.436524 100.341674 4.628771 0 \n", + "4 11.558279 31.997993 4.075075 0 " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv('water_potability.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data\n", + "data.head() # С помощью метода head выводим первые 5 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6ad6f05e-a68e-46c0-b570-d43d5025d3f3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 NaN \n", + "3273 9.419510 175.762646 33155.578218 7.350233 NaN \n", + "3274 5.126763 230.603758 11983.869376 6.303357 NaN \n", + "3275 7.874671 195.102299 17404.177061 7.509306 NaN \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 NaN 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "4d32d829-d22f-4841-b1f9-b17fc8243a2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3276, 10)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "15e25306-3adf-4105-9287-b20e1f2d13e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "32760" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "7ff6ca24-ceda-4e88-9ad5-62acab824077", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 2785\n", + "Hardness 3276\n", + "Solids 3276\n", + "Chloramines 3276\n", + "Sulfate 2495\n", + "Conductivity 3276\n", + "Organic carbon 3276\n", + "Trihalomethanes 3114\n", + "Turbidity 3276\n", + "Potability 3276\n", + "dtype: int64" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "fed012f7-499a-449b-bae9-0ed353fe0f45", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 3276 entries, 0 to 3275\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 ph 2785 non-null float64\n", + " 1 Hardness 3276 non-null float64\n", + " 2 Solids 3276 non-null float64\n", + " 3 Chloramines 3276 non-null float64\n", + " 4 Sulfate 2495 non-null float64\n", + " 5 Conductivity 3276 non-null float64\n", + " 6 Organic carbon 3276 non-null float64\n", + " 7 Trihalomethanes 3114 non-null float64\n", + " 8 Turbidity 3276 non-null float64\n", + " 9 Potability 3276 non-null int64 \n", + "dtypes: float64(9), int64(1)\n", + "memory usage: 256.1 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "71c60116-ccf6-47fa-a20f-fb941717cd33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph float64\n", + "Hardness float64\n", + "Solids float64\n", + "Chloramines float64\n", + "Sulfate float64\n", + "Conductivity float64\n", + "Organic carbon float64\n", + "Trihalomethanes float64\n", + "Turbidity float64\n", + "Potability int64\n", + "dtype: object" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "ed9d0216-3e60-4aac-a05b-ee2649c07d9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
count2785.0000003276.0000003276.0000003276.0000002495.0000003276.0000003276.0000003114.0000003276.0000003276.000000
mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe() # Отобразим описательные статистики нашего датафрейма (только числовые данные)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "4682e9ad-ec28-4bdf-8be5-d1d0b0643de8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 True False False False False False \n", + "1 False False False False True False \n", + "2 False False False False True False \n", + "3 False False False False False False \n", + "4 False False False False False False \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 False False False False \n", + "1 False False False False \n", + "2 False False False False \n", + "3 False False False False \n", + "4 False False False False " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "markdown", + "id": "17eecd3a-51a0-4e69-add3-781cd51be836", + "metadata": {}, + "source": [ + "___\n", + "№2" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "42d0d6d1-e191-4483-9175-2adeed093b3d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 491\n", + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 781\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 162\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b80fab70-d390-4118-9c21-cf0b22bd169e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 0.149878\n", + "Hardness 0.000000\n", + "Solids 0.000000\n", + "Chloramines 0.000000\n", + "Sulfate 0.238400\n", + "Conductivity 0.000000\n", + "Organic carbon 0.000000\n", + "Trihalomethanes 0.049451\n", + "Turbidity 0.000000\n", + "Potability 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # часть которую составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "699915ac-adcf-4868-87aa-69ae89f95e01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1434\n", + "4.4%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum()\n", + "print(proc)\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "b9ff4f68-a533-42a4-bfc2-72c2bc6cd8c1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "cb791d0b-449d-4dea-8db8-12dd126ba327", + "metadata": {}, + "source": [ + "Наверное откидывать треть значений не самая лучшая идея, поэтому подготовим ещё один датасет заплонив значаения.\n", + "\n", + "ph:\n", + "\n", + "Среднее (7.08) и медиана (7.04) очень близки. Но есть выбросы (минимум 0), лучше использовать медиану.\n", + "\n", + "Sulfate:\n", + "\n", + "Среднее (333.78) и медиана (333.07) тоже близки. Нет явных выбросов → можно заполнить средним.\n", + "\n", + "Trihalomethanes:\n", + "\n", + "Среднее (66.40) и медиана (66.62) похожи. Есть выбросы (min = 0.738, max = 124) → лучше взять медиану." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "06ca30b3-71c0-47ba-9ac4-8557a44305c4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "... ... ... ... ... ... \n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 333.775777 \n", + "3273 9.419510 175.762646 33155.578218 7.350233 333.775777 \n", + "3274 5.126763 230.603758 11983.869376 6.303357 333.775777 \n", + "3275 7.874671 195.102299 17404.177061 7.509306 333.775777 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "... ... ... ... ... ... \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 66.622485 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 \n", + "\n", + "[3276 rows x 10 columns]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = data.copy(deep=True) # Создадим копию исходного датафрейма, чтобы его не изменять\n", + "# Заполняем NaN значениями в зависимости от их распределения\n", + "df2['ph'] = df2['ph'].fillna(df2['ph'].median()) # Медиана устойчивее к выбросам\n", + "df2['Sulfate'] = df2['Sulfate'].fillna(df2['Sulfate'].mean()) # Среднее, так как нет сильных выбросов\n", + "df2['Trihalomethanes'] = df2['Trihalomethanes'].fillna(df2['Trihalomethanes'].median()) # Медиана, так как есть выбросы\n", + "df2" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "126bf027-765f-4d5c-8c1d-92f6f43edb58", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n" + ] + } + ], + "source": [ + "proc = df.isna().sum().sum()\n", + "print(proc)" + ] + }, + { + "cell_type": "markdown", + "id": "8763ef2c-f8e7-450c-abf4-215568922bc1", + "metadata": {}, + "source": [ + "___\n", + "# №3" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "570103c7-bf99-4794-b79f-cd4d299c1ae7", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "4e2deea1-6cf2-477e-97c3-4103cef357ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pandas.core.frame.DataFrame" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(df2)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "e1b48a2e-6d3d-4341-9a12-9a46bfe19725", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питью
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины сульфат \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "\n", + " проводимость органический углерод тригалометаны мутность \\\n", + "0 564.308654 10.379783 86.990970 2.963135 \n", + "1 592.885359 15.180013 56.329076 4.500656 \n", + "\n", + " пригодность к питью \n", + "0 0 \n", + "1 0 " + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3 = df2.copy(deep=True)\n", + "# Заготовим словарь с переводом колонок\n", + "column_translation = {\n", + " 'ph': 'водородный показатель',\n", + " 'hardness': 'жесткость',\n", + " 'solids': 'твердые частицы',\n", + " 'chloramines': 'хлорамины',\n", + " 'sulfate': 'сульфат',\n", + " 'conductivity': 'проводимость',\n", + " 'organic_carbon': 'органический углерод',\n", + " 'trihalomethanes': 'тригалометаны',\n", + " 'turbidity': 'мутность',\n", + " 'potability': 'пригодность к питью'\n", + "}\n", + "df3.columns = [\n", + " f\"{column_translation.get(col, col)}\" \n", + " for col in df3.columns\n", + "]\n", + "df3.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "8a8424b1-7ba5-49a8-957e-40b48b055ff6", + "metadata": {}, + "outputs": [], + "source": [ + "# Создаем новый признак: \"Чрезвычайно высокий уровень органического углерода\" (>25)\n", + "df3['высокий уровень органического углерода'] = (df3['органический углерод'] > 25).astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "de8c1373-78e7-49c8-8401-a2fcf71d4fef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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207514.000000235.67745824008.9920405.635029381.097711460.74526713.45253872.8594683.17099400
286813.541240187.60679213475.9127736.756055333.775777411.26446515.14266774.4485593.52919100
289513.349889152.77645518464.9007756.717973334.864070450.84636917.19256485.8835232.53107500
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины \\\n", + "263 13.175402 47.432000 19237.949676 8.907020 \n", + "2075 14.000000 235.677458 24008.992040 5.635029 \n", + "2868 13.541240 187.606792 13475.912773 6.756055 \n", + "2895 13.349889 152.776455 18464.900775 6.717973 \n", + "\n", + " сульфат проводимость органический углерод тригалометаны мутность \\\n", + "263 375.147315 500.245952 12.083896 66.622485 4.106924 \n", + "2075 381.097711 460.745267 13.452538 72.859468 3.170994 \n", + "2868 333.775777 411.264465 15.142667 74.448559 3.529191 \n", + "2895 334.864070 450.846369 17.192564 85.883523 2.531075 \n", + "\n", + " пригодность к питью высокий уровень органического углерода \n", + "263 1 0 \n", + "2075 0 0 \n", + "2868 0 0 \n", + "2895 0 0 " + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3[(df3['водородный показатель'] >= 13)].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "c749d71b-1f53-4e6a-8f7b-803eef90dbc6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [водородный показатель, жесткость, твердые частицы, хлорамины, сульфат, проводимость, органический углерод, тригалометаны, мутность, пригодность к питью, высокий уровень органического углерода]\n", + "Index: []" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Удаляем явные выбросы в pH\n", + "df3 = df3[(df3['водородный показатель'] > 0) & (df3['водородный показатель'] <= 13)]\n", + "df3[(df3['водородный показатель'] >= 13) | (df3['водородный показатель'] == 0)].head()" + ] + }, + { + "cell_type": "markdown", + "id": "126a6de3-c893-4211-b496-9f0a0798b413", + "metadata": {}, + "source": [ + "___\n", + "# №4" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "4913b66c-953f-45bb-8ac3-97ab96a729a0", + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "cbe19125-f052-4188-9c0a-120a100cc280", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbiditypotabilityturbidity_levelturbidity_level_encoded
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350low1
13.716080129.42292118630.0578586.635246333.775777592.88535915.18001356.3290764.5006560high0
28.099124224.23625919909.5417329.275884333.775777418.60621316.86863766.4200933.0559340low1
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710high0
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750high0
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080low1
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890low1
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250high0
87.036752118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170low1
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620high0
107.360640165.52079732452.6144097.550701326.624353425.38341915.58681078.7400163.6622920low1
117.974522218.69330018767.6566828.110385333.775777364.09823014.52574676.4859114.0117180high0
127.119824156.70499318730.8136533.606036282.344050347.71502715.92953679.5007783.4457560low1
137.036752150.17492327331.3619626.838223299.415781379.76183519.37080776.5099964.4139740high0
147.496232205.34498228388.0048875.072558333.775777444.64535213.22831170.3002134.7773820high0
156.347272186.73288141065.2347659.629596364.487687516.74328211.53978175.0716174.3763480high0
167.051786211.04940630980.60078710.094796333.775777315.14126720.39702256.6516044.2684290high0
179.181560273.81380724041.3262806.904990398.350517477.97464213.38734171.4573624.5036610high0
188.975464279.35716719460.3981316.204321333.775777431.44399012.88875963.8212372.4360860low1
197.371050214.49661025630.3200374.432669335.754439469.91455112.50916462.7972772.5602990low1
207.036752227.43504822305.56741410.333918333.775777554.82008616.33169345.3828154.1334230high0
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" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "5 5.584087 188.313324 28748.687739 7.544869 326.678363 \n", + "6 10.223862 248.071735 28749.716544 7.513408 393.663396 \n", + "7 8.635849 203.361523 13672.091764 4.563009 303.309771 \n", + "8 7.036752 118.988579 14285.583854 7.804174 268.646941 \n", + "9 11.180284 227.231469 25484.508491 9.077200 404.041635 \n", + "10 7.360640 165.520797 32452.614409 7.550701 326.624353 \n", + "11 7.974522 218.693300 18767.656682 8.110385 333.775777 \n", + "12 7.119824 156.704993 18730.813653 3.606036 282.344050 \n", + "13 7.036752 150.174923 27331.361962 6.838223 299.415781 \n", + "14 7.496232 205.344982 28388.004887 5.072558 333.775777 \n", + "15 6.347272 186.732881 41065.234765 9.629596 364.487687 \n", + "16 7.051786 211.049406 30980.600787 10.094796 333.775777 \n", + "17 9.181560 273.813807 24041.326280 6.904990 398.350517 \n", + "18 8.975464 279.357167 19460.398131 6.204321 333.775777 \n", + "19 7.371050 214.496610 25630.320037 4.432669 335.754439 \n", + "20 7.036752 227.435048 22305.567414 10.333918 333.775777 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity potability \\\n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "5 280.467916 8.399735 54.917862 2.559708 0 \n", + "6 283.651634 13.789695 84.603556 2.672989 0 \n", + "7 474.607645 12.363817 62.798309 4.401425 0 \n", + "8 389.375566 12.706049 53.928846 3.595017 0 \n", + "9 563.885481 17.927806 71.976601 4.370562 0 \n", + "10 425.383419 15.586810 78.740016 3.662292 0 \n", + "11 364.098230 14.525746 76.485911 4.011718 0 \n", + "12 347.715027 15.929536 79.500778 3.445756 0 \n", + "13 379.761835 19.370807 76.509996 4.413974 0 \n", + "14 444.645352 13.228311 70.300213 4.777382 0 \n", + "15 516.743282 11.539781 75.071617 4.376348 0 \n", + "16 315.141267 20.397022 56.651604 4.268429 0 \n", + "17 477.974642 13.387341 71.457362 4.503661 0 \n", + "18 431.443990 12.888759 63.821237 2.436086 0 \n", + "19 469.914551 12.509164 62.797277 2.560299 0 \n", + "20 554.820086 16.331693 45.382815 4.133423 0 \n", + "\n", + " turbidity_level turbidity_level_encoded \n", + "0 low 1 \n", + "1 high 0 \n", + "2 low 1 \n", + "3 high 0 \n", + "4 high 0 \n", + "5 low 1 \n", + "6 low 1 \n", + "7 high 0 \n", + "8 low 1 \n", + "9 high 0 \n", + "10 low 1 \n", + "11 high 0 \n", + "12 low 1 \n", + "13 high 0 \n", + "14 high 0 \n", + "15 high 0 \n", + "16 high 0 \n", + "17 high 0 \n", + "18 low 1 \n", + "19 low 1 \n", + "20 high 0 " + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import LabelEncoder, OneHotEncoder\n", + "\n", + "# Копируем датасет\n", + "df4 = df2.copy(deep=True)\n", + "\n", + "## One-Hot Encoding для 'Turbidity' (низкая/высокая)\n", + "df4['turbidity_level'] = df4['turbidity'].apply(lambda x: 'low' if x < 4 else 'high')\n", + "\n", + "ohe = OneHotEncoder(sparse_output=False, drop='first') # drop='first' → избежим дублирования информации\n", + "turbidity_encoded = ohe.fit_transform(df4[['turbidity_level']])\n", + "\n", + "# Добавляем закодированные столбцы в датафрейм\n", + "df4[['turbidity_level_encoded']] = turbidity_encoded.astype(int)\n", + "#df4.drop(columns=['turbidity_level'], inplace=True)\n", + "\n", + "# Проверяем изменения\n", + "df4.head(21)" + ] + }, + { + "cell_type": "markdown", + "id": "19286783-4b81-4de1-bc9d-c5307aaf5eb2", + "metadata": {}, + "source": [ + "___\n", + "# №5" + ] + }, + { + "cell_type": "markdown", + "id": "eeb8af78-2c86-4699-ae77-3cecaf302e8b", + "metadata": {}, + "source": [ + "## Гистограммы распределения\n", + "Гистограммы показывают распределение значений числовых признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "ca7b6281-6b12-49c8-ad0e-b8f24d76e543", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['potability', 'turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "df4_filtered.hist(figsize=(12, 8), bins=40, edgecolor='black')\n", + "plt.suptitle(\"Распределение признаков\", fontsize=16)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4d1f246b-8ab6-40c5-88a9-8b748fee29f4", + "metadata": {}, + "source": [ + "## Boxplot\n", + "Boxplot помогает выявить выбросы и увидеть распределение данных по квартилям(по четырём равным частям)." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "25e08e53-d9f8-4597-b5f4-076fd94ad609", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plt.title(\"Boxplot распределения признаков\")\n", + "\n", + "fig, ax = plt.subplots(9, 1, figsize=(10, 20))\n", + "fig.subplots_adjust(hspace=0.75)\n", + "columns_name = df4.columns[:9]\n", + "for i in range(9) :\n", + " sns.boxplot(x=df4[columns_name[i]], ax=ax[i])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6372a747-b1ff-4bf2-aad2-528f07f2e61b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7dfe93a5-d666-4d99-aa4e-a0ffecf2488b", + "metadata": {}, + "source": [ + "## Матрица корреляций\n", + "Позволяет оценить взаимосвязи между переменными." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "ca6d9dde-d5ad-4d7c-bb87-aad50abc0b6c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.heatmap(df4.drop(columns=['turbidity_level']).corr(), annot=True, cmap=\"coolwarm\", fmt=\".2f\", linewidths=0.5)\n", + "plt.title(\"Матрица корреляций\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8cac80dc-dd78-4449-84e5-b4ecbb350b85", + "metadata": {}, + "source": [ + "## Парные диаграммы\n", + "Отображает распределение и взаимосвязь признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "626c96e9-3c7b-475b-8b31-e16c26395402", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "sns.pairplot(df4_filtered, hue=\"potability\", corner=True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "0e685fe5-871d-4647-a75a-84539605feed", + "metadata": {}, + "source": [ + "## Диаграмма рассеяния" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "e1c0b5e8-0940-45a8-ba03-4b712fa20340", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='turbidity', y='organic_carbon', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь мутности и органического углерода с пригодностью воды\")\n", + "plt.xlabel(\"Мутность (Turbidity)\")\n", + "plt.ylabel(\"Органический углерод (Organic Carbon)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='hardness', y='conductivity', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь жесткости и проводимости с пригодностью воды\")\n", + "plt.xlabel(\"Жесткость воды (Hardness)\")\n", + "plt.ylabel(\"Проводимость (Conductivity)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='ph', y='potability', alpha=0.5, color=\"purple\")\n", + "plt.title(\"Зависимость pH от пригодности воды\")\n", + "plt.xlabel(\"pH\")\n", + "plt.ylabel(\"Пригодность к питью (0 - нет, 1 - да)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "c84f59c6-c486-44f2-bbc7-4abe405505e9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "707e19a4-343f-46fb-a10b-352a5ffda6d4", + "metadata": {}, + "source": [ + "___\n", + "# №6" + ] + }, + { + "cell_type": "markdown", + "id": "d8012d87-7db3-4364-a8a3-f8c731162736", + "metadata": {}, + "source": [ + "### Удаление признаков с низкой дисперсией" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "dcdfff49-6bbf-4c04-ad2b-6dc4558b8ff8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Index(['ph', 'hardness', 'solids', 'chloramines', 'sulfate', 'conductivity',\n", + " 'organic_carbon', 'trihalomethanes', 'turbidity', 'potability'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Создание объекта для удаления признаков с низкой дисперсией\n", + "selector = VarianceThreshold(threshold=0.01) # Устанавливаем порог дисперсии (например, 0.01)\n", + "\n", + "# Применяем фильтр к данным\n", + "df2_filtered = df2[df2.columns[selector.fit(df2).get_support()]] # Оставляем только признаки с высокой дисперсией\n", + "print(df2_filtered.columns) # Печатаем имена оставшихся столбцов" + ] + }, + { + "cell_type": "markdown", + "id": "9fb3797c-cb7e-4d2f-a796-f540d8a60209", + "metadata": {}, + "source": [ + "### Одномерный отбор признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "8f24f758-1ebd-4741-afac-e51c20b309c5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки: Index(['hardness', 'solids', 'chloramines', 'sulfate', 'organic_carbon'], dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_classif\n", + "\n", + "# Отбор признаков, используя критерий f_classif\n", + "X = df2.drop(columns=[\"potability\"]) # Признаки (все столбцы, кроме целевой переменной)\n", + "y = df2[\"potability\"] # Целевая переменная\n", + "\n", + "# Применяем SelectKBest\n", + "selector = SelectKBest(f_classif, k=5) # Отбираем 5 лучших признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим имена выбранных признаков\n", + "selected_columns = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_columns)\n" + ] + }, + { + "cell_type": "markdown", + "id": "797f6113-b44f-43cc-a488-e7530a16eafe", + "metadata": {}, + "source": [ + "### Рекурсивное исключение признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "b2e7a98e-b438-4192-a93d-74c62a29667d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки после RFE: Index(['hardness', 'chloramines', 'sulfate', 'organic_carbon', 'turbidity'], dtype='object')\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " hardness chloramines sulfate organic_carbon turbidity\n", + "0 204.890455 7.300212 368.516441 10.379783 2.963135\n", + "1 129.422921 6.635246 333.775777 15.180013 4.500656\n", + "2 224.236259 9.275884 333.775777 16.868637 3.055934\n", + "3 214.373394 8.059332 356.886136 18.436524 4.628771\n", + "4 181.101509 6.546600 310.135738 11.558279 4.075075\n", + "... ... ... ... ... ...\n", + "3271 193.681735 7.166639 359.948574 13.894419 4.435821\n", + "3272 193.553212 8.061362 333.775777 19.903225 2.798243\n", + "3273 175.762646 7.350233 333.775777 11.039070 3.298875\n", + "3274 230.603758 6.303357 333.775777 11.168946 4.708658\n", + "3275 195.102299 7.509306 333.775777 16.140368 2.309149\n", + "\n", + "[3276 rows x 5 columns]" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LogisticRegression\n", + "\n", + "# Признаки и целевая переменная\n", + "X = df2.drop(columns=[\"potability\"])\n", + "y = df2[\"potability\"]\n", + "\n", + "model = LogisticRegression(max_iter=2000)\n", + "selector = RFE(model, n_features_to_select=5) # Выбираем 5 признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "selected_columns_rfe = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки после RFE:\", selected_columns_rfe)\n", + "# Преобразуем данные обратно в DataFrame с исходными именами колонок\n", + "X_new_df = pd.DataFrame(X_new, columns=selected_columns_rfe)\n", + "X_new_df" + ] + }, + { + "cell_type": "markdown", + "id": "ce903807-038b-4f3f-a736-5e91b9ef857c", + "metadata": {}, + "source": [ + "___\n", + "# №7" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "dc6f77de-b579-4933-8e76-1d31944ee2b9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a26ab089-0231-4dd7-907e-49722314d571", + "metadata": {}, + "source": [ + "___\n", + "# №8" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "8de7381d-bcac-4ed1-acb1-37bd104890fd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Размер df4_train: (2620, 9)\n", + "Размер df4_test: (656, 9)\n", + "Размер df4_train_y: (2620,)\n", + "Размер df4_test_y: (656,)\n", + "\n", + "Первые строки df4_train:\n", + " ph hardness solids chloramines sulfate \\\n", + "2214 7.822492 208.636720 22308.821729 5.850328 408.123255 \n", + "1634 6.037428 227.033994 12988.791229 8.476905 392.380529 \n", + "2605 8.445219 228.522860 28966.569327 6.179855 333.775777 \n", + "114 6.745307 218.424637 21871.838700 7.165509 333.775777 \n", + "129 6.506488 202.285938 17087.076902 6.201983 326.662368 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "2214 502.789396 16.135732 60.393982 3.835332 \n", + "1634 306.386283 7.122391 41.190507 3.594217 \n", + "2605 361.705354 14.554220 60.612230 4.400706 \n", + "114 373.050102 16.826619 74.086080 3.902353 \n", + "129 481.771934 16.535186 46.205748 3.548776 \n", + "\n", + "Первые строки df4_test:\n", + " ph hardness solids chloramines sulfate \\\n", + "664 7.036752 188.743562 19037.462638 6.034236 333.775777 \n", + "2530 6.172517 187.787017 10498.635154 7.722561 322.521035 \n", + "2870 7.036752 176.386651 26003.163265 7.809251 358.429774 \n", + "1045 6.369112 235.340943 34456.801132 9.170940 295.350524 \n", + "95 6.140878 197.876090 26687.874483 7.587196 329.231853 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "664 388.065857 15.149068 78.499418 2.723651 \n", + "2530 467.090425 21.233978 68.163642 4.129985 \n", + "2870 336.142005 14.447961 90.224844 4.410674 \n", + "1045 357.417285 9.213268 59.280269 2.275903 \n", + "95 548.072761 15.836330 41.263648 5.359460 \n", + "\n", + "Первые строки df4_train_y:\n", + "2214 0\n", + "1634 1\n", + "2605 0\n", + "114 0\n", + "129 0\n", + "Name: potability, dtype: int64\n", + "\n", + "Первые строки df4_test_y:\n", + "664 1\n", + "2530 0\n", + "2870 0\n", + "1045 0\n", + "95 0\n", + "Name: potability, dtype: int64\n", + "Размер data_train: (1608, 9)\n", + "Размер data_test: (403, 9)\n", + "Размер data_train_y: (1608,)\n", + "Размер data_test_y: (403,)\n", + "\n", + "Первые строки data_train:\n", + " ph Hardness Solids Chloramines Sulfate \\\n", + "269 9.058628 155.357557 15737.468938 7.251979 343.233977 \n", + "370 5.628407 226.830043 28334.491937 8.012497 293.924273 \n", + "1233 5.214009 192.648846 34184.308402 5.783357 282.969879 \n", + "3177 7.423586 180.453871 34451.984214 7.930651 303.790134 \n", + "2042 7.669013 205.595635 11579.441693 4.263279 356.136518 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity \n", + "269 463.389256 17.854470 83.175189 3.652134 \n", + "370 351.161213 15.019241 35.178662 5.050683 \n", + "1233 380.428415 15.867751 80.498498 4.453526 \n", + "3177 429.859999 7.665923 66.700476 3.365397 \n", + "2042 407.721613 10.829045 83.243808 4.589513 \n", + "\n", + "Первые строки data_test:\n", + " ph Hardness Solids Chloramines Sulfate \\\n", + "1853 3.978285 160.818474 14433.780496 8.410892 311.295329 \n", + "630 7.918150 214.186611 23823.492888 7.290878 341.173322 \n", + "586 6.499068 173.768874 23734.846211 9.009056 330.164682 \n", + "2994 4.497585 193.936515 27768.382870 6.906348 330.430700 \n", + "2988 5.801571 201.892474 15327.879723 6.860647 328.932585 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity \n", + "1853 414.328215 20.771485 78.273240 3.751566 \n", + "630 411.424483 19.585002 25.057375 4.028958 \n", + "586 593.561756 13.986294 63.693876 4.355880 \n", + "2994 556.032922 22.618411 81.265816 4.965739 \n", + "2988 281.085032 19.812484 55.397564 4.425378 \n", + "\n", + "Первые строки data_train_y:\n", + "269 1\n", + "370 1\n", + "1233 0\n", + "3177 1\n", + "2042 1\n", + "Name: Potability, dtype: int64\n", + "\n", + "Первые строки data_test_y:\n", + "1853 0\n", + "630 0\n", + "586 0\n", + "2994 0\n", + "2988 0\n", + "Name: Potability, dtype: int64\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "def split_and_print_data(X, y, name):\n", + " X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42, stratify=y)\n", + " \n", + " print(f\"Размер {name}_train: {X_train.shape}\")\n", + " print(f\"Размер {name}_test: {X_test.shape}\")\n", + " print(f\"Размер {name}_train_y: {y_train.shape}\")\n", + " print(f\"Размер {name}_test_y: {y_test.shape}\")\n", + " \n", + " # Вывод первых нескольких строк для проверки\n", + " print(f\"\\nПервые строки {name}_train:\")\n", + " print(X_train.head())\n", + " print(f\"\\nПервые строки {name}_test:\")\n", + " print(X_test.head())\n", + " print(f\"\\nПервые строки {name}_train_y:\")\n", + " print(y_train.head())\n", + " print(f\"\\nПервые строки {name}_test_y:\")\n", + " print(y_test.head())\n", + " \n", + " return X_train, X_test, y_train, y_test\n", + "\n", + "# Для df4\n", + "X_df4 = df4.drop(columns=[\"potability\", \"turbidity_level_encoded\", \"turbidity_level\"])\n", + "y_df4 = df4[\"potability\"]\n", + "X_train_df4, X_test_df4, y_train_df4, y_test_df4 = split_and_print_data(X_df4, y_df4, \"df4\")\n", + "\n", + "# Для df\n", + "X_data = df.drop(columns=[\"Potability\"])\n", + "y_data = df[\"Potability\"]\n", + "X_train_data, X_test_data, y_train_data, y_test_data = split_and_print_data(X_data, y_data, \"data\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "id": "458bc21f-b051-464d-938d-bd4d16492399", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbiditypotabilityturbidity_levelturbidity_level_encoded
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350low1
13.716080129.42292118630.0578586.635246333.775777592.88535915.18001356.3290764.5006560high0
28.099124224.23625919909.5417329.275884333.775777418.60621316.86863766.4200933.0559340low1
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710high0
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750high0
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080low1
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890low1
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250high0
87.036752118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170low1
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620high0
107.360640165.52079732452.6144097.550701326.624353425.38341915.58681078.7400163.6622920low1
117.974522218.69330018767.6566828.110385333.775777364.09823014.52574676.4859114.0117180high0
127.119824156.70499318730.8136533.606036282.344050347.71502715.92953679.5007783.4457560low1
137.036752150.17492327331.3619626.838223299.415781379.76183519.37080776.5099964.4139740high0
147.496232205.34498228388.0048875.072558333.775777444.64535213.22831170.3002134.7773820high0
156.347272186.73288141065.2347659.629596364.487687516.74328211.53978175.0716174.3763480high0
167.051786211.04940630980.60078710.094796333.775777315.14126720.39702256.6516044.2684290high0
179.181560273.81380724041.3262806.904990398.350517477.97464213.38734171.4573624.5036610high0
188.975464279.35716719460.3981316.204321333.775777431.44399012.88875963.8212372.4360860low1
197.371050214.49661025630.3200374.432669335.754439469.91455112.50916462.7972772.5602990low1
207.036752227.43504822305.56741410.333918333.775777554.82008616.33169345.3828154.1334230high0
\n", + "
" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "5 5.584087 188.313324 28748.687739 7.544869 326.678363 \n", + "6 10.223862 248.071735 28749.716544 7.513408 393.663396 \n", + "7 8.635849 203.361523 13672.091764 4.563009 303.309771 \n", + "8 7.036752 118.988579 14285.583854 7.804174 268.646941 \n", + "9 11.180284 227.231469 25484.508491 9.077200 404.041635 \n", + "10 7.360640 165.520797 32452.614409 7.550701 326.624353 \n", + "11 7.974522 218.693300 18767.656682 8.110385 333.775777 \n", + "12 7.119824 156.704993 18730.813653 3.606036 282.344050 \n", + "13 7.036752 150.174923 27331.361962 6.838223 299.415781 \n", + "14 7.496232 205.344982 28388.004887 5.072558 333.775777 \n", + "15 6.347272 186.732881 41065.234765 9.629596 364.487687 \n", + "16 7.051786 211.049406 30980.600787 10.094796 333.775777 \n", + "17 9.181560 273.813807 24041.326280 6.904990 398.350517 \n", + "18 8.975464 279.357167 19460.398131 6.204321 333.775777 \n", + "19 7.371050 214.496610 25630.320037 4.432669 335.754439 \n", + "20 7.036752 227.435048 22305.567414 10.333918 333.775777 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity potability \\\n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "5 280.467916 8.399735 54.917862 2.559708 0 \n", + "6 283.651634 13.789695 84.603556 2.672989 0 \n", + "7 474.607645 12.363817 62.798309 4.401425 0 \n", + "8 389.375566 12.706049 53.928846 3.595017 0 \n", + "9 563.885481 17.927806 71.976601 4.370562 0 \n", + "10 425.383419 15.586810 78.740016 3.662292 0 \n", + "11 364.098230 14.525746 76.485911 4.011718 0 \n", + "12 347.715027 15.929536 79.500778 3.445756 0 \n", + "13 379.761835 19.370807 76.509996 4.413974 0 \n", + "14 444.645352 13.228311 70.300213 4.777382 0 \n", + "15 516.743282 11.539781 75.071617 4.376348 0 \n", + "16 315.141267 20.397022 56.651604 4.268429 0 \n", + "17 477.974642 13.387341 71.457362 4.503661 0 \n", + "18 431.443990 12.888759 63.821237 2.436086 0 \n", + "19 469.914551 12.509164 62.797277 2.560299 0 \n", + "20 554.820086 16.331693 45.382815 4.133423 0 \n", + "\n", + " turbidity_level turbidity_level_encoded \n", + "0 low 1 \n", + "1 high 0 \n", + "2 low 1 \n", + "3 high 0 \n", + "4 high 0 \n", + "5 low 1 \n", + "6 low 1 \n", + "7 high 0 \n", + "8 low 1 \n", + "9 high 0 \n", + "10 low 1 \n", + "11 high 0 \n", + "12 low 1 \n", + "13 high 0 \n", + "14 high 0 \n", + "15 high 0 \n", + "16 high 0 \n", + "17 high 0 \n", + "18 low 1 \n", + "19 low 1 \n", + "20 high 0 " + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "___\n", + "# №9" + ] + }, + { + "cell_type": "markdown", + "id": "fa0d1354-b543-4b3b-9340-54e4a0547d54", + "metadata": {}, + "source": [ + "Большая разница дипозонов может повлиять на работу моделей." + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "d7dc5bda-12cd-463b-ac3a-af36cb966a35", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Первые строки масштабированной обучающей выборки df4:\n", + "[[0.57046271 0.58472759 0.36101185 0.43321869 0.79289477 0.56186178\n", + " 0.56177277 0.48397707 0.44658239]\n", + " [0.43638592 0.65145885 0.20798929 0.64016936 0.74817501 0.21841496\n", + " 0.19842985 0.32818312 0.4006277 ]\n", + " [0.61723598 0.65685932 0.47032324 0.45918249 0.58169873 0.31515049\n", + " 0.49801936 0.48574768 0.55433844]\n", + " [0.48955493 0.62023068 0.35383717 0.53684315 0.58169873 0.33498886\n", + " 0.58962359 0.59505833 0.45935599]\n", + " [0.47161715 0.56169181 0.27527772 0.46092595 0.56149194 0.5251089\n", + " 0.57787542 0.36887076 0.39196683]]\n", + "\n", + "Первые строки масштабированной тестовой выборки df4:\n", + "[[0.5114455 0.51257041 0.30730047 0.44770902 0.58169873 0.36124666\n", + " 0.52199869 0.63086286 0.2347041 ]\n", + " [0.44653251 0.5091008 0.16710423 0.58073382 0.54972781 0.49943559\n", + " 0.76729163 0.54701077 0.50274104]\n", + " [0.5114455 0.46774898 0.42166804 0.58756422 0.6517324 0.27044829\n", + " 0.49373589 0.7259889 0.55623827]\n", + " [0.46129878 0.68159012 0.56046558 0.69485303 0.47254558 0.30765201\n", + " 0.28271659 0.47494174 0.14936682]\n", + " [0.44415604 0.54569625 0.43291009 0.57006831 0.56879098 0.64104804\n", + " 0.54970337 0.32877649 0.73706994]]\n", + "\n", + "Первые строки масштабированной обучающей выборки data:\n", + "[[0.64121465 0.33572566 0.27447302 0.49940725 0.60856628 0.47445833\n", + " 0.63105797 0.6463026 0.43652016]\n", + " [0.39215157 0.62883081 0.49874811 0.5642087 0.46849408 0.27104454\n", + " 0.51676512 0.23047098 0.71374878]\n", + " [0.36206279 0.48865541 0.60289718 0.37427046 0.43737635 0.32409147\n", + " 0.55096998 0.62311232 0.59537666]\n", + " [0.52249675 0.43864441 0.60766283 0.55723485 0.49651966 0.41368642\n", + " 0.22034055 0.50356922 0.37968146]\n", + " [0.54031679 0.54174955 0.20044426 0.2447492 0.64521803 0.3735605\n", + " 0.34785129 0.64689709 0.62233289]]\n", + "\n", + "Первые строки масштабированной тестовой выборки data:\n", + "[[0.27233874 0.35812062 0.25126239 0.59815475 0.51783938 0.38553499\n", + " 0.74864775 0.60383316 0.45623003]\n", + " [0.55840631 0.57698072 0.41843511 0.5027217 0.60271265 0.38027197\n", + " 0.70081862 0.14278232 0.51121636]\n", + " [0.45536892 0.41122957 0.41685686 0.64912245 0.57144083 0.71039653\n", + " 0.47512529 0.47752068 0.57602081]\n", + " [0.31004435 0.49393607 0.48866921 0.46995707 0.5721965 0.64237536\n", + " 0.82310044 0.6297602 0.69691056]\n", + " [0.40472477 0.52656307 0.26718077 0.46606308 0.56794086 0.14403118\n", + " 0.70998879 0.40564321 0.589797 ]]\n" + ] + } + ], + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "import pandas as pd\n", + "\n", + "def scale_data(X_train, X_test, X_columns, name):\n", + " scaler = MinMaxScaler()\n", + " X_train_scaled = scaler.fit_transform(X_train)\n", + " X_test_scaled = scaler.transform(X_test)\n", + " \n", + " print(f\"\\nПервые строки масштабированной обучающей выборки {name}:\")\n", + " print(X_train_scaled[:5])\n", + " print(f\"\\nПервые строки масштабированной тестовой выборки {name}:\")\n", + " print(X_test_scaled[:5])\n", + " \n", + " # Преобразование в DataFrame\n", + " X_train_scaled_df = pd.DataFrame(X_train_scaled, columns=X_columns)\n", + " X_test_scaled_df = pd.DataFrame(X_test_scaled, columns=X_columns)\n", + " \n", + " return X_train_scaled_df, X_test_scaled_df\n", + "\n", + "# Масштабирование данных для df4\n", + "X_train_scaled_df4, X_test_scaled_df4 = scale_data(X_train_df4, X_test_df4, X_df4.columns, \"df4\")\n", + "\n", + "# Масштабирование данных для data\n", + "X_train_scaled_data, X_test_scaled_data = scale_data(X_train_data, X_test_data, X_data.columns, \"data\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "ab8e575d-5e81-401a-865a-c64a8ac99f67", + "metadata": {}, + "source": [ + "___\n", + "# Лабораторная работа 2" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "baadf589-f410-490f-a02e-68c63fc3347c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Точность K-ближайших соседей: 0.6037\n", + "Точность дерева решений: 0.5976\n", + "Точность случайного леса: 0.6524\n", + "0:\tlearn: 0.6860024\ttotal: 3.73ms\tremaining: 1.86s\n", + "200:\tlearn: 0.3255266\ttotal: 408ms\tremaining: 607ms\n", + "400:\tlearn: 0.1854030\ttotal: 920ms\tremaining: 227ms\n", + "499:\tlearn: 0.1452694\ttotal: 1.17s\tremaining: 0us\n", + "Точность градиентного бустинга (CatBoost): 0.6402\n", + "Точность нейронной сети: 0.6707\n" + ] + } + ], + "source": [ + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "from sklearn.model_selection import GridSearchCV# К-ближайших соседей\n", + "knn = KNeighborsClassifier(n_neighbors=5)\n", + "# Обучение модели\n", + "knn.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_knn = knn.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_knn = accuracy_score(y_test, y_pred_knn)\n", + "print(f\"Точность K-ближайших соседей: {accuracy_knn:.4f}\")\n", + "\n", + "# Дерево решений\n", + "dt = DecisionTreeClassifier(random_state=42)\n", + "# Обучение модели\n", + "dt.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_dt = dt.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_dt = accuracy_score(y_test, y_pred_dt)\n", + "print(f\"Точность дерева решений: {accuracy_dt:.4f}\")\n", + "\n", + "# Случайный лес\n", + "rf = RandomForestClassifier(random_state=42)\n", + "# Обучение модели\n", + "rf.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_rf = rf.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_rf = accuracy_score(y_test, y_pred_rf)\n", + "print(f\"Точность случайного леса: {accuracy_rf:.4f}\")\n", + "\n", + "# Градиентный бустинг\n", + "catboost_model = CatBoostClassifier( random_state=42, verbose=0)\n", + "# Обучение модели\n", + "catboost_model.fit(X_train, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_catboost = catboost_model.predict(X_test)\n", + "# Оценка точности\n", + "accuracy_catboost = accuracy_score(y_test, y_pred_catboost)\n", + "print(f\"Точность градиентного бустинга (CatBoost): {accuracy_catboost:.4f}\")\n", + "\n", + "# Нейронные сети\n", + "mlp = MLPClassifier(random_state=42)\n", + "# Обучение модели\n", + "mlp.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_mlp = mlp.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_mlp = accuracy_score(y_test, y_pred_mlp)\n", + "print(f\"Точность нейронной сети: {accuracy_mlp:.4f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "id": "2b1e2bbf-9777-41eb-a77a-44c4f460aa32", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Создание графика\n", + "models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "accuracies = [accuracy_knn, accuracy_dt, accuracy_rf, accuracy_catboost, accuracy_mlp]\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(models, accuracies)\n", + "plt.xlabel('Модель')\n", + "plt.ylabel('Точность')\n", + "plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "plt.xticks(rotation=45)\n", + "plt.tight_layout() \n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "327c3db8-41a3-4463-9a34-d21d16e14c0a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Оценка моделей для df4:\n", + "Точность K-ближайших соседей: 0.6037\n", + "Точность Дерево решений: 0.5976\n", + "Точность Случайный лес: 0.6524\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Точность Нейронная сеть: 0.6692\n", + "Точность градиентного бустинга (CatBoost): 0.6585\n", + "\n", + "Оценка моделей для data:\n", + "Точность K-ближайших соседей: 0.6055\n", + "Точность Дерево решений: 0.6030\n", + "Точность Случайный лес: 0.7022\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Точность Нейронная сеть: 0.6600\n", + "Точность градиентного бустинга (CatBoost): 0.7171\n" + ] + } + ], + "source": [ + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "\n", + "def train_and_evaluate(X_train_scaled, X_test_scaled, X_train, X_test, y_train, y_test, name):\n", + " models = {\n", + " \"K-ближайших соседей\": KNeighborsClassifier(n_neighbors=5),\n", + " \"Дерево решений\": DecisionTreeClassifier(random_state=42),\n", + " \"Случайный лес\": RandomForestClassifier(random_state=42),\n", + " \"Нейронная сеть\": MLPClassifier(random_state=42)\n", + " }\n", + " \n", + " print(f\"\\nОценка моделей для {name}:\")\n", + " \n", + " accuracies = {}\n", + " \n", + " for model_name, model in models.items():\n", + " model.fit(X_train_scaled, y_train)\n", + " y_pred = model.predict(X_test_scaled)\n", + " accuracy = accuracy_score(y_test, y_pred)\n", + " print(f\"Точность {model_name}: {accuracy:.4f}\")\n", + " accuracies[model_name] = accuracy\n", + " \n", + " # Градиентный бустинг (CatBoost) требует не нормализованных данных\n", + " catboost_model = CatBoostClassifier(random_state=42, verbose=0)\n", + " catboost_model.fit(X_train, y_train)\n", + " y_pred_catboost = catboost_model.predict(X_test)\n", + " accuracy_catboost = accuracy_score(y_test, y_pred_catboost)\n", + " print(f\"Точность градиентного бустинга (CatBoost): {accuracy_catboost:.4f}\")\n", + " accuracies[\"Градиентный бустинг (CatBoost)\"] = accuracy_catboost\n", + " \n", + " return accuracies\n", + "\n", + "# Для df4\n", + "accuracies_df4 = train_and_evaluate(X_train_scaled_df4, X_test_scaled_df4, X_train_df4, X_test_df4, y_train_df4, y_test_df4, \"df4\")\n", + "\n", + "# Для data\n", + "accuracies_data = train_and_evaluate(X_train_scaled_data, X_test_scaled_data, X_train_data, X_test_data, y_train_data, y_test_data, \"data\")" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "id": "a00774d2-0db8-4d64-82cd-5093f60234c7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "# Данные для графика\n", + "models = list(accuracies_df4.keys())\n", + "accuracies_df4_values = list(accuracies_df4.values())\n", + "accuracies_data_values = list(accuracies_data.values())\n", + "\n", + "# Создание графика\n", + "x = np.arange(len(models))\n", + "width = 0.35\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(x - width/2, accuracies_df4_values, width, label='df4', alpha=0.7)\n", + "plt.bar(x + width/2, accuracies_data_values, width, label='data', alpha=0.7)\n", + "plt.xticks(x, models, rotation=45)\n", + "plt.xlabel('Модель')\n", + "plt.ylabel('Точность')\n", + "plt.title('Сравнение точности моделей на разных наборах данных')\n", + "plt.legend()\n", + "plt.tight_layout() \n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "8295f5b0-6be0-4035-a74f-4aaeae06bd53", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для KNN: {'n_neighbors': 33}\n", + "Лучшая точность: 0.648854961832061\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Для K-ближайших соседей\n", + "param_grid_knn = {'n_neighbors': list(range(1, 36))} # Количество ближайших соседей, которые учитываются при прогнозировании.\n", + " grid_search_knn = GridSearchCV(KNeighborsClassifier(), param_grid_knn, cv=5, n_jobs=-1)\n", + "grid_search_knn.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для KNN:\", grid_search_knn.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_knn.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_knn['n_neighbors'], grid_search_knn.cv_results_['mean_test_score'])\n", + "plt.xlabel('Количество ближайших соседей')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества ближайших соседей на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "2049f73c-ea87-44fa-b4c5-4d1358dfa5af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для дерева решений: {'max_depth': 7}\n", + "Лучшая точность: 0.6312977099236641\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Для дерева решений\n", + "param_grid_dt = {'max_depth': list(range(1, 11))} # Максимальная глубина дерева.\n", + "grid_search_dt = GridSearchCV(DecisionTreeClassifier(random_state=42), param_grid_dt, cv=5, n_jobs=-1)\n", + "grid_search_dt.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для дерева решений:\", grid_search_dt.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_dt.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_dt['max_depth'], grid_search_dt.cv_results_['mean_test_score'])\n", + "plt.xlabel('Глубина дерева')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние глубины дерева на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "457be502-e78a-4c9a-ae46-ea513768ce84", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для случайного леса: {'max_depth': 10, 'min_samples_leaf': 1, 'min_samples_split': 5, 'n_estimators': 500}\n", + "Лучшая точность: 0.6625954198473283\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Случайный лес\n", + "param_grid_rf = {\n", + "\n", + "}\n", + "grid_search_rf = GridSearchCV(RandomForestClassifier(random_state=42), param_grid_rf, cv=5, n_jobs=-1)\n", + "grid_search_rf.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для случайного леса:\", grid_search_rf.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_rf.best_score_)\n", + "\n", + "# Преобразуем результаты в DataFrame для удобства\n", + "df_rf = pd.DataFrame(grid_search_rf.cv_results_)\n", + "\n", + "# Визуализация для n_estimators\n", + "plt.figure(figsize=(8, 6))\n", + "for max_depth in param_grid_rf['max_depth']:\n", + " df_filtered = df_rf[(df_rf['param_max_depth'] == max_depth)]\n", + " plt.plot(df_filtered['param_n_estimators'], df_filtered['mean_test_score'], label=f'max_depth={max_depth}')\n", + "plt.xlabel('Количество деревьев')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества деревьев на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "98724b62-b104-497e-8407-d8d6b00bc6dd", + "metadata": {}, + "outputs": [], + "source": [ + "# Градиентный бустинг\n", + "param_grid_catboost = {\n", + " 'iterations': [50, 100, 200, 500, 1000], # Количество итераций\n", + " 'learning_rate': [0.01, 0.05, 0.1, 0.5], # Скорость обучения\n", + " 'depth': list(range(1, 11)) # Максимальная глубина дерева\n", + "}\n", + "\n", + "grid_search_catboost = GridSearchCV(\n", + " CatBoostClassifier(random_state=42, verbose=0), \n", + " param_grid_catboost, \n", + " cv=5, \n", + " n_jobs=-1, \n", + " refit=True\n", + ")\n", + "\n", + "grid_search_catboost.fit(X_train, y_train)\n", + "print(\"Лучшие параметры для градиентного бустинга (CatBoost):\", grid_search_catboost.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_catboost.best_score_)\n", + "\n", + "# Визуализация для каждого параметра\n", + "df_catboost = pd.DataFrame(grid_search_catboost.cv_results_)\n", + "\n", + "# Визуализация для iterations\n", + "plt.figure(figsize=(8, 6))\n", + "for depth in param_grid_catboost['depth']:\n", + " df_filtered = df_catboost[(df_catboost['param_depth'] == depth)]\n", + " if not df_filtered.empty:\n", + " plt.plot(df_filtered['param_iterations'], df_filtered['mean_test_score'], label=f'depth={depth}')\n", + "plt.xlabel('Количество итераций')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества итераций на точность')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "d6afac17-2f34-41f8-93b9-92c6577b0f42", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для нейронной сети: {'activation': 'relu', 'hidden_layer_sizes': (500,), 'max_iter': 200}\n", + "Лучшая точность: 0.6751908396946565\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Нейронные сети\n", + "param_grid_mlp = {\n", + " 'hidden_layer_sizes': [(10,), (50,), (100,), (200,), (500,)], # Количество нейронов в скрытых слоях\n", + " 'max_iter': [100, 200, 500, 1000], # Максимальное количество итераций\n", + " 'activation': ['relu', 'tanh', 'logistic']\n", + "}\n", + "grid_search_mlp = GridSearchCV(MLPClassifier(random_state=42), param_grid_mlp, cv=5, n_jobs=-1)\n", + "grid_search_mlp.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для нейронной сети:\", grid_search_mlp.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_mlp.best_score_)\n", + "\n", + "# Визуализация для каждого параметра\n", + "df_mlp = pd.DataFrame(grid_search_mlp.cv_results_)\n", + "\n", + "# Визуализация для hidden_layer_sizes\n", + "plt.figure(figsize=(8, 6))\n", + "for activation in param_grid_mlp['activation']:\n", + " df_filtered = df_mlp[(df_mlp['param_activation'] == activation)]\n", + " plt.plot([x[0] for x in df_filtered['param_hidden_layer_sizes']], df_filtered['mean_test_score'], label=f'activation={activation}')\n", + "plt.xlabel('Количество нейронов в скрытом слое')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества нейронов на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6a1201f6-404a-469e-967d-8b4990068835", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'accuracy_knn' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 24\u001b[0m\n\u001b[1;32m 22\u001b[0m \u001b[38;5;66;03m# Создание графика\u001b[39;00m\n\u001b[1;32m 23\u001b[0m models \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mKNN\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mДерево решений\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mСлучайный лес\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCatBoost\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mНейронная сеть\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[0;32m---> 24\u001b[0m accuracies \u001b[38;5;241m=\u001b[39m [\u001b[43maccuracy_knn\u001b[49m, accuracy_dt, accuracy_rf, accuracy_catboost, accuracy_mlp]\n\u001b[1;32m 26\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[1;32m 27\u001b[0m plt\u001b[38;5;241m.\u001b[39mbar(models, accuracies)\n", + "\u001b[0;31mNameError\u001b[0m: name 'accuracy_knn' is not defined" + ] + } + ], + "source": [ + "# Создание графика сравнения точности моделей\n", + "models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "accuracies = [\n", + " grid_search_knn.best_score_,\n", + " grid_search_dt.best_score_,\n", + " grid_search_rf.best_score_,\n", + " grid_search_catboost.best_score_,\n", + " grid_search_mlp.best_score_\n", + "]\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(models, accuracies)\n", + "plt.xlabel('Модель')\n", + "plt.ylabel('Точность')\n", + "plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "plt.xticks(rotation=45) # Поворот меток для лучшей читаемости\n", + "plt.tight_layout() # Правильное размещение элементов\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0ce3ca68-f06f-45ec-a23f-75d7e4f2dfb1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/.ipynb_checkpoints/test0-checkpoint.ipynb b/.ipynb_checkpoints/test0-checkpoint.ipynb new file mode 100644 index 0000000..99e09ba --- /dev/null +++ b/.ipynb_checkpoints/test0-checkpoint.ipynb @@ -0,0 +1,3882 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "74e95b6f-3419-4dde-947e-81283780b341", + "metadata": {}, + "source": [ + "# Лабораторная работа 1" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6671a5aa-f0db-4abd-89f8-cb185105353a", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c8396594-e4dc-4b28-8a9c-8e32bf169c41", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 NaN 204.890455 20791.318981 7.300212 368.516441 564.308654 \n", + "1 3.716080 129.422921 18630.057858 6.635246 NaN 592.885359 \n", + "2 8.099124 224.236259 19909.541732 9.275884 NaN 418.606213 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 363.266516 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 398.410813 \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 10.379783 86.990970 2.963135 0 \n", + "1 15.180013 56.329076 4.500656 0 \n", + "2 16.868637 66.420093 3.055934 0 \n", + "3 18.436524 100.341674 4.628771 0 \n", + "4 11.558279 31.997993 4.075075 0 " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv('water_potability.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data\n", + "data.head() # С помощью метода head выводим первые 5 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6ad6f05e-a68e-46c0-b570-d43d5025d3f3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 NaN \n", + "3273 9.419510 175.762646 33155.578218 7.350233 NaN \n", + "3274 5.126763 230.603758 11983.869376 6.303357 NaN \n", + "3275 7.874671 195.102299 17404.177061 7.509306 NaN \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 NaN 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4d32d829-d22f-4841-b1f9-b17fc8243a2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3276, 10)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "15e25306-3adf-4105-9287-b20e1f2d13e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "32760" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7ff6ca24-ceda-4e88-9ad5-62acab824077", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 2785\n", + "Hardness 3276\n", + "Solids 3276\n", + "Chloramines 3276\n", + "Sulfate 2495\n", + "Conductivity 3276\n", + "Organic carbon 3276\n", + "Trihalomethanes 3114\n", + "Turbidity 3276\n", + "Potability 3276\n", + "dtype: int64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "fed012f7-499a-449b-bae9-0ed353fe0f45", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 3276 entries, 0 to 3275\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 ph 2785 non-null float64\n", + " 1 Hardness 3276 non-null float64\n", + " 2 Solids 3276 non-null float64\n", + " 3 Chloramines 3276 non-null float64\n", + " 4 Sulfate 2495 non-null float64\n", + " 5 Conductivity 3276 non-null float64\n", + " 6 Organic carbon 3276 non-null float64\n", + " 7 Trihalomethanes 3114 non-null float64\n", + " 8 Turbidity 3276 non-null float64\n", + " 9 Potability 3276 non-null int64 \n", + "dtypes: float64(9), int64(1)\n", + "memory usage: 256.1 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "71c60116-ccf6-47fa-a20f-fb941717cd33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph float64\n", + "Hardness float64\n", + "Solids float64\n", + "Chloramines float64\n", + "Sulfate float64\n", + "Conductivity float64\n", + "Organic carbon float64\n", + "Trihalomethanes float64\n", + "Turbidity float64\n", + "Potability int64\n", + "dtype: object" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ed9d0216-3e60-4aac-a05b-ee2649c07d9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 True False False False False False \n", + "1 False False False False True False \n", + "2 False False False False True False \n", + "3 False False False False False False \n", + "4 False False False False False False \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 False False False False \n", + "1 False False False False \n", + "2 False False False False \n", + "3 False False False False \n", + "4 False False False False " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "markdown", + "id": "17eecd3a-51a0-4e69-add3-781cd51be836", + "metadata": {}, + "source": [ + "___\n", + "№2" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "42d0d6d1-e191-4483-9175-2adeed093b3d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 491\n", + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 781\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 162\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "b80fab70-d390-4118-9c21-cf0b22bd169e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 0.149878\n", + "Hardness 0.000000\n", + "Solids 0.000000\n", + "Chloramines 0.000000\n", + "Sulfate 0.238400\n", + "Conductivity 0.000000\n", + "Organic carbon 0.000000\n", + "Trihalomethanes 0.049451\n", + "Turbidity 0.000000\n", + "Potability 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # часть которую составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "699915ac-adcf-4868-87aa-69ae89f95e01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1434\n", + "4.4%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum()\n", + "print(proc)\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b9ff4f68-a533-42a4-bfc2-72c2bc6cd8c1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt \n", + "import seaborn as sns\n", + "%matplotlib inline\n", + "\n", + "fig, ax = plt.subplots(figsize=(20,12)) # Создаем область под график\n", + "sns_heatmap = sns.heatmap(data.isnull(), yticklabels=False, cbar=False, cmap='viridis') # Визуализируем прпуски\n", + "plt.show() # Отображаем график" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "4fb1d19e-70c9-49fb-b37e-80361238ee72", + "metadata": {}, + "outputs": [], + "source": [ + "df = data.dropna(axis=0, how='any')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "9cb7d7cb-84f2-4fdc-bc96-56d8df47eedb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n" + ] + } + ], + "source": [ + "proc = df.isna().sum().sum()\n", + "print(proc)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "4a0ca0d6-67df-4667-ab7b-ad1456a960b3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2011, 10)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "d164c395-6ddf-4c05-be51-103172bdb256", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "12650" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size - df.size" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "06b9fa93-7ca9-4955-bb65-6d6cfbc75302", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
count2785.0000003276.0000003276.0000003276.0000002495.0000003276.0000003276.0000003114.0000003276.0000003276.000000
mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "cb791d0b-449d-4dea-8db8-12dd126ba327", + "metadata": {}, + "source": [ + "Наверное откидывать треть значений не самая лучшая идея, поэтому подготовим ещё один датасет заплонив значаения.\n", + "\n", + "ph:\n", + "\n", + "Среднее (7.08) и медиана (7.04) очень близки. Но есть выбросы (минимум 0), лучше использовать медиану.\n", + "\n", + "Sulfate:\n", + "\n", + "Среднее (333.78) и медиана (333.07) тоже близки. Нет явных выбросов → можно заполнить средним.\n", + "\n", + "Trihalomethanes:\n", + "\n", + "Среднее (66.40) и медиана (66.62) похожи. Есть выбросы (min = 0.738, max = 124) → лучше взять медиану." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "06ca30b3-71c0-47ba-9ac4-8557a44305c4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "... ... ... ... ... ... \n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 333.775777 \n", + "3273 9.419510 175.762646 33155.578218 7.350233 333.775777 \n", + "3274 5.126763 230.603758 11983.869376 6.303357 333.775777 \n", + "3275 7.874671 195.102299 17404.177061 7.509306 333.775777 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "... ... ... ... ... ... \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 66.622485 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 \n", + "\n", + "[3276 rows x 10 columns]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = data.copy(deep=True) # Создадим копию исходного датафрейма, чтобы его не изменять\n", + "# Заполняем NaN значениями в зависимости от их распределения\n", + "df2['ph'] = df2['ph'].fillna(df2['ph'].median()) # Медиана устойчивее к выбросам\n", + "df2['Sulfate'] = df2['Sulfate'].fillna(df2['Sulfate'].mean()) # Среднее, так как нет сильных выбросов\n", + "df2['Trihalomethanes'] = df2['Trihalomethanes'].fillna(df2['Trihalomethanes'].median()) # Медиана, так как есть выбросы\n", + "df2" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "126bf027-765f-4d5c-8c1d-92f6f43edb58", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n" + ] + } + ], + "source": [ + "proc = df.isna().sum().sum()\n", + "print(proc)" + ] + }, + { + "cell_type": "markdown", + "id": "8763ef2c-f8e7-450c-abf4-215568922bc1", + "metadata": {}, + "source": [ + "___\n", + "# №3" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "570103c7-bf99-4794-b79f-cd4d299c1ae7", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "4e2deea1-6cf2-477e-97c3-4103cef357ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pandas.core.frame.DataFrame" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(df2)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "e1b48a2e-6d3d-4341-9a12-9a46bfe19725", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питью
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины сульфат \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "\n", + " проводимость органический углерод тригалометаны мутность \\\n", + "0 564.308654 10.379783 86.990970 2.963135 \n", + "1 592.885359 15.180013 56.329076 4.500656 \n", + "\n", + " пригодность к питью \n", + "0 0 \n", + "1 0 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3 = df2.copy(deep=True)\n", + "# Заготовим словарь с переводом колонок\n", + "column_translation = {\n", + " 'ph': 'водородный показатель',\n", + " 'hardness': 'жесткость',\n", + " 'solids': 'твердые частицы',\n", + " 'chloramines': 'хлорамины',\n", + " 'sulfate': 'сульфат',\n", + " 'conductivity': 'проводимость',\n", + " 'organic_carbon': 'органический углерод',\n", + " 'trihalomethanes': 'тригалометаны',\n", + " 'turbidity': 'мутность',\n", + " 'potability': 'пригодность к питью'\n", + "}\n", + "df3.columns = [\n", + " f\"{column_translation.get(col, col)}\" \n", + " for col in df3.columns\n", + "]\n", + "df3.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8a8424b1-7ba5-49a8-957e-40b48b055ff6", + "metadata": {}, + "outputs": [], + "source": [ + "# Создаем новый признак: \"Чрезвычайно высокий уровень органического углерода\" (>25)\n", + "df3['высокий уровень органического углерода'] = (df3['органический углерод'] > 25).astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "de8c1373-78e7-49c8-8401-a2fcf71d4fef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины \\\n", + "2928 0.975578 221.204114 31145.110739 7.615583 \n", + "3014 0.000000 214.846144 49456.587108 7.897539 \n", + "\n", + " сульфат проводимость органический углерод тригалометаны мутность \\\n", + "2928 333.677843 439.112765 21.145954 66.622485 2.533996 \n", + "3014 333.775777 583.448849 7.702328 77.712891 4.928840 \n", + "\n", + " пригодность к питью высокий уровень органического углерода \n", + "2928 0 0 \n", + "3014 0 0 " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3[(df3['водородный показатель'] < 1) & (df3['пригодность к питью'] == 0)].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "6b44eb1f-f147-4be4-b887-d0ca82732474", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины \\\n", + "263 13.175402 47.432000 19237.949676 8.907020 \n", + "2075 14.000000 235.677458 24008.992040 5.635029 \n", + "2868 13.541240 187.606792 13475.912773 6.756055 \n", + "2895 13.349889 152.776455 18464.900775 6.717973 \n", + "\n", + " сульфат проводимость органический углерод тригалометаны мутность \\\n", + "263 375.147315 500.245952 12.083896 66.622485 4.106924 \n", + "2075 381.097711 460.745267 13.452538 72.859468 3.170994 \n", + "2868 333.775777 411.264465 15.142667 74.448559 3.529191 \n", + "2895 334.864070 450.846369 17.192564 85.883523 2.531075 \n", + "\n", + " пригодность к питью высокий уровень органического углерода \n", + "263 1 0 \n", + "2075 0 0 \n", + "2868 0 0 \n", + "2895 0 0 " + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3[(df3['водородный показатель'] >= 13)].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "c749d71b-1f53-4e6a-8f7b-803eef90dbc6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [водородный показатель, жесткость, твердые частицы, хлорамины, сульфат, проводимость, органический углерод, тригалометаны, мутность, пригодность к питью, высокий уровень органического углерода]\n", + "Index: []" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Удаляем явные выбросы в pH\n", + "df3 = df3[(df3['водородный показатель'] > 0) & (df3['водородный показатель'] <= 13)]\n", + "df3[(df3['водородный показатель'] >= 13) | (df3['водородный показатель'] == 0)].head()" + ] + }, + { + "cell_type": "markdown", + "id": "126a6de3-c893-4211-b496-9f0a0798b413", + "metadata": {}, + "source": [ + "___\n", + "# №4" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "4913b66c-953f-45bb-8ac3-97ab96a729a0", + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "cbe19125-f052-4188-9c0a-120a100cc280", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbiditypotabilityturbidity_levelturbidity_level_encoded
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350low1
13.716080129.42292118630.0578586.635246333.775777592.88535915.18001356.3290764.5006560high0
28.099124224.23625919909.5417329.275884333.775777418.60621316.86863766.4200933.0559340low1
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710high0
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750high0
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080low1
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890low1
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250high0
87.036752118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170low1
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620high0
107.360640165.52079732452.6144097.550701326.624353425.38341915.58681078.7400163.6622920low1
117.974522218.69330018767.6566828.110385333.775777364.09823014.52574676.4859114.0117180high0
127.119824156.70499318730.8136533.606036282.344050347.71502715.92953679.5007783.4457560low1
137.036752150.17492327331.3619626.838223299.415781379.76183519.37080776.5099964.4139740high0
147.496232205.34498228388.0048875.072558333.775777444.64535213.22831170.3002134.7773820high0
156.347272186.73288141065.2347659.629596364.487687516.74328211.53978175.0716174.3763480high0
167.051786211.04940630980.60078710.094796333.775777315.14126720.39702256.6516044.2684290high0
179.181560273.81380724041.3262806.904990398.350517477.97464213.38734171.4573624.5036610high0
188.975464279.35716719460.3981316.204321333.775777431.44399012.88875963.8212372.4360860low1
197.371050214.49661025630.3200374.432669335.754439469.91455112.50916462.7972772.5602990low1
207.036752227.43504822305.56741410.333918333.775777554.82008616.33169345.3828154.1334230high0
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" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "5 5.584087 188.313324 28748.687739 7.544869 326.678363 \n", + "6 10.223862 248.071735 28749.716544 7.513408 393.663396 \n", + "7 8.635849 203.361523 13672.091764 4.563009 303.309771 \n", + "8 7.036752 118.988579 14285.583854 7.804174 268.646941 \n", + "9 11.180284 227.231469 25484.508491 9.077200 404.041635 \n", + "10 7.360640 165.520797 32452.614409 7.550701 326.624353 \n", + "11 7.974522 218.693300 18767.656682 8.110385 333.775777 \n", + "12 7.119824 156.704993 18730.813653 3.606036 282.344050 \n", + "13 7.036752 150.174923 27331.361962 6.838223 299.415781 \n", + "14 7.496232 205.344982 28388.004887 5.072558 333.775777 \n", + "15 6.347272 186.732881 41065.234765 9.629596 364.487687 \n", + "16 7.051786 211.049406 30980.600787 10.094796 333.775777 \n", + "17 9.181560 273.813807 24041.326280 6.904990 398.350517 \n", + "18 8.975464 279.357167 19460.398131 6.204321 333.775777 \n", + "19 7.371050 214.496610 25630.320037 4.432669 335.754439 \n", + "20 7.036752 227.435048 22305.567414 10.333918 333.775777 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity potability \\\n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "5 280.467916 8.399735 54.917862 2.559708 0 \n", + "6 283.651634 13.789695 84.603556 2.672989 0 \n", + "7 474.607645 12.363817 62.798309 4.401425 0 \n", + "8 389.375566 12.706049 53.928846 3.595017 0 \n", + "9 563.885481 17.927806 71.976601 4.370562 0 \n", + "10 425.383419 15.586810 78.740016 3.662292 0 \n", + "11 364.098230 14.525746 76.485911 4.011718 0 \n", + "12 347.715027 15.929536 79.500778 3.445756 0 \n", + "13 379.761835 19.370807 76.509996 4.413974 0 \n", + "14 444.645352 13.228311 70.300213 4.777382 0 \n", + "15 516.743282 11.539781 75.071617 4.376348 0 \n", + "16 315.141267 20.397022 56.651604 4.268429 0 \n", + "17 477.974642 13.387341 71.457362 4.503661 0 \n", + "18 431.443990 12.888759 63.821237 2.436086 0 \n", + "19 469.914551 12.509164 62.797277 2.560299 0 \n", + "20 554.820086 16.331693 45.382815 4.133423 0 \n", + "\n", + " turbidity_level turbidity_level_encoded \n", + "0 low 1 \n", + "1 high 0 \n", + "2 low 1 \n", + "3 high 0 \n", + "4 high 0 \n", + "5 low 1 \n", + "6 low 1 \n", + "7 high 0 \n", + "8 low 1 \n", + "9 high 0 \n", + "10 low 1 \n", + "11 high 0 \n", + "12 low 1 \n", + "13 high 0 \n", + "14 high 0 \n", + "15 high 0 \n", + "16 high 0 \n", + "17 high 0 \n", + "18 low 1 \n", + "19 low 1 \n", + "20 high 0 " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import LabelEncoder, OneHotEncoder\n", + "\n", + "# Копируем датасет\n", + "df4 = df2.copy(deep=True)\n", + "\n", + "## One-Hot Encoding для 'Turbidity' (низкая/высокая)\n", + "df4['turbidity_level'] = df4['turbidity'].apply(lambda x: 'low' if x < 4 else 'high')\n", + "\n", + "ohe = OneHotEncoder(sparse_output=False, drop='first') # drop='first' → избежим дублирования информации\n", + "turbidity_encoded = ohe.fit_transform(df4[['turbidity_level']])\n", + "\n", + "# Добавляем закодированные столбцы в датафрейм\n", + "df4[['turbidity_level_encoded']] = turbidity_encoded.astype(int)\n", + "#df4.drop(columns=['turbidity_level'], inplace=True)\n", + "\n", + "# Проверяем изменения\n", + "df4.head(21)" + ] + }, + { + "cell_type": "markdown", + "id": "19286783-4b81-4de1-bc9d-c5307aaf5eb2", + "metadata": {}, + "source": [ + "___\n", + "# №5" + ] + }, + { + "cell_type": "markdown", + "id": "eeb8af78-2c86-4699-ae77-3cecaf302e8b", + "metadata": {}, + "source": [ + "## Гистограммы распределения\n", + "Гистограммы показывают распределение значений числовых признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "ca7b6281-6b12-49c8-ad0e-b8f24d76e543", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['potability', 'turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "df4_filtered.hist(figsize=(12, 8), bins=40, edgecolor='black')\n", + "plt.suptitle(\"Распределение признаков\", fontsize=16)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4d1f246b-8ab6-40c5-88a9-8b748fee29f4", + "metadata": {}, + "source": [ + "## Boxplot\n", + "Boxplot помогает выявить выбросы и увидеть распределение данных по квартилям(по четырём равным частям)." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "25e08e53-d9f8-4597-b5f4-076fd94ad609", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plt.title(\"Boxplot распределения признаков\")\n", + "\n", + "fig, ax = plt.subplots(9, 1, figsize=(10, 20))\n", + "fig.subplots_adjust(hspace=0.75)\n", + "columns_name = df4.columns[:9]\n", + "for i in range(9) :\n", + " sns.boxplot(x=df4[columns_name[i]], ax=ax[i])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6372a747-b1ff-4bf2-aad2-528f07f2e61b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7dfe93a5-d666-4d99-aa4e-a0ffecf2488b", + "metadata": {}, + "source": [ + "## Матрица корреляций\n", + "Позволяет оценить взаимосвязи между переменными." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "ca6d9dde-d5ad-4d7c-bb87-aad50abc0b6c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.heatmap(df4.drop(columns=['turbidity_level']).corr(), annot=True, cmap=\"coolwarm\", fmt=\".2f\", linewidths=0.5)\n", + "plt.title(\"Матрица корреляций\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8cac80dc-dd78-4449-84e5-b4ecbb350b85", + "metadata": {}, + "source": [ + "## Парные диаграммы\n", + "Отображает распределение и взаимосвязь признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "626c96e9-3c7b-475b-8b31-e16c26395402", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "sns.pairplot(df4_filtered, hue=\"potability\", corner=True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "0e685fe5-871d-4647-a75a-84539605feed", + "metadata": {}, + "source": [ + "## Диаграмма рассеяния" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "e1c0b5e8-0940-45a8-ba03-4b712fa20340", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='turbidity', y='organic_carbon', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь мутности и органического углерода с пригодностью воды\")\n", + "plt.xlabel(\"Мутность (Turbidity)\")\n", + "plt.ylabel(\"Органический углерод (Organic Carbon)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='hardness', y='conductivity', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь жесткости и проводимости с пригодностью воды\")\n", + "plt.xlabel(\"Жесткость воды (Hardness)\")\n", + "plt.ylabel(\"Проводимость (Conductivity)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='ph', y='potability', alpha=0.5, color=\"purple\")\n", + "plt.title(\"Зависимость pH от пригодности воды\")\n", + "plt.xlabel(\"pH\")\n", + "plt.ylabel(\"Пригодность к питью (0 - нет, 1 - да)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "c84f59c6-c486-44f2-bbc7-4abe405505e9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "707e19a4-343f-46fb-a10b-352a5ffda6d4", + "metadata": {}, + "source": [ + "___\n", + "# №6" + ] + }, + { + "cell_type": "markdown", + "id": "d8012d87-7db3-4364-a8a3-f8c731162736", + "metadata": {}, + "source": [ + "### Удаление признаков с низкой дисперсией" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "dcdfff49-6bbf-4c04-ad2b-6dc4558b8ff8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Index(['ph', 'hardness', 'solids', 'chloramines', 'sulfate', 'conductivity',\n", + " 'organic_carbon', 'trihalomethanes', 'turbidity', 'potability'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Создание объекта для удаления признаков с низкой дисперсией\n", + "selector = VarianceThreshold(threshold=0.01) # Устанавливаем порог дисперсии (например, 0.01)\n", + "\n", + "# Применяем фильтр к данным\n", + "df2_filtered = df2[df2.columns[selector.fit(df2).get_support()]] # Оставляем только признаки с высокой дисперсией\n", + "print(df2_filtered.columns) # Печатаем имена оставшихся столбцов" + ] + }, + { + "cell_type": "markdown", + "id": "9fb3797c-cb7e-4d2f-a796-f540d8a60209", + "metadata": {}, + "source": [ + "### Одномерный отбор признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "8f24f758-1ebd-4741-afac-e51c20b309c5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки: Index(['hardness', 'solids', 'chloramines', 'sulfate', 'organic_carbon'], dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_classif\n", + "\n", + "# Отбор признаков, используя критерий f_classif\n", + "X = df2.drop(columns=[\"potability\"]) # Признаки (все столбцы, кроме целевой переменной)\n", + "y = df2[\"potability\"] # Целевая переменная\n", + "\n", + "# Применяем SelectKBest\n", + "selector = SelectKBest(f_classif, k=5) # Отбираем 5 лучших признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим имена выбранных признаков\n", + "selected_columns = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_columns)\n" + ] + }, + { + "cell_type": "markdown", + "id": "797f6113-b44f-43cc-a488-e7530a16eafe", + "metadata": {}, + "source": [ + "### Рекурсивное исключение признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "b2e7a98e-b438-4192-a93d-74c62a29667d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки после RFE: Index(['hardness', 'chloramines', 'sulfate', 'organic_carbon', 'turbidity'], dtype='object')\n" + ] + }, + { + "data": { + "text/html": [ + "
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hardnesschloraminessulfateorganic_carbonturbidity
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..................
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3276 rows × 5 columns

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" + ], + "text/plain": [ + " hardness chloramines sulfate organic_carbon turbidity\n", + "0 204.890455 7.300212 368.516441 10.379783 2.963135\n", + "1 129.422921 6.635246 333.775777 15.180013 4.500656\n", + "2 224.236259 9.275884 333.775777 16.868637 3.055934\n", + "3 214.373394 8.059332 356.886136 18.436524 4.628771\n", + "4 181.101509 6.546600 310.135738 11.558279 4.075075\n", + "... ... ... ... ... ...\n", + "3271 193.681735 7.166639 359.948574 13.894419 4.435821\n", + "3272 193.553212 8.061362 333.775777 19.903225 2.798243\n", + "3273 175.762646 7.350233 333.775777 11.039070 3.298875\n", + "3274 230.603758 6.303357 333.775777 11.168946 4.708658\n", + "3275 195.102299 7.509306 333.775777 16.140368 2.309149\n", + "\n", + "[3276 rows x 5 columns]" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LogisticRegression\n", + "\n", + "# Признаки и целевая переменная\n", + "X = df2.drop(columns=[\"potability\"])\n", + "y = df2[\"potability\"]\n", + "\n", + "model = LogisticRegression(max_iter=2000)\n", + "selector = RFE(model, n_features_to_select=5) # Выбираем 5 признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "selected_columns_rfe = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки после RFE:\", selected_columns_rfe)\n", + "# Преобразуем данные обратно в DataFrame с исходными именами колонок\n", + "X_new_df = pd.DataFrame(X_new, columns=selected_columns_rfe)\n", + "X_new_df" + ] + }, + { + "cell_type": "markdown", + "id": "ce903807-038b-4f3f-a736-5e91b9ef857c", + "metadata": {}, + "source": [ + "___\n", + "# №7" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "dc6f77de-b579-4933-8e76-1d31944ee2b9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a26ab089-0231-4dd7-907e-49722314d571", + "metadata": {}, + "source": [ + "___\n", + "# №8" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "8de7381d-bcac-4ed1-acb1-37bd104890fd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Размер X_train: (2620, 9)\n", + "Размер X_test: (656, 9)\n", + "Размер y_train: (2620,)\n", + "Размер y_test: (656,)\n", + "Обучающая выборка X:\n", + " ph hardness solids chloramines sulfate \\\n", + "2214 7.822492 208.636720 22308.821729 5.850328 408.123255 \n", + "1634 6.037428 227.033994 12988.791229 8.476905 392.380529 \n", + "2605 8.445219 228.522860 28966.569327 6.179855 333.775777 \n", + "114 6.745307 218.424637 21871.838700 7.165509 333.775777 \n", + "129 6.506488 202.285938 17087.076902 6.201983 326.662368 \n", + "... ... ... ... ... ... \n", + "101 7.348845 223.264940 11519.046527 8.889559 333.775777 \n", + "1734 3.928556 191.665998 17328.161457 7.692417 306.479558 \n", + "461 7.163999 203.781598 34226.072127 9.412035 320.258917 \n", + "2242 6.645657 170.269715 23432.109730 7.066565 333.775777 \n", + "264 6.618011 233.661636 19598.860740 4.701049 432.556385 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "2214 502.789396 16.135732 60.393982 3.835332 \n", + "1634 306.386283 7.122391 41.190507 3.594217 \n", + "2605 361.705354 14.554220 60.612230 4.400706 \n", + "114 373.050102 16.826619 74.086080 3.902353 \n", + "129 481.771934 16.535186 46.205748 3.548776 \n", + "... ... ... ... ... \n", + "101 494.158434 18.145374 73.715522 4.880875 \n", + "1734 406.085614 9.578602 45.480738 5.060836 \n", + "461 415.577513 16.221044 90.184208 3.354322 \n", + "2242 513.364946 20.264678 78.900888 4.170658 \n", + "264 401.669791 11.766146 73.191921 4.437696 \n", + "\n", + "[2620 rows x 9 columns]\n", + "\n", + "Тестовая выборка X:\n", + " ph hardness solids chloramines sulfate \\\n", + "664 7.036752 188.743562 19037.462638 6.034236 333.775777 \n", + "2530 6.172517 187.787017 10498.635154 7.722561 322.521035 \n", + "2870 7.036752 176.386651 26003.163265 7.809251 358.429774 \n", + "1045 6.369112 235.340943 34456.801132 9.170940 295.350524 \n", + "95 6.140878 197.876090 26687.874483 7.587196 329.231853 \n", + "... ... ... ... ... ... \n", + "322 7.798454 188.394942 32704.569286 11.078872 258.191184 \n", + "2042 7.669013 205.595635 11579.441693 4.263279 356.136518 \n", + "1696 7.290089 205.213105 26115.616326 5.137891 357.794088 \n", + "1259 7.036752 164.094744 9344.653322 5.959309 349.019434 \n", + "1094 7.741245 218.237186 22824.699465 8.696479 363.992748 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "664 388.065857 15.149068 78.499418 2.723651 \n", + "2530 467.090425 21.233978 68.163642 4.129985 \n", + "2870 336.142005 14.447961 90.224844 4.410674 \n", + "1045 357.417285 9.213268 59.280269 2.275903 \n", + "95 548.072761 15.836330 41.263648 5.359460 \n", + "... ... ... ... ... \n", + "322 507.178688 18.272439 85.177662 4.107267 \n", + "2042 407.721613 10.829045 83.243808 4.589513 \n", + "1696 402.874799 7.960478 63.698514 4.700618 \n", + "1259 367.389811 13.937968 88.771969 4.559337 \n", + "1094 521.016261 15.310631 73.723070 3.741143 \n", + "\n", + "[656 rows x 9 columns]\n", + "\n", + "Обучающая выборка y:\n", + "2214 0\n", + "1634 1\n", + "2605 0\n", + "114 0\n", + "129 0\n", + " ..\n", + "101 0\n", + "1734 0\n", + "461 0\n", + "2242 0\n", + "264 1\n", + "Name: potability, Length: 2620, dtype: int64\n", + "\n", + "Тестовая выборка y:\n", + "664 1\n", + "2530 0\n", + "2870 0\n", + "1045 0\n", + "95 0\n", + " ..\n", + "322 1\n", + "2042 1\n", + "1696 0\n", + "1259 0\n", + "1094 1\n", + "Name: potability, Length: 656, dtype: int64\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "X = df4.drop(columns=[\"potability\", \"turbidity_level_encoded\", \"turbidity_level\"]) # Убираем целевой признак, оставляем только признаки\n", + "y = df4[\"potability\"]\n", + "\n", + "# Разбиение на 80% train и 20% test\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42, stratify=y)\n", + "\n", + "# Вывод размеров получившихся выборок\n", + "print(f\"Размер X_train: {X_train.shape}\")\n", + "print(f\"Размер X_test: {X_test.shape}\")\n", + "print(f\"Размер y_train: {y_train.shape}\")\n", + "print(f\"Размер y_test: {y_test.shape}\")\n", + "print(\"Обучающая выборка X:\")\n", + "print(X_train)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test)\n", + "print(\"\\nОбучающая выборка y:\")\n", + "print(y_train)\n", + "print(\"\\nТестовая выборка y:\")\n", + "print(y_test)" + ] + }, + { + "cell_type": "markdown", + "id": "30a67195-1a78-4cd7-9bc3-a25d19e203b1", + "metadata": {}, + "source": [ + "___\n", + "# №9" + ] + }, + { + "cell_type": "markdown", + "id": "fa0d1354-b543-4b3b-9340-54e4a0547d54", + "metadata": {}, + "source": [ + "Большая разница дипозонов может повлиять на работу моделей." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "d7dc5bda-12cd-463b-ac3a-af36cb966a35", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "\n", + "scaler = MinMaxScaler()\n", + "X_train_scaled = scaler.fit_transform(X_train) # Обучаем на train и трансформируем\n", + "X_test_scaled = scaler.transform(X_test) # Применяем те же параметры к test\n" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "6fdeb591-760a-4199-b27f-656116a2b537", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Обучающая выборка X:\n", + "[[0.57046271 0.58472759 0.36101185 ... 0.56177277 0.48397707 0.44658239]\n", + " [0.43638592 0.65145885 0.20798929 ... 0.19842985 0.32818312 0.4006277 ]\n", + " [0.61723598 0.65685932 0.47032324 ... 0.49801936 0.48574768 0.55433844]\n", + " ...\n", + " [0.52100308 0.56711692 0.55667731 ... 0.56521182 0.72565923 0.35490547]\n", + " [0.48207023 0.44556141 0.37945475 ... 0.72821752 0.63411991 0.51049297]\n", + " [0.4799937 0.67549888 0.31651788 ... 0.38562743 0.58780419 0.56138844]]\n", + "\n", + "Тестовая выборка X:\n", + "[[0.5114455 0.51257041 0.30730047 ... 0.52199869 0.63086286 0.2347041 ]\n", + " [0.44653251 0.5091008 0.16710423 ... 0.76729163 0.54701077 0.50274104]\n", + " [0.5114455 0.46774898 0.42166804 ... 0.49373589 0.7259889 0.55623827]\n", + " ...\n", + " [0.5304737 0.57230933 0.42351437 ... 0.23221452 0.51078609 0.61149954]\n", + " [0.5114455 0.42316333 0.14815738 ... 0.4731772 0.71420202 0.58457229]\n", + " [0.56436023 0.61955075 0.36948188 ... 0.52851157 0.5921133 0.42863071]]\n" + ] + } + ], + "source": [ + "print(\"Обучающая выборка X:\")\n", + "print(X_train_scaled)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test_scaled)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "1e388ce5-bf43-40c7-b930-43a514ac1194", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbidity
00.5704630.5847280.3610120.4332190.7928950.5618620.5617730.4839770.446582
10.4363860.6514590.2079890.6401690.7481750.2184150.1984300.3281830.400628
20.6172360.6568590.4703230.4591820.5816990.3151500.4980190.4857480.554338
30.4895550.6202310.3538370.5368430.5816990.3349890.5896240.5950580.459356
40.4716170.5616920.2752780.4609260.5614920.5251090.5778750.3688710.391967
..............................
26150.5348870.6377880.1838580.6726830.5816990.5467690.6427850.5920520.645855
26160.2779880.5231710.2792360.5783590.5041590.3927580.2974440.3629890.680154
26170.5210030.5671170.5566770.7138490.5433020.4093560.5652120.7256590.354905
26180.4820700.4455610.3794550.5290470.5816990.5803550.7282180.6341200.510493
26190.4799940.6754990.3165180.3426660.8623010.3850360.3856270.5878040.561388
\n", + "

2620 rows × 9 columns

\n", + "
" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate conductivity \\\n", + "0 0.570463 0.584728 0.361012 0.433219 0.792895 0.561862 \n", + "1 0.436386 0.651459 0.207989 0.640169 0.748175 0.218415 \n", + "2 0.617236 0.656859 0.470323 0.459182 0.581699 0.315150 \n", + "3 0.489555 0.620231 0.353837 0.536843 0.581699 0.334989 \n", + "4 0.471617 0.561692 0.275278 0.460926 0.561492 0.525109 \n", + "... ... ... ... ... ... ... \n", + "2615 0.534887 0.637788 0.183858 0.672683 0.581699 0.546769 \n", + "2616 0.277988 0.523171 0.279236 0.578359 0.504159 0.392758 \n", + "2617 0.521003 0.567117 0.556677 0.713849 0.543302 0.409356 \n", + "2618 0.482070 0.445561 0.379455 0.529047 0.581699 0.580355 \n", + "2619 0.479994 0.675499 0.316518 0.342666 0.862301 0.385036 \n", + "\n", + " organic_carbon trihalomethanes turbidity \n", + "0 0.561773 0.483977 0.446582 \n", + "1 0.198430 0.328183 0.400628 \n", + "2 0.498019 0.485748 0.554338 \n", + "3 0.589624 0.595058 0.459356 \n", + "4 0.577875 0.368871 0.391967 \n", + "... ... ... ... \n", + "2615 0.642785 0.592052 0.645855 \n", + "2616 0.297444 0.362989 0.680154 \n", + "2617 0.565212 0.725659 0.354905 \n", + "2618 0.728218 0.634120 0.510493 \n", + "2619 0.385627 0.587804 0.561388 \n", + "\n", + "[2620 rows x 9 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Преобразуем нормализованные данные обратно в DataFrame с исходными именами колонок\n", + "X_train_scaled_df = pd.DataFrame(X_train_scaled, columns=X.columns)\n", + "\n", + "# Теперь ты можешь увидеть нормализованные данные с названиями столбцов\n", + "X_train_scaled_df" + ] + }, + { + "cell_type": "markdown", + "id": "ab8e575d-5e81-401a-865a-c64a8ac99f67", + "metadata": {}, + "source": [ + "___\n", + "# Лабораторная работа 2" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "baadf589-f410-490f-a02e-68c63fc3347c", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "from sklearn.model_selection import GridSearchCV" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "21e21e6f-74b1-4b3b-a7ad-bfd0f8b2fb63", + "metadata": {}, + "outputs": [], + "source": [ + "# from sklearn.model_selection import GridSearchCV\n", + "\n", + "# # Для дерева решений\n", + "# param_grid_dt = {'max_depth': list(range(1, 11))}\n", + "# grid_search_dt = GridSearchCV(DecisionTreeClassifier(random_state=42), param_grid_dt, cv=5)\n", + "# grid_search_dt.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для дерева решений:\", grid_search_dt.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_dt.best_score_)\n", + "\n", + "# # Для K-ближайших соседей\n", + "# param_grid_knn = {'n_neighbors': list(range(1, 31))}\n", + "# grid_search_knn = GridSearchCV(KNeighborsClassifier(), param_grid_knn, cv=5)\n", + "# grid_search_knn.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для KNN:\", grid_search_knn.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_knn.best_score_)\n", + "\n", + "# # Случайный лес\n", + "# param_grid_rf = {\n", + "# 'n_estimators': [10, 50, 100, 200, 500],\n", + "# 'max_depth': list(range(1, 11)),\n", + "# 'min_samples_split': [2, 5, 10],\n", + "# 'min_samples_leaf': [1, 5, 10]\n", + "# }\n", + "# grid_search_rf = GridSearchCV(RandomForestClassifier(random_state=42), param_grid_rf, cv=5)\n", + "# grid_search_rf.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для случайного леса:\", grid_search_rf.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_rf.best_score_)\n", + "\n", + "# # Градиентный бустинг\n", + "# param_grid_catboost = {\n", + "# 'iterations': [50, 100, 200, 500, 1000],\n", + "# 'learning_rate': [0.01, 0.05, 0.1, 0.5],\n", + "# 'depth': list(range(1, 11))\n", + "# }\n", + "# grid_search_catboost = GridSearchCV(CatBoostClassifier(random_state=42, verbose=200), param_grid_catboost, cv=5)\n", + "# grid_search_catboost.fit(X_train, y_train)\n", + "# print(\"Лучшие параметры для градиентного бустинга (CatBoost):\", grid_search_catboost.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_catboost.best_score_)\n", + "\n", + "# # Нейронные сети\n", + "# param_grid_mlp = {\n", + "# 'hidden_layer_sizes': [(10,), (50,), (100,), (200,), (500,)],\n", + "# 'max_iter': [100, 200, 500, 1000],\n", + "# 'activation': ['relu', 'tanh', 'logistic']\n", + "# }\n", + "# grid_search_mlp = GridSearchCV(MLPClassifier(random_state=42), param_grid_mlp, cv=5)\n", + "# grid_search_mlp.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для нейронной сети:\", grid_search_mlp.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_mlp.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "8295f5b0-6be0-4035-a74f-4aaeae06bd53", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для KNN: {'n_neighbors': 33}\n", + "Лучшая точность: 0.648854961832061\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Для K-ближайших соседей\n", + "param_grid_knn = {'n_neighbors': list(range(1, 36))} # Количество ближайших соседей, которые учитываются при прогнозировании.\n", + " grid_search_knn = GridSearchCV(KNeighborsClassifier(), param_grid_knn, cv=5, n_jobs=-1)\n", + "grid_search_knn.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для KNN:\", grid_search_knn.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_knn.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_knn['n_neighbors'], grid_search_knn.cv_results_['mean_test_score'])\n", + "plt.xlabel('Количество ближайших соседей')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества ближайших соседей на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "2049f73c-ea87-44fa-b4c5-4d1358dfa5af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для дерева решений: {'max_depth': 7}\n", + "Лучшая точность: 0.6312977099236641\n" + ] + }, + { + "data": { + "image/png": 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zByPOWnLwyr8vfYDjtfPzyB9SONP99NNPiwwrf3jbtm2b+LDHWWSJtB6pPIP/XrlWXmp1x7W93L+Zy5C4tpdrz/k6mgjeVPG6OVv7+eefi2Cf67j5Na5rRrsm/C0Nb5bk54xbQnK5Cn9o4Q8JfN/axGUe/OGG9zvw37vUco6/iVLt/cwfePix879j3vjJ/975QxX/2+WymYpZ7JrwB2jOKksfdleuXCledw7OAXQBQTOAAVD9mpe/huZ+pxxQcEAp4RIKfvPgN1P+6rY2OINYXR9U/jqbgwwOWKQ+xJrEb6o1ZYmWLl0qMtscEPBmQQ4OuMSBgzUOnBqCs7z8QYDffDl7VhtcO8vBO2enVTtkqL4+3NmBg3Du4MB1x1yHzK8PdzypiANS1UBDU0aNGqW8fQ7c+YNPXWpT+YOK9NV6VX2++fFLQXPr1q3FhwT+EML9kPlvhzPQXM6i+vcr4YCXy1z4Mg4uuUa84hRF/oDCtdT8YYMDNQ4IOQjlDZMVP2xxqYr0enANMT/nHBRLWXL+sMIbWnnjGG+K4wCa186Be1V12PXFH2q5pzl/kOCgnP9e+INvdXXhdcX7GHgPAn8LxK8Vf5vBXUX4g4M2ezQzzlRz8MqlWvz68QdHDox5w6HUy5vxa3Xs2DGxOZRfa/63wOdxwF3b/6NU8Ycg6ZsI1deYyzQAdEE0c9XJPQEAGAnOXl64cEFkb40Vl1vwoaqAnssCOECq61uINKjmxIkTlbYiAwDQV6hpBgCoA/56mcsDKssyAwCA8UJ5BgBALXBNKtd/80hu/jpatTTGGHF3BdVNphXx1+PaKNkBANBXCJoBAGq5cZHLCnhqIXcOqEsvbEPE/burw63FVDcHAgAYO9Q0AwAAAADUADXNAAAAAAA1QNAMAAAAAFAD1DRrEffNvHXrlhgTrNp7FAAAAAD0A1cq88Ac7qXO0yyrgqBZizhg9vf3l3sZAAAAAFCD+Ph48vPzq/JyBM1axBlm6UWQRh0DAAAAgP7gaZWc5JTitqogaNYiqSSDA2YEzQAAAAD6q6ZSWmwEBAAAAACoAYJmAAAAAIAaIGgGAAAAAKgBgmYAAAAAgBogaAYAAAAAqAGCZgAAAACAGiBoBgAAAACoAYJmAAAAAIAaIGgGAAAAAKgBgmYAAAAAgBogaAYAAAAAqAGCZgAAAACAGiBoBgAAAACoAYJmAAAAAIAaIGgGAAAAAKgBgmYAAAAAgBogaAYAANBj6bmF9Ne5W5SVXyT3UgBMmqXcCwAAAIB7nYvPoNXhMbT1/G0qLC6lHs3caO0LPcjc3EzupQGYJATNAAAAeiK/qEQEyT+Hx9C5hEzl+WZmREej0+nXE3E0unuArGsEMFUImgEAAGQWn55Ha47F0foTcXQnT1GGYW1hTg+396ExYQF0KvYOfbLtCs3ffpXub+lJPs6N5F4ygMlB0AwAACCD0tIyOhSVSj+Fx9Luq0lUVqY439elET3bvSk93dWf3B1sxHnt/Vxo24XbdCYug97bdJF+HNeFzDj9DAA6g6AZAABAhzLvFtHvpxLo56OxdCM1V3l+72APGhsWIDLJlhbq+/QtzM3o85Htadg3h2jP1WT68+wtGtHJV4bVA5guBM0AAAA6cOV2lsgqbz5zk+4WlYjzHG0saWRnP1GC0byxQ7W/38LLkV65P5i+3BVJH/51iXq38CCP8kw0AGgfgmYAAAAt4a4XOy8l0s/hsXQ8Jl15fqiXowiUH+vkS/Y2tX8rfrl/c1GmcTUxmz7Ycom+e/Y+La0cACpC0AwAAKBhSVn5YmPfr8fjKCW7QFli8WAbb1GC0S3IrV41yVYW5rTgiQ706KJDosvGIx0SaXAbby08AgCoCEEzAIABOR13hzaeSqCOfi7UN6QxeTvbyr0kKFdWVkbHb6SLEgzOLheXKnb2NXa0oWe7NRWb+7ycGv56tfNzpkl9m9H3+6Pp/c0XqXszd3JuZKWBRwAA1UHQDABgIIpLSum1dWcpLj2P1h6LU37N3y+0MfVt0Zi6BrmSjaWF3Ms0ObkFxbTpzE1RghGRlK08v1ugmyjBGNLGm6wtNTuAd8bAEPrnUpLYSDh/+xX6dGR7jd4+ANzLrIw/GoNWZGVlkbOzM2VmZpKTk5PcywEAA/fn2Zs0fd1ZkVUM9LCn8wkZyjZlrJGVBYU1d6e+LTyoX6gnBbrboS2ZFl1PyRGBMnfCyC4oVr4G3NWCSzBa+Wj3//1j0Wk0atlRcXzNC92pV7CHVu8PwNTjNQTNWoSgGQA02dP3wf87QJFJOfTG4BCadn8LupNbSAejUulAZArtj0xR1s5K/N0aUb8QRRa6Z7AHOdRhwxlUne3ffTVZBMvcY1kS5GFPY3oEiE4YuiyVmL35omhdx6/1ztf6kp01XmOAukLQrAcQNAOApvxzKZFe/PmUaFF2aNb99wRm/F85d1Tg4JmD6BMx6VRU8t9/75bmZtQ5wFVZytHax4nMzZGFrq20nAJadyJelMXczLgrzuMk/gMtPWlsWKDosSzH85lTUEyDv9pPtzLz6fleQTRneGudrwHA0CFo1gMImgFAE/i/6RGLj9C5+Aya0r85vfVgy1rV2YZfT6MD1xRZ6Ni0PLXLub+vooyjsQj4pMlzoP68n43PEFll7lRRWFIqzne1s6JRXZvS6O5Nyd/NTu5l0r6IZBq/8oQI4je+3FN8OAKA2kPQrAcQNAOAJhyOSqXRPxwjG0tzOjzr/noNtIhJzRUBNGehj1xPo7xCxXANxsFWO19nkYHmILqTv8s9E+lMSX5RCf117pbognHhZqby/A5+zjQmLJAebu9Dtlb6teFy5m9n6Y/TNynY04G2vdobG0IB6gBBsx5A0AwAmvDs8qMi0B3fM5A+eKRNg2+voLiETsXeKS/lSBWT6lQ52lpSr+aKLDS3tfN1aUSmID49j345GkvrT8ZTRl6ROI+7XnCQzCUYHf1dSF9xffugr/dTak6hmBr4+uBQuZcEYDAQNOsBBM0AoIm+zI8vPiJqkve/NUArAWxyVj4duJYqguhD11LoTnnAKOHspZSF7h7kpndZ1oZusOQMPJdg7IlIVnYj4ef5uR4BNKqrP7nZW5Mh2H7hNk1Zc1r8rWyZ1ptaN8H7DkBtIGjWAwiaAaChXlh9kv69kkRPdvajBU920Pr9lZSWiZIEqSPHmbg7VD6jQ+ASER6mwfXQ/UMbU/PGDgbZ1i4zr4g2nIoXmeUYlXrvPi08RFb5/paeYoKfIeG385d/OUU7LyWJcptNU3qadJkNQG0haNYDCJoBoCGuJmbRgwsPiprjf2f2EwGqHMHl4euptD8iRWRkb2fmq13OGdm+IR6itR23tXOy1e/JdJduZYqs8uazNym/qFRZjvJEZz/RMq6ZDM+xpr81GPjVfsrKL6ZZQ1vSy/2ay70kAL2HoFkPIGgGgIZ49dcztOXcLRrWzocWjb5PLzKZ15JzlFnoYzfSqbBYEXgyzsze19RFWcrRtomzXrS14zX+ffG2CJZPxt5Rnt/S21FklUd0amJU/Y03nIynNzeeF98K/D29j8F/EADQNgTNegBBMwDUF3e7uP/LfaI0grshtGniTPrmbmEJHb2Rpgyio1Ny1S7nWmAud+Aguk+IB3k62up0fYmZ+bT2WCytPR5PqTmKwS9c7/tgW28RLHcNdDXI0pKa8Nv62BXH6eC1VPEY178YphcfXgD0FYJmPYCgGQDq650/ztOvx+NpQGhjWjmhGxlK9wnRFzpC0daOB2+o4oEq0nAV7iXMnSk0jd/Sjkan00/hMfTP5SRRo808HW3o2e5N6dluTcnTSbfBu1yvxZCFB0RrwY8fbSNa5QFA5RA06wEEzQBQ3wxpn8/3iIl+G18Ooy6BbmRoikpK6XTsHeVwlYs31dva2VtbUFh5W7t+LRpTU/eGDQnhAH3T6QQxUppHjUu6BbnRuLBAGtzGi6xMbFPcqsM36IO/LovneueMvuTnKv8gFgB9hKBZDyBoBoD6+HjrZfrx0A0R8P32UhgZg5TsAjoUpchCc9lAWm6h2uVBHvZiMyFvKuzRzL3WNcZRydmiVvn30zeVmW07awt6rJMvjQkLoJbepvt/L7fTe+r7cFHHzc/tqgldjbIcBaChEDTrAQTNAFBX6bmF1OvTPXS3qIRWP99NBDvGGMxdupWlLOXgXtTFKn3trC3MqWuQa3kQ3ZhCvRzVgr3iklL690qyKMHgMhBJMw97ESiP7Oyn9108dCUqOYce+uag2Az55ZMdxHMDAOoQNOsBBM0AUFdf/hNB3+6Jora+TvTXtN4mkRnMzi8SwS+XcXAQfTPjrtrlXk42og6aA+i49DxaczSWbpW3vuP9bQ+08qKxYQFiiiE2vN1r0d4oWrAzgpwbWYnWhY0d6z6GHcCYIWjWAwiaAaCuwWPPT/dQdn4xLRl9Hw1t50Omht+SolNzlX2hj0anKfspV+zM8XRXf7G5D7W6NdeXj1h0WGT3H2rnTYtHd5Z7SQAGGa/pxa6IRYsWUWBgINna2lL37t3p+PHj1V4/IyODpk6dSj4+PmRjY0MhISG0fft25eVLliyh9u3biwfOh7CwMPr777/VbiM/P1/chru7Ozk4ONDIkSMpKSlJ7TpxcXE0bNgwsrOzI09PT3rzzTepuFh9NzgAgKb8cjROBMzNG9vTkDbeZIo4s85DXJ7vHUSrJnSjs3MG088Tu9ELvYOolY+TaKH21VMd6Mis++mtB1siYK4F3gD52cj2oo/29guJtOPibbmXBGCQZO/mvn79epo5cyYtXbpUBMwLFy6kIUOGUEREhAhUKyosLKRBgwaJyzZu3Ei+vr4UGxtLLi4uyuv4+fnRp59+Si1atBBZi9WrV9Ojjz5KZ86coTZt2ojrzJgxg7Zt20YbNmwQny6mTZtGjz/+OB0+fFhcXlJSIgJmb29vOnLkCN2+fZvGjh1LVlZWNG/ePB0+QwBgCvKLSujHQ9Hi+JT+wSgzKGdrZUF9uM9zC+Or7daltr7O9HK/ZrRo73V6f/MlCmvmQc52qPsGqAvZyzM4UO7atSt999134nRpaSn5+/vTK6+8QrNmzbrn+hxcL1iwgK5evSoC2Npyc3MTvzdx4kSRfm/cuDGtXbuWnnjiCXE5316rVq0oPDycevToITLTDz/8MN26dYu8vLyU9/32229TSkoKWVtb33MfBQUF4qCa7ufHgvIMAKgJb2qb8+clMZZ635v9Ta49Gujmg9mwbw7S9ZRcMTb8iyc7yL0kAL1gEOUZnDU+deoUDRw48L8FmZuL0xy8VmbLli2i3IJLKziYbdu2rcj8cma4Mnz+unXrKDc3V/we4/ssKipSu9+WLVtS06ZNlffLP9u1a6cMmBlnwPmJvXTpUqX3NX/+fPGkSwcOmAEAalNz+v1+RZaZs4EImEFbWXsu0+C9pRtPJYhJjgBQe7L+z5yamiqCWtXAlPHpxMTESn8nOjpalGXw73Ed8+zZs+nLL7+kTz75RO16Fy5cELXKXPP88ssv06ZNm6h169biMr5tzhSrlnRUvF/+Wdm6pMsq884774hPKdIhPj6+zs8JAJiezWduio4RHg429GQXfNgG7eFBOTzshb3zxwXKrTC1EQCqZnDpDC7f4HrmZcuWUefOnWnUqFH03nvvidIJVaGhoXT27Fk6duwYTZ48mcaNG0eXL1/W6to4QJc2H0oHAIDq8JjnJfuvi+Mv9AkS2UAAbXpzSCj5uTYSH9S4FR0AGEDQ7OHhQRYWFvd0reDTvAGvMtwxg7tl8O9JuBaZs79c7iHhTHJwcLAIrLlsokOHDvR///d/4jK+bb4ud+Go6n75Z2Xrki4DANCEnZcSKToll5xsLem5HgFyLwdMgL2NJc1/vJ04vjo8hk7GpMu9JACDIGvQzIEtB7W7d+9WyyTzaan+uKJevXpRVFSUuJ4kMjJSBNOVbc5TvV1pkx7fJ28iVL1f7tbBLeak++WfXOKRnJysvM6uXbtE9lgq8wAAaAjeh82DJ9j4XkHkYCN7QyMwEdyN5MnOfsStAN76/bzYJAgAel6ewe3mli9fLtrCXblyRZRS8Ka9CRMmiMu5zRvXCkv48vT0dJo+fboIlrltHG8E5I2BEr7+gQMHKCYmRgS+fHrfvn00evRocTlv0uMuGnzfe/fuFRsD+f44UObOGWzw4MEiOB4zZgydO3eOdu7cSe+//764Hy7DAABoKJ6AxwMn7KwtaEJPRZ0pgK68P6y1mA7I33R8s/ua3MsB0HuypzW4JplbuM2ZM0eUWHTs2JF27Nih3HTH2V/uqCHhjhQcwHKfZR5gwn2aOYDmVnASzg5zsM29lTlA5uvx73B/Z8nXX38tbpeHmnAGmjtjLF68WHk5l39s3bpVBOkcTNvb24u66I8++khnzw0AGLfFexW1zM92a0qu9lV/UwagDdyn+eNH29LLv5yi7w9E00PtfEQ/ZwDQ0z7NxgxjtAGgKsdvpNNT34eTtYU5HXhrAHk728q9JDBRU9ecpm0XblNrHyf6c1ovtDwEk5NlCH2aAQBMlVTLPLKzHwJmkNUHj7QhFzsrunw7i5YdUPQLB4B7IWgGANCxizczRT0zT8rmYSYAcuK65jkPKza4/9+/1ygqOUfuJQHoJQTNAAA6tnifIsv8SIcmFOBuL/dyAOixTr7UP7QxFZaU0tu/nxf9wwFAHYJmAAAd4ize3xcVU0Un9w+WezkAgpmZGf3vsXZkb21Bp2Lv0E/hMXIvCUDvIGgGANChpfuvi964g1p7Uai3o9zLAVDydWlEsx5qJY5/viOC4tPz5F4SgF5B0AwAoCMJd/Jo85mb4viU/s3lXg7APUZ3a0rdgtzoblEJvfPHBTGABwAUEDQDAOjI8gPRVFxaRr2C3alTU1e5lwNwD3NzM/psZHuysTSnQ1GptOFUgtxLAtAbCJoBAHQgJbuA1p2IF8enopYZ9FiQhz3NHBQijn+y9TIlZ+XLvSQAvYCgGQBAB348dIMKikupo78LhTV3l3s5ANWa2DuI2vk6U1Z+Mb2/+SLKNAAQNAMAaF9mXhH9cjRWHJ82IFh0KgDQZ5YW5vT5E+3J0tyM/rmcRNsvKDq+AJgyBM0AAFrG7btyCoqppbcj3d/SU+7lANRKKx8n5YbVuVsu0p3cQrmXBCArBM0AAFqUV1hMKw7fEMcn928uNloBGIqp9wdTC08HSs0ppI+3XpZ7OQCyQtAMAKBFvx6Ppzt5RRTgbkfD2vnIvRyAOrGxtKDPnmhPXFH0x5mbtPdqstxLApANgmYAAC0pKC4RbebYy/2aizpRAENzX1NXer5XkDj+3qYLlJ1fJPeSAGSB/8EBALTkj9M3KTErn7ycbOjx+3zlXg5Avb0+OISautnRrcx8+mzHVbmXAyALBM0AAFpQXFIqRmazSX2aia+5AQyVnbUlffp4O3H8l6NxdCw6Te4lAegcgmYAAC3YduE2xablkaudFT3bvancywFosJ7BHvRMN39xfNYfFyi/qETuJQHoFIJmAAANKy0to8V7FVlmrgXlLB2AMXjnoVai3OhGai59/W+k3MsB0CkEzQAAGrbnajJFJGWTg40ljQ0LlHs5ABrjZGtF/xuhKNPgTa7nEzLkXhKAziBoBgDQIB43/N3eKHH8uR4B5GxnJfeSADRqYGsvGt6hCZWWEb218TwVFpfKvSQAnUDQDACgQeHX0+hsfAbZWJrTxN6KNl0AxuaD4a3Jzd6ariZmKze8Ahg7BM0AABq0aJ8iyzyqqz81drSRezkAWuHuYENzh7cWx7/dc40ik7LlXhKA1iFoBgDQkDNxd+hwVBpZmpvRi32byb0cAK16pEMTeqClJxWVlIkyjRKu1wCNycwrQumLnkHQDACgIYv3Kb6mHtHJl/xc7eReDoBWmZmZ0SePtSVHG0tRkrTy8A25l2QU7uQW0gdbLlHnT3bR+JXH5V4OqEDQDACgARGJ2bTrchKZmSlGZgOYAh/nRqINHfvinwiKS8uTe0kGq6C4hJYduE59F+ylVUdiqLi0jI7dSBfng35A0AwAoAFLymuZh7b1pmBPB7mXA6AzPPAkrJk75ReV0qw/zosOMlB7/HxtO3+bBn61n+Ztv0rZ+cXU0ttRtKzkkpfryblyLxHKIWgGAGggzq5tOXdLHJ/SP1ju5QDovEzj05HtyNbKnI5cT6N1J+LlXpLBOB13h55YGk5T156m+PS75OloQ58/0Z62vdqHWvs4ietEJGXJvUwoh6AZAKCBluy/LnrW9gtpTG19neVeDoDOBbjb0xuDQ8XxeduuUGJmvtxL0mvx6Xk0be1penzxEToVe4caWVnQawNb0L43+9NTXfzJwtyMQrwV31hxWz/QD5jtCgDQABwc/H4qQRyfOgBZZjBdE3oF0V/nb9O5+Ax6f/MFWj62i8hCw38y7xbR4r1RtPJwDBWWlIo9EE/c50dvDAklLydbteuGeisyzZEImvUGgmYAgAb44WC0ePPrFuhG3YLc5F4OgGw4O7rgifY07JuD9O+VZBFAc1s6ICoqKaW1x+Jo4b+RdCevSJzXK9id3n2oFbVpUvm3U1zXLG0yBv2AoBkAoAGtodYcixPHpwxAxwyAEC9HmjagBX39b6Rom9arubsYhGLKm/z4A8T8v69QdIpiQx9vFH73oZY0INSz2kx8iKciaL6VmS8y1M6NrHS2bqgcapoBAOpp5ZEYultUQm2aOIl6ZgAgmty/uciSpucW0kdbL5Opungzk55ZfpQm/XRSBMzu9tb08Yi2tGN6H7q/pVeNpSvOdlbk46wo2biGiYt6AUEzAEA95BQU06ryYQ5cy4zaTQAFa0tz+mxkezI3I/rz7C3afSWJTMntzLs087ezNPy7Q3Q0Ol08H/xBYu+b/WlMjwCytKh96BVaXqKBzYD6AeUZAAD1sOZoLGXlF1OzxvY0pI233MsB0Csd/F3ohT7NaNmBaHpv00XqGuRGTrbGXV6QW1BMS/dfp+UHo0XPavZoxyb05pDQek8I5aB5X0QK6pr1BIJmAIA6yi8qoeUHFVnmyf2aiw1QAKBuxsAQ+udSIsWk5dH87Vdp/uPtyBjxAJINJ+Ppi38iKTWnQJzXJcCV3n+4NXX0d2nQbYd6YTOgPkHQDABQR/wGyW+Ovi6NaEQnX7mXA6CXGllb0Kcj29PTy47Sr8fjaHgHH+rZ3IOMyYHIFJq3/YqyfCLA3Y5mPdiSHmzrrZGSLak8IyIpW2wqRBmYvFDTDABQx9ZRS/dHi+Mv9WtGVnWoTwQwNT2audPo7k3F8Vm/X6C7hSVkDCKTsmnciuM0dsVxETBzZ4v3h7WiXTP60dB2PhoLbps3dhDfZHH3jKQsRRYb5INMMwBAHWw5e4tuZtwlDwdrMbkLAKo3a2hL2nM1meLS8+jLfyJE2YKhSskuoK92RdL6E3FiCqiVhRmN6RFIrz4QTC521hq/P1srCwp0t6PrKbl0NTGLvMu7aYA8kCIBAKil0tIyWrwvShyf2LuZeEMDgOo52lrRvMcU9cwrDt+gM3F3yBD3MXy35xr1X7BXlJpwwPxgG2+RWZ4zvLVWAmZJS2kyINrOyQ5BMwBALf1zOVFkfBxtLem5HoqvnAGgZgNaetJjnXxFsPn27+epoLjEYD4o/3E6gQZ8sU9s9MstLKEOfs7020thtHRMZwr0sNf6GtB2Tn+gPAMAoBZ4E86ivdfF8fE9A0X2DABqb/bDrcXGucikHFq89zrNGBRC+uxodBr9b9sVunAzU5xu4mxLbz3YUowGN9dhxxyessjQQUN+CJoBAGrhwLVU8ebZyMqCJvQKkns5AAbHzd6aPny0DU1be4YW7Y2ioe28laUH+iQ6JYfm/32Vdl1WDGVxsLEUw0km9g6SpSSLpyuya8k5or0dWlzKB+UZAAC1wG/y7JluTcWbPwDU3bB2PjS4tRcVl5bRWxvPU3GJYgiIPriTW0gfbLlEg78+IAJmjk2588e+N/uLqZ9y7WFo6mZHtlbmVFhcSjFpubKsARQQNAMA1OBETDodv5Eudsq/2LeZ3MsBMFjciu3jEW3FvoDzCZliY6DcuL562YHr1HfBXlp1JEYE9ANCG9PO1/rS/x5rRx4ONrKuj0tBUKKhHxA0AwDUYHF5lvmJzn5o+QTQQF5OtjR7mKLt3Jf/RNKN1FzZ9ilsO3+bBn61n+Ztv0rZ+cWiFOKXid1p5YRu1KI8UNUHmAyoH1DTDABQjUu3MmlvRIr4qvalvs3lXg6AUXiyix9tOXeLDkWl0qzfz9Ovk3rodHPd6bg7YpPfqVhF+ztPRxt6Y3Aojezsp5c1w8rJgAiaZaUXmeZFixZRYGAg2draUvfu3en48ePVXj8jI4OmTp1KPj4+ZGNjQyEhIbR9+3bl5fPnz6euXbuSo6MjeXp60ogRIygiIkJ5eUxMjPiKqLLDhg0blNer7PJ169Zp6VkAAH20eJ+iY8bD7ZvopL0UgCng99P5j7cTG2uP3UintcfjdHK/8el5NG3taXp88RERMPP9T3+gBe19oz891dVfLwPmiuO0QT6yZ5rXr19PM2fOpKVLl4qAeeHChTRkyBAR5HLAW1FhYSENGjRIXLZx40by9fWl2NhYcnFxUV5n//79IqjmwLm4uJjeffddGjx4MF2+fJns7e3J39+fbt++rXa7y5YtowULFtDQoUPVzl+5ciU9+OCDytOq9wMAxu16Sg5tv6D4v4J3zwOA5vi72dGbQ0Lpo62X6dO/r9L9LT2piUsjrdwXj6HmMquVh2OosKSUeMr1E/f50euDQw2i5EoKmnkjIA9awWAlEw2av/rqK5o0aRJNmDBBnObgedu2bbRixQqaNWvWPdfn89PT0+nIkSNkZaXok8pZalU7duxQO71q1SoRZJ86dYr69u1LFhYW5O3trXadTZs20VNPPUUODg5q53OQXPG6AGAalu67TmVlRANbeVIrH/1rjQVg6Mb1DKSt52/R6bgMem/TBVoxvqvIQmtKUUkprT0WRwv/jaQ7eUXivF7B7vTuQ62oTRNnMhSNHWxE15703EK6lpRD7fwMZ+3GRNbyDM4acyA7cODA/xZkbi5Oh4eHV/o7W7ZsobCwMJFJ9vLyorZt29K8efOopKTq6UKZmYrG5G5ubpVezms4e/YsTZw48Z7L+H48PDyoW7duImDnjQNVKSgooKysLLUDABimmxl3adOZm+L4lAHBci8HwChxOcTnT7QnawtzsXdg81nFv7mG4vdqbhs3ZOEBmrvlkgiYmze2pxXju4iNfoYUMDP+ICFtBryaiNjCJDPNqampItjl4FcVn7569WqlvxMdHU179uyh0aNHizrmqKgomjJlChUVFdHcuXPvuX5paSm99tpr1KtXLxFgV+bHH3+kVq1aUc+ePdXO/+ijj+j+++8nOzs7+ueff8T95OTk0Kuvvlrp7XAt9YcffliHZwAA9NXyA9Gi9VTP5u50X1NXuZcDYLSCPR3p1QeCxZjqD/+6TH1aNG5Qm7eLNzPFJr/w6DRxmjO0Mwa2oKe7NSUrC73YylXvEg1+TNgMaMLlGXXFQTCXWnANMpdZdO7cmW7evCnqkSsLmjlTfPHiRTp06FClt3f37l1au3YtzZ49+57LVM/r1KkT5ebmivupKmh+5513RH22hDPNXD8NAIYlNaeAfi3fmMRDDQBAu17q15y2XUikK7ezRGZ40bP31fk2bmfepS92RtIfZxJEWZW1pTk93yuIpgxoTk5GMPYemwHlJ+tHLi574MA3KUkxqlLCp6uqI+aOGdwtg39PwlnixMREUe6hatq0abR161bau3cv+fn5VXp7vJkwLy+Pxo4dW+N6eaNiQkKCKMOoDHfycHJyUjsAgOFZcegGFRSXUgd/F5FpBgDt4gzwgifai3IN7p2881JirX83t6CYvvwnggZ8sY9+P60ImB/p0IR2z+xHs4a2NIqAmaHtnIkHzdbW1iJTvHv3brVMMp/muuXKcJkFl2Tw9SSRkZEimObbk2qZOGDmzX1cyhEUFFTlGrg045FHHqHGjRvXuF6ue3Z1dRXBMQAYJ95l/3N4rDg+tX9zjW5KAoCqtfV1Vk7cnL35ovi3WJ2S0jJadzyO+i3YR9/uiaL8olLqEuBKm6b0pG+e6SS6cxgTaSpgcnaBGPkNJlieweUM48aNoy5duojNdtxyjssgpG4anAHmtnJcL8wmT55M3333HU2fPp1eeeUVunbtmtgIqFoywSUZXHLx559/il7NnIVmzs7O1KjRf+1sOPg+cOCAWo9nyV9//SUy3j169BD9o3ft2iXu54033tDBswIAcvk5PIayC4opxMuBBrZS328BANrFPZN3Xkyk6NRcmrftCn32RPtKr3cgMoXmbb9CV8uzrgHudjTrwZb0YFtvo/2g62BjSX6ujSjhzl1RotGjGb4FM7mgedSoUZSSkkJz5swRwW3Hjh1Fyzhpc2BcXJzoqCHhGuGdO3fSjBkzqH379iKg5gD67bffVl5nyZIl4mf//v3v6bk8fvx45WnuhsFlG9zDuSJuZ8dDV/h+OHMdHBysbI8HAMYpr7CYVhyOEcen9A/W6YQyACDRf5gD5ae+D6f1J+NpeIcm1LuFh/LyyKRssclvf2SKOO1ka0mvPtCCxoQFkI2l8fcu5jHfImhORNAsB7Oy6nqoQYPwRkDObnPLO9Q3AxhGLTMPWmjqZkd7Xu9Hlga80x7AkM398yKtDo8VmdWdr/WlvMIS+mpXJK0/EUelZUSW5mYiUH71/hbkaq8ozTQFn++4KqaUPtOtqZioCLqN12TPNAMA6IPC4lJadiBaHH+5X3MEzAAyevPBlvTvlWSRVR2/8jhdvpVFuYWKeQxD2njRrKGtKMgEx9pLmwE54w66h3cFAACeCnomgRKz8snT0YZGdvaVezkAJo3rd+eVZ1JPxNwRAXN7P2da/2IP+n5MF5MMmFlLb0UWNDIxu9pha6AdyDQDgMnjXfhL9l0Xx3n3vinURgLou34hjemV+4Npz9VkmtSnmWgjZ+r7DPjDApem8GZlnlrq52pcHUL0HYJmADB52y/cppi0PHKxsxK1ggCgH14fHCoOoMADW5o3dhDdM7hEA0GzbqE8AwBMGn/FuWhvlDg+oWcQ2dsglwAA+l/XLLXbA91B0AwAJo2/+uU3H3trCxrXM0Du5QAAVAuTAeWDoBkATDrL/F15lvm5sABysTOd1lUAYJhCyycDImjWPQTNAGCyjkan05m4DFEnOLF3kNzLAQCodab5ekoOFZWUyr0ck4KgGQBM1uJ9iizzqC7+5OloK/dyAABqxANfuJysqKSMbqTmyr0ck4KgGQBM0rn4DDp4LZUszM1EmzkAAENgZmZGIdgMKAsEzQBg0lnmRzs2IX83tG0CAMPRUpoMiKBZpxA0A4DJ4f6mOy8lkZkZ0ZT+zeVeDgBAvTYDItOsWwiaAcDkSNP/hrT2pmBPxZsPAIChkMozIpKy5F6KSUHQDAAmJS4tj7acuyWOTx0QLPdyAADqrKW3k/gZn36XcguK5V6OyUDQDAAm5fsD16mktIz6hjSmdn7Oci8HAKDO3OytqbGjjbLcDHQDQTMAmIzkrHzacDJBHJ+KWmYAMGAYcqJ7CJoBwGT8cOgGFZaUUpcAV+oW5Cb3cgAAGj5OG5lmnUHQDAAm4U5uIf1yNFZZy8y9TgEADD5oRqZZZxA0A4BJWHUkhvIKS6i1jxP1D20s93IAADTSqxlBs+4gaAYAo5dTUCyCZoYsMwAYgxaejqLXfFpuIaXmFMi9HJOAoBkAjN7aY7GUebeImnnY04NtveVeDgBAgzWytqCA8mmmyDbrBoJmADBq+UUltPzgDXH85f7NycIcWWYAMK66ZkwG1A0EzQBg1DaeSqCU7AJq4mxLIzr6yr0cAAAttJ3DZEBdQNAMAEaruKSUlu5XjMx+sW8zsrbEf3kAYDxCyycDRiTlyL0Uk4B3EAAwWjwuO+HOXXK3t6ZRXZvKvRwAAK2UZ1xLyqbS0jK5l2P0EDQDgFHiN5DF+xRZ5ud7B4lNMwAAxiTQ3U58g8btNOPv5Mm9HKOHoBkAjNI/l5MoKjmHHG0taUxYgNzLAQDQOEsLcwpu7CCOo4OG9iFoBgCjU1bGWeYocXxcWCA52VrJvSQAAK3AkBPdQdAMAEbnUFQqnU/IJFsrc5rQK1Du5QAAaE2I1HYuCUGztiFoBgCjs2ivIsv8TLem5O5gI/dyAAC0vhkwEplmrUPQDABG5VRsOh2NTicrCzOa1KeZ3MsBANBJeUZ0ai4VFJfIvRyjhqAZAIzKor2KjhmPd/KjJi6N5F4OAIBWeTvZkpOtJZWUltH15Fy5l2PUEDQDgNG4dCuT9lxNJp6UzSOzAQCMnZmZ2X8lGqhr1ioEzQBgNJaU92Ue1r4JBXnYy70cAACdkILmq6hr1ioEzQBgFKJTcmjbhdvi+BRkmQHAFMdpJ2bJvRSjhqAZAIzC9/ujqayM6IGWntTKR/EGAgBgCkK9pPKMHLmXYtQQNAOAwbuVcZf+OJMgjk8ZECz3cgAAZAmab2bcpaz8IrmXY7QQNAOAwVt2IJqKSsqoRzM36hzgKvdyAAB0ytnOinycbcVx9GvWHgTNAGDQUnMKaN2JOHF8KrLMAGCiQsqzzdgMqD0ImgHAoK08fIPyi0qpvZ8z9Q72kHs5AACyDjlB2zntQdAMAAaLa/d+OhKrzDJzv1IAAFOEtnPah6AZAAzWz+GxlF1QTC08HWhQKy+5lwMAIHt5RkRiNpVxKyHQOATNAGCQ7haW0IpDN8TxKQOakzmPAQQAMFHBng5kYW5GmXeLKDm7QO7lGCUEzQBgkNafiKO03ELyc21Ew9s3kXs5AACysrWyoEB3O3EcJRragaAZAAxOYXEpfX8gWhx/uV9zsrTAf2UAAFJdMyYDagfeaQDA4Oy6nES3M/OpsaMNPdHZT+7lAADohVAvaZw2JgMabdC8aNEiCgwMJFtbW+revTsdP3682utnZGTQ1KlTycfHh2xsbCgkJIS2b9+uvHz+/PnUtWtXcnR0JE9PTxoxYgRFRESo3Ub//v3FTnvVw8svv6x2nbi4OBo2bBjZ2dmJ23nzzTepuLhYw48eAOpqz9Vk8XNExybiK0kAAFDJNCch06wNliSz9evX08yZM2np0qUiYF64cCENGTJEBLkcqFZUWFhIgwYNEpdt3LiRfH19KTY2llxcXJTX2b9/vwiqOXDmIPfdd9+lwYMH0+XLl8ne3l55vUmTJtFHH32kPM3BsaSkpEQEzN7e3nTkyBG6ffs2jR07lqysrGjevHlafU4AoGqlpWW0PzJFHO8feu//EQAApt6r+VpSDpWUlomNgWBEQfNXX30lgtcJEyaI0xw8b9u2jVasWEGzZs265/p8fnp6ughkOYBlnKVWtWPHDrXTq1atEkH2qVOnqG/fvmpBMgfFlfnnn39EkP3vv/+Sl5cXdezYkT7++GN6++236YMPPiBra2uNPH4AqJvLt7PEFEA7awvqEoiR2QAAEn83O7K1MhcDn2LTcqlZYwe5l2RUZC3P4KwxB7IDBw78b0Hm5uJ0eHh4pb+zZcsWCgsLE5lkDmbbtm0rMr+cGa5KZmam+Onm5qZ2/po1a8jDw0PcxjvvvEN5eXnKy/j+27VrJ+5DwhnwrKwsunTpUqX3U1BQIC5XPQCAZu0tL83oFexBNpYozQAAkHBmWbVfMxhR0JyamiqCXdXAlPHpxMTESn8nOjpalGXw73Ed8+zZs+nLL7+kTz75pNLrl5aW0muvvUa9evUSwbHk2WefpV9++YX27t0rAuaff/6ZnnvuOeXlfP+VrUu6rDJcS+3s7Kw8+Pv71+HZAIDa2KcszWgs91IAAPROaHnQjLZzRlieUVccBHOpxbJly8jCwoI6d+5MN2/epAULFtDcuXPvuT5npC9evEiHDh1SO//FF19UHueMMm8qfOCBB+j69evUvHnzeq2Ng2+uz5ZwphmBM4DmZOQV0pm4O+I46pkBAKreDBiZhKDZqIJmLo3gwDcpKUntfD5dVa0xB7dcy8y/J2nVqpXI/nK5h2qt8bRp02jr1q104MAB8vOrvi0Vb0JkUVFRImjm+6/YxUNaZ1Vr404efAAA7ThwLZVKy3hcrAP5ujSSezkAAHrcqxlBs1GVZ3CAy5ni3bt3q2WS+TTXLVeGyyw4sOXrSSIjI0UwLQXMPHOdA+ZNmzbRnj17KCgoqMa1nD17Vvzk22F8/xcuXKDkZEX9JNu1axc5OTlR69atG/CoAaC+9kUo/j0iywwAUH3QHJOWS/lFVe/3AgPs08zlDMuXL6fVq1fTlStXaPLkyZSbm6vspsFt3rjsQcKXc/eM6dOni2CZO23wRkAuw5Dwca5XXrt2rejVzFloPty9e1dcziUY3AmDNyHGxMSIzYV8P9xZo3379uI63KKOg+MxY8bQuXPnaOfOnfT++++L20Y2GUCeVnMHpHrmENQzAwBUprGDDbnaWYlv5bj1HBhRTfOoUaMoJSWF5syZIwJbbu3GLeOkTXc8YIQ7aki4RpgD2BkzZogAl/s0cwDNreAkS5YsUQ4wUbVy5UoaP368yEhzKznuCc0BOt/myJEjRVAs4fIPLu3gIJ2zztzfedy4cWp9nQFAdy7d4lZzhWQvWs2pd8IBAAAFHtbG2eaj0ekUkZRN7fyc5V6S0TAr41oG0AreCMhdNLjlHZd1AED9fbP7Gn21K5IGt/aiZWO7yL0cAAC99cGWS7TqSAxN6hNE7w1DSamm4jXZyzMAAGoD9cwAALUj9WpG2znNQtAMAHrvTm4hnY3PEMfRnxkAoHpoO6cdCJoBQO8duJYiNrVw0/4maDUHAFCroDkpq0D0twfNQNAMAHpvfwSmAAIA1JaDjSX5uSoSDCjR0BwEzQCg963m9pe3muuHoBkAoE7jtFGioTkImgFAr124mUlpueWt5gLQag4AoC4lGsg0aw6CZgDQa/vKSzN6t/Aga0v8lwUAUBsYp615eAcCAL22LxKt5gAA6t1BIzGbMJJDMxA0A4DeSkerOQCAemnm4UCW5maUXVBMtzLz5V6OUUDQDAB66+C1FOIESUtvR/JxRqs5AIDa4nK25o0dxPGIxCy5l2MUEDQDgN7XM6NrBgBA3YVgM6BGIWgGAL1vNdc/BPXMAAB1xd/SSXXN0HAImgFAL52/mSlqmrlJf5dAV7mXAwBgsL2akWnWDATNAKCX9kUoumb0DvYgKwv8VwUAUN8OGtdTcqiopFTu5Rg8vBMBgF7XM6NrBgBA/fi6NBKDoYpKyigmNVfu5Rg8BM0AoHe4LONcgqLVHDYBAgDUj7m5GTYDahCCZgDQOwci0WoOAECTmwExGbDhEDQDgN7WM2MKIABAw4SUbwaMSELQ3FAImgFAr5SUltGBa6niOOqZAQA0sxkQmeaGQ9AMAHrlfEKGqGl2tLGkzgFoNQcAoIm2c3HpeZRbUCz3cgwagmYA0MuuGb1boNUcAEBDuTvYkIeDjTh+LTlH7uUYNLwjAYBe2SdNAURpBgCAhjcDZsm9FIOGoBkA9EZaToEoz2D9MDobAECjdc1oO9cwCJoBQG8cuKZoNdfKx4m8nW3lXg4AgFHVNUeig0aDIGgGAL2BKYAAAJqHDhqagaAZAPSn1ZxUzxyCoBkAQFNaeDmQmRlRak4hpeYUyL0cg4WgGQD0Ao/NvpNXRI62lnQfWs0BAGiMnbUlNXWzE8eRba4/BM0AoFelGX3Qag4AQGt1zQia669B70zZ2dn06quvUt++fWnq1KmUmZnZkJsDABO2Xxqdja4ZAABabDuHoFmWoPn111+nv/76i3r06EEHDhygV155pSE3BwAmimvszt9UfOjuh02AAAAaF+rtJH5eRQeNerOs/68S/fvvv/Tjjz/S/fffT88//zz169evITcHACaKNwByq7nWPk7k5YRWcwAAmhbq7SB+XkvKptLSMjI3N5N7SaaVaU5NTaXAwEBxPCgoSJwGAKgrtJoDANCuQHd7srY0p7zCEkq4c1fu5ZhG0JyVlaU8sJycHHEc9cwAUO9Wc9ekoBn1zAAA2mBpYU7BjRXZ5qsYp62b8gwXFxcy42Z/RFRWVkadOnVSHpfOBwCorbPxGZQhtZpr6iL3cgAAjHrIyeXbWWIy4OA23nIvx/iD5r1792pnJQBg0l0z+rZoLDIhAACg3cmAV9FBQzdBM9cu+/v7I6sMABqxr3wKILpmAABoF8ZpN4x5fYLmlBTFmxwAQEOkZBfQ+QTFfgiMzgYA0M2AkxupuVRQXCL3cow/aObaZQAATbWaY22aOJEnWs0BAGiVj7Ot2D9SXFpG0Sm5ci/HNPo0JyQkUH5+fqWXNW3atKFrAgATK81AqzkAAO3j0lqeDHgi5o4o0Wjloxh4AloMmrt27XrPeVL3jJISpPsBoJat5pRBM1rNAQDoQohXedCMyYC6CZqPHTtGjRsjMwQA9Xc2/g5l3i0iJ1tL6uSPVnMAALrAmWaGzYA6CJo5m8wlGJ6eyAwBQMOnAPYJQas5AABdCfVWlGQgaK47bAQEAHlHZ6NrBgCAzjto3My4S1n5RXIvx7iD5hs3bqA0AwAa3Gruwk1Fqzn0ZwYA0B1nOyvyLu9WdA11zdoNmvfs2UMbN2685/wNGzbQ6tWr63pzAGCC9pdvAGzr60Sejmg1BwCgS5gMqKOgef78+eTh4XHP+VzjPG/evHouAwBMyb7y0dn9Q7A3AgBA17AZUEdBc1xcnJgKWFFAQIC4DACgOsUlpXTwWqo4jv7MAADytJ1jCJq1HDRzRvn8+fP3nH/u3Dlyd3en+li0aBEFBgaSra0tde/enY4fP17t9TMyMmjq1Knk4+NDNjY2FBISQtu3b1fLhnMvaUdHR7HeESNGUEREhPLy9PR0euWVVyg0NJQaNWokuoG8+uqrlJmpqLFU7RRS8bBu3bp6PUYAUDgbnyFazTk3sqKOaDUHACBbeQb3akaDBy22nHvmmWdEgMkBad++fcV5+/fvp+nTp9PTTz9d15uj9evX08yZM2np0qUiYF64cCENGTJEBLmVtbUrLCykQYMGicu4ttrX15diY2PJxeW/N19eDwfVHDgXFxfTu+++S4MHD6bLly+Tvb093bp1Sxy++OILat26tfj9l19+WZxXsV575cqV9OCDDypPq94PADSg1VwLD7SaAwCQQbCnA5mbEWXkFVFydgF5lW8MhOqZldXxIwYHrWPGjBEb/ywtFTF3aWkpjR07VgS+1tbWdbk5EShzcPvdd98pb8vf319kgmfNmnXP9fk+FixYQFevXiUrK6ta3UdKSooIsjmYlgL9ivjxPPfcc5Sbm6t8XJxZ3rRpk8hU10ZBQYE4SLKyssRj4Qy2kxNGVQKwh789SBdvZtEXT3agJzr7yb0cAACTdP+X+yg6JZd+er4b9TXx1p9ZWVnk7OxcY7xW5zQPB8WcHeagdc2aNfTHH3/Q9evXacWKFXUOmDkAP3XqFA0cOPC/BZmbi9Ph4eGV/s6WLVsoLCxMZJK9vLyobdu2YgNideO7pbILNze3aq/DT5QUMEv4fnjjY7du3cRjrO4zBpeF8JMuHThgBoD/JGfni4CZ9TPx/6QBAOSEzYA6GqPNuI64RYsWyoxsfaSmpopgl4NfVXyag/LKREdHi7Z3o0ePFnXMUVFRNGXKFCoqKqK5c+fec33OXL/22mvUq1cvEWBXtY6PP/6YXnzxRbXzP/roI7r//vvJzs6O/vnnH3E/OTk5ojylMu+8844oNamYaQYAhf3lpRntfJ2psaON3MsBADBZoV5OtP1CItrOaTto/umnn0SJxLVr15QB9JtvvinKNrSNg2AutVi2bBlZWFhQ586d6ebNm2I9lQXNnCm+ePEiHTp0qNLb48B22LBhorb5gw8+ULts9uzZyuOdOnUSpRt8P1UFzbwpkQ8AULl95f2Z0TUDAEBeod4O4mckBpzUWp3LM7766iuaPHkyPfTQQ/Tbb7+JA2+U4410X3/9dZ1ui8seOPBNSkpSO59Pe3t7V/o73DGDg3T+PUmrVq0oMTFRlHuomjZtGm3dupX27t1Lfn731k5mZ2eLtfOmRq5drqlGmuuvExIS1OqWAaAOreYQNAMA6IVQbydl0FxSig4aWgmav/32W1qyZAl99tln9Mgjj4jD559/TosXL6ZvvvmmTrfFNdCcKd69e7daJplPc91yZbjMgksy+HqSyMhIEUxLNdVcd8wBMwfCXMpRWV9pzjBzRw3+Ha6T5nZ3NTl79iy5uroimwxQD2fiMygrv5hc7LjVnKvcywEAMGlN3ezI1sqcCopLKTYtV+7lGGfQfPv2berZs+c95/N5fFldcQ3w8uXLxQjuK1euiCw2l0FMmDBBXM5dObhWWMKXc59lbnHHwfK2bdvERkAuw5Dw8V9++YXWrl0rssichebD3bt31QJmvp8ff/xRnJauI20o/Ouvv+iHH34QpR0cpPMHBb4f7uoBAPWfAtinRWOy4F5HAAAgG/5/uIWnYjMgSjS0VNMcHBwsSjK497Eq7qghbQysi1GjRomWcHPmzBFBa8eOHWnHjh3KzYE8ZZA7akh4Y93OnTtpxowZ1L59e9GnmQPot99+W3kdDnBZ//797+m5PH78eDp9+jQdO3ZM+XhU3bhxQwxa4VINHrrC98OZa74el6ZMmjSpzo8RAP7rz9wfXTMAAPRmyMmFm5liM+CDbX3kXo7x9Wn+/fffRaDLbeG4VIIdPnxYlFRwMP3YY49pa61G2/cPwNglZ+VTt3mKMqyT7w8kDweUOAEAyO2Hg9H0ybYrNLStNy15rjOZqixt9WkeOXKkyNLyJr7NmzeLAx/n0dcImAGguq4Z7f2cETADAOjbOG20ndNeyznevMc1wwAAdenPjNIMAAD9EeqlCJpj0nIpv6iEbK3+60wGGgiaOYVdHZQhAEDFVnMHrimC5n6hnnIvBwAAyvGQKVc7K7qTV0RRyTnU1tdZ7iUZV9Ds4uJS6QRALo3m86sbZw0Apud0XAZlK1vNuci9HAAAKMdxG5doHI1OF5sBETRrOGjmQSFSkMwDTrgtG3ewAACortVcX7SaAwDQyxINDprRdk4LQXO/fv2Ux3kqX48ePahZs2Z1vRkAMLVWc5gCCACgt5MBOdMM1atz9wwAgNpKysqny7eziCu6+mITIACAHnfQqH7PGmggaK6svhkAQLVrRntftJoDANBHIV4O4mdSVgFl5BXKvRzjKs/o1KmTMlDmsdTDhw8na2tr5eU8bQ9Al2JSc2nl4Rs0ZUAweTnZyr0cULEvUlHPjK4ZAAD6ydHWinxdGtHNjLuiX3P3Zu5yL8l4guYRI0Yojz/66KOaXg9Anb23+QIdjkqj9Lwi+vaZTnIvB8oVlZTSwWup4jjqmQEA9FdLb0dF0JyEoFmjQfPcuXPr+isAWnPpVqYImNn2C7dp1tCW4hMzyO907B3Rao57gHbwQ6s5AAB9FeLtSLuvJmMyYA2wERAM2o+HbiiPl5SW0arD/50G/RidzRsA0WoOAEC/M80MQbOGg2ZXV1dyc3Or8gCgy84Mf527JY7PHBQifq47Hk/Z+UUyrwwYWs0BABhYB42kbDGHAzRUnrFw4ULlcX5iJ0+eTB999BF5emKjD+jW6iMxVFRSRt0C3WjagGDacu6WGAO6/kQ8vdAHvcPllJiZT1ekVnMtEDQDAOizZh4OZGluJkrqbmXmo8xRU0HzuHHj1E6/8sorNHLkSAw4AZ3KKyymNcfixPEX+gSRubkZvdA7iGb9cYFWHo6h8T0DydIC1Udy2V/eNaO9nwu5o9UcAIBes7Y0p2aN7SkyKYciE7MRNFehQVFFcXExFRUVicmAALq04WQCZd4tokB3O3qglZc4b0QnX3K3txY7gHdcSpR7iSZNWZqBgSYAAAYBkwG1EDRv2bJFHNavX0/PPPMMOTs7U9OmTet6MwD1xhv+VpRv+JvYO0i5yczWyoLGhAWI48sP3kBdloyt5g6h1RwAgIFuBsRkQI33aba1taW2bdvSpk2bMBUQdGrX5SSKTcsj50ZWNLKzn9plz/UIoMX7rtO5+Aw6GXuHugZic6quneJWcwXF5GZvLcozAABA/4V4SZsBc+ReivEEzaWlpdpZCUAt/XgoWvx8rkdTsrNW/xPmUc0j7/OlX4/H0w8HoxE0y1ia0beFB1rNAQAYWKb5enKO+MbQCvuC7tGgZyQhIUEcAHTlbHwGnYi5Q1YWZjQ2LLDS63DJBvvncpIYsQ26tS9CsQmwP0ZnAwAYDN78Z29tQYUlpXjv1FTQzJlmbjHHtcwBAQHi4OLiQh9//DGy0KB1nD1mj3TwJS8n20qvE+zpSANCGxOXNK/EsBOdup15V2wiEa3msAkQAMBgcBeqFsoSDWwG1EjQ/N5779F3331Hn376KZ05c0Yc5s2bR99++y3Nnj27rjcHUGsJd/Lo74uJatnkqkh9mn87mUAZeYU6WR8Q7S8vzeCx2VzTDAAAhgOTATVc07x69Wr64Ycf6JFHHlGe1759e/L19aUpU6bQ//73v7reJECtrDocIzpn9A72oNZNFK1xqtKzuTu18nESAzbWHo+jKf2DdbZOU4YpgAAAhj8ZEG3nNJRpTk9Pp5YtW95zPp/HlwFoQ1Z+Ea07ES+OT+xTfZaZcUcXHnYiTQ4sLEbpkE5azUUpWs0NQD0zAIDBCS0vz4hEeYZmguYOHTqI8oyK+Dy+DEAbfjsRTzkFxdTC06HWAzOGd2hCno42lJRVQFvP39L6Gk3dyZg74jXiATPtfJ3lXg4AANQz0xyXnicm70IDyzM+//xzGjZsGP37778UFhYmzgsPD6f4+Hjavn17XW8OoEbFJaViNLZUy1zbvuA8FnRcz0BasDNCDDt5rJMveopr0b7y0dm8AZA3lAAAgGFxd7ARrVtTcwrESO2O/ui136BMc79+/SgyMpIee+wxysjIEIfHH3+cIiIiqE+fPnW9OYAa8eY/Ho3NGUwelV0Xo7s3pUZWFqK2Ofx6mtbWCP9tAkQ9MwCA4W8GjERdc/0zzdxm7o033iA7Oztq0qQJNvyBTvAobKnNHI/I5lHZdeFiZ01PdvGjn8JjafnBaOoZ7KGllZq2WxkqreZaIGgGADDkyYC8PwWbARuQaf7www8pJwejFUG3eBT2uYRMUWoxpkdAvW7j+V5c0kG0NyKFopLxn4A27I9UZJn5qzxXtJoDADD8tnNJWXIvxXCDZs74Aeja8gOKLDOPxuZaq/oI9LCnQa28xPEfD2HYiVanAIagawYAgDFsBkSv5gbWNGMTFegSj/HcdSWpVsNMajKpr2LYye+nb1JaToFG1gcK3M7vcJSiXnxAS5RmAAAYshZeDuLb2dScQrEhEOoZNIeEhJCbm1u1BwBNWXH4hhiFzSOxeTR2Q3QJcKUOfs4iwPv5aKzG1ghcQpMuWs15OFhT2yZoNQcAYMjsrC2pqZudOI7NgA1oOcd1zc7OeFME7ePR1xtOJojjk8pHYjeEGHbSpxm98usZ+jk8ll7u17zOmwqh+q4ZvAEQreYAAIxjyElsWp7YDIgN9PUMmp9++mny9ETNImjfmmNxdLeoRIzCDmvurpHbHNrWm3xdGon2dZvP3KSnuzXVyO2aOml0dj+0mgMAMJq65n8uJ2EyYH3LM1DPDLrCJRQ8+ppN6lP7YSY1sbQwpwm9AsXxHw5x6Qc2t2qi1VxEUjZxghmt5gAAjIO0GRBt59Shewbonb/O3aLk7ALycrKhh9s30ehtP9XVnxxsLCkqOYf2lbdJg4ZnmdFqDgDACAecJGVTaSnivzoHzaWlpSjNAK3jD2c8hITxCGzuz6xJTrZW9HRXf3H8x4NoP6exVnOh+L8BAMBYBLjbk7WFOeUVloiSRlDQbEQC0EBHrqeJr4N49PXobvUbZlKT8b0CycLcTEw8unwLzdsb1mouVRwfgKAZAMBoWFmYU3NPB3EcJRr/QdAMekXKMj/VxY+c7ay0ch9+rnZiUyDDsJP6OxmTTrmFJaLVXJsmTnIvBwAAtDEZMBHJJQmCZtAb15KyRY0s7/t7voHDTGrC7efYlnM3KSkrX6v3ZaykmvC+IWg1BwBgbEK8pHHaOXIvRW8gaAa9IWV9B7f2EvVU2sQb17oGulJRSRn9FK7o1AF1g3pmAADjhUzzvRA0g17gUZ1/nLmpsWEmdck2/3I0jvIKi3Vyn8aCN4ZEJuWUt5pD43sAAGNtOxedkiv2sACCZtATPKWP/1F28HehzgGuOrnPga04o21HmXeL6PdTiumDULcsc6emruRih1ZzAADGxsfZlhxtLam4tIyiU1GiwRA0g+zyi0rol6OxGh9mUhPuoDGxvHaaS0NK0Iuyzv2Z+4dgoAkAgDHi92Iep80i0EFDQNAMstt05ial5RaKEdcPtlF0tdCVJzr7kXMjK4pJy6PdV5J0et+GqqC45L9Wcy1RzwwAYKwwGVAdgmaQFU8akjYA8ohrHnWtS3bWljS6e1Nx/AcMO6mVkzF3RMN7Dwcbau2DVnMAAMa/GRBBs94EzYsWLaLAwECytbWl7t270/Hjx6u9fkZGBk2dOpV8fHzIxsaGQkJCaPv27crL58+fT127diVHR0cxxXDEiBEUERGhdhv5+fniNtzd3cnBwYFGjhxJSUnqmca4uDgaNmwY2dnZidt58803qbgYG8Y0aX9kihhp7WhjSaPKJ/XpGk8etLIwo+Mx6XQuPkOWNRhiPXM/tJoDADCNtnMImvUjaF6/fj3NnDmT5s6dS6dPn6YOHTrQkCFDKDlZ8cZcUWFhIQ0aNIhiYmJo48aNIhhevnw5+fr6Kq+zf/9+ERAfPXqUdu3aRUVFRTR48GDKzc1VXmfGjBn0119/0YYNG8T1b926RY8//rjy8pKSEhEw8/0dOXKEVq9eTatWraI5c+Zo+RkxLT8cUgwzebqbPznaameYSU28nGxpeIcm5etBtrnW9cyhqGcGADBmLb2dlB2TsvOLyNSZlZWVybr7iTPLnBX+7rvvxOnS0lLy9/enV155hWbNmnXP9ZcuXUoLFiygq1evkpVV7YKslJQUkSnm4Lhv376UmZlJjRs3prVr19ITTzwhrsO316pVKwoPD6cePXrQ33//TQ8//LAIpr28vJT3/fbbb4vbs7auuWNAVlYWOTs7i/tzcsLX2BVdupVJw745JDbkHXhrgKhplguP037om4N6sRZ9lnAnj3p/tle0mjsze7DWpjYCAIB+6DFvNyVm5dPvk8Ooc4AbGaPaxmuyZpo5i3vq1CkaOHDgfwsyNxenOXitzJYtWygsLExkkjmYbdu2Lc2bN09khqvCTwJzc1O82HyfnH1Wvd+WLVtS06ZNlffLP9u1a6cMmBlnwPmJvXTpUqX3U1BQIC5XPUDVpFrmh9r5yB6ktm7iRL2C3UUHjVWHkW2uKct8X1NXBMwAACYgRFnXnEOmTtagOTU1VQS7qoEp49OJiYmV/k50dLQoy+Df4zrm2bNn05dffkmffPJJpdfnzPVrr71GvXr1EgE249vmTLGLi0uV98s/K1uXdFlluJaaP6lIB86YQ+V4dPVf526J4y9oeWR2bb3QWzHsZN3xeHwNVQWUZgAAmBZMBtSjmua64iCYSy2WLVtGnTt3plGjRtF7770nSicqwxnpixcv0rp167S+tnfeeUdktaVDfHy81u/TUK0+EiNGWHcLdBMDTfQBb2wL9nSg7IJiWn8Cr11lreaOXFe0msPobAAA0yD1ar6KzYDyBs0eHh5kYWFxT9cKPu3tXXm/Xu6Ywd0y+PckXIvM2V8u91A1bdo02rp1K+3du5f8/PyU5/Nt83W5C0dV98s/K1uXdFlluJMH18KoHuBePLJ6zbE4cXxiH/3IMjNzlWEnKw/HUHEJxoaqOnFD0WqusaMNtWmCv20AAFPq1RyZlE0yb4Mz7aCZSyQ4W7x79261TDKf5rrlynCZRVRUlLieJDIyUgTT0uY8flE5YN60aRPt2bOHgoLUAzO+T95EqHq/3IWDW8xJ98s/L1y4oNbFgztxcCDcunVrDT4LpmfjqQQxujrQ3U6MstYnj3XyJXd7a7FTeMelystwTJVqqzldTW0EAAB58TewvPn7Tl4RpWQXkCmTvTyD281xyzhu6XblyhWaPHmyaA03YcIEcfnYsWNF2YOEL09PT6fp06eLYHnbtm1iIyCXYUj4+C+//CK6Y3CvZs5C8+Hu3bvicq43njhxorhvzkLzxkC+Pw6UuXMG4xZ1HByPGTOGzp07Rzt37qT3339f3DZnlKF+eKOdtAHw+d5BoluFPrG1sqDnegSI48sP3jD5T9Wq9kUq6pkHoDQDAMBk8PtioIe9OG7qJRqWci+Aa5K5hRv3P+bAtmPHjrRjxw7lpjvO/nJHDQlvruMAlvsst2/fXvRn5gCaW8FJlixZIn72799f7b5WrlxJ48ePF8e//vprcbs81IS7XnBnjMWLFyuvy+UfXNrBQToH0/b29jRu3Dj66KOPtP6cGLN/ryRRbFqeGF3NI6z10ZiwAFqy/7oYdHIq9g51CTTOFjt1EZ+eJ4bQ8Iec3i085F4OAADoeDNgdEquKNHoG2K6G8Fl79NszNCn+V5PLj1CJ2Lu0JT+zemtB1uSvpr1+3ladyKehrTxou/HdCFT9/PRWJq9+SJ1DXSlDS/3lHs5AACgQwv/jaSF/14Tya4vnuxAxsYg+jSDaTkbnyECZh5ZzaOr9Zm0IfCfy5wZ/2+SpKnaX17PjK4ZAACm3HYum0wZgmbQmR8OKkZm88hqHl2tz1p4OYpexPw9zAoTH62dX1RCh6PSxHH0ZwYAMD2h5eO0I5Oyxd4kU4WgGXQ2fvnvi4lqQ0T03aQ+inX+djKBMvNMd9jJiZh0ultUQp6ONtTaB2VGAACmpqmbHdlamVNBcSnFpeeRqULQDDqx6nCM+HTKo6p5ZLUh6NncXXwlxQHjmuOxZOpTANFqDgDANPEm8BaemAyIoBm0Liu/SGyqYy+UZ28NAQeIUraZJxgWFpeadH/mAS1RzwwAYOpDTq6acF0zgmbQut9OxFNOQbFokN6vhWHVxHL9NZclJGUV0Nbzt8gUW81dT8kVWYZewWg1BwBg6uO0I5MQNANoBY+i5pHU7IXeQWJUtSGxtjRXdvr4wQSHnUhZ5s5NXUVvbQAAME2hyDQjaAbt4s1/PJKaR1OP6ORLhmh096bUyMqCLt/OovDrii4SJlfPjK4ZAAAmrWV50ByTmiu6KpkiBM2gNZyVldrM8ZQ9HsVpiFzsrOnJLorphT+YUPs50Wrueqo4jtHZAACmrbGjDbnYWRF3nOMJsaYIQTNozcnYO3QuIVOUOIzpEUCG7PleQcSNI/ZcTaaoZNP4aur4jXTKLyolLycbauWjyDAAAIBpMjMzU9Y1m+qQEwTNoDXLDyiyzCPv8yV3BxsyZIEe9jSolZc4/uMhRY22sUOrOQAAqHQyYBKCZgCN4ZqnXVeS1EZSGzqpXd4fpxMoLaeAjN2+yPJWcyjNAAAA+m8yIDLNABq04jB3muCAqzEFlzdEN3RdA12pg5+zmIj0y9E4MmZxaXkUnZJLltxqrgVazQEAAFGot4P4iaAZQEMy8gppw8kEcVwaDmIMuERByjb/fDTGqHcPS1nm+wJcyckWreYAAIAopLymOTErnzLzisjUIGgGjVtzLE6Mnm7l40Rhzd3JmAxt602+Lo0oNaeQ/jx7k4y9nrk/Ws0BAEA5R1sr8R5oqnXNCJpBo3jUNI+cZpP6BBndBjJLC3Oa0Mu4h51wBv0IWs0BAEA1Q04iErPI1CBoBo3669wtSs4uEG3KHm7fhIzRU139ycHGkq4l59D+SEVG1pgcK2815+1kq9wpDQAAYOqTARE0g2aHmZQP/+DR09yf2Rhxje/TXf2V2WZjHZ2NVnMAAFBl27lEBM0A9XbkehpduZ0lRk4/260pGbPxvQLJwtyMDkWl0uVbWUZZzzygJeqZAQCg8s2AEUnZRlmiWB0EzaAx0sjsp7r4idHTxszP1U5sCmQ/GtFo7di0XLqRWt5qLhit5gAAQF3zxg7iPSI7v5huZ+aTKUHQDBrBo6X3RqSIUdMTehnHMJOaSO3ntpy7SUlZ+UaVZe4c4Cp2SQMAAKiytjSnZo3tTbJEA0EzaIRU2zu4tZcYOW0KOvq7iIEnRSVl9FN4jFHVM/dH1wwAAKhFiYYpQdAMDZaaU0B/nLmpln01FRN7Kx4vTwjMKywmw281lyaOo54ZAACq0tJENwMiaIYG+zk8VvRn7uDvQl0CXMmUDGrtRQHudpR5t4h+P6WYgmiojkaniRHh3GoutDyLAAAAUFGot5NJtp1D0AwNzk7+cjRWHH+ht/ENM6kJd9B4vryGmzcElpSWGcUUQFN7HQEAoO6Z5uvJOVRcUkqmAkEzNMimMzcpLbdQjNWUukmYmie7+JFzIyuKScuj3VeSyFChnhkAAGrD16UR2VlbUGFJKcWk5ZKpQNAM9VZaWqZst8ajpXnEtCmys7akZ7s3NehhJzGpuSLoV7Sac5d7OQAAoMfMzc2UmwFNqUTDNKMc0AgeIR2VnCNGSo8qn5Bnqsb3DCQrCzM6HpNO5+IzyFCzzF0C0WoOAABqX6IRiaAZoGY/HFIMM+GR0qYeaHk52dLw9k3EcWmUuCHZF1k+BRClGQAAUAshyDQD1M6lW5l0OCpNbITjkdJANLGPYkPg9gu36WbGXTKkzZzh5a3mUM8MAAB1ajuXhKAZoFpSLTNv/uOR0kDUpokz9WzuLjporDpsONnm8PJWcz7OthTi5SD3cgAAwACElgfNcel5Bj+noLYQNEOd8cjov87dEscnmdgwk5pIz8e64/GUnV9EhmA/Ws0BAEAduTvYkIeDNZWVEV1LyiFTgKAZ6mz1kRgxOrpboJsYaAL/6RfSmJo3tqfsgmJafyKeDMFetJoDAIAGZJsjTKSuGUEz1Al/BbPmWJxaDS+ot+GRRomvPByj903fb6TmUmxanuj80SvYQ+7lAACAAQn1Mq3JgAiaoU42nkoQI6MD3e1oYCsvuZejlx7r5Evu9tZiM+COS4lkEK3mAtxE60AAAIDaCvVW7IOJNJHNgAiaodZ4g5u0AfD53kGicwbcy9bKgp7rESCOLz94g8q44EvPR2cPaNlY7qUAAICBCfVGphmgUv9eSRJf5fPI6Cc6+8m9HL02JiyArC3NxaCTU7F3SB/dLSwRnTMY6pkBAKCuQso7LqXmFFBaTgEZOwTNUGs/HFQMMxndvakYHQ1V83Cwocc7+er1aO2j0WlUWFxKTZxtqYUnWs0BAEDd2FlbUlM3O5Pp14ygGWrlbHwGnYi5IzaMjeuJYSa1MbG3YqPkzsuJFJuWS/paz9wv1BOt5gAAoF5CTaiDBoJmqFOWeXiHJmJkNNSshZej6H3MJc3cSUOfcJ31XqmeORT1zAAA0MDJgIkImgEo4U4e/X1R0QXihd4YZlIX0vP128l4yswr0qtWczzFib856IlWcwAA0NBMcxKCZgBadThGdM7oFexOrZsodspC7fBzxp/C8wpLaO1xRX9rfeqa0TUQreYAAKD+Qr0UQXNkYjaVlupvtyhNQNAM1crKL6J15ZPtpKEdUHtcKyyN1l515IbYeKcP9kVKpRnomgEAAPUX6GFP1hbmlFtYIuYTGDMEzVCt307EU05BMQV7OlC/Fqh9rQ+uA/d0tKGkrALaduGWXrSa484ZjGuuAQAA6svKwpyal3dgMva6ZgTNUCUeAS1tYHuhd5AYEQ11x/2apY4jyw/IP+wkPDpVZLx9XRqJD0MAAAANEVrer9nY65oRNEOVePMff9XCI6FHlPcchvrh3taNrCzo8u0s5UARueuZ+4U2Rqs5AABosFATmQwoe9C8aNEiCgwMJFtbW+revTsdP3682utnZGTQ1KlTycfHh2xsbCgkJIS2b9+uvPzAgQM0fPhwatKkiQgINm/efM9t8PmVHRYsWKC8Dq+p4uWffvopmQrOhkpt5ni6HY+GhvpzsbOmJ7v4yT7sRNFqTtGfGfXMAACg2bZzWWTMZA2a169fTzNnzqS5c+fS6dOnqUOHDjRkyBBKTla8qVdUWFhIgwYNopiYGNq4cSNFRETQ8uXLydf3vyxobm6uuB0Oxqty+/ZttcOKFStEUDxy5Ei163300Udq13vllVfIVJyMvUPnEjJFacFzPQLkXo5ReL5XEHFid8/VZIpKzpFlDdGpuRSfflds2ujZ3F2WNQAAgHEJKQ+ao1Ny9WbDuzbI2mvqq6++okmTJtGECRPE6aVLl9K2bdtEEDtr1qx7rs/np6en05EjR8jKykqZEVY1dOhQcaiOt7e32uk///yTBgwYQM2aqXeHcHR0vOe6pmL5AUWWeeR9vmIkNGhmh/GgVl70z+Uk+vHQDZr/eDv5Ws0FuZI9Ws0BAIAGNHG2JUdbS8rOL6bo1BxqWV6uYWxkyzRz1vjUqVM0cODA/xZjbi5Oh4eHV/o7W7ZsobCwMFGe4eXlRW3btqV58+ZRSUlJvdeRlJQkAvWJEyfecxmXY7i7u1OnTp1E6UZxcXG1t1VQUEBZWVlqB0MUk5pLu64kqY2CBs2Q2vb9cTqB0nIKZBudjdIMAADQFDMzM2W/ZmPuoCFb0JyamiqCXQ5+VfHpxETF9LmKoqOjRVkG/x7XMc+ePZu+/PJL+uSTT+q9jtWrV4uM8uOPP652/quvvkrr1q2jvXv30ksvvSSC87feeqva25o/fz45OzsrD/7+/mSIVhzmDg+K8crBnop/BKAZXQNdqYOfMxUUl9IvR3U77CSvsJiORaeL42g1BwAA2ijRiEDQrB9KS0vJ09OTli1bRp07d6ZRo0bRe++9J8o66otLPkaPHi02IqriWuv+/ftT+/bt6eWXXxbB+bfffiuyyVV55513KDMzU3mIj1cMBTEkGXmFtOFkgjiOYSba+TQ+sfx5/floDOUX1f9bkroKv55GhSWKVnPNG6PVHAAAaGMzYDYZK9mCZg8PD7KwsBDlEar4dFV1xNwxg7tl8O9JWrVqJTLTXO5RVwcPHhSbCV944YUar8udPbg8gzchVoW7eTg5OakdDM2aY3F0t6iEWvk4YaOYljzU1lsErqk5hfTn2Zs6r2ce0BKt5gAAQLNCy8szjLntnGxBs7W1tcgW7969Wy2TzKe5brkyvXr1oqioKHE9SWRkpAim+fbq6scffxRr4G4bNTl79qyoueZMt7HiHa+rj/w3zASBlXZYWpjT+PJhJ9x+ThfDTlRbzfUPMd6/YQAAkEdoeaaZ5ztk5xeRMZK1PINLILhlHNcVX7lyhSZPnixaxkndNMaOHStKHiR8OXfPmD59ugiWeQMf1xrzxkBJTk6OCHD5wG7cuCGOx8Wp14/yJr0NGzZUmmXmjYgLFy6kc+fOiTrqNWvW0IwZM+i5554jV1dXMlZ/nbtFydkFYuQzj34G7RnVzZ8cbCzpWnIO7Y9UZIC16XpKLiXcKW81F4xvEAAAQPPzCLycFN22IpPkaauqbbL2nOKa5JSUFJozZ44osejYsSPt2LFDuTmQA13O7kp4Y93OnTtFAMu1xtyfmQPot99+W3mdkydPivZxqoE5GzduHK1atUp5Pm/y4+zbM888U2mZBV/+wQcfiBrmoKAgcZ/SbRntMJNDiqEbPPKZ+zOD9jjZWtGorv6i9Rxnm/truZuF1DWjW5Ab2Vmj1RwAAGhnMmBSVoqoa+4cYHxJRrMyXXw3bKI4m81dNHhToL7XNx+OSqXRPxwTo57D37lffGIE7Uq4k0d9P99LpWVEf0/vI+rItWXMj8fo4LVUen9YK2zwBAAArZi3/QotOxAtShA/eKQNGVu8hnQiCNLIbB71jIBZN/xc7WhoOx+tj9bOLVBtNYd6ZgAA0I4Q5WZAw5xTURMEzUBRydm0NyJFjHjmUc+gO5PKs75bzt2k5Kx8rbaa83PlVnP2WrkPAACAlipt54yxkAFBM4i6Wja4tZcY9Qy609HfhboEuFJRSRmtDq+6nWFD7Iv8bwogOqIAAIC2BHs6kLkZ0Z28IkqRYeqttiFoNnGpOQX0+2lFr2DUuspDet65RzZP7dN4q7mriu4cmAIIAADaZGtlQYHu9kY75ARBs4n75Wis6M/coTzjCbo3qLUXBbjbUUZeEf1+SjGNUVOup+SInpncai4Mw2oAAEBH/ZojEDSDMeERzj+Hx4rjGGYiHwtzM2UtOZfKlHI7DQ1PAezeDK3mAABAd0HzVQTNYEw2nblJabmFYqTz0LaVjy4H3Xiisx852VpSTFoe/XtFfbR8QyinAKJrBgAA6HCcdmQSgmYwEpzNlDYATugVKEY7g3zsbSxpdI8AcVwaMqOJVnMnbtwRx1HPDAAAusw0RyZlU4kGvznVB4iUTBSPbo5KzhGjnHkyHchvXFggWZqb0fEb6XQ+IaPBt3ekvNWcv1sjaoauKAAAoAMB7vZka2VO+UWlFJeeR8YEQbOJ+uGQYpjJ0139ydHWSu7lABF5O9vSIx2aaGzYiTQ6G63mAABAl/t0Wnga52ZABM0m6NKtTDoclSb+sMf3CpR7OaBiYh/FhsBtF26LrhcNaTUnbQJEaQYAAMgxGTACQTMYOqmWmTf/8Shn0B9tmjhTz+buog5s9ZH6Dzvh0hvRas7SnMKaeWh0jQAAALWaDJhkXOO0ETSbmKSsfPrr3C1xHMNM9NML5dnmX4/FUXZ+UcNazQW5USNrC42uDwAAwBR7NSNoNjGcveSRzV0DXcUIZ9A//UM8qXlje8ouKKbfTiY0qNUc1zMDAADIETTHpOWJmRDGAkGzCeERzTyqmSHLrL/Mzc1oYm/F67Pi0A0qLimt0+/ncKu5mHRxHPXMAACga56ONuRiZyVKDblc0FggaDYhG08lUObdIjGyeWArL7mXA9V4/D5fcre3FnXJOy/VbdjJkahU8W1CUzc7CkKrOQAA0DEzMzOjHHKCoNlE8Kc9aQPgxN5BonMG6C9bKwt6rnzYyfKD0aIbRm3ti1TUMw8IbYxWcwAAIItQI6xrRtBsIng0c2xaHjk3shIjm0H/jQkLEN0vzsZn0Ok4xWS/WrWau4rR2QAAoB9B81UEzWBofjioGGYyuntTsrO2lHs5UAseDjb0eCdfcXz5gdoNO7mWnEO3MvNFsN2jmbuWVwgAAFB92zmUZ4BB4UzliZg7ZGVhRuN6YpiJIeFSGrbzciLFpuXWegogB8xoNQcAAHJpUV7TfDsznzLz6tc+Vd8gaDahLPPwDk3Iy8lW7uVAHf/T4Q4YXNK88nDNw072Xv2vnhkAAEAuTrZW5OvSSByPMJJsM4JmI5dwJ4/+vpgojr9Q3sYMDIv0uv12Mr7aT+vcau5krNRqDvXMAACgL5sBs8gYIGg2cqsOx4jOGb2C3al1Eye5lwP1wK8d14blFZbQ2uOKPtuVOVzeao5bCqLVHAAAyC2kvEQDmWbQezyCed2JeHEcWWbDxW3jpGE0q47coMLi0mpHZ2MKIAAA6NNmwAgj6aCBoNmIrT8RL76yD/Z0oH4hqHE1ZI90aCImLCVlFdC2C7cqbzVXvgmwH+qZAQBAz9rOldVh3oC+QtBspHj0srRxjDsw8GhmMFzcQk7qfMLt5yr+5xOZlCN2KNtYmlMYWs0BAIAeaN7YgSzNzSg7v5gSs/LJ0CFoNlK8+Y9HMPMo5sfKe/2CYeMe242sLOjy7SwKj05Tu0zKMoc1dxfTBAEAAPQh4RNUvsfGGIacIGg2QpyFlNrM8ShmBFHGwcXOWjnN8YeD6sNO9pYHzf1RhgMAAHok1IjqmhE0G6GTsXfoXEKm+ITHo5jBeDzfO4jMzIj2XE2mqOQc5YbPkzGKMdtoNQcAAHo5GTARQTPooeUHFFnmkff5ilHMYDz4a66BrbzE8R8PKbLNh6PSqLi0jALd7SgQreYAAEAP285dRdAM+iYmNZd2XUlSG8EMxmVSefu5P04nUFpOAe2PLC/NQJYZAAD0TEtvxYyIqJQc0aTAkCFoNjIrDnNnBcUY5WBPxac7MC5dA12pvZ8zFRSX0i9H45Sjs3ncNgAAgD7xc21EdtYWYsZATFoeGTIEzUYkI6+QNpxMEMelYRhg3MNOlu6/Ltr4cKu5Hmg1BwAAesbc3IxaSJMBDbxEA0GzEVlzLI7uFpVQKx8n6tkcAZQxG9rWm5o424rXm/HrjS4pAACgj1oqg+YsMmQImo0Ef+2x+ohimMkLosMChpkYMysLc5rQ67+addQzAwCAIUwGNGQImo3E3xdvU3J2gRi1PLxDE7mXAzowqps/OdlaimlL97dE0AwAAPodNEcmGXbQbCn3AkAzHmzrTV8+2YF4uDL3Zwbj52RrRb9P7klZ+cXk72Yn93IAAACqDZpj0/Mor7CY7KwNM/w0zFXDPWwsLWhk+bQ4MB3S5goAAAB95eFgQx4O1pSaU0jXknKog78LGSKkJAEAAABAN+O0kwy3RANBMwAAAADoZDJghAFvBkTQDAAAAABa1VLKNCNoBgAAAACoXGj5OG2UZwAAAAAAVKGFp4P4mZJdQOm5hWSIEDQDAAAAgFbZ21hS0/L2qFcNdDIggmYAAAAA0N2Qk0TDLNFA0AwAAAAAWhcqddAw0LpmBM0AAAAAoLNM81Vkmutn0aJFFBgYSLa2ttS9e3c6fvx4tdfPyMigqVOnko+PD9nY2FBISAht375defmBAwdo+PDh1KRJEzIzM6PNmzffcxvjx48Xl6keHnzwQbXrpKen0+jRo8nJyYlcXFxo4sSJlJOTo8FHDgAAAGB6beciE7OprKyMDI2sQfP69etp5syZNHfuXDp9+jR16NCBhgwZQsnJyZVev7CwkAYNGkQxMTG0ceNGioiIoOXLl5Ovr6/yOrm5ueJ2OBivDgfJt2/fVh5+/fVXtcs5YL506RLt2rWLtm7dKoLxF198UUOPHAAAAMC0BHrYk5WFGeUWllDCnbtkaCzlvPOvvvqKJk2aRBMmTBCnly5dStu2baMVK1bQrFmz7rk+n88Z4CNHjpCVlZU4j7PUqoYOHSoONeEstbe3d6WXXblyhXbs2EEnTpygLl26iPO+/fZbeuihh+iLL74QWezKFBQUiIMkK8swd4cCAAAAaJqVhTk1b+wgyjN4yIl/eTcNQyFbppmzxqdOnaKBAwf+txhzc3E6PDy80t/ZsmULhYWFifIMLy8vatu2Lc2bN49KSkrqfP/79u0jT09PCg0NpcmTJ1NaWpryMr5/LsmQAmbG6+L1HTt2rMrbnD9/Pjk7OysP/v7+dV4XAAAAgNFPBkwyvLpm2YLm1NRUEexy8KuKTycmJlb6O9HR0aIsg3+P65hnz55NX375JX3yySd1um8uzfjpp59o9+7d9Nlnn9H+/ftFdloKvvn+OaBWZWlpSW5ublWujb3zzjuUmZmpPMTHx9dpXQAAAAAmMRkw0fCCZlnLM+qqtLRUBLPLli0jCwsL6ty5M928eZMWLFgg6qJr6+mnn1Yeb9euHbVv356aN28uss8PPPBAvdfHJR98AAAAAIB7hXo7GGzQLFum2cPDQwS+SUlJaufz6apqjbljBnfL4N+TtGrVSmR/udyjvpo1aybWExUVJU7z/VfcjFhcXCzqqataGwAAAADULtN8PSWHCotLyZDIFjRbW1uLTDGXSKhmkvk01y1XplevXiKw5etJIiMjRTDNt1dfCQkJoqaZb4fx/XNrO665luzZs0fcL7fFAwAAAIC6a+JsS442llRcWkY3UnPJkMjaco7bzXHLuNWrV4uOFbwhj1vGSd00xo4dK+qEJXw5Z3unT58ugmXutMEbAXljoIR7KZ89e1Yc2I0bN8TxuLg45eVvvvkmHT16VLSu4yD90UcfpeDgYNHuTspec90zd/bgvtGHDx+madOmibKOqjpnAAAAAED1eDZGiHLIiWF1GZO1pnnUqFGUkpJCc+bMESUWHTt2FK3epM2BHOhyxwoJd6PYuXMnzZgxQ9Qhc39mDqDffvtt5XVOnjxJAwYMUAvM2bhx42jVqlWitOP8+fMiUOdsMgfBgwcPpo8//litHnnNmjUiUOYaZ17DyJEj6ZtvvtHRMwMAAABgvJMBT8XeMbi6ZrMyQxzJYiC4TzO3nuNOGjxZEAAAAMDU/RQeQ3P+vEQDW3nSD+O6Gky8JvsYbQAAAAAwHSFeUnmGYWWaETQDAAAAgM4HnCTcuUs5BcVkKBA0AwAAAIDOuNhZk5eTYh9ZpAFNBkTQDAAAAACylGhEGFCJBoJmAAAAAJClRCMCQTMAAAAAQPWTARE0AwAAAADUlGlOyiZD6X6MoBkAAAAAdCrY04HMzYjScwspJaeADAGCZgAAAADQKVsrCwp0tzeoEg0EzQAAAAAgyzhthqAZAAAAAMBI2s4haAYAAAAAWTcDGgIEzQAAAAAgW3lGZFI2lZbqfwcNBM0AAAAAoHMB7vZkY2lO+UWlFJeeR/oOQTMAAAAA6JyFuRm18HIQx68aQF0zgmYAAAAAkEWol5OyREPfIWgGAAAAAFmEejsYTAcNBM0AAAAAIItQb0Wm+WpiFuk7BM0AAAAAIGvbuZi0PMovKiF9hqAZAAAAAGTh6WhDzo2sqKS0jK6n5JA+Q9AMAAAAALIwMzMzmHHaCJoBAAAAQDYtDWQyIIJmAAAAAJBNKDLNAAAAAADVC/VC0AwAAAAAUK2Q8kzz7cx8yswrIn2FoBkAAAAAZONka0W+Lo3E8chk/c02I2gGAAAAAFmFeCkmA17V4xINBM0AAAAAoBeTASP0eDIggmYAAAAA0Iu2c5GJ+jvgBEEzAAAAAMgqpLyDxtXELCorKyN9hKAZAAAAAGTV3NOeLMzNKCu/mBKz8kkfIWgGAAAAAFnZWFpQMw97ve7XjKAZAAAAAPSmX3MEgmYAAAAAgMq11PPJgAiaAQAAAEB2oVKmOQlBMwAAAABApVqW92q+lpxDxSWlpG8QNAMAAACA7PxcG5GdtQUVFpdSTFoe6RsEzQAAAAAgO3NzM2qhx3XNCJoBAAAAQL82AybpX9BsKfcCAAAAAABY92ZulHG3kII9HUjfIGgGAAAAAL3w+H1+4qCPUJ4BAAAAAFADBM0AAAAAADVA0AwAAAAAUAMEzQAAAAAANUDQDAAAAACg70HzokWLKDAwkGxtbal79+50/Pjxaq+fkZFBU6dOJR8fH7KxsaGQkBDavn278vIDBw7Q8OHDqUmTJmRmZkabN29W+/2ioiJ6++23qV27dmRvby+uN3bsWLp165ba9XhN/Puqh08//VTDjx4AAAAADIGsQfP69etp5syZNHfuXDp9+jR16NCBhgwZQsnJyZVev7CwkAYNGkQxMTG0ceNGioiIoOXLl5Ovr6/yOrm5ueJ2OBivTF5enriv2bNni59//PGHuJ1HHnnknut+9NFHdPv2beXhlVde0eCjBwAAAABDIWuf5q+++oomTZpEEyZMEKeXLl1K27ZtoxUrVtCsWbPuuT6fn56eTkeOHCErKytlRljV0KFDxaEqzs7OtGvXLrXzvvvuO+rWrRvFxcVR06ZNlec7OjqSt7d3gx8nAAAAABg22TLNnDU+deoUDRw48L/FmJuL0+Hh4ZX+zpYtWygsLEyUZ3h5eVHbtm1p3rx5VFJS0qC1ZGZmivILFxcXtfO5HMPd3Z06depECxYsoOLi4mpvp6CggLKystQOAAAAAGD4ZMs0p6amimCXg19VfPrq1auV/k50dDTt2bOHRo8eLeqYo6KiaMqUKaJOmUs86iM/P1/UOD/zzDPk5OSkPP/VV1+l++67j9zc3ERm+5133hElGpwdr8r8+fPpww8/rNc6AAAAAEB/GdQY7dLSUvL09KRly5aRhYUFde7cmW7evCmywPUJmjnYfuqpp6isrIyWLFmidhnXWkvat29P1tbW9NJLL4nAmDcgVoYDa9Xf40yzv79/ndcFAAAAAPpFtqDZw8NDBL5JSUlq5/PpquqIuWMG1zLz70latWpFiYmJotyDA9u6BsyxsbEie62aZa4Md/bg8gzehBgaGlrpdTiYriqgBgAAAADDJVtNMwe4nCnevXu3WiaZT3PdcmV69eolSjL4epLIyEgRTNcnYL527Rr9+++/om65JmfPnhU115zpBgAAAADTImt5BpcyjBs3jrp06SK6VyxcuFC0jJO6aXD/ZG4nxyURbPLkyaLTxfTp00X7Nw56eSMg1x9LcnJyRGAtuXHjhgh4uTaZO2NwwPzEE0+IdnNbt24VddWcqWZ8HQ6+eSPisWPHaMCAAaKDBp+eMWMGPffcc+Tq6qrz5wkAAAAATDhoHjVqFKWkpNCcOXNE4NqxY0fasWOHcnMgt4Dj7K6E64N37twpAliuM+aAmgNo3sgnOXnypAh2JVKNMQfnq1atEjXQ3IWD8f2p2rt3L/Xv31+UWKxbt44++OAD0REjKChI3KdqvTIAAAAAmA6zMt4FB1rBGwG5LzS3tKupZhoAAAAA9Ddek32MNgAAAACAvkPQDAAAAABgTH2aDY1U+YLJgAAAAAD6SYrTaqpYRtCsRdnZ2eInBpwAAAAA6H/cxrXNVcFGQC3iftK3bt0SbevMzMzkXo7RkiYvxsfHY8OlCcHrbnrwmpsevOamJ0uG15xDYQ6YmzRpota1rSJkmrWIn3g/Pz+5l2Ey+B8X/lM1PXjdTQ9ec9OD19z0OOn4Na8uwyzBRkAAAAAAgBogaAYAAAAAqAGCZjB4PMFx7ty54ieYDrzupgevuenBa256bPT4NcdGQAAAAACAGiDTDAAAAABQAwTNAAAAAAA1QNAMAAAAAFADBM0AAAAAADVA0AwGa/78+dS1a1cxcdHT05NGjBhBERERci8LdOjTTz8V0zZfe+01uZcCWnbz5k167rnnyN3dnRo1akTt2rWjkydPyr0s0JKSkhKaPXs2BQUFide7efPm9PHHH4vJbWAcDhw4QMOHDxdT+Pj/8c2bN6tdzq/1nDlzyMfHR/wNDBw4kK5du0ZyQtAMBmv//v00depUOnr0KO3atYuKiopo8ODBlJubK/fSQAdOnDhB33//PbVv317upYCW3blzh3r16kVWVlb0999/0+XLl+nLL78kV1dXuZcGWvLZZ5/RkiVL6LvvvqMrV66I059//jl9++23ci8NNITfqzt06ECLFi2q9HJ+vb/55htaunQpHTt2jOzt7WnIkCGUn59PckHLOTAaKSkpIuPMwXTfvn3lXg5oUU5ODt133320ePFi+uSTT6hjx460cOFCuZcFWjJr1iw6fPgwHTx4UO6lgI48/PDD5OXlRT/++KPyvJEjR4qM4y+//CLr2kDzONO8adMm8Y0x49CUM9Cvv/46vfHGG+K8zMxM8TexatUqevrpp0kOyDSD0eB/UMzNzU3upYCW8TcMw4YNE1/XgfHbsmULdenShZ588knxwbhTp060fPlyuZcFWtSzZ0/avXs3RUZGitPnzp2jQ4cO0dChQ+VeGujAjRs3KDExUe3/eGdnZ+revTuFh4eTXCxlu2cADSotLRV1rfwVbtu2beVeDmjRunXr6PTp06I8A0xDdHS0+Kp+5syZ9O6774rX/tVXXyVra2saN26c3MsDLX27kJWVRS1btiQLCwtR4/y///2PRo8eLffSQAc4YGacWVbFp6XL5ICgGYwm83jx4kWRiQDjFR8fT9OnTxc17La2tnIvB3T4oZgzzfPmzROnOdPM/9651hFBs3H67bffaM2aNbR27Vpq06YNnT17ViRG+Ct7vOYgF5RngMGbNm0abd26lfbu3Ut+fn5yLwe06NSpU5ScnCzqmS0tLcWBa9h5swgf52wUGB/ePd+6dWu181q1akVxcXGyrQm068033xTZZq5d5U4pY8aMoRkzZoiuSWD8vL29xc+kpCS18/m0dJkcEDSDweKNAhww8+aBPXv2iNZEYNweeOABunDhgsg6SQfOQPJXtnycv8YF48NlVxXbSXKta0BAgGxrAu3Ky8sjc3P1EIX/ffO3DmD8goKCRHDMde0SLtfhLhphYWGyrQvlGWDQJRn81d2ff/4pejVLdU68WYB3WIPx4de5Ys06tyHi3r2oZTdenGHkjWFcnvHUU0/R8ePHadmyZeIAxon793INc9OmTUV5xpkzZ+irr76i559/Xu6lgQa7IEVFRalt/uPkB2/m59edy3G4O1KLFi1EEM19u7k8R+qwIQe0nAODblFTmZUrV9L48eN1vh6QR//+/dFyzgRwCdY777wjhhvwGyhvCpw0aZLcywItyc7OFkESf5PIJVkcLD3zzDNi2AVvAAXDt2/fPhowYMA953PNOreV4/B07ty54sNxRkYG9e7dW7QZDQkJIbkgaAYAAAAAqAFqmgEAAAAAaoCgGQAAAACgBgiaAQAAAABqgKAZAAAAAKAGCJoBAAAAAGqAoBkAAAAAoAYImgEAAAAAaoCgGQDACBQVFcm9BAAAo4agGQDAAPGktGHDhlFgYCA5ODhQnz595F4SAIBRQ9AMAKAhPL6dx7tXPLzwwgsavZ/58+eLEdIPP/wwbdu2jc6ePUvbt2/X6H0AAIA6jNEGANBg0JyUlEQrV65UO9/Ozo6cnJw0ch/R0dHUoUMHOnr0KLVp00YjtwkAADVDphkAQINsbGzI29tb7VAxYK4sG83Z4tzcXHHdjRs3ql1/8+bNZG9vT9nZ2bRz505q3rw5/e9//6PGjRuTo6MjPf7445SQkKC8/gcffEAdO3ZUni4sLKTg4GBxPxkZGeK8VatWkYuLi9r9xMTEKNfCSkpKaOLEiRQUFESNGjWi0NBQ+r//+79aPQ/9+/e/5zEuXLhQ7To//PADtWrVimxtbally5a0ePHie9aybt066tmzp7hO27Ztaf/+/Wq3cfHiRRo6dKgoUfHy8qIxY8ZQampqpevgx8DPy44dO5SXnzhxggYNGkQeHh7k7OxM/fr1o9OnT9fqMQKAaUHQDACgQ9KXe5yNvn37Nh0/flx5GQfGTz/99D2Zaj79xBNPiAA5JSWFzp07R/Hx8fT333/T3r17RXZ7xIgRytuu6LvvvhPXqavS0lLy8/OjDRs20OXLl2nOnDn07rvv0m+//Var3+cSEn6MfODbUbVmzRpxexz8X7lyhebNm0ezZ8+m1atXq13vzTffpNdff53OnDlDYWFhNHz4cEpLSxOX8QeA+++/nzp16kQnT54UwTA/zqeeeqrSdXCAzYH3uHHjlJfxBxE+fejQIZG9b9GiBT300EPifAAAVZZqpwAAQCddLjhLzFno/Px8tcu5/pkzqxzk+fj4UHJysqhX/vfff5WBrIWFBa1du5b8/f3FeXycs8+7d++mgQMHqt1eeno6ffLJJ/T222+LoLQurKys6MMPP1Se5oxzeHi4CJorBqYVFRQUiMwtP0bGa1Y1d+5c+vLLL0WWXLptDsy///57taB22rRpNHLkSHF8yZIlIjD+8ccf6a233hIfBjhg5oBbsmLFCvG8REZGUkhIiLI8htdRXFxMnp6eYl0SDrpVLVu2TGTgOaPNNeMAABJkmgEAdCgrK0uZVa5Mt27dRK2ylHH95ZdfKCAggPr27au8DgeFUsDM+HLO5HLQWdFHH31EAwYMoN69e99zWWZmpihrkA6V1UgvWrSIOnfuLIJ8vg4HlXFxcTU+Ts4GV1XHzWUo169fF6UfqvfPwT2fr4qzyxJLS0vq0qWLyEwzzrhzpl31NrjMg6neDpd98GVcnvHzzz+rZbM5M82ZaM4wczDNa87JyanVYwQA04JMMwCADt26dUv8bNKkSZXX4WwzB6uzZs0SpRkTJkwQNbnM1dW1yt+TriO5du2aqBvmGmXVmmcJl3uo1u/evHlT1ABLuJ74jTfeEBlhDl75+gsWLKBjx45V+xg5o8vlI5w9rgwHpWz58uXUvXt3tcsqZqSrw7fD5RqfffbZPZdxll4yevRoeu+990RWnwPmJ598UnzA4ACZs9oc4HOtNn/44Jp0fqxcBw4AoApBMwCADvHGMw4+uZyiKs8995woP/jmm29EcKdarsCZVA5I+SBlm2NjY0VQ3Lp1a7Xb4ZIMDsB5E2BlQbO5ubm4TDWTq+rw4cOiVGTKlCnK8ypmgivDQTUHqFX1juYNe/yhgTuBcEBbHa4zlrLsHIyfOnVKlGyw++67j37//XfRq7ri2lVxBll6nFwW8sUXX4haci5l4cfImWiuY2b8vKpuJAQAkCBoBgDQAa5F3rp1q9hIN3bs2GozqpxN5lpf3gQ3ePBgtU103OmBO048++yz9PXXX4vzpk+fLrpCqNbnRkVFiRID/llfXLLw008/iY4dnDXm0gYO+qvKILPExERRO92rVy+RteXTUicO3lx39+5dUSbBtdKvvvqqCGgffPBBUQPNm/nu3LlDM2fOVN4eZ9x5HfyY+fHy5c8//7y4bOrUqSJb/cwzz4gPGW5ubuLxcoacM+zSc5yXlyfWwffBmWYOsKUgmm+bHxeXfXDpDD/nvD4AgIpQ0wwAoAMc7HHGlrPGXO5QE6735RIBKUBUzQ7/+eefyvZoXK/MmVs+T7U8g+uGuSSBA8n6eumll0TwPmrUKFFGwWUMqlnnynD3D64z5gwul0hIB850c7eM9evXi+txBpwDWy4/adeunXgs3AavYkD+6aefigP3puYOF1u2bBHt4Rhnq/l+OCDnDxd8O6+99prYyMfPk4QDa14DbwzkTYzcuYOz04w3FfJrw1lrblfHgTxvFgQAqAjDTQAA9BBnP2fMmCFqoK2trclQcE0094lWrY2WcEDLGXEeAlMT7tPMATS3mlPtOQ0AIBeUZwAA6BEuJeB2c5xd5UyvIQXMjDPbVa2ZN96h9AEADBUyzQAAeoSztDzwgze/cckFt0ozRcg0A4C+QdAMAAAAAFADbAQEAAAAAKgBgmYAAAAAgBogaAYAAAAAqAGCZgAAAACAGiBoBgAAAACoAYJmAAAAAIAaIGgGAAAAAKgBgmYAAAAAAKre/wMcU3oMDnhZLQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Для дерева решений\n", + "param_grid_dt = {'max_depth': list(range(1, 11))} # Максимальная глубина дерева.\n", + "grid_search_dt = GridSearchCV(DecisionTreeClassifier(random_state=42), param_grid_dt, cv=5, n_jobs=-1)\n", + "grid_search_dt.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для дерева решений:\", grid_search_dt.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_dt.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_dt['max_depth'], grid_search_dt.cv_results_['mean_test_score'])\n", + "plt.xlabel('Глубина дерева')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние глубины дерева на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "457be502-e78a-4c9a-ae46-ea513768ce84", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для случайного леса: {'max_depth': 10, 'min_samples_leaf': 1, 'min_samples_split': 5, 'n_estimators': 500}\n", + "Лучшая точность: 0.6625954198473283\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Случайный лес\n", + "param_grid_rf = {\n", + " 'n_estimators': [10, 50, 100, 200, 500], # Количество деревьев в лесу.\n", + " 'max_depth': list(range(1, 16)), # Максимальная глубина каждого дерева. \n", + " 'min_samples_split': [2, 5, 10],\n", + " 'min_samples_leaf': [1, 5, 10]\n", + "}\n", + "grid_search_rf = GridSearchCV(RandomForestClassifier(random_state=42), param_grid_rf, cv=5, n_jobs=-1)\n", + "grid_search_rf.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для случайного леса:\", grid_search_rf.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_rf.best_score_)\n", + "\n", + "# Преобразуем результаты в DataFrame для удобства\n", + "df_rf = pd.DataFrame(grid_search_rf.cv_results_)\n", + "\n", + "# Визуализация для n_estimators\n", + "plt.figure(figsize=(8, 6))\n", + "for max_depth in param_grid_rf['max_depth']:\n", + " df_filtered = df_rf[(df_rf['param_max_depth'] == max_depth)]\n", + " plt.plot(df_filtered['param_n_estimators'], df_filtered['mean_test_score'], label=f'max_depth={max_depth}')\n", + "plt.xlabel('Количество деревьев')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества деревьев на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "98724b62-b104-497e-8407-d8d6b00bc6dd", + "metadata": {}, + "outputs": [], + "source": [ + "# Градиентный бустинг\n", + "param_grid_catboost = {\n", + " 'iterations': [50, 100, 200, 500, 1000], # Количество итераций\n", + " 'learning_rate': [0.01, 0.05, 0.1, 0.5], # Скорость обучения\n", + " 'depth': list(range(1, 11)) # Максимальная глубина дерева\n", + "}\n", + "grid_search_catboost = GridSearchCV(CatBoostClassifier(random_state=42, verbose=0), param_grid_catboost, cv=5, n_jobs=-1)\n", + "grid_search_catboost.fit(X_train, y_train)\n", + "print(\"Лучшие параметры для градиентного бустинга (CatBoost):\", grid_search_catboost.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_catboost.best_score)\n", + " \n", + "# Визуализация для каждого параметра\n", + "df_catboost = pd.DataFrame(grid_search_catboost.cv_results_)\n", + "\n", + "# Визуализация для iterations\n", + "plt.figure(figsize=(8, 6))\n", + "for depth in param_grid_catboost['depth']:\n", + " df_filtered = df_catboost[(df_catboost['param_depth'] == depth)]\n", + " plt.plot(df_filtered['param_iterations'], df_filtered['mean_test_score'], label=f'depth={depth}')\n", + "plt.xlabel('Количество итераций')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества итераций на точность')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "d6afac17-2f34-41f8-93b9-92c6577b0f42", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для нейронной сети: {'activation': 'relu', 'hidden_layer_sizes': (500,), 'max_iter': 200}\n", + "Лучшая точность: 0.6751908396946565\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Нейронные сети\n", + "param_grid_mlp = {\n", + " 'hidden_layer_sizes': [(10,), (50,), (100,), (200,), (500,)], # Количество нейронов в скрытых слоях\n", + " 'max_iter': [100, 200, 500, 1000], # Максимальное количество итераций\n", + " 'activation': ['relu', 'tanh', 'logistic']\n", + "}\n", + "grid_search_mlp = GridSearchCV(MLPClassifier(random_state=42), param_grid_mlp, cv=5, n_jobs=-1)\n", + "grid_search_mlp.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для нейронной сети:\", grid_search_mlp.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_mlp.best_score_)\n", + "\n", + "# Визуализация для каждого параметра\n", + "df_mlp = pd.DataFrame(grid_search_mlp.cv_results_)\n", + "\n", + "# Визуализация для hidden_layer_sizes\n", + "plt.figure(figsize=(8, 6))\n", + "for activation in param_grid_mlp['activation']:\n", + " df_filtered = df_mlp[(df_mlp['param_activation'] == activation)]\n", + " plt.plot([x[0] for x in df_filtered['param_hidden_layer_sizes']], df_filtered['mean_test_score'], label=f'activation={activation}')\n", + "plt.xlabel('Количество нейронов в скрытом слое')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества нейронов на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "6a1201f6-404a-469e-967d-8b4990068835", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'GridSearchCV' object has no attribute 'best_score_'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[62], line 7\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;66;03m# Создание графика сравнения точности моделей\u001b[39;00m\n\u001b[0;32m 2\u001b[0m models \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mKNN\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mДерево решений\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mСлучайный лес\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCatBoost\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mНейронная сеть\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[0;32m 3\u001b[0m accuracies \u001b[38;5;241m=\u001b[39m [\n\u001b[0;32m 4\u001b[0m grid_search_knn\u001b[38;5;241m.\u001b[39mbest_score_,\n\u001b[0;32m 5\u001b[0m grid_search_dt\u001b[38;5;241m.\u001b[39mbest_score_,\n\u001b[0;32m 6\u001b[0m grid_search_rf\u001b[38;5;241m.\u001b[39mbest_score_,\n\u001b[1;32m----> 7\u001b[0m \u001b[43mgrid_search_catboost\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbest_score_\u001b[49m,\n\u001b[0;32m 8\u001b[0m grid_search_mlp\u001b[38;5;241m.\u001b[39mbest_score_\n\u001b[0;32m 9\u001b[0m ]\n\u001b[0;32m 11\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[0;32m 12\u001b[0m plt\u001b[38;5;241m.\u001b[39mbar(models, accuracies)\n", + "\u001b[1;31mAttributeError\u001b[0m: 'GridSearchCV' object has no attribute 'best_score_'" + ] + } + ], + "source": [ + "# Создание графика сравнения точности моделей\n", + "models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "accuracies = [\n", + " grid_search_knn.best_score_,\n", + " grid_search_dt.best_score_,\n", + " grid_search_rf.best_score_,\n", + " grid_search_catboost.best_score_,\n", + " grid_search_mlp.best_score_\n", + "]\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(models, accuracies)\n", + "plt.xlabel('Модель')\n", + "plt.ylabel('Точность')\n", + "plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "plt.xticks(rotation=45) # Поворот меток для лучшей читаемости\n", + "plt.tight_layout() # Правильное размещение элементов\n", + "plt.show()\n", + "\n", + "# import matplotlib.pyplot as plt\n", + "\n", + "# # Создание графика\n", + "# models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "# accuracies = [accuracy_knn, accuracy_dt, accuracy_rf, accuracy_catboost, accuracy_mlp]\n", + "\n", + "# plt.figure(figsize=(10, 6))\n", + "# plt.bar(models, accuracies)\n", + "# plt.xlabel('Модель')\n", + "# plt.ylabel('Точность')\n", + "# plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "# plt.xticks(rotation=45) # Поворот меток для лучшей читаемости\n", + "# plt.tight_layout() # Правильное размещение элементов\n", + "# plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0ce3ca68-f06f-45ec-a23f-75d7e4f2dfb1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/.ipynb_checkpoints/test1-checkpoint.ipynb b/.ipynb_checkpoints/test1-checkpoint.ipynb new file mode 100644 index 0000000..a64e523 --- /dev/null +++ b/.ipynb_checkpoints/test1-checkpoint.ipynb @@ -0,0 +1,3970 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "74e95b6f-3419-4dde-947e-81283780b341", + "metadata": {}, + "source": [ + "# Лабораторная работа 1" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6671a5aa-f0db-4abd-89f8-cb185105353a", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c8396594-e4dc-4b28-8a9c-8e32bf169c41", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
0NaN204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 NaN 204.890455 20791.318981 7.300212 368.516441 564.308654 \n", + "1 3.716080 129.422921 18630.057858 6.635246 NaN 592.885359 \n", + "2 8.099124 224.236259 19909.541732 9.275884 NaN 418.606213 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 363.266516 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 398.410813 \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 10.379783 86.990970 2.963135 0 \n", + "1 15.180013 56.329076 4.500656 0 \n", + "2 16.868637 66.420093 3.055934 0 \n", + "3 18.436524 100.341674 4.628771 0 \n", + "4 11.558279 31.997993 4.075075 0 " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv('water_potability.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data\n", + "data.head() # С помощью метода head выводим первые 5 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6ad6f05e-a68e-46c0-b570-d43d5025d3f3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 NaN \n", + "3273 9.419510 175.762646 33155.578218 7.350233 NaN \n", + "3274 5.126763 230.603758 11983.869376 6.303357 NaN \n", + "3275 7.874671 195.102299 17404.177061 7.509306 NaN \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 NaN 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4d32d829-d22f-4841-b1f9-b17fc8243a2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3276, 10)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "15e25306-3adf-4105-9287-b20e1f2d13e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "32760" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7ff6ca24-ceda-4e88-9ad5-62acab824077", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 2785\n", + "Hardness 3276\n", + "Solids 3276\n", + "Chloramines 3276\n", + "Sulfate 2495\n", + "Conductivity 3276\n", + "Organic carbon 3276\n", + "Trihalomethanes 3114\n", + "Turbidity 3276\n", + "Potability 3276\n", + "dtype: int64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "fed012f7-499a-449b-bae9-0ed353fe0f45", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 3276 entries, 0 to 3275\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 ph 2785 non-null float64\n", + " 1 Hardness 3276 non-null float64\n", + " 2 Solids 3276 non-null float64\n", + " 3 Chloramines 3276 non-null float64\n", + " 4 Sulfate 2495 non-null float64\n", + " 5 Conductivity 3276 non-null float64\n", + " 6 Organic carbon 3276 non-null float64\n", + " 7 Trihalomethanes 3114 non-null float64\n", + " 8 Turbidity 3276 non-null float64\n", + " 9 Potability 3276 non-null int64 \n", + "dtypes: float64(9), int64(1)\n", + "memory usage: 256.1 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "71c60116-ccf6-47fa-a20f-fb941717cd33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph float64\n", + "Hardness float64\n", + "Solids float64\n", + "Chloramines float64\n", + "Sulfate float64\n", + "Conductivity float64\n", + "Organic carbon float64\n", + "Trihalomethanes float64\n", + "Turbidity float64\n", + "Potability int64\n", + "dtype: object" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ed9d0216-3e60-4aac-a05b-ee2649c07d9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
count2785.0000003276.0000003276.0000003276.0000002495.0000003276.0000003276.0000003114.0000003276.0000003276.000000
mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe() # Отобразим описательные статистики нашего датафрейма (только числовые данные)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "4682e9ad-ec28-4bdf-8be5-d1d0b0643de8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 True False False False False False \n", + "1 False False False False True False \n", + "2 False False False False True False \n", + "3 False False False False False False \n", + "4 False False False False False False \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 False False False False \n", + "1 False False False False \n", + "2 False False False False \n", + "3 False False False False \n", + "4 False False False False " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "markdown", + "id": "17eecd3a-51a0-4e69-add3-781cd51be836", + "metadata": {}, + "source": [ + "___\n", + "№2" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "42d0d6d1-e191-4483-9175-2adeed093b3d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 491\n", + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 781\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 162\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "b80fab70-d390-4118-9c21-cf0b22bd169e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 0.149878\n", + "Hardness 0.000000\n", + "Solids 0.000000\n", + "Chloramines 0.000000\n", + "Sulfate 0.238400\n", + "Conductivity 0.000000\n", + "Organic carbon 0.000000\n", + "Trihalomethanes 0.049451\n", + "Turbidity 0.000000\n", + "Potability 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # часть которую составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "699915ac-adcf-4868-87aa-69ae89f95e01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1434\n", + "4.4%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum()\n", + "print(proc)\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b9ff4f68-a533-42a4-bfc2-72c2bc6cd8c1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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count2785.0000003276.0000003276.0000003276.0000002495.0000003276.0000003276.0000003114.0000003276.0000003276.000000
mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "cb791d0b-449d-4dea-8db8-12dd126ba327", + "metadata": {}, + "source": [ + "Наверное откидывать треть значений не самая лучшая идея, поэтому подготовим ещё один датасет заплонив значаения.\n", + "\n", + "ph:\n", + "\n", + "Среднее (7.08) и медиана (7.04) очень близки. Но есть выбросы (минимум 0), лучше использовать медиану.\n", + "\n", + "Sulfate:\n", + "\n", + "Среднее (333.78) и медиана (333.07) тоже близки. Нет явных выбросов → можно заполнить средним.\n", + "\n", + "Trihalomethanes:\n", + "\n", + "Среднее (66.40) и медиана (66.62) похожи. Есть выбросы (min = 0.738, max = 124) → лучше взять медиану." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "06ca30b3-71c0-47ba-9ac4-8557a44305c4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "... ... ... ... ... ... \n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 333.775777 \n", + "3273 9.419510 175.762646 33155.578218 7.350233 333.775777 \n", + "3274 5.126763 230.603758 11983.869376 6.303357 333.775777 \n", + "3275 7.874671 195.102299 17404.177061 7.509306 333.775777 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "... ... ... ... ... ... \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 66.622485 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 \n", + "\n", + "[3276 rows x 10 columns]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = data.copy(deep=True) # Создадим копию исходного датафрейма, чтобы его не изменять\n", + "# Заполняем NaN значениями в зависимости от их распределения\n", + "df2['ph'] = df2['ph'].fillna(df2['ph'].median()) # Медиана устойчивее к выбросам\n", + "df2['Sulfate'] = df2['Sulfate'].fillna(df2['Sulfate'].mean()) # Среднее, так как нет сильных выбросов\n", + "df2['Trihalomethanes'] = df2['Trihalomethanes'].fillna(df2['Trihalomethanes'].median()) # Медиана, так как есть выбросы\n", + "df2" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "126bf027-765f-4d5c-8c1d-92f6f43edb58", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n" + ] + } + ], + "source": [ + "proc = df.isna().sum().sum()\n", + "print(proc)" + ] + }, + { + "cell_type": "markdown", + "id": "8763ef2c-f8e7-450c-abf4-215568922bc1", + "metadata": {}, + "source": [ + "___\n", + "# №3" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "570103c7-bf99-4794-b79f-cd4d299c1ae7", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "4e2deea1-6cf2-477e-97c3-4103cef357ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pandas.core.frame.DataFrame" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(df2)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "e1b48a2e-6d3d-4341-9a12-9a46bfe19725", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питью
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины сульфат \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "\n", + " проводимость органический углерод тригалометаны мутность \\\n", + "0 564.308654 10.379783 86.990970 2.963135 \n", + "1 592.885359 15.180013 56.329076 4.500656 \n", + "\n", + " пригодность к питью \n", + "0 0 \n", + "1 0 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3 = df2.copy(deep=True)\n", + "# Заготовим словарь с переводом колонок\n", + "column_translation = {\n", + " 'ph': 'водородный показатель',\n", + " 'hardness': 'жесткость',\n", + " 'solids': 'твердые частицы',\n", + " 'chloramines': 'хлорамины',\n", + " 'sulfate': 'сульфат',\n", + " 'conductivity': 'проводимость',\n", + " 'organic_carbon': 'органический углерод',\n", + " 'trihalomethanes': 'тригалометаны',\n", + " 'turbidity': 'мутность',\n", + " 'potability': 'пригодность к питью'\n", + "}\n", + "df3.columns = [\n", + " f\"{column_translation.get(col, col)}\" \n", + " for col in df3.columns\n", + "]\n", + "df3.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8a8424b1-7ba5-49a8-957e-40b48b055ff6", + "metadata": {}, + "outputs": [], + "source": [ + "# Создаем новый признак: \"Чрезвычайно высокий уровень органического углерода\" (>25)\n", + "df3['высокий уровень органического углерода'] = (df3['органический углерод'] > 25).astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "de8c1373-78e7-49c8-8401-a2fcf71d4fef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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207514.000000235.67745824008.9920405.635029381.097711460.74526713.45253872.8594683.17099400
286813.541240187.60679213475.9127736.756055333.775777411.26446515.14266774.4485593.52919100
289513.349889152.77645518464.9007756.717973334.864070450.84636917.19256485.8835232.53107500
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины \\\n", + "263 13.175402 47.432000 19237.949676 8.907020 \n", + "2075 14.000000 235.677458 24008.992040 5.635029 \n", + "2868 13.541240 187.606792 13475.912773 6.756055 \n", + "2895 13.349889 152.776455 18464.900775 6.717973 \n", + "\n", + " сульфат проводимость органический углерод тригалометаны мутность \\\n", + "263 375.147315 500.245952 12.083896 66.622485 4.106924 \n", + "2075 381.097711 460.745267 13.452538 72.859468 3.170994 \n", + "2868 333.775777 411.264465 15.142667 74.448559 3.529191 \n", + "2895 334.864070 450.846369 17.192564 85.883523 2.531075 \n", + "\n", + " пригодность к питью высокий уровень органического углерода \n", + "263 1 0 \n", + "2075 0 0 \n", + "2868 0 0 \n", + "2895 0 0 " + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3[(df3['водородный показатель'] >= 13)].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "c749d71b-1f53-4e6a-8f7b-803eef90dbc6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [водородный показатель, жесткость, твердые частицы, хлорамины, сульфат, проводимость, органический углерод, тригалометаны, мутность, пригодность к питью, высокий уровень органического углерода]\n", + "Index: []" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Удаляем явные выбросы в pH\n", + "df3 = df3[(df3['водородный показатель'] > 0) & (df3['водородный показатель'] <= 13)]\n", + "df3[(df3['водородный показатель'] >= 13) | (df3['водородный показатель'] == 0)].head()" + ] + }, + { + "cell_type": "markdown", + "id": "126a6de3-c893-4211-b496-9f0a0798b413", + "metadata": {}, + "source": [ + "___\n", + "# №4" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "4913b66c-953f-45bb-8ac3-97ab96a729a0", + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "cbe19125-f052-4188-9c0a-120a100cc280", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbiditypotabilityturbidity_levelturbidity_level_encoded
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350low1
13.716080129.42292118630.0578586.635246333.775777592.88535915.18001356.3290764.5006560high0
28.099124224.23625919909.5417329.275884333.775777418.60621316.86863766.4200933.0559340low1
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710high0
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750high0
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080low1
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890low1
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250high0
87.036752118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170low1
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620high0
107.360640165.52079732452.6144097.550701326.624353425.38341915.58681078.7400163.6622920low1
117.974522218.69330018767.6566828.110385333.775777364.09823014.52574676.4859114.0117180high0
127.119824156.70499318730.8136533.606036282.344050347.71502715.92953679.5007783.4457560low1
137.036752150.17492327331.3619626.838223299.415781379.76183519.37080776.5099964.4139740high0
147.496232205.34498228388.0048875.072558333.775777444.64535213.22831170.3002134.7773820high0
156.347272186.73288141065.2347659.629596364.487687516.74328211.53978175.0716174.3763480high0
167.051786211.04940630980.60078710.094796333.775777315.14126720.39702256.6516044.2684290high0
179.181560273.81380724041.3262806.904990398.350517477.97464213.38734171.4573624.5036610high0
188.975464279.35716719460.3981316.204321333.775777431.44399012.88875963.8212372.4360860low1
197.371050214.49661025630.3200374.432669335.754439469.91455112.50916462.7972772.5602990low1
207.036752227.43504822305.56741410.333918333.775777554.82008616.33169345.3828154.1334230high0
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" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "5 5.584087 188.313324 28748.687739 7.544869 326.678363 \n", + "6 10.223862 248.071735 28749.716544 7.513408 393.663396 \n", + "7 8.635849 203.361523 13672.091764 4.563009 303.309771 \n", + "8 7.036752 118.988579 14285.583854 7.804174 268.646941 \n", + "9 11.180284 227.231469 25484.508491 9.077200 404.041635 \n", + "10 7.360640 165.520797 32452.614409 7.550701 326.624353 \n", + "11 7.974522 218.693300 18767.656682 8.110385 333.775777 \n", + "12 7.119824 156.704993 18730.813653 3.606036 282.344050 \n", + "13 7.036752 150.174923 27331.361962 6.838223 299.415781 \n", + "14 7.496232 205.344982 28388.004887 5.072558 333.775777 \n", + "15 6.347272 186.732881 41065.234765 9.629596 364.487687 \n", + "16 7.051786 211.049406 30980.600787 10.094796 333.775777 \n", + "17 9.181560 273.813807 24041.326280 6.904990 398.350517 \n", + "18 8.975464 279.357167 19460.398131 6.204321 333.775777 \n", + "19 7.371050 214.496610 25630.320037 4.432669 335.754439 \n", + "20 7.036752 227.435048 22305.567414 10.333918 333.775777 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity potability \\\n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "5 280.467916 8.399735 54.917862 2.559708 0 \n", + "6 283.651634 13.789695 84.603556 2.672989 0 \n", + "7 474.607645 12.363817 62.798309 4.401425 0 \n", + "8 389.375566 12.706049 53.928846 3.595017 0 \n", + "9 563.885481 17.927806 71.976601 4.370562 0 \n", + "10 425.383419 15.586810 78.740016 3.662292 0 \n", + "11 364.098230 14.525746 76.485911 4.011718 0 \n", + "12 347.715027 15.929536 79.500778 3.445756 0 \n", + "13 379.761835 19.370807 76.509996 4.413974 0 \n", + "14 444.645352 13.228311 70.300213 4.777382 0 \n", + "15 516.743282 11.539781 75.071617 4.376348 0 \n", + "16 315.141267 20.397022 56.651604 4.268429 0 \n", + "17 477.974642 13.387341 71.457362 4.503661 0 \n", + "18 431.443990 12.888759 63.821237 2.436086 0 \n", + "19 469.914551 12.509164 62.797277 2.560299 0 \n", + "20 554.820086 16.331693 45.382815 4.133423 0 \n", + "\n", + " turbidity_level turbidity_level_encoded \n", + "0 low 1 \n", + "1 high 0 \n", + "2 low 1 \n", + "3 high 0 \n", + "4 high 0 \n", + "5 low 1 \n", + "6 low 1 \n", + "7 high 0 \n", + "8 low 1 \n", + "9 high 0 \n", + "10 low 1 \n", + "11 high 0 \n", + "12 low 1 \n", + "13 high 0 \n", + "14 high 0 \n", + "15 high 0 \n", + "16 high 0 \n", + "17 high 0 \n", + "18 low 1 \n", + "19 low 1 \n", + "20 high 0 " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import LabelEncoder, OneHotEncoder\n", + "\n", + "# Копируем датасет\n", + "df4 = df2.copy(deep=True)\n", + "\n", + "## One-Hot Encoding для 'Turbidity' (низкая/высокая)\n", + "df4['turbidity_level'] = df4['turbidity'].apply(lambda x: 'low' if x < 4 else 'high')\n", + "\n", + "ohe = OneHotEncoder(sparse_output=False, drop='first') # drop='first' → избежим дублирования информации\n", + "turbidity_encoded = ohe.fit_transform(df4[['turbidity_level']])\n", + "\n", + "# Добавляем закодированные столбцы в датафрейм\n", + "df4[['turbidity_level_encoded']] = turbidity_encoded.astype(int)\n", + "#df4.drop(columns=['turbidity_level'], inplace=True)\n", + "\n", + "# Проверяем изменения\n", + "df4.head(21)" + ] + }, + { + "cell_type": "markdown", + "id": "19286783-4b81-4de1-bc9d-c5307aaf5eb2", + "metadata": {}, + "source": [ + "___\n", + "# №5" + ] + }, + { + "cell_type": "markdown", + "id": "eeb8af78-2c86-4699-ae77-3cecaf302e8b", + "metadata": {}, + "source": [ + "## Гистограммы распределения\n", + "Гистограммы показывают распределение значений числовых признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "ca7b6281-6b12-49c8-ad0e-b8f24d76e543", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['potability', 'turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "df4_filtered.hist(figsize=(12, 8), bins=40, edgecolor='black')\n", + "plt.suptitle(\"Распределение признаков\", fontsize=16)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4d1f246b-8ab6-40c5-88a9-8b748fee29f4", + "metadata": {}, + "source": [ + "## Boxplot\n", + "Boxplot помогает выявить выбросы и увидеть распределение данных по квартилям(по четырём равным частям)." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "25e08e53-d9f8-4597-b5f4-076fd94ad609", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plt.title(\"Boxplot распределения признаков\")\n", + "\n", + "fig, ax = plt.subplots(9, 1, figsize=(10, 20))\n", + "fig.subplots_adjust(hspace=0.75)\n", + "columns_name = df4.columns[:9]\n", + "for i in range(9) :\n", + " sns.boxplot(x=df4[columns_name[i]], ax=ax[i])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6372a747-b1ff-4bf2-aad2-528f07f2e61b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7dfe93a5-d666-4d99-aa4e-a0ffecf2488b", + "metadata": {}, + "source": [ + "## Матрица корреляций\n", + "Позволяет оценить взаимосвязи между переменными." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "ca6d9dde-d5ad-4d7c-bb87-aad50abc0b6c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.heatmap(df4.drop(columns=['turbidity_level']).corr(), annot=True, cmap=\"coolwarm\", fmt=\".2f\", linewidths=0.5)\n", + "plt.title(\"Матрица корреляций\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8cac80dc-dd78-4449-84e5-b4ecbb350b85", + "metadata": {}, + "source": [ + "## Парные диаграммы\n", + "Отображает распределение и взаимосвязь признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "626c96e9-3c7b-475b-8b31-e16c26395402", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "sns.pairplot(df4_filtered, hue=\"potability\", corner=True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "0e685fe5-871d-4647-a75a-84539605feed", + "metadata": {}, + "source": [ + "## Диаграмма рассеяния" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "e1c0b5e8-0940-45a8-ba03-4b712fa20340", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='turbidity', y='organic_carbon', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь мутности и органического углерода с пригодностью воды\")\n", + "plt.xlabel(\"Мутность (Turbidity)\")\n", + "plt.ylabel(\"Органический углерод (Organic Carbon)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='hardness', y='conductivity', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь жесткости и проводимости с пригодностью воды\")\n", + "plt.xlabel(\"Жесткость воды (Hardness)\")\n", + "plt.ylabel(\"Проводимость (Conductivity)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='ph', y='potability', alpha=0.5, color=\"purple\")\n", + "plt.title(\"Зависимость pH от пригодности воды\")\n", + "plt.xlabel(\"pH\")\n", + "plt.ylabel(\"Пригодность к питью (0 - нет, 1 - да)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "c84f59c6-c486-44f2-bbc7-4abe405505e9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "707e19a4-343f-46fb-a10b-352a5ffda6d4", + "metadata": {}, + "source": [ + "___\n", + "# №6" + ] + }, + { + "cell_type": "markdown", + "id": "d8012d87-7db3-4364-a8a3-f8c731162736", + "metadata": {}, + "source": [ + "### Удаление признаков с низкой дисперсией" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "dcdfff49-6bbf-4c04-ad2b-6dc4558b8ff8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Index(['ph', 'hardness', 'solids', 'chloramines', 'sulfate', 'conductivity',\n", + " 'organic_carbon', 'trihalomethanes', 'turbidity', 'potability'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Создание объекта для удаления признаков с низкой дисперсией\n", + "selector = VarianceThreshold(threshold=0.01) # Устанавливаем порог дисперсии (например, 0.01)\n", + "\n", + "# Применяем фильтр к данным\n", + "df2_filtered = df2[df2.columns[selector.fit(df2).get_support()]] # Оставляем только признаки с высокой дисперсией\n", + "print(df2_filtered.columns) # Печатаем имена оставшихся столбцов" + ] + }, + { + "cell_type": "markdown", + "id": "9fb3797c-cb7e-4d2f-a796-f540d8a60209", + "metadata": {}, + "source": [ + "### Одномерный отбор признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "8f24f758-1ebd-4741-afac-e51c20b309c5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки: Index(['hardness', 'solids', 'chloramines', 'sulfate', 'organic_carbon'], dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_classif\n", + "\n", + "# Отбор признаков, используя критерий f_classif\n", + "X = df2.drop(columns=[\"potability\"]) # Признаки (все столбцы, кроме целевой переменной)\n", + "y = df2[\"potability\"] # Целевая переменная\n", + "\n", + "# Применяем SelectKBest\n", + "selector = SelectKBest(f_classif, k=5) # Отбираем 5 лучших признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим имена выбранных признаков\n", + "selected_columns = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_columns)\n" + ] + }, + { + "cell_type": "markdown", + "id": "797f6113-b44f-43cc-a488-e7530a16eafe", + "metadata": {}, + "source": [ + "### Рекурсивное исключение признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "b2e7a98e-b438-4192-a93d-74c62a29667d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки после RFE: Index(['hardness', 'chloramines', 'sulfate', 'organic_carbon', 'turbidity'], dtype='object')\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " hardness chloramines sulfate organic_carbon turbidity\n", + "0 204.890455 7.300212 368.516441 10.379783 2.963135\n", + "1 129.422921 6.635246 333.775777 15.180013 4.500656\n", + "2 224.236259 9.275884 333.775777 16.868637 3.055934\n", + "3 214.373394 8.059332 356.886136 18.436524 4.628771\n", + "4 181.101509 6.546600 310.135738 11.558279 4.075075\n", + "... ... ... ... ... ...\n", + "3271 193.681735 7.166639 359.948574 13.894419 4.435821\n", + "3272 193.553212 8.061362 333.775777 19.903225 2.798243\n", + "3273 175.762646 7.350233 333.775777 11.039070 3.298875\n", + "3274 230.603758 6.303357 333.775777 11.168946 4.708658\n", + "3275 195.102299 7.509306 333.775777 16.140368 2.309149\n", + "\n", + "[3276 rows x 5 columns]" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LogisticRegression\n", + "\n", + "# Признаки и целевая переменная\n", + "X = df2.drop(columns=[\"potability\"])\n", + "y = df2[\"potability\"]\n", + "\n", + "model = LogisticRegression(max_iter=2000)\n", + "selector = RFE(model, n_features_to_select=5) # Выбираем 5 признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "selected_columns_rfe = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки после RFE:\", selected_columns_rfe)\n", + "# Преобразуем данные обратно в DataFrame с исходными именами колонок\n", + "X_new_df = pd.DataFrame(X_new, columns=selected_columns_rfe)\n", + "X_new_df" + ] + }, + { + "cell_type": "markdown", + "id": "ce903807-038b-4f3f-a736-5e91b9ef857c", + "metadata": {}, + "source": [ + "___\n", + "# №7" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "dc6f77de-b579-4933-8e76-1d31944ee2b9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a26ab089-0231-4dd7-907e-49722314d571", + "metadata": {}, + "source": [ + "___\n", + "# №8" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "8de7381d-bcac-4ed1-acb1-37bd104890fd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Размер X_train: (2620, 9)\n", + "Размер X_test: (656, 9)\n", + "Размер y_train: (2620,)\n", + "Размер y_test: (656,)\n", + "Обучающая выборка X:\n", + " ph hardness solids chloramines sulfate \\\n", + "2214 7.822492 208.636720 22308.821729 5.850328 408.123255 \n", + "1634 6.037428 227.033994 12988.791229 8.476905 392.380529 \n", + "2605 8.445219 228.522860 28966.569327 6.179855 333.775777 \n", + "114 6.745307 218.424637 21871.838700 7.165509 333.775777 \n", + "129 6.506488 202.285938 17087.076902 6.201983 326.662368 \n", + "... ... ... ... ... ... \n", + "101 7.348845 223.264940 11519.046527 8.889559 333.775777 \n", + "1734 3.928556 191.665998 17328.161457 7.692417 306.479558 \n", + "461 7.163999 203.781598 34226.072127 9.412035 320.258917 \n", + "2242 6.645657 170.269715 23432.109730 7.066565 333.775777 \n", + "264 6.618011 233.661636 19598.860740 4.701049 432.556385 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "2214 502.789396 16.135732 60.393982 3.835332 \n", + "1634 306.386283 7.122391 41.190507 3.594217 \n", + "2605 361.705354 14.554220 60.612230 4.400706 \n", + "114 373.050102 16.826619 74.086080 3.902353 \n", + "129 481.771934 16.535186 46.205748 3.548776 \n", + "... ... ... ... ... \n", + "101 494.158434 18.145374 73.715522 4.880875 \n", + "1734 406.085614 9.578602 45.480738 5.060836 \n", + "461 415.577513 16.221044 90.184208 3.354322 \n", + "2242 513.364946 20.264678 78.900888 4.170658 \n", + "264 401.669791 11.766146 73.191921 4.437696 \n", + "\n", + "[2620 rows x 9 columns]\n", + "\n", + "Тестовая выборка X:\n", + " ph hardness solids chloramines sulfate \\\n", + "664 7.036752 188.743562 19037.462638 6.034236 333.775777 \n", + "2530 6.172517 187.787017 10498.635154 7.722561 322.521035 \n", + "2870 7.036752 176.386651 26003.163265 7.809251 358.429774 \n", + "1045 6.369112 235.340943 34456.801132 9.170940 295.350524 \n", + "95 6.140878 197.876090 26687.874483 7.587196 329.231853 \n", + "... ... ... ... ... ... \n", + "322 7.798454 188.394942 32704.569286 11.078872 258.191184 \n", + "2042 7.669013 205.595635 11579.441693 4.263279 356.136518 \n", + "1696 7.290089 205.213105 26115.616326 5.137891 357.794088 \n", + "1259 7.036752 164.094744 9344.653322 5.959309 349.019434 \n", + "1094 7.741245 218.237186 22824.699465 8.696479 363.992748 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "664 388.065857 15.149068 78.499418 2.723651 \n", + "2530 467.090425 21.233978 68.163642 4.129985 \n", + "2870 336.142005 14.447961 90.224844 4.410674 \n", + "1045 357.417285 9.213268 59.280269 2.275903 \n", + "95 548.072761 15.836330 41.263648 5.359460 \n", + "... ... ... ... ... \n", + "322 507.178688 18.272439 85.177662 4.107267 \n", + "2042 407.721613 10.829045 83.243808 4.589513 \n", + "1696 402.874799 7.960478 63.698514 4.700618 \n", + "1259 367.389811 13.937968 88.771969 4.559337 \n", + "1094 521.016261 15.310631 73.723070 3.741143 \n", + "\n", + "[656 rows x 9 columns]\n", + "\n", + "Обучающая выборка y:\n", + "2214 0\n", + "1634 1\n", + "2605 0\n", + "114 0\n", + "129 0\n", + " ..\n", + "101 0\n", + "1734 0\n", + "461 0\n", + "2242 0\n", + "264 1\n", + "Name: potability, Length: 2620, dtype: int64\n", + "\n", + "Тестовая выборка y:\n", + "664 1\n", + "2530 0\n", + "2870 0\n", + "1045 0\n", + "95 0\n", + " ..\n", + "322 1\n", + "2042 1\n", + "1696 0\n", + "1259 0\n", + "1094 1\n", + "Name: potability, Length: 656, dtype: int64\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "X = df4.drop(columns=[\"potability\", \"turbidity_level_encoded\", \"turbidity_level\"]) # Убираем целевой признак, оставляем только признаки\n", + "y = df4[\"potability\"]\n", + "\n", + "# Разбиение на 80% train и 20% test\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42, stratify=y)\n", + "\n", + "# Вывод размеров получившихся выборок\n", + "print(f\"Размер X_train: {X_train.shape}\")\n", + "print(f\"Размер X_test: {X_test.shape}\")\n", + "print(f\"Размер y_train: {y_train.shape}\")\n", + "print(f\"Размер y_test: {y_test.shape}\")\n", + "print(\"Обучающая выборка X:\")\n", + "print(X_train)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test)\n", + "print(\"\\nОбучающая выборка y:\")\n", + "print(y_train)\n", + "print(\"\\nТестовая выборка y:\")\n", + "print(y_test)" + ] + }, + { + "cell_type": "markdown", + "id": "30a67195-1a78-4cd7-9bc3-a25d19e203b1", + "metadata": {}, + "source": [ + "___\n", + "# №9" + ] + }, + { + "cell_type": "markdown", + "id": "fa0d1354-b543-4b3b-9340-54e4a0547d54", + "metadata": {}, + "source": [ + "Большая разница дипозонов может повлиять на работу моделей." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "d7dc5bda-12cd-463b-ac3a-af36cb966a35", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "\n", + "scaler = MinMaxScaler()\n", + "X_train_scaled = scaler.fit_transform(X_train) # Обучаем на train и трансформируем\n", + "X_test_scaled = scaler.transform(X_test) # Применяем те же параметры к test\n" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "6fdeb591-760a-4199-b27f-656116a2b537", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Обучающая выборка X:\n", + "[[0.57046271 0.58472759 0.36101185 ... 0.56177277 0.48397707 0.44658239]\n", + " [0.43638592 0.65145885 0.20798929 ... 0.19842985 0.32818312 0.4006277 ]\n", + " [0.61723598 0.65685932 0.47032324 ... 0.49801936 0.48574768 0.55433844]\n", + " ...\n", + " [0.52100308 0.56711692 0.55667731 ... 0.56521182 0.72565923 0.35490547]\n", + " [0.48207023 0.44556141 0.37945475 ... 0.72821752 0.63411991 0.51049297]\n", + " [0.4799937 0.67549888 0.31651788 ... 0.38562743 0.58780419 0.56138844]]\n", + "\n", + "Тестовая выборка X:\n", + "[[0.5114455 0.51257041 0.30730047 ... 0.52199869 0.63086286 0.2347041 ]\n", + " [0.44653251 0.5091008 0.16710423 ... 0.76729163 0.54701077 0.50274104]\n", + " [0.5114455 0.46774898 0.42166804 ... 0.49373589 0.7259889 0.55623827]\n", + " ...\n", + " [0.5304737 0.57230933 0.42351437 ... 0.23221452 0.51078609 0.61149954]\n", + " [0.5114455 0.42316333 0.14815738 ... 0.4731772 0.71420202 0.58457229]\n", + " [0.56436023 0.61955075 0.36948188 ... 0.52851157 0.5921133 0.42863071]]\n" + ] + } + ], + "source": [ + "print(\"Обучающая выборка X:\")\n", + "print(X_train_scaled)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test_scaled)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "1e388ce5-bf43-40c7-b930-43a514ac1194", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbidity
00.5704630.5847280.3610120.4332190.7928950.5618620.5617730.4839770.446582
10.4363860.6514590.2079890.6401690.7481750.2184150.1984300.3281830.400628
20.6172360.6568590.4703230.4591820.5816990.3151500.4980190.4857480.554338
30.4895550.6202310.3538370.5368430.5816990.3349890.5896240.5950580.459356
40.4716170.5616920.2752780.4609260.5614920.5251090.5778750.3688710.391967
..............................
26150.5348870.6377880.1838580.6726830.5816990.5467690.6427850.5920520.645855
26160.2779880.5231710.2792360.5783590.5041590.3927580.2974440.3629890.680154
26170.5210030.5671170.5566770.7138490.5433020.4093560.5652120.7256590.354905
26180.4820700.4455610.3794550.5290470.5816990.5803550.7282180.6341200.510493
26190.4799940.6754990.3165180.3426660.8623010.3850360.3856270.5878040.561388
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2620 rows × 9 columns

\n", + "
" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate conductivity \\\n", + "0 0.570463 0.584728 0.361012 0.433219 0.792895 0.561862 \n", + "1 0.436386 0.651459 0.207989 0.640169 0.748175 0.218415 \n", + "2 0.617236 0.656859 0.470323 0.459182 0.581699 0.315150 \n", + "3 0.489555 0.620231 0.353837 0.536843 0.581699 0.334989 \n", + "4 0.471617 0.561692 0.275278 0.460926 0.561492 0.525109 \n", + "... ... ... ... ... ... ... \n", + "2615 0.534887 0.637788 0.183858 0.672683 0.581699 0.546769 \n", + "2616 0.277988 0.523171 0.279236 0.578359 0.504159 0.392758 \n", + "2617 0.521003 0.567117 0.556677 0.713849 0.543302 0.409356 \n", + "2618 0.482070 0.445561 0.379455 0.529047 0.581699 0.580355 \n", + "2619 0.479994 0.675499 0.316518 0.342666 0.862301 0.385036 \n", + "\n", + " organic_carbon trihalomethanes turbidity \n", + "0 0.561773 0.483977 0.446582 \n", + "1 0.198430 0.328183 0.400628 \n", + "2 0.498019 0.485748 0.554338 \n", + "3 0.589624 0.595058 0.459356 \n", + "4 0.577875 0.368871 0.391967 \n", + "... ... ... ... \n", + "2615 0.642785 0.592052 0.645855 \n", + "2616 0.297444 0.362989 0.680154 \n", + "2617 0.565212 0.725659 0.354905 \n", + "2618 0.728218 0.634120 0.510493 \n", + "2619 0.385627 0.587804 0.561388 \n", + "\n", + "[2620 rows x 9 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Преобразуем нормализованные данные обратно в DataFrame с исходными именами колонок\n", + "X_train_scaled_df = pd.DataFrame(X_train_scaled, columns=X.columns)\n", + "\n", + "# Теперь ты можешь увидеть нормализованные данные с названиями столбцов\n", + "X_train_scaled_df" + ] + }, + { + "cell_type": "markdown", + "id": "ab8e575d-5e81-401a-865a-c64a8ac99f67", + "metadata": {}, + "source": [ + "___\n", + "# Лабораторная работа 2" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "baadf589-f410-490f-a02e-68c63fc3347c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Точность K-ближайших соседей: 0.6037\n", + "Точность дерева решений: 0.5976\n", + "Точность случайного леса: 0.6524\n", + "0:\tlearn: 0.6860024\ttotal: 52.9ms\tremaining: 26.4s\n", + "200:\tlearn: 0.3255266\ttotal: 475ms\tremaining: 707ms\n", + "400:\tlearn: 0.1854030\ttotal: 950ms\tremaining: 235ms\n", + "499:\tlearn: 0.1452694\ttotal: 1.16s\tremaining: 0us\n", + "Точность градиентного бустинга (CatBoost): 0.6402\n", + "Точность нейронной сети: 0.6707\n" + ] + } + ], + "source": [ + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.neural_network import MLPClassifier" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "21e21e6f-74b1-4b3b-a7ad-bfd0f8b2fb63", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для дерева решений: {'max_depth': 7}\n", + "Лучшая точность: 0.6312977099236641\n", + "Лучшие параметры для KNN: {'n_neighbors': 25}\n", + "Лучшая точность: 0.6454198473282443\n", + "Лучшие параметры для случайного леса: {'max_depth': 10, 'min_samples_leaf': 1, 'min_samples_split': 5, 'n_estimators': 500}\n", + "Лучшая точность: 0.6625954198473283\n" + ] + } + ], + "source": [ + "# from sklearn.model_selection import GridSearchCV\n", + "\n", + "# # Для дерева решений\n", + "# param_grid_dt = {'max_depth': list(range(1, 11))}\n", + "# grid_search_dt = GridSearchCV(DecisionTreeClassifier(random_state=42), param_grid_dt, cv=5)\n", + "# grid_search_dt.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для дерева решений:\", grid_search_dt.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_dt.best_score_)\n", + "\n", + "# # Для K-ближайших соседей\n", + "# param_grid_knn = {'n_neighbors': list(range(1, 31))}\n", + "# grid_search_knn = GridSearchCV(KNeighborsClassifier(), param_grid_knn, cv=5)\n", + "# grid_search_knn.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для KNN:\", grid_search_knn.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_knn.best_score_)\n", + "\n", + "# # Случайный лес\n", + "# param_grid_rf = {\n", + "# 'n_estimators': [10, 50, 100, 200, 500],\n", + "# 'max_depth': list(range(1, 11)),\n", + "# 'min_samples_split': [2, 5, 10],\n", + "# 'min_samples_leaf': [1, 5, 10]\n", + "# }\n", + "# grid_search_rf = GridSearchCV(RandomForestClassifier(random_state=42), param_grid_rf, cv=5)\n", + "# grid_search_rf.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для случайного леса:\", grid_search_rf.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_rf.best_score_)\n", + "\n", + "# # Градиентный бустинг\n", + "# param_grid_catboost = {\n", + "# 'iterations': [50, 100, 200, 500, 1000],\n", + "# 'learning_rate': [0.01, 0.05, 0.1, 0.5],\n", + "# 'depth': list(range(1, 11))\n", + "# }\n", + "# grid_search_catboost = GridSearchCV(CatBoostClassifier(random_state=42, verbose=200), param_grid_catboost, cv=5)\n", + "# grid_search_catboost.fit(X_train, y_train)\n", + "# print(\"Лучшие параметры для градиентного бустинга (CatBoost):\", grid_search_catboost.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_catboost.best_score_)\n", + "\n", + "# # Нейронные сети\n", + "# param_grid_mlp = {\n", + "# 'hidden_layer_sizes': [(10,), (50,), (100,), (200,), (500,)],\n", + "# 'max_iter': [100, 200, 500, 1000],\n", + "# 'activation': ['relu', 'tanh', 'logistic']\n", + "# }\n", + "# grid_search_mlp = GridSearchCV(MLPClassifier(random_state=42), param_grid_mlp, cv=5)\n", + "# grid_search_mlp.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для нейронной сети:\", grid_search_mlp.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_mlp.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "8295f5b0-6be0-4035-a74f-4aaeae06bd53", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для KNN: {'n_neighbors': 33}\n", + "Лучшая точность: 0.648854961832061\n" + ] + }, + { + "data": { + "image/png": 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feHz5+fno168fUlJSkJmZWe7N8u7duwCAFi1alNu2VatWSE9PLzdWanZ2tk7nuLJjbN++PczMzDB//nxER0erf1GUlJRorBcdHY1r166VOw/NmzcHAPW5iI2NhVgsRuvWravcvieZNm0anJyc0LhxY0yePBljxozRKJNRKpX45ptv0KxZM8hkMjg6OsLJyQmXL1+u8FpRUX0/WrZsqbFcIpGgWbNmWmsugfJlF5X54IMP0L1790pHNFH9sRYZGYlx48YBAL7//nv8+OOPKCwsRG5ubrltqnPcCoUCH374IV577TUEBARU+Rh0lZ2djYULFyI8PLzCj3YdHBzw7bff4vLly7C1tcW33377xP2mpaUhJydHa73+o+7evVvhz5TqeaDsem3RooXW+xFUdH0fUNU/29raVtrG6Oho7N27t9w+Q0NDAaDC95eqXE/azJ07t9xr3bx5s9x669evR0BAAMzMzNCoUSM4OTlh9+7dT/xZqqq7d+/C3d0d1tbWGssf/974+fnB1dUVX375JS5fvqx+b9J2z0BVj+/u3bto1qxZuT8UtF0X7u7uGp0QNfXmm2/CyckJ9vb2sLa2xquvvqq1jI+qjzW8pHdisRi9e/fG0qVLER0djTZt2qifS05Ohqura5X39dFHH6FZs2YYM2YMjh07Vu75WbNm4datW/jkk08wf/78Svfl4+NTrq5t27ZtWLVqldb109PTsXjxYsyePVvrG5tSqYSzs3OFI1E83uNW0WtYWlrijz/+wNChQ7Fo0aInhvDKZGZmQi6XV/kcP+kYXVxc8N133yEsLEwdXlV69uyp/r9SqUTbtm3x9ddfa30dT09PHY5CN++++y769u0LhUKBa9euYcGCBRAEQV3PunDhQsyZMwdvvvkmPvnkEzg4OEAsFmPmzJkaN/9oo+s4tMnJyQBQ5fO/f/9+HDx4EKdOnap0vTlz5qCoqAi7du1S37R17tw5fPvtt9i0aRPefvttnDt3TuMXdXWO+8cff1SP41qbPv/8c4jFYrz77rvIyMiocD1VOx48eICEhATY2dnVaruqQ9f3AdUfSdpq7x/fb58+ffDee+9pff7xn0eg6teTNpMmTcLLL7+ssWzixIkaX2/YsAFjx47F0KFD8e6778LZ2RkSiQSLFi3SuImvLkilUqxevRqvvvoqAgMDNZ7z9vYut35Vjs+QPv74Y3Tv3h0lJSWIiIjAggULkJWVVSe19E8LBl6qFaWlpQCgvklB5fr16+jQoUOV9nHx4kVs3rwZO3fu1Pg4+VHm5uZYvXo1Ll68CFtbW8ydOxeXLl3CO++8U25dS0tLde+ISmRkZIWv/+mnn8La2lrjRoVHNWnSBAcPHkS3bt2qPUC/hYUF9u7di5YtW2LWrFlYuHAhRowYoe5RUL1x37p1q9y2N2/ehKOjo8bkB6qPYlXbP8mTjhEAJkyYgOHDh+Pq1avqHvv//Oc/Gus0adIEly5dwnPPPVfpR3pNmjSBUqnE9evXK73BRRetW7dWf1/79euH4uJifPjhh/jvf/8Ld3d3bN++Hb1798aPP/6osV1WVpb6BpKKqMY0vXXrFvz8/NTLlUoloqOj0b59e431r1+/DpFIpLX38HGCIOCDDz7AsGHD0KVLlwrXi4yMxPLly7F06VIMGjQIa9aswWuvvYaJEydi2rRp6N69Ozp27Ijvv/8eU6dOVW+n63EXFBRg/vz5ePvtt7UGBn25f/8+li5dikWLFsHa2rrCwLt3716sWbMG7733HjZu3IgxY8bgzJkzlfa2Ojk5wcbGBlevXq20Dd7e3hX+TKmeB8qu1zNnzqCkpKTCG1B1fR84f/48TExMnnj9N2nSBHl5eeXesypS1eupIs2aNSv3Wo9PrLJ9+3b4+fnht99+0/g5r8kf6Y/z9vbGwYMHkZubq9HL+/j3BgBeeOEFJCYm4vLlyygsLAQALF68WOv3tirH5+3tjcuXL0OpVGr88ajtuti3bx8yMzP11svbtm1bdfsGDBiA+Ph4rF+/HqWlpZVe81R1LGkgvSspKcH+/fshlUo1gtf58+cRGxurrut8kg8++ADdunXD4MGDK11v9uzZiI+Px4YNGxAaGoqgoKAatR8o64VZsWIF5s2bV+EvsREjRkChUKhHA3hUaWlplWqxnJyc1B+XL1iwAI0bN8bEiRPVw++4ubmhXbt2WL9+vcb+rl69iv3796vv8lbZvHkzpFKpRm1iTY5RxcHBAT169FCXrtjb22s8P2LECCQmJmq9M7ywsFBddjF06FCIxWIsWLCgXC+joKchwVW/+FThXCKRlNv3tm3bqjTt6nPPPQeZTIZvv/1Wo70bN25ESkqKxsfGpaWl+PXXX9G5c+cqlTRs3rwZly9fxqJFiypcRxAEvP322wgMDMSUKVMAAF27dtX4t127dggLC8P//d//aXwEqutxL126FPn5+TUaraMq5s+fDxcXF7z11lsVrpOVlYUJEyagc+fOWLhwIdasWYMLFy48cbQRsViMoUOH4o8//lAPD/Uo1fkYOHAgzp49q9ETmp+fj1WrVsHHx0ddcvPiiy8iPT0dy5Ytq3BfurwPyOVy7Nq1C88+++wTr5ERI0bg1KlTWnvbs7Ky1J0KKlW5nmpK1fHw6HV15syZavUoV2TgwIFQKBTlzvk333wDkUiEAQMGaCy3trZGt27d1O9NNZlsY+DAgUhOTsaWLVvUy0pLS/Hdd9/ByspK/anWiy++CEEQtH6qqK/3MVXorm5NMJXHPxuoxv766y/1X8Cpqan45ZdfEB0djQ8++AA2NjYAysLc0qVL4efnh9GjR1dpv/v378eJEycqXefgwYP45ptv8PPPP+u1V+ro0aNo1aqVul5Sm549e2Ly5MlYtGgRIiMj0bdvX5iamiI6Ohrbtm3D0qVLNcYhfRJzc3OsWrUKoaGhWLFiBd5++20AZT0WAwYMQEhICMaPH68elszW1lY9Rmp0dDTmzp2LTZs2aZz3mh5jVb3xxhvYunUr3nrrLRw+fBjdunWDQqHAzZs3sXXrVuzbtw8dO3ZE06ZN8dFHH+GTTz5B9+7dMXz4cMhkMpw7dw7u7u7V+mV96tQpmJiYqEsavvvuO7Rv3179kfELL7yABQsWYNy4cejatSuuXLmCjRs3avTYVsTBwQH/93//hzlz5qBfv34YMmQIbt++jWXLliEwMBATJkwAUHYdzpkzB5cvX8Yff/xRpXbv378fEydOrLQ3eO3atepAUdkNSJ988gm2bt2Kd999F//73/+qddz79+/Hf//7XzRq1OiJbf/777/V11h0dDQA4MqVK9i7d696nYpqKffv34+NGzeqb37SZsaMGcjIyMDBgwchkUjQv39/TJgwAZ9++imGDBlS7iPsRy1cuBD79+9Hz5491UPkJSUlYdu2bTh+/Djs7OzwwQcfYNOmTRgwYACmT58OBwcHrF+/HnFxcfj111/V53r06NH43//+h/DwcJw9exbdu3dHfn4+Dh48iLfffhtDhgyp8vvA5cuXMX/+fCQkJOD555/Hhg0b1G1W3fC1c+dOjBo1Ci4uLnj33Xexa9cuvPDCCxg7diyCgoKQn5+PK1euYPv27bhz545GT31VrqeaeuGFF/Dbb79h2LBheP755xEXF4eVK1eidevW5T7Nq65Bgwahd+/e+Oijj3Dnzh0EBgZi//79+P333zFz5sxanVBj0qRJ+OGHHzB27FhERETAx8cH27dvx4kTJ7BkyRJ1j3Pv3r3xxhtv4Ntvv0V0dDT69+8PpVKJY8eOoXfv3hqftFRVZGQkrKysUFpaioiICPzvf//DkCFDKvx0k6rBEENDUMOgbVgyMzMzoV27dsKKFSs0hmdp3Lix8Oabbwr3798vt5+KhiUbMmSIxnqPD2WTnp4uuLu7C6NGjdK6Xk2GJQMg7NixQ2Pdx4e7UVm1apUQFBQkmJubC9bW1kLbtm2F9957T+uxVmV/48aNE2xsbISEhAT1soMHDwrdunUTzM3NBRsbG2HQoEHC9evX1c9v2rRJ8Pf3F5YuXVpuWJyKhiXT5Rgf9/iwZIJQNnzP559/LrRp00aQyWSCvb29EBQUJMyfP1/Izs7WWHft2rVC+/bt1ev17NlTOHDgQLnXqcqwZKqHWCwWGjduLIwZM0bj3BUVFQn/+c9/BDc3N8Hc3Fzo1q2bcOrUKa3HUJHly5cLLVu2FExNTQUXFxdh8uTJGsPETZs2TejRo4ewd+/ecttWNCyZubm5kJiYqLHuoz8LGRkZgqOjozBp0iStx/34MF4bN24UAAhHjx7V6bhV59jNzU3Iz8/X2CcqGJasqg9tw5K1a9dO4xp9/Hh+//13AYDw1VdfabQlJydH8Pb2FgIDAwW5XF7uPD/q7t27wujRowUnJydBJpMJfn5+QlhYmMaQWrGxscJLL70k2NnZCWZmZkLnzp2FP//8s9y+CgoKhI8++kjw9fUVTE1NBVdXV+Gll14SYmNjNdZ70vtAVc/do9d6bm6uMHv2bKFp06aCVCoVHB0dha5duwpffvml+hxU9XqqiC7DdimVSmHhwoWCt7e3IJPJhPbt2wt//vlnld83VCr7uVYd96xZswR3d3fB1NRUaNasmbB48WKtQ349ribDkgmCIKSkpAjjxo0THB0dBalUKrRt27bcz5oglA3RtnjxYqFly5aCVCoVnJychAEDBggRERHl1q3KsGSqh4mJieDt7S1Mnz5dePDgwROPl6qOUwsTERHVsnnz5uHIkSPlZgZ7lI+PD9atW1du9i8iqjnW8BIRERFRg8YaXiIioloWEBDwxKnGhw0bxilniWoJSxqIiIiIqEFjSQMRERERNWgMvERERETUoLGGVwulUon79+/D2tqagz4TERERGSFBEJCbmwt3d/dKxyoHGHi1un//Pjw9PQ3dDCIiIiJ6gnv37qFx48aVrsPAq4VqNpV79+5VacYqIiIiIqpbOTk58PT0VOe2yjDwaqEqY7CxsWHgJSIiIjJiVSk/5U1rRERERNSgMfASERERUYPGwEtEREREDRoDLxERERE1aAy8RERERNSgMfASERERUYNmFIF3+fLl8PHxgZmZGYKDg3H27NlK18/KykJYWBjc3Nwgk8nQvHlz7NmzR/38vHnzIBKJNB4tW7as7cMgIiIiIiNk8HF4t2zZgvDwcKxcuRLBwcFYsmQJ+vXrh1u3bsHZ2bnc+nK5HH369IGzszO2b98ODw8P3L17F3Z2dhrrtWnTBgcPHlR/bWJi8EMlIiIiIgMweAr8+uuvMXHiRIwbNw4AsHLlSuzevRtr167FBx98UG79tWvXIjMzEydPnoSpqSkAwMfHp9x6JiYmcHV1rdW2ExEREZHxM2hJg1wuR0REBEJDQ9XLxGIxQkNDcerUKa3b7Nq1CyEhIQgLC4OLiwv8/f2xcOFCKBQKjfWio6Ph7u4OPz8/vPbaa4iPj6+wHcXFxcjJydF4EBEREVHDYNDAm56eDoVCARcXF43lLi4uSE5O1rrN7du3sX37digUCuzZswdz5szBV199hU8//VS9TnBwMNatW4e9e/dixYoViIuLQ/fu3ZGbm6t1n4sWLYKtra364enpqb+DJCIiIiKDMnhJg66USiWcnZ2xatUqSCQSBAUFITExEYsXL8bcuXMBAAMGDFCvHxAQgODgYHh7e2Pr1q0YP358uX3Onj0b4eHh6q9zcnIYeomIiIgaCIMGXkdHR0gkEqSkpGgsT0lJqbD+1s3NDaamppBIJOplrVq1QnJyMuRyOaRSablt7Ozs0Lx5c8TExGjdp0wmg0wmq8GREBEREZGxMmhJg1QqRVBQEA4dOqReplQqcejQIYSEhGjdplu3boiJiYFSqVQvi4qKgpubm9awCwB5eXmIjY2Fm5ubfg+AiIiIiIyewcfhDQ8Px+rVq7F+/XrcuHEDU6ZMQX5+vnrUhtGjR2P27Nnq9adMmYLMzEzMmDEDUVFR2L17NxYuXIiwsDD1Ou+88w6OHj2KO3fu4OTJkxg2bBgkEglGjRpV58dHRERERIZl8BrekSNHIi0tDR9//DGSk5PRrl077N27V30jW3x8PMTif3O5p6cn9u3bh1mzZiEgIAAeHh6YMWMG3n//ffU6CQkJGDVqFDIyMuDk5IRnnnkGp0+fhpOTU50fHxEREREZlkgQBMHQjTA2OTk5sLW1RXZ2NmxsbAzdHCIiIqJKXU3MhouNGZysn557knTJawYvaSAiIiKi6lt5NBYvfHccr64+DaWS/ZjaMPASERER1UOCIOCbA1H47K+bAIDo1Dz8fTPVwK0yTgy8RERERPWMIAj4bO9NLD0UDQBo6WoNAFhz/LYhm2W0GHiJiIiI6hGlUsC8Xdfww9GycPvxC63x07hOMBGLcPp2Jq4mZhu4hcaHgZeIiIionlAoBXy44wrWn7oLkQhYOKwt3nzGF2625ng+oGy+gR+Pxxm4lcaHgZeIiIioHihVKPGfrZHYfO4exCLgy5cC8Wqwl/r58c/4AgD+uHQfydlFhmqmUWLgJSIiIjJy8lIlpm26iJ2R92EiFuG7UR3wYlBjjXUCGtuhs68DSpUC1p+6Y5iGGikGXiIiIiIjVlSiwOSfz+Ovq8mQSsRY8XqQunzhcRMe9vJuPH0X+cWlddlMo8bAS0RERGSkCuSlGL/+HA7fSoOZqRhrxnREn9YuFa7/XCsX+DSyQE5RKX69kFCHLTVuDLxERERERii3qARj1p7FiZgMWEglWDeuM3o0d6p0G4lYhDcf9vKuPR4HBSeiAMDAS0RERGR0sgrkeH3NGZy78wDWZib4eXwwuvg1qtK2LwU1hq25Ke5kFODQjZRabmn9wMBLREREZEQy8ooxavUZXErIhr2FKTZN7IIgb/sqb28hNVGP3rCGQ5QBYOAlIiIiMhqpOUUYueo0biTlwNFKhs2TQuDvYavzfsaE+MBELMLZuExcTsjSf0PrGQZeIiIiIiOQmFWIET+cQkxqHtxszbB1che0eDhlsK5cbc0wKNAdACeiABh4iYiIiAzubkY+Rqw8hTsZBWhsb46tk0Pg52RVo32qJqLYfTkJ97MK9dHMeouBl4iIiMiAYlJz8fLKU0jMKoSfoyW2vRUCTweLGu/X38MWIX6NOBEFGHiJiIiIDObwrVQM+/4kUnOL0dzFCpsnd4Gbrbne9j+he1kv7y9n4pH3FE9EwcBLREREVMcEQcDywzF4c9055BaVooOXHTZPCoGztZleX6d3C2f4OVoit6gU287f0+u+6xMGXiIiIqI6lF9cirBfLmDxvlsQBGBUZy9smtQFDpZSvb+W+NGJKE48vRNRMPASERER1ZG7GfkY/v1J7LmSDFOJCAuHtcWi4W0hM5HU2mu+2KEx7CxMcS+zEAeuJ9fa6xgzBl4iIiKiOnA0Kg2DvjuOWym5cLKWYfOkLuoJImqTuVSC14O9AQBrjj2dQ5Qx8BIRERHVIkEQsOJILMb9dBY5RaVo52mHP6c9gyBvhzprw+gQb5hKRDh/9wEuxj+os9c1Fgy8RERERLWkQF6KqZsu4vO9N6EUgJEdPbFlche42Oj35rQncbYxw+BADwBP50QUJoZuABERUX1yMzkHhXIF2nvZG6wNCQ8KcDw6HTW5/UgEoIWrNQIb20EsFumrafSI+IwCTPr5PG4m58JELMLcwW3werAXRCLDnO/xz/ji1wsJ+OtqMhIeFKCxfc3H+q0vGHiJiIiqKK+4FC+tOIW84lL8d5g/XntYF1mXIu5mYuzac8jV05iqrjZm6NfGBf393dDJxx4mEn74qw/HotMw9ZeLyC4sgaOVDCte74BOPnVXwqBNa3cbdGvaCCdiMrD+5B189Hxrg7anLjHwEhERVdH+a8nqwfs/2nEVRSVK9fStdeFUbAbGrz+HArkCzZyt4ONoWe19yUuVOH8nE8k5RVh/6i7Wn7oLB0sp+rRyQX9/V3Rt2qhWRw5oqARBwKp/bqtLGAI97bDy9Q56nUyiJiY844cTMRnYfPYepj/XDNZmpoZuUp1g4CUiIqqiXZfuAwD8HC1xOz0fn/x5HUUlCoT1blrrr300Kg2T/ncexaVKPNPUEatGB8FCWrNf40UlCpyMTcfeq8k4cD0FmflybDl/D1vO34OVzATPtnRGf39X9GzuBEsZI8OTFMhL8f6vV/DHw+vk5aDG+GSoP8xMjecPh57NndDEyRKxafnYej6hTv9gMySRIAhP5wjElcjJyYGtrS2ys7NhY2Nj6OYQEZERyMyXo/N/D6JUKeBgeE/8cek+lh6KBgBMe7Ypwvs0r7XazP3XkjH1l4uQK5R4tqUzvn+tg95DVKlCibN3MrH3ajL2XUtGSk6x+jmZiRg9mjuhfxtXhLZyga3F09ErqIt7mQWY9HMEbiTlwEQswseDWuONLt4Gq9etzC9n4vHhjitobG+OI+/0qrdlLLrkNQZeLRh4iYjocRvP3MVHO66itZsN9szoDgBYcSQWn++9CQCY2N0XHw5spfeA88el+5i1JRKlSgED/F2x9JX2kJrUbkBRKgVEJmRh39Vk/HU1GfGZBernTMQihDRphP7+rujT2kXvU+HWR8ej0zF10wVkFZTA0UqK5a92QLBfI0M3q0JFJQqELDqEBwUl+P61DhjY1k0v+80vLkVcej78PWz1sr8nYeCtIQZeIiJ63MgfTuFMXCY+GNASb/Vsol6+7kQc5v1xHQDwRhdvzB/cRm+jHmyPSMB72y9BKQBD27njy5cD67w3ThAE3EzOxV9Xk7HvajJupeSqnzOViPDfoW0xopNnnbbJEARBQHJOEWJS8zQesWl5SM+TAwACGtti5etBcLczjnrdyny9/xa+/TsGHbzs8Nvb3Wq0r+zCEqw/eQdrT8TBwlSCI+/2rvU/ygDd8hoLcoiIiJ4gObsIZ+9kAgBeCNDsDRvbzRcyUwk+3HEFP5++i6ISBT57MQCSGobeDafv4v92XgUAvNLJE/8d1rbG+6wOkUiEVm42aOVmg/A+zXE7LQ/7rqVgz5UkXEnMxnu/XkZRqQKjQ3zqvG21oVShxL0HhYhJzUN0am5ZqE3NQ2xavvqGxceJRMCIIE/MH9LGqOp1K/N6iDdWHr2NC/FZiLj7AEHeug+zl55XjB+Px+HnU3fV58beUYrErEL41uCGytrAwEtERPQEf16+D0EAgrzttY5dOqqzF8xMxXhn22Vsi0hAUakSX48IhGk1e2N/PB6HT/4s6zUe29UHH7/Q2mjGyvVzssKUXlZ4q6cfPvnzBtaeiMPHv19DUYkCk3o0efIOjEhxqQInYzNwMT4LsQ97bOPS8yFXKLWuLxGL4N3IAk2drNDU+d9HEyerendTn7O1GYa0c8e2iASsPR6nU+BNyi7Eqn9uY9PZeBSVlJ2rlq7WCOvdFAPbuhnkD7MnqV/fHSIiIgNQ3XU/ONC9wnWGtW8MMxMJpm26iD8u3Ye8VIFvR7XXeWiv5YdjsHjfLQDA5J5++KB/S6O88UkkEmHOC61gLhVj+eFYLNxzE4VyJaY/19Qo26uSX1yKo1Fp2Hs1GX/fTNXaa2tmKoaf47+BttnDf70bWdbJR/V1ZXx3X2yLSMBfV5NwL7MAng6VT0RxNyMfK4/GYntEAkoUZRWxgZ52mNq7KZ5r6Ww0f5Rpw8BLRERUibsZ+biUkA2xCE+8uWdAWzesMhXjrQ0XsO9aCib9LwI/vBFUpY+5BUHAV/ujsOxwDABgZmgzzHiumVGHR5FIhHf7tYS5qQRf7o/CNwejUFiiwPv9WxhVu7MLSnDoZgr2Xk3G0ag0FJf+24PrYiNDj2ZOaO5irQ64HnbmRh3e9KWlqw26N3PEseh0rDt5B3Ne0D4RRVRKLr4/HINdl+5D+fDOry5+Dpjauxm6NW1kVN/rijDwEhERVULVu9u1iSOcrGVPXP/Zli5YO6YTJvzvHI5GpWHcT+ewZkzHSj/yFgQBn+6+gR+PxwFAuRvjjN3UZ5vBzFSCT3ffwMqjsSgqURi8DCM1twgHrpeF3FOxGShV/nuPvpeDBQb4u6KfvyvaPeVTK49/xhfHotOx5dw9zAhtBptHJqK4kpCNZYejse9ainpZrxZOmNq7KToaeNY4XTHwEhERVWJXFcoZHvdMM0f8781gjPvpLE7dzsDotWfx07hOGmFCRakUMOf3q9h4Jh4AMH9wG4zp6qOXttelCd39IDOVYM7Oq1h38g6KShR1fqPdvcwC7LtWNo7w+bsP8Og4VC1crNHP3xUD/F3R0tW6XvRK1oWezZ3QzNkK0al52HruHiZ098O5O5lY9ncMjkalASi7Ka9/G1eE9W5aZ0OO6RuHJdOCw5IREREA3ErORb8l/0AqEePc/4XC1ly3CRcuxj/AmLVnkVNUirYetvjfm51hbylVP69QCnhv+2X8eiEBIhHw2fC2GNnJS9+HUae2nb+H93+9DKUADGvvgcUvBdTqUGoxqXnYdy0Zf11NwtXEHI3nAj3t0L+NK/q1cYGfk1WttaG+23w2Hh/8dgWuNmbwamSBs3FlI5JIxCIMCXTHlF5N0MzF2sCtLI/DkhEREenBrkuJAICeLZx0DrsA0N7LHpsmdcEbP57FlcRsjFp9GhsmBMPRSoYShRKztkTiz8tJkIhF+HpEIIa089D3IdS5lzt6wsxUgplbIrHjYiKKShR6nyxDEAScis3AssMxOBmboV4uFgGdfR3Qv40r+rZxrRfj4RqDoe09sHjfLSTnFCE5pwhSiRgvdWyMt3o0gVejym9kqy8YeImIiLQQBAF/XEoCAAzSoZzhcW3cbbF5Uhe8tuYMbibnYuQPp7BuXGcs+PM6DlxPgalEhG9faY8BeprtyhgMCnSHzESMqb9cxF9XkyHfEIHlepgOWRAEHL6Viu/+jsHF+CwAZTO/PdPMEQP8y6Y9bmT15Dpr0mRmKsEHA1ri6wNRGODvhkk9/OBq27Bm0GNJgxYsaSAioovxDzDs+5MwN5UgYk4oLKQ16yOKS8/Ha6tP4352EUzEIpQqBUhNxFj5egc829JFT602LkdupWLyzxEoLlXimaaOWDU6qFrnUaEUsPdqMpYfjsH1pLKyBZmJGK908sSknk3gwZ7cp5Iuea3hDCZHRESkR6re3T6tXWocdgHA19ESWyaHwNPBHKVKAeamEvw0tlODDbsA0KuFM34a1wkWUgmOx6Rj7NpzFc5Wpk2JQontEQno881RhP1yAdeTcmAplWByDz8ce7835g/xZ9ilKmEPrxbs4SUieroplAJCFh1Cam4xVo/uiD6t9RdKk7OLsO7kHQzwd0Wgp53e9mvMIu5mYuzac8gtLkU7TzusH9cZthYV10QXlSiwLSIBPxyNRcKDQgCArbkpxnb1wbhuPrCzkFa4LT09dMlrDLxaMPASET3dTsam49XVZ2BjZoJz/xeq82xpVN6VhGy8sfYMsgpK0NrNBj+P71yu3rZAXopfzsRj1T+3kZpbDABwtJJiQnc/vN7FG1b1bPpeql0cpYGIiKgGVOUMA/zdGHb1pG1jW2ya2AVv/HgG15Ny8Mqq09g4IRjONmbILizB/07ewdoTcXhQUAIAcLM1w+Qefnils1eNb3YjYuAlIiJ6hLxUib+u1nx0BiqvlZsNNk8KwWtrTiM6NQ8jV51G3zYu+OV0PHIf1vb6NLLAlF5NMKx9Y70OZUZPNwZeIiKiRxyPSUNWQQkcrWQIadLI0M1pcJo6W2Hb5K54dc1pxKXn44ejtwEAzV2sENa7KZ5v61arE1XQ04mBl4iI6BGqcoYXAtzqdFrcp4lXIwtsnRyCKRsvwEQswqQefujTygVinm+qJQy8REREDxXKFdh/LRkAyxlqm7udOX4P62boZtBTgp8ZEBERPfT3zVTkyxXwsDNHBy87QzeHiPSEgZeIiOihXZcSAZT17opE/HidqKFg4CUiIgKQU1SCw7fSAACDWc5A1KAw8BIREQHYfy0F8lIlmjhZopWbtaGbQ0R6xMBLREQEYNel+wCAwYEeLGcgamAYeImI6KmXkVeMEzHpAIDB7VjOQNTQMPASEdFTb8/VZCiUAtp62MLX0dLQzSEiPWPgJSKip94fkWXlDIMC3QzcEiKqDQy8RET0VEvKLsTZO5kAgBcCWM5A1BAx8BIR0VPtz4dTCXf2cYC7nbmBW0NEtYGBl4iInmqq0RlYzkDUcBlF4F2+fDl8fHxgZmaG4OBgnD17ttL1s7KyEBYWBjc3N8hkMjRv3hx79uzRuu5nn30GkUiEmTNn1kLLiYioPotLz8eVxGxIxCIMbMvAS9RQmRi6AVu2bEF4eDhWrlyJ4OBgLFmyBP369cOtW7fg7Oxcbn25XI4+ffrA2dkZ27dvh4eHB+7evQs7O7ty6547dw4//PADAgIC6uBIiIiovvnjYe9ut6aOaGQlM3BriKi2GLyH9+uvv8bEiRMxbtw4tG7dGitXroSFhQXWrl2rdf21a9ciMzMTO3fuRLdu3eDj44OePXsiMDBQY728vDy89tprWL16Nezt7SttQ3FxMXJycjQeRETUsAmC8MhkE7xZjaghM2jglcvliIiIQGhoqHqZWCxGaGgoTp06pXWbXbt2ISQkBGFhYXBxcYG/vz8WLlwIhUKhsV5YWBief/55jX1XZNGiRbC1tVU/PD09a3ZgRERk9G4k5SImNQ9SEzH6tnExdHOIqBYZNPCmp6dDoVDAxUXzjcbFxQXJyclat7l9+za2b98OhUKBPXv2YM6cOfjqq6/w6aefqtfZvHkzLly4gEWLFlWpHbNnz0Z2drb6ce/eveofFBER1Qt/XC7r3e3dwgk2ZqYGbg0R1SaD1/DqSqlUwtnZGatWrYJEIkFQUBASExOxePFizJ07F/fu3cOMGTNw4MABmJmZVWmfMpkMMhlrt4iInhaCIKjrdwcHehi4NURU2wwaeB0dHSGRSJCSkqKxPCUlBa6urlq3cXNzg6mpKSQSiXpZq1atkJycrC6RSE1NRYcOHdTPKxQK/PPPP1i2bBmKi4s1tiUioqfPhfgsJDwohKVUgmdblr9BmogaFoOWNEilUgQFBeHQoUPqZUqlEocOHUJISIjWbbp164aYmBgolUr1sqioKLi5uUEqleK5557DlStXEBkZqX507NgRr732GiIjIxl2iYhI3bvbp7ULzKX8vUDU0Bm8pCE8PBxjxoxBx44d0blzZyxZsgT5+fkYN24cAGD06NHw8PBQ1+NOmTIFy5Ytw4wZMzBt2jRER0dj4cKFmD59OgDA2toa/v7+Gq9haWmJRo0alVtORERPH4VSwO4rZbOrDW7H0RmIngYGD7wjR45EWloaPv74YyQnJ6Ndu3bYu3ev+ka2+Ph4iMX/dkR7enpi3759mDVrFgICAuDh4YEZM2bg/fffN9QhEBFRPXL6dgbScothZ2GKZ5o6Gbo5RFQHRIIgCIZuhLHJycmBra0tsrOzYWNjY+jmEBGRHn3w62VsPncPozp7YtFwTkxEVF/pktcMPvEEERFRXZGXKvHX1bJhLwdxsgmipwYDLxERPTX+iUpDdmEJnK1lCPZtZOjmEFEdYeAlIqKnQkxqHj7aeQUA8EKAOyRikYFbRER1xeA3rREREdW2G0k5eH3NGWTky9HcxQphvZsYuklEVIcYeImIqEG7nJCF0WvPIqugBG3cbfDz+GA4WEoN3SwiqkMMvERE1GBF3M3E2LXnkFtcivZedlg3rjNszU0N3SwiqmMMvERE1CCdjE3HhPXnUSBXoLOvA9aO7QQrGX/tET2N+JNPREQNzpFbqZj8cwSKS5Xo3swRq97oyCmEiZ5iDLxERNSg7L2ajGmbLqBEISC0lTOWvdoBZqYMu0RPMwZeIiJqMHZduo9ZWyKhUAp4vq0bvhnZDlITjsBJ9LRj4CUiogZh6/l7eP/XyxAEYHh7D3zxUgBMJAy7RMTAS0REDcDPp+5gzu/XAACjOnvhv0P9IebEEkT0EAMvERHVa2uO3canu28AAMZ29cHcQa0hEjHsEtG/GHiJiKje+u5QNL46EAUAmNKrCd7r14Jhl4jKYeAlIqJ6RxAEfLn/FpYfjgUAhPdpjmnPNmXYJSKtGHiJiKheEQQBn/x5A2tPxAEAPhzYEpN6NDFwq4jImDHwEhFRvaFUCvi/36/ilzPxAIAFQ9pgdIiPYRtFREaPgZeIiIxaVoEcMal5iEnNw6GbqThwPQUiEfD58ACM6ORp6OYRUT3AwEtERAYnCAKSc4rUwVb1iE3LQ3qeXGNdiViEr0cEYkg7DwO1lojqGwZeIiKqM6UKJeIzC8oCbdrDUJuah9i0fOQVl1a4nbutGZo4W6GpsxWeb+uGjj4OddhqIqrvGHiJiKhOrP7nNhbvvwV5qVLr8xKxCN6NLNDUqSzYqh5NnKxgKeOvKyKqPr6DEBFRrcsuLME3B6MgL1XCzFQMP8eyMNvskWDr3cgSUhNOBUxE+sfAS0REtW7z2XgUyBVo4WKNPTO6Q8Jpf4moDvFPaSIiqlUlCiXWnbwDABjf3Zdhl4jqHAMvERHVqj1XkpCUXQRHKxmGtHM3dHOI6CnEwEtERLVGEAT8eLxsRrTRId6QmUgM3CIiehox8BIRUa05d+cBLidkQ2YixmvBXoZuDhE9pRh4iYio1qw5dhsAMLxDYzSykhm4NUT0tGLgJSKiWnEnPR8HbqQAAMY/42PYxhDRU42Bl4iIasVPJ+IgCEDvFk5o6mxt6OYQ0VOMgZeIiPQuu6AEW88nAAAmdPczcGuI6GnHwEtERHr3y9l4FJYo0NLVGl2bNDJ0c4joKcfAS0REeiUvVWLdybKhyCZ094NIxIkmiMiwGHiJiEiv9lxJQkpOMZysZRgU6Gbo5hARMfASEZH+CIKANcfLhiIbw4kmiMhIMPASEZHenInLxNXEHJiZivFqsLehm0NEBICBl4iI9GjNsbLa3Rc7NIaDpdTArSEiKsPAS0REenE7LQ+HbpZNNPHmM74Gbg0R0b8YeImISC/WPpxo4rmWzmjiZGXo5hARqTHwEhFRjT3Il2N7RNlEE+O7s3eXiIwLAy8REdXYL2fjUVSiRGs3G4T4caIJIjIuDLxERE+BPy/fx1f7b6FQrtD7votLFVh38g4AYEJ3X040QURGx8TQDSAiotp1+FYqpm26CEEAzt3JxI9jOsFSpr+3/z8vJSEttxjO1jK8EOCut/0SEekLe3iJiBqwe5kFmLk5EoJQ9vXp25l448czyCkq0cv+yyaaKBuKbExXH0hN+GuFiIwP35mIiBqoohIFpmyMQHZhCQI97bDtrRDYmpviQnwWXlt9Bg/y5TV+jVOxGbiRlANzUwleC/bSQ6uJiPSPgZeIqIH6+PeruJqYAwdLKVa81gGdfBywaWIXNLKU4kpiNl5ZdRppucU1eg1V7+5LQY1hZ8GJJojIODHwEhE1QJvPxmPr+QSIRcB3o9rD3c4cANDa3QZbJneBs7UMt1JyMfKHU0jKLqzWa8Sk5uHvm6kQiYBx3Xz02HoiIv1i4CUiamAuJ2Th49+vAQDe6dcC3Zo6ajzf1NkaWyeHwMPOHLfT8zHih1O4l1mg8+usPVHWu/tcSxf4caIJIjJiDLxERA1IZr4cUzZcgFyhRJ/WLpjSs4nW9XwcLbFlchd4N7LAvcxCjPjhFOLS83V6nV8fTjQxkRNNEJGRY+AlImogFEoBMzZfRGJWIXwaWeCrEYGVjonb2N4CWyeHoImTJZKyizDih1OISsmt0mttPH0XxaVKtPWwRWdfB30dAhFRrWDgJSJqIJYcjMKx6HSYmYqx8o0g2JiZPnEbFxszbJkcgpau1kjLLcYrq07jamJ2pdsUlyqw/tRdAJxogojqBwZeIqIG4NCNFHz3dwwA4LPhAWjpalPlbR2tZNg8qQsCGtsiM1+OV1efxsX4BxWuvyvyPtLziuFqY4aBbd1q3HYiotrGwEtEVM/dzcjHzC2RAIAxId4Y2t5D533YWUixYUIwOnrbI6eoFK+vOYMztzPKrScIAn58OBTZ2G4+MJXw1wgRGT++UxER1WOFcgXe2nABuUWl6OBlh4+eb13tfdmYmWL9m53RtUkj5MsVGPPTWRyPTtdY50RMBm4m58JCKsGoTpxogojqBwZe0pu49Hxcv59j6GYQPTUEQcBHO6/gRlIOHK2k+P61oBpP7WspM8HasZ3Qq4UTikqUeHP9ORy6kaJ+fs3x2wCAER09YWvx5BphIiJjwMBLeiEvVeLllScxdPmJao3nSUS623gmHr9dSIRELMJ3ozrA1dZML/s1M5XghzeC0K+NC+SlSkz+OQJ7riQhOiUXR26lcaIJIqp3GHhJLy7GP0B6nhxyhRJbz98zdHOIGryL8Q8w/4+yySXe69cCIU0a6XX/MhMJlr/aAUPauaNUKWDqLxcwa2skAKBvaxd4N7LU6+sREdUmBl7Si+Mx/9b5bTufgFKF0oCtIWrYMvKK8fbGCyhRCOjfxhWTevjVyuuYSMT4ekQ7jOjYGEoBuJpYVrI0oXvtvB4RUW0xisC7fPly+Pj4wMzMDMHBwTh79myl62dlZSEsLAxubm6QyWRo3rw59uzZo35+xYoVCAgIgI2NDWxsbBASEoK//vqrtg/jqfbPIze2JOcU4Z/oNAO2hqjhKlUoMW3TRSRlF8HPyRKLXw6o1XFwJWIRPhsegNEh3gCA9l526OhtX2uvR0RUG0wM3YAtW7YgPDwcK1euRHBwMJYsWYJ+/frh1q1bcHZ2Lre+XC5Hnz594OzsjO3bt8PDwwN3796FnZ2dep3GjRvjs88+Q7NmzSAIAtavX48hQ4bg4sWLaNOmTR0e3dMhq0COKwlZAIDnA9yw+3ISNp+9h2dbuhi2YUQN0FcHonAyNgMWUglWvh4E6ypMLlFTYrEI8we3wQB/NzRzseJEE0RU74gEQRAM2YDg4GB06tQJy5YtAwAolUp4enpi2rRp+OCDD8qtv3LlSixevBg3b96EqWnV3+gdHBywePFijB8//onr5uTkwNbWFtnZ2bCxqfrg7U+rPVeS8PbGC2jqbIXvX+uAvt/8AxOxCCdnPwtna/3cRENEwL5ryZj8cwQA4LtR7TEo0N3ALSIiMhxd8ppBSxrkcjkiIiIQGhqqXiYWixEaGopTp05p3WbXrl0ICQlBWFgYXFxc4O/vj4ULF0KhUGhdX6FQYPPmzcjPz0dISIjWdYqLi5GTk6PxoKo79rCcoXszRzR3sUZ7LzuUKgX8diHRwC0jajji0vPxztZLAIA3u/ky7BIR6cCggTc9PR0KhQIuLpoffbu4uCA5OVnrNrdv38b27duhUCiwZ88ezJkzB1999RU+/fRTjfWuXLkCKysryGQyvPXWW9ixYwdat9Y+IPuiRYtga2urfnh6eurnAJ8CgiDg2MN63e7NHAEAr3QqO39bzt2DgT9AIKrXBEFAWm4xTsVm4K2fI5BbXIpOPvaYPbCloZtGRFSvGLyGV1dKpRLOzs5YtWoVJBIJgoKCkJiYiMWLF2Pu3Lnq9Vq0aIHIyEhkZ2dj+/btGDNmDI4ePao19M6ePRvh4eHqr3Nychh6q+huRgESHhTCVCJCsG/ZsEgvBLhjwR/XEZeej7NxmQj20+9wSUQNjVIpIDGrEDGpef8+0sr+zS4sUa/nZC3D8lc7cDpfIiIdGTTwOjo6QiKRICUlRWN5SkoKXF1dtW7j5uYGU1NTSCQS9bJWrVohOTkZcrkcUqkUACCVStG0aVMAQFBQEM6dO4elS5fihx9+KLdPmUwGmUymr8N6qhx7OBxZBy97WMrKLidLmQkGBbpj87l72HL+HgMv0UPyUiXuZORrBtvUPMSm5aG4VPtQfiIR4GlvgRau1pgZ2gzONqyLJyLSlUEDr1QqRVBQEA4dOoShQ4cCKOvBPXToEKZOnap1m27duuGXX36BUqmEWFzWyxEVFQU3Nzd12NVGqVSiuLhY78fwtDsWpVnOoDKykyc2n7uHPVeSMHdQG9iacwpSejoplQIW77+FfVeTcTezAAql9jIfqUQMX0dLNHW2QhNnKzR1tkJTJyv4OVnCzFSidRsiIqoag5c0hIeHY8yYMejYsSM6d+6MJUuWID8/H+PGjQMAjB49Gh4eHli0aBEAYMqUKVi2bBlmzJiBadOmITo6GgsXLsT06dPV+5w9ezYGDBgALy8v5Obm4pdffsGRI0ewb98+gxxjQ1WqUOJUbAYAoHszJ43n2nnaobmLFaJS8rDr0n280cXbEE0kMrhlh2Ow4kis+msrmUlZoHV6GGofPjztzWHCUgUiolph8MA7cuRIpKWl4eOPP0ZycjLatWuHvXv3qm9ki4+PV/fkAoCnpyf27duHWbNmISAgAB4eHpgxYwbef/999TqpqakYPXo0kpKSYGtri4CAAOzbtw99+vSp8+NryC4lZCG3uBS25qbw97DVeE4kEmFkJy988ud1bDkXz8BLT6WjUWn45mAUAOD/nm+FFwLc4WIj4zi2RER1zODj8BojjsNbNUsORmHJwWg839YNy1/rUO75zHw5uiw8BLlCiT+nPVMuFBM1ZPcyCzBo2XFkFZTg1WAvLBzW1tBNIiJqUOrNOLxUvx1/OP7uM4/V76o4WErRt01ZT/3W8/fqrF1EhlZUosDbGy8gq6AEgY1tMXeQ9iERiYiobjDwUrXkFJXg4r0sAMAzTbUHXqDs5jUA2HExEUUl2icHIWpo5u26hiuJ2bC3MMX3rwdBZsKbzoiIDImBl6rldGwGFEoBvo6W8HSwqHC9bk0c4WFnjtyiUvx1NakOW0hkGFvOxWPzuXsQiYBvR7WHh525oZtERPTUY+ClalFNJ1xZ7y4AiMUidS/v5rMsa6CG7UpCNub8fg0A8E7fFuVGLyEiIsNg4KVqOf5wwonHx9/V5qWgxhCLgDNxmYhLz6/tphEZxIN8Od7aEAF5qRKhrZwxpWcTQzeJiIgeYuAlnd3LLEBcej4kYhG6NHnyLGrudubo2bysp4s3r1FDpFAKmLElEolZhfBuZIGvRrSDWMyhx4iIjAUDL+lM1bvb3tMONmZVm0FNVdawPSIBJQrtU6gS1VdLD0Xjn6g0mJmKsfL1IM4sSERkZBh4SWdPGo5Mm2dbusDRSoq03GIcvplaW00jqnN/30zBt4eiAQCLhrdFKzeO3U1EZGwYeEknCqWgU/2uitREjBc7NAbAsgZqOOIzCjBzcyQAYHSIN4a1b2zYBhERkVYMvKSTq4nZyC4sgbXMBIGN7XTadsTDsoa/b6YiObuoFlpHKkUlCmyPSMDlhCw8zZMpCoKA3ZeTcPp2ht7PQ6FcgckbIpBTVIr2Xnb4v+c5uQQRkbEyMXQDqH45Fp0GAAhp0ggmEt3+XmriZIXOPg44eycTv15IQFjvprXRRALww9Hb+OZgFADA3dYM/fxd0b+NKzr6OEDylNxMlVdcine2XsLea8kAgPZedpjauymebekMkahm50AQBPzfzqu4kZSDRpZSfP9aB0hN2H9ARGSs+A5NOlGNv9u9efXGF1X18m45dw9K5dPb81jb/nn4h4lYBNzPLsJPJ+5g5KrT6Pzfg5j922UcjUqDvLTh3jwYl56PYctPYO+1ZEglYshMxLgYn4Xx689j4LfH8efl+1DU4Pr75Ww8fr2QALEI+G5Ue7jZcnIJIiJjxh5eqrL84lJciH8AAOj+hAknKjKwrSvm77qG+MwCnL6dga7V3A9VrEBeiksPp33eP6sH4tILsPdqMg7eSEFGvhybzt7DprP3YG1mgtBWLujXxhU9mzvBXNowpr89fCsV0zddRG5RKVxsZFjxehAa25vjx+Nx2HDqLm4k5WDqLxfh5xSFt3s1xZB27jDV4dOKyHtZmL/rOgDgvf4teQ0TEdUDDLxUZWfiMlCiEODpYA7vRhVPJ1wZC6kJBrdzx8Yz8dhy/h7DQi2IuPsApUoBHnbmaOpsjabO1ujT2gUlCiVO387A3qvJ2HctBel5xdhxMRE7LibCzFSMXs2d0d/fFb1bOtfLYbUEQcD3R2Lx5f5bEAQgyNseK17rAGcbMwDA7AGtMKVnE6w7eQc/nbiD22n5eGfbJSw5GIXJPZvg5aDGMDOtPPRn5BXj7Q0RkCuU6NfGBZN7+NXFoRERUQ0x8FKV/TudsFONaiBf6eSFjWfi8dfVZMwvkMPOQqqvJhKA07czAABd/DQnBTGViNG9mRO6N3PCgiH+uBj/AHuvJmPvtWQkPCjE3mtl/zeViNC1iSP6+7uiXxtXOFga//cnv7gU726/hD1Xyup1Xw32wrxBbcrV1dpZSDEztDkmdPfDhtN3sebYbSQ8KMScnVfx3aFoTOzuh1eDvWApK//WqFAKmL75Iu5nF8HP0RKLXw6scS0wERHVDdbwUpWp63d1GI5MG38PG7Rys4G8VImdFxP10TR6xOnbmQCAYD+HCteRiEXo6OOA/3uhNY691xt/TnsG055timbOVihRCDgalYbZv13BgKX/ID2vuK6aXi13M/Ix/PuT2HOlLKwvGt4WC4e1rfQmMiuZCd7q2QTH338W8we3gbutGVJzi/HfPTfwzOd/49tD0cguLNHY5qv9t3AiJgPmphKsfCOoypOuEBGR4THwUpUkZRciJjUPYhHQtQrTCVdGJBLhlYc3r20+d++pHjZL3x6t3w3xq9r3SSQSwd/DFv/p2wIHwnviYHhPvNuvBVxtzJCSU2zUf5QcjUrDoO+O41ZKLpysZdg8qQtGdfaq8vZmphKM6eqDI+/2xucvtoVPIws8KCjB1wei8Mxnf+OLvTeRkVeM/deS8f2RWADAZy+2RXMX69o6JCIiqgUMvFQlqt7dto3t9FKCMLSdB6QmYtxMzsWVxOwa70/lSkI29l5N1tv+6psLd7PU9buN7as3ckBTZyuE9W6KsN5NAAC/XTC+wCsIAlYcicW4n86qx8H9c9ozCPKuuFe7MlITMUZ28sLB8J5Y+ko7tHCxRm5xKb4/Eotun/+NmVsiAQBju/pgSDsPPR4JERHVBQZeqhLVdMI9aljOoGJrYYqB/q4Aynp5ayq3qAQf/34Vg5cfx1sbInDoRkqN91kfqep3g/0calxf+kKAO0wlIlxPysHN5Bx9NE8vCuSlmLrpIj7fexNKAXilkyc2T+oCl4c3p9WEiUSMIe088NeM7lj1RhACG9uiqESJArkCHb3t8eHAVno4AiIiqmsMvPRESqWAEzGqG9b0N6rCyE5lHz3viryPAnlptfdz6EYK+n7zD/536i5U1RHbzifoo4n1TkU3rFWHvaUUz7Z0BgDsMJJe3viMAgz//iR2X06CqUSE/w7zx2cvBkBmot8h1cRiEfq2ccXOsG74eXxnTHu2KX54I4iTSxAR1VN896Ynup6Ug4x8OSykErT3stfbfrv4OcC7kQXyikux+3KSztun5RZj6i8XMH79eSRlF8HLwQLzB7cBABy6mYKsArne2lofFMhLcSkhC0DV63efZHiHxgCAHRcTazRRgz4ci07DoGXHcTM5F45WMmya2AWvBXvX6muKRCJ0b+aE//RtgUZWslp9LSIiqj0MvPRExx/27ob4NdJrD5dIJMKIjv/OvFZVgiBg2/l7CP36KP68nASxCJjcww/7ZvbAmK4+aOVmgxKFgD+qEaLrswt3s1CiqFn97uN6t3CGnYUpUnOL1b38dU0QBKz6JxZj1p5FdmEJ2nmW1et29KlevS4RET19GHjpiY49nKb2GT3V7z7qpaDGkIhFOH/3AWJS8564fnxGAd748Sze3X4Z2YUlaO1mg9/DnsHsga3UM4W92KHspqIdF56usgZ1/a5vzet3VaQmYgwOdAcA/GaA81koV2DG5kgs3FNWrzuiY2NsmdwFrrY1r9clIqKnBwMvVaqoRIFzdx5OJ9zMSe/7d7ExQ+8WZXWiW89X3MtbqlBi9T+30XfJURyPSYfMRIwPBrTE71O7oW1jW411B7dzh1gEXIjPQlx6vt7bbKz0Wb/7KFVZw95rycgrrn6tdXXM3HIRuy7dh4lYhE+GtMHntVCvS0REDR8DL1XqbFwm5KVKuNmaoYmTZa28xsiHY/L+GpEAeamy3PPX7mdj2Pcn8d89N1BUokQXPwfsndkDb/VsAlNJ+UvY2doMPZqXhfOnpZe3UK5Q1+/qO/AGNraFn5MlikqU+OtK3ZWJRKfkYt+1FIhEwM/jg/FGiA9nNiMiomph4KVKqcoZujdzrLWw0buFE5ytZcjIl2sMJ1ZUosDne29i8LITuJKYDWszE3z+YltsmtgFvo6Vh29Vr+RvFxOhNPDNVnXhQvwDlCgEuNuawdNBP/W7KiKRCC+qzmcdjtaw9kQcAKBvaxeE1HCyEyIierox8FKlVBNOPFML5QwqJhIxXgoqC1RbHpY1nL6dgQFLj2HFkVgolAIG+LviUHhPjOzkVaXg3be1C6xlJkh4UIhzdzJrre3G4tFyhtr4w2Ro+7K66FO3M5DwoEDv+39cRl4xfn0Yrid096v11yMiooaNgZcqlJpbhJvJuQCAbrXcw6YareFoVBpmbYnEK6tOIy49Hy42MvzwRhBWvB4EZx0mFjAzlWBgWzcAxjlTmL7VVv2uioedObr4lY2K8Hvk/Vp5jUdtOB0PeakSgY1t0dFbf0PhERHR04mBtwFQKgXM2HwR83Zd0+tYqaphqPw9bGp9DFIfR0uE+DWCIJSN+QoArwZ74UB4T/Rr41qtfQ5/OFrD7itJKCpR6K2txqZQrkDkvSwAtRd4gX/LRH69kABBqL0ykaISBX4+fQcAML67H+t2iYioxhh4G4C4jHz8Hnkf607ewbxd1/QWRtTlDE1rr5zhUeOf8YVIBPg5WmLLpC5YOKwtbMxMq72/Tj4OaGxvjrziUuy/3nCnGq7N+t1HDfB3hZmpGLfT8nE5IbvWXmdX5H2k58nhbmuGAf7V+2OHiIjoUQy8DUBWQYn6/z+fvovvj8TWeJ+CIOD4w8DboxbG39UmtLULTn7wLPbO7IFgPfRUisUiDH9Ye2qIMWTrinr83Vqq31WxNjNV97bX1vkUBAFrjt8GAIzt5qN1FA4iIiJd8bdJA5BTWBZ4VbOgLd53C9sqGdO2KqJS8pCaWwwzUzGCfOquhtLN1lyvs7kNe/gx/D9RaUjNLdLbfo3Jv/W7tT/zmKqsYdel+1qHkKupY9HpiErJg6VUglc6e+l9/0RE9HRi4G0Ash8G3o7e9pjco+yO9g9+u4Ijt1KrvU/VcGSdfRvV64H+fR0t0d7LDkqh7KPyhqZQrsCle2XlBbVZv6vSrUkjOFvL8KCgpEbXV0XWHC8bimxkJ68albMQERE9ioG3AcgpKgu8tuameL9/Swxp5w6FUsDbGy/gSjVrLY/VcTlDbfr3ZquGN1rDxfgHkCvKJgbxcrCo9dczkYjVQ5Tpe/SLW8m5+CcqDWIRMK6bj173TURETzcG3gYg+2ENr42ZKcRiERa/FIhuTRuhQK7AuHVnEZ+h27ipRSUKnIkr+5j8mQYQeAcFuMFUIsKNpBzcSMoxdHP0qrbH39VGNfrFoZspyCqQ622/Pz6s3e3v7wrPOgjvRET09GDgbQBUJQ22FmUfAUtNxFj5ehBaudkgPU+OMT+dRUZecZX3d+HuAxSVKOFkLUMLF+taaXNdsrOQ4rmWLgD+HfKsoTh9u2xSjbqo31Vp6WqD1m42KFEI+OOyfqYaTsstxs6LZSUn45/hRBNERKRfDLwNgDrwmv9b82htZop14zrBw84ccen5eHP9eRTIS6u0v2MPx9/t3rT2phOua6peyR0XE1Gq0P/NVoZQV+PvaqM6n/oareHn03chVyjR3ssOQZxogoiI9IyBtwFQBV4bc82bfFxszLD+zc6wszDFpXtZmPbLxSqFPdUNaw2hnEGlVwtn2FuYIi23GCdiMwzdHL1Q1e+62tRN/e6jBrdzh1gEXIzPwu20vBrtq6hEgQ2n7wIAJrB3l4iIagEDbwOgrYdXpamzFdaM7giZiRiHbqZizu9XK52YIiOvGNful9W5PtO04QReqYkYgwPdAdT+mLwKpaBz3XR1PDocWV33xDtbm6FH87IJSXbWsExkx8VEZObL4WFnjn5tXPTRPCIiIg0MvA1ATlFZqYKNmYnW5zv6OODbUe0hFgGbzt7Dt4diKtzXidgMCALQ0tUazjZmtdJeQ1GN1rDvWjJyi0qesHb1CIKAmVsi0WPxYfx5uXaHQfu3frduyxlUVOfzt4uJUFZzSmulUsCPD4ciG9fNByacaIKIiGoBf7s0ADmV9PCq9GvjivlD/AEA3xyMwpZz8VrXO/6wnKF7AypnUAlobIsmTpYoKlHir6vJtfIaOy4m4o9LZUF32d8xepvm+XFFJYar31Xp29oF1jITJDwoxLk7mdXax9HoNMSk5sFKZoKRnTz13EIiIqIyNQq8ubm5mD59Onr06IGwsDBkZ1dvzFeqmcpKGh71RhdvhPVuAgD4cMdV/H0zReP5R6cTfqaZUy201LBEItG/vZK1UNaQmFWIub9fU399MzkXJ2upXvjCI/W73o0MM4SXmakEA9u6Aaj+mLw/Hivr3X2lkyesOdEEERHVkhoF3v/85z/4448/0KVLF/zzzz+YNm2avtpFVVSqUCKvuKyk4UmBFwDe6dsCwzt4QKEUELbxorqXEABi0/JxP7sIUhMxOvvU3TBXdWloew+IRGXlAAkP9Fdnq1QKeGfrJeQWl6K9lx1e71I2Le6aY7f19hqPenQ4MkOOpKEarWH3lSQUlSh02vZGUg6Ox6RDLALGcqIJIiKqRTUKvAcPHsSPP/6IL774Atu2bcO+ffv01S6qIlX9LlB+lAZtRCIRPn8xAD2aO6GwRIE3153DnfR8AP+WM3TysYe5tP5OJ1wZDztzdPEtKwGo6c1Wj1p7Ig6nbmfA3FSCb0a0w8TufhCJgMO30hCTmqu311F5dMIJQ+rk44DG9ubIKy7F/uspT97gEara3QFt3dDYnhNNEBFR7alR4E1PT4ePjw8AwNfXF+np6fpoE+lAVb9rKZXAtIo3/JhKxPj+tQ7w97BBZr4co9eeRVpusXo64WeaNrxyhkf9O4Zsol5qbKNScvHFvlsAgP97oRV8HC3h3cgSfVuXjTjw4/E7NX6NRxWVKBAZnwUACDZw4BWLRRjeXvcxeVNzivB7ZNkfHBOe8a2VthEREanoHHhzcnLUDwDIy8tDTk4O63cNpKIxeJ/ESmaCtWM7wdPBHPGZBRi//py617Ah3rD2qAFt3WBmKsbt9HyNko7qkJcqMXNzJOSlSvRu4YRXO3upn5vQvWxM2d8uJOg0092TqOp3XWxk8DFQ/e6jhj2si/4nKg2puUVV2ubn03dRohAQ5G2P9l6caIKIiGqXzoHXzs4O9vb2sLe3R15eHtq3bw97e3u4urrWRvvoCap6w5o2ztZmWD+uM+wtTHE5IRv5cgUaWUrR2s1G3800KlYyE/RvU3a91nSq4aWHonA9KQf2Fqb4/MUAjXrajt72CGxsi+JSJTae0T4qRnU8OhyZMcyE5+toiQ5edlAKwK7IJw/FVih/dKIJ9u4SEVHt0z5wayUOHz5cG+2gaqpuD6+Kn5MVfhzbCa+uPo2iEiW6NXWEWGz4EFXbhndojJ2R97Hr0n383/OtITXRvbon4m4mVhyJBQAsHNa23LjFIpEI47v7Yfqmi/jfqTuY1MMPZqY1r40+YyT1u48a3qExLsRn4dcLieqe7Yr8djEBDwpK4Olgjr5t+IcyERHVPp0Dr6+vLzw9PY2iZ4lq1sOr0sHLHqve6Ijlh2Mw/inpcevW1BHO1jKk5hbj8K1U9NMxeOUXl2LWlktQCsDw9h4Y8HB4rscN8HeFu60Z7mcXYdel+xjRsWZjzRaVKHDRwOPvavNCgBsW/HEdN5JycCMpB60q+JRAY6KJrr6QPAV/XBERkeHp3K3l6+uLtLS02mgLVUNOUc0DLwD0aO6ELZNDEOhpp4dWGT+JWIRh1bjZSuXT3TcQn1kADztzzBvSpsL1TCVi9ZBbPx6Lq/FNchfjsyAvNZ76XRU7CymebekMoPIykSNRqbidlg9rmQlGcKIJIiKqIzoH3tqaOYqqR13SwEH7daaahOLvm6l4kC+v8naHbqRg09mymtzFLwc88dyP7OQFS6kEt1Jy1SNhVNejw5EZ26csqtEvdlxMRKlCqXWdNQ8nmhgV7AUrmc4fMBEREVVLtYYlS0hIQHx8vNYH1a2qTCtM2rVwtUYbdxuUKAT8efnJN1sBQEZeMd7/9QqAshuuujZ58ogWtuam6t7MNQ8/zq8uVeAN9jWecgaVXi2cYW9hirTcYpzQMsPctfvZOBmbAYlYhDFdfeq+gURE9NSqVuDt1KkTfH19NR4+Pj7w9X066j+Nyb81vOwtqw5VL++vVZgaVxAEfLjjCtLzitHcxQrv9GtR5dcZ19UXYlHZ0F23kqs3EYVm/a7xzYQnNRFjcKA7AO1lIqra3YFt3eBhZ16nbSMioqdbtQLvmTNncPv2bY1HXFwcbt+unWlUqWLqwGvBHt7qGBzoDolYhMh7WYhNy6t03V8vJGLftRSYSkT4ekQ7nUZc8Gpkob4xbm01e3lV9bvO1jL4OlpWax+1TfUHxL5rych9WF8OACk5RfjjUlkv+tNyYyQRERkPnQOvSCSCl5cXvL29tT6obuUUlk0tzJKG6nGylqHHw4k2dlTSy3svswDzdl0DAMwMbQ5/D1udX2tC97KgtyMyEWm5uk9EYcz1uyoBjW3RxMkSRSVK/HU1Wb38f6fuoEQhoJOPPdo9JTdGEhGR8eBNa/Ucb1qrOVWv5I6LiVAqy1/fSqWAd7ZdQl5xKYK87fFWzybVep0OXmVhT16qVE+8oIszccY3/u7jRCKR+nyqyhoK5KXqiTfGP1P5GL1ERES1QefAGxcXBycnp9poC1WDPsbhfdr1ae0Ca5kJErMKcSYus9zzPx6Pw5m4TFhIJfh6RGC1x44ViUTqXt4Np++iqERR5W2LShS4EJ8FwDjrdx81tL0HRKKyGeESHhTg1wuJyCoogZeDBfq0djF084iI6Cmkc+D9+++/sX379nLLt23bhvXr1+ulUVQ1SqWgt3F4n2ZmphI8H1A2ccTjN1vdTM7B4n23AABzXmgN70Y1q53t38YVHnbmyMiXY6cO0xpH3jP++l0VDztzhDzshf7tQqK6ZvnNbj6caIKIiAxC58C7aNEiODqWH4rJ2dkZCxcu1EujqGpyi0uhqjCp7tTCVEb1MfxfV5NRKC/reS0uVWDWlkuQK5R4rqUzXtHDRAkmEjHGPZyIYs3xqk9EUR/qdx+lOp/fH4lBXHo+rM1M8HINZ5kjIiKqLp0Db3x8vNbhx7y9vas9Du/y5cvh4+MDMzMzBAcH4+zZs5Wun5WVhbCwMLi5uUEmk6F58+bYs2eP+vlFixahU6dOsLa2hrOzM4YOHYpbt25Vq23GTDUGr8xErNOIAVReR297eDqYI6+4FPuvl91steRgNG4k5cDBUopFL7bVW9Ac0ckTVjITxKTm4WhU1WYtVI+/a+TlDCr9/V1hZipGUUnZBBSvBnvBkhNNEBGRgegceJ2dnXH58uVyyy9duoRGjXS/mWbLli0IDw/H3LlzceHCBQQGBqJfv35ITU3Vur5cLkefPn1w584dbN++Hbdu3cLq1avh4eGhXufo0aMICwvD6dOnceDAAZSUlKBv377Iz8/XuX3GTH3DGnt3a0wsFmFYe9XNVok4dycTK4/GAgAWDmsLZ2szvb2WjZkpRj7sLf6xCkOUadbvGu8Na4+ykpmg/8Nh2EzEIozlRBNERGRAOne5jBo1CtOnT4e1tTV69OgBoCxgzpgxA6+88orODfj6668xceJEjBs3DgCwcuVK7N69G2vXrsUHH3xQbv21a9ciMzMTJ0+ehKlpWdDz8fHRWGfv3r0aX69btw7Ozs6IiIhQt7kh4Cxr+jW8vQe+PRSNY9FpiE7JhSAAL3ZojP7+rnp/rbFdffDTiTgci07HzeQctHS1qXBdVf2uk7UMfkZev/uoMV19sPtKEl7t7AU3W040QUREhqNzD+8nn3yC4OBgPPfcczA3N4e5uTn69u2LZ599VucaXrlcjoiICISGhv7bILEYoaGhOHXqlNZtdu3ahZCQEISFhcHFxQX+/v5YuHAhFIqK73jPzs4GADg4aP84uLi4GDk5ORqP+oAjNOiXj6MlgrztoRSA+9lF8LAzx9zBrWvltTwdLDDAv+xGuR+PVd7LW9/qd1Xae9nj8tx+mDuojaGbQkRETzmdA69UKsWWLVtw8+ZNbNy4Eb/99htiY2Oxdu1aSKVSnfaVnp4OhUIBFxfNoYpcXFyQnJysdZvbt29j+/btUCgU2LNnD+bMmYOvvvoKn376qdb1lUolZs6ciW7dusHf31/rOosWLYKtra364elZP26uYeDVv+EdykpjRCLgqxGBtTq+8fiHQ5T9HnkfqblFFa535nbZUGnGPhyZNuZSCcQcmYGIiAys2neRNG/eHM2aNQOAOu11UiqVcHZ2xqpVqyCRSBAUFITExEQsXrwYc+fOLbd+WFgYrl69iuPHj1e4z9mzZyM8PFz9dU5OTr0IvRySTP+GtffA2bhMdPS2r/V62Q5e9ujgZYcL8VnYcOouwvu2KLdOWf3uAwD1p36XiIjI2OjcwwsA//vf/9C2bVt1SUNAQAB+/vlnnffj6OgIiUSClJQUjeUpKSlwddVeN+nm5obmzZtDIvl3VIJWrVohOTkZcrlcY92pU6fizz//xOHDh9G4ceMK2yGTyWBjY6PxqA/+nWWNd7/ri4XUBEtfaY83Qnzq5PUmdC+beeznCiaiuHQvC8X1sH6XiIjImOgceL/++mtMmTIFAwcOxNatW7F161b0798fb731Fr755hud9iWVShEUFIRDhw6plymVShw6dAghISFat+nWrRtiYmKgVCrVy6KiouDm5qYuqRAEAVOnTsWOHTvw999/ax1GrSFgSUP916+NKzwdzPGgoAS/XSg/EcXph+UMwb4O9ap+l4iIyJjoHHi/++47rFixAp9//jkGDx6MwYMH44svvsD333+Pb7/9VucGhIeHY/Xq1Vi/fj1u3LiBKVOmID8/Xz1qw+jRozF79mz1+lOmTEFmZiZmzJiBqKgo7N69GwsXLkRYWJh6nbCwMGzYsAG//PILrK2tkZycjOTkZBQWFurcPmOWXVgKgMOS1WcSsQjjupb9Qfbj8dtQKjUnonj0hjUiIiKqHp0/C09KSkLXrl3LLe/atSuSkpJ0bsDIkSORlpaGjz/+GMnJyWjXrh327t2rvpEtPj4eYvG/udzT0xP79u3DrFmzEBAQAA8PD8yYMQPvv/++ep0VK1YAAHr16qXxWj/99BPGjh2rcxuNFXt4G4YRnTzxzYEoxKbl42hUGnq3dAbA+l0iIiJ90TnwNm3aFFu3bsWHH36osXzLli3qm9h0NXXqVEydOlXrc0eOHCm3LCQkBKdPn65wf1WdrrW+4zi8DYOVzASjgr2w6p/bWHP8tjrwqup3Ha1kaOLE+l0iIqLq0jnwzp8/HyNHjsQ///yDbt26AQBOnDiBQ4cOYevWrXpvIFUshzOtNRhjuvrgx+NxOBGTgev3c9Da3UZdv9vFj/W7RERENaFzDe+LL76IM2fOwNHRETt37sTOnTvh6OiIs2fPYtiwYbXRRqoASxoaDg87cwxs+3AiiofTDZ+JY/0uERGRPlRrPKugoCBs2LBB320hHQiCwMDbwIx/xhd/XLqPXZcSMTO0GSLusn6XiIhIH3QOvE+adre+jGFb3xXIFSh9eEc/A2/D0M7TDp187HHuzgO8s+0S63eJiIj0ROfAa2dnp7WeUBAEiEQiKBTlB88n/VPNsmYiFsFCKnnC2lRfjH/GD+fuROBM3MPxd1m/S0REVGM6B97Dhw8DKAu4AwcOxJo1a+Dh4aH3hlHlHi1nYCBqOPq0doGXgwXiMwsAsJyBiIhIH3QOvD179lT/XyKRoEuXLvDz89Nro+jJsgs4QkNDJBGL8GY3H8z74zoAIMTPwcAtIiIiqv90HqWBjEM2hyRrsF7u6IkmTpYI8rZHEycrQzeHiIio3qvWKA2P4sfphsERGhouS5kJDszqCbGYP1tERET6oHPgbd++vTrkFhYWYtCgQZBKpernL1y4oL/WUYVyikoBMPA2VAy7RERE+qNz4B06dKj6/0OGDNFnW0gH//bw1riTnoiIiKhB0zktzZ07tzbaQTpSTytsxh5eIiIiosrwprV6ijW8RERERFWjcw+vvb19pTeqZWZm1qhBVDUMvERERERVo3PgXbJkifr/giBgypQpWLBgAZydnfXZLnqCHAZeIiIioirROfCOGTNG4+tp06bhxRdf5OQTdYw9vERERERVU6Ma3tLSUpSUlEAikeirPVRFnHiCiIiIqGp07uHdtWsXgLIxeLdv3w5bW1t4eXnpvWFUOfbwEhEREVVNtcfhNTMzg7+/P3bs2MHZ1upYUYkCxaVKAOzhJSIiInoSnQOvUqmsjXaQDnKKynp3RSLAWsaJJ4iIiIgqU6Ma3oSEBCQkJOirLVRFj046wSloiYiIiCqnc+BVKpVYsGABbG1t4e3tDW9vb9jZ2eGTTz5h728d+feGNfbuEhERET2Jzonpo48+wo8//ojPPvsM3bp1AwAcP34c8+bNQ1FREf773//qvZGkiTesEREREVWdzoF3/fr1WLNmDQYPHqxeFhAQAA8PD7z99tsMvHWAgZeIiIio6nQuacjMzETLli3LLW/ZsiWnFa4j2QUMvERERERVpXPgDQwMxLJly8otX7ZsGQIDA/XSKKpcTlEpAAZeIiIioqrQuaThiy++wPPPP4+DBw8iJCQEAHDq1Cncu3cPe/bs0XsDqbzsR0ZpICIiIqLK6dzD27NnT0RFRWHYsGHIyspCVlYWhg8fjlu3bqF79+610UZ6DKcVJiIiIqq6KvfwLliwAO+88w4sLCzg7u7Om9MMiDetEREREVVdlXt458+fj7y8vNpsC1URAy8RERFR1VU58AqCUJvtIB3kMPASERERVZlONbwiEaexNQYMvERERERVp9MoDc2bN39i6OVYvLWPN60RERERVZ1OgXf+/PmwtbWtrbZQFZQolMiXKwCwh5eIiIioKnQKvK+88gqcnZ1rqy1UBapyBgCwMdN5GGUiIiKip06Va3hZv2scVLOsWclMYCLReRhlIiIioqcOR2moZzgkGREREZFuqvyZuFKprM12UBWpAq81yxmIiIiIqoSfidcz7OElIiIi0g0Dbz3DwEtERESkGwbeeoaTThARERHphoG3nmHgJSIiItINA289w1nWiIiIiHTDwFvPsIaXiIiISDcMvPUMAy8RERGRbhh465mcIgZeIiIiIl0w8NYzrOElIiIi0g0Dbz2TXaDq4eVMa0RERERVwcBbjyiVAnKLSwGwh5eIiIioqhh465HcolIIQtn/WcNLREREVDUMvPWI6oY1M1MxZCYSA7eGiIiIqH5g4K1HOCQZERERke4YeOsR9QgNZgy8RERERFXFwFuPsIeXiIiISHcMvPUIAy8RERGR7hh465EcBl4iIiIinTHw1iOcZY2IiIhIdwy89QgDLxEREZHuDB54ly9fDh8fH5iZmSE4OBhnz56tdP2srCyEhYXBzc0NMpkMzZs3x549e9TP//PPPxg0aBDc3d0hEomwc+fOWj6CusMaXiIiIiLdGTTwbtmyBeHh4Zg7dy4uXLiAwMBA9OvXD6mpqVrXl8vl6NOnD+7cuYPt27fj1q1bWL16NTw8PNTr5OfnIzAwEMuXL6+rw6gzDLxEREREujMx5It//fXXmDhxIsaNGwcAWLlyJXbv3o21a9figw8+KLf+2rVrkZmZiZMnT8LUtCz0+fj4aKwzYMAADBgwoNbbbgg5RaUAGHiJiIiIdGGwHl65XI6IiAiEhob+2xixGKGhoTh16pTWbXbt2oWQkBCEhYXBxcUF/v7+WLhwIRQKRY3aUlxcjJycHI2HMeIoDURERES6M1jgTU9Ph0KhgIuLi8ZyFxcXJCcna93m9u3b2L59OxQKBfbs2YM5c+bgq6++wqefflqjtixatAi2trbqh6enZ432V1tY0kBERESkO4PftKYLpVIJZ2dnrFq1CkFBQRg5ciQ++ugjrFy5skb7nT17NrKzs9WPe/fu6anF+iMIwiOjNBi0EoWIiIioXjFYcnJ0dIREIkFKSorG8pSUFLi6umrdxs3NDaamppBIJOplrVq1QnJyMuRyOaRSabXaIpPJIJPJqrVtXcmXK6BQCgDYw0tERESkC4P18EqlUgQFBeHQoUPqZUqlEocOHUJISIjWbbp164aYmBgolUr1sqioKLi5uVU77NYXqvpdU4kI5qaSJ6xNRERERCoGLWkIDw/H6tWrsX79ety4cQNTpkxBfn6+etSG0aNHY/bs2er1p0yZgszMTMyYMQNRUVHYvXs3Fi5ciLCwMPU6eXl5iIyMRGRkJAAgLi4OkZGRiI+Pr9Nj07dH63dFIpGBW0NERERUfxi0GHTkyJFIS0vDxx9/jOTkZLRr1w579+5V38gWHx8PsfjfTO7p6Yl9+/Zh1qxZCAgIgIeHB2bMmIH3339fvc758+fRu3dv9dfh4eEAgDFjxmDdunV1c2C1gLOsEREREVWPSBAEwdCNMDY5OTmwtbVFdnY2bGxsDN0cAMC+a8mY/HME2nnaYWdYN0M3h4iIiMigdMlr9WqUhqcZhyQjIiIiqh4G3nqCk04QERERVQ8Dbz3BwEtERERUPQy89QRLGoiIiIiqh4G3nuAsa0RERETVw8BbT7CHl4iIiKh6GHjrCQZeIiIiouph4K0ncopKAXDiCSIiIiJdMfDWE+zhJSIiIqoeBt56Qn3TmhkDLxEREZEuGHjrgaISBeSlSgCArQUDLxEREZEuGHjrAVXvrlgEWEk5LBkRERGRLhh464Ec9Ri8phCLRQZuDREREVH9wsBbD/CGNSIiIqLqY+CtB3jDGhEREVH1MfDWA+zhJSIiIqo+Bt56gIGXiIiIqPoYeOuBnELOskZERERUXQy89QB7eImIiIiqj4G3HmDgJSIiIqo+Bt56QD1KgzknnSAiIiLSFQNvPZDDHl4iIiKiamPgrQdyihh4iYiIiKqLgbceYA0vERERUfUx8NYDDLxERERE1cfAa+RKFEoUyBUAOLUwERERUXUw8Bo5Ve8uwIkniIiIiKqDgdfIqUZosJaZQCIWGbg1RERERPUPA6+R+3cMXvbuEhEREVUHA6+R4w1rRERERDXDwGvkOMsaERERUc0w8Bo5zrJGREREVDMMvEYup6gUAAMvERERUXUx8Bo51vASERER1QwDr5HLLmDgJSIiIqoJBl4jx2HJiIiIiGqGgdfIsaSBiIiIqGYYeI1cThF7eImIiIhqgoHXyLGHl4iIiKhmGHiNHAMvERERUc0w8BoxhVJA7sNxeG3MGHiJiIiIqoOB14jlPqzfBdjDS0RERFRdDLxGLKewrHfX3FQCqQm/VURERETVwRRlxFi/S0RERFRzDLxGjIGXiIiIqOYYeI3Yv7OsmRi4JURERET1FwOvEWMPLxEREVHNMfAaMc6yRkRERFRzDLxGjD28RERERDXHwGvEGHiJiIiIao6B14gx8BIRERHVHAOvEctRjdLAaYWJiIiIqo2B14jlsIeXiIiIqMYYeI2YuqTBgoGXiIiIqLoYeI0Ya3iJiIiIao6B10gJgoCcolIADLxERERENcHAa6TyikuhUAoAeNMaERERUU0w8BopVe+uVCKGmSm/TURERETVxSRlpLIL/p1WWCQSGbg1RERERPWXUQTe5cuXw8fHB2ZmZggODsbZs2crXT8rKwthYWFwc3ODTCZD8+bNsWfPnhrt09j8e8OaiYFbQkRERFS/GTzwbtmyBeHh4Zg7dy4uXLiAwMBA9OvXD6mpqVrXl8vl6NOnD+7cuYPt27fj1q1bWL16NTw8PKq9T2PEERqIiIiI9MPggffrr7/GxIkTMW7cOLRu3RorV66EhYUF1q5dq3X9tWvXIjMzEzt37kS3bt3g4+ODnj17IjAwsNr7NEbqWdYYeImIiIhqxKCBVy6XIyIiAqGhoeplYrEYoaGhOHXqlNZtdu3ahZCQEISFhcHFxQX+/v5YuHAhFApFtfdZXFyMnJwcjYehsYeXiIiISD8MGnjT09OhUCjg4uKisdzFxQXJyclat7l9+za2b98OhUKBPXv2YM6cOfjqq6/w6aefVnufixYtgq2trfrh6emph6OrmZwiBl4iIiIifTB4SYOulEolnJ2dsWrVKgQFBWHkyJH46KOPsHLlymrvc/bs2cjOzlY/7t27p8cWVw97eImIiIj0w6BDADg6OkIikSAlJUVjeUpKClxdXbVu4+bmBlNTU0gkEvWyVq1aITk5GXK5vFr7lMlkkMlkNTwa/WLgJSIiItIPg/bwSqVSBAUF4dChQ+plSqUShw4dQkhIiNZtunXrhpiYGCiVSvWyqKgouLm5QSqVVmufxkgVeDnLGhEREVHNGLykITw8HKtXr8b69etx48YNTJkyBfn5+Rg3bhwAYPTo0Zg9e7Z6/SlTpiAzMxMzZsxAVFQUdu/ejYULFyIsLKzK+6wPsjlKAxEREZFeGHxWg5EjRyItLQ0ff/wxkpOT0a5dO+zdu1d901l8fDzE4n9zuaenJ/bt24dZs2YhICAAHh4emDFjBt5///0q77M+yGFJAxEREZFeiARBEAzdCGOTk5MDW1tbZGdnw8bGxiBt6PjpQaTnFWPP9O5o7W6YNhAREREZK13ymsFLGqg8QRD+7eG1YA8vERERUU0w8BqhohIl5Iqym/JszAxedUJERERUrzHwGiHVDWsSsQhWMgZeIiIioppg4DVCqlnWbMxMIBKJDNwaIiIiovqNgdcIcdIJIiIiIv1h4DVC2QUMvERERET6wsBrhDjpBBEREZH+MPAaIQZeIiIiIv1h4DVCqpvWWNJAREREVHMMvEaIN60RERER6Q8DrxFi4CUiIiLSHwZeI5TDwEtERESkNwy8Rkh905oZAy8RERFRTTHwGqGcwlIA7OElIiIi0gcGXiPEGl4iIiIi/WHgNUIMvERERET6w8BrZOSlShSWKAAw8BIRERHpAwOvkVH17gKAlZmJAVtCRERE1DAw8BoZ1Sxr1mYmkIhFBm4NERERUf3HwGtkWL9LREREpF8MvEaGgZeIiIhIvxh4jQxnWSMiIiLSLwZeI8NZ1oiIiIj0i4HXyLCHl4iIiEi/GHiNjLqG14KBl4iIiEgfGHiNDG9aIyIiItIvBl4jo67hZeAlIiIi0gsGXiPz701rnGWNiIiISB8YeI1MTmEpAJY0EBEREekLA6+RYQ0vERERkX4x8BoZDktGREREpF8MvEZEoRSQW8ySBiIiIiJ9YuA1IqreXYCjNBARERHpCwOvEckpKgu8FlIJTCX81hARERHpA1OVEeENa0RERET6x8BrRBh4iYiIiPSPgdeIcJY1IiIiIv1j4DUi7OElIiIi0j8GXiOimmXNxoyBl4iIiEhfGHiNCHt4iYiIiPSPgdeIMPASERER6R8DrxH5d1phEwO3hIiIiKjhYOA1IuoeXgv28BIRERHpCwOvEVEPS8ab1oiIiIj0hoHXiKimFmYNLxEREZH+MPAaEd60RkRERKR/DLxGQqkUHrlpjYGXiIiISF8YeI1EnrwUSqHs/5xamIiIiEh/GHiNRHZBWe+u1EQMM1OJgVtDRERE1HAw8BoJ3rBGREREVDsYeI0Eb1gjIiIiqh0MvEaCN6wRERER1Q4GXiPBHl4iIiKi2sHAayT+nWXNxMAtISIiImpYGHiNRE5hKQD28BIRERHpGwOvkWBJAxEREVHtYOA1EuqSBgZeIiIiIr1i4DUS7OElIiIiqh0MvEaCPbxEREREtcMoAu/y5cvh4+MDMzMzBAcH4+zZsxWuu27dOohEIo2HmZmZxjopKSkYO3Ys3N3dYWFhgf79+yM6Orq2D6NGONMaERERUe0weODdsmULwsPDMXfuXFy4cAGBgYHo168fUlNTK9zGxsYGSUlJ6sfdu3fVzwmCgKFDh+L27dv4/fffcfHiRXh7eyM0NBT5+fl1cUjVwokniIiIiGqHwQPv119/jYkTJ2LcuHFo3bo1Vq5cCQsLC6xdu7bCbUQiEVxdXdUPFxcX9XPR0dE4ffo0VqxYgU6dOqFFixZYsWIFCgsLsWnTpro4JJ0JgsAaXiIiIqJaYtDAK5fLERERgdDQUPUysViM0NBQnDp1qsLt8vLy4O3tDU9PTwwZMgTXrl1TP1dcXAwAGmUOYrEYMpkMx48f17q/4uJi5OTkaDzqUmGJAiUKAQADLxEREZG+GTTwpqenQ6FQaPTQAoCLiwuSk5O1btOiRQusXbsWv//+OzZs2AClUomuXbsiISEBANCyZUt4eXlh9uzZePDgAeRyOT7//HMkJCQgKSlJ6z4XLVoEW1tb9cPT01O/B/oEqt5dE7EIFlJJnb42ERERUUNn8JIGXYWEhGD06NFo164devbsid9++w1OTk744YcfAACmpqb47bffEBUVBQcHB1hYWODw4cMYMGAAxGLthzt79mxkZ2erH/fu3avLQ1LPsmZjbgqRSFSnr01ERETU0JkY8sUdHR0hkUiQkpKisTwlJQWurq5V2oepqSnat2+PmJgY9bKgoCBERkYiOzsbcrkcTk5OCA4ORseOHbXuQyaTQSaTVf9Aaoj1u0RERES1x6A9vFKpFEFBQTh06JB6mVKpxKFDhxASElKlfSgUCly5cgVubm7lnrO1tYWTkxOio6Nx/vx5DBkyRG9t1yeOwUtERERUewzawwsA4eHhGDNmDDp27IjOnTtjyZIlyM/Px7hx4wAAo0ePhoeHBxYtWgQAWLBgAbp06YKmTZsiKysLixcvxt27dzFhwgT1Prdt2wYnJyd4eXnhypUrmDFjBoYOHYq+ffsa5BifhD28RERERLXH4IF35MiRSEtLw8cff4zk5GS0a9cOe/fuVd/IFh8fr1F7++DBA0ycOBHJycmwt7dHUFAQTp48idatW6vXSUpKQnh4OFJSUuDm5obRo0djzpw5dX5sVcXAS0RERFR7RIIgCIZuhLHJycmBra0tsrOzYWNjU+uv982BKCw9FI3Xgr3w32Fta/31iIiIiOo7XfJavRuloSFiDy8RERFR7WHgNQKcVpiIiIio9jDwGgH28BIRERHVHoPftEZAE2crZBbI4W5nbuimEBERETU4DLxG4MOBrQzdBCIiIqIGiyUNRERERNSgMfASERERUYPGwEtEREREDRoDLxERERE1aAy8RERERNSgMfASERERUYPGwEtEREREDRoDLxERERE1aAy8RERERNSgMfASERERUYPGwEtEREREDRoDLxERERE1aAy8RERERNSgMfASERERUYPGwEtEREREDRoDLxERERE1aAy8RERERNSgMfASERERUYNmYugGGCNBEAAAOTk5Bm4JEREREWmjymmq3FYZBl4tcnNzAQCenp4GbgkRERERVSY3Nxe2traVriMSqhKLnzJKpRL379+HtbU1RCLRE9fPycmBp6cn7t27BxsbmzpoYcPFc6k/PJf6wfOoPzyX+sNzqT88l/pT1+dSEATk5ubC3d0dYnHlVbrs4dVCLBajcePGOm9nY2PDHxY94bnUH55L/eB51B+eS/3hudQfnkv9qctz+aSeXRXetEZEREREDRoDLxERERE1aAy8eiCTyTB37lzIZDJDN6Xe47nUH55L/eB51B+eS/3hudQfnkv9MeZzyZvWiIiIiKhBYw8vERERETVoDLxERERE1KAx8BIRERFRg8bAS0REREQNGgNvDS1fvhw+Pj4wMzNDcHAwzp49a+gm1Tvz5s2DSCTSeLRs2dLQzaoX/vnnHwwaNAju7u4QiUTYuXOnxvOCIODjjz+Gm5sbzM3NERoaiujoaMM01sg96VyOHTu23HXav39/wzTWyC1atAidOnWCtbU1nJ2dMXToUNy6dUtjnaKiIoSFhaFRo0awsrLCiy++iJSUFAO12DhV5Tz26tWr3HX51ltvGajFxmvFihUICAhQT4gQEhKCv/76S/08r8eqe9K5NNZrkoG3BrZs2YLw8HDMnTsXFy5cQGBgIPr164fU1FRDN63eadOmDZKSktSP48ePG7pJ9UJ+fj4CAwOxfPlyrc9/8cUX+Pbbb7Fy5UqcOXMGlpaW6NevH4qKiuq4pcbvSecSAPr3769xnW7atKkOW1h/HD16FGFhYTh9+jQOHDiAkpIS9O3bF/n5+ep1Zs2ahT/++APbtm3D0aNHcf/+fQwfPtyArTY+VTmPADBx4kSN6/KLL74wUIuNV+PGjfHZZ58hIiIC58+fx7PPPoshQ4bg2rVrAHg96uJJ5xIw0mtSoGrr3LmzEBYWpv5aoVAI7u7uwqJFiwzYqvpn7ty5QmBgoKGbUe8BEHbs2KH+WqlUCq6ursLixYvVy7KysgSZTCZs2rTJAC2sPx4/l4IgCGPGjBGGDBlikPbUd6mpqQIA4ejRo4IglF2HpqamwrZt29Tr3LhxQwAgnDp1ylDNNHqPn0dBEISePXsKM2bMMFyj6jF7e3thzZo1vB71QHUuBcF4r0n28FaTXC5HREQEQkND1cvEYjFCQ0Nx6tQpA7asfoqOjoa7uzv8/Pzw2muvIT4+3tBNqvfi4uKQnJyscY3a2toiODiY12g1HTlyBM7OzmjRogWmTJmCjIwMQzepXsjOzgYAODg4AAAiIiJQUlKicW22bNkSXl5evDYr8fh5VNm4cSMcHR3h7++P2bNno6CgwBDNqzcUCgU2b96M/Px8hISE8HqsgcfPpYoxXpMmhm5AfZWeng6FQgEXFxeN5S4uLrh586aBWlU/BQcHY926dWjRogWSkpIwf/58dO/eHVevXoW1tbWhm1dvJScnA4DWa1T1HFVd//79MXz4cPj6+iI2NhYffvghBgwYgFOnTkEikRi6eUZLqVRi5syZ6NatG/z9/QGUXZtSqRR2dnYa6/LarJi28wgAr776Kry9veHu7o7Lly/j/fffx61bt/Dbb78ZsLXG6cqVKwgJCUFRURGsrKywY8cOtG7dGpGRkbwedVTRuQSM95pk4CWDGzBggPr/AQEBCA4Ohre3N7Zu3Yrx48cbsGVE/3rllVfU/2/bti0CAgLQpEkTHDlyBM8995wBW2bcwsLCcPXqVdbl11BF53HSpEnq/7dt2xZubm547rnnEBsbiyZNmtR1M41aixYtEBkZiezsbGzfvh1jxozB0aNHDd2seqmic9m6dWujvSZZ0lBNjo6OkEgk5e7iTElJgaurq4Fa1TDY2dmhefPmiImJMXRT6jXVdchrtHb4+fnB0dGR12klpk6dij///BOHDx9G48aN1ctdXV0hl8uRlZWlsT6vTe0qOo/aBAcHAwCvSy2kUimaNm2KoKAgLFq0CIGBgVi6dCmvx2qo6FxqYyzXJANvNUmlUgQFBeHQoUPqZUqlEocOHdKoYyHd5eXlITY2Fm5uboZuSr3m6+sLV1dXjWs0JycHZ86c4TWqBwkJCcjIyOB1qoUgCJg6dSp27NiBv//+G76+vhrPBwUFwdTUVOPavHXrFuLj43ltPuJJ51GbyMhIAOB1WQVKpRLFxcW8HvVAdS61MZZrkiUNNRAeHo4xY8agY8eO6Ny5M5YsWYL8/HyMGzfO0E2rV9555x0MGjQI3t7euH//PubOnQuJRIJRo0YZumlGLy8vT+Ov5ri4OERGRsLBwQFeXl6YOXMmPv30UzRr1gy+vr6YM2cO3N3dMXToUMM12khVdi4dHBwwf/58vPjii3B1dUVsbCzee+89NG3aFP369TNgq41TWFgYfvnlF/z++++wtrZW10Ha2trC3Nwctra2GD9+PMLDw+Hg4AAbGxtMmzYNISEh6NKli4FbbzyedB5jY2Pxyy+/YODAgWjUqBEuX76MWbNmoUePHggICDBw643L7NmzMWDAAHh5eSE3Nxe//PILjhw5gn379vF61FFl59Kor0lDDxNR33333XeCl5eXIJVKhc6dOwunT582dJPqnZEjRwpubm6CVCoVPDw8hJEjRwoxMTGGbla9cPjwYQFAuceYMWMEQSgbmmzOnDmCi4uLIJPJhOeee064deuWYRttpCo7lwUFBULfvn0FJycnwdTUVPD29hYmTpwoJCcnG7rZRknbeQQg/PTTT+p1CgsLhbfffluwt7cXLCwshGHDhglJSUmGa7QRetJ5jI+PF3r06CE4ODgIMplMaNq0qfDuu+8K2dnZhm24EXrzzTcFb29vQSqVCk5OTsJzzz0n7N+/X/08r8eqq+xcGvM1KRIEQajLgE1EREREVJdYw0tEREREDRoDLxERERE1aAy8RERERNSgMfASERERUYPGwEtEREREDRoDLxERERE1aAy8RERERNSgMfASERmJkpISQzeBiKhBYuAlIjKQI0eO4KWXXkKTJk1ga2sLb29v1Ke5gF588UUcO3YMCoUCo0aNwp9//mnoJj0VeN6JdMfAS0Qaxo4di6FDh2osS0tLg7+/P4KDg5GdnW2YhjUwGzduxKBBg9CxY0fs2LEDERERuHjxIkQikaGbVmVTp07F888/DzMzM8TFxSE0NNTQTXoq8LwT6Y5TCxORhrFjxyIrKws7d+4EUBZ2n332WZiZmeHgwYOwtbU1bAMbgLy8PHh6emLr1q3o06ePoZtTI8XFxcjMzISrq2u9Cuv1Hc87kW7Yw0tEFUpPT8dzzz0HmUyGAwcOaITd+Ph4DBkyBFZWVrCxscGIESOQkpKisf2dO3cgEonKPbKysgAA8+bNQ7t27dTry+VyNG3aVGMdbT3OIpFIHcgB4N69exgxYgTs7Ozg4OCAIUOG4M6dOxrbrF27Fm3atIFMJoObmxumTp0KAPDx8dHaRpFIhHXr1qlfT/WwsbFBnz59EBsbq973gwcPMHr0aNjb28PCwgIDBgxAdHR0hef12LFjMDc3x44dO+Du7g4LCwuEhobi2rVr5dbV1q7IyEgAwLp162BnZ6exfo8ePTTWOXHiBGxsbHDgwAH1Oj4+PliyZAkAQKlUYvjw4QgNDVXXEJ87dw59+vSBo6MjbG1t0bNnT1y4cEHr90B1PteuXQuRSISZM2dqfR0AWLJkCXx8fLTuB/j3elG1HQDmzJkDkUik3s+RI0cglUpx7Ngx9TpffPEFnJ2dy11/jzpx4gR69eqF/2/v3oOirNc4gH9Hua3Lgps3QA3jMghTQtiYiIs6mKCZOBaVlkDaNjlG1HRVxguSOmkGNEUXHPEyVFZAXposr6EmisBiAi4JjkpsXlhRrnL7nj84vMO6C+WZ4zlnOM9nhj/e3+39vQ+vw7MvzyuDBg2CVqtFREQEbty4AaAreXz11VcxfPhwODk5YfLkySgoKLCYX1paitmzZ8PFxQUajQY6nc7iHti8eTP8/f3h5OSEsWPHIj093WoPcXFxVt/LnvECgF27diE4OBhOTk7w8vJCUlIS2tvbreLVV9yFENYk4RVC2FRbW4vp06fDzs4O+/fvt0isOjs7ERUVBbPZjF9++QX79+9HVVUVnnnmGYs1un+BdODAAZhMJmRnZ/d5zo8//rjPpMWWtrY2REREQKPR4OjRozh+/DicnZ0RGRmJ1tZWAMCnn36KpUuX4qWXXsJvv/2G3bt3w8fHB0BXcmcymWAymTBq1CikpqYqxz2vJzMzEyaTCXl5ebh69SqWL1+u9MXFxeH06dPYvXs3Tpw4AZKYNWtWry+hXbt2DSaTCUeOHMHXX3+NkydPQqPRIDIyEs3NzVbx6z73qVOn+oxFTk4OiouLLdpCQ0ORmZmJ6Ohoi0SyW0JCAiorK5GTkwN7e3sAQH19PWJjY3Hs2DHk5+fD19cXs2bNQn19vc3zNjY2YsWKFXB2du5zf3eruroaqampUKlUStvUqVPx2muvYeHChbh58yaKi4uxYsUKbN68GSNGjLC5jsFgQHh4OAICAnDixAkcO3YMTzzxBDo6OgAAb7/9NrKzs7Ft2zYUFRXBx8cHERERMJvNAIA//vgDYWFhcHR0xKFDh1BYWIhFixYpiWhWVhZWrlyJtWvXory8HOvWrcOKFSuwbds2q71ERkYq91dISIhF39GjRxETE4OEhASUlZXh888/x9atW7F27Vqb13Wv4i5Ev0QhhOghNjaWYWFhDAoKor29PSdOnMj29naLMT///DMHDhzIS5cuKW2lpaUEwFOnTiltRqORAHj27FmS5OHDhwmAN27cIEmuWrWKgYGBJMna2lpqtVomJydbjHn55Zc5Y8YMi/MDYG5uLklyx44d9PPzY2dnp9J/+/ZtqlQq/vTTTyRJDw8PJiYm/uW1e3p6MjMz06q95/nq6uoYGhpKvV5PkqyoqCAAHj9+XBl//fp1qlQqfvPNNzbPk5mZaTXn1q1bHDx4MDMyMiyuAwD37t1Lkrxw4QIBsLi4WFnH1dWVJNna2kofHx8lft1juqWmptLd3Z0XL16kp6cnU1JS+P7773P06NGsrq7uMy4dHR3UaDTcs2ePzZisXLmS4eHhnDJlChMSEpQx3efplpKSQk9PT4u1e65z5/XFxMRw8eLFVuvcvn2bQUFBfPrppxkQEKB8L3ozf/58hoaG2uxraGigvb09s7KylLbW1lZ6eHhww4YNJMlly5bxgQceYGtrq801vL29+eWXX1q0JScnMyQkxKLt2Wef5VNPPaUc3xmv8PBwrlu3zmLOjh076O7urhz/nbgLIazJE14hhJW8vDx0dnbCYDDg/Pnz2LBhg0V/eXk5Ro8ejdGjRyttAQEBGDx4MMrLy5W2W7duAQDUavVfnnPNmjWYNm0aJk+ebNH+4IMPIj8/HxcuXLA5r6SkBOfPn4dGo4GzszOcnZ1x3333oaWlBZWVlbh69SpqamoQHh7+t6/flvnz58PZ2RlarRb19fVYv349gK5Y2NnZ4dFHH1XGDhkyBH5+fhaxuNOdczQaDQIDA1FWVqa03U38PvnkE7i6uuK5556z2T958mRcuXIFM2fORFNTE3Jzc/Huu+/Cy8sLI0eOtBh75coV6PV6+Pr6wtXVFS4uLmhoaMClS5es1q2pqcGHH36ITZs2/eUe70ZRURFyc3ORnJxs1efg4ICsrCxkZ2ejpaUFKSkpfa7V/YTXlsrKSrS1tSE0NFRps7e3x4QJE5Tvn8FggE6nU56A99TY2IjKykosXrxYuf+cnZ3x3nvvWZQ8AF2/NXFxcel1nyUlJVizZo3FOnq9HiaTCU1NTRZj71Xcheiv7P7bGxBC/O/x8vLCwYMHMXToUKSnp+P555/H448/jnHjxt3VOjU1NRgwYADc3Nz6HPf7779j8+bNMBgMqK6utuhbtGgRcnNz4eXlZTPxa2howPjx45GVlWXVN2zYMAwY8O/5XJ+SkoLp06ejrq4OiYmJiIuLw549e/6ltbRaba99PV9AqqmpAQB4eHj0ud6NGzeQnJyM3Nxcmy8wdXR0QK/XY9myZTh//jx27tyJmzdv4vvvv8eSJUuQmZmJF154QRkfGxuL2tpapKWlwdPTE46OjggJCVFKRHpKTExEdHQ0AgMD//K678Ybb7yBN998E+7u7jb7f/31VwCA2WyG2Wzu80NBz5KIf0Vf8xsaGgAAGRkZFh9gAGDgwIEWx1VVVQgLC+tzraSkJMybN8+qz8nJyeL4XsVdiP5KEl4hhJWHHnoIQ4cOBQBER0cjJycHMTExOHXqFBwcHODv74/Lly/j8uXLylPesrIy1NXVISAgQFmnoKAAY8eOtfphfad33nkHL774Inx8fKwSXpVKhQMHDuDKlStKDamvr6/SHxwcjJ07d2L48OG9Pj0bM2YMDh48iGnTpt19MP7Jzc1NqfuNj4/HnDlz0NbWBn9/f7S3t+PkyZOYNGkSgK4neUaj0SIWPY0dO9ZqTn19PUpKSrBw4UJlXEFBATQaDby9vfvcW3JyMnQ6HcLCwqxe1gO6kvXuek8AOHToEJYsWYI5c+agvb0der0es2fPxrBhwwB0veCVnp6OWbNmAeh6KfD69etW6xoMBnz33XcwGo197u9u7d69GxUVFfjhhx9s9ldWVuL1119HRkYGdu7cidjYWBw4cKDXDzfjxo3DwYMHkZSUZNXn7e0NBwcHHD9+HJ6engC66sILCgqUF8HGjRuHbdu2oa2tzeop74gRI+Dh4YGqqqpen64DXfXIVVVV0Ol0vY4JDg6G0WhU7rPe3Ku4C9Gv/bdrKoQQ/1tiY2MZFRVl0VZbW0t3d3cuX76cJNnZ2cmgoCDqdDoWFhby5MmTHD9+PKdMmUKyq8Zy+/btHDRoEDdu3KisY6uGV61WU6vVsra21uYYW9CjjrGxsZG+vr6cOnUq8/LyWFVVxcOHDzM+Pp6XL18mSW7dupVOTk5MS0tjRUUFCwsL+dFHH1mt21cNb2ZmJk0mE8+dO8e5c+fS29tb6Y+KimJAQACPHj1Kg8HAyMhI+vj49FrzSZIzZ86kv78/8/LyeObMGc6dO5ejRo1iU1MTOzo6uGvXLg4fPpxLly5V5tiq4bW3t6darabRaLQ55sKFC1Sr1Tx8+LDFdfasiY2KiuKCBQuU44cffpiPPfYYy8rKmJ+fT51OR5VKZTEHANVqNVeuXKm02arh3bhxI5ubm9nc3MyNGzfy/vvvV46bm5tt1vCq1Wpu2bLF5n7b29s5ceJEPvnkkyTJmpoaDhkyRKm3tcVoNNLBwYFLlixhSUkJy8vLmZ6ezmvXrpEkExIS6OHhwR9//JGlpaWMjY2lVqul2Wwm2VWTPWTIEM6bN48FBQWsqKjg9u3bee7cOZJkRkYGVSoV09LSaDQaeebMGW7ZsoWbNm0iSZrNZi5YsIBjxoxhTU0NTSYTTSYTQ0JCqNfrWV9fT5Lct28f7ezsuHr1ap49e5ZlZWX86quvLOrP/07chRDWJOEVQliwlfCS5N69ezlw4EDm5+eTJC9evMg5c+ZQrVZTo9EwOjqaf/75J0ny9OnT9PLy4vr169nR0aGsYSvhBcAPPvig1zG29EySSNJkMjEmJoZDhw6lo6Mjvby8qNfrefPmTWXMZ599Rj8/P9rb29Pd3Z3x8fFW6/aV8HZ/aTQaTpkyxeKlMLPZzIULF9LV1ZUqlYoRERGsqKjodf8kee3aNS5YsECZM336dJaWlpLsSrBGjhzJt956iy0tLcocWwkvAL7yyiu9jomMjOSiRYusrrNn8lpdXU0XFxfu27ePJFlUVMRHHnmETk5O9PX15bfffms1BwDd3NzY0NCgtNlKeHvGrrevOxPewMBAi/um57mTkpLo7u7O69evK/3Z2dl0cHCgwWDoNd5HjhzhpEmT6OjoyMGDBzMiIkK5x5qbmxkfH6/cP6GhoRYvX5JkSUkJZ8yYwUGDBlGj0VCn07GyslLpz8rKYlBQEB0cHKjVahkWFsacnBySXf+m+rr+VatWKevs27ePkyZNokqloouLCydMmMAvvvjiruIuhLAmf3hCCCGEuIfi4uIwdepUxMXFWfWlpqairq4Oq1ev/o/vS4j/J1LDK4QQQtxDrq6uvb74plarLf6whBDi3pAnvEIIIYQQol+T/4dXCCGEEEL0a5LwCiGEEEKIfk0SXiGEEEII0a9JwiuEEEIIIfo1SXiFEEIIIUS/JgmvEEIIIYTo1yThFUIIIYQQ/ZokvEIIIYQQol+ThFcIIYQQQvRr/wDXMwg7QPxIdQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Для K-ближайших соседей\n", + "param_grid_knn = {'n_neighbors': list(range(1, 36))}\n", + "grid_search_knn = GridSearchCV(KNeighborsClassifier(), param_grid_knn, cv=5)\n", + "grid_search_knn.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для KNN:\", grid_search_knn.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_knn.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_knn['n_neighbors'], grid_search_knn.cv_results_['mean_test_score'])\n", + "plt.xlabel('Количество ближайших соседей')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества ближайших соседей на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "2049f73c-ea87-44fa-b4c5-4d1358dfa5af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для дерева решений: {'max_depth': 7}\n", + "Лучшая точность: 0.6312977099236641\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "# Для дерева решений\n", + "param_grid_dt = {'max_depth': list(range(1, 11))}\n", + "grid_search_dt = GridSearchCV(DecisionTreeClassifier(random_state=42), param_grid_dt, cv=5)\n", + "grid_search_dt.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для дерева решений:\", grid_search_dt.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_dt.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_dt['max_depth'], grid_search_dt.cv_results_['mean_test_score'])\n", + "plt.xlabel('Глубина дерева')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние глубины дерева на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "457be502-e78a-4c9a-ae46-ea513768ce84", + "metadata": {}, + "outputs": [], + "source": [ + "# Случайный лес\n", + "param_grid_rf = {\n", + " 'n_estimators': [10, 50, 100, 200, 500],\n", + " 'max_depth': list(range(1, 11)),\n", + " 'min_samples_split': [2, 5, 10],\n", + " 'min_samples_leaf': [1, 5, 10]\n", + "}\n", + "grid_search_rf = GridSearchCV(RandomForestClassifier(random_state=42), param_grid_rf, cv=5)\n", + "grid_search_rf.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для случайного леса:\", grid_search_rf.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_rf.best_score_)\n", + "\n", + "# Преобразуем результаты в DataFrame для удобства\n", + "df_rf = pd.DataFrame(grid_search_rf.cv_results_)\n", + "\n", + "# Визуализация для n_estimators\n", + "plt.figure(figsize=(8, 6))\n", + "for max_depth in param_grid_rf['max_depth']:\n", + " df_filtered = df_rf[(df_rf['param_max_depth'] == max_depth)]\n", + " plt.plot(df_filtered['param_n_estimators'], df_filtered['mean_test_score'], label=f'max_depth={max_depth}')\n", + "plt.xlabel('Количество деревьев')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества деревьев на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "27da7d04-072b-49ae-8024-8410bd55f6fd", + "metadata": {}, + "outputs": [], + "source": [ + "# Градиентный бустинг\n", + "param_grid_catboost = {\n", + " 'iterations': [50, 100, 200, 500, 1000],\n", + " 'learning_rate': [0.01, 0.05, 0.1, 0.5],\n", + " 'depth': list(range(1, 11))\n", + "}\n", + "grid_search_catboost = GridSearchCV(CatBoostClassifier(random_state=42, verbose=200), param_grid_catboost, cv=5)\n", + "grid_search_catboost.fit(X_train, y_train)\n", + "print(\"Лучшие параметры для градиентного бустинга (CatBoost):\", grid_search_catboost.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_catboost.best_sc\n", + " \n", + "# Визуализация для каждого параметра\n", + "df_catboost = pd.DataFrame(grid_search_catboost.cv_results_)\n", + "\n", + "# Визуализация для iterations\n", + "plt.figure(figsize=(8, 6))\n", + "for depth in param_grid_catboost['depth']:\n", + " df_filtered = df_catboost[(df_catboost['param_depth'] == depth)]\n", + " plt.plot(df_filtered['param_iterations'], df_filtered['mean_test_score'], label=f'depth={depth}')\n", + "plt.xlabel('Количество итераций')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества итераций на точность')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "d6afac17-2f34-41f8-93b9-92c6577b0f42", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (500) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (500) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Нейронные сети\n", + "param_grid_mlp = {\n", + " 'hidden_layer_sizes': [(10,), (50,), (100,), (200,), (500,)],\n", + " 'max_iter': [100, 200, 500, 1000],\n", + " 'activation': ['relu', 'tanh', 'logistic']\n", + "}\n", + "grid_search_mlp = GridSearchCV(MLPClassifier(random_state=42), param_grid_mlp, cv=5)\n", + "grid_search_mlp.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для нейронной сети:\", grid_search_mlp.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_mlp.best_score_)\n", + "\n", + "# Визуализация для каждого параметра\n", + "df_mlp = pd.DataFrame(grid_search_mlp.cv_results_)\n", + "\n", + "# Визуализация для hidden_layer_sizes\n", + "plt.figure(figsize=(8, 6))\n", + "for activation in param_grid_mlp['activation']:\n", + " df_filtered = df_mlp[(df_mlp['param_activation'] == activation)]\n", + " plt.plot([x[0] for x in df_filtered['param_hidden_layer_sizes']], df_filtered['mean_test_score'], label=f'activation={activation}')\n", + "plt.xlabel('Количество нейронов в скрытом слое')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества нейронов на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "6a1201f6-404a-469e-967d-8b4990068835", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Создание графика сравнения точности моделей\n", + "models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "accuracies = [\n", + " grid_search_knn.best_score_,\n", + " grid_search_dt.best_score_,\n", + " grid_search_rf.best_score_,\n", + " grid_search_catboost.best_score_,\n", + " grid_search_mlp.best_score_\n", + "]\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(models, accuracies)\n", + "plt.xlabel('Модель')\n", + "plt.ylabel('Точность')\n", + "plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "plt.xticks(rotation=45) # Поворот меток для лучшей читаемости\n", + "plt.tight_layout() # Правильное размещение элементов\n", + "plt.show()\n", + "\n", + "# import matplotlib.pyplot as plt\n", + "\n", + "# # Создание графика\n", + "# models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "# accuracies = [accuracy_knn, accuracy_dt, accuracy_rf, accuracy_catboost, accuracy_mlp]\n", + "\n", + "# plt.figure(figsize=(10, 6))\n", + "# plt.bar(models, accuracies)\n", + "# plt.xlabel('Модель')\n", + "# plt.ylabel('Точность')\n", + "# plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "# plt.xticks(rotation=45) # Поворот меток для лучшей читаемости\n", + "# plt.tight_layout() # Правильное размещение элементов\n", + "# plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0ce3ca68-f06f-45ec-a23f-75d7e4f2dfb1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/.ipynb_checkpoints/test2-checkpoint.ipynb b/.ipynb_checkpoints/test2-checkpoint.ipynb new file mode 100644 index 0000000..4dc9143 --- /dev/null +++ b/.ipynb_checkpoints/test2-checkpoint.ipynb @@ -0,0 +1,2998 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "74e95b6f-3419-4dde-947e-81283780b341", + "metadata": {}, + "source": [ + "# Лабораторная работа 1" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6671a5aa-f0db-4abd-89f8-cb185105353a", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c8396594-e4dc-4b28-8a9c-8e32bf169c41", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 NaN 204.890455 20791.318981 7.300212 368.516441 564.308654 \n", + "1 3.716080 129.422921 18630.057858 6.635246 NaN 592.885359 \n", + "2 8.099124 224.236259 19909.541732 9.275884 NaN 418.606213 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 363.266516 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 398.410813 \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 10.379783 86.990970 2.963135 0 \n", + "1 15.180013 56.329076 4.500656 0 \n", + "2 16.868637 66.420093 3.055934 0 \n", + "3 18.436524 100.341674 4.628771 0 \n", + "4 11.558279 31.997993 4.075075 0 " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv('water_potability.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data\n", + "data.head() # С помощью метода head выводим первые 5 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6ad6f05e-a68e-46c0-b570-d43d5025d3f3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 NaN \n", + "3273 9.419510 175.762646 33155.578218 7.350233 NaN \n", + "3274 5.126763 230.603758 11983.869376 6.303357 NaN \n", + "3275 7.874671 195.102299 17404.177061 7.509306 NaN \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 NaN 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4d32d829-d22f-4841-b1f9-b17fc8243a2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3276, 10)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "15e25306-3adf-4105-9287-b20e1f2d13e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "32760" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7ff6ca24-ceda-4e88-9ad5-62acab824077", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 2785\n", + "Hardness 3276\n", + "Solids 3276\n", + "Chloramines 3276\n", + "Sulfate 2495\n", + "Conductivity 3276\n", + "Organic carbon 3276\n", + "Trihalomethanes 3114\n", + "Turbidity 3276\n", + "Potability 3276\n", + "dtype: int64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "fed012f7-499a-449b-bae9-0ed353fe0f45", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 3276 entries, 0 to 3275\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 ph 2785 non-null float64\n", + " 1 Hardness 3276 non-null float64\n", + " 2 Solids 3276 non-null float64\n", + " 3 Chloramines 3276 non-null float64\n", + " 4 Sulfate 2495 non-null float64\n", + " 5 Conductivity 3276 non-null float64\n", + " 6 Organic carbon 3276 non-null float64\n", + " 7 Trihalomethanes 3114 non-null float64\n", + " 8 Turbidity 3276 non-null float64\n", + " 9 Potability 3276 non-null int64 \n", + "dtypes: float64(9), int64(1)\n", + "memory usage: 256.1 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "71c60116-ccf6-47fa-a20f-fb941717cd33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph float64\n", + "Hardness float64\n", + "Solids float64\n", + "Chloramines float64\n", + "Sulfate float64\n", + "Conductivity float64\n", + "Organic carbon float64\n", + "Trihalomethanes float64\n", + "Turbidity float64\n", + "Potability int64\n", + "dtype: object" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ed9d0216-3e60-4aac-a05b-ee2649c07d9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 True False False False False False \n", + "1 False False False False True False \n", + "2 False False False False True False \n", + "3 False False False False False False \n", + "4 False False False False False False \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 False False False False \n", + "1 False False False False \n", + "2 False False False False \n", + "3 False False False False \n", + "4 False False False False " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "markdown", + "id": "17eecd3a-51a0-4e69-add3-781cd51be836", + "metadata": {}, + "source": [ + "___\n", + "№2" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "42d0d6d1-e191-4483-9175-2adeed093b3d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 491\n", + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 781\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 162\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "b80fab70-d390-4118-9c21-cf0b22bd169e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 0.149878\n", + "Hardness 0.000000\n", + "Solids 0.000000\n", + "Chloramines 0.000000\n", + "Sulfate 0.238400\n", + "Conductivity 0.000000\n", + "Organic carbon 0.000000\n", + "Trihalomethanes 0.049451\n", + "Turbidity 0.000000\n", + "Potability 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # часть которую составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "699915ac-adcf-4868-87aa-69ae89f95e01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1434\n", + "4.4%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum()\n", + "print(proc)\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b9ff4f68-a533-42a4-bfc2-72c2bc6cd8c1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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count2785.0000003276.0000003276.0000003276.0000002495.0000003276.0000003276.0000003114.0000003276.0000003276.000000
mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "cb791d0b-449d-4dea-8db8-12dd126ba327", + "metadata": {}, + "source": [ + "Наверное откидывать треть значений не самая лучшая идея, поэтому подготовим ещё один датасет заплонив значаения.\n", + "\n", + "ph:\n", + "\n", + "Среднее (7.08) и медиана (7.04) очень близки. Но есть выбросы (минимум 0), лучше использовать медиану.\n", + "\n", + "Sulfate:\n", + "\n", + "Среднее (333.78) и медиана (333.07) тоже близки. Нет явных выбросов → можно заполнить средним.\n", + "\n", + "Trihalomethanes:\n", + "\n", + "Среднее (66.40) и медиана (66.62) похожи. Есть выбросы (min = 0.738, max = 124) → лучше взять медиану." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "06ca30b3-71c0-47ba-9ac4-8557a44305c4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "... ... ... ... ... ... \n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 333.775777 \n", + "3273 9.419510 175.762646 33155.578218 7.350233 333.775777 \n", + "3274 5.126763 230.603758 11983.869376 6.303357 333.775777 \n", + "3275 7.874671 195.102299 17404.177061 7.509306 333.775777 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "... ... ... ... ... ... \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 66.622485 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 \n", + "\n", + "[3276 rows x 10 columns]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = data.copy(deep=True) # Создадим копию исходного датафрейма, чтобы его не изменять\n", + "# Заполняем NaN значениями в зависимости от их распределения\n", + "df2['ph'] = df2['ph'].fillna(df2['ph'].median()) # Медиана устойчивее к выбросам\n", + "df2['Sulfate'] = df2['Sulfate'].fillna(df2['Sulfate'].mean()) # Среднее, так как нет сильных выбросов\n", + "df2['Trihalomethanes'] = df2['Trihalomethanes'].fillna(df2['Trihalomethanes'].median()) # Медиана, так как есть выбросы\n", + "df2" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "126bf027-765f-4d5c-8c1d-92f6f43edb58", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n" + ] + } + ], + "source": [ + "proc = df.isna().sum().sum()\n", + "print(proc)" + ] + }, + { + "cell_type": "markdown", + "id": "8763ef2c-f8e7-450c-abf4-215568922bc1", + "metadata": {}, + "source": [ + "___\n", + "# №3" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "570103c7-bf99-4794-b79f-cd4d299c1ae7", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "4e2deea1-6cf2-477e-97c3-4103cef357ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pandas.core.frame.DataFrame" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(df2)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "e1b48a2e-6d3d-4341-9a12-9a46bfe19725", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питью
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины сульфат \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "\n", + " проводимость органический углерод тригалометаны мутность \\\n", + "0 564.308654 10.379783 86.990970 2.963135 \n", + "1 592.885359 15.180013 56.329076 4.500656 \n", + "\n", + " пригодность к питью \n", + "0 0 \n", + "1 0 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3 = df2.copy(deep=True)\n", + "# Заготовим словарь с переводом колонок\n", + "column_translation = {\n", + " 'ph': 'водородный показатель',\n", + " 'hardness': 'жесткость',\n", + " 'solids': 'твердые частицы',\n", + " 'chloramines': 'хлорамины',\n", + " 'sulfate': 'сульфат',\n", + " 'conductivity': 'проводимость',\n", + " 'organic_carbon': 'органический углерод',\n", + " 'trihalomethanes': 'тригалометаны',\n", + " 'turbidity': 'мутность',\n", + " 'potability': 'пригодность к питью'\n", + "}\n", + "df3.columns = [\n", + " f\"{column_translation.get(col, col)}\" \n", + " for col in df3.columns\n", + "]\n", + "df3.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8a8424b1-7ba5-49a8-957e-40b48b055ff6", + "metadata": {}, + "outputs": [], + "source": [ + "# Создаем новый признак: \"Чрезвычайно высокий уровень органического углерода\" (>25)\n", + "df3['высокий уровень органического углерода'] = (df3['органический углерод'] > 25).astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "de8c1373-78e7-49c8-8401-a2fcf71d4fef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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207514.000000235.67745824008.9920405.635029381.097711460.74526713.45253872.8594683.17099400
286813.541240187.60679213475.9127736.756055333.775777411.26446515.14266774.4485593.52919100
289513.349889152.77645518464.9007756.717973334.864070450.84636917.19256485.8835232.53107500
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины \\\n", + "263 13.175402 47.432000 19237.949676 8.907020 \n", + "2075 14.000000 235.677458 24008.992040 5.635029 \n", + "2868 13.541240 187.606792 13475.912773 6.756055 \n", + "2895 13.349889 152.776455 18464.900775 6.717973 \n", + "\n", + " сульфат проводимость органический углерод тригалометаны мутность \\\n", + "263 375.147315 500.245952 12.083896 66.622485 4.106924 \n", + "2075 381.097711 460.745267 13.452538 72.859468 3.170994 \n", + "2868 333.775777 411.264465 15.142667 74.448559 3.529191 \n", + "2895 334.864070 450.846369 17.192564 85.883523 2.531075 \n", + "\n", + " пригодность к питью высокий уровень органического углерода \n", + "263 1 0 \n", + "2075 0 0 \n", + "2868 0 0 \n", + "2895 0 0 " + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3[(df3['водородный показатель'] >= 13)].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "c749d71b-1f53-4e6a-8f7b-803eef90dbc6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [водородный показатель, жесткость, твердые частицы, хлорамины, сульфат, проводимость, органический углерод, тригалометаны, мутность, пригодность к питью, высокий уровень органического углерода]\n", + "Index: []" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Удаляем явные выбросы в pH\n", + "df3 = df3[(df3['водородный показатель'] > 0) & (df3['водородный показатель'] <= 13)]\n", + "df3[(df3['водородный показатель'] >= 13) | (df3['водородный показатель'] == 0)].head()" + ] + }, + { + "cell_type": "markdown", + "id": "126a6de3-c893-4211-b496-9f0a0798b413", + "metadata": {}, + "source": [ + "___\n", + "# №4" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "4913b66c-953f-45bb-8ac3-97ab96a729a0", + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "cbe19125-f052-4188-9c0a-120a100cc280", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbiditypotabilityturbidity_levelturbidity_level_encoded
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350low1
13.716080129.42292118630.0578586.635246333.775777592.88535915.18001356.3290764.5006560high0
28.099124224.23625919909.5417329.275884333.775777418.60621316.86863766.4200933.0559340low1
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710high0
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750high0
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080low1
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890low1
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250high0
87.036752118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170low1
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620high0
107.360640165.52079732452.6144097.550701326.624353425.38341915.58681078.7400163.6622920low1
117.974522218.69330018767.6566828.110385333.775777364.09823014.52574676.4859114.0117180high0
127.119824156.70499318730.8136533.606036282.344050347.71502715.92953679.5007783.4457560low1
137.036752150.17492327331.3619626.838223299.415781379.76183519.37080776.5099964.4139740high0
147.496232205.34498228388.0048875.072558333.775777444.64535213.22831170.3002134.7773820high0
156.347272186.73288141065.2347659.629596364.487687516.74328211.53978175.0716174.3763480high0
167.051786211.04940630980.60078710.094796333.775777315.14126720.39702256.6516044.2684290high0
179.181560273.81380724041.3262806.904990398.350517477.97464213.38734171.4573624.5036610high0
188.975464279.35716719460.3981316.204321333.775777431.44399012.88875963.8212372.4360860low1
197.371050214.49661025630.3200374.432669335.754439469.91455112.50916462.7972772.5602990low1
207.036752227.43504822305.56741410.333918333.775777554.82008616.33169345.3828154.1334230high0
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" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "5 5.584087 188.313324 28748.687739 7.544869 326.678363 \n", + "6 10.223862 248.071735 28749.716544 7.513408 393.663396 \n", + "7 8.635849 203.361523 13672.091764 4.563009 303.309771 \n", + "8 7.036752 118.988579 14285.583854 7.804174 268.646941 \n", + "9 11.180284 227.231469 25484.508491 9.077200 404.041635 \n", + "10 7.360640 165.520797 32452.614409 7.550701 326.624353 \n", + "11 7.974522 218.693300 18767.656682 8.110385 333.775777 \n", + "12 7.119824 156.704993 18730.813653 3.606036 282.344050 \n", + "13 7.036752 150.174923 27331.361962 6.838223 299.415781 \n", + "14 7.496232 205.344982 28388.004887 5.072558 333.775777 \n", + "15 6.347272 186.732881 41065.234765 9.629596 364.487687 \n", + "16 7.051786 211.049406 30980.600787 10.094796 333.775777 \n", + "17 9.181560 273.813807 24041.326280 6.904990 398.350517 \n", + "18 8.975464 279.357167 19460.398131 6.204321 333.775777 \n", + "19 7.371050 214.496610 25630.320037 4.432669 335.754439 \n", + "20 7.036752 227.435048 22305.567414 10.333918 333.775777 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity potability \\\n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "5 280.467916 8.399735 54.917862 2.559708 0 \n", + "6 283.651634 13.789695 84.603556 2.672989 0 \n", + "7 474.607645 12.363817 62.798309 4.401425 0 \n", + "8 389.375566 12.706049 53.928846 3.595017 0 \n", + "9 563.885481 17.927806 71.976601 4.370562 0 \n", + "10 425.383419 15.586810 78.740016 3.662292 0 \n", + "11 364.098230 14.525746 76.485911 4.011718 0 \n", + "12 347.715027 15.929536 79.500778 3.445756 0 \n", + "13 379.761835 19.370807 76.509996 4.413974 0 \n", + "14 444.645352 13.228311 70.300213 4.777382 0 \n", + "15 516.743282 11.539781 75.071617 4.376348 0 \n", + "16 315.141267 20.397022 56.651604 4.268429 0 \n", + "17 477.974642 13.387341 71.457362 4.503661 0 \n", + "18 431.443990 12.888759 63.821237 2.436086 0 \n", + "19 469.914551 12.509164 62.797277 2.560299 0 \n", + "20 554.820086 16.331693 45.382815 4.133423 0 \n", + "\n", + " turbidity_level turbidity_level_encoded \n", + "0 low 1 \n", + "1 high 0 \n", + "2 low 1 \n", + "3 high 0 \n", + "4 high 0 \n", + "5 low 1 \n", + "6 low 1 \n", + "7 high 0 \n", + "8 low 1 \n", + "9 high 0 \n", + "10 low 1 \n", + "11 high 0 \n", + "12 low 1 \n", + "13 high 0 \n", + "14 high 0 \n", + "15 high 0 \n", + "16 high 0 \n", + "17 high 0 \n", + "18 low 1 \n", + "19 low 1 \n", + "20 high 0 " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import LabelEncoder, OneHotEncoder\n", + "\n", + "# Копируем датасет\n", + "df4 = df2.copy(deep=True)\n", + "\n", + "## One-Hot Encoding для 'Turbidity' (низкая/высокая)\n", + "df4['turbidity_level'] = df4['turbidity'].apply(lambda x: 'low' if x < 4 else 'high')\n", + "\n", + "ohe = OneHotEncoder(sparse_output=False, drop='first') # drop='first' → избежим дублирования информации\n", + "turbidity_encoded = ohe.fit_transform(df4[['turbidity_level']])\n", + "\n", + "# Добавляем закодированные столбцы в датафрейм\n", + "df4[['turbidity_level_encoded']] = turbidity_encoded.astype(int)\n", + "#df4.drop(columns=['turbidity_level'], inplace=True)\n", + "\n", + "# Проверяем изменения\n", + "df4.head(21)" + ] + }, + { + "cell_type": "markdown", + "id": "19286783-4b81-4de1-bc9d-c5307aaf5eb2", + "metadata": {}, + "source": [ + "___\n", + "# №5" + ] + }, + { + "cell_type": "markdown", + "id": "eeb8af78-2c86-4699-ae77-3cecaf302e8b", + "metadata": {}, + "source": [ + "## Гистограммы распределения\n", + "Гистограммы показывают распределение значений числовых признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "ca7b6281-6b12-49c8-ad0e-b8f24d76e543", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['potability', 'turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "df4_filtered.hist(figsize=(12, 8), bins=40, edgecolor='black')\n", + "plt.suptitle(\"Распределение признаков\", fontsize=16)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4d1f246b-8ab6-40c5-88a9-8b748fee29f4", + "metadata": {}, + "source": [ + "## Boxplot\n", + "Boxplot помогает выявить выбросы и увидеть распределение данных по квартилям(по четырём равным частям)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "25e08e53-d9f8-4597-b5f4-076fd94ad609", + "metadata": {}, + "outputs": [], + "source": [ + "# plt.title(\"Boxplot распределения признаков\")\n", + "\n", + "fig, ax = plt.subplots(9, 1, figsize=(10, 20))\n", + "fig.subplots_adjust(hspace=0.75)\n", + "columns_name = df4.columns[:9]\n", + "for i in range(9) :\n", + " sns.boxplot(x=df4[columns_name[i]], ax=ax[i])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6372a747-b1ff-4bf2-aad2-528f07f2e61b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7dfe93a5-d666-4d99-aa4e-a0ffecf2488b", + "metadata": {}, + "source": [ + "## Матрица корреляций\n", + "Позволяет оценить взаимосвязи между переменными." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ca6d9dde-d5ad-4d7c-bb87-aad50abc0b6c", + "metadata": {}, + "outputs": [], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.heatmap(df4.drop(columns=['turbidity_level']).corr(), annot=True, cmap=\"coolwarm\", fmt=\".2f\", linewidths=0.5)\n", + "plt.title(\"Матрица корреляций\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8cac80dc-dd78-4449-84e5-b4ecbb350b85", + "metadata": {}, + "source": [ + "## Парные диаграммы\n", + "Отображает распределение и взаимосвязь признаков." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "626c96e9-3c7b-475b-8b31-e16c26395402", + "metadata": {}, + "outputs": [], + "source": [ + "columns_to_exclude = ['turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "sns.pairplot(df4_filtered, hue=\"potability\", corner=True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "0e685fe5-871d-4647-a75a-84539605feed", + "metadata": {}, + "source": [ + "## Диаграмма рассеяния" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e1c0b5e8-0940-45a8-ba03-4b712fa20340", + "metadata": {}, + "outputs": [], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='turbidity', y='organic_carbon', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь мутности и органического углерода с пригодностью воды\")\n", + "plt.xlabel(\"Мутность (Turbidity)\")\n", + "plt.ylabel(\"Органический углерод (Organic Carbon)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='hardness', y='conductivity', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь жесткости и проводимости с пригодностью воды\")\n", + "plt.xlabel(\"Жесткость воды (Hardness)\")\n", + "plt.ylabel(\"Проводимость (Conductivity)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='ph', y='potability', alpha=0.5, color=\"purple\")\n", + "plt.title(\"Зависимость pH от пригодности воды\")\n", + "plt.xlabel(\"pH\")\n", + "plt.ylabel(\"Пригодность к питью (0 - нет, 1 - да)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c84f59c6-c486-44f2-bbc7-4abe405505e9", + "metadata": {}, + "outputs": [], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "707e19a4-343f-46fb-a10b-352a5ffda6d4", + "metadata": {}, + "source": [ + "___\n", + "# №6" + ] + }, + { + "cell_type": "markdown", + "id": "d8012d87-7db3-4364-a8a3-f8c731162736", + "metadata": {}, + "source": [ + "### Удаление признаков с низкой дисперсией" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dcdfff49-6bbf-4c04-ad2b-6dc4558b8ff8", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Создание объекта для удаления признаков с низкой дисперсией\n", + "selector = VarianceThreshold(threshold=0.01) # Устанавливаем порог дисперсии (например, 0.01)\n", + "\n", + "# Применяем фильтр к данным\n", + "df2_filtered = df2[df2.columns[selector.fit(df2).get_support()]] # Оставляем только признаки с высокой дисперсией\n", + "print(df2_filtered.columns) # Печатаем имена оставшихся столбцов" + ] + }, + { + "cell_type": "markdown", + "id": "9fb3797c-cb7e-4d2f-a796-f540d8a60209", + "metadata": {}, + "source": [ + "### Одномерный отбор признаков" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8f24f758-1ebd-4741-afac-e51c20b309c5", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_classif\n", + "\n", + "# Отбор признаков, используя критерий f_classif\n", + "X = df2.drop(columns=[\"potability\"]) # Признаки (все столбцы, кроме целевой переменной)\n", + "y = df2[\"potability\"] # Целевая переменная\n", + "\n", + "# Применяем SelectKBest\n", + "selector = SelectKBest(f_classif, k=5) # Отбираем 5 лучших признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим имена выбранных признаков\n", + "selected_columns = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_columns)\n" + ] + }, + { + "cell_type": "markdown", + "id": "797f6113-b44f-43cc-a488-e7530a16eafe", + "metadata": {}, + "source": [ + "### Рекурсивное исключение признаков" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b2e7a98e-b438-4192-a93d-74c62a29667d", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LogisticRegression\n", + "\n", + "# Признаки и целевая переменная\n", + "X = df2.drop(columns=[\"potability\"])\n", + "y = df2[\"potability\"]\n", + "\n", + "model = LogisticRegression(max_iter=2000)\n", + "selector = RFE(model, n_features_to_select=5) # Выбираем 5 признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "selected_columns_rfe = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки после RFE:\", selected_columns_rfe)\n", + "# Преобразуем данные обратно в DataFrame с исходными именами колонок\n", + "X_new_df = pd.DataFrame(X_new, columns=selected_columns_rfe)\n", + "X_new_df" + ] + }, + { + "cell_type": "markdown", + "id": "ce903807-038b-4f3f-a736-5e91b9ef857c", + "metadata": {}, + "source": [ + "___\n", + "# №7" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dc6f77de-b579-4933-8e76-1d31944ee2b9", + "metadata": {}, + "outputs": [], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a26ab089-0231-4dd7-907e-49722314d571", + "metadata": {}, + "source": [ + "___\n", + "# №8" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8de7381d-bcac-4ed1-acb1-37bd104890fd", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "X = df4.drop(columns=[\"potability\", \"turbidity_level_encoded\", \"turbidity_level\"]) # Убираем целевой признак, оставляем только признаки\n", + "y = df4[\"potability\"]\n", + "\n", + "# Разбиение на 80% train и 20% test\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42, stratify=y)\n", + "\n", + "# Вывод размеров получившихся выборок\n", + "print(f\"Размер X_train: {X_train.shape}\")\n", + "print(f\"Размер X_test: {X_test.shape}\")\n", + "print(f\"Размер y_train: {y_train.shape}\")\n", + "print(f\"Размер y_test: {y_test.shape}\")\n", + "print(\"Обучающая выборка X:\")\n", + "print(X_train)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test)\n", + "print(\"\\nОбучающая выборка y:\")\n", + "print(y_train)\n", + "print(\"\\nТестовая выборка y:\")\n", + "print(y_test)" + ] + }, + { + "cell_type": "markdown", + "id": "30a67195-1a78-4cd7-9bc3-a25d19e203b1", + "metadata": {}, + "source": [ + "___\n", + "# №9" + ] + }, + { + "cell_type": "markdown", + "id": "fa0d1354-b543-4b3b-9340-54e4a0547d54", + "metadata": {}, + "source": [ + "Большая разницы дипозонов может повлиять на работу моделей." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d7dc5bda-12cd-463b-ac3a-af36cb966a35", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "\n", + "scaler = MinMaxScaler()\n", + "X_train_scaled = scaler.fit_transform(X_train) # Обучаем на train и трансформируем\n", + "X_test_scaled = scaler.transform(X_test) # Применяем те же параметры к test\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6fdeb591-760a-4199-b27f-656116a2b537", + "metadata": {}, + "outputs": [], + "source": [ + "print(\"Обучающая выборка X:\")\n", + "print(X_train_scaled)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test_scaled)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1e388ce5-bf43-40c7-b930-43a514ac1194", + "metadata": {}, + "outputs": [], + "source": [ + "# Преобразуем нормализованные данные обратно в DataFrame с исходными именами колонок\n", + "X_train_scaled_df = pd.DataFrame(X_train_scaled, columns=X.columns)\n", + "\n", + "# Теперь ты можешь увидеть нормализованные данные с названиями столбцов\n", + "X_train_scaled_df" + ] + }, + { + "cell_type": "markdown", + "id": "ab8e575d-5e81-401a-865a-c64a8ac99f67", + "metadata": {}, + "source": [ + "___\n", + "# Лабораторная работа 2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "baadf589-f410-490f-a02e-68c63fc3347c", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "\n", + "\n", + "# К-ближайших соседей\n", + "knn = KNeighborsClassifier(n_neighbors=5)\n", + "# Обучение модели\n", + "knn.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_knn = knn.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_knn = accuracy_score(y_test, y_pred_knn)\n", + "print(f\"Точность K-ближайших соседей: {accuracy_knn:.4f}\")\n", + "\n", + "# Дерево решений\n", + "dt = DecisionTreeClassifier(random_state=42)\n", + "# Обучение модели\n", + "dt.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_dt = dt.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_dt = accuracy_score(y_test, y_pred_dt)\n", + "print(f\"Точность дерева решений: {accuracy_dt:.4f}\")\n", + "\n", + "# Случайный лес\n", + "rf = RandomForestClassifier(random_state=42)\n", + "# Обучение модели\n", + "rf.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_rf = rf.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_rf = accuracy_score(y_test, y_pred_rf)\n", + "print(f\"Точность случайного леса: {accuracy_rf:.4f}\")\n", + "\n", + "# # Градиентный бустинг\n", + "# catboost_model = CatBoostClassifier(iterations=500, learning_rate=0.1, depth=6, random_state=42, verbose=200)\n", + "# # Обучение модели\n", + "# catboost_model.fit(X_train, y_train)\n", + "# # Прогноз на тестовых данных\n", + "# y_pred_catboost = catboost_model.predict(X_test)\n", + "# # Оценка точности\n", + "# accuracy_catboost = accuracy_score(y_test, y_pred_catboost)\n", + "# print(f\"Точность градиентного бустинга (CatBoost): {accuracy_catboost:.4f}\")\n", + "\n", + "# Нейронные сети\n", + "mlp = MLPClassifier(hidden_layer_sizes=(100,), max_iter=500, random_state=42)\n", + "# Обучение модели\n", + "mlp.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_mlp = mlp.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_mlp = accuracy_score(y_test, y_pred_mlp)\n", + "print(f\"Точность нейронной сети: {accuracy_mlp:.4f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "21e21e6f-74b1-4b3b-a7ad-bfd0f8b2fb63", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/.ipynb_checkpoints/water_potability-checkpoint.csv b/.ipynb_checkpoints/water_potability-checkpoint.csv new file mode 100644 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"import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.read_excel(r\"C:\\Users\\Cyber\\Downloads\\daily-weather-dataset_chronological-order.xlsx\", sheet_name=\"daily\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy(Inverters)
6322017-10-250.2310.005.872.8982.335.5629.0429.8313737NaN
6332017-10-260.0110.0010.595.3272.749.6128.9729.7627465NaN
6342017-10-270.8910.005.790.0467.3713.6229.0829.8715797NaN
6352017-10-280.999.673.43-0.1177.879.6729.1529.946400NaN
6362017-10-290.5810.004.96-0.9067.585.5329.0729.868537NaN
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" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "632 2017-10-25 0.23 10.00 5.87 2.89 \n", + "633 2017-10-26 0.01 10.00 10.59 5.32 \n", + "634 2017-10-27 0.89 10.00 5.79 0.04 \n", + "635 2017-10-28 0.99 9.67 3.43 -0.11 \n", + "636 2017-10-29 0.58 10.00 4.96 -0.90 \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "632 82.33 5.56 29.04 29.83 13737 \n", + "633 72.74 9.61 28.97 29.76 27465 \n", + "634 67.37 13.62 29.08 29.87 15797 \n", + "635 77.87 9.67 29.15 29.94 6400 \n", + "636 67.58 5.53 29.07 29.86 8537 \n", + "\n", + " (Inverters) \n", + "632 NaN \n", + "633 NaN \n", + "634 NaN \n", + "635 NaN \n", + "636 NaN " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy(Inverters)
02016-02-010.109.453.110.3279.464.7029.2330.0220256NaN
12016-02-020.803.946.996.2293.6013.2928.9129.701761NaN
22016-02-030.878.701.620.0285.0016.7329.0329.822775NaN
32016-02-040.3710.00-2.47-5.8974.529.4629.4630.2628695NaN
42016-02-050.529.21-2.00-4.1582.035.9229.5530.359517NaN
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" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 2016-02-01 0.10 9.45 3.11 0.32 \n", + "1 2016-02-02 0.80 3.94 6.99 6.22 \n", + "2 2016-02-03 0.87 8.70 1.62 0.02 \n", + "3 2016-02-04 0.37 10.00 -2.47 -5.89 \n", + "4 2016-02-05 0.52 9.21 -2.00 -4.15 \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "0 79.46 4.70 29.23 30.02 20256 \n", + "1 93.60 13.29 28.91 29.70 1761 \n", + "2 85.00 16.73 29.03 29.82 2775 \n", + "3 74.52 9.46 29.46 30.26 28695 \n", + "4 82.03 5.92 29.55 30.35 9517 \n", + "\n", + " (Inverters) \n", + "0 NaN \n", + "1 NaN \n", + "2 NaN \n", + "3 NaN \n", + "4 NaN " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(637, 11)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape показывает размерность датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7007" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size показывает количество элементов в датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date 637\n", + "Cloud coverage 637\n", + "Visibility 637\n", + "Temperature 637\n", + "Dew point 637\n", + "Relative humidity 637\n", + "Wind speed 637\n", + "Station pressure 637\n", + "Altimeter 637\n", + "Solar energy 637\n", + "(Inverters) 0\n", + "dtype: int64" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 637 entries, 0 to 636\n", + "Data columns (total 11 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Date 637 non-null datetime64[ns]\n", + " 1 Cloud coverage 637 non-null float64 \n", + " 2 Visibility 637 non-null float64 \n", + " 3 Temperature 637 non-null float64 \n", + " 4 Dew point 637 non-null float64 \n", + " 5 Relative humidity 637 non-null float64 \n", + " 6 Wind speed 637 non-null float64 \n", + " 7 Station pressure 637 non-null float64 \n", + " 8 Altimeter 637 non-null float64 \n", + " 9 Solar energy 637 non-null int64 \n", + " 10 (Inverters) 0 non-null float64 \n", + "dtypes: datetime64[ns](1), float64(9), int64(1)\n", + "memory usage: 54.9 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date datetime64[ns]\n", + "Cloud coverage float64\n", + "Visibility float64\n", + "Temperature float64\n", + "Dew point float64\n", + "Relative humidity float64\n", + "Wind speed float64\n", + "Station pressure float64\n", + "Altimeter float64\n", + "Solar energy int64\n", + "(Inverters) float64\n", + "dtype: object" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy(Inverters)
0FalseFalseFalseFalseFalseFalseFalseFalseFalseFalseTrue
1FalseFalseFalseFalseFalseFalseFalseFalseFalseFalseTrue
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" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 False False False False False \n", + "1 False False False False False \n", + "2 False False False False False \n", + "3 False False False False False \n", + "4 False False False False False \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "0 False False False False False \n", + "1 False False False False False \n", + "2 False False False False False \n", + "3 False False False False False \n", + "4 False False False False False \n", + "\n", + " (Inverters) \n", + "0 True \n", + "1 True \n", + "2 True \n", + "3 True \n", + "4 True " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date 0\n", + "Cloud coverage 0\n", + "Visibility 0\n", + "Temperature 0\n", + "Dew point 0\n", + "Relative humidity 0\n", + "Wind speed 0\n", + "Station pressure 0\n", + "Altimeter 0\n", + "Solar energy 0\n", + "(Inverters) 637\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "637\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() # Подсчитаем сколько всего пропусков (во всех столбцах) в нашем датафрейме\n", + "print(proc) # Отобразим количество посчитанных пропусков" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "9.1%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(data)\n", + "# Функция для удаления выбросов по IQR\n", + "def remove_outliers(df, column):\n", + " Q1 = df[column].quantile(0.25)\n", + " Q3 = df[column].quantile(0.75)\n", + " IQR = Q3 - Q1\n", + " lower_bound = Q1 - 1.5 * IQR\n", + " upper_bound = Q3 + 1.5 * IQR\n", + " return df[(df[column] >= lower_bound) & (df[column] <= upper_bound)]\n", + "\n", + "# Удаляем выбросы из указанных столбцов\n", + "columns_to_clean = [\"Cloud coverage\"]\n", + "for col in columns_to_clean:\n", + " df = remove_outliers(df, col)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "df = df.dropna(axis=1, how='all')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy
02016-02-010.109.453.110.3279.464.7029.2330.0220256
12016-02-020.803.946.996.2293.6013.2928.9129.701761
22016-02-030.878.701.620.0285.0016.7329.0329.822775
32016-02-040.3710.00-2.47-5.8974.529.4629.4630.2628695
42016-02-050.529.21-2.00-4.1582.035.9229.5530.359517
.................................
6322017-10-250.2310.005.872.8982.335.5629.0429.8313737
6332017-10-260.0110.0010.595.3272.749.6128.9729.7627465
6342017-10-270.8910.005.790.0467.3713.6229.0829.8715797
6352017-10-280.999.673.43-0.1177.879.6729.1529.946400
6362017-10-290.5810.004.96-0.9067.585.5329.0729.868537
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy
Month
12017-01-16 00:00:00.0000000000.6877427.6809680.146452-1.62838784.66516110.52838728.89096829.9958066997.387097
22016-08-12 13:03:09.4736842240.4236848.6605262.729649-1.01350973.32771911.01859628.31298230.00052618253.228070
32016-09-14 12:00:00.0000000000.5425819.0974197.2591942.61387171.47209711.13419428.80919430.05290320158.129032
42016-10-15 00:00:00.0000000000.3966679.20300013.0061676.92300066.40216710.91500028.44316729.97316722788.183333
52016-11-14 12:00:00.0000000000.4464529.30354816.79064510.73645268.3985489.84822628.84225829.93838725069.661290
62016-12-15 00:00:00.0000000000.2196679.82500023.39783315.83433362.5236678.04200028.80583329.96283327298.333333
72017-01-14 12:00:00.0000000000.2783879.30790323.75451620.10048477.9798395.84403229.00354830.01354825919.580645
82017-02-14 12:00:00.0000000000.3011299.26354822.40758119.08854878.0800005.18725828.92629030.03580626099.193548
92017-03-17 00:00:00.0000000000.2541679.38850020.63000015.53900071.8623336.07766728.92500030.06333326273.516667
102017-04-09 22:24:00.0000000000.4481679.26666715.29383310.98633375.5728338.21466729.10383330.06516717878.600000
112016-11-15 12:00:00.0000000000.3146679.0133338.1016675.13733378.2473338.32100028.96933330.11333315866.566667
122016-12-16 00:00:00.0000000000.4148398.570645-1.561613-4.19419466.08000010.14290324.26806530.1587109431.903226
\n", + "
" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature \\\n", + "Month \n", + "1 2017-01-16 00:00:00.000000000 0.687742 7.680968 0.146452 \n", + "2 2016-08-12 13:03:09.473684224 0.423684 8.660526 2.729649 \n", + "3 2016-09-14 12:00:00.000000000 0.542581 9.097419 7.259194 \n", + "4 2016-10-15 00:00:00.000000000 0.396667 9.203000 13.006167 \n", + "5 2016-11-14 12:00:00.000000000 0.446452 9.303548 16.790645 \n", + "6 2016-12-15 00:00:00.000000000 0.219667 9.825000 23.397833 \n", + "7 2017-01-14 12:00:00.000000000 0.278387 9.307903 23.754516 \n", + "8 2017-02-14 12:00:00.000000000 0.301129 9.263548 22.407581 \n", + "9 2017-03-17 00:00:00.000000000 0.254167 9.388500 20.630000 \n", + "10 2017-04-09 22:24:00.000000000 0.448167 9.266667 15.293833 \n", + "11 2016-11-15 12:00:00.000000000 0.314667 9.013333 8.101667 \n", + "12 2016-12-16 00:00:00.000000000 0.414839 8.570645 -1.561613 \n", + "\n", + " Dew point Relative humidity Wind speed Station pressure Altimeter \\\n", + "Month \n", + "1 -1.628387 84.665161 10.528387 28.890968 29.995806 \n", + "2 -1.013509 73.327719 11.018596 28.312982 30.000526 \n", + "3 2.613871 71.472097 11.134194 28.809194 30.052903 \n", + "4 6.923000 66.402167 10.915000 28.443167 29.973167 \n", + "5 10.736452 68.398548 9.848226 28.842258 29.938387 \n", + "6 15.834333 62.523667 8.042000 28.805833 29.962833 \n", + "7 20.100484 77.979839 5.844032 29.003548 30.013548 \n", + "8 19.088548 78.080000 5.187258 28.926290 30.035806 \n", + "9 15.539000 71.862333 6.077667 28.925000 30.063333 \n", + "10 10.986333 75.572833 8.214667 29.103833 30.065167 \n", + "11 5.137333 78.247333 8.321000 28.969333 30.113333 \n", + "12 -4.194194 66.080000 10.142903 24.268065 30.158710 \n", + "\n", + " Solar energy \n", + "Month \n", + "1 6997.387097 \n", + "2 18253.228070 \n", + "3 20158.129032 \n", + "4 22788.183333 \n", + "5 25069.661290 \n", + "6 27298.333333 \n", + "7 25919.580645 \n", + "8 26099.193548 \n", + "9 26273.516667 \n", + "10 17878.600000 \n", + "11 15866.566667 \n", + "12 9431.903226 " + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#3 Для прогнозирования солнечной генерации применена группировка по месяцу и времени года – чтобы учитывать сезонность выработки.\n", + "df[\"Date\"] = pd.to_datetime(df[\"Date\"]) # Преобразуем столбец 'Date' в формат datetime\n", + "df[\"Month\"] = df[\"Date\"].dt.month # Добавляем столбец 'Month' для группировки по месяцам\n", + "df_monthly = df.groupby(\"Month\").mean() # Группируем по месяцу и вычисляем средние значения\n", + "df_monthly" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "#5\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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RnmlbpTztlfLE5KytUhFt+FONJtC2irP3e6q2Slnb6YCro3UNlIH2ZtFGyEcffVRsvZ4h0eFrdlo4W2de0KE9FVEcuuQZjKIHYu1NYj942gt2a68LHZpXGp2RQmM8XeLM/rz6Wtpgsp9ROx0tUKgHWmdn1Yo+p3bt1mKVzg72Jen+Lfmeiha/LkmLk+sBevDgwad8fX3/2n34bIYYlpX9zKR+H8ry2ZyL74vSouH2AtMVFZP+v9CG3ZtvvulYp41se480u9PtZz3rVnJ7e5KzLOzffU1MVtb+BQC4D/swKi2wrXTmUm2H6HDuor2RdIYz+/12a9euNQWXtXC1DknSoXE6SYW9103RJIEOLy/aVtLjrjrV5A560kwnoNiyZctJ92ksmuiwn9g61+0VjUX3hSZFrG6r6D6xn1CsiJjK2oY/07aKvddayR5ozpxpOx1wddREAspAzzKUPIOitXVK1o257rrrzDAx7SlTET1GSs62VfSAqH9k6ywPSseU6wFKp6e1N5KK0m7BJWPX96Rdu0/n2muvNdvpLGEl49fbOq67aCNNx65rr67TnU3ROjzaINCzQSXpczg7SJfV4sWLTQ+lf/3rX6dsDOjr6+f2wQcfOB2eZZ/xS+lnqQ057VpdXprc0JpKOhOIs8RIyc+mImiSreh3U2c60eSm/ftSUTE5+3+htahK9iLSmd+Us89Wv7clp/TVbuun6olUkvak0kaZnmnUxGh53wsAwPPocUGHxeuwNPtwNZ0ZV48xJdtqOiubth3sx0p9rNYZ0qFv2pNJeznrzF6PPPKI09cq+nx6bNTberJGT1qd6hh66aWXmnZL0SFv+hrTp083M4zah2Sf7jiqw6C0rXI2w8g1Fm3DajtOZxOujGOpttmK1iTSoXu6L3SfaDwVFVNZ2/CltVV0pjl77U/1/fffm5jL4kzb6YCroycSUAaabLGfidLpPvUslA7HKnn2QYsMasJn5MiR5g93nSJUkxJ6xksLMmrBwPLQrrfamNDX18bFuHHjzHAjLTKs9GzVhx9+aBo+2lVbt9N6NnqA1MLC2gj57rvvTCxa/0mnidWzZQsWLHC8hv2gpmfd9MCuw5P0gKdDybR3jzZwtPijnhXSMeVaeFynQdUhUfr+tKuwPlZf53S0KKXWKtJaOnpWTxsL2sjSM1J6UNeGmhYOLw9tKOoQvdOd5bn99ttNbaB77rnH7BvtEaWNSW2A6Xrttm7voaUNQE2g6XZnU1xb97l+fjqMTj8z/d7o56j7ed++faZnVEXS74a+3r333mumltXvi4771+mDKzIm/X+hw8j0jGyrVq3MY/W7ULLGgPYM00bca6+9Zhq5WuRSaxhpMkvP6upnoQ1F/ez0dfUzKHp28HT0uz1x4kTzuXbq1MkMpdMzmPHx8fLDDz+Yz9dZUhcA4Hl0+L29R5HWy9FkjLYvdBp6e0JGCzVrz5Rnn33WtG3at29v2g+awNAhTvZeI9r+0XbK/PnzTdtHe3/rFPDPPfecaadoMspO6yXNnTvX9M7VYfgahx6DnnnmmdPWddTX0CLgejzWdqIOwdYTPHrsfv3118t0HNX2mLb7dHj52RTX1hNw2t7R+LVdoMd1nYhDEz16bNflitSmTRtzIkgLlev70ZpFSttdFRlTWdvw+rnrxCCTJk0yn7cmlfR1tTe+tlX0BO6AAQPMyUitgaplE+zfldKUtZ0OuA2rp4cDrGSfFlWn9TwdnR700UcfNdOM6vTp5513npnKvOTUnvbpOp999lkzZWdAQIAtJibGTBtrn77VPg37G2+8cdLrtG7d2ulUoZ9//rmZZlanrNfX12ljdSrUklatWmW79tprbZGRkWbqUp2S9MYbb7TNnz+/2GuXdik5jelXX31lplbX6WD10qJFC9v9999v27Jli7lfp7XVqWjnzp17Ukw6la2zn5r333/f1rlzZ/N+dCpbnW7+iSeeMFPb2mn8+l5L0tcu+Zx6W6eWXbFiRbH1zj4jnZL2tddeM/tb91P16tVNLC+++KItLS3tpNidTal7KjqVr7Np6/XzHzJkiPk+6Peibt26tiuuuML25Zdflvp9tMdRdJpgpZ+Tfh52Rb9bb775pi02Nta8v/PPP9+2Zs2ak2I9m5jUkSNHbMOGDbPVrFnTVrVqVTN17ebNm51OhfvBBx+YKW/9/PyK7VOddvfJJ580zxESEmKeQ6dXLvkcpf1f1efTx+qUvzpFcFxcnO2OO+4oNn0wAMAz2Y8RRS96LOjQoYNt4sSJxaZVV0ePHrU98sgjtjp16pjjn06/rsdO+3balvD39zftm6Ly8vJsXbt2NY/TY2DRY7EeUy+99FJzLIuOjjbH7pJTyztrH6xcudIcv/Q4qo+98MILbYsWLTrpPZ7qOGp/786mpj8djbnksToxMdG0sbT9YG/DXnzxxabNVrJtOmvWLKefQVnaMHpbX+fTTz81+17bKh07dnTa3jqbmM60Df/f//7X1qpVK/PZl9yn2q7SdpLGqs+h7YuSz3G6OMrSTgfchY/+Y3UiC4Bz2lNIz5ZpD53y9s4pSs+46RkV7Ul0qjH6Op2tbqfdtuFe7J+vFm7UHmIAAODc0t4/2kvF2TAlOKfDBu+//356CgNuippIAAAAAAAAKBU1kQAvogWvb7311tMWvtYx/1pEEgAAAACAokgiAV5EixVrIcDSZmQDAAAAAKAkaiIBAAAAAACgVNREAgAAAAAAQKlIIgEAAAAAAKBU1ERyoqCgQA4cOCBhYWFmCkoAAOCadFT+0aNHzYQAvr6cG7MS7ScAADy//UQSyQltAMXGxlodBgAAKKO9e/dKvXr1rA7Dq9F+AgDA89tPLpFEmjBhgrzxxhuSkJAg7du3l3feeUe6det2yu1nzZolzz//vOzevVuaNm0qr732mlx++eWO+++44w6ZOnVqscf0799f5s6dW6Z49AyafYeGh4eX+30BAIBzKz093SQu7MduWIf2EwAAnt9+sjyJNHPmTBk5cqRMmjRJunfvLuPGjTMJny1btkhUVNRJ2y9atEhuvvlmGTNmjFxxxRUyffp0GTRokKxcuVLatGnj2G7AgAEyefJkx+2goKAyx2Tvgq0NIBpBAAC4PoZPWY/2EwAA7qU87Scfmw6Gs5Amjrp27SrvvvuuYzy9ZsQefPBBeeqpp07afvDgwZKRkSHff/+9Y12PHj2kQ4cOJhFl74mUmpoqs2fPLlMM2dnZ5lIyK5eWlkYjCAAAF6bH7IiICI7ZLoDPAgAAzz9mW1qBMicnR1asWCH9+vX7X0C+vub24sWLnT5G1xfdXmnPpZLbL1iwwPRkat68udx7771y6NChU8ahvZp0B9ovjOcHAAAAAABwoSRSSkqK5OfnS3R0dLH1elvrIzmj60vbXoeyTZs2TebPn2/qJS1cuFAuu+wy81rOPP300yYDZ7/oWH4AAAAAAAC4UE2kc+Gmm25yLLdt21batWsncXFxpnfSxRdffNL2Wi/pTGomAQAAAAAAeBtLeyLVrFlT/Pz8JDExsdh6vR0TE+P0Mbr+TLZXjRs3Nq+1ffv2CoocAAAAAADAu1iaRAoMDJTOnTubYWd2Wlhbb/fs2dPpY3R90e3VvHnzTrm92rdvn6mJVLt27QqMHgAAAAAAwHtYmkRSI0eOlA8++ECmTp0qmzZtMkWwdfa1YcOGmfuHDBliahbZPfzwwzJ37lx58803ZfPmzfLCCy/I8uXL5YEHHjD3Hzt2TB5//HFZsmSJ7N692yScrr76amnSpIkpwA0AAAAAAAA3rIk0ePBgSU5OllGjRpni2B06dDBJInvx7Pj4eDNjm12vXr1k+vTp8txzz8kzzzwjTZs2ldmzZ0ubNm3M/To8bu3atSYplZqaKnXq1JFLL71UXn75ZeoeAQAAAAAAlJOPzWazlffBnio9PV0iIiLMTG3h4eFWhwMAAE6BY7br4LMAAMDzj9mWD2cDAAAAAACA67N8OBsAABXhaFauLN11WNbtT5PE9Czp0ThSLmoRJWHBAVaHBgAAAHgEkkgAALf304YEefabdZJyLMex7vOleyXQ31fuuyBOHr64qfj4+FgaIwAAAODuSCIBANxWTl6BPPX1Wvl65X5zu261KtK9cQ2pERIov25Okp0pGTLul21yMDVLXr2mjfj7MYobAAAAKC+SSAAAt1RQYJPHZq2Rb9ccEF8fkXv6xsnD/ZpKkL+fuf/ZgS1lxrK9pofSzOV75Wh2rky4pRM9kgAAAIBy4pQsAMDt6MSiL32/0SSQ/H195KOhXeWJAS0cCSSlyaKbu9WX927vYoa1zVmXIF8s32tp3AAAAIA7I4kEAHA7n/0dL1MW7TbLb97YXi5sEXXKbS9pFS2PXdrMLL/y/SY5mHa80uIEAAAAPAlJJACAW9mVkiGv/rDJLD91WQu5ukPdUh8zvHdj6Vi/mhzNzpOnvlpnejIBAAAAODMkkQAAbiMvv0BGfrFajufmS6+4SLnr/MZlepyfr4+8cX07M6xt4dZkWbAl+ZzHCgAAAHgakkgAALfxwR+7ZFV8qoQF+csbN7QXX62oXUZNosJkaM8GZnniwh3nMEoAAADAM5FEAgC4hcT0LHnn121medSVraRutSpn/Bw6rC3Az0eW7josK/YcPgdRAgAAAJ6LJBIAwC28PneLZObkm9pG13euV67niIkIlms7Fj524oKdFRwhAAAA4NlIIgEAXN7afany1cp9Znn0la3Fx6fsw9hKuqtvY9GH/7IpUbYmHq3AKAEAAADPRhIJAODSdCa1V74vnI3t2o51pUNstbN6vrhaVaV/qxiz/NmSPRUSIwAAAOANSCIBAFzan9tTZOnuwxLk7yuPD2heIc95U7dYc/3d2oOSm19QIc8JAAAAeDqSSAAAl+6F9Na8rWb51u4NpHbEmRfTdqZ3k5pSs2qQHM7IkT+2JVfIcwIAAACejiQSAMBl/bEtRVbGp5peSPf0bVxhz+vv5ytXta9jlr9eub/CnhcAAADwZCSRAACu2wvpl8JeSLf1aCBR4cEV+vzXdKxrrudtTJSjWbkV+twAAACAJ/K3OgAAAJxZtOOQrDrRC+nuCuyFZNembrjE1QqVHckZ8uP6BLmxS2GdJAAAcPYSExMlLS3N6jDggSIiIiQ6OtrqMLwWSSQAgEt67/ed5vqmrrESFVaxvZCUj4+PXNupnrzx0xb5bs0BkkgAAFRgAum224dIbk621aHAAwUEBsmnn0wjkWQRkkgAAJez8UC6/L41WXx9RO48v+J7Idn1bx1jkkh/7zwsGdl5EhrEYREAgLOlPZA0gXS8cV8pCI6wOhyP5Xs8Vars+l2ON+ojBVWqiTfwzUoT2bnQfMdIIlmD1jIAwOV88EdhL6TL29aW2Boh5+x1dDhbg8gQ2XMoU/7cnmKSSgAAoGJoAqkgtKbVYXg8TSCxn1FZKKwNAHAp+1OPy7drDpjlu/vEndPX0iFtFzaPMsu/bU46p68FAAAAuDuSSAAAlzJ10W7JL7BJr7hIaVvv3HeBv6hFYRLp181JZkY4AAAAAM6RRAIAuIzMnDyZsTTeLN95fqNKec3ujWtISKCfJB3Nlg0H0ivlNQEAAAB3RBIJAOAyvlq5X9Kz8qRhZIhc0Kywh9C5FuTvJ+c1qenojQQAAADAOZJIAACXoEPJpvy1yywP7dVQfHVqtkpSdEgbAAAAAOdIIgEAXMIf21JkR3KGVA3yl+s716vU17YX116zL1XSMnMr9bUBAAAAd0ESCQDgMgW1lSaQwoIDKvW1YyKCpXHNUNG62st2H67U1wYAAADcBUkkAIDl9h3JlF+3FA4lu71nA0ti6N440lwv2XnIktcHAAAAXB1JJACA5WYs3Wt6AfWKi5S4WlUtiaFH4xrmeskukkgAAACAMySRAACWyskrkBnL9prl23pY0wtJ9TjRE2nDgXRJO05dJAAAAKAkkkgAAEvN25goKceypVZYkFzSKtqyOKLDi9RF2kVdJAAAAKAkkkgAAEt9umSPub6pa6wE+Fl7WKIuEgAAAHBqJJEAAJbZnnRMFu88JL4+Ijd1q291ONRFAgAAAE6DJBIAwDLT/4431xe1iJK61apYHQ51kQAAAIDTIIkEALBEVm6+fLmisKD2rRYW1C5ZF6nRibpIK/ccsTocAAAAwKWQRAIAWOK7NQckPStP6lWvIn2a1hJX0bF+NXO9am+q1aEAAAAALoUkEgDAEp+dGMp2S/f64qdFkVxEx/rVzfWqeHoiAQAAAEWRRAIAVLr1+9Nk9d5UCfDzkRu7xIor6Rhb2BNJ4ysosFkdDgAAAOAySCIBACzrhTSgTW2pWTVIXEmLmDAJDvCVo1l5sjPlmNXhAAAAAC6DJBIAoFIdzcqV/67eb5Zv7V5fXI2/n6+0q1fYG2llPHWRAAAAADuSSACASjV71X7JzMmXJlFVpXujGuKKHMW1SSIBAAAADiSRAACVxmazyadL4h29kHx8XKegdlEdYymuDQAAAJREEgkAUGlW7DkiWxKPSpUAP7m2Uz1xVfaeSFsTj8qx7DyrwwEAAABcAkkkAECl+XTJHnN9Vfs6ElElQFxVdHiw1K1WRXRytrX7GNIGAAAAKJJIAIBKcehYtsxZl2CWb+3hegW1S+oQS10kAAAAoCiSSACASvHlin2Sk18g7epFOGY/c2Uap9pwIM3qUAAAAACXQBIJAHDOFRTYZPrS/xXUdgdt6hYmkdbvT7c6FAAAAMAluEQSacKECdKwYUMJDg6W7t27y9KlS0+7/axZs6RFixZm+7Zt28qcOXNOue0999xjZv8ZN27cOYgcAFAWf25PkT2HMiUs2F+ubF9H3EHrOuHmOv5wpqRl5lodDgAAAGA5y5NIM2fOlJEjR8ro0aNl5cqV0r59e+nfv78kJSU53X7RokVy8803y/Dhw2XVqlUyaNAgc1m/fv1J237zzTeyZMkSqVPHPf5gAQBPL6h9Xad6EhLoL+6gWkig1KtexSwzpA0AAABwgSTS2LFjZcSIETJs2DBp1aqVTJo0SUJCQuTjjz92uv348eNlwIAB8vjjj0vLli3l5Zdflk6dOsm7775bbLv9+/fLgw8+KJ999pkEBLjuDEAA4On2px6XXzYlutVQNru29iFtJJEAAAAAa5NIOTk5smLFCunXr9//AvL1NbcXL17s9DG6vuj2SnsuFd2+oKBAbr/9dpNoat26dalxZGdnS3p6erELAKBiTP97jxTYRHo2jpSm0WHiTqiLBAAAALhIEiklJUXy8/MlOjq62Hq9nZBQOA10Sbq+tO1fe+018ff3l4ceeqhMcYwZM0YiIiIcl9jY2HK9HwBAcdl5+TJz2V6zPKRnA3E39rpI9EQCAAAAXGA4W0XTnk065G3KlCmmoHZZPP3005KWlua47N1b+AcPAODszF2fICnHciQ6PEj6tSp+AsCdeiLtSsmQY9l5VocDAAAAeG8SqWbNmuLn5yeJiYW1Muz0dkxMjNPH6PrTbf/HH3+Yotz169c3vZH0smfPHnn00UfNDHDOBAUFSXh4eLELAODsTVtcWFD7lm4NJMDP/c5b1KwaJLUjgsVmE9l4gCFtAAAA8G6WtugDAwOlc+fOMn/+/GL1jPR2z549nT5G1xfdXs2bN8+xvdZCWrt2raxevdpx0dnZtD7STz/9dI7fEQDATmc0W7HniPj7+sjN3dx3mHDrOva6SAxpAwAAgHezfJ7lkSNHytChQ6VLly7SrVs3GTdunGRkZJjZ2tSQIUOkbt26pm6Revjhh6Vv377y5ptvysCBA2XGjBmyfPlyef/99839kZGR5lKUzs6mPZWaN29uwTsEAO/06ZLCXkj928RIVHiwuCudoU1nlyOJBAAAAG9neRJp8ODBkpycLKNGjTLFsTt06CBz5851FM+Oj483M7bZ9erVS6ZPny7PPfecPPPMM9K0aVOZPXu2tGnTxsJ3AQAoKu14rsxedcAsD+nhfgW1nRXX3niQ4WwAAADwbpYnkdQDDzxgLs4sWLDgpHU33HCDuZTV7t27zyo+AMCZ+WrFPjmemy/NoqtKt0Y1xJ21qB1mrnckH5OcvAIJ9He/2k4AAABARaAlDACoUAUFNsdQttt7NizzTJmuqm61KhIW7C+5+TaTSAIAAAC8FUkkAECF+mN7iuxMyZCqQf5yTce64u40CdYypnBI2+YEhrQBAADAe5FEAgBUqI/+3GWub+hSzySSPIF9SNvmg0etDgUAAACwDEkkAECF2ZZ4VH7fmiw6gm1Yr0biKVqc6Im0KYEkEgAAALwXSSQAQIX5+K/CXkiXtoqW+pEh4insPZE2MUMbAAAAvBhJJABAhTickSNfr9xvlof3biyepHl0mOldlXw0W1KOZVsdDgAAAGAJkkgAgArx2ZI9kp1XIG3rRkjXhtXFk4QG+UuDGoU9q7YwpA0AAABeiiQSAOCsZefly7Qle8zy8N6NzIxmnsZRF4khbQAAAPBSJJEAAGft+zUHzVCv6PAgubxtbfFE/6uLRE8kAAAAeCeSSACAs2Kz2eSjPwsLag/p2VAC/T3z0GLvibQ5gZ5IAAAA8E6e2dIHAFSaJTsPy8aD6VIlwE9u7V5fPFXLEz2RtiUek7z8AqvDAQAAACodSSQAwFn54I+d5vq6znWlWkigeKrY6iESHOArOfkFEn840+pwAAAAgEpHEgkAUG4bDqTJr5uTxNdHC2o3Fk/m6+sjTaKqmuVtScesDgcAAACodCSRAADl9p/fdpjrge3qSKOaoeLpmkYVDmnbThIJAAAAXogkEgCgXDSRMmf9QbN8/4Vx4g3sPZG2JjJDGwAAALwPSSQAQLlMXLBDbDaRS1pFO2Yu83TNov9XXBsAAADwNiSRAABnbO/hTJm9er9ZfuDCJuItmp7oibQj+ZjkF9isDgcAAACoVCSRAABnbNLCHSaJcn7TmtI+tpp4i9gaIRLo7yvZeQWy7wgztAEAAMC7kEQCAJyRxPQsmbV8n1m+34t6ISk/Xx+Jq2Wvi8SQNgAAAHgXkkgAgDPywe87JSe/QLo0qC7dG9UQb9MsujCJtC2J4tqAO8vKypKtW7eaawAAXFGWCx6rSCIBAMrs0LFs+ezveLP8wEVNxMfHR7yNvS7SdnoiAW4tPj5e7rrrLnMNAIArinfBYxVJJADAGc3Idjw3X9rWjZC+zWqJN2oSdWKGtiSSSAAAAPAuJJEAAGVyMO24TFuyxyw/emkzr+yFpJqeGM62PemYFDBDGwAAALwISSQAQJm88+t2yckrkG4Na3htLyTVQGdo8/M1PbL2px63OhwAAACg0pBEAgCUas+hDPli2V6z/Fj/5l7bC0n5+/lK41qhZpni2gAAAPAmJJEAAKV646ctkldgMz2QunnhjGwlNTlRXHsbxbUBAADgRUgiAQBOa2X8Efl+7UHRzkdPDmhhdTguoemJ4tpbSSIBAADAi5BEAgCcks1mk1d/2GSWr+9UT1rVCbc6JJfQzFFcm+FsAAAA8B4kkQAApzR3fYKs2HNEqgT4yaOXNrc6HJeboW1b0jGTaAMAAAC8AUkkAIBTWbn58uqcwl5II85vJDERwVaH5DIaRIaKv6+PZObky4G0LKvDAQAAACoFSSQAgFMTF+yQfUeOS+2IYLnngjirw3EpAX6+0qhm4QxtWxMZ0gYAAADvQBIJAHCS+EOZMnHhDrP83MBWEhLob3VILqdZdGFx7e0U1wYAAICXIIkEAChGa/y89P0GyckrkPOaRMrlbWOsDsklNYmy10WiJxIAAAC8A0kkAEAxc9YlyC+bkkzNnxevai0+Pj5Wh+TSxbW30hMJAAAAXoIkEgDA4UhGjoz+dr1Zvu/CJtIkqnDIFk7W9MS+2c4MbQAAAPASJJEAAA6v/LBJUo7lSNOoqnL/hRTTPh0trO3n6yPHsvMkIZ0Z2gAAAOD5SCIBAIz5mxLlq5X7REev/eu6dhLk72d1SC4t0N9XGkaGmOVtDGkDAACAFyCJBACQ5KPZ8sSXa83y8PMaSecG1a0Oya2GtG1NpLg2AAAAPB9JJADwclrP58mv1sqhjBxpERMmj/VvbnVIbldce0dyhtWhAAAAAOccSSQA8HJTFu2WXzcnmeFZ427qIMEBDGMrq7ha9iQSw9kAAADg+UgiAYAXW7HniLz6wyaz/NSAFtIiJtzqkNwyibSTJBIAAAC8AEkkAPBSKcey5f7PVkpegU0Gtqstw85raHVIbqdxrVBzrTPapWbmWB0OAAAAcE6RRAIAL5Sdly/3fbrSTE0fVytUXruunfjotGw4I6FB/lI7ItgsM6QNAAAAno4kEgB4YyHtL9fK0t2HJSzIX967vbNUDfK3Oiz3r4uURHFtAAAAeDaSSADgZd6at1Vmrz4g/r4+MvG2ztLkxDT1KJ8mURTXBgAAgHcgiQQAXuTDP3bK279uN8uvXtNGejetaXVIbk+HAyqSSAAAAPB0JJEAwEt8smSPvHJiJraRlzSTwV3rWx2SZw1nS2Y4GwAAADwbSSQA8AKT/9olz89eb5bvuyBOHryoidUheYy4E8PZ9hzKMAXLAQAAAE9FEgkAPLyIttZAevG7jeb2nb0byeP9mzMTWwWKCgsyhckLbJpIyrQ6HAAAAOCcIYkEAB5Ke8U8+dVaGT9/m2MI27MDW5JAqmC6P+29kXYkURcJAAAAnsslkkgTJkyQhg0bSnBwsHTv3l2WLl162u1nzZolLVq0MNu3bdtW5syZU+z+F154wdwfGhoq1atXl379+snff/99jt8FALiOlGPZctuHf8sXy/eJr4/Iy1e3locubkoC6RyhuDYAAAC8geVJpJkzZ8rIkSNl9OjRsnLlSmnfvr30799fkpKSnG6/aNEiufnmm2X48OGyatUqGTRokLmsX19Y60M1a9ZM3n33XVm3bp38+eefJkF16aWXSnJyciW+MwCwxpKdh2Tg23/Ist1HJCzYXyYP6ya392xodVgejeLaAAAA8AaWJ5HGjh0rI0aMkGHDhkmrVq1k0qRJEhISIh9//LHT7cePHy8DBgyQxx9/XFq2bCkvv/yydOrUySSN7G655RbT+6hx48bSunVr8xrp6emydu3aSnxnAFC5cvMLTP2jWz5YIonp2aZ3zDf3nSd9m9WyOjQvSiLREwkAAACey9IkUk5OjqxYscIkfBwB+fqa24sXL3b6GF1fdHulPZdOtb2+xvvvvy8RERGml5Mz2dnZJslU9AIA7mRr4lG59j+LTP0jLfB8fed68t2DvaXJiVo9OLeaRJ0YzpZ0zBQzBwAAADyRv5UvnpKSIvn5+RIdHV1svd7evHmz08ckJCQ43V7XF/X999/LTTfdJJmZmVK7dm2ZN2+e1KxZ0+lzjhkzRl588cWzfj8AUNmO5+TLhN+2y3u/75DcfJtEVAmQl65uLVd3qGt1aF6lfo1Q8fP1kYycfElIz5LaEVWsDgkAAADwvOFs58qFF14oq1evNjWUdPjbjTfeeMo6S08//bSkpaU5Lnv37q30eAHgTM3bmCj9xi6Ud3/bbhJI/VpGybxH+pBAskCgv680iAwxyzuSqIsEAAAAz2RpTyTtGeTn5yeJiYnF1uvtmJgYp4/R9WXZXmdma9Kkibn06NFDmjZtKh999JFJGJUUFBRkLgDgDvYezpQXvt0g8zcXJsbrVqsio65sJZe2imb2NYvrIu1MzjB1kXo3dd7zFQAAAHBnlvZECgwMlM6dO8v8+fMd6woKCsztnj17On2Mri+6vdKhaqfavujzau0jAHBXWbn58vb8bab3kSaQAvx85L4L4mTeyD7Sv3UMCSSLUVwbAAAAns7Snkhq5MiRMnToUOnSpYt069ZNxo0bJxkZGWa2NjVkyBCpW7euqVukHn74Yenbt6+8+eabMnDgQJkxY4YsX77cFM9W+thXX31VrrrqKlMLSesuTZgwQfbv3y833HCDpe8VAMpr4dZkGf3f9bL7UKa53SsuUl66ug2Fs12IzoanSCIBAADAU5UribRz505p3LhxhQQwePBgSU5OllGjRpni2B06dJC5c+c6imfHx8ebGdvsevXqJdOnT5fnnntOnnnmGTNMbfbs2dKmTRtzvw6P06LcU6dONQmkyMhI6dq1q/zxxx/SunXrCokZACpL0tEsM3RtzrrCyQOiwoLkuStayZXtatPzyMXEnUjobU8iiQQAAADPVK4kktYZ0t5Aw4cPl+uvv16Cg4PPKogHHnjAXJxZsGDBSeu0R9GpehVpLF9//fVZxQMAVtNp4v+7+oCM/naDpB3PNTN/3dGrofyzX1MJCw6wOjycZjhbYnq2HM3K5XMCAACAxylXTaSVK1dKu3btzFA0LWh99913y9KlSys+OgDwQonpWTJi2nL558zVJoHUpm64fPdAb3n+ilYkJlxYRJUAqRVWOEmDFtgGAAAAPE25kkg65Gz8+PFy4MAB+fjjj+XgwYPSu3dvM6Rs7NixZngaAODMfbvmgFwydqH8sqmwcPZjlzaTb+47T1rVCbc6NJQBdZEAAADgyc5qdjZ/f3+59tprZdasWfLaa6/J9u3b5bHHHpPY2FhTEFuTSwCA0uXkFZjC2Q99vkrSs/Kkbd0I+f7B8+WBi5pKgJ+lE2niDDBDGwAAADzZWf1lorOi3XfffWYWNO2BpAmkHTt2yLx580wvpauvvrriIgUAD3Ug9bgMfn+xTF28x9y+/8I4+ea+XtI8Jszq0FDOJBLFtQEAAOCJylVYWxNGkydPli1btsjll18u06ZNM9f2WdQaNWokU6ZMkYYNG1Z0vADgUf7aniIPfr5KDmfkSHiwv7w1uINc3LJwdkq47wxtO6iJBAAAAA9UriTSxIkT5R//+IfccccdpheSM1FRUfLRRx+dbXwA4LE++3uPPD97vRTYRFrVDpdJt3WW+pEhVoeFs9DkRBJpz6EMyc0vYCgiAAAAPEq5kkg6XK1+/fqOnkdFp6Teu3evuS8wMFCGDh1aUXECgMfQ38q35m2Vt3/dbm5f16mevHpNGwkO8LM6NJyl2uHBUiXAT47n5svew5nS+MTwNgAAAMATlOsUaVxcnKSkpJy0/vDhw2YoGwDAubz8Annqq3WOBNJDFzeVf9/QjgSSh/D19ZHGjhnaGNIGAAAAz+Jb3rPozhw7dkyCg4PPNiYA8EjHc/Ll7k9WyMzle8XXR0zvo5GXNBMfHx+rQ0MFYoY2AAAAeKozGs42cuRIc61/8IwaNUpCQv5XuyM/P1/+/vtv6dChQ8VHCQBuLiM7T4ZNXiZLdx+WIH9feefmjnJp6xirw8I5wAxtAAAA8FRnlERatWqVoyfSunXrTN0jO11u3769PPbYYxUfJQB4SAIpLNhfJt/RVbo0rGF1WDjHxbXpiQQAAACvTiL99ttv5nrYsGEyfvx4CQ8PP1dxAYBHyMzJk39MOZFACvKXT4d3l/ax1awOC+dQXNSJmkhJx8xJF4YrAgAAwKtnZ5s8eXLFRwIAHlgDSRNIf+8qTCBNG96NBJIXaBgZKpo3Ss/Kk5RjOVIrLMjqkAAAAIDKTSJde+21MmXKFNP7SJdP5+uvv66I2ADArRNIw6cukyU7D0vVIH+ZOrybdKxf3eqwUAl0pr3Y6iESfzjTDGkjiQQAAACvSyJFREQ4uuTrMgDg1AmkO6ctk0U7DklooJ9M/Uc36UQCyavE1Qp1JJF6NI60OhwAAACgcpNIRYewMZwNAJzLys2XEdOWy1/bCxNIOoStcwMSSN44Q9tvW5KZoQ0AAAAepVw1kY4fP26KhYaEhJjbe/bskW+++UZatWoll156aUXHCABulUD6c3uKhJzogdS5AbOwefcMbRlWhwK4tfz8fFm7dq0cPnxYatSoIe3atRM/Pz+rwwIAwGuVK4l09dVXm7pI99xzj6Smpkq3bt0kMDBQUlJSZOzYsXLvvfdWfKQA4OIJpLs+WSF/bCtMIE0Z1k26NCSB5K3i7EkkeiIB5fb777/Lf/7zH0lISHCsi4mJkfvuu0/69OljaWwAAHgr3/I8aOXKlXL++eeb5S+//NIc0LU30rRp0+Ttt9+u6BgBwOUTSHd/skJ+35osVQL8ZPIdXaVbIxJI3j6cTe1PPW5qZAE48wTS6NGjpXHjxjJhwgSZM2eOudbbul7vBwAAbpJEyszMlLCwMLP8888/m15Jvr6+0qNHD5NMAgBvkZ2XL/d+ukIW2hNIw7pKdwope70aoYFSPSTALO9MoTcScKZD2LQHUs+ePeWVV16R1q1bmxIKeq23df3EiRPNdgAAwA2GszVp0kRmz54t11xzjfz000/yyCOPmPVJSUkSHh5e0TECgMv2QLrvs5WmgHJwgK98dEcXZuJCsd5Iy/ccMXWRWtdhVlN4nuzsbHOxS09Pr5Dn1RpIOoTt+eefNycpi9Lbt956q9x///1mu44dO57163ECFKh4/L/CueYt37E9Lvg+y5VEGjVqlNxyyy0meXTxxRebM0L2XkkVcTAHAFd3LDtPRkxdLot3HpIgf1/5eGhX6RVX0+qw4IJJJGZog6caM2aMvPjiixX+vFpEWzVq1Mjp/fb19u3O1quvvlohzwMAqDz8drtZEun666+X3r17y8GDB6V9+/aO9ZpQ0t5JAODJUjNzZOjkZbJmb6pUDfKXD4fSAwmnm6GNJBI809NPPy0jR44s1hMpNjb2rJ9XZ2FTu3btMkPYStL1Rbc7W88++6w0aNCgQp4LwP96T/BHPs4lb/nt3uOC/5fKlURSWkxbL0XpLG0A4MmS0rPk9o+WypbEo1ItJECm/aObtKtXzeqw4ILiokLNNTO0wVMFBQWZS0Vr166daWN+9tlnpgZS0SFtBQUFZn3t2rXNdhVB/whp1qxZhTwXAKBy8NvtZoW1MzIyzDj1Xr16mfpIOlNG0QsAeKK9hzPlhvcWmwRSVFiQfHF3TxJIKHWGtl0pGZJfYLM6HMBt+Pn5yX333SeLFy+W5557TjZs2GAmddFrva3r7733XrMdAABwg55Id955pyxcuFBuv/12cybIx8en4iMDABeyYs9huWvaCjmUkSOxNarIZ8N7SP3IEKvDggurVz1EAv18JTuvQA6kHpfYGnxfgLLq06ePqbeks7RpEW07bXfqer0fAAC4SRLpxx9/lB9++EHOO++8io8IAFzMN6v2yZNfrZOcvAJpXSdcPhraVWIigq0OCy7Oz9dHGtUMNT3XticfI4kEnCFNFGlbU2dh0yLaWgNJh7DRAwkAADdLIlWvXr3CihkCgKvKzsuXl7/fKJ8uiTe3L2kVLeMGd5DQoHKXk4MXFtfWJJLWRbqweZTV4QBuRxNGzPwLAICb10R6+eWXZdSoUWZ8OgB4Ip2W/YZJix0JpIcuaiKTbutMAglnJK7WieLazNAGAAAAD1Cuv4befPNN2bFjh0RHR0vDhg0lICCg2P0rV66sqPgAoFJpAeSpi3bLa3M3m1o2OgPbW4M70IsE5RIXVVhce0dShtWhAAAAANYkkQYNGnT2rwwALmb13lR5fvZ6Wbc/zdw+v2lNeeP69tQ/wlnP0EZPJAAAAHhtEmn06NEVHwkAWGR3SoaM+2Wr/HfNAbHZRMKC/OWJy1rIbd3rM/skzooW1lY6q9+RjBypHhpodUgAAABAuZW7uEdqaqp8+eWXZljb448/bgpt6zA2HeJWt27d8kcEAJVk44F0+ejPXTJ79X4zjE1d26muPH1ZS6kVFmR1ePAAWkOrTkSwHEjLkp0px6RzKJNSAAAAwMuSSDrVar9+/SQiIkJ2794tI0aMMEmkr7/+WuLj42XatGkVHykAVICs3HyZuz5BZi7bK4t3HnKsv7B5LXn00ubSpm6EpfHBM+siaRJJi7V3bkASCQAAAF6WRBo5cqTccccd8vrrr0tYWJhj/eWXXy633HJLRcYHAGct7XiuLNiSJPM2JsrCLclyNDvPrPf1EbmsbW25s3cj6Vi/utVhwoPrIv2xLUV2JFNcGwAAAF6YRFq2bJm89957J63XYWwJCQkVERcAnJX9qcfll42JJnG0ZOchyTsxXE3VrVZFbuhST27oEmuWgcqZoY3i2gAAAPDCJFJQUJCkp6eftH7r1q1Sq1atiogLAM6IzWaTjQfT5ecNhYkjXS6qSVRV6dcyWi5pFS0dY6uJr3ZDAipBXK3C4trM0AYAAACvTCJdddVV8tJLL8kXX3xhbuvsRVoL6cknn5TrrruuomMEgFPaknBUvl97QL5bc0B2H8p0rNccUZcGNaRfqyi5pFWMY5YsoLI1qVXYEyn+cKZk5+VLkL+f1SEBAAAAlZdEevPNN+X66683vY6OHz8uffv2NcPYevbsKa+++mr5IgGAMjqckSNfLN8rX63YJ9uKDBEKDvCVPk1rmd5GF7WIksiqzLAG6+lMf2HB/nI0K0/2HMqUZtH/qyUIAAAAeHwSSWdlmzdvnvz111+yZs0aOXbsmHTq1MnM2AYA54rObjVp4Q75ds0ByckrMOsC/Xylb/NackW72ma4mk6pDrgS7a2rxbVX700132GSSAAAAHBXZ/zXVkFBgUyZMkW+/vpr2b17t2kcN2rUSGJiYkxNEr0NABVpZ/IxefPnrTJn/UGxnaiP3bZuhNzWo74MaFNbIqoEWB0icFr2JBLFtQEAAOA1SSRNEmk9pDlz5kj79u2lbdu2Zt2mTZvkjjvuMIml2bNnn7toAXiVtMxceeuXrfLpkj2O2dV0qNq9F8RJp/rVrQ4PKLO4KIprAwAAwMuSSNoD6ffff5f58+fLhRdeWOy+X3/9VQYNGiTTpk2TIUOGVHScALzMj+sOyqhvN0jy0Wxz+8LmteSJAS2kZe1wq0MDytUTSe1IzrA6FAAAAKBykkiff/65PPPMMyclkNRFF10kTz31lHz22WckkQCUW9rxXHnmm3Xyw9qDjunRX7yqjfRuWtPq0IAKSCIdY+g3AAAA3JbvmWy8du1aGTBgwCnvv+yyy0yhbQAoj1XxR2Tg23+YBJK/r488eFET+eGh80kgwe01iAwx3+nMnHxJSM+yOhwAAADg3PdEOnz4sERHR5/yfr3vyJEj5YsEgFebsTRenv/vesnNt0n9GiHyzs0dpX1sNavDAipEgJ+vSSTpcDadoa12RBWrQwIAAADObU+k/Px88fc/dd7Jz89P8vLyzjwKAF4rv8AmL363QZ76ep1JIF3WJka+f6g3CSR47pA2ZmgDAACAt8zOprOwBQUFOb0/O7uwAC4AlEVWbr78c8ZqmbshwdweeUkzM4SNejHwRHFRVUU2JlJcGwAAAN6RRBo6dGip21BUG0BZHMvOk7umLZdFOw5JoJ+vvDW4gwxsV9vqsIBKKa4NAAAAeHwSafLkyecuEgBelUAa+vFSWbHniIQG+skHQ7pIryYUz4Zna6I9kUgiAQAAwFtqIp0rEyZMkIYNG0pwcLB0795dli5detrtZ82aJS1atDDbt23bVubMmeO4Lzc3V5588kmzPjQ0VOrUqWN6Rx04cKAS3gmA0mRk58mwyYUJpPBgf5k+ogcJJHiFxrVCzXVierakZ+VaHQ4AAADgfkmkmTNnysiRI2X06NGycuVKad++vfTv31+SkpKcbr9o0SK5+eabZfjw4bJq1SoZNGiQuaxfv97cn5mZaZ7n+eefN9dff/21bNmyRa666qpKfmcAnNVAGj51mSzbfUTCgv3lszt7UEAbXiM8OECiwgprCu6kLhIAAADckOVJpLFjx8qIESNk2LBh0qpVK5k0aZKEhITIxx9/7HT78ePHy4ABA+Txxx+Xli1byssvvyydOnWSd99919wfEREh8+bNkxtvvFGaN28uPXr0MPetWLFC4uPjT1kQPD09vdgFQMXPwqZFtJfsPCxVg/zlk+HdpW29CKvDAioVM7QBAADAnVmaRMrJyTHJnX79+v0vIF9fc3vx4sVOH6Pri26vtOfSqbZXaWlpZranatWc93gYM2aMST7ZL7GxseV+TwCcz+z4/H/Xm1nYtIj2+0M6Swd6IMELxUUVDmmjLhIAAADckaVJpJSUFMnPz5fo6Ohi6/V2QkLhlN8l6foz2T4rK8vUSNIhcOHh4U63efrpp02iyX7Zu3dvud8TgJN98MdOmf53vPj4iIy7qYP0iqMGErwTM7QBAADAa2ZnczdaZFuHtWkviIkTJ55yu6CgIHMBUPHmbUyUMT9uNsvPD2wll7etbXVIgAvM0EZNJAAAALgfS3si1axZU/z8/CQxMbHYer0dExPj9DG6vizb2xNIe/bsMTWSTtULCcC5szkhXR6esUpsNpFbu9eXYec1tDokwCV6Iu1OyZDc/AKrwwEAAADcJ4kUGBgonTt3lvnz5zvWFRQUmNs9e/Z0+hhdX3R7pUmiotvbE0jbtm2TX375RSIjI8/huwDgTNrxXLn7kxWSmZMv5zWJlBeuam1qkwHeLCY8WEIC/SSvwCbxhzOtDgcAAABwr9nZRo4cKR988IFMnTpVNm3aJPfee69kZGSY2drUkCFDTM0iu4cffljmzp0rb775pmzevFleeOEFWb58uTzwwAOOBNL1119v1n322Wem5pLWS9KLFvIGcO4VFNhk5MzVsudQptStVkXevbmTBPhZ/nMDWM7X10ca1zpRXJsZ2gAAAOBmLK+JNHjwYElOTpZRo0aZRE+HDh1MkshePDs+Pt7M2GbXq1cvmT59ujz33HPyzDPPSNOmTWX27NnSpk0bc//+/fvl22+/Ncv6XEX99ttvcsEFF1Tq+wO80X8WbJf5m5MkyN9X3ru9s1QPDbQ6JMClhrSt359OXSQAAAC4HcuTSEp7Edl7EpW0YMGCk9bdcMMN5uJMw4YNTSFtANZYseeIvPXLNrP88qA20qZuhNUhAS6lCTO0AQAAwE0xvgRAhUnPyjWFtPMLbHJ1hzpyQ+d6VocEuJw4xwxtJJEAAADgXkgiAagQ2gPw2W/Wy74jxyW2RhV5ZVAbCmkDp5mhbXvSMXrOAgAAwK2QRAJQIb5csU++W3NA/Hx9ZPxNHSUsOMDqkACX1LBmiPl/cjQrTxLTs60OBwAAACgzkkgAztrO5GMy+tsNZnnkJc2kU/3qVocEuKwgfz9pVLNwhrYtiUetDgcAAAAoM5JIAM5Kbn6BPDxjtWTm5EuPxjXknr5xVocEuLzm0WHmemsCSSQAAAC4D5JIAM7KxAU7ZN3+NKkWEiDjBnc0w3QAnF6zE0mkzSSRAAAA4EZIIgEot80J6fLOr9vM8otXtZaYiGCrQwLcQvOYEz2RGM4GAAAAN0ISCUC55OUXyOOz1kpuvk36tYyWq9rXsTokwO2SSNuSjkp+ATO0AQAAwD2QRAJQLu//sdMMYwsP9pf/u6aN+PgwjA0oq/o1QiQ4wFeycgsk/nCm1eEAAAAAZUISCcAZ2550VMbNKxzGNurK1hIVzjA24Exo7bCmUYW9kbZQFwkAAABugiQSgDOiQ28e/3Kt5OQXyAXNa8l1nepaHRLg1sW1qYsEAAAAd0ESCcAZmfzXLlkVnyphQf4y5tq2DGMDyql5TFVzTU8kAAAAuAuSSADKbH/qcRk7b6tZfnZgS6kdUcXqkAC31Twm3FxvoScSAAAA3ARJJABl9uK3GyQzJ1+6NqwuN3aJtTocwK01PzGcbVdKhmTn5VsdDgAAAFAqkkgAymTexkT5eWOi+Pv6yKvXtBVfX4axAWcjOjzIzG6odcZ2JGVYHQ4AAABQKpJIAEqVkZ0no/+73iyP6NPYURAYQPlpPbEWJ4a0bU5ItzocAAAAoFQkkQCU6u352+RAWpbUq15FHrqoqdXhAB6jZe3ChOzGAySRAAAA4PpIIgE4Le0h8eGfu8zyy1e3kSqBflaHBHiMVnUKeyJtoicSAAAA3ABJJACnVFBgk2e/WW9qtlzWJkYubBFldUiAR2lZ+0QS6eBRsdlsVocDAAAAnBZJJACn9NXKfbJizxEJDfSTUVe2sjocwONofTGtUX84I0eSjmZbHQ4AAABwWiSRADiVnpUrr83dbJYf7tdUakdUsTokwOMEB/hJ41pVzfLGgwxpAwAAgGsjiQTAqbd/2SYpx3Kkca1QuaNXI6vDATxWqxND2iiuDQAAAFdHEgnASbYnHZUpi3ab5VFXtJJAf34qgHNfF4kkElCZ6tevL++//765BgDAFdV3wWOVv9UBAHAtWtz3hW83Sl6BTfq1jJYLmlNMGziXWtYOM9ckkYDKFRwcLM2aNbM6DAAA3OpYRfcCAMX8tCFR/tyeYnofaS8kAJUznG1XSoYcz8m3OhwAAADglEgiAXDIys2XV37YaJbv7tNY6keGWB0S4PFqhQVJZGigFNhEtiQetTocAAAA4JRIIgFwmLRwh+w7clzqRATLvRfEWR0O4BV8fHykVR3qIgEAAMD1kUQCYOw7kikTF+wwy88MbCkhgZRMAyp7SNuGA2lWhwIAAACcEkkkAMarP2yS7LwC6dG4hgxsW9vqcACv0rpuhLlev5+eSAAAAHBdJJEAyF/bU+TH9Qni5+sjL1zV2gyvAVB52hQZzpaXX2B1OAAAAIBTJJEAL5ebXyAvfLvBLN/eo4G0iCn8YxZA5WkYGSpVg/xNb8BtScesDgcAAABwiiQS4OWmLd5j/mitERooj/RrZnU4gFfy9fWR1id6I63bT10kAAAAuCaSSIAXSz6aLePmbTXLj/dvLhEhAVaHBHitNifqIm0giQQAAAAXRRIJ8GJv/LRZjmbnSZu64XJjl1irwwG8WtsTSSR6IgEAAMBVkUQCvNTqvanyxfJ9ZvnFq9qYotoArO+JtJHi2gAAAHBRJJEAL1RQYJNR/11vlq/tVFc6N6hudUiA12tcM1RCA/0kK7dAdqZkWB0OAAAAcBKSSIAX+mL5Xlm7L83MBvXUZS2sDgfAieLarezFtfcxpA0AAACuhyQS4GXSMnPl9Z+2mOV/9msqUWHBVocEoMSQNuoiAQAAwBWRRAK8zNh5W+RwRo40jaoqQ3s1tDocAEVQXBsAAACujCQS4EU2HkiXT5bsMcsvXNVaAvz4CQBcSbt61cz1+v1pkktxbQAAALgY/oIEvITNZpMXvt0gBTaRgW1ry3lNalodEgAnxbXDg/0lO69AtiQctTocAAAAoBiSSICX+HbNAVm6+7BUCfCTZwa2tDocAKcort0+trA30qr4I1aHAwAAABRDEgnwAsey8+TVHzaZ5fsvjJO61apYHRKAU+hoTyLtTbU6FAAAAKAYkkiAF3hn/jZJOpotDSJD5M7zG1sdDoDT6FC/MIm0miQSAAAAXAxJJMDDbU86Jh//tcssj76ylQQH+FkdEoDTaH+iuPbO5AxJy8y1OhwAAADAgSQS4OHFtF/8boPk5tvk4hZRclGLaKtDAlCKyKpBptegWrOP3kgAAABwHSSRAA8vpv3HthQJ9PeV569oZXU4AMqow4m6SAxpAwAAgCshiQR4KB0G8/L3G83yAxc2kYY1Q60OCcAZJpGYoQ0AAACuhCQS4KH+NXezpBzLkbhaoXJ3X4ppA+7aE0mHpQIAAACuwPIk0oQJE6Rhw4YSHBws3bt3l6VLl552+1mzZkmLFi3M9m3btpU5c+YUu//rr7+WSy+9VCIjI8XHx0dWr159jt8B4HpW7Dksny+NN8v/d01bCfKnmDbgTlrVCZcgf185kpkrO1MyrA4HAAAAsD6JNHPmTBk5cqSMHj1aVq5cKe3bt5f+/ftLUlKS0+0XLVokN998swwfPlxWrVolgwYNMpf169c7tsnIyJDevXvLa6+9VonvBHAdufkF8szXhf8nbuxST7o3jrQ6JABnSBO/7U/0Rlq267DV4QAAAADWJ5HGjh0rI0aMkGHDhkmrVq1k0qRJEhISIh9//LHT7cePHy8DBgyQxx9/XFq2bCkvv/yydOrUSd59913HNrfffruMGjVK+vXrV4nvBHAdH/yxU7YkHpUaoYHy9GUtrQ4HQDl1bVjdXC/bTV0kAAAAeHkSKScnR1asWFEs2ePr62tuL1682OljdH3J5JD2XDrV9mWVnZ0t6enpxS6AO9pzKEPG/7LNLD83sKVUDw20OiQA5dS1YQ1zvWw3PZEAAADg5UmklJQUyc/Pl+jo6GLr9XZCQoLTx+j6M9m+rMaMGSMRERGOS2xs7Fk9H2CFggKbPPHlWsnOK5BecZFyTce6VocE4Cx0blBdfH1E4g9nSmJ6ltXhAAAAANYX1nYFTz/9tKSlpTkue/futTok4IxNW7xb/t51WEIC/eRf17YzheUBuK+w4ABpWTvcLC+lLhIAAAC8OYlUs2ZN8fPzk8TExGLr9XZMTIzTx+j6M9m+rIKCgiQ8PLzYBXAnu1My5LW5W8zyU5e1kPqRIVaHBKACMKQNAAAArsSyJFJgYKB07txZ5s+f71hXUFBgbvfs2dPpY3R90e3VvHnzTrk94E3D2I7n5kvPxpFyW/cGVocEoIKTSPREAgAAgCvwt/LFR44cKUOHDpUuXbpIt27dZNy4cZKRkWFma1NDhgyRunXrmppF6uGHH5a+ffvKm2++KQMHDpQZM2bI8uXL5f3333c85+HDhyU+Pl4OHDhgbm/ZUtg7Q3srnW2PJcAVTVm0W5buLhzG9vr17cRXi6gA8AhdGxXO0KYzLqYdz5WIKgFWhwQAAAAvZmlNpMGDB8u///1vGTVqlHTo0EFWr14tc+fOdRTP1mTQwYMHHdv36tVLpk+fbpJG7du3ly+//FJmz54tbdq0cWzz7bffSseOHU2SSd10003m9qRJkyx4h8C5tSslQ17/abNZfubylhJbg2FsgCeJCguWhpEhYrOJLGdIGwAAALy5J5J64IEHzMWZBQsWnLTuhhtuMJdTueOOO8wF8HR5+QXy2Kw1kpVbIOc1iZRbu9e3OiQA50DPuJqy+1C8/LX9kFzcsvgMpQAAAEBlYnY2wE2Nn79NVuw5IlWD/OW165iNDfBUmiRWf21PsToUAAAAeDmSSIAbWrQ9Rd79bbtZHnNtW6lXnWFsgKfqFVfTURcp6WiW1eEAAADAi5FEAtxMyrFseXjmalMj5aausXJl+zpWhwTgHKoRGiit64Sb5cU7DlkdDgAAALwYSSTAjRQU2EwdpOSj2dIkqqqMvrK11SEBqAS9mxT2RmJIGwAAAKxEEglwIx/9uUsWbEmWIH9fefeWjlIl0M/qkABUgl4nkkh/bksRm3ZDBAAAACxAEglwEyvjj8hrczeb5VFXtpIWMYXDWwB4vq4Nq0ugn68cSMuS3YcyrQ4HAAAAXookEuAGDqYdl7s/WSF5BTa5vG2M3NKtvtUhAahEIYH+0qlBNbP8J0PaAAAAYBGSSICLy8rNl7umrTB1kJpHh8nr17cXHx8fq8MCUMnOb1rLXC/ckmR1KAAAAPBSJJEAF6a1Tx7/cq2s258m1UMC5MOhXaRqkL/VYQGwwEUtohw9kTS5DAAAAFQ2kkiAC/vPgh3y3ZoD4u/rIxNv6yyxNUKsDgmARVrEhEmdiGDJyi2QRTsY0gYAAIDKRxIJcFHzNibKv3/eYpZfvLq19GgcaXVIACykw1gvalnYG2n+Joa0AQAAoPKRRAJc0Kr4I/LQ56tEZ/Ie0rOB3Nq9gdUhAXABF7eMNte/bk4yw10BAACAykQSCXAx25OOyT+mLJPjuflyftOa8vwVrawOCYCL6Nk4UqoE+MnBtCzZeDDd6nAAAADgZUgiAS5kf+pxGfrxUjmSmSvt60XIpNs6S4Af/00BFAoO8JPzmtQ0y78ypA0AAACVjL9OAReRkJYlt3ywxCSSGtcMlY/v6CqhzMQGoISLT9RF+nljotWhAAAAwMuQRAJcQNLRLLnlwyWy51CmxNaoIp+N6C6RVYOsDguAC+rXMlp8fUTW7U+T+EOZVocDAAAAL0ISCbDYgdTjMvi9JbIzOcNM3z39zh5SO6KK1WEBcFG1woKkZ1zhbI3frztgdTgAAADwIiSRAAvtOZQhN0xaLLtSMqRutSry+V09JLZGiNVhAXBxV7SrY66/X3PQ6lAAAADgRUgiARZZszdVrpu4yNRAalQzVGbd01MaRIZaHRYANzCgdYz4+fqYGdp2Jh+zOhwAAAB4CZJIgAXmb0qUm95fIinHcqR1nXCZeXcPqVONIWwAyqZ6aKBjlrbv19IbCQAAAJWDJBJQiWw2m0xauEPunLZcjufmS59mtWTm3T0lKizY6tAAuJkr2tU219+vpS4SAAAAKgdJJKCSZGTnycMzVsu/ftwsNpvIzd1i5aOhXaRqkL/VoQFwQ/1bx0ign69sTTwm6/enWR0OAAAAvAB/vQKVYHNCutz/2UrZkZwh/r4+MvrKVnJbjwbi4+NjdWgA3FRElQDp3yZGvltzQGYu2ytt6kZYHRIAAMX4ZnGS41zyPZ5a7Nob8J2yHkkk4BwqKLDJJ0v2yP/N2STZeQUSHR4kb9/UUbo3LpyeGwDOxk1dY00Safbq/fLM5S2lSqCf1SEBACARERESEBgksnOh1aF4hSq7fhdvot8t/Y7BGiSRgHNk7+FMeerrtfLX9kPmdt9mtWTsje0lsmqQ1aEB8BA9G0dKbI0qsvfwcflx/UG5tlM9q0MCAECio6Pl00+mSVoavUZQ8TSBpN8xWIMkElDBsnLz5f3fd8qE37ab3kfBAb6mh8Bt3RuIry/D1wBUHP1NGdwlVv7981aZsWwvSSQAgMvQP/L5Qx/wPCSRgAqceW3+piR56fuNEn8406zr3qiGjLm2rTSuVdXq8AB4qOs7x8rYeVtl6a7Dsj3pmDSJ4vcGAAAA5wazswEVYO2+VLlj8jK5c9pyk0CKCQ+Wd27uKDPu6kECCcA5FRMRLBe1KDzT+/Ffu6wOBwAAAB6MnkjAWVix57C8PX+7LNyabG4H+PnI8N6N5cGLmkhoEP+9AFSOEec3kl82JcpXK/bJyEuaSU1qrwEAAOAc4K9coBwzrv2+LVk++GOno2i2n6+PXN2hjjx4UVNpVDPU6hABeJlujWpI+3oRsmZfmkxbvMckkgAAAICKRhIJKKPko9kya8Ve+XxpvJkJSfn7+sh1nerJfRfGSYNIkkcArOHj4yN39YmT+6evlE8W75Z7+8ZJlUA/q8MCAACAhyGJBJQy05oOVft29QH5eWOC5ObbzPrwYH+5rnM9Gd67kdSrHmJ1mAAg/VtHS2yNKibJ/cXyvTK0V0OrQwIAAICHIYkElJCbXyCLdhyS79YckJ/WJ8jR7DzHfR3rV5NbuzeQgW1rc5YfgEvx9/M1vZGen71e3vl1u1zfuR612QAAAFChaF0CInIkI0cWbE2SXzYlye9bkosljmpHBMsV7WrLoI51pXWdCEvjBIDTGdwlVj74faeZJfLjP3fJgxc3tTokAAAAeBCSSPBKNptNdiQfM0mj+ZsSZcWeI1JQOFLNqFk1UC5vW1uubF9HOtevLr6+PlaGCwBlEujvK49e2kwenrFa3vt9p9zao4HUCA20OiwAAAB4CJJI8Kphakt3HZb5mjjanCh7DmUWu79FTJhc3DJKLm4ZLR3qVSNxBMAtXdmujry3cKdsPJgu7/y6TUZf2drqkAAAAOAhSCLBa4epBfr5So+4SOnXMkouahFFgWwAHkET4E9d1kKGfLxUpi3eY2aQbFOXobgAAAA4eySR4IHD1DLMEDXtcbR8z+Fiw9QiQwPlwhZRJnHUu2ktqUrRWQAeqE+zWmYCgB/WHZSnvl4rs+87zxTeBgAAAM4Gf0HDIxJHa/elyZz1B+XnDYmyKyWj2P3No4sMU4utJn4MUwPgBUZf1Ur+2JYs6/eny8d/7TIztwEAAABngyQS3DZxtHpvqsxZd1DmrEuQ/anHHfcF+PlIj8aRcnGLwsRRbA2GqQHwPlFhwfLswJby5Ffr5M2ft8r5TWtJy9rhVocFAAAAN0YSCW6joMAmq/YeMUmjH9cdlANpWY77qgT4yUUto+TyNrWlT7OaEhYcYGmsAOAKbuwSKz+uT5AFW5Ll3k9XyLcP9pZwfh8BAABQTiSR4PKJoxXxmjg6KD+uS5CE9P8ljkIDNXEULQPbxkjfZlFSJdDP0lgBwNX4+PjIWzd2kCve+VN2H8qUJ2atlYm3dTLrAQAAgDNFEgkuJ7/AJst3HzaJo7kbEiQxPdtxnxbC1vpGl7etLX2b1ZLgABJHAHA61UMDZcKtneSGSYvMb+prc7eY2dsAAACAM0USCS4hL79AltoTR+sTJeXY/xJHYUH+0q9VtEkcnd+0JokjADhDOqnAq4PayhNfrZVJC3dIeBV/ue+CJlaHBQAAADdDEgmWJo6W7DxsZlX7aX2CHMrIcdwXHuwvl7SKkYHtYuS8JjUlyJ/EEQCcjRu7xkrq8Rz5vzmb5fW5W8TXx0fu7tOYoW0AAAAoM5JIqFRHMnJk4dZk+XVzkrlOO57ruK9aSID0bxUjl7WNkV5xNSXQ39fSWAHA09zVJ06OZuXJO79ul3/9uFn2Hs6UF69qLf5+/N4CAACgdCSRcE7ZbDbZmnhM5m9OlF83JcnK+CNSYPvf/TVCA6V/6xi5vG2M9GgcKQH8IQMA59SjlzaX6iGB8vIPG+Wzv+NlZ3KGvHlje6lTrYrVoQEAAMDFkURChSeNdqVkmGFqS3YeMpeko/+rb6RaxITJRS2iTIHsDrHVxc+XoRQAUJn+0buR1K1eRf45Y7Us3nlI+o/7XUZf2Vqu7VhXfPlNBgAAwCmQRMJZ1zXSnkar9h6Rv08kjkomjYL8fU1dI00cXdgiSupythsALKe9QH94qLc88sUaWbM3VR6btUamLd4tT1/WUnrGRVodHgAAAFwQSSSUWVZuvmxPOiZbEo7K+gNpsnZfmmw4kCZZuQXFttNaRp3qVzPD0/SiswIxoxoAuJ7GtarKV/f0lPf/2CkTft1uftdv/mCJtI+tJsN6NZQBbWL4/QYAAICDj03HH1lswoQJ8sYbb0hCQoK0b99e3nnnHenWrdspt581a5Y8//zzsnv3bmnatKm89tprcvnllzvu17c0evRo+eCDDyQ1NVXOO+88mThxotm2LNLT0yUiIkLS0tIkPDxcvElufoEcTM2S+MOZ5rLncIbsScmUrYlHZfehjGL1jOzCgvylbb0I6daoBkkjAHBTyUezZfz8rfLFsn2Sk194ciA00E8ubhlthh9r76SosGBxNd58zHY1fBYAAHj+MdvyJNLMmTNlyJAhMmnSJOnevbuMGzfOJIm2bNkiUVFRJ22/aNEi6dOnj4wZM0auuOIKmT59ukkirVy5Utq0aWO20dt6/9SpU6VRo0Ym4bRu3TrZuHGjBAcHe10jqKDAJhk5eWZGnsMZOZJyLFtSjuWYPxgKl7MlKT1b9qceN5d8Z5miIjOoNY8Ok5a1w6V9bIS0q1dNGkWGUkMDADyEHhM+/zteZizba44JRTWIDJFm0WHSLLqquW4aFSa1I4LNscHHx5rjgKcds90ZnwUAAO7BrZNImjjq2rWrvPvuu+Z2QUGBxMbGyoMPPihPPfXUSdsPHjxYMjIy5Pvvv3es69Gjh3To0MEkovTt1KlTRx599FF57LHHzP26Y6Kjo2XKlCly0003WdYIWrsvVfYcypQCm63wUiDmWj+BfPs6W2FPKk3klFwuOLGcnZcvOXkFkq2X3AJzxljX2Zczc/LlWJYmjXJN4uhYTp55jbLS4Wj1a4Q4LrE1QqRpVFVTELtWWJBlfygAACqPHn9W702VH9cnyF/bU2TjwfRTHksC/HykZtUgc4yIqBIgIYF+EhLob3qlFi77meWosCC5oUtshcZJ4sJ18FkAAOD5x2xLayLl5OTIihUr5Omnn3as8/X1lX79+snixYudPkbXjxw5sti6/v37y+zZs83yrl27zLA4fQ473TmarNLHOksiZWdnm4ud7kj7jq1IUxZslC9X7BeraCNfG/eRVYMksmqgRIYGmka/Xuvt2hFVJLZ6iPkjwHnPohw5ejTHgsgBAFaIq+YnD/Suay6pmTmy5eBR2Z58VLYlZciOpGOyK+WYpB7PEz2C7s/MkP1Jp3++xrVCpX+ziAqN0X6sdoHR+V7P/hlUdPsJAACIy7SfLE0ipaSkSH5+vuklVJTe3rx5s9PHaILI2fa63n6/fd2ptilJh769+OKLJ63XHlEAAKBi7NUTO8+em+c+evSoOWkE6+hnoGg/AQDgHsrTfmJ2NhHTE6po7yYdUnf48GGJjIz0iKFbmmXUBt3evXvpXn4a7KeyY1+VHfuq7NhXZce++h89g6YNIB3KDmvpZ6DfybCwMI9oP1mN/+euh8/E9fCZuCY+F9f/TM6m/WRpEqlmzZri5+cniYmJxdbr7ZiYGKeP0fWn295+retq165dbButm+RMUFCQuRRVrVo18TT6ZeE/cenYT2XHvio79lXZsa/Kjn1ViB5IrkFLEtSrV8/qMDwO/89dD5+J6+EzcU18Lq79mZS3/eQrFgoMDJTOnTvL/Pnzi/UC0ts9e/Z0+hhdX3R7NW/ePMf2OhubJpKKbqNZt7///vuUzwkAAAAAAAAXH86mw8iGDh0qXbp0kW7dusm4cePM7GvDhg0z9w8ZMkTq1q1r6haphx9+WPr27StvvvmmDBw4UGbMmCHLly+X999/39yv3af/+c9/yiuvvCJNmzY1SaXnn3/edNMaNGiQpe8VAAAAAADAXVmeRBo8eLAkJyfLqFGjTOFrHXI2d+5cR2Hs+Ph40z3arlevXjJ9+nR57rnn5JlnnjGJIp2ZrU2bNo5tnnjiCZOIuuuuuyQ1NVV69+5tnjM4OFi8kQ7VGz169ElD9lAc+6ns2Fdlx74qO/ZV2bGvAM/H/3PXw2fievhMXBOfi2d/Jj425sQFAAAAAACAK9dEAgAAAAAAgHsgiQQAAAAAAIBSkUQCAAAAAABAqUgiAQAAAAAAoFQkkTzU7t27Zfjw4dKoUSOpUqWKxMXFmWrsOTk5xbZbu3atnH/++WbmutjYWHn99dfFG7366qtm5r+QkBCpVq2a0210psCBAweabaKiouTxxx+XvLw88UYTJkyQhg0bmu9N9+7dZenSpeLtfv/9d7nyyiulTp064uPjY2aNLErnMNBZKGvXrm3+T/br10+2bdsm3mbMmDHStWtXCQsLM/+PBg0aJFu2bCm2TVZWltx///0SGRkpVatWleuuu04SExPF20ycOFHatWsn4eHh5tKzZ0/58ccfHfeznwDPRbvENdH+sQ7tLNdDm857244kkTzU5s2bpaCgQN577z3ZsGGDvPXWWzJp0iR55plnHNukp6fLpZdeKg0aNJAVK1bIG2+8IS+88IK8//774m00uXbDDTfIvffe6/T+/Px801DT7RYtWiRTp06VKVOmmIOVt5k5c6aMHDnSJCVXrlwp7du3l/79+0tSUpJ4s4yMDLMvtIHpjCZo3377bfP/8O+//5bQ0FCz3/TH3JssXLjQHLyWLFki8+bNk9zcXPM7pPvP7pFHHpHvvvtOZs2aZbY/cOCAXHvtteJt6tWrJ//617/M7/Py5cvloosukquvvtr8piv2E+C5aJe4Hto/1qKd5Xpo03lx29EGr/H666/bGjVq5Lj9n//8x1a9enVbdna2Y92TTz5pa968uc1bTZ482RYREXHS+jlz5th8fX1tCQkJjnUTJ060hYeHF9t/3qBbt262+++/33E7Pz/fVqdOHduYMWMsjcuV6E/rN99847hdUFBgi4mJsb3xxhuOdampqbagoCDb559/bvNmSUlJZn8tXLjQsV8CAgJss2bNcmyzadMms83ixYtt3k5/sz/88EP2E+AlaJe4Dto/roN2lmuiTec9bUd6InmRtLQ0qVGjhuP24sWLpU+fPhIYGOhYpxl77YZ45MgRi6J0Tbqv2rZtK9HR0cX2lfbmsmd2vYGe8dTMtnYRtvP19TW3dR/BuV27dklCQkKx/RYREWG6wnv7ftPfJWX/bdLvl57JKrqvWrRoIfXr1/fqfaW9DmbMmGHO7mnXZPYT4N1ol1Qu2j+ujXaWa6BN5z1tR5JIXmL79u3yzjvvyN133+1Ypz+2RRsfyn5b78P/sK8KpaSkmB8kZ/vCm/bDmbL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nmum5zU0Zai99YQfTQEP1b/yaKTo4+Qeu5iigoGCFTweD0O2G0nY1yGjucaHTYfzAR0tpwdqm2uLPVQ+lA3IwDZb8KVWtpRReBSd0gFe6bujrK123uW2Gvn5rKQimFGldNLhRqrf2GaUiq580MN0dTTFS2xcsWLDL4EB91tb0Yc3dF+2ToRQQ0mAzmIJGof2ifaa19XC0T4YGPvXvSrSvavDh02A0mL8P+4G5UAou+f2slHAN3PVvVen5mqapwJO/fQ3YNa1M0/2Uqq6AngbcGsC1FKxsif5NB9c6as++DACILE3XCS4qrZMM++23nwvO6FihP/51bNQYIfhEW/CUKP/YKXr8nDlz3LRrHSMVUGnqBJ/GjMFBndDjX1M0bUfH+qaO0WqLxp6q8aKAVLionTphpYsCGhp3qH6OgmA6IaopT7ujaW6qq6OpU6EBmPacvGpprKJ+UMAktDjygAEDGj3OH99qvOKPF5qjzz600HLwZ+WvtNbSWKU1421NHdTjdLJZJ4o0TU1jFX8/0bY17U7TEVVyQEEtTWXU9Mb2Thdrrs1tGcsD4UZACAk5gAilebjKNtHcYs0n1hkMHVRVLC408yYW/DZo7rbmwjclOEijM1YKWoTWdWlquxr4aKAQnM3R1DbFzwIJ/sO/qW3qD2gd/JoSGpBQdogyb4Lp7JaKGjZFwR7Nb1cApqmDnF5fxcH9egChdODuKJ3d08BKQQkN5BQUUptaChQqmKizSwrUqG1qhwaiOjOmoEY09rOmPuNICT7jJv77Ux2hpvaf4L7Tv7sTTjjB1XvSQFH/NlVHQINTDfy1zyoQqKKcqsOkx+jfruoh6T7tt81l7DVXQDs4S7C9+zIAILr0va0sIZ2g0R/G7Qmu6Bgiyk7WNkL/4E5UOqGpAIQufs0iBWf8WkNN0Yk/nXRR0EW1kVRjUIEyZcurzmW0xsTNjVdaU8Q7HGOV1oy3lZGjII8ysXRyU8/RCS1l7KgGkWhcoswojWn1GGWfaTyjsYpOQrV1rNJcm9sylgfCjYAQkoL+uNSA4i9/+csuB0a/MLDowKj0UE1TCWfE3T8jEXzA0woLSqf1X1d0gNb0t93R6mhqY0tBMH+7ei0NfvyzJy1RgW0ddJo6yxO8TaVPq1Bg6EGrKerf0PcUXPg5lApz6yCtqVrNvb7ev4IvHZnG1xraB/QZ6fPz03Obe00FLlRY8Iknnmh05qupVN7Wttsf1C1evHiXzBvd19Kgrz20T2p/CW6fimhLaEHIUP4+rABLa/ZhPV5ZQrqof/WZa2AVnImls3y6qJji/fff71YG04ohmj7gn00Mnc4XfGa4NW1oy74MAIg+FXYWFZcWHfv03a3pTsFZQv50p+Bj4/vvv+8CHyrarOlCOn5oIYrQDA790a3p1cFjpd0d/3TSQIWddTwOpbYomOWfpIr0eEXjQQWEdLJQ77+519N0bWUWKaihgsQ+f1Xejo5VmuoHjQPDuXS6pnCFZhy1dazS2vG2ThBqqqEuyhpWMWmNSfyAkOgkpS7KunrttdfcmEJZW34ZgnCMVdoylgfCjRpCSAqKqIeedVD9kND51soI0R/+ymAJ51mLe+65xw1cggNUOmj7BxSlouoLX6sf+QOe0LTk0LbrPTW1pHvoqlh6nKbehLZftzUoCB5wqYaSsq1aOtugMyY6s6FMq1DaRmvr7TRFU610luU3v/lNswMRvb4+tzvvvHOX32lVC3/Fq7YsO6+AhFa4CqX3ojbpgO5ni/gDkND36Z+1Ce5npR0rPT2UttGaftIATwEWDSwUbPLpLJEyqVRLKJw0yApeUU6p5Np3FaxpKWtMtNKGBljKxmuq7o+/D+uzCK0hpX1fg3r/PSplPHR/9c/k+Y/RAFR9rvn+wTQttLUiuS8DADpOxxNlXijj1p8Spqk7+u4OHaspG1djB39specqe0NTjJRhpExfrdT5ox/9qMnXCt6ejkG6rRNDOgHVFB2DtCKmxi3B08r0GjqJoVUt/elPzY0d2rLsvLK4deIulLLGtTquAlCa+t3WsYqe39SxU9tozRQyBU10jNaqbsGvp9V59dmFrsjbUTo+ayW34PbrtsZpGk+3pLXjbe1foe9d4zHtS/44RGMkP1jpU2BIn4P/GH3+Coh1ZKzSlrE8EAlkCCEpKHDinyE66KCD3NkhTRMJnS+uucH6A1hzgt944w2XKqoAg85E6ezASSed1K7X1xQ1DQz0+hooaOlxHbRVmFd08NCSmxrEKB1aj1NBbAU+lGGiA4oyUNQW1UvSUqI6S6AzPT7/wKazYQpiTJw40R30dIZCWTcarKgOi/7w1pkg/eGvZdtVkFDvT9N29Fy9TkuUaqzaPkqJ1dk2DYY0YFJQRYEqDbpUNLs9NHDQNLiWztp85zvfcVO4VHRPfaMzMTpwazCl+5Ua7mdOtXbZeWUcqT6N+l+fuT4v9b0GNwqS6PPyB1H+YEO1hjStTO9d05/UDxqw6mf1jz4PBa00gFDwL5i2oeXY9dloP9Bjmqq9o20rPVn7g/pdtRT8Zed1Fqy5QW17aZ/SEr5vvvmmq++jugt6vaaCWqG0j+o96fPRGTT1jQZnCrSp+LU+J30eOounwbWCMVrGVVPJtC/qdfQcUb9rsKQC19qHFUxVX+o1/IGlzu5qaVYVH9cfAHqcilC3pe5PJPdlAEDb6YSHn+mj73MFVvSdfOWVVwaCKzrOKutbx2GNbUaPHu3GDwrMaEqynwWiY6y+2xUs0dhHGb9aXl2ZHPpuDw5UaNqUlppXzRhNdVc7dOzSsu0tTR/Wa6gAtsZ4GifqmKbghAICqkHjU8BE4wgd0xVo0DRmHfd1/G/tsvNaAl4n7fQ8HUd1okZ9pIUwNI7Re/ez3pt7PY2BdZJL71PTm3T81FTvpk56aqwyd+5cNyZWDSadLFTfN0XTqTSG0thT4wh/2Xkdq1XYO5wUlNH70mevcYvaqM/5jjvu2G12f2vH2xp3aMqX9hPtX3rvGitrfKRsZtE0d9W20lhE7VBwSH2pftcJZp+y0nSiU9canyo45Gc0tUZrx/JAxIR93TIgjPylOltanlq0jOaPf/xjt4S2lqM/+OCDvQULFrjlK0OX/9bSkz//+c/d8pOdOnXyevXq5ZYy9ZcUbc+y8w888IBb+lRLYur1tZRnU0uaawnLU0891S29qaVWtdznN77xDW/evHmNXnt3Fy2hGkxLiWuZ8Pz8fHcZPny4W0pz8eLF7vdaalXLo2q57VChy8777rjjDrecud6Pllfdd9993VLxWm61vcvOa7nYt99+u9H9TX1GWlb0hhtucP2tftLyq2rL1Vdf7ZZKb+uy8+vWrfN+85vfuNfRPqJlPLXNww8/3Hv44Yd3efyvfvUrr2/fvm451eAl6J944glv1KhRXk5Ojjdo0CDXxjlz5uyyTL2WYle/qN/0O//9NbeU+ty5c93S73qvxcXF3re//W1v5cqVjR6jz1yfbWs/v1D+Z/XMM8+496DX0n4Supzq7v7Nqe1azlXLtaof9thjD++cc87x3nrrLff7jRs3us9f21Z79bgJEyZ4f//73wPbWLhwoVt2dcCAAa4d+ndz/PHHB7bh01LAp512mlsqV5+Xls394IMPmlx2vqm+acu+DACI7rLzOoZoOfHbb7+90RLhsm3bNu9HP/qR16dPHzdW01LiGpf5j9NYQsfy4KXkpaamxjvggAPc87Zs2dLoGKFx3lFHHeWOKT179nTHz9ra2haXCvePWTruFRQUuOcedthh3muvvbbLe7zzzjvdMuhaQjz4WN/aZefLysq8W2+91b1Wv3793PvWMWvixIlu26F91Nzrvfrqq96BBx7ojnnqBx3vdOwPHX+Ul5d73/rWt7wuXbq43/lL0De3lPpzzz3nxtfabufOnb0TTjjB++ijj5ock+j4Hczvg+CxUlM0XtLYT+MBvW/tI2rXn/70p0aP88dTzS0Jv7vxtpay/8lPfuKNHj3a9bH2D/182223Bbbx+eefe+edd54b56gdGp/ps1c/hP5d8d3vfteNd7Qtvc769eubXXY+tG9aO5YHIiVN/4tcuAlIbsrg0VksZRuEI9NAZwY0h1hnBZqbJ60zMXqcUqOB1tL+NHLkSJdlAwBAqlBWjqbyNzWFCPFF2d4qB6DpaACigxpCAAAAAAAAKYYaQkAc0RxmrbTUUtFnzZHX/GoAAAAAANqLgBAQR1QsMHhZ7uZWIwAAAAAAoCOoIQQAAAAAAJBiqCEEAAAAAACQYggIAQAAAAAApJiUqyFUV1dnq1evtsLCQktLS4t1cwAAQDM0q33btm2ukH56OuewYonxEwAAyTd+SrmAkAYz/fv3j3UzAABAK61YscL69esX62akNMZPAAAk3/gp5QJCOrPld07nzp1j3RwAANCMsrIyF4Twj92IHcZPAAAk3/gp5QJCfpqzBjMMaAAAiH9MUYo9xk8AACTf+IkJ+QAAAAAAACmGgBAAAAAAAECKISAEAAAAAACQYggIAQAAAAAApBgCQgAAAAAAACmGgBAAAAAAAECKISAEAAAAAACQYggIAQAAAAAApBgCQgAAAAAAACmGgBAAAAAAAECKISAEAECMfLK2zGb+4wNbtXVnrJsCAACAFJMZ6wYAAJCK3lq22c69+03bVlFj2ypr7OZvjIl1kwAAAJBCyBACACDKXlu60b7zlzdcMEie/mCt7aiq/xkAAACIBgJCAABE2S+f+NB2VtfapD2724DiPNtRVWvPfLg21s0CAABACiEgBABAFG3dUWWfrit3P99y5hg7bf9+7udH3l4V45YBAAAglRAQAgAgit5ZsdVdDy7Jt+L8LDt1/77u9qtLN9qaUopLAwAAIDoICAEAEEXvfLnFXe83oIu77l+cZ+MHF5vnmT3+zuoYtw4AAACpgoAQAABRtHB5fYbQ/gO6Bu47db/6LKH/fEQdIQAAAEQHASEAAKKkts6zd1fsGhDaf2D9z5+tKzdPqUIAAABAhBEQAgAgSj5bv83KK2ssPyvD9upVGLh/ULd8y0hPc79bV1YZ0zYCAAAgNRAQAgAgShZ+WZ8dNLp/FxcA8mVlptvAbnmBoBEAAAAQaQSEAACIkneWNy4oHWxo9wJ3vWR9/ZL0AAAAQCQREAIAIEoWNgSEgusH+Yb1rA8IfUZACAAAAFFAQAgAgCjYVlFtSzdsdz/v10RAaGgPMoQAAAAQPQSEAACIgi837XDXJQVZVpyftcvvh/WoLzJNQAgAAADRQEAIAIAoWLmlPiDUr2t98ehQQ7rnu+vN26tsUzkrjQEAACCyCAgBABAFyzfXB4T6FzcdEMrLyrR+XXPdz2QJAQAAINIyI/4KAADAVmze6a4HFNcHfZqiOkIrt+y0JRvKbcKQblFsHQAAANpi3bp1Vlpa2ui+oqIi69mzpyUKAkIAAETBioYpY/2bmTImw3oU2PzFG+yzdWQIAQAAxHMw6H++c7ZVVzWe5t8pK9v+du89CRMUYsoYAABxMGUseKWxpRsICAEAAMSr0tJSFwzaOeRQ2zl4kruvou/+7r7QrKF4RoYQAAARVlfnualgMqDFgBArjQEAACSKupyiwM9eVv2JvURChhAAABG2obzSqmrqLCM9zXoX5TT7uKHd6wcSa0orbEdVTRRbCAAAgFRDQAgAgChNF1MwKDOj+UNv59xMy8/KcD+vLa2IWvsAAACQeggIAQAQYSsaAkItTReTtLQ069WQQURACAAAAJFEQAgAgGgVlG5hhTFf76LcwLQxAAAAIFIICAEAEGErNtcXlO5fXB/saUkgQ6iMgBAAAAAih4AQAAARtmLL7pec9/lFp9eU1geRAAAAgEggIAQAQJRqCLUmIEQNIQAAAEQDASEAACKosqY2MP2rdTWE/AwhAkIAAACIHAJCAABE0OqtFeZ5ZrmdMqykIGu3j+/Vub7OEBlCAAAAiCQCQgAARGOFseJct6z87vTpUp8htGl7lVVU10a8fQAAAEhNBIQAAIigtQ3Foft02f0KY1KU28lyOtUfnteXVUa0bQAAAEhdBIQAAIggP6jTozC7VY9XFlHvovrgESuNAQAAIFIICAEAEEHrt/kBofqpYK3RqzOFpQEAABBZBIQAAIig9dvqgzo9OrcuQ0hYaQwAAACRRkAIAIB4yxBqCAj59YcAAACAcCMgBABANGoIkSEEAACAOEJACACACPE8zzYEMoRaHxDq1VBUem0ZASEAAABEBgEhAAAiZOuOaquqrXM/d29DQIgMIQAAAEQaASEAACJcP6hLXifLzsxocw2hjeWVVlVTH1ACAAAAwomAEAAAkV5hrA3ZQVKcl2VZGenmeV9tAwAAAAgnAkIAAES4oHTPzq1fYUzS09OsZ1F9EIlpYwAAAIgEAkIAAER4ylhb6gf5ejYsU+8XpQYAAADCiYAQAAARsq5hlbAeDcGdtuhWkOWuN5UTEAIAAECSBoRmzZplgwYNspycHJswYYK98cYbrXregw8+aGlpaXbyySdHvI0AALRVe5ac95UU1D9nQ3lV2NsFAAAAxDwgNHfuXLvsssts5syZtnDhQhs9erRNmTLF1q9f3+Lzli1bZpdffrkdcsghUWsrAADtKirdue0BoW4NASEyhAAAAJCUAaGbb77Zpk2bZueee66NGDHCZs+ebXl5eTZnzpxmn1NbW2vf/va37eqrr7YhQ4ZEtb0AALS1hlB7pox1b5gypqXnAQAAgKQKCFVVVdnbb79tkydP/qpB6enu9oIFC5p93jXXXGM9evSw7373u7t9jcrKSisrK2t0AQAg0jzPC1plrCMZQkwZAwAAQJIFhDZu3OiyfXr27Nnoft1eu3Ztk8955ZVX7C9/+YvdeeedrXqN66+/3oqKigKX/v37h6XtAAC0pLyyxnZW17Y7Q8ivIUSGEAAAAJJyylhbbNu2zb7zne+4YFBJSUmrnjN9+nQrLS0NXFasWBHxdgIAsK4hO6gwO9NyszI6sMoYGUIAAAAIv0yLIQV1MjIybN26dY3u1+1evXrt8vilS5e6YtInnHBC4L66ujp3nZmZaYsXL7Y99tij0XOys7PdBQCAWBSU7t6O6WLBGULbKmusorrWcjq1PagEAAAAxGWGUFZWlo0dO9bmzZvXKMCj2xMnTtzl8cOHD7dFixbZu+++G7iceOKJdthhh7mfmQ4GAEiGJeelc06mZWXUH6Y3bSdLCAAAAEmUISRacn7q1Kk2btw4Gz9+vN1yyy22fft2t+qYnH322da3b19XCygnJ8dGjhzZ6PldunRx16H3AwAQS18VlG57/SBJS0tz08bWlFbYxm2V1rdLbphbCAAAgFQW84DQmWeeaRs2bLAZM2a4QtJjxoyxp59+OlBoevny5W7lMQAAEnHKWHszhMQPCG3aTmFpAAAAJFlASC6++GJ3acr8+fNbfO7dd98doVYBANB+GxuKQfu1gNojsNLYNqaMAQAAILxIvQEAIAL8uj/dOhAQ6pbfEBAiQwgAAABhRkAIAIAI2FReH8Tpll+/fHx7lBTWP5cMIQAAAIQbASEAACJgcyBDqAMBoYYMIWoIAQAAINwICAEAEGae59mmhhpCxeHIEGrINgIAAADChYAQAABhVl5ZY1W1dY3qALWH/1w/uAQAAACECwEhAADCzA/g5GVlWG5WRsdXGSNDCAAAAGFGQAgAgIitMNb+6WJS0vB81SOqrfPC0jYAAABACAgBABChFcaKOzBdrP759QEhxYK27GDaGAAAAMKHgBAAABFaYaykAwWlJTMj3brmdXI/M20MAAAA4URACACACE0Z68gKY6F1hCgsDQAAgHAiIAQAQJj5wZtuDcGcjvDrEJEhBAAAgHAiIAQAQJht2l4fvOkWxgyhjWQIAQAAIIwICAEAEKEaQh1dZUxYeh4AAACRQEAIAIAw87N5wlFDqGte/Ta2ssoYAAAAwoiAEAAAYba5YcqYn93TEcX5nRplHQEAAADhQEAIAIAw8jwvELwJS4ZQwza27Kju8LYAAAAAHwEhAADCqKyixqprvbBPGdtChhAAAADCiIAQAABhtKmh+HNBdqbldMoIX0CIGkIAAAAIIwJCAADE6Qpj0rWhhpCmjGk6GgAAABAOBIQAAIjTFcaCM4Rq6zw3HQ0AAAAIBwJCAABEIkMoTAEhTTvLy6qfesbS8wAAAAgXAkIAAESghlC3/I4vOR+aJcTS8wAAAAgXAkIAAITRJn/J+TDVEGpcR4iAEAAAAMKDgBAAABEICIVryljjpeerw7ZNAAAANK2iosI+/fRTdx3P2+woAkIAAERiylg4M4RYeh4AACBqli9fbueff767judtdhQBIQAAwsiv81McxhpC/oplBIQAAAAQLgSEAACI41XGpEtefQ2hzUwZAwAAQJgQEAIAIEw8zwtk8fhZPeHgb4tl5wEAABAuBIQAAAiT8soaq671GtX9CQeWnQcAAEC4ERACACBM/FXAcjtlWG5WRti2S1FpAAAAhBsBIQAAwmRzBKaLSdf8+hpCW3ZQQwgAAADhQUAIAIAw2dIwpcsP4IQ9Q2h7latTBAAAAHQUASEAAMLEr/ETzvpBwdurqfNcnSIAAACgowgIAQAQJpFYYUxUj0h1idxrsPQ8AAAAwoCAEAAAcZ4hVL/NTo3qFAEAAAAdQUAIAIA4zxCSrg3bZKUxAAAAhAMBIQAAwp0hFIGAkB9k8gtXAwAAAB1BQAgAgDDx6/sUR2DKWBd/pTGWngcAAEAYEBACACBM/Po+4V52XoobagiRIQQAAIBwICAEAECY+MGaSNQQ8jOEKCoNAACAcCAgBABAGNTVeV8VlY7AlDE/yLSVgBAAAADCgIAQAABhULqz2uq8xtk84eQXqvYLVwMAAAAdQUAIAIAw8KdyFWZnWlZm+A+vXRtqCG2lqDQAAADCgIAQAADhrB9UEP7sIOnq1xAiQwgAAABhQEAIAIAw8AM1fuAmUjWEVKfI8xrmpgEAAADtREAIAIAwCBSUjsAKY8GBpupaz7ZX1UbkNQAAAJA6CAgBABAGm7dXRzRDKDcrw3I6pTeangYAAAC0FwEhAADCmiFUX/w5Evxgk/9aAAAAQHsREAIAIJw1hCI0Zcxtm8LSAAAACBMCQgAAhHOVsQhNGQstLA0AAAB0BAEhAADCYPOOyGcIdcmrn462paFeEQAAAJDQAaFZs2bZoEGDLCcnxyZMmGBvvPFGs4999NFHbdy4cdalSxfLz8+3MWPG2L333hvV9gIA0GyGUAQDQmQIAQAAIGkCQnPnzrXLLrvMZs6caQsXLrTRo0fblClTbP369U0+vri42H7+85/bggUL7P3337dzzz3XXZ555pmotx0AgF1qCEVwylgXikoDAAAgWQJCN998s02bNs0FdUaMGGGzZ8+2vLw8mzNnTpOP//rXv26nnHKK7b333rbHHnvYpZdeaqNGjbJXXnkl6m0HAECqa+usrKIm8hlCTBkDAABAMgSEqqqq7O2337bJkyd/1aD0dHdbGUC743mezZs3zxYvXmyTJk1q8jGVlZVWVlbW6AIAQDht3VEfoElLMyvKjeCy8w3BJlYZAwAAQEIHhDZu3Gi1tbXWs2fPRvfr9tq1a5t9XmlpqRUUFFhWVpYdd9xx9sc//tGOPPLIJh97/fXXW1FRUeDSv3//sL8PAEBq86dwdcntZBnpaRF7HX86GlPGAAAAkPBTxtqjsLDQ3n33XXvzzTftuuuuczWI5s+f3+Rjp0+f7gJI/mXFihVRby8AIEXqB0VwuphQVBoAAADhkmkxVFJSYhkZGbZu3bpG9+t2r169mn2eppUNHTrU/axVxj7++GOXCaT6QqGys7PdBQCAiK8wFsGC0sEBpy07qt206TTNUQMAAAASLUNIU77Gjh3r6gD56urq3O2JEye2ejt6jmoFAQAQC5t3RCdDqGtDUemqmjrbUVUb0dcCAABAcotphpBoutfUqVNt3LhxNn78eLvlllts+/btbtUxOfvss61v374uA0h0rcdqhTEFgZ566im799577fbbb4/xOwEApKpoZQjldsqw7Mx0q6ypc9PU8rNjfhgHAABAgor5SPLMM8+0DRs22IwZM1whaU0Be/rppwOFppcvX+6miPkULLrwwgtt5cqVlpuba8OHD7e//e1vbjsAAMTC5oZl4COdIaQpYiosvbaswq1s1r84oi8HAACAJBbzgJBcfPHF7tKU0GLR1157rbsAABAv/CLPxfmRW3Lep6CTAkL+NDUAAAAgZVYZAwAgLlcZi/CUseCg01YCQgAAAIh2QOjzzz/vyGsCAJCUGULdCiIfEOrSEHTyg1AAAABA1AJCWvL9sMMOc7V7Kioq2vXCAAAki6hmCDW8hl/IGgAAAIhaQGjhwoU2atQot0JYr1697IILLrA33nijXQ0AACBpVhmLcFHp4KXnt+yoL2QNAAAARC0gpJXAbr31Vlu9erXNmTPH1qxZY1/72tds5MiRdvPNN7tVwwAASAUV1bW2vao2KquMBb8GRaUBAAAQs6LSmZmZduqpp9pDDz1kN9xwgy1ZssQuv/xy69+/v5199tkuUAQAQDLT8u+SmZ5mhdmRX7zTz0KiqDQAAABiFhB666237MILL7TevXu7zCAFg5YuXWrPPvusyx466aSTOtQ4AAASpn5QfpalpaVFsag0U8YAAADQfu06langz1133WWLFy+2Y4891u655x53nZ5eH18aPHiw3X333TZo0KAONA0AgMRZYcwv9hxp/uuQIQQAAICoB4Ruv/12O++88+ycc85x2UFN6dGjh/3lL3/paPsAAEiQDKH6Ys+R5r+OXtfzvKhkJQEAACD5tCsgpClhAwYMCGQE+TQwXbFihftdVlaWTZ06NVztBAAgvjOEolBQOnhp+8qaOttZXWt5WZGvWwQAAIDk064aQnvssYdt3Lhxl/s3b97sposBAJAqNpU3ZAhFacpYXlaGZWXWH75Zeh4AAABRDQgpE6gp5eXllpOT0+7GAACQaKKdIaQpYl3z6qeNbWmYrgYAAAC0VZvyzC+77LLAYHTGjBmWl5cX+F1tba29/vrrNmbMmDY3AgCAhK8hFKUMIf+11pVVBoJRAAAAQEQDQu+8804gQ2jRokWuTpBPP48ePdotPQ8AQKqIdoZQcPDJD0YBAAAAEQ0IvfDCC+763HPPtVtvvdU6d+7c5hcEACCZbN5eX8enaxQDQn7waSs1hAAAANBO7Vqa5K677mrv6wEAkFT8Oj7FUZwy1qWhhhAZQgAAAIh4QOjUU0+1u+++22UF6eeWPProo+1uEAAAiUJTqDc3TBnrml8fpIluhhABIQAAAEQ4IFRUVOSKSfs/AwCQ6nZU1VpVTV3Uawh18WsIMWUMAAAAkQ4IBU8TY8oYAABfTdnKzky33E4ZUXvd4oZsJJadBwAAQFRrCO3cudOlyfvLzn/55Zf22GOP2YgRI+yoo45qd2MAAEjUFcb8LNpoZgix7DwSXVVVlRtDavXa3NxcO/zww9248oMPPnC3Na7cf//9LSMjw2pra+3999+3zZs3W3FxsY0aNcrdj9ZJhP5LhDYmQl8kYz/672njxo22YcMGe+ONN+zzzz9376tXr162xx57WGZmpu29997uPet3a9eutT59+thJJ53UaHXs4G1t3brVlUQpKyuzLl26WElJSaP+aqkv9f31j3/8w1avXt3k6yTz59Fefp+tWLHCNm3aZF27dnX9othCQUGBff3rX7f//ve/tnjxYqurq3P3VVRUuD7Wc9W/ijnst99+duKJJ9pHH31k7777rtv2mDFj3CW4b4P7Xp+v6DPX57DPPvvYhx9+aOvXr3fXao/iG2rD66+/bkuWLAm0OZzvX37/+99benq62/f0HoOPddGW5qn320gNVh2h733ve65D99prL/fh6B/VzTffbN///vctXukfu6a8lZaWskoaAKBD5i9eb+fc9aaN6N3Znrr0kKi97nsrttpJs161PkU59tr0IyxZccxO7s9i9uzZ9ve//90N+luiAboG/vPnz3d/4Pn0R+CFF15okyZNCkt7ktlLL71kt912W1z3XyK0MRH6Ihn7san31Bb6I/uMM85wf7u2Zlt+f0lzfalAxEMPPeQCDk29TjJ/Hh35zg/ts3BT0Oeyyy5zfbu7z9o/0dAaBx98sF133XWN7vv000/t/PPPt+0jTnS38z96wnYOnmS5X7xkd9xxh+25556NHv/zn//cXn311RaPdVdeeWVY9ou2HLPT2/MCCxcutEMOqR/4Pvzww26n1tmce+65x/7whz+0r9UAACTolLFo1g+SroEMIWoIIXH/MHjwwQddMEhn9v1xZbBjjz3WCgsLbceOHe6xGtzOmjXLnnrqKXc9ZMgQmzlzphv0o3nqH/WT+ite+y8R2pgIfZGM/ei/p7bWsPXr3yqYrD+I9R2iP8j9bel3w4YNc4/1M0d0W/fr93rcjBkzmuxL3a/tabuXX365PfLII+7afx19vyXr59HR73xlcUlTmVTtddhhh9lNN91k++67r0tWUd/q9fy+nzZtmnucfq+Lz2+L9O3b12XqNBc4UiBH+097+cGg4Gxy7Xd+RpDaomOd9q1o7xftCgipsTpAy3/+8x+XLaSUpwMPPNAFhgAASAUxCwg11BDaWV1rFdWRO9MGRIJS5pUZ5I8d9QfSa6+95m6PHz/eTSHwT0DOnTvX3S9btmyx4cOHu7OoSvW/9tprbeLEiXb77bdH9IxzIlO/6Ay5+kn9pX6Lt/5LhDYmQl8kYz/670nfE/pD36fvBF30R7Su/YCOT7e3bdtmEyZMsDfffNMFIvS9oj/I9R2jrAltU1kUBx10kEtw0LWeo/v1+06dOll2drZdffXVjfpSf7D7bdB2jz/+eOvWrZu7VvaLXkfXKrGSbJ9HR77z/b6prq52n09NTU3gO7+1wT7/WBB6nwIoCvTceuutrl/12en19Fnq8/vnP//pPl/9XrOZ9LkqIKW2iH7WZ1FeXu4CNj179gwch/zpXdqm9h99rm2l5+i5wQGokSNHupXZ//3vf7ttqz/8ftAxMZr7RbsCQkOHDrXHH3/czf175plnAnWDNP+OlG4AQKrYFKOAUEF2pmWm159loo4QIqGystL9sRR8CRfVj1BmkC7f+c533GBdg1/dnjp1qp133nnucUrz/9e//hWYUqZxpmpBBP8h8O1vf9vWrFnT6H58Rf2iflQ/hf4xFS/9lwhtTIS+SMZ+9N+Tggbr1q0L3K86MfpeOPTQQ911aA3bQYMGufuV9aH3rOldRx55pPudggHB21S/6A91Xfv361pBDH0Pqp5ZMH1fibav7QbTdvT9pe+z//u//0u6z6Mj3/nqk9GjR7t+8z8//ztfn1drNDW9WPdp23oN9ev//M//uM9O9+mz1OcX/Dnotj5XPcbfXlVVld1www3u58mTJ7v9wt9fRPWqVN9O9DhNFdOlpUQY/c5/nL9tZcP61XoUQFR7FIw6/fTT3X1+P+j1o7lftKuotCKj3/rWt+xHP/qRHXHEES4S52cLqcATAACpYHN5fTCmpCC6ASGdweqan2UbtlW6LKXeRblRfX0kv+uvv96dWY0EFQf1DR482J577rlGt3V2tqnHigqDBtPjm7of1qhf/H4KFQ/9lwhtTIS+SMZ+9NuqIE4wZeSI6tjOmzfPFXQO5v+hrz/8/e307t3b/awsIMnJyWnUL/516GuF9lfwd1JTfen/Xbxy5cpG202Gz6O9/D7z+1wLBgT3QztKGjf7GsH9rdcL/XfRXH+vbnj+N77xDXv22WcD+4v87W9/C/ysWna67E5ovSFRoWxf8D6r6dEPPPBAo36I5n7RrgwhRbGWL19ub731lj399NOB+xUcUkoVAACplSHUeAAZDV3z6qeNbaWOECJg+vTpbtqEf1FWeLgED4S/+OKLXW4vWLCgyceKVoYJpsc3dT+sUb/4/RQqHvovEdqYCH2RjP3ot9UP7Pi0GlTwH9ihgWM/I8cP7mg7ysYRv+yJVq4K7hf/OvS1Qvsr+Dupqb70v7/69evXaLvJ8Hm0l99nfp8HT7tSP4RjlVb/NYL7W68X+u+iuf7u0/B8TWcWf38RZR1NmTLF/awVyFQwWpeWagrpd/7j9Bw/gOkL3mdVW0qC+yGa+0W7AkKiQtLKBgpOgVNaluZ2AwCQCjZvr4zJlLHgwtJ+HSMgnPSHlMoABF/CRUsz+zVA7r33XjvhhBNcYU3d/utf/2pz5swJjDWPO+64wFizR48ebrnm4CyA++67z53JDb4fX1G/qB/VT6HTLeKl/xKhjYnQF8nYj/570pSd4MxBLTOu74UXX3zRXWuWSrBly5a5+1etWuXes5YpV9aHH/AJ3qb6RfVbdO3fr2tN5dH3oGq9BNP3lWj72m4wbUffX/o+u+CCC5Lu8+jId7765L333nP95n9+/ne+Pq+O1BDStvUa6ldl8+iz0336LPX5BX8Ouu3XEPK3l5WVZVdccYX7WRmr2i/8/cWPcTz//PPuZz1Oq4fpMnDgwGbbqt/5j/O3vXTp0kDQ58knn3Tt0XQ11bASvx/0+tHcL9oVENq+fbtdddVVrjiT6gmpenfwBQCAVOAHY7pFecpYcEBoKzWEkGA0+FZavgbD//3vf93yy5pmodsawKt4tOjE45lnnhn4Y0pFPj/55BO3uMmHH35ov/jFL9zZ+O9///uBlVrQmPpF/at+Un+p3+Kt/xKhjYnQF8nYj/570vdEcOFov/6MAjC6Di44LbqtTKDXX3/dDjjgADvrrLPc94qWDtd3jIr3apsKdKugvWa/6FrP0f36vQoOK3iklaqC+/Kaa64JtEHbVU2hjRs3umstOa/X0bWmRSXb59GR73y/b1RAWZ+P6i353/nKQu1IDSGtUrlo0SK79NJLXb/qs9Pr6bPU56d6Pfp89XstSe/XEFJbRD9/73vfc6uMadqWavj4xyFRmRxtU/tP8HS31tJz9Fztrz7VMjrllFPsmGOOcdtWf/j9cNFFF0V1v0jz2jFp75vf/KaLyKoQoCKboWle6ux4paKI+keuDqcANgCgI/b95TO2raLG5v34UNuje9PLlUbK9EcX2QNvLLcfTd7TLp1cv3RusuGYndyfhZYFVnp+U4P8YFqZR0tHq26DioP6NAbVH1STJk0KS3uSmVbh0YpH8dx/idDGROiLZOzHpt5TW+iPawUI9Ed/a7bl95c015cqKK2VrIJXgwp+nWT+PDrynR/aZ+GmEwcK4Khvd/dZ6/OqbWVbFNAJrQukgtHnn3++bR9xorud/9ETtnPwJMv94iU3VUzZQU0tPd/Sse7KK68My37RlmN2uwJCitBq1Qd1TKJhcAkACIeqmjrb8xf/dj+/O+NI69KQsRMtv336E7tt/lI756BB9ssT97FkxDE7+T8LnZl97LHH3NldnUXVSi5anUVnT3Vbqwftv//+gYG7Vl5RsU3VV1BKfSqcXQ+XROi/RGhjIvRFMvaj/56UjbNhwwaXWfL555+796UpQVrBSVkWe++9t3vP+p0CAaoNo+lEylJpalvKVtF3mr7j9DduSUlJo/5qqS/1/aXVrVQPpqnXSebPo738PlNdOtWCUgBH/aKQhDJ0VG9HmT2qD6WTBbpPtYDUx3qu+ldT9ZRBqhMFCsxpCppo9TJdgvs2uO/9LDN95voc9tlnH5expRUsda32KCijNii7bMmSJW77f/rTn3aZOtiegJDo2HbxxRe7/VRT1rTv6T0GH+uifcxu1ypj+uBSoQAWAAC7my6WkZ5mnXPq046jya9bxLLzSGQa3GtamC6hq/SE0kCZ1WzbLxH6LxHamAh9kYz9GPqetOJ1SzRVrLXbasvrNjUVqiPbSDWt6bO2JJ2MHTvWXdrb9/s1/M4vGh3cBj/g01SQr738bSmLqamAUSy0q4bQr371K7f0vOZBAgCQijY1FJRWLZ/09I6vkNFWfkYSRaUBAADQHu3KELrppptclWxVwB40aFCgIJNv4cKF7WoMAAAJV1A6BiuMSXE+y84DAAAgygGhk08+uQMvCQBA8gSEYrHkvJAhBAAAgKgHhLR8GwAAqWxTeUNAKAZLzrvXZdl5AAAARLuGkF+d+89//rNNnz7dVe32p4qtWrWqI+0BACAh+Jk5JTHKEFLtItleVWuVNZFbwhUAAADJqV0ZQlq6bfLkyW4ps2XLltm0adPcqmOPPvqoLV++3O65557wtxQAgDiyKTBlLDsmr1+Yk+lWOKut81wdoZ6dU3MJWwAAAEQxQ+iyyy6zc845xz777DPLyckJ3H/sscfaSy+91M6mAACQODY3rDIWqyljWtmsS259YWnqCAEAACAqAaE333zTLrjggl3u79u3r61du7Y9mwQAIKHEepUx6drw2lsICAEAACAaAaHs7GwrKyvb5f5PP/3Uunfv3p5NAgCQmEWlYxgQ8gtLb6awNAAAAKIREDrxxBPtmmuuserqanc7LS3N1Q664oor7LTTTmvPJgEASMgaQrHNEGLKGAAAAKIYELrpppusvLzcZQPt3LnTDj30UBs6dKgVFhbadddd186mAACQGKpr66x0Z3XsM4QaClr72UoAAABARFcZ0+pizz77rL366qv23nvvueDQ/vvv71YeAwAg2W1pmKKVlmbWpWHaViz42UlkCAEAACDiAaG6ujq7++673RLzWnJe08UGDx5svXr1Ms/z3G0AAJKZH4Dpmpflln6PFT87iYAQAAAAIjplTAEf1Q/63//9X1u1apXtu+++ts8++9iXX37plqE/5ZRT2twAAAASzeY4KCgt3RqWvCcgBAAAgIhmCCkz6KWXXrJ58+bZYYcd1uh3zz//vJ188sl2zz332Nlnn93mhgAAkGgFpWMdECJDCAAAAFHJEHrggQfsZz/72S7BIDn88MPtyiuvtPvuu6/djQEAIBFsjoMVxoIDQn6ACgAAAIhIQOj999+3o48+utnfH3PMMa7INAAAKbHkfMOUrVjp1rDKmIpc19V5MW0LAAAAkjggtHnzZuvZs2ezv9fvtmzZEo52AQAQtzZvr2y07HusdM3v5K5r6zwrq6iOaVsAAACQxAGh2tpay8xsvuxQRkaG1dTUhKNdAADErQ3b6gNC3WOcIZSdmWGF2fXHZaaNAQAAIGJFpbXKmFYTy85u+oxoZWX9ABkAgGS2sWGVsZKC2GYISdf8LNtWWePqGu3RPdatAQAAQFJmCE2dOtV69OhhRUVFTV70u/asMDZr1iwbNGiQ5eTk2IQJE+yNN95o9rF33nmnHXLIIda1a1d3mTx5couPBwAg3DaW158AKSmMfUAoUFi6IUgFAAAAhD1D6K677rJwmzt3rl122WU2e/ZsFwy65ZZbbMqUKbZ48WIXYAo1f/58++Y3v2kHHXSQCyDdcMMNdtRRR9mHH35offv2DXv7AABofspY7ANC/kpnLD0PAACAiGUIRcLNN99s06ZNs3PPPddGjBjhAkN5eXk2Z86cJh+vZe0vvPBCGzNmjA0fPtz+/Oc/W11dnc2bN6/ZaWxlZWWNLgAAtNeOqhrbUVUbdxlCfqFrAAAAIO4DQlVVVfb222+7aV+BBqWnu9sLFixo1TZ27Nhh1dXVVlxc3OTvr7/++kbT2vr37x+29gMAUs/GbfWZODmd0i0/KyPWzbHihsLWFJUGAABAwgSENm7c6FYuC13KXrfXrl3bqm1cccUV1qdPn0ZBpWDTp0+30tLSwGXFihVhaTsAIDVtaKgf1L0w29LS0mLdHKaMAQAAIPI1hOLNb37zG3vwwQddXSHVE2qKVkRrblU0AADaWz8oHlYYk+L8+nYQEAIAAEDCBIRKSkosIyPD1q1b1+h+3e7Vq1eLz/3d737nAkLPPfecjRo1KsItBQAgZIWxOAkIkSEEAACAhJsylpWVZWPHjm1UENovED1x4sRmn/fb3/7WfvWrX9nTTz9t48aNi1JrAQD4KiCkKWPx4Kui0gSEAAAAkEBTxrTk/NSpU11gZ/z48W7Z+e3bt7tVx+Tss892y8mrOLRomfkZM2bY/fffb4MGDQrUGiooKHAXAABSa8rYV0WlPc+Li7pGAAAAiH8xDwideeaZtmHDBhfkUXBHy8kr88cvNL18+XK38pjv9ttvd6uTnX766Y22M3PmTPvlL38Z9fYDAFI0Q6hhda9Y69bQjqqaOtteVWsF2TE/tAMAACABxMWo8eKLL3aXpqhgdLBly5ZFqVUAAOxqY3lVXE0Zy+2UYdmZ6VZZU2eby6sICAEAACD+awgBAJBo4m3KmKaI+YWlN22vbxsAAACwOwSEAABI4FXGpLhh2hiFpQEAANBaBIQAAGil7ZU1tqOqNq6mjElxfnagsDQAAADQGgSEAABoY3aQ6vbkx1GtHn/KGBlCAAAAaC0CQgAAtHW6WGF8rDAWuvQ8ASEAAAC0FgEhAABaacO2hhXG4qh+UHA9o40NBa8BAACA3SEgBABAK22Iw4LSwfWM/PYBAAAAu0NACACAVvIzcEriqKC0lDSsMraBDCEAAAC0EgEhAADaWEMobqeMlVNDCAAAAK1DQAgAgFbaEKcZQj0a2rN5e6XV1nmxbg4AAAASAAEhAADanCEUf6uMpaWZKRbESmMAAABoDQJCAAC0kl+02S/iHC8yM9KtOC+rUdAKAAAAaAkBIQAAWsHzPFtXVh9s6dk5x+KNX0eIwtIAAABoDQJCAAC0wpYd1VZVU+d+7lEYhwGhQjKEAAAA0HoEhAAAaIW1pRWBJd6zMuPv8OmvfEaGEAAAAFoj/ka0AADEoXVlFXE7Xazx0vMEhAAAALB7BIQAAGiFtQ0BoV5xGhDyC11vLGeVMQAAAOweASEAANowZaxnUXwGhCgqDQAAgLYgIAQAQBumjMV/hhABIQAAAOweASEAAFphTWl8B4TIEAIAAEBbEBACAKAtRaXjdcpYw7Lzm3dUWU1tXaybAwAAgDhHQAgAgCQoKt0tP9vS08w8rz4oBAAAALSEgBAAALtRUV1rW3dUx3VAKCM9zYrz67OEmDYGAACA3SEgBABAK6eL5XRKt865mRav/DpCLD0PAACA3SEgBABAK5ecV3ZQWlqaxSt/pTEyhAAAANpvwIABdscdd7jreN5mR8XvaU4AAOKsflDPOJ0utmuGEAEhAACA9srJybE999wz7rfZUWQIAQDQyiljveJ0hbHQDKGNZAgBAABgNwgIAQCwG2tLK+O6oLSvpKChqDQZQgAAANgNAkIAALQyQyjep4wFMoQICAEAAGA3CAgBANDKGkJxP2WsoL5968oICAEAAKBlBIQAAGjlKmPxniHUq6g+Q2hdQ3sBAACA5hAQAgCgBXV1nq3f5geE6gMu8apXUa673lZZY9sra2LdHAAAAMQxAkIAALRg844qq6713M89CuM7Q6ggO9Ndgqe5AQAAAE0hIAQAQAtWbtkZyA7Kyoz/w6Zf58if5gYAAAA0Jf5HtgAAxNDKLTvcdf+ueZYIejXUOSIgBAAAgJYQEAIAoAUrNtdnCPUvToyAkF/4miljAAAAaAkBIQAAWpEh1K9rfcHmeNebKWMAAABoBQJCAAC0YEVDDaFEmTLW0w8IkSEEAACAFhAQAgAgmTKEGqaMrSMgBAAAgBYQEAIAoBl1dV5glbFEqSHkrzK2hiljAAAAaAEBIQAAmrGhvNKqauosPe2rQEuiFJXeWF5p1bV1sW4OAAAA4hQBIQAAdjNdrHdRrnXKSIxDZrf8LOuUkWaeZ7ZhW2WsmwMAAIA4lRijWwAAYrjkfKLUD5L09DTrUci0MQAAALSMgBAAALvJEEqU+kGhS89TWBoAAADNISAEAMBuMoQSZcn50KXnyRACAABAcwgIAQDQjJVbE2vJeV8vlp4HAADAbhAQAgBgdxlCCTplbC0ZQgAAAGgGASEAAJpQW+fZ6q2JV1Q6eOl5AkIAAABoDgEhAACasLaswmrqPLeEux9gSbgMIaaMAQAAoBkEhAAAaMLKzfX1g/p0ybWM9DRLyAyhsgrzPC/WzQEAAEAcinlAaNasWTZo0CDLycmxCRMm2BtvvNHsYz/88EM77bTT3OPT0tLslltuiWpbAQCp48uGgFCirTDmB4TS0syqaups0/aqWDcHAAAAcSimAaG5c+faZZddZjNnzrSFCxfa6NGjbcqUKbZ+/fomH79jxw4bMmSI/eY3v7FevXpFvb0AgNSxdEO5u96je74lmqzM9MBKYysaAlsAAABA3ASEbr75Zps2bZqde+65NmLECJs9e7bl5eXZnDlzmnz8AQccYDfeeKOdddZZlp2dHfX2AgBSx9L1DQGhHgWWiPzMphVb6gtjAwAAAHEREKqqqrK3337bJk+e/FVj0tPd7QULFoTtdSorK62srKzRBQCA3VnSEBAa2j0xA0L9iutXRiNDCAAAAHEVENq4caPV1tZaz549G92v22vXrg3b61x//fVWVFQUuPTv3z9s2wYAJKfKmlpb3hBIGZqgGUIDihsyhAgIAQAAIB6LSkfa9OnTrbS0NHBZsWJFrJsEAIhzyzbusDrPrDAn07oXZif4lDECQgAAANhVpsVISUmJZWRk2Lp16xrdr9vhLBitWkPUGwIAtGe62B7dC9yqlomofyBDiBpCAAAAiKMMoaysLBs7dqzNmzcvcF9dXZ27PXHixFg1CwCAr+oHJeh0MenfUENo1dadVlNbF+vmAAAAIM7ELENItOT81KlTbdy4cTZ+/Hi75ZZbbPv27W7VMTn77LOtb9++rg6QX4j6o48+Cvy8atUqe/fdd62goMCGDh0ay7cCAEjCJecTOSDUszDHsjLSraq2ztaUVgQyhgAAAICYB4TOPPNM27Bhg82YMcMVkh4zZow9/fTTgULTy5cvdyuP+VavXm377bdf4Pbvfvc7dzn00ENt/vz5MXkPAIDknjKWqNLT06xf11z7fON2V0eIgBAAAADiJiAkF198sbs0JTTIM2jQIPM8L0otAwCkoro6zz7fmPgZQtKvOM8FhFaqjtAesW4NAAAA4knSrzIGAEBbqOZORXWdm27Vv2t9HZ5E5bd/OUvPAwAAIAQBIQAAgixpqB80qCTPMjMS+zAZWGmMpecBAAAQIrFHugAAhNnSJFhhzDcgsPQ8ASEAAAA0RkAIAIAgn61rCAglcEFpX/+u9QGh5aohBAAAAAQhIAQAQJD3V5W66xF9iizR9S+uryG0sbzSdlbVxro5AAAAiCMEhAAAaKCgyafrtrmfR/VL/IBQUW4nK8yuX1B0JXWEAAAAEISAEAAADT5aU2a1dZ6VFGRb76IcS3RpaWmBwtJfbiIgBAAAgK8QEAIAoMH7K7e669H9ilwwJRkM6Z7vrpc2rJ4GAAAACAEhAAAavL+yvn7QqH5dLFkM61Horj9rWD0NAAAAEAJCAACEZAglQ/0g37Ce9aulERACAABAMAJCAACY2baKavt84/bkCwj1qA8ILVm3zTzPi3VzAAAAECcICAEAYGaLVpWa4iV9u+Rat4JsSxYDu+VbZnqaba+qtTWlFbFuDgAAAOIEASEAABQQCtQPSp7sIMnKTLdBJfWFpZk2BgAAAB8BIQAAkrSgdOi0sc/WbYt1UwAAABAnCAgBAFKeaussXL4lsOR8sgnUESJDCAAAAA0ICAEAUt7SDdtdfR1Nr9pvQFdLNkN7svQ8AAAAGiMgBABIeS9/tsFdjx9UbLlZGZbMU8ZYaQwAAABCQAgAkPJe+Wyjuz5kWIklo8El+ZaeZlZWUWMbtlXGujkAAACIAwSEAAApraqmzhZ8vsn9fMiw7paMcjpluOXnhWljAAAAEAJCAICUpmLSO6pqraQg24b3qq+1k4yGstIYAAAAghAQAgCkNL9+kKaLpWteVZLas2d9QOjjNQSEAAAAQEAIAJDiXk7y+kG+Uf26uOv3Vm6NdVMAAAAQBwgIAQBSlgosL1pV6n7+2tDkDgjt178+IPTpum22vbIm1s0BAABAjBEQAgCkrH+8u8q0CvuY/l2sR+ccS2Z6f32KcqzOM3t/ZX0QDAAAAO2XXlFq6Tvrs6/TqhJv4Q4CQgCAlPXIwlXu+rSx/SwVjBlQnyX07gqmjQEAALRXUVGRdcrKttzPX7TcL15y9+WsWuju0+8SRWasGwAAQCx8tLrMPl5TZlkZ6XbCqN6WCpQJ9dSitfbuii2xbgoAAEDC6tmzp/3t3nustLRx1rWCQfpdoiAgBABISY8sXOmuj9i7h3XJy7JUMLqhsDQZQgAAAB2jwE8iBX+awpQxAEDKqa6tc/WD5LT9U2O6mOzbr8gy0tNsXVmlrSndGevmAAAAIIYICAEAUs7zn6y3jeVV1i0/yw7dq7ulirysTNuzZ6H7+d3lZAkBAACkMgJCAICU4nme/fH5z9zPZ4zrb50yUutQqDpCwrQxAACA1JZao2AAQMp77uP19sGqMsvLyrBphwy2VLNfQ0DoHTKEAAAAUhoBIQBASmUH3fLcp+7nsycOsm4F2ZZqxg8udtcLl2+xbRXVsW4OAAAAYoSAEAAgZfzno3X24eoyy8/KsPMnDbFUNKgk34aU5FtNnWevLtkY6+YAAAAgRggIAQBSQnlljV3zz4/cz1MPGmTF+amx1HxTvr5Xj0BxbQAAAKQmAkIAgJTw66c+tlVbd1q/rrl20WFDLZUdNrx+ZbUXFm9w0+gAAACQeggIAQCS3kufbrD7X1/ufr7x9NGWn51pqUx1hFRUe8O2SjeFDgAAAKmHgBAAIKmt3LLDfvzQe+7ncw4aZBP36GapLjszww4eWuJ+nr+YaWMAAACpiIAQACBplVVU23l3v+kyYYb3KrSfHr1XrJsUNw6jjhAAAEBKIyAEAEhKFdW1duHfFtqn68qtR2G2zTnnAMvLSu2pYk3VEXpnxVZbW1oR6+YAAAAgyggIAQCSzvbKGvvuX9+0V5ZsdLVyFAzq0yU31s2KK72Lcl0tIdWUnvvmilg3BwAAAFFGQAgAkFRKd1Tb2XPesFeXbLL8rAz7y9QDbGTfolg3Ky59e8IAd/3gm8utprYu1s0BAABAFBEQAgAkjSXry+3k2161t7/cYp1zMu3e/51AEekWHD2ylxXnZ9ma0gq3BD0AAABSBwEhAEBSeOGT9XbKba/aFxu3W98uuTb3gom2/4CusW5W3K82dsbYfu7n+17/MtbNAQAAQBQREAIAJLTq2jq7/t8f27l3v2nbKmps3MCu9o+LD7a9e3eOddMSwjfH108be/HTDfblpu2xbg4AAACihIAQACBhLVm/zc6YvcD+78XP3e2pEwfafdMmWElBdqybljAGleTboXt2d8Wlb3j6k1g3BwAAAFHC+rsAEGFVNXW2pnSnbdhWaZu3V1l1rWe1nmfZmelWmJPpghcDivMsp1NGrJuaMFQA+c6Xv7DfP/ep61/1429PG2XH7Ns71k1LSNOPHW4vf7bBnlq01l5dstEOHloS6yYBAAAgwggIAUAYeZ5ni9dtsze+2OwKG3+0uszVtKmp81p8XlqaWZ+iXBtcku8uI/t2tjH9u9rQHgWWkZ4WtfYngsVrt9lPH37P3ltZ6m4ftld3+/Wp+7pl1NE+w3t1tu8cOND+uuBLu/qfH9q/fnCIdcogiRgAACCZERACgA5ShoqyKp7+YK3N/3S9rSur3OUxOZ3SrUdhjlvRSZlB6WlpVlFT62rerCutsG2VNbZq6053eWXJxsDzCrIzbd++Rbb/wC42dmBXVyS5S16WpaJtFdU264WlNueVL6yqts6tIjbjhH3stP37WpoiauiQy47cy554b7V9uq7cbp+/1H5wxLBYNwkAAAARREAIANpZyFhBoH+9v8ae+XCtlVXUBH6X2ynDxg3qauMGFtvo/kW2Z89C612U02zQQllFG8urbNmm7S6baOmGcntvxVZ7f2WplVfW2ILPN7mLT1lDKpw8tuGijKJkDogo4Db3rRV263Of2cby+mDb5L172HWn7Gs9O+fEunlJoyivk/3s2L3tJw+/bzc/+6kN7JZnJ43pG+tmAQAAIEIICAFAGwITCsw8pSDQR2tt647qwO+6F2bbMSN72eS9e9r4wcVtqgekYI6er8sBg4oD99fWefbZ+m327vKtbvrZ28u32OcbttuS9eXu8uCbK9zjuuVn2f4Du9p+A7rYyD5Ftk+fztYtCYoq76iqsUcWrrLZ85e6zClR8OsXx+1thw/vkdRBsFg5Y1x/NyXvz698YZc/9J51y8+2rw2jnhAAAEAySvN0ajqFlJWVWVFRkZWWllrnzp2Trsjqii077YuN5bamtMJNQ1lbpkulm2qhP2aV1aCCtjV1dZaflWmdcztZ55xO1jk307oXZFv/4jxX3FbXfbvkWlYmNSSQ2kp3Vtv8xevtPx+tsxcXb3AZO76Sgiw7ZmRvO25UbxfIiUatHxWlVnDorS8329vLttj7q0rdv+1QfYpybESfIleLSEGivXoVun/T6QlQj0gBiUcWrrS5b65w/S89CrPtosOGuiXS+V6KrLo6zy554B3716I1lpmeZpdP2cvOP2RITPadZD5mJxo+CwAAku+YHRcBoVmzZtmNN95oa9eutdGjR9sf//hHGz9+fLOPf+ihh+yqq66yZcuW2bBhw+yGG26wY489NmUGNPoDaVnDtBJ3WV//s6abKNgTLhr79+ua587ID+meb0PcdYH7uVfn5qe/AIlsU3mlvaVsHAVdlm1207aCC0Iri+eoET3t+FF9XCZQrAs+V9bU2geryuztL+vb+mFDEeumqI7RkJICN+XMv+zRvcD6F+daXlbsEkaVCfXBqlJ7/pP19uxH6+yjNWWB3ylAfe7Bg1wgiFXYoqeiutZlCD35/hp3e8LgYvvh5D3twCHFUf3uT4ZjdrLgswAAIDEkVEBo7ty5dvbZZ9vs2bNtwoQJdsstt7iAz+LFi61Hjx67PP61116zSZMm2fXXX2/HH3+83X///S4gtHDhQhs5cmRSDGg0ENfy1Ou3VdrKLTts2cYdLtjjLhu325agaSqhVLtEAZw+XXKtV1G2C9yoxkZRbid3Vt1dMtLdmd7tlTVWtrPGBZh0WVdW4V5v+eb6S0V13W5fZ3D3fNujIVCk19RZ/B6ds2P6xyXij75mFFSprKlz2SwKYlQFfq6/1DV8Ffl/an71N2eaC7ooUyEj6LLr7XTLSEuzjIyg36WlNcpqUBadijhrfy+rqHb1aPTv60v372uHC6Ro3w81rEeBHTmip7uM7tcl7rNslBGo1c0UHPpgdal9uKrMPt9Y3mLAWMWulUHkLl3rr/VvultBlnXN62Rd87Lc90hmB1ae0n6g7zX1s77Lvti03bXzneVbG2VedcpIs6/v1cO+Ma6/mxoW66BbqtLn9fe3VtjMJz4MHA+UcTZlRC+btGd3G9670LIzIxukS4RjdqrgswAAIDEkVEBIQaADDjjA/vSnP7nbdXV11r9/f7vkkkvsyiuv3OXxZ555pm3fvt2efPLJwH0HHnigjRkzxgWVYjWgUSBl4fKtVltXZzW1njvjXevVX/u39Qex/iDdUV3rgjH6A0jX2ytr3c/6I06BoODitM1RloIydvbQWf7uBfXXPQqsd+ecsPyxqt1iQ8Mfbp/rsqG8/ucN9X8w724Jba2MpOk0hTmdLD87wwqyO1mBrnMyLT870wWU/D/e3XWjP/DTTX9zplma60MFCjSFQS+pfnS3Xd9a4HeBvq4L7vO6hj7376+/HfxZBN8Ovj/4Pv+fiH9WPChO0eh28O/9YIbeQ/3vGveP/9jgf37+j57+83T91WchCnhkKtiRkW6d0tPcktC67a51O7P+fvf7hvv9oIiu04N+9i9a6Up9XX+dFuhfv2/dfhy4r/6i4I2Clq25rqyudatB6edYfdOoq9U/eo9qR2vs2bPAxg4sdoWbNRVsQLc8S3Tar/Vvd2lQDSI/y1BBstZSUEgBIk03zcnMsOxO6S4ooGvt1fqc/X+jCvjp+6ysIQCnmkvNfQb6zjhkWIkdNryHHbl3T+uan5orqcWjFZt32B0vfe6CQ8Gfn74zVHhamaSacqzj0gWThoT1syMIET/4LAAASL5jdkzTOKqqquztt9+26dOnB+5LT0+3yZMn24IFC5p8ju6/7LLLGt03ZcoUe/zxx5t8fGVlpbv41Cl+J4XTyx+utiseWRS27emP+5L8LLcykaZM6A/SQd3y3dSOAcX5Lqiyq2orL28+e6ittHbP3iWdbO+SLmbDu3z1KrV1LgD25SZlL9VnVijDQhlGOvuvM8ladTvMXYwkogBNVmaay1ZT1pr2dwW8ggNgXwXEbJeglB9wVdDOBQQbAobNqQ25nZeV7oKVWr59QMO/KV3375rvau1otaWv1IT9+yJWSrLNSvrl2oR+uQorB+5XxtSarTttdWmFrdm6o+F6p60prbTSnVUukOMHqrdUmm3Z2v42KF6tzCP3nVacZ0N6FNiYfl1sWM/CrzKBaiusrKyiw+8X4VGUafaTwwfYd8f3tGc/WWevLdlob3yx2bbtrLUlK7fbkpVfPfbM0d0sozZ8Bc39f3txMLs95fmfQbJ8HwIAkKzaMn6KaUBo48aNVltbaz179mx0v25/8sknTT5HdYaaerzub4qmll199dW73K8spHj3eawbAAAR8KWC+7FuBCJiyC2R2e62bdvcmS7Ejj6DRBk/AQAAa9X4KekLvSj7KDijSFPSNm/ebN26daMocpijkBokrlixglTyMKNvI4e+jSz6N3JSpW91ZkuDmT59+sS6KSlPn4H2t8LCwqQYP6XKv6FEx+cU//iM4h+fUep9Tl4bxk8xDQiVlJRYRkaGrVu3rtH9ut2rV68mn6P72/L47OxsdwnWpctX058QXtp5+aKJDPo2cujbyKJ/IycV+pbMoPigKf39+vWzZJMK/4aSAZ9T/OMzin98Rqn1ORW1cvzU/uViwiArK8vGjh1r8+bNa5TBo9sTJ05s8jm6P/jx8uyzzzb7eAAAAAAAAMTZlDFN55o6daqNGzfOxo8f75ad1ypi5557rvu9lqTv27evqwUkl156qR166KF200032XHHHWcPPvigvfXWW3bHHXfE+J0AAAAAAAAkhpgHhLSM/IYNG2zGjBmuMLSWj3/66acDhaOXL1/u0pR9Bx10kN1///32i1/8wn72s5/ZsGHD3ApjI0eOjOG7gKblzZw5c5fpeeg4+jZy6NvIon8jh74FOoZ/Q4mBzyn+8RnFPz6jxJAdo88pzWMtVwAAAAAAgJQS0xpCAAAAAAAAiD4CQgAAAAAAACmGgBAAAAAAAECKISAEAAAAAACQYggIoU1eeuklO+GEE6xPnz6WlpbmVngLphrlWjGud+/elpuba5MnT7bPPvssZu1Npr4955xz3P3Bl6OPPjpm7U0k119/vR1wwAFWWFhoPXr0sJNPPtkWL17c6DEVFRV20UUXWbdu3aygoMBOO+00W7duXczanEx9+/Wvf32Xffd73/tezNqcKG6//XYbNWqUde7c2V0mTpxo//73vwO/Z58Fdo9xS/xj/BP/GEclBsZk8e/2OBzbERBCm2zfvt1Gjx5ts2bNavL3v/3tb+0Pf/iDzZ49215//XXLz8+3KVOmuJ0bHetb0QBozZo1gcsDDzwQ1TYmqhdffNF9uf73v/+1Z5991qqrq+2oo45yfe770Y9+ZP/85z/toYceco9fvXq1nXrqqTFtd7L0rUybNq3RvqvvCrSsX79+9pvf/Mbefvtte+utt+zwww+3k046yT788EP3e/ZZYPcYt8Q/xj/xj3FUYmBMFv/6xePYTsvOA+2h3eexxx4L3K6rq/N69erl3XjjjYH7tm7d6mVnZ3sPPPBAjFqZHH0rU6dO9U466aSYtSmZrF+/3vXxiy++GNhPO3Xq5D300EOBx3z88cfuMQsWLIhhSxO/b+XQQw/1Lr300pi2K1l07drV+/Of/8w+C7QD45b4x/gnMTCOSgyMyRJD1xiP7cgQQth88cUXtnbtWpdu7SsqKrIJEybYggULYtq2ZDF//nyXArrXXnvZ97//fdu0aVOsm5SQSktL3XVxcbG7VpReZ1GC993hw4fbgAED2Hc72Le+++67z0pKSmzkyJE2ffp027FjR4xamJhqa2vtwQcfdGf5lF7MPgt0HOOWxMH4J74wjkoMjMniW22cjO0yI7ZlpBwNqqRnz56N7tdt/3doP6VLK2Vw8ODBtnTpUvvZz35mxxxzjPuCyMjIiHXzEkZdXZ398Ic/tIMPPtgdCEX7Z1ZWlnXp0qXRY9l3O9638q1vfcsGDhzo6kO8//77dsUVV7g57Y8++mhM25sIFi1a5AYJmr6iueSPPfaYjRgxwt599132WaCDGLckBsY/8YVxVGJgTBa/FsXZ2I6AEJAgzjrrrMDP++67rytItscee7izZkcccURM25ZINLf6gw8+sFdeeSXWTUmZvj3//PMb7bsq3qp9VgN77cNons6Ga4Cgs3wPP/ywTZ061c0pB4BUwfgnvjCOSgyMyeLXXnE2tmPKGMKmV69e7jq0Erpu+79D+AwZMsSley5ZsiTWTUkYF198sT355JP2wgsvuKJuPu2fVVVVtnXr1kaPZ9/teN82RdMxhH1393SmaOjQoTZ27Fi3eogKr956663ss0AYMG5JTIx/YodxVGJgTBbfsuJsbEdACGGjVF7trPPmzQvcV1ZW5lbtUFocwmvlypVuDr0i+2iZ6lTq4KiUzOeff97tq8H0hdypU6dG+67SZ5cvX86+28G+bYrOigj7bvtSwCsrK9lngTBg3JKYGP9EH+OoxMCYLDHVxXhsx5QxtEl5eXmjCLIKMuqLRMXKVPBKc1WvvfZaGzZsmPsSuuqqq9wc1ZNPPjmm7U70vtXl6quvttNOO80NXpXW+dOf/tRFl7U8LnafNnv//ffbP/7xDyssLAzMw1Xx0NzcXHf93e9+1y677DLX1507d7ZLLrnEffkeeOCBsW5+Qvet9lX9/thjj7Vu3bq5+epaUnPSpEku7R/NU6FH1cnQd+u2bdtcP2qKxDPPPMM+C7QS45b4x/gn/jGOSgyMyeLf9Hgc20Vs/TIkpRdeeMEtfRd60ZKg/hKuV111ldezZ0+3bOsRRxzhLV68ONbNTvi+3bFjh3fUUUd53bt3d8sRDhw40Js2bZq3du3aWDc7ITTVr7rcddddgcfs3LnTu/DCC93Sj3l5ed4pp5zirVmzJqbtToa+Xb58uTdp0iSvuLjYfScMHTrU+8lPfuKVlpbGuulx77zzznP/1rOysty/fX2f/uc//wn8nn0W2D3GLfGP8U/8YxyVGBiTxb/z4nBsl6b/RS7cBAAAAAAAgHhDDSEAAAAAAIAUQ0AIAAAAAAAgxRAQAgAAAAAASDEEhAAAAAAAAFIMASEAAAAAAIAUQ0AIAAAAAAAgxRAQAgAAAAAASDEEhAAAAAAAAFIMASEAEXP33Xdbly5dYt0MAACAhMH4CUC0EBACUsiGDRvs+9//vg0YMMCys7OtV69eNmXKFHv11VcDj0lLS7PHH3+8zdseNGiQ3XLLLY3uO/PMM+3TTz8NS9sBAABigfETgGSVGesGAIie0047zaqqquyvf/2rDRkyxNatW2fz5s2zTZs2ReT1cnNz3SUeVVdXW6dOnSyexGObAABIdYyf4nusEo9tAhKGByAlbNmyxdM/+fnz5zf7mIEDB7rH+BfdliVLlngnnnii16NHDy8/P98bN26c9+yzzwaed+ihhzZ6nv/Vctddd3lFRUWNXuO2227zhgwZ4nXq1Mnbc889vXvuuafR7/XcO++80zv55JO93Nxcb+jQod4//vGPFt+b2nnNNdd4Z511lpeXl+f16dPH+9Of/rTLdvXaJ5xwgnvMzJkz3f2PP/64t99++3nZ2dne4MGDvV/+8pdedXW1+11dXZ17XP/+/b2srCyvd+/e3iWXXBLY5qxZs1z79Fz1zWmnndaoTb///e8btWH06NGB121vmwAAQPQwfmL8BCQzAkJAitABsaCgwPvhD3/oVVRUNPmY9evXu4OsBiJr1qxxt+X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tTQ9//vnnzWNa4dKArj3QBwDwfBrEcO5UWpvnd+/e3QRntEm/XszQ84vWEZwvtDk3wbKff5Qur/3paf8zeuFBAyolXeDTOqNzUEdpvVKVNlT8mdYJKkPLqResdNJAhjbTf++990wQTC+IapNu+zYoqQm78zbq1KlTiZ+hgRb9LTN58uRT6g8l9XNU/PxfGq1baPCkvPW309VVtO9DrePqxUOdSntP+8XhitRVtA5WfDQ43fYaKNImZrrftcme1lX0uLL3EQW4Kq8OCOkV7a5du5rO0LTdaU3QL37nqwlVHVzA6SsQxWm7Zj1Z6HGgPzj1R6l+sWvfKsUzHaxgL4MGL7UtfEmcgzR6xUqDFpqlc7r31YqPVhScr4iU9J4qMTHR3GoGUVnvqcEg5yskzoqf6LVCopk3zvTqlo4AVxIN9mjbfg3AlNQXkX6+dg5u7w+gOM0SO1N6dU8rVjoUvf4/a1BIy3QmNAip+0srWtqXlGY4aVt3vXqlVwWLH4fOWW1lsb9Or06VFsDp0qVLkfslHQvK3va/osdj8SuKlc2i06uH2p+A7l8NmunV3PJsAwCAZ9JzgGYJ6QUaDShUJriiGaf2bBd9j/IGMFydXtDUPoF0svdZpAEOe19DlaUZN3ou1j6ZtA6g53utF2gfSyXVmct7/tfXaj1I+1oqiT0AV9G6imZJaUZQSYoHeqqirqJ1I+2vUoOVeiFLA5WaOQ+4Mq+ORminqDqVRkcl0owAbSKiV9k1Wq693Z+uiUlZNABU1g9q1DzNMtEKxccff1zkcd3n2kTMTjuN1o51tZlTVXSMbGfPuHA+memVDfsPdXtn1dopoaakno52zqtlLCsIZn9f/Syt/BQ/0ZZEU4g1gFTS1S7n99SAp3biV54Tq27f4uvk3PFzcdq5oFZANFW4tM/X9df06DNpxlceegzoPtL9pxlZGuzSK0Lbtm07ZVnNAtSKa2kBKe34Wju91k4dtUJhp2nxZ0LLpFdJNeBUnmOnPCp6PJbEXiHV49y58q1XNItnRymtaOq6aKBRg4h69e3GG2+s9DoAADyDNj9W2rm0/fyi9RBtJuScJWTPxncOiGhGinYKrU2ltTm0Nj/T83HxH/AaXNCmSM51JT1nq+KZInYVqRNUd31F64MaENKLhbr+OpVWLlVa0EjPz9rkWzOENKO5tHpsZesWug+rqq5iz+jSulpV1FX0d4LzMaeZYcUvqOnvRM1Y07qKZnFr5rd2cQC4Oi6vlkFTUJcuXWrSIvWkoSl/+sPkTL749LWayqpfVJpaqF8WsJZeZSg+8oFmIxRvW6wZIfrDXzNYiivP0KOl+fzzz03FxU4DVHrStgcrtf8dPVHqaFL2Ck/xtOTiZdd1KmlId2eaFafL6Ym9ePn1vvMQonry075oNNuqrCZjeuVIgw/2pj3O9D3szc4qQ/8XNXNIR8EqrfKkn6/77cMPPzzlOR1a1j5qREWGndf/2ZL+T3VdtEyapqwVP92WgwcPNmV0TiHX0Tz0KpG21dcgSknsV7qc94PO61XPM6Hvq8et7jtty366Y6c8Kno8lkQDdhoc19RqZyX9byldVq+22bOxNEuoeEUMAOBd9OKXNj3Xpl/25k46wqvWQ4qfT3R0Ma072OtW+lrNwNU6uZ5r9dyi5+viI1raOb+fnp/1vgYb9HxWkorUCTQjWJVURyrvsPOaxV1S3z+aNa5BHA1A2TNidBvpSKZah7HT+pE2LdcAV4cOHUpdJ/v6Oys+AlhlaP1Ny2PP2HKm28Ue+CsvzVbXC/g6qpvWqStTV9FAmmZaaZ3S+fM14FPSxSulF6v0mNRtoq8tK/EAcBVenSFUFv0BqG2J9dY+7LimHepQk/q4NjOqKL2yrScczbDQLyf9Ia6doOkPteJtnVFzNHBiv0Kknfjq1SH9si/eXlwzNzR4M3bsWHMi1X2nJ1C9EqXNVyo7/LU2UdOKgX6+VhT0JKInbe3ETulJ/KOPPjInFU2H1uW0zbMGPrSTZK1Q/Pzzz6Ys2l+SDl2qV7Hmz5/v+Az7D3cNbOoJt2/fvuZHvTbX0qwb+zCaehxqP0ran5Z2LqjHvK6fNqnT1+rnlEU7ZNS+fXRIeL3appUhrTBpUEUDVVrp0k6zK0NPsJpOXNaVHj0Ra9BAOzHUbaOZSlox1MqUPq4VDXvmVHmHndeMI+0AUre/7nPdX7rtNZvnr7/+MvvLXknS7alZPbo/9ZjQQIZWRjTbUIdELY02EdP9odtb31v3qQZxSqtwVIQG0HQd9ftHjymt6GnTNO38UfetzldEeY/HsmhfXg888IBMmDDBpLNroF23szZf1KyxkgJ++v+nx7Z+hmZqAgC8i54j7Fks2v+LBla0fqFDituDK9rnnGZzaIa/1m20awitP2hgRrsCsGe56vla6ykaLNG6j15k0KyXf/3rX6aeokETO+0HRuv/2vRaz6VajhkzZphh4svqB7G8dQLNfNZ6hJ7bNPCjzcK1jzwNapR32Pn9+/ebi3b6Og1SaWsE3UbaykHPr7ru9qx33V76uJ7HtRNtrddonUbrf1r3KK05tm7j/v37m7JrQE3P/bpt9XVnSpugaXNwrZPreurFJ63Xap1cL5TqvnTO2i8PrRPrtteLSFr/0Xq91rO1HqzbS7dLWTTQqP2/6oAXul01aKXl0N9yehyVVFfR+qI2e9P9poN/VGWLAqDaWD3MmavQTfHDDz847k+fPt08pkMgOk86VPJVV11lltGhHEsaBtN5euyxx0r9zCNHjtjCw8NtH330UY2so7exDyO5YsWKMpfT4SgfeughMzS3Dkd/zjnn2JYuXWqGiSw+VKQOt/nPf/7TDM0ZEBBgi46ONkOZ2ocUrcyw8zpcpw59qsOo6+frUKYlDWm+Zs0a22WXXWaGwNShVnXYdj0W586dW+SzTzcVH6r7f//7nxlq036Mt2vXzgz9vm3bNvO8DrWqw6Pq0PHFFR923u6DDz4wQ8Lr+ujwqjrspw4Vr8OtVnbYeR0udtWqVUUeL2kf6ZDkL730ktneup10+FUty7PPPmtLS0ur8LDzSUlJthdffNF8jh4j+h2g73nhhRfavv/++1OWX716tRmSvXbt2raQkBDbBRdcYFuyZEmRZUoadn7z5s22QYMGmdfpkOp33HGHbd26dacM+ar7T/dTReg66HaNjY11HLc6HKvup+Jl0uFvnZU07Gx5jkfnbew8LK+dDu365JNPmrLocaLbU79T9f3uvvvuEtdD96kOEbx///4KrT8AwLOGnQ8ODrZ169bNNnHiRDOUuDMdQv0f//iHrVGjRuacp0OMa73MvpzWJfRc7jyUvP28pEOM6+u0ju58ztV63uDBg815PSoqypzf7MOzlzbsfHnrBOrDDz+0tWzZ0gyx7lw/KO+w8+np6bY333zTfFaTJk3Memv9q2/fvua9i28jXR+tv9apU8dsy969e5vfPqc7/+v5V4e019dFRETYrrzySlO3K77uZZ3/S6P7TevDcXFxtsDAQFMX0iHiX331VVO3O109u6Ttr+s5ZswYU9fQbdK4cWPbxRdfXKT+drrfC2+99Zap42hdR7fT4sWLTb1y6NChJS4/fPhw834l7WfAFfnon+oLN7kPjfI6jzL27bffmiZdmzZtOqXjMm0yo5F3TcO0D29YGk0XLOvqgY5soBkPmlEB76IZPHoVSzNnKps140yvWmh/LHqlprQ27Xqlw351A3A1mhauTfD0qqpe3S1O2+brlUy9ogsAQHXTbBXNUCmpiTS8k/Yppb/ttOuFkroouPTSS01mk/Y9BLgDmoyVQn94aFMTTbfUZiKlpRJqU4/K0pOLDmVO56gAvI326VS843F7PwQlNeFbuXKlSe8nmAkAAGqCjj6nTficm4dp9xHa3L6kuop2CaLNCUu6qAW4Kq8OCGlAxjl6q5kV+oNDr0BrHyyaIaT9Vmg/Fxog0g7I9Mq0tjMeMWJEhT9P+wfRts3aa732PfL000+b7CPtLBU4U5q5psdsWZ0+67Fr7xMLsJJmYWpwR/tp0GN20aJFpk8D7XdK+36y0z7WVq1aZb6HY2JiSh1hDgAAoCotW7bMdDSuAwtpqw/tf1FHJdYRxfQx59+QixcvNn0sar9B2p8m4C68OiCkV5ydhxHUzoKVdhqnP1S0AzdtuvDQQw+ZDlO1M7M+ffqcdvSm0mgHZhr80dGbNNVQOzrTL5qympQB5aXH55dfflnmMpreCrgCDU5qB5vaOWV6erqjo2n9znWmqfra6bt2xq8BI+3cEwAAoLppFwyxsbFmUAvNCtKkAU0W0AE7tKWI3YIFC0zn302bNjUddGvXIoC7oA8hAAAAAAAAL1PyuIIAAAAAAADwWASEAAAAAAAAvIy/Nw4VqB06h4WFFekxHgAAuBZt1X7s2DHTGb6vL9ewrET9CQAAz6s/eV1ASCsz2jkYAABwDwkJCdKkSROri+HVqD8BAOB59SevCwjplS37xgkPD7e6OAAAoBQ6Ap0GIeznbliH+hMAAJ5Xf/K6gJA9zVkrM1RoAABwfTRRsh71JwAAPK/+RIN8AAAAAAAAL0NACAAAAAAAwMsQEAIAAAAAAPAyBIQAAAAAAAC8DAEhAAAAAAAAL0NACAAAAAAAwMsQEAIAAAAAAPAyBIQAAAAAAAC8DAEhAAAAAAAAL0NACAAAAAAAwMv4W10AAEDlZWTnybqEo7Im/ogcOHpCsnPzxSYizeqHSKsGtaVfq/pSv3aQ1cUEAAAA4GIICAGAm7HZbLJ092GZ/GeCzNyUKDl5BaUu6+frI+fERcp1vWNlSMdo8fHxqdGyAgAAAHBNBIQAwI1oJtB/ftkiK/YecTzWuE4t6dGsrrRqECohgX6SV2CTfYeyZMOBNNl8MF0Wbk8xU9fYOvLP4e2ld4t6lq4DAAAAAOsREAIAN5CZnSfPT98sk1ckmPvBAb5yWY8mcm2vptK5SUSpr9tzKFOmrEyQSUv2mqZlV72/VO4a0FIeHtxWAvzoRg4AAADwVgSEAMDFrU04Kg9OXiN7D2eJtvi6vEcTeWhwG4mJqHXa17aIDJVHh7aTm89pLq/N2m4CSu8v2C3Ld6fK+zf2lKjw4BpZBwAAAACuxdLLwxMnTpQuXbpIeHi4mfr27Su//vprqctPmjTJ9H/hPAUH82MGgOf6Yc1+ueq9pSYY1CgiWL65o4+8emXXcgWDnDUMC5YXL+8i793QQ8KD/U2Q6Yr3lkj84axqKzsAAAAA12VphlCTJk3kxRdflNatW5tOUj/77DMZNWqUrFmzRjp27FjiazRwtG3bNsd9OkgF4In0O/H12dvlrd93mvuDO0TJK1d0lYiQgDN636GdYqRDTITc+Mly2Xc4ywSFvrz9bGkTFVZFJQcAAADgDizNEBo5cqQMHz7cBITatGkjL7zwgtSuXVuWLVtW6ms0ABQdHe2YoqKiarTMAFDdCgps8tSPmxzBoHvObyXv3dDzjINBdk3rh8iUu/pKu+gwST6WLTd+vFwOHD1eJe8NAAAAwD24TI+i+fn5MnnyZMnMzDRNx0qTkZEhzZo1k9jYWJNNtGnTpjLfNzs7W9LT04tMAODKwaAnftggXyzbZ/oLGn9ZZ3lsaDvx9a3abMiG4cEy+c4+0iaqtiSlZ8vNn/wpaVm5VfoZAAAAAFyX5QGhDRs2mKygoKAgufvuu+WHH36QDh06lLhs27Zt5ZNPPpEff/xRvvzySykoKJB+/frJ/v37S33/8ePHS0REhGPSQBIAuGozsSd/3Gg6ftb4z2tXdZVrezetts+rExIok27pLdHhwbIjOUPu+nKl5OUXVNvnAQAAAHAdPjb9BWKhnJwciY+Pl7S0NPn+++/lo48+kgULFpQaFHKWm5sr7du3l2uvvVaef/75UjOEdLLTDCENCunnaX9EAOAqXpu1zTQT08ygN67uJqO6Na6Rz92amC5XTFwqGdl5pnmaZiQBrkDP2Xoxh3O29dgXAAB43jnb8gyhwMBAiYuLk549e5psnq5du8qbb75ZrtcGBARI9+7dZefOwn42SqKZR/ZRzOwTALiaz5fudfQZ9PyoTjUWDFLtosPlpcu7mPmJ83fJ3C1JNfbZAAAAAKxheUCoOG0G5pzRc7p+h7TJWUxMTLWXCwCqy7xtyfLMT4X9oY29qI3c0KdZjZdhRJcYublf88IyfLdOEtNO1HgZAAAAAHhJQGjcuHGycOFC2bt3rwns6P358+fL9ddfb54fM2aMeczuueeek1mzZsnu3btl9erVcsMNN8i+ffvk9ttvt3AtAKDyticdk/u/XiMFNpGrzmoi918YZ1lZnhjeXro0iZC047kybup606cRAAAAAM9kaUAoOTnZBH20s+iBAwfKihUr5LfffpOLLrrIPK99Cx08eNCx/JEjR+SOO+4w/QbpcPXaNm7JkiXl6m8IAFyNjup1+2crTd89Z7eoJ/8e3Vl8tAMhiwT6+8qEK7tKoJ+vzNuWIlNWld5hPwAAAAD3Znmn0jWNThEBuAL96r3zi1Uye3OSxNarJT/de67UDQ0UV/Degl3y4q9bJSzIX2aN7S8xEbWsLhK8FOds18G+AADAPbhVp9IA4I0++mOPCQZpNs7E63u6TDBI3XFeS+netI4cy86T56dvtro4AAAAAKqBf3W8KQCgdCv3psqLM7ea+adGdpBOjSPElfj5+sh/Lu0sF7+9SH7ZkCh/7EiR81o3sLpYAAAvkZSUZK5sAzg9zQSJioqyuhhwUwSEAKAGHc7Ilvu+XiP5BTYZ1a2RXH92U3FF7WPCZUzfZvLp4r3y9I+b5NcHz5Mgfz+riwUA8IJg0A03jpHcnPKNOgx4u4DAIPnyi88JCqFSCAgBQA3RINCD366VxPQT0qpBqMnCsbIT6dP5x0Vt5Od1B2X3oUz5ZNFeuef8VlYXCQDg4TQzSINBx1sOkIJg18qgRdXxPX5Uau1ZKMdb9JeCWnWsLo7b8j2RJrJ7gfm/ISCEyiAgBAA15P2Fu+SPHYckOMBXJt7QU0KDXPsrODw4QJ4Y3k7GfrdO3p23U646q4nUrx1kdbEAAF5Ag0EFoZFWFwPVTINB7GfAOnQqDQA1YNNfafL67O1m/rlRnaRNVJi4g9HdGkunxuGSkZ0nb/++0+riAAAAAKgiBIQAoJqdyM2Xf3y7VnLzbTK0Y7Rc2bOJuAtfXx8ZN6y9mf9y2T7ZeyjT6iIBAAAAqAIEhACgmk2YtU22J2VIZO0g+c9lrt1vUEnOiYuUAW0aSF6BTV6Ztc3q4gAAAACoAgSEAKAaLd11WD5atMfMv3xFZ6kXGiju6PFh7UTjWDPWH5TNf6VbXRwAAAAAZ4iAEABUk/QTufLwlHVis4lc2ztWLmznvqM/6DD0IzrHmPk35xb2hQQAAADAfREQAoBq8tzPm+XA0ePStF6I/GtEB3F3DwxsbbKEftuUZDrJBgAAAOC+CAgBQDWYtzVZvl+13wRQJlzV1eWHmC+P1lFhMrJLIzP/5pwdVhcHAAAAwBkgIAQAVezYiVz55w8bzPxt57SQXs3riaf4+8DW4usjMmtzEn0JAQAAAG6MgBAAVLGXZ26Tv9JOmKZiYwe3EU8S17C2jDiZJfTegl1WFwcAAABAJREQAoAqtHz3Yfli2T4z/+JlnSUk0P2bihV394CW5nb6+r8k/nCW1cUBAAAAUAkEhACgipzIzZfHpxY2FbumV6z0i4sUT9SxUYSc37aBFNhE3l9IlhAAAADgjggIAUAVeWPODtlzKFOiwoNk3PD24snuGdDK3E5ZtV+Sj52wujgAAAAAKoiAEABUgY0H0uTDP3ab+X+P7iwRtQLEk/VuUU96NK0jOXkF8tmSvVYXBwAAAEAFERACgDOUX2CTcVM3mNsRXWLkog5R4ul8fHzkzv6FfQl9tTxejufkW10kAAAAABVAQAgAztAXS/fKhgNpEhbsL0+P7CDe4qIO0RJbr5YczcqVqWv2W10cAAAAABVAQAgAzkBi2gl5ddZ2M//o0HbSMCxYvIWfr4/c0q+Fmf9k0R4p0F6mAQAAALgFAkIAcAaen75ZMrLzpFtsHbm+d1PxNlf1ipWwIH/ZlZIpC3akWF0cAAAAAOVEQAgAKmnetmSZseGgyZR54dJO4uvrI96mdpC/XN0r1sx/upjOpQEAAAB3QUAIACpBO1F+6seNZv6Wfs2lY6MI8VZj+jYXHx+RhdtTZN/hTKuLAwAAAKAcCAgBQCW8M2+HJKQel5iIYPnHRW3EmzWtHyL9Wzcw818vj7e6OAAAAADKgYAQAFTQrpQM+WDhbjP/zCUdJTTIX7zdDX2amdvvVibIiVyGoAcAAABcHQEhAKgAm80mz/y0SXLzbXJB2wYyuEOU1UVyCRe2ayiNIoLlSFau/LrxoNXFAQAAAHAaBIQAoAJ+25Qkf+w4JIF+vvL0yI7io53nwHSsfc3JUda+XEazMQAAAMDVERACgAp0JK3DzKs7+7eU5pGhVhfJpVzTK1b8fX1k1b4jsuVgutXFAQAAAFAGAkIAUE4TF+ySA0ePm6ZRf7ugldXFcTkNw4NlcMfCJnRfLttndXEAAAAAuGpAaOLEidKlSxcJDw83U9++feXXX38t8zVTpkyRdu3aSXBwsHTu3Fl++eWXGisvAO8VfzhL3luwy8z/6+IOEhJIR9IlueHsws6lp605IBnZeVYXBwAAAIArBoSaNGkiL774oqxatUpWrlwpF154oYwaNUo2bdpU4vJLliyRa6+9Vm677TZZs2aNjB492kwbN26s8bID8C7PTd8sOXkFcm5cpAzrFG11cVxW31b1pWWDUMnMyZcf1hywujgAAAAAXDEgNHLkSBk+fLi0bt1a2rRpIy+88ILUrl1bli1bVuLyb775pgwdOlQeeeQRad++vTz//PPSo0cPeeedd2q87AC8x7xtyTJnS5LpH+eZSzrQkXQZdNtcfzJL6Ktl+8yobAAAAABcj8v0IZSfny+TJ0+WzMxM03SsJEuXLpVBgwYVeWzIkCHm8dJkZ2dLenp6kQkAyis3v8DRkfQt5zSXuIZhVhfJ5V3Ro4kEB/jK1sRjsibhqNXFAQAAAOCKAaENGzaYrKCgoCC5++675YcffpAOHTqUuGxiYqJERRV2WGqn9/Xx0owfP14iIiIcU2xsbJWvAwDPpZ0j707JlPqhgXL/wNZWF8ctRIQEyLBOMWZ+ysr9VhcHAAAAgCsGhNq2bStr166V5cuXyz333CM33XSTbN5ceDW+KowbN07S0tIcU0JCQpW9NwDPdiQzR96Ys8PMPzS4rYQHB1hdJLdxZc8m5nb6ur/keE6+1cUBAAAA4GoBocDAQImLi5OePXuabJ6uXbuavoJKEh0dLUlJSUUe0/v6eGk088g+ipl9AoDyeGPOdkk7nivtosPk6l5kF1ZEn5b1pUndWnIsO09mbS49ixMAAACAlwaEiisoKDD9/pRE+xaaO3dukcdmz55dap9DAFBZO5KOyZfL4838Uxd3ED9fOpKuCF9fH7m8R2GWEM3GAAAAANdjaUBIm3MtXLhQ9u7da/oS0vvz58+X66+/3jw/ZswY85jdAw88IDNnzpQJEybI1q1b5ZlnnjHD1d93330WrgUAT/TvGVskv8AmF3WIkn5xkVYXxy1dcbLZ2OJdh+TA0eNWFwcAAACAqwSEkpOTTdBH+xEaOHCgrFixQn777Te56KKLzPPx8fFy8OBBx/L9+vWTr7/+Wj744APTtOz777+XadOmSadOnSxcCwCeOMz8gu0pEuDnI08Mb291cdxWbL0Q6duyvujI8/9bRZYQAAAA4Er8rfzwjz/+uMznNVuouCuvvNJMAFAd8vIL5N8nh5m/uV9zaREZanWR3NqVZzWRpbsPy/er9st9F8SZpmQAAAAArOdyfQgBgJUmr0iQXSmZUjckQO67kGHmz9TQTtFSO8hf4lOzZMXeVKuLAwAAAOAkAkIAcFJGdp4ZWUw9MLC1RNRimPkzFRLoLyM6x5j5KTQbAwAAAFwGASEAOOmDhbvlUEaONK8fIted3czq4nhUszH1y4aDkpmdZ3VxAAAAABAQAoBCyekn5MOFu838o0PbSaA/X49VpWezutIyMlSycvJlxob/HygAAAAAgHX4xQMAIvL6nB1yPDdfujetI8M6RVtdHI/i4+Mjl58cgp7RxgAAAADXQEAIgNfbkXRMvl0Rb+Z1mHkNYKBqje7e2Nwu35Mqfx09bnVxAAAAAK9HQAiA13tp5lYpsIkM7hAlvZrXs7o4HqlxnVrSu0Xhtv1p3V9WFwcAAADwegSEAHi1ZbsPy5wtyeLn6yOPDWtndXE82qUns4SmrTlgdVEAAAAAr0dACIDXstls8vLMrWb+ml6x0qpBbauL5NGGd4qRQD9f2Zp4TLYmpltdHAAAAMCrERAC4LV+35osq+OPSnCArzwwsLXVxfF4ESEBcn7bBmZ+2hqajQEAAABWIiAEwCsVFNjk1VnbzfxN/ZpLw/Bgq4vkVZ1L/7T2gNkHAAAAAKxBQAiAV5qx4aBsOZguYUH+cnf/VlYXx2tc2K6h2eZ/pZ2QFXtTrS4OAAAA4LUICAHwOnn5BfL67MLsoNvPayl1QwOtLpLXCA7wk6Gdos38tLU0GwMAAACsQkAIgNeZuvqA7D6UKXVDAuTWc5tbXRyvbTb2y4aDkp2Xb3VxAAAAAK9EQAiAV9EAxJtzd5j5v50fJ2HBAVYXyev0aVlfosKDJO14rszflmJ1cQAAAACvREAIgFf5Znm8HDh63AQkbuzbzOrieCU/Xx+5pGsjM//j2gNWFwcAAADwSgSEAHiNrJw8eWfeLjN//4WtTX82sMaoboXNxuZsSZb0E7lWFwcAAADwOgSEAHiNSUv2yqGMbGlaL0SuOivW6uJ4tY6NwiWuYW3JySuQ2ZuSrC4OAAAA4HUICAHwCtpfzfsLdpv5Bwe1lkB/vv6s5OPjIxd3iTHz09cz2hgAAABQ0/hFBMArfPTHbhMUat2wtqO5EqxlDwj9seOQHM3Ksbo4AAAAgFchIATA42kzsY8X7THzDw1uYzo1hvXiGoZJu+gwySuwySyajQEAAAA1ioAQAI83cf4uycrJl86NI2RIx2iri4MSsoR+ptkY4LVOnDgh27dvN7cAAHiLEy5w/iMgBMCjHUw7Ll8s22fmHx7S1vRdA9dxcZfC4eeX7DoshzOyrS4OAAvEx8fLnXfeaW4BAPAW8S5w/iMgBMCjvTV3pxnJqneLetK/daTVxUExzSNDpVPjcMkvsMnMTYlWFwcAAADwGgSEAHisvYcy5buVCWb+EbKDXD5LaPq6g1YXBQAAAPAaBIQAeKw35mw3mSfnt20gvZrXs7o4KMWIzoX9CC3fc1iSj9GHCAAAAFATCAgB8EjbEo/Jj+sKOyp+eHBbq4uDMsTWC5GusXWkwCYycyPNxgAAAICaQEAIgEeaMGub2GwiwztHS6fGEVYXB6cx8uRoYzQbAwAAAGoGASEAHmdtwlGZtTlJfH1Exl7UxurioByGn2w2tmJfqiSm0WwMAAAAqG4EhAB4ZHaQurR7E4lrGGZ1cVAOjerUkrOa1TVZXTM2kCUEAAAAeHRAaPz48dKrVy8JCwuThg0byujRo2XbtsIfcqWZNGmSGSnIeQoODq6xMgNwbUt3HZY/dhySAD8feXBQa6uLgwq4+GSzsRnrC/t+AgAAAOChAaEFCxbIvffeK8uWLZPZs2dLbm6uDB48WDIzM8t8XXh4uBw8eNAx7du3r8bKDMB12Ww2efVkdtA1vZqazorhPoZ2KgwIrY4/SrMxAAAAoJr5i4Vmzpx5SvaPZgqtWrVK+vfvX+rrNCsoOjq6BkoIwJ3M25Ysq/YdkeAAX7n/wjiri4MKio4Ilp7N6pp9+NumRLmpX3OriwQAAAB4LJfqQygtLc3c1qtXr8zlMjIypFmzZhIbGyujRo2STZs2lbpsdna2pKenF5kAeJ6CApu8+tt2M39T3+bSMJympO5oWKfCYP8v9CMEAAAAeEdAqKCgQB588EE555xzpFOnTqUu17ZtW/nkk0/kxx9/lC+//NK8rl+/frJ///5S+ymKiIhwTBpEAuB5fl7/l2w+mC61g/zl7gGtrC4OKmnoyYDQir2pknIs2+riAAAAAB7LZQJC2pfQxo0bZfLkyWUu17dvXxkzZox069ZNBgwYIFOnTpUGDRrI+++/X+Ly48aNM5lH9ikhIaGa1gCAVXLyCmTCrMLsoLv6t5S6oYFWFwmV1KRuiHRtEiEFNpFZmxOtLg4AAADgsVwiIHTffffJ9OnTZd68edKkSZMKvTYgIEC6d+8uO3fuLPH5oKAg0wm18wTAs3y7Il7iU7MksnaQ3HZeC6uLgyrqXPrXDQSEAAAAAI8MCOmIQBoM+uGHH+T333+XFi0q/kMuPz9fNmzYIDExhT8gAHiXzOw8eXNuYUD4gYFxEhJoaV/5qMJ+hJbuPixHMnOsLg4AAADgkXytbiam/QB9/fXXEhYWJomJiWY6fvy4YxltHqbNvuyee+45mTVrluzevVtWr14tN9xwgxl2/vbbb7doLQBY6ZNFe+RQRrY0qx8i1/RuanVxUAWaR4ZK+5hwyS+wyezNSVYXBwAAAPBIlgaEJk6caPr1Of/8802Gj3369ttvHcvEx8fLwYP/P9rMkSNH5I477pD27dvL8OHDzahhS5YskQ4dOli0FgCskpqZI+8v3G3mHxrcVgL8XKIVLKrAcPtoYxsZbQwAAACoDv5WNxk7nfnz5xe5//rrr5sJAN6dt1MysvOkY6NwubgzzUY9ybDOMTJh9nZZvPOQpB3PlYhaAVYXCQAAAPAoXE4H4JYOHD0uXyzdZ+YfHdpOfH19rC4SqlBcw9rSumFtyc23ydwtNBsDAAAAqhoBIQBu6dXftklOfoH0bVlf+reOtLo4qKYsIfXrRkYbAwAAAKoaASEAbmd1/BH5Yc0B8fEReWJ4e/HRGXjsaGMLtqeYpoEAAAAAqg4BIQBupaDAJs/+vNnMX9GjiXRuEmF1kVBN2kWHSfP6IZKTVyDztyVbXRwAAADAoxAQAuBWpq09IOsSjkpooJ88MrSt1cVBNdLMryEdC7OEZm2iHyEAAACgKhEQAuA2MrPz5KWZW838fRe2loZhwVYXCdVs8MmA0LytySZTCAAAAEDVICAEwG1MnL9LktKzpWm9ELn13OZWFwc1oHtsHYmsHSTHsvNk2e7DVhcHAAAA8BgEhAC4hYTULPngj91mXjuSDvL3s7pIqAG+vj5yUYcoM//bJkYbAwAAAKoKASEAbuHFX7eaJkP9WtWXIR0LAwTwDvb9PXtzkulUHAAAAMCZIyAEwOXpsOMzNhwUXx+Rp0Z2YJh5L9O3VX2pHeQvyceyZd3+o1YXBwAAAPAIBIQAuLTjOfnyr2kbzPxN/ZpLu+hwq4uEGqbNA89v28DM/8ZoYwAAAECVICAEwKW99fsOSUg9LjERwfLQYIaZ91aO4ec3048QAAAAUBUICAFwWZv/SpcPFxZ2JP3cqE6m2RC8k2YIBfj5yO6UTNmZnGF1cQAAAAC3R0AIgEvKzsuXsd+tlbwCmwztGO0YaQreKSw4QPq1ijTzjDYGAAAAnDkCQgBc0ltzd8jWxGNSLzRQ/n1pJ6uLAxcw+ORoY7M2048QAAAAcKYICAFwOavjj8jE+bvM/H8u7SSRtYOsLhJcgGaJ6QBz6xKOSmLaCauLAwAAALg1AkIAXEpaVq78/Zs1UmATGd2tkQztFGN1keAiGoYFS/fYOmZ+9hayhAAAAIAzQUAIqCF5+QWSdjxXDmVky9GsHEk/kStZOXmmrxybzWZ18VyCboeHv18n+48cl6b1QuS50TQVQ1GD7aON0Y8QAAAAcEYYsgeoAvkFNtmVkiE7kjIkPjXLTAmpWXLg6HFJP54rGdka+Cko9fWBfr4SXitAImr5S0StANNvTnREsMRE1JLocL0NluaRoebWR9vMeKiPF+2R2ZuTzPZ497oeEh4cYHWR4ILDz7/461ZZuuuwCbDq/wsAAACAiiMgBFRCQYFN1u0/Kot3HpLFOw+b+ayc/Eq/X05+gckc0qksIYF+0iIyVFo1qC1tompL5yZ1pEvjCKkbGijubv62ZPnPL1vM/L8ubi+dm0RYXSS4ID3+WzesLTuSM8wxM6pbY6uLBAAAAHhPQGj37t3SsmXLqi8N4OLNmTYcSJOpqw/IrxsPSlJ69inBmnbRYdKsfqjE1guR2Lq1pEndEKkbGiChgf4SGqSTn8l+0YyifJvN3Obm20wGkfadoxkPOh3OzDad5h5MO2Fu/zp63GQdadBp01/pZnKmzau6NImQs1vUk3PiIs2PZnfKJNqWeEzu+7qw36ArejaRG/s0s7pIcPHRxjQgpMPPExACAAAAajAgFBcXJwMGDJDbbrtNrrjiCgkODq7kxwOuT/v4mbbmgHy+dF+RQExYkL+c2zrSBGB6t6hnsnb8fMsXhPH38ynyz6fNXhrXqVXma3LzC0xQaFdyhuxKyZStiemyfn+a7DmU6WimNn39QbOsNi3Tcp3XOlIuaNfQpZteabO6WyetMEEx3Y7/ubSzWwWzYE2zsXfn7ZL521LkRG6+BAf4WV0kAAAAwDsCQqtXr5ZPP/1Uxo4dK/fdd59cffXVJjjUu3fvqi8hYGEg6Ovl8fL+gt2SmF44xHWgv68M6xQto7o1MgGXIP+a+yEa4Odrgk46OdPMIs1cWhN/RJbsOiyr9h0xmUXfr9pvpgA/H1PWoR2jzbDd9V1oCHfNfrruw2UmKKRZTe/f0NNsY6AsnRtHmL619P9yya5DcmG7KKuLBAAAAHhHQKhbt27y5ptvyoQJE+Snn36SSZMmybnnnitt2rSRW2+9VW688UZp0KBB1ZcWqKGmYTM3Jsr4X7earBsVFR4kt5/b0jRncrX+eiJCAkymkk73D2wtx3PyZeW+VFm085DM3ZIsO01fKylmeuKHDSY4pOsxuEO01Aq0LrNCm8Hd8NFy2Xc4S2Lr1ZKvbj/b5bYtXJNmkGmzMc3am7UpiYAQAAAAUAlndCne399fLrvsMpkyZYq89NJLsnPnTnn44YclNjZWxowZIwcPFjZfAdyFZqrc/OkKueer1SYY1DAsSF64tJMsfPQCuaN/S7cIWGiQ57zWDWTcsPYyZ+wAmTO2vzwypK10ahxu+uj5Y8cheWDyWun1whx57Pv18uee1Bof9n7D/jQZ/e5i2X0o0zSV+/r2PtLoNE3mAGca0FQ6Kp32xQUAAACgBkcZW7lypXzyyScyefJkCQ0NNcEgbTq2f/9+efbZZ2XUqFHy559/nslHADVCAyJTVu2X537ebPqy0WZLdw9oJXf1b2k6g3ZncQ3DzHTvBXGy73Cm6RR76pr9kpB6XL5dmWAm7ZT6sh6N5fIeTUyH2NW5nX9a95c8/r8Ncjw3X9pGhcnHN59lOt8GKuLslvUkLNhfDmfmyNqEo9KzWV2riwQAAAC4lUr90n3ttddMH0Lbtm2T4cOHy+eff25ufX0LE45atGhhmpE1b968qssLVLmsnDz517SNJlCiejStIy9f0VXiGhbtq8cT6Aho/7iojTwwsLWs2Jsq/1u9X37ZkGiyod6Ys8NMOlLZ5T2byPDOMVK7CoNhRzJz5F8/bpQZJzu+1g6v372+h0t3eA3XpX1qnd+2ofy87i+ZsyWJgBAAAABQQZX6tTdx4kTTV9DNN98sMTExJS7TsGFD+fjjj8+0fEC12n8kS26btFK2JR0THSBs7EVt5J7z48o9Wpi78vX1kbNb1jfTs5d0MsN3awfUi3cdkuV7Us309I+bZFCHKNMR9fltG1Q6cKMBt0lL9sp783dJ+ok8s23vvzBO7rsgTvz96EAalTeofWFAaO6WJHlsaDuriwMAAAB4fkBo9uzZ0rRpU0dGkHNzkISEBPNcYGCg3HTTTVVVTqDKrd9/VG77bKWkHMuWBmFB8va13aVPy/ribbTPodHdG5tJO3r+Yc0Bkzm0OyXT/NjWSUcq022jwSEdGr51w7Ayg2Z5+QWy/kCaTFtzwDQRO5qVax7XJmIvX9FFusbWqcE1hKc6v01DcxxuT8qQ+MNZ0rQ+TQ8BAACAag0ItWrVynQYrVlAzlJTU01zsfz8/Mq8LVBjFu88JLd/ttL0Y9MuOkw+ubkXnRqLmG2gfQ397fxWsm5/mhltbfbmRNmVkmk6o9ZJhQb6SauGtU1/Q5GhgRIc4Gc69k3NzJH9R4+bTqN129rpKGL/GNRGRnVr7PHZV6jZEfZ6Na8ry3anmmZjt57bwuoiAQAAAJ4dECptRKKMjAwJDg4u9/uMHz9epk6dKlu3bpVatWpJv379zGhlbdu2LfN1OqrZk08+KXv37pXWrVub12gfRkB5zN+WLHd9sUqy8wpMPzYTb+hZpX3leMqw3t1i65jp8WHtZFdKhhnNaeH2FFmXcFQyc/Jl/f40M5VGO/y9oG1D0x/ROa3q0zwM1WJQ+ygTEJq7lYAQAAAAUBEV+hU8duxYx4/Fp556SkJC/j89X7OCli9fLt26dSv3+y1YsEDuvfde6dWrl+Tl5ckTTzwhgwcPls2bN5tRy0qyZMkSufbaa00w6eKLL5avv/5aRo8eLatXr5ZOnTpVZHXghRZsT5E7P18lOfkF5ofku9d3lyB/P6uL5fJaNagtrQbUNiOvaSaQBoj2HMqUhNQsSTuea4Jrqn5ooGl+17lxhHmN9lUEVKeB7aPk3zO2yPLdqZJ+IpdOygEAAIDqCAitWbPGkSG0YcMG00+Qnc537drVDD1fXjNnzixyX0cm02Zoq1atkv79+5f4mjfffFOGDh0qjzzyiLn//PPPmz6N3nnnHXnvvfcqsjrwMmvij8jdXxQGg4Z1ipY3r+luhpdHxWiTrzZRYWYCrNYiMlRaNQg1zRoXbEuRkV0bWV0kAAAAwPMCQvPmzTO3t9xyiwnMhIeHV2lh0tIKm5/Uq1ev1GWWLl3qyFSyGzJkiEybNq3E5bOzs81kl56eXmXlhfvQjJZbJ60w/dpoMzGCQYDn0Gy/XSm7zWhjBIQAAACA8qnUL+JPP/20yoNBBQUF8uCDD8o555xTZtOvxMREiYqKKvKY3tfHS6JNyyIiIhxTbGxslZYbru9oVo4JBh3JypWuTSLkvRt6EgwCPMigDoXnhHnbUswIdwAAAACqMEPosssuM026NBCk82XRjqIrSvsS2rhxoyxatEiq0rhx44pkFGmGEEEh76E/Du//Zo3sO5wljevUMqOJhdKBNOBRejStK3VDAkzQd+W+I9KnZX2riwQAAAC4vHL/MtbsGu1M2j5fle677z6ZPn26LFy4UJo0aVLmstHR0ZKUlFTkMb2vj5ckKCjITPBOr/y2zQyVXivATz4cc5bUr82xAHhiv1YXtGsoU1cfMM3GCAgBAAAAVRgQ0mZiJc2fCe2c+v7775cffvhB5s+fLy1anH7I4L59+8rcuXNN8zI77VRaHwec6Q/D9xfuNvOvXtlVOjSq2maOAFyrHyENCM3Zkiz/HNHB6uIAAAAALq9SHakcP35csrKyHPf37dsnb7zxhsyaNavCzcS+/PJLM3R8WFiY6QdIJ31/uzFjxphmX3YPPPCAGZ1swoQJsnXrVnnmmWdk5cqVJssIsEtKPyEPT1ln5m85p7mM6BJjdZEAVCPtLD7Az0f2HMo0ncgDAAAAqIaA0KhRo+Tzzz8380ePHpXevXubAI0+PnHixHK/jy6rI4udf/75EhMT45i+/fZbxzLx8fFy8OBBx/1+/fqZANIHH3xghrn//vvvzQhjZXVEDe9SUGCTByevNf2JdIgJl8eHtbO6SACqWVhwgKOp2JzNRZsVAwAAAKiigNDq1avlvPPOM/MakNH+ezRLSINEb731VoWajJU03XzzzY5ltCmZdmbt7Morr5Rt27aZ4eS1I+rhw4dXZjXgoT5buleW7j5s+g16+7ruEuTvZ3WRANRQszE1d0uy1UUBAAAAPDMgpM3FtImX0mZiOuqYr6+v9OnTxwSGAKvEH86Sl2duM/NPjGgvrRrUtrpIAGrIwPYNze3KfalyJDPH6uIAAAAALq1S42/HxcWZZlqXXnqp/Pbbb/KPf/zDPJ6cnGyGpQesoNllj09dL8dz86VPy3pyfe+mVhcJQA1qUjdE2kWHydbEYzJvW7Jc1qPsUSsBlE6zsHWyS09Pr/bP5KIiFMcBUHH837infS6w3yoVEHrqqafkuuuuM4GggQMHOkb40myh7t27V3UZgXKZsnK/LNl1WIIDfOWly7uIr6+P1UUCYEGzMQ0IabMxAkJA5Y0fP16effbZGv3MF154oUY/DwA8Bd+fqNGA0BVXXCHnnnuu6exZO3a20+CQZg0BNe1oVo68OHOrmR97URtpVj/U6iIBsMCgDlHyzrydsmB7iuTkFUigf6VaRgNeT0d4HTt2bJEModjY2Gr9zH/+85/SrFmzav0MuMcVc37cAhXD96d72ucC33eVCggp7UhaJ2c62hhghQmztktqZo60iaott5zTwuriALBIl8YR0iAsSFKOZcvyPYflvNYNrC4S4JaCgoLMVJP0x0ybNm1q9DMBwBPw/YkaDQhlZmbKiy++KHPnzjX9BhUUFBR5fvfu3ZUuEFBRGw+kyVfLC9tfPnNJRwnwIyMA8FbaVPTCtg3l25UJZvh5AkIAAABAFQaEbr/9dlmwYIHceOONEhMTIz4+9NUC6zqSfm76ZimwiVzcJUb6tYq0ukgAXKDZmAaE5m5NlmcusXGOAgAAAKoqIPTrr7/KjBkz5JxzzqnMy4Eqox3H/rknVYL8feWJ4e2tLg4AF3BOXH3Td9D+I8dlR3KGtIkKs7pIAAAAgMupVNuaunXrSr169aq+NEAF5OUXyEsnO5LWfoMa1alldZEAuICQQH/p16q+I2gMAAAAoIoCQs8//7wZej4rK6syLweqxPer9pur/3VCAuSe81tZXRwALmRg+yhzO3dLktVFAQAAADynydiECRNk165dEhUVJc2bN5eAgIAiz69evbqqygeU6ERuvrw+Z7uZv++COImoVfQYBODdLmzXUJ7U81H8ETMCYb3QQKuLBAAAALh/QGj06NFVXxKgAr75M16S0rOlUUSw3Ni3mdXFAeBiGtepJe2iw2Rr4jFZsD1ZLu3exOoiAQAAAO4fEHr66aerviRABbKDJs7fZebvvTBOgvz9rC4SABc0qH2UCQhpP0IEhAAAAIAq6ENIHT16VD766CMZN26cpKamOpqKHThwoLJvCZQ7Oyj5WGF20JU9Y60uDgAXdWH7huZ2wfYUyc0vsLo4AAAAgPtnCK1fv14GDRokERERsnfvXrnjjjvMqGNTp06V+Ph4+fzzz6u+pEAJ2UE6tDQAlKRrkzpSPzRQDmfmyIq9qdKvVaTVRQIAAABcRqV+TY8dO1Zuvvlm2bFjhwQHBzseHz58uCxcuLAqywcUMWXVfrKDAJSLn6+PnN+2MEvod4afBwAAAM48ILRixQq56667Tnm8cePGkpiYWJm3BE4rL79APly428zf2b8l2UEATmvQyWZjv28lIAQAAAA4q9Qv6qCgIElPTz/l8e3bt0uDBg0q85bAac3clCjxqVlSNyRArupFdhCA0zu3daQE+PnI7kOZsjslw+riAAAAAO4dELrkkkvkueeek9zcXHPfx8fH9B302GOPyeWXX17VZQTEZrPJewsK+w4a07e5hARWqvsrAF4mLDhAzm5R38yTJQQAAACcYUBowoQJkpGRYbKBjh8/LgMGDJC4uDgJCwuTF154oTJvCZRpya7DsvFAugQH+MpN/ZpbXRwAbmTgyWZjOvw8AAAAgEKVSrPQ0cVmz54tixcvlnXr1pngUI8ePczIY0B1+OiPwr6Drj4rVuqFBlpdHABu5MJ2DeXZnzebkcbSjudKRK0Aq4sEAAAAuF9AqKCgQCZNmmSGmNch57W5WIsWLSQ6Oto069H7QFXSfj/mbUsRPbRuOaeF1cUB4Gaa1Q+VuIa1ZWdyhizcniIjuzayukgAAACAezUZ04CP9h90++23y4EDB6Rz587SsWNH2bdvnxmG/tJLL62+ksJrfbZkr7m9oG1DaR4ZanVxALihge0YbQwAAACodIaQZgYtXLhQ5s6dKxdccEGR537//XcZPXq0fP755zJmzJiKvC1QqvQTufL9qv1m/pZz6DsIQOUMbB8l7y/cLfO2JUt+gU38fMlmBQAAgHerUIbQN998I0888cQpwSB14YUXyuOPPy5fffVVVZYPXm7Kyv2SmZMvrRvWlnPjIq0uDgA31aNpHdN30NGsXFkTf8Tq4gAAAADuFRBav369DB06tNTnhw0bZjqZBqpCQYFNvlha2FxMRxajfyoAleXv5yvnt21g5ucw2hgAAABQsYBQamqqREVFlfq8PnfkCFdeUXVDze89nCW1g/zl0u6NrS4OAA8YbUz9vjXJ6qIAAAAA7hUQys/PF3//0rsd8vPzk7y8vKooFyBfLd9nbi/r0VhCgyo8IB4AFHF+m4am76DtSRmSkJpldXEAAAAAS/lXdJQxHU0sKCioxOezs7OrqlzwcknpJ2TW5sKr+Ned3dTq4gDwABEhAXJWs7qyfE+qzN2SJDef08LqIgEAAADukSF00003ScOGDSUiIqLESZ+ryAhjOmLZyJEjpVGjRqZ/mGnTppW5/Pz5881yxafExMSKrAbcwLcrEsxIQPrjrV10uNXFAeAhBrYvbDY2l+HnAQAA4OUqlCH06aefVumHZ2ZmSteuXeXWW2+Vyy67rNyv27Ztm4SH/3+QQANR8BwaCJr8Z7yZv74P2UEAqnb4+f/8slWW706VjOw800cZAAAA4I0srQnrqGQ6VZQGgOrUqVMtZYL1Fu88JH+lnTBDRA/rFGN1cQB4kJaRodK8fojpsH7RjkMytFO01UUCAAAAXL/JmKvo1q2bxMTEyEUXXSSLFy8uc1nt1yg9Pb3IBNc2ZdV+czuqWyMJDvCzujgAPIg2M76wXeFomdqPEAAAAOCt3CogpEGg9957T/73v/+ZKTY2Vs4//3xZvXp1qa8ZP358kX6O9DVwXWnHc+W3TYV9Ql3Rs4nVxQHgwf0IzduWLAUFNquLAwAAAFjCrTpPaNu2rZns+vXrJ7t27ZLXX39dvvjiixJfM27cOBk7dqzjvmYIERRyXT+v+0ty8gqkbVSYdG4cYXVxAHigXs3rSViQvxzKyJH1B9KkWyxNkAEAAOB93CpDqCS9e/eWnTt3lvp8UFCQ6YDaeYLr+v5kczHNDtKmHQBQ1QL9faV/mwZm/neajQEAAMBLuX1AaO3ataYpGdzfzuRjsjbhqPj5+sjo7o2tLg4AD3Zhu8JmY3O2MPw8AAAAvJOlTcYyMjKKZPfs2bPHBHjq1asnTZs2Nc29Dhw4IJ9//rl5/o033pAWLVpIx44d5cSJE/LRRx/J77//LrNmzbJwLVBVpqwszA66oG1DaRAWZHVxAHiw89s2EE1C3HwwXQ6mHZeYiFpWFwkAAADwngyhlStXSvfu3c2ktK8fnX/qqafM/YMHD0p8fLxj+ZycHHnooYekc+fOMmDAAFm3bp3MmTNHBg4caNk6oGrk5RfI1DUHzDydSQOobvVrB0mPpnXN/O9byRICAACA97E0Q0hHCLPZSh/hZdKkSUXuP/roo2aC51m4I0VSjmVLvdBAR1MOAKhO+l2zat8R+X1Lslx/djOriwMAAADUKLfvQwie1Zn06G6NTYevAFBTw88v2nlIjufkW10cAAAAoEbxyxuWO5KZI3M2FzbZoLkYgJrSNipMGtepJdl5BbJk1yGriwMAAADUKAJCsNzP6/+SnPwC6dgoXDo0Cre6OAC8hI+PjyNLaC79CAEAAMDLEBCC5X5a+5e5vZSh5gHUMHufZdqPUFl92gEAAACehoAQLHXg6HFZue+IGf754i6NrC4OAC/Tp2V9CQn0k8T0E7Lpr3SriwMAAADUGAJCsNSM9YXZQb2b15PoiGCriwPAywQH+Mm5cZFmnuHnAQAA4E0ICMFS09cfNLcXdyU7CIA16EcIAAAA3oiAECyz91CmrN+fJn6+PjKsU7TVxQHgpS5oWxgQWpdwVJKPnbC6OAAAAECNICAEy8zYUJgd1K9VfYmsHWR1cQB4qYbhwdK1SYSZn781xeriAAAAADWCgBAs8/O6wv6DRtKZNACLXdguytzO3ZpkdVEAAACAGkFACJbYkXRMtiYekwA/HxnSkeZiAFyjH6E/dhyS7Lx8q4sDAAAAVDsCQrDEzyc7k+7fuoFEhARYXRwAXq5jo3CJCg+SrJx8WbY71eriAAAAANWOgBBqnM1mk+n25mKMLgbABfj4+Diajf2+hWZjAAAA8HwEhFDjNv2VLrsPZUqQv68M6lD4AwwArDaw3f8PP6+BawAAAMCTERBCjZt+srnYhe0aSu0gf6uLAwDGOXGRJlC9/8hx2ZGcYXVxAAAAgGpFQAg1Sq+6O0YXo7kYABdSK9BP+rWqb+bn0GwMAAAAHo6AEGrUmoSjcuDocQkJ9JML2hY2zwAAVzGwvb0foWSriwIAAABUKwJCqFHT1xU2F7uoQ5S5Gg8ArkSbsqrV8UckNTPH6uIAAAAA1YaAEGpMQYFNZmw42VysC83FALieRnVqSfuYcCmwiSzYTpYQAAAAPBcBIdSYFXtTJSk9W8KC/eW8NpFWFwcASjSofWGW0ByajQEAAMCDERBCjfl5fWF20NCO0RLkT3MxAK7dbGzhthTJzS+wujgAAABAtSAghBqRl18gv25INPOMLgbAlXVtUkfqhwbKsew8k9kIAAAAeCICQqgRS3cflsOZOVIvNNAxrDMAuCJfXx+54GSWEKONAQAAwFMREEKN+HldYXOxYZ2ixd+Pww6Ae/QjNHcrASEAAAB4Jn6Zo9rl5BXIzI2FzcUuZnQxAG7g3NYNJMDPR/YcypTdKRlWFwfwaE2bNpUPPvjA3AIA4C2ausD5j4AQqt0fO1Ik/USeNAwLkt4t6lldHAA4rdpB/tKnZWHz1t/JEgKqVXBwsLRp08bcAgDgLYJd4PxHQAg11lxsRJcY8fP1sbo4AFCh0cZmb06yuigAAABAlSMghGp1Ijff8WOK5mIA3MlFHaLMrY40djgj2+riAAAAAFWKgBCq1bytyZKZky+N69SSHk3rWF0cACi3JnVDpFPjcCmwiczZQpYQAAAAPAsBIVSrn9cXNhe7uGuM+PjQXAyAexnaMdrc/raJgBAAAAA8i6UBoYULF8rIkSOlUaNGJlgwbdq0075m/vz50qNHDwkKCpK4uDiZNGlSjZQVFZeRnefojHUkzcUAuKEhJwNCi3YckmMncq0uDgAAAOAZAaHMzEzp2rWrvPvuu+Vafs+ePTJixAi54IILZO3atfLggw/K7bffLr/99lu1lxUVN3dLkpzILZAWkaHSsVG41cUBgAqLa1hbWjYIlZz8Apm/LcXq4gAAAABVxl8sNGzYMDOV13vvvSctWrSQCRMmmPvt27eXRYsWyeuvvy5DhgypxpLiTEYXG9mF5mIA3JN+d2mW0MT5u2TmpkQZ2ZVsRwAAAHgGt+pDaOnSpTJo0KAij2kgSB8vTXZ2tqSnpxeZUP3SsnJlwfbCq+kX8wMKgAf0IzR/a7IZOREAAADwBG4VEEpMTJSoqMJhgO30vgZ5jh8/XuJrxo8fLxEREY4pNja2hkrr3X7bnCi5+TZpGxUmbaLCrC4OAFRalyYREhMRbEZMXLzzkNXFAQAAALwvIFQZ48aNk7S0NMeUkJBgdZG8qrnYxV1irC4KAFRJszH126ZEq4sDAAAAeF9AKDo6WpKSig79q/fDw8OlVq1aJb5GRyPT550nVK/DGdmyZNdhM09zMQCeYHDHwuzU2ZuTJC+/wOriAAAAAN4VEOrbt6/MnTu3yGOzZ882j8N1/LoxUfILbNK5cYQZYQwA3F3v5vWkbkiAHMnKlT/3plpdHAAAAMC9A0IZGRlm+Hid7MPK63x8fLyjudeYMWMcy999992ye/duefTRR2Xr1q3y3//+V7777jv5xz/+Ydk64FQ0FwPgafz9fGVQ+8IsoVmbimaqAgAAAO7I0oDQypUrpXv37mZSY8eONfNPPfWUuX/w4EFHcEjpkPMzZswwWUFdu3Y1w89/9NFHDDnvQpLSTziuno8gIATAgwzt9P/9CNlsNquLAwAAAJwRf7HQ+eefX2aletKkSSW+Zs2aNdVcMlTWjPUHRXdpz2Z1pUndEKuLAwBV5py4SAkN9JODaSdkbcJR6d60rtVFAgAAALyjDyG4vunraS4GwDMFB/jJhSebjWnwGwAAAHBnBIRQZRJSs2R1/FHx8REZ0ZmAEADPYw92z9hwUAoKaDYGAAAA90VACFXmp5OdSfdtWV8ahgdbXRwAqHID2jSQsCB/02xsVfwRq4sDAAAAVBoBIVT56GKjujWyuigAUG3Nxi7qWNhsbPrJ7zwAAADAHREQQpXYmpguWxOPSaCfrwztSHMxAJ5rZJfCoPcvGxMln2ZjAAAAcFMEhFAlflpbeKV8QNsGEhESYHVxAKBaRxuLqBUgKceyZfmew1YXBwAAAKgUAkI4YzabzdF/EM3FAHi6QH9fGdYp2sz/vI7RxgAAAOCeCAjhjOnIYvuPHJfQQD8Z2K6wbw0A8GQXn2w2NnPjQcnNL7C6OAAAAECFERDCGftp7QFzO6RjtNQK9LO6OABQ7fq0rCf1QwPlSFauLNlFszEAAAC4HwJCOCN5+QUyY0Nhk4mRNBcD4CX8/XxlWGd7szFGGwMAAID7ISCEM6JXxg9l5Ei90EA5Ny7S6uIAQI2PNvbbpkTJzsu3ujgAAABAhRAQwhn58eToYiM6x0iAH4cTAO/Rq3k9iQoPkmMn8uSP7YesLg4AAABQIfyCR6WdyM03V8YVo4sB8Da+vj4yvHOMmbePtAgAAAC4CwJCqLR5W5MlIztPGtepJT2a1rW6OABQ4y7pWhgMn705yXwfAgAAAO6CgBAq7X+r95vbkV0bmSvlAOBtusXWkRaRoXI8N19mbizMmAQAAADcAQEhVErKsWyZty3FzF/Rs4nVxQEAS/j4+Mhl3Rub+R/WFAbJAQAAAHdAQAiVMm3NAckvsEn3pnUkrmFtq4sDAJYZfTIgpKMuHkw7bnVxAAAAgHIhIIQKs9lsMmVVgpknOwiAt4utFyK9m9cTm02D5XQuDQAAAPdAQAgVtuFAmmxPypAgf1+5uAujiwHAZT0Ks4Smrt5vguYAAACAqyMghAqbsrKwn4whHaMlolaA1cUBAMsN7xJjguQ7kjNk/f40q4sDAAAAnBYBIVTIidx8+WldYZOIK8+iuRgAqPDgABnWKdrMf7uysEktAAAA4MoICKFC5mxJkrTjudIoIlj6tYq0ujgA4DKuOivW3P689i85npNvdXEAAACAMhEQQqWai13Wo4n4+fpYXRwAcBl9WtaX2Hq15Fh2nvy68aDVxQEAAADKREAI5ZaYdkL+2JFi5hldDACK8vX1kSt7FmYJfbuCZmMAAABwbQSEUG5T1+yXApuY4ZWbR4ZaXRwAcDkaLPfxEVm+J1X2HMq0ujgAAABAqQgIoVx0GOXvVxU2FyM7CABK1qhOLRnQpoGZn/xnvNXFAQAAAEpFQAjlole7d6dkSkignxleGQBQsuvPbmZuv1uZYEZmBAAAAFwRASGUy5fL9pnbUd0aS+0gf6uLAwAu68J2Dc1IjEeyculcGgAAAC6LgBBOK+VYtvy2KdHM39CnqdXFAQCXpiMwXtO78Lvyy2U0GwMAAIBrIiCE09JmD7n5NunetI50bBRhdXEAwOVd0ytW/H19ZNW+I7LlYLrVxQEAAABcMyD07rvvSvPmzSU4OFjOPvts+fPPP0tddtKkSeLj41Nk0teheuQX2OSbkx2j2vvFAACUrWF4sAzuGGXmP1+61+riAAAAAK4XEPr2229l7Nix8vTTT8vq1aula9euMmTIEElOTi71NeHh4XLw4EHHtG9fYf82qHrztyXL/iPHJaJWgFxMZ9IAUG4392thbqeuPiBHMnOsLg4AAADgWgGh1157Te644w655ZZbpEOHDvLee+9JSEiIfPLJJ6W+RrOCoqOjHVNUVOFVWFS9TxcXXtm+ulesBAf4WV0cAHAbvZrXlU6NwyU7r0C+Zgh6AAAAuBhLA0I5OTmyatUqGTRo0P8XyNfX3F+6dGmpr8vIyJBmzZpJbGysjBo1SjZt2lTqstnZ2ZKenl5kQvlsSzwmi3YeEl8fkTF9aS4GABWhFy9uPaeFo9lYTl6B1UUCAAAAXCMgdOjQIcnPzz8lw0fvJyYWjmpVXNu2bU320I8//ihffvmlFBQUSL9+/WT//v0lLj9+/HiJiIhwTBpEQvl8uniPuR3aKVqa1A2xujgA4HYu7tJIGoQFSVJ6NkPQAwAAwKVY3mSsovr27StjxoyRbt26yYABA2Tq1KnSoEEDef/990tcfty4cZKWluaYEhISarzM7uhwRrZMXXPAzNuvcAMAKibQ31fG9CnMsPzwj91is9msLhIAAABgfUAoMjJS/Pz8JCkpqcjjel/7BiqPgIAA6d69u+zcubPE54OCgkwn1M4TTu/r5fGmeUOXJhHSs1ldq4sDAG7r+j7NpFaAn2w8kC5/7DhkdXEAAAAA6wNCgYGB0rNnT5k7d67jMW0Cpvc1E6g8tMnZhg0bJCaGEbCqyvGcfPl0SWFn0red28L0gwEAqJx6oYFybe+mZv7deSVfvAAAAAC8rsmYDjn/4YcfymeffSZbtmyRe+65RzIzM82oY0qbh2mzL7vnnntOZs2aJbt37zbD1N9www1m2Pnbb7/dwrXwLN+uiJfUzBxpWi9ERnQm0AYAZ+qO/i0kwM9Hlu9JlVX7jlhdHAAAAED8rS7A1VdfLSkpKfLUU0+ZjqS1b6CZM2c6OpqOj483I4/ZHTlyxAxTr8vWrVvXZBgtWbLEDFmPM5ebXyAf/lHYmfSd/VuKv5/lMUMAcHsxEbXk0u6N5buV++W/83bKxzf3srpIAAAA8HKWB4TUfffdZ6aSzJ8/v8j9119/3UyoHj+t/UsOHD0ukbWD5IqeTawuDgB4jLsHtJIpq/bL3K3JsmF/mnRuEmF1kQAAAODFSP+AQ15+gbw7f6ej76DgAD+riwQAHqNlg9oyqmsjM//a7G1WFwcAAABejoAQHH5c+5fsTsmUOiEBckOfwg5QAQBV54FBbcTP10fmbUuhLyEAAABYyiWajME1+g56c+4OM39X/1YSFhxgdZEAwOO0iAyVy3sU9iWkWUJf3d7H6iIBgEvyPZFmdRFQjXyPHy1yi8rh/wRnioAQjP+t2i/xqVkSWTtQburXzOriAIDHuv/C1vLDmgOyeOdhWbTjkJzbOtLqIgGAy4iIiJCAwCCR3QusLgpqQK09C60ugtvT/xf9vwEqg4AQ5ERuvrz9+05Hp6chgRwWAFBdYuuFyPVnN5NJS/bKv2dslhl/P880IwMAiBlp+MsvPpe0NDIfgPLQYJB9hG6govjlD/OjREcWiw4Plhv6kB0EANXtgYGtZerq/bI18Zh8vypBru5Fv20AYKc/bvmBCwDVj06lvdyhjGx552R20CND2jKyGADUgLqhgfL3ga3N/Cu/bZeM7DyriwQAAAAvQ0DIy70+u/CHSOfGEXJp98ZWFwcAvMaYvs2lef0QE5h/+/fCTv0BAACAmkJAyIttTUyXb/6MN/P/GtFefOnDAgBqTKC/rzx5cQcz//Efe8x3MgAAAFBTCAh5qYICmzwxdYMU2ESGdYqWs1vWt7pIAOB1BraPkiEdoyTP/p2sX8oAAABADSAg5KW+WREvq+OPSmignzw1svAKNQCg5j1zSUfzXazfyfrdDAAAANQEAkJeKPnYCXnx161m/uEhbSUmopbVRQIAr6XfwfpdrMb/slUSUrOsLhIAAAC8AAEhL2Oz2eSfP2yUYycKO5LWTk0BANbS7+JezeuaTv4f+m6d5NN0DAAAANWMgJCX+W5lgszenCQBfj7y0uVdxI+OpAHAcvpd/NpV3UzTsT/3psqHf+y2ukgAAADwcASEvMi+w5ny7M+bzfxDg9tKh0bhVhcJAHBSbL0QefqSjmZ+wqxtsmrfEauLBAAAAA9GQMhLZOfly9+/WSNZOfnSu0U9ueO8llYXCQBQzJU9m8iILjGSm2+Tv321SlKOZVtdJAAAAHgoAkJe4ukfN8m6/WkSUStAXruqK03FAMAF+fgUNueNa1hbktKz5f5vVktefoHVxQIAAIAHIiDkBb75M14mr0gQHx+Rt67tLk3qhlhdJABAKWoH+ct7N/Q0/Qkt250q/5q20QwIAAAAAFQlAkIebtGOQ/LUjxvN/MOD28qANg2sLhIA4DQ0Q+iNa7qLJnNqQP/t33daXSQAAAB4GAJCHmzD/jS564uVpi+Ki7vEyN/Ob2V1kQAA5XRRhyh5dlQnM//a7O3y1fJ9VhcJAAAAHoSAkIfamZwht0z6UzJz8uWcuPoy4aqupm8KAID7uLFPM0cw/58/bJQvlxEUAgAAQNUgIOSBNv+VLle/v1QOZeRIx0bhpi+KIH8/q4sFAKiER4a0ldvPbWHmtT+hTxbtsbpIAAAA8AAEhDzMqn1H5NoPl8nhzBzp1DhcvrztbAkLDrC6WACAStLszn+OaC939m9p7j83fbM89/NmyS+go2kAAABUHgEhD/L9qv1y7QfLJO14rvRoWke+ur2P1A0NtLpYAIAqCAqNG9bOZAupTxbvMX3EpWXlWl00AAAAuCkCQh7gRG6+PPvzJnl4yjrJyS+QwR2i5IvbzpaIWmQGAYAnBYXuvSBO3r62uwT6+8qcLcky/K0/ZHX8EauLBgAAADdEQMjNbTmYLqPeWSyfLt5r7t9/YZzpMyg0yN/qogEAqsHIro3k+7v7StN6IXLg6HG58r2l8uKvW+V4Tr7VRQMAAIAbISDkpo6dyJUXZmyWkW8vkm1JxySydqB8fNNZ8tDgtuLry2hiAODJujSpI9P/fq4JDmlfQu8t2CVD3lgoMzcmis1G30IAAAA4PdJI3LB52NfL42Xigl2ScizbPKZNxP5zWWeJrB1kdfEAADUkPDjANB+7pGsjeerHjRKfmiV3f7lKujetI/8Y1EbOax1pmpkBAAAAJSEg5CaS0k/ItysS5Itl+xyBoBaRofLUyA5yQduGVhcPAGCRizpESd9W9eW9+bvk40V7ZE38URnzyZ/SLjpMbjmnuYzo0khq04wYAAAAxfjYvCy3PD09XSIiIiQtLU3Cw8PFlaWfyJW5W5Jk+rqDMn97imOI4cZ1apmORa/o2cR0LAoAgEpOPyH/nb9LvluZIFkn+xSqFeAnQzpGyZCO0dK/TQO36mPOnc7Zno59AQCA552zXSIg9O6778orr7wiiYmJ0rVrV3n77beld+/epS4/ZcoUefLJJ2Xv3r3SunVreemll2T48OFuX6HRANC6hKOyat8RWbzzkKyOP+oIAqlezevK9Wc3k+GdYwgEAQBKpcPRT14RL9+uTJDdKZmOxwP9fKVLkwjp2ayu9NCpaV1pEOa6zY1d+ZztbdgXAAB43jnb8suE3377rYwdO1bee+89Ofvss+WNN96QIUOGyLZt26Rhw1ObQi1ZskSuvfZaGT9+vFx88cXy9ddfy+jRo2X16tXSqVMncWUFBTZJzcoxTb6Sj2Wb/h52JWfIrpQMc/tX2olTXhPXsLaM6BwjF3eJkdZRYZaUGwDgXiJCAuSuAa3kzv4tZW3CUZmx/qDM3pIk+w5nycp9R8xk1ygiWJpHhppmyDo1rx8qUeHBEhkWKPVDg7gAAQAA4KEszxDSIFCvXr3knXfeMfcLCgokNjZW7r//fnn88cdPWf7qq6+WzMxMmT59uuOxPn36SLdu3UxQyaorXBsPpMnP6/+SzOw8yczOlwxzWzjp/LETeXI4M6dIxk9JdBjhbrF1TH8Q58ZFSmy9kCorIwDAe+np3h4Q0kzU1fuOyPbkY3K6WkBErQCpGxJgmpqFBvpLaJCfhAT5S+1AfwkJ8pPgAD8J8POVIH9fualf8yrtr4isFNfBvgAAwD24TYZQTk6OrFq1SsaNG+d4zNfXVwYNGiRLly4t8TX6uGYUOdOMomnTppW4fHZ2tpnsdKPYN1JV2rDnoEyctbFcy2rFWlP0oyOCpWWD2tKifsjJK7O1pW5ooNOSeVVeTgCA96oXKDK4dbiZRJqZpsqaoaqBovjDWbLvcKbEH8mSwxnZkpqZK3kFNjmSLXLkaPnef3jbCCmowhEv7edAF2jd7vXs+4B6CQAArq0i9SdLA0KHDh2S/Px8iYqKKvK43t+6dWuJr9F+hkpaXh8viTYte/bZZ095XLOQrJJg2ScDAFB9Wr5RPe977Ngxc6UL1tF9YHX9CQAAVG39yfI+hKqbZh85ZxRpk7TU1FSpX7+++Pj4lBlV00pPQkICqdEVwHarHLZb5bDdKoftVnFsM2u2m17Z0spMo0aNqqV8KD/dB7ofw8LCyqw/eev/kKevn2Id3Z+nr583rKOnr583rGN6DaxfRepPlgaEIiMjxc/PT5KSkoo8rvejo6NLfI0+XpHlg4KCzOSsTp065S6j7iRPPBCrG9utcthulcN2qxy2W8WxzWp+u5EZ5Bq0SX+TJk3O+H08/X/I09dPsY7uz9PXzxvW0dPXzxvWMbya16+89SdLhw4JDAyUnj17yty5c4tk8Oj9vn37lvgafdx5eTV79uxSlwcAAAAAAICLNRnT5lw33XSTnHXWWdK7d28z7LyOInbLLbeY58eMGSONGzc2fQGpBx54QAYMGCATJkyQESNGyOTJk2XlypXywQcfWLwmAAAAAAAA7sHygJAOI5+SkiJPPfWU6Rhah4+fOXOmo+Po+Ph4k6Zs169fP/n666/lX//6lzzxxBPSunVrM8JYp06dqrRc2szs6aefPqW5GcrGdqsctlvlsN0qh+1WcWyzymG7wVuOBU9fP8U6uj9PXz9vWEdPXz9vWMcgF1s/HxtjuQIAAAAAAHgVS/sQAgAAAAAAQM0jIAQAAAAAAOBlCAgBAAAAAAB4GQJCAAAAAAAAXsbjA0IvvPCCGZksJCRE6tSpU+IyOpKZDmGvyzRs2FAeeeQRycvLK7LM/PnzpUePHqY38Li4OJk0adIp7/Puu+9K8+bNJTg4WM4++2z5888/izx/4sQJuffee6V+/fpSu3ZtufzyyyUpKUk8xenW35MsXLhQRo4cKY0aNRIfHx8z0p0z7atdR86LiYmRWrVqyaBBg2THjh1FlklNTZXrr79ewsPDzbF52223SUZGRpFl1q9fL+edd57ZprGxsfLyyy+fUpYpU6ZIu3btzDKdO3eWX375RVzV+PHjpVevXhIWFmb+10aPHi3btm2r8P9JTf3PuoqJEydKly5dzLGiU9++feXXX391PM82O70XX3zR/K8++OCDjsfYbiV75plnzLZynvQ7xo7thopyl/3oSsd+VfH0+srp1u/mm28+ZZ8OHTrUbdbPG+pN5VnH888//5T9ePfdd7vFOnpDHe506+jO+88r6pQ2D/fUU0/ZXnvtNdvYsWNtERERpzyfl5dn69Spk23QoEG2NWvW2H755RdbZGSkbdy4cY5ldu/ebQsJCTHvsXnzZtvbb79t8/Pzs82cOdOxzOTJk22BgYG2Tz75xLZp0ybbHXfcYatTp44tKSnJsczdd99ti42Ntc2dO9e2cuVKW58+fWz9+vWzeYLyrL8n0ePkn//8p23q1Kk6Sp/thx9+KPL8iy++aI63adOm2datW2e75JJLbC1atLAdP37csczQoUNtXbt2tS1btsz2xx9/2OLi4mzXXnut4/m0tDRbVFSU7frrr7dt3LjR9s0339hq1aple//99x3LLF682ByLL7/8sjk2//Wvf9kCAgJsGzZssLmiIUOG2D799FOzPmvXrrUNHz7c1rRpU1tGRka5/09q8n/WVfz000+2GTNm2LZv327btm2b7YknnjD7WbejYpuV7c8//7Q1b97c1qVLF9sDDzzgeJztVrKnn37a1rFjR9vBgwcdU0pKiuN5thsqwp32o6sc+1XJ0+srp1u/m266yZTfeZ+mpqYWWcaV188b6k3lWccBAwaYz3Pej7pf3GEdvaEOd7p1dOf95w11So8PCNnpF01JASHdGb6+vrbExETHYxMnTrSFh4fbsrOzzf1HH33UVBCcXX311eYLzK537962e++913E/Pz/f1qhRI9v48ePN/aNHj5p/jClTpjiW2bJlizl5LV261ObuTrf+nqx4BaSgoMAWHR1te+WVVxyP6f4PCgoylQil/+T6uhUrVjiW+fXXX20+Pj62AwcOmPv//e9/bXXr1nUch+qxxx6ztW3b1nH/qquuso0YMaJIec4++2zbXXfdZXMHycnJZjssWLCg3P8nNfU/6+r02Pjoo4/YZqdx7NgxW+vWrW2zZ882FRL7yZvtVvaPYv1xVBK2GyrKnfajqxz71cXT6yulBYRGjRpV6mvcaf28pd5UfB2V8/m7JO62jt5Qh7Ovoyftv2MeWqf0+CZjp7N06VKT1hkVFeV4bMiQIZKeni6bNm1yLKMptM50GX1c5eTkyKpVq4os4+vra+7bl9Hnc3NziyyjaaVNmzZ1LOOuyrP+3mTPnj2SmJhYZHtERESYlD779tBbTUs+66yzHMvo8rrdli9f7limf//+EhgYWOS40zTaI0eOlOvYdHVpaWnmtl69euX+P6mp/1lXlZ+fL5MnT5bMzEyTkss2K5um72p6bvF1Y7uVTZuMaBOMli1bmqYUmuas2G6oCHfcj1Yf+zXJW+or2gRDm2e0bdtW7rnnHjl8+LDjOXdbP2+oNxVfR7uvvvpKIiMjpVOnTjJu3DjJyspyPOcu6+gNdbji6+hJ++9eD61T+ouX0xOh845R9vv6XFnL6A48fvy4ORnowV/SMlu3bnW8h55IivdjpMvYP8ddHTp06LTr703s+7Ok7eF8TGnlxJm/v785+Tkv06JFi1Pew/5c3bp1Sz023eGYKigoMG1vzznnHHNyKO//SU39z7qaDRs2mBOrtlHWtsk//PCDdOjQQdauXcs2K4VWSFavXi0rVqw45TmOtdLpj0Fts64/ng4ePCjPPvus6Ttj48aNbDd4dP3AFY597cenpnhDfUX7C7rssstM+Xbt2iVPPPGEDBs2zPx48vPzc6v184Z6U0nrqK677jpp1qyZCdZqf06PPfaYCchNnTrVLdbRG+pwpa2jJ+w/T69TumVA6PHHH5eXXnqpzGW2bNlSpCNAAK5Fo+xayV60aJHVRXEL+gNFKw565ez777+Xm266SRYsWGB1sVxWQkKCPPDAAzJ79mzT6R7KT38s2WknkfojWSty3333XY3+WAVqGse+57nmmmsc83p1Xvdrq1atTNbQwIEDxZ14Q72ptHW88847i+xH7QRd958G+XR/ujpvqMOVto4aFHL3/Zfg4XVKt2wy9tBDD5mAT1mTpvqWR3R09Ck9gNvv63NlLaO9qGsFQdPf9CpDScs4v4emeR09erTUZdxVedbfm9jX+XTHQ3JycpHntZd5HenidMed82eUtoyrb/f77rtPpk+fLvPmzZMmTZo4Hi/P/0lN/c+6Gr3yoKMN9OzZ04zI0bVrV3nzzTfZZqXQlFr9H9ORGvRqr05aMXnrrbfMvF5NYbuVj17xatOmjezcuZPjDRXi7vvRimO/JnljfUV/H+hxqfvUndbPG+pNpa1jSTRYq5z3oyuvozfU4UpbR0/Yf6s8vE7plgGhBg0amOyfsibndr5l0dQ2TXFzPhlo9E83vD3NTZeZO3dukdfpMvZ2kfpZevA7L6Mpj3rfvow+HxAQUGQZTZXTtunO7SvdUXnW35toWrH+UzpvD03107bo9u2ht/qloV8wdr///rvZbvYvSV1Gh1PVNqnOx51G4DU9uTzHpqvRPh/1hK9ppLq+xVOwy/N/UlP/s65Oy5udnc02K4VeedJ11qtV9kn7iNA+QezzbLfy0eGX9SqeXtHjeENFuPt+tOLYr0neWF/Zv3+/6UNI96k7rJ831JtOt44l0fO4ct6PrryO3liHs6+jJ+y/gZ5ep7R5uH379pmh3Z599llb7dq1zbxO2ku48xBwgwcPNkMd6rBuDRo0KHEIuEceecT0GP7uu++WOAScjsowadIkM2LBnXfeaYaAc+5JXIej02EUf//9dzMcXd++fc3kCcqz/p5Ejx/7saT/Rq+99pqZ1+PNPoyrrv+PP/5oW79+vRnhoqRhXLt3725bvny5bdGiRabXeudhTrXHeh3m9MYbbzTDNuo21uOw+DCn/v7+tldffdUcmzpCiisPO3/PPfeY0f7mz59fZOjJrKyscv+f1OT/rKt4/PHHzWgbe/bsMceT3tcRUGbNmmWeZ5uVT/FRLthuJXvooYfM/6geb/odo0Ok6tCoOvKLYruhItxpP7rKsV+VPL2+Utb66XMPP/ywGeVH9+mcOXNsPXr0MOU/ceKEW6yfN9SbTreOO3futD333HNm3XQ/6rHasmVLW//+/d1iHb2hDlfWOrr7/vOGOqXHB4R0uEk9QRSf5s2b51hm7969tmHDhtlq1aplTvxaIcjNzS3yPrp8t27dbIGBgeYg1mHsi3v77bfNgaDL6JBwy5YtK/K8nlz/9re/mWH4dGdfeuml5gvPU5xu/T2JHg8lHVd6vNmHcn3yySdNBUL/aQcOHGjbtm1bkfc4fPiwqXBooFKHHLzlllscgUq7devW2c4991zzHo0bNzYVt+K+++47W5s2bcx216EKZ8yYYXNVJW0znZz/n8rzf1JT/7Ou4tZbb7U1a9bMlFNPHno82SsSim1WuZM3261kOsRpTEyMKat+7+h9rdDZsd1QUe6yH13p2K8qnl5fKWv9NKCgP770vKnBGT2P3nHHHaf8cHLl9fOGetPp1jE+Pt4ED+rVq2e2f1xcnPnBnJaW5hbr6A11uLLW0d33nzfUKX30T+XziwAAAAAAAOBu3LIPIQA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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.1 \n", + "# Выбираем числовые столбцы, исключая \"Month\"\n", + "numeric_features = df.select_dtypes(include=[\"number\"]).columns\n", + "numeric_features = numeric_features.drop(\"Month\") # Убираем \"Month\"\n", + "\n", + "# Строим графики для всех числовых признаков (кроме \"Month\")\n", + "for col in numeric_features:\n", + " plt.figure(figsize=(14, 4))\n", + "\n", + " # График плотности (KDE)\n", + " plt.subplot(121)\n", + " sns.kdeplot(data=df, x=col)\n", + " plt.title(f\"Распределение: {col}\")\n", + "\n", + " # Boxplot (ящик с усами)\n", + " plt.subplot(122)\n", + " sns.boxplot(data=df, x=col)\n", + " plt.title(f\"Boxplot: {col}\")\n", + "\n", + " plt.show()\n", + "\n", + "#plt.figure(figsize=(8, 5))\n", + "#sns.histplot(df['Visibility'], bins=20, kde=True)\n", + "#plt.title(\"Гистограмма распределения параметра видимости\")\n", + "#plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.3. Матрица корреляции\n", + "# Позволяет увидеть, как связаны между собой числовые переменные и для поиска зависимостей между погодными параметрами\n", + "# Чем ближе значение к 1 или -1, тем сильнее положительная или отрицательная корреляция\n", + "plt.figure(figsize=(8, 5))\n", + "sns.heatmap(df_monthly.corr(), annot=True, cmap='coolwarm', fmt=\".2f\")\n", + "plt.title(\"Матрица корреляции погодных параметров\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.4. Диаграмма рассеяния облачности и солнечной энергии\n", + "# Показывает взаимосвязь между облачностью и уровнем солнечной энергии.\n", + "plt.figure(figsize=(8, 5))\n", + "sns.scatterplot(x=df['Cloud coverage'], y=df['Solar energy'])\n", + "plt.title(\"Диаграмма рассеяния: Облачность vs Солнечная энергия\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.5. Среднее значение облачности по месяцам\n", + "#Позволяет проанализировать сезонные тренды облачности.\n", + "#Позволяет быстро увидеть, в какие месяцы облачность выше или ниже.\n", + "plt.figure(figsize=(8, 5))\n", + "sns.barplot(x=df['Month'], y=df['Cloud coverage'], estimator=sum)\n", + "plt.title(\"Среднее значение облачности по месяцам\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Оставляем только числовые признаки\n", + "numeric_features = df.select_dtypes(include=[\"number\"])\n", + "\n", + "# Удаляем признаки с дисперсией ниже 0.01\n", + "selector = VarianceThreshold(threshold=0.01)\n", + "df_var = selector.fit_transform(numeric_features)\n", + "\n", + "# Получаем оставшиеся названия признаков\n", + "selected_features = numeric_features.columns[selector.get_support()]\n", + "df_selected = df[selected_features]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки: Index(['Cloud coverage', 'Visibility', 'Temperature', 'Relative humidity',\n", + " 'Wind speed'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_regression\n", + "\n", + "# Убираем столбец с датами и выбираем только числовые признаки\n", + "X = df.select_dtypes(include=[\"number\"]).drop(columns=[\"Solar energy\"]) \n", + "y = df[\"Solar energy\"] # Целевая переменная\n", + "\n", + "# Отбор 5 лучших признаков\n", + "selector = SelectKBest(score_func=f_regression, k=5)\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим выбранные признаки\n", + "selected_features = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_features)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Новые лучшие признаки: Index(['Cloud coverage', 'Temperature', 'Dew point', 'Station pressure',\n", + " 'Altimeter'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LinearRegression\n", + "\n", + "model = LinearRegression()\n", + "rfe = RFE(model, n_features_to_select=5)\n", + "X_rfe = rfe.fit_transform(X, y)\n", + "\n", + "selected_features = X.columns[rfe.support_]\n", + "print(\"Новые лучшие признаки:\", selected_features)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "DataFrame с добавленным признаком 'Temp_Cloud':\n" + ] + }, + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energyMonthTemp_Cloud
02016-02-010.109.453.110.3279.464.7029.2330.022025620.3110
12016-02-020.803.946.996.2293.6013.2928.9129.70176125.5920
22016-02-030.878.701.620.0285.0016.7329.0329.82277521.4094
32016-02-040.3710.00-2.47-5.8974.529.4629.4630.26286952-0.9139
42016-02-050.529.21-2.00-4.1582.035.9229.5530.3595172-1.0400
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6322017-10-250.2310.005.872.8982.335.5629.0429.8313737101.3501
6332017-10-260.0110.0010.595.3272.749.6128.9729.7627465100.1059
6342017-10-270.8910.005.790.0467.3713.6229.0829.8715797105.1531
6352017-10-280.999.673.43-0.1177.879.6729.1529.946400103.3957
6362017-10-290.5810.004.96-0.9067.585.5329.0729.868537102.8768
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637 rows × 12 columns

\n", + "
" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 2016-02-01 0.10 9.45 3.11 0.32 \n", + "1 2016-02-02 0.80 3.94 6.99 6.22 \n", + "2 2016-02-03 0.87 8.70 1.62 0.02 \n", + "3 2016-02-04 0.37 10.00 -2.47 -5.89 \n", + "4 2016-02-05 0.52 9.21 -2.00 -4.15 \n", + ".. ... ... ... ... ... \n", + "632 2017-10-25 0.23 10.00 5.87 2.89 \n", + "633 2017-10-26 0.01 10.00 10.59 5.32 \n", + "634 2017-10-27 0.89 10.00 5.79 0.04 \n", + "635 2017-10-28 0.99 9.67 3.43 -0.11 \n", + "636 2017-10-29 0.58 10.00 4.96 -0.90 \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "0 79.46 4.70 29.23 30.02 20256 \n", + "1 93.60 13.29 28.91 29.70 1761 \n", + "2 85.00 16.73 29.03 29.82 2775 \n", + "3 74.52 9.46 29.46 30.26 28695 \n", + "4 82.03 5.92 29.55 30.35 9517 \n", + ".. ... ... ... ... ... \n", + "632 82.33 5.56 29.04 29.83 13737 \n", + "633 72.74 9.61 28.97 29.76 27465 \n", + "634 67.37 13.62 29.08 29.87 15797 \n", + "635 77.87 9.67 29.15 29.94 6400 \n", + "636 67.58 5.53 29.07 29.86 8537 \n", + "\n", + " Month Temp_Cloud \n", + "0 2 0.3110 \n", + "1 2 5.5920 \n", + "2 2 1.4094 \n", + "3 2 -0.9139 \n", + "4 2 -1.0400 \n", + ".. ... ... \n", + "632 10 1.3501 \n", + "633 10 0.1059 \n", + "634 10 5.1531 \n", + "635 10 3.3957 \n", + "636 10 2.8768 \n", + "\n", + "[637 rows x 12 columns]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"Temp_Cloud\"] = df[\"Temperature\"] * df[\"Cloud coverage\"]\n", + "print(\"\\nDataFrame с добавленным признаком 'Temp_Cloud':\")\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Vjg/y3kgPmpQSam3dErS19t61/BErZzm+/PLLZrdJjq3k/rbWC2jfY2nrxW8roG8v+fzL8Uxyhlvug0cjP9JbDqBsSY4T8vmSRXqopQKFfNbbGxS2RbaR5LdKjqi8JxKoyedb8o5bC7zte2cdrbVjoX1Qf7zHzc62VZ5DzibIviLbRvJXpQe2rSoJ8h4eq9OCuhYDV+py0msnB+BXX3212e3SMySpATYy+EpGLkuQ4IgBRi17dewPkDKy1fYFbhv0Jb/22/MFISNTpY1HC9Zt65Xnkt6L9nzBSU+LHLBb68GzX6ecMpwwYUK7DtiyfVu+pqMNoJLTnxKcSNmmtp5fXr/0THR1r4M8lww+au+Xtmy/ESNGtHm/BPXSgyK9Wu1dp6Rg2EaSywAQSaOQwFMCF1mf9OjIAJnWevskOG0ZyMsXopx9kIEp0hZHB64deY2O/nzYyCAgCc5lkKWkH7TWe2Vbt/wYa8+6Jcho+bi2RtS31gsovY32bAOl5D20T/eQ4FTODrXWJglupNe6tQoiRyPpNZLG0V6244v8SO5oW23keSXo/+6775ql00jg6myO97jZGtlWcuq/ZWks2a9bI+kC8qNKfhRJwCyfI0mtaUmqQshZA/kRQPphjit1OfmyaXmKTHo+7MuMCDkFK6fgpUewvafY2kNOV9rnwUkgLV8GEojYghM5WErvmgRKrZ1+bdl2eU2tlZqyJ2W85HEyCrhl++W6fdAiB0T5cpHeqaOd7pZeKwlKpOe6JVlHe8ritGX16tWqJ/Yf//hHm0GpPL+8by17soSMvJdTuY4izyVtki/bluR1yuu1Wb9+vUo1OdqobHkvZB+T7SxVKo71PrdGXqM8ryyyvtNOO01tM/vySjKqX3qxZFR8y1Pdsi9IekDLPD9H6chrdPTnw0bOrMjpVkn3kN7X1khwINtIzsq0LJ91tHU7igR7cpr5X//6V7PPqPzIlvSHlqPtZTvJiHepVnG03v3WSA+q9NZJlZWWvaGtvXZbjrHth+zxtrXlfiGfafs0LdlnHVkFxFGO57jZFtmvZJvaH6ekJ1fS2lojP9JkkQoH8tmRsRqtpazJj2MZIyBlxUg/7HGlLicBnpzKkwR6+cBLCSA5/WXfa2D71StfopL7J2VMJGlfAiHpYbzhhhvUl2BHyBeoBBHy/BJUSLkfyXWyJe5Lz5gcsOSLWvIR5XGSNyUBmvxqly9W+SUubZEDn3xxSE+Afd1I2xe6fElLsCVfUvJlL6eWpRdTviQkX1J6naR3RAavSf6a1LeV1yc9ePJ/W54GbW3QhOSeSo+d9B5J4CS909JrJgG19OZJ71ZHSD6snJo/Ws+N1EWUvD4JvGTbSM+vfBlKD6PcLkHmsXqiZVu1rAtp67WUElLyemT7S2/dF198ofYfqfsoAZS8B7L/SHAl21R6lGXfktct+5PsQ0cjQbm0W1Io5P2XAShSZ1gGqMj7IJftyQATmZ7Vliog+630tthy6uT9lcfI/iX7qHzZSTksySGUHMXWtrGso71F6zvieF+joz4frZG0E/nM2J9ZsSf/V8o5yX4lveUSMEhvlwyGk8FGsn+19kPWUeS55PMpQZLUqJX3VvZF6VWV2axani6WbSivpa30laORwFL2D3kP5LNvIz34UodUAjZbL7c8jxwL5b2xDXA63ra2fG5J75H/J6fFpcdY3hd5n+W401kSOLc1C9zxTkzQ3uPm0cj/kU6AO++8U/WySm+3HEts+35rP8zl2GFbb1ttls+69OAeK02MupiOFQ3I4Noq0dOSlP658847VYkeKfsyYcIEbfXq1UeUl7GVbJGyRlJmx8vLS4uNjdX+9Kc/NZUb6kg5rPfee0+bP3++Ku8kzy8loqQ8T0sbN27Uzj33XFWaRUp1STmZCy64QFu6dGmz5z7WYl9+yVaaRUrhSCkfWQYMGKBKUu3cuVPdf/PNN6vSSVLSqqWW5bBsXn75ZVVaR16PlF4aOnSoKmElpZg6Wg5LSklt2LCh2e2tvUdSRueJJ55Q21u2U1hYmGrLww8/rJWWlh7xfC3Xd6ztZ1+CRsolyXvXt29fVQooMjJSlSJ76qmnVDtEQkKCKrFj/9rtt0HL9yM3N1dtg8TExKZ97JRTTlHbtOW+Y1ukDI+s65ZbbtGKi4ubrU9K50ipqMDAQM3f31+bMmWK9ssvv7T6WZFyR/YlpWz7lCPLYR3va3TU58N+f7WVu2qprfulLbINpQSWr6+v1qdPH+3yyy/X1q9f36XlsOxLSsnnUrZVTEyMdv311x/xPtv23WeeeabV19QeZ511lnof7EkJOXmvpDSVvH5pg5RKk9dvX2bteNraWjmsV199VZU1k/dO/r/sU621Xa5Le9rrWJ/pY733LUvFtfe4ebT3WcjzXHLJJer4KNtVtqdsa3kuKdvYUnZ2tirDJeWu2jJ27Fjt0ksvbfe2oa7BwJVclu2LWb7YHMEWZLQ8wNqTg3PLQInaT75sjxXEkXN+PujYVqxYoWqktqxNTN1j0aJFap9ftWpVq4Gu/EC1ry3e8oeb/LiXv6Qv5rgSERF1A0l/kvSe1tJIyLEkH92epDRJfWpJT2ltEKektchjJG2lrRQcScNqq7IGdR/muBK1kwyakpHSRxs8JTlqtils6fhJDq/9FItErkZGrVPXk4lsJHiV8QaScy4TG8i0uzIQ0L4ii0xvK4OuZNCd5Ma2Nb2tTJFLzoGBK1E7yaCMtgYg2MgAC+o4mWGJiKizpMKIlLiSiRekEoAMRJMe15tuuqnZ42RwpwS0MhBQ7ifnpyb21rsRRERERETHwhxXIiIiIjIEBq5EREREZAgun+Mqs2XINItSwLirp6gkIiIiouMnmasyO50McJaJT9w2cJWgteV84URERETkfA4cOICEhAT3DVylp9W2IVrOG05ERERE+isrK1Mdjba4zW0DV1t6gAStDFyJiIiInNex0jo5OIuIiIiIDIGBKxEREREZAgNXIiIiIjIEBq5EREREZAgMXImIiIjIEBi4EhEREZEhMHAlIiIiIkNg4EpEREREhsDAlYiIiIgMgYErERERERkCA1ciIiIiMgQGrkRERERkCAxciYiIiMgQGLgSERERkSF46t0AIiIio8jMzERBQYFD1hUZGYmkpCSXbBNRV2HgSkRE1M4AccDAgaiuqnLI+vz8/bEjLa1TgaIztomoKzFwJSIiagfp1ZQAcc49/0RMUp9OrSs3cy/eeWKeWmdngkRnbBNRV2LgSkREdBwkQExIGQxn4oxtIuoKHJxFRERERIbAwJWIiIiIDIGBKxEREREZAgNXIiIiIjIEBq5EREREZAgMXImIiIjIEBi4EhEREZEhsI4rERG5NEdNiZqWluaQ9jhynV3RJiJnxsCViIhclqOnRBUVFRWdXkdZUb76e+mllzpNm4iMgIErERG5LEdOiZq2djm+ffM51NTUdLpd1RVl6u/Ma+9D/2EjnaJNREbAwJWIiFyeI6ZEzc3cC0eLiE/uVLu6ok1EzoyDs4iIiIjIEBi4EhEREZEhMHAlIiIiIkNg4EpEREREhsDAlYiIiIgMgYErERERERkCA1ciIiIiMgTWcSUicnOOmhI1MjISSUlJDmkT6cdR08hyf6CuwMCViMiNOXJKVD9/f+xIS2OwYlCOnoaW+wN1BQauRERuzFFTosoMTu88MU+tj4GKMTlqGlrB/YG6CgNXIiJyyJSo5Bo6Ow0tUVfi4CwiIiIiMgQGrkRERERkCAxciYiIiMgQGLgSERERkSHoOjhr4cKFasnIyFDXBw8ejAceeAAzZsxQ12tqanDnnXfi/fffR21tLaZPn44XX3wRMTExejabiIioU6zwgFd0b+Q2+GFtRhEqahpQVdeABqsGi1WDpgFeZg94e5rg52VGiJ+XWsIDvNVfDw8PvV8CkfsFrgkJCfjHP/6BlJQUaJqGN998E2effTY2btyogtjbb78dX3/9NT766COEhITgpptuwrnnnouff/5Zz2YTEREdl7oGKw6WVOFAUTUOFVejAP0Rf8W/sKMOwN7C41qXBLKxIb5ICPNDNby6rM1EzkjXwHXWrFnNrj/++OOqB3bNmjUqqH311Vfx7rvvYurUqer+119/HQMHDlT3n3jiiTq1moiI6NhqGyzYl1+J3XkVyCysgkW6UZt4wFJdrnpQe8REIdDHE/4+ZniZTTB7eEA6VOstVhXwVtZZUFZdj5LqehRV1KG63oL0gkq1AH0Rd9UL2F8fiD419QjyZSBLrs1p6rhaLBbVs1pZWYlx48Zhw4YNqK+vx7Rp05oeM2DAAFXIePXq1W0GrpJSIItNWVljQWUiIqKuJmcPc8pqsPVQKXbnVqhT/zZyij8xzA+J4f7I37YSn/zrdkx9+GUMHzSk3etvsFpRUF6HrNJqZBRU4mBxFbwjk5FRD7z+cwaSI/xxQlKYeh6mE5Ar0j1w3bp1qwpUJZ81MDAQixYtwqBBg7Bp0yZ4e3sjNDS02eMlvzUnJ6fN9S1YsAAPP/xwN7SciIiokdWqYU9+BTbsL0Ze+R+dJ2H+XugXE4SU6EDVu2oLJsu3NXToeTxNJpUmIMuIpDD8uvQrfPX11+gz60aUWn2QUVillphgH4zuGY7ekQEMYMml6B649u/fXwWppaWl+PjjjzF37lwsX768w+ubP38+7rjjjmY9romJiQ5qLRERUfOANS2nDOsyilFaXa9uM5s80C8mEEN7hCA22LdLA0dPWFG57UcMP/8iJKeOw+YDJdiWVYbcslp8tSUbcSG+ODklEnEhfl3WBiK3ClylV7Vv377q8siRI7Fu3To899xzuPDCC1FXV4eSkpJmva65ubmIjY1tc30+Pj5qISIi6sqUAMldXb2vECVVjQGrr5cJqQmhavHzNnd7m8L8vTG5fzTG9ArHxswSbDpQguzSGny4/qAKpCemRCHAR/evfaJOcbo92Gq1qhxVCWK9vLywdOlSnHfeeeq+nTt3IjMzU6UWEBER6aHM4oWPNhxUQaEtYB2dHI6hCSFqcJXe/L09MaFvJFITQ7F6byF+zy7DrtwK7C+swkkpkRgcF8z0ATIsXQNXOa0vNVtlwFV5ebmqILBs2TJ89913qvzVVVddpU77h4eHIzg4GDfffLMKWllRgIiIuls9zIiYcSs21kYBtTWqzqrkmZ6QFAofz+7vYT0WqVRw6qAYpCaGYGlansq9lb+7cstx2qBYdT+R0ei61+bl5eGyyy5Ddna2ClSHDRumgtZTTz1V3f/MM8/AZDKpHlf7CQiIiIi6My1gR045NqA3Aof1U7cNjA3C+L6Rhgj+ooN8ceGoRGw6WKJ6YKWW7Du/7sepA2PQOypQ7+YRHRddP3FSp/VofH198cILL6iFiIiou5XV1KteysyiKvWVWZeXjjGJgZg0OAVGYjI19g73igjAt9tzkF9eiy+3ZGN4YihO6hupBpQRGYH+yThERERO2Mu6PasU76zJVEGrBHbJyEP2m7chxNw4GMuIwgK8ccGoBJyQ2DjoWQZwfbbpEKrrLHo3jahdGLgSERHZqam3qFJSP6Tloc5iVSWl5oxNQiIKAavxAzypBTuxXxRmDo1TeboHi6vx3rpMVIIVecj5OX9yDhERUTfJLq3Gt9tyUF7TADl7fmLvCIxMDoPJBUfh940ORJh/okoZkBq0W5AM3+RUvZtFdFQMXImIyO1JasBvmSX4ZW8BZJZWmZ71jCGxiA72hSuLCPTBRaMT8fWWbBwsqUb0+Q8ht6FC72YRtYmpAkRE5NYkv/OLzVlYtacxaO0XHYiLxyS6fNBq4+tlxtknxCMSpfAwe2FHXRh+yyzWu1lErWLgSkREbp0a8O7aTGQUNg7Amto/GqcPiXXKuqxdnffaH1koXfupur5ydwHWphfp3SyiIzBwJSIityQzSn2y4RAqahsQ6u+lap3K7FfuOquUvOqSn15DT68ydV2ms5XUCUmjIHIWzHElIiK3YtU0lRawMbNEXe8TFaBmkvL2ZF+OSPaqQEJyb7WN1mU0pgyM7xOpd7OIFAauRETkNmrrLaoA//5CmVAAGNMrHCf2CnfbXta2SCUFSZ1YvitfBa+SSiDbikhvDFyJiMgtFFfV4cvNWSiuqoenyQOnDYpBSkyQ3s1yWjKrlsXa2DstaQOe5sbZt4j0xMCViIhcXl6NB9auO4DaBisCfTwxKzUO0UHuUTWgsz2vDRYr1qQXqQFbvp5mDIoP1rtZ5MYYuBIRkUvzHzgJq/I8oaFxFiyZMSrAh19/7SUpAvUWDRsyi/HDjlz4eZvRKzJA72aRm2ImOhERuSQZDf9pWgWizpoHDR5qpqhzT+jBoPU4Sf7vhL4RGBAbBCkw8M3WbOSU1ujdLHJTDFyJiMjlSG7mA59vx9tby9X1vkEWNROWp5lfex0NXqcNjEFyuD8arBo+33wIJVV1ejeL3BA/wURE5HIzYV339ga8tWa/qk1a9MPLSA2zsHJAJ0mVgTOGSm6wD2rqrWq2ManSQNSdGLgSEZHLkF7AS15ZgyW/56q6rHeND0X5hi/0bpbLkG06KzVeDXCT6gxfb81WvdtE3YWBKxERuYTcshpc+J81amKBED8vvPuXsRiX4Kd3s1yOBK1npcbDy+yBA8XVqtYrUXdh4EpERIa3v7ASf3rpF+zMLUdMsA8+um4cRvVkwfyuEhXkg9OHxKrLWw+VqoWoOzBwJSIiQ9uRU4Y/vbQaB4qqkRzhj4+vG49+nFigy/WODMT4PhHq8rKdecgqqda7SeQGGLgSEZFhbdhfjAteWo388lpVrkl6WhPD/fVultsYlRymyoxJmqvku1bUNujdJHJxDFyJiMiQVu0uwKWv/IqymgY1w9MH14zjbFjdTCo1nDowBhEB3qiqs6garxysRV2JgSsRERnOTzvzcOWb61Bdb8HEflF466oxCPH30rtZbltp4MxhcfA2m5BdWoM1+wr1bhK5MAauRERkKFLq6tr/bUBdgxWnDYrBK5eNgr83Z8PSU6i/N6YNjFaX1+8vRk41a+ZS12DgSkREhvHt1mxc//YG1FmsmDk0Di/MGaF6/Eh/KTFBGNYjRF1eV+gJc2DjwC0iR+KnnYiIDOHLzVm46b2NasrRs4fH47mLhsOLU7g6lZNTIhEV6IM6qwciZ93FfFdyOH7iiYjI6S3aeBC3vr9RBULnjuiBpy8YDk8GrU5H3pMZQ2Ph6aHBN2koPtheoXeTyMUwKYiIiJzah+sP4J5PtkDTgItGJ+Lvs4fCZGIOpbMK8/fGiHAL1hZ64pO0cgz6ZjWGx/p0ap2RkZFISkpyWBvJuBi4EhGR03r310zcu2irunzpiUl45KwhDFoNIKQ2F+UbtyDohBl48Nt9yHr9JlgrSzq8Pj9/f+xIS2PwSgxciYjIOf1vdQYe+Hy7unzFhJ544MxBqm4oOb/qijIU//hfRA2biJqAUIy+638YH9WAjrx9uZl78c4T81BQUMDAlRi4EhGR83nLLmi9ZmJvzJ8xgEGrwWgNdRgSUImNdYHIqTGhNCABQw5XHSDqKGa2ExGRU3l/bSbuPxy0XjuJQauRBZgaML53Y1msFbvzUVpdr3eTyOAYuBIRkdP4ZMNBzD+c03rVSb3w19MZtBrdCUmh6BHqh3qLhu+258Aqo+yIOoiBKxEROYXPNx3CvI83q+oBl41Lxt9mDmTQ6gLkPZQZzrzMHmpK2N8yi/VuEhkYA1ciItLdN1uzcceHmyH16i8ek4SHZg1m0OpCgv28MKlflLq8Zm8R8str9W4SGRQDVyIi0tX323Nwy3uNkwv8aWQCHj+HJa9c0aC4YPSODIBF0/D97zlosFr1bhIZEANXIiLSzU878nDju781TeP6xHnDGLS6KOlBnzogGn5eZhRU1GHNviK9m0QGxMCViIh0sWJXPq59e4MatDNzaBz+7/xUmBm0urQAH08VvIrf9hcjp6xG7yaRwTBwJSKibrd6byGu/t961DVY1cCdZy8arua5J9fXNzoQ/WICIbUFlqblqhQRovbiUYKIiLrV5gMl+Mub61DbYFW9b89fMgJeDFrdigzU8vUyqZSBDawyQMeBRwoiIuo2u3LLMff1taiss2B8nwi8OGcEvD35VeRu/L09MSmlscrA2vQiFFfW6d0kMggeLYiIqFtkFlbh0ld+RUlVPVITQ/HyZaPg62XWu1mkk/6xQUiO8FepAj+k5ULjxATUDgxciYioy+WW1eDSV39FXnkt+scE4c0rRiPQx1PvZpHeVQb6R6uJCbJKa7D1UKneTSIDYOBKRERdSk4D//nVX5FZVIWkcH+8ddUYhPp7690scpKJCcb3iVSXf95TiPKaer2bRE6OgSsREXWZitoGXP7GOuzKrUBMsA/e+ctYRAf76t0sciLDEkIQG+yLOosVP+3MZ8oAHRUDVyIi6hI19RZc/eZ6VUUgzN8Lb181Fonh/no3i5yMycMD0wZGQ0r4phdUqh85RE4ZuC5YsACjR49GUFAQoqOjcc4552Dnzp3NHjN58mSVB2O/XHfddbq1mYiIjq3eYsXN723E6n2FCPA2440rxiAlJkjvZpGTigj0weie4eryit35qG2w6N0kclK6Bq7Lly/HjTfeiDVr1mDJkiWor6/HaaedhsrKymaPu/rqq5Gdnd20PPnkk7q1mYiIjs5q1XDPx1uw5PdcVerqlbmjVRUBoqMZ1TMMoX5eqKqzYM1eTgdLrdN1SOfixYubXX/jjTdUz+uGDRswceLEptv9/f0RGxurQwuJiOh4/WPxDny68RA8TR5YOGcExvWJ0LtJZACeJhMm94/CZ5uysPlgCQbGByE6iPnQ1JxT1SIpLW0shREe3ni6wOadd97B22+/rYLXWbNm4f7771fBbGtqa2vVYlNWVtbFrSYiIpsvdlbgjc3Z6vKTfxqGUwbGdGg9mZmZKCgo6HR70tLSOr0O6j7JEQHoFx2IXXkV+GlHPi4YleDw9zIyMhJJSUkOWRe5ceBqtVpx2223YcKECRgyZEjT7ZdccgmSk5MRHx+PLVu24J577lF5sJ9++mmbebMPP/xwN7aciIiE/8CJeGNzubr81xkDcO6IP4KO4w1aBwwciOqqKoe1raKCA36M4uR+UcgorEJOWQ22Z5XBVJSvbr/00ksdsn4/f3/sSEtj8GpQThO4Sq7rtm3bsGrVqma3X3PNNU2Xhw4diri4OJxyyinYu3cv+vTpc8R65s+fjzvuuKNZj2tiYmIXt56IyL3l1Xggcubt6vIVE3ri2om9O7wu6WmVoHXOPf9ETNKRx/njkbZ2Ob598znU1NR0aj3UfWRiihN7h2PF7gKs2lOA4Q2N415mXnsf+g8b2al152buxTtPzFP7GANXY3KKwPWmm27CV199hRUrViAh4ei/0MeOHav+7tmzp9XA1cfHRy1ERNQ98sprsDrfEx5mD4xP9MX9MwepCjCdJUFrQsrgTgcqZDypCaH4PbsMBRV1yEC0ui0iPrnT+wMZn65VBaTIsAStixYtwo8//ohevXod8/9s2rRJ/ZWeVyIi0ldpdT0+35SFBs0DNfs349YxoTBJQU6iTpB9aEr/xoA1F6Hw6TFQ7yaRkzDpnR4gg67effddVcs1JydHLdXV1ep+SQd49NFHVZWBjIwMfPHFF7jssstUxYFhw4bp2XQiIrdXVdeAzzYeUuWLQrysyPv0cTXvPJEjxIf6YXB8sLocftoN4IRapHvgunDhQlVJQCYZkB5U2/LBBx+o+729vfHDDz+o2q4DBgzAnXfeifPOOw9ffvkl3z0iIh3VNVjxxeYslFTXI8jXExOiGqDVOW4wFZGY0CcSnmiAd3QvHGoI0Ls55O45rseaj1gGVckkBURE5DwsVg3fbMtGblktfL1MmD28ByqzduvdLHJBft5mJCMfexGH/fVBqpff39sphueQO/a4EhGRsUiHw08787C/sEpNMHBWajzCArz1bha5sFiUoC53LxpgUlMIk3tj4EpERO22fn+xqq0pmawzhsQiLsRP7yaRi5N9reiHl9XlbYfKkF/+xyRD5H4YuBIRUbvszCnHL3sbe7wm9YtC76hAvZtEbqL24HZEmRsHbi/blXfMVENyXUwUISIyoO6eEjWrpBpL0nLV5RMSQ5GaGNrp5yY6Hr29SlGs+SOrpAa78yrQLyZI7yaRDhi4EhEZTHdPiVpSVYcvt2SpQVm9IwNwUkqkw56XqL18TVaMSg7DmvQirNxdgF6RAfAy88Sxu2HgSkRkMN05JWp1vUVNMFBTb0V0kA9OHxILkwNmxSLqiJHJYdieXYbymgaVbz2ud4TeTaJuxsCViMigunpK1AarFV9t+aNWq1QQYA8X6cnTbMLJfSPxzbYcbNhfjMFxwQj289K7WdSNeAQiIqIjyOCXH37PU/mE3mYTzk6NR4AP+zpIf32jA5EQ6qdSV1bu6XyeNxkLA1ciIjrCmn1F2JlbDpMHMHNYHCICffRuEpHi4eGBSf2jVJmsPXkVOFTcWG2A3AMDVyIiaub37DKszShSl6cOiEZSuL/eTSJqJjLQB4Pjg9XllXvyWR7LjTBwJSKiJtJ7tfRw2avRPcMwOD5E7yYRterE3hHwMnuoqYfl7AC5BwauRESklFXX4+ut2bBqQEp0IEdsk1OTnOtRPcPV5Z/3FKLBYtW7SdQNGLgSEREaNA98sSVLlb+SslenDopRuYREzmxEYigCfTxRUduA3w6U6N0c6gYMXImI3J4HdtSForCiDv7eZpw5LI5lr8gw5bEm9G08M7A+owiVtQ16N4m6GI9MRERuLnTin1Fo8YPZ5IFZw+IR5Mu6mGQc/WOC1FmCeouGNemFejeHuhgDVyIiN5aHYISMu0BdnjYwGrEhvno3iei4SErLxJQodXn7oTIUVNTq3STqQgxciYjcVE5pDXYjTl1O9CzHgNjG8kJERtMjzA99ogIgRbFWcVICl8bAlYjIDZXX1OPLLVnQYELV7l/Ry4vlhMjYJvSNVBNm7C+swv7CSr2bQ12EgSsRkZupt1jx1ZZsVNVZ4I8aFHz1FFhAgIwuzN8bwxJC1WXpdeWkBK6JgSsRkRuRL/Mffs9FXnkt/LzMGISD0Oo4ZSa5hjG9wuFtNqGgog47c3gWwRUxcCUiciPrMoqxK69CnVKdOTQOvqjXu0lEDiM/xkb1DFOXf9lXiAYrJyVwNQxciYjcxJ68Cqze11guaEr/aDWghcjVDE8MRYC3GeU1Ddh6sFTv5pCDMXAlInID+eW1+G57jro8PCEUQ3qE6N0koi4hk2eceHi64rUZRahtsOjdJHIgBq5ERC5OZhP6YnMWGqwaksL9cXJKpN5NIupSg+KCEebvhZp6K37bz6lgXQkDVyIiFyY5fl9vzVZzuYf6e2HGkFiYJMGVyIXJPj6+T+MPtN8yizkVrAth4EpE5MIVBH7ckYfs0hr4eJpwVmo8fL3MejeLqFvIhASxwb7qTMOv6UV6N4cchIErEZGL2phZgrTsckj/qvS0Sp1LIneaCvakvo29rtuySlFcVad3k8gBGLgSEbmg9ILKpqkvJ/aLQnJEgN5NIup2UjmjZ4Q/ZC6C1XsbK2qQsTFwJSJyMYUVtVi8LUfN2z4kPhipCawgQO49FazYnVeBolrmdxsdA1ciIhdSXW/Bl1uyUWexokeoHyb3j1anTIncVWSgDwbGBanL20qY4210DFyJiFyExarhm63ZKK2uR7Cvp5oZy8wKAkSqrqt8FvJrTfDtNULv5lAnMHAlInIRK3bl42BxNbzMHpiVGg8/b/YuEYlgX6+mlJmwSZfDKkmvZEgMXImIXMDmgyXYcqhxesvTB8eq06NE9IdRPcPh5aHBO6Y3VmbW6N0c6iAGrkREBnegqArLd+Wry+P7RKB3VKDeTSJyOn5eZvQLbpz+9b1t5ZwK1qAYuBIRGZjUppSZseTMZ//YIIxKDtO7SUROq2+QFQ3lhcirtODDdQf0bg51AANXIiKDqrMCX2zOQm2DVc0QNG0AKwgQHY2nCShd/YG6/O8f96C6jr2uRuOpdwOIHCUzMxMFBY0F1zsrMjISSUlJDlkXkaP30bS0NMBkxpp8T5TU1iPQxxNnDouDp5l9EUTHUrH5eww452bkldfi7TX7cfXE3no3iY4DA1dymYBgwMCBqK6qcsj6/Pz9sSMtjcErOe0+Gn7ajaq0j1QQOCs1HgE+PJwTtYu1ARcMDsQL60qxcPleXDw2Sf34I2PgO0UuQXqxJCCYc88/EZPUp1Prys3ci3eemKfWycCVnHEfXbVtH3KDBwDQcPrgOEQFsYIA0fGYnOyHb9MbsK+gEq+vSsfNp6To3SRqJwau5FIkIEhIGax3M4i6bB9NL6hEbrCXutzbqwy9o/o5sHVE7kEmI7jt1H645b2NeHnlPlw2ridC/Bs/V+TcmBBFRGQQBRW1WLwtB4AHyjd/hwTPSr2bRGRYZw6Nw4DYIJTXNODllXv1bg61EwNXIiIDqKprUBUE6ixWBKMSRd8vBAsIEHWcyeSBO05tPGPx+s8Z6ochOT8GrkRETq7BYsVXW7JVz1CInxcG4pAaYEJEnXPqoBg1FWxVnQULl7HX1QgYuBIROTFN07B0Rx6yS2vg7WlSFQS8wNqTRI4gdY/vPK2/uvzWmv3IKeVUsM6OgSsRkRP7Nb0IO3LKVVrAzKFxCA/w1rtJRC7l5JRIjOkZjroGK/794269m0POHLguWLAAo0ePRlBQEKKjo3HOOedg586dzR5TU1ODG2+8EREREQgMDMR5552H3Nxc3dpMRNRdtmeVqsBVTOkXjaRwf72bROSiva6Nua4frDuAA0WOqbVMLhi4Ll++XAWla9aswZIlS1BfX4/TTjsNlZV/jJS9/fbb8eWXX+Kjjz5Sj8/KysK5556rZ7OJiLpcRmGlShEQo5LDMDQhRO8mEbmssb0jVM9rg1XDsz+w19WZ6VrHdfHixc2uv/HGG6rndcOGDZg4cSJKS0vx6quv4t1338XUqVPVY15//XUMHDhQBbsnnniiTi0nIuo6eWU1+GZrNjQNqlzP+D4RejeJyOVJruvK3QVYtPEgrp/cB32jA/VuEjn7BAQSqIrw8HD1VwJY6YWdNm1a02MGDBigZjNavXp1q4FrbW2tWmzKysq6pe1ERpt+VGZycoTIyEjOMOZAZdX1+HxzFuotGhLD/DBtYIw6lUlEXWt4YqiqMrDk91w8+8MuPH/JCL2bRM4cuFqtVtx2222YMGEChgwZom7LycmBt7c3QkNDmz02JiZG3ddW3uzDDz/cLW0mMmrQOmDgQDX9qCP4+ftjR1oag1cHqKm34LNNh1RpnshAb8wcFqdm+CGi7iF1XX9Iy1Xl526YXIZB8cF6N4mcNXCVXNdt27Zh1apVnVrP/PnzcccddzTrcU1MTHRAC4lcg/S0StA6555/qulHOyM3cy/eeWKeWicD186pt1jVBAPFVfUI9PHE2ak94ONp1rtZRG5lYFwwzhwWjy83Z+GZH3bhv5eN0rtJ5IyB60033YSvvvoKK1asQEJCQtPtsbGxqKurQ0lJSbNeV6kqIPe1xsfHRy1EdHQStCakDNa7GQTAYtXw9dbsplqtZw+PR6CvUxyeidzOraek4OstWSplYNuhUgzpwYGRzsSkd2FtCVoXLVqEH3/8Eb169Wp2/8iRI+Hl5YWlS5c23SblsuRU57hx43RoMRGRY1mtGhZvy8H+wip4mjxwdmo8IgP545tILzIoSyb6EM8tZYUBZ9Phn/RSskrKU0kQKb2i9m655ZZ2pwdIxYDPP/9c1XK15a2GhITAz89P/b3qqqvUqX8ZsBUcHIybb75ZBa2sKEBERic/3n/YkYs9+RUwe3jgzGFxiA/107tZRG7vpqkpKnWHva4uErhu3LgRZ5xxBqqqqlQAK0Gl5Lj5+/urclbtDVwXLlyo/k6ePLnZ7VLy6vLLL1eXn3nmGZhMJjXxgFQLmD59Ol588cWONJuIyKmC1hW7CpCW3Tgr1ulDYpEcEaB3s4jIrtf1s01ZqteVua4GTxWQSQFmzZqF4uJi1TMqNVX379+vTu0/9dRTx3Xgbm2xBa3C19cXL7zwAoqKilSQ/Omnn7aZ30pEZBRr9hVh08ESdfnUgTGsGUnkhL2uUtTD1utKBg5cN23ahDvvvFP1hJrNZtUTKiP3n3zySdx7772ObyURkQtZl1GEtRmNU7lO7h+lRjITkXOxz3XlbFoGD1xlwJQErUJSAyTPVUhO6oEDBxzbQiIiF/J7iRm/7C1Ul2VGrNSE5nWqich53HxKY6+r1HZlr6uBA9cTTjgB69atU5cnTZqEBx54AO+8846aQMA2eQAREf1B0qBCJ12OtDJzU9A6umfjLIFE5Jz6RAXi7OE91GX2uhp4cNbf//53lJeXq8uPP/44LrvsMlx//fVISUnBa6+9BnfnyOk0JQ3DUXVpnXFqTkdtq7S0NIe0h/Td/s64jzqq5NWrG8sQcuKf1PWJKZE4ISkMrsgR+wI/z9TVjmcfmxrTgM8P97p+tPRX9AnzcunjlUsGrqNG/TG6TlIFFi9e7Mg2GZqjp9MEZLpHzSWn5nT8tgIqKiocti46trKifPX30ksvdcl91FGTC9y3aCu+2dO4n58Q1uCSQauj9wXBzzM5y34aMfMOBA6Zihtf/Ar5nz7msscrlw1cp06dqkb3289mRY6fTjNt7XJ8++ZzmHntfeg/bKTLTc3ZFduqpqbGYe2jY6uuKFN/XXUf7awGixXzPt6CRRsPqTy5vK+eRu/rb4IrcuS+wM8zOdt+Wl4PfJ+twT/lRFzxzCLU5exxueOVSweuy5YtO2LSAXL8dJryRS4i4pNdempOR24r0oer76MdUVnbgJvf24gfd+TBbPLArWNCcOs/fpQiO3BljtgX+HkmZ9xPM7Uc7MgpR3pDKEZ0srOFdJjy1UMqZhMR0RHyy2tx0ctrVNDq42nCS5eOxElJnBGLyMjG9ApXyXvpBZUormMMZLgpX2fPng1vb+9W7/vxR+lVICJyPztzyvGX/63DgaJqhAd445W5ozAiKQy//XZI76YRUSeE+Xujf2yQ6nVNK22sDkIGClzHjRuHwEDO9ELuUcaozmJFTb0VtfUW1DZYUdtggcXaeL/9yQfbRblNzkpIb5uflxm+hxc5ZUyu6/vtObj9g02orLMgOcIfb1wxBr0iOY0rkSv1usqP0+xqE7xjmC5gmMBVvpDnzZunKgoQGVFdgxUVtQ1qKa+pb7pcW29FSaknYuc+i+u+zkP1F9+p2zXHFHaAl9mjKYj19TIh0McLIX6eCPaVv38swbbL/l6ICvRBdJCP6r3zNHc4u4e6uNzVCz/twf8t2aWuj+sdgRfmjFDvGRG5Zq9ryIRL9G6OW/LsaA8UkbOT/bS0uh7FVfUoqqxDcVVd01/pPW2bCT6xfZFXaTniHulJ9fU0w8fLBM/Dvae2j4PW4vMhZZAae2f/eK56i4Z6iwTLDYdvqW7365GnCw/wQVTQ4UUC2mAfxIX4IjHMH4nhfugR6g8/b57C6k6yT93x4SYs29lYZueyccm4/8xB8OKPDCKX7XXdkVMG/5Sx2FtUjxF6N8jNdChwffDBB5kmQE7HFBCKggZf/LynALllNcgtq1Wn+NvibTYh0NcTgT5/LBL0VRVm46uXHsNrC/+NMScMQZCvZ2MPqadZ9Zge78BE6Y2T4LWm3oKaBguq6ywqcK6ut6iR5xJc25aymnqU2V0vrqxHQUWtWqwami6nZbf9fJGBPiqITZBgNswPSeH+as7tlOgg1YNLjrMuowi3vLcR2aU1Ki3kkbMH48LRLI1D5Oq9rkn+VmRWmfFxWjnOn6Z3i9xLhwNXkZ+fj507d6rL/fv3R1RUlGNbR3QUEvgdKKrC/sIq7EVfJN70NrZLlbb9xU2PkZzSMH8vdaAJC/BGuL+3On0b7OcJH8/WeyYP1hxCzb716B/prab76yyTyUMFxJ3pCZXeW+nZk9HqeeU16m9+RS3yymqRVVKNA8XVOFhUhfLahqbgdmNmyRHrkZSDWD8NYadcg33lJngUNw4gYi/t8ZEc52eW7MbLK/aqHxS9IwNUasDAuGC9m0ZE3aB/iAX7Kz3w66Fa1fs6IJaffacOXKuqqnDTTTfhrbfegsXSeDrVbDarqV///e9/w9/f39HtJAdxxFSKek1zJ6fgc8pqkFFQhf1FlapH9Q9e0DQrAk0W9IyLQEywL2KDfRER4K0CR1eY1la2+6CkJAxCcJvbp6y6AQeKq3CwuEqNapfLGRLY51XgUEk18lTgCwSPOgsbi4GNxQfV/w3wMSMmyFcFttHBjX8DfDo8dtOlp4/ddqgUd320WeW4iXNH9MAjZw9RPfZE5B6CvYCqnT8jYMDJePSTdbhzXOdmw+P0se3XoSPt7bffjuXLl+OLL77AhAkT1G2rVq3CLbfcgjvvvBMLFy7syGrJINMxduc0dxKMFVTUYWduOXblltvlhjaSwFRGb9dmbsG3z96JP9/3HIYPHARn4chpbY+13SWFQVIBQvxDMKRHyBH3yyCzPXkV+GHtNjz+/GvoP2k2quCNspoGVNZasK+2EvsKKpseL4FYTLAMDPNVf2NDfNvspXaH6WNlEN/TS3bhzV8yVC+r7Ht/P3copg+Odcj6icg45HhV+ssHKnBdlVmFDx+Yi4aijpe84/SxXRy4fvLJJ/j4448xefLkptvOOOMM+Pn54YILLmDg6sLTMXbXtJyS55mWU4ZdORUoqvpjljbJMe0VEYCkCH8khweoHFWxIbMSWl37BzoZbVpbR2x3CUSHJ4bCmu+Pectex4TzZyEhpb+qsCCpBdIbK7nBkn4g21xVWshvwN78P4LZyEBvxIf4IT7UD3GhvnCH6WMlTeOzjYfw5Hc7mnr5zxwWh4fOGqzyiYnI/cjxqj4/A0H1RSj3Cse4217E6IgjB/S663TXTpkqEBMTc8TtUh5L7iPn5cxTc0rv6sHiamw+WIJ9+ZVNo/QlT7VnhD/6xwSpmphGLAnliGltu4q3p0kForLYSDArebS55Y2BrKRoyGAx6f2WZcuhUvU4H/RF5Ky7cKjeHz3KaxER6A1TJ2fVc5Z9VPbH5bvy8Y9vdzSlBch++Og5Q3ByCvP5iQhICbTgt1rgQJUZU1P7qDKG5ISBq0w+IAO0/ve//8HXt7HXpbq6Gg8//LC6j+h4SLWorQdLVcBaWPlH76qMiB8QF4w+UQFdeoqaWg9me4T5qcVGKiBklVYjq6RGDQiTwWG1mhcCBk3Gnnpgz9pMValBynNJb6z0zEp6gdHKQkkViO9/z8XCZXuw+WBjgC6VJW6c0heXj++pKkwQEYkgc71KV5NBwlJlZNrAIzv1yAkC12effRann346EhISkJqaqm7bvHmzCmK/++47BzeRXFV5rRUhJ12Cbw55oV7La0oFkJHZqQmhLN7uZGSwlpTUksXWK7ty+Y9YtXIlek36Eyo8/FT5sf1S6aGo8cyLdL5KvVkJYm3BrC29w9kUV9bhk98O4t21marHX0iJK6nLKkFrqD/3RyI60pie4SpwTcsuUzVeZUIZ6jod+gYZOnQodu/ejXfeeQc7duxQt1188cWYM2eOynMlOho55SxlhF5bmYfQCZegXoM6vZKaEIJB8cHsXTVQr2woqlD6y/sYNn0qho2diIJKKc9Vg+ySamSV1qg82cZKBrXY1FjAQPVe2geyjkgv6Cipqbt8Vx6+2pKtelklGLe1UQLWKyb0Yh4rER2VpFklhPmpVLcN+4sxpT9nFXW6wHXFihUYP348rr76ase3iFyWFOB/a/V+PP/THhW8irq8dJw8KAFjh/U97sL+5Fyk7JhUIJBFBoEJmVAhW1ILSqvVXxkEJpUhdtaUq0oRtl52CQ41xCIwdTrKLF6ot1i7JMVA0gB251Xgl70F+HlPoZqsQuoB2wyKC8YlY5Nw9vB4BLHXhIiOo9f1YPEhbM8qU5f1KifoDjq0ZadMmYLs7Gw1GIuoPYNcFm/LwWNfp6laoiIlOhCz+3rhxrNnIeGFTxi0uig5ZRYc66Xm9rYV7s8prVEzTUkwK5dlGly5DoQh4vSbsbEW2LRsr0opkJ54WYLlr6zLzxN+MouZl1mdxm9tv5EqADUWwCsyGeuzarClOl3Vsv09qwy/Z5epXmB70lNyxtA4VSlgaI8Q7otEdNzkOCL5/XIs25BZjIkcwOlcgattLnaiY9mTV44Hv9iuereETApwx2n9cN6IBGzetFH2Jr2bSN1I0kCSIwLUYusBLamuVxUMtm7fhj3pmQjulYp6mFXPrCxy+q0tUnFCFgk1rZqm6qtK4Ap4I/6qF/D3VTKL2h8zqQkJfEf1DMP4PpE4OSUSg+ODGawSUafIMUTyWz/flKUGG49KDoO/N3tdu0KHt+rq1asRFtb6TBETJ07sTJvIBUjP2os/7cWLy/aoHjXJh7xuYm9cP7kvpxelZukFMghPlort+fjlwwcw/aGX0W/kBJVOIovU9C2tabwsgayknMg+JSRIbQxUW9JgqS5Hn7hw9O8RgaRwfzXob3B8iKpSYcSSakTk3JLD/dWsg5LTL1NuT+gbqXeTXFKHA9fZs2e3+avDNg0suaeNmcW4++MtKpdQTB0QjYdmDVaTBhiJI6YeddT0pc7cJkeTzk/JD5PFvrasvQarVQ2kajgcuMpJIJnZVwZ5yY+k/PQdeOamS/D5hg0YMWJEt78GInLfXlcZ7CnlHUcmh7F8njMFrjk5OcxxpWZkQM2/l+5Wg6+kE0xmWZLZhWYOjTPUqVhHTz0qKioag3hXapOePE0meHq33WtqoN2NiFxI78gA9d0nE7VsOlCCE3tH6N0kl9OhwNVIQQh1j/SCStz2/samgu0yKlt6WcMMWIvVkVOPpq1djm/ffA41NTUu1yYiIjoyPhrdMxzfbstRgesJSaEs8ehgHJxFnfbl5iz89ZMtqKyzINjXE4/PHopZqfEwOkdMPSpzULt6m4iI6A99owMR5u+F4qp61Zkj5bFI58DVam0s0k3uTQZgPfZVGt5as19dl9ye5y4ajrgQTkJBRETuyXS411UmNdmUWYITEkMNN/W1M+vQllywYAFee+21I26X25544glHtIucXFG1BRe9vKYpaL1xSh+8+5exDFqJiMjt9Y8JUmcgZYITmZSAdA5c//Of/2DAgAFH3D548GC89NJLjmgXOTHv2BTc/UOBKvchH8zXLx+NedMHsMQQERHR4VJ/UlVAyDSwrZfto44wdbSiQFxc3BG3R0VFqRm1yHUdrPJA7JwnUFRtVXk8n990EqYMYHUJIiIiezKFtL+3Wc3WtzOncYpr0ilwTUxMxM8//3zE7XJbfLzxB+VQ6wPyfsssxq8FnvDw9MbIOB8sumE8ekU2zoBEREREf5CzkFJVQKzfX6Rm9yOdBmddffXVuO2221BfX4+pU6eq25YuXYq7774bd955pwOaRc4WtK7YXaBKewAeKNvwFf664C8I8vXSu2lEREROa2iPEKzPKFYVBvbmVSAlJkjvJrln4Dpv3jwUFhbihhtuQF1dnbrN19cX99xzD+bPn+/oNpKOZC75JWm52HH4NMfQ0AZ89cNLMD9xtd5NIyIicmpSwzU1IRRrM4qwfn+xSrFjLXydJiCQ6gH333+/mj7Sz88PKSkp8PHx6WRzyJnItJqLt+Vgb36lmonotEExCCw/oHeziIiIDGN4YqhKtcsrr0VmURWSIwK6dDruyMhIJCUlwVV1eMpXERgYiNGjRzuuNeQ0GixWfLklW33IzCYPnDEkFr2jAnGQ+eVERETt5udtxpAeISrdbl1G8RGBq6On9Pbz98eOtDSXDV47HLiuX78eH374ITIzM5vSBWw+/fRTR7SNnCBo9TJ7YNaweCSG++vdLCIiIkMakRSKLQdLcKikGlkl1YgP9euSKb1zM/finSfmoaCggIGrvffffx+XXXYZpk+fju+//x6nnXYadu3ahdzcXMyePdvxraRuDVq/sgtazx7eAz3sPmBERER0fGQw88C4YDUZwbqMIvXd2hVTeruDDpXD+vvf/45nnnkGX375Jby9vfHcc89hx44duOCCC1w2wncHUiD5663Z2G8LWlMZtBIRETmCTEggw7IyCquQX16rd3PcK3Ddu3cvZs6cqS5L4FpZKYN3PHD77bfj5ZdfdnQbqRtIfbnvf89RHyhPkwfOSo1HjzAGrURERI4Q5u+tqgrY6rpSNwauYWFhKC9vHKXTo0cPbNu2TV0uKSlBVVVVB5tCetZpXbYzH7tyK2DyAGYOi0NCGHNaiYiIHGl0z3D1d3duBUqqmo8Poi4MXCdOnIglS5aoy+effz5uvfVWNSnBxRdfjFNOOaUjqyQdrUkvwtZDpery9MGx6NlGqQ4iIiLquKggHyRH+EPm0Nqwv1jv5rhP4Pr888/joosuUpfvu+8+3HHHHWpg1nnnnYdXX3213etZsWIFZs2apaaJlVSDzz77rNn9l19+ubrdfjn99NM70mRqw/asUqxNbzxlMaV/FPpxVg8iIqIu73X9PbsMFTUNejfHtasKlJU1lmzw9PRUNVxt12UGLVmOl+TGpqam4sorr8S5557b6mMkUH399debrnOSA8fZX1iJpTvy1OUxPcMxLKFxTmUiIiLqGjLoOT7UF1klNWpiAp7j7MLANTQ0tF1TlVkslnatb8aMGWo5GglUY2Nj291Gah8Z0SgVBDQNGBAbhBN7N/4CJCIioq41Ojkcn5dkqTS9kTDr3RzXDVx/+umnIwb1nHHGGXjllVfUIK2usGzZMkRHR6sBYVOnTsVjjz2GiIiINh9fW1urFhtbrzD9oaquAV9uyUK9RUNCmB+mDYzh3MlERETdRPJcowJ9kF9RiyyE6d0c1w1cJ02adMRtZrMZJ554Inr37g1HkzQBSSHo1auXKsF17733qh7a1atXq+dtzYIFC/Dwww87vC2uwqoBX2/JRnlNA0L9vDBzaJya0pWIiIi6h3QWje4Zhm+25SAL4fDwZvnJLp/ytTvYBoCJoUOHYtiwYejTp4/qhW2resH8+fPVYDH7HtfExMRuaa8R7K4LQU51Dbw9TZiVGg9fL56iICIi6m59ogMR6u+FkiogaDgHnndpVQGbAwcOqLqtRzt170jSqxsZGYk9e/YcNSc2ODi42UKNAofPQI4lQM3cMWNwLMIDvPVuEhERkVsyeXhgVHJjmkDQ6NnqjCg5uMf1X//6V9PlgoICvPfeeyrvNCQkBN3h4MGDKCwsRFxcXLc8nysphy/Cp12jLk/oG4mekRzHSEREpKcBscFYkXYICAxHTkOJ3s1xvcD1mWeeacrNkJ5PqcH6t7/9rcNPXlFR0az3ND09HZs2bUJ4eLhaJFdVasNKVQHJcb377rvRt29fTJ8+vcPP6a6DsdKQAA+zFyLN1RiRxLJXREREepMxJj1QiHTE4kBDIKxWDSaOO3Fc4CqBpSOtX78eU6ZMabpuy02dO3cuFi5ciC1btuDNN99UU8nKJAWnnXYaHn30UdZyPQ5WTcO323JQBy/UFx5A/wRPVhAgIiJyErEowZ4qP9T4h2BXXrnqhSUnHZw1efJkVVKrLd999123tscVyaxYB4urYYIV+Yv+Ds9b7te7SURERHSYGRrKN3yJ0JMvxfr9xegfE8QOpq4anEXO7WBxVdN0rn2RrXpciYiIyLlI4GqGFYUVdcgorNK7OU6NgasL57Uu3pYD6c8eFBeMaHAiBiIiImdkra1EnGdjwLouo7HDiVrHwNUFSfrFkt9zUVlnQbi/Nyb3j9K7SURERHQUCZ4VMHt4ILu0BodKqvVujtNy6gkIqGNk7mM51SCjFWcMjYWX2fG/T9LS0pxiHURERK7Ax2TFgLggbM8qw/qMIvQY3kPvJjklBq4upriqDit3F6jLE/pEIDLQsRUYyory1d9LL73UYeuUsmhERETubmRyGH7PKlOdT/nltYgKYhWllhi4uhCp/yYpAg1WDQlhfhie6Ph6rdUVjbmyM6+9D/2HjezUutLWLse3bz6HmpoaB7WOiIjIuML8vdE3OhC78yqwfn8RZgzhhEstMXB1Ieszi1VujLfZhFMHxXRpOY2I+GQkpAzu1DpyM/c6rD1ERESuYFTPMBW47s6twLjedQj15/Ts9jg4y0Xkldfg132F6rIMxgr29dK7SURERHScooN8kRzur6oC/ZbJaWBbYuDqAhosVny/PRdWDegTFYABsUF6N4mIiIg60esqfs8uQ2Vtg97NcSoMXF3A6n2FKKysg5+XGVMHRHPGDSIiIgPrEeqH2GBfWKwaNh5gr6s9Bq4Gd6i4uulUwrSB0fD3ZtoyERGRkUkH1OjDva5bD5aitt6id5OcBgNXg6cILEnLVZdldqzeUYF6N4mIiIgcoFdkACICvFFnsWLzoVK9m+M0GLga2NqMIpRW1yPAx4yJ/SL1bg4RERE5sNdV6rqKTZklqrOKGLgaVkFFLTbsL1aXJ/eLho+nWe8mERERkQP1iwlCkK8nqustakYtYuBqSFZNw9K0vKYqAlKsmIiIiFyLTN0+Mqmx13VDZrEarOXuGLgakCRq55Q1TjQgva1ERETkmgbFB6uqQeU1DdidWw53x8DVYMpr6vHz3gJ1eULfCAT6sooAERGRq/IymzA8qXEK9/X7i6Fp7t3rysDVQGRn/WlnPuotGuJCfDG0R4jeTSIiIqIultojRJ1lLaysQ3pBJdwZA1cD2ZNXoXZYkwdwCicaICIicgs+XmYMTWjsrFqX4d69rgxcDUKKDy/bla8uj0oOR0Sgj95NIiIiom5yQmKoGqwlY1wOlVTDXTFwNYg1+4pQVWdBqL9X02waRERE5B4CfDwxMC6oKdfVXTFwNYAKqyc2H2yc1nVyvyh4mvm2ERERuZuRSWGQJMH9hVXIK6+BO2IEZAB76kIg2Sx9owKRHBGgd3OIiIhIB6H+3kiJaazdvj7DPXtdGbg6Of+BE1Fq9YGnyQMnp3BaVyIiInc2Kjm8acB2cVUd3A0DVyfWABPCplylLo/uGY5gPy+9m0REREQ6igryQc8If3Um9jc3zHVl4OrEDiACnkER8PVowIjDxYeJiIjIvY063Ouall2OitoGuBMGrk6quLIOWYhQl/t6l3JAFhERESk9wvzUREQWTcPGTPfqdWU05ISksLDUbNXggao9axFhrtW7SURERORERvds7HXdeqgUNfUWuAsGrk5oX0ElMouq4AEripf+V+/mEBERkZPpGeGPiEBvNQ38loOlcBcMXJ1Mg8WKFYdnyEpAERpKsvVuEhERETkZDw8PjEpunJBo04ES1FuscAcMXJ3MxgMlKKtpQKCPJxJQoHdziIiIyEn1iw5CsK8nqust2J5VBnfAwNWJVNY2NBUUHt8nAmZV7IKIiIjoSCaTB0Ye7nXdsL8YVjcIGxi4OpE16YWos1gRHeSDAbGN8xETERERtWVQXDD8vc2qLNaBStcP61z/FRpEQUUtth9q7OafmBKlcleIiIiIjsbTbMLwxMZa7zvLzJL9ClfGwNVJyl+t3F2gEgP6RgWq+mxERERE7TEsIQTeZhPKGzzglzIWroyBqxPYX1ilyl+ZPTwwoW/jpANERERE7eHjaVbBqwg58XzVIeaqGLjqzGpt7G0VqYkhCPX31rtJREREZDDDE0Nh8tDgE98f2/Lr4Ko89W6Au9uaVYqiqjr4eZkx5vAsGETkGGlpaZ1eR21tLXx8fJyiLUREbQnw8UTPACv2VZjxaVoF5p4Ol8TAVUe19Rb8uq9IXR7bOxw+XpJUTUSdVVbUOInHpZde6oC1yUAHx512q6iocNi6iIjs9Qu2YG8ZsDm3DlsPlmLo4fQBV8LAVUfr9herosHh/t4YGu96OxeRXqorGit0zLz2PvQfNrLD60lbuxzfvvlcp9djv66amppOrYeIqC0BnkBl2goEDp6Chcv34MU5nTtuOSMGrjopr6lXU7SJk1IiVRFhInKsiPhkJKQM7vD/z83c65D12K+LiKgrla35WAWu327Lwd78CvSJCoQr4eAsnazeVwiLVUNCqB96Rvjr3RwiIiJyAfUF+zEqzgdSWODl5fvgahi46jTZQFp2ubo8oW8kJxsgIiIihzl3YGMv66cbDyK7tBquhIGrDn7ZW6j+pkQHIjbEV+/mEBERkQsZEOmNMb3CUW/R8MrKdLgSBq7d7FBxNdILKiGdrOP6cLIBIiIicrzrJ/dRf99bm4niStep66pr4LpixQrMmjUL8fHx6nT5Z5991ux+mfnhgQceQFxcHPz8/DBt2jTs3r0bRiWvZ9WexskGhsSHIIyTDRAREVEXmNwvCoPiglFVZ8Ebv2TAVegauFZWViI1NRUvvPBCq/c/+eST+Ne//oWXXnoJv/76KwICAjB9+nTDlpPZk1+BnLIaeJk9MLYXJxsgIiKiruHh4YEbpjT2ur7+c7qqZuQKdC2HNWPGDLW01Tv57LPP4m9/+xvOPvtsddv//vc/xMTEqJ7Ziy66CEYiFQRsua0nJIWpGS6IiIiIusqMIXHoE7ULe/Mr8b/V+3HjlL4wOqeNntLT05GTk6PSA2xCQkIwduxYrF69us3AVaZnlMWmrKyxELnefs8qQ0lVvZradWRSmN7NISIiIheVZjfF9Jm9PfFcPvDST7sw3L8Efl7tP9keGRmJpKQkOBOnDVwlaBXSw2pPrtvua82CBQvw8MMPw5nUW6xYk97Y2yopAt6eHBNHRERE3TDdtYcJ8X95CeXh8TjjlgUoW/tpu9fn5++PHWlpThW8Om3g2lHz58/HHXfc0azHNTExUdc2bcwsUcnRIX5eGNKDU7sSERFR9013nVFhwoYiIPaUK3D5ny9Fe/rPZLa/d56Yh4KCAgau7REbG6v+5ubmqqoCNnJ9+PDhbf4/Hx8ftTiLqroGbNhfrC6P6x0BM6d2JSIioi4U0WKa6jirht2rM1BW04Biv3g11saonPacda9evVTwunTp0ma9p1JdYNy4cTCKdenFqLNYER3kg34xrjVfMBERETk/s8kDo3o2VjOSzrQGixVGpWuPa0VFBfbs2dNsQNamTZsQHh6uuqVvu+02PPbYY0hJSVGB7P33369qvp5zzjkwgtLqemw5VKIuc2pXIiIi0svAuCCsTS9CRW0DtmeVITUxFEaka+C6fv16TJkypem6LTd17ty5eOONN3D33XerWq/XXHMNSkpKcNJJJ2Hx4sXw9TXGNKm/7C2AVQOSwv3VQkRERKQHT5MJo5LDsGxXPtbvL8bgHsHqNqPRNXCdPHmyqtfaFumhfOSRR9RiNMV1HtiVW6EuT+jLqV2JiIhIX4Pjg7Euo7HXNS27HEMNOGDceKG2QWwrMau//WODEB1kjB5iIiIicl2eZhNGJjcOzFqfUaQmRzIaBq5dwLfncOTVmCAFBKSSABEREZEzGNIjRE2GJBUGduQ4xyRNx4OBq4NZNQ2hky5Xl4clhKrarURERETOwMuu13VdRjGsBut1ZeDqYD8fqIFPbF94emgYc7j0BBEREZGzGNojBL5eJlX9aFduOYyEgasD1TZY8O7Wxh2gf7AFft6Nea5EREREzsLb09Q0CcHajCJ1ttgoGLg6UFFlHcL8TGgoL0TfIOMW9yUiIiLXlpoQAh9PE4qr6rEnr7EKkhEwcHWguBA/PD4lAjlv3dmueYCJiIiI9ODjacbww5MQyMQERytP6kwYXjmY1J61lBfo3QwiIiKio5LA1dtsQmFlHXYbpNeVgSsRERGRG/L1MuOEpMZe11/3GSPXlYErERERkZs6ISlU5boWVdVhV47zVxhg4EpERETkxrmuIw7XdV2TXuT0dV0ZuBIRERG5seEJoWo2Lanrmubks2kxcCUiIiJy87quow73uv6aXgSLE/e6MnAlIiIicnNDE0Lg721GeU0DtmeVwlkxcCUiIiJyc15mE0Yfnqp+XUYxLE7a6crAlYiIiIgwJD4YgT6eqKhtQHqFc4aIztkqIiIiIupWnmYTxhzudd1RaoaHpw+cDQNXIiIiIlIGxQcj2NcTtVYPBI04A86GgSsRERERKWaTB8b0aux1DRo9Gw1OVmGAgSsRERERNRkYG4yUIAty3/0rPE0ecCYMXImIiIioicnkgWFhFjQUZ8HZMHAlIiIiIkNg4EpEREREhsDAlYiIiIgMgYErERERERkCA1ciIiIiMgQGrkRERERkCAxciYiIiMgQGLgSERERkSEwcCUiIiIiQ2DgSkRERESGwMCViIiIiAyBgSsRERERGQIDVyIiIiIyBAauRERERGQIDFyJiIiIyBAYuBIRERGRITBwJSIiIiJDYOBKRERERIbAwJWIiIiIDIGBKxEREREZAgNXIiIiIjIEBq5EREREZAgMXImIiIjIEJw6cH3ooYfg4eHRbBkwYIDezSIiIiIiHXjq8aTHY/Dgwfjhhx+arnt6On2TiYiIiKgLOH0UKIFqbGys3s0gIiIiIp05daqA2L17N+Lj49G7d2/MmTMHmZmZR318bW0tysrKmi1EREREZHxOHbiOHTsWb7zxBhYvXoyFCxciPT0dJ598MsrLy9v8PwsWLEBISEjTkpiY2K1tJiIiIiI3DFxnzJiB888/H8OGDcP06dPxzTffoKSkBB9++GGb/2f+/PkoLS1tWg4cONCtbSYiIiIiN81xtRcaGop+/fphz549bT7Gx8dHLURERETkWpy6x7WliooK7N27F3FxcXo3hYiIiIi6mVMHrnfddReWL1+OjIwM/PLLL5g9ezbMZjMuvvhivZtGRERERN3MqVMFDh48qILUwsJCREVF4aSTTsKaNWvUZSIiIiJyL04duL7//vt6N4GIiIiInIRTpwoQEREREdkwcCUiIiIiQ2DgSkRERESGwMCViIiIiAyBgSsRERERGQIDVyIiIiIyBAauRERERGQIDFyJiIiIyBAYuBIRERGRITBwJSIiIiJDYOBKRERERIbAwJWIiIiIDIGBKxEREREZAgNXIiIiIjIEBq5EREREZAgMXImIiIjIEBi4EhEREZEhMHAlIiIiIkNg4EpEREREhsDAlYiIiIgMgYErERERERkCA1ciIiIiMgQGrkRERERkCAxciYiIiMgQGLgSERERkSEwcCUiIiIiQ2DgSkRERESGwMCViIiIiAyBgSsRERERGQIDVyIiIiIyBAauRERERGQIDFyJiIiIyBAYuBIRERGRITBwJSIiIiJDYOBKRERERIbAwJWIiIiIDIGBKxEREREZAgNXIiIiIjIEBq5EREREZAgMXImIiIjIEBi4EhEREZEhMHAlIiIiIkNg4EpEREREhsDAlYiIiIgMgYErERERERmCIQLXF154AT179oSvry/Gjh2LtWvX6t0kIiIiIupmTh+4fvDBB7jjjjvw4IMP4rfffkNqaiqmT5+OvLw8vZtGRERERN3I6QPXp59+GldffTWuuOIKDBo0CC+99BL8/f3x2muv6d00IiIiIupGnnBidXV12LBhA+bPn990m8lkwrRp07B69epW/09tba1abEpLS9XfsrKybmgxUFFRof4e3L0dtdVVnVpXbuZe9TcnYxf2Bvg7xbqcsU3usC5nbJM7rMsZ2+Ss63LGNrnDupyxTe6wLmdsk6PXlX8wvSmu6Y4YyvYcmqYd/YGaEzt06JC0Xvvll1+a3T5v3jxtzJgxrf6fBx98UP0fLly4cOHChQsXLjDUcuDAgaPGhk7d49oR0jsrObE2VqsVRUVFiIiIgIeHh0N+ESQmJuLAgQMIDg7u9PpcCbdN27ht2sZt0zZum7Zx27SN26Zt3DbOu22kp7W8vBzx8fFHfZxTB66RkZEwm83Izc1tdrtcj42NbfX/+Pj4qMVeaGiow9smbyp3+tZx27SN26Zt3DZt47ZpG7dN27ht2sZt45zbJiQkxNiDs7y9vTFy5EgsXbq0WQ+qXB83bpyubSMiIiKi7uXUPa5CTvvPnTsXo0aNwpgxY/Dss8+isrJSVRkgIiIiIvfh9IHrhRdeiPz8fDzwwAPIycnB8OHDsXjxYsTExOjSHklDkJqyLdMRiNvmaLht2sZt0zZum7Zx27SN26Zt3DbG3zYeMkJL70YQERERERk6x5WIiIiIyIaBKxEREREZAgNXIiIiIjIEBq5EREREZAgMXI/DCy+8gJ49e8LX1xdjx47F2rVr4UoeeughNbuY/TJgwICm+2tqanDjjTeqWcgCAwNx3nnnHTE5RGZmJmbOnAl/f39ER0dj3rx5aGhoaPaYZcuWYcSIEWrkYt++ffHGG2/AGa1YsQKzZs1Ss3jItvjss8+a3S/jGqXaRVxcHPz8/DBt2jTs3r272WNk1rY5c+aoYs4yEcZVV12l5n22t2XLFpx88slqv5JZS5588skj2vLRRx+p90IeM3ToUHzzzTdw5m1z+eWXH7EvnX766S6/bRYsWIDRo0cjKChI7f/nnHMOdu7c2ewx3fk5cqZjVnu2zeTJk4/Yb6677jqX3zYLFy7EsGHDmgq/S53yb7/9Fu6+z7Rn27jrPtOaf/zjH+r133bbba697xx1Qlhq8v7772ve3t7aa6+9pm3fvl27+uqrtdDQUC03N1dzFQ8++KA2ePBgLTs7u2nJz89vuv+6667TEhMTtaVLl2rr16/XTjzxRG38+PFN9zc0NGhDhgzRpk2bpm3cuFH75ptvtMjISG3+/PlNj9m3b5/m7++v3XHHHdrvv/+u/fvf/9bMZrO2ePFizdlI+++77z7t008/VfMnL1q0qNn9//jHP7SQkBDts88+0zZv3qydddZZWq9evbTq6uqmx5x++ulaamqqtmbNGm3lypVa3759tYsvvrjp/tLSUi0mJkabM2eOtm3bNu29997T/Pz8tP/85z9Nj/n555/VNnryySfVNvvb3/6meXl5aVu3btWcddvMnTtXvXb7famoqKjZY1xx20yfPl17/fXXVXs3bdqknXHGGVpSUpJWUVHR7Z8jZztmtWfbTJo0SbXTfr+R/cDVt80XX3yhff3119quXbu0nTt3avfee6/aj2VbufM+055t4677TEtr167VevbsqQ0bNky79dZbm253xX2HgWs7jRkzRrvxxhubrlssFi0+Pl5bsGCB5kqBqwQSrSkpKVEHi48++qjptrS0NBW0rF69Wl2XHd5kMmk5OTlNj1m4cKEWHBys1dbWqut33323Co7tXXjhhepLzZm1DM6sVqsWGxur/fOf/2y2jXx8fFSAJeQDLv9v3bp1TY/59ttvNQ8PD+3QoUPq+osvvqiFhYU1bR9xzz33aP3792+6fsEFF2gzZ85s1p6xY8dq1157reYM2gpczz777Db/j7tsm7y8PPU6ly9f3u2fI2c/ZrXcNrYgxP5LtyV32TZC9v1XXnmF+8xRto3gPqNp5eXlWkpKirZkyZJm28NV9x2mCrRDXV0dNmzYoE4F25hMJnV99erVcCVyqltO//bu3VudxpVTCEJef319fbNtIKdnk5KSmraB/JVTtfaTQ0yfPh1lZWXYvn1702Ps12F7jNG2Y3p6upoQw/61yBzLcnrEfnvIKXCZ9c1GHi/7zq+//tr0mIkTJ6rpje23h5xCLS4uNvQ2k1NLctqpf//+uP7661FYWNh0n7tsm9LSUvU3PDy8Wz9HRjhmtdw2Nu+88w4iIyMxZMgQzJ8/H1VVVU33ucO2sVgseP/999UMkXJanPtM29vGxt33mRtvvFGd6m/5Glx133H6mbOcQUFBgfrAtJytS67v2LEDrkKCLslbkUAjOzsbDz/8sMov3LZtmwrSJICQYKPlNpD7hPxtbRvZ7jvaY+RDUl1drXJFjcD2elp7LfavVQI3e56enuqL2v4xvXr1OmIdtvvCwsLa3Ga2dTgjyWc999xz1Wvbu3cv7r33XsyYMUMdxMxms1tsG6vVqnLNJkyYoL5QRXd9jiSwd+ZjVmvbRlxyySVITk5WP54lv/mee+5RP1Q+/fRTl982W7duVcGY5CRKLuKiRYswaNAgbNq0ye33mba2jbvvM0IC+d9++w3r1q1DS656vGHgSk0ksLCRZHgJZOWA8OGHHxomoCTncNFFFzVdll/zsj/16dNH9cKecsopcAfSCyI/+latWqV3Uwyzba655ppm+40MfJT9RX78yP7jyqTDQIJU6Yn++OOPMXfuXCxfvlzvZjn1tpHg1Z33mQMHDuDWW2/FkiVL1IAod8FUgXaQUxDSS9RyJJ5cj42NhauSX2n9+vXDnj171OuU0wElJSVtbgP529o2st13tMfIaFEjBce213O0fUL+5uXlNbtfRmrKaHpHbDMj7XuSeiKfI9mX3GHb3HTTTfjqq6/w008/ISEhoen27vocOfMxq61t0xr58Szs9xtX3TbSMyajtUeOHKkqMKSmpuK5557jPnOUbePu+8yGDRvUcVRG+8sZK1kkoP/Xv/6lLkuPpyvuOwxc2/mhkQ/M0qVLm53qkuv2eTauRkoTya9W+QUrr9/Ly6vZNpDTMZIDa9sG8ldO6dgHJPJLUHZu22kdeYz9OmyPMdp2lFPY8oG0fy1y2kTyM+23hxww5OBi8+OPP6p9x3ZwlcdIaSnJQ7LfHtLDIKfCXWWbHTx4UOW4yr7kyttGxqpJYCanMuX1tEx16K7PkTMes461bVojvWzCfr9xxW3TGmlTbW2tW+8zx9o27r7PnHLKKeq1yWu2LTJuQMan2C675L7j8OFeLkpKPciI8TfeeEONiL7mmmtUqQf7kXhGd+edd2rLli3T0tPTVZkhKY8hZTFk9K+trIaUr/nxxx9VWY1x48appWVZjdNOO02Vu5FSGVFRUa2W1Zg3b54a3fjCCy84bTksGakp5UFkkY/K008/rS7v37+/qRyW7AOff/65tmXLFjWKvrVyWCeccIL266+/aqtWrVIjP+1LPsmoTyn59Oc//1mVd5H9TLZPy5JPnp6e2lNPPaW2mVR/0Lsc1tG2jdx31113qVGrsi/98MMP2ogRI9Rrr6mpceltc/3116sSafI5si/PU1VV1fSY7vocOdsx61jbZs+ePdojjzyitonsN/K56t27tzZx4kSX3zZ//etfVXUFed1yLJHrUmHj+++/d+t95ljbxp33mba0rLLgivsOA9fjILXLZAeQWmVS+kHqT7oSKW8RFxenXl+PHj3UdTkw2EhAdsMNN6hSJLITz549W33x2MvIyNBmzJih6m1K0CvBcH19fbPH/PTTT9rw4cPV88hBRmo7OiNppwRlLRcp9WQriXX//fer4Eo+sKeccoqqM2ivsLBQBWOBgYGqvMgVV1yhAjt7UgP2pJNOUuuQ7S4BcUsffvih1q9fP7XNpCyJ1DV01m0jgYgcBOXgJ0FkcnKyqunX8gDmitumtW0ii/0+3p2fI2c6Zh1r22RmZqqAIzw8XL3fUtdXvijta3K66ra58sor1edE2iKfGzmW2IJWd95njrVt3HmfaW/g6or7jof84/h+XCIiIiIix2KOKxEREREZAgNXIiIiIjIEBq5EREREZAgMXImIiIjIEBi4EhEREZEhMHAlIiIiIkNg4EpEREREhsDAlYiIiIgMgYErEZEDPfTQQxg+fLjezSAickkMXImIDsvPz8f111+PpKQk+Pj4IDY2FtOnT8fPP/8MZzB58mR4eHgcsVx33XV6N42IqFt4ds/TEBE5v/POOw91dXV488030bt3b+Tm5mLp0qUoLCzs1nbU19fDy8ur1fuuvvpqPPLII81u8/f379L2yDbx9vbu0ucgImoP9rgSEQEoKSnBypUr8cQTT2DKlClITk7GmDFjMH/+fJx11llNj8vMzMTZZ5+NwMBABAcH44ILLlABblvWrVuHU089FZGRkQgJCcGkSZPw22+/NXuM9JouXLhQPU9AQAAef/zxNtcnQar0BNsv0g6RkZGh1vXpp5+q1yCPTU1NxerVq5utY9WqVTj55JPh5+eHxMRE3HLLLaisrGy6v2fPnnj00Udx2WWXqXVfc8016vb//ve/6vGy3tmzZ+Ppp59GaGho03ObTCasX7++2XM9++yzaltardZ2vhNERG1j4EpEBKhAVJbPPvsMtbW1rT5Ggi8JWouKirB8+XIsWbIE+/btw4UXXtjmesvLyzF37lwVLK5ZswYpKSk444wz1O0tc2MlGNy6dSuuvPLKTr2W++67D3fddRc2bdqEfv364eKLL0ZDQ4O6b+/evTj99NNV7/KWLVvwwQcfqLbddNNNzdbx1FNPqaB348aNuP/++1W6hKQk3HrrrWq9EozbB9gS7E6bNg2vv/56s/XI9csvv1wFtUREnaYREZHy8ccfa2FhYZqvr682fvx4bf78+drmzZub7v/+++81s9msZWZmNt22fft2TQ6la9euVdcffPBBLTU1tc3nsFgsWlBQkPbll1823Sb//7bbbjtm+yZNmqR5eXlpAQEBzZa3335b3Z+enq7W9corrxzRvrS0NHX9qquu0q655ppm6125cqVmMpm06upqdT05OVk755xzmj3mwgsv1GbOnNnstjlz5mghISFN1z/44AO1/WpqatT1DRs2aB4eHqpdRESOwJ/ARESHSS9kVlYWvvjiC9UruWzZMowYMQJvvPGGuj8tLU2dKpfFZtCgQep0udzXGkkjkLxU6WmVVAE59V5RUaFSDuyNGjWqXW2cM2eO6vG0X+xTGcSwYcOaLsfFxam/eXl56u/mzZvV67H1MMsiA9CkNzk9Pb3N9uzcuVOlTthref2cc86B2WzGokWL1HV5HklZkN5YIiJH4OAsIiI7vr6+6jS4LHKK/C9/+QsefPBBdbq7IyRNQAZ3PffccyrXU6oVjBs3Tg14sie5re0hwW/fvn2P+hj7gV2S8ypsOaYSNF977bUqr7UlqaZwvO2xJwO4JC9W0gPOPfdcvPvuu+p1ExE5CgNXIqKjkB5VyXsVAwcOxIEDB9Ri63X9/fff1cAueVxrJDf0xRdfVHmtQv5vQUEB9CI9yNLmYwW/LfXv318NNLPX8rqQQH/IkCHqNUterQSwRESOwsCViAhQvaLnn3++Ghglp9qDgoLUCPknn3xSDcgSMvho6NCh6nS9jJaXwOyGG25QlQLaOtUvKQJvvfWWur+srAzz5s1To/k7qqqqCjk5Oc1uk17csLCwdv3/e+65ByeeeKIajCVBpvSsSiArA82ef/75Nv/fzTffjIkTJ6pKArNmzcKPP/6Ib7/9tqlH10aCe1m/PI9sy868ViKilpjjSkR0uKrA2LFj8cwzz6gATXoNJVVA8lNtAZ0EaZ9//rkKEuUxEshKvVcZmd+WV199FcXFxaqn889//rM6RR8dHd3hdkpJKslbtV+kakB7SVAuFRF27dqlSmKdcMIJeOCBBxAfH3/U/zdhwgS89NJLKnCVagOLFy/G7bffrlIrWrrqqqtUKkRnqyMQEbXkISO0jriViIjoGCSo37Fjh6p/a09qwH700Ueq3BYRkSMxVYCIiNpFarvKoDVJL5A0AZlhTHJZbWTgl0xEID3Ujz32mK5tJSLXxB5XIiJqF5klTEqEyeQJkiIhea8yKYGNVF547733VFksqSggpbGIiByJgSsRERERGQIHZxERERGRITBwJSIiIiJDYOBKRERERIbAwJWIiIiIDIGBKxEREREZAgNXIiIiIjIEBq5EREREZAgMXImIiIgIRvD/5l9dhe9kTXUAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 7\n", + "plt.figure(figsize=(8, 5))\n", + "sns.histplot(df[\"Solar energy\"], bins=30, kde=True)\n", + "plt.title(\"Распределение целевой переменной (Solar Energy)\")\n", + "plt.xlabel(\"Solar Energy\")\n", + "plt.ylabel(\"Частота\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12, 6))\n", + "sns.boxplot(x=df[\"Month\"], y=df[\"Solar energy\"])\n", + "plt.title(\"Распределение Solar Energy по месяцам\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Размер X_train: (509, 9)\n", + "Размер X_test: (128, 9)\n", + "Размер y_train: (509,)\n", + "Размер y_test: (128,)\n", + "Обучающая выборка X:\n", + " Cloud coverage Visibility Temperature Dew point Relative humidity \\\n", + "596 0.51 9.54 21.65 19.60 86.48 \n", + "327 0.99 4.35 3.37 2.59 93.07 \n", + "362 0.86 9.79 -0.89 -3.04 83.23 \n", + "231 0.00 10.00 21.45 14.17 65.31 \n", + "210 0.03 9.46 25.51 22.76 81.85 \n", + ".. ... ... ... ... ... \n", + "71 0.00 9.96 5.66 -2.00 57.98 \n", + "106 0.94 9.99 12.06 8.45 75.51 \n", + "270 0.05 8.69 13.19 11.15 84.47 \n", + "435 0.43 9.99 10.52 6.62 74.04 \n", + "102 0.32 9.63 14.82 9.57 71.09 \n", + "\n", + " Wind speed Station pressure Altimeter Temp_Cloud \n", + "596 1.03 29.14 29.94 11.0415 \n", + "327 4.87 29.41 30.21 3.3363 \n", + "362 11.92 29.04 29.83 -0.7654 \n", + "231 4.00 29.27 30.06 0.0000 \n", + "210 2.56 29.39 30.19 0.7653 \n", + ".. ... ... ... ... \n", + "71 6.92 28.64 30.31 0.0000 \n", + "106 6.82 29.39 30.19 11.3364 \n", + "270 11.16 29.36 30.15 0.6595 \n", + "435 7.05 29.42 30.22 4.5236 \n", + "102 11.18 29.20 29.99 4.7424 \n", + "\n", + "[509 rows x 9 columns]\n", + "\n", + "Тестовая выборка X:\n", + " Cloud coverage Visibility Temperature Dew point Relative humidity \\\n", + "260 0.41 10.00 21.60 16.70 69.82 \n", + "228 0.49 9.02 21.93 20.61 89.81 \n", + "31 0.99 5.36 1.38 0.08 92.85 \n", + "507 0.69 9.10 25.16 22.15 80.29 \n", + "503 0.42 10.00 23.05 17.81 72.26 \n", + ".. ... ... ... ... ... \n", + "416 0.57 10.00 5.17 -1.25 63.72 \n", + "174 0.18 6.63 26.85 24.31 85.34 \n", + "274 0.00 9.43 19.78 14.83 72.04 \n", + "518 0.12 9.99 25.84 19.04 65.02 \n", + "261 0.58 9.48 15.53 12.06 75.97 \n", + "\n", + " Wind speed Station pressure Altimeter Temp_Cloud \n", + "260 11.90 29.00 29.78 8.8560 \n", + "228 6.83 29.22 30.01 10.7457 \n", + "31 9.17 29.22 30.01 1.3662 \n", + "507 11.25 29.06 29.85 17.3604 \n", + "503 10.31 28.95 29.74 9.6810 \n", + ".. ... ... ... ... \n", + "416 12.39 29.44 30.24 2.9469 \n", + "174 8.08 29.16 29.97 4.8330 \n", + "274 9.72 29.19 29.98 0.0000 \n", + "518 3.42 29.25 30.04 3.1008 \n", + "261 6.59 28.98 30.06 9.0074 \n", + "\n", + "[128 rows x 9 columns]\n", + "\n", + "Обучающая выборка y:\n", + "596 16174\n", + "327 14258\n", + "362 10091\n", + "231 33103\n", + "210 30348\n", + " ... \n", + "71 38978\n", + "106 12923\n", + "270 21889\n", + "435 21140\n", + "102 32097\n", + "Name: Solar energy, Length: 509, dtype: int64\n", + "\n", + "Тестовая выборка y:\n", + "260 9249\n", + "228 11245\n", + "31 2916\n", + "507 8129\n", + "503 10744\n", + " ... \n", + "416 12225\n", + "174 29696\n", + "274 19233\n", + "518 12268\n", + "261 8060\n", + "Name: Solar energy, Length: 128, dtype: int64\n" + ] + } + ], + "source": [ + "#8\n", + "from sklearn.model_selection import train_test_split\n", + "df = df.drop(columns=[\"Date\"])\n", + "df = df.drop(columns=[\"Month\"])\n", + "y = df[\"Solar energy\"]\n", + "# Удалим целевую переменную\n", + "X = df.drop(columns=[\"Solar energy\"])\n", + "\n", + "\n", + "# Разбиение (80% train, 20% test)\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "# Вывод размеров получившихся выборок\n", + "print(f\"Размер X_train: {X_train.shape}\")\n", + "print(f\"Размер X_test: {X_test.shape}\")\n", + "print(f\"Размер y_train: {y_train.shape}\")\n", + "print(f\"Размер y_test: {y_test.shape}\")\n", + "print(\"Обучающая выборка X:\")\n", + "print(X_train)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test)\n", + "print(\"\\nОбучающая выборка y:\")\n", + "print(y_train)\n", + "print(\"\\nТестовая выборка y:\")\n", + "print(y_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа 2\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import mean_absolute_error, mean_squared_error, r2_score\n", + "\n", + "# Модели машинного обучения\n", + "from sklearn.neighbors import KNeighborsRegressor\n", + "from sklearn.tree import DecisionTreeRegressor\n", + "from sklearn.ensemble import RandomForestRegressor\n", + "from catboost import CatBoostRegressor\n", + "from tensorflow import keras\n", + "from tensorflow.keras import layers\n", + "from tensorflow.keras.callbacks import EarlyStopping\n", + "from sklearn.model_selection import GridSearchCV, RandomizedSearchCV, KFold\n", + "from sklearn.neural_network import MLPRegressor\n", + "cv = KFold(n_splits=5, shuffle=True, random_state=42)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best KNN: {'metric': 'manhattan', 'n_neighbors': 9, 'weights': 'distance'} Best R²: 0.5997970934180643\n" + ] + } + ], + "source": [ + "# Knn\n", + "knn_params = {\n", + " 'n_neighbors': [3, 5, 7, 9],\n", + " 'weights': ['uniform', 'distance'],\n", + " 'metric': ['euclidean', 'manhattan']\n", + "}\n", + "knn_grid = GridSearchCV(KNeighborsRegressor(), knn_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "knn_grid.fit(X_train, y_train)\n", + "print(\"Best KNN:\", knn_grid.best_params_, \"Best R²:\", knn_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best Decision Tree: {'max_depth': 5, 'min_samples_leaf': 1, 'min_samples_split': 10} Best R²: 0.5280947664997903\n" + ] + } + ], + "source": [ + "# Дерево решений\n", + "dt_params = {\n", + " 'max_depth': [3, 5, 10, 15],\n", + " 'min_samples_split': [2, 5, 10],\n", + " 'min_samples_leaf': [1, 2, 5]\n", + "}\n", + "dt_grid = GridSearchCV(DecisionTreeRegressor(random_state=42), dt_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "dt_grid.fit(X_train, y_train)\n", + "print(\"Best Decision Tree:\", dt_grid.best_params_, \"Best R²:\", dt_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best Random Forest: {'max_depth': 5, 'min_samples_split': 2, 'n_estimators': 300} Best R²: 0.6187133517738269\n" + ] + } + ], + "source": [ + "# Случайный лес\n", + "rf_params = {\n", + " 'n_estimators': [100, 200, 300],\n", + " 'max_depth': [5, 10, 15],\n", + " 'min_samples_split': [2, 5, 10]\n", + "}\n", + "rf_grid = GridSearchCV(RandomForestRegressor(random_state=42), rf_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "rf_grid.fit(X_train, y_train)\n", + "print(\"Best Random Forest:\", rf_grid.best_params_, \"Best R²:\", rf_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best CatBoost: {'learning_rate': 0.05, 'iterations': 500, 'depth': 4} Best R²: 0.6299719921075985\n" + ] + } + ], + "source": [ + "# Градиентный бустинг\n", + "cat_params = {\n", + " 'iterations': [100, 500, 1000],\n", + " 'learning_rate': [0.01, 0.05, 0.1],\n", + " 'depth': [4, 6, 8]\n", + "}\n", + "cat_grid = RandomizedSearchCV(CatBoostRegressor(verbose=0, random_state=42), cat_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "cat_grid.fit(X_train, y_train)\n", + "print(\"Best CatBoost:\", cat_grid.best_params_, \"Best R²:\", cat_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best MLP: {'hidden_layer_sizes': (50, 50), 'alpha': 0.01, 'activation': 'relu'} Best R²: 0.5965653040697775\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Cyber\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\sklearn\\neural_network\\_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (5500) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "# Нейронная сеть\n", + "mlp_params = {\n", + " 'hidden_layer_sizes': [(50,), (100,), (50, 50)],\n", + " 'activation': ['relu', 'tanh'],\n", + " 'alpha': [0.0001, 0.001, 0.01]\n", + "}\n", + "mlp_grid = RandomizedSearchCV(MLPRegressor(max_iter=5500, random_state=42), mlp_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "mlp_grid.fit(X_train, y_train)\n", + "print(\"Best MLP:\", mlp_grid.best_params_, \"Best R²:\", mlp_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Сравнение моделей\n", + "models = [\"KNN\", \"Decision Tree\", \"Random Forest\", \"CatBoost\", \"Neural Network\"]\n", + "scores = [\n", + " knn_grid.best_score_,\n", + " dt_grid.best_score_,\n", + " rf_grid.best_score_,\n", + " cat_grid.best_score_,\n", + " mlp_grid.best_score_\n", + "]\n", + "\n", + "plt.figure(figsize=(10, 5))\n", + "sns.barplot(x=models, y=scores)\n", + "plt.ylabel(\"R2 Score\")\n", + "plt.title(\"Сравнение моделей машинного обучения\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "KNN Evaluation: {'MAE': 5624.312844378996, 'MSE': 52628541.95378907, 'RMSE': 7254.553187742789, 'MAPE': 57.016212798366915, 'R2': 0.5205766248191097}\n", + "Decision Tree Evaluation: {'MAE': 6544.274212495669, 'MSE': 72505216.39614122, 'RMSE': 8514.999494782205, 'MAPE': 64.36422779585003, 'R2': 0.33950867205516044}\n", + "Random Forest Evaluation: {'MAE': 5957.481368202981, 'MSE': 57083326.41963124, 'RMSE': 7555.350846891973, 'MAPE': 58.33936689696595, 'R2': 0.4799954548867801}\n", + "CatBoost Evaluation: {'MAE': 5757.159191346015, 'MSE': 56801877.489929676, 'RMSE': 7536.70203006127, 'MAPE': 50.9276005052821, 'R2': 0.48255933355051084}\n", + "MLP Evaluation: {'MAE': 5387.200249664025, 'MSE': 49763833.12361723, 'RMSE': 7054.348525811383, 'MAPE': 47.60781980960901, 'R2': 0.5466728897978624}\n" + ] + } + ], + "source": [ + "# Лабораторная работа №3 - Оценка моделей\n", + "knn_best = knn_grid.best_estimator_\n", + "dt_best = dt_grid.best_estimator_\n", + "rf_best = rf_grid.best_estimator_\n", + "cat_best = cat_grid.best_estimator_\n", + "mlp_best = mlp_grid.best_estimator_\n", + "def evaluate_model(model, X_test, y_test):\n", + " y_pred = model.predict(X_test)\n", + " mae = mean_absolute_error(y_test, y_pred)\n", + " mse = mean_squared_error(y_test, y_pred)\n", + " rmse = np.sqrt(mse)\n", + " mape = np.mean(np.abs((y_test - y_pred) / y_test)) * 100\n", + " r2 = r2_score(y_test, y_pred)\n", + " return {'MAE': mae, 'MSE': mse, 'RMSE': rmse, 'MAPE': mape, 'R2': r2}\n", + "\n", + "models = {'KNN': knn_best, 'Decision Tree': dt_best, 'Random Forest': rf_best, 'CatBoost': cat_best, 'MLP': mlp_best}\n", + "\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " print(f\"{name} Evaluation: {results}\")\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", 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PwoD1BVeO9cI4pzk6zpEugH3GHi6cHX12qA+cC43wO8qxTth3jJ2OAGkvCJhxLkUjBb43sN+gocSVnMy89gV36xb5zEjhwncl1glpQ0YI8DwN520E+dh+/SI0NwU53hL/6+eRV4qRsQFHh/eyT2/D54HgFxdDOLfrjSm4SLZP1dHTqxAHFBUGtx6CKygc/NhBHQU7eXF0NYX8I+w4ycnJ1jLk5CGgAgzCjC8fBA5oqdDzquzHowPkZRlzNvE3+AJ21GqA93P0BeHsRANoOcwNThTG4Bbr6SivzBVoAcPJ1lFAZ1wntJ7ikds65QcuBNBJC3mmyKtDXpkxH9pR8OjsKlkPjOxbPPXhV/LKYdW/HPF67HO51Zej7cSJDnWPjky50T/LvFo7nX2WuIhCDiRyTR21UnoaPk9jq6Qrn3leENji2MKFAL4s0QKN1jNHHTLdeX8s01HHPGMAhC9e/bh1lf5a/f3cXQb2Mfyto+AWAT+CGLSI5nUXoCDQ8c5ZTrhxP0Ugj0d+9lNnyyxseiuWoxzFojqn2S9fD1Bc5ez8ppcbv7uMF24Y8x0thGhRR18GfM/hzgPuABZ0X3CnbhE0oiEC47/iDhXWD+uExiU0CuGOjKPv1YI4evSoaqRC3jxGF3DUWdiTx1t4eLj6qefoO4O7Pcg7xmeC7+gnnnhC5Rs3atRInft02G9dzRPW71K4ciHnKUxL8BC9BdHRVa8rcIvdHq7UEYQYAxCcfHCQ4fYTOnJhp0Ngg6v53G5RoPMVvqTwwBcmbj+hFyhum9v3XEV6gf5a4wPLsIfekYAWREd/oz/sUxZwC8PR63K7tQG4HYPbs7h16ywFRF8nXG3mtk72V5d5QcskHrglhgcObtyWz20dHNWrMY1Ff50OF0g4+RhvDzuj/y16xue2nY5up6FlArey8+ppq78HOjjm9h6OJmfAdqClFre1CtKRJz+wvvHx8fn6zHODOtYDW0BvarSMYR9Ey5Mn3l+/o2J8oLXbmDaEgACcjaLgiP5aPZj1xDKMsG+//PLLqkMcOuAUFtx+xm1zdITDvu6I/pmiF3hu+6mjcxha5u1fh7LCprfg5+dY9/Q5zX75uBDKbfn2nJ3f9HJnF8+4BX/q1Cl1Oxt1grp1JVhzZV9wp27R8IPAFsEbfuL8jn0b36uFNZwhzo0IDnHh74qCHm/l/mtc0C9k8oLGD9ypwrkO5yGkJbjSuuyI/p5F0cChY3DrIcjJREsrAkZHeUZGjq4A0Qro6AoKtyKNuY4IStDEj3xH+1vUOChdgdsSWF8ctHgPR+kErtJ7YmM5hQ232dFqi1ZTTJbhDA5IBG2FsU5ovUXLLa7k0XrnrPeoXmeOhgVC6wp6IeNK2r6VX8+ZQ6/ovCCXEFfTGFcwP7dRceWPk42zNAJP1e/rr7+uWiTRMuloZIHCgM8dx8KGDRtyPKfXhbGHuCufsX3qBoJatOog0LAfashT74+LZOzD+hc47tDg/JJbq6SjQACwj4A+25qry0DLDfYVHG+O0ldwOxjbWtgtn8j9RXD96quvOn0NthEBGo4rV/oc+IL8HOuFeU4zHud6eoKr0Ips33qH33GHEevrLIcWqTFIxUOrIM5FGJHAU/uCO/TvQEeNFY6+mwsKy8SIJvg+czRsqCMFPd6aNGmiUkaQwpMfCEhx0YT3dvWOrj39Pe1T8AoTg1sPwfAWyCNCTglaQx1dHaIlC1dpjnKmsMMak63xxaIPtGwcJgYtoGh5NX5BoYUXwV5eQbV9gI08yYLCFTQCAKyroy9NHBD5PWE6gxxXtGwi9ye3XFG0YGOoJJxgEWA5anFAjrD92I2uQCc51DWuZO07Uti35OOkhUDYvpMHrr7RIo8cXmNaCPYPbCMC5n79+rm0PriaxnZgXRzdksR+aAzA8Fng/cGVsQ5xskcLL/ZbdFa0h0DC0bjBaJXB4N9o5bTvUFeY9JZ/tOwbgxzktWEb8NkWdCBx7F9o2cGtehybxv0rP++PC1f7YxbLwueGOyHoyKbf3sUXOnIXMTSgcZagb775Rt3exMOYIoP9Gy326NCp3zVBzi8ubNGR0Xiu0VuO0Dqv524C7u5gn8J6OMotRosbWuDwpVlY0KKG4YNwKxodp5zB54oLT1xM4VzoKMBFsO+sVb2o4cseaS0Iyu07ahb1OQ0QZOIzROcg7Ev2cPHsaBx1fIfY38HA7yhHx8fcWupw7sJ3B9IRXAnwXN0X3KEfI/bnMnTCdHSHpqCw7UhTym0yBU8fb2XKlFHjaOMCMD/DjgEuPnAXC+vgzl0N7JtQlNOvM+fWgxA0IEDBLGVokUNuLK5Q0WqFHQJBDoIaPbgwQo4LrnIR1OD2Ib5ocALEF4sxCMHJB0nkaLnFyQ5BHlqEcLsAOUPOBhDXO5SBPn4flo91LMi4c3ovWpygsP5oDUYLEYJnvB9ODui5bfxCLshtPHxBuxKUIUjE9uGCA2N7onMeDm4EGTi48SWOACy/OUB4vStXvrhCRg4VAjt0CMLngxMoWl5QRziZI4gx1g8GMUfwjpYy+4HD9VuYeJ3xggcnHVw8oCUZrSgIgHASwi0sLAsnFQQzWCbGhMQVOAInXIC58jniViGCJrweJybsL7j6RqsMAgm0QKAV076zCb7cELi7esvNU5Arh3w0fBHiRI7gWh9nFi1ESONxJZ85L6hPXJxg30fLtD52bX7eH7f8kVqD24w4ZnBBi30DF4loqbXPY8f+ggsMXHDo49ziuNJTF9CqhVuICHzQKoR9EOciHc4VyFPHPoNWe9S/8eIHxzKOVXT4QUsWzkHYlxCo20OQjXq3n58+N0ijctQpCZBnrs9ghIDHuN/jXIpgIC9oVcLdK3Q2ReCIFlEEQTg3Yp9H/iCOP08HRvmFi3M8cI7ExYt9Y4d+rGO/wri1eqfUwjqnAb6nsHxcIODzxjkL5yhcwGEcdZzHcc5BHRnh/Ia6wX6HoAv7LvYb9K/Iq4URI33YD/ifm/zsC/mFTlA4RyIHFhdB+DzwWWNkAqQAOOtboe+39vTJVbDP43i0H0se24Jztqv57+4cb45gW/AdgO8MHOuuwrkDHanx2WMdHKX35AbjruM85cpdCo8pskHHipGNGzeqMUzr1q2rhYeHayVLllRjhWKcwmXLljkcWw5jX7722mvqbzAeI8btGzdunMMxNTHubatWrbRSpUqpsTPvvvtu9fe5jRFrfGBc2mbNmmmvvPKKlpKSUqBxbnV79+7VHnnkEfW3WP+yZcuq9xgyZIjN2HgFGecWYw1u3749x984G2/w0qVL2pQpU9T4gRgTEHVRq1YtNZbip59+qsYwzEteY3TmtU1Y37vuukvVE8YCxOczdOhQ7ezZsw6325WHo22dP3++GuMYnzveB+MOY/zMN954w/peL7zwgvos3nrrLYfbntt2YGxlrHe9evXU/ox9qFGjRtqjjz6qLV++3Oa1+npiPN/8jrfp6vrktixsG8bkxP6HdcUYvfjMvv/++zzf0347MI6kM+fOnVPjP4aFhWm7d+/O9/tjDGGMyYqxf6Ojo9Vr8X4vvviiWrYjf/31lxqzFa+96qqr1BjG+jGL/+O8gOewzKVLlzpcBsZGxnGA9cZ4ozhf6Z8zjgssC8dKr169tH/++cdhneAxY8aMHMt2NI6nfgy58tDr0jiOKsbktufsPIXxTz/44AOtU6dOah/FZ1G9enU1Luj777+vXbx40evj3GK9Xf08jGO7FuSc5upxh3P1Pffco/ZrnEdw3sI+hX1yz549DseexXjX+CywPvjM77jjDu3AgQMOt9vZd0tu51t39gV3x7nt06ePGi8Y361t27ZVY9A6GmcXXK1D4/vo+0y7du1sxmJ29v3qzvGWmxMnTqjxjAcPHuzyOLc6jPeN7xV8DxvHw84LtgHjcNuPqV/YGNx6WX6+7Cmw9wNnA4K78zoqPlwJGnLjSiBX2PQAojicB1FX9oFSQV7nDc4CPrKFc7U3jytHHnjgAdUIgslNisJLL72kLpTsL5QLG3NuiYiIiIqBl19+WQ3NhZz6wqaPzIR0F1c7znkKc26JfABy61wZ8cDV1xH5E+T2IhfYmG8bqDDMmysjZrj6OvJdGMPWfsY3b6tRo4bK93U2jJsnIacf/RHQV6ioMbgl8gEIWj35OiJ/grFeHXXMCUT6GMaeeh35Ln1qa19z9913F8n7YLQWPLwhCLkJXnlnIiIiIiIPY84tEREREQUMBrdEREREFDCKfc4tZurAQMzoyICB6YmIiIjItyCLFhOLoAMqJqnJTbEPbhHYVqtWzdurQURERER5wKx8mN0xN8U+uNWHnsGHFRUV5e3VISIiIiI7Fy5cUI2RrgwZWOyDWz0VAYEtg1siIiIi3+VKCik7lBERERFRwGBwS0REREQBg8EtEREREQUMBrdEREREFDAY3BIRERFRwGBwS0REREQBg8EtEREREQUMBrdEREREFDAY3BIRERFRwGBwS0REREQBg8EtEREREQUMBrdEREREFDAY3BIRERFRwGBwS0REREQBw+TtFSAiIiIqKkePHpWEhARvrwaJSFxcnFSvXt3jy2VwS0RERMUmsG3YqKGkXUrz9qqQiISXCpe9e/Z6PMBlcEtERETFAlpsEdg+MKadlK8R5e3VKdbij1yQzyesV3XC4JaIiIioABDYVmtQ1turQYWEHcqIiIiIKGAwuCUiIiKigMHgloiIiIgCBoNbIiIiIgoYDG6JiIiIKGAwuCUiIiKigMHgloiIiIgCBoNbIiIiIgoYDG6JiIiIKGAwuCUiIiKigMHgloiIiIgCBoNbIiIiIgoYDG6JiIiIKGAwuCUiIiKigGHy9gr4q6NHj0pCQoK3V4NEJC4uTqpXr+7t1SAiIiIfwODWzcC2QYOGkp6e5u1VIREJCwuXffv2MsAlIiIiBrfuQIstAtuWjXtLZESct1enWLuYmiB/7/5R1QmDWyIiImJwWwAIbKNLV/T2ahARERHRf9ihjIiIiIgCBoNbIiIiIgoYDG6JiIiIKGAwuCUiIiKigMHgloiIiIgCBoNbIiIiIgoYPhnczpgxQ2rWrClhYWHSrl072bBhg9PXzp07V4KCgmwe+DsiIiIiKn58LridP3++PPvsszJ27FjZsmWLtGjRQnr27Cnx8fFO/yYqKkpOnTplfRw5cqRI15mIiIiIfIPPBbdvvvmmDBo0SAYOHCiNGzeWmTNnSqlSpWT27NlO/wattRUrVrQ+KlSoUKTrTERERER+OkPZpUuXZNmyZbJ69WrZvXu3mvYUwWVcXJw0atRIOnXqJD169JCIiIh8r0xGRoZs3rxZRo4caS0LDg5Wy1u7dq3Tv7t48aLUqFFDLBaLtGrVSl599VVp0qSJw9devnxZPXQXLlxQP7OystRDf088sDw8jOuCh6ZpEhoaKiZTiISYgsVitoimiYSEBCHStr7eWm6yvYYwZ11ZZn7KsdjgEEO5ponZrDkvDw6S4ODsddEsmlgsmirDc9Z1tGjqOafr7uPbBCaTSdWTff2ZzWZVVzpn5SEhIWof1v/eWK7W1Wx2qRzrgeUay7FcvN5+X3JWnte+x23iNnGbuE3cJve3CcvH93cwwp///jRIrjyv04LM+EeCbNr/NNGCLC6Xa1i4Kg8WPJNdbhEJ0iRIw2vzU263jmJ2vO7OyoN8b5tQB6gL/fs7r33Pvl49Etzu2LFD3njjDfn2229VMBkeHi7VqlWTsmXLqp1r//79snz5cpk6daoKbPv06SPPPfecNGvWzOWVQaCMjbJvecXve/fudfg3DRo0UK26zZs3l+TkZPX+HTt2lF27dknVqlVzvH7SpEkyfvz4HOVbt261BuTlypWTOnXqyKFDh+Ts2bPW12B5eCAgHj58uMSUqSYmU0nZte2MnDiaLO2vrSERpUOtr9+87rgknr0kXa+vbRPcrV5xWNLTs6R7r7o267D8l38kLMwknbrVtAkCUR4TV0pat8/entSUDFm98rBUrhYtTVpkf16J8amyef0JqV03Ruo0iLWWY/2wno2alZcq1aOt5Qf3JcrB/YnSsk1liS2ffUHiL9u05q9TKm0lMTFRNm3aZFNP2CexT+hq164t5cuXl507d0paWpq1vGHDhlKmTBm1DxgPKuxTOPD05eratGmjLsS2b99uc/C1bdtWvZ9xX8VxgtQa7Nv//vuvtTw6OlpdDJ48eVKOHz9uLc9r3+M2cZu4TdwmbpP724Tl4Pu7duk4SZENEmwpKXEX21pfawnKkrNRqyXUXEbKpja3lmeFpEpi5CYJz6wgUWkNrOWXTefkfMQOibhcXSIvZ3/PpYWekgvh+yUqva6EZ1Syll8seVhSw45I9KUmUjIrxlp+IXyfpIWelpjUVmIyZ38XJ0VslwxTksSltJdgLTtkS4jcKJbgy1L+wjU29RQf9ZffbFODyO4yfHgr6/d3Xvse6tVVQZrxsseJfv36yTfffKPe4O6775brr79epQzo0bQOOxNac5cuXSoLFy6UjRs3St++fWXevHkurQx2+CpVqsiaNWukQ4cO1vIRI0bIH3/8IevXr89zGZmZmerguffee2XixIkutdwiSMeHi9xdV64i0bqMALpj6/4SVbqC37RyBmLLbVLyKVm39TPVst+yZUtVzhYMbhO3idvEbeI2OVr3v//+W91hHvJ+d6lSv7TftHIGYsvtiX0p8s7g5SoTAN/fee17SUlJEhsbqy5Q9HitQC232IkQSevBgzNYAbTU4oFWW+xEkydPFlchtQHLOHPmjE05fkcurStKlCghV111lfzzzz8Ony9ZsqR62MMBioeRfgDZw8GDq4isLLM1eAMEYNb7HAbG17hbjuM3X+UWTcz/3bY3QjArDsqdrrsfbBNOZKgn+/qzv/jKq9z+790px77hqNzZvpTfcm4Tt8lZObeJ25TbunObrpRj+fj+tkiWNd7SA0LbjdI8VG5x8A2KuNHxd6XzcgfLdrbu4h/bhDpAXdh/f+d3n3S7QxlaXvMKbB3B37jaagtojm7durVKb9DhKg6/G1tyc4OIHykUlSplN5kTERERUfGQ7w5lhQ3DgA0YMEClQFx99dXy9ttvS2pqqho9Afr3769SF5A7CxMmTJD27dtL3bp15fz58/L666+rocAeffRRL28JEREREflscItREtChDM3HQ4YMkdKlr+SqoHMWxqT1FOT3IqF8zJgxcvr0adX6u2TJEmsns6NHj9rctkAOBoYOw2vRuQ0tv8jZRU4wERERERUvLge3//d//yf79u1Tt/0xOgECznr16qmOXp721FNPqYcjK1eutPn9rbfeUg8iIiIiIpcnccDwHxitACMFIDWgS5cuTjttERERERH5dMsthl/Q0wGQhoDRCzAkmDuTNRAREREReTW4RWCLvFZ9SK7HHntMDf8xePDgQlkxIiIiIqJCS0v46quvcgyaizxcZzOHERERERH5bMstpsdzBJ3KHFm1apV07tzZ/TUjIiIqAhiFB1PFkvdhMqfq1at7ezXIz3l8nNsffvhBzUq2bt26HFOoERER+Vpg26BhQ0lPS/P2qpCIhIWHy769exngUtEFt8uWLZNp06bJwYMH1Ziyffv2lWeeeUY9t2jRIvnf//4ne/bsUZ3PPDn2LRFRUWJLXvFpyUM9I7Bt+mRviagSW2jvQ3lLPZEoO2f8qOqEwS0VSXD7888/S+/evUXTNHWywTBgGBosPj5eTfDw7rvvSp06dWTGjBny0EMPSVhYWIFWjIjIG9iSVzxb8hDYRtW60mGaiIpJcDtlyhSpXLmyar1t2LChJCcnyz333KMmUMCoCdOnT1cjKISEhBTuGhMRFSK9Ja/6XXdISSd9DahoXD57Vo4u/I4teURUOMHt1q1b5YUXXlCBLURHR8vLL78sbdu2VVPwPvHEE/l7ZyIiH4bAtlTlSt5eDSIiKqyhwFJSUqRGjRo2ZfrvCHCJiIiIiPwmuAWkHzj6PTQ01LNrRURERERU2KMlfPrpp2qIL116ero13xajJRihHCMrEBERERH5ZHC7dOlS9bBnH9gCg1siIiIi8tng1mKxFO6aEBEREREVZc4tEREREZEvY3BLRERERAHDpeC2cePGqjNZRkaGywu+fPmyzJkzR/0tEREREZHP5NxiOt1nn31Whg4dKrfeeqv06NFDWrVqJbVq1ZJSpUqp16SmpsqhQ4dk06ZN8ttvv8mPP/6ohggbPnx4YW8DEREREZHrwe2IESNk8ODBMmvWLJk7d6589tln1jFuTaYri8jKylI/NU2Tpk2bqlnLHn74YYmKinLlLYiIiIiIim60hNKlS8uwYcPU4/Dhw7JmzRrZu3evJCYmqudjY2PV1LwdOnRQLbpERERERD49zq2uZs2a6kFERERE5Es4WgIRERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0RERERUvIcCW7VqlUuv69y5szuLJyIiIiIquuC2a9eu1hnKMCMZ6L/rZfjdbDa7t1ZEREREREUV3JYvX17i4+PlpptukiFDhkjJkiXdWQwRERERkfeD24MHD8rUqVPlzTfflB07dsiECROkf//+Nq23RERERER+0aEsIiJCxo4dq4Lc2267TR577DFp0aKFLF682PNrSERERERUFKMlxMXFyTvvvCN79uyRpk2byq233ipdunSR9evXF2SxRERERETeGwqsVq1a8uWXX8rmzZslPDxcOnbsKH369PHEoomIiIiICjfnNjg42Gl+rT56wqJFi9xZNBERERFR0Qa3Y8aMYecxIiIiIgqM4HbcuHGeXxMiIiIiogLi9LtEREREVLxbbjGubV6QtjB69Gh3Fk9EREREVLRpCfbT79pjcEtEREREfpGW0KtXLxXU4uf27dvFYrHkeJjNZs+vLRERERGRp4NbzES2cuVKSUxMlKuuukoGDhwox48fd2dRRERERETe71DWuXNnWbt2rcyfP1/WrVsn9evXl+HDh0tSUpLn1o6IiIiIqChHS7jzzjtl165d8vbbb8u8efOkTp06MnnyZElPTy/ooomIiIiICr9D2apVq3KUNWzYUD766COZNm2ajBo1SqZPny7Hjh1zZ/FEREREREUX3Hbt2tVmhjJ0LrMfPeHkyZPurRERERERUVEGtytWrHD3/YiIiIiIfCu47dKli+fXhIiIiIjIG8FtXg4ePChffPGF9fe6devKfffdVxhvRURERETk+Q5lRhs2bJDx48er4cLg0qVLDG6JiIiIyD86lNnTO5gxN5eIiIiIfD64XbBgQa7Pb926VSZNmuTuOhERERERFV1w26dPn1yfj4yMZHBLRERERP43QxkRERERka9gcEtEREREAYPBLREREREV7+C2dOnSEhUV5fRx5513FmilZsyYITVr1pSwsDBp166dGlrMFV999ZUapeH2228v0PsTERERUTHrUJbbUGAFMX/+fHn22Wdl5syZKrB9++23pWfPnrJv3z4pX7680787fPiwPP/883LttdcWynoRERERUYAGt3PnzpXC8uabb8qgQYNk4MCB6ncEuYsXL5bZs2fLiy++6PBvzGaz3H///WriiD///FPOnz9faOtHRERERMVs+l13ZWRkyObNm2XkyJHWsuDgYOnRo4esXbvW6d9NmDBBteo+8sgjKrjNzeXLl9VDd+HCBfUzKytLPfT3xMNisaiHcV3wwCQVoaGhYjKFSIgpWCxmi2iaSEhIkIihRdtabrLN/jBnXVlmfsqx2OAQQ7mmidmsOS8PDpLg4Ox10SyaWCyaKsNz1nW0aOo5p+vu49sEJpNJ1ZN9/eGiB3Wlc1YeEhKi7kTof28sV+tqNrtUjvXAco3lWC5eb78vOSvPa9/jNhXNNuH4LhEcLCa8n6ap/K0Q43GA5WqaKjPu2SjDc/i7IBfKsWxsYQm7O2HOyjMxQc5/y8mrHH/vaN2dlfvqNqEu9OO7MPY9vb5NQSHq/bCO+J9xq8xiUeUmu0y+LPUJ5K8cSw0xlONTMYvmtDxYUB/GesLn7rzc2br7yzYZ67swzhF6fQcj/PnvT4PkyvPW9Qwy4x+1loZS0YIsLpervV2VY6uMx59FJEiTIA2vzU+53TqK2fG6OysP8r1tQh0Y6zuvc7l9vRZacHv8+HE1YUNycrLNiUPXv3//fC0vISFBbVSFChVsyvH73r17Hf7NX3/9JbNmzZK///7bpffA+Lto4bWH7YiIiFD/L1eunNSpU0cOHTokZ8+etb6matWq6oGAePjw4RJTppqYTCVl17YzcuJosrS/toZElA61vn7zuuOSePaSdL2+tk1wt3rFYUlPz5LuverarMPyX/6RsDCTdOpW0yYIRHlMXClp3b6qtTw1JUNWrzwslatFS5MW2Z9XYnyqbF5/QmrXjZE6DWKt5Vg/rGejZuWlSvVoa/nBfYlycH+itGxTWWLLX9l+8JdtWvPXKZW2kpiYKJs2bbKpp/3796t9U1e7dm11EbRz505JS0uzljds2FDKlCmj9gHjQdW8eXN14OnL1bVp00ZdiG3fvt3m4Gvbtq16P+O+Gh4eLi1atFD79r///mstj46OlkaNGsnJkyfVcaTLa9/jNhX+NmFfwvEdUaO6xGsWWRF/WppEl5VmZcpaX3/wYoqsTzwrbWLipE5kaWv5jvNJsiM5Sa4tV0EqhZeyluO1+JuelapIdIns42nFmVNyKj1Nbq9aQwXTusUnj8mlrCzpW72WzTYtOHpISplMcnPlatayTItFFhw7LBXDwqVbhUrW8uTMDFl88rjUiiwt7WLLWctPpV3ym22qXDpK+g4fbj2+C2Pf0+u7TNVqsic4SY5ZkqVTiRoSGVTS+voNmcckQbsk3UvUkZCg7G1alXlI0rUsuSG0ns02Lc04IGFBJulcIntbzZpFfs08ILFBpeTqEtnbelG7LKsyD0vV4GhpZqpoLU+wpMqGrONSJyRG6oXEWcuPm5Nlu/m0NA2pIFVDss/lB8wJcsCcKK1NVSQuOPtcviPrtN9sU6uYWnKdob4L4xyB5aC+a5eOkxTZIMGWkhJ3sa31tZagLDkbtVpCzWWkbGpza3lWSKokRm6S8MwKEpXWwFp+2XROzkfskIjL1SXycvb3XFroKbkQvl+i0utKeEb2cXmx5GFJDTsi0ZeaSMmsGGv5hfB9khZ6WmJSW4nJnF1/SRHbJcOUJHEp7SVYyw7ZEiI3iiX4spS/cI1NPcVH/eU329QgsrsMH97KWt95nctRr64K0oyXPS5KT0+XAQMGyDfffKOCWlwp6Ysx5uLaR995wYmpSpUqsmbNGunQoYO1fMSIEfLHH3/I+vXrbV6fkpKiPoz33ntPevXqpcoeeughlZawaNEil1tuq1Wrpj5cdIZz5WofrcsdO3aUjq37S1TpCn7TyhmILbdJyadk3dbPVMt+y5Ytfb5FMBBbOQNtm7Zs2SKdOnWSuoMelvBKFf2qlTPQWm7TTp6Sw7PmyurVq9XxXRj7Hr4wUd9txz8oETXL+VUrZ6C13F48dEY2j/vCWt+FcY5AQxjqe8j73aVK/dJ+08oZiC23J/alyDuDl1vrO69zeVJSksTGxqoLFD1e82jL7ahRo+Tbb7+VV155RQWhXbt2lU8++UQqVaqkOoAhSP3000/zvdy4uDi1EWfOnLEpx+8VK2Zf/ekOHjyoOpL17t3bWqafwPAFhk5ouGo3KlmypHrYw+vxMNIPIHs4eHAVkZVltgZvgADMep/DwPgad8tx/Oar3KKJ+b/b9kYIZsVBudN194Nt0m9f2deffkDYc1Zu//fulGPfcFTubF/Kbzm3qWi2Ccc3Wg9L/PfFib3R4qAdAAGeo0t4BHKSj/LMfJRr+Sx3tu7+sk2oC/vj25P7nl7fWRrCriuu/M/Buea/AK8g5Vo+y/XAz9VyZ+vuL9vkqL49eY7Q69siWdZ4y+EeH6R5qNzRliJudPz5Oi933Fjo+GgVv9gm1IGj+s7vOd5jQ4EtXLhQdfh64YUXpEmTJqoMLa7Ijf3pp5/UbQEM55VfaI5u3bq1LF++3CZYxe/GllzjLYgdO3aoKzH9ceutt0q3bt3U/9EiS0RERETFh1stt/Hx8XL11Ver/yMHClJTU22GCkMnr/fffz/fy8YwYEh5QI4F3gMtwVi2PnoC8ngRSCN3FuPgNm3a1ObvEViDfTkRERERBT63glt08EKOKpQqVUrKli2rUgD09ADksSIv1x39+vVTif9jxoyR06dPqzyMJUuWWDuZHT161OHtJSIiIiIit4JbTK6AUQqQlgAIal9//XWVc4s0grfeekvat2/v9ko99dRT6uHIypUrvTYGLxERERH5NreaQIcMGaKG4tBHHZg4caJKB3jwwQdVSgGGZXnnnXc8va5ERERERJ5vub3mmmvUQ4eOW3v27FGdu9B7ER298tOrjYiIiIjIEzwWgSIPFoNrExERERH5VXC7atUql17XuXNndxZPRERERFR0wS0mbTDORGYPM4bg+fzOUEZEREREVOTB7YIFC6z/x7BfjzzyiBq6q1mzZgVaGSIiIiKiIg9uMUmDTh/vFikI1113XYFWhoiIiIioIDgbAhEREREFDAa3RERERBQwPBbc5tbBjIiIiIjIZ3NuS5cunSOYveWWW9QEDjo8n5ycXPA1JCIiIiIq7A5lbKklIiIiooAIbufOnev5NSEiIiIiKiB2KCMiIiKi4t1y++mnn7r0uv79+7uzeCIiIiKiogtuH3roIWvOLabadQTPM7glIiIiIp8Pbps2bSo7d+6Um266ScaOHSvly5f3/JoRERERERVFzu22bdtkzpw5KsDt3r276mAWFxcnNWrUsHkQEREREfl8cIuUgwEDBsj+/ftl3LhxMn36dKlTp47MmDFDsrKyPL+WRERERESFPVpCaGioPPvss3Lw4EF5+OGH5YUXXpCGDRvK/PnzC7JYIiIiIqKiC26PHj1q8zh//rw8/vjjsmzZMqlbt67cd9990qZNG/fWiIiIiIioKDuU1axZ0+kMZfroCVu3bnV3nYiIiIiIii64nT17NqffJSIiIqLAGeeWiIiIiMjXcPpdIiIiIireLbdDhgzJ8zVIW5g2bZo7iyciIiIiKrrgFuPaInh1NvUuMLglIiIiIr9IS6hfv76ULFlS7r//fvntt9/EYrHkeJjNZs+vLRERERGRp4PbvXv3yvLlyyUsLEzuuOMOqVWrlowfP16OHDnizuKIiIiIiLzboaxDhw7y0UcfyenTp9UUvCtXrlQTOPTo0UPS09M9s3ZERERERIWdc2sUHh6uZiTDz3PnzsmKFSskLS1NteoSEREREfnNUGCYhQwjJ1SqVEmGDRsmPXv2lF27dknZsmU9t4ZERERERIXZcvvOO+/InDlzZPfu3XLzzTerGcvwMyQkxJ3FEfm8o0ePSkJCgrdXg0QkLi5Oqlev7u3VICKiQApu0UqLNITbb79dKlSooEZMwMOIQ4FRIAW2DRo2lPS0NG+vColIWHi47Nu7lwEuERF5NucWebULFixw+jyDWwoUaLFFYFu/Wx8pVbact1enWLuUdFb2r/hG1QmDWyIi8lhwi3FsiYobBLaRcZW9vRpERERUWB3KiIiIiIgCZiiwnTt3ys8//yyHDx9Wv9esWVN69eolzZo189T6EREREREVbnB7+fJleeyxx+Szzz4TTdMkODjYmq4wcuRINS3vxx9/LKGhoe4snoiIiIio6NISXnjhBfn0009l8ODBsmfPHjUjGQJe/P/xxx+Xzz//XEaMGOHeGhERERERFWXLLYLXBx98UKZPn25T3qBBA5kxY4ZcuHBBvebtt992d72IiIiIiIqm5TYzM1Pat2/v9PmOHTtKVlaWO4smIiIiIira4BbT7P76669On1+yZInccMMN7q8VEREREVFRpSVMnDhR7r77brnzzjvlySeflLp166ryAwcOqLSEI0eOyPz58+XcuXM2fxcTE+PO2xERERERFV5w26hRI/Vzx44d8v3339s8h9EToHHjxjn+zmw2u/N2RERERESFF9yOGTNGTa9LREREROT3we24ceM8vyZERERERL4w/W5ycjJTDoiIiIjIf4PbTZs2yY033iilSpWS2NhY+eOPP1R5QkKC3HbbbbJy5UpPricRERERUeEEt2vWrJFrrrlGjY7wwAMPqGl3dXFxcaol94MPPnBn0URERERERRvcjho1So2YsHv3bnn11VdzPN+tWzdZv369+2tFRERERFRUwe3GjRtl4MCBUrJkSYejJlSpUkVOnz7tzqKJiIiIiIo2uC1RooRNKoK9EydOSGRkpPtrRURERERUVMFt+/btZeHChQ6fS01NlTlz5kiXLl3cWTQRERERUdEGt+PHj1ejJdx8883yyy+/qLJt27bJxx9/LK1bt5azZ8/K6NGj3V8rIiIiIiI3uDWJQ7t27eTnn3+WwYMHS//+/VXZc889p37WqVNHPde8eXN3Fk1EREREVPTj3F533XWyb98+2bJli8yfP1/mzZsnGzZskP379xc4JWHGjBlSs2ZNCQsLU4E0luvMt99+K23atJEyZcpIRESEtGzZUj777LMCvT8RERERFaOW21WrVqmhwMqVK6eCSTw8BYHys88+KzNnzlSB7dtvvy09e/ZUgXT58uVzvD4mJkZeeukladiwoYSGhspPP/2kRnLAa/F3RERERFR8uNVyi3Fsly1b5vm1EZE333xTBg0apALUxo0bqyAXs6DNnj3b4eu7du0qd9xxhwq2kRIxdOhQlRLx119/Fcr6EREREVGAtdxqmub5NRGRjIwM2bx5s4wcOdJaFhwcLD169JC1a9e6tF6///67auWdPHmyw9dcvnxZPXQXLlxQP7OystRDf088MNyZccgzvRzvg1ZikylEQkzBYjFbBB9JSEiQiGHcX2u5yfYawpx1ZZn5Kcdig0MM5ZomZrPmvDw4SIKDs9dFs2hisWiqDM9Z19GiqeecrruPbxOYTCZVT/b1ZzabbfZVZ+UhISFqvGb9743lVz4ji6rvEiHBYgoOkiz9fQ3rAihHSYhxHbGtKA8SCQnKWY6XBhs/Xw0PlAep57LLNfUclm18V7OmXakP+3LUq5N1dLbu/rBNgLow1rdeT6hXI2fl2F9Q/8Zy1D9erx/zqr6Dg8WE/QLrjuUZt+m/9USZcc9GGZ7D3wW5UI5lY6tK2I0X7qw8U7tSHyYXyvH3jtbdWbmvbpOxvu3rSeesPK9zOfYBvb5NQSHq/bCO+J9xq8xiuXI82bUHZalPIH/l6ngylONTMYvmtDxYUB/GesLn7rzc2br7yzYZ69vT53JjfQcj/PnvT4PkyvPW9Qwy4x+1loZS0YIsLpervV2VY6uMx59FJEiTIA2vzU+53TqK2fG6OysP8r1tQh0Y6zuvc7l9vXo8uC0sCQkJaqMqVKhgU47f9+7d6/TvMN0vJo5A0IoP4b333pPrr7/e4WsnTZqkRnuwt3XrVpWzC0i3QCvwoUOH1MgPuqpVq6oHAuLhw4dLTJlqYjKVlF3bzsiJo8nS/toaElE61Pr6zeuOS+LZS9L1+to2wd3qFYclPT1Luveqa7MOy3/5R8LCTNKpW02bIBDlMXGlpHX7qtby1JQMWb3ysFSuFi1NWmR/XonxqbJ5/QmpXTdG6jSItZZj/bCejZqVlyrVo63lB/clysH9idKyTWWJLX9l+8FftmnNX6dU+kliYqIawcNYT8j/xr6hq127tkpX2blzp6SlpVnLkdKCnG3sA8aDCncAcOBh2ajvqIo1xBQaJj9uPSLhoSbp0aSK9bVZFov8uPWolIsKl071stc9JT1Dftt1UqrHRkqrGnHW8vgLabL6wBmpX6mMNKpUxlp+OCFFth5JlBbVY6RmXGlr+Z5T52XvyfPSvk55KR8Vbi3fciRBjiRclG6NKknpsOx6wrLxHr1aVBNTcHY9/bbrhKRlZEnvq2rY1JO/bFNKgqi7M8b61utJ/12HXHxcMG/fvt1ahvND27Zt1X5hPKeEh4dLixYt1DlIr++IGtUlXrPIivjT0iS6rDQrU9b6+oMXU2R94llpExMndSKzt2nH+STZkZwk15arIJXCS1nL8Vr8Tc9KVSS6RPY2rThzSk6lp8ntVWuoYFq3+OQxuZSVJX2r17LZpgVHD0kpk0lurlzNWpZpsciCY4elYli4dKtQyVqenJkhi08el1qRpaVdbDlr+am0S36zTZVLR0nf4cOt9W2sp3///df6+ujoaHX37uTJk3L8+HFreV7ncpwj9PouU7Wa7AlOkmOWZOlUooZEBpW0vn5D5jFJ0C5J9xJ1JCQoe5tWZR6SdC1LbgitZ7NNSzMOSFiQSTqXyN5Ws2aRXzMPSGxQKbm6RPa2XtQuy6rMw1I1OFqamSpayxMsqbIh67jUCYmReiHZx9lxc7JsN5+WpiEVpGpI9rn8gDlBDpgTpbWpisQFZ5/Ld2Sd9pttahVTS64z1Lenz+VYJpaD+q5dOk5SZIMEW0pK3MW21tdagrLkbNRqCTWXkbKp2R3js0JSJTFyk4RnVpCotAbW8sumc3I+YodEXK4ukZezv+fSQk/JhfD9EpVeV8Izso/LiyUPS2rYEYm+1ERKZsVYyy+E75O00NMSk9pKTObs+kuK2C4ZpiSJS2kvwVp2yJYQuVEswZel/IVrbOopPuovv9mmBpHdZfjwVtb6zutcjnp1VZDmRjMsrpg6d+6sdjCnCw4KklmzZuVruTgxIUhds2aNdOjQwVo+YsQI+eOPP5xO6YuoHye6ixcvyvLly2XixImyaNEilbLgSstttWrV1IcbFRXl0tU+Wpc7duwoHVv3l6jSFfymlTMQW26Tkk/Juq2fqZZ9Pffb01f7qO9OnTpJi9selYjYSn7TyhmILbcpCSdl90+zZfXq1db69nTLLTrJor7rDnpYwitV9KtWzkBruU07eUoOz5prre/CaLnFFybqu+34ByWiZjm/auUMtJbbi4fOyOZxX1jruzBabv/++29V30Pe7y5V6pf2m1bOQGy5PbEvRd4ZvNxa33mdy5OSkiQ2NlZdoOjxmsdbbnfv3i1Hjhxx+ryjaXnzEhcXpzbizJkzNuX4vWLF7Ks/e9jJ69a90mKID2jPnj2qhdZRcIspg/Gwhy88POyXi4ejbcNVRFaW2Rq8AQIw630OA+Nr3C3H8ZuvcotmvY1rhGBWRRT27+ls3f1gm/TbV/b1px8Q9pyV2/+9DstGfWeaLdYgUL2vg3XRnJVrV77c7emBX87yK4GfPUfbn1t5lgfKfW2bUBeO6ttZ/TkqxzHsqFw/5lV9WyxS4r/twN7oaJsQ4Nmehq9w9LnkVp6Zj3Itn+XO1t1ftslRfTs7N+e3HOcCvb6zNIRdV1z5n4NzzX8BXkHKtXyW64Gfq+XO1t1ftslRfXvqXI5yvb4tkmWNtxzu8UGah8odbSniRsefr/NyR0elk3UX/9gm1IGj+s7PudzjwS1GMbjvvvvEk9AcjUkg0Pp6++23qzJcbeP3p556yuXl4G+MrbNEREREVDz4VM4tYBiwAQMGqByLq6++WgXRmNIXoycAJo1A6gJaZgE/8VrkVSGgxQQSGOf2/fff9/KWEBEREZEU9+C2X79+KvF/zJgxcvr0aZVmsGTJEmsns6NHj9rcXkLg+8QTT6hOBOhsgITyzz//XC2HiIiIiIoXt4LbsWPHFur0ukhBcJaGsHLlSpvfX375ZfUgIiIiInI7uDVCz7XIyEinyd1ERERERD47QxlgHLIbb7xRzR6GoRkwVBdg/MHbbrstRwsrEREREZFPBrcYh/aaa66RAwcOyAMPPGAzfiCG80JL7gcffODJ9SQiIiIiKpzgdtSoUWo2GIx1++qrr+Z4vlu3bk4nXCAiIiIi8qngduPGjWpoLkyG4GiyBgzVhZEOiIiIiIh8PrgtUaKETSqCvRMnTqgOZkREREREPh/ctm/fXhYuXOjwOYw7O2fOHOnSpUtB142IiIiIqPCD2/Hjx6vREm6++Wb55ZdfVNm2bdvk448/VtPnYhKG0aNHu7NoIiIiIqKiHee2Xbt2aprbwYMHq+lw4bnnnlM/MQ0univMSR6IiIiIiDw6/e51110n+/btk7///lsNCYYcXAS2aLl11MmMiIiIiMhng1tdy5Yt1YOIiIiIyG9nKMvN999/L7Vr17Y+9JQFIiIiIiKfa7lFSkJuzpw5I0eOHJHff/9d/V6hQgX31o6IiIiIqLCD25UrV0rVqlUlOjra4fMpKSnqJ4cDIyIiIiK/yLl97bXX5L777nP43Oeffy4DBgwoyHoREREREflGzi1HSyAiIiIivwpuMRNZUlKSpKWleXaNiIiIiIiKOrh9/PHHJS4uTiIjIyUsLEzq168v999/v8yfP18yMjLcXSwRERERUdHm3I4dO1b9zMzMlPT0dElISJDDhw+rmcm++uorKVmypPtrRERERETkjeDWntlsll9//VW16p44cUI+++wz0TRNzVzWqVMnd9eRiIiIiKjoO5SFhITITTfdJK+//rpUr15dxowZowLhb7/91pNvQ0RERERUONPvOtKvXz/1ICIiIiLy+6HAiIiIiIi8gcEtEREREQUMBrdEREREFDAY3BIRERFRwGBwS0RERETFO7idMGGC7Ny50/NrQ0RERERU1MHtuHHjZPv27QV5XyIiIiIij2NaAhEREREFDLeD26CgIM+uCRERERGRt2YoGzZsmLz00ku5Br8HDx50d/FEREREREUX3DZs2FBq167t7p8TEREREflOcPvYY4/Jfffd59m1ISIiIiIqAHYoIyIiIqKAweCWiIiIiIp3WsKKFSukUaNGnl8bIiIiIqKiDm67dOlSkPckIiIiIvKd4Pa6667L8zUYCmz58uXuLJ6IiIiIqOiC2/j4eOskDmazWfbt2yc1atSQiIgI99aCiIiIiMhbwe3OnTut/09ISJDy5cvLxx9/7FKLLhERERGRz46WwGl4iYiIiMhXcCgwIiIiIgoYDG6JiIiIqHjn3L755pvW/1+6dEmlJixYsED+/vtvaznKnnnmGc+sJRERERFRYQW3zz//fI6yDz74wOZ3BrdERERE5BfB7aFDhzy/JkRERERE3ghuMaYtEREREVFABLe6EydOyKpVq9SkDn369JGqVauqSR2Sk5MlOjpaQkJCPLemRERERESFMVqCpmny7LPPSq1ateT+++9X/9+/f7967uLFi1KzZk1599133Vk0EREREVHRBrevv/66TJs2TXUsW7ZsmQp2dWixvfPOO+Wbb75xf62IiIiIiIoquP3oo4+kf//+8uqrr0rLli1zPN+8eXNrSy4RERERkU8Ht8eOHZOOHTs6fT4iIkIuXLhQkPUiIiIiIiqa4LZ8+fIqwHVm8+bNUr16dXcWTURERERUtMEtcmpnzpwp//77r82kDbB06VKZO3eu9O3b1/21IiIiIiIqquB2/PjxUqlSJZVvi9xbBLaTJ0+Wa665Rnr16qVybkeNGuXOoomIiIiIija4xYgI69atkxEjRqixbsPCwuSPP/6Q8+fPy9ixY+XPP/+UUqVKub1SM2bMUMOJYbnt2rWTDRs25Nq57dprr5WyZcuqR48ePXJ9PREREREFLreCWwgPD5f//e9/8vfff0tqaqqkpaXJzp07ZcyYMeo5d82fP1+Nm4sgecuWLdKiRQvp2bOnmijCkZUrV8q9994rK1askLVr10q1atXkhhtuUEE3ERERERUvbge3heXNN9+UQYMGycCBA6Vx48YqtxetwLNnz3b4+i+++EKeeOIJlSLRsGFD+fjjj8Viscjy5cuLfN2JiIiIyA+n33344YfzfA3ycGfNmpWv5WZkZKiRFkaOHGktCw4OVqkGaJV1xaVLlyQzM1NiYmIcPn/58mX10OlDlmVlZamH/p54IEjGw7gueGDSitDQUDGZQiTEFCwWs0Uwj0VISBA23Pp6a7nJ9hrCnHVlmfkpx2KDQwzlmiZms+a8PDhIgoOz10WzaGKxaKoMz1nX0aKp55yuu49vE5hMJlVP9vWHqaCNE4w4K8c00dhf9b83ll/5jCyqvkuEBIspOEiy9Pc1rAugHCUhxnXEtqI8SCQkKGc5Xhps/Hw1PFAepJ7LLtfUc1i28V3NmnalPuzLUa9O1tHZuvvDNgHqwljfej2hXo2clWN/Qf0by1H/eL1+zKv6Dg4WE/YLrDuWZ9ym/9YTZcY9G2V4Dn8X5EI5lo2tKmFYdm7lmdqV+jC5UI6/d7Tuzsp9dZuM9W1fTzpn5Xmdy7EP6PVtCgpR74d1xP+MW2UWy5Xjya49KEt9AvkrV8eToRyfilk0p+XBgvow1hM+d+flztbdX7bJWN+ePpcb6zsY4c9/fxokV563rmeQGf+otTSUihZkcblc7e2qHFtlPP4sIkGaBGl4bX7K7dZRzI7X3Vl5kO9tE+rAWN95ncvt69XjwS1GQ8AOhBQAfZQEe87Kc5OQkKA2qkKFCjbl+H3v3r0uLeOFF16QypUrq4DYkUmTJqkOcfa2bt2qxueFcuXKSZ06deTQoUNy9uxZ62uqVq2qHgiIhw8fLjFlqonJVFJ2bTsjJ44mS/tra0hE6VDr6zevOy6JZy9J1+tr2wR3q1cclvT0LOneq67NOiz/5R8JCzNJp241bYJAlMfElZLW7atay1NTMmT1ysNSuVq0NGmR/XklxqfK5vUnpHbdGKnTINZajvXDejZqVl6qVI+2lh/clygH9ydKyzaVJbb8le0Hf9mmNX+dUmkriYmJsmnTJpt6wkQiycnJ1tfXrl1bDWOH9Bmk0ejQ4l+mTBm1DxgPKnSMxIGHZaO+oyrWEFNomPy49YiEh5qkR5Mq1tdmWSzy49ajUi4qXDrVy173lPQM+W3XSakeGymtasRZy+MvpMnqA2ekfqUy0qhSGWv54YQU2XokUVpUj5GacaWt5XtOnZe9J89L+zrlpXxUdtrPliMJciThonRrVElKh2XXE5aN9+jVopqYgrPr6bddJyQtI0t6X1XDpp78ZZtSEkSGDh1qU996Pem/69q0aaMumLdv325zkmzbtq3aL4znFKRSIQUK5yC9viNqVJd4zSIr4k9Lk+iy0qxMWevrD15MkfWJZ6VNTJzUiczeph3nk2RHcpJcW66CVArP7neA1+JvelaqItElsrdpxZlTcio9TW6vWkMF07rFJ4/Jpaws6Vu9ls02LTh6SEqZTHJz5WrWskyLRRYcOywVw8KlW4VK1vLkzAxZfPK41IosLe1iy1nLT6Vd8pttqlw6SvoOH26tb2M9GUfrQT+QRo0aycmTJ+X48ePW8rzO5ThH6PVdpmo12ROcJMcsydKpRA2JDCppff2GzGOSoF2S7iXqSEhQ9jatyjwk6VqW3BBaz2ablmYckLAgk3Qukb2tZs0iv2YekNigUnJ1iextvahdllWZh6VqcLQ0M1W0lidYUmVD1nGpExIj9UKyj7Pj5mTZbj4tTUMqSNWQ7HP5AXOCHDAnSmtTFYkLzj6X78g67Tfb1CqmllxnqG9Pn8uxTCwH9V27dJykyAYJtpSUuIttra+1BGXJ2ajVEmouI2VTm1vLs0JSJTFyk4RnVpCotAbW8sumc3I+YodEXK4ukZezv+fSQk/JhfD9EpVeV8Izso/LiyUPS2rYEYm+1ERKZmU3wl0I3ydpoaclJrWVmMzZ9ZcUsV0yTEkSl9JegrXskC0hcqNYgi9L+QvX2NRTfNRffrNNDSK7y/Dhraz1nde5HPXqqiDNeNnjoieffFLd/seOhGDxpptuEk/AialKlSqyZs0a6dChg7UcHdfQYW39+vW5/v1rr70mU6ZMUXm4+JBcbblFkI4PNyoqyqWrfbQuYxKLjq37S1TpCn7TyhmILbdJyadk3dbPVMu+Pluep6/2Ud+dOnWSFrc9KhGxlfymlTMQW25TEk7K7p9my+rVq6317emWW+T6o77rDnpYwitV9KtWzkBruU07eUoOz5prre/CaLnFFybqu+34ByWiZjm/auUMtJbbi4fOyOZxX1jruzBabtFPCPU95P3uUqV+ab9p5QzEltsT+1LkncHLrfWd17k8KSlJYmNj1QWKHq95tOUWoxmg0xeG+7r11lulc+fOaigwtIgURFxcnNqIM2fO2JTj94oVs6/+HJk6daoKbn/77TengS2ULFlSPezhCw8PI/0AsoeDB1cRWVlma/AGCMCs9zkMjK9xtxzHb77KLZr1Nq4RglkVUdi/p7N194Nt0m9f2deffkDYc1Zu//c6LBv1nWm2WINA9b4O1kVzVq5d+XK3pwd+OcuvBH72HG1/buVZHij3tW1CXTiqb2f156gcx7Cjcv2YV/VtsUiJ/7YDe6OjbUKAZ3savsLR55JbeWY+yrV8ljtbd3/ZJkf17ezcnN9ynAv0+s7SEHZdceV/Ds41/wV4BSnX8lmuB36uljtbd3/ZJkf17alzOcr1+rZIljXecrjHB2keKne0pYgbHX++zssdHZVO1l38Y5tQB47qOz/nco93KMOtHoxsgNZU7GDt27dXEzccOHDA3UWq5ujWrVvbdAbTO4cZW3LtobV24sSJsmTJEtV8TURERETFU4FHS0AwumzZMvnll19UDlSTJk1k8ODBcvr0abeWhxZhjF37ySefyJ49e9SyMNQYRk8ATBph7HCGFuPRo0er0RQwNi7eF4+LFy8WdNOIiIiIyM+4lZbw6aefOiwfMmSIzJs3Tz744AP5/PPPJSUlJd/L7tevn0r8x3i5CFKRh4EWWb2T2dGjR21uL73//vuqWfuuu+6yWQ7GyR03bly+35+IiIiIillw+9BDD7k0JJe7nnrqKfVwBJ3FjA4fPuz2+xARERFRYHEruMWwKkREREREARHc1qhhO0YmEREREZHfBrd5wcDKmEZX16xZM3nmmWcK462IiIiIiAqnQ5lux44darQDjGxAREREROTzHcowCHpuk5vh+Tlz5hRk3YiIiIiICj+43bhxY67PY/rcYcOGubNoIiIiIqKiDW4xcUNuEhIS3F0fIiIiIiLvzVBGREREROQrGNwSERERUfFOSzh37lyuz1+4cMHd9SEiIiIiKtrgNi4uTo2GQERERETk98HtmDFjGNwSERERUWAEt+PGjfP8mhARERERFRA7lBERERFR8W65nTBhQp6vQdrC6NGj3Vk8EREREVHRpiXoObfOpuBlcEtEREREfpGW0KtXLxXU4uf27dvFYrHkeJjNZs+vLRERERGRp4PbxYsXy8qVKyUxMVGuuuoqGThwoBw/ftydRREREREReb9DWefOnWXt2rUyf/58WbdundSvX1+GDx8uSUlJnls7IiIiIqKiHC3hzjvvlF27dsnbb78t8+bNkzp16sjkyZMlPT29oIsmIiIiIir8DmWrVq3KUdawYUP56KOPZNq0aTJq1CiZPn26HDt2zJ3FExEREREVXXDbtWtXmxnK0LnMfvSEkydPurdGRERERERFGdyuWLHC3fcjIiIiIvKt4LZLly6eXxMiIiIiIm8Et7rMzEzZuXOnyq1NS0uTypUrS5s2bSQ8PLyg60VEREREVDTBLfJqp0yZokZIiI+Pt+bZIu8Wge2wYcPUFL3BwQUejIGIiIiIqHCD2+eff14Ftvfcc48aCqxKlSqq/MSJE/Ldd9/Jq6++KhcvXlSvISIiIiLy6eD2448/lv79+8ucOXNyPNenTx8pUaKEeo7BLREREREVJbfyBsqVK6em3XUGz+E1REREREQ+H9zOmjVLTdiwefPmHM9t2rRJtew6atUlIiIiIvKJtAR0DjNO3ABXX311rhM9GOFvs7Ky3FlHIiIiIiLPBrdPPPGEzSxkCxYskDp16kjr1q1tXofW3H///VfuuuuuHMEwEREREZFPBLfTp0+3/n/o0KHStm1b+eGHH3IM92WxWKR3796qU9lbb73l2bUlIiIiIvJ0zu3s2bPlxhtvdDiOLcp69eql8nKJiIiIiHw+uK1UqZLqNHb+/Pkcz6EMnc0qVqzoifUjIiIiIirccW7fffddueOOO6RmzZrSuXNn6yQOJ0+elFWrVqmpeDGZAxERERGRzwe3PXv2lF27dqlJGn7//XcV0Kanp6sW3VtvvVXNYNasWTPPry0RERERkaeDW6hVq5ZMmzbN3T8nIiIiIvKd4FaXlJQkx44dU6kIlStXlmrVqnlmzYiIiIiIiqJDGcyfP19atWolcXFxarrdjh07qhxctOiisxkRERERkV+03E6ZMkVGjhypAlr8X+9QduLECVm0aJE89thjEh8fL6NGjfL0+hIREREReTa4ff3119VEDQhk7T333HNy2223qQkcGNwSERERkc+nJYSGhsoNN9yQ62gKeA0RERERkc8Ht2iVff/99+Xo0aM5njty5IjMnDmTIykQERERke+mJdSuXdvm94SEBGnSpImUK1fOpvzs2bMSEhIiI0aMUA9dUFCQHDx40BPrTERERERUsOC2cePGKkDVbdiwQSIjI1W50e7duyU1NVUFvkREREREPhnc/vTTT9b/v/baa6rl9rfffpOIiAib1128eFGuv/56NS3v8OHDPbu2RERERESezrnF8F/9+/fPEdgCWnPx3KRJk9xZNBERERFR0Qa3CGC/+uoryczMzPFcVlaWeg6vISIiIiLy+XFuX3nlFXnooYekUaNGctNNN1kncTh58qT8/PPPquPY7NmzPb2uRERERESeD24ffPBBNXoC0hPmzJmjOpBBiRIlpH379jJ9+nQ11i0RERERkc8Ht9CpUyf5/vvv1f/Pnz8v6enpEhcXJyaT24skIiIiIioQj0SiZcqU8cRiiIiIiIiKvkMZXL58WeXetmzZUnUew6NFixYyYcIEuXTpUsHWioiIiIioqIJbjGV7zTXXyOjRoyU0NFQFs8i1hXHjxqn/JyUlubNoIiIiIqKiDW4nTpwoO3fuVJM4YHQEGDVqlGzbtk3l4e7Zs0cFuUREREREPh/cLly4UB577DG57rrrbKbkhd69e6tJHL777ju3VmjGjBlSs2ZNCQsLk3bt2qlpfp3ZtWuX9OnTR70e6/H222+79Z5EREREVIyD2xMnTkiTJk2cPo+gND4+Pt/LnT9/vjz77LMyduxY2bJli8rhxZBizpaFdAgMSYbpgCtWrJjv9yMiIiKiwOJWcIshv3LLqU1MTJTy5cvne7lvvvmmDBo0SAYOHCiNGzeWmTNnSqlSpZxOCNG2bVt5/fXX5Z577pGSJUvm+/2IiIiIKLC4NRTYtddeK0uXLpURI0ZIdHS0rFixQrWy6n744Qfp3LlzvpaZkZEhmzdvlpEjR1rLgoODpUePHrJ27VrxFIzygIfuwoUL1mmD8dDfFw+LxaIexvXBQ9M01ZHOZAqREFOwWMwW0TSRkJAgEUOahrXcZHsNYc66ssz8lGOxwSGGck0Ts1lzXh4cJMHB2euiWTSxWDRVhues62jR1HNO193HtwkwtjLqyb7+zGazqiuds/KQkBCV1qL/vbH8ymdkUfVdIiRYTMFBkqW/r2FdAOUoCTGuI7YV5UEiIUE5y/HSYOPnq+GB8iD1XHa5pp7Dso3vata0K/VhX456dbKOztbdH7YJUBfG+tbrCfVq5Kwc+wvq31iO+sfr9WNe1XdwsJiwX2DdsTzjNv23nigz7tkow3P4uyAXyrFsbFUJu/QuZ+WZ2pX6MLlQjr93tO7Oyn11m4z1bV9POmfleZ3LsQ/o9W0KClHvh3XE/4xbZRbLlePJrj0oS30C+StXx5OhHJ+KWTSn5cGC+jDWEz535+XO1t1ftslY354+lxvrOxjhz39/GiRXnreuZ5AZ/6i1NJSKFmRxuVzt7aocW2U8/iwiQZoEaXhtfsrt1lHMjtfdWXmQ720T6sBY33mdy+3r1ePB7RtvvKGm2FULMJmkS5cu1uewkkgTqFevXr6WmZCQoDaoQoUKNuX4fe/eveIpkyZNkvHjx+co37p1q0RERKj/lytXTurUqSOHDh2Ss2fPWl9TtWpV9UBAPHz4cIkpU01MppKya9sZOXE0WdpfW0MiSodaX7953XFJPHtJul5f2ya4W73isKSnZ0n3XnVt1mH5L/9IWJhJOnWraRMEojwmrpS0bl/VWp6akiGrVx6WytWipUmL7M8sMT5VNq8/IbXrxkidBrHWcqwf1rNRs/JSpXq0tfzgvkQ5uD9RWrapLLHlr2w/+Ms2rfnrlEpdwd2CTZs22dTT/v37JTk52fp6pLDgjgI6Q6alpVnLGzZsqMZqxj5gPKiaN2+uDjwsG/UdVbGGmELD5MetRyQ81CQ9mlyZdhqyLBb5cetRKRcVLp3qZa97SnqG/LbrpFSPjZRWNeKs5fEX0mT1gTNSv1IZaVQpe5zowwkpsvVIorSoHiM140pby/ecOi97T56X9nXKS/mocGv5liMJciThonRrVElKh2XXE5aN9+jVopqYgrPr6bddJyQtI0t6X1XDpp78ZZtSEkSGDh1qU996Pem/69q0aaMumrdv325zksQdH+wXxvNKeHi4ukDHeUiv74ga1SVes8iK+NPSJLqsNCtT1vr6gxdTZH3iWWkTEyd1IrO3acf5JNmRnCTXlqsglcJLWcvxWvxNz0pVJLpE9jatOHNKTqWnye1Va6hgWrf45DG5lJUlfavXstmmBUcPSSmTSW6uXM1almmxyIJjh6ViWLh0q1DJWp6cmSGLTx6XWpGlpV1sOWv5qbRLfrNNlUtHSd/hw631baynf//91/p6NLJgOnhMAX/8+HFreV7ncpwj9PouU7Wa7AlOkmOWZOlUooZEBmXfDdyQeUwStEvSvUQdCQnK3qZVmYckXcuSG0Jtv++WZhyQsCCTdC6Rva1mzSK/Zh6Q2KBScnWJ7G29qF2WVZmHpWpwtDQzZafXJVhSZUPWcakTEiP1QrKPs+PmZNluPi1NQypI1ZDsc/kBc4IcMCdKa1MViQvOPpfvyDrtN9vUKqaWXGeob0+fy7FMLAf1Xbt0nKTIBgm2lJS4i22tr7UEZcnZqNUSai4jZVObW8uzQlIlMXKThGdWkKi0Btbyy6Zzcj5ih0Rcri6Rl7O/59JCT8mF8P0SlV5XwjOyj8uLJQ9LatgRib7UREpmxVjLL4Tvk7TQ0xKT2kpM5uz6S4rYLhmmJIlLaS/BWnbIlhC5USzBl6X8hWts6ik+6i+/2aYGkd1l+PBW1vrO61yOenVVkGa87PEinJSqVKkia9askQ4dOljL0Tr8xx9/yPr163P9e3QqGzZsmHrkt+W2WrVq6sONiopy6WofLcwdO3aUjq37S1TpCn7TyhmILbdJyadk3dbPVOs+xlwGT1/to74xI1+L2x6ViNhKftPKGYgttykJJ2X3T7Nl9erV1vr2dMst8v1R33UHPSzhlSr6VStnoLXcpp08JYdnzbXWd2G03OILE/XddvyDElGznF+1cgZay+3FQ2dk87gvrPVdGC23f//9t6rvIe93lyr1S/tNK2cgttye2Jci7wxebq3vvM7lSIeNjY1VFyh6vObxGcoQFL711luyePFiOXLkiCqrUaOG3HLLLSrAzOuNHeXxYgPOnDljU47fPdlZDLm5jvJz8YVnP3WwfgDZw8GDq4isLLM1eAMEYNb7HAbG17hbjuM3X+UWzXob1wjBrIoo7N/T2br7wTbpt6/s608/IOw5K3c2dTSWjfrONFusQaB6Xwfrojkr1658udvTA7+c5VcCP3uOtj+38iwPlPvaNqEuHNW3s/pzVI5j2FG5fsyr+rZYpMR/24G90dE2IcCzPQ1f4ehzya08Mx/lWj7Lna27v2yTo/p2dm7ObznOBXp9Z2kIu6648j8H55r/AryClGv5LNcDP1fLna27v2yTo/r21Lkc5Xp9WyTLGm853OODNA+VO9pSxI2OP1/n5Y6OSifrLv6xTagDR/Wdn3O5RzuUoZX1qquuUrf3MaEDroLwSE1NVePbtmrVSk6dOpWvZaIpunXr1rJ8+XJrGa608buxJZeIiIiIyKMtty+88IKcPn1afvrpJ7nppptsnvvll1+kb9++8uKLL8onn3ySr+ViGLABAwao/Iqrr75ajVuLgBmjJwDGz0XqAvJmARH/7t27rf/HEGW45YCpgOvWtc39JCIiIqLA51Zwu2TJEpV6YB/YQq9evWTIkCHy0Ucf5Xu5/fr1U0n/Y8aMUcEzcjDwXnons6NHj9rcWtJbkHVTp05VD3RwW7lypTubRkRERETFLbhFa6r9qAZGyJHFa9zx1FNPqYcj9gErOpH5SH84IiIiIvIBbuXcYoKFefPmqVQAe5mZmeo5vIaIiIiIyC9ybpFCgLzYJ554QurXr6/K9+3bp2YVw7iSmEqXiIiIiMjng1t0GEPaATqNPf7442pYHUCKAAZWxnS5d911l6fXlYiIiIiocMa5feihh+SBBx5QM0kYx7nFSAf5GYuMiIiIiMhTXI5C0Sqrt9Ba/9hkkvbt26uHPQS8CHaJiIiIiHyuQ1mfPn0cdiCzh4kXpkyZIk2bNi3ouhERERERFU5wu2jRIunZs6ekpKQ4fc2GDRvU7GTIxe3Ro0f+1oSIiIiIqKiC2w8++ED++usv6dy5s8THx9s8h4AXY9NiCt7ExET59ttv5bvvvivouhERERERFU5wO2jQIPn6669l79690rFjRzl48KAq/+abb6RRo0ZqCDAMC7Znzx65/fbb87cWRERERERFPYnDHXfcIb/88oskJCSoVlpMtYthwTD817p162TatGkSGRnpifUiIiIiIir8Gcq6du1qnQZ36dKlcv/998vGjRvVEGBERERERH43/W7Lli1l9erVUqtWLVm4cKF8//33nl8zIiIiIqLCGud2y5YtOcreeecdNZkDpuKdOnWqXHvttTbPY+QEIiIiIiKfC26RdmA/iYM+uQM888wzNtPw4v9ms9mT60pERERE5Jngds6cOa6+lIiIiIjIt4PbAQMGFO6aEBERERF5o0MZEREREZEvYnBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMHwyuJ0xY4bUrFlTwsLCpF27drJhw4ZcX79gwQJp2LChen2zZs3k559/LrJ1JSIiIiLf4XPB7fz58+XZZ5+VsWPHypYtW6RFixbSs2dPiY+Pd/j6NWvWyL333iuPPPKIbN26VW6//Xb12LlzZ5GvOxERERF5l88Ft2+++aYMGjRIBg4cKI0bN5aZM2dKqVKlZPbs2Q5fP23aNLnxxhtl+PDh0qhRI5k4caK0atVKpk+fXuTrTkRERETeZRIfkpGRIZs3b5aRI0day4KDg6VHjx6ydu1ah3+DcrT0GqGld9GiRQ5ff/nyZfXQJScnq5/nzp2TrKws63viYbFY1MO4LnikpKRIiRIl5FIaWpPNYrZYRNM0CQkOlqCgIOvrzRazaJqIKSTEZh2yzGb1Mz/lWGxIcHY53g/vi/fD+9qXBwcFqXXVqW3RNKflOdfdP7Yp5WKChISEyIULF1QdGuvJbMa6atbXOyvH3+M99fo3lgOWjfpOTzojwZYsyTRbBJ+IKcT22lCVB4mYbNZdJOu/dQ8JDsqzHHVhtuBzD1LPZX/umnoOyzYUOy3HsvEeJezWMctsEWy5fbm/bFNqUoKqC2N96/WEejVyVm4yma7sU4Zytc+FhKh9Sq/vrDNnJC0rK3ubguy2CcdHkN02aYZ1N7yns3JVT6gPw+ebW3kmjg9sgwvl+HtH6+6s3Be3KTMx0aa+jfVkPDc7K8/rXI59QK/vtCNnxZyeKZrgM8A2GT8Ds1p3U5DdeUz77/yWj3IsNcRQjvcza/gMUB/BOcqxJsGGcotmEXySzspzrrvFb7bp8unzNvXt6XO5sb5PHbggl9P++84X222yCLY1SIIN7X94Fy2XcpQaP19sqyaWXMpDbI4bfAJ41lm543V0tu7iF9t07vglm/rO61yelJR05f0Mde6U5kNOnDihPtM1a9bYlA8fPly7+uqrHf5NiRIltC+//NKmbMaMGVr58uUdvn7s2LFX6o0PPvjggw8++OCDD82fHseOHcsznvSpltuigFZhY0svruZxxRAbG2vTQhnocKVUrVo1OXbsmERFRXl7daiQsb6LF9Z38cL6Ll6Ka31rmqbunFeuXDnP1/pUcBsXF6ean8+cOWNTjt8rVqzo8G9Qnp/XlyxZUj2MypQpI8UVDozidHAUd6zv4oX1XbywvouX4ljf0dHR/tehLDQ0VFq3bi3Lly+3aVnF7x06dHD4Nyg3vh6WLVvm9PVEREREFLh8quUWkDIwYMAAadOmjVx99dXy9ttvS2pqqho9Afr37y9VqlSRSZMmqd+HDh0qXbp0kTfeeENuvvlm+eqrr2TTpk3y4YcfenlLiIiIiEiKe3Dbr18/OXv2rIwZM0ZOnz4tLVu2lCVLlkiFChXU80ePHrXpMd+xY0f58ssv5X//+5+MGjVK6tWrp0ZKaNq0qRe3wvchNQNjCdunaFBgYn0XL6zv4oX1XbywvvMWhF5lLryOiIiIiMjn+VTOLRERERFRQTC4JSIiIqKAweCWiIiIiAIGg1siIiIiChgMbomIiMiK/czJ3zG4JYd4ciOi/MCEO/YwVSb533n/4sWL3l4VogJhcEtWp06dkgMHDqj/BwUFeXt1yI+/HM1ms6Snp3t7dagIYfzxI0eOqIl3YMGCBWrSneTkZG+vGuXhn3/+kRUrVqjz/sKFC+XOO+9kvfkZNkjZYnBLCgKRrl27qhni9u3b5+3VIT89ueLL8eeff7bOMojJVX788UdvrxoVgaysLHn//fdlzpw5qv4xIc9tt93m8lzw5D1vvvmmdO/eXU0McPfdd6uLEtab/zh48KBMnDhRzeT6xRdfyLFjx6S44yQOZPXHH3/IvffeK926dZPRo0dLw4YNvb1K5Gd++OEHtQ8988wzUrt2bZk7d66acXDevHlqtkEKbGlpaSqo/emnn1SQhOnQ9Zb8kJAQb68e5aJDhw6yZcsWGTZsmEyePNnbq0Mu2rZtm9xwww3SoEEDdfcVd08eeughefnll6V8+fJSXLHlllSuHB5dunRRt6SWLl2qrgL37t3r7VUjP5KQkCBTp06VV199VZ1Y77vvPtmzZ4/cdNNNDGwDnN5GEhoaKmXKlJHrr79ejh8/LpMmTVLlCGwR4JJv1ht+ouW9UaNG8sEHH8iyZcu8vWrkgp07d0rHjh3l6aefVnWGtEI0TM2dO1e2b98uxRmD22IMty52796tTmrIlwMcKN98840KcMePH88Al1wWFhYmly5dkptvvlkOHTokdevWlTvuuEPeeOMN9fxvv/2myikw01E2b94sJ06ckE8++UTmz58vV111lXz//fc2Aa5+EUS+U28IkI4ePSobN26Uv//+W6WS3HXXXeo7wIj15lsSExNVKmHr1q1lxIgRUrJkSVWOu2bly5dXqQrFGYPbYgqtKrVq1ZKmTZvK/fffL08++aSsW7dO3ULu3Lmz/Prrr7J8+XLVArdr1y5vry75QcsPOqDgtvTq1avVbbJevXqpHEz4999/Zfbs2dYOixRYAdJ3332nWujfffdd9aWL1tuXXnpJ2rZtq1JV0JoPY8aMkcGDB8vly5e9verFmrHebr31Vvn666/V7WxAzjQCXKSX4HsAjR9IU3jwwQdVvTGT0TfExsZK3759JT4+XrW24ycgqI2Pj5fq1atLsYacWyo+LBaL+rljxw6tQ4cOWlBQkDZy5EitU6dOWr169bQKFSpoQ4cO1ZYuXar99NNPWtmyZbWnn35a+/vvv7296uSD+1FaWpr6mZWVpX6+9NJLap+69dZbbV4/atQorVmzZtrRo0e9sLZUmH7++WctPDxcmzVrlnb27Fmb586cOaM9//zzWp06dbRGjRppMTEx2rp167y2rmRbbxEREdq7776rJScn53i+f//+6lju0qWLVqpUKW3z5s1eWU/KyWw2W/8/ZMgQrWbNmtrcuXO1LVu2aFWrVlVlxR07lBXDURFw+zgzM1PlQz722GMq3xbDwJw7d04N34MWXPR4xy0P/cr9qaeeUvmUyKmj4k1v9cFty1mzZqmxTMPDw2XGjBliMpnULTL02MX+gv0MLQmfffaZ/Pnnn9KiRQtvrz55UEZGhvzf//2fug06ZcoUSU1NVbe4P//8c3VnCCkqpUuXlrVr16pRWG688UaVrkLePX5xhwWtfs2bN1dpI6i3kydPqo6AOIaRwwm424LjG63y9erV8/aqk4Gxk+aQIUNk0aJFqq6QCjZ79mxVju92PeWwuDF5ewWo6Jw+fVpatWqleq6j81jjxo3lww8/VLefrr32Wlm5cqXK10Ewi0AXwQh6vOPn448/zsCWFAS2yKVEhzHsLwhWpk+frob+Wr9+vUyYMEHdEkNKAgKbmjVrypo1a1QKDAXevnD48GGVa33mzBnVmQWpJwiUkKaCfE6Me4sOZniQb9RZqVKl1AMpJOh38d5776n+FbgQRerBhg0b1AXpww8/bL2YJd8KavVOmvj5zjvvqHMtzsNoQEhKSpKyZcsW28BW8XbTMRWdEydOqNvFkZGR2urVq623k7dv365uGeNx4cKFHH938eJFL6wt+aqkpCTt2muv1aZMmaJ+P378uLot9uijj+a4JW1MXaDASUcxQvpSmTJl1Hnlzjvv1L788ktVPmnSJK1du3asfx81ZswY7eqrr9ZCQkK0vn37qnpDesLo0aO122+/3ebWN3nX4cOHtbFjx2rp6enqd2Pd6ClhgHSEWrVqadOnT8+RIlTcsOW2GKlcubK6dTxy5Ei57rrr5Pfff1ejI6AF98svv1Qdy9CCi5ZaXAXilnKJEiXUFT4VX3rmElpv0FKAfQIjbWB/QceFdu3aqdvP6NQA2JfQ21ofY1HvxUv+TW/BQ4dBnCPQ+bRHjx6q7tHpFJ0Gr7nmGuv+gjE3i32nFh+qtx07dqg6QQoC6gyj4eDuC45l1KP+OrwGxyyO9WLd8udDkC6IVB+kFeLOGO6i6ikHaLnF3Vakk0ybNk39HDlypDpPP/roo8W3Dr0dXVPhSk1N1S5dupTjKvC+++7TSpYsqf3111/Wqz90MmvVqpVWvXp1LSUlxUtrTL7A2DKgt9Z9//33qrXn8uXL2g033KBNnjxZ7SuPP/64lpGRoV5z6tQp7bbbbtO+++47r607FZ5vvvlGi42N1Xr37q09/PDDqsPRiy++aG1Rgm3btqlOqtHR0er/5H0LFixQ9daiRQtVZ2hRnzlzps1rjhw5og0fPlx1It65c6fX1pWyHTp0SFu+fLn6fn7llVe0Nm3aqA6aOAfn1oI7ceJEbf/+/VpxxuA2gGHnxm2nm2++WQUmeiCr31q+9957tdDQUO3PP/+0Hhxbt25VIyccPHjQi2tO3qSfMJGusnjxYvV/7BcVK1bU5syZoy6WnnjiCa106dLaTTfdZPO3CHSQ3nLs2DGvrDsVnr1792o1atTQPvjgA2u6UokSJVSd6zCqCnrZN23alCOs+Aj0oEdg+/HHH2uJiYkqPe3BBx/UOnfurL333nvqNb/++qvWr18/VW841sn7UE9xcXFqFCN8f+O8PGHCBKcBLn7HqDRvvfWWl9fcNzC4DVA4iSH/BlfpJpNJBRwYIqR79+7qywiBL4Z2wWvQgrtp0yZrgKsfNFT86CdKBCbYbz766CNt37592uuvv64988wz1tedPn1afTmiBQitdLNnz1Y5t2itY1ATmNavX6/qHP755x+tSpUq2v/93/9Zn9eHedu4caPKwybf8Nlnn2lNmjRR/Sn0uzAnT55UjRsY5ksvQ+40L0p9x4oVK7Tg4GCtbdu22i233KLumjgLcNHg8OSTT6r8adyBJQa3AWnPnj3aHXfcoa1atUp9+aATGQJa7PTDhg1TB0vlypXVCQ9X6+gMgiCYtxCLN2OLLcYtRSsAvvjq16+v9g/sU0YIYJ566il1okU6S58+fXhiDSB60INWPQS2a9asUZ1VME4tfuLcot8KXblypbpDxKDW9+rviy++0OrWrasuSCEzM9N6gYLjGmOak29C6k/Lli3VuRUXIosWLcoR4OKi5bnnnuNYxHbYoSwAYUxJDMWDzmHlypWT119/XY1jiyFC3nrrLfUazD6GGWkwGw2GDMGwPez4U3zpnRMwHFC3bt3UrEWvvPKKeg7TMT/00EOqQwrGtsXsY1ClShU1zBMuktH5EB0bOFxc4EDnor/++kvuvPNONawbZpxr0qSJ6oyKGazQgVDvPLZkyRI1HBjPIb5DH74L0yBj7GHU4bhx41SHI8DxivrEbHLkWzAcG46lPn36qHPzvffeq443fJejXjH7HyxevFjVL6a9RkdPDPVJVzC4DdDxbNF7Er1dGzZsKKNGjVLTXyIQwfzgmJChe/fu6rU4aDAQO76YKlWq5O1VJy8GtphXHqNn4Etv69at8scff6iREDA+Lca8xAgIGE8xIiJCOnXqpP4WJ1q8Xv/CpMCBi19M5oLzB6Zehd69e6tREXARgxESMBkApm796KOPZNWqVRIXF+ft1S629NEOMLYw6gjBEYLXRo0aqcAIk23ge2HgwIESFRUlH3/8sVy4cEFdpJL3YdSKTZs2qUkY9ItETF/93HPPqTHEZ86cqcabR4ALCHAxegImb8D44piQgwzsm3LJPxnHksQtix49etjcasYtKNziwJS7M2bMsL5Wv0VFxRtSUpCv9fLLL6vf0akQY9fidrOe14WUA0yhivwvfZxkCtzUJpwr0IFM73Skmzp1qta1a1eVD4je90hJYSck3xkVAVOoIw0Bxy9SzpYsWaKe+/TTT9V0uxjhBKlGyJnmbWzfgHx1dPpDmgg66c6fP1/1dYAffvhBjSseHx+v7d69W40l3a1bN+3rr79WqScJCQneXn2fxOA2ACDPDYNw67lTGOwZubSAnDg9wMXBggC3Y8eO6guKSB8uDoO2Y/B2I2cBbvPmzdXJFrmXFLiGDh2qhoXC0G7nz5+3eQ55fqh/DB/FL1ffgEAVHTrRCRQTqOACBcP0IX9+2bJl6jUHDhzQfv75Z+3HH3+0dgAk78PwnMihxQUlLhbROVcfmQSBLhoUUG+wa9cu1XiFIJhDdjoXhH+MLbnkf3AL6oEHHlC5Uy+//LIsXLhQjh8/Lp9++mmO12IAbwy+j1vRn3zyicq3JUJOnj7gvj55B2BQfuRzzZ07Vzp06KBuRyN9AbfHMLB4tWrVvLzm5AnOplh94YUX5KefflJTdGP+euZn+i6c96dOnaom59En3sF5Hsfqjz/+KFu2bGHqmQ/DtNUvvviiqrP+/fur4xGTMuCYw3TnV199tUr9wTl43759Kj2satWq3l5tn8XgNkD8888/KpcWOzxy5VCtyJVELiUeSFDHwRIeHq5moEHnAh4Y5Cyo0We8MQa4uFjCCRb5YMjTZuexwNoHkLeHTimo11q1aqlZrAA5fytXrpTbb79dnn76afVl62y/Ie/BBejgwYPlzJkzKqcWfS6QD488TnQKRG50+/btvb2alAsErc8884yqu3fffVflQ6MjLzr34gITjVg89lxTTOdlCzx169ZVV3no4IEDBAEurt4xagICEySeo/MAktYnT57MwJYUZydJBLYIcAE95mvWrCm33HKLbN68WZXpLbvk3/QvSoyIcf3116vOKR9++KEKZJ999ln1mjfeeEM6d+6sema/9tpramQVfrl6z8GDB9XUubjoQGutrkuXLqoDGaZnPXfunApsASPm4IIFDRzk2xo0aKC+xwEXkrhLhgsStLwjsAUeey7KJWWB/BByqjDe5PXXX6/GKyUqCGOHwxtvvFHtX+S/jNN16lCnlSpVsnYcO3funPbVV1+pcTMxfqYO49qiI9nZs2eLdJ0pGyZIQV1hMh7kvYeFhalOZIDORcibR58K5Esj7xadkF566SU1LjEmbiD/gEmWcL7t2bOndQZRyh8GtwEIHcdwUOCBiRwcDexN5Op+wRE1Am+SDr0HPaBjGHrP289OhcH/0RkJc9vrEDCR90Y0QX1gRkB0FD516pTqVITpVvW6xc9XX31Va926tRrN4qqrrlLBMEdF8M8AFx3J2rdvr61du9bbq+N3mJYQgOrXr6/ydXDreMSIESqXTsdbGsWbnmKPzguYsAGdEfX9Ah0ZHOEYtoEzlvH27dvVZC4bNmywPof0Jdzq3r9/v80+0rVrV9UBCTn6uvLly3th7QnHKdIO0BkYY5Yj5aBixYrquMVYxMiLf+yxx1R+5siRI9WkGujwiTFRcf7n4P7+p169eqr+kEJYuXJlb6+O32FwWwwODPaQJR2+DJGnh1mmMBMZviwxMQMg+HEW4FJgTNKB/D1MyjB69Gjr85joBbOPzZgxQ/Wo1y+AMSFDTEyMGj2DvD/rJDpyoqMYOg/DpEmT1EyTyLPFsfzVV1+pTsXIt0XdoRMZJuvhiCb+C8fmF198YR3JhlzH0RICHHu1k7HjEGavQ4scWvTRCoehZdCL+tFHH5X//e9/NsEQBQ50MkWL7ZgxY1Rwq8MwX9gfECS9+eabEh0drWaywmgJGB0D03OjlRcdCqnoGXvGo6Pfe++9Jz179lSdPTFr4Oeff26dDhszCiLI/eGHH1TnT6LijPcbAxwDWwJ8QaL159tvv1WtthhHEekGrVu3VgENpnYEBLh6Cy4D3MCAkVLGjRsnkZGRaqxiHYYXQr0vW7ZMbrvtNlXn8+bNUyMlILUJAdSvv/7KwNaL9MAW41DjogN1hDsthw8fVi3tCGz1uy04jjFqDn4SFXcMbomKgUuXLsmXX36pbnE1a9bMmkeLlJWHH35Y/X/WrFnqdcjpY2AbOMLCwlRghLs4EydOVEHuunXrVEst9gfc+gTMaY8WPwROGGczNjZWDSNFRe/QoUMyfPhwlUKEAfwxmQZyazEhA/pSvP322yrNBHnSuBABDOeG55CSRlTcMbglKga3NdFpCAEOgtYPPvhA3eLE73qA+8gjj6jAFl+kGN8UgQ07HwYO3K5GJyQEtBgvE+NgY2IG5ODqmWmob1z0MDjyjTQSXIC0bdtWjS2Ni5DatWur53CsojUeF6NoXX/ppZfUbJOYnQx3Z9DRjKi4Y84tUQAHtQhY0ZqjT7qAFiF8CSLHEi1D+KLUYWYjBDcIbCkw8zYxIQcmYsDkLuhwig5H9q8h34D8aEynjjst27ZtU2WYiAEdywD5twhqU1JS1HGNukWaERFxtASigKMHKphRCvmTmF2qR48eampVdBRCZzL8juAGHYZ0FSpUYGAbgLAv6G0YGDIKt7jR+xo5t7/88kuO15B36Tm0aKl9/vnnVYoIZo8DBLaYhRKeeOIJGTBggGqRR6c/BrZE2dhySxSAENgihxJTdJYtW1Z+//13laOHgAattcjVQ8sP8nD1W9UU2IytsxglA/WOlv0nn3xSdSgj34PAFrm2uMuCIb3Q+U+H1lyMgIGW29KlS3t1PYl8DYNbIj939uxZm44/aNlBi23z5s1V66wOLT3odILAt02bNmpAf+TyIfe2Tp06Xlp7Kkz26Qb2KQq49Y3ACBc5ERERXlzT4k2vF+TXYqxh5MZ37NhRGjVqpI5nPY0Ig/ljRAtM0vPdd9+pvGmMaUtEthjcEvmxsWPHqtY3tMjqw74hL+/aa6+Vfv36qZZbY54ehgFDMIOOY4AB+vV8XAqMAAn5lxjIHxc3jurWGOCiAxJaBDHZC3mHXh8Ypu/pp59WHTxxobF7924VwCKVBB3IMI7t0KFDVUstgl+8Hh3OiCgn5twS+THMToS8OwS2CHIBgSxmlsIA/frvCHABLbYYEkrHwDZw6AESxrLt3bu3Cm4XLVokqampOV6nt2ngtQxsvQv1gcAV0+diPOJNmzbJG2+8IYmJiWocW6QlYDg35MmvWbNGZs+erS5KGNgSOceWW6IAgJxaBDaDBw9WAS++LDHrGIaAwrBfuoceekjd5sTMRhgZgT3kAwNO46dOnVJB7cCBA1UnwvHjx8vOnTtVB0K04mN8W/KdVCIMx6ZfcCKoRR2izk6cOKFSEjCSBXJu58+fL0uWLFEzyRGRazjOLVEAOH78uJouFQErbl3iViaCmsmTJ0unTp1UsIPX4DYnxs9ki21g3dLGT3QcRDoKglvc1kZ+NS5mpkyZol7LANc3IN0Aee5IDwoPD1cXpbgowR0VpBz06dNHbrzxRjUeNUY4wTS7SCdaunSpar0lorwxuCXy46Dm2LFj6rYyptNFwIpOJxjY/cUXX1SjImCMTHQq27p1q5QpU0YFtk2bNvX26pOH6EO+zZ07V03RitvXqH8dypG28tZbb6m8TQS77DjmPbt27VIXnujciTSEKlWqqHJ9GC8M6YXW2meeeUb9jmO2b9++UqNGDetriShvTEsg8tPA9scff1SB64MPPiiDBg1Sz6HXO1psMVoCZhrTZzUCBD36tLsUGHCxgmAJUygjBWHPnj0qcML4qGjJ1d15552q5R5DSUVHR3t1nYsrdPLDkGutWrWSadOm2Yxrq093jXGHb775ZjWSCS5CR48erUZPWLBggZplkIhcw286Ij8LavFAesF9992nZpvCrWgdytDyg5ZbBLLIu9VbahnYBt4UrStWrFBpB7iQAfxEAIvb3eh5rweyuPWNWckY2HrP6dOnVV400g6MAa3+E8c30g70YfyQi4uLFQzZxsCWKH84WgKRj0OLHAJWvfMXWuDQ8QSD8CO/tm7duqqTGG5Po4c1WnLRooucPXQcw3BfFFj+/fdfdVv7nXfesQ7zBtgn0JKLURJmzJghSUlJ1ucwRip5DyZRQScyXIwioNVnItPh+MaxinQiXIzce++9qtUWEzUQUf6wKYfIh02fPl11DMK4tFFRUaoMw3olJyerURHwBYmWOwS2CILRYQgjJaAFFzm4LVu2ZOexAITpc9HJCMES9g1jLi0CXORez5o1Sw0Rh7GOOSqG99WsWVPdPUHgitZbvcXWCDnSuDBB5zEich9bbol8GIKWjz76SAW28fHxKm8WLXC4bYk8W3QmQycU9LZGax4CHLTYATqi1KtXz9ubQB5g3zUCQdKoUaNUfm1CQoK88MILcuHCBevzaLm/5557VBDFwNY3oFMYjmOMaqIPA2ZftwcPHlQ5uewKQ1Qw7FBG5KOQihASEqL+v379ennqqadk5MiRqnMQel2jhRavwe3L2NhYFcQgXw9j2yJdgQIr1xoD+GO6VVzgYBSMO+64Q9X/1KlTVQ42etxPmjTJ2sJPvgettrircvfdd6u8+MaNG6tyTMDy8ssvqw6haLWtX7++t1eVyK8xuCXyA0hDwKDuuM380ksvqXEw9cBXfx6zGs2cOVN1QOGXY2DRx6zFrFTIr8bFDnJuUefIucV4xuhpj9ExkMqCMVTJ9yCNCHdicKGKXHnMEIfh2zBxA0a+wGQNV111lbdXk8jvMS2ByAfp15yYinPjxo2qlzt6xiOQmTBhgppaF612gP8PGTJE5syZI7/++isD2wBz6NAhNQoCUg0wEx0G9seUrLi9jdxaXOTgJ2awQm98++l2yXcgzxYXJahDjGKC8aeRK9+oUSN1UcrAlsgz2HJL5KO3oXELE8M5oZV24sSJKtcWMxjdeuutqvUOOZf4PwLgP//8U+XdojWI/Bda9RD0tG/f3pori+AH6SYY1xhBkD6MFDoRov5xcdOrVy91sXP+/HmVokL+lXZERJ7F0RKIfAyCGrTSYkgvdA5D0IqABUENbjf/8MMPKqjBrWh8QSLwQYsPvyj9/6IGQ7yhjjHlKnJo9XGN0VkQs9EhuMXr8EBLLXI28Ryg/hnY+g/jaAn6BS0ReQbTEoh8EDqV9OvXT+VZYgpO0IMaPcDF7WcEv/jJwNa/6cENAlXkYA4cOFClo6DzGIZ8Q6dBBL4YGQN1jddiogYM7u9oSCnyfcZgloEtkWfxrEjkg7Zt2yZnz55V/0cwg+BHD2owjBACXKQiYCxTjG1L/g31ivGL0WEQ9Yq0E/Sm37x5s3oeM81hOl10RMK4tmvXrlVpKRg6qmfPnt5efSIin8K0BCIfg/QDTL2Job4OHDigxqpF8INyTOGJoGfEiBEqFYG94gMDLl7QWfDrr79WKSnVqlVTw34NHjxYXcBgeDe00GKQ/7vuukvlVuN3TLWLERKIiCgbO5QR+cDtaPRyz8jIULeay5cvr6bqxDSdyLtFpzLkWmJqzldffVVNqbt8+XI1SxUFDrTYohX23XffVZ3KUN9osUWLPepc70mP1AVM4oAJO5hjS0SUE4NbIi8HtphuE2PX4v9JSUkqoMVkDRgFAf+vU6eOem1MTIwKgDAcFIcMCjyYNnfBggWyatUq65TJmHUMY9si9eS9995TncwQ2BIRkXPMuSXyEgSzaIFFAIuxLxHM4jb0lClT1GDumLQBwz9hRiPcesbwUBjonYFtYNHbFzARB4by0gNb5N1itrF33nlHjYf6f//3f7J9+3Yvry0Rke9jyy2RF1ttn3zySZVL+/7778vx48dVbiWCWsw0RsULplTGjFVotcdDhxzct99+W6WufPXVV8yxJSLKA1tuiYoAAljjTx1GRLjmmmtUK127du3kuuuuU4Eu6J2LKLDo7QnIq/7iiy/UiAiJiYlqyK8XXnhBPv74Y3nllVfUay5evCi//fab1KpVS9asWcPAlojIBWy5JSpE+mxSekstbj1jKl0dps1Fj3eMVYvJGN544w11Wxqdifr376+m0h09ejTzLAMMZp/DWLblypVTedZIPXnmmWdUZ8Lp06erjoPoLIZcW7ToM8+aiMh1DG6JCjmwPXz4sOrt/uuvv6pZpjp16iQ33XST3H///WrMWgzQj/J9+/apQfkx69iYMWPULFXIycVQYOT/9Asc1DXSUTDzHPYBDO+F/QOtspioAR0IMX4tJurAhVDnzp05rTIRUT4wuCUqxMB2x44d0qdPHzVuLcakxfBdGLcUA/Y/8sgjMmHCBPnmm29k3Lhx6hY0esZfunRJzUSFYJitdYEFs459+umncuLECfnwww8lLi5OlaMMedZIP0BqQvPmzb29qkREfov3OokKKbDFLGPIp33iiSdUByF9Gt2+ffvKyy+/rIIZ3HoeOnSoNGvWTGbPnq1yL1u2bKk6ELG1LvAgBWX+/PkqzQQjI+jBLVJQAPvA//73P3nttdekcePGXl5bIiL/xJZbokLwzz//qID1+eefl4kTJ6pUAwzGn5WVpQIb3HbGVKq4Rf3dd98x9aAYmTFjhhrTFhM2oJW2Ro0a1uc++ugjlY+L1v3KlSt7dT2JiPwVR0sgKoSWW7TAIQ0BHYYAgS0CXAS2uJ5EXuWoUaNkz549snPnTpu/5/VmYNDrEWkmSDnRId8WY9ZizOJp06bJ0aNHrc8NGjRIDffFwJaIyH1MSyDyMKQkoFUWQc2XX36pfr744osqwEXgi05FgNmmkJaA8UuN9OfJ/zuPLV68WA3thQuYO++8U7p06aI6E6LFFvsCZiTDBQ9SV2rWrKn+1jiaBhER5R9bbokKAVreENCigxim1508ebI18NXHusWsU3gdZh6jwILAFqMd3H333dK0aVOVnrJlyxaVooILHkAe9j333KMCXATASFkhIqKCY84tUSE6ffq0GpAfveTvuOMO1WKne/bZZ9WsVPPmzZOYmBivrid5FoZ1u+uuu1QLPqZWxiQdyK1FPaNjIca07devn3rtW2+9pcY4xkgJRERUcAxuibwQ4GK0BHQqWrVqlWrZI/9OP7CHPNr33ntPRowYodJSkI5w4403quHfEPQiwEXuLX4nIiLPYnBLVIQBLoYHwxi327dvl9WrV0urVq28vWpUwCHfMHzbmTNnVIdBjJAB+P+5c+dUh0K03KJDGYZ+QydDzEb2559/qrrH+LZRUVHMsyYi8iDm3BIVgYoVK8pLL72kxq5F0LN27VoGtgEQ2KKjWK9eveTmm29WM45hFARA50F9pAykKFSqVEkFtoCfzz33nJrEAZ3HGNgSEXkWW26JitDZs2dVYFShQgVvrwp5YJIOTKX8+OOPyy233CILFy5U49RiAo7Bgwer1lu00uP5pKQkFfxifGNMq4wUlSpVqnh7U4iIAhKHAiMqQnprHvkvBLaYpAOjXOiTdAA6jCG4RQCrt96WKlVKHnjgAdVpbMqUKRIWFqaGB2NgS0RUeBjcEhG5OUkHxinWYfKFzMxMOXDggGq9xcgIGArshhtukG7duql0FAS8+pS7RERUOJiWQESUTydPnlQtsZhlbMCAAZKSkiKvvfaaGgGhZcuW8sUXX6iplTFBR4MGDWTYsGEqLYGIiAofg1siogKMgLFs2TKVivDrr7/Kddddp57DhAyYeWz69Olq8gakLzRu3Njbq0xEVCwwuCUichOGAHv11Vdl5cqV0r9/fzUKAmRkZEhoaKhNoEtEREWDZ1wiIjdh1AtMo4s8XEyji0AWk3QgsNWDWga2RERFiy23REQeSlHYunWrdO/eXcaPH+/tVSIiKrY4iQMRkYcm6ahXr56sWbNGzVpGRETewZZbIiIP5uACJ+kgIvIeBrdEREREFDCYlkBEREREAYPBLREREREFDAa3RERERBQwGNwSERERUcBgcEtEREREAYPBLREREREFDAa3RERERBQwGNwSERERUcBgcEtEVEjmzp0rQUFB6vHXX3/leB5z6FSrVk09f8stt3hlHYmIAg2DWyKiQhYWFiZffvlljvI//vhDjh8/LiVLlvTKehERBSIGt0REheymm26SBQsWSFZWlk05At7WrVtLxYoVvbZuRESBhsEtEVEhu/feeyUxMVGWLVtmLcvIyJCFCxfKfffdl+P1qamp8txzz6mUBbTqNmjQQKZOnarSGOytXLnSmvpg/7B34sQJefjhh6VChQpquU2aNJHZs2c7XOeHHnrI4TLHjRtn85rIyMgCfDJERJ5nKoRlEhGRQc2aNaVDhw4yb9486dWrlyr75ZdfJDk5We655x555513rK9FAHvrrbfKihUr5JFHHpGWLVvKr7/+KsOHD1fB6VtvveXwPYYMGSJt27ZV///0009tAmk4c+aMtG/fXgWoTz31lJQrV06tA97jwoULMmzYsBzLjIuLs3m/Bx980GOfCRFRYWFwS0RUBNBCO3LkSElLS5Pw8HD54osvpEuXLlK5cmWb1/3www/y+++/y8svvywvvfSSKnvyySelb9++Mm3aNBWY1qlTx/r6zMxM9bNz587Sp08f9f9169blCG6xLLPZLDt27JDY2FhV9vjjj6tWZbTGPvbYY2q9dEihKF26tDzwwAPWMga3ROQPmJZARFQE7r77bhXY/vTTT5KSkqJ+OkpJ+PnnnyUkJES1xBohTQGtumhtNUpPT7d2WnMGf/fNN99I79691f8TEhKsj549e6oW5C1bttj8DdImXO3opi9LXxciIm9iyy0RURFAGkCPHj1UJ7JLly6pVtS77rorx+uOHDmiWnPRamrUqFEj6/NGCCohOjra6XufPXtWzp8/Lx9++KF6OBIfH2/zO17vSj4t8oOxbTrkCSMQHzp0aJ5/S0RUGBjcEhEVEbTUDho0SE6fPq1yb8uUKVPgZR4+fNia1+uMxWJRP5FiMGDAAIevad68uc3vWMcaNWrk+f5oMf7xxx/V/9EijQ5qyN+tVKmSaq0mIipqDG6JiIrIHXfcoXJbkRM7f/58h69BQPnbb7+pQNHYert3717r80abNm1SQ4lVrVrV6fuiZRXLQmsxWo/zgjzef/75R2688cY8X4sUCuMyb775ZomJiZElS5YwuCUir2DOLRFREcFt/vfff1914EL+q7MxcRGETp8+3aYcoxZgpAN9tAXA8GIYVQGjK+QVgKKzGfJud+7c6TBtwej7779X+cHXXXddPrfwSn6v/p5ERN7AllsioiLkLC1Ah6C3W7duanQDpBy0aNFCli5dqgJO3O7XR0pYu3atvPjiiyoIRcvs559/bl3G/v371U+UobU4IiJCXnvtNRUIt2vXTqVGNG7cWM6dO6c6kqGlGP9HLvDYsWPlvffek44dO8oNN9yQ5/YgEEcrLaC1ec6cOSoP9/bbby/gJ0VE5B4Gt0REPiQ4OFgNBzZmzBiVuoBgEfm0r7/+uuqopfvggw9k1apV6v+vvPKKw2Vh6K5Dhw6p4BYTN2zYsEEmTJgg3377rQpgMSQYJnKYPHmyen1SUpJ6z//7v/+T8ePHq3XJC0ZI0FuT0TJdv359+eyzz1R6AhGRNwRpjqa8ISIin4bZwWDu3LlOX4M0BgS3uXU2IyIKNMy5JSIiIqKAwbQEIiI/hJzYvNx///0ujVVLRBRImJZARERERAGDaQlEREREFDAY3BIRERFRwGBwS0REREQBg8EtEREREQUMBrdEREREFDAY3BIRERFRwGBwS0REREQBg8EtEREREQUMBrdEREREJIHi/wFuclaQbiABtAAAAABJRU5ErkJggg==", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Визуализация результатов\n", + "# Словарь для хранения результатов\n", + "metrics = {'Model': [], 'MAE': [], 'MSE': [], 'RMSE': [], 'MAPE': [], 'R2': []}\n", + "\n", + "# Оценка каждой модели\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " metrics['Model'].append(name)\n", + " for key in results:\n", + " metrics[key].append(results[key])\n", + "\n", + "# Преобразование в DataFrame\n", + "metrics_df = pd.DataFrame(metrics)\n", + "metrics_df.set_index('Model', inplace=True)\n", + "\n", + "# Названия метрик и их описания для графиков\n", + "metric_labels = {\n", + " 'MAE': 'Средняя абсолютная ошибка (MAE)',\n", + " 'MSE': 'Среднеквадратическая ошибка (MSE)',\n", + " 'RMSE': 'Корень из MSE (RMSE)',\n", + " 'MAPE': 'Средняя абсолютная процентная ошибка (MAPE)',\n", + " 'R2': 'Коэффициент детерминации (R²)'\n", + "}\n", + "\n", + "# Отображение каждого графика отдельно\n", + "for metric in metrics_df.columns:\n", + " plt.figure(figsize=(8, 5))\n", + " sns.barplot(\n", + " x=metrics_df.index, \n", + " y=metrics_df[metric], \n", + " hue=metrics_df.index, # Добавляем hue\n", + " palette='viridis', \n", + " edgecolor='black',\n", + " legend=False # Отключаем легенду, так как цвета соответствуют x\n", + " )\n", + " plt.title(f'Сравнение моделей по {metric_labels[metric]}', fontsize=14)\n", + " plt.xlabel(\"Модель\", fontsize=12)\n", + " plt.ylabel(metric_labels[metric], fontsize=12)\n", + " plt.xticks(rotation=45)\n", + " plt.grid(axis='y', linestyle='--', alpha=0.7)\n", + " plt.show()\n", + "\n", + "\n", + "# Визуализация фактических vs предсказанных значений для лучшей модели (по R²)\n", + "best_model_name = metrics_df.sort_values(by='R2', ascending=False).index[0]\n", + "best_model = models[best_model_name]\n", + "\n", + "y_pred_best = best_model.predict(X_test)\n", + "\n", + "plt.figure(figsize=(8, 8))\n", + "sns.scatterplot(x=y_test, y=y_pred_best, alpha=0.6)\n", + "plt.plot([min(y_test), max(y_test)], [min(y_test), max(y_test)], '--r', label=\"Идеальное предсказание\")\n", + "plt.xlabel(\"Фактические значения\", fontsize=12)\n", + "plt.ylabel(\"Предсказанные значения\", fontsize=12)\n", + "plt.title(f\"Фактические vs. Предсказанные ({best_model_name})\", fontsize=14)\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа №4\n", + "df = df.drop(columns=[\"Altimeter\"])\n", + "df = df.drop(columns=[\"Temp_Cloud\"])\n", + "y = df[\"Solar energy\"]\n", + "X = df.drop(columns=[\"Solar energy\"])\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best KNN: {'metric': 'euclidean', 'n_neighbors': 9, 'weights': 'uniform'} Best R²: 0.6196716650088704\n", + "Best Decision Tree: {'max_depth': 5, 'min_samples_leaf': 5, 'min_samples_split': 2} Best R²: 0.5323934678992611\n", + "Best Random Forest: {'max_depth': 5, 'min_samples_split': 5, 'n_estimators': 300} Best R²: 0.6170520486671887\n", + "Best CatBoost: {'learning_rate': 0.1, 'iterations': 100, 'depth': 4} Best R²: 0.6338589386177222\n", + "Best MLP: {'hidden_layer_sizes': (50, 50), 'alpha': 0.0001, 'activation': 'relu'} Best R²: 0.599421448322674\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Cyber\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\sklearn\\neural_network\\_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (5500) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "# Knn\n", + "\n", + "knn_params = {\n", + "\n", + " 'n_neighbors': [3, 5, 7, 9],\n", + "\n", + " 'weights': ['uniform', 'distance'],\n", + "\n", + " 'metric': ['euclidean', 'manhattan']\n", + "\n", + "}\n", + "\n", + "knn_grid = GridSearchCV(KNeighborsRegressor(), knn_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "knn_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best KNN:\", knn_grid.best_params_, \"Best R²:\", knn_grid.best_score_)\n", + "\n", + "# Дерево решений\n", + "\n", + "dt_params = {\n", + "\n", + " 'max_depth': [3, 5, 10, 15],\n", + "\n", + " 'min_samples_split': [2, 5, 10],\n", + "\n", + " 'min_samples_leaf': [1, 2, 5]\n", + "\n", + "}\n", + "\n", + "dt_grid = GridSearchCV(DecisionTreeRegressor(random_state=42), dt_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "dt_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best Decision Tree:\", dt_grid.best_params_, \"Best R²:\", dt_grid.best_score_)\n", + "\n", + "# Случайный лес\n", + "\n", + "rf_params = {\n", + "\n", + " 'n_estimators': [100, 200, 300],\n", + "\n", + " 'max_depth': [5, 10, 15],\n", + "\n", + " 'min_samples_split': [2, 5, 10]\n", + "\n", + "}\n", + "\n", + "rf_grid = GridSearchCV(RandomForestRegressor(random_state=42), rf_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "rf_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best Random Forest:\", rf_grid.best_params_, \"Best R²:\", rf_grid.best_score_)\n", + "\n", + "# Градиентный бустинг\n", + "\n", + "cat_params = {\n", + "\n", + " 'iterations': [100, 500, 1000],\n", + "\n", + " 'learning_rate': [0.01, 0.05, 0.1],\n", + "\n", + " 'depth': [4, 6, 8]\n", + "\n", + "}\n", + "\n", + "cat_grid = RandomizedSearchCV(CatBoostRegressor(verbose=0, random_state=42), cat_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "\n", + "cat_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best CatBoost:\", cat_grid.best_params_, \"Best R²:\", cat_grid.best_score_)\n", + "\n", + "# Нейронная сеть\n", + "\n", + "mlp_params = {\n", + "\n", + " 'hidden_layer_sizes': [(50,), (100,), (50, 50)],\n", + "\n", + " 'activation': ['relu', 'tanh'],\n", + "\n", + " 'alpha': [0.0001, 0.001, 0.01]\n", + "\n", + "}\n", + "\n", + "mlp_grid = RandomizedSearchCV(MLPRegressor(max_iter=5500, random_state=42), mlp_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "\n", + "mlp_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best MLP:\", mlp_grid.best_params_, \"Best R²:\", mlp_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "KNN Evaluation: {'MAE': 5835.405381944443, 'MSE': 53740114.38589892, 'RMSE': 7330.764925019688, 'MAPE': 58.5663284098924, 'R2': 0.510450678186804}\n", + "Decision Tree Evaluation: {'MAE': 6493.928590268865, 'MSE': 72835368.32960889, 'RMSE': 8534.36396749101, 'MAPE': 68.515974630844, 'R2': 0.33650112998028125}\n", + "Random Forest Evaluation: {'MAE': 5927.2095759407, 'MSE': 57188428.24294427, 'RMSE': 7562.303104408356, 'MAPE': 58.97246896919571, 'R2': 0.479038022493638}\n", + "CatBoost Evaluation: {'MAE': 5708.566704537767, 'MSE': 54062158.898487434, 'RMSE': 7352.697389291051, 'MAPE': 54.82158845379628, 'R2': 0.5075169912281335}\n", + "MLP Evaluation: {'MAE': 5403.654458672114, 'MSE': 49374911.407011606, 'RMSE': 7026.72835728062, 'MAPE': 48.65273384254829, 'R2': 0.5502157993130061}\n" + ] + } + ], + "source": [ + "knn_best = knn_grid.best_estimator_\n", + "dt_best = dt_grid.best_estimator_\n", + "rf_best = rf_grid.best_estimator_\n", + "cat_best = cat_grid.best_estimator_\n", + "mlp_best = mlp_grid.best_estimator_\n", + "def evaluate_model(model, X_test, y_test):\n", + " y_pred = model.predict(X_test)\n", + " mae = mean_absolute_error(y_test, y_pred)\n", + " mse = mean_squared_error(y_test, y_pred)\n", + " rmse = np.sqrt(mse)\n", + " mape = np.mean(np.abs((y_test - y_pred) / y_test)) * 100\n", + " r2 = r2_score(y_test, y_pred)\n", + " return {'MAE': mae, 'MSE': mse, 'RMSE': rmse, 'MAPE': mape, 'R2': r2}\n", + "\n", + "models = {'KNN': knn_best, 'Decision Tree': dt_best, 'Random Forest': rf_best, 'CatBoost': cat_best, 'MLP': mlp_best}\n", + "\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " print(f\"{name} Evaluation: {results}\")\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Actual KNN Decision Tree Random Forest CatBoost \\\n", + "260 9249 24074.888889 26815.812500 25768.694948 25136.946444 \n", + "228 11245 19285.777778 23850.414634 22524.888923 20370.718004 \n", + "31 2916 4161.888889 3486.750000 3462.178747 3128.298079 \n", + "507 8129 14797.444444 12647.027778 15647.825285 14103.725094 \n", + "503 10744 24951.444444 26815.812500 25113.700365 26388.280868 \n", + "30 30943 25991.777778 26815.812500 22591.931292 19366.311374 \n", + "628 14594 26105.111111 31328.469799 28806.278784 28205.086606 \n", + "110 34548 31463.888889 26815.812500 29959.243568 31053.634828 \n", + "247 22642 28322.888889 26815.812500 27137.551359 26661.529619 \n", + "522 10177 27936.111111 23850.414634 23569.592880 25334.143360 \n", + "\n", + " MLP \n", + "260 23255.574334 \n", + "228 18284.454881 \n", + "31 2725.817998 \n", + "507 17314.817231 \n", + "503 22941.544811 \n", + "30 21864.073956 \n", + "628 27500.037509 \n", + "110 32879.829027 \n", + "247 24398.662725 \n", + "522 23931.468675 \n" + ] + }, + { + "data": { + "image/png": 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CDTfcEHjN5XLh6quvRlpaGuLj43HqqaeisrKyxftKSkpw3HHHwWq1IjMzEzfffDN8Pl+LZZYsWYJp06bBZDJh5MiReOWVV/b7/qeeegqFhYUwm82YNWsWli9fHsFfyzAMwzAMwzAMwzCDTPyvWLECzz33HCZPntzi9RtvvBGffvop3nvvPfz4449SO71TTjkl8H+/3y8Jf4/Hg2XLluHVV1+VhP0dd9wRWGb37t3SMgsWLMDatWsl48Kll16Kr7/+OrDMO++8g5tuugl33nknVq9ejSlTpuCoo45CVVVVlLYAwzAMwzAMwzAMw0QOjSiKYl+ugM1mk7zyTz/9NO69915MnToVjz/+OBobG5GRkYE333wTp512mrTs1q1bMW7cOPz666+YPXs2vvzySyxatEgyCmRlZUnLPPvss/jzn/+M6upqGI1G6fHnn3+OjRs3Br7zrLPOQkNDA7766ivpOXn6Z86ciSeffFJ6LgiC1C7h2muvxa233hp2i4WkpCRpvbnaP8MwDMMwDMMwDBNpuqJD+9zzT2H95Jk//PDDW7y+atUqeL3eFq+PHTsWQ4cOlcQ/QfeTJk0KCH+CPPa0ATZt2hRYpvVn0zLqZ1DUAH1X6DJarVZ6ri7TFm63W/qe0BvDMAzDMAzDMAzDxCL6vvzyt99+Wwqzp7D/1lRUVEie++Tk5Bavk9Cn/6nLhAp/9f/q/zpahsS60+lEfX29lD7Q1jIUadAe999/P/7+9793+TczDMMwDMMwDMMwTLTpM89/aWkprr/+erzxxhtSkb3+xm233SaFVqg3+j0MwzAMwzAMwzAME4v0mfinUHsqqEf5/nq9XrpRUb9//etf0mPyvFNIPuXmh0LV/rOzs6XHdN+6+r/6vLNlKB/CYrEgPT0dOp2uzWXUz2gL6hxAnxF6YxiGYRiGYRiGYZhYpM/E/8KFC7FhwwapAr96mzFjBs4999zAY4PBgO+++y7wnm3btkmt/ebMmSM9p3v6jNCq/IsXL5aE+Pjx4wPLhH6Guoz6GZRaMH369BbLUME/eq4uwzAMwzAMwzAMwzD9mT7L+U9ISMDEiRNbvBYXF4e0tLTA63/4wx+kFnypqamSoKfq+yTIqdI/ceSRR0oi//zzz8c///lPKb//9ttvl4oIkmeeuPLKK6Uq/rfccgsuueQSfP/993j33XelDgAq9B0XXnihZHA48MADpW4DdrsdF198cVS3CcMwDMMwDMMwDMMMuIJ/nfHYY49JlfdPPfVUqbo+VemnloAqFK7/2Wef4aqrrpKMAmQ8IBF/9913B5YZNmyYJPRvvPFGPPHEE8jPz8cLL7wgfZbKmWeeKbUGvOOOOyQDArUbpDaArYsAMgzDMAzDMAzDMEx/RCOKotjXKzHY+isyDMMwDMMwDMMwTDR1aJ/l/DMMwzAMwzAMwzAMEx1Y/DMMwzAMwzAMwzDMAIfFP8MwDMMwDMMwTBSg4uM33HADioqK+npVmEFITBf8YxiGYRiGYRiGGQj4/X6cddZZUqHxyspKvPXWW329Sswggz3/DMMwDMMwDMMwEaa5uVkS/kRpaWlfrw4zCGHxzzAMwzAMwzAME2FsNlvgsc/n69N1YQYnLP4ZhmEYhmEYhmEiDIt/pq9h8c8wDMMwDMMwDBNF8e/1evt0XZjBCYt/hmEYhmEYhmGYCGO32wOP2fPP9AUs/hmGYRiGYRiGYSIMh/0zfQ2Lf4ZhGIZhGIZhmAjD4p/pa1j8MwzD9AFOmweCIPb1ajAMwzAMEyU455/pa1j8MwzDRJn6Cjte+tNSfP7Uur5eFYZhGIZhogR7/pm+hsU/wzBMlCnf0SDdl2yq6+tVYRiGYRgmSrD4Z/oaFv8MwzBRxqWTRb+g4ZA/hmEYhhkssPhn+hoW/wzDMFHmpf++ID8QdNhdtLuvV4dhGIZhmCiJ/7SEbMyfeAo0IsswJvrwUccwDBNl9paVSfdajRZle/b19eowDMNEjdq9Nqz6qhh+r9DXq8IwfSL+T5h1KU6bezVGZ0/v69VhBiH6vl4BhhkoOBwO6HQ6mEymvl4VJsbJ0U8KPK6rbuzTdWEYhokmb9+zXLr3eQXMOn54X68Ow0Rd/GcZE6THIjf8YfoA9vwzTC9QVFSE3NxcDBkyBFVVVX29OkyM4/cGR/z6mqY+XReGYZi+oH6fva9XgWH6RPybDBbpsdNth8gWACbKsPhnmF7gk08+QWNjI6qrq/H555/39eowMYw00Pt1gefNzc19uj4MwzDRZPzcHOk+PT++r1eFYfpE/KfEZ0iPdVo9BIHTX5jowuKfYXqBhga5dRtRU1PTp+vCxP7Ab9SZpcevfn8/6t3lfb1KDMMwUcNkNUj3LgdXOmcGq/jPlB7PHnM0vF7u+sNEFxb/DNMLkNdfpba2tk/XhYltKC3EYoyTHrs8DtTX1/f1KjEMw0QNU5xcbsrN4p8Z5K3+/IKX2/0xUYfFP8P0svhnzz/TEZQaYg6IfzuLf4ZhBhW//a9Iut+9trqvV4Vh+lT8+/ws/pnow+KfYXoB9vwz3fH8X3/Co8jwTejrVWIYhok6BnOw9gnDDBYcdkfgsU/wsfhnog6Lf4bpBdjzz3RF/K/a9UPgudbPrSEZhhk8JGXIlc6PvIQNn8zggor7kef/923fSM+9PheLfybqsPhnmF6APf9MV8L+P/z1GanYH6EV5eJXDMMwgwFBkFubaXSavl4VhokqTqcTgiigsqFEeq7R6LjgHxN1WPwzTC/Ann+mK55/wu5qku71Gvb8MwwzeBD8svjX6XgKygzOfH8K9yf0Wj17/pmow1dehull8V9XV8d9W5l2qa6qRpwpUSr2Rxh1cggswzDMYMDtkD2d796/AoKfx0pm8LX5O27M4dJzb/UmFv9M1JH7rTAM02vi3+/3S89TUlL6dJ2Y6EEV+8Pd3+5GDR686KPAc6sxAW63GyYTRwAwDDPw0WqVcH8RcDt9sMQb+3qVGCZq4j89IQem1JGw2itwcvN6Fv9M1GHPP8P0EBJudAuF8/4HD3/84x+RmpqKu+66K6zlbU1ypd8mR510bzZaUVstP2aY3qR8ZwMaKoOVpRkmFsgZlRx47Laz8GEGl/g3GeRoP53fDY8ocs4/E3VY/DNML3r9VTjvf/Dw5ptvSvcvv/xyWMs7bbKhqM5WhaqGMhRXbkENi3+mlyHR/9HDq/HGnb/19aowTAsWXT0F8SlypBN5/hlmMIp/QauHW2dlzz8TdVj8M0wPYfE/uKHqvUR5eXmntR5EUYTH6ZcepwtufPHJlXj4f9fA5tz/GGKYnlBTJheWYphYxGQ1tMj/Z5jBIv6Nivi3x+ehcuofWfwzUYfFP8NEQPxz2P/ggMS+x+ORHtMA3pnRp6GhAUadWXo8XOvHf4cWBGoGMExvQoYmholVTFa55JTbwcKHGWyef3kOQNQK8tyBYaIJi3+G6SHs+R+8qMJfZe/evR0uX11dDbMxTnqs8zmx0iHnY7P4ZyIJGwJiHyoUOxgQBBEv/ulnlO9okJ6z+GcGm/g3G6yB5zqdnnP+majD4p9hegh7/gcvrQs9Uuh/R1RVVcFiksW/3u9E3diz8Pdz3kD9bm53xfQucUkmaDRAaq58vDGxy4033oikpCS88sorGOiIfhEumyx2dHqegjKDN+efMOuM7Plnog5feRmmh7Dnf/DSWvx35vkn8V9WswtNJUuR2FwCr96KtIRsOJtaRhAwTE/JHZWMPz5zGM6+YxY0ZAVgYhKa+P/73/+G3W7Hww8/jMHg+Vf5w6PzMPGQvD5dH4aJJnSe/7L+fYza8a70PNVgYvHPRB0W/wzTQ9jzP3jpqvinsP+VO7+Dc9XTyKpahdEa2QPmdgyOkF+GYVrS1NQUCPnfvn37gA8BFvzBKCetlo1SzODz/Ou8zUhs2iM912j1LP6ZqMPin2F6YfLWGvb8Dw5cLleXw/6JZJ1Outf77NK9z8052Uzvs/KL3fjtf7u4nVo/MR6T8N+1axcGi+efxT8zGMW/VauFVpSvySz+mb6AxT/D9BD2/A9euhP2T8V+kvRymyuDVxb/opcnwUzvsn15BX7/ZDdWfbWH26nFMNQBJJTNmzdjICP4g+L/f4+twQ9vbO3T9WGYaIv/aaOPRHnOXCQ2FUMo/33AR/swsQeLf4bpIZzzP3jpTtj//538JFzHvoT6pJEw+ORq/xpBbnvFML2FozlYR0LwcWRJfxk/tmzZgsEi/qnif/We5j5dH4aJtvifMOoo7M07BAUlXwOb32LPPxN1WPwzTC9O3tLT0wOef26vNfDpVrV/pdWfZeyIgOdfB2ME15IZjDh37g489vu4m0R/Ef8D3fNPof6ZBQmB5xyVwgw28W9Uqv3r/G4YNBoW/0zUYfHPML04eRs+fLh0TxfztmoBMANb/FPER+vX2hP/1iQLjJ4mOJv3oa5ZrgXAML2FzxGsR8HiP3YZbGH/cckmnH7bTJx95yzpudvBwocZnOJfIwrQGyws/pmow+KfYXpJ/FM7rcLCwsDrHPo/+Ar+deb9r6mpDfT4FffuQby9HEVfX4/nv/lbRNeTGXz4fW2HWjOx7fnfunVroPr/QMZklVOdqBilGFIEkGEGuvjX6+U5wJqpN8B71LPweDj6hYkuLP4ZppcmbwkJCcjMzAy8zkX/Bj5tefnbE/80obc3OYPPN6+T7hO1OjidzjYNCQzTXQRtsI6E38ue//4i/uk6UFxcjIGO2SoXPYUIeFzs+WQGj/iHztTiNZ934Bv7mNiCq0wxTC9N3pKSkpCWlhZ4nT3/g1P8t1f0r66uDkadWXqs9Xug1etw79BCvLdNrnZdX1+PnJycCK8xM1gQtCSuZFHlD+mtzsR+wVgq+jdixAgMRGrKbPj86XVISDFDb9DC5xWk0H+TagxgmAGM3e6A0SDPA1T8LP6ZweT5f+aZZzB58mQkJiZKtzlz5uDLL78M/H/+/PlSKHXo7corr2zxGSUlJTjuuONgtVolr+vNN9+8X/7MkiVLMG3aNJhMJowcORKvvPLKfuvy1FNPSSHbZrMZs2bNwvLlyyP4y5mBKv7Vgn8Ee/4HPl3x/FOlfzXfX+9zwlgwFIaMDFx+7AO4+5w3UbqD8/6Z3iN+eJ50P35uDrKHJ/X16jBh5vwP9Lx/n8cPW50btgY3LIlGWBIM8HpY/DCDg7aiXHw+Pv6ZQeT5z8/PxwMPPIBRo0ZJldFfffVVnHjiiVizZg0mTJggLXPZZZfh7rvvDryHRH5oGC0J/+zsbCxbtgz79u3DBRdcAIPBgPvuu09aZvfu3dIyZDR444038N133+HSSy+VPGxHHXWUtMw777yDm266Cc8++6wk/B9//HHpf9u2bWsRxs0wraH+rBSy3Zb4Z8//wKcrnn8q9ufxubG3+CfMNGqhT05BSkoK4hwZSE3IQl0VF4hkeo/ZJ47AxNRyiN590Gv7lxeZPN80Lp977rnS/GCwef4HsvgXlPx+rU6D8+6e09erwzBRw+PxwOFsxvKv/oRFqZmomvknQEPRLyz+mUHk+T/++ONx7LHHSoP76NGj8Y9//APx8fH47bffWoh9EvfqjSIEVL755htpkHz99dcxdepUHHPMMbjnnnskLz6dZAQJ+mHDhuGRRx7BuHHjcM011+C0007DY489FvicRx99VDIyXHzxxRg/frz0Hvrel156qcNJP1VzD70xg4/QiVvrsH/2/A982srT70j8VzftRdHvT2Ds9rfgt9uxoKgIyYL8GY11toivLzO4KL3yKpT98Wr46/f3LscyZMT/+9//LhnqBzqDTfyLSvFJavnHMIMt318QBUzyVGKiYw+0ghwFwOKfGbQF/8iL//bbb8Nut0vh/yrkrSdv6sSJE3HbbbfB4XAE/vfrr79i0qRJyMrKCrxGHnsS4ps2bQosc/jhh7f4LlqGXifISLBq1aoWy2i1Wum5ukxb3H///ZLYU29DhgzppS3B9Gfxz57/wUVXw/6JZK1OutdotRi1bTsyFfFvawxe2ximpzR89D9Up0xE8dCjUF3ajP7E9u3bpfuNGzdisIT9h3aLIfFP0ZAD3fPPMIOu2B+1u9TK0ksjyqKfW7Eyg078b9iwQfL2Uz4+heZ/9NFHkvedOOeccySv/g8//CAJ/9deew3nnXde4L0VFRUthD+hPqf/dbQMGQgoXJsEGhke2lpG/Yy2oPUh4afeSktLe2FrMP0N9vxHHjpPKV0nFqvhdzXsX681IFkvF7YyFhRI9xafXbp3NMnRSgzTGyxbIWLDxMtRNPwEVJX0n6gSEr3qJJmKYA70tnfqGEJRjeTkIMgJMlDnFGrbSa1Oi3XfleKjR1Zj66/7MFhxrl0LzwDd10xL6LqWlpAN/chFqMicgYyadUiqWA6fn8d+ZpCJ/zFjxmDt2rX4/fffcdVVV+HCCy8MhLxdfvnlkpeevPuU+/ff//5XMg7s2rWrr1dbMlaohQrVGzP4GCief6pEH6vQNYEicc4++2z0F/HflteOxP9hU07HkJPfwOZjb0fi8Yuk180+uWaE28G9fpneo8kZ0urP039aqdE5JQiyJ4zOo7YK4g3UgrGUmhha92Age/41Wg2aapwo39GA+srBGfXkKS5G8VlnY9cRR/b1qjBREv/ZKQXwjD0dpfmHYfzW1zBy00vwiD0//qmw+a233tpu5CHDxJT4NxqNUgX+6dOnS6H0U6ZMwRNPPNHmslSMj9i5c6d0TzUAKisrWyyjPqf/dbQMiXWLxSKJNZ1O1+Yy6mcwTLjin2pFUMeI/iT+qTgmRSxQ3YtYhAY1gop6xrL4J4OgGqnQVh5vaLV/68SxiJ8/H6JWC71P9nJ6nBz6x/QeoQ5zfz+qpk5e71AGegSVatxITk4ORD0O5Lx/vVGLlJw4JKWbYbLKBipq9TcYcW3d1terwERZ/JsMFumxzi/PHQwajVQ4uifQ+0855RQ8+OCDuOGGG3plXZmBTZ+L/9aQxb8tbxpBEQKE2gubagNQ2gB51FQWL14sCXt1EKVlKGQ4FFpGrStAxgcyPIQuQ+tAz0NrDzB9S3NzM2bPni21bIwlUd1a/BOq97+/TFrfeust6f7NN99ErEGePwr9JXo6QEaC0FQEKizaUeg/XadU8Z+UkiC3L42Lg8ndiPqmvXC4uWgo03v4BU2/9PwPJvFPcx11vkPjx2AQ/0PGpiLlwDp8veVlOD3yvvYM0qgn4/DgmMEMEvGvl8W/3i/PHfRStX9fj+fH6jzp66+/HvCpUkw/F/+UN//TTz+huLhYEvH0nLx8FOJPof1UuZ+K8dH/P/nkE6kC8CGHHILJkydL7z/yyCOlwfL888/HunXrpIP+9ttvx9VXXx3wwlEdgaKiItxyyy3YunUrnn76abz77ru48cYbA+tBbf7+85//SK0GKdSO0g9oAkLV/5nY4LPPPpNSQ6gN5AcffIBYFv9q3j8ZKfpD0SZ18ql2yIglqMCnz+eLWfEfaqgMR/ybFfFvsNVDcLmgTUxETuVyfPS/K7CuanGU1pppi/5wrnYFJXJewt+P+kgPJvHfevwIDfsfqOKfIqPOPPNMqcvSl998Nqg9//qUFPmBUgCOGVye/2+n/RlLFzwFoze5R5+rzpEIqmdGeohhOqJPrzg0GSZBT3n/CxcuxIoVKyQBf8QRR0ge+W+//VYS+GPHjsX//d//4dRTT8Wnn34aeD+F65MopHvy0lMxQPq8u+++u8WE/PPPP5e8/ZRSQC3/XnjhBamWgAoNRA8//DDuuOMOqWUgRRh89dVX+xUBZPqO0FaKsZSf3pHnn8SqWrgqllFFPw0gsSaAVGt2fxD/w4cPDzxuK+8uNOy/6cXn4C0vhyFFHvSTtLoWv5WJLtRpJjU1VRpnBgp+MWR4j5evTf2BwST+Q+sZUNh/QkJCoHPQQK34T2MmeSqJvRUl0r1rkIp/jcEQsNSJ7K0dVOJ/d0YK9irzB7UIZndpPTcipyrDdESwIlAf8OKLL7b7PxoAf/zxx04/o6CgAF988UWHy8yfP1/yGHfENddcI92Y2CRUZKkTh1gX/6r3nyZ0sUyox58MAAZ1QhIDhAriWIxMaE/8t/b80+BMRitV/Ot9TuiSkzHk3//G8NGjsc9uwxgW/33Gv//9b0mIUb2ZBx54IKbOge4iQG4pKWGSJ5z9gcEk/tsaPyiakSr90/FIHYfUNMeBwp71dfjrGS9hW9kqNNprBnWxU19ICqPo9UKjCzlnmQEt/sU4E3zV8lxW6KHdp7X4J+3Euf9MR3CsEdMvCM2tjnXx39/a/YWK6ljzrod6xsgLFmu5bOF6/tU6FXHGeOle73dCl5gIQ04OzBl5+NOpz+LsaX8bkJ6+/oBa8JWOL0o1GQjEZcnXo1nnDMHkBfnoL7SOlor0NbS5zoWasuaYEv8DueK/s9mDnJQCHJdZCH1zHbQ6DbTaYH2KwYR7566283SYAS/+zRYD9KI8nxF9Qq97/tWOKQwTc55/hhlI4l9t99jv2v0NmYrMBfPgKlkXc+K/dSg8rR+l+cTicdmR559C/onyivUYL9phMfig0cuX3/jEOAxJHyU99rj8MFn4shxtQlOJSPyrQqw/c+ifhuCyZ4/Czz+IeG3MDwD6h/c/2p7///5F7iJywX0HISFV7tTSF+MHhf0TrfP+D5x7iPQ43jQwrgs+RejEaYAFdcW48sn5UvHTQYkobwvrzJnQWq19vTZMFMT/2k0fYmL9BkyeMwFppvEg94bB6++1nH91PNu0aZPUJp1h2oI9/0y/oD+F/fc3z79oSYVlxAwYMobtN4j0Na17fMda6H/ocTl06FBolcJNrcW/2pFkzcrnMWXD00i0yEYW+6+/4lKNCL9P/pzG2tivETHQIG9/6HE2UDz/G6o34NzvBdz5lgD7L7+gv9BXYf+1e6N/7oUed215/jds3ooT/r0Uhz28BI5+1LGhI9QxRiP68ZPTMXiFvxLq3yL3nxnw4t/orMXp/gpkrvtBOgckhN7N+Sc475/pCBb/TL+APf+Rw+eRt61Gp+8Xnv9YFf9xcXGBIqGtw/5Vz3+KErWgTUrC+ur12PLrFzjM6YTGKwuPmsrYKWY5WKBjLDTdorX47K+k3v8KRldmozRvPkr39R+BFU3xL4RMunU6bUwYj0M9/6uqBBTV2FHV7MaWfQOjFahP8XKS8LGHjOuDWvwbjRH/rrKyMvzrX/9CSYlcZJHpG/EfpzgI7EaB4v3lf/Ryzj8RTs00ZvDC4p/pF8S6+I+Pjw+Eo4d6/mNd/JPX05gve5pMeWNjTlz3F/FP3iu9Xo/c3FzpORXqCo2iUD3/yXrZw+NLsODcL87Fm+WfSM+1Xlnw1Fa2jHQYDFA0B7Vh7Stai8uB4Pl32b3Y5lmE5TNvx45Rp6Nob//xLEZT/IeaRPTG2BD/1HUiOztbelzyq9wKj9haETvjXk/wK2H/JP5tLhe+e3UzPnpkNRoq+/9511VEJZLNtmQJ3EW7I/pdF110Ea6//nqpIxbTPXqaR0/if8zwBSjLnQebNQUWxx6k16yH11MfEfHPNYSY9mDxz/QLYl38h+YIh3r+Yz3sn4SXdfRB0mN9YmbMiev+EvZvNpslA0BeXl5gkqAWkVPFf0p8Jhac+T5+XPAYTMcfLb3eYJQNBHpF/DfUxs6xHQ1ocnLIIYdI3s6HHnqoT9ZhIIp/n8ePJnNu8HkPW0kNWPGv1aAZ8jWltM7R563+VNTQ/+ryUpw/Q672v23AiH/V8y/gufwhKN/ZgPIdDbA3BqOoBpvnX34c2bGN6kcQlAvOdJ3rbv4LMg88Di+/+lqPxP+4CSdj++iz4InPR1bF15i88Tk0Ne/o0bq1la5Jc45t27b16HOZgQuLf6ZfEKs5/01NTfuJ//7k+ZfEdEjOZayJ/1j3/KtGKZPJJN2r4r916D+F/att/rQmE55KlVuP2pX6YkZF/Dc39H/h2VXj2e+//y49/uqrr/pkHQak+Pe29FD5Wfy3G/ZfWLsNcba9aCorQyx4/lvn/Vu99QPK8w+dAJ2zFgYl1UmnlYWL2zEwahp0x/Pf+nEk51Chcykm/AjJ96syEH/4NXjo6609urYZlGr/bp0LPrV2cQ9rLYXOiywWy4DJ+/e6/dj0895BaRiMNCz+mX5BLHr+ydqqTlT7q+efBg2NRhuz4rq15z/W1k+dSKniXw37b130j6zwZkX8G616VNrlqACbRTa8WN11qGoog8M1MPLNu3Nehz6OJq3P0YGQ86+GVquIQv/N+afjwul0RuS7qmvsSK3bgoKSr3FAmjtmxH/eqInIPv9RxE04DHk/fooTd/2MbfuaBkQYb/IIAalLbsaI3XJKg87nHLTiP37hwjajACI5VvXVdbY/Q04eY85o6bEje2qPPP96vWzxd+ocAfGv6UXxP2/evAGT9//rR7uw5I1t+N+jsrOE6T1Y/DP9UvzHwiRI9fq3nrhR4TdVDPYLz38IsVbtv7XnP1bD/tvy/LcW/6rn36QV0Fi3r4Xnf1zR/3D3OxfCbmzZJWCgEwviP7TN30Dx/Ptbef5DC9vFOjRBbk2kjKiVxbXYMeoM7Bp+EiyJ8YiVsP9S0zCYckfjzylJmLnka1y54WNcWLcWDk/LymDNdS4I/v7Vz5uEypkle/CDsp+1Hvne7Ygtw240MA0bBuPIEdJj0RMd8U/bn3vAd3+uJxrMPbq26RTxn5OSi5WTT8F3hzyOpIwFvSb+Z82aBavSNpLEv88v4NVlxXjh5yK4lZSb/kLRGrlW0mCsBxJpWPwz/YJQYUACNRZC19rz2lDutxr6H+uefxLTzmLZqlrz6cMx51mP9bD/jjz/7YX9izs2I3uT4vlX5hEGjQYWjWa/3zvQCT2PY8XzPxDEv8/V6jyJS0B/oa3Ii0hdR21+2fWm83ugUapw98UYQsVC1XBdl9ePn/fJ4mxrZXFg2WN/fgf68tLA89KtdfjvX5ZJnrH+hGpgLlEMuVpHw6D1/BMagzHinn8S+6GG/ViYP/Un6Dy1b1oiPfY3VXfb+WS32aFVxH/FCVOwM1cLjdYAh0aN/+8eofuWhP9BBx0UcEDsKtqNOz/ZhHs/3wKHu3+J/xYVWZlehcU/0y9oPVjFQuh/e+I/NPSfPP+xEKXQkfjXaPXSY9HvjTlx3V/C/qngX2eefzXsX+9zosGk5LkagJdumIp5O3fAJYos/vuAASn+nS0jZLw6+RzvD0RT/Dfb5OuJIy4bq9fW92nBWLXf/f/W7EWTyw+huRpv7lyHS+w2WGfPhuh0ovzPtwZE4tJ35SJhW5bJUUT9hbptGvzp5KfgHnKI9Fxnk7e72zn4xL9zw0a4t2yJuPhvHTHHof9d9/zbNn4rPRY8rm7PPz3u4DGuyUmGX6M8F3umckPnRWRIPPTQQwPP//fdL8Hl+lnEx8Q4uQOGWej/qXixBot/pl/QerCKdfGvev5J3MSymJDEv17xPPhiT/zHeth/OAX/6BigyYPq+acc12arPNj/+cBbcdD0M5CYPga3nPos0u0HYDARC2H/AzHnX2M2QTB5UWfZh8/HPoNxpwRDymOdaIp/qy44Bapt9vWZcVMN+fe7XKh/6J9IdNuRWruBijXgt7IyJPzlNmgTE+Favx41zzwrLWuyyAadA48fhv4E1TYtzByLI9KHSM8NzbXQajUQ+1FRyt6i8aMPA491CfFRc56EPv9ywz5UNrlQXGPHkm1ymDWz/1zPW1uKhqVvoun39/dzSoRbNFBQpleCKOBf6x6H3q90++lF8W8wGFqI/99XrelW1xcqtle1p2/rjIgr5YKFWtf+qWBMz2Dxz/QL+pv4Dy36F8t5/zRoNK38GILHifjJR8SU+Kd1aS0EYmn9KNROzZ1UxT9N4tUoANXzTyH/RF1zJVJrNyHBVoZmCzAxbSLOG38e5hbMlYouDkkfBRMSMZhgz39kGDI2FXtP+wFfj7ofJscWWMX+4x2OpvhPLC8JPHZlBg130YAm1aGef8HhwKaLLsP8Dd/hruWvYHpy8Hz4dEclnpx8ivS49sUX4a2qRm25vJ0KJwXHmv6A2nmCWv0Rqe4NuPKp+Tj0nDEYbDTa5OP6rUO1sM6cGTXxr15rSfRf/85azLrvO8x/eAlufGetlCPOtISM94bUfLhLN8Kx47duRejRuGJ3N2Hd93fAV/4yCqpEzN4ii/+MXhb/M2fODMxJVq/f1C3x/9Ejq/He/Suxa7U8f+kLUmdOQFblCgzJ4WOyt2Hxz/QL+lvYf2i7v1jO+ydPuq9uL7RGC4w5o2JKXLdlXY+l9Qs9JtWBlkJ3Ve+/Kv4p5J/YvvtHTN3wNIbsXYJjJp+BhQVypWfdDz/gvDjZi6eHHIUxWGDxHzmcXifmbhJx33/9EF98B/2FaIp/d03wGuNr1SEh0tBxRt5AIishASWXXgbD2pVw6ozYe8r5mDI+KIarS4vwafpEvDv2cOS//jqa/VZ4nD7oDVqk5ckRRf0FtUChRvTjwqPd2HDiCYGUh8FGs10WkYGWbxGidcScet197scieHwCZuQlIc9gQL3Di9UlXfdqD3Rorpe+6E/IOvs+6JOyuuX5p2J/Pr8Xc12lOHrHauTWihCVsH9NL+b8k/gnB8Ts2bOl51U1QUOFpwuGneoSeY69Y4Vcn6gvKK83weKsQVZS38/3Bxos/pl+AQkDypm2mhLarQgdbQaC558mBaISeqbR6mKq2n9b1vVYCvtvS/wTqviXigTZ7QHxn6yTB3iNxYI/H/w3XDrpUmys2Yg9n72LU5QQXqPO3K8qs/d22H9fhBgOxGr/nuJiLHrkN5y3xIDy7Dko9xSgvxBN8e9sdrXbHjGa48eJXi+cq1dDsMbhnbNuwTHnL8K4ceMC/9+3cwOsRh1eHns0KrIKULlbrj7u8wpY8UWwKGB/QFSubyT+dTmmmBjL+wq1xZs3wuK/Lc9/dbMbby7fIz0/plKLc6r1SPZrsHhzRWRXpp96/jUGeYw35Y5BaVXXPf/qcW7VyoYulxEQNLLxT9NDKdY6559QQ/81xmB3Al8Xcv5HHJAh3eePTUFfsb0xFcWFx+DLnVygsrdh8c/0C9wuN+4//33pptca+pXnP9bFf9x4eZDQxaXElGe9P3n+1VD/tir+q2H/qvjXJSfjvVWlmHTn17j4i6ux0rEFep8sOCn8fzC1vArdhq0rUkeLgZjzv2tNFariL8LOEadg69jzsEszC7GG1y/g+rfX4K3lwdD70O2vDam+HynxX7VvK/SUhE7nZWnL9Yjm9S1bMXrl3HgDHvzbuRiZmYDx48cH/r9l82aMypIN31srmlG7NyiYN/3Uv9qDCoqRRSsKcNt8cDZ68cUz6/Hlsxsw2NB4ZfF3yWIB9e++F9Wcf2r95vIKmDokGa4a2Qg22qvD4s2VMV2kuK/meqr4Tzv6Wqzf5+iW+E9LyIF/6ALUpo6Hy6iBKNQhuX4bPLZgZ6DeCPsnDjlELqip0Zu6FfavM2oDBsa+QlC++8AdyweVUyQasPhn+gUGjQUGvRE6nR5JcWkxL/5DPf+xHvafNOeMmBTXbXn+Y2n9Qr3WbXn+1dB/1fN/9FEP4If5T6DmuPNRVFeNZrcXFk2a1O6PJsJ+rzyhcNtjJ/oi0nRUiCoaOJ1O6TbQPP/NdR40pIyB0yJ7b4QYHOq/21KJj9eW47YPg6KPRIfqIQs9jyJ1DdXZa5BRs05+EuX9Hjp+WBRDhy4xoYURMTFRrgGyZcsWjFXE/7aKZkwdUocpm56RnvsVAdkfPf/Hlepx6FffYPe6GuzZFLvjZKTQh+w6IYJGx9bX1eomB177Tfb6XztveOB1q0aD4loHdlYN3miMtmhoapYiI1Wqmrs+TtF1bWjGaNSOPx97hhwBpxHw71uDaev+hfpdn/W6+J8zZ470WGOQHRMJJj0K0qxhf6beoOvz64uodKLaNOEPsNVzh4reJPZmBAzTFkLwUDUbrDEv/vuT5z9WxXVbnv/+FPavev5V8a83xEGEHs8kLcebFRdBZylGVYNFEv8SHnnC1Vg3eCZerfP8o53335aoHAji3+9Rqkj7FMOGRhvItY4VzMrkckJuYotzSi2iOWSIXA0+kuJfa2uG0dMMs7MGGsHXZ+OHKMoT9iYxKDAoD171/hcXF2NYqing+bdOOwApGRbpuc8VO9fscBBFLwxeG7R+D2DSIskmp934vQJ8/cyQ0VOStMF6DZFs9dda/H+2wwmHx49JeUmYmRfsBDIsTh6Mvtncd3nesUh9U0vDTK3d2y3xbzLI56zO75bC/n2KM1vbwxZ8rXP+CavVKhX+8zVWwL71Z1x8YBYSzPL/wmHzUjkaYd8uOcWoL7Bbg/Mqd1P/H5djCRb/TMxDk8G9Nbuxr07ObYwzJ/aK+Kd+yh+v3TvIPf/eDp/3JbHu+W9P/IeG/ZPnXw37V1v9VXrlyuuCLwmiNxl2s1LsylGFqoYyNDb23WAbbdqrQh0tBqr49yn9pHX+kJz2GGulZnfLQi/OpA++FuL9pGuqel2N1DXU50+E1VGJKRuexvyxvj4zbn45fgH+NfU0fOVp2ZIxNPRf27wv4PnXGo1Iv+Ac6bkganslTJuO+7feegtFRUWIJL7k7Zj1yy3IqlqOrftskhCiloaE2zF4op6I9MsuhcaotNr1Rs6w3dpoLvr9MBu0uPawkUhMs+CoyyZKr2cphed+3NZ3Fd5jkUZbyzGhwSN2S/yT44qgY17y/CtV/nsq/tvK+Vfz/l1Fq1Dz8YPIs23r1me7umHo6C00ilGUcNcPHqdINGDxz/QbgWB3y4Lfauq5+G9weHDDO2tx/dtr4VC8ZIOx4J/T3XJS4Iohcd1fxX97Yf9WRfxrXLK4F32JELxJsMnOAFiWP4S737kQuoTBU9wmFsX/QMj59wU8/yHivw9zN9vCrqxjnFEXEK+h2z4uLi4QQRUp8d8UPw5bxl2AutTxMKHvCv5tHDoRXxbORtLwgnbF/1VnnwixcjvyduzCQ9e+jR9+l8O2odH0Sj7sXXfdhXPOOQfz58+PaO0Np06HM/4g4qxb9di0uR4aiodSjFSDKeWJiDvoIKyaIx/jDkfweIj0dXZhlhNL/3wYDh+XJT3PGZmEIy+dgCMuGIfnzp+OVy6JXNvB/kijvWVqmM2n7Zb4jzcGPf9/nn8XyqZMwnfzHkTijJt6Pew/NO/fMvJAvLasCHsbWv6OcJi8IB99lR5kEEI8/yz+exUW/0zMowoCh1sWTXHmhB6L/7L64EWwu/Om0MmbmpvZ31r9OdzBQaPksdMhxlC1/1gP+w8VqqEF/9oK+9dAA5NRtvofvMkO0RcPiHqIviTYlbcmKjmFravPD2Q47D8y+DyykHUYQwoqxpznX77W/LCtGj9sq+pQ/JMhUG2L15vszBol3VMIerSvfaHjh6CVJ+xxxqDXLnTyLi3jbELJKzchvmQvrN5MfL92Va8adtasWSPdl5aWBgyWkYCEikYvezzLfF7J5KIWXXQ7Y2f8iQYrKlagzCVX1/e6uy7MelJbJT3eBK1SeT4uyYRRM7IwYlQqjpqQDWur43CwY6+vRu03z8Cxc7n03CkauyX+dXp5sG8aNxIFGaOwebQOGl08XLrg/KE3xf/cuXOhM5iQNPccbLRMxtZ94UcVxiXJvzE1p29aiXo9La/37qbInR+DERb/TMxDA9U5h/4JkwvnorhqK/ZUbeux+C+tkyf4BwxNRnxI2Gl3Jm80SQ0NtSISEhICF+GY9vyHhPmLHid8vtjxrPdXz39OTs5+Yf9Gg1mq5E80m92Sx58QvMnYPFSDW/9gxVV7y9r93QOVvvb8t2VoGRDiXxHKTVYvBK2vT1rZdQblHKtUNbk7FP8UGdCd3tqdoojmbWPOwRcrohtxE/p7xu7djqlV22FFS/FLObtffPEFrrnmGskQkJycjGGZcgvA+sxgi7995T1vzxZa+DKSNXUs9cNwcukNyG4aDk26EXUGLQxKt5PB1OmEqPrpO0wqlo1yQgQN2+p11jpmLoy5Y1tcZ9d9V4qPHlmNLct6VnF+INNcWwnbms/R8NNr0nOPTgnX66L4Nyo5/9r0ZBh0Rgga+XzXhhQT7K2cf3UeOvLsv8GUPVJ6Xlsf/jVUjSbS6pS0xCij02swa/ndMHhkg4WHc/57FTbvMTEPDVTZyUOlx9+ufRtltTvR3DyhR59Zooj/ISnhVz9tT/y3DvlXizXRxLWioiKmPf9OxfMv+jwxJ677q/inKADa97TfVc+/mu9PRcWa471IM2eAjkDBk4504zkYlVCHyhEZmD/pZFSs8wMnYFDQ1+J/oHr+tcOGwldRgV/H+9FoeQUnjjwR5vjwiz1FA5vi+ScqOxH/6r4Kfd4bJOiC0RB1Tn2fef6v+PFVGP1e2C4/ar/ljjnmGOlGNNU68dpff6VkWLiq63Fgxb1w673wi6/2eH1Czz3qax4pDC4L8sU8DF32PSquHYry1/3Qex3QasRAxMpgIfeZT2BWausJqfvPI3oLipjTGC1IPepq6CyJ2NoYNBbVlDWjfEcDTFY9PE4/UofE473iKvy4vRpvXja7RU2OwYp6PvgaK9Gw9A1kJdB4H+yS1NWCf8XaImzc9EOgyKheo49Izj+RnpUL2a0AbNqyFThoTFif6WyWP7N0Sx3S8uIRdVxOxDkqkVK/HVVZM+DpRqoF0z68NZmYhyYlKfFyy6p6mxyO2GPPf72jRf5/b4v/0Lz/WPb8U0Gwqg/uhuB2IH3Rn9Dkjp3JV6yH/bcn/kND/ymEVhWT1rrNSKnfhmYrcNTYMXj54pmAYIbQcDCmJU6TDARD0kfB3RRb4dmDLex/IOT8Tzg5DS/M/hM2Z30Hn389LJpdMBh75l3qbY4Yn4Uki2yQqGp2hSX+exOBjMqNwWvz3sRMRBN1/KBJGAl/wpLQsTH6qx9LpHubWYu4wiH45ylV+MdhVfD2QsRWqOc/kuJfowwxI/bJkR+78oGZul9wzkl+jJwe3X3Q12iU7ga3XqSD99zjIzpWxU9cKAl/b91eZInBsdXRKI+ppVvrsfS9HSjdWIuP15VjXVkjftrOhf+IZo8I05CJ0Cemo/GXt2Bb/02XP4PE/5bNH2PvsodgK/kQX+7+EnO2yOI/3WAKdDnpzbB/wpwQnJ/WNXS9rsSGH7tfFLsn+JWWr4lNRdiRsg7CmMI+WY+BCot/JuZxOV1IssqTwDhzEnJTh/VY/JfUyROdT9aVS7euQvmnaj/q1vn+KurElSZVMetN9Hng3LkcGr0BcRPmw+GNHeHZXz3/oRX/1TzlBnsNxm55HlM3PI05Y4/ErJxZyE2SvQCVjQ4M++13LFQ+wueOnX0wmDz/qampgRDKWDrOuoNTafGXVQ88+oIfE//+HmKNaUNTcPNRY1p4/tVrKhEfHx9R8e8n8R0SZS9qPH1i3DRrqOQd4NVbYE1K6PA9xkb5uNxjqIXWYMbWIRoU52n3O49iWfxDqXAuaORr41vzdbA9cTOSjjoSgw2NVz4AfTrAI0Q27F+fKhukHdt+gdcTPF7sTfL35o2SO000VDpwhFIIcDG3/JO2nSZrFLLPeUCKnCC6k4JE17Y4+16c7ynGPGXO6VdSsjRafY9qmnQk/gUEjb7ubhS3psJ7fUHVnjoUFR4Hv9aLb0e9CePQvqk9MFBh8c/EPM31zkBO1B+PvR9nHHxdj8W/KyTftL4brUxCJ0edef6JWA39Vz3pol8eFNy+2Omz3NYAG0uirL2Cf62L/qnEKYP7hXNuwBEFR6Aw3YpPrpmL5y8tQMIP3+FQozIp9vZNjt1gF/+hfeVj1lgXJu73Psat7/oxZ6uAmtQJqEo6AA5lkh9LZErhs0B1GJ7/3i6E6a5vgF8XUrhLI/aJ59+i1WLP0CPw89x/wlnWsYj3VcvbqTLzC2yevAWTy+fjoNoTYat39ZuwfxVRI8BZIhscdjXsQn+HxN1HH33UpbFeo4y3JP69gjei11mtSRZPgqu5xb52NMrHXK4q/qucUlQO8f22Kvj8sRMN2BfQearVy9cp0euGLjETQvpIlFQ3dV38a2XJ5TLJY7xP6w+I/5502OhI/PtCZJ6rC62cF10zRbqndJC+oLK0CcWFx2JfzjxodC40uwZXMdBIw+KfiXls9S0nRFZTz6v9v3vlHPzh4GHS4/puhP131OZPJXTiGquh/41uEXETFkBnlX+DJ4bEf1ue//4S9q96/gP/12hgUML6blm8B5Pu/BpfbazA5PxkfFT0GhpNfhiUitcaf3TCs/1+ARt/LMPWX/dB6KMJXiyF/efn5w8Y8V+6JRV6y+VIbR6LnSNOwfaR56G+IrbSGdaWNmBPrbydq5rDy/nvTXYW7cPYbW8iuX679DyrObrbJ5A2ZrFg97DjSQFgyStbA20PW0OvU+qGT+NHZXwx4m05mLnnEEyrOBK2isZ+5/n3unUQPHLkR/GGGnzx9Fqs/noPbv1gPf7zUxH6G1dddRVOOeUUnHjiiV0W/4/+xw/zwy9HbN1o3AyIf7cjcJ2l677TJgvCvNEp0n1jtQMHDElGitWABocXK/cMngK0bUHngsagiH+fB6kLL0PW2ffh87VyCk5XxH/h0LmoyJwBhyleyvP3CW4kNhVDbCzukWMj1HDQOuffJwZlnkeJNAkHvUHbpy1im+vla5DJ48HD/xGg+e9LfbIeAxUW/0zMo+akub3y5CSuF8Q/kZ1ojqj47w+e/xqvAemL/i/w3BsjFcEp/031/FPxxFj0/IeT868ye+xx+OHQx7HluNuxy2VHs9sb6DKRHZcttfsz+GTxoUPLz4oUXpcfP761Hd+9ugV+nzioPf9UFZkqqQ+UvP96TzJq0ifDqcuFVozNav/3fLYZ//hii/R4Yl6SJG6jKf4dtfVIq9uM7Eq5fZclyoZPdQzJTExEQnNQSOzZ2PbvpOvgvCsL8PKBt6LRXI2E+ulIUKrje+r7kfiHcj3Xm6GLmwGdX8ToV9Zh9/o6lG2txrsrS3H/l1vgibHjtTOWL5ePo5UrV3Y5518rApbqyLb605pVz78tcN2VirqJZHfSIGNoPHR6LQSfCGeDB4eN5dB/9TzVhHj+/XbZGFJW23XP/4gp52Hz+IvhNGcgJz4Hlk0iZqx+CNrlj0bM8+9RjG2Nv72HNG/4LTx1Rlke9lURTnuTnALWmDwSOyf+G8VVQeM803NY/DMxDxUzKqvZiZ37NkjPraZE6ULanockXJKt8kWyvhvthboq/mPV8986zN8TIyF+tH/VAjih27G/in+DMQ6ixoAl1hLsTbqFXD7IS7FI3v9Vu0TYSPwrnn+91hgVoeZ1B/d9U41zUIp/NZScRKbVah0wnn9BkCd8Lp3cYYLwK509YgW7Uu3/tT8ciP9cMEMSt9EU/6pg1vndMHiaoRH6ptVfWnIGNGLwfF+7uH2P4qe7PoVf64HflQ+PZwS55aTXBWfP9i2NpaHnYmQ9/35o/R4Iogjb5j3w6zTQuWVjvqfBAUoxpluzK7aO185Qrxm0HcOZm4iCAF1IPrWtC23YehT277YHrrNup0/q5043rU6LpExLMO9/fFD893Su1e89/3pjwPPvt8ljxr6QotHhzml0SrV/j8ENnWhFbdpE6blBo4mY+J+UaYSzaCVs676G3tUQ9tzgs3+vk9e1j8LtrSOCaXiE3z940iGjAYt/JubRJtvxwAdX4MXFf5eeG/RG6LSGbk/QSXCd/fxv+GB1Wber/Xc17L87E9cVK1Zg8+bNiCSeVh7fWPG2hIb8Z2Zm9vuwf7XVn0fnguCLA0QDcpMtWLKtCku3+mA3a6D3OeFxNaLeUSl55SONL6TuRV95hWkSSr2ns855ELqE9KiKfzIuDVTx71VEhUNMhFaU97M/pLVeLGBXik+FthKLpvh3NzRhX9aB0Ih+HLzsNiSU9bxdXleOPTV6zZ6eg9+FUpR61kvPXXYvPM7995XP58f729+XHnsbZqIRcRCVPHGfs2fnTevzLpLiv7LiJcz/+UYYfLvRvHozqv5XBWOyfH102zyIU7pSNPWzHN/QYzdcI/VPEydiuXKtESM4ttFYVfP5Y6h89w54KnYFxq7UnDhc9ODBuOC+g6TnKVnWgPg/ZHS6FB05oyAFTiVCYdB6/g2y+NcI3oD4r1ZSlbok/vVytKlb78bOSh8a4/MiLv5vOCgDVe/dBV9DRYvono6gUH+3QzEa+/vG8ONUHFFejTzX9oux1a2mv8MNPJmYR52Y6IdPg0/wQ6/VIc6UKE2eaILYVbbsa8KvRbUYnRUftbD/rnr+v/32WxxxxBHQarXYsmULRo8ejUjg8YvQi8AIrw7Fej+8MeL5Dy32R+J/06ZN/brgX4pJPtZ0PidEXyISTHokmg3ITjJD9CVLYf9U83vjp5fic4MBt8efHfH1Dw3n66u8PpqEpp9wCzRaHRJnnhRV8U/nsBpdQiIz9FrS38W/jzz/VEE8fh+09bIHxRdjnn+HEnkSZ5SnIdEO+3c5fNg57kLp8YIlV0OnFD2NBjR2qd5UX2omPh02CwVpVvzp7JlIy4trkeqk8updP2Om40w4x76NySOORe3WjeSKlP7nDnNSHwvif3OiAWf9WQeN3wH/fUZJ/CdelUllyeFx+ZGYaoDd4++3nn/1umY0hhSTbAONVov1WZnYO8qHA/cCTm/PUxnbg4zm3qoieNvZ3+rxNv3YQhxwVAFSsq0wGvX49bbD2jwWB5/nXzbuJ1hMsCviv87ZNYOIzWaHVhH/R407Bs9UZKO54GN8b74HXp8GHndkcv4tFguMWSOgT81Hja/lPKWjekAqR106AX2BU41OQRMMSJIiJ5negz3/TMwjD1QaSSS4ddoe5/2XKuFac4Yl45yZeTh9esvwoljw/L/11lvQaWQP0U8//dS1lVNCQcOBwvwPculxgsOIQ9avRoKj620Pew2aDCtirD3Pf1TEP62HvXb/m6NO/p+C6j0x5o7B42u82FEZPB4zMjICg3CyGSiIk/PJp+5yQueNx7gkj/SZhRYXEr1a2ORoQGRb9NJvj0aYpbcnnv/uCCWq2aFuS7W7BIXI7vwZJnik/tPRFP+h52Rrz39/z/lX2zsJZj2qlWKeaipArGBz+6CHD/d+tgkT7/wa760sa9Hqj8Q/3VQR1dvif/tMubWcALeUha7tQautnhg3rYlyobUMgxvpKW5o6DrT6trjbLDBVSMgzZGLeSNm4tFjR2FuQjWgl9fZ7u6ZWG/tEYyk+PcKPghaDfw6Haxa+XouJsvnnserQZ7RAQ0ENLUR/RCrUJu20EiwcCPUSlJLED9XHhtEX2Sr/Xf0XBrXHHXISPUgK8MLo79ROu6kY7HVuNdjetDPvi+guZ5z10rUL3kF2agL5Px7PCHjGd2Ejq8fnhBj1qhzLsTpk2egqJDO4VQYzClwuzy97vmneQRFJcZPWoisE/4P+/TZYX2eoHj7dXoNCicFnVjRpHKznP6k98hzbVHTsTEtbDz24HwuFGcDWcgxWGDPPxPzeDYOwV/PeBEfN9RgRZwZjg2LYXM1dl/81zmghYCbdl+BJKsROHlJxFv9ddXzv/TH77H56jhU2ER8V1oa/hu/vBVY+wZw5VIgpSAsz3+ehgr65CPXUoed3j4Kq3c3Q3xyNjR5U4Gz3ujbsH+vA3hoeNv/m3AycPorLSZQKfMvwfpqH65/ey2+uH6e9BpFbOTkZOO/h9WhIEmLt3crYa16JxYKO/F403nAQ8BJAE40AsfMyMPiA3S4b58X9z3skSbjoWI04mH/XWgBhF/+BSy5H7jwMyB/enjvqdwMvHA4oNQ1wJW/ANkTJbH/x4zVuM70Ko5IkZ9Hi1AxmZqaOqDC/kWNLP4T0mxwpYmI3wuI+tjxnFD7MIuvEd+absbOhgNxlvsSVDa5Whhd4uPjJa8jGWb27dvX6+Lf7vCC9rgWJqyeegNc/ugZfEKNx5l6PY6v242JtiK4HvwDzFobvIIJVb6RyDPKEU+V0/9LexOWdC0uTMmXrk+XA3hJc7f0f383+nf3lfg/wHoCJmzx4Pfhb+C8sbvw1yod9ljrgTpqS6bHO01nYYOxEPucn6G/0Pp6sZ+4bgPB5UJucwVyFXuXJoLGJ4fbh4SZJ0F022FbvzhwnV3x+W6UbqnDJMsXGFX9cLvv9006C/pTn+v5itQXAy8cAYw9Djj+cfQH6Fxwl26QbuMuuQS/2+Tr0LWa94CH6CxUSBsFXLUMUOoDhEIi3OeWjR6CKMA8JBeHffUUftcEzzNvD87h9sQ/dWtY+Ox6/DznV/jwO/7gPzWsz1O7/2j9DqBqC5A5DtHGuvd7jN1UgfJcHfblTIRf2wvj187vgDfPpH7KQFwmcPOO4P/o9eqtwB9/AxJzMNBhzz8TW5SvBZY9CexYHAw/8hiRk1IAW3URVph9WOooQaOjtgfi34kMNCCpcQuwb50s9nrq+a/dJYubT2/ocau/PXv2wFWzB6PTdDikQI/avV1oe/T7MwB5gVaG1xaFor0P0OyWHk/P9vUo76wn+Hb+ip2ve1H24i9A2ar9wv4D69vXYf+bPgKqt7WY4Nk3fifdp8W3HPQXTUzB/EI9hqVoYTEnSK85DU7kKF5ZFfI6/tHbgFt8Naj2nIlbT30OG5buifhP8YXk1Pqr5WMgLJb9Wz5n1r4e/nvK1wSFfwi0Da/NXAerxo0DkoOFqPra89/fxb9P8ZavHeLB90nvo3jmL8gfK3uYYwEK616k+w3pmibMtn0baPfXOuw/9Dra2+J/RGowzaMheRR8cS1TdXo0hpGxq4PomNDxY3JjLTSasdjkWwS/aECTLwOvVv8Hn9XfDpcgXzcqK2U/TcHITBSag0bl5Ib3MXPl/YBfblfYH8L+swzDUNAwAUeu0uDIPCeSZibhDf1X0v+oOKVXtGKqdhfcTRXoL9D1IsOqwYxcLUamasMS/77qatzwlQ1nLBVQngI0xEfOOGfzAamHXYrUI66SnqvrV1Nmw76djXCZhgCWVIiiBuvtx+KnpkslAxTxi38Cbt/YS2LosxsBexWwKnJtDXsb9Vx99CgT/jJkBQ7NtKPh59eRIbYqnle7A2gsbff8Mujk7emDB//Z8B/k1fwHRgQNPt6uGODDFP8Orx9ZYi3Ga/dgsnY3jKKrS55/r2jB1rfebRElGC0SnXokNRcDBrk2l6A19Dw9sfhnWfi3Qoq0LP0NoIKIlbLBdaDDnn8mtti5GPj+XmDqucCoI6Q2fxpo4PN7UV+xDcljD5Lyl4juiH+X14+KJhfGaGRzu2BJQ6lNgyytH2aDrmfiv2wF9U9r8bpOp5NCArsycV2yZAlKGkVU2gRkxWsh1BZ1PZzOKOeYd4a1oQjVwhDACBT7U1Cv67n4J+/8smXLMGvWLCnfLBy2f/c7NE4dmkstEDSmFp5/CqGPqvg3WIE726iK++758oReCe9TJ1Ce6mLpfltFy+Px/DGyN+3ZlR6YtJWIbzSgOqkRBxx7JzBC7gXt8Pgw/s6vARdwSPXHwO4kzBo9Es1FO4E9DUDBnIj9zKz84CTBb+iCMBw+H9jwLpAqn4dh4VciNsYcJ0V2qLg8XvyEqTgGK2Aym9EYRfGvFvsbiDn/+878GZ/t/Bj5bsCt8cOrNyAhMXYKJhl1Whw1dRigzLMozLu151/dHxSVoXqn6RbuNaUzpv7+DX7C+MDzWnPbEVxdgiaRzx8qP755FxDXdshsqHHTrDVSArj02HDbDljNOiTct1ISZhtm/YwZxxSg/InVJMmRNTwJGHcCXjhsNX7+6h0MnfES3taaUWAp7Deef43icxqxV8A9u9ygq2hFqoDC72/FlMnzoY1PABzNWJjVNx1IugMdt+dMMuDxo814c4M3LPEvKmNZQ5wFN10uYEzjUBwfofVzKZXSBZe9hbFHbaNsOeAYeKacDaPOiBU3L4XL4cW4G+6E3aLFuY8sQbzWgAd6uhI0bu5dFbJSTYA5EbEOnQuGtCGYU2jHCOxBkklE47K38dGES3HMc7KTCo9PBhpL5FDytBFtHh9Nzjps/vlB5E3LxidLViHObMSoclEqIihqDT3y/LeX8+/0+GHWBKMl1Ro34Yp/4rst85Db7IEhrXeuu2GjjMGl6W7sTd4EnZgLQRBbuU66+pnKPHz+X4BDbwm8vOabEmxreB5jDZ9jTJNLiggb6LDnn+kTaOK9X14z5dvsUkLw62TBa6uTB6kmnxNPGbx4YNlLGJo5Ginxmd0S/3sb5AlFnkEeBEtcFhz60BKsL+tan+T9xD+FsxGW5IABQA1Z7arnn8Q/satevlAb7WHm4Wu1wKTT5cdKS5nO0NlroNEdID/WzoddL3uaesKll16KBQsW4NRTwwsxI3y+oOiz12v6zvP/7V3wL/4HPI0NtANb3k5/FTjnbSBrfIsJlLe2NOC5rLcrA21jGQ5MrJYePrncg4yS/2HGmkcwakQmxqaOC3ym1WRAksWITHs95lfVYZhSkilux9fAFzdH9KfGxQk4OOEFTLZ+hqSh4eUCSuiMLQV9V+pQUEikuj3JgCLqoK/0Yt/yJMT5XDHj+e/vOf+NbhsErYAc0YF/vOrHFfdvgGfXLsQKFqMO88YH05KSYG/h+ac8f3USG6mif/YtO1oVYOuFXOTQc6Jud1jjh1ETnKzrzXrp3DjgyKHS8w1LyrB23wYU75R7rWcVJkr/H5OTCIdogj1DxJahGtSbxX4h/kVBhEYxdIhaAR5BA1e5C06TBred60L6A3fDmCmLpwTnXvQXyFhI4p84pEAXtvj36uOweubDOHPdbXD7I5dvrJZPoDZ/LcR/k/ydL+5+Hoe9vxA1rlokZyoV/6ucMEmdFzT7tQTuFlodcGNI96KGyEe39QZ0rqYcfjmyM+XrULVdPtfqqTWjOpbFKdcoR9vzPKpl4vY6caxjB05esRwZjUCiIECjFaFVnAmeHnRjUedFlG5It1DxH0eeBQWtUiC0M0hk63XePi0I7DQUoGTIQgj6FHw57nl8k7kVBlMPDdiU60/EpQfmIKRDNi0tR50rA8uaL0Lxzv5Vk6K7sPhnog4VsyNBRwKxhQGgfg+wZ2nwsdT7Vh6c3H4nplVvhzVhLC7RFuCQyae2KA4VLpQDlZlgwoh4ZaDV6mGBq8sV//cX/7uDYUVFP+yX99+VSesPP8jvL1LEf4KvJvwCcCbFkh5mASjy0ovaoNfXF9J3uLv8/PPP0n1XChVqmoKeflTs65ucf1HEr1/W4PkPZ2LDj+VtT15a9062JCLvqmAI43a16N/Kl6HTiPhhtw+bqgUkK+89ctJZGJM6psXnvHflHLx8Ujrm7NiMcQZ5cJbCfcmgFMnCf14HpsR9jnkpryOzsAtezyLFQBdmz+AWokg1HCgM1+iRu7QaDUVxKGjyxYz47++e//kvrsIN//Mju8mP5vgcVKVPQV1FzzyplHd/+umn49Zbbw3bg9QhSm97T1wemhCHqhDPf2gURqTEv1cpwOXTyMccna+9Kv6b5HDVzsaPXJM8CdXCD61Wg8PfOxx/Kr0CHqsdzmYvPnzjZxj9Fgg6v9QJgBiTnQAXjEhuGotpZUfA2CQXjYv1sH8SFSoi/PBbUuFv8sMkmiBCxJ6mPcFaNapBvR9A14sD8+RrfH5ieGH/1NqvPkXu4pPkyoCnK8bULuIStC3Ev1RoVRQDnv8fa79Do7sRb299G8nZwXZ/JngxR7sJs8T18PfC3ADU9SZver/av3K1fyNSNfLYXuMQoUvIQLk/HsU1ipHYmh4sGtcG6lzVqghzlxFI8ItSwA+1GiV8vZDz37rNX+sWjeFq+IwhCbjiqM9h1dbt1xkoWtgTxmLniFNQYcqXnnuEXjg/VM9/XDAia9/OBjRVB8dGr9KFZqDD4p+JOu+++64UCv/jjz+ivDxEZIUOBs3lkgddFf96pRiTQckbTkzK65bnf3pBCpb/9XDceoh88hf6i3GKbikaeiz+i/e/wIRMXGlSG46wKS4ulnL+Txuvx3mTZaGUZ/W1+L4OUcPoKKQuDGwU7q14YojeaPeuepHoN4crEvzK7/MOiUfC5HwcqV0mdTuIati/4MMW5wIIMKB8dwfijwxTSx+D2+2CPjEDOnN8S/FPESyr5KKAT66Qj6t4RcRf8tEOTLrza1Q1B4+F0VkJKNbIlW3j/fK2cwnxgKe5xbHU21TvacJW56GocuVJkQpho4qaBnmdw0L1aumCkxNvZRXu0wvQKpNKva2WxX8v4HZ44fedhCRciANtbtSlHYSNEy/Hrm09E/8vvPAC3n//fTz44IOSAbcnUITMet8Q1My5HfZ5f4UALapt5Pl3RE3868s3Y/zml1Fu+VL+zt7wbvk8bT9uRWhkU5xSiNEgONBc8iuqnFXYbSvCisyvpdezi8ZjR/pKZE20QKt0u8mIN8GpT4SpYhYOLF2EvIqUXvX8k5E1HAHbE/E/weuEV/EoJ3oTMXXvYVj24h6sr5A9/2VFIV7iGKd1pFDYYf8hxt0bPo5cpINbbCn+6TpLbRV9yjF/ukO+plc5qpCcaQmIf7OnHm8Z/4EXDQ/B05PJAc1H1N+aUtivxD/NvYx6HRI18rWp1gUkzT0Le0efho/XKvPX014Ebq8Gpp7drvhPS8iBK+dANCYOg8sA/MF1O7aKwxBvL4eluQT+TroFdEf8U1rhenEECl1vSrdqb/gB7Q1rX4NWSRlQj5OookRENRk9+NMHfvzzg6/g3Naz2iaByAxrUPxvWbavxSJeF4t/hokIoRONFpPs1oNBQwls9bIY2GmJR4U1BXqfvLzVGNftgn+EzhX0LKeiCfWOrolKVYxT/ql0wQ1dd3tNmxX/w5m4ql7/BGOwLdfwFC3KysIQZz89JIlSiTCrszZlTGrxPCTVq1f2b7jRGc1pqdCNFOAYkQvhlUU4PmUnThgjX/xTUlICg1okxb/odcEpyJPo8qJ2wr4ppePZeVJ6wARLDXQJLXN6t5H43/Q/aZDxWjLx8VYfjHozVs+6H0sPewT7LFapCE9anFz8RyU1Uw7zjffIx7ddTI74BGnXhmZ813gDnvKfA8e6L8J7U+gERd+FHMDpF8tVdOffJn+My4Wya65BRkj3OZ27bwv+DZScf7fTh5q0KajOmIqh8ELUyB4lfysvUFeprJRDz4l7771XMuB2l5V76nHC21W4dOdBiJ95NibkJmLeqAzYlV7XkRb/JLyS7ZXIrlqJBtMG6TWtIpB6RKj3toNCsqHGXJ1SeskPN6p9dnxxyhd44cgXcOrxCyEa5W08ZnouTr9ybuA9lFJmSMgE6mVjb3YPN0tb511Pxtf2EEMGmBTBA49yTFqdVkwuLYRjlx4lvzvwrG8R/ueahoFc7V/0eKFBcHvk1EVOdHiVYyzU8+9oVFrVGkVMJ0MzgFWVq5CSFRcQ/0ajPE6ZND64vT2oB/TxH4FnDgL2LAPmXA1c8DEw+Sz0F89/ukneN6JGC9GUBL9S8b9SNeJTvZA2qvyHzoNG5U5B0cRLUVxwFJwmCnyywFZ5NqatfRyTlt8HndXf45z/1uKfalxJ6+22o+bTh+HZ8n3Yn3l9VjpKjPLx6evh2NEtqBYKGSINbviSbkTR1Puxa11Vzz7zhH8Dp74YmB97XD7sXCV/ZlaSPG/39kGUQ1/A4p+JOqEDY0vx3ypHsr4YlkQj7P5a1JvN+CVnUsDzbxaEnk1OQnLMKZyru2H/ktefLNrteP672u5PzfdPUEJBiVqHiNJw2v3tWy/fH/0gMP3CsH6HH1ocm3yf9DhVv7vXxX+4+2jxpCtw5MRHcVby5fjaKPffvuZA+eKfnJwcGNQiGfYveILHJYW5uWxtGBoMZmDyGdLDE3MqJc8/MSIjDq9cPBPXLRwltzFa9BgMR96JN99+Bw/e9xBEGOASDHCMfRPZiWbotMH9u6akHh9tVT5eOb4dQmLExb9XL4f6ZzZMx8/KodMpoekktC3CxZoqD7hJcgifr6oKvtpaNECLjVOHQzvZg52iK2Za/fXnnH+fUz5HtIIXBq0IQako3VPvTei1euvWrfjggw+6/Vl2Jb/1EOF3GL7/Oz4/QYsXL5wBW0NtoM1fJMW/pzF4HDeb/dD63dD2Rti1343qjfEo/z0Jors5LPFvd8nXAofWg93uWgxJGIJZObNw6oSTMf2w4VI7kGm6gyTBH0pBsgFeQTbA6fyGXvX8Ryr0nzz/opLusQlDsbtBPjZNNhNcevn4Etw6POA7B0t1M9FfCL1eUHh8eJ5/j3TcEfG2MhhEIfz0vm6Lf3kb03WWwpvjkk2Ij/NiqtstdZ0paS6BkOQKiH+dIShouz32NpQCWz8HqjYDlhQ57J+KxsYHI/piGTpX04zyb/cY05Gckgq/TXYeVSk1EzqDxH+8UodJ53fDaSRDmAlexbtt0Gh61GlJdYqEFvsjkq1GzBuVDl3JCtg3L4GzNLxK9pXFTRi561qkOuUuD/4+EMQOszy/cCY5IWrk64StvodG+YKDgEmnyfMRciquqpLmeslZVgxRso28up6lUPUXWPwzUSd0gt9i0tFa6NQXY8Yxhfit8UNsijdgX1waDKrn35TYLfF/6asrcM5/fsOWCTcBR94bFP9qobbuiH9XIxCX0WHYfzgTVxr4Vc9/ilWezL2w2oNzPnSGJ/7V7aeG1YWBAB3e8h8iPfbAAL/YcoLZVcgbGOqdD3cfDU+Pk4wo1695F8b3t8Ht0OKwYXrMGBonCf9oeP79rSZs1SXtrPuBl0l3czOaUZghC8ZDRmdg/phMZCaY5bzGGZcAB5yHM844Axece7G0jEfnguhPQl5yS495UbUd765ySaGABq8NDlcjRNHdtkGsF/H5Qi7/4bbyCU0nOei6bn+3cehQZL/2X9xgzcfNhX/E4dn34L49aX0i/qkjB53HAyXs32eXr6lawYc80YssRWD01PPf2iBC3v/u5v7bPT7koBZnNb0C/PI4UPKrJJjUz4u057+5pg62uByUZU2GoDNh/s83Ycrqv/T8g/1e1GxMROPuOLi2FYcl/pfn5sHj/wt+zX8OFnPL8P2pC4fg3LtmY9YJw/f7jMIUI5Qi7lQ9r1+If3OcARW/X4MFS67BVmMi9jYqnv8KK4YPlWuhiE75Gt+kVqnrB4ReL2i1wxH/xmHD8IleizGuj5FbrtQ6ilCrXc2e5ah89w40r/5Mek7rl1mQiIsemIu0gz/F8fm5gRiEHcImqRYapQV89NHi4BDh6ObxQG39yOBTOK9P+sX3FDoP4gwifrOfjJdLnsSY/Gnw2+Rc+ED6XtlK4MPLgR9kR0qb4t9oDYh/jwHYaLgGv1muCYh/bw8cG+2F/c8enobXxi1H0aTnId6ZiJHx4Y2vjiYPUpsmBp73Rdi/VpQNT2ajE4JStNDZ1LsdQLb8Iof8jzsoB4YRs6THHovsoBjosPhnok7oBL/NsP8j7gYu/zGQP5Vg9+DG1W8j3VYDYeHB0mtWcyKamrte8O/33XVYtqtW9rwqgr2rYf80QVVFrST+qcL/DeuB4x7pked/9+7dAZE/dpjcc7rZIw/JnYb9h0YfUMEkyjsPA79GiwrIlk6/qO+x57/1JDJc8X/emAT8eNlUTKneidyacvyyXQ43vHa2OVD9O/Liv+XgW1XSzmQnY4zkuaCaBJcWyr2oc5PaD4F31snbwK91QfAmIS+l5bI5yWZANMJm1iDBVoa3vr8QcdrnI+/5D6ku7A13UFU9/3GZQOqw8L9s21fAkgfg3/RN8DstFmxoknOfddYkJB54UkTyjDtr9Udef/KqDhjx75C3IbWQqjbooYO8nwVfz07u1ttkw4YN+Pjjj7vt+T9DtwS5XqXit6NOMS5ooiP+65qwL+tAbB93BXJtcjtNXW+EPZmDXiPBYQsr57+4cCS+mdWALUMaYLUEfythSTBKXqm2OCDLjPmGFfKTHhYrbMvoFqmif+/nARfdqMWrR3ilOiuEUCtg1AhZbPj9GuT5KlHoWAc4QwrBxjB2W3Cce/AXd1hecmN+Pvam1iJu5FvIL/+5Rfu/3sbbUAnX7tXwVu3eb39XO6tRpwsWs11dswqn3ToDf3h4Hr7/JVi8uHxXN/qfU5qcUv8GB14erIWx5nW5pXMP8tyjATlk6DxYjXFY1XwB/KIBC0ddAL9dPi4rG5Vx01YJrH8H2Pldu+I/ThH/WtGL2xJOglUU8d/UePx64GX4YfadsFUKvS7+Cd/eXVI3nap1CbCk54YVXSL4g+uyetQnyBoW3ZaMfr8AnShHMVxVUwGvW37s7WKEbgts1fKxuEM2aNF2GDsnG9nDkzBmdnagkwAX/GOYCBE6wQ+IxVDxOnYRkDsVotKrvqCxDkeWrERhxVYkn7JIei0+Lg1V3pZ5053R6PCi2SVPNoakWANFP0bEubFgTLCifGeQoFUvoJL4V4nP3i/nvysTV9XrT4wskMOtmpVN1annnyZJqjB7ejbwlGzF7AwRWmQ75Xxzjz8eum3fhvW+3hb/+/5wPByLjkAO9cklb9hOWfSfNsonRVZEI+zf3+qz2/X8h0xkzs3YBhM8koBftn4rKh6ahb2LnyQLUWBR+075uE5tckL0JSKXxH4IquHAbpIHuNREI36uMANHPwAccAEihbc+eDx6u+r572p/5h1fw/nhw9h5/s1o+Oh/geuAc9dymBY/hUk1u5Dn8/SJ5189RwdKzr/XqYh/0Yey5LnYTbnhdK5beta9uK1UiHvuuadbocp2tx8mTVDobNy5Cwc/vhyJs0+Livi3F4zEJ+PleiderXze63oj4jo+A4YMuV2qRnCFl/Pvc8KhVAG3msJvtVqYlYRqvXzeCmp11Bj3/BMenQZOswYGvQ8GxTBF4siSKo/3Pr0V//E8hqfdfwVKFeNGjONzBI05Dy8Lv1hi09QGfGK7Faum3giXKTli4r/1uEkh5mrNjiqPLGQLDUk4suBITM+aLkUFmOMNsDuDx7Df3Q2v62aqf1MLJOYBY46VX6PON5/eINcoagqzjXEfoRYtbvz13cBrJp01kPNfY/fIRSzVAnIdtPrz6eRx3zZhDM7OyZLMnFvjDdiTkQqNJQs+xdHTmzn/0v+qa6RuOrVbEpA5cX5YcyjVUJxcvx3DNi9FQmoXUvx6gfKy4HU+R+tEqk/20Bt7EoBQvRX49HrgK7nuEBn8J8zLw6m3TEdckgmZhYmYfkwBRh7QP9JRegqLfyY2PP80gTz3feDEp4GkIdJLzbUuPH/Dj8gedrEUkra6ZAtyh2ZimWsvlpl9aNAE80LDoVTJF0qPN8Hy0YXAZzdKz3MNdpwzSxbA3ar0r1D3/WY0OOYAIxd2y/Ov5vsTQ7Pk8M/bDjZi9/XxmOBZ3fFKtQ4PD7PVX4Leg2yXPKhP3vkkfM6uR1P0hvj3K8vVJ8u/W+uOw8YqP6x6EVj7VlTC/n2WrMDjkTMyMXRCSy9cC0YfjTKbBmk6Jxa5v5CMSdU//gfZ9q0wrH+TGu4GFnU1yKJJFJ0QvMnIbRX2n50kD6yPHlGAGy7XYWOagBV7fcDsq4Ch4RlxukNDQ3XgsTfE0t8h6nFVu1P25oeJv9mOsp9TITg8aPriC0kwqhPkO41l+OfSZ/APYXnUxD9NgNRilKq4NCs5hv09599jdwU8/8PO/zcqDpUnM5q4nnlvQg0i06bJxdjWrFmDL74Is1hkK88/tRFTifM2wOkVoItPi4r4b3J5ofPI2+UUewPWTfojtky4Fo1NPT/+tKmyEVgY33bl79AxhGobDC2pxEFbTsGYyimw6sM30FA0lEYxoGgUL1msi397gxvHp/wB83eeg2maImRbhcD5Vu2rCIj/6mb5WBUjmPbUmzQ6fBj2RDOmPmsD+RfCEf++6mrEa8zIb5iKxuSR0u+OmOc/eyLiJh0htahTWfr+dnz48CrYKuX51knp0/DI/Edw9LCjA8s4nS64FCHoVYoFdonlSgQbpcHp9EHxnzy0X1T8V8/Tpt/ea/G6394g1a6gYbOOvNHWtJZ95FtBY41BqZGjy8kIOIiMoghBqxRk7UE3hfZy/h/5ZhtWbAxu4wTR1+a53p7nn9oQxiupttGkproC01c/jIkb/oUkeJBhcQYK9HUb1TAT0uYvlKyylzB77UyMqvgHBgN9Kv6feeYZTJ48GYmJidJtzpw5+PJLue0OQRPBq6++Whr8aZA89dRTW1QcJkpKSnDcccdJIZvUD/zmm2/er3AGiSqarJhMJowcORKvvKKEIYXw1FNPobCwUJoAzpo1C8uXL4/gLx/ctJnzT2KpcC5wwLlyKOCvT8H21RNS2w291iRZSde7XYirq4Z72/soFqrkNnVdoKROvogNTTHLwqWxBMibAYw/oUufs5/4/+o2eB87DJX/fhn7PtkDYe6f2py4diT+Q/P96VhOHXUgxKFzUOsECpO1SPQGhVqbqINo0tD9W+t0QLrOBcEnDxi6Rk2PxXVrj2m44t9DURlxeSjNHys9H2PQ48nlHjR4DVIrwqiE/SsTaMpLPerSiRg/N7f9hbU6vLxBiya3iOTtn2FKbjwW2D6V/vVd4oktFnU3KoWsNC5MySmQWvuFYjbokBZnxC7NEVi/GFgUfx2OHH4l6sojK0BDq9p69GF6DjPHA9mT5cdrXgv7u2xbquBz6mBIT0Deo49IVne6DmiMFhgV72Wi1hs18d+60j+h1Wql7h393vOfKl8XSzJ80GsM+MbzEX4c/jbGHyJHE3UX1SBC16e//e1vgdfvvvvuLnv/7R4/zAh6oBJEWWjq4lP2E/+UltE6VaOnJJoNGJooT8YTNU7Upk1AQ8o41Pc0p9Rtg9YsGyqF0Joa7YT9UzHTiTtKkd98GEZXjoWlCx00RK0B8ViDaWseRWa5HE0T62H/1IlitGUaxlZOxKhdGqhlKOjYWlr7k/TYpzPBbpP3jbemf4h/m8OJ8mZRKp0yIUMblvhv/PZbXPzz1MDzujg9xG7W0OgM7fijkH7s9TBmBlO1akpt2LezETa9fH5lpo4O/K+23Ial7+5Ajm4y/tF4LO7yXoANdV0sKlm+Bti7CtAZgekXtfxfoN1fbO9f9Ry4Za4RFq1snHJrG6V0hYYlr+DiiSZp/EacMs+jrgltpFyS+Dcq53aRZhe+atgiPTaIIvxKMTtfD7optBf2T5GuFk/wmmbWiGGNsX4lBcphzUJV+lTpeIgmfpsLSU27kWnbgs0mI3aZ5W3j07TfUaFT1HRcaxrKdzZgw5IyuOwh80kySon+sFNm+zt9Kv7z8/PxwAMPYNWqVVi5ciUOO+wwnHjiidi0Sc4tuvHGG/Hpp5/ivffeC/SEP+WUUwLvp7AlEv7kxVm2bBleffVVSdjfcccdLfKoaZkFCxZg7dq1uOGGG3DppZfi66/lHrrEO++8g5tuugl33nknVq9ejSlTpuCoo45CVVUP20ow4Yf9h6LVA9/cDtsGOQ8uzi2Hpe0QRVQ98CDuqd+OqdU74bGGH6pPlCrif3SyAAjySS9e9BkaD70Xe2rtYU9g9xP/5Wugq10FhyUDTlMq/CET1HBb/e3atQt798p9fufOnQv9YbdBc8lXeHmHHFmQqg2mGrQJTRqSC4C8A5TnXor/7fS3GLd/BUFrCBQI8+dPi7rnn9rRODXJWDHzL6hJP1d6bZjgxetrvfjT3qOBWZdHJew/Mc2CE288AEddHix00xHPrPQh79FmvLU7Bdj+JRLdlagVE/C+q2WVaoPHhsTGIvjFfXjopEMwszAoZlQobcDvGAFjQwGy44YiIz4fjuItwMYPWqSR9CbpmasR31wiPRYTwox8oXoSs66QH3ehOrqgnPOm/AzoEhIC14Gss+6DJk3+bh3Cm5hEotK/ipr335/Ff/oYE/5z4J/wyYSn0fzFP+HSVaDCugzpub2T80/b6IQTTsCkSXLYPBnKFy8OFgYLh6MmZGFaXlDoxvlkMaxvw/NP3iw1wqq3PP9DVv+MMTVyvQGzwQFRKXfmcPTs+POu/RrOdXJ/eqGD6JHQgrHUCYTw6D2wGsL3/Ne5ROgyPHj2iN14fV5tv/D8ixQiTeOOz4+sKg30JktAHOWNTcYO801I0b+JkTPkY0vfGNue4dBzg1rybr46Hj9eZA3P8+92BsZe4ukjTTBkdm1OEy6i4nVWW/1J69wkX79rrPJ9eu50aY6xu3E3NpZsxbrvS5FtGoUXmmbjFf/RaBS6lmaJ7CnAeR/INZxae1sD4j+29690nur0mFmYiEsyr8LVF22He4jcmqdp+YeYEm9DPKXrmZIAjW6/mk8qdHzv3PopynY+h9K97+G1JtnoQZ30JuxRBGizo9fFv9Pjh8UbPBbNGiFMz798nrrNqcizX4qdK6OrhZyN8rzRqTWiVqfD5+PrUJ6wE1VjR3X/Q9WoDGsa1n1Xip/e3o6VXwaPP7/GjAZfLmobopviMCjF//HHH49jjz0Wo0aNwujRo/GPf/xD8vD/9ttv0kn34osv4tFHH5WMAtOnT8fLL78siXz6P/HNN99g8+bNeP311zF16lQcc8wxUg4iefFVkfDss89i2LBheOSRRzBu3Dhcc801OO200/DYY0o/dAq3ffRRXHbZZbj44osxfvx46T00wXnppZf6bNsMurD/XT8AK18GqrbK/VIT82HzywOGydWAfdZU+MYdAsPQIXAbkzDE7YMhMVdqq9PVsP9R8YpoMcbDDSOm3P0NDn1oCZrCDCnaT/zXF8OvNeG3WXfh1zn3wLt3N8VwdcnzH5rvT4YqFadZDiEtTBRRX99B8aPJp8tFB097RfKUhxv6b6zeDK9RDrFcN+kqiNnjEW3x32BzwmaQCxxSwS+HKR4GiMjRGRGfLB8D0Qj7N9hLkL/vOeTbPpEmqdTqqL6i/Ql8rc0NmwdSRJEa3vi2fwE2VVHV8pD+zSjDjDWPYEjydmTHKXUhWpGTZMHEml24ROOFwSd/p2vJs8D7lwDlaxEJbMMq8PGUT1FlXoq8UXKl7bAgTw7RBQu56JHPB40xODmhCbI+wQC30vZQJ/SN+A89R1XR2Z/Fv0twwa/zwqh1YuTWl3DRYgHPPelHw9vv9Irnn7YRRUn0xPtPnTHGpQe9OCZ3Xbue/9B91Fvi371tKzz18rXp53gNBMX7Zrf30OvjdsBpToUtLhcW/7o2F6FrmHp8JSYlQaOIhhlDZsOs5AWHQ2IcdRYxYPUoLbbJkdux3+pPERUUTqzRijCYrYFja2TqCHx3gB+vnpaM0afKtX20DUpByBgnxVOOu+fL4tik14Ql/j1OBwRydCgISnXzSKBRis2Fin9nszyWVohyMeEMSwa+3P0lTvjfCXi57DnpNashGRq/vJxLuYaHDUVzjjxcTl9rTT8R/3QO6BMykDdspPxCXLoUraMSmJPRbw2E/te0Kf7Tm4twQdl6HLyhAlZlHkNh/3QuEIKve4Xm6LrbXs6/00viP2ikN4ZpYFeNdH1V7b+50o6S/MOwI2U2iqt92J22Dt+PeAMN+T0Q5opRxqnPRvE6eR+NmxOMhmuwx+ONmqfw8ZqjMBiImZx/8uK//fbb0iBA4f8UDUCD5OGHHx5YZuzYsRg6dCh+/fVX6Tndk/chKyuYq0seezph1egBWib0M9Rl1M8gIwF9V+gyNLGh5+oybUEXd/qe0BvTg7B/qpT62Q3A1s8CHkabIAs/s7se21OGIOXoKnzhXo0NEy5FauZCFIhmFFWHH45k0uuQkWBCoVX5TmsqzDoNsg1OqWhbQ5iVREPFf2qiFWjeB60mODA6nj8PqJbDumigoOOps4lraL7//PnzA49FJTeOvAqdVvwn6LvUolGhbdnaIU4XHHDIyiuohoNoiv/6GvgFeRKUlmuANi8TezweJOl0SElJkaIaDs3zYEhiz9MSOqSuCFhyP7D8P1jzbQneuPM3LP90d7sDrn7YTORf/zbyZswHdsshq+/iSLi8QsDQRPiV4+WAUQvb9ezdfeIEPD7BhzPqSpGslyeODtUgEqHQyNKavcis2YqMsv+iaE2YPdsrNwN7lsmPlUlhOIg+eVm3DtIE897f7sXfdv4NyTOfRb3ZFfD80ySmJ/2Oeyr+Vc9/f875t29Yj2s/9uPkXwSpu7dPH4falLGoqg9W9O6p55+gNDwyqBO//PJLi2tYWPiUcWD6Rai8gM4fEbo4OQqDnAChqPuIJtvdbS8YirehEX6tLLZ2mij0Vj7mHEqxxO4iuF34dfY9WD7zr/CV/djp+JFMxmPF+1uQOVRKhwmXBKsZXk8mJu07FMPrW0YbxWrYf0D8U5V3LWC0xAfE0fAkuZ1hcVMx/KE54d0oKBltMsVqnD5B3o9GXXg5/26nvYX49/l6dn62B50vWpNsTBNc8nVNp9XD65TPo/zUZIyyFiBNsGJqppyGsM6+CnqjFlqNDtP19Zih2Rp2HSGJzvZZPxH/dK5qDCakaJR5jDUVyUkpMOrNUn2S9ZVubK1Qtosq/tvoUCFV+1fmgS4j4EcSfhfGwqOx0uAovS52U2CrhRvbyvl3ePxo9gYjrDyCISzP/6T5+Viw5GoU7JEjpP3hFgTuJaoqq7Bz5KloyD8Ygls5ljS+QMHunuT8bysfJjlnMgsSkJYXHGd2i/J+8/i6mN7ST+lz8U/tgmigJ+/ZlVdeiY8++kjyvldUVEh5vqFWNoKEPv2PoPtQ4a/+X/1fR8vQwEYnAXlj6eRpaxn1M9ri/vvvl7y+6m3IkB6a3gcJNLEPnbwFPGyte9SnFMLmly+mJnc9duRoYRzpxi+aXQHPqFnUYMPeYJXdzvjbovFY8dfDcdgQZZClCq0vLMRvuj/gIO2msNv9hU7ecq3ye+yVidB75fWye5ID1l8S/urEtT3Pf2i+P3m8ZsyYATx5IPDQKBRky5PhVIsG+3bLBoVOoRA0opPBmo771JyW4d5iL4t/tahaR9ir9sGnkwXFNuc2bDnnbByzuwirnE75/P/4ajwxcy8unGqQjp3Qwa43aarzYIPjaBTZJiIjXzagVLVT8Z+MhrrEDOjM8fh7uhLynHsA4jLk43dbRfB9fiW/9/6l5TjtGUU4t+H51yqFAM0meeJo06RHdILkrxuB2bsmYv7mOOTt2xRe2yWKcKC+zV0M+29WvA9f27bjlp9uwTvb3kGTzQmzNw4ey3RsGncRmvTytotGu7/Q3PG2xH9/9vw7t/iRJpyPyTVzpFopomEo1k25Fhv3db9/MV2jQj3/6rXtr3/9a2AZiroLl83lTSjLPw7eg28Bpl+M1DzyrGmg0RugNSe06/mn8z+0TV532bR9LwpLvkaN9m2YjXukMHTCVd8zwSsqxVOJHY6QTjDtjB9piYkQFCOEpaxrqRMJVhO2uQ7A3OJTMLf4MPiUaLNY9vyr126NKGCGxwWTRd7PdGzlWHOwcNd5WLDxPLy/vAiCqKHeXoAt9tMv9f7g9cKo08Dj7ty76pHEf1BoXLhSD+e2bb2+bk12h3ReEYJbHo8TLEphXR3w7LoP8fizW1F1zMnIaAJy4nLggxeGFFl03Za2Ce+b7kaqu5OOQ6G8fCzw7V2As51zVW0TG+Pin84BEv9JcOKtmifw1ENA3U+ZOHTiSUg44Bh81DAEb/wmp87h4i+A26uB4Yfu9zk0D8rOm4Ga1AlwmszYpj0AZ3ruwGrLYdB7G2FxVEIUujfuhTpEWnv+KaXyQ7fcHptY5y0ML7rO1SiNHTq/u088/w6bctxoXBA8AgoqRdz6TiNmvPhA9z/UXiPZpLYWyWPJuINa1sC5cs+rgdpPoa0OByp9Lv7HjBkj5eL//vvvuOqqq3DhhRdKofyxzm233SYN4uqt01ZsjETrC09g0hEQ/8NCxL8sfh6bdCx+PFBuCVOZooFBEdnaiiIkG7ruFdCoOVmUh6YMgmmaJtR3w/OfbZR/T0NRIoxeWfDZvckt8r7UiWt1dXWbwnXHjh3Yt09uZXLwwQfLF3DqG2uvQnJ2ISps8oWouWRj2ytEfXMfGQu8eKTs7afBZ8xxQCf5oyRgc6e0HKg0Gn3UPf92hwOeHFn4NmjrUVnZBH1yjlQMTvL8J8oX6XSr7BWLlPe/plLAT01XYHXFwcgYKov/pmon3G0YheSQdfn4fLRuntye8pQXMDZbft/2yuDvXpVxLH5c8DBsKaOQbG0/tDM5Xfb0GxQvuVOMj+gEKX7PybBnXAGnJR0GbJUG/E4JNSh1QfzvmLsQX8zQYOMwLcaljsN5wy7CWVv/jONX3w2TZhoqs2bCqZcrUUcj9L8zzz8ZKSMaZRJBmup1qMieBY9F9qSKSkX4nsxn6FqhGm3VbUSceeaZUtoeQQbMpUuXhvV51761Ggd/noJVw6+U2rpSVNYQkxOOncslodKe+O+t0H+t3Yb02o2oiPsFKboqGBTx727uWcSHP6Q1WkOD0Ln4j4+HX0mj2arp2u+yGg34xCtP7JPsegghub2x6vlXK5qT+M/w+2G2BtNsyJg0vGYqChsmY9Rf7sVTtuOxbsodgL6LueZ9gCFE/BPeMNrieZ0tc/6zmrXw1HWQ2tdNapSCs1SdXvTI+znJKjsVrNKYKsK+1wChqQn1b76JaVly3R9nvFLp3i+Pv36aZ4QLRT4ufUyex7RF2kjg/P8Bl36HWIbOVS1djwQ/6nxBR0l6Yg58NnlfVTUr5w5tU0pZbQOppsX0K7F+8h/hMqXC55OP6VTHAqRvfg9zlt8NrV6u+dSb4t/h8eGdUQuwc9gx2DVsETwbvgnL8+/32PHmoVpoBU+fiH/RpXQv0LhwYKYWyc587BvxEMqST+z8vaIopYdv2dLKWbbwTlQf8gpq6/TQGbQYNTPo8C1rLoNXF7x+et3RjXQYlOKfvPtUgZ9y+smbTsX2nnjiCWRnZ0sTjtZWfqr2T/8j6L519X/1eWfLUHcBquxMBdl0Ol2by6if0RYUqaB2KVBvTOe09upJHjYqTNe8r6VFOKUQqfpSpFoqUWU0orpMbptUmQwYyBtA+2D3WoxJ7UaoHL1fq0fjDj8ad8oXtRQ0dyvsP00ri7y92olwWOXjxelLaiH+KVVF9W5QdEvr3NjQcNlAvr9HnoSm5xbgtzI/finxobpyXzsrVCpvv33r5ZD/E58Ezn4TyOo4f5/OrwSdE3OXyX1PCQrzi7b4L7GOxH+zTpIej6ydDuOOsRh36QuwFE6VPf86U8CjQkRKlPmVars6rSD1OE5Ik/PLqkttbU6WyfNP7HYlA2e9AaSPxLULR2HJn+bjqvlKjiAdGxoBftGC2tw9yE9pu5p3ZZML726Tt5VREf82vzli4p/C3jRKoTEKUS7S3RSe+A9dpgth//Y50/H20XEwHXME3jjyLQxfdij0Dgv0ohYNZvmYKcrQ9bn4DxWd/dX771ZCI3VKKz1Bq+SU9iB6OjQNonUxvr/85S+B51TANxwoHJWQimWtextYfAcuMv+K6g/uht9WF3Hxr7fL57TdDKT7/VKxUwpF9/Qw7N/vCR4z1qK2w59D5zTx1iT4levbT5pOOrq0QqvVwCnIUzgKH9cpE+ZY9vx7PWprQj+W+McjPj6hxfkmmpTK53or3nEdhvXZpwKWltGfXYG2NdV4uuSSSyKaTmQWW16zhJAK6+1h8ukCYf+jyj9CdtVKuJXjsjept8nrIrjp2JSPR4PeBOoqGZ/gB2WaZB0qG5qdGzZietZ06XG5Xh53bP7sLl/vJYdEaH2Y1hgswIgFwflejELnQIrVAAEtDVDpVG/KLkePVTV3fs0g8a/Vy+O5W++G2y1vl6/3WSAmyNc2sZvFjEOP69bif0x2IsYNT0dJwSLsKTgG28o3hzW+bl5RBbPxElRlyseCL8ph/5ZJ8py5OdmJuxY7YTd5pOukoO3cEPjVV19JRbOpk9yePcGaIWLeNCzfIhvEh0/NgMka3Fa/7ftNqvuidl5g8d8HkHeBBCIZA+hA/u67oGVw27ZtUms/qglA0D2lDYRW5aeqwyTEKXVAXSb0M9Rl1M8g4wN9V+gytA70XF2GibDnv0EJmzIlBjzxNCgcnvwvnJJ9J2p0Irw1Xpi/MsNt1MCnkSdYGZbksFvJrSyuw7x/fo+b3l0rVSv3XbMT5W9vQfk72yD4NEjTNKM+tO1HmOLfbLFCTByCRgSr9OpzjS2Kvtx6662BXKwXXnhB6iwRagDYr9gfFVJTuhFkDR2Jk99x4uCXHfittJ31U3PCKWWiCzmjJKJfEY7B15PkvF3CoNV1uW1XT8U/1WEYroS8q/xp8w/4QduIVNpuumAuZSQr/gtK3ymdTjYIZSre/+o9ze14/mXxbw1pWTYsPQ6F6XHQKUXsCJ9L/jy3aEBuctsFazw+AR/ukCfbZrcDNup7LuoilvfaejCXKo6Hk9Op1pGYdiFw/BNhf99JI0/CivNW4OFDHsFXz29AVXETBJ2A9+M9KLPKk6clgjVmPP/9Oe+/2SELCJ/i8T/Cqewz9XjqBqGGkNBtRJx77rmBriYrVqwI6/Nsbh9GasqQZNslF3r95QkkOYPRc5EW/wanDbWp42HEGKzcJmDq6r9hwU/XITetZwLR53EiqXGX9FgQjAEjbnvjhzcpC4LuA9QK98KV1vXidh61WJhWD6EH503odVutOxAJ8Z9eYIXh1xsxY/XD+F5X0GI/0/mWlCCLUK/eikSPPewivO3x7rvv4oMPPpCKRbeeB/YmVDMoFH8Y4h8HHIA1nnrECcuR4iRLEeCOwDUn0SCi8t07UPvZo4HXdu5bj8KjvPDM/hKHDM3Dm+PlMdaxahWmWeXirztEuW6WyycbX6xiF9pg+jsR//0EOleTrHrUCsHrD5GWkCMZKYmqJkX87/gW+OBS4He5WGIoNps9IP5dRg/u9L2Er4x/xnztWmTr5M8Ru+nUCHWGtM75v/8QM94Tgs6dRZPMYY2v1eVOJHsPkDpYER7FaBct7FLSAeA3u7Cryo9mi7yN/XoThE6MeGpBeDKKhI5HVG8kLskInV6LmccVtnzPvt8o6wxerbxtWPxHIXT+p59+QnFxsSTi6Tl5QWkyQXn0f/jDHyShROKIivJRNX4S5LNnz5bef+SRR0oi//zzz8e6deuk9n233347rr76arkCN+VxXHklioqKcMstt2Dr1q14+umnpQGB2giq0Hf85z//kVoFUqgIpR/QQETfx0RB/AdC/guC4jVzPKpN12LtT2Mwd+96+JtrYWmQBeLKEUrfdGMcNu+tR3MYHo/iWgdK65yBC7V3b7B4ns+lRSqauuX590y9EL5zv4dHF5zEuDQtPf8k6N94441A4b/HH38cd911l/SYhLbq+U9ISMC0adOkXtEqecOCvXfbTS1pXS9B/uBOc7gdLjfqtSl47bBNECELVLNe1yMPSXfE/xHDkzBu9i58O+JF7EmWJxxacxYSRAHJNAFVJhAmRbtE3POvk4V2RoEi/kua2hT/ukRZ8MRr2z9uaP9qlLQNj2BEbisjh0p2khk2pSLz8OKv8M+Sy+DNouNMA3hsbbYP6gk+T8swPlHUh1UgMmAgmHgqMHRW+N+35Bl4Pr0P3z+3HCWb6qRiUs5hNSjd/iP8grzdzRnD+0T8t9XqL5Kefxqn/v73v/da5frWON3yOdeoE+AzpcCiGAEEUdvrnn+CjPSq+A+rkrQoSp7/5w2PYshbC4BG+Vps8Kh5ntrIe/49LqyfeDkOqL4GzjoL/Mq1Re/t2bHnzxkl1agxu2qh8Ymdin+kpGPbZB/em1sNYzei2691PSPdi1o9HM3dDxlX9xs5Q9QoxoiE/Qt+PDID+OMf/Vg2wdtiP5N3NDFRfu4zWJHhqUdC9Sqg5Pduf1/osdJRt52eYlXGAJdPxH0/u+EIQzx4xo2DmLcZJ+c/AId3Z8TEv070wbV7NZy7lu83hlW7KmFs1MKRaIFxxAhSTEhfV4ZUcyp2Jq/BfcsuQr5TruuRrQmz1galBynOiw5TNop/AX64D9j+DWIVOgdK3Qm40CN3NtH55PlNanwm4JDP4+pmt+wwoYLBG94DivdPffI4g3OEE4fOwTyXAzoI8FpLsHL0oVg65za4/CN6Peyf5g0rVwTnHGnZOWGF/asROskNO1FQ9AYK5ipOuSjhssvXI4PGhZpyN9Y8oaSuaHTwNHQ8pwz9fYFrrdcJ3dpXsWD6Dpx/z2ykZLccX4YlDZMKjiYqhWY9Lhb/EYU89hdccIGU979w4ULJSkMToyOOOEL6P7XjW7RokVRV+JBDDpHC8D/88MPA+ylc/7PPPpPuyShw3nnnSZ9HbYdUqM3f559/Lnn7KaWAWv6R95Uq/ofmLT788MO44447pJaBVIOAQkdaFwFkIhT2XxfiuVYQdWY0bS5G4q6dSNR9CnflGlhFK/614F/QGmWRED90Km5aXIdluzqfDJbUyRePIanyhdC5R/5Ov9YAl1uLSak+TMpP7larP+/evfAaglVDnQKJ/5YTjTPOOEMyMKnQMUrHHEWzqIUl582bJ1tuPcrFTW9GYnKqZBQg9paFKf4X3wHckwEs6TgE1+Z0IV4A5u85CRpo4dY5YPvumR6J69aCKRzxb3vlXky78Z84d/FqbMiRq+Y3Jslh81aK6lHEf8TD/pV81ID4H9p+0T+bwwVdnHy8JIR0TCBeWrob1721Brtr7BBsNpht8nr7fO2Lf4NOC1OK/HkWD2BOMaCaBrlFjwJnvdVp/Yausn8Yn75rnn9z19Kcqv/1FL5+xobt6x3QaDU4+vJJiLfWoeaTf0JslMOdU5UJc6x4/iMh/ikM+eSTT5aMf3T+RwKtYtfRmEwon3svPrfOkJ6LSgRNb3v+CUqhI8KZWLp9gtSi1aQYJZCYK79X1GHIje8h5bBL9xP/oQaa3hD/N53zfxCVfGu/ywW10Lo3JGe/O3hmLsLaggoMKf0ehuYNsuGug/HDYE2ARhGOVsUz2BX8TXItHModL6oIsyBsG6j7jfZjJMU/Xbs9Vg3qEzSwGLwtujqQgUkNxfXqLZjp24YLNl8uF47rJqFRYpEsJGrVyQbMyz914a/fu9EYhngobS5F4+hyvC4cj+1Dr0F59my4IiD+2/vddJ2tdtXjuk/8OP7B8kB0me3HJfi/Gf+HRxY+hIode6EExEEMM+ffH2JA27O3nVRFYtf3wI8PAtu/QqxC56q3Zg+8W2RBb3VWQ6cVodXqkKiR5yUev4AGqgsUp4wjbRjqvYqxneouTJk9Gel+ASMLC+Awivh5dAo8pnw49cEUmF4T/64mOKqC89qs7Elhja9exRES56jEiJJl8GZFvgNPKL5i2ZBpdbkxPl2Hu8YGC2G6azu+LoX+vsC1ltJiqZvYR1cgLmX/6+zVU6/Gxyd9jAMOHYbpRxfAkjDwK/73rLpXD3nxxRc7/L/ZbMZTTz0l3dqjoKAAX3zxRYefQ63T1qxZ0+Ey11xzjXRj+sDzP/kMIHuinAemsP33ffjBfA4yxo7HjsyX0fjfX2E+4UQsGLoAv8WtweKf34F96GggbSw2lTfhqAnt12cgyhTxn59iBT69AXWfr8FPBz8k5RaenXIJxiV6MG58VrfEv+v35fAo4n9cwk6MaV4HDDlhv/dR3iF5N66//nrp+c0339zi2A20+FO9RUb5Mw+bkI3HDhThEytlT3Lr0P7W4p/y9sny3omYczg9OEWzAllVh0jeqskbb4e9blePxHV3PP++ankC6zBpUJFQBAF+aI2JUr/sOGpveNC4qIT9+zMmU38Q6LLllKHMgkRpIKD71jTaXZI3RWtNRnwrLfTZ+nKsLmnAEeOzkJvig08vH9fNmkTktSP+iaTMVNy8aB68ucug226QewjPuAmRoHVYm4guev63fCa3/Tvg3LC+b6N+GEqGyu1UD7tgLAompsG9WJ6U5lD/aAtwcHkNnoqS+Fer/ZOQpXEmWjn/1K5TPUcoIi0SqAE/GpMBeQefCz3lI79FaQCR8fwT6jakawcVNSWDfLuf5ZYnkialJgGS8oGy5UgQm6E1WqCLT2231V9viX+3LejJunm4C0Wac1FmzAH29czjY2t0Ide5CLsLbUgv3QAkDekw598sAgl7D8EhjT5Yp3bdM+1TCjmQ+HfZuy/W1WOS9mMkxX9VcTNOFM5E7d5KTDZ/hvK441uJf7lDAo3LDvU634OaJ6FjWSTF/5Vf+mEV7ShtFMP+rto9m1DuT0SqYwoyrRPgsJbDZQ8vjbEr7KiyI27SEfDWlsJTvlV67YyDr0PdigS4hmSgoFq+DqVdcjH23f432H/8Ccffdx8cbjcElwCP0p5RSkcMgzUrfoNsbgSuvu4mfPbV4n7b7o/OAU/lLvi3/QoMWQidz4WEBA0aGoGMuEzY3TZoTPFS3n+KtW3xLx2DSm0On+CBMU7peBGXBm9tnJRrTojdrKnXkfj/69tLMV8Ijm/JzZ7wPP/SZxqgEX34epoGE6q2AkOCUaiRJr/oGwyr+hlVY/ZhTJoW1x5owLNlTvj1FrjqbWi7j0rbnv/6CjuWvVGGg33ZSEpqPw1FrN2D6asPgUavAU7qegpWfyPmcv6ZgU3rib00waYqqYUHA3lycRGicvtu+HVm+LWAuLVWqlOjTjCTrD44Nr2FpG2fSs83l3deqEztuz401SpZnF2lJXKvYZo4FZ4EjJSFSVfE/9BUE0z/ngzvp/fBqwh1w7LFaFpRC8y5us33Xnfddbj33nvbz/cnqAjQkNlAnlx115qej2EpWgxLBmqr26ieqw6eavEc1SvbiZizudw4GqvkrxR8SG8mr5wYdfG/cfteVGUcAFvCNOgEPari5RoQDUmj4N6xS6oG/r+GsXhrozeynn+l3aAuXh5azHEGzD5pBIYfIOe9hWIQPah67y5UvHoDLCHikRgTUvG/ubJCCsklpg8rREZ8+2GQOclWbLLMRdPK2Ti15v9gqOl+a7auhv17jGF6/o+8V+rLjp8fBr78c9jfp3HvwqE/XY/0lFcwdrZcPdru8kgh3qKoFAFTxGk0Pf+hojIaOf+hrS8jJUZq8uTfVDspV6o9saz+R/xS+CGyDw+/Hkh3Pf/h/C67YngyB8S/3OUiUZCvqyT+Ix32f9AwNZJAwLhkH+oSx6AmfQpq2qnQHy7JPm3gegoycrRR/btFt5jyUhgc8zG+5hhY9F0PrfUatCgofhIHrH0cnh6If/WcC/X80/Hf221Vm2qcGOWfhQOLxiCpRmxh5KFzw2TVB8S/Ty0w11wOdDMdIxqefzLI76pyYG2FAKpfOSJFE1bBv6EfLcHJ6y5AZpM8zruMBri6UlE/TFaU2ZF+7PVImHpMYHsPSR8Ff7MJmmYjjD5ANBuQdMIJSDrxRGTedqsUuk9j+cHjFmGN8WE83HwtvvSScbxzmhqC5+cXX38rRdH2V/FP5+qFUwz4yzw9TO4GmDyNSCn5HduqlsPuboZt2Vt48NRJUt0iqXU0EVLvKWDUUhxbXr0Hb1Usg5McONZ0eDVx8Gt9PRL/oWmaoTn/Xr8AjbsJAlnWFTRieOOrT+l+QkbFJQeMR/Wu6Na/yWh0I61+KwrspWj2iPhbeio0grzeHrsn7DloU2MTfnp7O4p3+PBL84XB6IwQttZthcfvwbKbr8P6t614iTZnL9dYikX61PPPDD5aD8DtWSG3b6a2dqPg1TfgOIcT3ysdFpo8TajyrMUTeXmodFbiIurZXN7UhbB/q2SZrSvUwu1thhYJqJ16MwxjM2FvcLYblt3W5G0S9YK3VSC50AChrhCwiTB4bBDsdghuN7RK3YnWUHVssij/85//DLxGEy5KOZHIGAP84evA/+KyhsHpXQmLQYOqHWuQnnlMyw9MGgo4G4NtEqlwItGJmDOIPhicsjjXKjl6ummnRV38G1wObBpxCkRzKk7P3ojNn29BdtYw1CePQvaudyFmTsIXjil4d9PyiIr/kdMzkZYbj7hkU5eOY7W+iMroLFn8b6toRo2zBIlNjVJv3xcvPluq0N0eOUkWiN50GGxDMDJ3Mhq95QCF9Zb+DhjigNFHordITDcjq+xVWL1p2D1sEUTRAOSr/poOmHGxnKO96pUutfrT+AXoBBF6S3CistSWgaE3/w/7ah7FaUu/Q2OyJyrinybr4Yj/SHj+oyH+l+b/hpL0ZThINwFoOAJ6bwO2pKxB4qhgqltve/5HaDRwWq3Y5ZE9S20ZCFTizXrcdMRoWJZ65OLjibL4T9LYoiL+PcXF+OOKd/EdjoZe48a3RT5sMaaATG31SuXt7tL8OhVVOwEeUzLKkg6FLOvaF/86vxBIP7BkFHT5+2yZE7F+yBrs0BlxasGZvRr2L32+zSZFt/UWajhxepMffosGcXktC/4desJwLN1yM0prdmDYvNPht/0MndcGNOyRx8UY9PyTgUE1kvz6hzgMTdLiilWdOyREjxdCXNBT++NkExZO7Ppv7IwmpSaS4LZL+1bap4qX2tAoR0BpRo+ExmhE7oPBVMHfy3/H6JlTkGIei2W+ESjRKoWZO8EumBB/XxNMeo10ev/f//0fDj/88P2K0QXEPxV8JkeMtmedhiIBzdMmD7fglILfseXtYNrl2rRUlFRvA6q34eQp70q1MuBXrh3OOrnugVLjibZ3g70a21Y8iaSDkvBE+QpQvMvP5SJ8mnjM3dQMbyKQ0M02o+15/qmuSqJohyAGnRM6aGB3dG6Y0pvIOOqA25SCI3b9EQ17vcAZiB7K1GL5PqDZLeJ7qwUzc3chwTUZ/mEti/V1NAfV2pJQtrVeSuWcm/AqYJ3YYlmXz4VzPz8Xac3AE8sc8OrjoNmXAlejA+bk/ce5gQR7/pk+9vzbge/uAVa9GrDuV9gr4KqRH6cYqzBpxizok7Ikz79eo8fi1A1wmVJgTcyHyefFvkYX6jqwBrq8flQqhf6GJMgF1HamHg6tVs41XfLCfzHl7m9w2jPLwvoNajjkuCz5oqrPLYRT6YFdMnQBto88Hf69Re1aDylsn1piUWHJ0JD//QZHhfwhQ7Fb8Ug1Fq/dfwFq63fjBiBDCcsyK5O1Tlq36eGHSZDFqD0uF2smX4OCA07q1YJ/tL87+zy92x0IjT9u3NFYvf4nLK1eh9SqldB4PPCUlLQY1CIV9p9kW4VC21vIEDcEXnM7fdizqRZFa1u24XKGHMetxX+o5z/e65YqW09sfjVQ8LE9cpLMOLRsDRYohc+kwBQqHvTeRVI19N7EkmDEU8euxJNHLMOe6p9QZStqEXnTIWoFZxL/4VrIldBRLU2SFBx+reTtd9sFGHxOWJUWh5EW/2SQUo/JgSj+Pf4auAx2TGz8AZ7Nn2HiL9vw6mN+JP89WHOktz3/hzU348UhQ3FMQkKn+y81zojr5g+DTqlUHxT/8nfo4lL2+47eFP/eiko0/7ZSeixoPaj0a+CPl6/pXjXEuZv43EH3XeXQHKB8bYdh/zpf0Bh44tj9U8U6wyNqUTNUwMrRWjTHdX86p+6z0LD/SIT+q3VVqNUfBfq0LvhnNOtRP38Mnj5eB/fCYdClDeuRdzgann86N+49zIRbDzbCbZD3gRhOiLzPG2j1R+gEA+zu3vewNiv1B0j8q4acBKscZZKstA+2KN2xQnln9ztwj5X3f4qggU+ZK3SGx+uFQzShQSMfR5s3b5bqbO0H1fqgsYQcD03d63EfachQlzu0QBrmxJCfX6DUYWpxPqth/+TCdzW0OK7triac27wR5yz+DSl26pwgYnuzEZNykqFTIlC13fQ2tyf+ad6bROJfJ8+tEpt2I9lTA6er82NTo1zHdH75uiBGMeWf6sHY4saiPOcgfFCcCBvVQBJFfDfqNbwRVwJNB6H7oXNQirbI08jm12kTqpCkrwhGZyisrloNj+DBvB3yebhx3Olw+P+Brb/G5vHYm7D4Z6JK64lhAhxyCDEV41DCfp9f/zxMfnmQKjBXYKi2Gn57vTQxsRqsiEvIxrLZf8eKGbdhrF1u87ipg9B/snwfMDRZCvlP1cie6GZ/sDWftqEGyWhGkyO8StXqhGhkunKhTSmE7qJdeH3aXajOmIGy/PnwPDYfcLZffZkMAE8++aRU+Ius4vfdd1+7yw4ZMgRF9Uq7uIpg4ZN2UcV/J55/j9sNQ0grnvrUcUjRanrV89+Z99/nF6D1eKVcLiItIRkbi1bg7Q9vQnnzTsTNmwfR0YQhJhtGp2kj6vnHti+Bb24HtgejLiqLGvHZv9fh14/k9l0qb271Ycj1byNh+gn7i3/F87+nzgFDk7yuubn7T65ac8bMIbgd23FEo5xvJs0F1GiOXg6NpKrbNXFaeHU2GNY9DcPu9zp/k7MBKFoC1GxXXui8o4RKs2kyNo29EE7n2MBrLiUP0lsq3ydQdfQoiP/2Kv1HI+c/GuJ/9ooSXPalH6mVZoh6MzQaEY2Jw9AgZsPvFyLi+Z/UKF9rzktJDW//+UN++5BZwGU/4LKlct0WrcEEqp8VCoUrqxPbnop/X2Mj/Eq/aK/Wi1ovoLEq7RGVY7C7NIS0xGqy+IF96zr0/E9Ml7elBgKGp3bs0WoLj6BHau0cTKg4GE1N3esRT15r9Zra2vPf2+Lfp3j+NaIAv9a4X8E/IjdeNsqX28t7HBoeDc+/o7kBf51nwsEnpOKUCUPxclJCsM99R/h8LcS/XjDA5uzePuwIm1LcVXA7pH1rNSUExv1JtfL/kiZMCSzvLtqN2hdfwhRnLhrM8vwqV/AhCZ1HM6gGl8wz78aQa9+ALlFOmaNi2vsdS+TpTx4a06H/tM5pRi9Ev0YKmVcZarIiOS4D2rhkfLdpL9aVNsgpPmrUpUOOqAi95luV+a1oMmCFMBaNlqGYlZ8EQaOeE5pe9/z7PFopfZZIbtgBwaeDPQzxP2a2Dof+dCOGlirtMSn/NkpQG9jG7NnYOuZcWFKypbB/i2IY0Wi9aO6k/ac6Bz12+gUw6eKlKMdpw+RaF4hL37/FH4D5W+Wokz0Z8nnrDenOMFBh8c9EldYDcKZBmWAn5ksXTwrD+an0R3gMsmU6LbESQzWVUqVZVWSNiB8JrV9+33C77JHtKPQ/M8GMj/44Fz/dsgAaRx18bg1gC14ErIIOa81XIN9XIllLO4Iu5ILi5R+WJAu0qiU1MH7yA1za+kDilt3Tst1fW5An+M4775Q6UUyYMCH4Dwqpfnh0IKc6Pz8/IP41FP4YSlvWYlN4Of9NzY3wCy2Fa6G2Pqriv9HphSAEB6xaVzXSjkpD6uGpeC0/D0P/8zzM5hrcmvg/vH2qJaLiv7zKiq3OBai1BavjqhX/Gyod8DiDg06tS4DWHA/R791P/KfFm5Aeb5R2TU25fHy+t6MJ//puR4ffn2QxwJKaEkjB0NDkSJ38kmckzIJL4VBRWYeh9RMwsjIX5+nTML+5Tgph7JDKjcB/TwQ+uCz4Wjih/6IItyEfldkHwusJ1k9wKX3nTfpMbBl9DkrT5kVd/A/EnP/hVQdhqP0M5NQPh95gJpcSVk37E7amngW33RcRz786kcgzGDotKFVv92BblQ22WTegadYV8FmSpfomu6sd8Dvla1ZVs2s/Y6m6r3oq/ouKK2B218FS/w6Q/jEOyNQio0HeLtaG4KS9O9gVzzYhCpYOq/3T9T/JIIs/veCCxtZGPZdOqBQSkbT3XMzbfTqwXRZqXSV0f5GBXe0uExnxrxQ7E/wY5m3Z0pHOt9pyG+J/GY2Ddp+Azdu2Yr1dqYOgdgSKQc+/q0He7rdmynOKR1NTwrouarwk/oNj39gyHVJWtBHZ10PsaqV5N7VSTESiRTZ4Chovhu2RHRSWEcHClBV//zuqHnoIkzY64DDKY3ee2ISTDLJQ6gyDowL/KlyKW/VvImX6Ium16upq3H///f0q75+iw+iYTDd6sNJ+On4/5A5UZM6E05yGnOw/4m9nvoy4sfNw29fleO4nxTlw3RrgbzVAutytSL3mZydkozFtAmxxOfBak3Gm5w4UpcyF2WCGABeM7gb4upBG13o9VUKjR50eP950H454Wykyq1YiobkUv/gnwOnu/Hvsu36FTvBAr7Q2hKiDqBQXjTRNJLy1snHKIdilsH+TIOLY5QIe/PZ9uD/5X4fvp/lDTkoh5k86VXo+78zR0LuVyE2qLxbCb+W/IateRPrueohaDfamytcID9UjGuCw+GeiSuuJfS71NSNS5HxHs96MD4/7GNDJE5B4a7XUpzo7XhMo+Dc2eSxEihigQclejRsOH4WDRoSZq+mogaPKhNTqYHElP2SxnKJpllu2dECo1yY/3g+fS4vaL9dh5ptrIehEaAR5smd3J3e/Nzu9jyaCysRR9vzLF16zU24LGGDpo8DDY4AfHwq+Fp8BFM4Dhs7u8Gv21pD4bxlCZULvFvzrTPzXO7xwZ8hiW68TsLNmB3LOzkHmwmzkZk3H118XhbT6i2zY/9aSXHzXeB2KK9JbhMfHp8jivro0+DvqlXmkv6m6RbX40Lx/vVaDddZ8fH/oP9GUfySyEjuvJaBLSpIGXekxtWYjSzXl+5OXnXIje4ndaytw7NbLMbP0KIjQQB8PiF/e1vGbFGOS15wDhz8JHqoiHOrB7YCGHPn8FBODwtEDeeJr1CZhX+5c1CeOjSnxH2nPf6SOY6dlHPbmHQKzKQc6owVa6bqk5P1GyPMfSmf7b/GWShz15EpcUXEwFtb+gMu+vTLwHa7itRDL1u3f0SRkX/VU/LvrqXBXE3y+n5GY8CMabAKSbUoHAkfPPK/+kDB+q8sEoXn/3uhqmDCFYPsc8vkjim6Uubr+u1a5C6R6GsSond27bofur4h7/pVCYuT5TxS0+xX8I+OUe7MZs4om4fJ/r8ZdO4bDf/Q/gSndq2cQOpZF6rribpKFRZo9D1P3Ho7htVOgUa7hHaHx+1uI/3iXFok1nedjdxWHV+kI4XZIx1xinCyARI0DGZObkDzCAeP4qcH1ULoOZWzYA69yfffAKPWlDwedqw5n6H/E8bpfMX7WfDkfXmndXVzcSuQfdT9w7WpgytmINdR5S5rBjQYxD3ZtFjYXJMDkboQGGims3KIYlKqUtFJpvG7VUpWO66mFB2Hd5KtRXHAMBKU4dILZgERtIRqX/4aDf/0rtDVf9arn3+n1ocKaiifmz4NJUwynJR3ayq3wOjs3aq/27MS1V1DXqOBx7AsxbEaSOqqZpYj/WVkuNCth/7nOk1Ez5maUbvd3Ogc9fOqZ0Gl12FW9FoWT0oHZVwGnvQyMOS6wXL2rHlvqtuCgzUpUgSBiWIV8jfAqdTIGMiz+majS2vqeH+draQGWCtEZUTg5HboME+qV8MzhKdqAyJqcMRlerXwBS3bYcMPhozE5P+itbStUP7gCNnjtRrhN8vIGTzPibHJ+TxqaUO/whC3+c0wueO06KaR21ZSrMG3vMRBFecBw+JL3q/oaNm4lBNVtgL+pSfL8b6zyY1mpD1trWl2AySNiq2hZKjZ1OHDRZ8DJz3byPc0YJi7D3GV/gVmZeBp6GPbflmDqSPw3ODz4v9wbpcfmRAuSabtRBIJpHKZbFmLVx7vhsblbiP+IVftXxhSdXtviuFG9/9Ulwd/R6JEn+b7mmv08/8TjZ03F5ruPxubEvdTTB454bVjFJJfXeOVK4WQM0ejJ5Rns4tCL3hFvszzJTHR48cP/s/cVYHZU5/vvzFz3dc1KNu4uJCFBg0MprgVaoJRCS6mXFqjRlkJbpIqU4lZcggQiJCHuskk2677XbfT/nDnnyrpkNz/KP+/z7LN77957Z+7Mke/95P2WPYwdU/6CWD8quokyksd3/xBPtD6JtcGvkabO/R+M49BaTststJwUsZA4aqgEsuj9bc4Qjgn5T7T5+7LW/GssvVSwWohyk975k2flGYma6+GO/CcgMpXwPj+LtfqTDVWIKTFsat4E/7qH8IOZYZhX/gHWTU9hTG7nVn/p94p8/kDaVfUGmfTpIs4GM+BWVXQEFWgcuy5HGd1yKAcw+jCNTFmDVkjNzb3uIYSINbbQORXnRFSG++iJ3guMvJZcpzK0oQnzpV/LkSb/CiP/vKZgoza+W+Q/pfZvhTOmYIs2Dv6p1wGFM7+wkX+Jkf+vHDgTC2rOxbLDFw1oXbRIxmTa/0lNP8KMHY9AGUBUdrBIJKypMRr5N/BGeEMt0BBE5tgICpYZwac5sJ0nUfJvrjwIuYquVxKMukbQQKAx7SZRM0A0u/Gd73wnef2J2HEnEJ2irIpuhPmLgMQ8zRJikDTWrtcaB6/JMLAgTwbTTCet/noDGddOE1sztTh4jv7tshjw7I4gDGNokIZjc2O4yL9JEDClNAv5Y2Zgf9lCHB59PnaZJIgDIP/x+gpM6rgS1SWpjkNKlw5BI4XCLA4RC7WpGgMBeGPAthoZksBDMVggMw2Lvtaz51Y9gDc/fxxvb3mcPpk/FZhyIZCbKjvc0LhB/z0xSPcaJcuNKUfofZS+/IH/4+T/OI4tuhr25R4WKUkQHLJoaXGcfcs0hBZno1ajpKHckyL/k/MnIybQBczMUof7wref24oTf78S7+1qAiadh/jY6/RNiWDept+itPYT3aedyQ2c/BPR9jZkQFJzEbHmIOiegrxgOVpcdFPg8y16lsGQIIbgU3hU/vx97FuyWI+ObOpwYNHjEfxyTZeFL0EI05wnA0UzMnGL4VZ8kp8JM8fO1WhC/CgikoON/FuMAuYUUsJvshogB2TIQRlN7iqo0OBWOey6+m4oIgeTwI0s+WdRO0L+a4O1uObda1DprURuKSX/LdXBZDpdVKXjTg609kj+SamJycAjHKbXI46Bkf8dfhW8LqQnQma1gCORGmmRqGfdIMd18S39u8QiA4r8y6xMo8VxGmBOpQj3hRPzl+q/JzDFbqL1QGp+CVqZsXjYbNTrQP8vI///6zX/hAhqhO2Tv60mnfxfEQrqBiuBwqKAwxn5T3euiprW7/0LiwrMEJGHFLHctO1xfGcuUJFJo8ENlT68/qetaKkO9Hiv0h04g4UcCCJm9iBuHYt733bjsc0SLB1PY9mnt8GpHV3atSCHkNWxlx5HsEBNu9+Ja5VO/jeRFpuxX2Jn9mN6LfZgQVpSaywiK0Xjw5L2P5Lk31OhYcr6H2Nc5YtYaehM/mmrP7q2yEYbzBJgVCQEokNf748F+ZfDdCwaYlP13ybZBWEACmm148cjGKlGC98IB0evszoC2UCnZnag9fXfQWw9ot/bPbWf465nLsem4n9iSUkR/uZO3W/9/MvK9B9OVTFmLx0bimaARRlYVozK1nMJBjTFBHznzh8iO5tm0z333HNYv35g5QP/1yBjnwQc4hAQV+jeHTLTMWSRaLmEh6c2aXMgRtfBnS8Dr3yd/k4b13ZG/jUthsn+zfjcfAvcJg1mo4BxAu0iUCJ0DCv5n1rsxusZD+HhyM8hC3Q8zhxjGtD+qvlzMb51PnzWjGRL7ETJzkgjKJL9itpULeEIPBmZCEUUSAI9b7mfPYysZ6RN6Ptbn0FNU2etpp7q/evuuAgV770L7ayTILBMl4Sz58uM4+T/OI4pui48JKKfTnBu/vBmbDprGfYvWYLYvr34gXwTyj4+Cc/sTNVWe1weNDPhvs3ZDjT5Y/hgTzPqvD0b64dbw3qrPyMjj8HaNt1A1lQFJjEAexxo13hdDHCgaf8kQPSM4TJI026HZKRGW8wYgt9KN8g4Ubodatq/GEarSBdxPi5BDUf01H+Curq6zpkMfZF/XaK294UyJPH4zJOPx66sxZ4cRnwhIxo/dmn/U4rcOG1uNQ7O+hix2TV6Smy8Pg5ZENFqpgaRzz0WcZ9xxNP+FaZm/EDHGnzvk+9hW+s2XP725dgv7OgU+W/0R5NplFo83CP5JyD3ydDCDCGNR6G7/w3F6HHDFmuDs+EO/Ev74YiRf4mlG/OqCI5lGvSrAhzvLPjEWd0A61/c9/tCkGroNTQIdL6Ligq3vxLRqi2Q4vR6GswO8Nb+1eKPFl/mmn+ilKyQjBHivCBRVIMFLk5N3uOhCv71FfnX0ua8NBDyH5cxjqvDWU1/TD63wUwdQTk2DlnufLz79516i6aP/r03ec7DpfivhYJoy5oKp/F2zMu4Am0RDaog6dFoc6LGdYiIFRahLjMKgxTR62XVUOe1j1ybxPrl8XhwpLgIbyxuwvrxzbAy0dPBYA5/AG7mRAkPsWThWKb9K6qMH5+n4Y6vS2jKiXcT/LM66L5H9mcS/XdIUcg1G4EdL/bbveb/SvBPDncX9t3b2v8eun/MWBSM/hAXZD+APVbW6UTuvzXuYJHPBxHZtxpqxN/p3ha1hJDRyoPju487x0kn6b+nV3vxj/nfxYqZ34UrNLCyM0Wk1zmu8npJWZVfxT333JP8/x133JGyYYiI7MrfAm/S7IAvEoitR7QSJx/5AQ6KtCx12uEorvuOgPBoGjzKYvpKcVlFgAjRNe0Adr4E1G/utOZb2T5pgoZv+nywIQa7zQaDIY4DhW6sm38H2vNpjfpw1fwTNG3biic2XQ5XgJ6/y2FHeAD2HccIdmmLjDGHXgHnWKV34jgWCEZC4EGNvaZAVHcc1f21Dr4m6ihMNIkZiA2aXG+3/AfY8wbxkCb/d+XEK/Hd2d/FGWVn6M6uovKpye4GUvzYODr+L3Gc/B/HMUXXDTid/EflKLZXroGjLQaltQ1jp46Fy+5Acy3ddBKRf1JD1rCfptqF/Rb85L878Y2nNuGjvd0Fj8gmU9tBDVei9q+/p74Bbt9B+LgqqByJQBrRohixIE9DUT/R2fS0fxK5kerrIbIaLpNd0B0ABFHVDYSHaKDGgwh7NERZOb7c2pIk/7IYR2sTa0NCFIVJz3V2/TrhL7OAX+akKbN3R0ySMVo04YSqr6AoMA4qFMT2rQQYUTgW5F8LtmDsjffixgdeQVDYpZP/WANdgFsdDfpvr2csYj7DMUj7p+Tfr0Xwy0W/xKLCRYgrcfy55nf6876WCMSYjAYf80AHabZET+SfkLBbXnwPc/bSz3RJKqyJL9AHzEQsikRXYxo0MzOQpl0KXPoMMC9NaO8oIYUYsVViyTKDqNSPcdyPgGSviHoR2EjHodZG06BtJgPyDr2Dlhd/DpXl2NlFDhxv+MKQ///FyL/uXGHk3146TS8B+o/j4qRY81DT/vus+RcEVE1J9U/uLyWfkH8LREyJx7FUovMjINBzLh47GbMm3IZYiM7xjoYwdq+qH1byv/7Sb+PppdRhK8ZjiMsaWOMJqANRae8DNadci5dPnoHMpn9hwcZfQe3iQOq6f/DxIKIkjYyMPUPv5RS9wY0IZJ7O31p/zRc+7Z+s3T4P0JTJwWrQuqX9C0YeRgtdJyWjAy4xjOKPbgFe/QbQwhS7v2CRfy3q65YQv76m/3F0hK+FP2sLQsY4Dtlvxt7xV0Jm5GM4kf69E63+CM5fHcPvnlBQ0tp9/0rU/S+UzTj5mUo829iUzB7qD1G2P8u8GQvyAJfViBtvvBETJtCU63Xr1uHll1lknIjafnofsPmJITl3yH785kPbsGcttRWGE4mxH963WtdCIghZYghbOcguOmey7HkwsuvSSkRKE+3+0gI/ZM2Psiw3jC/CRFGCPSMPV84vAZFD+HCKgKi1AjEr7XIxXJF/gvZmCbyUsmk9kgchrbtGUVckkg6JQ3RU/afoCH2mZ2YeC2zYTDOnCBqDUeTk5OC7swyYqNHnjWyv6A1F7nE4d+71mDRqnv444G0F3rgVePHqTuR/jGcMri29GFNzaMaOYLfDHmlCmbIfo2ekhIm/rDhO/o/jmKKrYX/C42HUn/o3IGcC2iJtqGjUUDnmEqw68UFM0Fw4y9OE2JGt+mvThdVqWvbhg20v4HDzTkwppMbKh3ub9ZTsrmryQVZjWpxhg/r+vbDU7sfsbQ/irbw/44Mlf8SnJ/4JHqNBJ//TR/WuHdAb+SdGCsF5k8/G9OlWVFifxGixCshPGcSDghhCmOfhZXbRmxv/o9f9v3CRFbGfORHa/CI7GZIupgFGG+BItS7UQWoOichXH4StIH4Ip8abMK1pGbJaPsKsTbdBrX8PSponeaTJv+ptJGLkOhyZefB6vXrkn6A1g6Zs+TyJyP/Ipv3Lblp6ovAy8u35ePTUR3HH7DsgmaP4cMxT+GT+EzgUqoTVxKOQ8yFeu1t/fU+CfwLPoXnXBzCwdEHNNbCUXmXaLNx55il49GyBqC9SFEwDJp7TZ2kHGfc/fHkHPt43MMXwpnZqLGlGMUn+I6Smr69a1S6tI7loR6eWRr1/KRFxJmzlVwPd1gITE1sob5WRYRP+T1v9fVHJ/0svvYSxY8fiz3/+c7+vVZmWgiWvFHDmo/j6ixDPooNJHYGaf95sRvPcOfRvjhtY2j8noVhWcL/kwPor1uNnRloOUuw+DcWKATIPzDqjFBMXFWDM7LxhJf+BuALRe6r+90xPHBlWDqOF6dg98WuIqf235OwLkSMcFh25EAHPbP2xOumyPveP7JYwZh48AxWtk/U2toMFaeXIg85Z5gMYNNLv10in/QfqNJzWeg7K26fjAv6zboJ/CZFVAtHohJvfj7CN1R17q76Qkf8DwnjMfqbzvkeO1SlDrwfEo0fwrlyMbVwRIMxGe9YUvf3fcIJ0L9oRssM27gT9Mbm315z0I3z/gr8Ahgq9YMRRRltspsM2ayYks0lvT+cJ8HBqmk4EBwJNlpKR/69PNevZfSQiff/99ydf84Mf/IBGrEmpS6L3urdLJ6MBYMt71ajZ3YGV/xm8Y6g/JOZqcNPrMLJSqriBjqGYi86LbFcBTCq9981E9C/xXdL0nsi45g3URrDkUXuAs2Xpjlqb0QKFZ9eVHWO4yP8L6w/pdkGi1R+Buw2IpbUj7RWs7SAR5nx/Jgdf5vCuA30hWLkb03c8grKqf6A1rOjk//qZRszKp9deVvq+TmXZk7B81pWYNGqu/jjUUpO6vpaUfR/bvh2VJyxCww9phiXvcMAZqsOkfX/C1IJd+LLjOPk/jmOKroZhjV9Du2syCZujLdaGsQ1AzOLR64ENJh5ctB0PLjfjyfMtnUhWY+gAmnc+jUlN27DMSg3T1ZVtWP6nVVhTmVp4azvowpztMOuRV2nnKpBljUTVm6MRgEV7O/g5/arjp28IDyw347KGeyEd2pMk/x6PE18rPwOl725EcI8IzLhiaBfJU4qQaxR8zC46fHiLHvmPyZquIB9t2NvZGCKksKs6tsXVY6p2OsrFAxjDoteOqIjMENAePTpyPVjy/8RbGxBwlqIxdxYcSmEy7Z+gKXOXbkDFrNmoj43Bg+vFEU37lzk6vhRORjxChHl4XDflOvz7zH8jWt6Efdw2/HjNjzG7NBNL1B3oWPGI/vre0v4v2LURCkvlLWWCd/0hszAXe2wLMW3fD3Be9bcRCw/sXrywsQYvbKrF9U9uGtDrJeYQEw0SAlYW+Seksa/o/qQLgFNT6Zt6GcJAWnApIsoP/QeL1/4AjgomIKWoiDFxK5GNN40X4DIJI2ak/y/X/P/+97/HwYMHO6XP9gRfJAqJGYDOigr996HgHqzNfh3ROdVwZllHRu0/JwdT9+/DwoOV/Qv+ibJe85/o7mI32hETHGgWx8JqO1N/fkM2sPCCCpx89UTYXKZhJf+js+0oc9PvMCtPBqkqaBPK0Zw3FzGBOhqGihJTUXINIZDS2ph2Jf8k7X/8wTaM6zgHM2umDynyr5icKFVfwLSdf4U5cuQLH/mPtgPjvIuxbE8pPIraLfKvnwNL/Sf7qoergt9SNOSyp2MR+fdGVeyLdTalHUatUzp2T/jWWx0489C94Oso+SAZiPIACfZA0RqMY3W8FFnn3KE/Jve2JGccSvMmQ+UENGUA2aMXdnsfZzTis9OX44SDlQgX/QAPt/0Rbzk7O7J6g8ocyKLKJ5X+Cc466ywsYxkFRPV/z549R13WRrLxRgpk7J8xxoAPrrbBoEUhyFFEjTFctFrFhPc+wP5DK7H9yFrktm3F7786DRU5jlQf+TS9J13LgqX9H+RrcJi092Svs5ssUDnlqOhYb+Q/HOhAXCIieSn7hIMAURqAg4lpabW4ZLy2pAStWWXJbKyRRmHMgayOPSgPbAbxVZO0/08cNnzMliWZdX/q7Vo4GMEPsMBEtK021eaPp9f4mb3PYNuzD0OTpGQLw6iJ2tDVKgctPvzlN180HCf/x3FM0dMGnDA+WiOtKG3VEDfT1GfJxCMSFfGdBWZcO8MEqzFFcEkv4hsnFeAWmx2G/R/h8a/NQaHbotf2X/XYBnz/pe26knwt0wEoyaSLr6D5cHhxDC8v4nVxuUCU1uu9GloC37Qb0MaU5XtDwniryOBhk70o+fElwMTp+nNWpxECM1DloxCkwrl/grVpHiaxNSvaVN+p3R/aD9PfZBEkLf2KqYezEywsva8PMpfD+aFodCFNRH/9BSfo2RLHivzD14rG/AXYO+kG4LBLj/xHq6I4dM8hXF/wY7Rz1HjzoRz3fBIf0ch/5nQZH4x9Em32Wjz976eTz5PuEs+e/ayuvk8cAmEp3Gkc90T+44erMHtvG0yiH7IphrPnpVRz+0KhxwJN8aBMK8TYrOmIJQQo974JrPkTrZHsAZOL6P0uz+67DVsCNtNujDvwAozSfkQN9N7HJl7Yt+pyxUnA4rTaTDIdB9KbWBFhkiSYpDAsDjoP39zegJaT7kLOV36KquAevePEjO0Pw2o8dpF/0k6OELD/q5p/RVH0n4Eg0R6OrD99RRQ/PlCLZ2bdg2dm3oOsTLteGmQMNGFfzmeIjjkEZ2b/KZ+DjfwTRXtrTSOmLrkCgiu33/t3+qR8nD0pE5VGI1YZgJpADaKcDRnGStiiT2KTWcYWrXvkNMM9POT/7Pcew4leuoYauRhq/CpeFek4qHUdHfnn3/+v/ltyLMWmWd9HR1u4x/uYzBxj6T2yEB9S5L/ZUICs3J147oQ9eH++9IUn/4nMk7ENCgwKJYeJOuXE3CBiv+PyXsaegp0oGG9Bbsn4IZPDYxH5J3PD6O68bt4239Tv8Xitc/qyaDTihWlD69jQGwKsZRnRpyEg99bFep2bRT+O5HPImdZzm70muw2ihUNR7nxw8mh8gkUDOuZnsTGYG3sU3/ZdDoPRhF31frSH4vp6O2PGjO5r4VGQf4udXve88s6ihcMBstaOz+Jx6mgDRnt/g6Vr7oRmj+IMbxHG7tiDwxv+go93vARD3RZcMncU8t2WtLT/jk7fs+rAO2gIP48NvlXYaTZjfRPQ4Ivq5H/efnqPOKbzNFw1/2osAEm2JAVgKXi93LM/qMwuJKKPyw5djnmVN6L5yLGJ/osRauf7ZKO+PhBb/5DVhDfKRPhtDWgsp/oFva1lifEdIJmJ5PO8rCSEZWUoqoJHNz8M7aO1+mPXWdThbHS6dI0KVXWhtX1kbZAvAo6T/+M4pkg3DE+vEPDLk8wwN9CWG63RVjiimq7ETPD1l7fiicgs+GKslRFSUROX042WnEyEbXloqdyJkyfkYcUdS3HtwlI9CP7S5jq8taNRdwYQjGL1/gbNi8qsG+Ay3ovx4bkwMoGdWFM7Ztz7gZ46PVDyr39exVRURujiEuJ9aJBEHCo/D5UFy6F2DL51UwKaN2UkGv1huAvcOOylhpMpwj63/ETa0u+8v3T/ACZE0zVVOx1uLQhVoxtOY/5C7Jj8DYwdfxZ8id5AgwQhMolIS/om1Bf554MdkFjEy+mw6+Rfjau6A2BmSRGci/IxZ+sfUNiwDqOYV3ukyD/f+goOZW9FyOBDdVXnFES76sRfM/+Dm1vvQbhF7Zf8tz/2mL64+mMrsWaybcA1ZAV2Iy44uCrpjIkxYT68+yPgw18AbZU9vs9lYW3zBui4aTohht+duxbbZxzGzu3rsKt2HcYv/VYqY2QAKDZtHyD5lyCwDBuDmZL/hLCmpkiQ46puiBrlCOzHgPwnlOIzMjIgCJ1TCNOzi0Y68j+YLJbEeFNVtc+IYnugHRFTADFzO8ykfV3MB9tn/8YLv1Nw0c2vQBugs6ErEo6QdLKW/N/azzD9+afxXYSRdcat/d6/C2YW4cIpWXjVace3+FY8sPkB3Bb7DBcXF6BYexUrrRJiEhPQIutHRwxvP7Idvi0uvb/20ZJ//1tvIlpNtVIMXBwkW1fJpfdaEY4u8qokxBXIXHSVIabW9Rr5d7jcSWGrSflTYEzr+T5Q8EYzrHYFq6fw2D1K/cKn/auJVn+qAo7V7iZS/5ORf6cJhhsuxiPnCqguk+HIH/OFjvyXRbbhgrlmcKTMjtzLvU/qJWp9HY84tjhWnpOAoBkgHaXmRFcE2F5OhGkJHDZnsqsEETuuyeORwYItPREpzsBBNdB7JnA81AG0wgzJPFrhQatoxh82hHDOQ2uwYk9z72VVyVa2gy/rkFn7uZGo0SZjP9tG15tIhM7T4vzxGDVmFv2bZTUQmyWJBPnvkvZf6t2Lqzauxvy9jXCqKnZ4jZAVDbPLssCzNbkzSR+Gmv+oH5Kcut4ztz6IUt8miANQ7edZNyNTVISmicdW7T9qQUP+Quw0TdeJP1mTVFFFq6MGa8r+g3UZ2sDIf4TeFynASiFZtsXu9t0oORRARhjgXS44FlGnlmPsBPzi6kzsnX4fXnmpAF92HCf/x3FMkW5onDnGgJ+daIazmZL/tmgbbDEjZJZGH+Q0mDUpSXpdSmqRLcqqgKPkPmybditi1dQocJgNuOf8KXj55oX46qxiXD6vBBk2o17HP7HARSxnINoBWcqGU8yAFJZgBd2AMjQfMhBAR3hgkf+EUGGHPQMvTLsP/5r3fYybOAp/2fkPVJcuR33RiZD/QOtghwLOx9qq8cD+Ig5yhpy8Dm61u7pwApGAiPoDXmgJ8t9H5N+oRpORf5Ja35YzAx7ViJgoH3UEKTc3d0Dk3xDy6qrOBG6Xo1NkrLQgG3dcPRMlp89FYO40FLs5vcXiSKX9FzS9o//mFK0bSVPra1H5/EZUbmrFE/dtxGr7cpiLJvRI/qXGRvjfeEP/+7nyy7C1OtJv/WcCE4o8+MauN2Bhwk9J8t9PdMTFxHhIpGcgxwoIcTRncoibFMS3/Rvyxr/AbenHOK7dCNRvwfzQ25i241FUNL01oH7WmhxHXdFy7B97GWIBeq18zEmhRoOAL2X0WIRjF/nvmvJPwPO8Hv08VuR/oIQk/XV9XZ9oRw1ueF/BtR8q0IiKt8EMIpURsWQj4CxBpJeOKP0hcS26Rv0JlABdE+e27Md9zW+RC9z/B8oxRFkKZlnLNNTIURw2GXHdShEmpAlo6ZpgHOorfYi0a5g//vSjIv8quXailGwzqShxKBog5IY7K10NERF0JnRRL93bekz7d7thNtLzKMkZpUdGBwuz0YBgdALGtcyFNdwziRts5J8Y3CMd+Se1xAHWTiuR+p+eaVPooOJnjeHGNHL4xYz8T1H34ORpFszbdB9mb/kDXN5tMBv6Ph5JN1aZs4fj0tTJh7fkH8Fk5J9eW4FlmnCKpHejMIyr0El9b+PiK2YnLEwdvpBr07u09AeifE+gySLGZVNn6pZqb7f1IznujiLyH/LRa2z39Fx6dzQgczXHTuekO0w///QpF8BYRMtQyhxOZDkLEJNMWF3Zig2H21Pkn3QNESPJNd/G1rqYCaiVR+GgVginxYC55VmQNeYIZ47A4SL/khSHpNLrzasxZPgPwiqGITIHXF8QvS9g8dofoqytHuPrxE6OlpFGLNKOfROuglR+mu4YTJB/Ao6TEOxjkujk35og/9TJrwaZEDhzCqxrWIdFe6iN5Fq+HBxz4hjtDtTns/mi8kMWx/1fwXHyfxzHFOkbYiJ67uep0RKTY9gzmnrniBM0zgFmJZIkvQ4p5U01WVmfdaMdpqbOKfakJvuPl0zXRdcunVuC17+1CDcvrdBVx8NNBhhjdBHo8DUjFqdk081ZsNVyM+RIz2nV6RtCvoPTSxDCbWbU//M5zKpUkefOgdVkRYaHpu0pghnxoJbcAAaFP01Ffi31gj97aS62jOXhN/qT1yFTIFoFUo/E69l71uO1B7aiNjC638g/r8TBs8h/ImpRwHkHtDkMG/mP+PWezgQZLnfSi24bZ8Mj+x/BKwdeQcHdP8eCinex5lsWuM0jF/lvD07BsqZJsNR2T/n2P/8spm3/Kyyxdjgk4JyoHYhFexT8ix88CN5mgzh/OQz20ZBVDesODYysmE0GRAUePIuoBxPnkdm3gfTWdpoNIimaHjXtD1KzAwX+ChjiZnw7Owd3ZGZC3PFp3wJ+RC33nyfBvukdZHfsRuiwcWCRfzGmO5bqi5ZAiTPhP1bOoMSCyHbn48CYr+JQ+TkwxQMjSv5J1DxBwLqSf9KrWU6rQ/4ikf/0a9LX9TG3h1EeuAijO84n6Td6qz8jr+HAuEuxafYPUb0ztYYOBon50FO9f7A15Yxc0BQgE77PzzrcGkKzpRzh7LEo7ZgM48oyXLzzBzAoJoRL7LCz6LsuoEWO6TZj7lmUAJ437xuwmOxDJv+Kn66HuS0bUV/wKqwq1U+ZGKbXtGCI7fISELsY8CQKmt5uNd25mZnhSQprmTu2D+l4pExmR+CrOPnQVZhbWaGntB7Nuk3WMpLZkSBpw07+GXnkNAUO2DqNqcTcaDjoQ9XrMcyqPRlRXzs+amGZJsHGTmrdX5TIv0mNoZ0XdKVwd+AIJINE+8P3Rf5FQv7p9+L41F5z3sHhXfsS2TNqjB1DMiSj/mTk/bhlFdC8q9dx4dR4GFmm0beNryE+gL1lsqEadxuexHnmLZhaQO/t5hq6RiQcq53W1yT5H7zgn4l1hqjZM/RMoN5Axn6OXUBAzsXeiluw99SfwVxRAW8GvYaZs27GPVc8jdHFp+Dqxz7HHz84QAUMv3cAuKsNMNmS49qTOwU+12hETUbcE78RLyonwWEx6JlnImRdT0AZYtZHb+S/0jgRkbgJuS2b4VGoPblNHgNxAKKSpaiFSQrpIo8Csw3lLmLaIwVOomNFRSwZ+VfidA392jvtuPW1P0Bu63kfi4QjcFo9ndL+k50XWNr/xtrPMH8/I/9nn93p/YKQujZf9nZ/x8n/cRxTpBuuyei5RqPUP5z3Q1zyw5f0vxXSo5oDjFIoSXrtYku3Wi9CsjO8VC+gX0Ta0LgpA0aZLg7tLc0IsR69nOrUm7lwaS1aegIhDonzjvizYXzubX0hKXGW6M9luzOpyj5Z9EkdaT+f1w1kA/DVQAjRjWDq2MX67+pINeJGN6ISEf1jSv+/Hw38caL++gTiYbp4hU1lVA/A3XutuaJpMLK6Q4NM74tFNiI+EEGYYSD/JEIdNJqhMPLsctqTxrFnrAcvHngRK458hHc/rMaHvttwODZfT6ccKfK/r/0qTKi6Ca7nI91IWs63b4V7coUurEU26lGKgEumX95j5N+xZAlW3nEj1jrPwRlRE07JcGF22cCjcjFBAM/GkC/kH1B0pCOhDZAW7ekLOZ+fgPP33Ibs5mJINk4f+3tfuxU48F4fJ8aIgNGoR05tJdrAyH/eFIRYZoKJkQpvJBX5d9szUVd8MhoLFo04+U+k/HdV+v9obzPm/+Yj/PmjyiTxGYma/66fOdyRf6svgrriZagrWgaOlDQIJhg4LVlGogwxq6evyH9TfecWq0o/TpNL/r4O858Ow2udgJMOXkk/390CWRBhn2BHuU3EqRPzYEtrjTnt5GJ48qxw2TJw1uxrhh75D9IxbA3vQiznXXASLaPJ9FNDzz2AudMXNHRpQxW2dSKsXdX+Zfb6Wm0A+1cPsJkN2C1Rx8iifUao2uCjVenjKUHOEqn/w03+tWTkX4GNCXd1TfsPdcRwaEM7lu+cgFveVvHEjiPAWfcDV7xEmPKgjkf2CtLyqzxv0oiRfzNiCEmCLqBXV7QUdUWnwGjoW7hUk0SorCVnm6RBZfOzvGVo0d+BRv5VkV6/+lArsmf4YbCoqWh1D/v5lnAkrcUfh/gAAgMTuBp8zbACC+VNmFZMx9Hh1jA6wmLPaf+Fs4BbNwO3rO/x80ip0x133IErr7yyk/OMYPHFY+nnbx3a/OkLZK5m2wW9bbNiLETQWQbbrFl43v+x/n+nRPcSO1OfJ+KKes2pM6+Tdg6xJTIXfg9bZn0PotEDTbXoTjujwCMqKahb0aDrCXg29i3mOtiaf/LZ902/BO0X5qJgvIjaoqVQICDS3H+GxWfTYvjJ13hsWEj2jgT5PzaRcDtzgpj5FPknpYGkFMGX/3M0jvsmos09BymCvih4XtDXwRDTR9osjQYuegKYcSUiUgTahq1wxAAuOxM21qUmgbM+l6GxTAzSRvLLjOPk/zj+z8l/m5Jq92MyG1A2NQsBJ11QDWIwSf4t0abk62wOM1QW5TBqNuw51PPGkQ4t7EU47obGG6BpKpr31aO59TCy2nfCEmlCkOdgjHfoPdoHQv4l0YmINQfxjG9i/N4T9efy7LngVEp2Izr5H2SkTaSkU2bqwUXOIpS283q/+eJRJXhtn4znd8tQQ200qh9sAOy5STJNUmQJis+8gOoBzP5ar4eyIYaZzf/Cgg33IKdtm/4cxwuID7G2K0H+swUBl8RFFDEvdG/kPxSX8VvPlWgx01ZDZpsxGfm3hKhDYFdLJV5+qxL7YyehPjZJj6iMFPlXmCOEL5+NNq6zEJzg8aDs+edQNRmYsvsxUqyO+WNPw+kzr+hE/sk9WPXmHsgrS6DJPArGOfHIrQtgNgzcqAuanMkNN5iIRGb0XReZ3uIyIfLUFwwSvTetB+NomPxNrFz6EA4ry3ovE1FkQApDUs3YMee7+PTEB7HK84MBpf1z7jz4mIK32WbtnPYfC0Lw0LEeN5IoiDqi5L83pf9HVh7Ufz/08cGkgTrckX9ipHX9bgMhJGRMpb+ur/dwYXr/EuOHGKM8SaNiBrzCUniHM/Lf0dx5jVP7Ufsn857A5LPBotghODTEs2nUr2SGA7dWf4gHS4KYWZJymAkGHksuHaf/vXTKV6CRdi1DQKyDri9hC+BWFF1PhpBPjfXJ447SJMprfRfTtz8Eq0x1YIxHnMk1vSv5Jy1aE+UHq7Wh9Sm3mgwQWa0wyeIy9iXYOcC0/3Ty36dY6xCQUNYmcb1689hOY4rMDxKptzoSrf4ccMQ0eInTf943gHGn62Usg4GZt+OWs36L713w0IiRfysn4bpGBVVlZ+PA2EvQXHQhOLOlz/I0Gvmn90rk7VjovxnLPv02XGL7iNT8J8i/QTDAH21HY6gROROYI7IP8h8lNgVbSxSd/PdPAM0Sa5HXeBg5Lhsqcuj93Vrj7Tntn0TIs8cAhp7n9Pr16/Hggw/i2Wefxd13393pf2Rd0L+fPLCyukFH/m2AqFFbpEVqwr6OfXCV0C4qmWHqcMg0u5OZYz0hFAoDAh23MVMcmmLVU/4JNh7xwrrwWvpdBlgaONDIf57LAk/xBJROPx17TVmoHHsJdpZWQGyv79eGcgfPQ370EjRmOFL3f4gZoYNFyyi6Bnn5UDLt/909xFmmQDS59A5KkY6e1yVZi+Hnz1yB+/97a9IRWhUwAFMuBIpnY3PzZuwvUPHfszKQc9PN1EGehtM/I8LE9D4ej/wfx3EMIxIbcCJ1nhDtljhd9IkYVW6hGWd/azq259GhyccCKaG7eGpjdLqciMQZUTbYcGT3un6PLQlFiJmoQRmK+XXnwe6Dn2D6zr8hr3kNmgUDMhHoUzSNGG/BuIbP6jnIMSti5kyY+MmwNVPBmRxrDrx2uqnyudbBR/7FEOGVUCX6/XO//xD+8C8Zv1v0WxQXF+OKV6O4/OUIvAkPuLMQMNLNibSFU0kBK9nPWXusvnBP7HK8mL0A76kxaPmsxtxuHZB3vyckNvNfFxTghKYmPF1S2qcBKcoqThybDSsT8SKlHAny74gz3QelGWU+SniDLQ6d/I9UzX9C/NA04yw0Tb68RxJdeeVXEcdejKukGSrnzbsB7dX02sXbfXj/d59g59tNOomoL9mNC26fncxSGSiCZoeeaqdBRjAaHlDkP0H+SceLTHv/BjLH0ddUVnqhv5PjIZO2ZL2VibDnY5oTbWZ6X1VnETBq3oC+U6GVZqBkOTI7pf2r0VBSdE8SBHzUYvw/If+/umCq/tsocCNG/nvKJBgIIelqqPV1fSTSS00ngqmoxaKoCoFFM4YS+U+Qst4i/+H2Lg7OaO/nR9Z7UpbiRgiI0TFrcnNwRlwoblPxw/9yKFi1Fo13/RxKl3WjZFIWKpu3QOAFnFD+lQHraKQj1E7XzQ73KHy4ZRSufk3Tia6mfoYla+6EvfEpDBmaBlu0EVnefYjFaTYEUZVJJ//pkUufYoYZr0EM/xHh3PohHdJuMUJMagXw0IiuzVGm/XeN/A/lOvcGzVGJhevuQnbzBuy3TekU+U9ESa0uJuxqcsLuy4EWpU6foSAaS83hkRIss/EijJEMXesnAcFo6XNu8xYzNlrNEEOHcNCgweM2gNfIPB1eEnv2tHyU1H2I0M4P9cflM7Lx+NofY1Xp41hcUoTnMrJ7daiQcRFXScSVORAUtVtH4R6/G3u9qGi6QOjsUmpzba729pz23w+am5lgG4Cnn36603XlDfSEiBBhyrE0PCC2Hs9zEFndfEjz64KjuWWTQGaZOU7XvSzmPImICnVsfv5P4OUbgEMr9efjUREcy1iJGGPYYPwuKkw0cm028JB5uv9NdolAy75hI/93F6zDCtdvcEbkLTB5DWTk0P/3t8dmBOZjSvMSNKtOCMzB7wsfm/Z3QRMrDVTDeuSfBFc6AqqeCcwzLaRAa88trGPxGDpCzahp3d+jw3Vvx1747RxiXz0VWVdf3e39stUEQWFdpY6T/+M4juFDYtFJRM9r/BrCMQmyKuN7/7kc+2fMxIElS9DkZ4tTxIvVNQpy/hCE7+LXkp9DFoUI68X5+AWFwDhW494HxOqaZBtBHysT8DKlVVeEtE0SkMEF4U1Loe4KspC8vl/GNSuzIcbMkEyOpEIxQa4tFwEr6yAAF7GMB3eB4iGoCof9Y4jQHykJ5XShQrm9XW/3lzyPqm2dSaFehpA67z2N/W8iB5QC/Hs28Nx3IlgxiqU68cpR1/zPstLNMo+loPVG/rMcZlx1QgsOz/wIwrIWwKAkN7IMSwY8Zg80aFAEuhgrMI5Y2j8xHFSWgttRsEL//cHuZkR37caRSy+D/8239Ofcttn4y/kC8ptWw3ZkBTbufxclE7N1ocX//notDh3RyIdhdflLcJ8agSAMfomNGk2YtfVB1Bi+CzGvvfN9DjQAzDOdjggzbL++ZDQy7X07fogxr7DvGpRiyTQ3lZD/mL9P8q/wKTEwXRszo/e2O8njtRyAGqWGnoH0OCbKwyUeRKu2QA60wsDIP1G7tpbPOGZp/+nkvyzbltRMsLCWcoT0DudY61pKMlDy3/V69HV9NDOba+yeElg5k167OVTyn26kd438k7GUJ3Q+HyXe+/oZZse/3fAq0EHXYKOVR+nW3bjvCQXjyPA2G5B967cQ2LUHwY+pAZ3A9pYVkBUJJVnj4W0efFlGpJ06F1uKr8dl5nvAmyv09HuNl2CUo3o7yiFD0+DNsqI2G4gIMgxyRF/LyZrekyHK2ZyonBPA46fWQBhipzKnxYilymr9b1JDHg33Mn+HmPZPOrj01L51qAiZgZ9e7ccvro6BN8rdxhRxkCX2Usloh10UESROIlLatvNl4OBHgzpegJX1EXBMwXxYQRw+goKo1NkptqnV2OfcFtxufJjNIbPsfcywPIvdVqa9M7Rub71iTK4T1tY9EBsoGSJE6ismE06MmiHKPAym3lvD6uRf0zBz259wwtrvwKasRnHGANpRsrVGVLhu5N9kNaHwa4VwL3R3Jv/k3v73m8CB97t9XPrriPP2DSamW7uvA0/95LPk/5QBiBEOBsTxNfX5TNwu3qY/Hl8b1RXiy7LG4IbvCLjnYjovMh25sLKMSz31v2Y9sOtloHm3/pzEMp2IXXBVpA15XAAca8VMyH8suxIb5tyKbRPvgJJoSzcM5F9tqcSLq4rx6BMV0LZS57vFYARvdfU7pxMZUEWtMrLbtqH0yH9hKT02dFFRqI0QjaXS/sP7wtj77b0kxUP/X8Tb8zrd0/eapO4D9rxONb+al+HCrH/hnJKeM2JzsktS5J85p7+sOE7+j+OYIrEhJsg/ieqTxb0j1oHq+j1QeCM4ixXnTS/EOdMKoIVadQXctogGS5rXmEQLwoyQzHaeh2tnfb3fY0u1NeBVEQbxMNqyaQumDkZ0bXEjWngBp4ziYTH2bCQQQzdRA+lxuSA1NOqpiQRuN91Es63ZiBqpsRdS3UNK+xdMGp76igF3XWOAlsmMsLa2JPkn+4xKlNe7kP+O9lTU9rM3PwN+XwH885ReDyWrHGZ3jMO8urPAyZTUxaMdyMHQPLyJhTfSxT7oK3XUfPcvceMDr8K57T8IJurbdTGsTFR4KpI9sAkUzjhiaf/pyq4iu39v72yE74UXEN2+HaFPP9Wfi0U8OJiViV9dxuN7DY/iqU//CIvVjMMb69EescIgReDLfA6789dgdt7sIZ2LaDSBVOHb4kAgEYkn0YVLnwZuXt2pnjCBKCNV6XXSvYFkh2gsEpFti0FJRIVVU++Rf1YOILHMGf08Bxi5kTa/BylE76HAIjXfP6UcLS/+HFJrFQyGFPkn5RHHOvLf6I/qNZj5Lhr1NHhSbX6Gs+5/qOS/62v6uj7OHDpnOJrPoWNd8fUIWymhStQZDwbp16Br5J8o1BuuOg3/OYlHDdVTgtaHKFiERVMsnIQTg3QM2vYdwJyt22CSOdSPUrH2+kW4Ym0ITdd9DY0/+Umn95udPO565nJ897GziWrZ4L/Liafh8psmIWRjqeVynEb+ORo1FIZQM58Ez+O9sy7Gv85bgh3F7+LENd9HVvMKQAz3TP4NZmg8/Q5W1vFksHBYTBASAlm8Afsb+25VO9i0/+Gu+49rCupyONTkcnAwwpRO/skcsbASIdL6zKZqCJJMvMoPgFduoFHVwRxPjCPKrj+vkXK/YU4PJ1kdHPDm6JRTlODtHZ1LdXpEaSO4zPVYZt+IGpyD3RO/BtFGS+CG9RTTMuWMHIdrVA23bzTDGQFyjJ3Pu+u4iGkaDEocFklCmSgO6PopLBLOl87Syf8JFdm447Rx+O5p4+A1eJG5LBOjbhqFYCzNLiCEefuz9HcXdM0QeOyxx/TfoY54pzr04U79J3OVCCXa2g/oj8l18GQVocxdhrCVQ4erWXdEGgUTCti220JS/xNlFJF2Xa9AEel5qaqIOa6wXnb62I3ULiP73f6xLQg7JsJnngAl3LfgdH81/+nkP+xvhbups3PHHjLCNnZBn3sIyaJIkP/yZlHPZKo48iHqDb13mRoukGzLDC/T84pEk2n/41wcfjHHAItGx4KpF10qX62sZ2NOKErZXtfk7gZevAbw16Ht6WfQ/PRbaDkcwe6G7o5S3uFAbutWjButwuYeWmnZ/wqOk//jOKZILDrP7ZRQ/ucgbn03pm8yrdFWOKIaNs+6Ex+N/h6uGJ2Lh6+YBSWUitSlq6oTj+DmQyvxwbYXEFUGZpyIG97SF7KA9AA+tD1Nz8dox3tL7sfqJQ9galzC8nIjCj3WXo1gEgkx8sAo0g5JkiCxlnqZTOWfRKynTFVRYfo7ipWWVK32QMGyGcKkpx0xEJko2b1vfw/1xfU4pVxA9KdOjGlb0Y38761L9YAvt4yijofenA9SDNeaP8bsjtGYXb8co2s+x/gdtyOj/l8Q1KGl1SeMSK+L60b+ezIa9Ag0qYcjm6DF0ikl1uPxYIyH9nfmzNG0yP/IpP13Iv8a3ck376mB/y0a8c+49BL9d1m2A7nGadhTysM81a5HUggBKqhbjfKqtzCv4d94cRxt7zUrj/YDHixWV0zHj746Bh/N4BAQ2dgmGSATzwXyp5LeZ93eQ1IOCbbV+lDb0TcpT09nmzFOSYpNaaqh95p/5hSQBTrOCXS16rbUmOsNwYg/SToTNZrphrEprb/5RRmRY0r+SYnLaQ+swrL7P4E14Tghgk0Mw5n6fyzIv6zQa8mnkf/is69G63wqSApr75G+oUT+CermFOPNBTxqc7hOom591fvbBRllrG5faK6HxPNoH9WBU05owoysItQwJ5Pi8yXXiMQ9C0a9umbLUET/gnEZvuZrdK0Bgtl5om5gTg5mY9+4yxH3nImjQdGh8Vh6+DIYOarDosJO5yxDYo0jpIhEBO3NizD3yFLYtc4aIwMFWX9ktl6TORZLc6AOFOnjKbHHjlS7P4M/GwuOnI+c0CjMi23olvZP9liSLWVm3XxgsEK1vAVtCO3gyP6SacuHlUW3TQZrJ6I0LDBYceHqbHxk7Vw3b9JMfc5tVRQhZ4XwmKkA9UT3QZ6C5ry5UI1Da9fYGz7Z3wKfowy8nY6vj/62E9tmfg/NGaPQ4gGyWCZkX2n/baoEo0MGaXlP7J/+IHB0/ouyppPRUZk23HbKWCwYnYXx7vGIN9HrcsSSdi/7aOfYdQ1esWIFampqEGZt/kYy8q8EWpAVqtUfc2oMRqsd+fZ8WAQLVEFFR5SWJOQw+6aVOLlZP3lie5FraDJSe1KBCKNVBWfLgpX0gtRbdfJQ02iYEhn8XEsPhqQL/n22rwqKkLCZ6flltBt0+6GvyH+iIweBaJCxaQKHFTM5+EPDK/7ZE7yhOCbvW4PJux9DuHZDMvJPgoV3nWiGiZH/OMmw6AGRFk7XYRpXNFN/THYkp0CvT7vmxJnb38Pt217GP5/6EL94nWZmpINXgyivfhdzQ39FVmFqXfoy4jj5P45jioShQUrTj/g07GtT9YWoLdIGewyImz16hJeIv6W//uY5JhhfuRbYT9XIyaLwyc5XsW7z48jdtgqt//oXgmLfEWvxCN1YmjM4yD5qBFgcJhh4s+7pbPaW68rkvaG2thZEtJyQ70cnUIEwxU2NPIuTGd0cj8tzFqJ0xQ7EamzAhLMGd4EEE7TsiQiz4johmxoVocYa+K1+NIY0vS6526ZJ6reFVMsem8CMyd7IXLQDt1vfhoMJC06sjqKoQ0YkOPTIemJDWZuj4EAh8OjZ9LOJwdWTIfTvz45AlBxozpkFzTguWe9PkJGRgdFuVsphpu+NqGa0RrQRivynnBMyeIitR7D4yGZoZPOuqIB1DlWFvWh2MX687Dz9b8dkB2xmM5r/8Ae0/Pa3+qYRO28KVJ7Tzz3TklKTHwz8bg946XLM2nEnSlt6H4/psJnopv/8xlq8tYO2/esNIssS4FQFYUXEfjOdY75M0py6l/HiHgWcejfC5anWOAJpa7aXpmD2hUg8jIUbfoGJO+6CI4MIdWoIRVLGh4nV+BHk2rhjSv4/O9iuE9KYpGDBaHq/VHvWMSP/A3FkDZT8k+vakMWU0/NSEfqY5sWH2quoHL0ORRMyhjXyv3J/C5xCHs4qOwt/nLgA5553H95xpzInuiLCxp6dlzGJexcnSc9jnKcFj02ehCpHQPdx5RqjiBgtCLJWWVJ9fY+lGkMh/yQz5oSKPAgaW/eyJT3a3RbPQ0PhYkQ80zFkqCpcHB1DIYmm2QrEKWd2dIv8k1ID7lAlTL6zMbvxQtjY+wYL4kQQ5C0YU/kYihrXIDaEtP9jGfm3hjMxo/FknLgnB3kOa49p//rrWOq/aHTCY9yIqH1UihwOMHpPiGquJ1UqZzHZhl/0TzBgR1CFUelcN59tNfd5rNiu3fjeB3Nwya7fwev9GsAxpwRnHNbshD+uOADv5ItgzhujE8PW+igC7tFozOJ0h7KneEmv700I/t1nn4wVc7+JF7hvYNX+VP19bzByibR/kgzTmWKQe+1dTff5ek+azkUfzp2uazC5Pk8++WQ38j+ckX+yxk7OlPHh1TZMzZIgyDEid6g7+omNd1pdBn7wkgK0rcW7m/+DClcQv79oGqYXe5L95EnbXLLmmxn5l41xrLOYky3nEmn/hPyrzFmrDmH+9pb2H4+GkuSfN9LXaBB0kbs+I/9MN4pAFFSsOM2CNxaVw98xMoKZ6QgGA5jkrUZe6xYcqjmYJP9+gcOvsjIQ5ZkYXy8+PNa0SncQE3gsoN2xiONr3RpkxQKICwL2ZZVhU7VXbzubjiMcvf7b/X3bUF8GHCf/x3FM0dOGSBZ3Evl3Ro2QWBp9iNeoOBRbpOYWG8Htfwdo2NopMkGU5adu2oSDf30Af97y5z6PnTXXga1LROwq5SD56GJYMaYCYUaQ/7i3Ar5xX4W/F8G/PXv2oDyDh8Bz8ORJyHnnFWDWfP1/CYViAgMzUOW0+uIBo3wJOuw34dE/iLjhg3yIrL+7Jwy0aq2oYuKHOnInAdkpMaR18ZXYWPwOPTap3yYgNdw9GRPsO2usyDBmoqtph5CHFnFohYeJTfrBlUfws2sN+GQKn1xhekr974hIkIRR2D35BgQ65nci/yTyf27FuVhz2RoU2KgXN6pZdIfRSJB/o0XAOuObWFnxLDSVR2TPKpx9hKYgZlx6qb7pJzC/YD7kShneVV7MddjR8djj+vOc2Yytcyi5GmrKP4FF4JATy8Y4rgS8Py0LpWkXsPYvtH6tC/517Rxcv6h8QGr/EhfDmMqXUHH4dRinnI1gPo0Khx1ZwJSLen4Tqe1f/F2ECpcln9LHzgDU/qVYDGYxAEHtAC/wONIexokPb0PRzfS6GU0Cig7eg4Xrfw4D310RfziRThhJq7/3dtEOIssn5+Oi2aPw58tmoFRr/kJF/gda80/aPX7a9B6em/ErSCenukIYA02ozdiLPWUfo3h8xrBF/n0REd94fD3+8Zst+K71UviqxkDmDYh1bXeXhgybCd9YUo4Sj4AdeTHErinBuH8/hBpZ1h17ZKUKcq3gzU1ostJzleppiVaC/BdljsZ1p/wM+1cOnpSWr34Xvz/8FjSW3eOPxnTj8tEGSt4arSnDfNAI1MPKxMnyw4XYOu1WVBdd0InMpZN/MRTRW9USWDLzhxz5NxTlYu/kz/GfE+sQZk7o4RL8G27yz7Oo4syDCgwGS4+CfwRfuXM2Tre8gR2jDoEzhaERhxIpVZKjQKh/AkpA9gkTOwaBxWQfEcX/uDGOOQc7pwj/+HRPP63+iNo/nSecJkE20P33mbnD6/xMb/VnMVsQY6dUnxnUdW5MU77W77gYNWkONG0G1hgWwhfu/9x+3XoSlsYfwPONqTbD/oiE17YfxMe1Pjh2Z8McsyPoDuKw//CgyT/BE088gZCPnkvplCycc+t0mEl76GECGfPE1jtltAFZlvewdM33kN+a2nfPdS/CnIMaCva9i7c3PYkcQyMumTNKz3JIkvtwmz6eO4JNqK77D9rMH+JFmxP7gya8tYPW9pMS09JWGQLrXKVEg8NG/jU5BpmNf8HEMjY4g66x02fkP82JUtscQZF3Fi7c9T1wW4fv+vaGcCyOmEhtnraokiT/IRl4weXE56VNumBfw7TOLfoSUOLUTgtEqO2dY2cGqNmFjs+ofsyhUjtOmFio//3y5tTeQhA00QyqQNSAOOuU8WXFcfJ/HMcUiY3t7+fZce9JZmRauWTavzPuStarLv3TKtz67Jbk6+tChk6bA1kUSK1V0JyBmNkDT1jDwYZU5Lsn2LKjaLLdi5Oq70FWpEh/Li8vDwaJGhzuzFzMuPcD/P3TQz2+f/fu3UmtgpgtD0+0v421bbTG0ppmdDVKCg6OPh+VtjnQooP35MbbWgHODqPjx1gVPkk3iD0hDU2xJsR4Dg1B5gA4/xGgcIb+J9FM2O/dr/fK1i9TwoAg4jtSDwSGRXgTBkjIUYLdE69FZsF5aJKHVn+a2FBIVoVAjGtOgynT2Cvx8RNDQrMlyXd62j+J/DtNTrjNbiyc4cYJ636K7O1/1f83Emn/RsRhdK7C/twNOvkfc2gdygONiAlGaKfRVGBixJMoMTkn/+N+tL/fjj28gIyrrtL/n/fjH+GWubfh/a++j+unXD/kcymM+FDip1EROa2FH2rWAR/cBWx/ocf3JdoH9dWtgkAyxPGHc1bjr6euRMSWiTatBPuat2Nq+VJgJu273huiTal+ys7IVqIg1+/3kUU6LkhGRHqbPyKAlCAwdrkN1lg7zBw1ZgaSXnq05N+dkYkP9lIiccbkfF2Y6vwZRcixaF/omv/e3uOLSJhi2gW/tRVW1nGEQProd/jVv2U8+PMGhNesGbbI/+dVHXDHQvjNZ/+A97prANZOLI7eCSgxjn969iQUeXh8Mz8X1x55QRd7Jccgui7/djlxdXQ97Lkfo9lOI2hSXWfybzCYMHvMSQgPITgTXvcZvG+8nXzcEYnSPtKFbLwZjiJ1WBH10iQCWbDAmzkRDYUVQM2G5PqRIP/EuSmHUwb48rGnDTnyH1UF1ExQ8ek0HqxD6rAJ/g03+U9IKmicAsFo7jXyT7rVjHnwQTx2gR0dTqBD8QGu4kGl/pN9wsw64RAEIx3DT/5bD+C0iSqK2in5t0ZbMWPbXxAxNwyA/DORPzmS7NigwTysAosB1qtcjUfgdmZBYyZ/VU4QclCG0kcHhMR5cIzLGvkIIgNoI9umOlCt5SMop8giqa/+/nuP47/Vv8adyx/BxVu/D07j8FolE3H2MOHYaEc30dl08p+dTU/myJEjaKqlJY2TTyzSHQCGAejdDBRknmaTOgdyfI05TO0pu2jqFFqzX8jK2dIDF+lp/2TND0facd3B9bj23TVwSyoqQ2YcbKF7gcNsABcijnF2n0jq5TDU/OvdD2QxGfkvHW3C9B2PYEztGzAb+nYwpZdP+Kq9MKp0HKtDEIsdLHyqFW3OyWjJmQnN5ErW/IfC9JzWlb2Bf5j8CJAsxR6gSXQMBFjkP3EPiQ5D1l6q3dA8oRwXz6EZQa9uqe/U2rvqtHI8dc5FqOHvxrYPa/BlxnHyfxzHFGTRIanzN84U9BoeYhCRxZ2k/dtEWk/MI64X6+S7U+1y6iLGbuT/hIln44eXP4N9Y7+qPxeqPtRnypwWaodBzIJDzEDYG0gaOw5WR1Ts9OktqLyR3iP/CfIvZFegJlCDdyb9DZm3tmD0dNrqj+Dl6o9RU3I6GnLmQ3305EFfo3hbC2JpKeP2K6/DkbEuXfk+b1JesvVhuhEkKiIuz7gerhjdeGpI2hLr/9xj6n/MD03joDEDRDJ70Jw3D2Zjka54PhQkjRYNeOBpC579vYopiqnXyH805AMHSiYsDnO3tP8EJs2sgPOEadjsr9fHzkhE/onRsSybEsF4zX5cJLBe5Keejsx8msnRERYx5RfvY/o9KxBj/dLJxpT305+g4sMPkXHZZfpzhY5CFDtTUY/BYma4DtNZq5rWtPaWSf2IXoxfF1OMThh8vSEiR9CcyaE1V0OUtyIYbUT71n8gT0y1x+kGb7WedeNEA6bu/JuuAJ3d9p8Bkf9oRMGBMRejsYi2ZyNRIAIlFkpew0KNjhObRDfrkerJnU7+q8OCfk89NiPmlWf2SHC/CJH/gab9+yMxZDcquHKlguLtqawjRTZA5a2I2vIRZBlPwxH531DVAbtE5zzvdGJpxsf40Y6f4wxvH+OIIarEMLV+MebUnIpYh6KTvqe2S/jTC9QByNkOocmW0WPaf5ufRs000dDZOTYAiH4fFCERpVXhi4r6HmAsop/D80dh4Cpi0pkas9J7FLUI4I6sSt5/IgCWiPzPzGXjTNMwIWf8kMl/RHIhwzsThf4xiJLI+Bc47Z9W4ZItQoVXNvYo+Jd8Jcfp9dUEDaEGgGXBDZT8p0f+N1V+hOrW/cO+rqiN27B0sgE5rZ9j9pb7MW3nX5Hp2w+ej/RN/kUxRf41Ee0y3atDomHYyD9Za9Mj/1lOWqJoFIOojIQhHYwg1sexEucxs4nOjbx4AJFE6kAfUJndIaTpjkwf5YHBfhAFQVrK50AGyjqm4fVDr0MifeRJaYw9p8f7m77+3Hjjjcm/A+30/Bye/lvbDhZkzOcw4lgQoJkpowonJP9vLKLBowKjEZmOPAQ7DFh1oBVrKtvSBP9o2r89rfQhbs7EHrVE79KRiPxrkQ69BI9AUQfQS3EANf8xWUFUFpKR/+LiLGR17IEnWAtjP6K6BguH5ndv1TPxRE3DonV0zbKERl79vtZfh7rSM7Fr8tfhzChLtvpLkH8Cjov3auNwzOGUjPyze6iaMzGmhu791hNOwCkTc/V9vykQw5qDKV0stSAT7c7jav/HcRzDh44qaDUbMCtXwbnj6QT1xTR4Y3STIRuAL9Fiy0DJZ6HbmlykGmNsgW8/CNR+DpdFSKbrxxKK+60RNIVpGm9XiHV1aN2jQGAko72lOWnsaArdXOyKHR9ZbtPTWXsn/3Qxie0VMPGlzSho11CWWQqBqAAyePIokRBNjsGn/q/9M/jt7yUXbQLbtd9E5ARa+507ORdNIaYe25FK7SVGUvGG+ZjcvJj+T9KINDb9Z0913DE/ZNbXXoeBLngWKJCGKJyTMBYenlOOgjo/DKqGDEbmeiL/sWAHONIHm1x7t6Nb2j/B8/uex21Vf8Ch2bvx6xvjOGusYUTIfywYhTEwA7PaShGracEKIlI4fRpGX391MuW/kbWfNAo84rEIDB4DzDPNulPGVEyNgeEAb7OAJwYRyfSXaL/wbqJIXZxcl/9jPX751h7974TB1xt8/iDyA6ORF8lFTDNhdst+3GUBzJ98QEsLesLGfwL/WIaMwy8jp30nMnyVKCcbsNw/+RfjGuqKl8GbuUy/loRwEahM7Zls7jV5y3Fw9AUwsOjCSKX+J1r9kWN+cpASzdMm5sHAWjKurmzFYUMJeIvz6Mk/cZik9V0fafIf8bdiZn05pjSfC+fulPNMMJgR9CzAhnl3Yct25egj/0Q9vfZz+A+swWyJRlPqOR9KLQEsPRzBBF/v7apISVWDLwpfySLMq1mMOfXn4sh9D+nHqA9q2LtT0pXvNT6MFhfdJ8S6+k6RP9LlJdHm1d82OKLUVNcMQRFRZ38Tc+0vgmQOE+fTYjP9jp6jiG5p8UiS0E0YS8+dV61UEb6L0j8h/9mg80DQRHCsPdpgQcZxc3wsMmtvwbLK5VCa09aLASIZ4eVoa7aRJP8cIzcuTQLHnDBdBf8Iava046Mn92DckYUwSRp2NR/pMzW8t8i/ifWwj7Ni4OEm/1KgDe2CgMxAAO5AFewRaleQuvA+Bf+klKOI1ySYFfq9z6y1IDJM2UYxSU068gn5r3BR8m8SA/i12IJDmX4Yqz7q1XGQGBcuRoLmaYcQi/U/365wb8MPDc9hkp2VFsoywk/+C1dv3ocFe1J2wMzaU2HkjKgNUkE9en85INA5pSd9Db7sssuSuh/VTQfgyDKj+UgAe9Y2IBocvoxAMldz7HSs1lnPwmcn/BThKalAjpLL1ldnMe698lmUSPNwzeOf4zfv7AWyxgJ3HgTurNTX/HxnLvyucvjtmdhkPwOPKhcks/QIZKIjoErgFBHasp8OS9p/VFSwLj4BrkA1bPJhOLOoozGk2BDQrH06mKLRCE4oFPVMvLxMG5wqnTsm0g1ohNHSvAMqK4UKxMPJtP9gVINB0zC2TsO9nz2F0uf+3u29sqSAZzYtIf9kLUtE/n0tBlgkDX4bMGfxaXqXhfOn09T/lzax8Uf4gNEKiXWXShdG/jLiOPn//w3EWG/YBrTsPbbHXftncI+fjnU32PHCRXQhSkSwyeJ+76J7cf45d+uPmx3U8C7wWJKGbkuijy5Rr3/sNLjFpqQBqJoogczzAgd9VIivKyJrPsWRbTQaGzOGEe+gn0sWFp5j7ZZkJ8IGGaFwqMfUqv3792MMi/wHNjXgpE+8ei1+qatzr/OcTLoxkKh6zKeQ0NvAr5O/HmogqqcPJhDsiGFcBq3tt5fZke+gCxr/8b2dNuuwn6noZuxEqKgJGDUPKF1MayW7Ih6ALKcW8womSmXUDOhDrLtPJDaUYubVJsgSDL2SfykSAse89u7MjG5p/wSV3kpsr9qD3TWnY0Pw8hFT+/c2RuBtugMnH7oMza80Y2U4hOAdd8A6PSUAliD/hR4L4nIcY387FjgLOOClBOhfO/+Fb3/8baytX3tU58JbbRBYLX0nTkBE94hxRHqRh1o63fv1VamIdn9p/y1bGnDB7tuxdNdViMMEiXVT8LVvBv62qOc6fuZoi0p0LBGTMmNiVE8t7A9ieUL/QEmmpxOo0TTy71mCmpLTwLE2cSNF/hOR/6ysbLy/m6X8T0nVW9/12i6sixfDmFt2dOR/6zPAn6fRMo1jVPMf87XAqI5GdelyBA20UwYBKY9SmQjXUESxukX+2w/pa/D9ge/jF3hCfz5sIeWk9LOJO6w3vLixFifc9zF+2zwdAiv5MRNHLiM8dosds3Jpl4zQHAdCt9yJrBtuSL5/1qxZVLiMlcX4mgd3fwyREAxKDE0Z72Ge8wX445q+B7gZwTExZ+VQoMWiehsvAmcGjWYbZTPUoL9H8i8F6XjgtRiaY4MXL9TP12TChyGq2VHcZsDU6sF/RmI8keuQcHSOGPlnJqdTk2AwW3pN+/c1R7FvfRPmrzbh7I0atjdVAbOvA654EZh59cAj/wmldVXW58Gwk/9QO9o5QW+bR9CSOR71hYuhaCV9HkuJx5Lk//NgNkwsYlkaMiHWwzoxFCS0XzRVhSZGoTIhOp9ZRTazISJcl768DGSPTWRRqmDrtWqEFO+f/F9g2ohvGt7EGAOzYUgnjwf/jK+sk7B8w2YsXvtDcEocudESPDbl+ZSw76XPAD9rBsaf0ev6Q+yCq1iZ3Z/f/B6CBVuxdUU1Vv5nH/ytw1guEQgg20rHashYipipEOaTlyf/r5oM8NlJmQeNGps4E8wq0EJU6InN48jRf5M1f9aYU/UuVkfKzoQiU3vHlUb+te0eLFp/Fxauuh3Zxb23XhwM+Sfdf1ZmnY+HJ7lx8u2ToDlENOQvhC9jIuI1O/vcX8n1fuccI+67Atg+OyNpHxt7siOHGZ6GT5I6KAEplkz7J+X3FlVDmW8e4mXXIxgo7H7eAXqekiIiKob0kt4PDsu4+KUI6rlxIH7HXWU8JuTSvTGR+r+6sk0X/CXIaJEwvpaJCh4n/8fxpcLqPwL/WEqFw0YSJI2J1Do27aR/27OhuEtxsEPVf2qjFjy8UelEGt3ZNpRNy0YdTwlAQVrkP87bgLnfoKnPGeWwOj16BIhAYT2S830aDvl6rtcXqw4ibqGEMsPpgOxnav8WC0zGCLLadsISa0GzQYAW7t4e79ChQ/qGOCNf0IOuUnsQksGK8f6bsedl0noqZfDmuXLBKfQ7hUQPwOqPBgQxDCXOwxL3obSceTFr2zHV60SJswQZ1gx8/Y0YVlfL2D/n18l6/43VW5KG/YpxT6CtrBK48iXgureB7LHdjxMjdWYxzP/8l5iz6T7YXayejRcgp9VADQaJ+2hMe3t+rqVX8r9DKsTrudSbbnFZe4z8V3gqYJFsMLcsxp7IqXq92oio/bPP5CHDOmae/jfZuDcd6cAdL27DK5vr9H7w+ndymaGICsL7qaH6WcNn+u9VdavwSe0nun7F0SBqticj//qOlYDBBGQxUkfmFUNcVjslAvSX9s+10HnjCorYplbAbh2FTxffj0NZX++9TITNteaoB41587By2SN4SXsa0Wj/W0hsAm11JpnovPZ2If9kDko8XQvaMoURI/9kjibIf2ZWFn530TRcvaAUi8akRN7Ksxlpyyg6qpr/TR/9BCeWFOH1nZQcH4vIvxhog8wym4S0jiCkxZnK1MTlIXj2ukX+BRMijhIcUfNQo9A1NWIBrOwe9kX+wyyybjRKyawfs92kH4MIvH9vgQHzwnRcOGZEMPe2G2CbRQU/CUjU78wzz0RrgGYXbN3QvV1TXzCxyKXRSK+DP6bR7C92fTRu6L3gtVgYU3b9E1N2/QMzxk3Tn+NUC2LV1MnUtZVpQxN9LEHEvo59Q2/1x0pviONhnK2zI3ow63Yi5X9E0/41Oi5DmgWqI7/XtP+Eho5kcugtgNtIS7WiWcC45YC7aBCRf7r/nDj5fFyw4KZhJ/9KqB3fbfKhLXs6aotPwtapl2L/uMsRNU3s00mtxuPJLJGA4EGF420sWXMnSmo/RLSHvXIoSGSAaSIlz4LBAGemBWGLkoxq90b+0yPDmsbKtDQjRLH/dVmIduDIh1m4pCoIqaEBHM+j/tQpeGcOh9dm5MIkhVDYSPfMbStSUVe9xSrL1OiN/JP154Y0Z+Bjjz2WbB+b3q53OCP/EYF+bk00lXHiMDng9Rj0tsjxOJ3HHpVDRzjeqYacjGcbc0BpiEMU6fdLpP0TeKdRfSAjK4kZDvJPlrCc/FJwJUtQOvUEHPB6sW/CVdgy+QzEqrf3GfnvaAnAFv0qIJyFVqLpy2xZ4RjQxbwcFVETy9aRosnIP0EorEAyCLodr3DdxU1I+cce5Q388bXb9Mf5+fmo8Wt4eY+MzSfNwQ23C1h3fgWMbN5NLnThoctnYs0PT9LLLwhczSLm72fkvx876n8dx8n//28oZIYUU80fMZCo/OOnA39bTMJNwMk/Q9sVH2DsQyH959v7F+KVQ9RQTSxEo6d6cMbNU7EadPIVuFPtcvQF4Oz7gdu36T+GoulJj3Sco8ZDRhA42NZz2rLY7NPbCBIIaYJe5HMzswOYvutvcHs36OSfj7T3KPZHMvvfOCCjLppHGmojanYhPzQJR3a06xETUvO1/nA7cmw5CLE0Ui7TAvTweb1CDEKK02nJFYUwaWEuwr/+Icpu+wveXP4iFvOLsb9dxYlPRrArTltqraxZiTvf/bH+N2/VoPKKXtfdJ6ZdghvF27A5Pw8fth+GZRqNdCoW41GTf8YBdBSPdfZK/qcUuZDHNkGi1NtT5H+MZwzcYXqfycZJIv8jQv7FBNnWcMuoMXoXCbJxb6nx6qIwL22uRQNTF851MBHDXdRQXdewDjE5hp1tO49a6Z9AtqbIP6fy/c5fkuKXwB2njcM3l1b0+fnZHCuvEVU0IxMSZ9QdaBrYhhrvQaSSiTC1hEdh78RrU+c68Sv9fp/JGZT8O600u8Qf6Z72HzfTMfdMm2nEyD8xIhPrSXZWJpaOy8EvL5iS3PgJyrNZBkxm0VFF/q/LccErCHp7omNF/tVwK0IcvX6JKDyBQ7CjjNXmp7dxGnLkP3cC/jTpRSwTH8RnnnP152WbETITdLS7cnol0OE4Naicqh8cO1ezg5J/YsP/dF4c8/as0J/f3LQZCquFTceVV16ZjPzv2kKzbgYCkn5sIf3VBQuiwjzMe8KOljCN/Cto1kVFx+/61UA7yXX//HgU2R27kdu2Hfd8VEmfJOnfrCd118j/pngYpsD9OOz4D2zGnknYQCL/ksQEuXgD1Ojg501iPFVYbWh/7DH4Xnl1xMi/v+1FzP/8XrTFg9CyJ/Sa9p/e6s/SPA0neG4e9LHIPrFi67PYWPmh/thiHP5Wf0rUB0+EQ2PBQlSOuQhGLo8e22zs81h8YRGq5BAC8UYElRA6LG4Y5Sh4TUV8mNL+c5wW/OXymfB99A/9cXVgB675zQn4ZMIzWD6mGO/YbQipPdfLp5NDVWNidJoRdhYF7gtGXkXMa0I+yRJjk+nfZ1nw71MN+Pe0kxA2mFFS+zFkJa47I+JSHLWBNCdAP+R/6tSpmDt3rv5427ZtiIvxYW/1R8Y8WY+IKSSorCuDqfPnx3NciJqAuEiz8DI0Xn99eygOrLofePl6mH2Veiq5fn6I4/vhv2MGd7BT2r/CnKUCx0F9/JyjEvxL1PyXcE342PNbvFP4pP7YyMQKFbMBo1x9C/4F2iMY1XYyJjctgiJp2Bihnx8aCa2lLghqIfBMNLUr+RdjGiImet5Ekb8rSCchf7QNdW2VSfKfQGuwFbzLhbzRqdbJHMfh3OmFnRwxppxSva0jwfHI/3F8ucDU4dG2H4gPT3pZj0gozBPxF1bbl77gkAmdENaKqBFc8+412LZoLg7MmIFCXyNtp2dODU9CELqCZ4sxb7AicJYFm86IY5rQc9qUWFOtdwWg70tNaj3lcxRN/3FFNDQLBgjxjm7GK6n3JxnJt7wdw468m/Tn2jz0WBaHUSdgpObrsn+sh4XLQNBCiU2Ic9NShQFCiwYRKpKxY3QxPpVXYd4FY5EtUrVrubUVxcUpIbk6poK9vnE97CI11gw2wCo6oQT7ntqKowCfmObgoYsr8ewPLdjB2pvFOR5DLPlPGgyCkvJgZ7J+2j2R/2uWRtAx+S2oJ9ajaFxGj4J/oz2jETMy44M3wsSPTNq/zMh/WFRwQ8MWfCs7WydrZ00tSIqb7aijzols1lIovJsaaVuat2Bj00ZdtTzXlotix9DF/gjMDhsKmtZh0Zrb8O64f3Yeiwny37gt+VSEpayZBB63nTIWX53d9/ElRr6J8UUgJgWJDH0IRNLnRKXzuBKzB9AXvZ5GZ408/R6jcxwY51IgttWmopegg84xbv6Ikf+ubf56QnkOdSQaMgqThueRVfvw3veeRtNDjw7oOOnZR3mM4PZG/gcylgeq9j/aFkOdQI08iYimMhhMFjgSqbtDsGcShOyEUQJOrfw58Mo39LaSD146HWUWep80txtVIiVxFlXt1UFH5hfB4iOP0Cc0FWanRT8G8a2R4N0EUYTTaEdQCuLTd1/E33/yEIJ1qTrgc889FyGxA4oio+ZIbXKsyIqKS/++jtbd9gCFrUE+dwUWHLwOS2f/DMQXQvYAoj5Psq0sIhnnQyQR1gw0ZQANGYDBSHpGyRDkKERmPHcl/035WXjxlCVFl8gAAQAASURBVCqsmFENG1m4hwAyd2bF1yfXx3Cwfcjr9hirBS1/uB/eF14YMfK/IzuCX13chsfPDMFiMg4g8u+EIy4jFNOoA3Lbc8CmVDZNXyBzi/T7PthInbIW0/CTfy3qgxznk6rqMYGOxaZwPyUGEyfi85xmZBS9izG2TfAZNagcHXfDlfbvthpx9pQ8BHd9rD9ermlofehhZAfDCAgCBEVFhAkN9kX+jS0f6an6Tv45LKbbYa8ge5WRI+Vq1AbgSL22GNQd41nhInyrZgm2zvwerPEOfPbh7cg7S8UZ/z0D3/zom9Ba9gP//Sbw1h09kn9C1hJ24HXn3YFfX/Uizp//DbR3tHVTqT9akLl6ylMR5G24Eo44XcPda7d0es2uW07BtXcIqDJSnalCRrz11P+DHwK7XoElXKc7nfT3azGcEPciClMnwqm5DmPrpIuwddZNaD7QNCAdnX5b/YXb8ObmA3j0w8vx929/DI6p4AuaARkZnr5r/iP0f2ZJQV6QCAd6UXbkHfAaXWdGEuFoLFkaFJejumMwoUNSdV8VInupboWWtq92Ove070XS/olG1FcnGPDZ5gJMlf+CmyZ/v9djS4qKeWOWQmB20XHyfxxfLjjzAWch7bmTljo87BAjCLeYEGxxkVW7m0FPFvFEmqFoErG1eQu4GK+r4F64aBwunzcKEvPoEiS8f+kwmomnlS74U+cuxp/b2nCJYulxQ5Kqa3Tjzm87gj3GLZ0+N7uCRkodMaMe+T+r3NgpdSsR+U+g3EaNFSWbRgetDhOsJgFjc6nxu7kqhriJblityBhU5J+0/Tl0egzrZp6O0vWn4a9P7YSQQ9OS5bY2nfxzLKW3trZW//4bGjfAxsi/GuNw7eZfYcqqc4D3fwr8vgJY1520iLIKh6pibv3JmOpfglqVElsRHLJ8Q0tBTWzS6Q7yTJEDZ+R6JP/eN57Et377DqY+/kdkFtqT5J+MjcT9zrJkgbOak5EtizAyaf9ilI41K0v1eiMQ0A3R4gwbZpZ49ADGZ4dYvbiVKdI3xmGIGCCqIv6585/JqH+ibnaosDjtegTILBMBG2KgpUWfJ38FuPET4KLHk09FWSo1GYMDgcQE90xKANjzHsRkX3Zj7wKR7DmRpcwljz2Avs++l/6t/9Y6aDnEtSeU4ZqSACJ7P6Xfl9xrjs5jG6srHEnyb8gsRlvxidha070cpzyLpf1nMvIfjuDtZxtwKFyInSsO6+m6/YGIVCbw24RWyTGo+Z98Iul6QueKIS2bIVp6Mg5ZaURSI6UjQ5zXZNw7IzWAt0rvxPKVmcWIzyvBf07i0Ty7FBKL/JsVpdeMiUTkvzROz88gR6GazXprR7JsBGSDPhq/P+5KPHTyI4je92+c+OqjeOcFmg1AQJzGo2dl47uPnYknPvg13nrrLf35joiIHKcZz31e06NoqeDx4Os3nYW/nc0cJCzCo5N/5gAT1KGvL9rYxfjrhcvw0EVz4XHwyK6+E0vX3AlDrLXHtH9OCiHK1goicjjkyH/z3mQ0bOWB94beopWl26rB4IiR/4Cg4VAhh7osI6xsjPYY+XfQcSoZbHCKEVq/TsrnXrsZeO9H3QRPe0LiPsaIQOUIkX855sffx9tQ7aLfJc7shsO71T6P1RHqgHt0JfI9H2O+vQGSXIi946/Q67KHK/Kvn0/aOSwRJbQ98gg8QSZcG5IR6+Uc00lUuCWop+ovDgUg91PzT+ax1Z3qfMSZzbr44U/m/wRnei4ADw4tiojra2uwxtuCMncZwlIY1YFqbGnbBmx/FthH53MCibWEzPvE3jqhYirc9iwYBCNaWptGJPJPEGuuJF9C/9uVQYNHCZSSEjyOQ9DKlOVZl4NWQv6Z4j8f8yLE9sy8HB9yFBUv3XEOSjJT+4LkbsHe0WXwuqYhSuzFWGqdGDL5jwUQqvXomUeyRNY4em5mSUD2zOV97q/RCB0TzoiMUSFVL3sYfeRtRP20a8lIItRA77WmqZDkuB75Tzh9LikCThK26/8nHVu67sWHt7WixDQH44pmJiP/9ywz4+Gx+bjl3X/A+8mnyHOm1rUEVu5rwTkPrcb97+8HTzQGYh0o8G3XS5C/zDhO/v9/xDFI/dfEEGo+zkbdR1ZIzSyqnDZZicGVIP+SWYJF5LBu4e/x6ZIH8PVTpuJXF0zt9vqucDgdWLXrNXy040XwhTSdR63Z3E1hX+nogBoOo7BhDV6e/ADqc3d3+lzP5Ll4b/H92DHzPpwdCuPiidak+nd65H9sJg+72YAs1oM8q2hapyjFKROpgf3xvlZMmyZijPAwShAG7NRbOSCIIYR4HlaZGkRrDrchlEUFcd78/Cn8qP5HyDw1M0n+iSCeN+6FW6GbjTuHXlMLEdOS4zTroAfng7r7NXxV+xxz6s7E9IZlGNXegJL930dh7b16zd5R1fwzu1s0AEdyOZiyTT23+uugmzbPeErCOE5v80cW/gzirNIf8LAKxhEh/xEDvX6Jfrsdspwka2ez6D/BsvE5yLenxoajnd6nrS10Ls3Jm3PU52J1O/HTE76On15l1Ev+SeQkCVcBnb9ptZFE3IcgC3HsqvPhs0MpAZueUNdOI+52lwLztmfRtuODAUf+g10MIKm+l+4AaWhi90tmtaME6XObbOwukipJNJ+YWvZIkn/7hMWoto7Bwx8f7D3y7ynAt7JzULQ/TXk6EkLwvb7JFTFk3zz8pv733xtbMJW1hDwWaf/wjAKn0XtoZFFVgrzZ56HhQqpjoTDH5WCQIGTJTNW0TiTVJRa8uYBHfM4kaIz8WxQF7YGeCUyYRVNy44Yk+Sd1nAkEmAjpVzKnYtmoE5E9hna42PL5XrQw0kJw5VVXJB2/Tz/9tP47227WS6+CMRl7G7uPYbKWBHynQPCepj8usDOhV6sV5QEzKisuRF3pJfCHhlbqEQtJWHroYpx88Cpk21yIWOhaEh97Xo+Rf4dPxoS6ZRjVMfao0v4jLHtEF5AbJLkljvHEeBrN7oNYVTVi5L9cm4M5tWdiihSEM1rTq+AfyabTwfGw8xGsD/0JbQmfKnHaJDIL+4n8Lxi/HCdOuWDE0v43FF6AJzwuaKykqUSie9goNdWmuCc0th3BruwQHnRm6q3xjFIOmvMXw5sxbtjI/6HWEN7d2QhjDi3pa53wdWya+T1EzDQdWgvIva4l6eS/Iy6BMyuwkQaNYrTfa25MSy/izWbYjXZcMv4SnOg4VX+uOdaM9ZEIWsJh/X/nuL+KCc0L8GrLRvomImabFv1OJ/8JJDpa+sJtiDEdguGu+dePU7sW4OhYdGV2JoPEcaGfrofaS26W7aCvU4z8G0U/NCZg53AzrZ3MfD2zNQFS2pcUZCV78GA0onoh/3uqamCQ6DrNcRrMLNPAGhfg5FKdHPqK/JPAg6hoyMyPYvUkDg25I5/272j0Y/Lux+CufUYvYUhkehA7/fqZRnylnJZYkDJF4qRMR83udoxxz8eY/KlJ8k9a/YUaLChub0WJ09ipxC8BUVGxqz6AV7fWQ+NVOCKNmLTrH5i7fPg6OH0RcZz8//+IY0H+gynvpVTf0Gfav2pRkRVyQuMFPXXRmu3s8fVdQbyCL3/2CP677u/giyciUGfBgQd3oPY3v+z0OrGGGhkRpwbJwMEqp6IsxPDLKc7VRbF4WFB7wJpqqZZWU7Vv3z6sus4G7w9sUKtoSzXZSUm41WHUjahTJ1KS/8n+FpxpLEfJR3uhtRYApQsHft1suQhbXLBI1CA6LWrCWudXoRLi648jokRgGWVJpv2TlH+CjHIzFlwwGlMW0hIGjqRnW1y9RnKNm/6BC0NUlT7LL8EOG8Y0RmDvEDvVkA0GiQ2lOQOoyQHuvEHA48sFGHOM3cj/ukPtqG5oQ0v2dARdk/R+3YnIfzr5J8hP9LcHcLDdOCJp/xHWc1pgnRnimpYka4nUfxJ0uO/CaShxprV19Hcmw0db709gsVpw2D0ahR0/xXl7vw2Xqbu3Oh1Eo2FCvA2PPPcDrLv+Flzxzw1oYp0JeoLIhKAUPo6g14tqL91Q29wGmvDcU+R/0W3A4u/CrLo7PW3YSolXn+cnV2LBhrvhiv5Hf6yqWjfyn+gE4BS0ESP/iTZ/tnF0Pi5PU/lPoMBl0UtLJvrr8M3MTBR56TwsdIVQXP8pvM+lovo9gXR+IKOjTJSwgHyHAuogPBbkvzkQxeF8SqqtU1M9qYnB8673BWwvWInCWYMnmQnj22KgBmtTWMPfPz2EI21hTMicgPMqzsNMzo5fm+tQc04mrj31bjT7eiP/st7/O0c4hNO8d2GudQtEJu6p/19jTi0mulo2mQpcZgba8OAHlSkn3LJlKCig8/Kj3Q14ds0B8DyHOWV0Td50pLsBTdboaaMyMclKx1iJi84DXU06bkftqFPQWLgMTd6hkX+FZeDI4FDiLkKM5D/rZW3mHsl/2eEoZjZchKWV848q8u+P+TA68gTGVb4IPjb4lGGVtaOcmCY4RuZkgkgMJ/mfwM3BnLozMPGIHVarrde0f3IvLUxt3aIJaFU/Rw3piMCI1ECy6ch3WzzxHFTk08CA3WQfdvJfzcqgDAp1WplYTbzZSPSK+uil/srbuGX1t3DJ1r8gKk9BQtqF2D/i0bQXTcOK3c343n/3wTWXOj9ijlEIuEcjwIbaJ7tivV6PdHL4sOTEB7Mvw4vOr+PlKqF/8s+CI2RUcYlINMn0a6LfK6zQuUnsjJYaH7LemoslVRdj7eGtCOlObQ0INvZJ/sM+pqMRboPC9HGGM+1fiLTgw6ttuOfsDHAq053KTGWoEJRKHvzgJQVXb6nD+1ufQelsD/5w0TTML8/SBa4JTHIQZtaNaqdVg2xxA0Ln7DlO43SdJv2aacKgyX9PNf++QBsMLAuW3AITI9FE0JRMq77211iMfl/SfpTEFZSiGJ4+rRD7yor1vXskcZo/gLzWLdBq1+kZQYlMD7JGf5rtwOOZ9NoR3Ra1yzxJqP2TNn8Eubm58GgGSCEDiF/m0DRqt3fFyRNykWU36Rkb7zKuQmQutNgIlkX/L5L/k08+uVP6WgJkgyD/O47/ARwD8q8GUwtYYpJ2NfgTkX/BJSAzTEkFSS9rCFDF1K5lAj2R/wQCtnI8PmsRtCiHyLsrIDU1pd5bUYGir83AJ4vpwmWSUqmvutq/xZBUTL75bQM6ik7uJKJ2+PBh5Jgl5Dt48ByHrHt/Bbz6D8iltP2exWHCaQ+uwi/e2J1UWz/MIlhdsxD6g99xFU59GMgOpkXoOB6iyY38GPMglzmSkf91jev0v6dNGYvZZ5RhzJy8pLCXYnT1GskVxCBiyb6tEgQ3JUKiYoSPRQaG3C86uwanndKACayFnCmne+TfGxH1nu67Jn8dR7K+jkgonjT8Ekr/CVw75fbk3xvqhBGJ/FuzgY9dr6G4fk2S/CeiUIUeK+aUZuiZpu/sbOw0LrPD2bhzzp16uyJS759sW3QUIAa9RZIxMZKDzFBx96hg1WrgjduAzVTMZ1ZJBp5wVel/L67Z2qnNU08wywcw+vAbsGu74bnyTwizFlCS0YD4wluA7PHd37TwW8Cpd0NUOgvtyKw1X18gbZ1s0VYYBEp+Zv/qA/yptjhZV0/moCX+DOZt/BVM4qERJf8Gdx5MeRXgQJx1dK6kg5COnyzMwO0rH9Lnem0+deaMPWU8sawQ3bYNsX29l8XMzJ2JD5f8Gb9vbcOKzHy8NHV5UrNhpMn/n/76R6yqeBMvTfs9Ji5NG4dRL2L2Dqwrew3FJxx95P+IX8Fv392HTdVeLAkW4GfuyzE9OBHbwj9HhuCCRFJx/T0TmFMn5eGK2XloMikIzziA3N/eiFgJbVVHEGEdAAi5I1oaq1V6rfMiHXhhYw32N9F1RBAEfOurd+P7X/0bZpz+ffzkrUq8vq0ec8qo43BTdfd1N7p1K/5w+E0sUen3kZVU2v+KSCrKE44MbexF3qelOHYpglynHaLjXGyb9i00tND7n243OV1uRFirQ4mPD7nmnxjH6ui5KMr5EG/N2Ib107o7yftCOsnjhDRip6rJ6H9PWVtDhcA0YCYc1GBgpKgTqUuLel98+wScLL2I2nI6/hsijcmIasI51B8RdTOxNQLrCJD/9lg7Ttuiwi7S6y4p9PynjLLrpY+9QY5Fk63+OF6DxsqdtlaY0JF2PY4GiT1AjYfh4HlIRmo3tDlDkAMyfrVSHFDkv3jiaPCmZTjEzcUhsbNjvitIGcG3Yt/R/5Z4Hq2RVjy37zkc8R+Bt5Fem7DVhKtPux63T54Pi4dHwRi3Xos+tnYh3stitgfr5tEb+Q8x8m/3mLFi63P414p7YMoYPnV2Y6wNp4w2YEyphGlb78BJn9wKg7uzE74wpxxzDmqYWt2MlZufxJyZVr19XBnpGMPGqVUNo6bmAzRa3saL5iDaFEc3TRIS+R9Tz0SNib5AdGhp/2RNTJDlcLwVJkb+TWYBZlY3r/ICzHxn27or4qwskFMVeEMStDiHS7f/BGfsu3Vk6+A1DVUi7UzljSqd7HuyRu/KtuHFDAGiuQM+lwVCYXHP5D/q1W2oTKcVage9BpWFgOjqeR0zCjzOn0HX/7eqgnoAhJRQRZrah9z55UtJ/j/55JMeI29kMK1evXq4zus4RhKkZc6pdwNn/3HEDqEGUguYwiK6nRYcswNq3kS4FlwM5+yF8EQo4ePEAJb8fiWeWndkQJF/0son05GHdm8ctsVnYHcJUZtX4WWpoASCywVzkRmW6CO4avM9MEVTn5XobSzIdGOafd4FmPWr9/HBXpp+nKj3n1PI6rm4bNTJXlyy8Ra8VU1VhGHmcbAlhN0NgWT0f01dBAdHn48D2ji9fd9AQZwFHPFg83SjVpn4VMySCQ/7GGO+UW/3Xt9UrytiEywoWED/mabyLQssShvvmfxLjPxrmgyOd2DfuMsQLL4C3oxU1HAwSBgMJEJIFpb8jIn6gm7O6k7+O8IiDERsiBk90TTxya6R/1GZNszZ/nssXH8XVDE0IuTfrBxBa+ZqXa07UbuZTtbOnlagazq4rJ1VnJ0GJ66dfC1ev+B1rPjqiqOu9ycgG9fUVkp6+PRWfwm07AW2/BvY907yKc7cuZabpD73hh2nyfjryR9CrdgBhaSKj1uKI6Fq2AQB5tN/AxT3nr1ga6RZAgRZbdthQv/EQE1EZIwGPXLgi0oQNQFqPJJyBPIBOMKNsCjSiKr9W8edoP9d4VSRae+5/n3RhndQJnCoM7ggWwv0jI+KE8rhOOVUfTZ6n+87+m+LdKBUkvF9twn3rrsXUZajOtI1/+fHX0bY7EO7vR4ZmSlDVdr6PC740Id//1FG/M9Um2IwSBjfVhbJTrTTnl+eicaf/ARHLr4Yb7zCo0Uah22Bb+r/a0tL0U/HDYvL8cuzx+JFpwPXFObj6YOvdCJ8MZ45JyLtePHAi/hvmLYEq1CDupJ2uuE8etRElGaPRa7RCWOoGcsn52Mui/xvPNK5/SpB/EAl/K++irpqJqDKhJ2IE1rMTL02ygQxBws5HE+WDlkMAiKOcnRkTkKQi+jrYHrk32x3QmBlNqOzy2HsEg0cDIif2pIp4f05PHaVDM5YTR9LHIsaEqihUJL8D2urP7bea7wCg4WSOZ7nk8QufY64yvIx8bG/4cDNS/XHDaEGwM7IP4vu9dvqz0j3eoMUQUPD5mEn/47Aekyu1pKdK9oCWzB1598RVT+CKvW+hiliPKlYbuRESCyjgYMB0WFa+4Jp5L/Q6tYzKwkC1lCy1fFAIv+WYqYjwsf0trJ9IRSJo0HLRrvFhaDBgNX1q/GbDb/BXavvgr+FfmbQbMKPaz7DTbIfoaYmzFpO21NOaj4BbyYCFgHazaMn8k/mdSLyP2naWBxs3IFtVasQkXroUjNEkHR9/fuYsmCLcbqzWEgjo/prHE5EWWZDocGoO/eSa46NRv7VUBum+LbhyvfewfzKRtTHbVixOxWYIrDHA7CyrCFFHXraf7LeX28x3QGjysi/RUBOVgYm7fsXpux5HBZO7TPtP86yh3hNhlU2Q4nESMEHPRbTbBkRcBzWSzPRkj0DAVtpN/LPiSpEQxQ7Rz2GvxvDiMidHRERfyryT9b0LKuGcBMduzvLOEzM7CGowXDxHOpIWH0kgl9fZsUnS/+MJ++vhTKA4MaXnvzv2LFD/0nUPycek5+tW7fq/TaLir7cNRJfGpBI3+LvAqPppjoS4HLHwjo6F/YpZXCdeUYnQ4M32/GuPAV1FechY+m1MOU44YxTosqrEZw5JR/nTCvst+afLA6Xn/hd3Hvlszi0qV3vCf/mPDqkvc+/ACXNkAj5iJQdD4NqhBDnun2uVaIkpiyzHk5DC3xpBiAZ7wnyH/FMQLW/Wv+7fs4m3PTQUijl1GAdlWnVRbAItgQOoqbkdDQ5J0N77vIBXzelvQMKMQRYnVkzS4PmTj4HuSefQdNDDYApzwRVVvHD8h/iu7O/C3trDtrrQ5BUMblQB3lbH33b/RAT5B+SrgjeULgEoYz5UIbYbzbZL5oJz533lB9P3yej8PNIN/JPri8v02vPQ0YglNq4u0b+sxxmjFoyDVsiLXofwZFI+zc3bMAEa2q8iJrayRC9ZmEZPrhjKS6aXdxDyjqFkBAvGAbyv3zP+/rfvKbhsO9w75k7zNjgzan5IagKAtHeHSStNglVBRyMNtJ8yIh46QTU1K5ATuu7PQtpkTZxDdsA7xFYfR9j0p4nMH/DPZi+6x/IFFK9j3tDVC3CofLzEDFM06NRiUOoLK2OXMNJRprCncPs3uE20hOfmUj5n9GLlk9ky1bIr7yq//28iRqlBWM8+PS5A3gf5yLgKkfgjTehhLo79A56D+rGn+Krg1XTwJobIKAryKeITbqDaLgi/+S4Ji6oRyEvWQvINWmtswxmGFQeHOlCMoRMxq6R/5hmRJHHqjvlRB81VBWWtyxpDty56Tcwps3nbpCikCITMav2FFhbszuR/8+4OcBNq4D5N+sOzVY3vVbZwTaQqoNPD7Ri7UEa9e0w06iuW1Zx5LlfoLGuBlOL3HrXC5LCWdPROfKqMBLbxtZUkZEzsgfI7rQa40GmzicQZemyJGc012WC10XXYUXer+uvpK8nHpcTLgtdO0axtpJDhagICEWnorRjCmJ9EM5+Vd3TIv8jRf45JI6hJCP/6aJ/6WMhgUJHYYr8JyL/A+igQ0iRgelTzNz+Z+zZ8MjwOhUVCR55N1wRYNbWB7EvuhcxpQ057TtgkOqhsFr0Ht8aj+kp/gSCATBnULtBUE2IRIcn7T8QZV1yYmEUOpimjRJDhVAM+XBY3+UHEvmfH6RzMDOiQutHiT4YjaHekYOrzvg5/jp1qt4Gl2CB/UTd8WswET2jKrSxksTKzXtQOiUL7kILTISsNs9HNXFCscg/uYeJtPYE+Rejst6mloBL69w0nHuGWab2SknABqvE9tgu5J8gwsZtkcGIqgNePHHPery3rjbppLJzMTiYloZqErBTLe+k9E+QEWujAtx6yZCValocJfn3KzEYEuTfaoDL7kSBdxuy23fBhL5b/UWEVuSu/gkm7f03nBkZyG7hIDCnfISNqZEAEaG2meLYNeUbsE24qJMQqC7Kyu6DwIvdAhxk/0tP+yfk322QEGmmNu6Och7ziib3euyJBS49uCNJRuwsS33ul1nxf8Dkf8aMGZg5c6ZuuJD0fvI48TN79mz86le/ws9//vORPdvj+J+BccpilL3zKUpefjcZUUgszsQTfXlmNTKjdQjv/gRS22FAoNHeolEe/PWq2bpq80DS/iNxukhHAjGMFVzYOoZDfRanGy++l17W/+d75RU07mO9Sk0+cJHu5N8AeixXzInfWB+Al/WW70r+TTkzYLz3YVy8SkGJq0RX1d7bSo26KYVunDguWxeFKx9XmOxTrPoG2Oov5oe87ulkep5g5DBxHI1kmZadCc9ZZ6HCTTsTWIotemlc9HAU102+Dm89vAPP//JztPzhH8mFOlk/27Vvu6ZBiwfBqXSz0FQZRo2Rc46HNkQpEGIwkE807SzEuvfyYRahbzTOVrWHtH8JVkb+DbzUKSW2a+R/bf1a3DVrC/zfEvGDUwwjEvkPeIGc6Dj84aIsfJ1vBhkt6cZ6ukBPb+R/uEDIf4z1Zec4AZ810OhnEqSGlSgLh1t0I+m9XU34sZm18CRkKB7qM+1fbTfqbZd4XVSS050Fdzdvw5wNG6A1H+yUcqmj7QDwj6XAY8thCR1Cfssm2KM0A0CT+idKMRShunQ5Ytwk+CL0vAzkCjNxRTIH/eaJqCo9CzEuZ8Qi/6GYBHMRzWqZnde9T7AajaLxxz/W58dbggMvIYpPap7E/PPKIcZkXUtNnLwQGVddReodOr2XpLde/ObFOOe/5+OxD1brhrWHCV95A7R+taeylqGQ/57eQ75boRrAqYfmYc6RU9C2J0X+BZMVmpCDzxb+CluDg3f4JiJvMZlD0JgDL5yYPzoTMTmGmLdz7XVZ1X9xSl0HyvieM0KIFkVA5gF5CebVnYdRj1Yi1piq743bCoGC6bqDmpJ/WjuMWAzfmZODH585AbNLM/RODStq6LEdbQ2QO+rw7LPP6voGU4vdyeh/OupqEu1MD6Dc+V9Ew9uS42+GjWQK0PsVCw6NfEXjTHgPEhaPyYHVzrrcwKYLuaYT2yyPKykuaiQdFI4CccWAdW134cz930BJlZIUQhzQOadHeNkS5/7KVyDk5CTJP5mLw+ZwZZH/EiUOwZhaOxN1/+nXiKh3r3h8N8KbsiAoGhrDaWn/A6j5J+dsYMKopH2XW+CH16kYD6Jd4OEJa/AEDqPGIEFkDhSi36b14YhRRTFJ/jmBx4Rcuhfmew0wNXdZf4868h9BHrtuFsTxSEcMVSVh3DyncxZbb+Mik2VuWVUNU5We66YTCEWi+K7hJdzKvwybidM7ERHMyJ2B8fPzUTEzF26LgBqekrKdG/frnGLembRMaVHzqSiU+GT0O71rSIL8S3EVReM8yClxwmQxojh7LGaOXgp/8/DtGTbQ47bIE/DR3B+hcvEtENLIaALhDHpOo8c50bQLiDZFse6FSmgli3BX4HLM/WcY9owKhOwFiNtycLf8NTiTyqkUAidA0y0OoGPclcCc6wZ1rgnnSKLen+Bz1yJYxDAyO/Ygt4yuh3EzWxdjo/qM/MeifowxemGNtcOdlQk5IkJgugqhNLt4uBEMeGER6L4hq9FOkX9iZylxOg7n7vTj7nWPIfhpqvsAcQglBB9Je09C/m31NVBEAVETcLAQmJzdd0brhAIXoJmgcZpeiqV/buzLS/67W0C9oKqqSveujB49Gp9//jlycnI6GatEXIHUnBzH/wjC7UDVp7r3GtMvPSaHTDfo3TYTZoU3Yutbj6HtLWDOA/ejZX8cOSenxPEGkvYfjtHIYzQsoki1waRpeGM+h2++o6HjqaeQedWVeu/iZuskgGT92OJQI2p38i8w77LkRNwY1WvSE9i9exfmnE6NFpdnArLWvIITPcBOF40M7mqg5HpKkVv36j553TysPqBgx+qoTuSlNl8y3tEn4kEo/hAMshEGRwPWGwuwxEQtslAHvRZjM8ZiV/suXfQvsCmgZ97EI3IyPSn6/BMoqLgQh/I5iPZFQN5UIJtqEyQhhsBpKqxE5I7YRnEVk3LG4UDyBUMn/yaeh0ePFHDgXQFdxi3LIKCph5r/ZUYHSC6R1cInxf56Iv9t0Q7EqibCH50Nt+k5SExReThR11iAwpaTUR55DU/sXdtrmvaxIv9RiR6DhwkB5uBKgtSx5k4Cmnfq0f/q9on4qC6K6Zd+B3GzDSGvLRn16QnTPluIWWo5ZMej+g4gpqUc1z+yEKOmnQ1c8lTqDYnMEYsLBol+7p4iJ04pqgGn9l0DShDNzgNCgGo36Sn/+ldIU/4n17BJGIeG8mKUsH7uI0L+iRdfJS3lVOS5eojibNwIsa4OalY2npx/O1zRIGq3/h2FYzOQub0NtXs6wJ15KXIv6TKfALxc+TJkTUYgbERWnAiTAU5VRYcgoLq1AePzpieJTVZWVnK8D4RUDSTy7w8EUKyJaM84EQF7KSpiqRWHJ6nPPL3eQ3HsJc77iT0m1F37FDZXe/H70Vlo8dfDLBPhyJQZ4e6gAqRSD3XixH5Y9LuPdT2XbzhppodRDCOY5sxLF3/Lt+ejKLMMfz27CpcvugW3nDUNvMWiO7Zue34rNNYeMpO14iKq/z/5yU9w1YISXaRzLqv/T0D0+/TlLmDchzmuldjgZW3lrFZYSOmXqkAVBMSHSP7FhE4MKaPiOFjNibZbVn1tT8/8IMeUibgXqRtXB94Ktie0iql7eutaDxRVAd+lW01v6ORgZxlftrlzwZtMnYxv4rwl4/ZoQO4/cWYSFKoi8Up1u+/pay7JZKv8vBljGw5g8kwNDRkNwIK7gWmXAXmT+j2eKErgWTq9oIjwGIyIJ7IzhgMxH9oFQY/8E/jMDhgsmWjKmwuRj0JTaHlJT9CI0KKZzpuDQhlm2u1ogQybSM5xeDQWiPYQgRoP4RBMWEKu86gcWFR6jVsjGjIHEPlPiBGSzYJPW7d7hBjB7Yb/6n9+LfNMvRMRUfSfN3EGjJPpfHh9iw2Hgl7MEgDf4Vq9M82YWbnY8PphBNqAAydvwuSlpUnyLzizoET8SfLvyDDjgjtm6X9v/uHLWDLpHCyaeA7aq4YvI9DGgkE+FICzj0KgxNFJvDABf5YJOAyU59sRzWmE5i9BbozDng3teOz5N6CQYPXMn+Fzjodiflh/T1fy7/HmImfHk5jJPQXujN8M+lx7ivx7DLPw83kdOG8Mj8sum6CLIbZkTYHBGodWsx2xgt5bvsYiATz0VR52MlUChQi1KcggPIFUm46g4J9y4AOYVD0sAFHqTP6Jna6ybA9B+xrk8ny07m7A+PPp/xNR/ygpC1VEfX01F07BLiGM9nEOKDyH0Z6+9ZiWjM2G1cDDt1kFr4s8mr/Ukf8Bk//SUjoZE8qwx/G/CRJFfPvw25gOCy758H4iEz8i5F/rqEVs5xb4P9kMY3EZsm64Ht5wHLbxixDZv7aT4B+BxaPpfTWzihyDI/+MGMXDMoT8qRgtyVgz2YgbP7MDjY0IfvQxFJ8PMRZtO3HMHLy6eXu3z3VZojC07UDU1YawQYI/HE32rY027ke2zazXVmoi3YBa3BxsH47Hh9v2YF8rJaOTClN1tgVZudiBaj3SEfHJsJBc5/7qweMhyHEeRjmKVmsMK6UYTrTTKRpoDiC2dy9mZc9ArbcWb/jfQOHXCrHBtyFZ/2a2GeBaOB/j176IVaN5aCVXANOpgF0nMDJXEN2EOftasM3Mw5PxveS/+YG5KrqBbNRmQ8roNBp8kGBDUZkD6wNd0/4l3Jt3Iy6IANa8HPjSUtu7pv3zMOr1gJ5YHgTjxxDFVN35cEFhPYI1oxGGzCLIHfW9kv/+MlKGg/yLttRYCkZ7MAYLZyTJf5ToSpASkRkn6BkK4rrqZNSnJzjDBkStwI7IGMAF2DQeqxf+GhzHY452E0Z1LRNJaEaYXRDNWWjN5nBw3Nlo0fKxMPQcUjkHPaNtfBksm4FYoSdZTmMkxn/aNWw1krA60JBlHDHyT3Quah78ij4nzRd071nsOPFElD3/PHztPoTf8+tpyWGWAp5ZQMlJR0P3tGRJlfDyfppl1FQ7CwWgfaoJ+SeobW/UjelEPWhmJs3mGc6a/7CX1pEqrI7YwFLK2QOAOTd1NelBIllz6/JgRx1d6xaUZ6Gteb0uzxexsp7WXAQqR+dMrMt8JyD1woT4EwgxLtnqL53851gUYM2DNLNl0W169P+FadUoLg5iEVurSV/m2o4oxmZYdadSlqsAPC/oHVlICeJXZlFi0BWyn0UTzYBbVZBoiKHXkwpGvcZVhQlSdGgE0c436m2qGrLImPkaFvIlII0w7bVOXfcl4UQhJKYjIkHS86SAdUo1zsbQYeBUqKTMhOOQLWQMSj8gneQl6ADPxk7Xdn9HS/7TlcJrFQ/K0sh/IsWXnA/Zc0kgiXTRISAOdEcMOBRphVY0a8C6KmJcBMdKsTbM+xlmGGxojdBI9LAgFsD327yoU8aitmg28oxZaC+YiD2OWZCEGqD1L72+1SYZoVrZ9zM5Ybd2YOHuX8Hg1fD++M7dhoaKxB6gxSOQeRdkLgpXYQ7MHXRutkU0lA6A/HOsywdhfxyRQe8DDsQQaTGhZYcLS7KOYPM0YG7eXBhZlgMBsfsOtTcSOXbkBVrw/u4mXXBtwsIC7FvfBEVNrVFkzmSf/yMINg8UaWe345G9Q1bo+iT30d52MCDrtNtA5rAJ29wSJkeIFknPtoAxl5TsVCFfE1AvtmCLpRDLYkasevEAgt6orkmVyHYRSTmkSMh/5/lZY58JOA+BC7VCHkJmSk/k32X1IJC3AI5ZFeB4ntRl4UApLT+tf/ViWD3Tev/+ERPgPA+1GY0YZy2EX1KRxfZrM/suIwGn5sW+URaM8QNN0RAceZ3T/nfXy7DNAmKGDMCQiWgwlVFLWlxf/euFmDpxuv5YT/tfdAq+bvCj5Fw34EW/HVUumTNK//nvPzV4C+K6jfRlJv+DvpNPPfVUnz/H8cVGlb8Kbxx6A6ujTFDFWzVogZGBwP/wT3Dkph/B+9xLCKyg9csrW23IueDHyFx+a6dWfwSuUhFnfXOqXv+VwEBq/hNp/1JMBYwWVAh2vZ3fvkvHo/z112AsprV0oouqyDpy3J2M54QDYnRhFNN2/R3W0Ga0GATEQ96k0r83JOJ7K2J4q6MMUhNNHW11WxA7ZMD+DU04zGpLSdp/ApzmhshTYy/qNOnR9n4hhqCwiN0hQzXAx+EqsEEus8Ly2l9R9ZULcXbGYjx+9uOwiBZkLstE24S2pNfT5jZDcNNzMChICo11gy0Tn855FM/aF2Ot2Yx6IQLb2IrUubPozGBBDAazkS4pJLPXaKHkp3SyCzFrZyOjPNuOMSxlzmw39hn5d5rsyPHRDc4Vd45I2n+C/DslOy4pqhhw5L+ncTks5N+aFnWL9SAYmVb3TzpTnFq9EbM/ehHLTT784IzxWDIulZnVFTxHz3mHSltgkbskmT0QTS7EiQhjV4HItMh/e9652DnlJpiRqfckbnD139pwfi4VoxyXPTaZ9k/ScNMNuFAO/b5vK8KIkf/kfdPUbk4bWZXx3pH3EB6Tj/yli3B6kMNpESNMVto6M6uQGiLtDWFoqorQqlV6ZhHBypqVaIm2wKA5IQWnoKbgdGD215LkvzHQ2mkspZOo4ar5j/la4Od5KMzINljTIjuCCadEAqmynkFGb5KkNa8ckqLpbZGIvom3laary0YVU5cWwWjwojV7ti6K+N4hucc2f/rpQAEfp04KgRMRTkvtzTQrwId3A589pD+eXzBf/72+gWYUEBCi8OR1c3HfVTNgMJIOLLwu+pqI/vcGJUgztERTDn528Cy8uFdIzmGDYMaMrURU9OfItg0tgmhQ/HqbKiG+R8+O2NdOr5vEWfW1PTEGCNElThSH+iZ4/6MI53UWABssyJKrcvSeyoMU5EofS1tmTNdLWqI7diK2f3838n+0IM6J4J4/Yc7m3+ETtYgWu/eQ8ZEUmCT7pn6/nDBVn45nlw9OUFWSJUQ//RlmbX1AF/wjSNSKDwviAWRESWJHLirHXoyZshPNhVTwVzQYocm9z+1wcRmUaD1aFT/MFh4r62LI4jpglCOQ+2gROBh8f/kEXDmeh9RWg21Vq9GeswHPFP0Bp+YAa60WtIY7t1xNR6e0cObQJ23i7Oh7vZKJoyHGI9pmQlaIXvMFhQsQaCNOHXrtid13RKSfUxRqw/Of0xKlOWeVYebtTrxg/Cv+tfNf+nMf7m+HpWgijBkFaHeNw7s7GzsJeZK9UmbteWWWlXa0IPOU8HTiqBRZIIQz9TxuPMVjESMRcTMPn78Ze50amgUVJEv+VxfeiicuYLaMpiIvvgun8xu7Rf7J/JVZ9lTetkeB93961OT/R9EH8XnZ33H9WHofBYGHyrSgppeZ+txfBdGB2fXLMbp9BnIzc/Do1ngy7b+m/ehKlPpCONIMn4Puy63RULfIvz9Iz19l7TTFtOxckulkdRlQ01rZyS5zuNyIVkUh1w58bEhWc9I+kfoQTv7/JvKfwO23p9puJQYeWazJJCST+pprrhnO8zuOYcb4DKp4ecBfBWSU6SJeuphXxUnDehw1Eu0kYlfZHMTWEJ3MkX2rYbEs1Ym3McuI4puL0fboXdj/nRDyfvpTZFx6if66gdT8hxkxYZ36sMw9DlkN61A6LgOW8eMReIcqokuuvGTKWE8ZBRllpSCmIUnhqyLlK+HWZL0/SY97YJ0Ix2kXYG4tXfza3U4QE14w8jh1Sj6aAjFdpyCBb/5nN040hWCK2dHMZ6CItCYyd0817gQxBFtOHJ8JZQiad8EVn4jSsRn43edVeNBLYkiA0tYGY24uik4oQhRR+Hf60TSVekDtbhN4haQ4GWETLQhFe+kyYLSi2jEDj004BPPiLfA0mvEtXeCGLHQGPQI8WJBoja6ubKPXk3BIMyP/pEuBbJdZ2ic13s6ZF8ejoRcQK5+NKdOnYdfb3l4j/3YT+cxEOxuznn2UiA4NF0hrRAJ3kw/XKe149v847T+iqThlzQ/w2nwJAW1p7+Q/5kNEVHBi/TZM3LofVm8VZv3g+7CW0f7oPUFhzh1vsBWK2QDFkhqXcSIC2Vvk3+KGxrYMTiPz24Y2oX+xMkMHSX/lYRU4WOwmPb3u8GbaVSHZZ11R9ZRsS8H4kSf/Pdy3F/Y8h/s2/x4Z5gzcf8IDmCybYFB4bDTRsZhRQB1V0YAI3+bdaLrxJj0N1HXuuXhh/wv6/8Ltc2ASTFh02Q+BTBssf6XdQNpD7Z3F3jwefR6Q+TBc5D+DC+gGvcqEQg22NPJvsKBAS30GMcINgxCnTJCxOysO46aKBxGd+XX9/ANtDSDKJoIhhLlfHYOdn9ajqeR6jKveBbWH9GoyTgmWGfdB8NH12GBQOtV5887cVE23qmJe/jzk+oBx+xvQ6ngPOadS8dhl4+nrDubbEItIcNkz0BZowHPPPYff//73aAyI2FDVgQn5Tr0ci4AL0XGcL10Jp70ChTnNaAys1MefwJtgEo/AIgEOVu85WMjObPgcQNBCxBVB07o1EpUnDrVUzT8huqQEpXpuI/6R24ilGf2nsPcFsxKGBRHIcECKi5AUacDR/3SSFysogNTUiNCHH8FUVjbs5J/jObxb3oJto4Nolsy4K+1/6eJe5DqRvd3qpN9BJJH/gIZInPR/bwIOfUxLBqZe1OfxJEnE+sY9iHmtUEvOR5Y1G7I4jGnLMT+UOE8FegmMPAQDu+6qCd5I78ThyNQZqLNuRTb8yLGUosZUigaTALLaSL057QeJ0yblIXZIhhL24hK3BzP27UNNfhuCdh52VdXtmoEI/nHGiO4UO1gioqwkFSToCWI0BFWme3zURL6/gAV5C/DcPZ/rAsVX3D2fkX9qsBWFW3HxrMKkbVDrPagHp0phwNVjr8ITW2hXB1WKo85Shnd2NcG2M4BD21ox75xyWgvOiOlA2s4OBGSsX/3fGK55TcQPv03XUc8O0mXk1G6vzVx2Gi4TnoDBLWDatmZkZ5vxfjSKq4ImGJwnYaqzEquCtOzkRNGHbVZDt8g/zAE0Fo1HR9lZmOZbh9zaDUdd8//+nlVoqfoqwmvrsOBCB2acWgKVk8FrJhTlulBX1/sY050pPJDjV1A8xYOwqqKgcR1EkwMR7RyMFELhFhjVrKQYq9OZCgKRNdr3kQ/B7UHw51EbU+lCzNPHbIHRiMYVz+P8xVdjY62AqtcfBQbQ3CwmKZg6aik2tzPyfzzynwKJ0KX/EKNm//79WLx4sb7xHscXG+MyaYpwQ7gB/oKpKdXwYUY6+Zc72nHvW3uggUPkwDrEqrfrizbZBAj5d4xxQo3IughOIuVwoGn/ici/KtENZ3nZctzZ4cPcdlpvJ9ZQsq7wTWh1V2Nt6JMeP9dRSAX6nFEDmg0GLC3mk23+Epg0aRKkWuqlHlVGo5k2p0kXKPzvLYs6ndspE/MQMdDjtHIZA2pNRAzE3BN8eG/hCTjpyLcxO+LW25HNK8+ElxE0uY0SfWUsXZRCe0KoqqTf1dBWC9+LL2LbtFuRw9+H1n0x4JH5wB/GAEx0LIFoXEJJ3IqZbScgRy1Bc9wLiaefKex6D4NF4pqaWYqgJBDOwQh1WIMx29hJvKe+/QC+/ruVOO1396PA5u8z8k/StRKCOAJrqTTc0X+mzQZelZmb4f+a/ANGOQyrKCEg9WB4508DflAFfONjnVTZWJQpunkzgh980GetqcLElhybH0XLy/fougwJiIpRN2o7IeEMMLsgM+PWw+qilUD/GS2+FR/pv+WD+7B0XA7+c8N8FLR83ukaksxEAjZkRoT8dygW5Fz4M3hOur7TfSOR/PHX/g6/eUIG2jqg1dph4Hj4eBUNRLlLb5dkgDOLrhVhVxEskybp1/Lws//C502fk7AYJO98XLeoTFfBJ7hQNOGPza0olgo7jSWybiWOP1zkv2TyIkTn35QUETNY09ZLdzHWO2amxjrLchkIiKMtMW/HZABC/UY4ZDpXG+0y/nMSjyNnToPRJEDjWTsoowNqvPv8DLN2Vi6jAgcT+zSbuE7k38CctCDie3E/3GY3/pZ5K657NYjo8690+8xLfjwX1/56EaYvoPtaU1MTPv74Yzz6yUHc+dJ2vLk9JZ720g1X4uZvkT7RNNtLZHOGOKENvEl3WBLIfYhh9YXAWTfi91fMxtNLJ+sdB5pzNuOkT29DxaEnATFV80+IbiQuQ+Pp9bAaU1HvocAqh2Ag+cT6WBF1TZghCf4RJ4idtZgNBYed/BM02njsLuPR4Oq8bqZH/hPjIRH5l4xOuMQI7WDSVgm89k3gk/v6PRbZI17x+3FXcxM6knbCsHwN+vkRLx4pc+CT+XTcj86zwaPTd4CPmVHZ3jsZrYs3osjzIU52vIFcIQCDYMeevEtwYMzFULXhW/sSa8e5Lhcm7tgJax3Vl8hWFHREBxb5dxkydPG36aE2aIkoSy/Y2xKBxtrTZkr5ePSUR5GjFUImJEoDHJkWfb7VSxK+XluD/d+8CV+ZPSoZFDix5BSYVA21qoq/r3wDzWEVSsiLjvdoJlBVWwghb0x3wpK36JF/JpypDFPaf6Ilp8bzsCh0YzKltVBOhyczE/Fmeg3b1DbkOi1oNmhYU0czlXZFl+u/jUIcEy0xPHzDabjxxM6157wpgs9meeDPnIUAyTQbhlZ/230arB1O2jowCXp9csrn97m/JlrzjquXUGy1Q9Q0FDR+goqqt7CPZXuNBOo7GlHQwTpQybFuav85nIpvjwYKzXQddac5Oyo3NWPD61UYS8RiAZwci8N/+734xZ6ncLL1oH5Pu7Z+7QkLf/sR3j4YQGbHPpS4/bB7ht+++6JgWAo4xo4di/vuu69bVsBxfPHgMrlQ5KDRugOsvcyIkP9oanHRIlF8vrceJPHIu/Kx5GTWjS63AZ5oLlpKfovPFvwKfJrBMRDy7w21YO3etxEy1HVLh9YUBa1/+jN9f/g5vDLpAQiF8R4/VxwzCyuWPIDacXfjJp8fl0yiBuKePbtx2RQDxmbymDRhAqQDB/XnFzGdhER0oitOnZiLg/JeuIK/xThiyJpSJQ69QgwhwpNWOKz+EbxO/ucWedDqLoMsmCG3tuJr730NopFuwuG9YTTVUYeAoZmKH/LMwsk25gChZprFkE7oWvdjTN2rmB2yYGH1BSiKjIcxqqD48L0oqfwxQrUpYjZQJIwFM2trI5N2hB4TvPkKjuRxOvlPV/zvCNQR7UUYJYC32dDcTMspCPLyGAFgsAipyD83QuS/Q3ElyT8JMPXWdupYkf+3TR78/KQzsWIWj6DYQ80/SZklLTuZt9qW1h6orbYRu+p7brXW1l6XJP83zZMhtR5B3b9T67aomLqn/Se6RVhcCFsS7SHp/TYMwFAJsmyBkJLWz71LVk9GCzVKT6tpGzHyH9aMsI1dAEvJtE737fCutbCHFYxqA35z7sMIHKDGT6VRgeZO1ecXj8/AqEmZeoqh5/LL6Hd78RVwmgY5NBEZ5lx864Q8fX4Rgbcl1gycHoni+wvGdyL/xKgZDPnvei16fI8jB1FPmZ6aS2C0p62XGaUIfPPryYcJVeSBIP3YNlbSQ1oHEtTYI3hzAY/QklMQDYngjSnyz/cwPxNp/26jDE6lZM9mMXaaZzanBzA5U6K0ZEkfS1UlpLq6HqPJBFeRDgwMJPV/Tim9bxuPpJyuRmEqapruQoFC12KbIZ7cAzLgRkf+UhwcfT5a2oeW6tm2P4bTD1yP6c2LYDLwEG2y3h9ckwxQRi1MXktCdImWBN8xD5Ma58Ou9S+a2Rd051kiMwpGRHsqExrA/S093IBV1SVozZ6ut8kdbvJPOmYs5k/AjPqTcYllS6/kPzFXEuRfNtrgQgMe3XM33vbtHbDavxTRcOr0y7Bg/HLEROrAYjxxWNA+ajae8LiwLZ9GK81WI+7Io+PRqvbdWaA2fgCPZah4wenUu3EYTXbEnKegrngZONat52hA9gTSBWZvOyV8ysybsWnWnZCEMv2xEJJBloGBRP6tDg8UXoWNCGz2Q/5JyYKqsNIMgxlLipfA10SvvTvXqqefk6APOavPIhH4zeZOpRw73mnGtZvuw4SWhXjzwNv6c741TyNOutAQ8t8aRohpHBFiRmv+6fVSWPbeQPDUuiP43Xv7eiSEibFO1jOzQtc6MxNn7AoSqBCbWIs5IZDM/vyodStyog9iqevv9P3GKAxmFY7MPDi6fJYBgh6V178D0QE5WvKvkFaIGmQh1epP/83KInKCYt/kn10TTlOQV5CPWQU8dldwWDuRQ7CPUpajRUe4HYu3rcP4/c+gvXFLt7T/AgeH+0+3wBpngT2m/k9QvasdB9a2ozR3ov54fIyOX2OGhJb2wP9j7zug5Ciurm+nyWFnNuegnLOQhAQiiAwmY4LBJtjYGGwwtrGNI84BMDY2mGRjkwwmJ5EkEYSEcs6b887OTk493f2f6qoJG7VJ3+ePn3vOnt2dnZ2Z7q6uqvveffeBqCOGs6eoyLVijuEwqhtex2L1DRTVZEp5P20YN/cGIjlpbR1Zi5Jf/epXWLRokX6RSbeA888/X1cRZGPlypX65JD9deONN/Z6TmNjI84++2x9UiGv8+1vfzsthUlh7dq1mD9/vj5ZTJw4EX//+9/7fZ77778fVVVV+kA77rjj9K4Gn0ZMdtEsyYGU4R6R/Y8z+so+nfEwJmvNSPpofWOq5l/KkWBNsDr1ZCRdsz7cmn9/pBtPvX83mmV2DAXT4ZOM2Mwl4Pce1NsWEWyvphuKAkvBgOTf7LbpdZ+cakfjJ2EEFPp4oH4HnrrIgh03WjEh1wWNfCZRhGynjcJ5kzDgAjK33IVJnQIWbmlGoKsGYJPSUNA0HiF7MUwy3QjFeB4OkwT17XZEaq5EwFGFeGcX4lkTsBJScLhzK5acX4Ocxk36YwYbK2UQ3Xq2lp7MrM1bw0c4pemPmN1KzbvKvXGIohkz6n2Y2BKAepRevkNtFojCtcUNdOUA5ikVaD8nhL+vEmDIN6TJvzecwL/e34qwtQrdrqmIaka0ZbX7Kiqi/gwpmEQTNLa5bY+ajgn5DycNafKfUoaSjCcpL/jfMPyr0ziYTCdhau2tuGVixoxxsMXamtVWavP2Wj3rORD83naozGhLVmJ6O6pExxGozMU5kCPQPsPZY6B6JbD8VqD6RIjsPHEqfb+8SK3eGm8o2LyrsWjzryDlHkzfK33vbZ5l2EXmOH5MZP9JDaTFO5eUe123bWv/rX/vrnBgadkJaNhFicURewMKzv4YHzR+oP9+8tXTcPpN09BqOwz/CbP1vs+WDj8ecX0Dv191O3570Ww4OjYB9y8GHjsLQvFsoGKpXu4zFvI/nMw/ccD3JaKQmTJDdPZuS7XF+zZ2F34A49wI+CxTzqMhm5hLJrperG+gx0Ik+edNOA/q62V49PYPobE6/seXnY23yuYjyTJI6ddiEkqboOAs6cdY2vU35M6d1Os99GyPtXcvd6mMBqvl1laoA9yPBGeddVa6XOj555/HzCL6WXe1+HUiRFCaY8OMohKYWP91iYuD53l97yJITrQWLEdjxWlo9Qy/rjwbuRJdExKxMkgCD5ODfh5JVhFiPbdTx6h0dELquAQn1F8ByxjJv2QwoJp7ClMOPgVTrBvR8PC7oWSTPLHNhe6cqdg188tQQ+HxJ/9RBQuUs3Bc4zlwtfceG31l/wRGMylBo/OFTVWwo2cdtodY5pEQpJRcaxCoMQHnL7kB58y7EksNrG6dmNGME7qZUkQI03uOlDQZUuU2ggHxIWr3L3mlDtdvvg/lu+/Xyb8xK/gxHo7qnYE4bvzXFjxeT183aS9HwFGNiJGHAyKe3ZFSihw98x+ePRfPTzsNb0/7Ml5PDG3vKstxaEz2DwM9Fz2M/LuK6GfJNnoma2x3KI6HP6jF+sMefX8vKBbkhcsQMB9CoUlFaOfbSPa064G0cEJBsCdD/slaqaTI/wiCmj96aQ/+uvYIdrf0H9eBnm68e7UF919qhajQOc3YV6qfNW5v2C3it48kURMI4aK5RQi/9wD8hzdAib6PJGu3HOVjaCdliqlWlVkwcAIUtv6pmghEfUddU4ck//EANJmHQswGmWqNgp4fomobqtVfyhOGV1UUlhTBaeTw/mkG/P30InSPoFxspJgdCaO0uxalbetR33WwX6u/kEPCfS4nOiT62eVUkCnL7T8Y9SJHEFDMko8XLMrFzvlNvRQdQ6E614I2Jx0TbXq54qcXI54JX3755V5fL730Eh544AE98n788b2lz0fDunXrcNNNN2HDhg14++239UF82mmn9cu43XDDDTo5SH2Rmr4UyOacEH9Sb7x+/Xr84x//0In9j370o15tCslzTjrpJGzfvh3f/OY3cf3112P1ampER/DMM8/gtttuw49//GNs3boVc+bMwemnn47OzvF3Fv/fxlQ37Xe5n7mkwt8IkJr0cYTaxzG5WkygJkbNOAhSbv9ijghrgm6SjHFfL/I/nJr/FNJZZdGAG6cvxZeK8rAp0oziu36Gmp9fgm0V0pDk38SchYnZ3Vdel7Azmo94QoYrUqc/fsBvgKWsAspb/4Dw9F8QZsZl79V1Y+7P3tYXsGwQ1/Wyarpp7WnNZLWHQsjjRuARARPb6SJZmG8Gz3PILaCZqpjRhc6GVnz/uO/DITnQ8ig1bVy/4x3MXeqCo2EzPS/HLciYG5nYBi67jpv9rC80eisfFZItswFVio/m394fqcVkd0sIy1e1YdWKNr2TRCkLwmWTf9Lmzyj7UV91BnbMuRlNRyK6XFd/nsHQT/ZfZi8DWGb+cICei3HrO83QntyPVtMLcATroWR5CWSXKvxPGf4RMqLJcUyOmzFVrsYkwyA1wS1bgH+ci79K96Aoy5AoJxZEcBCjmqi/B9V1r6Co9S1wZVNhm3um/rjMyirC1XOBpV+nsusUJp0KnPoTYNKqdCeIFPlPahJtFzoEpEQA9lAzjFYO1/59E2b9ZDW8tupe97bBuR8Ltv4OLt8Hx4z8Ew54bdCIGZw9vVEiwQjvNlpjaZ09B62HfHrrzLgSQat2H3hjDDetuQk/+PAHuHb1tVj25DJ8afWX8ELz63B+jvYZKnpzG86avBCnTi8E/GzD4ChF20nfxZsnfxPrjeK4kn/ye9+A49NP/xNvvP8WXph1LyJn7YPFmTUuVQVSMoEPa56DtKJbJ1XDRfb4N0j02h/w0Ot9jmkRvmf7PGQ//SwuAw3+W0UJSd4AP2vrmALJil22sByzi4zoLm2E7cIECr53e6/1Xs8AW/J6ZXfFwkKoPActkUB9XW+VGum+8NxvNuO1+/bg3HPP1R8jrxdqr0eB3agbFO5s9kONRHDZmn/gkdCHSGqMlERi+hpECEePuRotIp1bfFlmmyNB8i0aRJrb06Rn/m1iHnZPvw77pl6DUHd3r+ufCIeh8HQMmBwZdcloIFocKMyrRX3VOjx5QgiRLH+HoyGbBKQ+D4EaHH/Zf6pTlKAoKGkRjpr5J6qOSz9vx7LI0zDNpGV5bfGUkkM7aoY0KdNxWcarcGpsvcgiDGNFd7Qby3erWHGYjpseomwxsy01L+K0ssHnRY5J48lxiEYLDNaMMvDjnLEHKEgwkMDIKzBwHBSmpum2heC2l+Ebb9IxMpzMv+SQkJt/AaLJJXhHXTKkfLpJy8dTCeof1Wrpgifqgbed3t+uIqa4YUbP04xGVKxfjzd//zB+/to+PPJhHfLK6efMD5ciYgziuII63TeDSDacIqlZJ9WR9NhsLPO/t2kT/rnmt1CcnhF3negMDmCe2tOGk6tFLJpshBp7AivX3YzJBQMTRxI8LOnhUdUJuD+Mw39wIzybXkWypxXusomwoRMx01s4YNyEnUYLvvdqLWq7epfKGXgRc4/QY4qFjazkaXjtHsm1SCUo0jX/JNEjc+nMv2Ria3aqdFIben31RzKZf4vdjrjKo7zlEly+/U4Y6gdvEThWHLGfDI4FjojPQN/Mf8wq4qEcJ7YUBRAzcahbuDz994ifqS8iXhxnZvtllwqvjU/vFYdD/qvyrOg00+OPhqNIptq3fgoxYsM/kp3PBlk48/PzcfLJJ+MPfxiGo0IW3nyzd20xIe0kc79lyxaccMIJ6cfJZNE3G5jCW2+9pZuyvfPOO7pceO7cubjrrrvw3e9+Fz/5yU90MkGCE9XV1enPN23aNHz44Ye45557dIJPcPfdd+tBhi996Uv67+R/XnvtNTz66KO444478GlB4O23cdzzH2OfRUOoIg5c8SxQMHXAiORYoPSp+bx2Rg6e35TZ5KUy/0T2b4tTwm9M+CCMUPav/02ygJj5klYvoiRgQv5M7AnU4rDvMFZVrkJn2IJVW+9Dm+Mw8s/PTy9sZLJMTZhEjsYrUaiCGQu/diuufukgHuaMmJ1Pbn4RrSjEDEXGLetuRWekE9/HPXrsLMypuosxkef3RUlJEQ7XnI8oyVrLUdqffQgku73EvQUqT7MgP76YejLYXYwoGN3wNbZiRf4sfHTFR5jy0ynoQY/uSxA9eJAeU3Gx7r5N4A35AKOzt3Rb/5lt5FLkX1BhMFqwr+J03fG9pGzofqgDIXVOiQrXRLI1ZP5cfite26kC2jYYckX4A/Qz9IQTMCshJNlm22gxpDP/5D4fyNF5kvkIHJuewN6ulmOS+TdoG+ETm2ELq+QD9dqIZi9C/xOyf3L8RckozGRQCzYogzlUk/ruuvehGZxQQnaWMwdyEqH05q8vokV2PHjS26iIJ3FScgJ4oxmOJZegNdYDp9iDL59+L1A8MBmJt7SCZ2aBYqIVrp79MLk7qBRUHGRTQFqQsY8vmC3o8cl6YMIZz9pcShJsVg3OQD1ktvAeC/LPsyzMcmNp+rrt8uxCYQPdaE1Yegb2baNGn55EHep+txdFlxch9+Rc3YQqhWKxDAbeAP5zZxCNOUJr1sD7yCPIvf56IMDUb44SbO3cijs+uAMWZSrOT3xuQPI/nCDWQAEC8lj2nLi48zl0m/biSZsdxjIFQnZ2P9KNkjWv48E3jVCK/wG8es2wz1k2MTeQnbee1KTv2/Ovf6Hp2dXQFv8IklGA0+hBT6IEJnJvSjTIl8vcmwmmFTvwm4tnI77+fSzUioDkIXycjPUKjFDyz9YiFpDmJQnBHAOc3jh273oPNRMXpp9PNrYddQHwAofiouL04yTQuLDKhdd3tevS/3lGC/zPPw9F5BFfQevFvdFY+hzyBh5RYwIusjEeRTtEAjmiEN09JDkOSeBgt7jQWVAOTYtCqV/f6xjlYAQGns4rJ9aQDuyjh0nkEeOM2LMwinesRixgXgLDQeo+IyuBLdSCzoJF+u/JYyD7T5mqcsQEUV8ghq75J8g7cbH+FW75EHjnE7RG2klfYN3oVA8OWVmgaABoqb7gakI/ttzuXdirjl+So7t+HaY2a6j0S2gkp0ri8Em7F9P3voiAOTFkWzxOS92fSYhGM4wGAXHSBQMC4W1jRmr+N3Aq8kUJMvOV6LGEMMtSkX7ecDL/kl1CFCo48Po4IS07TSwQ2BfBpIh2uEG6xbWZfYglY+hpY+SftUtNk3+TCVN37ARnMAOlVVhzoBPfO2GS/rfcSAl4lUdIyqhS800a1AQ9ObzI6Qkbsr9v66nXvy4W+hvyDYREliKJKAn6QvbTvYg3ycMcMYLXYpD6KKmy4WU0yhGJ4emnn04/Xj1zEez7/o2z3nwJCRFov8qEpzY149JFmfNPkCOosEcVJAyk6wzL3pPAVipxMwSyFc6pgHYs3AVSFdo381/pfx2mjiSaK3xDZv5VsgfKp+SfNxjASWa9K8touomMBG9bL8S5OQegcQI0qbVfzX84rILsZg8Wr8Pb4VU43pbZl0UC8Qz5Z4G0jjJ6baP1weFn/vOseLXaiC7H6agInYHkC0ew4jKqlP60gR9N9Db7i0SdSNbuySefRHFxZvEdDVIXJ7sPMsETTzyBvLw8zJw5E9/73vd6ZSM+/vhjzJo1q1edMCH0ZLFKmbWR55x6au+JgTyHPJ7agJGAQ/ZzSESP/J56Tl+QSZO8R/bX/wUkDh+GZc1mfEc6G/eedC8w+TQgp+LoPehHCOOcBdg6gcODZ/I49M87ceo1n+tH5lM1/85oKvPvBz8C2X9qcvjuRQ9iRf6X0NVIN5GTcugCcsR3RP/e7UuAJ44DnIJ8S376c/R9TWOCXsNyxzZYzIex88ARLCymi1zUPQ2v1r6qE/98cz4uuuoEuK6ZgI9MScwocQ5IWOPGGBorViHqmIzIC9886jlTvDQ7pAq2tIxQP043/ZyHCqehfQ41GiSYPZv2aq3Om4l9a7bphorG6irUdtNxv6t99yCZfzYJsvpgldcgGUxoL1qs1xw6Rx4TzNT8Z+8Jcifg9Pdq8cSvk7D8qSMr8y/DlIwiyfqukhJiDzMyHCzIN2/FdLQJYTQx48LxJv8nOw5DYusaJ2Su5UCmf8ea/BPUtO9BISM/65s2DNy2kZSSCEZokQC4rA1NTjyEUEzuleFIISwkUVvMwVukIqZJUGNhuE68BtvMYfTsewA5kQGyacRky1uLhLcT0/b9AxW1T8McWId5O/6EQu3doetAFRlB20LUV5wOOeFOZ4OTEX+mxzrHYUEeVZsUJI4d+SdlNTkqDztvoJmEkIySaDkmddHx7py7QL/XHHkmBNACTdbQ9ngb7ph6By6bchl+eNyP8M29f8bnPvg2vlh9PR5v5fHg7PMRdeXDcQ5zQU6Rf2cp7CzbRjwbmgLJXvMW2bSOtOY/e7Hue37Mcg/UOIfz16uoWZNRWOkQjSDxQFvcDC3EjUgem73WkiwigSCZdZOtgKcNUXN+up7XaKDjoNjbinNa3hy0LZvHH8fc5lMwqWuBbubZL/O/6qfAVz4AZmQSDVoxfZ/Gg1TdlALJ/pFAByGWzpRigJHVVN3/5novFLY+B40qlJQUN9Gb/HM2eq8nByktOOq5YtlcTZJ1cpTvZptXzghT0zuZz2yzYVlxZuM6q2gGxgKTQYRXLkdOYAosCQciyf5qpaPO2zyPiqZ3aZaVjK9QctzJf0pOTEiFlmXWNZjsPxslNpb5D7VlCP9R1IocI8C8kkB+y/uYs+sBeLq3YLzQXf++3h2opG09moJbUbO4CF0yh6LOTcj17gC4xKBZco4FmDhOhmi0Yk55DpKs7rsnNg6Z/yh9LQlJFFtdtNe8pmJ+2QzMdU1JB4qHk/kvjBGPDmZOqck6+R8MMVnFE9NOwzW3iXhqpQCjYMyS/Vt6yf5Tjv9iSxMWV7lBhsebdZ0wSAp4TcKsWCVEwpoZiq08bOweszqpV0D2+jtcNWA8qysAMd7sCzVI1b5l3iSMXkr8+Cyi2RdBVg6Vqyh4p/Z9mKrno3D+KtTMXAyFRXJIO8AWlZL+vm7/JVIyXfOfhAGQLMNrDd1nH5Qi/75Il+6nlK75Z5n/KUo9ijo3w56M6f83UEkjwdaDr2LR5l+jvHmN3tGGM1pRWU8/XwFTcRwLePxbcHDSpdg+52YUumv6Zf4jEXrdojwHG2IIsvubGBRGmRokEO3BEgsNMu2uoufeXxcd9hxWmWtFyCqhzUWP9zO3/0FAJrbhOCgOBySQQOT4pHSAkPwUrrjiCt3AZ82aNTrx/+c//9nL3IcEHvoahKV+T0mJB3sOGQxkkiPEg9wIAz0n9RoD+RU4nc70V3k57Qf93w6plErR1bbhSdFHi4KfP4KGH12Fd+fy2K02QJDEfqQptQhYWObfUebWI43Dlf2nsgURlsmOh+kEMMFCCeThunf1dlFdIVZnbAzCKlkHJf+S3r4MyInYcLnxJRw40oj5jPwbJyyB+u2f4+aXFdxQcL7e0mtPe0CP0s8oHThCm1dG21Epgh1m+eh1mMkdq6FyPDje0qsUweain7Nq/gJc8t2McRcJepkNVtx09m/wSe1EqLyoey1UraHkXyZR7YFq/tOBAFbqwIv68aSk3sXc0SOkg5GElVU5WP92Ed7dnq8TU5HnIYGDuTaOcIguHCQjaItrkFnmPxIPpeeRwQKId+W+jVeu7cYPqTBn3GX/MbUUPUXl+OUFRmyqrvxfJ/8JkgVS6TE+tfspXT7ZD6SdV9EscLyGx744Az++ko5VSVVgScQQHGBjE4iE4A4XIyfmQhwGcPEgNE3FebUf4gZvN4JvvQH4GvXOE2k8dTlw3zzEGz5BcccncPg/QCxCA3YlZIwNSf4T8DkXo7bmPMRjTv3aE8hhf6/zF1WcaCw7BR7b9GNG/nVDCvLemoJkTMOL927Dy/fuQETK1YOOUkUF5p9eiavuWgrZ1APzhMVwnXQdEJiEO5fciUunXgIT60bS1hjAExsb8GLNcnTe93dIqaBVoIXeRo5SOHZTtYBT8KCTbVxGK/tfYrHgk0mTcaHDOeD5sSo+LO3icXztyTCs7ZOVE4wQeA2fLPw+dk39ATxNw9tY9iViMZgQ0MwQjGa0hFrw8cF3MuQ/34zKvAbIySewYP9mLG7fign5tn6Gf2TD1pEsxZKm83DujlPQfd+f+pN/EtQifgmmTCDYUUlbVwbqD0HJqvUm0nASrCGwGTJJAxJoXFRFf9/S0IOkj463kJHUCr+BGul1fd5JrUFuLgo7a81mCg9PctsXEZbNVU0x3aulPI+WL5GMqZzV/YYcYxXXkzZnJQaSY4HRYMCR4OeQV387FtZOQjwwfMOw1Dgycxx4TYWBBcAt13/9mGb+i/tMTQPJ/gkObGzHSw/uxCdv+XUVUUgOIWBxDcv0j2eyfyTj6GZERxrHecWjhOGIaLBEu9DCx1E1IQcmCyUsBpkoZLhBCRbHVHcg5N9kwdzyHHBsvp8XGXtddYoYSZqMYmYMK6oxPMDl4uY3foFfr7IMm/znGC0QSfs3UoIrvIF4cnBC5JLbcYPwUjqXJPEGzFpZhokLC5BT2Fv2nyL/clsbPj+H7pV+//YhuPLoXPmDyCyUdTNTamIGWyniT1fOQ/GknLQRGwmiOixuzKg4DmpweGuxxSjgwS8swANXLcBli/rv2zUWVPLERXSXnYGPFt6KqLt3tr7XuWIktbLYgpKv56HsK6fDccpXIM65FOpltENJ1Aj8IkY3L450DT4F2Xulav4DhhLgB21A4YzRk//cGp38OwL1yLHGYbTQx5MFdG19JzFvyGufK3lhDzXBFO8hLwrBaEOOyjqjyGPzJxkUyTgS4Y3ptplxOdqP/KvMiZnEoW7a8h9c8vy9escdnfjrf9JgS4ZRZTCQ5jt4v5qe50hTbAQ1/1b93pQF+j+fkf8+eOSRR3SCTi4I+SI/P/zww2P6IKT2f/fu3b1kMwRf/vKX9Sw9ITpXXnklHn/8cbzwwgs4coRmdf+3QAIRZDClvppYC7j/dkhlZb2dk4m5yPu/B168aVzfh5gsJUKURG3toM6+fTP/ZBFo+EMDtHp6w5d/48u9X+Mosn+izqBtk+hmjfR7JpiYRyfOBsiQPfsRJRo0Muk66HAfNPPP5JK2uB0xKQa58wDsRg7hhIb2QgOm7o9gxR4N50y7SH/e7la6IZpZMrAjaH4FO9eSHaqXyomHguIhz+FQxX+E7TkaHtvUoD9ud9PzE2Yut9mZfweTyPJKDAIUmOfMgT3YhNyuTxDN6QHc1UDhLCqVTIEFAjiOvq5Ty9GDIjyTKZKzMtKgXmqzkG83QIxXoM75bbxy/y5YzfRc5wpiOvPviyQwz18DhZVB9AQym7jBMv9HamOQPRfAwy0+Jpl/T+wGLK7/DhwfCkAVdUQejPwfa8M/gqQg6uaDBIIqIcA25f1QMk9P6jRZurCvgsPub5yBO0/4KhKClN4AZkPe3IxLd96Bafu/jSiMkLQEtGQCCSM9pgOfPArcOwuoXdNvvERZq7aYgcOrE0+He64P9pzE0ORfkBAzMzNFmzWd+U8Ee3qdv2DEgcMTL0SHc8ExI/+pDXeSZB6Z7DgaUbF98XegnXhOOlNNvpO5yTzpODgWX4AtzRkymFtCScoHm9t0BUuZy4xVCzL+BYEtjahdnY9EWIKdZVFlQYY3zg9I/sk4TtVCD0X+f1NcAgvP4+csONY3aOBQA5gRNuLIhAtQW0xL2dIQjXqAKNUFROljxDfczP+t6m2YHX8EPfmLdQWUNaYhks78W1CUG4TCf6j7Owzk9k/a7836yVt4oZluICU5Co4X0uSfbOSze1Vno/KLN+LuK6x4c4aMfV7m+M5A3pvAxGfIKplrphXb9U3+mttXQg3SMRwxAeXup1Cl/Q2JZCbzbxaNyGXqDFtodERXVdk1JkW15JpYbdCYyVYiq7ZYr/nvocFgXovrteNjATlv+xSauLjwYx5TuwyjyvwTTK1/Hud9cy4KFk0dd/KfGne6i3gf8j9Y5r+j1ofmbR7YHn0azhh9TuviLwFXPkfNNIeAwMi/qsURlOjPhsT4rRvdSkzP/BP4JQtyrQad/HvcM+B3LYDBbB00uMelOqAkVXAOqmoQ2Ger6B6Pmn/W+12VcQR0ruFJMoERW58sDkv2T+5Hm8OV3hsQA8bszHlfTNTqcYvh2fTvFsmMxedU4/TrZ6bl5yny71UUxIi/jqbhFHtmDXndS69VV9k1veafcrcVC+YV4cJvzcdp19E9HplHJxTNwlfP/CUswUzQfigQM87TZxThjJkDlxjyMeor0Z2QwFkrELdNhDSDtpAbCLKL7q0Ko/S6mYpegebag5g3hGgL3fdFDcSQ0DRg5t8sWODftBYnfPAtlIK2CBwusmX/qbmz2FqOR2q+iCcLO3HWzTNhY2WjnUKO3slD6K4fco01TbbgkQs0/OdsnhowmmzpVqI5qY4v4422nZgX+iiL/Pdv9aeyMh5ztAoovACyc4XelSRV788bNPQkZdzc0oz9i2ajzkrPR6x5+OTfaZFQwZsxif1PIvYZ+U+DGOmRln7EXOfZZ5/Vv8jPt956ay+TvZHg61//Ol599VU9u1/GyOlgIC78BIcPH06Thew2YQSp31NEYrDnkMWNRP5JSYEgCAM+ZzAyQiYd8v/ZX/+XMv+JtjZc/cpVuH/PY8CaXwDb/wUEB1Y5jAYtRzbijY+OYFKLhmXP7EPr44/0I02prMu+pk3wqU3IYZu44ZJ/AhIdDLNMNpHxEhTZy2DVOCQ5Dg1174Fnm4ZLp54wJPnPNUeQ59kJSe5BSJSRF6Vmf1vaVew++IZ+s8RdVtgLS/H2Y3tQfjACh8phZunA5L+0pDTdqsjXffRsTDIYA68pMJib8TZiiDOZZCrzH+yOIkrq+yOxNPl3MmfsgBbBlG1b4brsUhR2bcWMff+At6wWWHkH8NUPgQVZdb7sfFXXPo+52/8IzhyGyIsQ2AJv4DImKcNFarOgqBwaKk5D3DwJjfv8yBGohK5mkhWHo/Se9YZl/MrxhbTBVLcvY6o52P1W0DMRi5rPhF9beEzIv5pSQbhLYLE7h535PxaGfwRJu1uXqxIImjRwu7+s1paCyBa2U5ahoWI6ZEFMSz+zYTxCN39CIom3lIUQSbYpmYCUtwofLbkLdage1CAyFNHgyZ0Jn30SuvPn42XXg3hP+dbQhn+iEZ359L5WCgvSJsZxRv5T569NoO/hdYjHjPyLzBAzEfHCbDOg4YT3obgjiMOE9ViJ3e+3pCXxZIOa9FJ/iWZf5l5wM/K/bz8lbF9cVqWbexIQQ7quDREkAhLqv/V7mNvoxiHBq+hhrtGpLOdI5KpkvMX7BAh6nR9FhgMhJEmbRp1Q9tmwkC45PJ9+fCSy/2wiprEuEVajgK5IF2wx9Mr8cyZb2kWIZAr7BhBTbv8SOxYpGQFP2t6x90hnf7uPAB/cDWzJdOSxzZ4D8/Jl6LFz2NDWe4NM3pu+rhVVkgHFoqiTVZFt8onvQIyR7ZCJg0NV0RNVe40/yUjem523EQRHsuGObsDU/f+CKNXqv09yT4LEsrmx5sw1JsfZ1kHvV1VLYA8r0xot9HZn7NoS9dcCZ0Y5Odx5m2T+D9dcgMNV5yHYHdOJ2niTf5kpkUjmvzaZN6zMv8XJvDEMNuREnBA5EV4S0J60Sm9vORR4pjQgZRjBqfOwdsXdmDb1axgvfDekoDSkoit3NtxiHiK+OAzuHOyYeRUOTrkWZkvR4OSfGKWScaEZIZltiCSSmNn5Byzd8EPkxig5GwsCLMhK1GMqJ8ATaIVAjASZWiJAevEOI/NP9mhmhzMdOOShDZn5L+N64N1lx/efVjD3iAaJ+NL0Qbbbv8fIusc0N+K65XTtmT23SG+pSgKtwWgQthm2XkGDbOhu/yxIzmKtY4aUoPfmc9U2GFite8YxfwDk03GYq/Dwv0nPr7H4Pzhw2UXovPNHadk/VBNEnoOpD4H2ajZINSdCVGLgRthpaaDMPwcD4u75OJK7AvZyugcl2GyYpnfyaDbQaztQ3T8JJuTZ56DTfib2lNEkiGRxQORYh4VjZfYf6UaHk0NcYuQ/2TvzT+a4FPlXBB5hWyki5gKooRByS624+pfLYJrWiZim4d1QCFuX0tJfBxxQmepuOOSfYJrZiVN2pDL/x87j4P8c+f/rX/+Khx56SJe9n3feefoX+flvf/sb/vKXv4zotcjmgBB/ksl/7733dFO+o4G49WfLg5cuXYpdu3b1cuUnnQPIwjV9+vT0c959991er0OeQx5PTSALFizo9RySjSG/p57zaYGYn0/reFQVTXXbsc27B8ibMr4t/zQNscu+hAeefQoLDqs4c4uKrtWv9yNNqcn8lU8ewe7AG2lZ2EhIlk7+WeafuHQTkGjlBIkSuMNtmxBy0YCRraJmSPI/vciP2bsfhBjbAb+o4sVWN85/OoL74oXgj9AWQ44ZtM7+yNYuTIsLsEsCKt39FyUCl8MBjW0oGyHjpe2UTAwGhZUt7DFFwBs69UyC/rndRsw4oRTlR15D7cWX4hePvqc/TtpSFrho1qDb3w7eaISQRzdVokqiloPUZ532c/zacAv2OHOwjdRQOuj7SC56XiJmCyLx0ZF/ief1zE4Kso1KDoumOrFX2Kv/XOgwYkGWWqKzOxN0Gkz2P6GNEeEu8zGR/WuMtUyzVqMwFPlfl/0nzXYIbMMlKhIC2WUbWVCL5yIRFLB0YwxnbZuI3627B2ctCuPbp09Brq1/BrBSojJHWRWwXZsIA2nxRzYcgh1xkxuayjZmqfcjxJ75DRDhxs5ZX0V36XUQzfVIaDbUqgWAeWgpYI2NSrZdZhrYsRBzqyhr55WSvxfScbLHfuzIf2pYKqqMiBzBf5r+jcdr7oK1SEA0kMC6Jw/gga+vhSKr+twkM/LfFsqMZ3cJ3YhKYQVWg4BLs2SjnMCj4s4rYSy1Q+nxIXDve5jUrOkSxDALEPTN/A9H+k/OxRZ2f73KTDOzz088SLNLHaDzEFEA9cXKhJxWkqjJ4at6sjNvKtvIWwwiuqJdsMSAwo5NmD7LjMIqB1RzETRM1gNEiujUHbz7yv4JJEYexD7kP53pIR4T7/4U2PxYr/8/rpjO44ORfz6g4OXqarw7YSKW/+d5dN33Jz1YSvYZkW5K/sMmAdzJf8fXVxt7ERHJZIXV+x8s3vQLmJT9GA3MsVqUtH+M1khmnudYAC8e6339N3k6YOv5CzziM7Cw8qfRguxfkmqG/GsjuHdS46gtmUR8wfGIGPPg/3gzuh/7u07IU5nRdDedMcCWK8G++8+YufcRvJygHYeOZvhntrO2pJIdpd0XYvNVm7GsdNmw3k/278K87ffCEFqDbnsSKskqsszieMAV8oOL82isOBWL+FK9nMbgdCJkYvO2wTTovd1gtoEPNaAlFtDngo11XuSZQzDHvLBwyUHLBYaLVdML8fPzZ6I40YL9LVvwy/euwz1Vt+FMpU7XPAVYoPBomX+d/FsJ+af3Lvk+lChQS8YR90qYW6chN8zr9f7+rmja76Evie8Q6HyfqK/Hd8+Yin9/ZSluuWYOzrtlLiYszcVHsz5C1berYCgw6P/30PtHcNsz29HkjWQCXyz4rKU7KAyNrmAc33h6G6bc+QbuX3O4/zEkolBUDe0WARIz4Es55g8EU14eDsRjOBKPo+mZNii+ueA4FS1cD5JmAV0O4MM5HK4S3oXNRNpX9v6cRlGAzFroucJ1wBOXAjueGTX5d+z7NzZX/w17zu/SA6ApxC2UBBeVDb7Gkvm+xLQIxzWei9zgBP0xg8WOD7x0HusMjU2lNCgiHnRZRZAiUYKEHOsn+9eYH5As0DFLDA2Jlwspm7K7TZAFulcTbG5EOTvOqDoDM0wzRhzAFCcth6DQ9/hM9t9nsC1cmHHbTYGQ52wJynCl/qSen5gFkgtN6uvJV2riIdJ+4txPzPjq6+v11oJXX3213gkgZXZGWgMSkv+FL3wBO3bs0Nv33XnnnfprpzZYN954I2pra/Gd73wH+/fv14MU//73v3W1QgqkzR8JapBWgfv27cNXv/pVfRFKuf9/WkAyQFIJJYwFPg0HvQehpVq7tfZuozRqEGd7mQNZA7sczPDE09Ev89+WbEP1D6pxwxmV+P6OnWj93vdHLK8m4yYt+2eZf4IrSk7EDz1ezPS2IMz6wtpyLfpGMDW++pJ/0UUJCJHydYk8ooIVLx1Iwu+uwZRuRsSnzdTbfxCCQHDmwlK9Hd9AIPWoCRZl9XNmfHiAmYENAnMhj9YKOzaZw8g174eLkX/SwWDlFVNQEduh12U2HGrSj4OUPUyuoQGuju4WfXLjLRZ9cVc5EVrPIJvAsgX4kFuAP54Xx/1fSaDVTRfSbpG5eXMJxPp0azgaUueUtBXKRshOa+VywkCAo5Pv8dNlmKseQnDpQSy/dBLa26mJ31CZf44RGpUY4hyDzL/CFp3j9u9CTVvzkOZT/yPkXwAmH3oWyz/6Lg7nfjho5j/qnIAWvxuzD89CRexmXL7tDpx0aCOuzY+j0NE/YCZH2MKpypB72mAgtYaKDIXJk6EIvTP/WQqAeCoKrsnIwQH9xyCRMrKa0gERD4GPsfvNYMIJk/OxtCY3fW+nzx/Pum4YneBE4zGS/dPlLqnKeLfxXSRjEUzTHLj0tiXpuvGK6W4IEq+TEdKuiaAzmimDIVkGgjyFw6ULy/Ta7jQEEdJ5P0blS2tgWbIEWiKJM7cy6b8IcJJpVOSf/J20PiJoZNLg7POjsA3ZS5ZUaU//DUsBxLRp12gz//80/QYHpzyIM6sFXfZPMv/EA+L4c0uRW2pDaPpNMKu3Yt/UL8CkyHpXj16vxcpGCnp269/FZBS81dI/859y+4+k2rqRISdj8fYovrLFjTmu3pntnCKLfv2svg6IbP5x+f3w/OUvqL/oYvzlPxvw0oeU0Ecshdj4qAmXnPy33pl/kwW81gVbuBU2ZXQbXNlkQcQIhNhYJuBYizmF3NAM5Di9BWY8ftoe/HvpfliIwdcYQMZSjXIoTf5jIf+I5219fOXQwPHhrV3Y88ib4JLJ9AZ8XAyNBRVPz23GA6c14mBNYliyf6LQIUgY7OADMgRCkrx1wPYngYNvDfl23WoIH4S2Y3d5J54po58/mdXOcEzQNKgBZhCZaqlmFPTApsLKB70JadB7+5nyQgQqN6DA9G8YJRFGgUeziY5dwSIO6cY+HBA14lVLKmGPtuNCpxM3F+SjskNDjqroZn8hxTjszL/RbsfsXX/Fko0/gSO6AZMK7UOSf5W1U1QkER89ewj/+uHH2PtR64Dkv5Xdr4T8k/aYi6vddD+1+gcwPXEJ3EE6v1bPy4HJ40Hbi40oWtuNzRta+2X+9SjrMNDojeCl7a26ceHaA/1bed9/sADSXUG0a3bdKJqA8w1uLulyu3FpfT2+0tyk157nRy6HHJiB714r4Ipvcth+ZRinFXmhgod9AAWBUeQhu5LYPv0LaDIuBg6tBjr3jJr8f9y0Di+8144HHsrDM3dlG5bT5xbaTUOSfwPr6FPsYWVQNjuCkQaUEQPA6NhUSoMi7EGElafon1SJ91KI6ORf0XD4x4ex3H9i+r6L+jLzktbRga/n5mHZ1CU42GDBzEMluNF1cvrvw838XzDn6gz5H0A9+f8t+Sckm2T/+4Jk/klN/khAXodckJUrV+oZv9TXM888k76xSQs/QvCnTp2Kb33rW7jooovwyiuvpF+DyPVJyQD5TrL0xAyQBAh+9rOfpZ9DFAWkbR/J9s+ZM0dv+Uc8ClJt/gguu+wy/P73v9dLF0i7QKIwIK0I+5oAfhqgS/8FAa4Ij554DzoLWCuLVlqbP1ZoET94FoX1OOmG1BXl05MNua56b2W1B86aHLjtTghkc92HRA9b9s+ylLFoZkNx9oyrcGkwhNLWvfDk1qPL2YCP/Gv1AFWqxjZ7ciEQ3G6dONsjEjoFAY4emqk+znkcVslURmSaNjXtLEraS/3g/KGNWVSWBeiCC37P0CaLxSdo+GT5dCxrvhkruuakM/8pWIqoKQ68HjR56eJcXkTVMieIMg7dc68e3GkvW4K1J/4RFdtPAY6sAe6bDzzd+95MJFVM91dhdmQJJI6ehyYjW4gbPqGuKiNAarPgMJCuCpkFLmyjdXjOCBCW6KauPdyOOc9uwlm/+yNKNz/Uy1RzsMy/wtqMpeT5x0r2T+SNUta4+N/K/BOeKiXDMMghSMnk4ORf4XBX5Gp0u+k4NKg2FP35BYTWrh3w+TLzARCjnUg+8WXdlZxT5XTrLU7N6hWsf2cLpmRBjC0XCmQsPkIzqVYWjR8U/ibEmugGq4CL4vFrF+ORLy5Kn8M0+WKtowQyb/DCMSH/3txyfByqw+F4K16rew2TWzR8/w/NaL/687jke4uw5PyadFsfPfPva9PNEOMqh64QC5pYRBDHAAM4XDadBlH7QrBZkXMBdaqf70vgxg4LhLgGwZozYvKfmq+sbjY+q/pv2i15FcDnnwLHat75VCAnCweKz4AmMNnkKN3+S2MHYWhYpyseusKdeHY5j7YLl0FwU7LuzKUEjhh5GpMKvMzcsa/s38pqX0nmn7MMQP5ZKRPJBqUhCEj+8j6c8lYnbiy5pNfrlk9148ofLsD0TQ/ov9/W2oLXJ06AfdWpMC5chLu39uD+skW48SYBa+bQ9yb1/tnjjziup0r2OXl0Y2/D56/DD780C2umZIITxp57cdLar8OayKgJyPUX5TCixKyDXL9xyPwLYTqHapyEf+/457D/N5tkyix5E3BUo6l0JZRwOC39Hw/yT8bywUIJWybx8DPjzKPJ/s12lgmUbBBSQY3GDcCLXwU29t+HZqPOIOG3hWG8uIxHlJnNGlj7s7FCjvlxX7EVm64NooUFFUl22CwJUGW6fmw5NPi9nXS0Y67zJdxUsRFGk0knvrXmxXrphZZbM2bynwJRyJ1jd+C6hB3lXRqmsEBsGOZhZ/6NNptuaki+XFktWgdCneKGkW0dLiz6PLzMHd5VlLm+2fuuNTyHCavfRPHP7+r9Qs2bED2yDVParRAUDQ90uiB/7Sa44gm9pLMjHO+X+R8u+Y/LmeCot0+AMjXWyapmTe1HiRFmzuCt/nJycnRa3ZpMoqamBlWFeYi1Xo4a6zx9XzspIeP0SBQ/uHg5nruxv2qFrMHrF8bhLViCDvusTKu/Udb8rws3wLXfoXc1SWSRV5EprmyGAj0QPdAYI/O9kXnjzD6UTO+xe+KtmHz4OcA3Mk+C4SIZ8sDso+OCBHNMFtrNIYXUPL1CkLEiukP/WeNF8JGobgq6/vnDsNQG8bW8PNyICC4UPsA1zT9BWfeHIyb/79QFISYCeglwaU1m3H7aII7W8O+tt97CkiW07djGjRvR2Niok26SQU/h7rvvHvJ1jmYqRhz0161bd9TPU1lZiddff33I55AAw7ZtQ2e2SQkC+fq0o/TuP4C32dD+6sWA/wgOWJ0oTGX+yTUZY9s/1ZfJnEScpKTgYyjeHsSZY2zqRg4oAVT2zESZ+4vYPnsfTnGER0X+mxo8ONK2C+edkrUpzJsESFZwchi7y3+L7aXAMssfhnzN+PxT8O6J+eDFbvyi61ZEKutwX7uA6VOnIvEaHV/GqVMRYOSfuPEP1s4qhVlzPEi++wDirTF0MlO1QZEII6nQqHqUV+DOIv+JWBKxvAmIG+vgigWxsa4bFbkW5OcUAX6gXI2g+yDNoEsGSqTcQi7VOnuP0PYxBCTwsfXvWJ7cC0vHSpiTNgRm0nKP8oYn4QpI0DoPAmomeDYy8s+l5cEEEWsFcvMTqC8wImFIQFZkeIm0MU7ILfk8CbS1HT3zr3PSJFE0jD/5J/OQqkl67InIGg2DbET/Jw3/DCLwi0VfgJq3DVHjvkEN/6IJBZZkDBZi3KnL+akRaldjKxR/DEXO3mO8hUjZDdPhdiZwcrWA/aIB/OYnkZh8MSw5JaTPJDtIf+/Mv9GB2LwZwH6g25CAk9NIS3OaGSHPGaQnMckEKSwYlEj1Cs4KwKXOn8lP3seOmc0yjAbxmJD/TqcbH5YVwXDwA1hat+NsNuwMlZUwWSUsOKOqd3ZKSSLp74SUU4S6rjAK7CbkOYyYvLgInmgCJa7ewUO9zR85F84yCDmU6LsjGr7qtuM/bz6KI772Acn/UCUsqc35llVmLPkEWJbjwGN8W+/zQ1zxp54FTnlS/1Xg+5N75YKb4fPVQWglcb2RZ/7ZlJLxcYh1Yd/8HCyecSmSvEEfC6nuJMSBUoTUb2Odkv2bGfmX5AgUkrljEud+mX85QgwaiO6UKdaKITc0ItHSkvauSUFuatLXtFafD6uDQVhNJnzrT3/S7+3pf/4Iu1oUNLb/ECdaqDFvqoY1U/NvRpE0GXWVNdDU0REv89YinN11I94t/yT9WMgQAgcNn8ik9OVIptVjWENF13HotnjGnPnXZf+KrOfNSOYf0ZHL/sskCb5Wcm5ogDluzNHraceT/Ps6wzgxNh/dHj+WWLYML/OfJfuXIq24fe3tsEf9+PEw3P5z+DIsKToTwUg7IpNCwF4yjk36mDjaun00dMtB/D3HASgarmQta0nmf26hHfu8HgScDuSqA8v+yfuHyg/jdnc+ftXhwXKTGYYkITPz0FgxDbbmxjGT/031XshJFSFZAzfrGmzOqQYvvoGpsfW9yP9wMv8Gi0UPDhNvPtNRyhH0No4s828x5yHkpcfvKs6McZKoI2OWzHttsZg+//bFx51nY2vnHZimvosj3hdRGCF3kQoxoelLVCNL9NCSF7oX4IZL/rPmP2La2hc6SeSAHNYSlGSBhazx2RfZexaSRJTtRkATcZLrO1jm+RIWh2kA1eoqhHUANZ7ZQAPKBArrSKMbcY8y898VC0HQaBLFYM5QPIcvjgQH5LerutHqYJl/gWX+NbLhYvfmxPIwtsbtaGD5p/GGHOzChLoEphx6Cju1jOIohdQ8/cW5BpyOd/BXfFX/Pd4TQl2dB0e2diIvSD/3rtJZmCTt01tHSs7CEZP/WfIOROUuvQR4wh8uwKcVIyb/xJF//vz5+s8px31imEe+yN9SGOvk+hmOHVIb0ynuKThCyD8Xxwnkhg936a2qyOZ1LFCDVK6ZEIC4k0mCk0mIid4bLl/CB2uCfhaS4RSYSiCF7IUz1Re7L8gksbPhdRxp34WvJc9OuwqTtkL7iqfiiHc/mnUZrIACS8GQ5N+c6wBPiIpsx6pIFIdnWnBuiRVTS0thKCuF3NqmL1ThfTQqa7Ac/faZ1xlF9/pmvFx9PPbmWQfdeGiEDBnsUFRaCx/h1V7kf8NLtdiVWImK0gRc8aC+uF+ysBzV891o/stTyAnXYqPdhtPIpmfpYqAFsEk5hF2xk8kmPtI/9tVb8b2IgEdiJ4H4kJkM9DnVbT5UdQBvGRMjJtepzYIsAXHCXFOPWysw8RQPniwv0xfUtnAbfrV6E26Uc9DtKoTZWIz29g/Szx9MaZPipLJm0En6eNb8x2Jx8GzB4zRC/i3/65l/gyigOX8OJmEKbnKIWFE9beDPLiswJ+PQWOfmuEjvvY82H0J0cxNuOYUqVlJIEAJGujryCRBPKKPVCKOvC92JEMjdd7CmT80/IWLLb9VrZWe5Z6MRO5GIWpHkSfabejzoiqGalQN+Pi0Wwezdf9NdfE0Ffxw0eCIaU8RRgNkgpNtCjid0YkQ+c4UHiqZgvodsMPwwz2bZliykpKnE9I+Q/4buCI6roaT0jGsHUfsQg7p1vwEWfAlCxZdIOxJoohm8ewJCIRp4Jve+vqHOms+GyvynztVGLYHb42bMrtdQKPYOjpAxkFQ1HCzgkdcASEX9jdDaYvuxUVqD6VXz4Mij6/dIMv/ZatXOCHBy+cmY3LwELY9LeG/Xfpz5lVkQGt4Hr4Wgcjb8avFNUPrJ/ilxmFv8AaoOvACDy4lEVhYwTf5Je1ISQCSbekLwDPRaGErLdPIfbqzDoSoD5hawcjXyLxMnovCF53FKYaG+jU7VqJPzvbDKhV0tfmiKDcernSBVvmZWN5rKQhqMRviMc9FaeCIS7FqNFA7BjTiSEJPU44Igro9rGT2JzFpjtlhQVC9ihf8qJJQtMDPyOFqQe8jr24gZUgJubzPqh9E+su+8PddkhsUTR4jtuQn5V4LB9CacnE8SsCOlZqMFqf+e330Boj0NsDs2DrPmX0rX99riUbzY8D4KjWxPER6a/FdYZmChdTLWBp+Czb9Jf4znBSQTqk7UxwIPM4WTfUkYWdcaYgpHaqw54qPCOkgMSP4jEfzy1Rk4XPM5dNvX69fPEJOhcUl9Fuc5w5jJ/09e3oM9rQFM5JyAoxwBRxViBgOmTDgdSHLAO1SJQq4pCcZmd9kgwbjU+k/uD/K337krcMqceeg0hsAd9mDZxN6GjSkQv5EU+ZdBCTMJCqbKN7LnV7KGD3acTrdA2jXBiBIc6orgim9b8eA/86Ey09EuPVA1Tz93CksqDVfInG1YSDoPkfr+lGkrwe8Xd6JrgRWvsXuWmOJyJPIxCM4880zd+4wcy+23346DPk1fK+aWOzGxkbDlg72DmgNk/lN2BWqa/PeMmvxHozH9fiEwWjLnnSNBYZLbI+8hDFxaQuZ7ju2FiB4yRf6rJibwk0kuiLIZPx2H4FlfqKEunN/TDa7tQ6z198DWhwuk9uofl9nhdRkhtiegcAbEglFEAvQec3fTUpCdRSV4tWoNHlVK8UZORkk63ABmQG1AwkjaBnIIeH3IGyA49f8l+SeO/J/h0wFC/l+vex37fUcA0gPUcxDw1o6d/PvpxBUzACazE5rNAi4UgYPsieoyG35iGmVNULJrjPsgOHv3Us2uCx5ssiGbE1VVEIz2pDd8H79wBK0HevBQsRlduYVQOTKJqZT89wxO/i3M+A68Bfdv5lB7pgNvlVnxfvtqPP/KK7qbN1kEmpmUbacnhMsUtZepSl+IuXSj4kyEkFBUPRtG3Kf7IrJpMxofSqJ6ngshKyCYRbiyJm47c/yPG11wh1vwQh0lectOn4NdP7gedlHEJ230XOZdcRnwuy00ipzKyKYyuIzUyYqQJkMp8i/r51iD11INf3hkmdcUSfikuR2zpmsIsX2/yW4G5wPyYkm02wxoDjbDn+iBIM7AjjmXw+sJp2X/brd7UDJdbD0OchhIqEY9ojuemf9IOIK3Pf/BmUazHuU3Wm3DIv9kU0SyGMcCpHd3bkLD3KQLLo8Lk12sNKcPSP3ldXM41K5ncnCRfraceAgdzPE5G+ZQAyp63gZXeRji3PNgbPPoRNSfpP/XQdoCTbkaKKUt95BTDpz6E/1HZSuV72sWB2TmeaEbJQ7h9i/HQnrrN4JndnXhsccO42LW0zn7HnRVmjB3+30QkiFIoqhvDMdKNrJBNrQmwQSbCkjlAT2nMbGNZltMM/uT/xQZ8b79V9x6y9dxycKz0BmIId8++FykB04JnKUwzZqFqbt3YV/PfqwONiEkfZDeSJH/H67sP/U3TiiG3+qDIwrk29y9/mf9utV48b33cbDmIDzWP+HPp/+p3+tIioydJWthK4qieOK1wzxrGSJmEjPHHFEEXFl+Ptat3Y19iCGnIBUwCsIuBuBXbEiKDvj6kP+VU/JRk2cFQu2wLtyB3LPvRdBd0J8AkvNLNsqhdkr+yRjM6lTz0Js/x78jPL4y+ys4u+ZsVDoq8dF/DuPAhjZUTTwNrftf72VQt7DSjcc+qsf0YgdqOAMOtwBJVtOZGn/kHng7ZgMJ69RbB1YfHQ2mpjrEpXJM9mU27pppKXZPr4LIZ1oBiyYrPHDpmy+FT4yZ/JPPHi/PR7n5ZTw3xwVP1fDTc6k11iIKaWJFQH6OeIK9HP/JXDiWrkZJmZK0wh4FHCt5OJrsn2Quz1/qRcMbb8C3Yj5exCZ4Ej4azj9K5r8oyen0ZVZdHLVumWalOUFX0Y2V/JP2jAsOqVi00wyU0Hs59Zo8I/9nz7IPTP5lGQpvoAaEECj5FxQErSqcYWBrGTB7jMqnIGv1h2gQqpkGcLzWECaf/TddEWl64NReYyBbeZFNCgn5J/OVs3oVAtoCrBV9mMhKoAbCy/JiLFT2IgdR7PST+TAPrqL+yhbyuj6fT983eP/1BKI7diD3umthmkqNIPNLzcA2ovQrh3+TH7bpNvzxihIs20oUQyFc8uIf8IM576FJ8cJ5kxWvbH8I5QYyP5w3osw/2UuQzggpfyWifD2tMolGkwkvoRkr190MvoTMP4NngMkc8tJLL6V/X5JtgWPOkNifr+3E7CkOnDend7mYySBiegMzNE6d2jFk/uMxOeNDYc6oMEmbRj0yqvHghIHVdeR6RGIcLDaAxXD0sRHzTsbVW36KHlOHfv5IwGI84S0+Ed3RVuTBj3BSGTTzv63GibU5RnzNHEAM+WhbeCIi/6FduawRLyKcgIMFdr1dtVnTYCUlcSPM/McFwG/iYAsDrU3dyJ07/sGO/waMeGd17bXXDuj8SjYJ5G+f4b8fcns7mm//Nhbc+y4KLYVwmVzAFc8A328Bqmk7vLFADfrS5H9JVRnizGAkt1LodSMT8m9jmX9K/nu3zBvMlT8b2ZMEGZfRUAIHN7ajqymEc7Z9HacduBY3bPgDjq+7EHnmvCEz/4IaTzvVe+ZW4i0b3ZDsODAJ+9oC4Fi2rrGDbk4kC430D4UO1aHX8VltJTAigTb/wIu64u3W1REKTxfKi5ZU6nWAKRDHf/2cEPIfD6K+O6KTEZumIY9F7d/ev58aAbKQXjQWp1m0FOknJR2ptoiyERqT55vZeQg5ZuvZiIoZFwz6OY/aLxoa7JwPRsGHigsqcfKXl2PGXyOoOxIDp2k40tMA8CEIzFXeYJXSsv/BJP8EMybbsWDr7+Da+7j++3iS/2gsAo/0Bqy+1yGoSb3GcTjk/1hl/VMb+gLWejPu7/8ZstHp64DCFvu8xHJETW6d/AdYfX823jwrhCePexn5Be8jITnpMRRNQ1C0oyPShi8u+CJw3p8A8r0PvC+/pn+3xwNIIAFHoA4muRFgjuYDIRHNrBU+WdA3pcmszEvqHDpy7XD7DsAZaoGRacyPZoQ3EpDXWmouw1cDZixtOgcTlFwYPAGdaJpmzBg88+9rhxbxQVY0nPOnD/G5+z/SnaaJC3B3S6i/7F8/mFJdpk6+Htv9GG5fdzvklcuQe9Y305vskZL/qXELkuaViBucqD7hSrQFMue8sP5F/NL4AGJSGK3Owyif0D8rp33wZ9z7YBJf/OEGJD2Dm1cdLfMf0yRYTCKi27ahYy2VbjtZK0dIZph5Or8QY2mS6SeqhBSIm/f9V87Hi2IQF5QV48GOD3tlebMJIKx5/er+JdYGeGLMAVVT8dcdf8U5L5yDrz1+Efa170E0KKM4t7Jflodk/nlzA2q1f2JjjHWGYXX92eQ/4KDnNGoY3UYvycwyjVntuqK2SnQWzIeS40ZKgcsbzBBZhq/YWai3WR0LyFiKJjWYShJ44Xgee8rUEc/bdoMRRtLfPEk7RxCEPJma//GQ/suJTKs/UhqSDXL+U+Qle0yQTXfpNRdj2dOP4LRbbgTP8VA0FV6y7pIuJInBFUI8W9+iUhwhCwdXzwFYunZBGaJV3XDh8ezHxFYNK2ozY4WQf1KGldO9FtP2PY6o8ciA97ZKApvss3FaXA9wkrVeFpibuSiNOfOfmvstEb9eMkEg5Ftglaz95p++JLAv+SfgC+lxSkK4F3nuixYtFwmOuo50sbp8V7F10PmVzC+h995F4JVXENuTMZNzV+SCh6yriKT9Zr1bQDWrhxcSQZT7OjH7j29hu2cruBoFhxduQr2P1oIfDXEWuE4h25skGfbCIHCIk/hjwKQbLIeH3xylP7JI46Nb/dhcnzExTYEYPtpC7Bow/wjERk7+U+oNJaGm9wMGc4akV9laMOXAEyiI7AfHD5z5J/eexlrjGVinA7LH1oiJt66CEBEcYF8xVtTVXIGtyix4c6ZAsZX2I/+p8cqxTjWJysfxJ1ME3ZyGCFsLjYkAdudWQzXQc+lWFPDWvPRrDZf8mw1WPHwaj3dW3oMPXkf69fH/O/knbvgDDRry2OOP0435Z/jvxYPrjuD0+z5C8NVXYVi/HW9/7nXcueROPVsFoX9P1tGA9EoPTXYgNiEHp02aD/OffoXrbxFQO1/SR1xqw+WJeDKZ/4QfvKM3+e9rCjYc8k/kZcS8q7DaAVE2otI3Q69L5kUZBsEwJPnnJQkGJo/f5KJZJnNPMZRoIX700u60R0WjW8DdziiwcOgWZ/pzo4reCki1VuBbltfTda99kexmpRIiXShtjt7ZINLKhEDOLYd/6Ul6f/F4XEHt2v0I2srQLMvo8Pt17414km7SgpEQZCZJ1JvgEsk/y/wHlUw03swm1ph1OhorToMDOYizLM2Iyb8AnOH6HWbm/hY3r9mPrqQZv7BV4oXXzSj5VxKz3cdDFAMQNPr+vCmz0RnM7I9g/rwqqPYE9rVTl/nxlP2TDciNc2KQ2J7Q6LD/V5D/eXXUqTfe04YPmjOlEX2RCBKDzSzCYcqHk5D/AZxqj+TK2F3Fw2JUEYkl9PeRS+ZgT1U1PtnzT8wQ+hDDsIeqgWIBBBrex+SDTyOkbEHIfxgLt/4exb4Hj0L+w2goPxWNpSsRCtONkJl1lcg+hxPzM62/rCyrMJ51/+SapXpO8z1WPF71Q/r+EyfoBn19ke1ITcbHa7ta0RmMo90fgyUJ/O0b6/DsrzZDze4Jr2e6CPnPZHbsBjqWOJcdxrLpoyb/l3pPRd2ES7Bt7i3IM0XwSJ0ddR5KfISoF1Gew7RGDWdu1qDu2j8gMXUHedjCEuTQ8IlFioil5og4JAi8jM6OOkQtNMPsTGX+JSsSrN3Smc3v4KQJrn4bbf2ztC/B9PbjYdEcg5P/z/0Z+MoHQEWm1a5URufkRVolfrn8lzi+9Hi9PvWcR/ai4JU39L+VVFPfhuwEBel6kef2QHJ9jAMsGJEi/2nZPyGfxfS8cOn02wigqlCYH4nBkTlmXyF9LCc3hEIbHf95TjvyLfR9S4hnyxih10/LZsRiE+CMFiDKWnOOjPxLmLfzz1C990CI0XEc8sbGlfyngn68pkAW+qsdUtd/oDmXgARJ8kw0KNRpYP8/VPafp8H67iY/gmZg7s77MX3n/Rij0IK+pmevrsIRFBnd3o/hL2yGIPI61zNGD6G4YyME3jPwOiXLadUdB/p3h1lCN6vD74qMjfyTfUoq828NBZFknhIrahbRDhqq2mvv03f+GYj8V3XT18uLDk3+FfC47qLP4fN3COCpkxTcWWZ/fedX8l6Gquq0438KgrsMbpG2V36ochlqXoihGDT41+LIQVAyQz15Fa6dcb3+GC/xww4WZ8v+CbK7koQ6G/TvFcEELAfo3JMkafARgOzx1hzoxGs726gfC8Ngbv8k6BVn+zLqpEPeNDZiw79U8ExJaEgy2T8pRUlhbi6H0rb1KCGtSIeo+d++8QHM23YPbHGqViJrluSnhN8VluCLZkxgxwttQQ/MZgO2z70FRfOu7aVEIUiPV7aeCAK9ZoFgHHKMXk9Dwo+dhVMBhSoUXWRttubByZKKwyX/JoMde6t4KMw7J/X6nzYMO+SsO2BqGp1YgsFekweRVBLDvYKCY+QG8RnGDWRxqlWMSIoSxKSsqwAMFb3l9mOF6bhVWPTyqvTvSq4CbaeDuHrAVGFKb3xJxNsSpzdmQ7ATxxX0rlXt1w5sGORff8xtwgXfmo9HH3oNiR104RGNgX4LW1/yTzL7BiWCONxwh+1oyANmBKbgl+/+Vl9sXq38Oc49cxH2tPp1SdT0iqOT/5wCUuelQuPtuGG+HRyrG+4LpYX6ZwiCTZc0lub13hTaiBxbz7yZ8LVf3qK3w+lpD+Pl1VEIc78JvHmj/vddu3Zhygebif8/DIqECJHskRouomggWX+W+Q8R8s+C0nYznWg5jk7w+QgixlqKDRep83p8XjE+WGNGx+QEkAt8/4XduEAgBmAcpAMhcKoDor4M0k1FkjmQHy3z/46pFm9f1IiVZwDlP+fGNfMfDITAyVVYvdSIjZMj+O5xtJ/40Qz/jjX5jyfoOe0IdeCFzU9gRdmKfs/bWNuNv8x1Qat5E6e310BJTIVssMHti+rlDH2hhnjY424YlW6d/DuNRhC7oaKwB/eEG9D+4x/D8eaLeos+PSC4+VFgzS+oEiBYj7LWdnRPnAWulS4dE0hpwRCy/1gkhCMTqGQyGKPX2pJ1zVP3YDSqoqVkOXglAWP9a8eI/LPljlMQ27V7UMl/9uaUk4xoF/Pw5rMPkxwyrllWBXeeGaKB12uHSQ/rtJN1VuafoO2Ob+Pkza/hw7N4NPBRiI4CWO2OEZH/1DlI2KjnQ8RShJzOw5ihVeGdh9/FdcfXIC+0H5IGnHtkBoqanKh7dSNmzMvUwxOQwMfhiZehs3A5wh92YUkVldIPN/NvMBkQ0YyIwIQ63248/8EfUGO6u3fm32CB6HgPU7fvR47/CL7x8I8hWOiGlOwbIgkFJpGHsflcnKAJWPTSzxD+xZnp9+q14SuZ1++zGJjsX2ltx7kTztW/2ndsQE/Hl9CZ5wHZqpYZCjHBxaE7EMCLh1/EG3Vv6N4AmpESC0FqxkzzG9jQsb9f5r+CedKUMnXAiKCQGlR6rDVZbexsKbd6zQKbrijQUOB2wKzQ8yolx943m3x2Ez8FH3R9DSsj2/BJ6WO6MoJkyY+G1PiyMuJQGMvFgXwLiHJZKZkwvuSfeT4QdZ1V7e/hQ64/kYL3ba+654MW7NnZBaHciBxjHjqjneiw5GBGNEyDkzkD7184FuwLKTGd/BM4BAGxcLhXcG806I55URwhgYwkOhDG1GIWEBZ5JAXWso/jB5X9p8k/KxEgLUPzknRMzIyYx0T+o7Ki17HrryuzQKuaxNdJm8TfVgOzLh1x5t8dSSJgBpYr+xGXibPQwFgsHgTEXdjOcfBV1WPV/BNQMql3/Xb265L3kqqoWideR+Xb9IOXwK29CA8mgHNWonXvNpw57XTsbG/C5JJSzLzrPSx252BX1y5dXVUmT4bT0P99BsIp0woxDbVwtm9AyVnf0dsz6tj3CviddO3xRDRItiqsm3cL8vNHpgTqCsbxpcc26a979vd+Dpz6M3zr1XpgWzvs2a1hszL2MjPXI2Up+EEHaR0xKtl/QkmATxAiHIA52gpnfsZ/hCsmCrdXsCE5DZzwyaA1/9NcXrj8KsKmTHcalQUjSDeRRFbb0nGBqqDbsx0WPqp3TUjIMdizEjDZ87TGugu5WoO4ffOTsHCL4cUsPflBSjbf3boaWo4JqCKZf5W0wtHJf3Nz87DnLzML2MtCHJJq0lV+/1+Tf9LOgkiwyNfkyf3rT8njP/3pT8f7832GcUa5i5A+Dl57Lgp62iET5+TyciTVJKTXbweaNwNXPgc4Bs/CDgcfHvIgFE9iXkWOnnmZkz8HH7Z+COtkK0wReiP/64x/4c8vvqOrAW6r24Or+4yr0cj+UyBR+NnnF+CX0T+jsmc68su6+y10fVv9ERi5OMirOKN2lMsyTi+ejdLQO/rfbtjQgRNPkrG7hUYQZ5Yevf6xoIJsWJugCHb4A626qdpASHpotHJm9GU8WvoFdO/24kdTMo7WFqcRHM9BVTVE/Ak9GBD20Y2FJAexj21cd+7ciTl2M/KO7ECrS0YkORvOwulU8k8MtFiE2S/n6MZvZOK1mulGyK4qINsPoyIixiSaw0VqIXELBuS18jhco2JlVMT8HWHIlccBTZtRKcR1z4P85rMhWWhdbJxLDov8722uRbf/DNTHIpCEx8aV/Ps6QvC1/BxLuTCarW/AWVMzrMz/UONyXLJ5yag+QQuqNGirP2JEt48PQCzlcG63H8QE2X/6xbindiHQJ2JNaujP3HAqzFiADvtjCEf8MNptEDkVcVa+Egl6kfh1BQykHvWHnRnXf6MDfJQed0ww4aBYhO7yVsypiA+Z+Y9n+Xh4Y/R5Jq6/7D8UUHBg8uUwRT0w7H9y3Mk/ycBJZPNLzoOUgG3FySQdDvO8/iQzOwupJWXc43wCFXwXbknchMsXn6bfh+5iKzobgvC2hin5J0G11DVimf/Ijl3IbdbgDmlosof1Okuzu3hUmX8x2o2EROcbe089zhE34crYW8C7pKqWwi4uwMHJCyFHfHrtejZEwZB2b05mSfGPhhQR2+c3Y3r8EX1D++tYFxzxXGi8oBt8WXMYkZOsyLVuR0FHA4iCWQ6FIDDySNaCWT95S59yvqHRedcYDcGTtQHtlfkfAMZJk1D+twfT8n8C7g3aDahw3mTslgGnIR/bvmKD63dBrG9Zj/Wt9CvVQtpu3YcTnWvwtcOhfuS/uCcJxQTkMbnyiKDE9dZTBEJWGzujkW2xZDPsrJxANztjDl9hjN1Fn4ylfUEjptqBWQ0CVjTmIfmNpK50G+68bRUpKZln2oUZuffCcfVLyC2xwbFhPDP/Gdm/g0mKs5G6/n3Jf9OmenQdjKPgtTch3EBX0I7ZFwElJwDuzFzdF5peUw/IpUaEs6bqWHc3kN/fFHMk8MT9mML04D7RCJeNBQs5DhFTITy5OeC51qPK/jd2GXAVezw3QT9veWBsmf+U4ouY2NVzEmaTcxoLQAix9ibWfJhMyogy/5rGyKkmDJn5/xzeR1zcj+1wQy7rwZJVEwZ8XnbwhWNBvezMP+zFsLomAh6g0VyChMWCmrn5+lc2yBh3B424qOU2YCJZ4zQ9MTIUSnLMKPnoq9RT5OxvAhz7LDuehmP/q/qPrUEVEWclFNkNX0VvIno0EF8YAhLsDPN2WM0iAnEa2Bgo80/If8v7R3Cd43voyHUCUiYgOlLyT5RQU+b9HPf3fIwVNRLmnppZfzvjHLpdU6GQbjvxyKCZ/9jJuXhGkmEHh4Vsj+1R6JhQeQPs0vj48KQRbMe8bd/AEfUi/dd4MjZozb8WZ9l438mwFU1FhOzFLYCtwIF7S0uw8733UBIphBX5cFWdoAekU5l/cmzkfKUUEoPBZHRgUosGUQ94OD8j/8Toj0TvTz75ZPznP//RzblSIAsnabdXUjJw3+PP8N+DMkL+SVbK7NLJ/4YtL+NnjXfglIpT8KPdL1BXeCIPHwuiPjzw9gvY1irid5edhhOjLbjwlR5IoooXJ1tg3GdM95s+4tuCiF9GT6ir3405FvJPMCFnAmpzt6Mudzs2nvder9cc7HXdnBfwhFDjaca6p45g2l1MimfPQ3Ocw3ef24k53RpsmgF5xDX3KHCVEulbE2SDHV1djYOSf4XJ/svELXgbl+BSItPPAlnQyCabtM7p3roXluOnoZUZDx6w5+Ify64Dv/p+nfybli3D7N1/Ret8DlHlYuDGTK9THH5X/yYrCubs+BP2KxwMX/q2/piR+R2QLf1oM/9E5bhtzi3wSQ7Md1ihdSUg5eSRU4CScgNebXgah7QJ2FMyBa6gioCW2XgMJftvbwOWNVwAVQjCIPx9XGX/UZ3gmyBwMkKmQn0zTVQphCz/b8r+ZROXJv+DtfqLJJLgRErQbbwf5Cqo5ZOwIyihMpX1SX3uSADlHgmePOBjZRo6A+9jXrkBEgdUwo0Ni+6Eu3srKvlHYSCGaMQEMOX6b3JAVmzoIdeSz0X3ysuwOyjjIDR8MeEdtH5MriByfirf9DEDQuNA5F+jWa+EJIAlzsa95l9p3g6UrUBPdR0s8+frX4MhvTnVVIjs815p25LuwOEuYeS/LYwJ2Vl/ki0xUBIj5JA1sgE2Ig+20ftbdI2O/OeE6tHpqEZV/evoINJiQh7mXqn/7f1DXdjqt6FcYO+bZc6XgkSIENvAqyMg/6nMP8dk1haDiM5IM6yJPHLLwGaIZ8yQDBZYNBVxA/RWnnG/H8biYkqIWNbXwuRGnKqAM/Ymer3If6gL2PEUrflfRduO8lYrbCdkPGm0ZBL+V+lmvei8U8G9ACRVE3jRjVxTCFdPuVrP+m/v3I5tXdvgjXqxlDnE+2NaP9k/cVvXP9vIqyF19UtF4/MQFDMS52RUF2cap+NDyLB3WEE4ARlXvmgSCY2uc1vitTgdY4Pe7kym44RklKdaqodF/LPnbYtkxoZ530bAkoA196f4wkQrjKJhnGX/ajrz38Flu6L1l/1nd8UxO8i9EofAG2HiXRA5EWF3JTApoy4cCISoECSq41B5DjtmXAOfew5mbOxACTOWGy2+Z5+BzsA+xIx5sAj5EGOZfUht1fFo5U9AXFg9ROafXv+OZOY8VIpbUPjx84grXtRHp4/6s6Vqsh0mEWQJ6I62IxTxAU2sw0LxHBiNPSPK/KfuDWgCEkOQf6evHtZtFtxmVnDg5sHXx2zyn2SKYdLJQ1MU3VSZdD8ybXwNpabpeLHuE1hYcKUvpKYO3Pl0AvtnpwQOKvhefUkHAEmEhDroz/FgupsI8bsiZV2vvvY6/pKXg7nuvUDHckimkWW6rUZRD5KSOY+UilUbM3Xyg2X+jfOugXHfq0BWV5BRkX9egMM1EwfcZsyb3Fvd9aEfiM+5Gc3hd6B88OKg5J8zLcEBtxFOU30689+YyvzzAoqJzGw84WtEiOext8qI0gjQHQ/DMYjsv9Ov6GZ+AVMlBJTC1tOAa/64DImYgkc/Ig0pyQemtNZVuVz/3ncOy80dWH2bgsXoxPI9KnIRR9BO22x/GjHsVe7EE0/EypUrUVdXh/PPP1//PfW1dOnSz4j//xGUsd7UzUwiZfGE9L7rB3oO6P2bdTDn79Gi6xffwLf+ejeuq/sdOCGC+MFDKHtrB+bWanrm38gyI6JBwD7fe3jorR/pjv2pjSYBWfxHU/OfjVxTLlxGlz4h1MW6hkX+p1ob9dZkH7+zAQ09FhSm+tfPpIvxG7vbMUEWMC0hQEsc3VjJwoItpNVZXbgb3352YFOaZA81eNljFyFYjmTcZ7Mwe2U5Jna8g+7bvo5EXR0EFgWN8IB16nIUX/tnbGuL6ZtkAnMC/es/J54KXPpPvC4twn6TiJ0tW9Jtx7RSutkKOhyjrvkXVA5BezkMfDGMTkbsjLT2T6x2YHXbQ5hVboKNubj7At3Dyvw7WdZYTEh6z/HxzPzHwpTgc0oSUn0Iis+XliD3zUL9T5L/pIUuWoImIa7E9a++iMoqzt7RjS98fBW6glSOubHpXZx2XAuuWZrpW08gRWUojBSs0eYhEI7qxyDxpNWRARFrMRSJ+DQzMqeXiaQy/074LQuwbe43UUjyysY2KKoDUdUJJX/OoMdRwK49ecketogadHFf73uQKHUIwiYRmz3KMZH9G0R67GqW2mQ4m9N7WymZm+fIzC/uEjo+ulvY+CC1nSfdCSyh/YcJBBctC7JHyeHT/+XtBf3GzlCBrDR5YAZOW2uSePR0AdvkauD8v+hfdwlfx73KudBUFrwbwIm5SnTCzCTGCiPiI3L7t9HsidUooCvSBVOsA5MOPYtJhVnBMYMVStyBrtyp6MmZhCv/8hEe/7ghnfkncLLuGCKROJtNvYJrvcg/ae3x9g+Bj/8CJAauMQ1/9BEUjweC2w3nyhVpXxS/UowVFQLyuXxcMe0K/PbE3+Lti9/GJ1dsxPzL3sHLubfDE+1tPkvuN1XZiAVbfw9zz5sYMZJxFHZuQHnLWqxtyJh6JUT6PknepMv+yTFuqPXCrqyGufsxhAsyBnujBRlLMtucE/KvDrMmN3uN/cTmRMRaBJGrwPOqDW/f9z2EP/54XMm/pVDFtF33o6r+DbzPzez399ScS8pIs+8JSy5T4YhmLLJcji1f2ILrZ10/9LHJst6ne/auv0I19eBnXd16CRxZh2MDdEEZKfKSCQgxHkFbBeZapyJ8JDN2mwroPBM3GQYk/7zZAo8WhxZtRySWuVZ1sSRs4TbY1PCYMv+km9Bd58/EbadNQbNwCM+e/Cu8dtKfobWxvUflshHX/Gts7tA0CeIQmXUxmYSrUcTsxjzYe0oR9g+8l8xWXcbsdr3kklwzokQlCH+8Aeam3Sja/xSe3Ltan49T/ioN3WF857kduP3ZHSj4x3Uo6snM5yShdDRsqScqS0pgf/L6YTy3hXajwXFfwebSL+GGV2LotpGgOD1mwyg6QxSw7D8pASBIeTDYU0qgvrJ/luzhyTG+dSfwxKVAR8YAcTg1/7rhn68RX2/7AfYtfhM/Pre3/ktxMLqXSz/DYLL/0vBpWF5/EcwJd/q+vHl1pl5+Vx0pKx1H+Bp08t/BOlp54+FBM/8RZkaYMLJjSWqwuUz4oMOHjtIVMBRNRORQBGdVnYWpbhrgS2X+h1v3b8ydhIiR+HnQa/dpzfyPOMTd0NCADz74AO+///6AX5/hvxs5Fgk2o4h2K72x3T46eRzqOZTuDTpW8h8LBWGSSYQfKLTlpNvdOULUM0JyStjasRVXvX4V7FMD2D5pMl6pqu41GRFylzLYG2nNfwokc/CDJT/Ag6seRJWjaljkX3DRoMjZK1bg2WefhXqEdIUGShfO1hfUV29ejlzmqtq3d+1AIFFjlaeTR5Az4kAjyxD2gamqAMkiEc/kVKE4dzVyByD/806rwCTshznu1R27o6y/6ar5JeBDnRDtuYgvvQGvHqKBBHOcRyTeZyPoqoQ27Vw8WzoN91zRiVe+kHFZ7jTQiTXJJ3u5dA8HqWtnAAeVo+dnyXxK5kMGmu10s8vTkfM9+GZtwrILJ6Iz0DyszL+BBYxIxmS8yX88Qj+7EldxzeZXIbe0pjeifTP/2RvmY03+/eEWLN3wIyQjf9EfG0j6H4gFccGGBArCGSm00SPjzCPbcUVe7/tYCYX0FlMEsUgP1LCPkX8gwYIxKichykwn9ax/qkWkyQFOpZugYOsBGGNbM69bODj5F1hwRxQ5zC3PwZwyJwxaZmOfOocGNgZ5TYBYNefY1Pyz4GZOWEbogw/1IM9gyJ4bdh+gxkcGz950/+XcEtYKsJWND1ImdeK3gZV3pP9PyMnJkH+eySYt7lHV/CvMjLUrh4e/UEJAzhCxmaVOON216IlSIkn8CPoix2CHIUX+h7FBTiEVkF1ubcGBqY/glWnv0C4tkW6d6E7OVvWanHik4WwcmXwzDtecDy0W08t89NdhG6gcNnfq5N9kGDzzn1MJ2EtoqVJLZrMZ3rARngceQGTzZvhefFF/zHHO2eAkCSUTc2DmD5AZCCdUCv3WA0EQ8dE6Dk17jscJMy/udZ31jbPWA2egDoZIZk4aNojDOUfmPmKmmiELVifrGsGbdFM3Mq+EE0l0LTqIe87ZjsCksTn9p+YKa4xKusncq0ajUFggaChk318+Ox2rMp/A3FoTzC/7sPWZLeNK/nmDgseX1eLRU1oQcvafvwdr92fJpXMxca2XfTHqZdCxF9j2BNCwfsD3IqqQzdiLI7l7MIUL4oJQGI08HQ8J48gM3AZ8/bAPaoKHwuYUMUVG9Ja59HtMGZj8G2uq8Xh+Ep1lG1Bu/Cj9uN9Ar5nC82Mi/0Sd9IUllfrXSkHDZesUzDys0E5GpAwrp3zENf9S4H0s2vxr2BOv4eZTJg363rxK55a2wvnIeXc21j9P909DBVdjiQQMpJe6IEBupePYz+5tsTiCy2aJ+vP/fsdHePTbHyDQFcW/Nzfj7Z31EOSedIcmAoW5wQ+FN7dlygue2tap++b0HeOCQ8DserpWmhuoyfBopP/9yP8ghn+avRN7J1+K1vKzkTyyHji0GvA3jzjzf6B1E/69fSP+9epE/P32tWjalwlECqzsy2aU9PlqoPWVzMeCSsdyLuMGZI8dTiSQ17EepS3r0NNNS1THDT0NCPI8JIWes4Qc7Uf+yfxM1Jie1zww/NuAHDvdK3KKhiNnnoXoz38KpWguTBWzML85gt/kLsZyS1k/8j+cOUzgBVy3+OsQFHp+ukfY+er/Cka88pDsf19k90AkUdvP8N8Lcq1I9r/D4oJGDPeSgt7/mmSImwwS8ckYttPoYIizDWNC4uCyWCC4qczGXJ/AgW/UYsEVC9AUbMK+toOYpZMPHhKRhmZl/o9G0odD/glOr+otqjza64putx4TPvW4ZSg97TTU3k+Jl2naNH0xVRQV61jG38zMnI52vjUSCYkI6NZckAJUAt0XRVeswEFbMxZ23ozKYBvcSwYmlmJeHshykuzsQqCOLnQ5W9diWXALXj9ggGPBuXivOYrE0l8iYXSipyMC7L4TOPAGcMK3gTmf12v2bEhiSs9kBA0F6cz/IbOMCh9ZjH2YmFUTOBykrp2ZGBGy7HJuKd1kxaV8/ZzmMbf3ksYIzn/yYTjLX0VzfsWwMv9SKlPACXpP6vGU/cuM/HMqXex4o2FQ8p/9vsea/EcUGeZYN8xxOk0T6T9pV5mNuMzDFJeQZPWtBAUBG6a+sQbhnPnpvskEajiS7uXt3PhHxBp3wmg8DYYEEGf18KRuOc6TY2dZ/5Ts3+hAwkDHeyQawLQ2LzgL7ZutDODonkL4raeJDRS4eASPfvEk/bGXX3653zk0sjFIyD9/DNz+I9EY6u1JKAUfY1ptB5puuAGuq65C0Z0/GPD5uhmpxYILJsiQhADdNPsbgcaNwJQzdNk/ga8zqh+/MEAdZIr8n9YdxdtbcuB1emEkGy92fUci+5908B/w5s7DFO852JTYjB4uI9u957K5ePFQA7q37xg08x8vXoiotFP/WdWGb2CVIufVuSKM9e/q7Uq7eBc+msZh6rxTUTWjdwaXTzkkSzYYkz70sDZa6cw/yxpKySgMtiHc/smeonIZsPs5SvBYC9rA6jfhe+pp/dqF3qWlXDnnnw+07cQp+f/ABvs7KDbU44RKccCNXsp0LsEC3ClyQ+ZpVoYPgQWdRwLVWojf37AK3UoDCkhpDENnbi1O+OAuMpqxNdcIa8KKSDypB1gJLKxEZCwg91Cs8wiIIIdk/hs7DyHo2aWXPAyFbJJnYaavST6BhGDF/qlXQYzJKHco49fqT5axaQqvO7NPq++/9mZffzIuUvJcSw69RgnJBtnLxv2+V4C1vwTmX0PHSR/wZjPunZyE7RQTrvTTMWkjEx25FwbogjISEAXWn2OHkXddEIffDoGsWlIWqYsnKOnwdFjgKO9/b5PATFnRPqxyrAeYgoggZLChrvJMUgM45lZ/KayI81i4XoO4UCXly+lzNdLMv9Djhz3kw4zI4JlTH7nX7eTYfQibmdP/AG3+BuqmMuPhhyG6cnQFgBIKI/gO9VmaMlvFnPpp2O+o1lt5ElQV23X1wTTlIDhe03VqZO0ma1ev7iuDQJHj2GE0IMDzSMTE9ByVnRkW7SJEzaTTZfOoMv9Mph6ka9grX1+ut19MBQX6Ettd031obzhR/z1p3EaJWdQ3YvK/o3s3WlqscPFOhDnSUjPrfUjiQm+rLcFUOXvQzL9Igpc8MGU/3fuk9kJFTU+hIKTitSNfxCmnYvzQU69n/gt9dE2U5Wg/t//UmOV9EZzDezHD7MFWlKO9aDn2Nkbhbj+E+AQDIoc34cbTjMBz1wKr7gKOv2XEmX8Ck9MFR2ATeox21IVKsQSfPow489/T09Prq7OzE2+++SYWLVqEt95669h8ys8wrlhQ6QKWnwj/C++h/M9/xiQXjeTul9gCNoC8eCRIMDIlS7S1SSrz7yZOpuwmJtmjua0nY1Hwpzg08WIEVKXXZDRe5L8vjva68ZMuxfun/gUfaCdDSyQQr62lz50yhf5/iE22pO7WOrzWiHPmtWGi+ntYWwBfghu4T2oihKBGsywxMTZg5p9sXCOuKgRt5XrmP9xNCbcx7sO82TPQ886DiNZvR0Q0pqPh+YYC6ojcfVg3VkHtOqi7nkONEsHK2sux1HtemogUdn4CW8cvYW19EnZhdLJ/E3O8Ti/8HKkXNEEokuDLZYZXcQ1GGdCiIbS30172RyP/xqyaP5tkHNfMf8rfS2DknzMae5H/lAKl70bpWBv+vS858KuFV+Hd+fZBM//xhAZzksj56abCdV4YYflv+s8dDa29FBx1rbvTmf+7V2np9ynUutG9mWZaCHmI8+YBM/87ptNF1JOIIqFx6WCJ4h9cutwZZIstyeAOcQ4lZjhmSIo42Zkcd/IfjMaxu9qEdROeRk0rlaKbZ/WXHmfDaTPjb+ea8NiJHYCdlS800EydNceIGStKsOzCCXpAEJ376VeWRD1F/mtCCqT3N6Ll/quxyNg2qpr/V5cBSWYO97mNFkTQe2MYV2LgNJZVN/SP6RvnX4D6M4/Xf+acR+9S0jeoZzez+Uikc3dr0SzIF1wNw7Tetck8a+MoS1aYlKzMPzMQdbLgAMn8W5y5g5N/ghSpy8ruGpjZH1FtVD37LPK/dRuM06YBR94FNj2MYgP9vLMLeUS8zOAshZ4GJFsP9CL/2fdwadiFxrKTycnCSEFqTlfsPB/n7/kGpKx6e78YhajEICrAOy02mvmPy0gG56K6ezasuq/+2EDuYZKZI9CIMioJROSjS/+z76/JrL+4yiUQMtF7NgkJVpN93Mh/yJPELM98FAVqsJLf1e/v2Rv+7HGRCrInDHZEfW341tpv4QbPuiFb/SWiScyxnoiJXQuQqyj40GxCIof50oyxhrc72o2/a17cnefCfj/9bEZz5p47p5MqhcrDyQHv7Zgcw57Jh/G1ogJEmOKKQNQKUVd9Drx5x42J/Dd5I1h/xINGsj8ougCb5n8bBWYWCKpc2m/cD6vmn6lZnMrgCT7SZUBiXQZIVxKCdCeUIWT/ZI6RCgt04k/AWy2o/Ne/YD51Bg6bToG57B5Mtp2QLg+zOQyoyLVgMbcfKnEW1X0kksPO/KtyDFeVFOnnn7fUp+eoXuTfIYLX6Bydy8pOxpL5d1oklLstMA0QmCXkX1Uyn1s1sPmZqcxGQv57Yl7dbyXJ+llmt/ozd1MyX9gpkol68Jp/tk9PdR0k9+VZk0S0lGjYWsPBz8ohxlX2r3E4beNmTDzyPBrbdvTL/KfGLDFN/ekCL8zNq9OPN1aswqGC2dBCXUh6m+HOF6nGwUXVvtnqpWGRf00Dv/0RVDe8gdyG59BmGVm3h09t5j87ipLCqlWr9AXotttuw5YtW8brs32GY4RfXNC7vdUU9xTs8uzCQZHDGeMg+09E47q5Mql3JOSf1GQS5AiCPuBIzb8n6oE1kZPuz9mlqL0y/8MlWSMl/0O1+tMfy8/RFxASZVaCQdhWrNDr0ETmaZEi/yardFRX2RQmH26C7/06bJxxOo7YS9ERiPUyfiHmNiAu/hzNdESF+IA1/0TC9W5gCexTilHhacMEXob9yAHkrZyIWbNohte7+n5MuORiiOIUEEuAQkORnrVNk7mP74fl0Gqcc+QSxJ3z4Iwk0+Tf5Ytg8T4v1pXERkyuU+c1llXTtrXNB1uOEaGeOBzLTKgtINdHhC0qoNs1GTanhPY6uhknn8HFaqQHgtFKtArsMJKG8SX/MQ1keSc9mwnIJiS1ESU1dSTbnyJr2ePyWGf+23gTZuUuRGWkEtcsd6LMlpH2p6AEQ7qqQmE14YXlFuy20kX9vY8PQPJGMKmQ3iP+nnYoAjUBSjJJGzkGh6gi1kWlkA0FIsrtFuhtHwjxn3s5lR86yzHHlEQPSAZpOmR+N3g1CVUwQtnyBFD53QGPI6S2YN72e+Fxk03u+fpj2ZuOjOxfTBsKldnGv+Y/RDoVcEkIioaKTvr6plnMJWoQLC43wiLJ8EYB94IvAc2bgMYN6UzxyiuzTMOe/T4loJ+7H5h3VaaEiCMlFRaklPapcTVS8v/mIgGn7wkhP+LC8ftsqK3oneEiyq3aIklvP2aqHGCcIIK3Qk9hWu4SrKi+FMMBCXqlSJhVbz3qQ2tYw3nTPwf1nUnYcSCAub8inUcy8+g1zs3Y7r8QimjGdudUzA33zvwrOQpWNf4CER8P06IzEM4K/vXL9qTIPznv5N4UJEjMGVxuboZpymT9KztAcECcjmiXB1PzVBjaSWnK2ZnX8xyC7CHEzKVLS/uuAapWg8MTL4IpRNuujgSpUgpiOZVrzHhtmO2ZOa0z4UCx1Ypk2A9z47U4nWSyKzdhXOYKXyvmS/9GuEXRS+58fb1ejrIWLgrGQKqtScuskDEBUQ4jKVlh4K3jRv7DrRpW1F8Oj2E98grofTQc2X+qvI6oSTh/O95qoEmmEMfp5ScDIegJYZV2NWJ1YeRXv4WvFhXgsnpKsLTaUZR1ZIHsXQj4mIiISkmWKRUc02vEKaEXBCOi8f4EzvvmG7jj9a/A7yhD1PSP9OMKczol7dTGQv5f2dmK3755ABfPL8VsYzGCjip4e6zAhTcC1TS7PFLZ/5vFU8CX5oIzJ1G3ej++e9aMAYIaKgwsyJsw0nHvyOvfUalv5r/vsZK51TxzBtTTlyJ//fP6Y1ae7o2I6TH5e02eFYt9+8AsNcCrCkhV2nAy/0ly77OYiyF3HXois3qNcU7iIFgEcLq1HGBkWfyR4Nw5JZhV6tRLso4GQv41hYNC1idNhGIcPvnvW/PfHfOhmHg9sf2AIcusMKMIE8DxwqCZf9jp8zgWqCXzy9R8CdtP1bDGkoOZrJRp3NDTgMt7Qgj17Ie7Zz8OdOwflPzHcox4zGmHUyYHmflbrTUHycbt+rX7xgK6V//Yng+yoow4889xeE2uxzwS/FSCqPf09336NGDcejYUFhbiwIGR18Z8hv9Z7Hi3Cf/84cf45NVMT9UpLprV3k9udpK1YBm90UJh5myyJMEoChCcTmisNGT6teXYOG8jdnt2w5qgN6Ux7kdAGTzzP9qa/4FwtFZ/FjtdxKMhGYLLjfK/3I+al15Ml7ZEg/TYzLbhZf0JBDedzIs1enxtfWqI4gcOYP+ND8NwiBIzWZKRN4CfQGqTHTO6kOzqQm7LJ6hseht50yswezYlMklfG7bW74e5lEbeSS9ykrWl/xhIy7g5FiEnRj4p8h8V6ea7J2lFZ3h0mf+u0syxBRMKiiY4ASOtO5sk0+tjj9uxY87NWF94A9ra2tJZ/+zyob5YWHx8OtPc0GMYV9l/SPZio3kdijs+6Zf577sR/Z8k/5Ki4Li4hKquYr2nea65v0vtxXMD0DhRJ80EhS99CQG2NrviIV1qmIIc8KO4/WPYA+9DMJHrz+nHoJsLssCHzyYhVjUfmH814CwFVnwLOOce3StCZvJ+qWouEhqvk/9sKfWAUKJw+Q7BkDiMWT9ejS8+9smA59BgFlFx5AHM2Xk/DKzt4HiS/3AsAYumoarTBEOSA2+3w8D6Sw+G5eV0PK4nrGjy6cBVzwNfoJvRfki5/bM2fwQ5F16IKXv24IkrrsKeYqu+MRkp+U+dg1ktZyI/kpofbDAGep+bSDKCDye+i+DJe1HTx+iRQAKHJtc+vDX5McxcOTxzXhJgS2X5TDYaqG0Pa7iy/BpwGq93FbAwZ+UUJhrawIH+Dy8Y01k10u71zJlFmFdtgVi1E4Un7kLut24bOvOfNwUwu0ldDsDMyqRSGthIGYPpIPXtjRsRVPJwuPMreCv2OK55MYpmtU87t7gfSZbNGyjz/2QX/VuThak8RgD5EJ07RFWGg8+sSWaDA3unXIHd06+F0+LQr38ooqUVOFLO2OvPyVjyWt1YbH8arcXr8NJxvD4ejobs+0tkbQoVLoGokdPVZPR4TONG/lUWAJpTl4SUpRA7Wubf7jZiRd4mzA49izOOmw67RM9vJ2F+g5D/wEfU2d4ST6AomYRdUSEmM94uY838T2vU8OXVHBZOXKQ/ZrZl7mce9LPnO40D3tvRUACKaIMmOMCl0qvkHjbRMdGaP06t/qQe4jCq/3yoWwHO/A3grh6V7J/PLYOHvwwbcR72tQ08DojK7MnEKfrPKSVaNvkcSvYvd3Si9Y7voelrN6UfD3J25EtUeZkCUVwRTMw1YT5/GDzL/FfXv4ZXdv4NpmHsy7pZq1EC0XYA3Vkkm5BDIvknqDl0H1Z8+B1UTDl6S+eB1LUXLSjDlCI7/BEZ339hF3775v4Bn0sy9oV+0qc+2TvzHxu57N8nB2COa2kviuzMv5AKsBPyLwye+SftHPXn2zL7DRLkLz38I3xx8y/Ae8e51d+Ca7A/cZz+I2nCQlaPwcg/qiy42+3CVnsSKpFTMex1FiBy+BPY3fQYJU2DNbe/4d9w57BtTG1kTsZR7xlj97NPS+aftBLrmx0gG/hf//rXmDt36Bqzz/C/D5KhIIYp/s4I2n5/N+Jbt2DmtZ/DoqJFmF20GPjijWN+D42RAauD9b4VBKg2G4RgEPlWAzqkBHZ07cDUxFn638lGw9/H7X+4sn/yN0EQ9E3qQG3Z+uKoNf+szkpTNcQicj9Tv3iETtDDWWRS6BSKUDvhAji0EPLg19vJZCNJ2vwRh2Mmty4uNKRbMmYj5WYtGxyIe7xQaqmZjnHiRDgLC5Gfn4+uri79HuVOoYuiN+RDRXbmn8m4hSQzF9ISGbd/sQh1lQthdXHY2zMyqVNqw+DiBIR4L8KaGSaDgJOun4lD972Dk362Bd4yK4q+mQNLnJkIIQ6Px3NUsz+CMpcNob1/g0GOQUkExtfwL9GKI+5PUMrM2/iszD8BGVep+tP/SfJvZNeKJxZmigqekeJsbKxdi+WpLh0kK+U7Gy61EEnhJTjjQQSyJK6e2WV4ruUPmK7Gcbwu89WoyzmpOy6bBp/sQ7WjHItPuRIw9CYlckcHxIOHAetEXYERajkMW14LYkk/oA5O0hUWpFEFHsE4NZKMs7Zkfd3+7aFdyO0hjQUM41/zH5dxTdtsmLV5iFjuQv7MKnBZktuBsLiIkoR1dQmcY80DJp7S+9gUFb72iD4nlKTJf1YPeoFkj4Bnk8+i4qYKdL5+Ih7trMIJTdRocbiZf7JI13RlShSI/NkYpaUL2Zn/bmsLxOoYnPn9g5rCtqdx3WoFMxo0ePJfR8FZ5+BoyCZg5F4m0EQTfG30PjH5mqGGguCzFDsKL8HEBxFVc2DWuHQ97ZKaXP0r2XUQ87pp8OGDRHBo8k+uD8n+H3ob8NYCZQshldHMPwl+RrZsgWXBAuqKHffDYsqBphj1oMQLB21YFu0zh8UI+WdZ5D41/wShHDpnJgYwTDwaSGCNNDLkFdKuNrOtshmt2FlMyy0W9bwGwWZDIhxOe28srh57NaneplBJIiFJ2Ha8gnesRswYhuw/m+RJpLVarBsJh093ujbFfQjbSoGkNKLg+lAg/cUJOE0FlzIXHkbmn8x7s3+eURYVvFiAoD+IDkFADSlpGwBxPxlXOTCocUxOyHCoKsIGH8q8R2CSxhbE8MQ8qOrQsHJ/FGvnakQLBbM1cz93KA2YfOQZtBV6EY/3V+HEI2GoPFVDclnmp8l0NxIJUVY6ORqkygq1+EHIEr03Q+gdLB9p5j9BzGMjgCiEEWMlPH1B5vZGpUBXomlCpqPTcGT/nEFKm/w1f/NW5H3ly/BrVhj5COx8O4IqTWYQJSHBfEMDLFwcMUHC1kkkcfE+Nh08AoP56PX5PtUIMVgOk6ERIQuHqHEDZOVzkAQeHR0d4Awc4h0JXaEoJcOQLQOrF4YLTziOJzc26irY75zRv8UkydiLgQBEjXiBAIrkHL3sPxGCOSHpXjz6Y1nBl8pSOyyvPgeJ69Ln1kEz/ywgNbN0WvpxTTCBY3L/5DjuvXSc+B3c91IB7rQ/BWLPYZQaBq35V5nfVrdzN7wH1mKmdKLu9eBx5iBwZCumzaTzlUvVwFno2B9NzX8gj8M/zjoRpZELUHUk3qv16KcFI17lCMGfN2+e/j3181lnnaVn4h5++OFj8yk/w7ghRSDf396ONW+sR3TrVpR2A4+e/ihunDN24k9gqqmAt9yIuVNoVJyg7ZabsezwIeztzNrsxXPS5L9v5n+4sn9yQ6aihONR80/avYky3XiEmj296r0JJswvwI1/Xomzvjq0ZDgbHlcFmspPBY8SPKn8HAqri0tB8dLsRZy5EEvWgScZo1VM9/BWFp6CDhQjZC2BcUKNfh5I9t9QPBnxSafisI/KuD+o/5C2IeuT+dc1crocmGxW6YSpCUWoqz4XgnkmEiw4MByoqpq+XjYpiC8VXAe/+1UYGVm1OXLwa3sF3omWoKqTh0VOkf9E+vwOVe+fyhzmFXM40rYLCUUeV/LvkluxyJ5ZaIfK/A9XkTIeG3p3Hc0mEqypW6d35OiLoK9T74AgJYMwiREcDp+JougJiBudyEkEEchqaxWw8thVzSNcqCLGrr/eJkyywbPkLLydOIipziMwsTpFXWrtrQMiXvi7WlBW9x5KG19GGy/D37Abc3fej1m7fgOnaeANOEE0ZkFzyQkIWam00moQBz2HBaxm3Ro/Fpl/GQKraybSZvNRJP8kmzzPTeejNXWJAZUmbYf9ePquT/DuPyj5TLv+94GBEU4xxwpfUtBlhCMh/06DhAJWW5xyPdcKfZCzfBQI+T9xp4qaj+qgDLDBEUSj3m2jtJtDqHPw65WN7GCsic07EVFA/WE6t5ijXRD6ZGgU3ghZo/fLivAhzCmjc3wKh3Z3Y3r78ciJFMIsmQdv9ZfC2X8A7mgEZl/ay0eBILZ3Xy/Jv1CxALyJbg4LnGX9szyxAGSNzvkJZmqbvQbwFSxjKsRGrXYjahi7NTO/W41WJHj6ehdWB/RjPLEsc87mlY09YULGEpdMoj1ZDQfr+tGvxesAyF5v3b4DWLbhR/gi93NM1WIwMrl6MiuAMtbMv5JaUzQF0ZSvyBCGf4OhwELbZXaSDg2EIA3Q2SAeYH44WhztyXJ0JYvQZd2PBdvuRkUnNZMbLbrDXXBEWKAoehiPf/RHTFqQWb8iiKGs9X2YojsHnDcSOvkXexlkEtgKa/TvmiqNae5LBXyrZJceKCSYkOPrVc450sx/VQ89jjziYzBItxAi+99cOA2XXZ9pATJQ55GBZP+iy6UrRAmCb76J+JFa9CSN+l6pICv7n8r8F7vseFU5DusdK/HQ+Rz+eL4AwcgNSxEoyxJ+/c8wHv2jAnN3GdREgR6kJOP7jTfeQKI9gc7fB2CJ07Fvyhl55p8EQtYc6MRL21vSTv+OrFLPvuQ/0tmgly4QqBJ7v0R4xOTfr0RhTGbuLSnLrHBaVQUqmtegvHs7JEEY1O2/86Nf6Qo8iyUrN2www8pKXmfvGV17UqIMf+qpp/oFHXRija3YO+0aHFr0XZTnTRo0868y1U6M4zCzu0Un/gTzJrqhygkUFtJz7M5SFo245h8AZxZQX0gIskgyZL18If6/zfzX1WXk4ilXZJJxPJbmV59h/GDPpdfJImtoMjgxj9VPjidmPvhKv8fCdjt8igLlUBi5Z+ZBShphYJLCvb421CdkLBqF7J+ATBQ+n29cyL/odsGQCCEp2XD4uq+jR2lD1TNP01Y0DCRLmepLPhwUT6nCng/2IWYugLEpis8vovLdXpl/AjZhzSnv7cnQK9CRa4avI4JOUzV2zv4arIluLGIL6axZs7Cx2wD30ksx4VAtPHn5UENxYmTQL/PPafS95GQm82/kaH5AggY5y4BmJOeUr7Xg/ToT5HkRGJkDOrk+HCfqHR0m+PJgSZj1mUfgMhPq0cg/qbP8+1mtwAoeJz0ydG/0kYIsKLxSgHvPV3B20YmYJorDkv0fa8M/fzgTkLhj7fdw+dxLcdvC23o9by168MllQVw5qREXaZvwr3WnIa7YkJDsyAl0oS7LyTgUD8EWd8GWUBFOcul7SzchSgLfOPg28ja1Ijp9OuzHL6TZ1r+tJNEohE/+Bwo8OwB5J7rUZeA6E0ApYElqUBODb1QjMTdaJ18EQ5yuG+S9BlNPdOYuhGLiYEhuHP/MP3FaZtbHxNvBPHvgeyzzYfbCLqkIxjVsb6d+JIZwG7DpIVLnAJz123S7v4AnjkSBCQazkRSIpl+CuFa3XX8BftgdxA+uEKDFaH17ozeCkizX56HGMjlXJonTAzzp5xtsMLkSaAm2oMpJJf4LChfAuG0vsDkE/0kdcM/pXWtqNtoQt8zGmpVfhnNXFJRmDI1sAkayYgRbjWE0bHoVE7AS1qQfHGvdlz5m3gg18hamNhhQUqPhgqu/oT8uE9k1z2H/Nhkn1F2KironEXa9MHTmn8Be1G8OLPrxjxDbtx+uy5h3QSMzBKxcBuMhDtEYMLe8DDOD64D2M4EippqI+THBdBiHopXwR7z97uHpUlTXnLoTiRFnepIROqY5Tcb5CzLn3ipZIQtxfa0zJmXYXDbM0Vqxj1SjagN3iRjNXGETTXi9+9fI75ZRzn0L0djI1kKS+SewCBr+EOjCY5WFgAxEA7JOAMmGfcyyf0YaSVkIx5mGLfsn2PJ2Aw7s7YZ1mj1D/gVCbDQaACDKnCzEg5T8y6qCt9QFiCg+hMy0RZkQGVsNryfcBgeLi3Uhib2N65CXFdDRJHpv8wo3YGAvEYukyb9G+iEznDwlF4e3abDHJchDBD+OhlTAtyAsoINl4H8xfTvQtR8onjOqzL+blBIYAWcyCcMAPgb668gKzuXXY4ehB+tqnsHF1ZcMmvnvK/snyA5a2k89BeHnn0drUINRJR4c1P8jt4yOkanzV2DinDdgNgi47f65cPH5SNolBHrCA5ZzZuP7J+bB9GeacHl2xneQf9IKmCUBDz/8z/RnueSiS/FRzyRISgKVo+jIQcrtvvTYJhBbqEe/uGjQNn8p8k/2WymTZqVmFXBSJ+kfOeKa/x7eBlPCB3ugHqie0GsO46w0E96l5EDRDf8GzvxPlVqQ6zVDjU/J/K9kgU2Ng4wUS3zovdpAIPfz8uXLdaXn97//ffziF7+gfwi0IhoOwmbeBIWnfhTxAVr9pcasxoJuMZ6DO54EuYqSqOLHZ0/EQ2R85Isgd7lLzIyv0cj+TeD1eZvAoAH13WHkZpX2fBow4pWnsrKy11d5eflnxP//YObfpnHosOT2qp8Mrv8TOp+8GNj70pjeo6E7jNV72rG3NaCXGRza3IEo2ZGRyeUQnVxtzOwPgoJr6g/hxYB/VLJ//ZjGMfPPWywwKHThJa7npDe6eBRJ+tGQX0ojj2FrMUKHDdCCHb3+rnjpRnRq6DX4HfV4u2HwScbmon/zeOgkaM5yIiWZfzUehsILsIYakOvZhaTmI42SaasyskFKZf55GhCIdkVoj2tCwFnwQdREJIZhnDPQZqGgk0N+s4AYkjAIAgKeKDwf5qD1pD/QForNJhzPshGckMnYHE32H0/KOOStQVv4TDjMeeOa+RfVaZhw+Oc4uWcVFl1265Ab0f9J2X9YVcCz7K6oGvRWf33Rhh4cKuUQnzSHpChg5ukGatuJl+L7y76MQDRDLE2bG3HV1p8g58AfEVP49DGQjQ9Bwkiv+eFNjwK/rgBevpn9owOxIC2HiRIiKsfhS0rYZougYFoQ6hAGoUkHrZ9OMhf4vuQ/+x7cV3q53mJMYPfoeJL/KOszT1B3ynKY5x/F0Z0Z+61vUkjgn85NJFu8/k/A1sf1AIDZboCFlSh4k5W96v1TLSOD25swsQkgHoxqgmZMGrojI6r5J+2/VYEF60JtsAeb4AxrqCcbPIYzq89EU+kZ2DftGvQMUCoqSGaoHDPdG2ZgL3s+fjB5Dqpj/8LevIVwxCjRsvD9CYoqmsBhE0raP4YQyygMfvzyHtR8/3U0drMsGHltIsU+GvnPBlMJuS6/HMU/+2naHRx+Vv9fuQxWFz1PZ06txJn8B8D+1zL/Hw9gmf2fMONJdAep10g2UShmJV22qNZPnXU0JOOJtOu4xK6VfkwiIf90HBtEi36MCdYnW1DjCDIflLHOFTLrMsFBwu8fVlAdsY5o3haZt4PebUsAPGUJfO7WeVh0dnU6czZW8k96chMIUCBltSY9muyfoO69vejZ50PrX/6JPDMl/x2TTwWu/E+/EiX9/9leoAc87k1eDE21IGhmwb8xSOoJvJFOONmt0c0ZYDH1ORajHT05k5AUJw94b5NWyKlg3jbWFpCgzE1LWgyKBDXr3hut7D9RRkN8AhJIkHWkcOaoM/9qWqEgDjrfWwwCvsv/E0UmD/YVrkfxUuOgpsh9Zf/6/y+lJTCmmTPBm0z649V/DOGml/boj7uKLJi6pDgdjCTEn4DXeJx86Cp8/bjfo6Pu6Jnd+WI97EV0fNm7WmExiDpJfuSRR9LP+dyllyOZMx3R3LngsgIVw0Wu1agTfzKNkPmewJZlhpwNsv/ybPJh/vZ7cNzHdyKv0j0s4j9Q5v++k+/Dn5adjNcNrVh6Q0a2TxBKqvA7qhEzFSDp7xpU9l97ugWvrVLxfk7mfueNFn0cEeQZRi5/3759e7rEc/XqjFM/Nj4Iy4OLkSOH0j4RhPwfTfafVKzorr5W/9noskDU6HnYEqCfzZWXOfZRtfoDj5pWOm9PcVtQNYqOD58q8k+iTL/73e8wf/58/eKQL/Lz73//+3HdjH+GYweLwwBe5PQ6Yp+1ME3+/7X3X1h26G+4p2er7oo8Fry9dT3u+tdqvPDXbXjg62vx1sN7gO0d+EFBIU6HBS7VhSQvw7UAMBRkNvijafWXTf7JhoFI0IfCcF7XJbchr2s7DHIQxupqvQacIOyP44U/bMXbj+5B66Gj12OlkFNANt6KPrmFbG4ka3v7ZiSZ7L9K+wQHxHZ0McOsgWBjwZuuLvoc17xpvcl/jC5que3vYc7uB5Cw1NEe2bfuAs77M82UkMXXdxAzd/8NR468kY4O29PZRQHyINK+gdAraGMqw5Z5twHRc2AQeX28EemoSpytJStc4U5Il/9Ef27QYRt25l9TRcxvOR1LGy6G1V45rvONlgp0cCrCqjjkRvR/kvzHzY4M+U+K/ci/qqlQGdkvthUCZkL+6XNCFdOwM38igokMiSn6hNala1oCT3gmpd/HYhThVjh4a76E7bNvQl2ULZDE5V8/UAfiQb/eYjJoq4Iox8EfdxFalv0MbxT8Do2dgxuk+WfQVnCdBXQDZZL4QVU9GiOnIdf41/znaxmS9Z/5HoisA8mgWPBF/Kh5BX68Np4Z43mTaSCNSKrbtuuP57FMlCdZ1Y/8c5IEnmV77FEyzmiQr9EbTqtthiP7lzROr6Un8G37Dcpb1uqZx3p/hvyTTLXKhHySpb9ZKGnRp7Le8uowiW2v7KtohAYeMS4AW4IGDu1S/8+tkhZTLNCjxWPpz0Z62xPuzsn0b8R8TbBa0+9BzkcqCNkPmx4G/no8/T4QbngXuHUPULow7XfQESvq1ZpRR4yO60A8c/y93P5T8y4nIDGC+Y/AKgQx8fB/kN/+LqQslYbT6ESZn/nEhF36nqmrg0Vn1Dh2dfVveTdS6KU78cy1IgagKwtYp4QhkFpvyezfXrAUm+Z/B983X4k4x0FWO1E40aYnC1Lr61jJv5YKOmkqkgbHiDL/FgsLVnIinFIuRE6E7KoAJp1KCpv7vVaQzdmKkb5OgRqDLDrw4dJfYOOcH47pOH4w+UosYjJ4SHmYU70ibQRMEM2twra534Sn8MtIsHsgG0KCT5N/r5Dxy8h1Cpi/9bd6dxR5LIZ/RGbOx3E4shVxuQ0OoQMHoy5inpB+zkgz/yrP7mmiC1QGViodV5MLtT6Ki17lcNoWFcYBAjxDuf0X33UXcq+/DuUP/S0955Ih09h5AOaaAFZeyTLR4W66R2XBwL8+EsWEdnqPxVn5zVA4FGzAs+X0uOKHDsEX8+HX7/4aW2tJdxBg1vWz8GjnfennGwYh7UNB4Ll0pri2KzRk5p+QdqHmLJhjXljjPbrVyXDRl/xPdk3GPueJ2FA0D9ac3tnz3V3d2DL/duyY83nEGnYMuL7GYzI6bcuxsfwEeLI6FQhGO0Sm1MwbhVpp167MPLd79+7M5/ZR75r6Qg4yU8zE5diAgeBs8h+2Z9bviedVpcdQmAWE3LmTxyT7N/MSzt1AX9PG4VOX9ScY9lUkJ3flypW44447dJn/9ddfr3+Rn7/73e/ilFNOGdfN2mc4NuB4DnbmGh+20AxOoqUFZXYagT5gkIhL16hfn7StW/itm/H9Ta8jhxFUgqCvApe7c7HUYkU5V46gyYvWuVuROyszeY2m1R9BtkRoqFrBwRa2vpim7MDsPQ/pLuXalNnYtbZZJ/1/v+MjtB7y4eAnHYiNwA2fGBYlnHQBOHBSLu57N1PLTaAw2X+bjUOn2QubZfD7aMK8fEzyroO5k5r9WVnmMUWgU+Q/kqrj77OBx6WPY++iX+Gw1YnGhAf13qy2VjV0PCStBsgjyHxlbyJV0Qq/cwJsWg6MIq/L/ow2Os1EzQUwxaLpPsvRrJq2o2X+7UYL8n3MOZx3jKvsn6ntICRN2PPKGv3n/wa3/5jJqRuIEVgSIoKJ3llCX9yHSa1JXLhxAloebcZHe6elyX9TZDWWL9iO42oyi2SVsUL/ntQ4PNdekj4GkvkgS6ZqKkPIVpZp9pEyHDI5EA8HsGvGdeis+hby9JKBOIK8hIBSBJ+tf9unFGa4aLbJIhYeVfafYJzpOR+r6xvH9USJ0/NI2ikZpQHIcV8IEjqEUmxsUTLzCgmSVSztVWeeJv8FF6Xr0nu9jNWUJv9Q/SPO/JO/ma2uNFnYlIziq1V+PLmS75X59/hb01Ji0TLAfCkaMCVB71NNHd6ynz0fa8ygLqr0oN34gk50nab+n1uTrFAEJ7pdU+FNFmLmj1dj7YEuhJkJbKpFtJiMgM8i/0Nm/ck47NgNEP+SweAs04/RXcxadAo0i4qmT2iZBvlsJ/8QsctX490214Bri8K3Y+6OP6G8/h9QkiMLLpq4ACqa30NOz3qs2eftVaagsRuKN+Tox7mxqQFOz6OIyy/AzPpxjwVk0y/HM3MUGQfqMMhj6v4id3PD9LkIOiohqTm4M8+NQ+Hn8cFff6wbK2Zn/vt64IwIhkbM2v03mL170WWjQcHhZv5JEJmAkP4Tis/Bli9swU+X/XTQt7KG9mDW7gfRCdpKcW7AjC/HOpEw5uglfcnw6OeWXI2DMUYD5pWOGfjc3K/B25ZZy0ITaCmOyolQ2D2XDdWRBy7WhbjshyGrJv4379bCFamDPdwCZQzk/2srJ+CqEwQ8G70Xzy+8C1fk34JDLGA32sw/M4DXA0uGdNPd3iCmy1xEwvQjZkzomgS5c3DzvYFk/4ayMhTcfrte/5/9eDgegHsyUDKJ3bd7ngf+vBBNf7sMlz34McwqB47VyyfYPD8Udh1uwhLGRVu37sKFz92CJ5qfgPtkulZOXDwRrb5Gekz6UjC60px8RhiPdNGxkd3eORsk6JnMuq+0UDfw/JeBJz+fDnAMl/zjtduxa/ZzOHzrBBQ7e68DkpPexzGziBxT/xaLBKqsYUrL57Gy9nKIbM4n6BCKsMdHx0lLSmk1SvJPxtv+/azzQU89iLVCi5ukI+l4EY28Xk7eF2TMaiyZEeaTeltVgndqMyqGWGMM7nY3ZuXNGlvmf+ZFSPL0eOXY8P2v/i9h2KOauPk3NTVh27Ztumzj3nvv1b/Iz1u3bkVDQ4P+nM/w34/8SjvkHBFe5gKveDyYYqEtYOokCQl59PVmaiQKY4KDpNIbrnRyju6ML3NOtBYvh1sUUSJR4tEWbsOk3/0e6yZMRLXBMKpWfyNt9zeczL/gdiNiysO2ObdgdegkvP/0QZ30k7mmqMaBEz4/GVWz+rddGwqcm04k/mQlVG8D4lmGesYpU2AsFvFS/jxEcndBlg4O+jpVs/IwWTwMU4xuMC1OY68Flcj+CSKM4KihPuR/+udQX3EB/n6yEb/8QgJNCzPnoEeiC4kMHslRyP4NHKdveAiqC+2oyqObOVsu/SwRcz6McRnl09xYduFEtEdpAGM4mX+bwQSRtcIxSKbxVRppdCNnaIuh/Ik/D0n+/ycN/2JyDLN3/glLNv4Ucb6zH/nvinRhdp2GE/c44fdy8EbyYMqjARx7ZxynHNiNZUwZQJBktaAqyXEGPRnyb5TS2zly/cgGoBdMTsjhYJqAetY8AqOkQRPoa/RY+zsYp2BhY8NpNGJOeQ7KXeZBA3tJjt4T4oRl407+E6zNGDQZ0w4ML4M50AY13Xuekf9UDWq3OgGY8/l+ryHY6ebZHiXnlI6jzmAcWlZ2+Gjk30ZahXJ0qe7iVOwLauixcajzZ/x3vrX6ljT5HyzzX8S6MqjM+PBoyA6k/tTyH+ya8SQ4pRmqskcnumZGyLKxp+paNIfm6q08k7bFCMWTullSmJ1/nmVuRDmil1il3mMgmWcaldQtH40f998M9/m9uMqNQ63bsatxO/yyyFQatE1gwlSKR+6JYHnFDyGy8589/jTE9D7TtmBtuv52uJDZvCeT7nN945JMksqBGomGczg8euYWPHzKdliksffMJgGG7EYgOvkfhmw8NW+TK9LjplJ6VUjArGm4Yq0G7bl2bPzPfric7rTycyz3ZKfDh2eW7MIzy1thzOqIMBzDP0sOaznHG0EqmXhyP7RsAbb9C2jrraQj6CrXUOvehSnuD1DFtSEWnYjz5ExbQHmY98CAiAeQjDHzULaFzjZWM1voWBY0Uo7R/95unzUPa8o70JK3DqXmTKBIk0Qk2ctww+jWMBgunF+GaZUhrNit4voPVUS7JdQpvdfX7HE/nMx/kvdj/ra7Udz2AO44zjzoXMVrHEK2UmjOW3Dg34N3XxpI9t8X5PEzJ4p492oL5nY+l/kDU/M0GWqwsc4Lg6CA15LDJv8bdtXDxYaX2FiHhjoaoHatcMFoNcJV6sIsVnopKqMPwuTbh5f5J+RftYXRXLICByZciO6WGLDzGeDgG0CIlggNp+Y/jDD+vv91vPy6F//6ZQPWPtm79XqqC4mgCXAauYEz/+z8ERWUNZR5bYvNAY9/P4raN4APNw36eXY1+zHjR2/i7x/19oYj2f6+ZQA6ehoQ5HlISmYvld2esO+YTXQmUPebOvxg5g/AMd+ti+eUpo/lej6Kq9qsOKvilF57qdR4H6566eZ5N8Npp/woGk3qxo2fNgx7Bnz66adx9913p/uJZ2POnDm69P/JJ58c78/3GY4BTr9+JuznlOOQSULMZIFYUozcmAgTJyDJcegYoLZ4uFBZbXDMSGv63cVWLD6HBRaqzoLLaMMS8xJ8d8YPcP3kr4APBJAvioiq1FRrNLL/wYjaqMm/y6VL/kl9FPEhLahy4PiLJ+LqXy7DRd9ZiFkrywZsuzYUzAXMwVwuRGWyHe27MwS/4NZvwnWiAa7ArfjcnpvhNg/tLktalBE3dwKrTei1eUpl/j1FJ2HtCffC0rKMZr4eOhn40wLihKQHHoplAVMSVSjOyRgZ1oqUXBLZZxkym5Jhk38+Y0wmCpngQU4B3dRFzfkwJRRErj0JtjvPQ7T+42GTf4EXiA0h/VkwHBPyT5y6VVb//t9g+KfJMfDxHliinTAkk/1k/yXWUohdc9K1clJuEczHXaL/XNllw5J/bUd4Y0ZlIrNaUAvCsO56JmP4ZzQgycoLCHHQ5D7Ex+hAQklAYbXMsZ5mGCBiVj39n3hg8IBb8A26aSvtOoiXbjoeXzy+egjZv9qrH/F4kv+WhIhmbEN56xYsfytL7TIQ9r2i+x3MtnoGJ//EE0BV0NhJS6Q8LWG9PWhfCHZK7pYfDCCwyYNKtxnzK3IQT6XShlHz78jlsOLD21Fz8Ee46oS/4EeznoCkGntl/hXdRIxeH6FvDTKBrQgdRhoYUoe57GfPxxP5FtiPvApP3KtLNNUvXADHqlX9/ofcExEl5StC7w/ipE0y/7pyWGEtqJLR4Wf+S+YDJAsV6qAmlNl4cAXwxCUAy9QVV+bhj698C8+tvx/be8y9yEKSqQ9IuQwZ73qLraxSA41lmwR1eK7h2Yid9EXcctME/PQLhTCzlm0pKLGn9evnjq3T5xXiKRNh72XJMqYaCySi2NMy9/D9G+85+mfOur+SbDyS0pBcRUHMoOHQxIuwfbuM/JxMOctYpP9hAXh/Fo+Pphv/H3tXAR5ZdbbfK+OSiWfj6+6+6AKLFtcWKS2lLUX+FirUKaVOC/UWp7TFWtxlWVhYd99kJRv3yWR8rv3Puefcscwkk2zYQsv7PHliY/fcI9/7yftlJP+Dpv0XsPkh2BIdTDY9DDx/I1CfVEPM8P5xbvz6YgFCiYw2rRD95hLwHCmMoWdVLDyyaF5EjuDuQ89g7WeDaJzdAp6t+WTCUpzU8SOQYQvrCvdigfNVXJ/3d0w1sxah+rUJOFBxGhqqz4CoDa/sJB37e/djyT4NizcT3R0RbVzq+TrctH+7aofHdxAT+o9AjmYmxH9be0SvvzdKlGyDnI+Z0v4z7T9uC3DKWFHPiIg7+5jjVWNZWJrAxZXypSxtCJPBs04fBOZoGPldYyAHzBCdIk760knwK344oqwFbVJHleGihJH/C+ZWYPU3l+P/TqWldunQ96CSEN6dvxAtVaeiP2Khex7B9sE5VbId1KP14LkYD9vhQgSjJkSZOn+6aKuoCChccM6AcSeZGzIbP6IBUlJHBWqNANvhjvcwbd9jsPTtzpoB9MvX9+l7/R0v7ok/hnxPjvzHyX/UD4R79ZadFT10z5TlGJzOzGeBofY/pS+MGU3bwMns9Tsi+rUU2TncfboV13s+GOAUNqL/uUb+7SY7bFYBeX0H0Brpw3ee2Xl0WU8fQeTMYEhkf9GiRVn/v2TJEjQ20gP4E3z0MaXMhWUTirDmV//AxJUrYa6ogJVFL2I5tAnKBtVHveshGyX/jnwLpp9QDg1+SGYXtAnnwm6zI3/DNKy8sxltJVTkJb3V33+S/BffcjNEJYrpex/GZ74+FZfevgBzTquOiyWOBEtPmYb8C9eh2v8mprx0GP47f5j4p6oizHKeI6YgCu3ZyT+p1+0Liujz0JomR4E9Je2Lk+j1SZxZJwNFQpGewqxHv3oO6AaTs3MLpvkmYEX9tZhkXhB/fl6oG6beX8PV/QcUEqHAHGHcN6LuH48+cglCU1ROryfmKYSrIArZG4DcH0WH0eWApPKXZq8bj4N59wXBMqpp/90howWcTKzoj0zaP1HR/9PsC/HLJZ+Cz4EBkX9Ns8AWsUARrPHo0+TFZZhxow0R6Ql6bU1U2Iygt5+Ot1Pow9eXmePvQ746Xvmt/rt+/xhJisPqRvfpcxExJzpE6Knz7H7Igez6F16jNQ8TJBtsDB1MnPCicN+ok/82VcBB5/uYUvc4FEvm9Ms4iEjclr9hkrlrIBEunQkQwcqoD2uefxBnnHsyttc9glnHh6FJA+ekwHQtpvTG9JTElbedhGe+chyqilw5R/57HSY8vziCnZO64gbIpe/b0BvugY+1GJTCCfKfsb1W0QTUf/56+rMlt30smYCZBY1WxPflQ7HOgfWqG5B3/vkDnkPIQkA2yD/dm4zIvyXJdiJp/5zNlhv5JzXdFQsG1vD3NQHtO4EDbwO2/LghbRCWDe1CImOAzNN1j+rfFTWWcf8vDDnQMuY49BUeh0BoeHOvaWcvLth9KxY3XgwLK7mKf0yzV3d2rI+Ohd1mgxjjUeKdhaJA5ahE/gnIGiadBgjIPMgl7d/Yt508D0c/vQ8yr6Gg5kSELBysUboOC1ylo0L+uaATE7rnoTpsR5nUPKy0f0cJNd4V0Y5+fwi3r74dV4d2UcV/UgOeBqldwMSu+eB8ZZgS2I6yMR6stlkBJr5olJ4NF6TrzKNdG/D7kiL8bAPpaGMbEPn/lC2xfyrSQBJ/KHIAj1Z04WeF+dSpxWA2O9FSdQEOjTsPliTRyOGAKO6vOdiNbR27wVlO13UcNqgngDfbjirt3yrS/Yp0d8lUykDQ3R8isjlQ2TWZk8Ykp6yqNJC/N/UzodgYsxWI8484AQUz8icy29HM6UKbuUT+yf5JbLtk1Po7EDpEgyD8fB69kV7YY/Rcspm0o478h2IKqgrsKHFnCTaROSxpui4UgUpI7cIv0H9ueihjK8tM5D+CEOxRDbLI7AFbqoPNzBxVzrAIIqGRyekjMPuNZD5xrAafIM9hxdkTYthXATQWc1nbPSbz40PddE9pa2uD1+sdSP69tN6/XnBi+fYQxh98Ft59/86o9J9sK3xmpgnlG3+SKElo6Nc/+1gPh16eR4/mGKADYpQu5Ur+se4vsAf2Yf62e3AwUqc7NLpI56z/RfJPBq+zM3sKSnt7e9ab9gk+ejhuQhH+8YXFuHFFImXXzNHNOjqIevdQUBnBiFgZ+fdY9Ch5SKRpP301p4JXLAiy+iFLzAeJCEJpWsqhM9Ka/+Gk/SeLbiWDdzpR8LnPYdyCcuRPODqlfwNzqmfgM2d8B6+P+44eLRD27ET00GH9MNKiAUQ4mnYZFgMocaa26UoGMSbeL71a/7nmyGvwlNlT0j8dNgvaHv0a2v3UICrMr6W1yqzEA29+HzP2/x4n1VHjypZUfmCTgBN2HML4I63Diqwb981k4hFlhu8Rb0Rv70UQr8MtKkDxbD+8llr0u6rR2kvvVUFBQU5EWmPJ6RHNMqqRf284ifybLR8Z8k8i/52liyB5TsZ1E7+L2xfdnvKYcEyBXYokIv9WUVegryovQJ+Dfs531ydS/5h8gC4GZQTPyDXonQUOb6J/4HgcmJ4khjf/c0DN8bh44sUQVUYua2bCpkca6f1wdbDnZoAU3YhZO/8Mntsw5No2UjeLRXnUyX9U0WBlA6AyJ0ZWsMhSp23CQCIsiEDVIsJGsO29V/Uo8s8XPoeluy8H70uLSut96UnKvoZQhNMNad3QS5s7Q5L/PBOeOlHA5nkk8kjn4vJdTrx51vNwM+G0LgvJzGA1/yx7JR1v9/4dRzy74Uq04R4UyUY5CSIRqYfzgufh9LrPo3VDZoO91L8TpzppxMhvK4hH/ongX4wDjjvuIBY0/QHWMhtkq1WPNuWk9B8vt0hkCxmkXm9fltRikZwHJtGCNc1sjEl6uKZBXvuQ/qvCjP/0c8WqeLB/8mfQUHspGroHdyKnQ9ToWRKLlcCclhUWZempfaoLJrsL7iY3zqi7HhduWTFqkX8yn8TQ86jsfVkXU1QztPHKtm9XmUwoaemKq7oXTLsIYdK1krV0y2NdgY6W/Od7q3Ba/Wcx58gkOK3C8CL/JXSekwBCqLsXWzq2YFusB20iqbMYSP4Lmybi1APXINIzC9VcD+ZMiOErZSVQWBq+bw3VAhguiM4KgducjzXNIngmomdKuh5XnjNeNiJnIP/z3tiJm9+9A4u23AEuiaRYRFNc4JWU0I0E7b4IPnP/GhzyHQLHl+k6Du932AacVblE/ok9YTyup6IK6+bPwZb5Z+PhvVxG0dBYNAxNIeKkTJ8hS5u/4aT9N/fT8TNFulKi/sQZWFtG52XAlHvkXya2lyxj09zbsGX2LVj7gz9hU8kURNumQJM0NEvN6Ah1wCYxAp2UwThcnDVjDH5z2WxcntbaORM00gabkX+F2E0zLtK79+gZTQfeyo38Kz7YoyS5ypbR+WImzi89w0mATaD3PTmaTcbbIP+8pkBgtpCxNs+eL+POK23422kWvZwrE1r76Nw5f045ipjmQXrU3yD/mpdmc5SEPRiHiahpegtNe57JWgKm79ccsH1sHh51u1BRTPkoycTVyX8+j7OrynHyuEI09jdmjPyT/WsoUXCCbS0f4CBP7dNy0m6HiBJ2j7wU52NN/pcvX46f/vSnWf9P6v3JYz7BRx9dTX489v21eOLHqcJzFrbwY8rIjW6pj6bKRs2U/Ds97PDgOpDv3Y98b53eNzNgkP9oH3zMAMyW9j8UyRpJ5J9sJNn6OBPBmdJvfROV9w6dOjlcuCrKsKmEqtb6nn0Wcmsr9i1YhiN7aEpYxBRARV5CkCodJMJgsdFlO+eWC+FIqvkn0FtJtddjQ5B5yl2spaI1kU3A29wQNHqv5aTaVom0AySHj8yjW8pBFC3NWGgLxMAvpIdJb0TS+3obLXoau/chj9uvi+vtm3QVNs3/FhStICexPwOaRu9zu3d0a/53HdmALtMquPxHwFs+OuSfqGJPi/JYGrFhFncczhl3TspjdvS+j9mlAcisLZBJ9QM/LkHp/aehn3EKWzDhcXf6u1De+j5KTVsQNeenkH857hkAGqvdujYE5l4NnPNrYNalUEkfYl0aDDDVzIbdbIo7Y2Qlu6FqkjtR1LMLveE2LPvZ23h1Z1vWte0IvoAZux+AqLSPOvmXZOLc0vQyHs06yNwmHQ6IAjHHo881KbOBeunDwNfr8Ni6dthNQAFrIZau9k9Q+rM/4hwuhov6AsiflVjXyenmQ5H/Ans+Tjp4Oca3nI+owvqXm5xw+2kvemLAefkw3pj0MBZdWQlLWsTHgGaP4dWp96Hy/OHX/IclGrmvlmkJl0uMZowuO1Q/zq2mBJFIgxGdlJ5ADEvGF2LZpCIUFrejZskqlP3fAkSTCP/Q5H/pwMi/8bPhGGA4ffaVuOe6V2B3nAV89iXgqzv1tSSxjJYYc26nC76uU6joLUlbDrPWfblC2fCG/n1WbxfMYup60ISJ2Dfp07Bap0IWrDisMjFCLQori9IdLfQMnuJDGOt8Eq/NC6IxB0kaY33ZeD4erXVp3fBoAkI6+adE12nJHxXyb2bEbP5eFYLZOqzIf1GVG/P9/8LUyCuYVeFGiZ06y/XIfyhRnkOgyTLm7aE/S/1hPSMun2WG8My2iXTlGAFMgzfiRW27hk8/5ceNp34u/ndTMtG1mONCraWWgfOIj2iQ9P03H3xSSzeLKCDCdHc6+JGVJXQHouAtXeB4GRxHz7BdnT0DzqpcIv/JNpJq4RFyXY92+UK85qvO2Ao4GNPwgTQNCptLgok76rT/Nr8GVdOoUyTYnSD/NUt1oVoiaqcIHEq6tsDb/2+I7sHJP4lYtypF6M8bh778yTi8uUMPjnBiMWqjVKiRgI/twPEffBNLS4YoERsEMyvzdP2FtQd78LNX96KuI3tgijS6qe6kn13q9ZGwPTD3KvrPbF1O0mr+I7IPthgh//Rem9Mj/1bWuYETYWHdG5LvvU7+mQOZU2W4ihNOC7vLg8O+8/GFDXfjuCMXoJ+17k4GKSc90kvPp2+fNRV5NtOAen9DyK+3txdtMQfu5y/Fa9KJqODpZwuqatYgsj5nNWDLkmLcXZiPZTPfwGd/dhxKatz6HKouFBBkr+9hwcd08k/OyqFEwQmaoeCwnY5FBSEsOvkfuRbaRxE597D44Q9/iMWLF+vp/bfeeiumTJmiD+TevXtxzz33YM+ePVi3jvZG/gQfbZD6tP6uMASRR8/KVeh/4H7YpkzGmedcAm+kD54Z1474tQNe2sNeNrGadEb+A4qMSTv+DIcmISTeizCzIYiB0cXI/7FM+/8w67UzgayV115dh7LdXdg3bgkWd+yF77nn4DxlOXH1IsY2v4gYxOKagSQiGa4iO6JNAciVE7MeqoEQPWgCYUZajMg/iazmFcXT82VWZ00giDY0Vi6H32rCHi6hBTAU4vdNAwpVGQ1cCArPxQ2H/DIHnt5yN57sbcBlUwsweTK9ViM7Yah6fwMVpibk73gDezsOI+YZWWQkHcSJ0NTyFrrNLSjoUxEdP/8jI/invwfpiCDkIdxODFzqnDHw3MFncUrXAXB2Wo5ldthAfCK7+s6Gh6uEhn/CwVLoCe4/qxXmyJO4y9SGN5nAjpH2b6qdjZAchmjhcNuCbwFliag3QcefSfslSoZjUgj5ogQx3Ad7qB2cdZBDkbX3ioJHqy+iR16yOVDMSh1KukJoKDWNOvkvkd2Ypd6GrXPqMZF7LfsDjchy2SyYHAWZyb81Tze6tm/fjio3j4jqQEN0FvjtYUxanJq1Q3rRxwpiGHv9WCjtCt7Z16n3vJ9U6tSvnYzFYCUsZAwKuCJM7VyGmOhDr0YjtDGTC+H2DtgnTICkSlCIsVK4A1MWj8msTu3vwJx3tuPqLTzkvU8APz9hyDGLXzMvwsL0NoJ+um8Ef/kD+E3XI+9TqQ4pweaGlXWcEMDDxCL/911D0/b/+Nxv8ZfqClwebcQ1SUbYkOS/ajFAspiqlgCEvBPSZNyrNPKv8vSzuqzF0GqPp/tQ2AtZo3ONCGlmOgNiLrqnkMeHcmgZlgypj+639nAwXltrIGgrQ2v58ZDlPYjGojAxVesCh5sK140CyFyKaCIs4yP4e2U+Cq1q7uVaRDBQiUKQA5gh9+Ol1XUoJOTfR/cOG0v5PlryrxFtFY5mcCWTXgPJzph0A53YKkv+8af47yWdjPyTyD8hhUlQ+v1xAhqEDV5zMQpYFoqitsLtU8GFc3dup0f+K3o0nLAniPzyXpDYowpZ76JkoDuqYtzhFyHzgIyB5XNiPNoqpaTjk9a4kijDHAMkntoM2QIU2bC/ww/e0gZLjKR/M2d5sHdEkf/k+xFJ6kAkMBJNOrckIyBp6FGccBuR/1FI+yeJEx0BDWPI2uxvARrXpKz5sUUOtJfw4Pu3oVXuxzxn6n6UjqikICAXJd6j1QfUuCDY3bjlxFtw25bb9L/nxcwwS0Fs6vQj4RIYGYhY3PZmHxbVFmBSaZbs6EgI+UEZXgsgB9l4LPg8sPYPQP2bQO9hoIA6XpORHAQJyj6Q2xRP+0/LrvF43Kg9/CJEVQJLAtDvvbEPJkf+OU3F9OpEFx+nywVBpec2yQDsDQUxDqlnXbM3rDtqXBYRpUSsgSE58r9ixQpdJJ7g5b0B/CR0oT7vL5Gf0LNBVZ80OPknxxEpkTBziCl+lORb4nO2lNkNgkba0Ka+Rrriv2uILHWbaMWrC3iEyr8HQStGgRLF4Z7/UfI/bdo0vPnmm7juuutwxRVXxDclskERR8Abb7yB6dOzt3z6BB8dOMmC4UiEV8XXHtmKb2/ZQnYR3PKDp476tUV3AXorLagO3IUTf79Sr/kniESjuOTgPvQpCt52kxrCXvC8BpMUgI+lbI1U8G84af+ZDrZjhVc3rMLkrsWYV9AImRx+XV3of/FF/X+Sg0YmwqYAHKbBDWGeGRpNe3p19f9kECPaPvVEKGPpWtzTtgeqthi8NbH5qZw9LsojJQkLCSYHDky4RP9ZVlPVWgdDstNmuuNNzLe/gHO11KwJQqbv0mox0WvBe6y9VYi1p8qV/C+ZPwYfrHocHb09kBypRHikIHPu+kUW+JkD3eawD5qCeiwF/wjGdB0AyuYjcngX3m3yY07JHL13OEFnqFNP84vYNBAb2ORwgOM0bApeDhL4U4RnkBcO6B55jlOwrYbcax7OBhUhVl9vRP5dSy/DY64gzglsQLVvPEBuCVEaJsaANQ8HN7+Bca37sKGyFnIsjFKzhoKOVzGt/jWEzskebYlwY9FWWgCZVzO2+ksew6kCMegbUB5k4pij2TqWqXvzSgx5BYPoS8SNy+PgCDuyGqikVRGZ97XlAnrlGrzt+yaczx3EpMUD53KwJ4h85EOwCXr7y8ZeYmRx+riTsRgq8j/fLwAOwBqRIYPVLJtdeHHL36F69uOiCRehoF/D9CMa1PFbgeNPHPhCogXOkIYJ7UBjQ5LI2CAw5j1vsujkvx8C/Cxgagt1QWCto1Lexp6HQ2R70qIAZ8H8sjyMYwZvb2sQsYbxKOfDsI9RU9bVkOSfpPX/H1Xt1xHoArpZSYvRfpFB4unrFrnK9fHT51jElyD/rGY5ff1GPBGAXV+YrY9cEWEdMlROgj0t3fmIU0JFH2DOk1COLgScdp0SluVRAjsaIHMpJLmgxkohKmaE5NzV/knkf+buB2ArjKG2shs9re/hKb48nvZv5uyjS/55EvkfeP6SqCCZB2ReZIrOPffcc/jGN76Ba665BqVn0DXcQSKVoVRxWjXgj6eeB4pnYh9XjJ0d1NQNaP/EKVs1FMy+dsSR/zz20RxCHx55926ccwYRvjw9/pgwb0FVyyr951jxQHsk4W+XwSel/c+qzMNmEgImlSpBk07sspUmZsP+dj/k4CRc5TpVL5Eg6A71DnidXCL/yTZSXlL5gqjRKC90114CkZiCXy0+HydatmB+G5mT4uAaFSxraTDyT9DcT8g/mXwtwJm/oBk/ldThPb7YifVLrHjPE0H5BnXQvVS/VlmFKVgBsEurFN347oZH8Yt5l+H0mafjvYnvId+aj3fevgHAKgTTaseHAzJGaw706MSfwGkZhG55O6B55FSdiMLxwMzLACIgmUUbJIX8K364Y6TNqTWjan6ey4Vxza/p/QttkybE77XH44mPd5evBa7Nv8M4kwBOvCn+XN0eYiUzi+oE9LHgUjLIvdh755lo80X0M+7NPR2YWZEXj/yT+/3pT386Tv5X7ia6HzWord2K5r1OHJ7/LUwt345WJ0vbSYMxZzmiN2DmEUnSQNKd5EX0ep2aaYDTzKj5N8h/ZSXN8soG0oK1rpLDsg4LrKR7mfbfF/kfltuZRP13796tt/Z7/PHH9S/yM4n6L12aegB/go8uiBfdSBcP2il5lJoHCvCMBCVnfRrHvbUNn3p8LdxFpMY1YcgfkST4VBVRYszq4nUcbPPnY2+EbirZav4/rLT/YwmyGckeunl0q9UoPpH2Ofb+8/EUEr547AKIzPuaDb5uOk473mnO6FF3TDsZS5ngYmmfSVcoTo78y5o1Lg6W8lw1EaUYjrCpcUhPLrRj/QduvLODiAyaBzhoONJNQrBCZnWuBvnPNe3/jYl1WH2Liqnnc6OW9k+MTJOtAPUVHvzhU2aUXnvNRyftX68ZpWO7r20Pblp5Ew70JdojtgU68KdzBHSdlo/r7pqLWafWQDSbIHJM0drsQl40An9ERlAK6u10zLINFpVHiKXtGeRfk6JY2LEX16x+GZ2/ulsXocQj5wC/HAvUv4Gwvxu1ja+jld8IVY7qh6kcpMZKWTR7imrQugR7p14DlaPGhtXEJ/qLc1xK+nvQWouO4nlQCdMdZfLPMfJP1JsF+yCOv3ha6bKU6FQ6GZHfugtttznxvRMsKBSp6n7AG0UkmDovQ5vfxRvFHtzwkgJYgepC+prN3hAsbA8aivyLIUq4eJ7E92PxtP/th97DCwde0EnTZ7gTcemGedj755cyvxCJBvECVp1wDw7k3ZiT4JmxrjmzTSf/K80V+p5NUkKtUS+EJIPKgNmRhyZOxKT6ZzFl39/xyPUL8ZMLZuhGfmu9F+Z9y3H1ByfguPtbU8Z00FZ/mWDU+xdPJVLwaR+CjlGRuxz9HUeAV78F3H8qbEIfJjo3YE/TxowO4Coxsc7D4eHp3gSYdkrEFMP8mtTPYwjoKqoN00pMyJcpGTBpo2dMknUsKJdgZcfvMaVtLMy+kK5HkdNZyAxljoTMCOdQVZyWp+DgslP033nVMjqCfyo99x0qIb2Z907DCZR+jhPRsId/8wZOmHI9HvnHShTbaN/6Dr3mvzvlwCKRf5WlPjeiAFZeRbk7D5oqws9KdJS+3AVt0yP/br1tJxAQeWza9yq0vNTXsjmTRHgZmU+BamSYpEb+z5wxBlaWBVRltmdNhx8M+9r9gOLAp/pa9ewgAn+kb8BZlewMyCXyb+cEfd0TnMpvQzSDlgFifiw3bcSRwnqsr3oR4+bSe5QJZO839tfB0v4JjvhUaM5SmvEz+Uzg9B/HyxjvOG86vJbxsMVcaPdWImx48bOApKJfecGMxDjYi7G0fR9+WkMzVgnxJ+jwzMDamdcj7ByHkUJWNHzukYS2hMuaXWtG0PMpWM0/qVEzcPH9wIo7gSTRzWQk20E+k0UX/LPE+sGpAdhdAx1HMnNm7AkXDbj3ZD8OxwIYH9mNwt498Q5A+md3uaBqdG5ynBliKEs7PpOgZ2OQzg93vbwXT29q0jkjwYQJE7BsWSJLy9x/GNVcB3rMzyMYZeU4UnjIyD/HHK2RpHaYZA458+lnsic5K7NF/oeCjTlbJCYQatY4HO7+H438J2POnDn61yf4+MJdaNVF92jtGaB4vQjXvYfY9gdh8VTDuuLHI3pd0h/+7X2dcFtNWDS2QI9wpRu4vUfoJlI61o3abz6GnzICMBqt/nIV/DvW5J9ALKKbe0CqhmdhO7xJ2ce1gVWwlHXiuZ4LwDS5s6J6WiHqN3bA6hh4mBjt/oJWJzzeOoTFLj0KZE9qP7T6YDCe9i+yKCtBlbMYRjdTbRh9kI3Du9htRkmjgLZCgablJmFh1TlonLEIast7iefFhhf539TcjybpVEzPP4hYbHQ6i5ADL6/oWzjz0Ax4TI8ib+lxg9afHmvyT5T1yZ2ysKhlf5Qa35IiwRfzwlfG4aXgRHwxn9XlWvNg4/vhV2z429zLcIhX8dswSdFvxkVbzkC+fCo2OZ5FMPKX+DXonQXkKKJ2eqi29x5B9V+OB7pZO0qLG7zhoBNt0KReOJxurIqE8X+zIrBYs6emSqy2N8jWeHLkn7x3soe+2boUndMrUdH0pw+H/BOxIF7A8RddmOXDRvTacB3VS2HvTkQg0qNTHW0tmOPkUeYk6yQEXu2EypegpzmAismJGulwfz+cnVbMDmmAhbR/MsMkcJAUDZb8Mj37ZyjyDybbYBVFRLg+RNs2wRFs0yOQjf5GOEQHzik9D89PM0PUYqAa2GkQLeB4JV7brStKDwGDnHNmK5bHfo1J5v0gSbXmWB9RTgCfgfyb7HmwCioKW1frv5s5Gc1eBSf96h2crFowHzxskTDMEQH9w4n8GyBOqZ56GgmrPYGK/aVfql3TNSxMohldXTGUEMVsJYZSUzdOK30aZ2zckvEMcCcRtVhweHNPSSJ06YhE2dxRrLDyCqLEuDcDMW70BKTIGm6PWVBpBm54hUfb1FLIqgxzmhM2Y203Kz2QRQ0RjoNV05DnCWPP+Cn4xuJxWL+Z3sujJf88I//5pM2iJbMDzpgH6c622267DcsrT4fJXY0ytQv5Il1jnWXTgDO+mvLYxtY98bT/BhTDKXRhTL4DmmJDgBRFk1uRq+p3BvKfz26blynyp89dm8OGdnsZJJMDVnFgFFNl4xBVZITyUkv3XAEZkgOolKz6/pdMWoYCcbCRyD9BibkZGjvjAxHfgLPKEPMj+0su5N9kdYAj5UW8CLsqZ1R7rxF7cbX5n7jINQZeWytqZw6umURen9znoSL/17wEXPJUojVyMoh9aRIsmN26HHPcpyLQMLj957CIWBhciQNGpgbHI2QrwWnjUlPqWyvmwxILIZI/TKdk2nuRLCCi9k/gytK/Xv8YXg550rOYLLyJ8Vf/Muf3SK75v2HqDVh/1jI8+WYjqibIA5wvpBVtwFUF3hSF1NM2wPFijPea0zg4QwqWWgXkJ9nYQZb2T7JqClkmXzacMqUED75/GG/vbUeE2Q4zZszA+PHj9dciNtWf8x6CLCo4TquCEC/JCsMzhNq/FqPvHU4j/3duVsBNAuxCar0/QfI6ymUPs4p2FPdpMMfo2vjK8eMwY2FudurHBaNTcPYJPnZwsrZ1Ft6CiJV6uX626tc4PrQFrzYM7JubK9q8Hbjn0Xfw2G83Yu+aRHopOWCWO5z4bkkpZhcewfGXTcTyq6Zk9QCPNO3/oxr5J3CWsjp7uQS8NYSyO34I1xln6H8r13Ygz/oBDjPv+mA48fJJmHt6NS78OusFmwQyloT89wgq5m3/LYrb/omwFKbCbRPpgReWRIw7/BIq9v0DQTWRMlngTKhEcSRFM0cY980scGguPxENY29CcTjVaOFJ3hTH63Vd9A0UKOxac438c801WH7wM3Dg5FGL/JMDj2cpooQgkZp0AqLKbsyR/yT5V0RqYPIynTt+iRo3XWFa+61pApzmpLG2eXTyT9BaMRU7i8brkf9IQwNmHKGvtUWpwa5ONaXmX5NjmGCdis1zb0V7QAYsSUaP1Q0+ysHvrAS4IqhSFJKjGM3n3423K36M7dqlWa+js4rOqT3F9B5bxQT5T1+DAaby38uykkaT/LuZsrBvqh+HqrIceyQqctNG4BuHAEfhoHWpr+1NNSAiQSoM1d2cuv9EbXRvcpElQjqaKEFU5dPXNedTbY/ByD8Zg2oWMbJKfgTEVhxZ8yuUt6+FJ8Tp9f6tgVZILE2dRxajjDhZBC2uQk5KvoaCcc28yQYZIiwc/Rxm5rTLGPl35sPOxKQIiChgMCaDLCsmmgyTHIJmtw4v7Z+A6F+QTJQ/LgLK5wLXvgSckWj5ZMDlcqK7nxq3Xe2RRJtAvdND4qxIn38cWWvM+SOFhpf279bqMfbwyxCUgQJhns2ss0q/HZFgPyKE+ZNa2PDA7hAjhS7aybplENJ3QuHCQYl/CvnnOWybdSPeqPkmfspaQTgRRncsgtIJThToOddHT/517xu5jeAhmO2DOvKT99y3335bzzJVYvS9naIdeUIeRNKa2FEMTDiNzm+GfY1b4mn/EqeB6HZVFDjBqVbYcBI+WHoXdkUy91wfCjfOuRHLWaC/R/BgVu1xsHOpmR52uxUb51yFLXNvRZ5zysBRkOm8ixEnAIloMyiqholtT2He1t+gJLJ/2JH/9v4I+mNe5Be/iDWKD26hDf2hbkhyNONZZcz/5P2HOBAykX+zzUm74ZCfQcj/wGyvc2s0xLY58OWXFVR3DW0/GPvrUOQ/vg+v/RNt65nWjWrFuy04dz1dr2oO+9q/Qon+9QRBRxmUhtQyR9JPnkC0HB1Fyrcn1iAJiGWDYCkBb7LDEWqHWVAGOjzJdb/x/QHPS7aDxnrGwlV7KtaWLEKwYqBSAdmVt0z/qi627O/YOuCMJeNd6CrC2orj8MK0WeDGlKWsS5mRf5I1Osk9cFxufWobbv/3DjT1hrCwtgAOswBvWIG5jO4pM2fO1LPUZs+ejRIHBzsvo5XZN/tq6f7vi4UGV/snnzlM70100RdS9rJ2FrBymfKPOvJvNTkws0FDaTcdn/mVebqA438TPiH//6NwFdKF5FY59DDSV+Bj4lw5ENBs2Pej63D93vWYHjOj41DCUCAHzFybDVeSCOWe3Zh9ShUKK5wph0zyITCc2upc0/5Jiw9DXOs/Qf6L8vMRNNGNZ/POLkhnXwDOQg+HqFXFdhsPu3Ng26J0WJ0mLLtoAgrGODJH/qNBhJjoCwl0xOs/j/s/4Lw/4IBlIpqEGJq7d0IVEuNsLiebPd1YiSp6rogLRwk8go5yhJ1T4WBt4QxoZvo+pPUQgcwExIYl+NdB36fQax7VtH+OkZqIzwbfvgODGqLHWvBPsdJ7zMumlMg/qfcXFA3nrBOxdGsLXvz9NnjbgyzyT+eYw/Mm5s59CwUOM8q5/Hg0bLU0Hnu61Pg1kC+S9u+EG7688eCIFz6pTIT8LHHF2Ljg25ipHa+3IHQ77JBMQb3e/aCWvXfceDdN94/F6B5jI7V6bAzTx89XSsf7DYc4+pF/pk4t8xKc1iGiOY7CAYQ0eW8i7ekeX30w7ij66+YY9rfTedPdkrr/BC30NUwk6z8G+GN+FDqZIJaDGhNDRf5tDpqiyRF1eKsV//b5cMWRBnxwCnUe1PXVIRRkhDxJwDMdi2NyPHU3F/KfHPkn6HP14N2aBzGu4WX6Xpki/zY37FDR5yxET/4UfPl37+PMe2nk2M4izCLZj2wjIP9mB+AqS037zwBSktJF6oP1UtpgXBxMyZ8E7+LvxB+XnvZP6q9n7rofs3b8CW7T8OaeW9mHsUdegSTVo82XStq8AcoWFcGKx97djTx5JdxdjyNSnCpUdzQga4lE+glIVpeaw9ox1teGUAi9hZOgWibDwpy+38tzw37gi1j7+D0p9bJHQ/5DvnWYuvdRHAwBvH1gdC55HpDPRtYZmf9f+cpX2N/oe9tFKyY6JmLz1Zvx8JkPD3yf7lZMqn8K1tbH4eU12E0civIckDpOxCzympZ8SMn72zBQaCuEnZU7hU1V+OIZd0LoST2/SGlTRwFbZxnaivrNTojhTvgioZQ98F+bm5CvtsDjO4giU2jY5J+klX/1bBfkog/whxIVZ5b+CN957HL9f5m0A4z3Tt5nk/eiVPLviLdiNasyYhn2DyUaBhrNWHygBBW+aoT9gzvQck371x9HdB1e/zbw94uAaCK6f6grAIdfgMhEo4fa10g3hOgRP1QtKeJtH4ONKzdhT2tibqusrGEw0cJcQOaCAecgkX+SwaCwTBIt3bYhrSz/eTmw5ndAKyXtBpLtINuh13BN609w4IoAfn3Z7IxaUSqz78pKhIyR/7Flk3HqgauxsOlsWNnZZQTYvvMWHXdVMGHHkQ0DMn5f2t6GJzY26b8TEb/jJ9JzyzZ+YTzyT0Cyxsd66LgcMcosSuh+0B8LDZn2H4vQa4gUJUSJyXVEO6LoW9OHyQ7aTWuwmv+hYJt9pd7uVGRtYaXIyLpvfJTxCfn/HwUhjq5yO/y8hha2AD19dIJH2SY/Eqi+IIxkIaPNn3HA9LINmmOLr/Vbt6PuhBNwrtM1aOR/KJKVq+DfsRJrywbSnqjXTiNSfMymC6NYxo2HfXI5dhRMx1MeB3rNTx7VexiR/xCr7bJFgTCrOUXt8cC8q7GzaBp+fJWM316pQkhShI2ZeXAs9ZVjitTDJf8kLZDg2hNS0+hEO3MqcAKmeZ9GS3THsMm/ic0fXjUNqpA+HJAu9ORxAAEAAElEQVQDT2OkeNrug4i98sKg5P9YC/519e7Cwk0/hzNEO6kQ8pgs9nftqiCsYRGNu3up4VO9BDYPPeiK2sM4cec+lPg6oAYD8WiYIgVSau5p5D8Ko2OfoAhQk8s2SORfpvMhFvYhfHAT8lwOcGZKeDuRXTnXxmyTMpcbE0uceipkctp/MsKMTCv5tM5yKPGm4YBT6VFX6o3C1pnl8GfCoway1fzX1dWhoy+ILW10Tr93RMa6w3QsSNp/MgKkRp5Fwkn0n9w/MgYEInNCDEX+OSZCSSr+yZxrkSTsVzjYPTSb4ol9T+DJnU8MSf7HaYl+2MOJ/Mda67B9+pNYXrAevbbtej0oZ7eDM2WIZHmqsfR+GU2Vy7F99s0o6k84EW3MoUj60HN8LGVd5Zz2byj773tp0PNgT+MGrN33KhQhHG8TuLlzOZ76q4hLj7s54/oVRRsKenegqHc3isXhzT2FiZ9FOU6P4Caj00+zq4jeSSTQB//8rfjleevQMW/09g+yhh1Ms4W08lKNLi857NsHYxLAWr9q5TP178V9wK3PqYj9cz86d2ko9VTlVFY3GLaVNuClOZuwck6H3n5vKEc+mX933323vt4IAmFa/2LlLZCiEu2U0PABsOUxqobO0MG142DRHtgcaxDhAVIdR/aaYGsNqljrPdPkkUX+SfaOGqH3168wZ5Y51Ywm+6rCG44Ya0pqNsG/J4zHloq9aMPzevTTACFMPtYeT7QLwyb/RFCuspg+55RdCtq2uzGHtXfLNfKf/J7J5N9qc2La3kcxZ9tvMd+8H3OrB0ZXlVgImsLhUO2nMM17Mw5spn3YsyFT0CcZxt+nl5ppxg9B0WSAOUMJiLq8HVFwzGZVMrQgTMbetn7Ymutx2rtfh6njcchyGBrHQ2g8hEPdif1ozAFap25nWU4jRXJHBKMENhNMZg1Bzxgcqj0HjQ1pto2zmLbeJdj4YEbyzwkc/tbwLF5/53U8/oCIZ+9ar2vQpENl9t3YooGOHzLeFuasssRkWJNa+JJ1eaS3G3bvVhT07oW3NzV7ggj8kfaPxNlR4bHFU/8JbOMWxiP/BvkfV0zn3gGefg6rTJ8TlYeu+W9/sh2n9p6KuSVz4/8rlRpxgyOGsa+14fTShPjmSCP/xc4y/ODUn+tdUAikQXSNPq74hPz/j2Ly4jJc8M352GCV0WjNh1BWBpGJwMWOIvKvhaOIWlLb/BmbTI/CDkQvPcTlri4oXd1xovNht/pLfv3/JPlX+KguINLZ60XRl7+EiptOwxH1dly641twciOLSKRH/mXBhtXLfo5dc36ji73p7WLuPwV46Va9DGBc2INJtgl6bZMBL8KIslqugt59Ob+nMa52kYsLCYppbYAsSWliBXs2YtaBhJMj17R/jQlSEZXh0Yz8ayzyT9IaxSQjaSjyfywi//1SAK5AE+xMHLGfpb4uKV+C85xf13+WmbiViUQpTrsD1lmn6b9PaXHizH81ILxlC9RAIC6CVdyyEkSQ3FBcNgT/jONNUEWkmA0WN2TST1uP4IehhvvhcTlwyl66ju2B7PcivIe2+bmhOoI3bz0JY/JsWdP+wYwjnh/9yH+LxQohvAUnb22GuJkadikg0aRfjAX+dgEQS0s3TTNQN2/erH9f3Uj3sxOqRbT0HIwr2qtJBmggFAZvpr8vaazU9wDiBJlT5dHr4QmII4uk22aCPlbyeixb+12YtH/Dbs7DPV94Fb/47LMo4qgRvKdnD0SVjhnpoJIN7fkz40ayylowDgbD4eEQVeQdfB5S3wFEzEDThYtQcOWVmZ9E5hNnATQ6X51JGURWFlUmaf9WVu87bPJfzcj/9seBt+7I+BAS5Vm95wX84927IVn6aJtAjofERC5lJZaV/DMfF+TI8IhX2+e+hltuqMSjiyboJC7lf9YuLF37fRy/5ttwR3sRYfPcTjoYjBL0vSjYGY/8bzqyBts6tw36HGN92W1JnU0KpunOULtId4N2z0IcWtuP6uLJRx35b3WZ8OY8HhurnSlCn8lIngekRdhdd90VL8PSrHTOkvITf5Ddn/d+CbxwE9C0Pv68rdVR/PpiAVuZ9obTLOj7nBrqQz/b62NGO7Vh4k9bfof3Lg+j9IIOHGk+lNh30xCM0fdu6U7sdwZCQh+udD6CX05ZDaeWGE/SIvJw3jg0VZwMFE8ekeBfc4CKAM8kshi7g5jB5nimsypT5D8b+bdbHHD116Ggrw5mObPw2bMHJJhlEhmmryumdb1Ih7G/EudIpvPc2HNT9CGYIy+ZXEuCGHdqDqVlEpFUPWNOf6z3HcglazD+8AuoCHSjr4/uWRpJsyclJWQv8WQuT8kVZJ8nOJUR4WwQzRreWjYGDbVno52vGPiAhSzFfee/9LalBoxxE1wC/hjaD26rE/1yPno7IhDEgc4GjaPjlD9hScbIv0H+x3YoMPX2p6zLjr5GeFoewcSDz2DTPhrhN1DfGYgr/hvdqJZPptdsKZ8EW36JLvhHMHP2bMw+/SL95zqFg1nS4Omn4x2VwkOm/UcPhXGcrwuF+14lkQz9b5O4I/jlCiuunGXKaNsPt+Zf4AUUFFbqrYw94SbYMogn/s+R/9raWtx5551obBwdwa1P8J8DqUE6bWoJ/J/9Mopefh2Np1JveJTVhY4I0RgiFk+ipaDx52gUvaxOTO6lkRCFLcIYO4RGQ/BvMPKf/Jr/iVZ/M4pm4JSLpsM2+Q9438Kjix02YUaeFE6GxXp0m0xc8E806a1+yEFcwBcCxIPdshnY9CAkqR+nHLgaZ+/7IpzmRPqlTXTC1PdXmPrugbWDEpxcYBwgbgsfFxlK7zXucpMWTrROPWwrRp7ijxsgRquZIcHsRY0TR7XmP8ZKFEhKNJ8014x5RR5DUlCPJfk3ImNbRDt+N/tibFk8PYX8u81ueKKlenmGYWyZWESZlNSc8o1aRKVX6HNa2lHfsiOeVnjrjHaMz+fjn5+Q/8DOtxHpp2nIhEhGkmvHeQEPnUcPzxCrtySRf4U9RteHIAZTBkRV5tgj9doM2dL+87vovrC8qXfUyf/2/ALkdT6Ess7NMNmdABE0/NOyxNdfTwSiPqD3EJGAHpT8kw43BOua6Zz48gIzevrboVU14/LvLUwRMdT3I1bsPiuQr6cNf/ecaXjuxuOQ56ddAgiyzWcyBvVVGt6c7UO4QoPJysMkmCEKJix+qzM+J0xMEyKtxXwKOr9wF2Ie57Aj/wVuulcqockoCs9F5wXnoOS2W7M+z8yZ4+TflmSLW9hbilIIeS7PyMh/svGfVC89aCYYIdka6cZO51uUdD/JcAa4BDe8RbPRWrYEgf7h7S89qyy4YO+3URmaDHPSTSClZv1CBLZor+702BSbhGB4Osp9E2Hnctz3cgBZw5JMPzNxwJqiCkJJgliD7duzPAmtF4fNCm7JDXDW0KialREND4u29vQMXZaWDVVyKWp6Z+Akvj1r5D95HnzpS1+K7wG33HILHKV0DyK1/l39Yfxm029wFdeJTVYLTY1m6I4GMb57LpTDReh+7ucY62Jkr3cddqp0XsbCwz8/SPeE+3Y/jHuK8/G8ZRlUns4fc4Za7nlNtOxkTH9sAPn3l2zHjRVuPO906kJ6Bsi8idoWon7ipRDt04dN/p/a2IQtLTRLImI+GRvnfxOuCWeOSuRfLw1j+72JZIpkABG2I5F/45xJz4hIR/L+mn6tZD809sQAl+QkI909kmAzCegza+CZzTqUU5NoFfDsMZImwzKmDFGrAxIvINxENarUYBAKO1MXzhy8JdxQKGdR8HzH4HYdiWtIzOGmC4Kmo3oJUDIdIFmc22iHKAIjq2RaLR1zu5y4z6akrE4D1hjTWQopGdX+zawMlWjDEAetAeKs+/x8O/yFCvZXAP40XYIDjPxfUv8OOn72c0T27YObiJq2H9A1gsbNOzHu8BMLa1BtonbMYTmGxfs1HLd5DdwHX8Lhjj1DRv4JLsVLwPM3AqwUKB8+9PE8DvapGW374Ub+0b4L/Ac/x9gjr2Fh/X16sBT/6+T/q1/9Kp555hmMGzcOK1aswBNPPDGq6Zmf4Nji/qsX4BcXz9brgi2sTvxoyD8fJTV1noyR/14W+VeYAWGQf5kc3mke4OGQrGSDYbC0xOE4FD4MlDvLccXMK9Ay9pf4tXwZmsKs1py1DoqIQTiThdZGAHKgRpt2oe6pRFSs2lxFDWCGebs/gFWiG7EpKUJvcbhx6uY6nLDtABANjkDwj49H/t89QIm+AbKht/RRg6ijZCG2+6zxlP/0nqzZoLHos4bRS/snB56isci/JoNnh1+mFNRjWfNPIl3kK2QuRM+YE6A5zsTti27HBRMuiD9GCQTidfzJhz1xuo2rLkO/g66h7bvr0ddLMk7oY01cFGFZSyH/UtdhhEP0UHx/hgkRVvdu4CdLfxoXTLN6iuGyW6GwKIKNfCfZJelQFRS2PY/pex6C5qbrkkS4s6X9i0xQyMEcCWSss0XEhwuN52FmUSGzwwV07AE6dye+COknmESNZf26koyITJH/lYeJ+4PH/m4FGjS0BPYiv8wBjk8l/zGSTcNpcLD5ayD5+jOdoYQ4kj1x5wQRj50qIDDRA6vNjCjLTBi3rhGvn/+qPi/qicw7ubaigem4Brb0vo56+xaoFf1DRuUIDHJeMJbWao7rOBkr6j+H/PbBDeJ7lsUQzKeGNJe073RMtOEE4R8o4g/BVFY8MvKfVwmUzwNMDmDquRkfYtR3kky2QLcElaThL/oSZI2OUUzKnHliM7lxcOwl2DflatR3Da8RkoOn1xkNj02J/JO9UY6qiDB+2C4XQDz0ZZy35yYUNo6o2VJGkDXc2LERU/GKnilkkZPKvYbYty/Oo2td0yTkEafNijvhnkX3GWuEOuJKmDhlV1fqvj4czA8ux1n7r0dVV0FOaf9Gf/Dy8nL86Ec/Qowo95HPKdrQ09GD+r56bFcDaCSkIkgdl2S/CER4rKi/FuNttyBUtwZFrCuO1bEeb9fQtRNsCSA2zPbGpGRHYbbR1v5xMDN7yWLLcB9ZmzSLYB6wtm9bVYRb3vk2hCOXppJ/fd5QG4kXzMMi/5Ki4rvP7cTGFrqPyZZx8LtqoJrdOUX+jX02G/kn8+ulqjE4tHwR1pvnYP2hgU4g4jzXyb9xzgxRL59tf03/HCaSmWJ09Zh2XuprmAUETGpcy2RI8i+pUPlJ2DrrJqhF5+sEd/W3f4uLP/UTtLioOr7q9+slOvoYuY4uSHTq1BLcc/lsXLtsoABfMkxEqpWdp9FMzhViIxkCdxsfiDvbF3j6sOl6B/56OV03JoP8E33XtAwkHWz+kvfLlPZvZBxyqgKzLXV/PHW8GUdODeGHV1mwpzovI/mfvncdeh99FOHtO7Bv1Sp0vfBLNP/uM5hXnhjHzc1+VHHUce16uRlf6pmF4u7t2LD1MRxq3zUk+beMs+EJpxu7yGdlZZCFQgBXlpfi1S9MwqHooaOu+Ue4F4/41sXtrP9GjIj8b9u2DRs2bMDUqVNx880362m7N910Uzwi8gk+Hnj655vwl1tWoaeVTm4zSwE/qsi/xEFiB056zX8Pi57KXq+eWmW021GSDgFj0zc2JSM1eTAQkmR4kXON/P8nyL+BsjxWu+RjvU3n0BrUiCmIQtsopP1HAuhvryNsVv+bQpY5lziIPbwKLUN6vj2vHBL7NcZaQOYC4+Be2doJtZy+55G+8MA63CYqEtNceTLCJWcOq96fwOakNWOyatGJEfk6WhACsrVvLcTgGpikILgMaf/J8+pYRf6NuV8mOnFSxARPixNXTr0SC8to/dy/6v6Fcs/OeISCLBGRZFtsehi4qxSW525E0EHnmebthBYI6rXattgGOIVukMBXMvnXr42lQ28db0K4aiEw9Tzg7LtT0ynzx8CaVwSH1awraev/I84Tln6XAkVCXn8dSjs3448bjuDMe9/TyaxhaKavQYu1DlP3/g2OYEIPYrScPCSL08I+oomQ/6ufBa55PvXrc68Cp9M0YzqmiU4kBlElc27rViq65CiqRP25L2Dpg/R/ra2J7ibJ82b+hiOY03MY6+bWoMHXgFhE1ssDkkW4MpF/428lwalY1nAhTL6J+pj5w7S2WxKdKJGtOsnbW96IvmV7sOCiaVnHgKi/r5z4GIKn780oFpptXTsraLpmgUTHYqzJPahBdEpFDKeX04ixyLQW9OdNLkD5jD2oWnEIRVeeOzLyT0Du3c2bqCMgAwzj8RfXPgtL41T4e8LAGT+FPP4c1j4zc8eXmL0MfSzd128antEvNNCyj4Ud3Xr6dvL9VyIKDteciX2TPo1oLB8KKYvQe4xnV/8eLshaPiT043jHQzhSVYcPpvEJodehOt+wXvMqF0PRIdp/1pVXqrejt0bpXCv2VBw1+bfI9ByftF/LKe3fwL333qvfU9kZgm3tHfBt+xOcchildpr50SEK8cg/6Yby+Vfpa6sKKadR444GQRIQY327Jc4ChWUgDqfNX4lXw00vAEUHIrA5maCZIwOx5unanVhqH7CHWVU7YtYyQHVBZJ2WDPLfWkz3xm4XPyzyf6grqLcP5c098TOSoCfkzSr4Z8x/sh8bEeRs5J+MYXfBRWjQPouVysl6jXc6diq10FSSiWYeVtp/JvKf/Ls+J655AbhtP+AuT70GUYDEm+AKNMPqex0BgWoqZQNpURhFCbwFUyGbq4H2YgibFEyQRPQGWRtIvx8LN/8cx+37DQorh7EvZcCUMjcunFuJGRWDK8WLvIhJzawMrD2LVsLMywDSraT3IHD4Xfo3Vcb8cgFd4MGpGgSN3jPOxGW0mzlW3Cew/6Wn/QcluneRTApTUiBE/1x8AfL3PIAvrv8N7SCVRv5NigRnG80Ib//hDxG4/37I3lZdT8gQ+yNYe7AHjykr8Iv6WuzeE4FpIy3DeyNAiXw28m/YK56lHvyk2IN37DaAlUMWm8Lw8nS+FTMnzlFF/kUrXmBdeUDK8kbJDvmvqPmfN28efve73+kGzw9/+EM88MADWLhwoS7m8NBDD41axOYTfHggfT+JUd/T6seBT1+Jk7/xAs4vPgnTV+TeZzQdvGoQJkVXpU82ZL2G8I0s68RfZZF/LenATyf/uZJ0g6h9lCP/BDu7diK4eReu93OwHjmi/y0coBtLRAxgZnnmVNZckXyggtXv+4J+2hebYZI7cSgkH9A2iw3tJfP0dn2x8WcPX/BPUmHX1706oN6MbOhvbX8SYsPb+u8htmkPh/yPq8nDjN0PIK/+Wf330Uj9JwfelvC/4Oz5J8xSAJw5M/k3iMqxFI3UDTYW5TWlka1Hdz+K1/f8W1cQ1/9voXWtpF1hKGrB+v2TYTNRkSDR78XB42vx7NxXoVT8BUWmIwhJWtwgJN/FvFLIFhtiWhQ3zL4BY2ZcBlz+GLDoekidneh88BH9scR+F6HCbrNCkvwwR/sgaH69j/oAKDEY2YFtYUFvATRY5oTZ0YsxHethjaa2CB0NXCqNwZHJv0dH8TxYGt4Bxp0EjDs59YuIyYnmQdtRHThwIL7HzJ8/H2UTZsHLPmJPez+2vtGILa/TdR2P/GsaCs8sxAvmF/Dy4Zfxj3/sxsN3rUO08sycyH+xbzxmtZ0MBGop+Y8w8m92Qe7p1cl/wOIFJvlQOzMhhpUO27uP4wf/UDD3J8/nNGbGnHfaWIRQpY7J3h//AB0/oZkgmRBRBVh5OkaCRO2Ai+ZV4MblE3CKLYCltVXoUaWU2svkyMyQsHkGkIBkGMZjj5+KUvV1hkkYDBJHz5kYK10ZUPNvEhEU6ecNMSdArpDDdKIXhr0QkzI/yBiqERVtYxajtfx4TBJ64+RoWtUsjBbIGg4rPMwuBWuWq3jmOD7ntH+byap3YBARxjjRqSurP/LKToRI0w9G/vOJ6Bi59729I993WbcH0uY1l8g/wRlnnIFLLrlE/9liNeG6Hatxy56NENxWXT+DoFNIkH9rLIwpITr+pJWsffJxEE10vHlJQFQMwRJp1VuqKX2sZ1+O8Ea8KPFpOHG3jBPad8HM0tut9oHkX4juwrhDL0B2Ngxc22xu8Zyst9AzYBF5BFmdjEzu5zDI/772foAPgRPCek27xFES2ElU8odI+0/eZweL/Itj6P0ziUGdRCeD2PsdMiVYRuT/aNL+k8m//jiy5o1OH0kg9eV+hw1N+UfQLzyPXjW1ZV+mtH9VYUEuKQZONUPzyyhSeHhZe08S+TdLQfSF/NjTMXKBy+HALJpR4mXZC4Es65Zkhc75NFA8JS5Ou6pZxFdeDuPWdbwuACyzbBQui+OluP8D1Da8AhsT/U2P/Kt+Ov+INoyQ1qlC5XhwjDLKLHsq3h5SUjC2vw0cC/ARuPbXwcScDETsjwihkq4AGxu8eF1dhO+/FcCYmB2cJKE5rxJ91mK9nG2omn81xlr9kX2WlLNKEeSZY/Azp+sY95ijrvkHETw2aXjsjIVYffpv8ebf9uO/DSMm/+QAeOqpp3Deeefhtttuw4IFC3QHwMUXX4zvfOc7uDKbINAn+Mi1+7v98R3w7a+H2NWH742/GedPyd63eyhYCzXM2XMrTjxlb4rnkWwyxGQgMe6Ja9fQ/xkOogwttYZL/g2D76Me+f/xuh+jreswPIoVJ/g2pNT8h00BOEg661FA95JzPNyLLkSIo9f70t4XgcqFwMxLgZNuh8x6gqdH/klksKnqLNRNuhz5I1D7J0qvFxT8AGcXfwXRUkvG+2NkNliU0LDE/giOm1cFzrsDPc2bRo38E+P8xtmBeA9yo/ViLpH/bAbsaIEYXJbWPfrPHm8XtnRswdrWtSlq/wpPEvgUmIw2QtY8SJoNm5oXwR2loj72QAAdpWasn8JDKaQXGpYTBiHJnLFWzcArE2rwsn8dTiy2w0J6UDN0th+Eeft7KG15E/UmRRcL1NWzezbj+LXfRWnw3gG9l3UoEvrds9FZNAcybLo402CZE7PdtJ5zHCuDGU3yL5L5zPG6qKNQ/1zOz0sn/0bKv+EAJ6TViFYG+yJY88wBbHu7acC8UViNJUkdjh4J6vXvbsEzKPk3rn1SEz2mbRG7vm8FWOQ/ZnLh3Z3P474d92Fis4babR2DpzLHNMxo1FB8ZGiD1mizpr8vq2kOaXQNm+RgxjZ/8c+tClhjBPWjCuZU5qHKbcO2VUcwrmeu3nDabnGjL4l85az7kQMMR0KXj5YZ9XXQeyfH6D2IZan5F80iOCf94DIrUcsVMhMkUc3KAM0HQv673HQsT7ftjJPgeeMWYbRA1lJU4hBQCuCK0XWVa9q/I9KJE9//Bq6M3IJFlkLg2S/j130/RdTEx8m/k5XyEXR3j7RFIUvb59ScIv/kmv7whz/ExzOdrMbJP3ktRv7N/W0wS/T6FVFE0XnfhNnEyLZ7vO4kczX/EnO3/37Y5J9E/l2MlxVY/Fi981k88d49qJg0cO6aY/tR2/g6eBwesLY5Ng4CH4PZlohyFjkt8PH0+pv7xWGR//3tfozVevGvli78KVqFmImeXZ3B7OQ/+W+5kP/ifromSoL9A8i/HlEXTLjyqhXoY61MTeaRp/0PIP+DoLW6DD+6UsSLxw2dKUYE/ziJlrlEAxHYPHRuHdfdhIuf/FU88k/g481xE/XDBlkPRJWEgCcbZDac9iPgK+uAiVTUNyop+PMmCZLdTMk/CwYIWUouZgY36K1a81gXg/TIf33zRkzb8zAqW94Dx5xmBjQhsa+dvTpxxpH1+datJ+FvxzOh72XLIJaUwCzLWGq36w64X+0y4xev7cPOFh8CURl6BY/chHOnUGf1/qnX4wdXPIqqoolDpv1rMVYmS/YFch19jfAaJaGKhmL3wMg/mUPEzhlO5N/CadhXxUOKiQgHRi6C/lHFsIvOSGr/ww8/jMcffxw8z+Oaa67BPffcgylTpsQfc+GFF+pZAJ/gow1XAV1MeSqHHmcB7CE/pOZmWCcP7JOZK47/9wcZ/24cLj02K8T8fMjd3bAvWKD3I7YkkSxjM8pWF5wNmZTZs32G/yT5L7YX64r/Y72zYNPoZhnZRlItx2NSUTnmFM85qtfXD0pNg+eka+HuCkG2OGCpawPO4IGLH9Afoz15Pf2uKTBbEgTWzJvjaWFu5G54GPfs+IoSvLfBjlCFAMvc1MPH2NANo6SJ1ZcPJ/LfkteD168Lw+zTgB+NTkp4iKg+2114ZYENTdNsuCkpPW0w8k/mZa5aBSMFMbj8AWpoq5yAz772Wd059NYlb+kpvZsncJhYeSVOmufElOWU6MPqgY2nY8trJt054AjG9CigSbHAoZCUUPplrC1yHcSBQPCL7c+i4fKnMP7112CuqdH/1tfXrovTRbhG7Jl+fJz8+5sjRO0KE4knIWPafwwNY6+EYnJA5A4MIP/pa1DmPfAWTIfNTAzW/aNG/klkwqhxFNRYiqjjUDDIiGGMJpe2kcg/GTtSk1xfX4+d9Ztw6Twg3B9D0BeFI8+iz5u/Ls3DWK8LH7yvwj/ej0IzGW0OPCu9GSryz2l0LTnsZkStQjztP2Z2or1pL1AAnLO5CNUdbWgW1mDc9ZdlvBZeFLFjxpfg9UxE3tZOjJ+bXYE62fi2mamZEFQdusFAymP4vOzkP6YJ6GtSML7/WcgLxuPfN9yCYF8Uj313LVZon8HNOzZCzjuYYoSNJvk39ppOH3WE+Ejkn+w14/LQ2dWO3kBHlpp/ESaJ7im2pF7iuSDGormeitR9Uyf/UTWebl6gxGBUpJrcR6cknr5XzC05Ho92nY6i6DsoEJ5FKJMOBwNJ8zZSvS0sXZYTNHAkcsibUCEreH36NLinnwscJLXrDgi8qEfTOzs7h+W0NWBEDd1qIhU/HRUVCaXzb3/723GFcON+XXziV5GXNwZNLUHMXlCViPyzmn/YCxETKbmTiERdJACLhc5VM+sP7mfDrvTlQALSyL+b3d6YWURd82YQeb0xY/8x4LGKHoUkDSC5rJF/gZNgIeKjDDWFDtRIdJ6UqtZhRv79OJnficmxMMJ+FbtIeji5VrZXDBX5Nz7jYOS/MCQj7AYWSgf1CHoywjEF1Xwn7LY2bKl8G2MxAfa840cv8j8ITj/5DLy/ZyMCfW5o0cEpzcmTi/HKGBesMtASDWJegQhSGOHgbZjcuBtKgHZKWj/revh4AVPShIs/TPJPWrlyQ4mxMjFaA0YARHSJsMXIWaHBEu6CKY+2y01HxDMW5IrXRcaTvIGBrf60DpR10uAKlxb5J1lxRBeJtBLN6x/YkUCr26t/t86YDqGmCv2PP4kVThf2OBw41BPB23s74LGbSNEFLinz4eGJNiwN0nkpCRYQV0NMigwd+Y/S8QkT+4tkkPYdgZdF/ZWgAlEYOAfIOU2cwl6vN0fyb4FN1eAXPmn1Fwch9cTQ+fOf/4yWlha9D2sy8ScYO3YsrrjiitH8nJ/gQyT/bpVHi4XWeEde/z0i//5CSjuR4WB7U59e09MdSE0LMoiasYDFoiLU/P0xjP3X0xk9wCON/JNDLFtE+D/d6i+53R9BT8CjE/WK6KtY4nwMrf0SJnpG7nhJkBVNb/cnRlqQ13cAaiTVkK1vpweIpkgptYCkvYnAhHOMtly5wBjXCocNxYdEeAMcLKQOM+3+EAEuUmtHcJgp2g7HiGz0dmG3ugxtlhNHLfIfCUnge/6CBT2/wmlnXBMnvOlRKIP8Z1Oq/9DIPzMGFU7U0zlJ28a2IJ0/fS4bftFTgqaysfH2OiTyb+LC4PU8G+A3C67Bwyu+iOItR/D5DT9Hf/2j6GVtqJKvgcQdCGKsXKOlOyGaE/XTwzLCDCGLQDsFbO6NwlIbRFlhJGPavyqa9bZj+mtwIiwmftC0/75oGXbM+gpa8k+I/200yH8kJrMu7CRjsgciU2DOBck1/2QfS4/8JxOWHm83XEV0X+lpDsTnTa3NhMoWEya2OqAetsPExpGQqVzIv8aEOArc+fq+daRrH5S2jbCHOlEeY50JHMdhx8wbUNeevX0cb6LOIIW0tGOpk9mQbHzvwXjMCf8VIhPMI+RfcGevYY2R0TYpqGl6C27sxa1Pb8f5v3mPfgYlDF0OwF4aj/wTwyybwXc0kf9OFvn3ddJrWXL+eIgT2nVF6YyaExY7in103RT2D+/801gchWd92g3o80bSIPF0HverBfRxSgxRxEZ3r4jS16vdb8Ff/qig1ETfa8jON6z9I2kYoRENESbS6KtwoX76Apz/1Tno8KyBylKNR173z9JyJSmr4/Siiy7C1772NZ34k69kkP3i+AmnYl75AhS//E685r/T4QE+dY/+89ZYNyIyfZ8Yae8XCcYdDWZmwAftTAtnuJH/SB+czIQIs2yCbORUEh3wOyshcsUpa5uWw9LPs6NLgsWWmuk3zkdftyRkGpT8b3q1Ac/cvRmh/lg88n8ST7VSLIvPgswcHkaJUKaa/+FG/ok7hcBERFul1P1DVjV8SliPFeIG7ChfBe/4OthYBsDR1vwPRf4d9jyU94/HZ4/8GOPEkwZ97NQxbiy2UMcyx8fgKmadpuwlelp77OAB8FNnI1gwB6pnhu4QPFbkv3/vBizY/AvMKMpdiNKwgWJrYvjhBb/HU4vn4h31ECZePDbj46O2QgTtpYiw7Ibk+032qsrZxfjgeAVbSHfUtOwczmSHwPas4gy+u/Buuq9+p+tB3MY9rf98itOJyQ4JAs/hYFcQRQ4LvjmhCd/s/g5umZ0PqwR0kFIX1oKTOCCNCP1Qaf/xyH/t8bhpM3Ueq4Hs55qR+p8b+bfBpmko66HrIhb87xO1H/bMPnToEGqSDORMIEYzyQ74BB+PtH+3yqHZQhfGo2112N+1C/eTFhq23EXfCBRVwd8eW4twO4fjT6nFZy6gTqHkw2+pqqH9zjvhXH4KnCccn9UDPNKaf8Pgzs/P/8i1+kuQ/9X6z71SBbRgL8qEXah0duBn6mKIg/XqygHGWBKjx9z1POY3d2LN3PkpjxGiAUzZ93e8FZXhHp/aOkdkhqBF5fQaLbJpDwXjnikKjz1TrkGX3QVLGrnQBZuYAjJBjAnGDCfyv7tB1tXGZd2QfmJUyH84FAFIpQQUaGIqoRkq8v9hgxhcIYkaUKSLgjUGBG3AYR+ta+RV+nntyemVNo8u/mfj+xFUC7G7ZBrEfCsufakBeybSufXgbm2AQUjI/9yogP3Tv4SalnVQO/ZhLJbTaw70QzC5ELS7YIrF9F7A5LktV/wG600SLIjhogzkP2Z2QCE9mImBbvOgRhw87d/HRLL6jRKG0Yr8KzJ4EgGzFOD7c6x40skPez2RNHjiwDQi/yTab8xd8rMBWz6H/i6guzmA6umF+rwJsKwKWJeh8oOlCILOJQG5kX+baAIZBXe0ByFLET7Y+zJO6tmI0vwCBKNn0c/HBBmTy3jSQWqfSeRGfzxr+ZQNyWJ8mskGGWwf1hQISgTCIJF/iTNBY7XzciAIX1iCzKKuAiv34e32uBFGjDKSRThaMBzBXSzy38fI/2DkhsBsIdfIPicjurmi0PcezCEnAmNT9yRj36jd6wfGANHeIn2/4dUotnVtw7LyZRgNkLUksdIbw+F2fkVCUyIdyetK8kzG1jEnY5v7CK7ifJhloRkhDi6ClmAYpZNcKBzj0jtaEJDI/4jARGcDmjjoevvNb36T8X/EFuiXQzCZ7LDFJJ38E6E0mzUfcs1SfTW9fuhVLFUY+ecBNRSI73PWmEqpi/sWfLC0ACcefB8DE4Sz48KJF2JP4CEysxAUeEyumAdBFIjm2gBLurN0PjoqLoKC7alrW1Hi96feZx8w78fyTajeugmdWgu2hldk/Szrn6fO2ZV/24sTvzAN3X0+9BQexn2iG8cVTYG7yIbujj4EIr5RifwTB4qqSfFMpPS0/2KXBfMjhxB914zLPQp6PzX0+Thaaf+uw6342rMx1E1lbWeHwOt2F8qCpMW0ogfATBYVpISdtCCO1tdDKqBRc4kIXg6hWzBa0MfXPg7u3gPo7svd8WjYQEJAwKKJy/G1MRpabGF8g2VrpWOdYyG4RRcgeJg6y9Ij/56iWjw/rQY2sRNXpu/JZjsEKQYJdlQk3d6fvbIXOxu9+FZHux69P1TGoccN9GkK8kURZ5WXYEdNPtYf7kUoJuPasTLQDOwea8eT03lY3vLhU0wHJV6+OFjaP9ORiVbM1Yk/TDYcimrQZ8kgyTIG+c+15t+qaThlUxjttcTH8N9H/oc9s4ci/p/g4xf592gc2u00SlDsox7zjDW8Q6Cz9QDmbtuF6TEznB1U9ZMg+fCbpirw/vNxhLdty3gIkMMnuR3YSMn/RzXtnxgsPmsXVE7Wa7PXrd0OLhbANosZsiuEqHJ0m4wRrSbpjiGjZitNQKbd6oQ/0oy9h98ZEBEw59Ex6nV69PZBucAwGHhNQE/hdAimaTCnHcKGQf7I2z/Bmr2vYOvh94ZN/p1RluKmUC/xaKT9R5n+AQ8ZK1/fo6f95UL+j8X80Vvw2em4qbwZHpW+58E+qiw+86CAi1sOoPHxfdjyBhOZs1IPuJH6X1X9Mly1D6GUT6R4/+Dd0MDIP6ehUOERdE9ByFYCKZwYBynYj4aa09E+/rtYFBX155EvXuhBrzQerdJEPeMgHWQ+8Ew7QlFFXRNisLT/UBX9jDsr7KNK/iUpBhNLseeJgyFJ/HIoJBuepPWYQVhJyn+mVGXVQtcCIf/GvPFrqh5VCuTRjAbeiPwnMYZMc5lcO2e2QWMCWoKoxsfsH14vXjrpRJR89nP678ZSFQaps51qKQDPSO1Q5D/Z+NZEC2JCFK9PehBFbf/QU1MHq/mXOTM4UdMjTH2hQmze2w0rK2MVWR0673DEI//JYkyjZUiT+WnU/Pt7InoqLRG4HewMIOvN5X0F03c/CJPSMKz3LO55ExMOPYc6X2o0Od4lggl3CoqEgs4nYPa/DDvrrjNqewVzqJLsDgJtkLWTTPL2FNfoGVkiKmAlaf8s8r/esg99W67BprXPoKQksX+MlPxLTa9ict3jeLlvZD2zdb2LGB1Pm6Qiz5KHzVdtxmsXv6Y7AQj6WvbC1X9E7xqy3iJDjQbikX8Stwy3rICJ8yBqyYcyzLOWvJ/LT9cp0UW79tTv4Ctn/lyfX+loqqDrMGQzpUb+FQUhToMY9SIYSH0eyZbc09mld2WpRmtOaf9HdvVAkFS8doGA11wW/L7Ag3pzBFf9eCleabgnnq0xGjX/Rk06NH5A2j+BEIyiZq8ZCw9WwhkpGFL0e7TS/rfu6YaTlJ7pGJz87231wdkjkNxImBRZv8b8MpbdZR8D7+59CAZZNJ3T9FK1YxX5l5nYrMwyeHKBUbpjzPGVXz8J236wAtPLM+/PISb2zBfzGWv+xzmX4sy661DTzcoIk7CHm4S+CP1sbf2JrgobG3qxpsGLp390Db58o4CuPGKvcFhtp49dpKg4ZQrdP1bu79LT9An6XE705HHYEVPBMx0U8yDk35ivRtp/hAQn82kLxXBXGH1r+oCGoTPCyFkbGcqusObBOvlsxER6DRJzOPxPk38SUS0oKBjwVVhYqBtBJ5100idR/48JSOS/pMaFPqeATkb+S/o0mk7DRJGGg4CvC2AiVg7mWCBIXmgRpqbec999qDv+BLT/+K4B6V9kQzPauOUaYU0WCcmm+P9RIP/FtmKovIqAldadeg+3oitUie+45qKh4O9oD1KF6qMm/9EgQuww4UKJDZ4cyE8uLMG3r7FizVJuQO1l0EQPdV5Qhk3+zSTNktUzXntCatqZQaQ3HViJf77367hRMpy0f6uFzRNO0A+L0Yj8R9lhBlnBmS8+BanxyEcq8t/b14pJu/6EOTt+j0KVXv+BvgP691O2BXBG2370tUrobmRz3uwAao6Pp1xWtISwePMBRDupIBbpSK+E+wdcg4lToTC7iUSmpFDCgSYF/HrmAYFvz8o4+TfbD8cFrDTPwD7GXJIRU1XkQmW+fdC0f4nNHcmIMo8S+Sf3zMRaIk5oiumRglyRXPqxejXN2ElO+U+P/IdUKrDV05Ig//2KjO6i2ZDN+YiYgyifQ2uSiWsk+TNm+ty81RVXz+asYnzfOiJJaLU6UVFFW/vxLJo6WHutWmthvB+2zBxpuUT+L8NKPDn9FRwu3IExnRvp+w1C/v8eOB6bOmUcGHch2kznY6zEw8KcgSamQM9bhDj5H816/2RDzxfqwY7m97Do3LE6+X/g1vdgOTAbRUwNemDavwWm6H6Udm1Bnjy8HvAc6YtH7nsslXzE9w1GzEUxhr+e8z5+c85a2MTRyz7TI/9Res80VvOqhnMj/02FtHY+ZI7BWnNCnPyfuF3Cbc+q6Ht1H7jOEkwl7T+Pgvyvqd6MlZPXYOck/4ivsY9kJOolM2ZdlV0nDQfeArY8ptf997Zuw44aL0LcbtRbSNp/UuTfbEW4YQpk1v/cMZOuw+FAjNB12iPLsLD7l6mfvWJkzGnmlLXNWyz4ZXkeNo/ZCQeX2E/01xF4BESmZC4KWfc+iQlXEpzzlVlwuCwY27cWzSxNu3ZzKzrvuRdVSXbQaNT8C4H3MXPnX+AKr8b3zhnYUpSTYoiZ3Tgw9XaUrF4ypCbOaKX9+8PheEaToSuRDY+srsP8Hc/g1FU348j+J/UxKKl1I6oGwEFFeP9+dD36T/2x1lgAtmNI/uEScKTqNHRGspfrpMOwgUxLTHjhrT9i3W9fwSs/WYe97w1sO0vAafQ+V+WbM0b+TUz/w866l6R8RkcB2np2oKh7B7iwT7clyVd9J93jetU69BLnArvvr45V8J22Nlg/d22c/L9X1wW5t0EXUuxnLTI5b2KMM3XOMECyZIi9GqoPQXhJwE1zb6L/eO9ufM7uh/zPFoibszsPhtXuj+Pw7aU/wIyK6fqvRqOy/2ny/4Mf/EC/Ceeccw5+9KMf6V/kZ/K3G2+8EZMmTcINN9yA+++//8P5xJ9g1GB1mHDptxeiZ5YL7Y4ChDx56HVxNPKfqXXXEAj29yDKVIHdhc7M5N9KF7cmSVC6u6GGwwMi/yMh6R+XyL+hUNzlaEGh2ADe14JX+m7HObtuhydSfNRq/4m0/wC0/BV4f9nPoAQTBzXpBWzngxgbs6CmaNyAyH+djW4JnHdPSr/qbCBOGmNc7RxNTyewWFI3YVLHlekQLy3NvbWhxZXYvO2ieVTIfyzCUhkZKeKSjKSPAvmPRf0wBVvh9jeiQKPjt6JmBR476zFYQ27IjNTG0+XI2v3cy7BOpJHpeYccuOJFHxSWVmc1A8Ws4X3yvSfBaJml9RLyr4QTxpcUDcejiRFvq37txFhZ1kQdWMgiUhQ7QIWDCF796vH43afnDpr2LzKdCF7jR5X8N/f40SI3oKB3Dy54PTLiyH8y+c8W+e/yN8VF5siYkHnTpyporqC1qCVzBDhd9LodRjnAYOTfZMH4ugeweMOdcJVH9X2rLL8G93zhVdRET9F1Ogg4Rv6FLOmeBFLJVD3DhUBJIhCZkGx8T7L6YD7yiv7z+gVOeK64HKYkh0c6RKsDYUWDibWTsmlcXEPEyiLgEmkrybIdPgzybziD/73uD1hw9lg9okR0DjiNhyRLmdP+SXSTTT2NPSYXEAP4X58/H1/7UjF2VI/N6ETxRd/E0nXfR5H/RYQYMbQPYx7mtFcwZXeV1cz+avWPsz4+eV1pJrqvykIM1rEnxsm/YKGfs68/Dz17OUyrWnRU5H9HmRkvLuGxv2BkZ5ye9h9ibS5FB6RWRnBe+Sbwwk1A51402mX8+mIBf15M12cy+Sf7jRL00uAG2Z/SsjSGwj/2/gMfXGqG86IubOg9ArOJtVm1DiSIPepE/Xso7BqwtstcDfi64w/49cJUBxNp9dfn0NBathStBYuzRv4jrDsQ0XmpYQ4M6cBbaGPk37VhH3r++ldUJTl/MgksDjfyb+o8hOKenSgPtg4oB9zW1IduzaNnqBEIadoXH2bav2Z1gmPBhKHIvypFITIiF4gq+pw66dOTsa/Qi+LuHdAOHUKsn763yKs52UCjAXKerl9sxsHxF6LVmRAdHgqGDcSfxGPDv/6E3ne3wNsjIxrKsn9pdJxsTC8jPfJvZ3oUc/ZJGffU97b/AbN2/RVOfyu6AzF0+qPwR2SQ6VDv26k/7vzxtMXwkSkmPNfvw/QlSzChJGFLRTsPoX1THq56uk/vUjNGpXsmydRyuQbXfiH3S+qVMKYxhDndR4DmTdDW/A4/OYlHoY0btJx3WOQfQJGtCC63C45ACwocUag5BsM+Lhj2zH7//fdx11134bHHHsPNN9+sf5Gfyd+IGBIh/b/61a/wu9/97sP5xJ9g1HH8xCIsOXk+dv7xZ/j5ZQKiI438e7sQNdMF5ilNRIaSD7+YLXUjF/LyBhwCR0v+P8qR/ypXFb63+Hson9KLbs8qdBVYEVFdo9vqj0X+Fd6ue+I9fKL3d0xRURp14Jx9N+AM7poB5N/pex1y8M/gD72UU8pb8pjaeZIRSJ8jZlDJTW/hQrKFMgkRZYPdlSAJbotldNL+WQRUYHoEQ5H/Yy34p0oR/HPKCvxh9kWQi+n1E8I3u3g2LBEVikH+06JPS84fhyvuWAhZpt03jOixSe7BM5fZBlyDWY3AX0/bCGqcCUokYRQ0nD4NH0xjKYlyTP9cJKoT0xKHoZIhVbHfR7MNoKngGbEfLO3f4qW1jtNaJSJNP2rkv7UvhM1FBzFnxx+hkPaXJ30r5+cmG57k7Bsq8t/ScQSXfWchvvCbEyCIvD5vgkI1+jwTwWkKPnXCbMxaMganXTsVtUUNQ5J/zmrFB1P7sXZSJ1xjivUxC5NUZsEMk2ZB13334+lzn4ZZoOteTHO6JUNZeDmaly2gv7AMrFwi/w6LgG65CuO752L7opkYc8cdMA3itCOfMaSqeq9sgkXleahwGGKBdF75k5xFo532n5ziadR3KooKVdVSWv1lTPvny9FZPBeinLvejapomLT2dJy7/w6YhFTj1dg3YoUR2CK9CGg25PsnwRMuGdW0f7KWZdZxw6gpD/qpMyATko3+ohidewoXo2n/JVOBhdfDWUzvMR+jr5PvKBqx4B8Z+1lqOSp8k3CWM5FdNey0/yDdUySTA8EjTXhsz2O40g0843RAa9uhK//nh0pR0psPvH4fAjvejBNf8ny59330yfQ1YlnshGx4Yt8TuNcaQsdZt2J9a2L+mjOsudOaaFp0qT86YG13TXwXF1eOQYOYSsjNAg+NK8G+KVfBW/Cp7OSfpaVbnSZ9H/7rqnq8nrccCsfpHXva+0uwcf43gTGn6I8j159JU2O4kX+NiQvmZRAL9YZiEFQt7mQ2HLnHIu0fdns88m+UmWWDLAVhYuTfH02UUUUqaiDxAiSnG2qQ7g+1JUdniw2X/IcFuj9pwxBbJuSft/K65oQ9SsbfmlJalo78LnptFSxrPz3yLzBdDpIjmI4xNhlXTOfQWAS0FgCBiIQDLOr/ky0P4JpHm1HTzeHiiRfrf7NWWfWzkWSGk3n68LULcdW8YtijPehvsmHmQRkk0aW56SBe3PAQ3t39XNY2fwaM+3VyiR946hpg9a/BRXzw8RwO+7VB7frkc6Y/l7r/V78Fa+c6LN70U5xSfRD8MXIEHSsM+2pef/11nHYa7TGZjFNPPVX/H8HZZ5+tCwMOhZ/97Gd69wByw0lN2QUXXID9+6kSpwEyOUlGASEKxBi/+OKL0dGRiDgRNDY26tkHZJMgr/ONb3wjXgtjYNWqVbrBRg5J0j7mkUceGfB5/vjHP6K2tlafQIsXL8aGDbQP+387PrOwGj+7YAYW1dLDfqTkv7/TC40YHpqKorJE6lLyBqM4BpL/9ENgMIKQDcmbxkc58k+iPZdPuRzVk2/G3fLl2B2phsYOrKgYhpVt3iN+fTaW/ev/jWiYGjclFYnIP+kLe9VmujbNEiVyyZh6sAGnb9wFd47dHpIPbSGuqQ5sbBpoeKZv7MOp9ydweEjaMj2UXDbLqET+pSgzGozIf1Jv22TyT8gQEX0jX8eS/GtSBF1lS9E55kSsmHkVbl90OyblT9KdOHY5Ej/s06NPRPCpsNQJH7PfVGaUCVwURlAg+RqI7yDcRhpXAQfHiPCWJ+7Vl2Z9CXPzmDBZUVX8ebGkfsTK/rcHfP7+aCem7X0EE+v/ETc+B0v7t3B0bE2yoAtppT9+pAiGY7AwDZMYSfktSrQPGwrJe5MR8STZKsmEPzny39LaguJqVzz9nuxFtoJz9Z+Lu7fDzkf0/09eMgYm9+CRf3Ltgs2Cx04VcN9ZAhylVZQAMREv0i++/YG/YUrBFNinzdL/ZC7KTlqbgvXYKL2Mvvw22PMGn7/Jxne35kQ0OB8r6q/Fkh4qMDgYZllbsbygH7tttIRpdokbd9y8CKdf7EaNfzVMThU+1lLvw478E2Le0ehF5+GEsTcY+ffnnYZd07+AiGVuzu+VnPVi5VJbbBlnUZA5yqK+eThvz824YsN5ox757+pvRYn2Bgr8VPWdZNXlUqo1r43q82iIwRoLAxXzgXPuhrmcdp4RwrSNnsdRPOLIvxxTcFLX53DunhtR7h9ZJyGyXwRCCfLf39CIjmAHdnASDppN8LWs1/NaJncuwgJhBeZZyxFrr0+J/Dun74ScR9+/bZsVYJkoucAbpc9zT7sEbX66vlVNAc86pKR8VnaMkHaeKcGP5hbc9uYluPmdWxGKpnbJIpF82XgpLrvaP9nbz7lxFk6+crJ+fm18sQG7154Ks2xDpasSgYgAv6sGisk96FmVPP+HivyTzL03TDa0nTgVe8Ytw33vUd2ZZLvCpMrxzL9cIv+jlfbPWV3x89uoHc8GWQqhs/Rs7Jx+PYrzp8ev0ZXvxkXn/BRb7/gjZNZa1WQ7Nin/+nuRTiyGyGiOWqMk65J8CS76OV0xohtA76nFltkJzHF0HyIZUJnIv8hK7wzh02QU2jRcv5TD168X9SChLxpGfYdfF0ed3lyPBQc0VBeMR34sH5qsQbALmLNgMnoefgTNX/2a3mbxrpPdCHZYoMZ4cAUetOx0obOjBa9v/QdW7XxmyK4vZM7yNh67S0W8QrhEx279718qKsa4v0wHN4kb0iGca+R/fd1z2BCje6Oa5Az/nyX/xIvz4osvDvg7+Rv5n2EoD+XBIXj33Xd1Yr9u3Tq8+eabujF/+umnp0QdSNsX8tpPP/20/vjW1la9HYwBYowT4k+igGvWrMGjjz6qE3tSnmDg8OHD+mOWL1+Obdu24atf/Sq+8IUvxJ0VBE8++SRuvfVW/PCHP9QVnWfPno0zzjhj5Mq2HxOsf/EQ/nLLKmx6pSFOPKng3/Cjqv5uet9ExQ+3J+FlS95g5KQaWgKiGj1Y5D9XkpVL2v9gSs/HGmV5dKwPBOiaIX2gTeLR944nmyN5DdnbipYYNXjFKbRuiYD8zxVjrY7UgeQ/yLzO3aoLEWnoUyh5TFsnJ+5te2Dg/EnfE4bbK9rlKAJvdAxQRof8e/1d2G3apqf8EfCG1ZZhTo3EKXX05D+GU8ImnBwxYUHeibhy6pV488ibeLruCVRbs0T+n/4c8OMSYMeT8LN5LsohFHZvRo1lK8JMGT4l8m82xyOHTSUmdFQ6UuZMIEiNK7FqWoL8E+0Fdj+UDPdClYMo69iIou51OPPe9/DnVQcHTfv3lIuYVPckytpXwcxSWEeD/PvDUVhVg/wPb30l1/wnp/wnr9PkeUzOp2Toaf9Kpf5z5bdPwxZbp96uMf36s6b92yyY33QmFjaeBTlmp6nLqowQq32OyoJO8mZfOh8nfXoSquYM7L9swCyYsb1iJdYtegLTjsuetk+QOIM5tMUscEh0Hs321A7ZIq1UDOC6qRpKLD3xNOX8MgeqpouYvHwLxl0moz/JuP8wI/8LJ56Kf/10K975Bw0qaJqqj1+2tP9NEbr+66z0nuUCJZAYjzEhR2bBP6EUB8ZdgIbas/XfRTl61I7e9M/e3F2PmsLXUGV7CW/N4dBlz16oaqwrG8fFo7UxIQbTgZXxx1hc1JEkhqgNVOBmrfVGYBMRJ4yBiuaRRdDInrt69wvYsfFuRH1rYK+pipfRkYh/Z/s2nLRTw9mbTSlOHiPyr6+dkIKoSP8ejTmgJbU0HQyyKiMc8OHGFxWs/+o9sDPdEFmNZTyznZw3UY6RlKGmRcJQxTJI1hqoykDbpomVS0as2ck/IXa1M4swdnYxOoIxVIY5OFUTZradpJP/CNOdIK0JjevO+DrDSPsn19jtWYy9/E14X7gC7x9gWV3G8yUV26QJ8bkEk3rM0v55h0sXEq1sXoU9PYnsrEzoI6K2rnHoKp4Dk9kTH4MJOwK4xe9AX2cY5b2bsGT9HVi45NhG/sd20jPAzAISQ8EIcIpOela6JVM8GGC1Z+jFp/uLGflnASfjfhMnAhnzIJs7GjdQ4M7iyMMH3q/h+nW/xtTOpegJ+fV6/yp/B0yKAslmwrKFF2H/nv3o39IP7/tejJ80EV333gv/a68hum8f4CyBXzhVf728FWdgwRhaSmQgl8i/6BGx9QQPflKYHxcP7GZOH2uSXtDRpv3vIeeBm84PJZiZU/xPtfr7/ve/r9f0v/POO1i0iN64jRs34pVXXsFf/vIX/XdC5Inw31B47bXXUn4npJ1E7kn5wIknnqjfoAcffBD//Oc/ccopNIWJiAlOnTpVdxgsWbIEb7zxBvbs2YO33npLj8jMmTMHP/7xj/Gtb30Ld9xxh775ks81duxY/PrXv9ZfgzyfpHDec889OsEnIO1lrr/+enzuc1Q9mTzn5ZdfxkMPPYTbb78d/60wmUmrGg193WE4bvo57j8s4v0vLQEmDMzuGApygJJFUelL6dWZbNiqaYtbj/wnHZ4jrfn/uAj+Eezv3Y/64C5cHRRR1kfHLCwGUGDLLqKVK8ghTQ5LYnRGovQADSbVbxc4zBCZ11fKQP5j1hq0lZWhpKYIjb0hTCodfDNONhZKOCuoWajCkkF47Ggj/8UuK8YdeEqPMEiR/lFJ+2/qqMcG979x86HeIdP+ByOuHwbovdGgaBp4jkP/kRaoFU78cSuJTsh4KmSBXGLJoJKrwRfNx74PBAhWctD+C85gG94d+yj+7GjCk6wRR/K911P5rWOgairmFs3HCVMStcs9Dz4EW4sVIVMZZDkaf54c7IPJ6ocsihlrpIkAGTFBFAHY1+7HcYEonIM4UDylduS1voewmXweAWTajgb5D/dKODVyKT5YsgKT6u8AWjbT6GYOyGR4Jqf8G3OhqKgI3d3daGlpgbc9iO1vN4HjOX3e3PvC13DCghV4ZrmCzt2d+NtJ/8R9T/pwqKcKYmEl5J7mrORftJowu/VkmFUbYoo1Pmb+iA92qxsxkwtKby+qplagaurgQlHC/jd08lISOITg7MNwjMvcCzrZ+OZMFli4GCIaTfkOPP4oDj2yAxPfXZX9jcx2vSU46ThBdocwq1H+26Hn8PvaKlwc0bA0yYHwYUb+O5niv7eNknDFUCzPEvnvMKsg8nf9TJsmFyhsDyS6IU41dU8yHNEB0YPG6kTrNof16B29yTD2oyhvQ96sEO6rzEOhVRly37bqGTmcnq03Tg2CI6SWiO2Ge/HSznZ8kZzngS6gEHBZPeB5YUTkn3RaiP/MMnyGC73kJRbAfVtehXLddfj0maejtIEGcDpEAZXtjbiu042DHN2fNE8peLsntea/R4G33At7sE13iCrtRyCWD11j3R/rhyus4aRdGlT+XYgsayN5PiWjR+xE9cE34HUE0B1NZIOo0WgiOs5a56W8j8MG9NDSq1zU/uvbe6HadgDBOZjVdhKi4m5EVfr63aS9ado+P9K0fwLLJPq6JrEfUSlRSkhAAgWtciEUnr6nIsjHLO2fd7jRUhiCGnkaG3sIuf1p1sf2KWZ9bAliikyF9vRuN0QtgLRpjUDu7YY93I0/bGnBnZSnfuggn6O4L6y3ARXUYbb5Y5F/pyQgYKf31JxBh4KgyNQGHOqB7KBGgHG+Gt9j3THABeRlsEWJMzAGPwRNhKCa4A0HYBFFzI3QTOy8GXNw1Yyrcfdrd6PpT1T7Zv4jy+AImxB4623433wTlhtvhH8bfW/3Gadj1qYjmDtuO+patiIY7c+J/Gs9dC+JJGV5+FimoINzjBr5t/ImbBkfQ5n5m7CFanHOkX6U1By9jf5RwbBdsIQgkwg8iYg888wz+hdZnORv1113nf6Y2267TY+kDxfGDTEyCIgTgEzw5DKDKVOmoLq6GmvX0vpU8n3mzJkpwmGE0JOajt27d8cfk16qQB5jvAYhEeS9kh9D0lTJ78Zj0kE2S/IeyV8f53Z/q7a2oXVfE/J6IrhhyvVENnrYr1VbyWPO7q9hgvRYyt9TDHiXC+NeeRkiI368O+9/SvCP4IGdD+DeHXegXEiUr0RIvT9Rah8FkLUp5pUilE/TNF/e/3JK2x2e+fxiijRACCjqWoy9U65GnlCOWIZ2PulIPrSd5hBuKL0YlsKH9frF0Sb/RC3eHdoLpWWdnr43GpF/kxLGGfmJtjVckqH00SD/gMgixcq6d7GycaVO/HlyO0MhaMyQTIn8Wz0IqvnYtKMQDo2S3PoxwMYp9PWyRf7r5p6I++y9WLTAjapoYi7uXf08KhregzdWj+6IL/48rfsIjlv3fUzZczvcjoEknZC+rsJZ8ObRNHvS6m+wrJ7aokn6d7uiwWwavch/OCzpQlAax6OGDwGN63J+bibDM1nsz4BRBkAi/yTFeffqVtRv6IjvRWF44WJCah2H+zHjcAzzg2bwFjrHspH/PIsIi0zvseguTJB/ZthLZhfk7m74V76DwAcfQBtEltgEDlObNExtUBHqHjz12ohYc2YrLJAQUN1xtX6xcHCVdM7sQINiQpBFlyKBGA5t60L4oAu2mAs2Tkgxvj5M8m+0+zOgsNrgbOTfVMnmmyn3NE+F3TuSeqylRTyNcdwtpp5JRY7cNQVyAdXh4BGQHRBlunZDcvaUdmNdWTkOU+oex8lrbsZ3tSeIWiPgbwN+NR5f4qnIoycS01PSyeu7bQX6nM6FmCbD0FsguhekdeRIkClSTVrnEnQKIuyahoqQCpVlQ5lnnAxzcU1K5J8zl2Br1VuYsePnqGpZBcVNSxuGAomiu9hwmswKvIFOPLH6XjTHtma+XkHBhEPPw9P3dsrajoaCcfLPpzmKCDwlLONEyU7+2w/5sG9tm95OtK9uDe5w/hgusRUWxY5FbcsRE+me0hHoGbXIP0FZiM7t4mAM0TSBV0L+36pegL8udw/ZdWS00/5Nzjz88hoOP7haRJQbPCCgxaxx8i/rhyh7jQI6FpPffAl8Dy1zaYwduxpvQv4jbE/PlZYZ9o/oomelM4J42r85S9r/Qk8AEw8+g7H+g7qujnG/jfE+VP8GJu//J4qUhE1kwOrMhwg6vpe8LyDS1oIfnDsN32K+Lev06fGWuAZmzJgB9wrq9CTkP7Rps+6sVlx2PGLaCC3owXUrfoCTZlxAr2GItH8yZ1WmORHjOb1CgoxChM03B58b+e/Pga/ZeBFHSjmELU6EQhqi8XaS/x0Y1uwmk+3zn/+8bug8/vjjeno8+SI/L1vGakJHCJJ2QtLxjzvuOH3CELS3t+uHWrpxQIg++Z/xmHTFcOP3oR5DJgCZ/CRiQ8oHMj3GeI1MegVkMhlfVVW0Xc7Hsd0fQb7GIyaw/sAZDNFccNwXfoTjVm/HSX9PpA4OIN02GyzjxsE2Zw4skyZBLCoccAiMhGR9nMi/kaoYcyQiKGPsJlwx+YpReX0ynmJBBTwuSkgW1AmQjHR53QCjG2UsQ+Rf5OnjnFoUYaaEPxiSjQW5IYT3txYiEvbDkoPg33DT/glWfyaIN78Yg6kicfiNFGTNc5qKiGDBg6cJaPvcGeCSMlaSU77JnBpJOcrRwLg3KqtXb+o6hK+t+pr+s8ecjw+u+w4sS9340j3LMGFBSUqPWhvPSj5A14U7xMNMQvA6+R94DXqJgRzFxQfeBb5wDXofeij+v35fF6pa3kUjtx5t4a5Ev90wfb0iSc3YHcTvNWPnzC/hSO2V9GOJwqBrW1Yt8Homos85FmZ+NFv9USeWoMT0/vPDafWXS+Q/ue6fzEnFFNbJEjEWSvOqMaWIx/01Xbj2oYM4fpeKKEfXjEnjwJvpZ8mUxUKunWvfR3VUdBV9MT5mAabJETM5IbW0YPftv8L2236JcF92wmc129FVfALeX/oTbPpgcLEzwxjkTZT8N/H0DDZJQQjFqVG/dHBmJ5pUMxZu70d1w7NYfN44rHvuIMS1c/G9p4qw6FUu3ubvw07794e9hnakftb1hBsHJf+FjJBVyLk7842+3KQE5uITU43uhFBoqjPBlENkdDgg86KycDwO9X0H73bcDXtEgxYK65k8Q0f+SWtXkjVG1oY1rvY/wRHCH+ZciNg1X4fDQ+ddvrN4RKJ/Rto/2W+trDPFcEHul9PqwaUnfx1jLCejfk9DIu1fFPQqZaVkUTz1XMqk9u+j+4mfRUaHKmFJrvcnkX/9Goh/JOzF+3teRMCUuSWkwDJHyG1O3vNCwf64IKOQIQPiyun0TBRhzkr+6zZ24O1H9+LApg44GlfpLeqqy/bq/zu8PoxoHj33vUwcMZea/1wi/1XMsVgciSGWRv7DkoqJpha0F7Zgc8XrKJ5hPmZp/zeumIFuP3THIse5U7JM0nHD8WPQZaWvJyWR/5lT6Z7GKRa0lS7Clsmfhp0funR5tEAcVIaNpsVF93JL+zci//awBnPMDwlyWiZgEkqog32bPB6cIMbPV2O8Pcp+VLR9AGdsYKtAe14hBOZcscomOCPUtvDtpA4wbvJ4/fvOnVT1nxM4uKvdcC5fTrwbiNYfQM+9P9P/d3BmPv6y+0FEO+jn3Ne8Wf+eS+TfIP+GPpmPBZrIfXeJrlGr+bcykWTSBYVAiowsY+m/gvyTCfrvf//7Q/kgpPafeIyeeOIJfBzw7W9/W59AxldTE01z+bhG/h0Kp5MgAnn1n6EdfGfYr9XZH8Hagz041JVKvjPVSlfeew/GvfA8rFOmjErk/+OU9m8YLP2uRN1ctbwJJ485b1Ren5BWYvT4OR5OfxNsYS/CMj3UtzT06H3ZCQIdCcPIgIvVfVtVAeEc0uqTjYW8FgnFdSaElCgsH0Lkn2QvbNbGYq/pBBSWlRx12j+Jys0bdyrG7f8jlgifxZJbfzpQXIYZx//JyL/CiLVJThzoLksx7urOx+/VGog2K4Tk8bZ54uSfV3k8PGcxtk47GVdu+QXe7rsZYSlz5F+TY4gxKeTmpFpYIULfPyzYdAeB8bygZkFPfhAllSFS9D/g88tMcIo0ESQg3SMG003o7ZGwdc5XsXfSVRAYuR0N8h9jNZSaWULBxOCwWv2l1/yT9P5Mjt5kAcCOznbkj6Hv8d3LHsTkquMwRlIwuU7G2A4NYVBDy8Qi64NF/k2+BEkUTYI+H8m9OtSxB6bu7bBGvZDa2rBv0qexbc7/obsj+5owiTbIohkxiweRkJJb5N9kw2/kS9CvUtJnkoMQiwYn/4LVCaugwCwFMO7IW5i4sBTREL2OMm8YDrkghfx/mJF/AtFBjcXjL52ItS3/iv89U81/TQ/9nFW+EUT+NRmixZpxHMPhtNcbIkI5XCRrdoQkOx65R8Hn9pakOH0zkn9WehAXnie9683UqBdtKtbWzkTzlPk468szcYB/HY1dVBR0uKn/cfKvKiiIjkxITW8xKog4afJZGCvUQLroLBTIdLwljsMLZ9+BQ7AkyD9pPRsNxksQyfOlPnof/EQhfRjkX4/8s6OOS0qpzqQJQiBYbAjZiqGKYxCNJNa2r88XJ/8f9AzM/hgrJYIYMdaJJmurv542VL/1Hg68UIrCYgvySmyIhhVEOLr3ePu7RjXyr7J9nNSLR9OyAkmbwm8Ij0POa8DG6lcwdkn+sVP75zhosoDPbr4LX5l5z6AR2nMK21BqY519kvRfyqvpfhF0jEFX8Vz0jTkeNjaOxyry37W7FXO33Ysp3U/l9Bwj+OFb60P5++XovfZ6vIcmrK+NoaA887yUrR5ELB6EyOLguAGR/+LTyrFlkYwN5b6M5F9k+xbJXiniFWiKgth+uic8qryvB1RIGbbgFjDtr9Nw2auXQXXY4FiyhH7mI/Wwl0SxZZKKomAFEBEQk8No6Nqn/z+ntH9mvxBEeBFr53xf/1kJKLBZR6/Vn10wwxbRYGLlsxILIvy3YNh5LUSR/7nnnhvVD3HTTTfhpZde0nUEKisrU8gBMfCTDQUCovZvEAfyPV393/h9qMcQTxDZ4IhBRw6ITI/JRlDIxkmen/z1cYTdbdbVask2GLFSI+z2vu3wtgy/08Fzf9uGx367Eb96koqnGUiPmPqefx5tP/oRQhs36n8b7VZ/H5fIf4eLppe5hTZIQh1sOaTK5Uz+o0HUmTUs2vxzTD7wHIIxZoQGwijw7sPE+qex5cCqAeTfzsSwREL+sxgfyUg+tGNiKXZN+xz88nkwE1X1UY78B6IyZjZdhDPqrkNp/qSjjvyTuWYxUkI1GaqaOhakJteYV/8pwT8ClanqK6HEoecSaWlUxjljzYOFC+gRIaOn+uRW+lqdYilWNyoZa/5LZcCTvwT14y/CwQ4aSSIQo7JuMKh8HrhYoua/dfo5qFt8K96v/Bba2wfe7/Ak2mWirVDMKe1fIn1/yHWKAgyh5dEg/7VWOqePeCT8fZrlqCL/6WJ/GRX/W1r0Nn8GmroOQLDQa3OGgRACAyL/2ch/bVI7MKN9Jpl7K3c8DWnXfSjq2QWppTVOKERz9qiq2WSHxgz4ZIX6QSP/ZisCsMOssK4SUhBi4eDkn7e6YGNRNfJNi8XiBrkohaDZrSnG14cZ+ddhoQarrzM86PwjwQ2jHp0fhmlkNcVQ1bQSY9rWwsSiiulnkXlTqg2zP5Kb0NxIyD+YYvcl1efCwhz6WQX/eB51Ey7FBxOvxxc880mvSFLzGHcAOLkwugJB5FfadHJpiCUOl/zLEiOOmopQUleY4YDM+yATuiQtZXVxs44ulDnKUOGswCOt7+JA83YoPL1midMgMqHPOPnv9aPcNwGt42/TFd+Vt36T03svKV+C2W2sRMAqIt9ZgoljZsNlyVwCI3iKsG7xHWgc/z3EkkiD3x+Op/3vDQ1cR2M8BZix+wFM3fNHSJHAoK3+An+7H1qdAjksYPfuDQjOTLRQFC0Cehn5H62af4mdJxonDkj7//zxY+Gua8YF72iYfUiFw+I4Zmn/BD99TtZ1K4ba2/b7DqOTp9eV3KUhfwwrlXGMgUwcYOQeGulnx4j8S8JY5PfVQ+kZGHXPBMP+kX0y8nx5MM0/F2/WLILiyV6WtbILWLP0J/DWTIcWS+yHxnh7i2rx9/mzsWbGQIes0+0BBzpPVN6M3m4fzrrzJRwpMaPPAUyYcQIOHjyov6bSr0DQBL1E8ZDvEFws9Z/nYqg5pQfv1yqo8tFuF0GuCyrrdJCL2j8xh4zof+TsX6KZ3U/ZLw8q5D3smn/BivJeoLKJBhP/58n/xIkTceedd+KSSy7RU99/97vfpXwNN5JHiP+zzz6LlStX6qJ86YYWOZDffjvRRoq0AiSt/ZYuXar/Tr6TNJPkw4gIDpLDf9q0afHHJL+G8RjjNcjmSN4r+TGkDIH8bjzmvxVElMqZz1T+LdRba5aBGOvHPBxIOw5jesyMFbt+PyjpDry3Gn2PP4Hwrt0ZPcBHS/4/LpH/egutR+1XSnFYNCOqDr0h5QIyniTyH2L1X4RThUPUaJKiMXTwCtSebdjZvGmAYaAW0APF6/EgEhuaXCcf0pqQh86SBbCr1bBk6PObvrEPN/JPXrPQRz9TLe84avJPonIWpm2hxjS8/eLqrJ/5PxH5j6fXMwIYY2mnBMUhB1Yc2YCT63vwxoO7EfQlkUerR0/htYp0DRfZO/TDmqDBOh7P7ZMHtvqzWGBVVDhMNXrqPZ/k+BGjCjbOvx3LcBoKBVv8eYIgo0cpR5s0HUFhoHp8taOGPo5jLafSIv/pY8g76HztdoloDI0e+ecZ8ZB5CSTrfziR/3TDM1PKfzr5J3X/pJUfQWPXfrT72uPkn0QPQxo16sln4Yk43iDkv6Ryov4zp0r6Xp28dz0Zi6H26aeQd965SS22sh/pbqsHLpbWLpNSjZxq/qkxtbbmfZh8/4A10jtk5F+058EmUEPJ76jAwY2tUNj7meQQOLvtmEb+ZYFOpr7OhGOZ2BXJorQExKnDSVsxZd9jMAeoYzoXOM1RTDz4b4xreBmrDvVnJP9yUltMT/dbiHkGtkI9GpC1JBtRfiaEpeXQ6q8xJqGtajaC7jmwyraEY8ziApGJqeXux96Vl2FHy2ZdjNnAcMm/aOWQ1/ASxh1+Ec/309Tj4YLMe0mJ6Vo1Rrs/UvLyxsVv4LUz/wG7IsER0VDb+DoORw+ji1cgMmeFfkkWCyKNIUid86GaxyBMWhd27SGG6JDvrShmFPjZ+NpMmDvuJPzfeb9BgZxZM4CvLR/QTlZ/HZghEC0GOQwxA7n85gv7UNK1FZV9O6ExrZdskX/iiHNVhRH5lB2/nN2AJ5X7Mf+sGlzz02W47tfHxXVBRhL5z7Q+SDo5gYaB5F9/jlfA8u1uTGkuhiAdu7T/jQ29qAgK4DVlQGeJdOw91ABRYhoqSQ5a3mUC0UFWOREBR3ncgXIsyb8sUKcdiabngmT7h9yvFdNKseX7K/CnqzKfUQRyMR3z/sJUtX9jv68NnYdP7f0KXMHajHvqXzfS/UzhTdjXsgn7Yhq+e5WKL94sYF75gnjKP0G+TPlEnbcOrtNOBWezQbTGQDh0V9SLyj66dorHJu7vuHGprVLTYZx9cfI//mQIkoC+NX3wb/fnTP77c6n5X/5dhC2kXJB1Cor8D9f8ExD1fXJYE4G8++67T1fMN77uvffeYaf6//3vf9fV/MnEIvX15MuYkORmERFB0oKPZAWQ9yRq/ISQE6V/AtIakJD8q6++Gtu3b9fb933ve9/TX9vY3L785S/j0KFD+OY3v4l9+/bhT3/6E5566im9jaAB8h7333+/3ipw7969ekcDsiAM9f//ZtRMK4BY44DEDBSzRFpIDZ/8A3RxOeVUEpseMVXYwuv8xS8yHgIjIVnJxt5HvdVfvE7RZBiAPF7LF/Dw7odHMe0/iHCSaGO4n7Xdstjwzc9U4Jar8mAqtwwQ/PMzkqIIGqKMNA2G5DHlWC1nWb4NU8e4Rj3t3yRwMDOHhFOwHXXaP5lrZkas5Xag6nd3fKTIv+GYOdK5DnO2/RauUCIiUNGh4datT8ERtaN+Y0eqwZNXCVQvg81G7+WkI6QlIBOZSqozHdDqj7X3JCKCQpLBao4q8ciyv35t/HmiKCFgpo62UMHMAZ/frdHHWQQ7St0WuK2pPa8H1Fyze8FrApTisaNG/qUYvWZ7JAYX2ZqOMvKfCclp/yTyP/3EctSeYMLvX/oGgjENgtmI/GsIaP5E2j+psc5C/sm151XQEoN4i8uk+3YgEoY4aZpuVMUj/4OQf7vZDQ8j/4MZyMnGd7R1P15csB2Osg9Q2L0GohKBOETNv1wwCYv/7IckAHumfQ5v/P0w+4+qG1JctPNDF/xLjvxHxB693n/P+604ofaKQfd/VWlAefs6WAKJzJehQNpxGmj2ZRb8Iw4PnpXvPHjS+2g8xfWhRf45TtBPcjUcGXLfbpUlBNh64F0FACHEBKzu/xvP9eG2Z1U0b26D3V+DKZXzR0T+SSb+urHvYu241egoi42YIBEHTYiRYp38N7eAI+T9rR+gs+8QDpdxcJZFscsURV+MlLWZUiP/3RL621nGmdMET5UXYCVGgyEYlVHBs7VjM8HC1q2YpZ+9y+mBzFKkjf2HwDthCh4r8+F91weocAx09kcY35Q1DhxrVTgY+S+Z1Y+Ok+ZDEjlU5lVgyfnj9VLOXM6qwSL/mdZHSG7HtD0PY0z7v/D2bRm6eSlAY9WpyDf9APXvDO3cIs4F44zLlvZP7nm6jZKOvpAEpyjp3Tb0jzFIi+L319XhtFW3Y+7G/0NYSxBAk8BjvyDD5Nsfj/yniOh+yCDXqTpkNJefgL78OZBzaLNs1Px7jvcgWN6DQ48/idfu+gBrHsq+dwkaHWcXOyfIGUOCsMZ4k2g9gTVDfTs5C/e0tUDw74Mj3IH+vjYI1ha9HKTAVohqV3WK2N9YFz3D6731ukjspGf/jKoTvOjIL4WgmFDmp0T/4s+eqbdYJ93YiObbYDDmbOujrbi98moUr74Xczt3ofm+ZnQ81TGoXT/cmv+JZfPxx3MfipP//7aa/2Errxw+bBzkR48///nP+veTTz455e+knd+1116r/0ycCqTO8eKLL9Y3KKLST8h78gZCSgYIWSdOAUJ8PvvZz+rZCQZIRgFp20fI/m9/+1u9tOCBBx6It/kjuPzyy3URmx/84Ae6A4K0DCStCNNFAP8bceKnJ0PZ34m170vo8HCImodP/mMkrZOnC9NmTj3c01MtOVZHbWC0I/+5pP0fC/I2FPmXoaDIVIduaRI0qHCaBk95yhX6eKoyCqMK1iz+ISzRfkzxUQOHeOyLeB9sFgv63UUDIv97XUBFBAirfSh1CMMj/2w7EQUV4hA1/2T8h2v003RreuCZRcuoRP7NzEFClLqVDMTJmFd668T/kOBfV7gLBX116CmmaXIEtdxkqNzbcTG4lNY+VYuAz78K66+3AP4+FAWc8DLBrkLBB1IpQOzR9LR/OWyk9IkQYgnyb5JIeytqgEX6WuPPK5BlTGqOoS+fjM9AobnQO6S+ei7G+g5i/S9oJ5hXBxlDowSDkH+BHeKjQf6boyqKInWYc6QRTo/pqGr+c438Ew0Gc0kE4VgQEk9qgCkprNE8KBt7ArYgAIEUW0mRQSP/qrsTizbeBW8eub+fiu+J48pm4JZz7sbTP9uICy+0JSL/Gcpt4rAXIMbEpBTW8SEbDNKqRYOY3L8WktyGtVNNqJ19HMzjqbBTNljtDnh9CqIlZO4k9mIeUXDQYBdU9Hk/XMG/5L3GJ7Xh1NPOweon6+JiYNnOFZVxuSQtsCGhjDsR3/piJWS1DzOZhkP6WWQaY8f8Lb+EqMTw1PR+2IYxB3OBTmyTRDdJavYb+1/EvK5LMLN4oGMuvq44HqrMRP8Kq/Q5Ql+QiKcBUQsPMazCe1BC8LAbkyvm6+JcwxX8I3v12zMsEJ0xWDeM7NrJ/q+n/kcD8Fg9kJjYJfmg6ta/o6e2Co+exmHmkp9h38MHoXrbUoijsd+EQn2AG4iRvmoE3obEdWfB1p530Ha5G8U7ehCzj4f1ML2GTNF7AlfZHMhcm57dE03KsvGFAjjRshI32V/BAbF6wPNkSxBdhTMRNdtg7WzXiVl6mVE4wDRgpAB4k4bmvDKApCc7EyWzwyX/6ZH/TCRK6Y+grHMTZI+sO3KTcffr+3E2b4lnmNlztNuIrUKc+Nki/7mk/NtMAjSBo2e4fi1kfBwZO06Iakzfg1RegpWVueqvYRbwpkeB3NmCebFSXRfF7Rp+x6uRgszT+pkx1AlXxFPMicbLYDDsn+JzihE2N8N3z4PwLvwOIkr2nvSCIfCpmvSOULKvQ3cixMc7Sg4rYNrOgdmzhIfta98AsbUL1W0y/JUzYCk+qP9vXsk8fZ4mR/7nVc7DpoZNqOujmgB8kHYQaMkrQ0mgUG8ZSJyyheUuvS17LjDmcv/GfpzdtB2uhpcw1pJYR6NJ/q2iFePKp+NA5O9wBFpgMdNMxv8WjEx2lakTE0fA+PHj470yh4vk9mPZQDaoP/7xj/pXNtTU1OCVV2hbmmwgDoatWzO3ZTFAShDI1/8iJhQ78cq1N+KO4Fb0cBF8KYvXORv8XnpokN65NnfqfBgQ7WNtvFLbFHFxD+RIyD9Z9GRzIuUaQ6X9Z0ppO5YgdZh3LrsTTa0hnHXoNvzCNQltbi8cptFr9aeD1HTZSvXWNi5ZiJP/ee3HY3LPPAhFDwwg/47gbkSifTD1NaPSRduv5Er+jRaCohYa0iAnUf+R9LnmdA1n4mAwj0rNf1Shn5kYDshQG2mQf/JeyfPqWJL//YIZD007G7OXkHTZP9D/BUl2RuIzZIpSLL9qClRNQ+spX0VPISUAC4Kv4dMzTHh0uzQg8u/b8w6wZJZO/kWWVicpEq77qogvrqfjRAhG/Hm8mY6bbpAOTKPr7Wcpz0lzZDCjVGT7gj0qYKpTw5ZRIv/boOIM36MYf7gPu0+cABTRVPpckGx85ufno7Z2YDpkpsh/Ssq3StLn6f+cIQ2zqxfAeUUrOrvbEbj/1UHJf9ShYeP4DjisXMqe2N3thyiYEOz2o/v+v0Plz82Y9k+68RBNG9IeF6XTsfczVwPvAmLh4GQn2RiPxkxw+hZi+8QALr/0eljLJg25F2tRDRFTKvm3sTZRxXYn+g4fO/JP1i1pv0gQiYUHPVfyIi50F4yDqA0dDTZwZI8XZ9R9Gy3ueohTE3sIOc8MJ4o93wG+tQ2SuRolfhds2ujs9amR/wT5J2tYC0fgl/yD7tvFVjsszONhsSQRuimfAsrnQnvzHfJgSDJ5ncJ4xHu4kf9QIIqJkTL0c27Ms2dWyM+97t+nZzdJogNSawvebHwLv6kcA5mUbZC6eb8LYza9iF1Nu5GftKcb+004sAZwz4Wk2vSMf67vCFCRPVWa4KVDL2F1eB/yT/4s1F08LCY61tlU1YtiClxk3CwWaEmR/yOBBrwwdjvWy6X4QXDgeSOYraibdDmilnwUNa/T94DkuUoiwjLbm4mg5osTvoPdMZrVV+nKTP6z1fwPlvafkUSFyetIsMkkuh6DYEq8bn2nH7zGxcUWzclzaRCQ9yElQEdF/s08/CZObyOpXwtzYqcjpqgwsTVCzKH0PaDAbsZrtYsx228jSUq4bvngTs7RBOFQ5PMpIq2VV4dwzhIY9g9R+3f0Ea0cej3yIGaVrdWLflShslUExwIf5J7Hx5/phWTzft642ArOJaM5RtrrafjbP1+H16Wi5+cT4+cNARnbpZOW4r6G+1DfW59wshENIEc+WsUD2Hf2i/jOtB8Oyw5Mvmf5DS/p3/uJg0zgoCnaoOSf2PzEniPncn8urdn3PA/uwErUNL+FmqY3MfGe9/A/nfZPJglJxSeLcvr06Xr9PcHNN9+Mn//85x/GZ/wExwCVHht+fPY0uNiGHh0m+e/uoZ40S9SnR36SkU7mi264Qf8575KL9e9k8RubPNmIRiKsli7ONmhv4/9gvb+BCydeiOXjP4X16jT0OVoJq4WTiSwdLYyx7Fx5n/5dtdhRywiPULcXCw/Qx8WkhHibgeLuLpy9dgtqO5pzIteGsSCwaBOBNxLTxfkGM8hH0uaPQNN9+6SO3Dwqav8BVv83FPkn6Onp+Y8I/nHWMaivWYGWyiX4ypyv4PZFt0MJBuLknxA+PkOmhafUjkORKB44Q0GUrWuRiyLMDIt08h9qpEKdEbOI92fS1xN5EasvWxN/nGpzx5/HiyZd4Vz/jHVvDnj/PnUfJtU9AXM48fzB1rYRteY4EePz1KykeLggDi8LS5GMkrRmltKcC5LnbDaxP4Li4uK4Ezyd/BMoLFKmhsIgpfszT65E7dz8uNBRNvLfVWjCn88RsOk4c8q4GfW8MVlA/9vv6KUa6Wn/JNuNfObJkyfHW9a+1P1ndNtb4Coe3GFvkFZLxVQc6srDnMPX4eymq+J91QeD1WLGX86yYG+tF4fddK4VVjgxx7IOol2GkGePR16IsZaNnBwNkqM8hPz3ttHrEdgelc1INAlzsGPWVxAqOz/n9zL0DCQ5D06TJ2VvNAIcdtGucyciMndy4zdQtncYqQU5gIyhosjw9qzCWJkYqRosEmnBFh503/5UXj5Elupr4yOJ+vcTbgXO+TU0Jz3L5Rh1IlhYSvRwyX9PcwBn1N+Es/Zei0qJCt2OBGTvCYR642n/0aYWBGIBNJMIv6ahQBWx+oH9uGrCZUDjroyRf/c5VGxRA4/G9SWANyGUlw3eCHUGeSadhcNSEcysVCJbP3WrwwnRaN2WFPkv3Lgbt6z8Ki5YdxPpozngeYJIykPo81wWy4B0eKL7cfaXp+G4RcDDSy/D1w5MQwuLqCaT/+SzcbTS/tssbniPr0bb4pn49r+2pLT7i0gqeEWNR/7FHMWLk+2+kZJ/0kXGa2ZnOLmWcGa7gGRgmBUVu6Zdh6aaa2BLE+fMd5DPzkNR6R6atV3eh5X2H1OgcrkJshLo9hkPiE4RzogGmQhgkrFkwoyZIMS1mARygMftYmO8OYMSkrafGXDlNA3+5UHc+kURdWU2OGIqin3AzInH69lARmY4OXemFNJMxc5wp94tA8TJBuDc4nl45cJXcOtJt2DMhOFlfxpz1j7BjtccdrQJAn6RL2D6g9ORvzx/SLvMcDT7coj8S43r8KdDz0Iy0zNfycIr/mfIP2lxR2rrV61alTLQp512Gp588snR/nyf4Big/ZAPf7llFf71i00wsw0hympDc0VPN/WkWaJemJ2pxnV6urRt+nRMWr8OY3784/jfjcMmPe1/OBHWjxP5JyjLs+IG6f/wnkaFT0Y78h9o2aN/V802WCZM0H/OUyIws2i3FIsNMLw7NXrv+qMCvMGhiZdxaBMK03cCazEU1fSI81CR/5EgqrJr6zn6yD8hOK29h+ETdsARbAFntuRM/o9l5H+OsxorwmZo7RHcMPsGXDn1SiwudcQP+wFRf0Io754M/LgEHvjx1mwRb8xqRsC1F26hAyEpS82/IaQlmvDiPFXvEU7IrhmJ9cLllyUE/0QxbnDFknrvGhDUdlS2rgbCe3HRnz7QW4AOtrYtdhFVR57F+IPP6a2jRq3VnwJYmDHFD1Prg6Tzk5IzMneTNWLSQbKODIcWSftP34f+PekuVK9fDeXtf2B7944B15/JkUWu3c15ML/pTBT0Lor/naY+90Nj6taSzaO3sVt60XiYkso/3n333fjrrFlDHTDd+Y341+xfYu7lg5N4wxh0T16CHhY8rrU5UcEN3cLLZnfg2jkmfHF6GAGmtl4+0YMpnzJjwnmdKDxlSlzw78Oo90/fa0iUZ/866vwY4xk76Bmwqt8QxhwoYJkNsXrao3qq15viwDUcKATk750lCxG10oyLTN1QjgZkLmnQcER5Bydb/4C6iTJ213AIEXG5DDDWlcNiiwsEmupfGPhAB93T5Sg735kA5EjV/kv7FLgDI792ct+eXv1bPFH/dzjLVdhPWR53SDkiwG9/nYiyx+RIyvlmrLdoKKyX2RGE/K44KUnG7bffrutKGTXMdd0duPZNBerdT0Pp7oaVkX+rPYuSvkVL6HQwxyMB5wsjZhsLjquFxqLkyeDsLvS6mCCraSD5J+VEY+eUYewVJ+CZoln637wxSv6rXFXDSvsfbuRfdnmwVfwWtio34qntPYgktfuLSAqa5MK4tky2coh0GOT+aNP+FYFDaedm+P0rwZkyk1/yefsUIko8D/35S2Cxpo7LGFHE//novnDptxfA6ji25N8TkiEysb+hNFkISLq+wEozydw3Iv/cIGMvMKeMxgngWPZrcuRfUdn5Yctsi3Yrc2Ha/wect/smjO+he7g0rgKTSqZi/fr18cctXrxY3/Mum3QZbpxzI/3j/M8B5/0epqnnocpdhbF5qQLvucDYt0suLME3SoqwxWpBDytlUILKkFpeBvnvy6HFJy9a8Zf8PPiYXo8ayL3968cBw57dpM0fIflkY0yOgpAsANLm4RN8PNv9kTQjf1cIX1sTw4Fppcj75i3Deg1/fyge+c8rSjUQM0X7hLRUz+RDYKSq/IbBN1Ta/0eB/B/2Hcae7j3gHa1QBEmPnI9qzb8eiYrFI1NRKaobE/PKzHiNRRxi0YGRf/D56CweB3OhiJUH+rE0s75ZHMnGSQVMIGaIQghjhkh0MuEnpTojgTN2BOX7t6Ku4wBsEhOnGiHIXNt28A0sOLsNYzokhKvmfSTJv8KycKxdCYPbEgvHI/8DyD9PivoD6I6UofG9dkzY/V2sG/MublH+gmqtEWHWJze95l8jgl/k9VQzfn8K7dghd3Wh6c67AZyhtxxUoqH481yCDE6NgVeiUOSBjhiNiRaRHtxbGvugqNqgRimJtJR2vAV3CDDXCqNG/qcFXPBX3okG5Q2UKQ1kQInnIufn/+tf/9L7Fw9VKkQcBU1NTToxImQ+mfw73W40yB244pVP62Tla4UP4B+rD6HinK+j5eW7s0b+C6RKzO88C1EHzbCL9zrWVL3tmdPmgcRZMW+Be8CempzaqLexDXRhxYYgJjcAbabXUfGZz2e9FoO4mu0uaIzAyzt34/AFv8aEt98adBx050SMREXJUNMISyQQw7LoC5Brq/AG1A+d/KdH/sHepi/QPegZ0GHhQApkfLbc69JjPeQ1q+EMBKAm7Xsp99/iRHteYjMdO2Z0U4qNNRkR7LAXSXhjlglrLDJmSpnJf5zkmR20RRrHY5IW0+vndcgxRAJe1PkkkE8tRftB3sFpd4+I/EtMQ4SkZmtpmj/DAc16acDOzc9g2dt0DgW9NJXNTqYpl9hTtLzijORfCSkImjpR0qdBks3UWZqE5uZm/IKJEX/3u9/F888/D0nz49RtGizyKmw+9XhYTMWDkn+L04Gy9vWQTC68Y0+sQ6um6M3SOMjgMpB/s8UGv1WCLQhYzeYB5N9A+Pmv4XbRi+cdF6EtTO/F0dT8k8cTMmmIyGWs+S+i/9O1SgwtA/YSEVmFX7VAYZF/U46R/+Sgj6FvkCxAl2vk3+fmkdf5AjqsAZgcVF8mHeTzBpUCGvJUSVu41D3A7rGAB33fm/69HZ8/fQLOnDGyDMXhgmSo2MMxmCUZpFFCrpF/0UXPMXdIiAcDhEG0AoryzVBa34eotaRE/o39Xt/qRWByeeYuFgrRjFGcMMt2jGcBv6oFJ8LEmwaQf4LvL/1+4sljPMCYWbpA8b5/b8eUpWWYuGB4mmoD1P7dZWjXW3vKenvBocg/KYEjCIVC+jWna/okQzDbYVY1vLRsGqby16PhvSjOGiif8rHFsHdhktqR3PLFABnIkdTwfoL/PBz5Fv3MVzUOzk4V89VZmF65bFivMXV5CWbVfRMV7f9GwbjpKf/LJZKfLfI/HKKeHPnPpCdhHKQfBfL/yuFXcPv7t6N4zE5YSHuFDyHyz5Ul2qb8bcdj+vdo0B8XByPkP11JVxRrsGv6F6DknYxokmc/G5KNkynu1bi+5DOodxyJR26TMWXKFD16SvQ3SJnQSDC50A9b03vob981Kmn/F04VYSNkUI88Dzw4kg+H7u7u/wj5V3tpjez4HWvj85qkoBnkP0Xsz4DVA69cgb1rgpgSyke082wUayy1U84c+VcmLsBvXQHUlbdimVILnuPR2LQb4XfeRlHHB9hpVqDJ0fjzysQgxh36O05efSsKHesGfISYlIdez2RETUVxI22okh6nXrVLVPG5USP/ospDE2zQOB4LetcmCM4wkItGSHLdP0mzTyF/TifcJkqc/DE/ml9rwnFtQGkB1RDIRv7L2qmBlucd2KUhnvpvcqL/1VcRPZTaOz45tVFP+xdE1LZrWFSn/T971wHmRnVuzzSN6vZeXda9F3DBNhgIoUNIAqHkQUIavADpeUlIIAXSSSchvREgoYWEBNOxjTHuvdvr9fZe1DXtfXfmjjTSSlppmxfwIRtvURnN3Ln3P/f8//nRvCu9m33UbdvugqpR92vJD64odQ/pOPIvaXi134NcGMZwR7d1wB0ogaZvDDqi52Ys6v2TKf/v++JS1MzJx9/W/zB6jElRS83UhH59syoTRN3cNVnvSGLCev09Tg9OlMeu4fza9DXm2cKcxwMRDZJmg4sqh345Rbs4el+JagRrX7sD72n/CN5vzd557buw/3g6Sm3GZyhgjDHgcniicWAmnk0mJClG/mV++GaH5ti3zgulrpjyb9ack85Frjnnx61v5jXXFDuem3Y/lm/9FmyEdF7xk7j3sJoZvvjii+j3eSEoQYh03uTQhw37/4V/vvkb5JcnJxt2Tx4qm19E3YmnEESM/JvKLjSJyOODnjezNF9vSUpwpE8YRP572/zY9++98D6/G//T+zxmFLux6fpNePLKJ1HkKBpRzf9Q3ZAclsvNa1pcfBCWFNx/ziWoLxOHpfybx2Aee7RcJkPlf+NqO75wK4995UrKuIAcL+enGyRKZHDNv1tED61172z2oT84sszCbJX/8EAfWDVz5Z+Qf85trEs5IRaKSf7F1Od+4dQKzDzyCGa1vQyGHaz89xx8HHXHHocnBYfWaDlAeS+Pq3cZm072OUa8n4z8J8Ozr6zHqf3daG7Ivvwneg9HjOMIrfkcArQLh+yVhyT/Vu7aOZRpKW+HQ1Oxb7IAf9AG38DQGzJva/K/dOlSvZbQhEn4iXs+cds/g7ceSCqZi7qBh8QCKMMIuGtyarD65W1Y9uYOCOd/JO5vmZB586Ydbqs/K/knKl0y0mD+7nS2+Ut0/F80mcVnl92KW+feinLX6Owym4RVmHpW9HdF/zT6VssBf7QtmCwNTvt38sYiwDIMIhmQf3PRKBB57NocwpsHnZA4LuVG4AMPPKC37SRGocNB19l9+PfNQbSdp42K4Z/AcThcweLh81jkXXHJhFT+/f6eaG9djd4buxasReN7rsDq6zy45nNJ0jPsuXCwRgaMQzOUGjs1SzSV/0Tyr0ph5ES8uO3hb+P4FVfqv+/sbYIg+1Ha/Bied0r6Y8znkX+JwSZBPmnemwC/uhi7Ft6JoPOcKPlPtxFIAj6fuxb9OZPhxOiRf2JERcCRsgZiKkiDntGG1fGf1P1byd/stieBz1+Pzz2hoPKkP2rMJ1LX91Tkn/UbBJ7j1EFzqEn+Q/YCHPrRX3H0gT+mVP518s/boQqleOPse9DuTR2cEZhKECH/fhjzJS/7wFPlJB3I8QUkDT1H3bjgQGxD4sbXl+L+P8qQGmNq9Fgp/2Q8m/cPUf5LJ+dg1U2T0N7XmHYNKOeM65AvhTOa/whCYeO+irASrj+7Omnav8ftAWcZd2Lu6Br+6eU5NhtWFN+OX7c/hnxvGcSIptfDJ0N0I5y0z9PLEMLxLTBFY97jJufhJwvfh+pFl+o/O8TYeE2VYZcMZusyRiP5Q8OfO8nYqiiYgqtW3okn/rIPJw83wBFQ4OAdcIU1KLoKSLKNADXkS6r8y14JPhqGaJEItASCbb1vyBrxj5fWwUMfwrAaOsLArvr1eGHXoyiqimWYWMEJDkg0uYinHWqs/hC68s8PPg8fWzMdHko6naJ9EPlvOtSL1/7diZ0D70HnPo8+5zgFJ6blT4tbc4dT8z8U+bdGClVal+6lYk37L8rpwIHyHdib9xpyizPb4LGSezOWsJYAZEL+85wCTvpzwCsC6vucCAaSrxkFLhumLTIyDoNyvJEiwf+urcMMej0vDAr6ejXehn8M9dDJWPmn5to5QU7fWFOVEARn6qw2xm3M3x1KHhhucM1/ycAm1DS9AlFNURPPGbEDq1lGw/QpehywZcsW/UfSIU03mKVrepO3Cdvqnwe2/wmRk69DajSeWzwt+03AROU/IAUgcVLG5N/ava1jqOwl3g67pkEiXii0A8M7Ou3//vvvxyWXXIIDBw7oKUKkdR75ntQUmjWGZ/DWA+kN6+sN64Fkfsd+4M2HgGUfz/j55CZ/s74HHjuPGaWeuFZvmRj4RVPVJSkuaB5O2j8BeQ3rRECObyKl/Zt1ih2BDtw0+6ZRfW3zXCphH1S5C55QGBqRRcju7IFeqGxR1Lk9sVNHsaqghyPqBqfv5g8FM2AocAkoOQD4Se3p7LFrkXMiGMDOnOVw1bWNSs3/zBl3I/fkckyteBZll109IQ3/SKBCQDZtVL8fLKl77Xfi5d4yfNddivnJTKcceXCwBtFxagw+PiDiqYFf4L0FX0JA2pc87V8KI2SmokoS+nzdiHhp2jYlq5oUiiP/x+DF6lrSPWNwsKIRtVAj7sO0vZrApt/Y04Btsz9v/G3nR0ad/OdV9oPPG7s6TqvyT+r+rfNYXqAevYebcXabHVunaWApZ7BR9/Rk5F//7D0KUEDUrcEK5rG2PTin0K1n8uxY9BkIcgRz0yr/IjSWQdBZAlZLfV6tabes6MBGZQYmU+WfLxqc9ZcIvRe7zEAVNLiCHShwN6LHV418bwB1rYC3eDWA74+p8m+m/pNsHZOkZrIJPdlPNoiAogEFoYgEh23o8SLTQF3TZNgs86n1+pMNWZXW1uuPTWiVNhog93BQVkGmg3c9zuISGdj/l9y087bg6wHcLjAkqLeSUWqKaa/i8FzOclwzqwbvW+7Gl776hbjg2VpekUnNPyH/douHSLYg1y3fXYw10y9G20v7EbzvXgx85SsIqkE4Q4BKa86J8q+GfRByBxv+KQNh3dRUYhkIqgalrw+shWQmOoE/t+UNeOjHJC07O/3K0OSU4xES7QDrhMN0UDemVT3qVjQJ7Y7BXUd4hkdtu4SeQiCPHUz+Q2R80jZ/ssBhenlyD45MBBRrVkQmyj90U0WjRCRPCcW1MHTwLL5k+wtuLyuBzcagoOLryATW9yFzTmFhYdbkXy8VYBy49NB1qMiZhvajAdJhdhAK3SIu4jfhFVwDGz9Y+S/2iHBQk788ldUzCsYLJA4baAhgFh6GynDIKx3aP43wL/9BP+q/U4/+K6/FmwWTsUFqwGfWps4qIubPEu9EhHVBkzsGKf/chfk42BsBi2Yk7fVES3ai9xlHRKYpOHLkSHS9sZaE1w/U46qnr4KDtWHz8WM4mvcuOKXbIbFhTJ8V2yjNFOZYNsl/m79NN8smUHxKVsp/Rwbk36FqsPuMeylCatneycr/qlWrsGvXLn3gzZs3D88//7x+Qt944w3d4fEM3ppwFxgTISH/e8Md+Nv+P2X1/H89uAt//vFWXPvjDQgkkMZs0v4Jent7R5T2n8z0jxBFM5VsIpD/YodRM9geaB/11zaVf6J8dPv+gmXb7gcXMtTjsM+P6qaXIZ16AX3BjkEKfR51fmbAZ6R8mQEDMbBqK1mCY3U3whbJflLPFP62Obj84O2oUy4flbR/Ti+BYJHLEAWMnZDKv0xTzomTsmqqI7SGNiU5sefCzg5E0zVFjYGs2bE7WILuYHLln6T0nxvxYN/sD+v1g609JxHxDejBSEDM0XtWkw0C87gG+Fzsv+jz2DHjkzgRWjroELrqDCV8U2XZoLR/YpCXuPFEnKxB2zVp+fZRI/+5knEefjqbRxud58ZD+bcqv6zoAk+Ng9whYvRNfRdo6UYq5X+yzQiynOpg4vqfbX/CHGUjcvsNdZ1LaM80SPknrVBZY9xoWuqln5xzc65kbQ4wKvWWkAIZKf/6aygsNDJgdOJnzDH2sDFX+MzU5zFU/q2bweZ5yIT8q9QITgMHX4qWYYlwCx2oaNkIW9hwuk5q+Od24+z+WHvF3f5DGG2Q+1miBpxko9Ct8Lh5zs1JH2ueC2dOBfbOvhUPFdyMZ6zu5qLBdnOo6tUVCaGo1oWcoth5y6buX6ZrCaMqegbTSD4j8bogUGj5gNTcjKWlS+EKx9qfplX+B0JY0fAebF36FXQULYTyu/cBpH0gRWJGw67tbSg4cZH+PWdT0eUNY0rZXFQXTYOdGCamwIFZ1+ON5d9EsdMw5tOPK2I8npyOfrdhwmsFWY+rW1/F7AO/R35k92Dy7zPJvx8RQcDx0Eu4d9O9eKPljazJP3kv8z7IRPlnBTFq8OpUI3Fp/09+dBFsuxx4/3oFnkDmZVVWcm++f7bkn+CCfQOY1kzNZ2kmTjK8RBXtCKcknQNq5sbKmsZb+Q/2ccjvO4rC3kPg2MyUf2Jy5z/kh61wJl6sPQtH8mtQ5E4tvuxq6cSGVd/HvkUfRbj54CDlf9ukqXjwnJk4MS15K1iWp8739B4+PC8PLmduypT/Gk8NbKwNQTWCZp7HccnYlektbIaQ0PJ7OMp/K+10IftkvT3jULF91uRf03DerlYs3vkAVlXFz+9vdQxLBiEpu7/5zW9G/2jO4LQq/yb55wLEVT1zVZWkKDXu7cUc2HDVka/A3ewGpp4X/XsmQZd1krc6cQ5X+U9cwIfrIzDWaf89oR7s69qHXDE3zq13JDDPpRr2I8Abyg/rp26+ggjVewytvcfgjwx2PJUK7UA/cRC3xbXySQVzwSY1/gM5U9BdvBLODGtlh4P87rCevF7ex+MQ9UoYLsiCx1Glu7E1jDmt7cihRHUikX/F5owp/3SRnnR4O4p6BPSvK8ChAIOZKxJKRux5sNO0f9L92jzaR3umoSvwYkryP0MW0FGyBHXHn4Qc8CLi96Ivdypap9+Fm7wqvm5R/u02AT7WgVORaQgoRmcJK2pdk9GJCCSpEJyNgcCxsVpjkfiMDA4SFU4Fp3J4jX7m0an5V/Vtbj8vg6fkYLyVf87u0VVDAg/ZfOFpr25a95tU+Q+H4XTlgJwBFpGk81foPe+BKBqBF5vQnmmQ8g+gTg7DsEdLHdjGOW/zdmzJacOMY5uRO3ACfNG7Myb/ZLeIHJE3bGQ5iXSzbsCyaTeW5N9Upc21YEhlU+9a0o7pR/+OgG0AqnxZRu9TJJ5A3pGtOFzFYE9TH+ZX5SVV/t2Ivb/Tnnm7yUyhd+yg67bK8HqJkKaqYJIY7JnnYo+QgwUli8FyzeC41wYp/+5gACu4+/D4iwNYUvdEdsGzBYJLwZQT/4Q93IsnSgYr3plC95Og5J8xiX5zMx783INorH8Q/hcfh9j7JrZWLNLJv0B9NuK8MnZ54SyfgZCzHLLHA63jCODr0DdMkyn/XQEWZX7j3uIcLPyBIO66/IfgOB6cNf05AaeqIijtAYJi7DEKnODkIPwROeka8pv1J7DcdxR8SMVkV+cg8h+0kP/8ijw0BHbg5caX9LT/FRUrsqr5N88nmWMzUf5F3g4mRAi2DU5Fjkv7Dwe8cO+143K+ADtLWaiqBpZs5o5D2j9Bhd8BCDL8FnPJRPQFIgh2SCDSCEmvT4wDm3oD+G/Yh712CSd5BT/L0LRwNECyMCSL8WQ4HIGQYEiYCGvmI3n+v25bhW5fBOW5qZ/H654tXfA6ORCfYJLJbiX/i07cgSXgoJzzatLn7+TngVwRkm3WmgfUf/Y9+u9TkX/SKnhq3lQc7DmIIzYBHf2Gw79UHhP4RlLzTzZrPY0eNJwwOnZko/y3ExPcdJhxMRwNTyBo24O8/uPIUQwB7e2CYdmukvoOkuaxceNGrF+/Pu7rDN6aKJ2UA9nuh8fbCJsMhOgObybw9xkLDaNKKOrygaUpQdmk/adS/odT859M+Z9o5D/fnq9PjATXP3s93vvMe8dE+Q/QtGKWqlivL5yOOz5UjkfO0waZ/RGE6OmWWRaSkjn5t/FMdDf4hhXDc/LPBHa6sNtlYVTS/hlKvsr2dCDw2CNpx1RPT89pIf+HWnei8ujDmNSwTk/7J7h0w99xSetRDJwIouNkfLCqo2QmuNplECnhNBEMx9TIZDX/ZvhByEPY3w/F74saRIb6WkjRavR5DpuAdrex897ED04/zWNp6jCXF1UjzLkg1flTGVrLVzRr1Mg/qMpd2huBjRk/5d86B/HOHAv5BxjBONMCmQOY+HIIE6GIDI3WXjOsknT+8hcVQqswTAMTG2wkuv0TNX8aNbckPc5TGbZZFesZPZtw2+z1KO7YBGewE1yGyv9nXs/B7i5Fz8jUSB69vt1g/Mv27o8+bizT/s3NYHJuSZZQRso/24+q5teQ17sdDlrfOhQUOg/JLIMumiKaTPnPIRur5D2kvXBQr4dRb/enxEqECLQU9485bx8tNtRnvxiBvcbw5tBBWxZyLX587YleXLuBw4GX21EgT8/cMMsCxe7DjooXsaV2J9RkBqXZKP+07SDL8HpWEiH/pOa/tHomChZMRzN6sE9UUir/RCmNhIxNAediDxyFEuBrTykcKAOdmKwacz/nEhAMhHXiT+DOSX0dNdqznaPXguD5mXX4Z3EDXvb/Ex5aq2yFrGqQqGmkILKDyH/YTPuX/TjZ2YH6nhODnP4zrfm3/i0z8i+itv4fmHXwT7hltobFNbE5PxL0gXzczWffgwt77kWgPzKstH/rv9mQ/2ImGDXLS0X+N5/oRlHDQazZ8Bk4G743aA4YCMr4zesnsdkuo43XYOfHV/mXeRldBXPQXL4S3c1D+2mQ+Mez2KP3t/e0HMGWX2zEzt/tR+fx1D3sbTTmYzUObtq/nlx3c65i6aYwTVIbBMVTjPbeIzoZdkgsFpcsjiP/ZEOf+MJZQTamCA7zToR7jIxXx6ThmeeZ12xgxwCW9S7D7QtuR96mPLT8wWivO6pp/6IH96y5H5fPu1b/0Yy93rHK/+bNm3HDDTegoaFhUPBALjwxWzuDtx6mLCpG+MUgnOu3oquEQWQY5J+0+QNJZ6WqnQlr0JVqF9o6yVtJ1mil/U808k+c1EscJWjxG5PWaLX5i1P+Q36UChdg89mXIs9v9HD2K12oYPwIFeXhZJKUxXpnCORIwgyDWqechfLPRUlijmPsFk1iuGSAH3HaPwkymFxjPDKqDM6i0CQbU9a5bTzJf1d/C3ifGx5fC1Q/bakZCaKPuvtae7tHcc5d+pfjns0It8eCKTUSI4SDav7lCBSDrUFjeV31V3SDSOO6hv29cc9zigIufb0H/aWA2De4JVVwxwZidYc78k5i6Zc+arwGJbkpyRcl/5zdNWrkv4sJo3qgHh/aPgDxJse4Kf9W8sc7cvWUYYLF4nR0ud3wwQueBM2CmHQsExP5gPQKluzYhuBySzoqPXdza5Zj7yMSoBmEjLOQVbI2W8k/Oe8kEyDkoGSbYXR1jrO405uwBt+VNj/sLa9i45x8hKaUYkqGRp0h1gWfEt9mzh40MmdClLyNl/JvErqMyD9pZUXOpcok3ZBJhuB778LXhDvgh4ivp2j1RzZkvfwOnLX1j9gxxQ+n8D6MNsh9KQX7gVxDmSP43Lo78cB7fjvosVH/m1KjpRdxmLfPvnqQ8u8UIvCBgz3CovlFsh4UgGcFPcMgG+U/rMl4dK1xbs47PDLDvyDxstFUfQ2VBBekFmMNzb38Mv3rb3f/B5A1qvwPrvknkPSeZm74zR6QRPmnSFT+NXkjNkyajrPqelCXPxPyny2quiN1CUOLLw8kj8wfjK0hQS2IO+1/wOpFR3EwYnXooK/Hs+jwFMPhKAVX4Eyj/PtwKjyAUwOn9CSexKzBTE2Ts0n7d3JOlHW/DHuIRYSZrB+rafb3pcd34zMMB42aWg7H7X8kaf8yMa6kG5umuWQiSKaCIKvgFRmSEhjs9u+yxZkIOmzjS/6FShteXvYuFAWnIbdLQW0G5L9gbQE88zxY8LPNODxtMfpzpyJitvNJAhstI2M1Hjl1i9G9d3tU+WcthqQVe5uTPp9sdj34/KewrnQyZBaYVrJQv2579uzR/z579uxBPiDT84316SRbiLLCboS8DEoqk3tVDAXzmoUaQqjoqcD84vkZZXSZyDZzaUruFHQXVYM8Uk3gFO845f8Tn/iEvrOzb98+naQRldb8spK2M3jrYcr5K/Hgp1fhW9dzCNPa20zgi5L/PoP8J7SsMwMNEpyQWt+xqvlPl/ZvnSAmAvkn+MJZX8Atc24Z1TZ/ico/z+Qg4CyDA8aEHFbCuHrfXbix+TPI9wxW8ezSAHzKX8H4H8Msz9DBr3le3XabThgJeGbsjFF0Yyqdu4yO8h+haZuklpFNEiRZyb8V42n4R0z2np28En+aeylsNUaQZ5fCkGnaqyCm3sO9+GNzcc3nTAMgFX+a/UpK5V/qqIdEMwOIchgJ+HDowmn4xeW0VlYxrmtM+eehmrkC+q5BPAJ0+IS8sWDamvafDGLEuKYrA7E67WxaiiXDC7kqlu74AXK9J8GcfzfGCiToMceLVfkn9yNjc4ETjc9RreVh8TlTsPq6aWh84xfQIsGkRJOUNTYX9+NARQPstYMVzGDET+TF6O+tRJ6MbbMTgzX1/9SdP4r+rMpDK/+5Dgd6fSuwr24Wtt24BOKUWPvQIR3/aeZQVeARLH93KQp6D5J8WwyE5XGt+TcJXSZBoltyoTe3DpJ9Ssbk//CLEi4+8V2URFbqpS0mEls9Nign4fE3wxHuh3ME7e5SgYyLiEzT/qlq2dlrmH4mwjwXpve1ykRg5y1zmrsUmHct7LON8j1nyKIk064A2ZD/oC+CIl8V3OF8TBFi5VPZgowrUkwSiBgEkZB/Ytin+IwxO9AdxOfnFkN95c9Q/L1JlX/GxkAhfc71MqP8Icm/Z4EHe2ZIeO2syyBc9GnINOU4IofSpraffczIJqhsjX3ePs8OfGFSCA8U5IGzJXHU51n0FpyNfXM/BrtnbRrDPz9edi6Fwhnzb4U7tvGYDfnPRvl3CA6IxPBPzyiJPZaQ/4YWYiQcO9dChsQ5mfJvnX8yJf9egazhxrmQUyj/5DhZOidGiJFbwhpOCL+J1z6/FnUloyfIZEL+NVlD0GZ8hkiKudkK4rvGu421XwxLUb8LgeTzp3qfgHHdcv0sRLszzvDPmqHCpvA7qBH68GHayZtUrhXyudixY4d+LKla/E1zGRlxB11eHFj5HB5deB8q3MPrbBVX8hYKwS/5EQjHNotGtea/vwl4/m6wzRv1H0kW5Dta+T969Cgef/xx1NUNNis5g7c23ruoEu29NdjTSCpMI8NQ/vvA8IOV/6HUvsRFwLr4jkXa/0Ro9UdwQe0Feur/H/f/cUyUf7mvFQxxiheAgqkL9N+9+8VXoXlm6t8zSVQ/pxTBRRveQL9Tw9Hzh655NQOGXIcQTTXd0jSAeRgbMERt0OMfflTIf0gRQCgCq8lgbJmT//FU/t2siIaKc3QHa6aqWm9PZVMkKPzQi31hpRv9ncY14pkwIhaymEj+5f52REJePeV3w2wB01087lx6Fzb1nsChk+26U7D1eU67DWCMa2BXBqfEaf7XUdd0CMGS2DIzVNo/p8og5eKTaX00If7kOqerW00H0qtd1GgfYBawTz8XYwmi/pOSOKL8FxQUxMaQ4Iim/ateLybPLkTN7EL0R4xa/OTkn8Eb81k8fhbw0NRYurU5j/pC8Z4dQq47ab2/lfz/S3ocleJqFLoKoKXw5rAqb/3OyQi0rcRlbSryLszcnPRdNRIqGS/+iDA+etv7UFOdiwY3o2fY9PnD45r2n43y71YqsHPRxyFIAxho9SGTMEfQNxAlhEPVUTU0Wdp/IU3lPfuIpqepjzbIPXK0dS8unhqBXTY20KUkqarWzjdXdNWjzTMPokSeYyFNOeXAe38D7sAB4Ocb4Aqr0DgVjMLqHSpI6n025N/bALzv0OfR5NmBghzDdWI4MOeNQHgAbtGNfkch3P5WSC3N4KZPx7FtHQi/6sV5zsn4ixxJqvzbK+0ITzoONMxH4HgYXRE3ilYlT/tftnwFmnOMjYJOqRSYczUU6T79Z4mWWKSCoIT1Jn/U91LHtTttcLOfgJa7F1xlktR6joVCWwOyxCgtgfyvvWkmHvnx7/C7ulXYW0j+1qhnEMZt3GRZ828+fijyT85l/cx8lOQXYn2gEEpDL5bU5iMoKXCpoSj51EhWBjWGGy/lv09UUeA3lX81pfLPcNNwcMZSgDk8aA4gBn8uGwd/REGvP6LHNOMFcm4J+VcZSv5J2tcQIOsi5+HAKRoESdFNeglsVuPOBNjodSWxmvkwU/k3y1AJuBRmfJVsJ668UMSLO9pwYuZHMUsQUtb7m5gSYlHsq0GDqwEPX/BT9If6kUv9NbKFeQ9zORyabc34n//+DwIfD6C4uBgD6wZSiovW9YbcD5FIZOj5K9CNTTt+g9buAszWlX//O1v5Jxf32LHhT95nMHHx+y9sBB5fBne4AGG6w5sJSItAAjHSB46sdAn1jEOpfakmeTIhDnUzpyJqE93wz4RP8o2Z8k8U4yBNvXVfZRizlHljCys1kY9Dt9MwZCGCbr9u7pMe5kJ9IKAhRDdz91rSzEcbfR5jE0NVkqdKZwNy7Cf9x8CFDuhplIw4Mcl/kasYlwVsWBMSEIgoUGhAH93pT5b2X78e+MF04PeXgOUYVE+1odK2H2GVTUn+CWTFIPPrzrJhoMihkxSfj75+YWXc81x2MeqODm1wsODy70ZN40s42NWCu5/em9FGoMf7GibX/wuMNjhbYDggao9dNcZjmE8fCI9m3T+Zf0xDIX0MrbwTrh+fQtHrzyPw0NfROGAosubxpFL+i/vmYn7LWii+wWn/3mCM/E9pfRFzL5qWUr00yb/A83hk8beQf3MvbMlaRFpJK8ejhaHXnAni+uorMj4Pcwsk3LlARbVrAOXzV4GvrEDdDQzqruxAny84YdP+63mjJjXEkfTyzOYXrskwmzqnxQtbmrT/nprYZxXHwHiSjKUXjj2P1bk/RYlnL96YyaDfYjJoJQ1mVoiZ6itxEdg3/3LQY1k6/znDgEZVZhslmtmQf1DFcfExeZAnUDYwr9sv/vslNC5WIZw1E/m33ALW6cKpD38Y7b80jKjDMvWisdzvZocR0hJM4mj7rjCH8AAP+JMr/xdccxPcc5fgqjdUTP/jBoQOH4FZESmr6cdHgc14j1yHGC0Zyw27EHHOAiuVg08QSfTj5VkcqDF2CySbMGjuq55VgFeCp/BCzQK0E/MQklnjia/3H6uaf3Iu1zMfwhZ8Hs92z8ahNpqdJakIyDYo1DxXYeSkZq5jafincjxyB07C7tsC1TZ4zBOQ1oQSU4XW8pVQxFlJ54B8mvrfExjftm5kXKqyitJe2rGgL4mPT5L7mPfw+r1JkInyL1ITQY3h4BSYlMq/Pb8s+XE6c/BY1w9wrPx3aOWNze105L+9fgAvPWzHew/fiW9V3Kw7/1fnVCPHllmL0ESY18xZ58SeaXtwpPeI8dkDybs3JIKMS1P978jA7X+D045/5tD2hr53uPJ/xx134LOf/aweSJBWf4mmYfPnx9qanMFbC4zuzQx86V9OtH3N6LOdCaSQTLrqwh7ug0DqWm2uESn/wyXpVqVnotf8E7T6WvH3w38fM/JPEJHCIG2VzfY3pQ4BrdG2LYM3VnjBge6C2QgIPP7V6sYnh3gvM2Bw8iJySHss/UXGrpd6abELni2PoysSgOQaufL/n65HcFGAgSuggUlCDCcC+Zck4xzbVQW+xiY4aHqiQjfZki72ZCH3taNVnoOG9c2YNZ/DNP99aAnE5mtrqz39vTgBKt0R+ticj2NpxSz0/O1vYDeQcq7ZkGnUG635t4sIUFU9Wes4Wr6PzpCGAy0DcYpjqvPnDmzA5IYwGstiY5g8J9N+4snI/9Wh2Xh9+bcw7cB3wTRtBarPxniY/pmfVR9DHA+G4/HYwX/ioT0P4frqD8J3dC3s53wWYve3EW45rJ8fM2gm3yvgUN19Nir75yE0aXApFKl91g0awKC8/mVMX/L1Icl/2ck38cmtChw7/wb82DAySoQZfLOCAy5acsGRjbL3X4up657L6DwojDFGXIJxHh498Sh+VsDgGiEfUmtg3JV/cj4yyf4KuBx6ZpHC8gjREpShIA2Q61CE6v7WuLT/ROW/64L5eKhjNw5VM3guQ3KUDYx7SkOIEVG8vA8/qiWfPwJJlSBY2utZSR5p6UrgQQiexDVIjqCZZpDYyTnhJLAQkOPKRXtfloZ/0TpsVfe4GC7Msd/d14QLpwDnfuybscPt6YUcMUiLQj1DEuNTco5CgRBCvB8S0wdODkEKkrHKJBUOZp+1Gk8degYrD6qY3N4NqX4/NJm2O9PSjw9JaERFywYccTXoMRAhshzV2xhGAk/TrhPJf2uhhrJmQBOEQco/wc2OVzDAd+Mn1J8iGfnPtuY/MVsoFfnnKzkQS32eC+pk2pxjQ6oY9Zkg/hGZYrQM/yRRBBvcBCawCYrrrqSPIa0J7RrNHIlEksaBHC3juObBTThx/6UZdSwYtbR/SUNZj4Q+ss/rG1pACUpBsHks3N20parpAZSG/LtzPCht36KXOdpNzwaq/Jvkn9EULKhbmPT5NmcuQmoOFCYPIZrBZZJ/cq3mzDFqAlRFxfbnGrD12ZN6hpkrz41l0z4+KENlpG7/JhSvknFGLyH/TU1N+vxFNkFTCoy8qLf6aypisPf6pbh42Y14OyHrKP297zVcyT/84Q9Hf0cCFjNwOWP499ZFiKoBRZ0qLlvy2Yyft/aDs9By7BvI3X4A9hmFpBnuqCj/2ZL0t5LhH8H2ju3Y0bFD/95N3ZVHA9ZJ0C8aC/KP3/wp/nj+D6P9UTVNAZ+krovnXNg9/3/172Wla8j3MoOTHKcdl+bfD5/qxpeK/oaxwnmLytD0y5fQGw5Dmjay0iOy4N02V4JwxFDk2CSGf9aNlNNG/knpBiFKkRCYZ56CeoVRjqHQ2tukaX524zN1eIv1RXjaLAZEFza9gBJb7ZH34lx5eLyqAE6pB5tnrQbPufHGukeRd9SGvTPdaKRzu/nZRdEGufsNrD24FYdWkBf+RNwhSGw1+j0sZMalp1RayzRSnb9qvUNAGDV+flSU/2BYgQM2hO02FBMvir2Pjyn5t5r+JZuXPDaDkKr1LlTu9GKZUI69zjx9/SR1kyZZIcodIUmTWgVITsDWKQ8OgMh/vAxGFhCxeRBpbIzW5CdL+yeZCJVyCGv2a2jsS27oZCWtjM0OF93AITXGXHFmTv8ECmdHi8wj4sjB5sceQHBFORSG0b2k2/r9p0X5z8T3JZDrJ52wwDFq5uRf5XTuKDNKXNp/ovJfoVbhL4tYXDzpYowFdNNOKYygmoM8xAisP+JHHp0PEu+nqSf/jamn1mHqZe1wirGYTscPp2OSrxeHYIxpgZi4BYHiojIcbd6blfIvRXvCK2AsteHZwjpvJM4L6sAAFKrccjWGmV5ipo/eLaDXjxMFe8BX78Z9ryiQyquBq36edOPMzzjA8H54KBfrP/YSOvqb8Mybv0VFDdlouCnlsQrKUcw4chRHF7ii5J+hm6QsIf+0jMqKIreIAFVwGwd4cM7YmA0MRHBydxsWSGWoan8RD/puwf4HHsUrnTEfl+HW/Ce2WE5F/t0B454o8/dFW/0R8t/mLMAPzpuGNX6SUp65WfRopf031xbjV2c3oiio4uoUXh3keB2y4fEQGggmnQNIy2IT40X8rTX/erN6koGQhsCb8KvGPOr0q1AZFhrNqEmX9u/Jz8Gcg3/Sv3dVlse5/SuSBs/xp1HMMOBtyUs+RXde1NMpFIzoawoxfycgXnDkc/S1B/DiHw/oqj/BtKUlWHP9DJyK1OOnG7+L2YWzceOs4RFp85qZcawJeUDOivwTEK5KfOqKUnWw4R1wqBo6CxjsXzoZ154zNvP2W4b819fXj82RnMFpByuQejNV38FVQ2Fw1EwkE9z49UeAmPCU3Fk4S+U/W4KVzvBvIpL/UqdptwSsrlw9aq9LdjLJ+SSTetBeqK8n12wAIh/vie6YEtUiWQp0LtMPc+nVlPSmM1Yld2YOh20HHGDzZdhmj51Lrr2oF49f58UJPxDenpkhV3qSw2D9PAb9k9y4KUmBbyryP56GfxI12iP3JRsOIZBTgD0f+hxyORnv/8Sq5Dv9tKbOrhip50E/DdQs5D8ZcQizwBd2PooTa7+Ksq9/HT29rZjW40O9VoRtgbK449INxnrDuno4JUmJSHfpzWirLgOjrIND4DJq+SnbSuB1ibAZxg4jJv+BoKUXMkv8L8bW78Oq/MeR/7a9wPrvY9qz9fh8j4L6i4xAm/ijstT4i5wfk/zr7elaDhOTC+Nx1KU58dxprAQGAnryZ6H93y+j5s4paZX/yjIOOxfcAb8zTw/S8kqdqZV/mwPm2SLkvz0nDKOpYGbkvzEkYs0uN/pO/BOdwlp86xEZfKmI3X2+02L4l8kakEcDW07jEbIYE6ZDiPhoMEA414eaAmdK5d8VMuaSgDw2ZVHkfrxmyS34V+dVWOp6DA5mK0JKRC8ts5J/k2SRkcWT8j4lDJEP6mmu8S/oARPsxbPzVuA4V4nVrgL09gdQXGgEz0MqZxYQkZxQKYaQ/1FQ/mdWLUHDdhbPKEewdJ4TRawMxeuFkmPMTREplFL517uZhIAOmnQit7XpPipm5pd575Br1tQXAsP6kEM5+O6GFnQNtOL5XY/g4rL0ZMBMhrKpWnTuMzMtWCYCgWYnWHH25AJMo1kSDtjRb9mw6mn145WHj8EpfRjLN30T3uky5IAMNsRCb74+gpr/RKPlVOS/0B/SNyPnBxt0Jd1M+7dzEroK+rHXsx6ecOZmlqOV9l9eNRuI7ECnn3RJSb5pt2JKIV4tKiLNMNAeCST9jF+9fDY++Lst+no1njDJv0b9HhRJzpj8O3pJzG4HK/mh2t1plX+y4a+yrG582BRyx6X9k3iutuMFlITJ45KPbdGdD47pi5L/xJT/zlNePPmD7ZAjql5Wdu4N0zFd/ScCB7fiz/4DeObkc2jzt40++ffKcORkR/4JyAZmavIvwk4z34LS2JWyvmXIf23t2PXwPoPTC9bG6WYzCmuD9uJ9wCVfJnd7Rs893unT08Aq8x2DjFIySft/Jyr/JU5jEiJ11e+e9O5RfW1yPvUdXVWCGOqCGAkj6O1B0Edru+Xk5L9I4HHK/GEIx1nrOa0UgYJ9Ig7O0OLUr9GG6u/B5tIlYFUO0lbDLG24IMF5ifQkyhUV577/COzTY6Zq1kWZjJdEAjq+yn+M/KsBP7pYO77YW4Z8p4Cr3CkCO4cR7DvoQt10isF/xS+gWH4g7rUTW/0RRAgjJa2quuvBUefkEOfQPSTI48yMAXIOjnT7cPUsFqWOwRsxZn/3AGvTlX/rOUx1/o7nX42esypR1/u7USL/sSCqaFrvID+ScVP+g73AgX8iZ18lzvJrOL7aUObJqWYs5N+cw8hnVknnBYUftAllPXcRWx/sESeOT70abEBFzRCGf0wVj4CjFBExH1JYSa/8C3Z0KiUgdwUv+YGCzIm6JjhgJ3bQZGxFVHBdfZjeAnRV1OF4p3HfchyXcXA/HCRuBluzElOSfxp8E4QydPtXTULHa9G04WTKv9Br3A/eyNA9vIcDcm+qtN3ZnlNT8adn1+Mf15ZDSejcY5J/u4W0611UhETyb2ROnJg3G/8NzMItl9WiNt+JdXf8TP89If5plTMLOFnQNU2bpkBJKAvMBuZ1qymeAbTasbVxF6Z98R6EZ8/Wa3JJ7EIQpsF6MuVfP/aAgv4CFiGOh520fmtrg62mJk44IOPnZE8v7IoEGx0WL+8yvEvSbQybUDgOEcEOAc4YGaebea0+CVzu4LmC4KxjMhpcQK4soM1C/kOWNn8EAzQzpaurK2ouOpK0/6HIP9lIkY3CPjigwEeVf2KqupQ7hqKcN/Gcex/md80f97R/u6MAi+svwtmNlyHsSh4XrKwrQth1BAeC08HxydP+zXZ/njTq+ViAnFs1pMLV9CpqWveh5uo7hnyOGBRR/516BFgeT6z8FI6F9uLK2z4ITkgdf+kZZoIDrCxHN8bJWmF21GldLMM/QMoifFiS5PkOTz54xsj4iYSkQeR/32tNOvEvnZyDd390Ljz5IvDtb6AeEfyz0hAPyl3Dc/ofMu2/dHjkf/ZsYueXBLwdDup9FiTr39sMGUfpt99+e9xi9sgjj8TtbJOUoUsvvXT0j/AMxg08bc+icjZ84cjfAUs/5nQtfJ764XY8/NNtuPQnG/DvPUbPXRMkldUMutItQqNR85/O8G8itvozyX9QDkaN/0YLZmCyMXAKc/bcg5qmlxDo64IQ7MPk+mex5+i6pOQ/zx7rv8rSVl2pEF+PyOH45CvQmXs9nBm0qRkudtereM++T+Pyg7dDGqLmMh1I4CoRYsuIUDQHyuzxwVO6un9CWsjX+Cn/RiBHeih7e3266R+B08bHzb8//OEPsWHDBuMXhOSyAhxs7B5WPLV45RSbWvmXI1gY5iCXr9bbne1p2gYhRDYDBURYl54ZkNg6a/dlX8H+uR/BzpwPDTp+L92YeLOgDqLAZhSQyowRZfdZ1IuRkP8yF21TyETwteWu06f8m/XUtN2fFjDmJwGMXlufaNJlniuzVttFiXTi/NXnOIz5S43XdkyO9fpOpfyzPAdGo+oSDd7TKf+8Zry/IPvAFcVMB4eCxjthZ03yr0Gjhm9wOqLpxUT1z9QYbLTT/lOliFpV6UiGpl850n6Utm8Fw8erQ2Z8RAJ7ct8sKVmCfDEfS0uXYiygd+ygc4VMPRc+OeNW1ObUJs/EYxg0Vq3FgRk34bqCNXqaaxxEY/OkVDTm2aBHQ8lkDwqKYz4Nmab+m1lkRPln+ZGn/ftDxvhW6DGHjhwhzAYqTZmPRAYb/lmfb+t34Kr9n8L2JV/Qf5Z+dS0Q6Im7d8j4aeyRwB02yiEYVsPmw/XIcxWhqrAOuc7094PXMxMbz/kelPyPRu9nDcb7n+zjIOQlJ0E1vB8zDj+Mgo6n48ZsrM2fT/dXzTt3BypurkBLe3zMNRzDv0zT/jWakcWpjJ7uT7BqWhH+t7gbc7ZyWLVPhS2h7HM80v4Lenx49za6SZ4mY3GTw5grI7yUNA40P5Mjw1aFo638s74+FHftxrGuDNphRgD/IT9OHOjHK5PPxsbKBShKJQaY0ICNK76H9asfgNK9U/9Vd3d31MjzN0vq8J0LayFPHuwjQeDMLYym/UtheRD5X3XtdJ30n3fjTHgK7IC3DYj4MMWy1ozE7DSl8u+TM47rS0tjGbdp5y+i/NOOOKExytZ6S5D/hx56KO6m/PjHPx51MyYgk9u6detG/wjPYNzJP9k9D5E6RlprnA6+njBajvajoL0XD279HM594n/i/p6p4j4ayn+mhn8TpdWftd1Tozd5P+YRt/sL+hC0GQF2aKAXfo5FTvtGbDrwdFLyzzvdYKj6JVFDoVSwBiYseLSWrYDsXA1xDG0/uEgsLVeyqHTZQm9tY3GdfurlQ1BTdA9IJP/jofonq/kn6O/1IVxfj5Ute3FRSwCv/e0wIiEZ3/ve9/C5z31O34DVg1dCquy5sLMxBZivXoDv0bU6GfmHpqI2woB1zoef7M6HwhAiKo5Mez/WsOdjtWty3PPI94qNxfHwShyJnE12VOJe08kagVZY9ejKfyZp/73lxnPemFIwKuTfRsmlzEnwE6UzicP2uCj/9H1Z2u5PCxoEgzRHYcSY8m+CfG8rmwqNKpm8PXnaPzk3TJ5xrjhLqmoq5X+akKubPaUj/1bl/5CgwNn9GEo7dkAojikmQ0Jwwknd4cm+BTtgxA6M0xE9trE0+xtu2j9rs2HKiadRd+wJONXMlP9S/78w5+AfMRDpQMRyTs01yJw/yt3lePW6V3Hn4jsxFiD3o9mtI0LbgCq98e0grfN2RNNwomoh2spXQIyU6MFuHKgPTa2vE8tt9+LuFy5Cs685TjnL1PRPYXpQ2/Ac1P4WRByx4DtbmNfNJP9R/wDaprCkYys22CU0eZuTpv2bz+/Z0I1y7xSEnZXgchhoXScAX4eugJrCgduTg+aeMNw+Y04irTp7ghpWz74S//e+h1DrXJz2WNtrjLEQsNui97YCGxhVQaAnknT9PdLuxcnWJlS2bsJZ9r3x5N9nrE+C7IfEKbBXDCB3RS76ugdf47FQ/g3yT9sQgonW/Oto6cCSrS6s3euCnRn/tP9gTwRFXiUt+W/sCQBeei6I4V2SOWB7g3EOGrrHl+yZ5rsy3Tjx+oZe84iwZuIry9149XPnYdnk9BtSDMtAJa2cyLXPMd6TZO8QlOXX4Jp9n8elB2+DPcU6KZZOw9Ym2j0nJGHLli3Rda+qqkovOahbUoKiKhozdRud4Rx5Zk4a4BxB9p15P6vh2Njr39avd6fKtuZ/SPLPMHC8+zv6t0Gzxcc7kfybaSGpfj6Dtz7yat3I694FMdwLlTjaZkL++6hCJfVjcgvAJ6RKZhLwj1bN/1st7d+KRw49MibKf8Tfj4Bo3ObhgV587ppF+MiHp6N9kjYoMCLQiGsuVV9VLXPyT/YXTLffG8/JtDI4e/AWN22VdqcYDfK/9JF/InL8+IQk/ySgP96/HXP3/RoI+IFNG/DlbY+gKOLEvvVGkHvw4MHouG9spBtJlUvgqJ0VfT3VUnua+BnMn2WaIqyxPLRQSE/ZNq+rr/nAoPaAoZwm/fsQbMRsIu41yQaN/jjeCWeGaf8h3RKOeK6NDvmXzX7JWgRF/YPbkI42ysvLUyj/xvvyNuN4mKA3ac2/CfJ93rSFetaF/jxLEJxI/kmaJYE13dOq/JvqOgl05tiLwNJrPJTyH245hC8ubUd550bkDtRDLM6ctHWItTj/97FjEPqMz8v2HY5T/scSw2n1x9ldmHTqBdQ0vYwaW2bZWIZRF9BPEoksiQzmGmRND2eZsSuJMpR/g/yXCLQdaE93ynnbJzjQnmOk7DNkIJYaTt2Jyv+cTdtwz999OPvEVOx9qRml7klZK/+ncutxuOA5bK86EtdlZNjkn2YliuAQomouV1AAxRXEZruM1v6mtMp/y6uxzfaC9xXAXRHWu6OQsW+2QfTk5ePqRRVYUcBEyX9vUIONZuqwtFVaKhDTSP1fjY/e2/dVleC/hYewv/u/EJP0Uiev6GVoqz+eSyD/ctR/I8DRx3RKetp/IjKt+c9W+Ud4C6YfeRQF0n587qIZljcMoa10GTonfQe1LSsw3mn/mhIBQwlaQpVLFN/5z36sefNxnLPpS2g8/lzSOcCXohRqrGHeE2FPEdpKlsDbO3RWY4fYgYK1BVgwKQe23fXY8Zs92P5k8hjGCpU1PuP0UjFe+Y+ORwViiuwNxuZEfW8HTnUewfGTR6IbZYkt/qKg5B+Fdfjysi/rZn83z7kZwwVZy8h1U4MqmFcYfGbOZ9D4C+NeHnXyD2DJ9Kvwl0v+gm+u+hbebhjfwpYzmNCYuqYCDT96Enykm9jy6EZAQ8Fvkv+IsXCwtI+oiUwC/tFK+yeLEyG0xFX8rWD4R3Dt9Gvx1LGncMucW0b1dc1Fs47NQfPkz0HOqUdtXy/stibkCp0IFxUmDQr8nIIAq+rqfbk2WFGwwhqYiGS40FYxRbljd34F0oqLgh1ByjBRN3lTNdLIaNfApGo/l0D+x2v8mAEBsQFqDjWhpGs3/M4pCPv8kE1zLoaYwXFxJVhR4nfj340JftvL+o9SSIoGhclq/q3kX2V4KKEg7JHYpk6or2VQ2v+Fx5tBeLpNSdgoUhUooYhe4/rc+yuRt3A2duzYEffcZFDoho5KNwFGSv5bBkIIhxpR6e/H5FYWuHxss37I+SkuLo5TRA3ln6bm8xH4IOAszzSc6iZp/8QMLTIoYCef2ZkPTD76GzhkO3Ju/2bS8ecIl2E/3QDiLeTfqvwTn56TJ0/qpCYsxpR/NUV5jjmW1EA/Vjia8PM5GkrKGby3jvSLyAy83Y3jnQrUHIDVgKKgcT2dUne0DGysyX+i8m8t1UkVKAqiU69NJ2dSCWWm/u2/5Ub8ZN/f0KZNwlcsNf/meUzVLnRslH9DxfNwxrGv3/MvOI4vwhVTrxh0P3GeIki09RlL1ovalQkvaJw/h8uYhwpDC1D/XAAe6hKeDfnvcAt47iINss+JhUk2nbP5jFbl364x6PMUoSzoR/n99+F7pFj+YAdUvQ1mCsM/fWNbhcKS9HWgnymBvgXi74zbNMtzO/GhtTZsrAmgS+jFMn8Evds02Cn552lGXSocCM0EKfDQFEc0DZ8XgnjY8VU4r9XAUhJmBfHL6XcG0Z0/Ew25MoJUiSYI+o3XsEk++KkvS6Qjgk6uc9yU/5zePahqOQox3xWtj1+3vw19PSpyKWF0sOK4p/1zDmd0UzMhAS0KORKAPRLW/Y+6/d6k6/ht505Fe38I7547/OyU4cAcp5tWzcSs3osh01rzdGjNbdXLPm560Af28WfROq8aKju0n4jGGOfJVU2EgRNR8i/S7LLSPhliUwcwJSYcWLH+6D/Q3BzfLWbZ2cvw1A93oGpmPhZeWBMzHbSQ/+tnXq9/jRS6B1NfCJHNEay9d63R7XaMyH+ePQ8L7cnbHr7VMXbb0GfwlgNpM/PEXZ/HRz7F41h5hsp/L23jFzYWDtbpOm1p/9aA762i/N+9/G5s/MBGTM2bOqqva6pNNkWFbK9BwFECPiijKlCO63b/H95fcntS8m+zueDF0xhQH0VdcF/a97Au0i5GhkrJPzeGhn+826X3oSWw9tQeFvmnyr9JhhibOKGUf7LLbV6jFt6Ox6adj+ZVFxvGVrRujhB/kspnvRaJKd9kQSYoaPwrHrgwdc0/QbDdWKzJtVSDQdz2SQ67J5sZCJHBaf/UYIx4PlizwZRIEBo1t1Ko83YmWUC5fcaxL2ruGxXyfyQYgDfwBBbs/SU6iXledQqFYgzr/q3Kv2gzgroFYgmWXTUFA8we9K3/U1Ll3+kATpQ0oDn/EBwlRcmV/0jsulvvOyuJmW4xsjy28P3oranOSPkn6OjKwc7ps/HnC53wTB5siJkK5BhJ3+oQ5V41ISMwq7KQ47FO+x+O8u8QcjGQU4n+nMlQ/JmRf+25pbjw1I8h2YqiWRbkXkim/I8ldOVfNRRDjW4ccv0+dATiA1yTZDlFBxzU14VLpmJXnQXMez8KKgyyz9GuIw7RlTX55yIacoPFmKH6YOOZUUv7d2hAp8uY36TmZlxfV4b35QUhNx9Oq/xzHg6MYHx21UnvV197nGhAYomdHTvx04O/w9OLVuHXbWUgiUQiJf/pXNUJlrTQVmzhWMaVMPkxnFNbjY0OB9hEg0VK/mU+H7sX3IF+18fiNtgDA8ZrEPPNNocR50Q6I0mV/7Gq+fdQscdtMVyr7/IjHCYZYrQLDC+Me9o/63DFlH9ap50ISfZFjRu9QSXpHEBq/b/7vvk4f+b4kn9zo7/fboxJ0sNlKIRZei1kXu+uksmYJLDTLia1si0uXhCphxApS7G5YhuncdA03LaYwRfPscFpucxzJy9Dy9E+7HmlCZz1/o6S/9GLb83rFlJC6PfHYp2xIP/Y/EvghXuAXqOd4TtW+f/a174WvRnJ5HLfffdFF3DrDXsGb02U5tjxlUvm4T1PcwiTlLUMyL+/nwYEof4oORuttP/hkHQSaJMaprcK+SfB4khqoFLBDDh9jXuB2gugevJR6OTwP6/vQleVUUduozv3VthFJy7e9Lre2ujhc9ITJWtgwpMSAZrSurulHytzs6gPzgK806WTdeKkTMzSRiPtn6UBMyvaJhT5NwMuMteKYgk2V69FzqIa5D/z6xj5txuLvVX5TyT/pJ1b06Fe2JgAgpI2BPk/DpQsQH2ZgL6aHPzrxmfxzI8OI+KTodocEJl48h8xFQqGhdrbCq7AqHkPRryobvinnvLKuG7JOAtIDAdAHlUcCI0K+fcFw7pbN8EAIwA5yR22RxOk/nHXrl3x96JOGBg9dZiA9/di6SWT8OhLMbOuRPIv2hn87BIOJbKCa8sMp+TE+SsQGQDoj6mU/xkzZuD555/Xv3+t4wX4uTzUOmeCTbFJZ44lW/l0vLlrGi6X5uHooofgMk0LM4DHzuG7F4rY7BqAOPNivKsrArX+BHF7ij5mPJV/QuqsmwGp1gC3mIfd8z+tG8m1dcWuYSoQosGo9DxKtXHXz0wfHy/ln9zD3d42aMHtKHQYwWquH2hKMJM176cloogyf0BPm+eJ+QTZyOMsIeHiD+pf7AGS8roDPIkHeESV72zI/9SuaVjScBlai58CN3UUDP/C/dHa81ZHCebp5L8FJ3ecxGR/AfIUDW1plP+8lXkYYDqRh1IMrOvEifZiTDmnAwNCbNPMnlOILmoCmF+2EIH5ZwMPfxEiXa/T9VPXn89pIHc0wwn6eCAbQnetXwFVyINc/XcgSWq1jWMhMzTvieHj1tjSeRx++avvYfeMhRiYRjZkGnXy3ymMjvJv3TBM5fa/2yVi8sJSHHVU4/CWU7j+7BrdJC9XlaDQ9TSd23y2af+ZEjre7Ykq/6mKAZWwF21l5yNkL4S779FxXcczJf8KrcdXhzBbJpB4Y11zK3wsHsiA/JuGrzwb/1iRxgBEXBGdKeYshsEXFg5AYO346x4JAYlksLCwBYnXQCemLCwGaxVlLMr/aMEcs7b32XDTtptQ+ZFKNP+2OeOxQjLzTFh965LBu+33eCrSCsWu4UOrv4F3JPlfs2YNDh82dlMJVq5ciRMnTgx6zBm8dfHmMyew7T8nsaLsKmyrfTwj8h+hrbRI0E4g5HiGlfafbId3OJOzGfC9VdL+xwrm+Qz1t+r/ClPqwJ9diqJfr0MX7R2fTPlnPLWQ6JoQsRjKJIM1MBmYUwUYcRIOdXqxctbYkP9I9Uow6npSgAmmffg1/4TgkPrYU2w9FvcbY8Xs8zzRyD/BWvt05AVsGOiLoFJU0ZGw2CdN+3/1O8C238Pjvhtl+S7kKB0wO98lXnszSDaVw11TBLTNd+ErrlL09B2EfgYKKiEGYul+5DXClhxLJRKOJusrShC1p54HKXG/5/nz8F6uNKOAVOROovR4E/rdDaPT6i8sQZSNzySNIFNkxMo/UYS/1Ih8idw37ehFCJ6IN+48JJJ/h53DzNZz4VHDUBQVHD1+63N8wT6ActrimpxBY4BsLk6dGlNdAgMBvDD9aaytXovJ8y9Levxm8O2ccQ4kydhiu8cxGYLFI2Mo2EURXziHHKcPvytdgNrblgJ/eAZBU2UdB+WfnCezDIycj8LCwgzS/h2QoOopkb1sCvXLAmv2xNwuW8o2f+MB8nn3n3oTigAsdR3BpsmTcCAvBF/El1z5J+3FTEPJnv1A45vApHMGvS5L5z+Bkn/B4tadqeGfmzrVz9+vQTh35G7fZO4+IryGGZfdiJlNa8Acfw09v/89pLUkRZdDhGYbpVL+Fb+CCGfcb4EuGc5+Qd+89PKxuOGwez5eW/8G3tWk4uwde1Cx4hp8kbwG3fwQE1oaJ6JKaIdegc3yCIW8kFUNAjsFPmc1lMh/4g0iLMr/zupcLPeS9Gwxbo1t957EukPrUHn+Dcip267PtZmQ/0xr/q1Ipfy/GF4FO/th7EUQfbuadfIflBR0yzlwmmV0NKMiE5D3J3MU2RhJTPsn15oQy4xex5MPMdSLoq7daCDKRRIEZRmdxQvRnzsVuUc2ZPza40n+q7poR4eE+DUd+fcoLBQ+XgxIh2jmZIKhs9kmk2yi2NLEyDv8V+FI6GKsXfA8/rrxT5g3dz4a9xtZI3WLE+K+Dz5lbABULMJowZwDxJnGZ+Y9fFZxPRlzubm5+gb5UJuXft6G75P2hvXPvHPJ/6uvvjq2R3IGpx0sTddZcVREqaMSWtVZQ2qrRPkg/5FaKgKbRW05Xcq/SYaI8mJO8Jm0eXo7IWr4Z7Z+iqjIZUlqHh/tHe9IEhTYRQd63DV626fDQ9Q6Wc9phSMfJ+n3tjFsk5PrEFB16nl94gr2xWoUswUJMLq9rfi382Hcss/YIElV858YvJ8O8i/TlEahuRlCMBDd6TfVp6TKPwnWfe1YPGc/Fpf7gZ0vp1T+SQCm9xqmqahLi5Zj2pQlaLn7bnj6F0Pj8hCRAnAl1PwHgzGFWQlbWtVFfOBpSevGk16s9oYhZjAXOO31mFp/EAems6NC/sMnfLAX347D6l7k8U+SlhdE0sN4Ov5HN49ED0g57J0v34yjvUfxuaoHsCuyGKVXfhHtz3x3UM2/jRdwzslr0qt1gdg9UFjpGjQGyGao9Xjy2w/gIzsVlKkbIK1RIPCD71VzLIki6fxh/L3jjxuRH9/IJS0EZ+wcqyEvVm74FFBThT92s+Om/BMQtZ/UtCa2+ks1/sg94GMYfT9lIIOWVFbyX+szTOYS78fxVP4JIrYc2DwKtl1bgT+xDbgioUe1eR7snA0KVZ9rZT9hDoNfVJHQFJThoOSfzB4syaDJUvnXn8gY9cajYfhHEJbacfvFpBRlOjpDbej8+S+gUJPaiDlfplD+CfkP2AYQ0T+3cTzerhAGxJj6HeJcYDg/Fp3QUH1wL0pmLtM39szMB9GZPoMhbO9C6aktCAoSvIEZ0BQl6p/C0nZpycj/0SKD/OufIxwzfiPi20OX26Hl/Bs/Z405UeqR0GXrGhXlP1m5Wdyx2WxwzDMezwu9CMvG/RuWVEhKDiroWJKFzFpkmu9FhApyvyQq/5mm/OufIycHjHICZY2/xnG95emXBz2G7D+Z518mRiQTCOY9MblDgpoPOCyZb6kgCZT8qwyCZjwgDn1vefwHwfc5EXLHi3uRATWa9u9wpo69Q6oLA0oZcpyGKe/aZZch6JUgunhUzEiY04nLv8XpfzSQOJ5N5/9s4vrS0tKMyL9D91Ya0L2QJFWKtt59O2DibH2dwWkHqR8mcAU43Fp2MxjH0MrMpbfNR/EnWpHj3wFVALjSKaOm/I+E/CcGYO9U5V+mqV1Nvc145sA/oosfIf/J3P5Fm4im2huxa+GdyNfSnydrMO0UJfxP8UdRmf8QxCSEYrQwqciF4saXUHnqRYR9NNVgGDDHxjWF5pZF5sr/eI6fKPkPU1fdZ/4AubMTckKNnzVVMqr8O+hCTEpyZGP8m8p/snuRvNeOsiL80hNA/swpqOwG+h9/AqXtO3BEUDDg7457HglYvKf2Y82Gz6D22Cdhp/3A9bf0eeF3V8PvLIXECnqrv0zmgkkOQxmuCyYPZLNFJCADfB4kwYXrhQ4i8+G0KP8WeATqS/Iki0u9+cgvm5FU+e+XjVpm0oKRodkLiePPFxyIbtoGfbHHWHuVl1lKBjS/Dxft1DB/dwgD3uQKmTmWPHT8kFpa0Z0dYbM7nPBHNLw54Ebg+AaIPQF4SeaCxowr+TczwTJt9SfYBDBO47xIpJH2EJClGPmXLIaCVuV/PA3/CAKyEdY5aeqwV0qeBefgeZzzxt24oP7z+LzvKHFpjH/B/U8D3yxCRdOT+o+2kPG6hFeb5zVT8q9pZqipJF13sv2M1s+hH5N3ILqRQSBRx/x0yv9zM3+DF899CLJkKOffb16Nvv4Y+fdqdjC8Hx46tfJNL+mtVDce/Dee3/k3eArTbw5xIos5B/+EqsZH0B+KgFcJ+ad11Uju5k7S/kV3bONMoeOLZP70Ho3g3Oo1+EDXayje+0G03+tDuDmcNPvCWvOfTvlPWvfucES9KwbV/NMFpNQX1kk/AUn7f2byKuyaTAmoLbvra5K2kZB/hycXX7qdwSdv5+FPYqRIwAbd0e4pQzQyGneY94RC24t6hiDxumGlYHxOj6plVfO/qOtfmHvg98in7WZNtPeewqST/0FZ+5tgknSiMGG2ghYF43rPKCW2ltBT/s3stLFE4pgdDvkvoXX/ietCcvJvIERjqLcLzrj9n0EUPCX/ZIKM+JMHhslw3cKbgG03Jf1bpqTbmv5l/d1I6jxJAGb+/E4j/6ZaLfPGwp/n5zH1e0+g3W604ZGl5Gn/AtkRp2lhoiZlTP6D9c3Y36MgVNGut3UbM3jbsevKAI4yETQ+kXl6YSLMACPCa3h6OYPlubMxK0Ua4ERI+w8T92qPYcTXcdFl8PYFsOK8EsyYNy218m+nm3ckNZxuAqVS/s33IgZyZ3Ufwbz//bzuek5Q1PYM/jl7Bdr7GjAjQdWWAhp4RxgVERkMLRnQj6HDj61L/w+8HIDERmDnWfRloEbxtnwEHMUQmNCotvpj1QhYbuxb/aVV/l++D/KpA7jq5VNY7VUQqtHAKAxE3jEoYCfkn6nfDky+GpwqxW1MkUDRnCvJuTFd+73dIXgK7HFjgKQ3Wsm/LxRBfe3F6Cqch+mbW1F4yWAH/6hLvSMn2lpsq9iPbBp4kjnWL2no3ufGRacacNGLwJ5JDNhFwril/ROYdf6ZGv7ZRTugGcQ9V0rf7cSq/LNKBAvODp7WtH9y/06vWIgC5i78o/tquMqfBMdqCISSp/07OB58OAQnImCJx08i+bcZ49ZdquL7cy5DKHcGZpN7PqzowTM5p5kr/8b8I4yQ/FuvW45SjWd+vw/CZDemHz0e3dgmiPj70iv/PmNe8EYGUDFrJtTXW9Bz7CRe9hgO54wgIqBycHJ+eILG/cXl5uLO6+/EOY+dg6KiIrzrsh+lPVaOkiNB1uAPSdAikSj551Mo/+S+vm1OObr2qmDARjeXQj4JVdxKvKgsx9oNd2LW/JNodbrQqSFtqz8yJpIR+cTzYUUqEkVeaxLt1FHpCyAsK1HyD6eGw3nH0edXsCKfjJLMYZL8xLT/bMj/nMlV6F6vAvkcgnLyc3vV8snobTgB8onNDdOJArMTiaLJOilTh+g46I14demWUTW4dd8dRt9XzSTtP+gqhx3HcCgc35Y25D+FKSef1b9n0t2jtBW0yJOxxYL150GBOjjl/8g6oGkrMGVt0nKiEZt+HvHDNd2Fnld7hk3+CcjmWXW1YYKbCIF3gJU1qAyjk3+PbehSsLcKzij/ZxCFYKM7+5wNwrGXgOZYa6506A9IONAygPaBwUF6pmn/ZIFKvHlHqvxbA7B3bM1/oBcygrBJfoid3mjwEfIFk5N/wQbe3NlV2bjNmHTknzvahdzdDvQGQ7p6MWZQJTSVlmFH9WIUzCyKmmplC0JwZlWfhSknfoxJebdi7he/lPKxE4H8mzWspEZ3HVOGO3yTsE11wJUr6jXN5Gsw+bco/5JxrVLV/Ju/0+QIwhYFU3863cxRpdCgz94bYMAUhFCRF9JThE1EaO95ohpLLK8r/5nMBd3ydGxedi8aCy4aJfJvHIcr1w+RFNxbzMrGXfk//hJw+FnM2tKFcw5qxD5d/7WNkq5E5Z9t7oluXFgDeLPXcbQlYI4tzu2ftNIzCXyi8u/1BxGyF8CbMwne7vTKv1s0a739CORnF/SQuZx0JtMs8sL8kxqexSWnRfkn58n0gTE3mpOB3AOFA5TgeIeuZ1cjxg3FajJcKbLOxlP5N9LyRRxRJqP2aeCR7ymYfVJOOm8zbYYZF2/W5yTeG/T6u/JCeGLaWrxcWIHzPz4X590wIxo8k/Zw1rknFQTFGKMFijxqaf+5XBUat3TgN88cQmTT69FSKEkvRFTTK/8B4zP3R/qRM9lISy4L9GBDXy5spVPB5xr3DMcHkEOVf66gEHPnztXLSA4dOhQnNCT9zDaH3jKV0Rzwh2SEAqHoBsXGttTnYPahADhzLlUZ/X4m5F//PIpfb0srOVwoKSqMjjXrWkyQqqVruvM5pB+GIIBljeNgGA5huvElKRpuFf6FA+Wv45W6h5FfZRtWrDIS5Z/cY7n9Nfjo5gdwSe6dSR/zkZl+5NuVMe9INByQ8lTy5Ws8iFkH/4Tp+cSuMjWcvBPFLxej8WencH/pArzskOC4tko3kR0KijOfNDbGgBy/ltfNKcapWTJap6kpSyAJGJbeW7yIovxiTJpTBE+hHZW0q1AUh/8LrP8+cNxoNTxaMMfsye+fxAe8H0DweHBE5L8jzQYmI9hhpzFwUM5cEH0r4IzyfwZRcDTIJ8Yfj/fuwg0nXkJ55eK0z3nxDwfQ0OHFT7u6MaMuH3//uKEsZ5v2b9681vTlkZJ/q+nfO438m2pTd089tvF/xZe3GM7Vuf0n4GzbhMNNO7DIdllSwytRlUFCV1HjoKgaeC55oGwNOGS2EEenrkQPY8fMLNx+s4VfYVHQ/GFcE5iGx9w/0gPP4ZBxEjCJvB2y5oGoiChyxQjShCT/Zm92ToCsEwsHHPR+tRKNuLR/U/kP9QFTz0d/IIL63udSfgbyXqWsE9O5CjRXrEJly0b990GqAmhSeFAweXLRlTg2pwQ2zQZHdxi5dAM9kktaJfWiz6XqAXCmaf8hmmrtszgRj4T8T3KzCEDBukmA4rbhstOp/AtOcIKmKzR6VjJLrqkAG1EIGXZQzf9SW3w3CivIHEbuP/Kc6+9ZprdcLaqKpbhb1XXy/iSQJnNrX38g2hJLstQTW2GOJxJg6oct+RGszM4nwVT+VeIib0FvIDiuyr+VoJlBXrr5Xx/f1A2bVYauC+Y4BXm9O2APS+BEx2lX/kk7TnpkYAQSjDfiI1XvT572DwYHZ9yA1oIQ2Lw/47ZE5V80zh0T9sIt8vCFZdiqHCgu9sQ5ZhPlubw8XkVMBBnv+tnURjHtn3QxsAMO1VifzLR/mab8D1XzP6PjbMzsWIHDOTkgs9UHIhvwFNYgfMXn0Pf6I/rjKkN3ID9EjL408EXFusdRX1tQT6/OKeT1NqupwDud2LDym1CEHEi+ejS090fJ/0tNObg7xfOqCyah7vhTGBCIgaqRsdLVZnh7CLIxriJlG8BUMcD6mHpZUxOrrTbnkqHWqmyVf0kzxxcfJf+/uHEx1t9yFJf2qNgzmYFrmmvYaf+yLEczoLIh/2RD6aatGuQqDkKKnP5DfcfgZfJ1FxN+LLMThwnyGQLdYZTzW3CgtRzpei0R81WuhUPfTi+ev24eHJMW4tw8Z9rxaGJHwQWQzrsFzj6jxawJW3EevnVRNQo0P85Ps2nEUL8EYvw5d8FsXHTrXKPrSeJ7m07/RYOzy0YCc/4mrWSVnliKxFiQf/B2OFQNAfbtR/6zitLJjfmNb3wDTU0xY5szePuAjyr/AiRiIpJgFJQMJ/d1IVTvx937vo+7/32LkepjQTakezSU/8S0/+Ecx9sB0YVTkRGyKDqc/xTQtgF7Tr6eVBXgBQGixzhXHe4CfVc/FawbNQqXj8bqC2HTFkIcQ+VfEES4B2ifWs2RkeqU6tgFGiwSMvTfTbov84Ql/zJ1WiclOdN2b8BFXR2Q3uzCyT1dg9qsRpV/a83/uZ/HkcX3YMMpJS35L+IcqEMhugrnR3/fPP0b+GyfHXmCe9DzeFFAQ2QJjobWIBiOjac8nXiQCl9CbBnYhXhym+oc+usMErF7mmdUyL+DKoD9vIwQWe6ycKwfLkhKsJV0RMePzaV3w5QcdM+dpv4KmqEwJCr/VVWT9e9Ja8tEmOePnBu7S4gS/0TyT5R/onITgyMCX1N/tGZTpqp1Iszx1CFocLb9E9VNr0AZpvKPBPLfZRmr42X4Z4IotpmQ/5y+jZhc/y/wSnr1jYAsN9OO/xazD/0Zuzsjp93wT6KKMacxCFLTRbnL+NyJm7ZHVAGt5edAEVciTDIhUpB/NeDFPGkLljq/jNtfvSH7XtnkfASaUNX0Mvb3M6Om/AdJKRQZaxqDAzd/GlrdFGzl/dhri42xVMo/IQ7zmSUo906Bn8uHkKMix9aPaq0DQmE1iq/8gv64ma4aMLSshisq1UseHvvWVvz1q5vjzB6TQSjIR5/buB6hiIyAPxBL+1dTk88HN55CVcsGnBVZDycX0K9X/fFG4zVpTObzNEEujd2/ian/JoEeaq3KRvk3yL/xeTSGR5ik+1M4T4Zx42sipjdxcNgcw/MnkuW4uSsb8k82Iuqo9ymXhPyTDMaj9SfAkFYYllh3IoHcFzJvHF/fwNBE04x9Op+6D+vuWI7zZxpz/FAYKDTew18cfx/W5Z6DD+z+MuY1vi/t8w+LRlmHVxKwbJmxRZF002EM2vwljtm+vr5hxfUllvkrbbu/8++G3WPEJCHl7VXzz2Y7OL///e/rN+kZvP3gyhOhyR3I6zsOm0xavQ092GVqtjG1JQKxWxlUrJRp2n+yyX44JGuotH/T1fztDqvaFKK1h705Aj506xzcdwVpPTZYFSEwHN+NRUUVWETS9Ju1Kv8sXXBznBwWVI9dUC/YbBCDxvHlM0bK+3BAgnM7/fzhDhbl3/lqysdOBMO/1+tfQX7Dv1DQewhnbX8el7afRPDQANpPDqRW/p2FQMlsoHim/uNQ5FtXDiXjMWaQqoe9jKD30w774g3/CHgxgl6b8RwljzhvG3BzBvFQaRP6TNP+w6zx+yAN0kZK/iVa8+8KRsBTI7SxBknftKr/0XuRZh0oLppJoYWj5J+1OQaRf2cFJf9JvDesaf+JiG7+WNR1M/W/v74XPFW2pfDgddxaQsKfeh4zejeiuGs34M5uziTHd/0TARzoja0HZCZZwu05LWn/+vvTEqF0ChEZ3y7vRkxueA45kfhWxkmhSKBZsDjSLZ/2Vn+m8u9BCMVci3GIPfHk3xwzh8rn6v+GBQn2krkpyb/sk/G1J/+GLz+uoezUdOx5pTFr8n8wfytOOf6N/WVNo6b8+yPGPGfXgAPzVqHpi/fiVTeLA7a+Ick/wXSPkSIdYPNRd3M+ypYMYIF/MzRiphboxwVTPVhNCRLDaWDySnTyr//MDN3PXhRckGmafFhR4MstxC/zevE4NqDQkVpY6aadk0IaCwfP6Otsc4OxESWQbAdyzHbAzcbWpUTTv7FS/r1SI6YefwolHS/jidtWRv/GKBq2Lf4Cpod+hHBvdvOsNe4zN+gSfz8UWIZBAWfEI2xCCzsC0mZxw8v7sOqNr6Pu4D1Q2cw7EowXyH2hOezoLJwHhRj8pMHB7oPwT/OjepobqwQWjU8dwcY/HERn49AtAqEam2MVzviNWYFuPDB0fUiFvLoFaO9rhAoe5559UfLSULIx5zW6KKEg3gR8pLCOWVJ2ZCJbt/+M5q/8Sfj2eT/Any7+E+ryRncT43Qj6y3Y888/H6+99homTcrG/ucM3goorvZA0/ahtuEJHMtjEB4izUUlLqN095tTwxB4FbA5R5T2P5rKvzXtP2pylMLJ9u0Ga8C5OHAuti0+C3VHHkKu8xhYUUAjZ09R8y9gt4NDWQQQlQakyyKzkn+GKhkkU9mVQbuZ4YLhRLDUKVnkbHEmadmAqJsiXeyIsiqlOeSJoPwfbd0H1qPCFTB2qWVa30oMfvz+geTkj7TYuf0N43tFHrL3s67syAnknwRS9H6RQgODnlcTDqGyS0LARYhjLGiI7NugU5BJoWac+MkH9ZfIaC7QB5wGTWFGhfx3yQpygh24elM/5JXjl+q5cOFCNDQ06Otk9JzRuVF0iUBnEDmCHSSU50IBMLwwiPz7XIdw2RuNCDrJef1gxuQ/Ufm3kn9vmFR7GgRGsSh3JqxZJIVyN1rnaNhSycCWl92cSY6vvk9Dv0UdlQUNJUzvaTH8Szy2VCDXStHTWhnD1n4IaI5C/ObGKejzN0AuKD7tyr9MlX8BGiqEUyA0+Pmdj+Na5U7YaKaTOW/nzT1f/1dmI3DMv47sWiW8oLGWcrRvO6fZcPbRy7Dh6FGUzMyO/O+ttGPrCgX+o058cQTkn2yskTWKbFD5aZtRovx3+8Lop5vCPHVMT5f2r8NO7h07upt9UJeUgu08iMLASbT+41OQOk7gjmM7scX7Jho+5sTapnowzgJ4e437ze5Jb6RHMFB+HqRtBplVZQbeQAjL+N34VdnPcMSVmtzJ9g543VVodjmQ6+zRr1dnaw88yAMfpnXxIlBmy0up/I9Fzb9uCNveiNr2FxF2qphWanyGe5/ZjysVLlp2ITqyq/m3vp/1c2RD/gWOAcOYGzNc0swAmxKBPdwHTtEguicefyHi6oGVpahVPgGfEG/SmYhNLZsQWhXC6s5C3M068OaeVvjZPCx6V3LjOitUOv/LQkIXGkoH5x9OP++954PvRpD7GyINk3B8nYbXlWNY9b6E1P6e4zEBgrYEHGvlf0zS/gEsKlmEtyOyjtIvueQS/N///R/27t2LJUuWDNrVvvLKK0fz+M5gnKFefzM+e87zaOeCWD2E8m86aRNwSgQ8SfFMqKnNJt0+cbIfC8O/d0LKf+K5zFPyMZBTAl6x45z6KzG1ZxFsM36akvyz0pvoYU/C3XYcHvsXMyP/tJUTq2Sw8zwScEI0bdnG2kak/PNcrKZas4kTmvxrUhDrKxcgKLqwvHkPIrQe2yZy6E+l/FvxozlY6+vA/FIWe9rVlMp/sOMEiK07qdMn+PyH7biMruOSEhn0PFZlwSvG9QhbNmIGeohZnQdqMAKW7iBlkvZv1xfzHNS1y6NC/v/NRPDAtm/CpgAvivPxbowPfvKTn+gbAHHroWCslR5SD0+CrBobDpUp2PuNL0Dua4s7P4FQGIojgKacU/C47aOm/O/sUHHgrHPgbCWWEIOVdytpLcuZjEN1hXjGcxIfKisaXh2vJXPIyavwUoKWipiPNpKZsg1F/m3Igc/lgWjZzEqFhv09mH/0c2jznMDBWnYCKP/G+VU0ASJJ3yNzc98AfJIPBVxB3LydT2pQKPkX6WZiHDgemHk5WJKN89QmfY03UVwYU86StZpLRClUdIVzMcfRNaK0f/P6kXnfayH/bf4Izq7IwzfPm45/P70VmzNQ/rvZNrC2PCgRFX3MVBTgVdjlAZ34659L68TPdv8cs6rKcfHyW4Ci6ejaaaxvxdVDb+iIDheqOxoRzgOK/V50BrqxZfo/sRg1+OveJHM0hcaLODT9BnhzalHZ1qVfr/4eHzx2i/IvAkWOohEr/9ka/qktIWInAdFya7x6uANXq4xuRqu/ZpbkfzSUf7IREyTik56CPnh8kRIFgWZQyZw2IeNAcl90czKplTM23dOgL2yQXleArq2aEcsIGQgvBe1BhHmgqjlB+Y+et/StBtimLbixLoA/7SLGthoqpycY/Y1hyj+B9doNV/kvyZT8N7wBnNwIlM0DZlyMtxOynoVvv/12/d8HHngg6Q1InEnP4K2Luy6chtcftqNdDiI8RI2L6aRNnHUJgeLI5JtA/rNJ+x9tt/9khn8TcdIfC8QFnHorGNJtyYY5pziE3ITISclr/nkes4/txvwjLP5Vm34BiiP/dCoJK7Le/SHXOUalFQxpgETVrRGSfwWxmn8mTW/iiUD+C8Q8HK5ahY78Op38S7Q9HDGeCnhT1PxbIQfBQkWIBm2pyL+3xQh8A04bXpnH4H9WfgbdlPwTYpH4PJXlojXpoRObgMWGuVibcgK1DQegsuRYPpLxXCDqbcly4KE9xUec9i/JOvEn6HKOX9pebW0t7r333vhfUu8N1mYEbJPy+tFfXo7mHuOcx5H/sIy+Sgb3Xc/hBq0Eidac5vkjmS8knZ0oopko/7ZiG3aIL+Is/hLk5drTKP8MqvPXIu9IEc6v+jMmzYs3MRwK5Pgun86jPM+HHY5cLG6WwQoqBgKR6D01UhKYCZJtMKQLEsk90FtyA07UzQfve37I1zcz3xTZDRfnTEr+x1P5J6V6LV37cHaFAl4n6zbk+DX4I34U2Avi7qcPtB9EePIsOMIR2JkUc9oHHiY5EGC+vQhsMKSv9WQGLsgrykr5X9V+FTzNVWjP/+GIy+7I2CJr+4DfCPztKtDti4BpCWLg6UbMV6bg7/Sxie9lnXdeUJ7HPNGGssgUHH1FQ/7OUlTUxsoDQ7TdaF7eJGDlHcZnPXVQ/7e4ZmgPDNFuh12NgNzVQiQE9chxfHLDzQgLESD/d6mfKIhRk0+HTdTX2S1HnscrXf/G/PIqeNaUIWTrRKkn+QYMScPOtOY/m7R/cr+S1oK2NbnoUD340QtHcNt5UxGSVLCKCoVupjtc2cVYVpI/XOWfoJuPKf+JBnQhWYWgMDg69RoMOCOwc4aHwoSr+acbbAw1sUyF3pAx9l1h45zLjEn+h85uI3GA/i8VbKLvnyH5x/6n0bbhFfh934bNzqFmVhJl3wwa3urk/+RGbNr8A9RPPgdLiydjRsEMvF2QdREkCTRSfZ0h/m9tBAYieOiOV7Fmw9f0Yt+wEgtGk8Gsf9M0SQ8QWKL8jyDtfzRq/ocy/HunkH/rudSoQ2/jihVwROhioUSSkn8S9HSFad/wCKuXdmRC/gMrjGDQK2vwpTASGy30KtTIqpMfUdr/QKAXAeYUHKEuIqFPaPK/pGYFrvGLqFOMY2Hs1Indzg+q+SdjPXpe/nQl8IPphukfuWaSlj7tXzWeN5Bjxy8v58DyBmmUjer/QZ+d4fhooBoIxI6D5zoxtf7fyO/diP99eIfeNSKTucBTyKCq6VXk9O3VHfDNzzNcMBEpzn37tGLN54H/O4WiXz4K56tPo/1dC+POg3UsByIKnOECzGxfDoffqP23wjqPWTcNhlL+idHZvvL1eHjZPVhzXcyjIXHOZGx2gDMyA27ta8XF5fFdXIYCCcQumsrji2crkKtCmPX9d2PKJZ3oD4THrd5/uMr/KckIvA/xMff0VJD7jDKcKQMBFGqlpz3tPxD24vH9D+KqgnvB2AI4OFXE4WoGXmlwCZwZ7CtMBPYXiaN9anBuj77Gk8cS5OcZbeYyJf+ekHFOZxwdmeEfgXnPNHUdwwWfWYi8q2tw+9qpUTGCZCghA+VfUAR0OQ3z6j6mDEqYQy5du8i4IerqguMq3v10EwaeNzaCOk95Myb/nkg7OLr2apIKpasPsnMxBHZBNLMqGXoLy9BG2pLqXimivlZt3v0a3jz6El4qLsZ/F9uhMQwq8yuTkmbiyWXWYY+m8k9ig73BcjzH3o/XhS/iJy8dhZe0MJQVBBURGu1k4CBlTeOc9k+gsTLyew4iFN4HNaEOnSj/EdWNxuoL0J9/wYSMA8lGVdkALWmkJpNDKf8eiddXZs0k//ahyT/D0AyJBGPEkGSst6RRZjr4pBw82fNt/ftJC4qSe1+s+gxw5y5jzZuA5D8vLy86D6WdvwQ7nnC78J3gUWxr34a3Eyae5eUZnDbwAgtZMnb271jvgWNufIugRMjRmlFjgWOJcxVNbT1dbv9n0v4HK/8yJWdFIhdtNSTJycm//jcuH/05k4CyZTjS4c2I/E+lNYwqw8I2hm7/BIz/FCad/A/8LYdGpPy/eWQdTgk/1c292DRBUmLa7ukw/JMk41znSvR+ouZcZKc/kfzHqb+BHsAXc7MNDqH8K5RwOxkPfui7DOWPb4gj/4ljhmPkmPJPiR2BSk2riMfef/e16qX8maT9F1XwmH7sHyju2gSGtvsbCflf2e/Cm0u/jN6cKahg09dRjjlI33R7Llo4Hy5f9z7c9p878MzOMKbd+ADsU5bEnZ+gpMATmIrzTlwPoX1RVuQ/nfKfKwCXbVFx03+DaN+1f9DrHjlyRP+XFezIoca+fTtZ4uyY1UclgZWZ4U+yQ1f1vobvFOajzxea8OT/BN3wbHYmSWdNgDxgBJ/uAS9ES4u505X2TxBkjXXUkxvAHz9agz9dyMFv6dwTJf80tZhnwiigKdtJocjw0r8rjDHWcj35WZF/M9TUGHlUlH8Cf9CHmdMLcPu7p+Py+RWobzfWqojFsCxdzT8v8+hyNUNzRyC4aBZYIHbfEHV1ZpOG2S/XI/DSv6FIKnpa/BmTf4cWgCNwHCXt29Aj9CGH1qSTVpKmp0oyBPKK0JZnfAY7b8OxY8f0DYDfXmnHvZP2gKPXoLaoNqnyP5S3S6rzkQmJss8wHs9TdTgsKwgRYk2z6Eaq/A837Z9AFiKYevTn6PX+ElxCDEJq/n0KvWaqNCHjQDJn1lDyb2arDaX8u2Vej+lM/4lMlH8n043C7n2wS6Q0LwZ/K20BmkYIMd4kNj6mLoop6INKhgomG1+jjNFw+2dZNtqudMhWf3QjKZSBAfpbCcPagiXBJjH9O3Xq1CDl7c477xytYzuDcQZnaX8yo6USK2e+N+3jCyvcOOfrBdj3zR9CFgA2J19vZ2VFJgG/iTNp/6MH68IZZmSQq7Kv9QA8bHVU+U8ZhOVdiO01F8Ad3A4pzQ60lfzXFR5EjfcJfEd6H8QhXJBHigL/LkxpaUW4q3NErf7mlbDI1YzPIDjsE1r5lyjprxtoS2L4N5j8E/WXtJwjZNMKU/lPRf67nA78xhPC5CIRizfugf1AP7xLp6GJdyd9njvSiVkNf9a/1y68MPr7cIiB31GCsBDSnf5JcJJJ2n9pbiVIGFsoKXC5HPANSCMi/zkqB7+7ktSI4GLvVkwEeKiR2pRTS1HVpGJVwRz8w1McT/4jCjztxj2c1xJO3+884fwkU/5Nd2NVUrDygIpprcDmjdtx1cI5cc8lXj4EjM0Bm94RmxAQ72An+AwQ1nh0SRxkiUd1fQSRAkRr/sfD7G+4af+26ggQAlhnTFVKBSVI4h9W3wBjLaVDp0v5JwhYfBXc1BvEF0nYCGc55HXvxZzmTaha0Y1i1tgcGoS/XAMcfwmCYG5AGaqh2+HJkvybBqLJu8xkA2ubSys2HuwgdiUIUBV0KOWfkzjsK9mMuhVFuOHkbLS/COxrYOKU/1y6xHEN/4Wm/Qhrb5qpbwB4Coa+HwS7G8VdL6Cgn8ETq5fDycogdIvRpOgmfDKU57ih0C4BR3t4qLt34+y6NVgz1YaCgUP4x87P4OoPXoJlkyuGJP+jqfwTMHRjjNc4CHJIT/knXz9etQbnUyrgcIqnJe3/lfMFvJKvomyvomc+WA0ZCfnnfbVAATFflGBP4qMyEch/JEJ3n+jGdyr0ho25yaMbLcbGkmAbmvyf5WhCeP3T8NXFn9/ezkOodr2EInt63ya7i4fIeBHWPKiZM7pmfpnAOmatMX42yr+Z+t/a2qrPX4njJQpejJL/4BAG6G978r9z505ceumlevBMFriCggL9hiU3KjmZZ8j/WxfGbil1Oh4i7cjEwtKFWPjzZ/Xv9VSzhBtoJIZ/o5X2T8pRTJL4TiH/VrUprCdsAnMaBZysocp/irR/AoEztp3tUNK2+jPrg8lys/+Nk+BCPgSqg2Ou/LvO9uLhcA9e2a/i5mGm/ZO5y8kDDUUMnlsMXLUmdVozGTNkp9hsFXY6yH+EprKaQWPJnCDOue5CeAqMtNBERNVfR7zCOpTyL0X86OM03PXE15E/YASUx+XNeFYzUsQHtfqz2yHQRdFqkObtmYI3l90ET/8WOITBCn6qc2gTcxC25YBjZXhcXvgGBkZE/km/cwIBYajUJ+G0oXkHsP0P4JoY3PaKgq4S2uqPxHpifKs/krHBk1ZedhJoDy6jsc5jiecnnfIfCmnwu6dhx4JLEGkcHFyb5J8VHOBoavKmHAmMrwlzSuM3CoaCxAho9Npxu54xrWLfORxeoOvKRFX+CTG1M8ZaUaalNmUzIYfJY0mNtoz3rXJNCOX/rlX34LftIj5Q9Cm4eYfubu6jZT/mpi1pLemQA7r7uYvvAfgUCh3N+GBXzMTvDixFGWnhqRodfUns19PTk5HhH8kmJFeezASjYfhnjvsdzzfgVOMAXAsKEAyQ+4SBbAnS0yn/Hr+HeJLilcZX8OnS1frvSmj8Qu4bQv6rTPLvcYC3cZi5wuj5nQkEuxMy/agc6SgTkmKt1NKQ/8+fV4ffbTZaYhJfmt27d+Pa1Z/H8wEPlm39Om5yPg+b831wO936xhIZa1bSbBXkRrPmnyCfStLkerrkMLz0M7UWCzgS3gq1T4XNdl7a90z3fiMh//vaeSA/gmNtvXrMZx1nhS4b7DMmgews+6XwhIwDdfIf7TAyhOFfyFC83arZZUEDL/JxPgepoOhq/DYcUaoA7Ij+ngvsw7TjTRDr0qv1ZM2/vuguMNPfBV4wOobEwd8N/PcLQPEMI+1/lLtrpRrT2ZL/UrohTrgBySDIz89Prvyrb0/lP+so/dOf/jSuuOIKvdaCnOzNmzfrLY2I8/8PfvCDsTnKMxg/0DlHJGmC+5/K6CmH27xo7AkgWXn46TT8MwMwa3Cc7QTxVoV14SSTFqP49eDLTDdMR/5zaJ2iqLKQ0pD/aMsopxM5r/vg2u5EiFXHnPw7XT6snz4P+e+aMaK0/2VzPoZzO+7FtJnnofKGm1M+luwIW8fVaVH+aQs+hRXwevlc3NHqRl6JA7yQWvnXYVH+ZXDRezRVzb8m0R7TfOwaBjkHVJp5kPg8m92OfnsIzuIwcpTYBKBS92ENiq78Z6pIdXSweH3lt7Fz1h1wE+fjEab9s3SJy68egCac5oBvoBnY8Wdg3xas3auhrJeSf7Jnaosn/0rQC63fuPdsAp8V+bcq/yb5NwOdUFiDJLjRlz8DUkhISf4LCsqjSki3KwAxJ1ZfnCkkCLBzsfnDgVn43U5pXMl/tq3+yCbftG5j3M3qSmKcmQBFJ/9GKnexxz0hlH+n4ERYc+PDzP34nwcO4pHvKXAcaY6bt8n9LAYM9ZDltNRlHaKxeeI6qxaPT1uL7aUCLr9jgZ72bppmZaL8s5oxhgtCCjhuZC03zetHCN6BjS1o3tqJrz+6B2HqQWQl/+mU/7z+PEzNnaqXRLwiH9BL1qroZoGZ9u8xyX9O9tdQcLhBOuCS1+VVFQFqdglNwgkmdas5d08IS44ajxV4G/bu2Qc7zRYSZD/8gh0eu3E+zdTl8VL+eTZ2P9tVOdpe8Qb7U3h52l/xRs6v48xHxzPt3x/m8cFtX8ddrt+jqzV+4666wIkrcg2i6xQnLvnva+rGjCOPoM73UtrH/vT8n6L3j734e04t/lx3DrhVDD7yQ2MDa0jkGPdtnxq/MVq3qgztdTKOe4bYzBMccHG9cLKxlPs4dB0B9j0O7PzLqBN/glTXbjjKv4mUc5ie9q++LZX/rKP0Xbt24bOf/ax+g5NJnEw01dXV+N73vocvf/nLY3OUZzBuMLON/KqER7YM7uhgRcvRPvz3oT342nc3YfX3XtF77SZiJIZ/w5mgrUqPmRKUTfbB2wVkITEDn/+2PIfc5i+irGM7ytq3oqVjF/r9XSnJf65kBB68KmRE/nNcDnQXzMaJSZchJM+KtnYbK/T4z8V1u7+M5d3vHVHav1PMQ1gpQqXqTN7qyoLTTf5NF2CVs8Ehh+GkqfQEaWv+7TGSdYKdEv0+lfJv0xisDvJorzw3+vsg64puCiQ+T3IWY+/a9+DE0uvQ2BczPPPWGvWo2yrzomUgmWwEavSxKsPB7U6e3psNBDoUv3oOj9DpJv+0EwpLNzUE8z7TGLA2Z9z5Id9PoiTJrfedH57yb6bXk8cTwk0UW5Uq25pls8acL0+cMDoPTJ9mqPycHEKfS4XbmV2rPwKZscWRf1ngo5tP45X2n63yb25YWduXpoNbDKKwez8cwWbYaJ9z68YziZGGqrse/bnCuL4tcj6q8g2Sucw+I368KDL8hfNwdOp78YX8c9HMc2nJv5OWR51gZdTMLoDDbYsGz+SzJss+igP1ElFJt4AREgLrHGRzGMftII2G6Ngi2UuZKP+RcAQfnP1BLGw+H63/nYWGmncjl+Mw2c3p4+aeFfdglmyMUy43B0e2tqHlWJ9e+58JBLsLjVVX4tVzf4YK4Wx0DhjHqqoKDtvmpXxejqsARV27MPn4k7BJu6AR4xQCTYUgBRDKbcZzLUa3AL20i6yJPT1Rw+1sav5JnJB4PdKRKKsBsF2RIfIcDt9zAar2BnH+LhV0ajktaf/nNilwh2wQGBHh4OBYdLNqxINhTpmQcSAZqwMNA6hs2QimeY/eNSkVlpYthX+XH5vzp+PpujVwTJkCzrJhnw47vQ68suYBaLVz435/alIOvnRlOZ5eNcRGl1kCRn2IBqH76Jg5/ROkunbZXtOSDMm/3az5H6L72due/Ot9wOnOHjl5pO7fXMwbGyde+4wzyA4MRxcCzYYeqgCnQn9nACd2dmHVwBH8eftn4frFVYMeM96Gf9YUy2TK/0Sc9McK5rmIeAcQpO3FJjf8F3sb1qHb25YyMFBcxsLZm5OXEfn3uAn5n4WTky6FqGSvEGYLW58R5JT1D9/tnxBmgZLB9r4ggr7BBDoV+T8dhn8RqvyTzI35Padwcb+KN54+rrc0ykj5X3wzHtGuGJL8c6qC5WEBvsJzoYFBZ+E8nMutxE3OGUmfJ9hs6GGm4EDwXWj2xghimYukFAI+FMBOiUUmG4F8ieEi3lTIQxFT97LPNu2/XiQK+vikX6cE9UNhWWPM2ij5J1eYEexxQbsPDrhpRweeluGMRPm3pv7nUQNQvQDbgv37YwaAhVWVcDc9h7oTT6HPDbiGce5kVoTDQv4li+J7OpX/IRWiyEHUnHoeQoS2q0qD2pJOLNj7IIo6XsGuBu+gtYfMGyMlu5nCvKdM8k8MeblCoyZX7uoeNG8fLpiJxurzEdHqwHH2tOTf5uvDbPYvyBE/h78c+Mug4Hmo1H+l9yDKW17Hix0jz7yzjn3BbsSiDo3BcUHFFlFCx0DsuiWWGFjnHXK/XT71cpw/6XwIkgOBwio4S8OY5Ob0cTMpdxJEH229lluIl/50EE/9YAd8fem7IJmwOdyorzOe3+t0gpOMz65KatoN5D9taUJh7yFMbn4R8/IOwyUaY9imBcBAQ9A9gObQ/jjln5Rckg0A83Ml+7zJQMZm4nqW/v7gjZoPnfwbZYFcKIhpWx342HMsqfVBthittP+Zfgd4hWaLJZD/QERGXz/tvMDIEzIOJGNVokSTbF4ELGV0yUCEj+7//BjOl7+LKxdk3orVX5ULjRXRXhof/032XYmbdtyLgu6z0r9A7TnA9Y8B70rRIaT72LiTfzLOs804KcmE/FcthWP5/+rfvuOV/0WLFmHrVsM46dxzz8XXvvY1PPzww/jUpz6FuXPjd5LO4K0HR7GAgu79sEfCCEfrj5JDChuBXU4gjOJGBlpf54jS/kej5p8oLeZi8k5W/q3nMzjQjQA1gvnb8kJsmWYs3qmMlySbcd0lG4dIBoZ/HhdpPWS81lWLDUPBsQRPUw3dIWFY5J8ESkSp4gXqXLw7jIHf/HpCK/+tvSfRxjVjUsM6yLwDU8J27HrxlF7jl0x1ixLA3CqgZDbgLhkyKDRq/mOvRTYaiMcAx7BQfT1Jn0dS+g+7jfvslBCrmSsWjYVVlgpgT1D+ySKdqu5XpJ+X0zgotI/1cMm/ohidSwg8wRD4BDPScQd1SWapWzeZYwlIh1RSgx1H/l0VUCghI11YhuP2T86xNbA2yX8lzeJAQi9pM+WfYMm0Qsz3b9dVqH4X4OSyJ217BnLx/kdite+O0AnMKWYnvPKP8C7UnfgnxIHtQ76+FDLuF5kDDrTG7h1zQ268Uv7jSoRoltDHbS+BoW3X5J7u6NxHxguXU4Kj+cYGnV+UYK9eluJFjeMPv3kcP3xyN67eVoGB3Zze8i7jXtkAjrmfRTfzJOoL0puJZQLr9TNFSLvG4LBNwXqnjKauA9H1LXHjJZH8k4yvi5as0X/2F1Sjdm03BJeijxtyrmTanWLAPgmqrEF08sgpyiyG4EUnGLrRx4PFproa/NnThj+0/wfuNIJ8Z4humKkMbDwDl4OSf8U4dwERKHIUxpF/6wZMNjX/BNmQf0YTUNr2H0w58Qy+dflULKrJgxYKoSd/Fl499ye4LPwVZAtr3GduYCT+PhNMsYXB0o2JcCg+LvjP3jbUHjqAZVu+AbHptxOy/JPM18Q4uydvBiKeGvhNg54ENHmb8OihR2GrE7DKxuEcWxE2/fEgtv2nPrP3kYz1wWZpiUnA0ppfsxVgSuSUAzMuBioXJ/979/FxJ//DietLMpm/nAVYM+9mPHjBg/jEgk/gHU3+77//fpSXG6Yn9913n26ScNttt+kTz69/nT6APoOJj8o1hVi490F4/C2I0F3UVJAjxkTLy8YkwjkdI0r7Hw3l3xrwnVH+DbIz0zMTWs7taKpYDbemILeUkCImpfK/N98gZkG2H8Ue25Dk3+0QoVAvgaqCsV9UzTZDDHiEzNZ3WcA8bo5ufhhO3RM77b/X14EupxfFXbujpNBs65M27X/RjcDtbwDn3z1kOij5XJGwfxD5JwhT8p/4PLuNx7kHjNo/tjdG9MK71uv/ftRxCA9/ZLnxO/r+6e5BnmYJsMRN2pMTvX/NvtXZwB+QISv9sIX78OF1YTDi6Sb/xvtzrDFm81U+Sv6haXFBu6Qx6FRextz9v4XTZvQiz1b5J+qllfyY5F/SjPtH01KT/3MWzUbOe9biucUM+nI1cKR1U5aQBTe2N8c+U47cizw7M67KPxnTiRtNQ60BCi1byiQ40s65Ft+6jsUvLmfh4Aen/Y+X2V+c8k+zhN6lbkYzYwS12w+9HDdWxPJp0HIM8i+zEYjLPp7iRY17UKBGbzy/DMz6ctTv6UpKPFPhuYU2/PQaGTuKRj53Wudf0zfPQaeHHLsA2cyoSTHHmTDno8IqY273yYXo0dwoc7Nw5jrx690P4cDnp2PyJR3oYY0ypqJqT+aZHPY87Gsxxh6r2BFSFdwh/gPbVr+As+QtKZ/GijwighsDnlrY3NVw0+wtm2LMzQE7g0JK/s20f6tqno3yn+wx6YgxK9tQ0/EfTDq1DrOLOHT7IvjGEzv1cjQCTe9+kR2sJN8sXUj8fSaQWc4wU0xC/klLQkEOwxVoR0Rqm5BxIJmnWubYsHPhJ9Fa90H4vcnP5b7ufbjvzftQdUE+Hqqqxgf4XJzc2422E0MblOqg85tKDCksXQVy/caMN3fPCFvingblfzibOSUZbl5WuCuwumo1pucbpsfvWPK/dOlSrF27NnrynnvuOT3Q3L59OxYsWDAWx3gG44iS2nJ88zNrcOMXeOKPnfaxEiX/NqoksUkmazPYSKf2jWbNv5WovdPJv3k+3awTPD8dflc53I77cGf4bjjtntRu/9IJdAnPQut5BUtqk7dyIWTMJNEuuy1KErlQLG1vrMCxJvkXELAo1VaQa/7QQw/h5ZeNoNcKkywroE7WmgzWPrHJP0HAaWxqKdSfwCYa91PatH+CI88D3yzGx8V/Dan8y+HYwq8xPA5VC3GeA4MCRZsAO/VdIOmsJnz9xtiIdHbDQbNOosQjzfljzVZiQQ4FDlonrKqQac/5bNAvyTjufxGr3vgKwqyMYOUqnFbYaM0/jDFbEOjDwndVY+Prv0LXv38QF7TLGotOTyN6bTuRk6SneLpWf+bGT6K6bpr+3dVG52FX/Ovu2WM4jBPUlk1D29yVePzcEkQ8w0tbJ3NtyFIjXCXLCI2z2z8haomp/0MFimJERNBeCLs8NHHf/Fwfzur8ARjxfL0nuzk3ng7l31xfzbR/hcyPdEmVKDE052ze5oCTZvbp5D+V50nBFGDaReArpsSt9VJYyUr5L4cGm+zA2e4MCUoaWNdwlhb6k7T/XIXB51ZNidbkJ8tsS0b+7S4BYp4x1/zAtQBlTgZ8Ho+f7/4Fvs83wf7+e9GlzdT/XpLkXkwJlsWcg4ZaX97Rhz5xN7477RjuKCnSy3xSwSY60F6yBNuWfAGOvA9G0/4jshpV/gvsxrqcbAMmm5r/bJV/VrKhiG6+y34f2vpD2LC/WTeiJVASSHcmSPV+2ZJ/n8DoG/kEEdOIkyIsqeDo3BNRtYlb86+qUBjj/IaogWUiiBElgb3PGA9h2sWGtP3NBI4WY7O+spUFQ0UbAsZ0+x5K+Q/2Abv+ZnwlgmRe9JwYU/KfbYeKVCil62Ha+SvYC7zxoPH1NsPY2nIPgfXr1+udAyoqKvRF+umnn477+y233KL/3vp18cUXxz2GpAndeOON+gJPAopbb701rs2OGdSsXr1av+FNc8JE/OMf/8DMmTP1x8ybNw//+c9/8E7E/Op8vGuescsdoZN8KsgR6kZNd9pZ1+DJ2qr2DbVjnngDD5dkmQGXmfZv7Uc/ESf9sYKpOgUDBhGUac9nAklO7fZf3HUK177wHyysjymBibAGGIT8a3QROdQ9hPHTKCCalsbwCKYwnfnlL3+JT3ziE3j3u9+NgwcPxv3NTJMPqMbnJwEDM8GVf4GzQWBzsadqFWRT+bdnoPwTSAFAiYChim868k8WbzI2CLbVCegqN1L5ZaoWJD7PSdoLwQi0BEs7sX5lL6qaXkZQbRg0ZtKSf2paxKs8JrljAdxwUv9DkgJRMd7Tz2hAlq3qxs7wj9bM9jbinPdOw5bj6/SfE8n/v89m8dX/4eG6Kn7Ny0b5t8JU/vn3BCEzEmjVS5Swmso/yezbt60fu/4OXHRqNZbQTd5sUeTm8aXVsTnGbSPkH+Oa9p8s9X+oNUAQzsUby7+BYNEHhnxtsicmqCKUUCVsNGuFZHCYm1XjqfyT9ZXcWy099XDhGAQmBM5jfFbbQDBurJQKNizsMvyaSEdHlhryDcK0C4Eb/wH2rBviyL+cJfm/5vCX8eGt38EUbeTrQ9z14+m9pDL4oOTAwD9OochVnZXyT5Bbafz+7Fcm4V1SGTi3cS3ziMK+8g509hr3LulykA08dP6xqRpWHVVw+8vXY8b+VWBTdVfQSxmI94ox97GcDYebd+KPL90HrVLGb1dV4FAVg0J76rT/MVX+BRGOhXY41njwVAew41QvREWKbkgrQ5SKZkPysyX/3Q4VLF3jBiv/KmR+sm5KDOeiCRkHks07TdagUnEjnGLeNdv8ufzGGA2anSBoJuCQ70PWQj3u4QFLRpdZIgf695TwdQBP3wY893+D/+ZtNTYAyHggJYdvEeW/vb09+YNC/eh+4St4avP38O8T/8bbCXymdf6Zpjrt2BHrGzkUSNBKsgU+/OEP45prrkn6GEL2//CHP6ScqAjxb21txQsvvKAbYHzoQx/Cxz72Mfztb3+LBsEXXXQRLrzwQvzqV7/SAxzyfmSjgDyOYNOmTbj++uvx7W9/G5dffrn+3Kuvvlr/LO80H4OX/3IQgS1nYXbVKYRzX0n7WBIAEPBUFWSTBDqZqH3JbmAyEQ63JZAZ7JFFkIyJd2KrP+viGaH9ScOWmmei5KYi/0f8DpwHSW8LRlTXZEYq1g2VXpsH3nKW9JLDtqYBXIexxZvCYtKeGVBtYFP0XjXNy0gQ/uc//1m/t02YZLk30oMpUgt4yQ9GTK+QWIP400H+3Y48LGp1o3vK+1G+/3dxi33amv/eBuAfRhvDsKXGO1WrP3NskBZTf3i3iHl9xSgke2ieopTKv0aVCsveAkR5B6Yf8+OAuwCPbT2F686qySjtX3SLKGt9A7wSgqM0Nu7IPZysfjsdQpIKOw2+Q6w2rtctKYiC9+kD4FkbKu7yoY8Lo93frp93MibjWv0xDEr750BQbFAirozJP3kNs3wgkWCb5L+La8Jvl38Ov3/376N/I2uoWW9LNr+P1nfreTHv9ndiuX94yn+ug8d959shKc1gbS6wchDBcVb+k22CDBX4HwvzIGfqlL0SiqqBS9O9hOlsJRcWy5oYCLTF6elo82eCjKW/vPpd3Lp0PipsJ3HAsxS7JjPwVotx8zYpUVBY435nNC/w6neB876Y8nWJ2z2BPRyJKf9VmZF/4hBvEovatsyc8tPBeh+7K1SsunMeuOZeMOvaIUNCIOTPmvxPmlKGjv31UMRqCKwIxsmgtlXD+zb40S39HV1NJcMi/1PywiBNFjmWR7HfAdW5HI6ADEZoS/kcm03QfXnIGWdYG7q9rfqXeMG38J/j68A706f9j2XNPzF4/WX/Z1GaW4tHtwVRMb0TNlWCSsdShHYyOR3kX2M5eLyNiHBBaMzcQWn/kq0OJ8svBXqcE5b8uySAM00Lw8nPZW/YUP6dQYO+hWg5mZkJOOT70Na7pK83w3J6C2gzU4i8girYMvKuAemq8eLXY78nZP+sW4G72422tpaSgolI/ostG2fp3P6bBR5fK/CgYsfPcPmUy/F2QUajhRDhscAll1yif6UDmbzMoCURRNEjZQfEgJCUIxD87Gc/w6WXXoof/OAHekYBMSMkk+Hvf/97fTGYM2eO3q7wgQceiJL/n/zkJ/omw+c//3n9529+85v6ZsLPf/5zfcPgnQSVtH+SOFyy24HuawwjnKFq/rko+R+8MJqBaSaTrXWyH8nkbA24SCD2Tk37NwlrtEc8Z5xfVVOgampqt3844XM5weXa8fuNJ/CRNYPTt6yE0ybmoJCFHuRoQ5R2jAYYUUP18ZfQJwUQjBjpmIno7TUWSAKymUf8ScxNDPPY/9H0V1zgV5Hfr4EdIkgipU5kE5IEW7Nnz8a4m3hRNZ5kWMh8FjX/FoUpJDNDK/+66mzc1/93eDYagvEmYoljxiHaoGq0dZwWW+w1mqLqkzUcburHdWdlthHoyhUx7dhfISjAq1WTRqT897T4UJR7JfbOWQTIv4RdTd/RYcxBxl9uJchVePj4P/CrXb/C5UUfQM1lXwXv60J4x1+jDxUEDWefuhxFgUoEe2zA5MzIfyqnfwJzHb2gi0HNEQV+79+AT541qN5//vz5sPWQ+8eNwHEVmDzMTRO62SiQDjJKgEhLE0L5HypQrGdZnfw3uUr0bidcmiA2ovclr8CM9nrINGvFmnk4nsq/9f4M8Mb5Vctzcf8HOFS5XfiYlfwLtmiddokaiJsnkoGja6qDmlSSkr+qDJV/a0tJbYhSwkxgHfsKE8GC2cXILXHiuWfJRgwQpKVLmab9E5RNzgX4Brh9TfAEOQRtAdR0ali2sQut4ZeguK6Dzc4htzg7ksHk9qOwey/ahXYItMyMYSSw6dL+ORZbpwEXEN80eo1+f6UdK9ofBk/NQjNN+x9t5V/vCFPOgVQucWwE/UEJLkWGwhnnOuKWT1vav8rxmHrsr0AlAz7nl4M2gjXNOJf9wciEJf85EgNHWEZERMqWkmbavytMzrmSddq/x80hr+8IOLkZjEX5F2SRNPlCTbGR+ZsSxIOC4QCS5bHR0g686myD/JOxQFuMTmTy73A49LWBZAinI/+FioIL/QEUTT/NZYOjjIwi9XvuuQenC6+++qqenkGMBc8//3x861vfQmGhsev5xhtv6AqCSfwJiMJPgvw333wT73nPe/THrFmzJi5oJanA3/3ud3WCQF6XPOYzn/lM3PuSxySWIVhBJljrJBuXZvsWhkT3AUu6WVy/4AtpH7v2gzPxmvOXWLlpPdlEBEPdg63IJNU32Q08ksnZGuyRG/udSv5jyj9N1aQ7xDJNKUzl9u8Qp2PLWbdACJyEFEm+mFuVf5dDxHk5v0RY9eCrefdjrDGzOIJpzz+JI+EQBqTPJn1MX5+RGkdA2pG+/vrreumPlSxfM6UfQpcR1DJD1EbedNNNehYQKRsaz+yRmIN3bK6R6HVMJP9k08skHoNa/RFkkvYP4FG7D9XMAL697jXwlTJemTEbnf7O5G7/dhFC7xtYeXIf9q0mc8cd9K3cCJPuAawYbfWX6VxgdhstlFKntmeCgC8CXiiE3yXhf/xBOPqJEVHyzaLxhltwQ1DsqPz3cnzUBXy/sBuhN4yMDoIQJ6B4QIDGA9qhY8R+PyO3f+s6lEr5n9PO4cJtGvb79wGfHFzvT5R/72Yj8LSzvpilepZgxcGqt0n+x1P5zzbtX6uOkIb0EMQ2hCKy3tEiFRTFGKwaFNjowLWS//FW/s17a0Ax/rVHjPvGL/nj7iMHL2DBngch53vw0ZI9gHBZaufuX60CGyFrhQt2OtaI8l9cXJGR4R/pumFCzbIdVzIk2/j6564WaCEZAhgEgtkr/9WzC9Ds2IfzmwyPmB3967GY7m/ndLyIa+77JPxMqd5dJRtwTD0W7P0VXppdAMF1kVEgxcjgbKnHYK5DgETfp83PY0HtEpw7Kx+ujeswXf0E+AULsahkUUaGf6Nd8y/aRAjU46Us2ItTwRy05lVhvcOLapXcNsppU/7bavNx0zk9KAox+HJCFyCi/DOyMQ+EvMGJ2+pP0aKlC4trAroQaAABAABJREFUYt1zkin/7gi5tkFIdOMu07T/JZOLUPKLr4PPU+LUeUfkJPK66pE/d4j4xp4DvPe3QJPR9S2KvBqMB0bL7Z+AcMuhyH+lrOBHHV3AorvwdsKwZTpi8GfW0hI1nZQGjDaIGk/KASZPnozjx4/jy1/+sp4pQMg6SQlva2uLq9swb6CCggL9bwTkX/L8ZEYP5G+E/JN/reYP5mPM10gGkkb89a9bUl7eJrDRCYTs5EYCQbpXnRwsx+Ib1/4MuJYofTI5+aOm/I8kRdcacJFA7J1K/k3VyUz7l+gOsaSldkMmyBGpgSPDISQNTf7LuQhONARhd3qhTRn71Oqygg48tbITrw0Aq+UYyU9F/glIBpBJ/k3l36b5sGtKDsK5HCZVpW9RSMqexmKOy1z5jwV07OJJOOumOZhZkRNH/slcRsocyHiPkn8zRU93lZczIv8dsg8fObkRnCqjtvE1PLbkCnQ1vZH0eeRnJhCAPaygWlciDHjFm/D6yjpw/n/orf7MFmND3YPkcSovQgEPJ1EXRkD+wyEjiGKVCFheg+AcP7U5JUh6tbcFkzcP4MNHQwD107SJTvTTlGpyDgb2Pgdm1Sp9K9aWhHCMRPknKbq7534YXpdTT8lmWSZO+Sfkf9PrDbpSv9sdwWt2GV8axkcV7C49mNWVf4qgNPHT/l2cpJN/jxpGIBRCHm2XlwxBSmz7xCCuqCuaEGn/7135v+jyXogD8MAVobX+QS80RYkp/xwPMdIPuxKEjXSfSKX8k+wNKQAOLHatvgEHfUUopSV/ZL4hcRhxaE+r/FtMHzWqZI8E1jko4A/hzX+dQPubLTByagB/yJtyc9ssJyTHnNgis88fRDeroFDl4OjxwRM0jttmi6BsZhngjqnsGYMOfVGRoZmt1CCBtaWei967pArrXzSeyEDEZUtvwX/7ZmPe/ofwra7f4sEFPwVPPXZOh/Kf75OgisC8/kbsLahAUHTiqKcbsrQH/Z3pvR8yJflEwMtk48IKP0tG5nF0BaVB13ZRTT725JWB0Omu8MQk/2S86psU1DdBkdPX/HsUg/ybfguZkn8mx5inOpU8MGRzl6I0tAWTjxxD/qL3Dv0ic68xvk4DRkv5JyD8kXBLIgSTDPFBY846L1pisHck+SeT/Ac+8AFdkTcXcBJok7TYRx99NG4yGinI+1gDEpKOOHXqVP29L7jgApxOfOlLX4rLFiCKC1EF3+qw2/logKjsfByYMyNtSmD7QEhPjSx0iUh2+2US8I+28m8NuN7Jyn8s7T+ip1uajvwSJfSpui+UahGEqftrOAPlvwgDcGx14US1Bm7l2JP/YqURBxfXwc870RHsyIj8E0PPn/70p9H6aoKZ9m/DI7hQe/UOOOZNTG8PczEiZRoaSO0sg09jDj7Y0ouz55fGbWaQ600WMDLek2UicRZVJl3NvyZHwFsL+MnvaEvFxOeRwLHPH4A9n0EtcQ6LgrYIZDhdOc20DpUoiuuXG6mERfKPRkT+I9STRLCFYc+JQHDGk8DTgj2PAT3HkbdhJtZ2SHj5PNJ2kwUxLaf+qfoGTrjpKDTNOIe8mD592Xpu0in/ZG0mQbXCaOgumqf/TpFVsDYuSv4JMZo1axbeUJtAqjj67H4oNSl6wGcwn/slII8D3lz6U3zqnh8gKO/Tx9B4zsPZpv1PJy227EBtlwR/MH3Ap6hUyWYVvc3c6U77J+PCJXoALQc/l67FxVPq8JNPv4bynhD8yw5Fx4p65HXAxcNmo8dPN4YHv6AnarLacPn78eTrbbh5eh6WnzdFH0tkTBGRZKiafxOO0PD8I6ywjp1IOIxtL5xEpeXv/oBB/lORR3KOyJyZSBBJrNAQ4eB25qCkn5B/4/ecqAKOYW5WccZn51UVEVoW5ZMiUHLSp1Zf80I/9tUBdsYGxmHMqwLN3hDzcuPucb0/vCxHyf+Y1vwLxOPFiAkcmgx/REEZeuGsXId1dhEFncm7A6VDsvcjGwIZt1SkYMUCnHfsBtT0zEaf3j81hisXVEDMO4Fjoamwi+EJGQeS6xjsk1F76nm9na8nL/m8e8+Ke7CvYR9+xjwKZu658MkH8auffUSPDTIB4zauUZDs4FiUf39BC3pqZbT6juplTxMVo03+rZkzpFQ8DmQMks0VknmZwl/qrYqsc7DuuOMOfZIkhlrEIIh87du3Tw867rzzTowlpkyZoqc5HTt2LKpkJC46ZBIkx2SqHOTfRCdH8+ehHpPKa8CcVImiYP16O0Ck5F/hbPjNwb8BYWMhTYbNTx/H7x7YhqvufxV/3Rxz9TZhVfsyWYRGq+bfGuy9k5V/83weaNyCZ+c+jVn77oO9byt2Nm7RA6NUi2tBtNYsM+WfZ1k0VaxBd/5FEEnv2DFGazAHy/fdj+t33Y2wJR0+HfkncwLxByEwyb/AVyIsVWKuaJQRTURYA1iNdjngNQZOmopsbStGrrc5D8W1+qPoDnMZKf/zNTe0giXwO2ILo0p3vROfR56zZeV70bziChzPvTD6+4E8g/S8UD5DV/4zVaM4WjdNIFkelhioZ4LqXCMgOFYk46GZTt107rSDtvtj7DY9VNMYWoKjET0wVh5RLajRNkzE/Xs0lH9C7Mn6qdDgnUAlLtiyjAMHDug/T58+3XhtxiCy/c4g3AXxJQeZgryOP2IE4VLQh9Zu77ir/sNR/tWo2zWHwBCty5xsG3L7joFBjPCfbuXfbPXXreVD4sswqXCq/jPT1x9r9dffgWNTrsLrxRfiG3nlJE0jdYcK2gmgUIjAxwI9BTwq6vLigmcSh5G5KBnIBpMOTYWaJaFLhrjUfSkE3tzA0MsvEDX8S1XWZj4/cU4pVGeg78Jf4GTtxbiGPwtrHXP07dbduR/EoS1dsc+RBcJCCV5Z82MEyr+me+kQdAyokEvSbzYXshImnfwPtPZn4LAZ41eQfJBY4Bj79+jjyBpupv4nS/sfbfJPxpdGnH31fQ0N1y6twt/WuDHrAIPpTRoEOm9kAzIvJW7UZJvyT1AYkDG3wQan4oFEs76s2CMarxmGPHHJf08EFW2bUd38KjY1JN9Qm1c8D2flnYXDjlo8XbcGRwpLdRM/TsiMzh1qG8Brq76D4wtvhdzTFP39U/MduOv9BdixMPsNnPHEaLX6y7jdnzk3vtPJPwmgH3zwQV0dMEEMsH7xi1/gv//9L8YSTU1N6O7u1lsREaxYsUIP8kkJggnS15s4lC9btiz6GNJSkLi+myBmfjNmzNDT1szHvPTSS3HvRR5Dfv9Og0B7chMn4C6i5KVJdTm0owW5bRF86thDuPhXVwMHnon7u3UROl3KPyH/VqL6TnL7t6pOmiDiUx/tw/eXH8Q/d/41bUqdRE+RZBcRkZKnnlnPKcdwaKi5CN6Cq+GgNbBjCssxScrg4yP3v0n+rR0jSOq/VSknTsoErx/rSRm4TqSFTqFmWXMiHIQDA2g91qerPCSF1bzeptpLNmOjn6nKMHV7tjF2XyQLjM0xsVgohFq4BAFnGV45+7P43347zipdOOh4zJ9lezl2B65EfTCmVLgFgxwMMIVwCFzGcwFrSRE/VFYwIuU/h26QDPAy2ojvACXepxXUr4GlKrHKGORSoCnRZjpy9bRZUQdt3ilkTP7TKf8EZEPbHYwRWkXWcOTIkahaSDLsyLgpaH0ZdcefRI+rHy56zMMi/zTNXwl5o/fkeJr9DafmX9G6Udn8GjwDuyBb4oZkmMT/B0t2/Qia0qj3PJ8Ihn+mpwsRP3sDEXDUI0nu7o7O222KglM1F2Eg/xJ0E2UrlfJPyDptJVY4cArz3V/HhvYPwRfxxZF/Mn5S+R6RrLOczh0oa9+Kzd5YjfpwkTj27S7j/mjiFDB1sfOdTvlPRv57fYYAFMivxFmT5iPXr8DvLMNh4SK89uiRrOv9CbxVEWisAJmzgVGN4w50hdOS8u0NPfANdGHKyWdxdfHLEATayk3yI2Anxson4x5vZtsS5d8quKQ7ByNJ+yfOUAS6M7wGsDu34+p1HC7aocJG56xskfiewyH/eRKDQq+xMSEnpMwTkz9/2B4te5yo5F+yxCGn2lP7iJEN294Xf43mX92KqnD8eBgSFcVQeA+6PfHnePGRu/Chbd+G4B+97O2xQLJOYKOh/Lenavd33V+BW54FchKyAt5p5J8E1skCR/I78rdsQBZJ4rxPvgjq6+v174lBF/kbcd/fvHkzTp48qZPzq666CnV1dboZHwHZgCC+AB/96EexZcsW3dTrk5/8pF4uYKZv3HDDDfqEdeutt+rZCo899pju7m9N2b/rrrv0TY0f/vCHOHToEO69915s27ZNf613GjwFdgiBRjhJOjVxB0+z22W2+pveFIbW4jVaf4yA/I+F2/87Oe3fej4FlYXCMRDyt4NzySlVEQKZrt8qxyFM+1WnI/8CQ8pEDJXyA8vH3vTFKh5JSY6PzB3mXLRq1aqoMvLMM8/oAWpUmaMqRdXDGxE+fBgTEdbgrVlswkuOCCoUFsr+frSftHwWSjRMlZN8/ujfCuuAktkI0hKOVFkfUbd/0qeXzMef+D+Is+fBqTHQAgMpyf+hHIMI9DKWFlyccQ9Kch5EgYu7B9MFvuS4VNo6sJU3NnmHS/5lmkdPupE4SIs5i//BaQPdgDDVfI36bxDln7U59DmTfNbSsy6JKq6CY3SUf5P8l3eGwVCCSNTMxHp/cg1me7ejpvEl9LgluLzZ1/GaAdkHHg/i6kcDmNL6b9y7PPyWUP4VtgMzjv4dhV2voGCI5UKJGOcxBA1dvvBpV/71zTiq/C/njmLGiT+Bt5B/c2PixOTl0ecI7jzAU5rmRQ3yOeXhv+D+v4Ww8shMHNjclLLmPBG8yKCLeQz+yD/Q6xpdwz9yv9jdxjxedHYxbvhorBNLtsp/EzE3JDGDqxIF58yB0tcHr8co5SyuduveGNmCp1k2vCbgZxWleMrRiCfrn4copK64DUQUBMwSIDY2dnk5gIAIlDjjN1DMa0A+D7m+Y638q+pu1DasQ6XQjtvOmwolGMSu+f8LqejHqGbmYDhIJPvDIv9cGAwtVzM7UZn45CPbcMn6p7F0+3fRdHLjhIwDyXglITfZcOrLnYrIQCzGMtEf7scjhx7B6x2vYy7PYHa4H7O4RXjxDwcw0DX48clgo+srq7Jw0U1oAoaWpXB89tkb441sxmym5L8jlfI/eQ0waVW0e83bBVnPxMRxn5DllpaW6O+am5vx6U9/Ous6fEKwiYmWaaRFCDn5/mtf+5q+s0MciK+88ko9FZGQ9yVLlmDDhg1xExpR82bOnKm/N2nxR4L9X//619G/E5Xh+eef1zcWyPM/+9nP6q9vtvkjWLlypd4OjDxvwYIFePzxx3Wnf+Lu/U7DlEXFyG39h77rrM8RtMVXMpitSExDrURlLdOA33oDv+td79K/J9d9uDiT9h+vOrnteVh8YjEuPfAJ2GSHHoylUwQaPMZ1JeWZ5W5+aPJv8ROYXDr2wS5Hjl0zjlGlRDVVyj8JjK677jr9ezIOnnrqKV35J32XTTCaDMZ2mnvAp4D1OnWwp7BDVGjSJWCz83EtF63KfxwRfM+vgNvfwEunuLT3Yoz8G+8Q1jgUO2mgHOhNGlCT11p73FgLHJFYcCx1GQvpX5Z69XrLbAJSlZY3RCwq0nDIf3cwAi7SjxUHfahoYYwU5tMNegw2GnQ5aCcETpbA8LZoFxk5vxu1J36PmYf+ApvLPqrKf4DU+UdNpQaTf4LKD96IXcs86MgD3I1bhvVRyTHubFPRNKCiOrAX18ziTwv5z7bmn2x6EnAqE1c/nQwD11yP71/D4pl5JRC4idHqT6Zr9kIcx+qeJ7E9YpRJtjUejqpbxWs/ElXlxbpVQPmCIcm/6HFA5p2oDd6KrY+06CpzJsEzybr83WUSvn+dhC7nyDfgEv0uTOX/8pllUfKXifKfOKc0dRwHo4Ugaw54W3pQ89X/ATvXINrF1YPbGGeC59pitf1hTsAfc76B+o/2weMzNhpStfoL2AM6CTzgWmL8TvOB1VSd/Bc64svUEh3/s635tz6GnDOzJW7SY7PZUOTfhKn1z6BSacH2k73Y19Cjt41kGB42RTht5J9zOOPmNStCYT9yAj3I8Z5Cx0D3hIwDiaLN5/B4/pxrsWPRZxDqHXwdTg2cwv1v3o+/NP0Fd5eU4tHaSchnqnH4zTa9/WYmsNmMe5DVOORXTon+3hE23q98b6wUYKIi8fqNxO3fRDrfkrcjsjb8+/nPf64Ts0mTJkUN7hobG3Wi/Ne/xvoUZ4LzzjsvbbrtunXrhnwN4uxPiHs6EKNAsmmQDu9///v1rzMANn7wY/iO9GWIJAhPo/yb+wKcSsl/QnrocEg3KR0hmR+JHRqywRm3//gFlCh5JV6i7JTiw1u/gyMLd+OprTEztUTwagAdthdhk/y4ss4IEhNhJZ0OLYx+2i/WWrM9VmAcdn2R1/tUJ+mFayX/hGjceOONelmSuVlINhh52peYgLwWK47chXrMa/6J6Z5N/1/U3dfv98Zdb2vgRohgZWXMCmso/w3zvSL+XsBejAqPHVKnQWQIoSDEPzEwJM9x0GDTVA6Mx7N6+0+uu103/MsmC4hTZD0ro7q3b0Tkf6dNxpI930CpL4SXK8jBTIBrTNUDm8iDbJ/NLpLwzLEdOPrYTxHua4ySf86mwM/ugEvWwOcM3lBL1eovE+X/f5/04+4ZDPG0gyprceSfrJWBgQj8y6/Cy9o69AoH4OKGN2eaJNtBUoMsTv8TPe3fpjoQEWTwTHwKdTKceH4aZgXuxxOT/wkbnftOd6s/2UuzOohhZKgPTYIXxLUh1NWOVtU4Nhfd/JRZCY6hMmJqVwC5VcjtK0S3cixaXE8IVibBczgc0TPPiGXpVHt8duCopP3nG3N5V5MP7nJt2Mr/gHcAjHQSmm0mOhp8yL1sNXpI1kQHUFw7PPJf1kGkeuN7d9mTeE+eA1/sceF8e2pyS8YR6czz5tlfjR2z0/jMfjsDRo0/lsTsi5Eo/0NtjJFzWtdP1n4RTgnYdLwLc3v8EPKMc22LM30d37R/zuGARsm/RDNyTDCR2LzoDSlZdxIYL/KvSir6XQpy+4BIEm5ktvlzsS7ke/KN+JxmMGbq9s8HjLXUHeTgLigkDRLMv+j/z41CO863lfJ/6FmgvxmYfhGQPwlvF2R9pxLCv2PHDrz44ot6iryZfn/hhTGzpzN4a+Pu9y7DhY8zgMaS/KmU7XvMzmGcEgYrqIOU/2wXIf21OG5ExD8x2Hsnp/3H3P7jgxxJCqVd/GxKEFc8/xQkToP00ZuHrvnXyFAxppKDHT6clT+255izO8Cqkk7+WUsP6VTkf/ny5bpZ6IkTJ/TyIUKKEsk/M4LWkmMJ63USIxwqRRa51FdBsHPoSUj7tz4+0fTPVISGIv+hvlagcDpq8hzY5u3WfycpctLnkd+xMO4vovyYsA+8iaKQHb5FQtZZQLwiQeEdmByI1eBZCVWmCEkKROqHcMTHx9eLnGbln6OEeIa7CaciW9He16j/bJJ/nlfwres5zPZrWFtTM6rKv+M9Tij2EDRJ1Huwkww7k6jW1tbi2M5OvPCb/ZjpuQKBuv9n7yrAI6vO9nt1PO7ZZN3dd7HFHYq2xaG4VKnR/i1FWlqkpZQWSikOLVqsWLFlYZf1hXXfzcY9k9Gr/3OuzNyZTJKZ6GST93nyZDIZvffcc877vd/3fhuRl9kzAks+4+kTWfxoiTGujPUi3dP+M5RJ+PzIC+EI1cNe48esWZ0/Vg3QcIoeSKGSSEvDwTb8aw40o751Pxa6W4CwF4JR26u0tKI22E4itDj/4Fqg6BStJMZmtArrFGfqgWKm6l4w8mcxnTkS9ZmPR2OVF9esvR9+rg2tzAN9n/ZvKP+b/leBg1vtKdX8E/HJLIEi1044sBccPwU7X96LsWeei4Y2MgfJyC/vGfl3koAQyVKjaFy6ZSIc8ihQBe+Bs7u7JP+ykZpNcPS3JoALtuH50BjUZ1agUHF3Sv7JOehNzX93JIq8njeLRtEoHmuLJuL1TdWYr4iapwFBsqZz/aH88y43BNVYr6RY8k+HW1FdtBQi54KzJZRyJ4GBIv+qpEbOfaKSxsagfo05aTcyKBoKRUfWXZIJmAx4Xr9GSDcnp6WNqdmKkjay0dIZA0r+v/gzcGi1XvM/nMk/AblwSHq2maI9gsMHdfu9+O8ju3CefCtem/UAZK3Hb0dIFsWVEDFd+e887X8gSfeI8h+7gApxjviiEO5yU7BPIWpxCxgZCHaS9mol/9TMqcAu/faqA01YOLn3pk5doWrsuaC/0OtLsxs7EhzSs9UEIRpkviLeH3fffbdWC09q/+2sG81oQkmQtFpThwT5H6vMxBxf9HNqyn9rLPm3bpriDbjMTWFn5z6a9m/UMYdlHKz3owA0JFXplPwrkVTb6HKSV/caxtYCK2efiYwmf0qBQLfva9jDPOrKwwnPabIIiQpshjmkbCnzGFQc9wvg6B8hN0SD/VkAPgfAbd4Y+Tc5ToFgEDaKxtim2cgTE9dxdtbqrzvln7gbkw3mc/PvwIzgdFyRtUjz1CEg2Xsks6OlVg+eOYMinq+pA8b0rPETmWsvmsHihHFsDPkfbOW/u41iG+8BOXJB1gHRYo6YCKqWzUBhdmVGQuV/MNL+v9j+KlbvfBt3/Eo//+tlFQXjKBSNy0fNh1tB807whqqoQoB91d+ASRdp6n5XYDIztLmS+FRQFK+Rf+uxtQY9rAiF9Os426dA6YNW2fFjf96po+HI4LH27f2wXubdKf+E+BPjNPI4YrRJstma2/eiMAvwuUdhxy2/gJT9bbAcjezCnpUMzfI0oFERtV7sLnomVM4BJrgGvKNz8m9jaXw2MQuTVAUURWP83AK4ssrx30oXJBuN6+Jq/q0BmP5W/sn4eqTqNBw38xJs9IdI2p+W5UUMogmM6r9BIf82jwd0aDc87QfR4owNFitCEJWjjtXOa37lFqQjTPKf5TMmygTX095WXabPVHLhEjdDZqPnLlnln3fozyGCjdMaMKAM8k88QNIcqZhU9trtn7UNb7f/VatW4e23346575lnntFUWhI9ITX0PWnHNIL0AvGYCnpFFHo9OHOnHWL+pISPsxqqEPUgXcn/iPKv18WT2k4Tgih0Sf5l1o2gPRdBRyEeWtnSLfkvzyvv0C2iP+FwZyG/bg1GVX4M1it2q/wTEPJvrUFtD7bgX47HccTq32j3UWmYBkhgPU+yEktEEtX8WwlfvPKfbNq/bJD55vZwhM4Lgj/hmCGvFTKDSxQT6elNAkcEG2sFtAXFlNL+85tfwfTtT4NFa0yrxlRh29mObTO+j7r8ecixpUk3B3cBkFUOtmgUrtr4Y5z71sVoLhyFsvPvgHPykdpx8gbCcEh2nLLrO5hw6JKEL9Mb5X8hR+OclRKOXr8dXyeo92/fsV/7nW0auJmbnxRBNmR+y+UZJKaLaaD8d6eGBjz6cfNxLgTj0oetUGSSyK4riEtrv9ZqtdPB8I+AlDzLrL4eb893455vMdh73gLU1tZqxpLm5UBBQA7J7utO/Sff16l/F8owqSTkPz7QngghUb/2aUWOyQ7qK+WfmBS7s21W/pKU8m8+39wnEFQ2bMGopuUoqluD5mr9++SV2kEb5zZV5GY0IrtlJzJaSStN/TVYSgTn6DwoxDMMPp5aCIkx6tffuBV47zaoqr7mFrly+zTtP1Xln52rP4bl9L1BWGb1EjzyDXsYQ++LtH/emYnimk8xf8O9aGL0rGQTATFqSkyz6af6R4JVCjC21jDmtZT0xZP/nFA2GKhaUMn8TsmWXDrcLni8B+Fpr4A7JltAv3hmjNfXgeGg/Ofk5ERKGTsn/8O81d+dd96pueWbIHWCxISPpPv//Oc/x1tvvYV77rmnvz7nCAYIpF+o9lvhcIr/ZNgzojXDVpBUu1Hf9SPPd5+mBtBkE2Bz9zrtvy8Qb/g30uqPJC5GU8gkSa/f7gwc68KqJXdi9eLbIXQS0LNu9DxOGufl/BzTsh6FrYdpf6lgQoEbRbtfw6Q9r0I0auA6I/9mO09SmmQai5o42V0RuT0UyL8UR/71mn9/zIbJSvjilf9k0/6/EBvwrDuEZ2ub0MCoqKElBMPtCZ+npYFWbsbiNXcip+5XWmY9IUWAGxJjh0DZtJr/VNL+cyh9sR0runtF/hmvgLasCRD4DPzOldiJfDDh4Tw48sD5OKPtZCwZtRhcXrl2jtoDYewWdaMwt1+EkuAa7KnyT8h/mUjhos8UzNoiYM1XhJTEkv9Qqz5fMpTxuhZ1KeVWf0I06DJYaf/W9YB8pu5Sfn1ufdPNMEGExcTdTuKz34jXZboo/yYUo0WfTTE+l+BDTU0NKN4JNlCDRWvuxpn+B3GJ19d1gOfj3wK/LYGt+uOIwS+BFFZivl9n5D9gKP/EjE/pKTvsJvBFAhHae5AatCSVf+sexZwrn1y7F8FDH2htCQsaNuL4rbfiuAWdm/N1B5phMWvL3zFzy1/BSvq44mgilnR+TZE1lKbtkCk98LR7cwAN77yO8RtOBLPxZziydGmfGv6lqvzzRkAs36gdf23iUoQ5fdxxXXQx6G/ln7U78YMfAt/+OYt6PnYfQgUyIqbE6Ur+ifJPoBp7tUXlHYO3e1p1zw1Xu35th1hXSqq/9txsFxZuuBfzN/4RHkuHnhJpNwrr1sA9wHPWYBr+0TQdCZ4NN+U/6SuVtOC76667In//+9//xuLFi/GPf/wj4gVw++23a23yRjB0wRqTJknjkrsw2SI9b78x/SzgubOgkl7IJI0wjkClg/JPNiRE6R2MzzHYsC6gCjFooPTzI8pdK/95XHQTRxnt4eJhKiUEgQN7oVTXQM6WtbZu/Q1n606smV6PrTyHqqxgUso/ATH+27gxmmLNUH6smO7GJFsBpqZhDWAH8m9suqcfXYJpR5Voildnrf7iiaC1/3N35L8p0ACVVeEWRXzhEqAEvahpOYDJBZM7PIe8VtAnwcXWoSwgasTKFwhiz/Q/gGxTwlgOOxtr+NfdhtRG81AoFhkK06u0f2hjlwKtCBDSxcSoch2w9T8IBbJw+vt1qNSs2EirP3J56q3+KJJJdWgrYDsCnNYFgE3sDM2yWtpyIuWfbOITkR9C/gVFxd6xZ6Itsxj7ttTEmP0RhPz6OKu1t+KkshK8SbNw9IHyHzKU/8FM+08m+GszyAGj0AiEO0/7J2aJJpxjW7Vxng7K//TyxTh3yfX4uLEepzh/B6cCkFHR1taIYCAAPtsBuxSEO1CDLMqYK7sy/SNzo+iHvYjDm9NPAkPbtPEghqWY79dZ2n/AKJ2gVAUq13vyHx/4Ii3OVr66pwP574nyr31e8p2MNcRFtyKnpOfnkNbapoXASYBqGLMxlEA2Wp0+pzDDjqsmF0PZoV88X/ouQ1uLC3d/9Rj+PuNsZDsvSlr5T6bmP1XDv9EkrYQHJrS0ARlF2J+bhwplF1iJg4cfRLd/Vw6agyQKRzLPYlXzRXMmwPdJi0Z4mLQn/2a7wtiso3ahHXWGD47Nq5+ndrN7jC35oIt1PRHYzAgJnu39AOHt28Hb7sNwUf4JSOY66YJCfqweIB2V/8Mrsz3pHRHZfFnrI5YvX47TTjst8vfChQs11/8RDG2wRto2SePykChjo+Hu24mhVlVrEO1yYuU0Hcj/SNq/Dtmo4zZJZFebggLGMskZNdPxsKrKjas3gfvSjapWKZL62p+wBWtRsjQXm06ahJYx7UmT/29/+9uRib00ZxwmNdwB2+grUPaTq5CusJ4nErQhcOfYUTA6QzNXiif/CVv9GaUOiV4z0XspRppua0B/P9X4u7O0/4bmEHiPiPGcQGR/hCybTz+csPN0Smn/X5XehE+X/RlO94ReKf/ElJTAk+eD2Afpxn2C+u3AqochbvwQ8z6tQnGzflzIlpmkY2smZKSrw4H6iJ8KZbSei4d5HBO5/SdS/c1MGEml0Jo1Ca1Zc1Bf3dpB+RdDuqLt5/2oYznYJ5/Ra+X/9R0irnojOOhp/8nM/5nGptsuMpDIuegEZjsxomg7XKRFGpUWyj/P2lGUPRoN/GzUXvwxquQSPPoXCd+6+TWUchzE5krkhIzxRcgyyZW3GKB2fFF9PbVlA+8tPQ/vZrAYd/ZojRQno/yzopFuTcqJjK4wfZn2H2gXoMiGh4HRJjRV8m9dz8JZufC6y9DuHgXGpgAOPXusJ2AMRZysiqYp7q4WsdtsmiPf2I8sX3TOZo05OMg7YI/LruvK8K8/0v5tvP65KIM+nMytxHtT/oEPpjwMzkEPWto/Z3ehrH4+Lt7wK5T5F8T871fLbHCSCGsvTAkHivzbGzZh3L43UFwQS0IdrAOvnPUKHlj2AJrZHC0Q9CrLITB2A775i4VJvw9ZTxRjHzT3iJM08kvatx9Qt6K9WMKB1mgb9+FC/gnIdWMNAh7uyn/SVwEh/vv367WAJK2IOP4TF20T5KB1lUo8gqGl/BMcCO1Fxc43Ez6uucaP/zy2GT/8zWf45qOrEj5msNL+ycJhkrx4w7+B/ByDDesC+knlP3HEt8Zg3Z6PcahxT5fkP4t26Q7FZKFIgvwryMChUcehmTlmQJR/hbGhreYHuHz9XSgJTenW8M8EaXt33HHHabcdNjckdTS4cDHGZ+gtS9Oe/BuRZ9mSbhxf899Z2n8y16L5XmWOPCwKscholSJmSZ09j9z35cRj0LzsWOyf/A2EvP5Ija8CCZvdE1JO+zfTHhuJE7nx2J4o/3lO/bnPL1Cx1eJqPKgwOqLQtL6B5kU9wMKpFGhOJ//kZ6mRqUDIf3cboETKf2fqOpkXKY4HZbTEqqvX3bFLSkq0+kcCUTTmTpsfLs4FKkHGR9Lk32jvF5aAVuNjDrTyTz4H6SJj3u4OjOGGrdIM5HBiw0UNFOmNvV+rn7UGv00STNS0gQ42a63+jCChqNpQNGk+StgzIco6gc0hG/+gF7yrCPtHn46Hs4/BWlc3TvY24//hdmQ4OOzlFHBj3HBm8Ekp/0IfK/8dWv0Zbv8aaKVHaf/WTf+4vAKsW/BzrF1wG3bnntEr8s9xNqyfczM+PfqPkI0U7f9sV7v10SjLGYPS6s8jf6uG8adcuKWDMplL2hEOoOGfAiMbxgionuGvwuIdCrLblR630OsTwz+bDcfs5ZERzoMrHHvutzXvQthokmuWtqYbIuO1civGVHyANQdjS9VYmsXknMk4eczJqGXdeH3CMXiZzwZnY2F3J8+9iLr9xdI78dmRv8U3j5+k+YA8cP8DuO00N6673I3WCR27ywwH8t9p6j/rGN7K/+mnn67V9q9YsQK33XabdnEeffTRkf+TdkHjx4/vr885ggECcbY1EYQD7WKCSBjZZDYG0by5Gct8tfi//90I8eGzOjxmsBR3sjiamxIr+ScLU3yf8sMZVlWm3e/FqBkePPXRb7Fuz0ddL9IsD8YgYL5OFArrZklh8rB7wgUAc+KAKP+czQnerwclcvx00sq/mfqvvYZpUAQRayoSj/F0gHUDKxhtN9e9cwBffaRnWcXX/HeW9p9MHag5JsZ7yrAsxGGSwODGNjtuosfCwbs7rfmXHVnY4D8HG/3nItgWAiObPcRVhFl7ymn/7QX6mNs0tTBCSHui/DsMJXaPTUWATpMNH6dfk7SRXcNFyH807b/JL2JCkb6hp81+qglgHkdzfiObOpP8d6b8Ezhlu9bekkA0UtdN1Z+guGUNxu/9DxrchzTy31OQDRkx2iJwWaabgVb+yXpgto8tT9A2MR60w46imlUorlkFXowG1+LhyrRhXNX9WLDxAdQFoqTTvCbJ/DvQLcXI9SjJ+kEnbRwJTphSiBajtVyeoS62lM7G/rFnIEDPR7CLFHQr+VdDbcgMfYhZ7jvx1M7fafclo/wrlIj8ho3Iat2FFqbnRLqztH8r+ecyeq/8lzl3Rm7XOOcA9p6PV8Zmx44yTgtYm5BaO7anjcf/djdj9KEP4ZZq9dcR9DHlKG5JuEaY1xQh/6nW/Keq/EswA5KsloVQtLICt/5Hweg6dVDJP3nvcc36fMZJ0TFB5sVdB3eAUrkBMyXujfIvGWvV9kOdr3nH5vlQ+ch34F3zWuR5yYLMSWFbJiQuC0Fe0v4OeMO4fO19uGb1fbDbetbZ4rAl//OvBC5+CZj1LRxOSHqnTur9ySBbtmyZVudPfqwX+hNPPIGTTz65vz7nCAYIxNWW5UPIaNsHTqQgdNJqShL0BcwTCCN3rwKl1uj1ZkEqqb79VedpTfsfTin/5qbAVLyIQmzdFHSVpUMT8m8ok+FO0qXNzZI2B8j6NGLjgfmje7+56w42uwOcQf4zw0xShn8mzj//fG2zwxpprmILBdtv0rfGjZw/8xweatmGCQv0hWrD+we1312l/Xem/Hfb6s+IcDspGm6VQhbx/1CkhBtJ8tkUexhe1nCmZpywGYZ9ksqC8G/S/zyVuSBkkJFDsjtC/nui/EuGCRgti5GNX9oo/9CPh13Qf7MkiZa3a8fpYDtgyyzWH6cmr/yTsUBaWXanrhcJWXoKthYEs8XU+6uCgFF7P9WIx6GcJrjJ63mjvgCpgHy+d3dLeHiNAA9P4Zwp7KCQf3N/cu211+LBBx/s9rE2pw3Tdj6HKbv+hSl8N+POSDff3yZ1IMEDXe8fT/4pMraW34dvZmyBqyA/ovxzeaNxcKx+vltdIhxF+u1OYTMCSSEfbvvHv/F///EgY79Ly/5LRvlvttdCbn8eoeAHpM9Yn6f92xysZktAwGeJ3a5x8c+Pnys9WVHS5UFtr5R/irVBMdbSdXw9XvOuQgvdvYJY7dfHU5jWjy8b1MeUK1ufD+Nhpv7Hp/0nk42bqvIfRDVGVX6K3OZNeOyyBQgy+fj06D9hWttvekz++yLtn6xPebS+x2HV6L6AdJtZ+9+vMH/D/Sip+FOP2xH2N0wSL3BureSEtnTUInhm6zN4dtuzqPXXwt7ciBmCFwtyJ4KuHoWtK6pSei+FMoK/9bv135KR5UcpsBlr1HBo9ZdUu7+iGcCkU4Dc8cOT/BNH0c8++0zbhJGfc889N+b/L7/8smb4N4Khj8LxTZqaYRfaEe6kzsVs9ceZbXxcHS++wUy3T6T8DzfyTyK6pjIzMXsJVr5wCFPL9NqwrhZpkWPQZhgn5fHhLpV/LchirFEcRyHf0//nmbU5wRjtpliV7ZT8k+8Yf84JKfrDH/6AgvyiSFp1mOleiRlMmOfqYNN2zDp2VIy7b7Kt/pJR3s37zfICtyVLpiufiGmBADKMzaokypD8+kY6V27FipsXaOMwlblANEpOvAEhErwhxCLVVrJiKABGDuPqD4Kgk/e2HRjl33DStxv15Zryz9r0GmZBwuaMrZi883nkNn+RNPnvzunfhDM7N6L8s0ZN8owZM7FrTS0kUULRz3+OwMlLUJkPuForgZqvevRVyYasxqdCVFQsG8NiUSkzKGn/BCRL8bHHHsOcOXO6fSxvj25+5WDnyj/Bl2fOxl/OpLG9sLQDCR4M8q+l/ZulIpIIfHI3uPr34M3RAzi5DKu1lNzeagT6GAH2E7oxaTa6+FCSDyLPoXLUMkzfdSL2bWzQ3s8MTnam/LfQEn53iYg7LuLB9UFXFUKSzIwKMvaJ+bDNUP9DFofJnhr+0Y7o/7M9jQDf8+yX3TknQDD2SpQthI8m3YvPztXV/K6gOmsR5jMgGuTfbPvmyIo6+ydy/Cdrn3keyPdPJvMkVeWfbtuNSXteRnnVcvxvWx0UhWQ28OAketCVf8ogtbSF2oQlBbwiItO7H3xoF2x2Pq3J/1fHHqmVnKjOkpj/P7X1Kdy79l7N9C934yb8a/QYnF02A2pzBmr2xLb17Q4qpY/JPbX6XilM5gotY0KG7eDQq/nvzd6+oDvl/zBFyjm6ZOE2J3sriELT0wt/BOkF+9HL8Kub3Lj72wwEOTH5N1vrMEb7McbVcbIeTKM9c+NFFnWz1d9wavNnwiT/+a4y1O8N4ObTf4+lU07v8lrlWAcabStRb/sEx3sSLwQx6cWSobBKsa3l+gs0Z9fS9eMj/PHknyiMiTY/xNzmrw//TbtNap/VNJ+3zHNFMjcE47rj7B2dxcm5JuPe/M5WNSuZVFBTJRIC+vHLt+t/y4oMRVU6LxdQVM2V3jQWDPuMjXRYQpFbf04qaf8un/6dyqtaI8p/T9T/de1fY9mKHwFSBQ5KetBk0GGoKgylk0qXvxZ0TivWLX8Utc/9WDtOQVFG0FYLVVgJG3sgafJvPd9dEezWwplYY9Qx0oYRZB4m4n9PbMM7/9iJzAsvRPX3z4NKgockENNNfXJnMM+z3XDXJm7/ZGxa3ffTEXbiB8LYILIOSF3U/NfsbYPt4OXwMDehMSuqDpvka6DN/sy5QjSUf8WYG8VwG3YRBZvs01hGM5bkSXceLcVYgK278+vKB8qWACXzwGR6wJieAoIcE2DujPyHBX18ZpFCQjbqxt9TkPeMH/vmNB82MsJ62uqPQHbk4mjPYyi27cT8M8ZGX7wHUJ15KNunjyE79xWWlZeiMgnTQ5lhsXn6tdHPHNDn1CYl8Ziymv5VV1enJLgQv49EtxOBHNPsSv08MzLw7JcHoWp2pQArhQa95l+kjfNvOWdhUQFnBMQkRk1bEcgk/9VOI+vDMk7awm1oCOoeAOMzx6OmVf+eIpd6qz8Cm9HFKbBPJ7tCWL+OaEUGz6Xn8Rm0tP/G3cCmF4B9y3E4IU3kkBGkE06dV45/7XRBFEJdKP+6OqdtBCgVlMOZNoZ/BOYGU5blCBlM10m/P2EuosFwIGm3f4a146RVz6OkGVh9YUcvhw7Kv8JG2gm2+AVkWwt8+wMMDzZC/jtu8EyS2FV6senUTRRQ1Z7efW3Nc0UpLGp2t8Ys9vE1/8TTgpwTsplNVfk3SwwEn24C52EY+CFG0og7e56i0hElOdxciSalFkW1G8CJPlC2szu8f3fXocvnRZApRWlzK/ZbyjbIeSWt6pIFbWQlhTkKtUgTU0ejpRqlBADKjsz2A8gqq8NnW16LBGlCIlBVCvzoOhbXMbNwTCcvZR5HMseRln/JKv+hMglBuhVoAKhgO2aOWYoDq/T5oXxaLvY0+FDZpGKmBIwXuncm74qklWTZcOMCffwGRT0oke6+Kx57Bj47+o/a7Tav3ts+EcSQBD7kgAN54I1sFXL+zM4ag6X8k1K9pvZalBXqx90V9qHNSciQioK8MlA2J049uB71xUvBCwIcTDcb57yJwNXvazepJ07RsmmsAgD5nmS+6Szt311nx/Xb/oSGzK3gnX2jrJGxT4L65rwSbDfK1CwCaE+Vf7gLMMv1EmYdVwac1LuSMPJe2bIA8urTm8/CpM9ZqEVPd/s8leHABfXjmZMt473TJ6HduwtVgrNL5Z/A3O8ku+eaPHky7r33Xmzfvh3XXXddl48lx9SnUshcBOwic6oWRDJa1Clh2MwSkUFI+yefrYnTx6RVEwhLMjiZRsWo49CeGYTdnp6t/sxglWSspZTRrYZgD+m8RfxYXMWaD0vIzLRj7DFiQLJgZBlaJ12jlalgBDkpVYLNETWQHG7kv65Ob6UYg32fAu/8GJj2DWDcMhwuGCH/I+iAdx75GnN2/AC1459G2J24zzGJ+kfIP6eCsrnSUvm3fo7hSP5NVSYYipJ/Ueqa/AcdpTA79kgGgbJCIyjGMSUkQ1xQCiIsBVUVde2h/if/+ZNRK+vBHbo59pwSImSqOF2Rf4YluQNe8ISgpmkaoAnzXI3Ono717+m1/sThN5HyT0AIVlfkv6tzr9UMGyqJr10ghuaQDOO8zjaTsoX8hwLtYLO8mLbjWe3vx1ZeiRtOmJRS2r8NtXA1hOF3NiMnP6pEpWr6xxrZDgJHVLc0ufYzSoEbV4HinRhzkQg/K8O3cnnMeQpJHDLDBRglZMGWmTjNN1HtcrLKf252Lj7gX8T/uOfgrxBw67l/0fbwUxblo7x+Bf7xRh4e3cdgc2YYnnBrj5V/gvIc8hn1TWxIGpyU/1RhI+YlZDzTLCqUzo+/FNavk6KAhNLAmE6vx4EEuX7r2ypx+wuX4N2/3Ao0Ap5QO6rygA3jKFQ5jgJvL4aReIIwK8D29g+Bi19J6vWZjEwwTUKMp0Z3yr/N2w4ZNCZUqKie0TciQLzZJWl1VrGtCVtqP+u18k97jACjLwERSBH5YiUEWif/BHb6WFDqM90+b19xETzNAU1TnzwlhKf5TFQJNObb87pV/k2kosL/5Cc/Sepx5DVf2VeK4hl/hU9LHQ9HlP92eXCVf+291RCc/lq0Wrw6SNq/qmZgz4QLQMl+OPj3kM7Kf45B7J3G/EKwt3Wv9nt81nj4BRkuowWpZHgypar8wzSSNbI2BaPmn3jB8GmemTXwbv+24e32P4Lhg0CzH3w4A2ducIAac2TCx4ikd5OmnAqgScEql77kf7A+Q3op//4Y5b8rIyDG5kSIdSJky8KK5o6RfKtKQlTmKUb9PEXTsLED4KTL2iD461FcsxJifWxZgnUTF2/2Z8XkxUU4wP8eU3c+B4pPkzZwncDcUIWMlnvaffbENf8EJsFKtdWf+V6m0q8aLQVNJaKzjR3prW260ofDIYghnQQoFPDGlrqUs4AymPWYtfUf4IWtMecwlbR/okqOds3BVzNvQpBhkW14WAw6iNFk4TQgewwqchQc/+k38WzoXxh99m3IP/eXCIUI+VdR3HQEztx+E6j6iUm3PEtW+S/KdOPkDWFcdcCNG077rdYXvnRyFuaXNaD+7rux7Knfa49jjZKunir/BLLF5Zx8r8Ew+0sVZJwTSkPQyHaRPWSYNXq87Shqb+hAgAfL8M+Ez+i64Qi24etxDH7/LQavTFkCT8lkyIbrGcOEYJc77ygRj1bGYVH+pZjv2Znyr4r64xhZAdMHrf4I4tP+88s9mH/qmMjc1Ru3fy7bKBGq3QJ4e1f/nCNUg6EbwUjBiMcMhe7XyD3lY7Cr1DBR3fYeRFmf57Ns2UmT//7ItiTHVJ2uH3uGFsApklbvT9DsGtxWfySjiJX3YcnauyD6n49R/v2yvjbKipi2+0CT/M+s1897TjAEyejYYSr/E7MmoskXhtvoQqIax563p6bj2oR6uH2VkaC9m9fL6yhFRmZ2+s/RA1rzz5qt/hJnQQ9VjJD/EXRAyIgCTq6w44z5Nyd8zOxTS9Ew4QmMrngfDE8Dzpy0TPu3Il0n/f6ESQhNEzftdjdp/yQwUD/mu1i59LfwKF2Tf0IyRudV4qzsOxB2bAPPDsyUEtz2GqbufB5CxadJt/mLgSwiR9Y3fCzPDg3ybyndSJT2b0a/TeJHAgNmCnKy7Z/Ie+1v2oV/u8J41y6gjlFQT9TfrsoF2g5iyo7nMHfDb5FdGoTgD0CmeS1jwGG0Dk0l7T/fps8lE4J0TM1/Ksq/PyjCyeWgKXc6zhTasZDu3mRroJHBZyArWIRvrfk1bio5Ac5JS+EPiyBJVY5W/brN2tecdMuzZJX/gpx8fHs5g9LQDch2F0Bmgzj1upkIrflS+/+BMdPjyH/P527FSEslIELxUFD+NYLDGdcNlZjQEihGyizZQMtGZslgK//WMeGT9HmNDrZGWzYyIdhkARP3vob5G+7Dg8H/ISOZdo5/ng38rhS80xYh/2GSymFdY0QxZp4xYRreEWdYto8CreYcEm8CmkxHm/jrpoPh38zzgJPuBJr3Ah/e0avPSTp4eNo/xdyvHop4zNAkKtoN7KwNnrBO9OsCZTi58ix41v4AU7MWd5v239/kXzTak/IyrZH/96ZM0P4Oq13vK/o77Z9gxZHAJT9h8Nk0y7wjKmCDegaZIgppT/5JgIIg320HY2TdWZX/Rp8AtykEsD1L+19U8U8sWncPxhrlk263AwWNG5HbvBVUiq0DBwPWsU1u96aUzOVyReawLpV/I9vicEH6n+URDDgYjkwkZFLofEJxu5z4zY+fg/I9ASpZgBOQ7RHlf/BhLqKCJWrZHfm3E9McoxUYYxhDWWElGYRoVm7eCtTvQShvAnhmAMh/2Ie8mT685GrHm/Uu3C6FYDcWwaTJvxRGY4aKtRMpLJw5GekM81xZfRvmnTI6hmyQzZO5AFoJFtnUEgKdStp/Q0M1DnG64rCNl9Gy4a0uN5M0z8MVqIczqMLNAU377Nh8zJ+Q1bINdm0uSa3zh8uoG/VI6LHy7zcazFOqDIaVoBq19mmBFX8Egi1AdQnOXhUEnLrbP4E/LCEnUAEbckFqLnjLcesr5T8/vxRNedMQcOiKR+kRitYr3b9qpfb37lFTYCt8HWdkZOKGFuC8Xij/qqaa6Nck2cYOFeXfbIWVpXbuoi0ZnRoI+T9uoZg2yj/H2vCDs/4I34FRkHI4sEI77LQdPvjAq37YJRaOUBMcYgtcXGvEh6JLhH2A4IN9/iysbm0HmWEUUR+08e3+4ucXEn80XGFS7kmebNp/9L16r/xr1w65Pgl60eaPgOEdUBgVipFpQVp30kko/3ecOAUb7tfX4IPiIpz91M2YlF0O8cqTB1X5JwGVUqfht6MwyBT8+LrYDjawGw0tleD5o3v0uvFkv6eBs7U1MsRiDjWWQHGmk0OwdBypUIBfCKXtPtAMVsmqrBVSEBsR07zXVP4nZE1Adb0Aj9GCmzJr/lNM+w/asuFALZoYvaVsVh6HGVse11+T+x7SHdZz2Bfns6CgAPv37++E/BuvP6L8j+BwRySFiGKg7o3W0MWjvj0En0KBciXe5IyQ/8GHuYgKFuVf6qbm38ZSYGG0AlMYqHEBgPi0/9AbB6B+kYGQEhgY5V8WcOVcEe8ePxq2i/PQEmpJSBC7Ihpff1qFOYEfgJ29ACXXJc5uSReY5yoQ0ol+ZoEDWYXOGPJv3SwlaveXSto/qdFWDfd+AtXwfehszFA2G1ReAu+SkQMOklEuAEgR8p9KFlAt5uOTZQ+hKueMHiv/AeIuZ2y2HbmCVmOfNlj1V2DlQxDe/wgnbTSOLaHGKhAQZDj8NUBAv4544/glQ/6TVf4zM/LAB6s0lefDPc9j3tIZEOvqIezZq7lkbyucBIptRw3LQpxzUcKsrqRhIZbLD0pDhvxnBHXiNdV7qNPHyRbyX1qQ2UH5HyzDP1VRMLpgCijRDfmi14EbV8Ku8HjyjxJef/lhFAT0OZLijbGVTHDHpgf3M5ZOx4ujZ+NTjxQJQFq/Z6K6f7eoz012RUqq73yqyr91fUpV+Y83/CPnXvt/H5F/1kbIP6DQxp5KlbAjHO0r3hly1+zGtO26b8oc6m3tt5+zI6OT9O7e1vwnC/Ka+TajLIxmwUsiJmW+hjenP4zGjFcHNe2fwN+aiws3/Qynh34QuW96SSbOKNH72Tvt6a/8B5oOYvTB91DsrENlSwC+sIR3znsHz5/+PCZkT9DS/l+YfBKezp+Gx9/9BSadDYyZ1bk3SSIEHfrjm2g9ALx//zoECiWE8mVykpHusJ7DvujiVWCk/jc1NWnmuTEYqfkfwXAB79AXTYXm8erHv0r4mM2fVuKOO7/ASf/3P2yrSdziLd3S/odjqz9zEV2x7U0IzkZsOfgl/GFvl4s0zdrgMlLPeJmDKMeS/3iVJOAcg+riI9CiTIJtIMg/w2N78ARctv5eHL/nUoQs7SiTVf69jUEEwxMxNpiJzN6QmwGAea7ChiOvHCHX0Zp/K/m3Ej/zXKVC/l32DMwJUZgZ1smBaqS7dfa8YFYJqk+ag5bjjkV1hQQhR1cTthfZYO9B2r9Mq1ApRnOV7in5t1H6+wb5MG5f6AbVi17dfQ4jEEHbec0zxQTZ+gVEBaFQEEWK/vkdPNfnyj9RhlmpEdO3Pw2Vasbo0aMjqr8wfjI2tMigGP18ucYdl5wy3NlndDjhF6Lzx1BJ+yfp2QR0gswnEzabCqe/CvZQE1ibvQP5HSzDP9Owk0AuWQQUTsdNGbdAMIzECoItqCw5GrtKjsGt2eNTIv9uKoQ2RsVaRkTJlOwO3zOh6Z9Rt0yRtP8+Uv6tY99K+Hur/Ef2DeufMl7c0gWgB2BtLngzFmLTbF1NpRQRbwXmdvu84qxRKK5bg5N3fh+l/le1+4KeJniM9quDmvZvOd65gh/j9/sx/aACiOqgp/3Pa2ORGyxBvhLbFWazrM+NEiOlPflv3bkH4/e/Bdpfj+Pu/xRPfL5fK9uZlT8LNsaGJr+AN8cfhcc9o9AoBuHI4MGZgbwksb/oGHyx9HYUZ+vz28H2alx5lQM/u4IFO8QM//qS/KuqqgUAYjCi/I9guMDm1CdwmeFRaTEZs2LT6n2Y1k7h+kMvoej+04Et+gJlxYjyP/gwN2bECKmaWYtH3/ul1gaqy1Z/NgdsTn1TVO/KhWhs3hKRf4/bjabcudgx+RKI4syBSftneMjt+qKV284iJCUm/10Z/gWD+gZGhQzF0lInHWGeK8GotfW1hNFU5UtJ+U+l5j/TmYeTJQ9ODfK4xmvDuWNO6vJ5nN2BGnkx1vguQkWlikxDVWhlPbCzHY0Ju7sO/aN1FWvDeFfnaf9EmfvvrUDlusTfw0iXDDESNtht6aX8GzXWtJ2L9EzX7lZJOzwFftoNN3Gc1zaEVJ+7/bt5N2haH/OFE+bi7c21CKxapb/fwsUQJAU8p38uN9c79Zp8xoCRHu7iqCGj/LvaN6Owbi0YuXPyN2kajSVrf4cJ+17HTsMBv6FBN/4jsAauBnquIKVd1pam9XX1aJb1bAanFMaecafjUNl5OIR8cgEnTf7tYS/GuB/HhJy78GnFyoRp//EIQEFO8zYI/tY+U/4T1e33Rvk3r50OQbNeqn2szYm9M6J/q7KcFCl/Z3uj9psTA2g3gmdUVghzyrIG3fAvbHhdEIxub8BJH0i4+S0Fith3hn89JXRT2/X9B2OpaCbre7WRCSbR6U/+JcNs1MNSmvDyjxX70GaUsRFcfdRYnBT6DK2f66aGPbmm6kryEbYVoMHIIGzeo+KGLx/EUTuiGRPDkfwTdEj9J61OL3gCOON+HE4YIf8j6IDMPCec/mpwoh+ykNgJWDCcfidUBiDvqwB80U2PiVTUvr7GiOEfOpBCKzHuasFgeTt4u77A++2uDuTfmvaf5XRGUhqXTCoAbRjU9CsYDrJP/0yZAbZHyr9gpOy2buHQ8OjfkM4wN1TtZioqIRmH2rUotbnZtm6erMQvUdp/t63+LIQ0W6HhNpaJzjaTJNtjlUt/zAGKR5FdV/5FsQA2I23djKYTX4Lu1N+QUz9vPtrWufL/0V3A2seBx09I+BqSoI8PmRJgV1TQtoFPwe6OSNE8BYqUWKj6WORAaY74zQWzIUM/R1wXbSh7qvznOfKQZ2wwIYn4bFcDAmv1IEr5Scvwn5uOQHmufh276nb06quSz3jRq0Ec/7QfB1qVIaP859a/gunbn4I73Pn3V41MHIIV+/U5sbo66g5fWlqKgYZ5jZLSLtMpHsvvg1C9BY2Gq/9RY3lQHn18sBwF5Izr/oXt+nkTN36Nh1/Yixs+LUbllraklP8K1zbYG55Anfxln6f9x89tPVX+zTUtsm+wGeN0wom9+pys3QWW0t8jSAfxj6rPkyLlB736+VMUIGTXzeoojwsuo8VrPMg5iH/d/iL/kiDA07ISpVWf4fyJHuyacAG2zv49xkmn9An5J5+bYXrWNWiWIVpoJatG1s5zqw9i+sZtmPPVX8DVv5r+5J9mNT+WLIcLkws9CDmW45r//gJfN3yt/Z8LB1HWUInSkBffOur7OLRaRMgXHffJgBL18S437tN+i0ZHDgqxe73hSP7r6uJafJLM0Bnn93ouSDeMkP8RdMCi08dg9qZ7UFb1KeSIU28spLA+SRDliibmYMbmwIpUTL76GiPKf+yiWpQ9GkXiPJy96Brt7y7d/nkb1jv0xdfBH9J6gFthVRjddkeE/I8vGSBVj6JAUeZixyEkpk7+w0YPXUaWoZhEKE1hnit/yIu80c6IwQ+5vswNTl+m/VvbZWnPDbR1OWZIXf/8vfpmQmrzQdy3Wbt9Lr0dPzxpYgz5J0p+d868kslL41rDxSj/hiFlZ2gPCFqKbXm9gMXbVDD2NCL/mToppGmjZtwwl2NVICQDHCOiWvkME/a8ggyX2Odu/9p7Mjq5P396Hq47ZhzGvvkmRj36CFzz52FueTYCxubQ9fFve/VVycbso/0yPjkgwy8ODcM/clxlI4Zppv8nAlUwBU+c4cA/TqFBG+PLSv5LSnTSNpAwr1Ez9V/+6jXgk7uxm9qA0Hh9vExxMTArA5jcUmDBd7p/4QxjzKpeiJwbdeXfhf89e1LK/65iFr++UsRflnn6Je2/M+U/WfJPnmO+RiRodvNq4NJXgYmJDfaSBV0yG1/s1AMiEteGL49/HZc6l3f7PIHXj+Nu0tbWNUa7zXSRjk2M4eLV//6o+SfBG9kno7z2WUze/SJaGxogci7IrAdsi9wnaf89TfknkGGsCxQN1cjoI27/NtGLnJYdCIf3pO0+0AyMVR4xGV8uvh0fB2dp6yfr2YIdgfewrUEn6qFt23Dh+g34a+koHDntTNRtEyDHCTTdQaH049RiZBQobfoYLa/uel0dlsr/YYoR8j+ChAvJI5ctxLXfY9CcpXSprDGKAIbkqzo6bupGyP/gwySFOe5CFNkn4+S5F2l9vbtr9SdRO1HnWIniwNfIdvGdKv9upy3iZMz7KzFQoIzFi1gT+ogTdYqGf6KRDkv60xNTpnSG9VyJhB2S+2xsTCp9X6b9W2uGtfc0yg06V/4ZZPn1x0hBAYEGnejL1U0o8NhjyH9ubm6339ferpPYsiZFU4BMIhuj/M+/Sv/tjq3tNFHrpFC07R4s2HAvWkQFijM1Q6R+RabeR5yGfv7KuDqs3PU+Djx2Ldwtu8AxAnzsJji9nyCvOCNl5Z/M392ZzRX/5VmUP/0UTrjqSkwq9IBxu+A59ljQxjn2G27SbuPa7ini59yhQP7JNUCrChSKgdHxLyHWfdqMLOWnqCleBo53pAX5jyj/RgBP5vXj3Uh5ESjRz6VblonvXGQeSQqF04FRi8Dkl0ZLVWQKiqx0q/zbFf16Hsf1f9q/VflPNu0/vnWtfqNYV/qM8qEef05PDnJW60TeHpZxfWE+KNP8rwvQRp0xIwNiu35MGxS+yxK1ePLfX8q/3ChijLFG7N9fq3lDESiN7T0m/+Szms72vSH/QTZKXkVRvx2WZO04ardlJW33gWZgrILV11KZYXDytELwDp2Mrt+tH9v/fLZd+93O2kEb3japuv1nNOjXjOeg4SNkZEJy0tAg/9ax3Rfns7AwasI5Qv5HMKxxwjHT0OaiIBi1ofEwMlW1nr+68t9xU2eqjWQR7k0fzp5gJO0fMQupalG3SVp3d+R/0p4VuOjd5zG2UldxrbAqjA47F1H+6wOdq2R9DVP5p8DBH/anrvxD36zTiggmzceF9Vy11enXFMPTnfYU72vlXzLUz86eZ+fJ+Tee429FpbwT+Q0bIYmVkcCDucFOZEzV4fVa9cW3wMhiN+v+Y5R/txGp9zfoubFxCIsybLKotZerDStgXN0HHQYMmWXaL0bVN/UzsBEvfHIvWrzVEMJhsJyIl49m8L0bGeRfe23Kbv9k7utqviXn8/hd38XRu26EL8HQJ9kk490lGCuIcNO9IxDxqsxQSfuvL/sRPl32EFjuyE4f528NIytYAC5YAgfbkfwXFSUOTA3EXNEWaIag+CMlJlwoCK9TJ1fh196IPj5Z8r/gKuCa/4E5+hptzTchCkq3yv/Mxmn4zuo/YEnrkn5R/q1zW0+U//juNX0J8l65tD4/cSjFhC1zNc+a7sDwJvlXsX1eMV46isZntowuy+ri59b+IP/k/AmyCs8kGdQ8DhWeIs0biiAshnr8noT4m3uV3pD/eld0LQgF9HERlhTIbBmqio8EuPFpuw80rw3R7LSjUGgON0Oh/VBVCm+tl7QOWxu26h1I2tnocUrV8I8z0vzZsD6elEh579Ag/yPKf+8xQv5H0AH7NjWg7T8zsWzvtxEmzUYTQJWoCHmiu1H+B2OyTaR8DUe3f5MUkvZPJhS1a2MesghVB/RggbFGxCBms1RYhJZiXWFZU5G460N/4HX/VO23qvKY4JmQsuGfQjZkShA0KVsZ4KyUVJHoXCmSErPRtm6Yumv1133Nfyz5lxm2y+c5eBaU0RpSEUTw/BbM3Po4PL61WHegOUaxT0b5d7qA7ObtsIV0ImXW/ZPXibT1MpV8kv4f7NgFICQqsBubqJCqDnjmUZeYdg5w/Qpk/OTvKHvjNbDfvx60M9oVgWdEFHnHocQ7BlInZVddKf9d1fsTMBSDgBiAqIgQwkEcvOxy1P/xT1CMTBKyEX9+3m14s6oGOYxtWCr/XqPDyXZGb2eXCFKbns0yu8aJTF4fj1VVVZHNZF+p3KnAHOf3/+dmrGp9FgWGoGULh1GRD6zNU8CM0tPICbiKT4Gtryf9+kxGBihVAmWU3ZBMpO6U/1ySDq7YMX4/0y81/6ka/nVllNndtZMqWNGHmQXRRbSgZSbUJMi/kp2P9+dSWDGDwtpJHF45msahgvIunzMQyj+ZG3a0sHhM+AM+yngQIWcRZEP5bxbCvSo1OPfcc7Xf55xzTo9fQ6VU2ELNYIUGCIYxYUiUEXTOwM7JF4NxHpX25D/D8NMiVWF7Wvdot3k1DzR4bK5sA+XT918+VSf8DPGOSdFriaKMDhyqvu7IlC2pcrrhQP6rLQHcwxkj5H8EHUA2nFKbDZOrc5CnjO3wf7IBp2TaovyrCZX/dCP/6Trp9ydMUtjq192DTXS1CSP/8ysMRNaBdrYQu+piHa+tm6W8olEo0JRfQDVI4kCgXmFQUL8e9qZtKOALEpL/Lh3PT7Ijt+InKKpfp/WpT2ck2lC5smxJKf+JyH/3yn90A00gGingnT3PYSNjySD/EgXViBiRVyFtQK2tc5Ih/wWlIuZ+/TByG96PIf+yLEcDTy9cGH2Cr2Okvm13G6rGXY5DpceCYpX0Iv+eQqB4FtjScXjC/z+c8fklGHvlYhSe8WM0Z04Cz0o4bcd1OH37j7TODp2hMxLTnbpONvDz96o4eb0C/zOPILB2LVpffBGUdX40O2gk0wauC8TPuUNB+Sfz3y6jQ8FWo946EcRmfU6dcWA3OIaCoiioqakZtJT/+LlCu+aNoLxTCGHtZBr3Hs/BdeY39AeoIjxiIKUNP8UyEDlGC5qae4XulH9K0YkJKykDmvafDso/BB9GjbceXxEU2z1BlgtK8M9TGS0DyCvoARUn0/W1MxA1/wSUxw7F8GHlFRmKEcyodvXMed7EM888g/379+Pee+/t+YejaRz55a8weu8dgFECQJR/kndB0OAPp+0+0Dx20/yGsCYAe1v3arfnFk3Fip8eh/mjs+EU9CBtu6o/juNTp3Es/HAEG8Ao+rUzPm+S/lo9NFocaIwZMyYy3hctWtQnr2di7179mB/uGLjd+giGDFgjhSjLz2GRw6itjYPzsmqU//JZcKIPDKk3SqD8m4RjMDbeI2n/saSwtvUg/rXij2hp17sydJf278g6BytGnwybbw0CcepjTKs/jwfzM1/HTNtb+Iv7cgwUnP4dmHHgfewMhyAI3+lA/kk0uKtx527aCL+h7lF8GhHDBLCeqymnulGcPwrZRS4EdnVf82+eq1Rq/klmyAtN63FUwRxkKhS8/qaua/55Hu7WLzC/bi+2nWyHLOrNihSa0lr9NTY2pkT+M115IOGGYkHWAo3x7f607xc0gjzEaJTt+LnCzWGI2dPgDrXgWbYNlelE/uPa7p22/TqUy1PxziQBe+tXYwudixMkjtS0ILx+DXD6sQmfa53PiOJqEq9k1MuTNsiYu0dFaN072t/OpUtBWUsFzBZnCY5tKohXZYaC8k98JtgiScuAZVxxzs8WyGK0fz3H0FqbPxKgShfyr13zRlA+0yjd4d08eNmPeRsegGuCC7MamwGjZKFLkIybhxcCLfsh2MdoQX+ZdUAMx5L/RMq/StRFiqiyyoCm/Sdb89+fyj9I5gxbj/KK/6Gi/CQ9QyqJa8puyQ64RvkWfrf6KOROGd/lcwYi7Z+Aozkt+4PAa3ejiXQHMrxhelPeSYKSVhLWEzTkcrj6+xI8KovHjXFBDP+g6CJIsD2Ythmg5rUhGF05iGmhqfzPLpyMXLcNe+p9cBvtt4OUPr7ZFOv9CebTm4GVL8E3Q4/iFGQ6kdu0GllqrEiUriDX/7p167Bt2zaceGLvXfg9Ho9WplVbW4s9e/RjfrhjhPyPoANYI5JIIrohf7SdkXWS/s4Rl0F5/1tQ/H4whHiwHRfaEeV/8GFNB/9i238jt7sj/0R91G5DhdRFqz8m5IO/Zi+cTBBSycBNJ9PLWvE26vBWs4Lftu3HqFGjYurCuyMZJa4QPiiiwNLA6AQ9ktMJ1nPlLlYxbbFOLHqq/HeX9k+wK1yPKo++kT741Ytdk3+bDVy4BZnedhTKo1DZ/g18smwKsptfhYujU1b+Xa5Mjfw7ZVVzMY5v9zd69GggZJD/i18GcjtuiiXD7ImRRYTUNFP+CVb/HeLezRi3zY+WtlkRt3+J5iBs+wBUzjT9ccGOZCrRfGbtL5+Muq5obv8q1Gb99V1HLI38b1vTNvxw/V0YW5iPR4eh8k9Ak/lPBvLozo+/YIyxEC3ijFmFqK7S3bgHq80fgTnOz1t6I2YXLEFFQwZIsnie4d3DOBnA24os7z7kKMY1wSVxjokZGzF5UyT4Fi1CIKx3Uifkv7u0fxjpyaDUtFT++5f8c2AYNWKKC0oClQT5/9EJk/Hm4zQoSUbZ/bfh76KIhyfcP+hp/wTZNgYZxN+HBc7MlbFcrUaGGkbYyBAbTFSIOWh3VsPvFSNr3sRCNw55ikBGaWs4mLb7wCj519ddFQwaAvq8PiFLL21s8oXhNo5zyPBjSdXsj0D0FIPDdtRCrwsaXSwCmx8BP6bzMqd0Q3l5ufbTV5g4caJG/skP2eP2eRZQmmGE/I+gU+Vfpjm4atYB8kVAXEq3LyxBUSm4M7M6rTcaTPKvERKOi9kMpOuk35+wbsys6I78ZzGS5kXOqTSEOPJvbpbIMa7ZuhpYbseeXDuoGf2TZpgIx+ZV4d8zMtDuycH/qv6Ho6cfHaP8d0f+D60oR1be9VCXroRz3lykMzqoeQY6q/nvreGfDss1bSgRXW2maUEAY6cwUeZxSGE01UKhVK0NYEWK5L+pxY7PjroPGf6DGA+pg/KvwVT+E2QcEUhhGWQWs7sCCCENyf+6JyHv2o3C9wtQPHMyWnLJtUa6LNMIb1kLHKM/jHV0fk1Zv5O1N3EyBIacIitcRxwRud0WbkO10ApXdhkw+xb0BlaVjdzur1Tkvsb4VhGqA1jY0Ln5k2RkDsmUiAn5GXhn7eA6/ROYx7couxy5jlEIuEZh09zf4U+/+Rkypqv4+999aBGf1R5D0UZGV7IBHmJU2XIAOHY63l9lw4JRTmTmO+AOd5327xTtCDNAhiD1S81/b5X/fk37Z21gaUL+jR7uioCgs/vAkNLUhMceNL+L0eElMyMtlH8PTyQB3Uy1wMnhq7JHUM+x4Fd2niUzUPAqWTht+5lwhDxoqwsC44Frjh6H1156DjXieDht4bQn/75WH0ZVfgwx04GbjvsLWoVW2Azvlbv/ux3uklmodeXgsw+fwpPPXohdO3en/F5iRplWCFGj6uR/3cbXkJEjwU/VYrhiwoQJWLFihXabqP9z56b3vrC3GKn5H0EHmM6hRPnfVvsGIMYu6P62MB7/ywZc8/OP8Zu3tnb6OoOZ9p9I/U/XST8dyX9BWI8uswoP0djkmjA3S4RkSEIIDXmz0Zy9gBQDYqDgQxbc25/ANWvuR1DQxxkJ9Jibz67M/gia6+wIB2diCdKoBVwvyL/1PJPrLeL63YNWfwTT7IWYFWbgsMR9ulL+Nyyei8BJi3HQNQuBbJ2QfzhqrEb+rcp/Mm7/JNAosU6IjB2SEOig/Gvu/iGjFQDnBEIdjSaLjRaDK6dIeCvPlX7kP3OU7pVCjrmonxvOmHPnWnrLs/bOyZJ1PrM6FCel/JOUFwNcWRl4I3OGwG/M925C9qaelcKX6vozDoWUfxO0ohMuWul8i8TTQdiDjYAa1LLhBrvNn0kgyGeRjYCdRLuwI5iL3V/5sf7GreAVBkF7Lg6NOg7/cc7Af13O1Mg/uYalOmzjZVRk05r3SHfKfzSMKPdL2n96K/+8lgpfXXKU9qc3RKO+cFm3T6P4jte9PcOTFjX/YHmolOHrUlmD8QeB/FYVVHxEcRCQLdMoby5GQagcQaP9LCkdO2TTj4VEiWm7DzSvjbaKNkza8yrmBzdowlq2PRtOss4B+P35M1ExbSHetnPYGPDBG2hGZl7q3RFqFDe+XPhzOIr1MovPcppx2fV2PH52mq2TA4iJEydGbg+H1P8R8j+CTtP+iYtrFakrkoQOLY64PT4s8/twxrOXQv3g1x1eQ5KkSP3jYE22I+S/87Y53bn9y7y+cLa4MyFqhjlRmJsljfyHgtg9/jzUjboKtNJ1b/G+hLUVfdgg/ybRTYZohML6d6rwRjeOQ438Bwx39kRBHpMA9lT5PzljCk4J8rjF68CM0Uu7Jf+qbQK+aL8Klc3T4TTqjGttBXDEkf9klH/eSJk+lEuMJ0MxgRyN/Ask+GQEpB6cAbzz4w6vkaOZEAL7bCoO8Fz6Kc5ZZaDZWPJP/lRsHswerxNxSpHAOuwpk/9kCEyWxXTMtTSa8m8l/+aGszewfsahkvKvQTyEvMavwMjRcop4zCpZiSNW3w57cDv2NfjSgvwT4k/GeoNX/yzVu1q0NFbtcpEB2eWCzz0KuydcgDbbCahjGYBLsgY6Ux+X3va9GJtzLw6136793Z3hn08IIbN1Dyq8Yr+n/Sej/JsBEvO5/ar80wyU4mg6fLhFSmouWnMoNqAZtFG46QTdlG2w0/4phpB/fQGW9h7CD18Gjv9KAdTBTyQuVgFnSA9MNHvDkTT6RpLGo91OX/JvjlfRWNtUSyDLxPSSTHzx8+PhrFzd4XmpoHlCOQKuMhws1ddWfu9sXL36PhTVnILhiokW8r97d+rZFEMNI+R/BB1AaohoxQd7qBlaZqDp/GxAEnTi5AwL8OwMgmrY3uE1rAvyYE228Qt5uhq9DIby353bv8Lp5y/ocELsJO2fHF+i/Jv1jGfPi6qH/Q3Vko0gGoaE1j7w3ZF/ych4VV8/gHCau7umqvxbCWBPa/5JGzgTNkMZ7GwzSZ7ztku/tmoYHnm8vgkVhSLYe1DzzxtkQqEZNAlqjPKvnWMz5d+Er2O6KalF1n7TAihJSVPlX7+uaMVQ/lUKdFYJ8mYeZ9wvdtmJojfK/xJnlChY6/0JfKKu3rrDAaBhF3oD65w7pJR//8eYteUx2NpXdvoYyQg6SjSwoaI1Lci/eT2u2/2RdnvfV40or12OXx7NQ7N5yMqKtmZzC7C5S8gFl9wLZ+nKf+ane3H/v4BTNrrgbQx2q/xXcMuRU/kI9svb+93wLxnlnxB/cz7od+WffA7L7Rd3fZLUXFQTiDXZDTsYlOU40yLtn3gWSNiFotrVsAlefL70d/Bwt4PRquoHF2NtYdBG94omnz6vXvn3j3HmZ+9g5pbHcKhqQ9qSf/PaEFUVEmNDrcjgpnduwZt734x5XHDzFuSFQphVvgQXHHEzDm7u2Oq2OzBBfc1U/YZgItPgFB70MKaEEyZMGFbkf/BDdcMMRA23LlDpCGL+W5LxJSbs/hKfzi5GKBgE7FEyHwwFYc+kYWcBpawYIc8YwvZjXoNE0zVjLsP8yBoMGCiMHz8+hiCRSX8wPsdAgZB24lTdF8r/1iwOWT4gxLVqqdsmyGbJHL9koySHCfnXp5F5Y7tOte9LKAyrtZsiadImIba2+euOaJDYAdkLs2ERVJq3t0m15t9KAAn5J2mPqSr/khgCeH0jLBoGRF2l0R61vxbIAhxBFWJdJRkd+MOovZhYcHLKbv+0kZJOqwxaAsGOaf8E448H9i3X25QlaPXX3qiPhYs/DWP5QjUNyX85sUXQwu+McXzNcNyBrAM4Yct/4AqpoLgb+kX5p4zgX84Jk+GJc0sOkPZvhPzvXwFIDwHfeDjFL5f4Mw4l8i8bueq00aYuEaSlp+HJA2vQbrPhNCY90v4JyFivaNyFJl81ct0lmKJQOO94O/41vQAV1W1wiDqJl2gBjmN/HiH1ySr/xNx15+hvwGVbgt3r6zDv5NEaoSbzTCLl/8PZDD44XkLzikzc1A81/6kq/+YxIs8bCPL/0OZizMvxw6648NZlMgJNJKCUuIOHCc5IUzchdeH9YYLMk+Z56F/yzyFPeQ/TdnAQWRcEW6ZGJBQxtV7z/QHFZtcypghCAUP5D/qQ0V4BtFegpq2uzwJQfQ3zczWUMfjwmFvBq6XYv/sRHCo5FHkMObcHLr4YvxdF3F2yAEfMPA/Vu1oxbk5qpsWmnCMbLbudzfp1M2b/4bs/7g4TRsj/CPoD5KIl6XdWgpLOKL7oQjRceAKmUcD+piDQuj/yP1GRMfOsTFCKE4r0f9if5QT2R/9vpv0/+uijEWJC+rcONH70ox/FbAwIeRmMzzGQIBts0rLETGskmyTrhiAZ8k8eL6l1qHOsgxo8gOOm3NBpmz/Z1xJR/hl24BZ/lSXZKZLeYzgkp0z+Tcez7tTVoa78k2BjMBhMuubf/J9IyL8BSRa7TfvP9Qc08s8oDES/oEVW7Af2wsGnnvZPifqmzRNkNAfpDoZ/2aOBy/4D1G4BHj0yIfnfzlbj/OV3oi4T2FYjdwiKDToyR2kG6uTScfmrUdO0Cdt2rUJDqBrKtU442z5Evheg7d9PigBZz28yyn/Wd38H5/nV4MeMAxW3GTaVfyfxVuil279V+R9Kaf+mF54zruTJio1fFMPJ/wQrR7+Jc1g6Qv7JWItPwR6M+eLrQ5/juKnfxPbgsZjm/AiOWR4cavRigtFGTqJF2JkUzm/2WGDUIrj8NjCt+jUaDIa19YKk/pOAfyLlP5P2geRkTbT7B8zt35ra39Xz+93wj1xP1ZmwOwWAd+H9zBwcl8Qx4DlWyyhhjeHn4zmtzduEgs6zNMi4I/OrGWztr1InnrfhNL8PTciGzOjfhVZJJ4i+Obe9gWJzgDPaEIYN8q+G2iMBPbWXrUv7E+Ya1SjJqM1sQ3lrKdzhLIzPinazUclYN8a4aszNnD31tY2v1fdx+Q1GoF3SK4N4Ieo3M9zgdrtRXFyMmpqaYVHzP0L+Bwgm8S8oKNDIcFcL02CBEDtC2slmW1Zl7G/TifJoVwloPkouQn4B/lYBtByGU7LDVpAFuAtiXotsRk21kWz6ysqSVBf6EMRox7qwkx6yaacA9hEIuSc14KYCSCYxAjLOyHiLV2S62xjkNu/CCasO4UBeYrO/iPIfCkaU/wMtIczqgflMT6AwhPzri6AiSh3If1eGf6qigjLaT5EAwlAl/8nU/Jvqf6rKv2gx0TOV/67Iv50Okg7WoEEhJOxCjr8ezSX6+TDJP1lck9mQmsqNQ2AgN+1HTuGcjsq/9oK6UzECTaTputZWy4QaDIJWFYgcsKk6/eZaU0WlGRn5TZuxXzyAz79eC+fkIwFaxE+uYTGvnsbTljrEeHR2PpJRL2+rfxJrGtfg1xN+jZMR+x4e3oMxjBuFUktSPckPR+Wf5c/EJ8ecgqL2FRAkBbzFINGEv1ZGgb8caqgQHEOjqqpKu58EXwcz2GSOi00HluO8465ETsvXILFfWlDgddGQ2/Rr0BMIw5bK+c0ZC1zzP9hefwPM1i+1uwIkK9CYfzoj/8dVng333nI00f/s97R/c37sLsgwkGn/DjLn8fp6pDSWgbF1X35oY2lINAVWUfHpTApbswpxdkPX5N9M/TfJf3/tdcgcTmeJyJkTwMHduj8LizA42+Cn06s2JyjDrDMo6HseRvCiIW8WQhwPpz99lW2yVyPXhyqp8PF6CaNbyMKEzKgiLRtjVYYKlqTo9rDVHycYAX3BeK5qrJFU7H5vOKr/NTU1WvccMi/0x3yQLhgh/wMAor6ZxD8Z5WswQBbtioqKaOsu0Y5cqQRt9gbYeA6MZbFVBAoCSwyqJNgZCjbyv7g6KqvSTBbiwaizit8ADKVWU71R2UgAgIw1cwNKNmapkv8N9SpO0ExnYolTvPKfPX8esFffGL+9pRqzJkZTtPsT/2VPRKlB/merM1JS/hXSP56WwcoG+ecPP+U/vt2fdYPc1cY4kvZvqP0EohTucsyQ+1lK0Mg/BRZO/4uY87WEfTnjNeJkkv+knP7J67lsyGjbB170IRwqSNzqj8CZo7UUhKoA/kYgQw94EahhfZMXZgHG7DOeTsgoAa5fgbJzgpBtbtR9/0ZQDAWKs4NRKBS0l8NlOdeJ0NmcmozCHpACWku/oNSxN/c1M6/BNYd2AXv+nrwZXCeYOnWqNj7IuJ0/fz6GCppVDk6aRTVXhJAggk9EkjWvEQozD4wDDTUSeB3MlH/rddrQWo2Lf7MEW245VcsysckUDhRQmFGnX/8ySft/+0fAjZsI80j69ZnMDDCyPieEQkKM6V+itP/8VgcoNgPuRqZfWv0lUv67W98GUvk/uihqROtqdYG1dR8gJ8Gk5VPdYGkf/r2MRr1/Ei51dH/sSMbJjh07+p38/3L3RZg14TzkztH3jIoSTou9FWt3gZV84AUvREGf22jRj73jzkHAWYjcJlKSlr4g5J+XAGdQX+c8Qg5GZ+jlswSy4eHjUwEbp18DfA+UfyZSyml09lI5rQxS6aRt93Ay/Vthafc3b948HK4Yvu4OAwhzQeqs/jodYFXUSJqwJMhgFQ7uEAXVoqgRKGSzrUEFRSKFdMfJRyEpowYGK8shXn1Jx2yLvoY5xqy+EonGXXebsIYwBYUQK8aFV9ZXdqr8Tx4f7YXakwh0T+GzFSCzdSfyGzainCpMyfCP4WisXfgZjlv+PbByCHRcfeXhUPNvjVhblX/yWl1dBwnJfxLKv2SkWpJ4MiXpgb9DXkmbB8y5JdnAZ1aRGws2PoBZW/4OMRTQAhvmeNVea+VfgHvKgPd/CbiM9Gp/bOq/25uDLVOvgt9ZiEyLZ0XagMyZxbNgn7MYF27/CeoubkXxhZci74wfwhksw3lbbsWY+ot6RP6TUSuItROB8MWf9daJ8TBNXnup/JMg5MqVK/HSSy/hyiuvxFDBXmPN+zprIgIGwY2HLOoK4zl7l8PnbY0EvInHzWDCvIbJXEHWgYZ2Y/8BBl9MpyG59fEhMSJsvqaUiD8B43FHfCqa26LKP0Ei5Z8x2iWyktJnyn93bv+pkH8zoE2up74KTlhxQnEVZm7+O0qrViBD/iwp8k8yTf5+XDH+fjqDNhcFRXLDQ0yWuoG13KQ/yX9wij73BI1z62OT62LQ36B4Bybv/AeOWnkbvKxuahcWSbBfP69UggyedAK5Pki7wtPW6nuZXLkInGX/rRhjtV1VYeN6ofzzlBYgYWT9+i0gxp9k/GQb2XTDFBOHUbu/EeV/AJGu5JNsWqyqqdaiT0v/oeAJO8DGqT+8k4G/rRq2sKhb2VIdJx+r8k/S7wcD8e87WJ9jsMdYIsf/7hbqPOdcfLrsu7D7D0L0RVXj+BRJhhJwcub9aFSzsYbTWz8NBIrsCkZtexaZDIOdJ3w35Zr/sb6vtd/aKE1TA6C+VP7N53W3ITTf64ONL2B6+aKklH/NPKtxJxbUP4Rt40TQRicGmWYR8HkjgcBkyb9pRkeQp+glUkT9J8qqRv6JKhL26or/lDMAIaC7lFq/h+xBfeECHH3wHVzPp2+qJ8Gotsk4Y/WPUZ/rx9PEoV0aBaL15DYLUEj5QiddSjo7l8ko/5xR6y027gS8lUBWeewDjHPe25p/AqL4DyXVn0AqELTJgbcfQiBE1B9Ph/VNMbZPJAW3rSXqazHYyr+V2JL01eYQh93BpSi2y2hGDUrqvkBe5Uacv3A3ClPtzf72D8F88jwY5Rvan6LRMtVU/s2AQwyJNvYHCpR+Uf4Tuf33JO2/31J8aQb5TV9rP/sXyeDs3bvia2UmKov8VhVM7SmoEqYgw979sbNmV/UXGSfHltbyvICwTf8uIUZIC/JPAit3fQeo5xmMDRvzY8ATKU1khgD5F+QQbGGd/GeIsZmU/tV6i792RYHNaMXKJREUise8cgfGPnsb6FwFqnorClw0xIpdyC5N771Qf2PCMDL9G95negSRyLmVVJC6f9N6WokziiPgOR4Fo8ZGFSNmaCj/w4H8J0JPyH+Ow1B+KQaixfQqPu2/dfcO2Ns2IMORARs/cArrOBzC5wV1+EphMMPRlDL5L3SEsLUcKKLT03+jtzX/XSn/ybzX3trNoGfvxOOPP476tkp9w9fJ9UM20mIojBz/ThQFVFQU/hHL84kXwwspm/0RWLsvOGUm4mRNyH9Mqz9HFnDcLxK/hkprpoMcFYZkpDamHXa9j/Y3nsOC/TJEo9UfAUXME8k5DYW77ERhtiyzkp+klX9D0RfJ2G/cFSH/hNTe/NHNqPVtwK9tPOb0AfkfimCJ05oIOKkQAqHY40ugGNktBP6cdlC+hrQh/+Y1TM5lZWUlGmw34IO2kzGB/gJbi1+C01sDT0hADlcHik3RmJB1gOUFhAr08cPJzg7zDwlKxs6/+hhWmf5P+09V+TdLMvsr5Z+AoVmDKuvR5mTI/8zSTJw0thDzH92ORbvewRPTgAz7ed0+b+5cPROPzNVWItOXIMe2RNa/ERuWUJddiWa6Li3Iv2LLwiGJQshNoRj6XmXUuHEI72S1XCc2HbPA4sh/WJBhC+tjkg86ocpyZB2gjDW4UZF7pfzTHv26b5E9kBQVM3KrUbjpb8iaeCGGMyZalP/DnfwPTzY0ghjEdyAg5N/kQzQh/0aKX6zqoZN+zSk6AXkaCOWfbH5ff/31Tv8f/77pTvL6C4nS/rtLvxzjMs85A1FRO0373/Dav+H7NBuba1nwzMBNJ2Pl3bjwNBabri/FS3gjJcM/X0sY2fsvRsvsi+H48clId3Sn/JNxHZ8C3pnhX7LKv/leyQQNNPLvFUCxCiYTJZC2Q2bJD9cj8h/yi/hi6W+x4ojfY7SbjjmfZPwpAaNEyd5FgMdQG51ZfkiRJnpphkOr0f7xZ5izRieOrEn+6/XUaZqUXnRDlhKl/iel/BtpsBr5b9il3a72VeOWj2/BiqoV2K2GwCy+EShbjOGIcT6dUE6uDcGfgPxLloCowsloq0+PNn/x1zjx8Xl9wyfa7TzvPGS302CMMgaK0Zhoai+eRQzrVLimefGpXYR9amaM8k/QwV/GyC7g/dKApf1zKVw35rrRb8o/Ff3OrUGAy+g+4MLQFC5/YBMW7dLXXh/ngDsJhfeqq67CI488gnfeeSfSarmvQdYCt10n/y7/Abwy+z5sH//PtCD/rMODCZXH4xtbvgdXi74+PHjxGDDG3oQbQIGiJyDjVhAU2EMtKKn+HBMaVqLltf9E/p91wQXIPPdcPNTWhof/+1M8t+YOFI5Nfdwy2bo/TrOSAUlWsXXrq5AyZFTWbcJwxgRLwOxwT/sfIf8jSEj+o4ReRjjYglWrVmlK+hlnnAG/T8TBynbsqoqqwJ0p/2effbamHg628j9cVf9EqnB3dd8EOT6DZFIsRLlz5V+SedTnz4WXm5XQEbu/oNA8NjT+BNd9+SeMbZyTkvIfDohoaSoD7ZuB+e64dOchSP4TdQ+xbmR7kvY/KncC5CYXPFx+Uh0CPi8bD+n0WTg0hdhE6vio5KieKf80hbAtCyLvQZthfESUfxOSrzGq/Gt3CIClOwHp5kAbS9tfF1NocaepoWPmKNCsAtoIrnKGMeEig8vQqtTtdRpP/gm5SsZclTfavQmkrWfDDjyz9Rmc88Y5+KzyM7A0i5vm3IQZx92h+RIMR2hBb60bCJ2w5l+VVXBqKzihXcuSM9v8pQP5t84XBw8exP+2rUObvxGc7MDji/6LhtyZqC5aiv/LnQRfqpkdRpeKMdxOrLVLEIvsHch/fN2/aqb9K3KfrcPdpf0nq/xb0V/Kv2Ih/5uqZHDF05N6XpY7msIvO51aQKA7kO91ww034JRTTkF/gRxbVctVAhiJwcQqFW5RTQvyTz7DrPpCFLePh71V37dsq9sM1QgAs/wQUP7DChhFwJRd/0L5pn/D99570f/n56Pknt9hfyiE9mALfGIz+B6k/de2hbBu7o/QNPEsrbPEY/NDuPhmGz4+cmAMm9N5r1xsdMoaUf5HcFiDLJbxkXqSCmfuOVWKhqTK+Oc//4nvfve7+Oyzz7B/7364VQq5QhuU2j167W2C1x1sxd260RjO5D9e+U9mkRYZ3cxK5PmYtP945V9ELrZMvwYh+7cHlPxTDA81QGkkL8tHQ1TEGMO/rtRP2fg+LCVib3N0nA5V8p+orKO3yv+xM8+FrX4cLl38Ky1ttavnkf8p7nws996IHYFo2qA/ozCG/Cfr9s8w0flii0vtQP5lv0X5X/MP4O584O0fJFRlP/RwCHNpWt2WWQ6aU7WNnpX8z8gxUjwjJoqdI/68kPOezHw7yj0KM50laGRoXNz8Oe5bd5/m/D+vYB5eOesV3Dj7xmGbKUWgoB3ZLTtgC1chRLxt4mB3c5jsvxtHr/w5wipwqFo3F0tH8k8Metft+Vj7e+/GFtSdfDN2TLkUO7hJoFI1dDTI/4dMC8bm3ItVlS92mIM6kP9QC9ztFdjRksBYcpCU/0TzWX8p/wrNodIQ+7fWB5Lai3hDIg61R7/XLWdGjXUHG2R8KZR+nFWaxW+fkZHTlh7kn5zX0lZ978L49OO8rXJ75P+cLU3XAgv5F1UVr4SCcC9bhuJ77kHpg3/qdH/d00waZexoeDPHozK/FDRNYcquK3DF2t/C1tI/2SJDMfW/vr4+Ruw63DB8GdEIIsQgHkT5JxMC6ZdKqapG+F588UXceOONmvL/r38/pz2OFxWoIT/eeuttLFy4UIvGkw3+ueeeqxGT66+/XuuZ+etf/1rbSJqbyd/85jeYMyfau5vgwQcfxJgxYyJ/r127FieddJL2emRDu2zZMmzYsKHHyv9w3sjGk8Nk6i4lRt+okdTtrpR/k58wjIoFoztPte9r0GTT6jWIoY9FWApHlH+iQnW1KMpGva4UUOD/azSlbqjW/HdH/q2t/pKt+adIpwcDsiJ1S/7XihxkKpas2riMHin/tIX8V1B5Hcs4rDX/DuN+X9TtXxai41WiRUAd/E1p58q/GnFOZ8CAVklgS1c1TVOtrhCv8idLYK6ccSVeOOIelEgytlMiPLwHty+9HU+e+iTGZ40HqjYAh9YAoY7rw3CAgAOY+9VfkN/wNso8idcO1QgyNYYVVNWnn+GfSf7LMymM4fXU/wObGxEwentLtABbzvjUXjxTz5Sa+TqH37/sQO6W6JxrIl5M8PtfwKg9D+KAWIO+QiLln5Qa9kb57y/yTwjys2cCv7ycwVZ7cn3UZVlFk9GLnWDCuCKkC7TWnWw98hs2od1ThlWLbkeR98y0IP/kM+TQRmBC5FHdGsSeNzZhxtbHkdPw5JAg/wR/8npR+OeHoSw+CUEp9riScS7LCs5beiMWlp8Oyeg6kgp4yR/JbNLeV3LAIblBG+VgwxkTh4nj/wj5H+awpkqbZJmk7Ds8NNz+KrBSAK++9iamTJmCyZMn49JLL8W//v28XtOvKvjvJ5/j3PPOw+mnn46NGzfio48+wqJFi7To/7333ovCwkLccccdWhCA/CQLEnC44oor8Pnnn+PLL7/ULkjyHlbluTuMKP89V/7rjAxIgVZjag3j3f5VY3/CsSrG5Uc3gP0NiuPBGG/OySxCcigylrsz+zOVf0aWEQx07Et9OCj/nRn+Jav8U1rX38SfIR7kNWe2+8BY2gMS4vrwQqHHaf+q3ocB1S2+Dsp/i70cKJ0PuAoAd4F+py+qvAohnTRTiojT10rpTf45JUL+CciV9kXGHow58A487Tv7jfxryJuEK9q8uCog483T/oULJl0A2gz6vHEz8M+TgOqNGJYwNuG0EnvNWVG3bBFeWEZjbWkB6mqqIteCdaymg/I/JY/GH4+rhdNerRkV+pqM78MoYC98MrUXd+Zopn9hVybWzf8pCuuP7Vb5/8cZMn5wk4zPM5h+Vf5JxqLpNdQT5b+/0v5XckdjsyCgvVDGMxdQMYHKzkCy6BRHtP0y00+frScgx9Ymb8bMrf9Acc2XCDoLkBvi04L8k/NKQY6U7oREGYwUQkHDRtgDq2G3p2kJmAFz3JIg1hev7sG/7lyNbZ/rc4sJsj+3sQ4cP+sCzC4+oUfCFscbAWaVRbMvCI+RJZG3P7peD1dMGCaO/+kdBjvMsWDBAtTW1g7oexYVFWHdunWRScQkcyTiSBZwMxOAOPPW5dAQGBXPPvsiLr30Mu3+U089Fd52L1Z++TlOnDMF9/z1H/j2t7+tEXwT06ZNw1dffaWpjySgQDak5H1TwfHHHx/z92OPPaaRuuXLl+PMM89M6jVGav47r/nvDgoE1Dk3g5YD+NUJp3Wa9q8KYcABUPLAkmiSrspA38SyCoeQFCX/XZn9Wck/IYfg2SFJ/sm1ayr/iQwdrcq/lYAnbfgXt6HoruY/QxDBSRJE8+mSiGJvKxobG1Mn/9p7kw0cC66xpcM5/TjnUi0IqUE1VA/Lhppys+B2P4YldbvwzPFAm5Q+G+cY2NygiV+DKsHj24kVTU0QS/PQVLYLRdW7IHm6D6Z1ZfSYzPtzPz+EH9kTBAz6sNXfUARN607adkmFEO7YKrK52o+GmrPhz5uMTXk70Fi5NqL6D3aWWbzhn90onXFmrUag9tzI/2iuB5+TfLcpp4Neu0//U2U1wt2V8m+jw1qFeJnZQaYPQNZzQpQISTLJv7XUMJ2U/zZHOTb/ZB+kX2doHUhgtJ3rjvzLTDTz54uaEI7vH/P+lEGO7bw9ZJ+YCdnwDinyteNQ9uDPFZofgZGBRqsKQqIC3uhMINFqUn4o6aD8k+xbT7YtYlBsBRnndt4ZycrrSftCxh/UfjvDDBrb28AoNEgSAC+knkVwuGHiMHH8T/+d72EMQvyrqmKjegMJzTnbMObrqJaqoGwMdu3ejfUbvsKbb70TmZy+cda5eOGlZ3HS7Lvx1daduO7m78c80xr57ynpJv2J/+///g+ffvqpVntDovqE7JDNTLKwvvdgb8iGmvJPKz5c9M6j2m3hNzfCkZ2VOO1fNo+xhLaAiEwnN4Dk36h7Uzi0Bdoim8BulX9RH/O0IkF2pkCW0oj8B4P64p2M8t/QEG1DlnTaf9z93aX92xDWDOoIaCmArLa9AD+qR8o/ASNLUBgWuRWbOyr/Fm8HuIxi2lCrTlhZG8KSArsUBCcFEeJotKkDV46SKujMXFBox7QDT+KKL9ai6LL7sbcUuPJWFtdSZ2Jxfyr/2gt08vgI+U9vpay/kKFMx2dH3gB3uBpyXTuWJDANpeqdyLWNhppVg+bG+rRI+Y+/xkkwv8VwOi9xfoy/zNmKb2z9PpyiBwzfwzXxgifAfHSF1raOzBSSqHSp/J+39QegFR773b9HX4KMfUKEzKwma4ZGOin/2vxo3WkbhLkrsDQFWSXHtB1BjsJb+/04/mikBcj4Cqsqsib4IdP6cVTUEGy2wV9LybFuIV0sNAFLQFiSwSmsZkocsvuGFPl3Zemf1dfakfwT5V97nJo4K6k78IYJJ60yCAkkWGf4zAxgx6Z0xcSRtP/+BzGPO+ussyLR8vi2bSSiTOrFifuiw+HAiSee2CES09zcjEsuuUTb9JBN/9VXX91h8fn6669x9NFHaxd+WVmZlo4ej5dffllLbSePmTlzptYqpb9B1PDS0tIB/bEq8NaUf1OlNxHyibAF8/DmM29rExE5R2RiIj9PP/sE/vvum2hr98Lh6DiZWo9/ItJNSLm1FWB81J6ApPxv2rQJf/7zn7Fy5UrtNiEPnaVgJsKI8t9z5f8rb3QhF4OBhMo/2SwpU/XNrkDJ2F2ffElGb9FSsBQ1sq42uULZoEPR89sd+VdkNeqmngapij0h/6bq3xn5t25kSfDMRH+k/Wv/Iyahik7+x+/+G2ZvfhRbmnqW9k9gD1XC4z0IVRQ6KP9kzo+A1PybdYqG+k9SPe2yQQg4wGFslNIRzlv+idFPPoo1x50E2kHDzjGghTxkBwrBM5n9q/x3BSk0rJV/yeaAxDnh5zLQ4O/ovWCaSnrCNApqppFJJW3If/w13hLU57tsqR5tjgZwsn4tM+E64OPf9ug92IxoQFkMyV0q/9n+XGSG81Do69sAvDn20135H4VqfH+x5fMkEVAj+6avM4/A8nEluGvJxXBZjvdggxzbP381Aa+W/hPVJUdp99WGwmmR9q99BkoAI4e1jCoSCKaQqZkSt2dfMaTIvztbP56+5lBH8s/ra5ps1l2mCN7pjnTiCIf9UA3yD1v6rpUDhfHjoz4oI8p/P4EsErNnz8Z3vvMdnHfeeR3+T0j6Qw89hKeffhpjx47Fr371K62FybZt2yIXMSH+pJb8f//7n3ZRkD6n1113HV544YWIUnnyySdrgYNHH30Umzdv1t6PEATyOAJCLi+66CLcc889Wko5ee4555yjGczNmDGj376/mX4/GCDk20zxJwsNWfisrrnEUEQJU3j95ddw529/jXPPjrp4N9a046prL8Er/30Ls6ZN1ur8yXFPRP7JeSKqvRX5+fla1gP5DGZwgJB7K7744gv87W9/0+r8CQ4dOhSTQpwMRsh/zw3/miXynDZN3Pnzezvwq++UxCj/JBhHFqrpYyagro70DacG1O0fniL4w+uR17wNzZwAKkglTf4nzC/Aw/+8Hdd+1YL2BVMxFMm/dYOdiPyTsU8CACRY0xPyn0raP7m2QgqlZVJoTzWWlS8rAxHyr/WGthCE7jDu4EMoqJexfOL4GOV/RgGNnyp/AR77BLjuU/1zugsBb6VO/rPK0HDIB3/JadjvOogQ+z5sSYz3wQI7ZiZ2ebbhkV1vYuI9U2GrLsasivNR1joL7Izu57v485IygTm4Clj+e93F/Rt/jd4/zJX/YHY2uEag1pEHSoxV3qzZQ1ntbTjJtwFfGPenA/mPJ2GtIZ38u0hXHlXPlCJgVT8QSG1NNeHnHKDlMBTGBkmIJf/x4gvpyUI+AWsEXfsK5tg39y29Vf77i/xPFLbhnBMspDOJtH+Cd6edhvbQSdrtJfb0mcPI+Goe6wBlqMcEn9hpLE0D8k/OqzPwARZs/AjvzCtAWPoOQooLJHQiysKQIf8Ezkw+ofJPAgM2rrfk36l5IWgBkpAfHGPXiignjk3//VB/w+VyafM4ad86Qv77Caeddpr2kwiEGBIHeJL6/Y1vfEO775lnntEM5EiGAKkz3759O9577z3NGZ7UzxP85S9/0Qjj/fffr53A559/XlsUnnjiCW3Smj59ukY0//jHP0bIP1GXSS37T37yE+3vu+66SwsmPPzww1rA4HAESRs2F0uy6BGyYJ14SDnABx+9pwUIrvvOzSgsKoim5JfW4pwTT8Qzr76M+3//K5z4jYu1aBk5JyQFj7QFJMo9mWiJgz/J8CD/IxMzce8/9thjtVRkEty54IILtHP47rvvxiy+JPXm2Wef1c4rIZzk3BDCmQrIdyooKNCUQvJ7uKInaf822olPjvmz5lRc3dDeQfk3z1VxbiuOy3gYqzEaPBsNEPU3yOauee1TODErC2smTEBrq75JSob8E+SpbaBVGazR1WAok/9ENf/mOSLny9rRI1nyv6tqIxZMOD7p5/lrdmOS7SW0ull42vWe55TNGSH/RPVPpfTGqfXGllFuZHeY5D/HQcFBiUDYQjCmnA6EvACvB0HamoII5MxEE+vBA83P4YH03u/Bzblx3tc/Qr6/DK+4wnAbxgl5O/W66n5V/onvxb5PgeyxsfcPc+U/ZA+CzHAs246ASHfqG0ICXqKllWQ6kn/CuYMKC7dR4rcv52vMCU3G03X7gHEnpv4G295A4cFXsJtbppF/MSzHBCCtcxPZxxF1kYBosH0Jc+ybaf+9Vf77K+3f2k4xLFOwJTkPZqoCsr31aOed8PSgl3t/rr0yHZsNI0jpo/yvmyPhkWN5ZAQzMZMY/oXyiD0BZCH9yb81aMW76EhmTTgoweZgozX/nL7mK0bpY6pw5jix7PNbtdvyD15ENvYi4G1Cljt9S+QGEhMnTtTIP+EpZP/UZxl1aYS0lUP379+vqcNEsTdBTsDixYuxatUq7W/ym2z0TeJPQB5PlKjVq1dHHnPMMcfETEwke2Dnzp2R2lHyGOv7mI8x3ycRyIJDSKn1ZyghPuU/XiknvYFJXf+yI47usCgWZBXi29+5Ehu2bkVu2RStZOLNN9/U2veR47h161btcUQNuPPOO3HgwAEtOEAUf4KpU6dqqv5f//pXLfNjzZo1+PGPfxzzHiSAQM7PvHnzcNlll+F73/tejwh8eXm59h7JEMLDFT1J+y+yCxrxJ1AtLYfMcW6OCbF6B/L8n0OlDoEfwHoxl9AIpawdT9mrsHqMAxvro67k3Rn+EQhOCXuLAL5kcJ25+0v5J0i0YCVb879yxzt4cdtvcMvfT0iK/Es0i5zWXeAkGV/NvR0bZ90CyhFL/lOB3UjlzzeIsHlOs+3Gxtlu+W6n3wec93egYIr2pxA2vAcUAW4S3DGCAukIpXILqLu/i2yfqimkDFTYJP26c1rLG/qr5j9vkv679SDZZRofStaDAgTM8FT+TTM8RlWhWANNCci/M6sirch/oms1BDtcCukjCawY9xLOPOpz2IkxWk+CO85cjPEEwdJGaU1I6lT5F0gbMqODhEz3ndt/orR/q/KfTmn/FBd9L1FNPgDyypEu/P3j+/Hblf9ARpop/6Pc0T1BgG1AUGxPC/JPzuvqZgl1ORRapXa4bSyac/Te9X4hlPbk3yrAUYwKm1P/29cSik37N5R/JYl2sIlAWd5HkGksEj/Bwg33IjMrbSnhoDn+7zlM6/7TJ5wYB9MFnyj9VpC/zf+R3/GEkFw8RCWyPoaUDMS/hvk/sqkkv7t6n0QgJQJWh/uhBiv5N4lxrPIv47l/vghWChqbwqjqTsr1Fy1dGqnbnzV7dqRsg5RgmCaGZEOwZMkSzfk/HjfccIP2Y8UvfvGLyO25c+dqGR1WkCwBK+J9AzrDcDb766nyP8UR3cCZ5J8cb5P8mxulnc98gdzmXLSc2gob17ebu67gClXhjjMYPBK24W9TtmNfazT41l2gZ9+mBoxmrkLVss1YcJXhGn+Y1fx3tplNOu0/zt+huzEjMfrm1E5xkDgXZNYOheUiG/NUyf/28qvRXp6Dpbb1seTfYVzLjs7PcSiklxlxbBiMTQFtqCTpCNXXDN+bu5A/O4zWbFI+I4CW7RpJYzm6/5V/UjJBjLrCbUDzXqBwuj7Bn3SnnvqfxoGT/kSGoG+qM4M0RKFj+ytZVKOmoUpbWpH/RNfqh57zccEF3wSz4haEOD9E2ggsGSQiJWSWwVkgYK7/ddwjXo7zXXqnoITkX4qW/KmC0q9p/1blP50M/2gueo3u8rkwL8nnee/4tfZ7rLcGYhop/2R8TcsxAqxyGF+W3YVRVBN4/uy0+GyB+gk4fft58IbqccSEPLSPa8KeQ4DTnv7Kv3UPTtL7Z59QplW22RzR8UzG+dcHvsBdL16FM88kZbFXpPw+lOX6CFFu1NeuhMOpoLpmJ0mSGPaYGOf4P3/+fBxuSJ8ZZYjhtttuw49+9KPI34QUETPBoQBCIKxtwszNgnXiIXX6LKV5/iMcqIMzS998K4qKqlofBFlBXq4Dmc7YjYZ14U+lxncE6aX822HTWuGpRIEl6o2xyTL9G0xiKbKFaMrJhlfNHFDln+Ud2B08Cqr3Jpy6Yw8+nfxc0uS/ucaPkHc+pootKHIP/ma9O1g3sr1V/ntK/rt7XlVmETxn2bE+uJTIjKjKAmSL+3Oq5D/IZiDE5cErSZFjQOaTbLuh7tnjzrEkACRQac+ExwhCHSwR8HCxG3xb+poY0YW6pwGj6N8rT/XBLfGQOIBPwqug18o/2VnmTQSq1gGNu3Tyz7DAkbEdXIYbzGNPqQwU0/8g7rAxcgCMHIQ3GE4r8p/oWpVGLQU19ih8UvwJNtRtwO8/vxMLMty4pCfKf0YJVIrGXNd/sT90BmQ706nhn2AESQhk9C35N8c+WZMIUUpX5d8k/89+JeDfwmz8N8nnqZaOLumm/CvEiJUDFJpDWaMKH6WkjfI/JZyN8tZp8Mv6fvagoge6KE6CvbPuJmlK/heeEVeOZdwfFoOoa62AzHZsQ5oUOA5fzbwJMs1iFtWM71zIIESzeHDcGIxU/WNYKP9pm+NhutKTlm9WkL/N/5HfVjMr88IgNd7WxyR6Det7dPaYrnrTk0mGLBbWn6ECaw2wlSDEk38NFAXBsmirigqbqMKjUOAa9gFamxDjf6oaIf/ktbojDCNIX+WfmBIxlD4G2llnwjZ/BM3Zi/HVrJvhlY4dUMM/hndA9JOuEQ5k+W0IUSHQTjop8u8L6AoRQ2rHDcU6nUEyV8wAQKo1/70h/9ZAXrfPc2Vho/8baAvN0f5usdshGDXGPSH/gUx9LvqiNDonkYyuhMr/uieAu/OBN27R/szi9WNVyatY7nSk9TxEZRZr6Z2MbHQ1oNthp3XCxNqYgXH7z5+s/248fM2NUgVn55DRtg+e9oNQEhj+TVmUj5lbfowZ255Es8ilFflPNL+be5lsezYqfZX4UGrGFnJd9ET5J3Omuwg3ZhYgJ+dvONha06nyHxYk2AO1cAbqUEdab/QhrGOflGGmq+GfSf55hkppLpItBsxzy9OnbJGML1kysiwoGte+RxYmNS3IP/kM5V593+IJc5BkBbuNwGqIlVL2jRpoWMdtfAesRPcnY97c2Z6iIW8KWrMnI2iTcf7G3+CSDb8GLaf38Rks5f9wRNqSf5KqTxYs4iRvgpAPUsu/dOlS7W/ym6Svr1+vp4YSfPzxx5pZHfEGMB9DDOesFwwx85s8eXIklZQ8xvo+5mPM9znckCjlvyP5lwjT11NA1QSp9qoCKiTqjzFgVYaJEjDc0+2Hsts/6UXM0Po14+XdHZTg6EZJHzPjij1w8szAkv9WfSxm+fXvw+fzSZH/cFgfo637ODS8/BaGAsxN40DV/Kea9k8y1D9xRNU/QSiAGIqWJhCjz1QQNgIatY5oWReZr7OMmn/VqvyTdn+WVn+ykaki0YLmMJ7O5B80DZqnQBvkn9WqOPXxzCVxPfVa+Scgyj9Bw079txgEqtYD9dsxXGHzcFiw8QHM/fqvmMI1dHyAHAZtLH1N7tGRNS8dRIBE1+pY0rpg9WNad4cgyZAhY4dzRa+dFCExxbjuqTz85mU3qmoaO1X+vaIXRfsewKQt98BvcYfvC1iva7L3SFfDP8Zon2Zjuw+iWvHJAr3Tke/4U5EVl2E5mCDHVhJCyG7W54e1C34BTixIC/JP9rBznPpcylMcHl2+F0es2okpO54F1/ThkEv7FwUZzdV+NFVHA2pknM8cfQTOWHAlMpjOBcruoBDPD7LW1u2BR8iBJ5wLrifBwMMQ44dBu79BJf8kQkyc9802b8Tkj9yuqKjQiOMPfvAD3H333ZqZHGnRd/nll2uRddKGzzSOIy791157rWYaR9rD3XLLLZqzvBmBv/jii7VJ6eqrr9aM6F588UXN3d+asv/9739fc5x/4IEHsGPHDvzmN7/R2vCR1zrcQMi5qeASEmhVDYlRoknYQ2IA9nANnMH6mNp68yaltekjBkLRBX0k5f8wUv4ZDl7DCZ9nAp0q/zD6w44rzgQ3kGn/Nqeu3GtjUSdLtiJbUoZ/Ib++OWDCEgL+KMFNZ5jnLJWa/56k/Vs3H9b36O55TobGpOropv8Yag/GsG09Vv5DRhCxqT0co/wfalOwulKG4CqOrVsn8OnZW+1N+jk97qswOElJb/JP5l0bF0n7p6UAAvLnKDv0EZxmlkMXiP9uPVL+8yYDjhwid+t/txwE/nE88NQZGK6wOaLXlCJE068jYHisXJKDV4+gUMXY00b1J0g03ouaVwPv/gTPrP8z/rpJb+lon3MpMDPWRydZMAVl2DvuHGyY/zMEtns1RdXcO1j3Ac2BNvz8WgHXf49Cs92RNsp/IhLYX+Q/WHIE7lsZxjlTOPy8LCpUdYfPjzgHPzjmu6i9+gdIJ5BjS0oS5n79sNYuzu8qBu8V04L8E8iqYYJH0ahuC8EeakBJ7ZcIBr8ecuR/z7p6/OvO1fjilT0x5H/G6CU4bf5l8NCxXmWpQDXIf1VTdF/nrO3obzKc2/0RjKT99wMIwSbGbuSHgBBycvvXv9aNTn7605/iu9/9rtaSb+HChdqiQki69QImrfymTJmCE044QWvxd9RRR+Gxxx6L2Qx98MEHWmCBmDbceuut2uubbf4IjjjiCLzwwgva84gz/CuvvKK1E5wxYwYONxA1zyTz5NjEq/Pm5EMmHl+mA5W5FKzZeiSrgoDS3ADICBoh/4djzT8h/w3O3ah3bsOV09CB/EcVLkOl9Ff24SdO4uPZnGCNzATK+Ax8QXLKf3OFTg49vkqwTteQJP/JKP89Sfsn80Gi8dFt2j9Ho8AbTVNVqtogtUd7iKfs9m+078pp9MeQ//tWCljyTz/qS0/pSP79ukJb6fLjqC9+irEH3kZDe3rUonYF2mGDy18DeDciVEGU2Q8wfu+rcLnZgVH+J50K/Gw/8A2dFA73Nn8EdksWSyLyv3VlPXzO6/H1lKNRZ7RySxfyHz/eyRixZerXyOpgTfT+XpxfasJRoBT9GvUokiYcmEFm69zkD+vHjlEBt41OW+WfzKHWbkd9ibFzl2Fjiz5Hlxi925OBStPYmTMa/1h1SEtfTxeQY+usC2sJoTKjfx97XVvazLOiQWpJi8m2gKhlf5nmk0ON/Ltz9HHqaw7F3G+6/ZOSsZ6CNzLkWiujhJ9P21zwwUv9bzDa/R1uGFTDP9LvvSvHdrIRJa3iyE9nIBtCQty7wqxZs7BixYouH3PhhRdqP4c7Okv5t04+ZBElE4zDbUdLyA/ecopkcxEiaf9UYvJPzltndcgjGCrk34Yj1z2J8dXAobJLAJwTkwZOVBJVkiLtAENyz/rN9hSszQGWNpUe/TPwhd2T/6BPQKBB37Rmte4G6zwZQ538d3at9STt39wYW1U0876uwHEsKCXadogP1aOpSewx+c9sa0aAy8O42mjKtTWjg7QBjRisuvQWohB8mgeJFAqCF/0I24E99TJsZemt/DNuF0btXoFW+VWsyJLw2QnleG+hjLevumVgav7puB2faXBn6U8+3GDnPPhi6d1QKAbh4Dsd/t9aF0BeSxky+FFQw81pRf7jr1VSPkkZHhkuiw+H3chY6AmoRddCpXWRRvAFIwF/Mi9ZRQAqKOKbm26DQoew1/YvpGvNf3+p/ubnfOThh4B3b0JeUWnSzwsKOjn7urINDJ0+JZRkDRFkFVwWyfzU546wGE6bDKsmt65qyhSFtqAIhSGmxDmQ6N1Dj/xnG+S/NZoBR/bndqODDcX2nPyzogTRBii+6Gvb7UNDDBko8r98+fJI6r+1pfzhgJE4zzACCbSYESwSqU+04JmTD+k5LXntyAoVWEv+IRnpuJryb0n7JxMSWYBNsklefwTpgXiTm2QIYAuTh7Cx3xAN9SaR8t9UqC9OG2qiKeIDAS6nDC/UGZttigO3gkPzJ81a4Kkr9dPbEALjpEGL1eBFH7ghstgNlPJvfa/u7ot5XY4GZfQcLq/4ACU17+JQY3uPyT+reuH014JSQjGBXhO1jbXYVL8Jn1d9Tgq0AdYY4756yAF9vIZ50q4+/dP+C27/Heg7f4lrV7aCcXLIDObDFc6CLYk06T5R/uNh1IQPZ+Wfd9gQtmVD5DOwXRrV4f9yWB+XYxsKIDdmpRX5j79Wi4uLI7X9buLlY8C+9p9ATcc2vEmD0V9LMsqozHnISv4ZSUBOsAj53kLYjRKxvoJ17PdW+e9XrwZvDTL3vK7dpFIwmA1L0UBNOvknkWP7xg4J78+4P3JfrS+YNsq/EjGoptAaFNCWtUQzJba7j0t78h9v+OfO1j+vGJIRDkqR+21GiRbdC+WfUvW9vGJpwcm5B9+zJF0w4TB3/B9haMMI1gWSEP9EaW7W+1SRBifbwMpMAsM/FRQh+Anq/EZS/tMLJBBjDQAkY/gncR4Ixn7j84OBhIZ/FMuiyGOmnw3soso5M7HZyyKzbS94XxV8n/kQ3BvUPldXgafCsRkouDIPWTUPaX8zfVyHOtRr/q3vlcrz7BwLGLWWCs1CoYGa9p4r//nS+1iy9i4wou4HYyr/O29x4cD33dhX/Rkue/cy3LHqDn0OchvGgL56iJUKdk78NloyxoGR0tzwjwTnFhyBf+ftRdnj01CxuAwXbfo/nLrnHm3z2h2sm1lyjffU/Rmf3Q88OAv48tER5Z+Md3v0GthLdyT1kl9f7+bt2Y6MkD+tyb/m9G8o/27SEtOAva2KuGP2+H0kI7263ijNMdd9a2AyHNBvM4oMykgR76+0/3RV/lG/Ddj9QcrXlJX8pxPI+KonmV5GFyCCN7yJy8UGA5J0AMd9ejPG77oDrVpnH30sHGwJDTnln7MxsDn1+3wtIQv51489zfU8KESC9aSdMy3rr0Ey9wrTZA5LB0w8zB3/BzXtfwQDC7I5JJ4GRP3vbKI2Jx/V4uLvEqPRQM5BQ2qsgT2sAEZrNYIR8p/eIKnhQaNvcDKLNNk8tZV8F8vHjoUUWtep4d/k7C8xBsvxov0IDCQIwa/Z/A7mN25EBU1Hylm6M/sjYAK1sAl6IIOypceGJd2V/27Jv41HTv06ZLcd0tp6KQzQ3qqnQ/fE7d/D6XPI2DAXo/yX+2jYWQp2vx2wA7X+WvgEH9yTTwdCrVoWgNLWhKrSozGjYi9ub2tNe/JPkFE9Ct9Z8we02ozWtaqC4NrVcHfTcca6me2Veknq/FsPAg07gAzDTHEYK/9kzCgIgAYDmYmubSa8TYajuNiOsD07rch//HjXlH/jM7pJ20KOwukhGee2+3p+jsM+cKo+5xrWK5F5yOz6Q4QEnxYwzgWtKlBYvl/T/tNW+bcGPVIIgISMmux0g2b4p8QqzqqYHq3+CBrdwE+/w8BOav59IijonyvoH3rkn4Ck/ocDEvwtYeSWuGNq/plekP8lO+4B0yqj5rJv4lCgGpQsgeam9MG3ODww8TAn/yPK/zADmbjJRryzxS5C/i3J/rJhmELg5B3IGT0GjvGjwYyalJD8d0ZGRjB4sJ6TZBZpJ6klo1nIjA2ssdDHK/9SMIDMto0YL7wPwTHAGxVZwqJJMt5y1OBJlkLQHUTm4kxklnZe86woqpa5MiNfRVMGhdocgMnoQY30YV7z3xPyT/7vDFXC6ynHVzNvQk3BsfC2NEZSVrszYYyH2yD/xWb6CaEQmS6N+BN8Ie6MpuS17gFO+z1w7qNA4TRA0scrjyCUkJz25D/41VcoW70evGyHQ9KDaowiQqrTuxd0Bet361G9v4k8Yy5v3DWi/Ju9zCl9TstE1CeHgMwhDbVGL/H2Cvgq/jdklH+XYV4oq7JOiXra2svmRplHzz5iaSOwkKDdX61R+kNSjFXO1q9p/71R/vuV/FuvoxTI/03H6u3GZo9KrzWKjK9RcUsOKa9KF/K/y+fAwUIK+5wKTpxWiFrDE8YXHqrkX//MvpawpebfIP98z8m/RFp9ar/tWLzxXixc/wdQPc0cO8zb/e0ZSfsfweEO6+RDQgDfu/VGXHHtdyI9/sjG55X//AfOzEz88c8P4corr9Q293/729+0/5PJlSy8pFuCtU7t008/1f6ePn26pgpYQYjBU089NUDfcHjCShCTWaTdjAjW2PwyKgVZUTso/00HdqL1jTB2fFoAlRlgoqAq+OMZNH76DRVbg+3IvzgfZTeWwTmxc6PJvRvq8eTPvsDBFRzkY9qx7xLAtWQxhgLMc0a6bZDrJxnlvy/T/pNR0myKDJFza0qozPJobWqMZGOk6qTdaF+I1Qt/iWZPNKOkwKN/BjIWv7btity/t3VvzHMVo/Wjx9kEkvWZ7uTf99kKFK7XFX+7ZKRzknTMJD53nyn/VvJfMBVY9jNg5uFvgNsZyHjnjXVqcTB24+dtDEII6+fI5a+Gv2ZH+iv/GSXAt1+Ae8lN2n0+sy66FwGegkntmO96GcE8bwfyb4oBWbIedKBIJiHXv2n/vVH++zXt30r4s8qSf5pRvpbvSS/CSo7ttGwKjU69w8/bUx/BksL0SfuvDebjpJ1X4tgDV+KP35yN7Ew9eOexCUOu5p9g4sJCLD57HPJHeyL3P/T2j3Hff24G44h6eKQKr00vlWtUnJCZMFROhWQYOI4A2p65tFQ36BxR/kdw2CNmkx7pxCBHbv/5L4/ikksvxW//8KDWNpGATKhPP/20Rg67S/nft28fnnnmmf77AiPoE+Wf5mzIVPTFh5FcEGWlg+GfGA6gLWMMWjPHQ6EH2CiG4SCrLJ6s/yeuOPYRoE6fyriCziPXVbtaEfQK4GQWN7R6cbU4dKqerOeMKFzJ1PwPZNo/eU71kXmoKV6k/b26NA8tjXU9qvcnEGgn/K4StFPR75ZrlBk1h1QE2WCs8k8ghoBgC2ijxvP1JT7syXOkPfmnSZsxRVctOUX/rLQsgkriOrVuZnun/E+MtkvMKAWO+wUw91IMV5DxTBvmeJzFIZ8g0CbA41bg9lVpQUjJyDRJa+WfKIVTzsBJ827E2ePORIYsYz/x6TCNMnsATx6FJZ4XwPM7OsxDkeBkWIoo/yxvS1u3/wFJ+3fmAiffnfTT2kP6+pvhSK91iowvUVAg0/q5ZRQWNjV90v4zVQ7jm+difPtcBEIBtNsME2taGJLK/+TFRVhw+hjkl0XJf13rIRys3wHO+G49QWPhQnw943r4xTp8+4c8vvcDCnyB4Z0zgpjU/8bGxphOaYcDRsj/CLpQ/nXoWx8F9957L2772Y/w2ENP4IpvnAm1XW/DddRRR2kbfKLed0f+v/vd7+L222+PdAYYQXoq/4T8c7x+jhqcuRr5j2/1J4YC2DblCuyc9iP41XIMKCgKQlhBQMmBg7FDMTrCUdmdp8FV72rRfns5veNFi9nOYAiSf3NzTYJ1nZ3PgU779/HzIjYyezPz0dbc2GPyHyjWFcPVpdFNfLZDP1/7JQYqrcaS/w3PAL8tROClWyJp/6/myKjz8GmzKe2S/MuxrRVpRQDFD6Dyz7uATEOVbDz8VI5UQcaMPVStpfVTaqwpXvGELHz77DrM3fQnSCw5fwVadkt8V5V0avVnwsk5saF+I951u9BGlGXDNbwnWOd04fqsAmylV3aq/AcVFvZQE/hwW8/NKAfA7b9flX8zuyJFc8Vz55bipeuX4vpjounHadPqTwRkw+yBVViI4fRJ+8+1GKWu3VOBQ0aAKyQKaR8ITkT+42G9vzfX1MEJU9GYNwuVfCG+vfGXOGrnLWnVUjIdMOEwdvwfIf+DjIAgdfoTb/jS28emOvmoGu3XN9I/+9nPcdddd+Gpp17A6aeeBU5QoQqhSCnATTfdhJdeeqnb6NgPfvADbfL6y1/+kvQxGkHvYVVlklkwGM4Om1MnJPWePIiy2lH5DwU0Z3eCk2YYJmEDCEGgtdRbArVJv0/2JPYe8LeF0VIb0AzU2/l6bP8wH9WvSxAqKjCUyT8J6nTWBopsjuODef2Z9v8cHyUZQnAMVKN2vCfkX8zTVdRWS9Aq0/jo+9XYZWtb4278fZ0+71RV6WNUpsKQGAGykP5u/4T8E7JvBan5T8aM0kq4rK0Qe6X+H1gBNOwE/HrwZjhCq2ve92etDtYV3N7h/yTriVEkSAzgnHZC2qj+nbb6I9jxX2D1YwiLetaQ3ZbZK1NHbkcY1z5dghNXcJ0q//X2GszYdCfGbP9rQmGhv9z+08vwz1hv4wJ83aEgw45FY3MwuagfAxM9ANk/kO2mQ9Q/17yqU0C0nHQh/zPc0ay4XzzxGU5b+QnG73kJ9S17Uy4/SwfyL0sKmqp9qN6tr3FCSMbp8y/H8TMv6F1ATdQNeSm/oLX0doZTX6cPd0w8jE3/0iufaBhi2q/f7/R/x03Ox5NX6Wm0BPPv+hDBThxgF4/NwYvXR52hj/rDJ2g2+u+aOPD7M1KafGSpGZzox8fLP8N7H36Ejz76CJMnz4bWzltVQBnuvaQG+bjjjsOkSZPwu9/9Dk888USnr0/IClH+f/GLX+Daa6/tXarqCPot7Z+Q/x02H4j4z9tqIMUp/4R0VIWDUGg9qn789EIMNCSK0si/QnNQmvUgVcge7QtvRZWh+ueNcmOvsgcTvRycgmopbRma5L8rc00SFCDXV1NTU7+n/ZP/z9zdABj71JudG/C2kTadqtM/QUDS5zmRnCMDDk8O1lTJ2MjqG55MphztDfNQ256Hd4MyrrcBUkB/T2fQiwtWKPhKVIYA+XfGKP959Z8gw+cFzc/q9rmTJ0/GWWedhdWrV+M73/lO7z5IyTwg5AU2vQB8fBew6Drg9PswbN3+6dh+2NZWt8qY2XhjCQWZPOaAkrbkn8wBBWYq7yf3oLVhKxpGj9L+tF/9IWkU3uP3oTzjsXrxTaDlgGammkj5r3CFcM0PAaEpF9+o5QbM7T+t0v6deUDBdKB+K7DyYeCIWzCUoSn/sopDBR8i++CloNlGTRxIF/IvWc69Wwwgr2kLXDzQFo6ug0OJ/BOPkX/fuQasjcF1Dx4DKaji9AVXICj4wRlZjD2BQhnlTII+B2S2y9r81pmYMBwx8TAm/yPK/whiYI2MBigaARuFSdMmYcyY0RppDxiLOkUyAhhWI/7mhujnP/+5Vs+/fXtHpcSKq6++WlMD//CHP/TztxlBT9P+Gd6Odr4WDc49mOw4pKkQpvJPCCcZJ1I4FFH+Ganni1BvyD/pTUvAtupTWYgNwS9GzfCs9f4EpZOyIcph8EYiDJXmxLC7mv/uOmvEb2r7s+Z/TKslOLQjulD2RPm3GW0p86PJJqDGH4szXnfg8f36343NWWirW4JsejqOm68T5cn8epxVshrzNj4ERlFR3SwPCeWflULI8u2F4NqC0opXMKbig6TGJtmovfnmm6ipqcERR/Sy3eYJvwKu/QiYcrr+97B3+9fXNVaO1vyTjfg/b12BD9+l8fyxDP69jIEiSmlF/q3jnQTeIkTYkQXJsq+39dKkNWOUXuqlUjxomoqZi0zyT4n6upBDhfpc+e/K7b+7NS7+//2a9s87gTFH6rdJO9IhDp38Azc363P0QsGLsJw+yr/EMZo4ReCR9HWS2PsMuClxHxn+mW7/UljWVH9J0L+bIAZ7dU25mnWhxOPVX8MmyCPEfxil/Y8o/4OMbXee0un/6LgLcf2vTkz6sZ//7LjeRx5FQVM2CkoK8cbLL+HEU87EJZd+C/9+6lXYWRUUw8ZE248//niccsopuO2227QuAF29x29/+1vtMbfcMrSj4Iev8s9jXMU7mL/mA3w9U1eOTPJvEkop6IdC6ymlDUERqTVz6z1kigIrBSHyGSh1jUaTtwpsBotD7YcwJSe2X23VTl35L52cjR1fl4NVhi75JyqXNe2/K8Rn1vRnzb+NDsG04WuHr1fk31l7EK2YiPLGWLM1UlvdnqMHGVQpC+fMKcH9F84Gq4SBLaRWPgw21AJHuBkCR2N77dAg/5zkx6Kt9+HJJRJumuHErK0cnp00KfnXMJzB+wSRVn/pbY7VnyDXQGPJ9agePwrZ0iuR++sPtms9t0M+EZwnE2ES/JbktCL/1uvXWu8Peybclv7srBG47Sk8Y6YCnwEqaQkrKQlb/Y1qp3HewVsB/iDAx17LvYX1uk7V8I+QHI3EGs/pV+WfwMzsSaHVX7qC7N8I+ZdU/fizVFj7O13IPzG3pBUJCsMjU23VDIm9ToA3ssKGmvLP2RjYnKw27/iaQ5BFVbO0DYlBcEZL3J7AERDhcxDSz2tM0JrhNIKO7f5GlP8R9CmcPNvpj51EMPvwscluIs2NJE87wcl2UCqNsrJRWL58ORoa6vHtK85Hu88LUEyM+QhZ/H//+9/jrbfewqpVq7p8nwsvvFBr+3fHHXekcLRGMFDKP9k8HWrXN2uqrG8YzbR/UyVxjh0LldY3Wc+ur8VA4649E1BUt067ffyci1H7fC0ud1+OUrfensWEIisYNzsfBaM9yBvjwe6qaC0znS4blm5gPWfBYFBTupJR/uPJf3/W/Nsp/TM5A7Xgwrt6Rf55ToUt1AxGjtZvmnXt9f+pR93r08D6jsSo/DDePfBffFyzCrDpG3i1XVfXQpzefzrdyT8/egxG/e1h/F9IRkPYDoeUCZV2gRqs+tSwkcExjJV/ktnkZzMRcuRhBz9dK3siaDioH5uifOCynQswfct5UGUxrcg/MR4cN26cdnvxYksrU0cW7KqKm7lSXC07kP/Oz3r1Ph6LM3g4JCRM+89uFVHgL0dpbWFaGf4RWOeFflX+SWbk5ldxuIAETuqCLFb5Ltf+3hE8AYLC9G0Asjdg7REimyEFsXXqVdgz+UfIzhiNdEdnhn+m+u9rDWvkn4B4d/TumtLnNArmtTJC/hPtm0eN0sukRsj/CA57mBMQS7FgVAasQkGlGZSVleHVF99AY1MDzrvmKnh9/siCSxYEcqHMnDkTl1xyCR566KFu34cECog/gLVn+QjSw/CPPKY+pC8OXpHFvgZfhPybKsmESVE/CmYQCNZabx4Kq1fA7avE+m1vwLvGiyUFS+DhYzdyNEPjiPMn4MLbFmJtdSukcLRN3FBU/q2mmumS9q/VSKv6ZoV4MIQt/YJ7Qv5Li9tw5Je/QmbDa9E7/3sr3jhuHy6fwqDh9Zew/KaTMa6sFr/4/Bd4bvtzgLsAmwOnYmN4FloyJ0Agw3wIGP4xbhc8x5+Ardc44BePx+Xr78LE4AWD82H+cQLw1b8w3JV/gj0hfZ74JHsRKpr1IFR9hT4HZjaswamvv4/bVj5HzHHSivwTEvbBBx/g8ccfx333WTwb7Hpu1g2+MH5QsROo3dyr98ksKImUXa1c+3VCwz8qpBMKW1gZUMO/ZNa4PuuUkQwEI6BmmC0OdYhU7BpRH+7bwE5vQHEOzN74Cxy7/LugxcZIaaLcC3+LwSf/+lg3lX+CsKb89/y4U0bNPw39tdP/6Axu6n9TUxNaWvQM0sMBI+R/BJ1PQEbdFCNTYIx2KSXlmXj3yWfQ3NKMU848J5IKToi/Gfm98847ocT1Rk4EUiZAfjpraTKCvgPJsjAxZUpsSnwikEUlI+N0rDjiHkjuZaht9kbOqblRIi2wjvA8iYWu58Em4Uze13CIbZDCbVi47h5s3fUuFFVBVlbXxQfkK8y31ei3KYDq4w1pupH/vlL+k6n5VwMHMWXHs5i451UodO/Iv8OuB3CKBSXiKQJvNQptYXDGS5OFeHKubsizt3UvMPk0VNjOwkF2GgLOAvywvRnTg0Kfk47+wjcP/hxHHjhPu13aFIJi+DoMKCxBm+FO/ukcvZSOc1Rid71PG4eNh3QSl8Pp2UMyTaed8m+mqxJvnZj50GHcbq/tk/Nrd2dFjCqVnSsSKv+kHICAgtyvyn+84V+qyn+/kv/DsI6anMv3J/0TYSaAd6b8PX1S/sl1y9rw2DkCfnEFhSYuXwtGEzDmwjHEav5jyH9rGEa8TUv7783aNj28QguQTGr8APZgAxzKiAjXnenf4VT3PzR2RSMYFNM/VVHw0AOPgBXaQUoFyb2FhaNQkFOInTu2gyz7W7Zs7bCQjhkzRluMrTj22GOjm3gL3n+/824HI+g7nH/++XjqqaeQn5+PqVOnJrUI2Vheq6dnQxxa230dUiTlphpMEd6BxLNYzv8EA42l+X582FKPLfUyGiQZjIvBV+GvsH/vfpw9/uzI4yp3tmgp/7ydxYnTClG5QUVtFuAaAkqACevmyhp97q7mP35T2581/xDaUDPqCIisC+7Ac5H/9cTt3+7IAKG+BaISNSEKtmpzzvajCpBXFEZDcwPmjp0LChSaQ81oOvqH8K8m5QZB2AQvSnJCkOWhscS1vfEGssJ2rRUlQX57cHBIQ94koHINhnvaPwFlU7VM2Cy6Cbvr2rGkIEOru2VYGmHlkPaYBj6E8J4dKC2NLTVKSxjKP9pr+oT86yWC5Ip0whkKgkqg/AcEQA8JKP2e9k/Mh00k814DlvZ/GMJp57A/92vsz9lMVIC0Iv8Sn4HtOYDfTaG0KgeylgIGcPxhoPy3hGEk2PVa+YcjG7R6AG7fQRyx4zfgtDns+7349MPD8X/hwoU4HDA0dkYjGJQJSDHIOtmCqmRhZWhtQ0obi6Zg6fueTpP/CBKf0yuuuCLpx5NFpcAhg4RwWJVGq9ffgVCufOERFL5fgB2TFfCnDPzCevnoWsyYqeC8F4MINQBHzjkNG16rx6bZT0TIf3tzCG/8aaMW9b/mgaPB8gymFhTji4sCmFESLVsYquQ/nWr+Vb+IVkcBRN4DZ7B3yr8/nIn1836CTOEAIpY7oVbUsSxa52WjcDaD+z5vwX8WOzSPh0pfpab+B7yGQ7KrCZxTgUilTzpqV6i96254pv0QASOWQ1pYUoMxp+ZbTAZJe7JhjFJiEGYDljXsx7Z6n2b2R5Bb6kKYtNki5JZTITYejDXWS1dMPAn49gvAoTXAFw8CXO8zOzzFVRjj/xAcS4NNoPznCh5tDeEUGWwfZ5LEp/1bkVbKvxVc18HaoQKHmelndMRw2NJnnlV4D6YcPBNZXAEmzJCAjfrehKz9Q5X8j5qSo+3EC8dk4L1Nlfjnf/6qtfq7hjutx+/lyxwPJzbCH5bgYVSEAvW9/vyHI4477jjNm4wEAY4++mgcLhgh/yPogvyblugUxFATOK4Qeyu9mhJXXuROqbXOCIbeGCgLB7GHBRjFhkNNHZV/SZDRljEGAV4Ezw58Sp1M6Yt57vzT4Kj4HOdMvgG2Zgd2Va9BQAzAyTlRtUsnyrmlbmysbsP0kgws5vOxuKUVGDcE1Lpekv+BVP7XjcpCruG38Hbm+F6Rf4Wyw5sxBnR7GKIsgCMu2cFW1LD6OVekHFS06UrfhOwJGvnf1bIbwYCefv3+yS34iM+C7IwlBens+E+bjuAm+R8Mwz+i/BMUzgRGzcdwBi/JkG0AJ1DYXecDP4PFqCnZWhaRtFHQyL/WDaegoM9V7X5B9hj9J9Cs/22U8vUGzrE+LDn4PPZKS6EmaPXHKPq6QAzY+jvt39qmLJn3IsaI2mejYtsU9gs8JUB7NTDxZBwOoFi+Q3egdAFZi6bXTYSTKoWPecfIPAF4GztkyX/RuEzthyAs+XGgXm+n3ZtrKmzLwtapV6I2cz++f80XODLA4dFeffrDEwsWLNB+Djek/9UwgsEj/4YbKIk4CooEm6IigxRKk/81VkBQohP+CPk/vKAtKqxeuuF1elDVEuhAKENSDnbOuxSq4oNzMMi/YVEz0ZGPR/Oz8NWBDzFm4lmYX3kqKrwVmJI7JdLir2B8Ji7752otRXz1Yh8yhljbpb6o+SfnNJk+vj0l/2JGNJiylc+KfL6eGO7ZtBTEWlTkcGgNNiPfXaQp/7XGBk4VM+GidLI8IWsCPj30Kfbv+AQ58sXaff/KVaHQGVC4jqVG6Ur+zfppDWZu52CR/6bdukFGujh4DwakVq1zBUWH0BIQUD49B6Nn6IGsNWv0cyUxFIrKdWf9IQMp1GdlHe+yu/HfrAKcE6rC3ASt/loVJ1xSO8Ki2OfeG/Fp/9bXT2Y/8q1vfQvr16/HxRdf3P9O9YxB0uRoHfdQBsvFjh2eT58SIXLuMwISJBcgt0SDv1waZSekSv6tsHoB9Oaaapw6BS2tDsjUHJz/9VLAFe3QM4LDH8N4ZR9BdzX/Ztq/Ckqr/zfbHWkIBEaU/8MYhCgqNp38t3gyUdsudFD+SRs1AoqSMae8a6O9/oBikP/yhnrMt9twTN0KyIzeWmrHxoPA6zehav0O7TG1dhUhUcEyz26sWP0K9ryfj6rnN+Fwr/m3kv9kSXhP0v7J///tjY4BoYntsepPQOfma79DPIsA2QRJguaUHVX+s2A32gAS8k/QVq1v9Gy0HwqtZwUoKj90yL8SvcYGredy1ugoQWzei+EMpvUVLFlzF7LFFVhVeD+oZ6I+IoJgjC+WQ9a4WRgSEALA1y8BG57W6//tvU91P+qtA7ju6WKw2ym4LHORqfxXstuwaPUvQFe80ufKf2/d/n/yk5+gsbERzz77LPodZqBFjvVCGqqIP77ptP8j48JN6cR56t4AJux5BW7va7Db0ydAkarhH0FTtQ8VW5vgkkpw/MwLUJozrlfXFBOo1H6zKod8fxl4IbsXn3wEQw0jyv8IOsCMJvqCrShX9Q21X3FDshjq0AwFITxC/g9XkEVln5MGcV0TOS/8YaaD8q8aLWcYWsG88oFfOBRKH6e7JpZj3LZdmCD5UZGxA2iZieqP/fDSH6BduAA0reKjBl0tLy6twL920vhlCwe6MTys0v57Sv7JfNCdMkZee3SrFzBMz2ftfw5be0P+GT1DgVYZ+IQwIAWB0vmolOq0+1UxC0yoTbu9uHgx/nrCX+F46BMQqzouHM2MYCj70CH/lgCbI6x/zwEHwwK8GxB8h41K2VMIutsNaJWCeGA9ZNoFczRVTZiPdfMqUZttR54yRDbNYhB47Vr99q+a9HPdS/gzz8eXi6eiIPgCnAh2UP5XTpHxwWIabRsycN8Apv0nux/p6fyUMmzGPOwYImOlG5Djmyv6UMWxmBoWsJ8fIM+EJD8bDX3usokiyitXoc0lwV50PIay8v+fBzYg7JdQTM3E2COOxL9XPNgr8i8jNisuv2F4z/fDDSPkfwSdTkBkamjKpCEwCjyUGlX+VVWrRzUj7YQYmNkCIzg8QBYVH9MOwXEICnUIZ2SF8U4coVSCAa0FBKUMTl21YtT8g6fwXFDCjS4e8zb8F6vHTwbXnIUv7Zdp/84tseOTvXprroMZjeCNGBadXYzhZPjXU/KfzPPIY8pCQSxd9SuoFA0aTfhXD53+CcwUeHeIRpCo/vZM4NqPceD1y4C2TVDETCh+/ZzmOfJwzKhjsGfz73D0oTfgWEyCOrQ2T/FpVIvaHfl31tUB4n7M2PURnOF9g/dhvv+V1lYRhdMwnBFQyPwiYV+DjP3ffAL/e8+JMX/7GmfcNAt7Ct349ykMZF8pjq0lZlxDAOQaMkECZ67cPhG0RYlkQORrewCSiRQIBCLKvxPtILcK2Ni0/L6AGZQkLWiJ8m8NUKadB8MlLwOtFUDh4WGiSdaI9yqrI38fyfdsnu8PkLWIUnVzTpaYcpC9Aq3GBIuGIvl3Z9kR9vtgpzP6xO1frY0adhM4iMHpCIYNRsj/CLqcgASbiiBNIYsBJEVnTRTxAqDpCPknC0EytcQjGDogi0pG2yYc+9le1GdSWJV3eYe0f1XS+z9SEDTHWNcAG+qY/Xt5iHhBonAlTSPr4CG0Tv4c+cLx2B3SnVl9uU6IB1sxsYjGxtZNWGiscZQt/TcDva35tyr/yaphPSX/OWwIDq++6Q946F4pa5Rf37xl+lmECREt0dtTtsqtEeVfatVLOgiEyiqI+w+Co1TYSxpAUhAUQYV9iJxj2uXE+P1vYtUYGk9fRuGy9osxaA2FXHn6zzAHz56M1QvmIFC1Cs98lYliiHBl8pEAnAIbFMWGwvwhcqy0rA4PILRr/hl9Qf4pG0XiI1BojzZmyHxEyL+p/M9pLYG98kQAa/uckJM9B5l3gsGgRv6tr5925N+Zo/8cJujJGjGQn83HmGbVTrRljIXAtkcMHocs+c+xoakqarwcEgK9CqjZfbGijbavH8GwwUjN/wg6wFTxicO2PZwLdzhbq/9XLMo/jIg7wUjK/+EHsqisrtYXH1I+7bW0dYyk/Y8u1H7LjIQ1+w0H6QHEl+Jk3FB3Pv6nzAdz9GVYX1am3X/mrk3Ic27DsoxHcPSJNFaTlHEAk8bth6RIKLfpij9ltisaAhjImv/4xyXbISCbi5ZRiDZHr8g/a+PAin6wUhDhcNRs8smTn0TL6nMhevMRaNBrFgl2/Pd57bdQpEI0+D7xpEinTWlXyLnscrw9fzbWTXRCYuzgsgYoHXkEnUK1ZcLvLoVqz4bQoG+UC0brc1/OfjvoNddBqfg2igp0f4ohAYfhy/H3ZcDXL/f65RibvoVURT347zZM/0zlv6TBhRLvRIyqz+9z5Z/AVHNJ2r8pRpD9y0gmYv+CzPd3Ltfn++0NclrtAfU5XxeqvJ7RWD/vx/Bl3jjklP/4mn93VuxaFpZ6p/zThn+OCdVo2ziC4YER8j+CTicgiqLBKk7YJTJpkvv0yYFSVchaPaSOdJr4R9A3IIsKWdQJaIXCu+I08EUTYpT/GdPmar8djDoorf6qqFI8+frn2C3kQmg4iH1Tp4DOzITrwF6c1nYXZjg/wOgTZuKjGl0tbqFWa7/nZOnpzIPSR30I1vwnq/yHDQ8IAtWR1yvyn1/uwTFf/BQLN/xB2+Rg2xvAn2Yg75M70PL0Azj0wKXw1h6IPL7tk49xqPRYrJ14CWrDU/TPIKhDZm5yzJyBbVMcOKLye7h67b2wBQ4flXCoosKuj52NYREFRvpwbplObkd/+SVeWv4nXLLjA5QW60HQIQFi9EdA1H9vNHjWU6g2nUAIIRVq/fbIfGSSf3tYP26OsNIvarxJ6KyGf2mn+h+GIMf49k/DoO7wYtrf/Gk1z5LP4vE+iaM//zGK6tdq94UkcUiQf+vY7aD8Z8eRfyHQO8M/NjZb1+WylAWN4LDHCPkfQRc1/2qE/DGyBw4HDVuoAfZwixFX1dFXE/+YMWPw4IMP9vljR5A6yKKS5ZiMlYt/g30Tb0ALkw0uZ1QMoczNDGCR+1/w2LcOCvkn406o3Y3qx29C66dPwp2fj4If34qSWy+HpzQE5IxHZnYuPvnxsfi/s0uwpXmj9rzpnonabzqN2hN1B+s1ZnW1Tob8m7Ww3WUJJHqvVMi/vylaAyoKvTTUMuYgWgWy4AB89UDbISDYguxs3TSrpVnPNlGCQeRsq0ZT7nSE6aPgkUfjnUNV+MPemiGj/BMUBaciL6C3S8zfu3OwP86wh5ShK28l5QVwqBQkqAja9Wsp1K6TW4lmhhb5N5V/Arb3ZIh369cXrzKQX746ovyTVHxZlqGq5rrQP+TfvL6J8m8qpelERA9XxB/jdDrmZEzsmNSO334zjOps/XNJ4fCQIP9dpv1nx37+sBhb6pIqxuWKWoCk7NCH4AUvsobA8RlB32GE/I8gYS0dSZtTVQXfu/VGFIzLQU5+DnI8OZh0zBE45+br8I9/v97naf9r167Fdddd1+eP7QmuvPJK7Th09kOCD4czyKKSY2cQcuRD5HWyxWTkxyj/mXINZquvws5uhW0QyH8x147zprKY5dSN37KysuA45zy8NXsq/nns9di25Grt/rIcJ8pK6rXzNrdgLrLceWByc0Fnpo9DcXfo7BrrjvyTzcQNN9ygbYiuvvrqfiX/QUuaYtCYG3pq+EdZNjV5igcItmILz+NupQHZR2XHZED4V68GLYj4//buAzyKau0D+H97eiOQAoTQe28iIgooWFDs8mFDr14VbHgVO3pRwYZd8Vqwd1EvXEURBBRBuii995qQ3rbM97xnspvNEopJNlvy//ms2TLZGTazM/Oe8573FLmnLus4FE0dTsTkOUIm+C/buROtsyq+Q/H7at4rSzXjKq8M2jSijfp5yKTh4+/nYu7cubAb9JkmSkuXoEWTVIQM76J/tRD8d2hZnv0VaYIheytioisaGGXsv6bpmQGaoWZzkh8Le/4DQ84Rg5qbMLKTGY1jDUEV/Mu2LCt1YG0zIzY30hufi0pCP/iP9un5L7HXbMy/JbYBLI5itN7yNU777X60jd5Z7fei0MOCf1QlOag47PrFz6CBQ/DSC1OQ0DAJBw4cwKxZs/Dgww+ja9eueO6552rtwN+wYUO/LFsdL774IiZPnux5nJaWhmnTpmHYsGHqse+YQrnwCKYTYE3JBVTvNHfRHP3fao5vVKnn/5eXPkHa9hTsPSMfLQMQ/Hczbcbtl0fh1aVlGPtdCaLiEnH1279jjf0rmOJWwdzldrR3OGAwmzE0cyh6pvREVnEWEpPaInHkSISSY+1bJ9Ob/+qrr+L555+vdsG/k/k9FfyXB/yitHxa0Or2/JeUAiu73q5yj4bLNVt2DtbYrPisbC+cp7RE7NbWyF/6tephjD71VKS/9R/kf5QNiwbkQ58mr8iuhUzwX7R0GTI2rsOGtj3U46QG4TElWChLKbQDFiASem/2AZMLn099H+dumINHUvSA/2DUEcRHhcY+ppx6G7B+pn7fUvMCaCldMpC7Ogen5y+GyVmMjMSKwFuK/sXbrcg3A5Yyh197/iX4Z89/3ZHPeM41esPztiMuPJYbPJ+57BMF+3vh9C29URBlRbxTGolKEBGhd1qEavCflBaNvhe0wAfTPsbsxV+rqbhrVO2/QYtKj7N2/+meqZfqAfb8U5XcPf/CarUhPckM2BIQ36gVbrp1HKZOnYrffvsNM2fO9JxspQr5P/7xDxWYS4A4aNAg/PHHH5Xed8aMGejdu7dqhZVewYsuuqjKVH5N0/Doo48iIyNDHczT09Nx++23V7ms2LlzJy688EKVdijrvvzyy1VDhZu8V7du3fDBBx+o35VCaFdeeSXy8/Wq4r7k9dTUVM/N3bPsfiz/hokTJ+Kaa65R63NnIfz6668YMGCAqizbtGlTtc3uysfu9MR//etfaNy4seq17du3L+bNm1fDv5afev5z9O3WJPjXNJjjGqnec3dvsx3RKIhOQ6GhAaymuj+UaKbyav/l7TANk+LRINoGR2kSBvzpQrubXsW7Nz6A39/9Annffw/rz0uQ+ttm5P3wI0JNdXv+T/T7J7PsyQTQsr9stkSgYZc8JLYvxHfZtpql/RtMOJLYFjkJraE58lR18n3lBYqcWgpMUXoDVHZ2NowyxrNff5g1PUj73f4XpiQm4LfU2JAJ/mWqP5OzInPCYmPvZaA1dFcHdxTg96y12Gpx4lqjwxP4/6+XARvbhlhhxoxTgIxTK+bpq6HUFvFoPKQpoiP/VI9beI0qkHH/Znfav8vp94J/chPs+fc/73NE80RjUDW4yLZ0RBt0OHgqGrnaqucibI6Q6Pn33nd9C/5Fx9vQ69xMLN0zE+t2L4PDZa9Z8K8ZsK7N/2FZpwtxxX0mfDfw5K4lKDww+A+0ssJj3+wlf2PZ4hMv+zfIiVoCcDc5DLnKihErHXq5Oejbuydat26Nn3/+2XMAuuyyy3Dw4EF8//33WL58OXr06IHBgwerC3Txv//9TwX75557LlauXIk5c+agT58+Va7/q6++Ur2Vb7zxBjZt2oRvvvkGnTt3rnJZGX4ggb+sZ/78+Zg9eza2bt2KK664otJyW7ZsUe8jDRZyk2W9e/f/rmeffVZlP8i/5eGHH1bvL5kBl1xyCVavXo3PPvtMNQaMHTvW8ztyf9GiRfj000/VMvKZye/IvzHYGn9KNT2N0mE2wwBN9fxL44p7DHlO3AAs6f0QDmJEQMb8w1Q+3rR81UmJiXjhwkxcZt2NhEIgPr8UpyyagbjJj2DPXeOwZ9zd2Puvf2H/I4+gvgX/NVnXyQTQ0ijkiEpAcocCGLsYsKPMVaPg3+SeNtJgxMKiHSrtf3958OCyx8ORe7BS6n9xgR0GNVmRC7+WLMG0hDj8mRYTWsG/q6KWg6m8kBoFTlrjhrCVHEF08SqknJaIhNz1uCVbr8XwY9d4vDfEiN79h1Q6T4YER/l1hbnmPf+Hiw/jp6zH8XhMFFx2A5rFVAQs0uid54qA0VmG7BL/Fvxzr08EUyAaroJ9zH9yod5rbnHp+0eRxRkSwf/xev59GwXkOsx9LVYdhlatsS+9P/KSz8YFa+6AJU+vhUT1A9P+A+3J4yTatD4bGOU1Hc8zrQB7xbRXlTQ7DRj9v4rHL3QGirIqL/OoPk7xpIP/8oJ/imaAwaWn8prsTnUAkh70zZs3q0BRgtwlS5ao4N99wS3BsQTbX375peoZf+KJJ1Rv+2OPPeZ5WwmeqyI9+dLDPmTIEHXRIBkAx2ookEaEP//8E9u2bVO97eL9999Hx44dVW0A6aV3NxK8++67njHrV199tfpd2a7qkMyGu+++2/NYsh5GjRqFO++8Uz2WxpGXXnoJAwcOxOuvv64+Gxk6IP82yWQQkgUgwyjk+SeffBLBQgVzMoGzCv5N0AxGNebfu3o8ysdzNoizIS4yAL0tJv2Cw2oyeDIzIg6txmWFC3BDzxQ0229F0sHGiIrdD7PZgsz4TESYI2EsL0oVSgIZ/J/shd2OfAvOLn0KpbBAsz9fo+DfWP43FYej0oCSXE/Pv2ZPgDPvkLpfOGMGDsyYAXu/c9TjEksBNkbo+6LB4Qqp4N/gqrjYM7vTWShgGqbnos17L2BdphmTb1utGkAPPetAtrUM6zrsA/bNx/frC/DCeQgdOTuBvSv0+5aaB0Mup4bzXvsTbfdGIq+nDY1SHZV6/nOLfsQFy6bifbMBFssY1Dbv77d7hgH2/Puf72ccTMG/bEtbmx3S5RSXvxvxR/5CfuwWRET0QqgH//u25GJwy9FIdLTC/LXTa7Quq7MiHkjLbwlHsl47ieoHBv90/IOQU+baLgI0p5riT6ehuLRM9Xi4Wx4lvV9Ovr4X+zImV3rExapVq3DjjTee1PqlR1zS+lu0aKF6xiVbYPjw4VWmDq5bt04F/e7AX3To0EEFg/KaO/iXxgp34O8exy8BeXX16lX5ZCKfgfTmf/SRPue4kM9IGh2kYUKyEaQCcps2egEpN0lXrHZ6tB/lRhgg5aHsMgTE6YCrOA8xiQ2PCv6bpcYhrjzgqksGszv41x/L3xtbf0CG3YEyiwGvjHDh9Oh/YEHhBFiNBsy/4m3EWEMv8D/WxZV8F/xxoVudnn8h1Qcmzn9L9b9fXrILe8zmSt+3v8PkNYxk5+F8IK4xDuTuUI9djgQ4yoN/84IFyN62Hc4Y6bVIQkpCLO7JOoJnGiRCc2ghFfwbvYJ/SwRPzYFmtkWgKLIhNERBc7pgspjQ6J5/Ydx3V2H1vtVqGRMsqqE0ZOxaov/MHAA0H1jjt9OyLchqNglL0/IRXzgW6eb8Sj3xH5zlwEfDTdj/oRPX+zHtP1gD0XAV7D3/Tk3vHY8p2IPW22ZhecvDiIgYh1AP/r97bTWaJrRD077t8NumGTVal8FYuYE54eDfyw6m0MYrjEB7oGJ6rKOUF1rzuGfzcZb1Sf+5Ux+DV13ugnYOI1BqBUpsgLk8o096QKQdYPv27Z6AWwJ/CaarGr+ugjJVEfjk0wzlfTds2ICffvpJpfHfeuuteOaZZ1SqfnUDHt/fk4s294wF1eHb6yqfwT//+c9KtQncJHNBGgbkc5UhEb4FA91TJAUTu9GJHNsBuAwl2PXcP1QNCO/sCw36v8FUtC8g22coH7PqDv7VFHB7VyHR5UKM0YIClx1InAMUAgObDgzZwP9YF1f+6PWval0nG0BHGw2Iy9YvIDINpShNTq52YOTd8+/KL4JzxGvY/2EvQHOonn9H3kHEGY2I3K43CLQecQra/CMVZdkH8Pnn+u/lF7hgLZ+rPRSCf5luKapwHyJLsmBuzd7LQMtMaoXf007F/oyz8csn63HmNR3V/tw4tjFySvKx9aAGU3EXhBT3VH/FOXICrPnblRc7dJqsOGzKxN6IVgBWes6HEYYSlMpxwez0e9q/G3v+/a+654i62jannPvl3FF+DV3q1EIu7d93zL+wRplRIoVIa2E/d+RVHiocke8zzJjCGoP/QLNGB37Z4xyEnJoLTqMBTotU7HVfLGgqnV5S/iXYFTK+f/9+Sa82H3MavC5duqg0+9GjR5/UNkhjgfT2y23MmDFo166dSu+XdXlr3749du3apW7uxoi1a9eqAoSSAVBXZLtkva1ayQXQ0bp37656/iXbQIoCBjun8whG/PRvyIxXr5mM2O9w+fTk6vuI5vKpN1HnPf/6VEPq5L7vD8hemhGVirUFu7Bg9wK1zLnNz0UoC4Xg3ya/Vt6WVqrVoNifass0qGwjaQBN2PkXskqy4JTAXzMiQouBVlaM/rGxKhvJ2qolbE2b6NuelorS8obQPdlO2JoHz0Xp8RijoxBTtA+nLH0crebOUY0BFFj5JUnYmXG2up9gyMFbv2zFJ0t2YmSfm3HjaQ1x1vMLkBgVYoFmRPksEiU5tfJ27uEpLpMNpXlG7ImXbLh3PcF/v/19EFmSgbykGX4p+FfVsSmYeqHDlfqMteD8zGWfyInU1NVJcWRDFESnw+4qCong3zugr6rn3xZZ8R2qafBvc+jDeKtqcKfwx4J/VCX3idpksMJVrOHwvhzs378Pq/9ahedef1mNVT/ttNMwsnzKNBmb369fP4wYMQI//vijygqQ2QAefPBBLFu2TC0zYcIEfPLJJ+qnpONLIP/UU09VuX4Zm//222/jr7/+UunyH374oWoMaNas2VHLyrqlGKCMt1+xYoWqPSBV+GWsvW9qvj+NHz9e/ZulqJ8McZAift9++62n4J+k+8s2yrZNnz5dDQWQbZ00aZIqhhhsluw1wVHeq24p7yXyHvOfn6SfTDceCUzwnxPTGjf8txjPLSpV2SWGklzgyDb12kN9H8RDfR9S92MsMRjQJPgbW4I1+D/ZCzubreJ0YjTbajyUxeQshUmKk5WWoWFkQ7wx4Ds0zL0f6TH6sWlgtJ7JETOwIn35260z8VqiPpd5FEIn7d8UG4v0Z55Bk9deg7lRI5jiveZjp4DQGlc0YjcZ2AWFpU5sOVSIdfvyUeYsnwknEIVOa6PnP3cXUFjzMb56MKJHgeZDZSizxgEmsyftv8X+pmiW0xGNi+LZ8x9G5Jzw3Sa9B1p+BlPwL9viKE/7z01ohSW9H0RM7LCQCP5PlPaf2Vk/p5Y5SmvcmGbznSbYzO9NfcKef6qS+8BihBnz5v2MPl1OU8/Fxyegc7u2qtDd+eef70nll3TI7777TgX70rN/6NAhVbDv9NNPR0pKilrmjDPOwBdffKGmyJMq+xJIyutVkWBOlhk3bpzqLZfgXqYJrCqgkHVLkH3bbbep95M6BFIn4OWXX0ZdkswGGZYgn4H07Mt4/5YtW1aadUAK+z3++OPq89uzZ4+a7vCUU05Rn2WwWZdlg6M8dopr0QspPUcg22sqp5TkBOzKlhbjwPRSlsU0wTsr9ZN8mzYJqtdfSWiGzk3649vFj6uHgzMGw1Y+M0CoquriKsr35O2ndZ1sAK2pMYR6b0K+5kKrGgb/3f68F/G5Gn5q1RKGFzrj1MgE/HzbfCxbsRJ9HwBOK2/8kOB/5eydyDlYhOWRaz2/H20MneDfIMfW4cF3DKjPivIq0m6T0qPROldvbNp8MB9lDj34twRgitMaifA6gDv0qfFqwmQxIjrJgsJsBzRDQyzbsA0tW7bAlo0bVc9/bGkUnDYgqkyrs+A/mALRcCV/y/M+lkZ/veH/hT7B85nLMb+kaAEG/7UZG1tfhkMNu2PdweK/New0WIP/nsMy8cTkiVi85idExNfs+2SNls+jIgOoUeOqM1YpPDH4pyq5x6S/+PRLeGXKf2By5sNpKkFEsQEwl2FjTsFRJ1pJCZfq9nI7losvvljdqiLZAm6SQSC3Y/Fe1j2mXhoAjuXRRx9VN29Sld9dmf9EfKdz8l2/mxQXlMyH4500ZbYD7xkPgpXFaMVfnR+AUTMhas17iGjaEcWOA57XmyVsRoOSlZhvTQnM9nldTKq6Evv1IlxI6wq7y44ft/8YFin/oZL2L+N+M87cC81lwLZ3C9C3hsG/WaXvO5Ehw41KdgHFR6SlSdV26BQRgSSzGSUmI6K6d8eOl//Eno05aHyW3lvbuqwMzlU5sPUKjeDf7cinn6F0yxbEnXuO+ndR4DTM0LOcTGajurVupAf/mw4WeIL/kOv5j4g/Ogughho2jkdhdhYKo9LwpOMVvNY1A09v1Hv+Y6F/Zk6Xs87S/tnzX78L/snf/6AhDy8Nj8W5a/UGvMLikrAY8y+NbQs3zEBWbhZaJres0bqiEmPQ/7cHsKrrWJRENEByXO0cDyg0MPin4x+EyoNeqYvXsGkGXGWl2L13T1Ae9Kl2pUQAJVGN1X1rqd7YU2bWL+Y0lwsZpuWItf6On2y3BmT7ogylOLulCaUOGcqaCJxyqz49puZSmajjeo3DL7t/QZ+0qqeIDCWhkPZvsUWg++fZkHiooKxmY/5FZHkmQfsSDV82iMb6mAQM3b8UrZJaIdVswX67HQei4tDdYkFRXpn6nSaNUoECYGuWC38sLcHFY0In+C9YuBD7yxsoI9q1ZfAfYKkt4nDR3d0R30jPsMlMjobZaEBRmVMlut85pDXiAzHFaU1ISv7Y5TJlRo3rArklpcdg+59ZyG/eBmkmB9o01L9z0vNvgD6lrVPzT1DOnv/ACObgXzJB1+UAh1sY0G+Hfh1bVFwaFmP+vRsFavp9MkVGwVaWi75L9amu04ZOrNH7UWhh8E/HDf6lwrtQI77NZpgsFhTaKwqFsJU9fA1pYvcUXbPZ9SruhQb9BOoqKsb+N3dgP1JRdlXlwjF1JbFsH364KhrrDjnxWFaC6hVGw7bqNdkrR7QaoW7hkokjw1m8Z6cItp5/WW5TdsX2yZCWmtiUcSWKm8Sir3MBfomMxNwII374+gc8N6wFZhcW4Met+TilVy9cqVK09eC/eVoGsBWwJ1vVQStU0v7Fwaee9tw3WENnu8OVBBHprcsL5JWn+DdPjlY9/8V2J+4cUnnK1pCRXLvpvU3aJsJe4oCldDes251oZdODk4LCQkS4TNIWB1eJ3S89/wz+AyOYg3+xM7cZBu6+EGUxenHopCh7SAT/co6X445kmp4o+K/p98ng8zfL2rsR7PuvP0IsZ43qOu1fKy/mY4IDm3fnYef+AtjtDs8BP6TmOKa/xaCZYJTgX2ZUkO516fnXTMgvscNZWoziiCR1s5sCM4We0aqfzG1mg2c6yXDme4EVbGP+fZerac//kagWyE7qgKIyF/aVX+jszbLBajZ5/t6HjhyBw+5EaZG+fzZP1av+Gy1GxPWMC6ng37vCv0FNnUDBpnVK+bj/A3omFAFNOyTh9JFt0X1ACxQZDGhhyYIptgHyC4pgKL/EtNtrXqCsKkz7D4xgD/5TI9LQZd8ZnscRxrKg28ZjcX9P/N3zb7BYsKnlxdjQ+nKMuTUam9o0rNH7UWhhzz9VSYJ6OQi5e/6dBiPiXBoMpS7EmQ3IsgffAZ9ql2Yww2SwwwUrpufmwlSUC1NUPHYv+A2pCRb80XkMiqJTsae8yFtda9aiNbBMpvoDzu2aAnz1D6DFGUD3qxCO5PtWUlLi955/34uKQAX/ZVEGwAHMagAcMJc3RtoTkB4fgaSkJBw5cgTZ2dmeXn+j2YCI6IpjUmRmZEgdoyoF/yG03fVJp8bx2H64CE5Nw8YD+YiNMCMtPvgLifmbZCTd/vsUHIhojJfK9iOucRvkFxajLFY/lmQVu/zSUcCe/8DwPUcE22ceKeNMvMhAnVDpqJLrbgnwqwr+vTMCahz822zYkTEQRs2MM7e1gdaCjWb1CXv+6bi9/67yMf8G+U/TD54RhuA84FPt0owWmIwOTyV3R94hGDUXHJMmYv81N8Bl1NsOT22TGpDtS2zQSP1smJSA8zolAn9+AWz4HuHK9/vmr+BfUg+9e+lO9nvuu1yNg/84vZf1UFIjZJdnIlm0JMTu3ooPLFY8m5aOnJwcFObqVcuj4vRMpN57eyNvZR4O/3A4ZHv+jSG03fXJrWe0wnd3DECjWBvOfn4B7v2yvMhoPVewdiOuf74Y934Zg9U2K9q2aIzC4mIkbH8dZ84bi237/vTLetnzHxjB3vPfLbEicE4+8CNySyoKFQc797m3qoJ/MvOVW42Df4MBLoP+OSUVp8Gk8ZxTnzD4p+MehIqKsxBTsBtme64cLdTzjvJsgGA74FPtchlMKDTpf+uIxEg4cvajqaEYZSl6EUB38H9572aB2UCTvv/ZTAaYDpRfhKd3Q7iqq+Dfd12B6vkvcugXOvtL9Z59s8uI9LgklG7YiARNQ7LKTNKweoU+vV9UrL7NSVlJ2PniTjjznSEb/EuvDAUvu1M/LtpCrdq/nyyYW4zlPe9BUWw3rIMNTXNXIL+4GE9ek4vrxhmx2KB/h2sbe/4DI9iDf7tB77SKLD6E1lu+RV7pIYQKd1BfVc+/d4NAbQyj0QwVjQkRufk1fj8KHTxz0THJwaXE6cChOBeyYytSphzlRceC7YBPtd/zn2PLQZ4tC7ABh7+djOcubYGen76HmM/eRqlVP0mZCytmf6hT5vL9z1kG7PtDv58WvhXS62rMf7AE/+byix+tfDx/qT0ZTRKjULphg3q8oVQfAjHn929w4/On49xbuujLlVbMXx6ywb+Fx9ZgVlzm9BQBJKBB01j1szA6FasPW7F0zXYUl5XCbjag2GbwWyNJVcE/e/79r7p1YeqKo7yjymUoD5DNwbV91R3z7x3818Z+7j7HClvx0ZkGFL545qLjpv07NKAg0oASa0Xwb2fwXz+YLPi1w7P4uMe/sb94u3oqLk6f+9qZmQ6HTBulgrLiAG1f+f7nKAayNuv307oiXIVSz7+kFCbK9Is1kHQkS/3M3Ov0jPdvnBCJkg3r1eONZfrFypdffQlLhAnRCfr6y8rKgvai9HiM0XpjTnT//rC1aR3ozaFjuPmD5Xh0hp5twuBfl5SmH4sKo9MQ5zRjZ7EBhYU5OH3LFThr43Vo3zDNL+ut6vvN6xL/C/aef2d58F8akYjiiAYwWvzXUB7Kwb+tvBFTvV9k8M+GQLUnqM9cjz76qLqI9L61a9fO87oUvxozZozqYYqJicEll1yCAwcqj+3ZuXMnzjvvPNVL1qhRI9xzzz1HfanmzZuHHj16qBNJq1at8O6779bZvzHYD0I2SyRiSxMRZdeDPmga7K7gPOBT7TrgiEVuof7HTjglAemj0hEbq/fwZMRmwOzSTz7/WbQ7MBtoiwOGTQY6Xqw/jmsMxIRvxdq6DP69L6qrM+ZfqvHXeCqi8kKSDZxW3NzsI6TZr0GL5CiUrtd7/uO6dFY/t23bhpUrV3p+L1R7/uOGDkX6M0+j4bi7OOY/iHnXDbMy7V9JdAf/UWlIPwLEn9oJJeZItDvQES2zuiPFFO+X9bLnPzCCPfjXjBXfy1U9/o24mKYIhzH/3rFLbeznBs3r/SIDM2sTBUbQn7k6duyIffv2eW6//vqr57W77roLM2bMwBdffIH58+dj7969uPjiiysVx5DAX3qCfvvtN7z33nsqsH/kkUc8y8iFoyxz5plnYtWqVbjzzjvxj3/8Az/88APqOzkImU0WRDhiEGHXW04N0FDm0ursgC8NPt98843f10NHO6LFIrtAD/7P6jQSo5rch1u+XILhL/8qbUCeaZyMgZqWzBoFnHIL0Lin/jgtfMf7h1rPf01T/kWT/I9x5rwxsDp+wZh1t2DuJekY3S4OziNHpCoh+l1+uVrurG5X4qf3/sKBbXkhHfxHtG+P+OHDEdmxY6A3hY6jdaOKi2T2/HsH/xrs1lik5MTgtHPbQGvVDxaH/vlEVi6+Xms45j8wgr3af6lWgL6/P1bxuLw+USioyzH/hvKpnEWjppk1fj8KHUF/5pIdPDU11XNLTk5Wz+fm5uLtt9/GlClTMGjQIPTs2RPTpk1TQf7ixYvVMj/++CPWrl2LDz/8EN26dcM555yDiRMn4tVXX/Wkhk6dOhXNmzfHc889h/bt22Ps2LG49NJL8fzzz6O+k8/+gQfHIyUzHqmZSWjcqgF6ndYZz7/4kjoIybCAcHXdddcdlXUit82bNwd0m0aMGFGnJ6HC9YWILIlFj11noVlOR3RbH4ntu/JQUupAl6gZ6Bg5S878CKjCg4DBGNbF/kJtzH9tBP8RZiukk7VlqQM48BeguVBanvJvbd4cF1x6qZqZoFOzfogubYL8IyUhHfxL8cIDTz2Ngy+8AFdxgIbS0Am1TtGznwQL/uksVhNiytsimxQ2wjjnL4hLSYVmMFVKw65trPYfGEHf82+2YHXGIXXOEBZL6AT/dZn233nLG577kVGhc66kmgv6M9emTZuQnp6OFi1aYNSoUSqNXyxfvlx9EYYMGeJZVoYEZGRkYNGiReqx/OzcuTNSUlI8ywwdOhR5eXlYs2aNZxnv93Av436PY5ELTHkf71u4keBeGuwHDRyCvxb/hZVLV+C+u+/C9OnT8eabb4bMvKnVNWzYsEpZJ3KThqLq8B6HHCoiLQakzD6Asom/4/mv7kR+8RE0dJpxdb4NG9YdxIC4d3BG/Bsw2gI4VmzHIqDlYODebUDffyKcBarn/2Qv7Go7+I+16P++fBjxeINE7IMdBrMZUb16qZsc108//XTERSap5fYd2hXSwb9j/35kT5uGrKlvQPOa0omCS+uUip7/fi1rvp+Hi6R0/XOJSUvCGcXFaJ1g1xtlJWjx0zrZ8x8YwR78lxojsawVPPufxcbgvyqR9lwMmjdGZdjZotloVp8EdfDft29flaY/a9YsvP766ypFf8CAAcjPz8f+/fvVAUfGlnqTC0J5TchP78Df/br7teMtI8F88XF6XyZNmoT4+HjPrWnT6o0pKrIXHfNW6iw96WVLHCUnXLY6ByHpjbJabUhpmIqUjEz0HnA6+vTpg99//92zXFZWFkaOHInGjRur3khpcPnkk08qvdcZZ5yB22+/Hffeey+SkpJUFofUdPBt6JGLeTmhd+jQAbNnzz5qm/7880+V6REZGakCjJtuugkFBQVH9Y4/+eST6u8o+8e///1vdSCVeg+y7iZNmqgskRORwME760Ru7mwHGWYin4Msk5aWhvvuu6/SwVr+vZJFIsNIJFtFGpTEX3/9pTJQpEaFbN/VV1+Nw4cPe37vyy+/VJ+f+98nDVOFhYXqs5JhK99++60nC0FqVfhTemQZVv4zBrNHRmHn4Y34YNFE5NqAaM2AxdM2YUvJKWo5ozmAwf975wPvXwDI/h3hn3GlwaK+pf1nR/fAnx3/gW3WXvgsLhZ3fLsJkaf0Q7MPP0DaY/qx49JLLkVclF5YcO78H44K/oPtovR4ildXzIVuDKHtrm+aJ0fDWN7u3a1p5euP+qzDoOY47bLWiEjSa3K0cx0Bynv+XX7qKOCY/8AI+uDfFA+HqWIIsDVMgv/aHvOfZdEzqeXbWeZig3N9EtTfCAmS3Lp06aIaA5o1a4bPP/9cBUeBdP/992PcuHGex9JYUJ0GgL4f9z3mawMaD8BrQ17zPD7j8zNQLJXNq9ArpRemDasIaId9NQxHSo9UWubPaysuLk/+IKQP1nOZLCgryMfOnXuxevXqSv9WKbwowy7Gjx+vqsH/73//U0Fty5YtVYDsJsGrfGbScCCZFRKo9+/fH2eddRZcLpeq1yABsbwuwzokcPYmQbAE0f369cPSpUtx8OBBVZ9BgmzvIo1z585VAf6CBQuwcOFC3HDDDWo4iDQsyHt/9tln+Oc//6nWK8v9XXv27MG5556rtv/999/H+vXrceONN6oLEe8GDfn33nLLLWobRE5Ojmq4kG2WYSXSuCSf2eWXX662WTILpBHl6aefxkUXXaQauX755RfVAPOvf/0L69atU/uZu+FCGjL8yVBeTd9iKr9ws9ixpXM04lfloaXDhFk54zEs4QmYA9m7KtvocujT/YW5YA/+vX/HPTyrJorMKTjUsDWMdunRX4P9+Q1gdEdd5c4/7wLM/GuTuj/9v59jwpMPhGzPv8H7Yo4BTNCymU3IbBCNrYcLsfFAPlLiWCVbtOzeSP2cO7MAWy1mpBq2QyvveXV4FWCrTaz2HxjBHvzL9nTNG1TxOMISFgX/arvnP7dRB+TH9cGCNivwaKPKnaAU3oI6+Pclvbht2rRR464lcJNUagmovHv/pdq/9NAK+blkyZJK7+GeDcB7Gd8ZAuSxBLHHa2CQk04oXVhWh+r5BzB77iw075AOp8OB0rJSNc5WMh/cpMdfglO32267TRVMlEYa7+BfGnAmTJig7rdu3RqvvPIK5syZo/6WP/30kwqi5fdkmIeQ3nvvBqCPP/5YNTRIwO0OfOQ9hg8fjqeeesqTwSFB8UsvvaS2s23btiqYLioqwgMPPOBpuJk8ebIqHnnllVce898/c+ZM1UPvJtsixSVfe+011fgh63bPQCHFJiWQl2KSsl73v1HW7fb444+je/fu6t/l9s4776j32rhxo8pgkJZdaQSRRi4hWQBusj9KYOPed/3NYNZP6Nby0g7ynUhLjsJH0YdxZ3wDmHcW4eO8+xFXvlxAuDNalrwJDH0C4ay+jfkvaRAJHAD2NjAjyeFESnwinAWFMLkHFwOIj5L1bEJJWRFWr/lD1XjxDv5DqRfQ6DXVUrgPqQp1A9s2RLu0WERZQ+oSyu+cublYaLLiyag0ZBr3oPs+/eTh8Gm0qy1M+w+MYC/459vTX9V+EuyfrXSIyc19PemPgn+bMvshsigVmSVnwRIROtMhUs2F1JlLgqMtW7aoXmXpaZYviQSPMsWf2LBhg6oJID3DQn4+8cQTqodYpvkTkkouQYyklbuX+e677yqtR5Zxv4e//f5/FenzvkzGygX15l1+7DRvY3kLu9usS2bVeNvcPf/9+w3A049PUQH0G2+9hBJnqeqZ9p5VQQJaCfalV1waZeQC3Dc4keDfm6TLy99GSK+2BMHuwF/4/g1kma5du1bq8ZTMATlAyt/eHfzLDBHeB0x5vlOnTp7HkrovwYl73cciM0DIcBM393plO2TbvC/QZTtk/9y9e7eqOyFkH/X2xx9/4Oeff67UoOAm+/XZZ5+NwYMHq4BfMhzksRSfrOl86dVlMOvBnKX8o5Rp/honREEzANtbRqBP5yTszS7AqY3Lp4EMpBy9Fkg48w3Cg23Mv/d3V2q01JQzoxVwoARHYs1IdgCdSw9iY69eiOjSBc0//0wtU5SnZ3zkFWd7hs2462vI5xVKQbTUMYjs3h3WFtWrK0J1Z8JwzshQlc3PvonTlnSCucUazBhQjLG/3AUTDJgV55/Agmn/gRHsPf82r+1Jyl6KiOTQCf69g3q5tj5W8F8b+7mzPLNXvR+Ll9YrQR38S2+y9OpKL6j0rEqvsQRukhot4+wlnVvSyKWnVwJ66XGWoOyUU/SxyBI8SZAvjQXSAyvj+x966CGMGTPGcyF98803qx5cGYt+/fXXq/RrCWIldb0uRFmiAr7sschBR1LOY61GtE1viDJrHF6a/BxOPecMfPrppyrdXjzzzDN48cUX8cILL6jAVYISSdn3LXLne7CSC3MJ3GtbVeupzrrl39GqlVSNqR7f4EwaB9xZCr6kIUT2bWl4kiEKMlPFyy+/jAcffFANVahuocGaMJor0v4lhJLvWEZSFNLiI5BiysfIczoAgez199akF8JdsKf9y/FWsl/ke+9ukK2JI8X6+EajZkKMw4JWefv0x16NisX55cF/0RFP8O++QAq1zCxJ+8/85ONAbwZRtS3K64LCDj3QKOsF5Ju34daxTqAgBraZ/gnImfYfGMEe/FttETAWlcJlsqH59m+xtIkeE4Ra8C+ZoN7XrrU95t/gfQ0sRWZrIZuAQkNQN/VIL6oE+pK6LeOipbdWpvFr2LChel3GTZ9//vnqQlPGc0s6tFSid5NgSlK35ac0Clx11VW45pprVAE4NwmqJNCXoEt6lWXKv7feestToK0+cxeWc5g0uAx6C6HBaMDo0aNVRoW7IKKMab/wwgvV5yufofT6SRr73yHTLO7atUuNe3dzT9novYz0nsvYfzdZtzu9v67IdkjNAmkY8d4O6Rk/Xg2BHj16qFkmMjMzVaOC980dyMnnLVkEjz32GFauXKlOql9//bV6Te5LS3Cd8QrsLSa95/+8LmlYdP9g3Ff2CvB6P2BX5WE1dW7wI0DLQUDvGxHu6jLtX4anCDmm+hZEPd5FiwynkelXa+Ni0OrUg/jYIhMWl/VDetZu9TjC67veontD3PjC6ViVPdNTEHT79u0hGfwThbrEBnrwEFuiD03LjzKgMEpOJf4JDjnVX2B4H9/luO/dOx0s22d0F7AzmEMq7d87+Pcd91/bPf8R3nXCQyhLjmouuL6xPqR3WXr8JYVcGgLksRSRc5Mv9Kuvvors7GwVEErg7zseWrIGJK1fUtYPHTqEZ5999qixMlKZXQItWY+kX0shN4InGHUaAbvZfWBwqdR0aVCRz949tt3dYy0p8VJMz7eOwolIVXup53DttdeqAF8K3UmvtzeZ6lH+5rKMVM2XFHrJ9pDMjpMNUGrDrbfeqhoqZN1Sp0Aq8EtWimShHO8kKBknsq9Kg5YULJR9TWocSGOKBPXSwy/DJ5YtW6aGr8j+LPusNDYIaTSQYosyxEFmCKiqIExtMloqTpiS+i89/8qWn4GNs6Ad2Y4CYwwcztrP3jhpA+4Grv4asIb/eDXfVPzaGPN3LFIXQwpjSl2MQPXqxO3QGxBb7zXCZU9Awr4d6rHNK/iX45M1wozzRwzzPCd1QdRyDP6J6lRSU33GFRNSYXFYMGjTVTh/z3BYLP45hsj5NtjHn4cj73NPMH7ecux3lBcqntM9PqSC/2P19PtjzH9kSUUHlqF8JiuqH4I6+KfAk5OrUbPAYNADP+ntlgOppPzLUAppdJGhFNKrLdkS0pAiDTAy3d7fXY/0cEs2gRQJlIr4kl3g29MpwbIE0L1791bj4aUhQoZt1CUpcCgNSlJMUjIdZOiIDEGRz+FEY6IlQ0ACfUmRliESMjxCClbKv1+Ca5mhQGYSkIYQeT/JRHEXPZQZBSTDoVevXir7xT2LgL8YzTY88UspJswrgcNVHvxLa/oPeqPMD5Hno9PL2/C/PyuyNch/vC+y/JnyL+Q7LtlW3o2tdc1sKs82gglNzQNh3b5F37Z2R2f5VDXMgME/Ud1Kbq03wpdEpSM124o2h3sjPbsfrCb/XWr6Bnbs+fc/76GUwRj8q20y6gW7E3BXSAX/vmn//uz5d8/mRfUPB3jQcUmAH2fVh1kIl+ZSB1aZ115u7kDkm2++Oe77VDUnve/vSMArPf7evFPrhQTMUpfhWLyn/Dveut2pwX/nfbwNHDjwqJkkTrROd5aE99AUb9LDP2vWsQs1SsAvtQDqitlqw/1zKyqnS9o/VrwPHFyDPMRgfNa56nkbC8WEXfAfDBon7UHL/03FihYuzGobgS0F+WpMotWrDsfS/21DQXYJOp7eWDWKSdaMWzBelBKFswZN9U6Cwug0ZGTpPa8Gl9OvAbkEdjItrhu/93VDPmcJRoPx85aG36SoT5BdNBK5xdsQEybBf62P+VfVnKg+4lU7nfBAZHDpAbilrABOR1FQHuyp9vmeXJJjLMDcx9X9KfaLkYsYz7zX5H/1Lfi32SJhctmRXmZH0Wa919/WvDmMXp/D9tWHsXbhPhTllqlMoMq/z55/orqUmKofl+zWWLQ9pJ8fDJoTJj8G/77fc/b81+35KBivB2WbUov1GYDKivPY838MGdl6Z5vZXlDj96LQwuCfTnggcve+O+z5yCoqDsqDPdU+Obm0TDSgQ0MjrCagr30hUHQYB60Z+NA5xLOclT3/dcL7e+fPYn/BwhahBw+tS+ywJacg/tJLEHvWWZWWcU/1FxVvPSr1n8E/Ud2y2EywWvRssYwoPWPQoLlg9nPPvzden9QNd32tuqy3dLLk2L/qoN4pUWIvC8uCf7Ux5r9R/lqcMf829F9Uub4WhT9etdNx6QcYvaBbiUtDmabx5FqP/vZLbozBmltj0CLRiAauw+r5Ra3GweE1YojBf92obz3/pa4GWNvuamxOOhs/2mOQ/vjjaHj7bZ7XNZfmCf4jY61q1oxu3bp5XmfwT1T3Mgcm4r+/Poy21m2enn9/p/17Y89/3ZCpiCXbSmZ3CcZzZYFFr5XUIDY1LAv+1cZ+XowIGDUXTK7K66HwxzH/dFxS1d9dFCQyKgbGUqb91xdycrE75W9vUNX+13ebgNSWUbAfTAdWrPYs589iTlR/g3+nIRr7U0+BMz8aLtPRF2+lRQ641P4JRMXqn41cjK5atUrdZ/BPVPcyOidi7rrfkHxWl4qefz/OTOL7Pef1Sd2QYstyC0ZqzH9CC3U/KjIVkZF6I3EoqMsx//kZnXDE2hVREfugzylF9QWv2unEByKDfoHtMsXBZo7gybWekJNLWflUuRYTEBcfD2T0RePEyinnNmkZIL+rb8G/NVVPJzVGGpBYWAatrPIFXGGenl5sizbDVL4Peo/7T0xMrNPtJSIgOjIS7a0RyNujH6PY80+BPFdq0GeoChV1OeY/q8kZ2Nb8fKxJu7HG70WhhVftdBIHIq+5QMG0//pCTi4yxZ9Ii9GnIhRNEvUpdMR5XdKQEMn9oS7UtzH/pmblVf0tRmS88Bo2nz206vH+cRU9fzIV5sSJE9G3b1+MGzeubjeYiBBhjcTzPS7ElpzeGPDrvei0fGKdBv+8PiHvbJAU84aQDf79PeZfKyqu8XtQaGLwT8elDjDOrEpT/bFlvX6Qv3PzRP0QMfP/ohAbrQf9qfERaJwQiV7NEjH54s7qMflffev5L3XqLU9lDv1CztZCT+N0K853B/+VL/YfeughLF68WDUAEFHdioqJxfrON2FriwvRqHsuViRvqtO0f16fkJwrM236VMyZ1vkhFfzX5Zh/+DQuUP3BMf90wjH/pUYHbFLx32CA0WyCwcC5QesDOblsPeJSxf5eW1qG0eOT9OdNRiy8b1CgN6/eqW/Bv0XTL3zyysqnlGzXrtLrbXqnIrNzMhxl5ekpRBRwUTERQNEhIKoh3t2QglfWb8FVfdjzT3VHGoTyywPn9YeN6BZCwX9djvl3FRUC/LrUS+z5pxMeiHJy7SrwV48tbC+qT3/7kV8V464fSjButr3SRZZM/1hc5oTTVTEkhPyrvgX/1iOH1M8Ip37BE9Gu7dHLRJiP6vknosAqLdijfsb2+Dc6thrp155/Bv/kS/aBBTv1a9bP15lCque/Lsf8N927AEnZa9Fl9Ws1fi8KLYzk6LiMRiMiLbGex/6cr5eCi5xcluxxqpsUT/PO+Cgsc6LThB/U/fUThyFCKgKSXzVsqM+b7T3HcjgzWfXTk2bUf9raVu75J6LglFe4H+6j1eDWg1Bs2e23dTHtn6raJ1KSOqj7aQ06hWXwXxsNak1jXWi0+tUavw+FHvb803FJwJefV4j7J9yD3gO6oH37dmjatCmGDx+OOXPmnNR7vPvuu0hISDjq+TPOOEO9v/uWkpKCyy67DDt27EBd2b59u1q3e3owqvoiKja2ogFIvPfbds99TvVXNwYMGIDbb78do0aNUrdw1ygjGqctHI9ey5+WnRG25pmVXv/9v1vx8wfrcGhXfsC2kYiOllV60HM/wejfgJw9/+RL9oFnvxmLWSs+xMcLng3Lgn+18Z0ylxdxpvqHV+10wuD43IvOwcLfFmDCAxMxb948zJo1C2eeeSbGjBlT4/e/8cYbsW/fPuzduxfffvstdu3ahauuuqpWtp1qxvvk4q7071bqngZAZYewBkRdZeG8+OKL+PDDDxEv0y6GObPNAqu9AGZnCWwtW8Lgc1G/ddUhrF24DyX5LFpEFEwOunIqHricdVbwTxrypU4R1W+yTxzO24uZS6ehsCQvbAr+1faY/9RHJyCiY0c0nvJcjd+LQguD/wBzFRUd+1ZaevLLlpSccNnquPXWW9V4/++/nYshgwahffv26Nixo5pGSypqiylTpqBz585qHLJkBcjvFBQUqNeksWD06NHIzc319PA/+uijlaYskxTmtLQ0nHLKKRg7dixWrFhRaRvmz5+PPn36qAO6LHffffdVOgiWlpaqHtFGjRqpg/xpp52GpUuXel4/cuSI6imVtOnIyEi0bt0a06ZNU681b95c/ezevbvaNslGoBMH/w1j2LtC/mXw2v8Sr7j8qNfd1f4jOeafKKhkmwo9913myDrr+WevP1W1H4RS8F+XY/6tTZui+VdfIu7cc2v8XhRaOOY/wDb06HnM16IHno6MN97wPN7Y/zRoxVXPyxnVuzeaffC+5/HmwUPgPHKk0jLt16/7W9uWnZ2tevnvuXs8oqOiUVRaUOmg6k7llx7Jl156SQXSW7duVcH/vffei9deew2nnnoqXnjhBTzyyCPYsGGDWj4mJuaY6/v8888rTdG1Z88enHvuubjuuuvw/vvvY/369SpbQA7m7kYEWddXX32F9957D82aNcPTTz+NoUOHYvPmzUhKSsLDDz+MtWvX4vvvv0dycrJ6vrj8c1yyZIlqWPjpp59UowYvHk4u7b93c73yP5G/lJQCG1pfDoOmof3IkZVeczpdKC7QL4RY8I8ouETERGD3tnlo0vwMaGX5dVbwj+P9yTcbRK5P/bn/hfKYf6q/uPfQMUmQLFXdpbdf2CyRVbag3nnnnZ77mZmZePzxx3HzzTer4F+CaUlRll7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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Список моделей и их названий\n", + "models = {\n", + " \"KNN\": knn_best,\n", + " \"Decision Tree\": dt_best,\n", + " \"Random Forest\": rf_best,\n", + " \"CatBoost\": cat_best,\n", + " \"MLP\": mlp_best\n", + "}\n", + "\n", + "# Создаем DataFrame для предсказанных значений\n", + "predictions_df = pd.DataFrame({\"Actual\": y_test})\n", + "\n", + "# Генерируем предсказания для каждой модели\n", + "for name, model in models.items():\n", + " predictions_df[name] = model.predict(X_test)\n", + "\n", + "# Выводим первые 10 строк предсказаний\n", + "print(predictions_df.head(10))\n", + "\n", + "# Визуализация предсказаний\n", + "plt.figure(figsize=(12, 6))\n", + "plt.plot(predictions_df[\"Actual\"].values, label=\"Actual\", color=\"black\", linewidth=2)\n", + "\n", + "for name in models.keys():\n", + " plt.plot(predictions_df[name].values, label=name, linestyle=\"--\")\n", + "\n", + "plt.legend()\n", + "plt.title(\"Actual vs Predicted Values\")\n", + "plt.xlabel(\"Samples\")\n", + "plt.ylabel(\"Solar Energy Output\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Все модели сохранены в формате .pkl!\n" + ] + } + ], + "source": [ + "import pickle\n", + "\n", + "# Список моделей и их названий\n", + "models = {\n", + " \"KNN\": knn_best,\n", + " \"Decision_Tree\": dt_best,\n", + " \"Random_Forest\": rf_best,\n", + " \"CatBoost\": cat_best,\n", + " \"MLP\": mlp_best\n", + "}\n", + "\n", + "# Сохраняем каждую модель в файл .pkl\n", + "for name, model in models.items():\n", + " with open(f\"{name}.pkl\", \"wb\") as file:\n", + " pickle.dump(model, file)\n", + "\n", + "print(\"Все модели сохранены в формате .pkl!\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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637 rows × 8 columns

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" + ], + "text/plain": [ + " Cloud coverage Visibility Temperature Dew point Relative humidity \\\n", + "0 0.10 9.45 3.11 0.32 79.46 \n", + "1 0.80 3.94 6.99 6.22 93.60 \n", + "2 0.87 8.70 1.62 0.02 85.00 \n", + "3 0.37 10.00 -2.47 -5.89 74.52 \n", + "4 0.52 9.21 -2.00 -4.15 82.03 \n", + ".. ... ... ... ... ... \n", + "632 0.23 10.00 5.87 2.89 82.33 \n", + "633 0.01 10.00 10.59 5.32 72.74 \n", + "634 0.89 10.00 5.79 0.04 67.37 \n", + "635 0.99 9.67 3.43 -0.11 77.87 \n", + "636 0.58 10.00 4.96 -0.90 67.58 \n", + "\n", + " Wind speed Station pressure Solar energy \n", + "0 4.70 29.23 20256 \n", + "1 13.29 28.91 1761 \n", + "2 16.73 29.03 2775 \n", + "3 9.46 29.46 28695 \n", + "4 5.92 29.55 9517 \n", + ".. ... ... ... \n", + "632 5.56 29.04 13737 \n", + "633 9.61 28.97 27465 \n", + "634 13.62 29.08 15797 \n", + "635 9.67 29.15 6400 \n", + "636 5.53 29.07 8537 \n", + "\n", + "[637 rows x 8 columns]" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/.ipynb_checkpoints/удалить-checkpoint.ipynb b/.ipynb_checkpoints/удалить-checkpoint.ipynb new file mode 100644 index 0000000..3b04d9e --- /dev/null +++ b/.ipynb_checkpoints/удалить-checkpoint.ipynb @@ -0,0 +1,2817 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа 1\n", + "import pandas as pd\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.read_excel(r\"C:\\Users\\Cyber\\Downloads\\daily-weather-dataset_chronological-order.xlsx\", sheet_name=\"daily\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy(Inverters)
6322017-10-250.2310.005.872.8982.335.5629.0429.8313737NaN
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" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "632 2017-10-25 0.23 10.00 5.87 2.89 \n", + "633 2017-10-26 0.01 10.00 10.59 5.32 \n", + "634 2017-10-27 0.89 10.00 5.79 0.04 \n", + "635 2017-10-28 0.99 9.67 3.43 -0.11 \n", + "636 2017-10-29 0.58 10.00 4.96 -0.90 \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "632 82.33 5.56 29.04 29.83 13737 \n", + "633 72.74 9.61 28.97 29.76 27465 \n", + "634 67.37 13.62 29.08 29.87 15797 \n", + "635 77.87 9.67 29.15 29.94 6400 \n", + "636 67.58 5.53 29.07 29.86 8537 \n", + "\n", + " (Inverters) \n", + "632 NaN \n", + "633 NaN \n", + "634 NaN \n", + "635 NaN \n", + "636 NaN " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy(Inverters)
02016-02-010.109.453.110.3279.464.7029.2330.0220256NaN
12016-02-020.803.946.996.2293.6013.2928.9129.701761NaN
22016-02-030.878.701.620.0285.0016.7329.0329.822775NaN
32016-02-040.3710.00-2.47-5.8974.529.4629.4630.2628695NaN
42016-02-050.529.21-2.00-4.1582.035.9229.5530.359517NaN
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" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 2016-02-01 0.10 9.45 3.11 0.32 \n", + "1 2016-02-02 0.80 3.94 6.99 6.22 \n", + "2 2016-02-03 0.87 8.70 1.62 0.02 \n", + "3 2016-02-04 0.37 10.00 -2.47 -5.89 \n", + "4 2016-02-05 0.52 9.21 -2.00 -4.15 \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "0 79.46 4.70 29.23 30.02 20256 \n", + "1 93.60 13.29 28.91 29.70 1761 \n", + "2 85.00 16.73 29.03 29.82 2775 \n", + "3 74.52 9.46 29.46 30.26 28695 \n", + "4 82.03 5.92 29.55 30.35 9517 \n", + "\n", + " (Inverters) \n", + "0 NaN \n", + "1 NaN \n", + "2 NaN \n", + "3 NaN \n", + "4 NaN " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(637, 11)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape показывает размерность датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7007" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size показывает количество элементов в датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date 637\n", + "Cloud coverage 637\n", + "Visibility 637\n", + "Temperature 637\n", + "Dew point 637\n", + "Relative humidity 637\n", + "Wind speed 637\n", + "Station pressure 637\n", + "Altimeter 637\n", + "Solar energy 637\n", + "(Inverters) 0\n", + "dtype: int64" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 637 entries, 0 to 636\n", + "Data columns (total 11 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Date 637 non-null datetime64[ns]\n", + " 1 Cloud coverage 637 non-null float64 \n", + " 2 Visibility 637 non-null float64 \n", + " 3 Temperature 637 non-null float64 \n", + " 4 Dew point 637 non-null float64 \n", + " 5 Relative humidity 637 non-null float64 \n", + " 6 Wind speed 637 non-null float64 \n", + " 7 Station pressure 637 non-null float64 \n", + " 8 Altimeter 637 non-null float64 \n", + " 9 Solar energy 637 non-null int64 \n", + " 10 (Inverters) 0 non-null float64 \n", + "dtypes: datetime64[ns](1), float64(9), int64(1)\n", + "memory usage: 54.9 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date datetime64[ns]\n", + "Cloud coverage float64\n", + "Visibility float64\n", + "Temperature float64\n", + "Dew point float64\n", + "Relative humidity float64\n", + "Wind speed float64\n", + "Station pressure float64\n", + "Altimeter float64\n", + "Solar energy int64\n", + "(Inverters) float64\n", + "dtype: object" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy(Inverters)
0FalseFalseFalseFalseFalseFalseFalseFalseFalseFalseTrue
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" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 False False False False False \n", + "1 False False False False False \n", + "2 False False False False False \n", + "3 False False False False False \n", + "4 False False False False False \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "0 False False False False False \n", + "1 False False False False False \n", + "2 False False False False False \n", + "3 False False False False False \n", + "4 False False False False False \n", + "\n", + " (Inverters) \n", + "0 True \n", + "1 True \n", + "2 True \n", + "3 True \n", + "4 True " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date 0\n", + "Cloud coverage 0\n", + "Visibility 0\n", + "Temperature 0\n", + "Dew point 0\n", + "Relative humidity 0\n", + "Wind speed 0\n", + "Station pressure 0\n", + "Altimeter 0\n", + "Solar energy 0\n", + "(Inverters) 637\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "637\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() # Подсчитаем сколько всего пропусков (во всех столбцах) в нашем датафрейме\n", + "print(proc) # Отобразим количество посчитанных пропусков" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "9.1%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(data)\n", + "# Функция для удаления выбросов по IQR\n", + "def remove_outliers(df, column):\n", + " Q1 = df[column].quantile(0.25)\n", + " Q3 = df[column].quantile(0.75)\n", + " IQR = Q3 - Q1\n", + " lower_bound = Q1 - 1.5 * IQR\n", + " upper_bound = Q3 + 1.5 * IQR\n", + " return df[(df[column] >= lower_bound) & (df[column] <= upper_bound)]\n", + "\n", + "# Удаляем выбросы из указанных столбцов\n", + "columns_to_clean = [\"Cloud coverage\"]\n", + "for col in columns_to_clean:\n", + " df = remove_outliers(df, col)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "df = df.dropna(axis=1, how='all')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy
02016-02-010.109.453.110.3279.464.7029.2330.0220256
12016-02-020.803.946.996.2293.6013.2928.9129.701761
22016-02-030.878.701.620.0285.0016.7329.0329.822775
32016-02-040.3710.00-2.47-5.8974.529.4629.4630.2628695
42016-02-050.529.21-2.00-4.1582.035.9229.5530.359517
.................................
6322017-10-250.2310.005.872.8982.335.5629.0429.8313737
6332017-10-260.0110.0010.595.3272.749.6128.9729.7627465
6342017-10-270.8910.005.790.0467.3713.6229.0829.8715797
6352017-10-280.999.673.43-0.1177.879.6729.1529.946400
6362017-10-290.5810.004.96-0.9067.585.5329.0729.868537
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637 rows × 10 columns

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" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 2016-02-01 0.10 9.45 3.11 0.32 \n", + "1 2016-02-02 0.80 3.94 6.99 6.22 \n", + "2 2016-02-03 0.87 8.70 1.62 0.02 \n", + "3 2016-02-04 0.37 10.00 -2.47 -5.89 \n", + "4 2016-02-05 0.52 9.21 -2.00 -4.15 \n", + ".. ... ... ... ... ... \n", + "632 2017-10-25 0.23 10.00 5.87 2.89 \n", + "633 2017-10-26 0.01 10.00 10.59 5.32 \n", + "634 2017-10-27 0.89 10.00 5.79 0.04 \n", + "635 2017-10-28 0.99 9.67 3.43 -0.11 \n", + "636 2017-10-29 0.58 10.00 4.96 -0.90 \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \n", + "0 79.46 4.70 29.23 30.02 20256 \n", + "1 93.60 13.29 28.91 29.70 1761 \n", + "2 85.00 16.73 29.03 29.82 2775 \n", + "3 74.52 9.46 29.46 30.26 28695 \n", + "4 82.03 5.92 29.55 30.35 9517 \n", + ".. ... ... ... ... ... \n", + "632 82.33 5.56 29.04 29.83 13737 \n", + "633 72.74 9.61 28.97 29.76 27465 \n", + "634 67.37 13.62 29.08 29.87 15797 \n", + "635 77.87 9.67 29.15 29.94 6400 \n", + "636 67.58 5.53 29.07 29.86 8537 \n", + "\n", + "[637 rows x 10 columns]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy
Month
12017-01-16 00:00:00.0000000000.6877427.6809680.146452-1.62838784.66516110.52838728.89096829.9958066997.387097
22016-08-12 13:03:09.4736842240.4236848.6605262.729649-1.01350973.32771911.01859628.31298230.00052618253.228070
32016-09-14 12:00:00.0000000000.5425819.0974197.2591942.61387171.47209711.13419428.80919430.05290320158.129032
42016-10-15 00:00:00.0000000000.3966679.20300013.0061676.92300066.40216710.91500028.44316729.97316722788.183333
52016-11-14 12:00:00.0000000000.4464529.30354816.79064510.73645268.3985489.84822628.84225829.93838725069.661290
62016-12-15 00:00:00.0000000000.2196679.82500023.39783315.83433362.5236678.04200028.80583329.96283327298.333333
72017-01-14 12:00:00.0000000000.2783879.30790323.75451620.10048477.9798395.84403229.00354830.01354825919.580645
82017-02-14 12:00:00.0000000000.3011299.26354822.40758119.08854878.0800005.18725828.92629030.03580626099.193548
92017-03-17 00:00:00.0000000000.2541679.38850020.63000015.53900071.8623336.07766728.92500030.06333326273.516667
102017-04-09 22:24:00.0000000000.4481679.26666715.29383310.98633375.5728338.21466729.10383330.06516717878.600000
112016-11-15 12:00:00.0000000000.3146679.0133338.1016675.13733378.2473338.32100028.96933330.11333315866.566667
122016-12-16 00:00:00.0000000000.4148398.570645-1.561613-4.19419466.08000010.14290324.26806530.1587109431.903226
\n", + "
" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature \\\n", + "Month \n", + "1 2017-01-16 00:00:00.000000000 0.687742 7.680968 0.146452 \n", + "2 2016-08-12 13:03:09.473684224 0.423684 8.660526 2.729649 \n", + "3 2016-09-14 12:00:00.000000000 0.542581 9.097419 7.259194 \n", + "4 2016-10-15 00:00:00.000000000 0.396667 9.203000 13.006167 \n", + "5 2016-11-14 12:00:00.000000000 0.446452 9.303548 16.790645 \n", + "6 2016-12-15 00:00:00.000000000 0.219667 9.825000 23.397833 \n", + "7 2017-01-14 12:00:00.000000000 0.278387 9.307903 23.754516 \n", + "8 2017-02-14 12:00:00.000000000 0.301129 9.263548 22.407581 \n", + "9 2017-03-17 00:00:00.000000000 0.254167 9.388500 20.630000 \n", + "10 2017-04-09 22:24:00.000000000 0.448167 9.266667 15.293833 \n", + "11 2016-11-15 12:00:00.000000000 0.314667 9.013333 8.101667 \n", + "12 2016-12-16 00:00:00.000000000 0.414839 8.570645 -1.561613 \n", + "\n", + " Dew point Relative humidity Wind speed Station pressure Altimeter \\\n", + "Month \n", + "1 -1.628387 84.665161 10.528387 28.890968 29.995806 \n", + "2 -1.013509 73.327719 11.018596 28.312982 30.000526 \n", + "3 2.613871 71.472097 11.134194 28.809194 30.052903 \n", + "4 6.923000 66.402167 10.915000 28.443167 29.973167 \n", + "5 10.736452 68.398548 9.848226 28.842258 29.938387 \n", + "6 15.834333 62.523667 8.042000 28.805833 29.962833 \n", + "7 20.100484 77.979839 5.844032 29.003548 30.013548 \n", + "8 19.088548 78.080000 5.187258 28.926290 30.035806 \n", + "9 15.539000 71.862333 6.077667 28.925000 30.063333 \n", + "10 10.986333 75.572833 8.214667 29.103833 30.065167 \n", + "11 5.137333 78.247333 8.321000 28.969333 30.113333 \n", + "12 -4.194194 66.080000 10.142903 24.268065 30.158710 \n", + "\n", + " Solar energy \n", + "Month \n", + "1 6997.387097 \n", + "2 18253.228070 \n", + "3 20158.129032 \n", + "4 22788.183333 \n", + "5 25069.661290 \n", + "6 27298.333333 \n", + "7 25919.580645 \n", + "8 26099.193548 \n", + "9 26273.516667 \n", + "10 17878.600000 \n", + "11 15866.566667 \n", + "12 9431.903226 " + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#3 Для прогнозирования солнечной генерации применена группировка по месяцу и времени года – чтобы учитывать сезонность выработки.\n", + "df[\"Date\"] = pd.to_datetime(df[\"Date\"]) # Преобразуем столбец 'Date' в формат datetime\n", + "df[\"Month\"] = df[\"Date\"].dt.month # Добавляем столбец 'Month' для группировки по месяцам\n", + "df_monthly = df.groupby(\"Month\").mean() # Группируем по месяцу и вычисляем средние значения\n", + "df_monthly" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "#5\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.1 \n", + "# Выбираем числовые столбцы, исключая \"Month\"\n", + "numeric_features = df.select_dtypes(include=[\"number\"]).columns\n", + "numeric_features = numeric_features.drop(\"Month\") # Убираем \"Month\"\n", + "\n", + "# Строим графики для всех числовых признаков (кроме \"Month\")\n", + "for col in numeric_features:\n", + " plt.figure(figsize=(14, 4))\n", + "\n", + " # График плотности (KDE)\n", + " plt.subplot(121)\n", + " sns.kdeplot(data=df, x=col)\n", + " plt.title(f\"Распределение: {col}\")\n", + "\n", + " # Boxplot (ящик с усами)\n", + " plt.subplot(122)\n", + " sns.boxplot(data=df, x=col)\n", + " plt.title(f\"Boxplot: {col}\")\n", + "\n", + " plt.show()\n", + "\n", + "#plt.figure(figsize=(8, 5))\n", + "#sns.histplot(df['Visibility'], bins=20, kde=True)\n", + "#plt.title(\"Гистограмма распределения параметра видимости\")\n", + "#plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.3. Матрица корреляции\n", + "# Позволяет увидеть, как связаны между собой числовые переменные и для поиска зависимостей между погодными параметрами\n", + "# Чем ближе значение к 1 или -1, тем сильнее положительная или отрицательная корреляция\n", + "plt.figure(figsize=(8, 5))\n", + "sns.heatmap(df_monthly.corr(), annot=True, cmap='coolwarm', fmt=\".2f\")\n", + "plt.title(\"Матрица корреляции погодных параметров\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.4. Диаграмма рассеяния облачности и солнечной энергии\n", + "# Показывает взаимосвязь между облачностью и уровнем солнечной энергии.\n", + "plt.figure(figsize=(8, 5))\n", + "sns.scatterplot(x=df['Cloud coverage'], y=df['Solar energy'])\n", + "plt.title(\"Диаграмма рассеяния: Облачность vs Солнечная энергия\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.5. Среднее значение облачности по месяцам\n", + "#Позволяет проанализировать сезонные тренды облачности.\n", + "#Позволяет быстро увидеть, в какие месяцы облачность выше или ниже.\n", + "plt.figure(figsize=(8, 5))\n", + "sns.barplot(x=df['Month'], y=df['Cloud coverage'], estimator=sum)\n", + "plt.title(\"Среднее значение облачности по месяцам\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Оставляем только числовые признаки\n", + "numeric_features = df.select_dtypes(include=[\"number\"])\n", + "\n", + "# Удаляем признаки с дисперсией ниже 0.01\n", + "selector = VarianceThreshold(threshold=0.01)\n", + "df_var = selector.fit_transform(numeric_features)\n", + "\n", + "# Получаем оставшиеся названия признаков\n", + "selected_features = numeric_features.columns[selector.get_support()]\n", + "df_selected = df[selected_features]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки: Index(['Cloud coverage', 'Visibility', 'Temperature', 'Relative humidity',\n", + " 'Wind speed'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_regression\n", + "\n", + "# Убираем столбец с датами и выбираем только числовые признаки\n", + "X = df.select_dtypes(include=[\"number\"]).drop(columns=[\"Solar energy\"]) \n", + "y = df[\"Solar energy\"] # Целевая переменная\n", + "\n", + "# Отбор 5 лучших признаков\n", + "selector = SelectKBest(score_func=f_regression, k=5)\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим выбранные признаки\n", + "selected_features = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_features)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Новые лучшие признаки: Index(['Cloud coverage', 'Temperature', 'Dew point', 'Station pressure',\n", + " 'Altimeter'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LinearRegression\n", + "\n", + "model = LinearRegression()\n", + "rfe = RFE(model, n_features_to_select=5)\n", + "X_rfe = rfe.fit_transform(X, y)\n", + "\n", + "selected_features = X.columns[rfe.support_]\n", + "print(\"Новые лучшие признаки:\", selected_features)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "DataFrame с добавленным признаком 'Temp_Cloud':\n" + ] + }, + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energyMonthTemp_Cloud
02016-02-010.109.453.110.3279.464.7029.2330.022025620.3110
12016-02-020.803.946.996.2293.6013.2928.9129.70176125.5920
22016-02-030.878.701.620.0285.0016.7329.0329.82277521.4094
32016-02-040.3710.00-2.47-5.8974.529.4629.4630.26286952-0.9139
42016-02-050.529.21-2.00-4.1582.035.9229.5530.3595172-1.0400
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6322017-10-250.2310.005.872.8982.335.5629.0429.8313737101.3501
6332017-10-260.0110.0010.595.3272.749.6128.9729.7627465100.1059
6342017-10-270.8910.005.790.0467.3713.6229.0829.8715797105.1531
6352017-10-280.999.673.43-0.1177.879.6729.1529.946400103.3957
6362017-10-290.5810.004.96-0.9067.585.5329.0729.868537102.8768
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637 rows × 12 columns

\n", + "
" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 2016-02-01 0.10 9.45 3.11 0.32 \n", + "1 2016-02-02 0.80 3.94 6.99 6.22 \n", + "2 2016-02-03 0.87 8.70 1.62 0.02 \n", + "3 2016-02-04 0.37 10.00 -2.47 -5.89 \n", + "4 2016-02-05 0.52 9.21 -2.00 -4.15 \n", + ".. ... ... ... ... ... \n", + "632 2017-10-25 0.23 10.00 5.87 2.89 \n", + "633 2017-10-26 0.01 10.00 10.59 5.32 \n", + "634 2017-10-27 0.89 10.00 5.79 0.04 \n", + "635 2017-10-28 0.99 9.67 3.43 -0.11 \n", + "636 2017-10-29 0.58 10.00 4.96 -0.90 \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "0 79.46 4.70 29.23 30.02 20256 \n", + "1 93.60 13.29 28.91 29.70 1761 \n", + "2 85.00 16.73 29.03 29.82 2775 \n", + "3 74.52 9.46 29.46 30.26 28695 \n", + "4 82.03 5.92 29.55 30.35 9517 \n", + ".. ... ... ... ... ... \n", + "632 82.33 5.56 29.04 29.83 13737 \n", + "633 72.74 9.61 28.97 29.76 27465 \n", + "634 67.37 13.62 29.08 29.87 15797 \n", + "635 77.87 9.67 29.15 29.94 6400 \n", + "636 67.58 5.53 29.07 29.86 8537 \n", + "\n", + " Month Temp_Cloud \n", + "0 2 0.3110 \n", + "1 2 5.5920 \n", + "2 2 1.4094 \n", + "3 2 -0.9139 \n", + "4 2 -1.0400 \n", + ".. ... ... \n", + "632 10 1.3501 \n", + "633 10 0.1059 \n", + "634 10 5.1531 \n", + "635 10 3.3957 \n", + "636 10 2.8768 \n", + "\n", + "[637 rows x 12 columns]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"Temp_Cloud\"] = df[\"Temperature\"] * df[\"Cloud coverage\"]\n", + "print(\"\\nDataFrame с добавленным признаком 'Temp_Cloud':\")\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 7\n", + "plt.figure(figsize=(8, 5))\n", + "sns.histplot(df[\"Solar energy\"], bins=30, kde=True)\n", + "plt.title(\"Распределение целевой переменной (Solar Energy)\")\n", + "plt.xlabel(\"Solar Energy\")\n", + "plt.ylabel(\"Частота\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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PWnc9p+yW0fOk85O1nM5zz1p/faxz0S06/1dzHugoitx6KjUA0GkTOoIiKz1GQQJczXKuIwI0w3lOgb2+vr5vr7766gX7dPh5btnytfdWXyM72murrIYPXclBR0LoEHXP89PeWL0+uY0OyO7zps/znG7iL/R66jXR/AdZ6Xup55wbPVcNZDWI/+2337wCf+uaZqVD/HUYuwaV+nkvSFCbHWsVjqwrFVijRXQI/6XSee/6+6kNYznNd7/U3zOdR68NBFqvrL8n2X1edAUQHWGj1zen5SkvldW44vk62tCZ0++DZ+OHNoLpSil5HcEAAP6Ann8ACDIaJOvSYzqHVeetao+afqnWnrCs85E1UNdEYbr8lSZC02BSe7p1OTZNVpYfOs3g5ptvNq+vPXj65V/nI2uPp9XTp8twaWOABhtaTpMVapCrSbZ0RIAuT6d10fwGL730kulh9FzH22o00C/q+oVeh5trg4IOudfedM0voEN+NfGg9iZqQkRNHKfzefX8dFqEPldfJzca9GrQpsOFNVFhmzZtzCgJ7WXVRgnNraAJDfND8wPoEPTcekU1cNS51/369TPXRoMiDaq1R163axCb04gIDf71/b/xxhvN0nQ6RUCDMA1cdQ66Xh9rWTe9NrocpAZ8W7duNevEa6ONLmWo759nAsfsPm86NFyH+2vSPX0/9Bp75pcoCB0SrsO4s9L3W9/3vNAh4B988IGps7UMoH7O9HdEz1c/N56jY7IzevRo897pe6HLTer7oQ1oOrddPyNZ6TXWfVbyRg2KfUl76rWXXofM6/urn1n9fdaRHfoe6yigvNAgXJP+5bQ05KX+nunvuS75qLkldHSL/p5r4k/97OqyglYDjP6sw+31ut5www251k2v9YoVK7y2Wddcz1mXmtS/Nfr+aq//3/72N9P4oXWbM2eO+Xxm1+Bo0d8TbXwk8AcQsOxebgAA4BvWUmlbtmzJtZwu9afLm8XGxpqlupo3b26WRdMl5DyXkbOWaUtISDBLchUtWtRVvnx517333uv66aef8r3U31tvvWWW79Kl6/T1dbmy1NTUC56/fft2V8eOHc1Shbokmy4J9ve//921Zs0ar9e+2E2XAPP0z3/+0ywnp8uC6e26664zy6Pt3bvX7H/00UddLVq0MMv1ZZV1qT9LUlKSWYZPz6dkyZKuunXrmuX5fvvtt3wv9RcSEnLBsnvZvUe65N4LL7xgrrdepyuuuMLUZcyYMa709HRXTs6ePet69dVXzVJtWjd9ri5R17BhQ/N+Zl0K7eDBg66ePXu6ypYt6woPDzfnqJ+5rLIu9adLqFnP02UBdQnHPXv2mNf0fG8u9fNrudj773nsnK59dtfz2LFj5vNZrVo1c55ab11K8sUXXzTX2vO1c1riTT+jeh31+VWrVnXNnTvX/M7p0n7ZmThxojne+PHjL+nc8/p50vdaPw/W73GlSpXMOerfgovJaQm9i+2/2O+ZZePGjWb5Tv290XL16tVzvfzyy2af1k8fZ13+Mael/i72t8D6XOpSgnqtrc+9vlfLli0zx9Btub2Op4vtBwB/E6L/2N0AAQBwPu2Z115G7eHMb2+4J+1V1GHD2munPdHZ0d5CLadzqgE7aQ+49mJnzXmhdITI4MGDzWc1u1UJUHAtW7Y0N/2bAADBijn/AAAAPqT5FjxpwL98+XITfGalfTCafFOH4xP4AwAuJ+b8AwACks677dKlS67zb3UFgQoVKhRqvQDNn6E5A/Q+NTXVzG0PDw/3WkJQcwlofgHN1aA5BXJa7hG+ock7db4/AAQzhv0DAAJy2D/grzR5nQb1ukJCRESESTw4fvx4r2R+1rSV0qVLmwSaiYmJttYZAOB8BP8AAAAAADgcc/4BAAAAAHA4gn8AAAAAAByOhH8+kpmZKb/99puULFlSQkJC7K4OAAAAAMDhdBb/sWPHTILj0NDc+/YJ/n1EA/9KlSrZXQ0AAAAAQJDZt2+fVKxYMdcyBP8+oj3+1kUvVaqU3dUBAAAAADjc0aNHTSe0FY/mhuDfR6yh/hr4E/wDAAAAAArLpUw9J+EfAAAAAAAOR/APAAAAAIDDEfwDAAAAAOBwBP8AAAAAADgcwT8AAAAAAA5H8A8AAAAAgMMR/AMAAAAA4HAE/wAAAAAAOBzBPwAAAAAADkfwDwAAAACAwxH8AwAAAADgcAT/AAAAAAA4HME/AAAAAAAOR/APAAAAAIDDEfwDAAAAAOBwBP8AAAAAADic3wT/zz//vISEhMigQYPc2zIyMmTAgAFy5ZVXSokSJaRTp05y8OBBr+elpaVJ+/btpVixYlKuXDl56qmn5Ny5c15l1q1bJ9dff71ERERItWrV5I033rjg9WfOnCnXXHONREZGStOmTWXz5s2X8WwBAAAAACg8RcQPbNmyRV555RWpV6+e1/bBgwfLRx99JO+8845ER0fLwIEDpWPHjvL555+b/efPnzeBf/ny5WXTpk2yf/9+6datmxQtWlTGjx9vyqSkpJgy/fr1k0WLFsmaNWukT58+EhsbK23btjVlli5dKkOGDJE5c+aYwH/atGlm3969e02DAgDAt7RxVxtv7RQXF2cafAMJ1w0AAORXiMvlcomNjh8/bnrlZ82aJc8995w0aNDABN/p6ely1VVXyeLFi+Xee+81Zffs2SM1a9aU5ORkufHGG+Xjjz+Wv/zlL/Lbb79JTEyMKaMB/LBhw+T333+X8PBw87M2IHzzzTfu17z//vvlyJEjsmLFCvNYA/4bbrhBZsyYYR5nZmZKpUqV5NFHH5Wnn376ks7j6NGjpoFC612qVKnLcKUAwDm+//576du3r611SEpKkho1akgg4boBAID8xqG29/zrsH7tmW/durUJ/i1bt26Vs2fPmu2W6667zvQ4WMG/3tetW9cd+Cvtse/fv7/s3r1bGjZsaMp4HsMqY00vOHPmjHmt4cOHu/eHhoaa5+hzc3L69Glz87zoAIBLo3/LNYjMr9TUVElMTJSEhASJj4/Pdx2C6br54ppZdQAAAIHH1uB/yZIlsm3bNjPsP6sDBw6YnvvSpUt7bddAX/dZZTwDf2u/tS+3Mhqsnzp1Sg4fPmymD2RXRkca5GTChAkyZsyYPJ8zAEDMsHFf9B5rEBtMvdC+uG7Bds0AAIDNCf/27dsnjz/+uJmHH4hzB3WkgA6tsG56PgAAAAAA+CPbgn8dan/o0CEz379IkSLmtn79ennppZfMz9rzrkPydW6+J832rwn+lN5nzf5vPb5YGZ0PERUVJWXLlpWwsLBsy1jHyI6uHKDH8LwBAAAAAOCPbAv+W7VqJbt27ZIdO3a4b40bN5YuXbq4f9as/Zqd36LZ9zXLcbNmzcxjvddjaCOCZfXq1SYQr1WrlruM5zGsMtYxdGpBo0aNvMpowj99bJUBAAAAACCQ2Tbnv2TJklKnTh2vbcWLF5crr7zSvb13795mCb4yZcqYgF6z72tArsn+VJs2bUyQ37VrV5k4caKZ3z9ixAiTRFB75pUu8adZ/IcOHSq9evWStWvXyttvv21WALDoa3Tv3t00ODRp0sSsNnDixAnp2bNnoV4TAAAAAAAuB9uz/edm6tSpJvN+p06dTGZ9zdKvSwJadLj+smXLTHZ/bRTQxgMN4seOHesuU7lyZRPoDx48WKZPny4VK1aUuXPnmmNZOnfubJYGHDlypGlA0OUGdRnArEkAAQAAAAAIRCEul8tldyWCbX1FAM6SkZFhpiTZSZdfC8TkqQVd75415y8d1wwAgOCOQ/265x8AAoEG/hpU2YmADgAAALkh+AcAH/S6a/CdH6mpqZKYmCgJCQlm/fWC1AEAAADICcE/ABSQDrcvaK+7Bv703AMAAMBxS/0BAAAAAIDCQfAPAAAAAIDDEfwDAAAAAOBwBP8AAAAAADgcCf8AAIBjZWRkmOU47aSrcWhiUAAA7ETwDwAAHEsD/759+9paB10KlNU8AAB2I/gHAACOpb3uGnznV2pqqiQmJkpCQoJZkjO/dQAAwG4E/wAAwLF0uL0vet018Kf3HgAQyEj4BwAAAACAwxH8AwAAAADgcAT/AAAAAAA4HME/AAAAAAAOR/APAAAAAIDDEfwDAAAAAOBwLPUHwC0jI0PS0tJsrYOuh61LcwEAAADwHYJ/AG4a+Pft29fWOiQlJbGWNgAAAOBjBP8AvHrdNfjOr9TUVElMTJSEhASJj4/Pdx0AAAAA+BbBPwA3HW7vi153DfzpvQcAAAD8Bwn/AAAAAABwOIJ/AAAAAAAcjuAfAAAAAACHI/gHAAAAAMDhCP4BAAAAAHA4gn8AAAAAAByOpf4AAACAAsrIyJC0tDRb6xAXF2eW7QWA7BD8AwAAAAWkgX/fvn1trUNSUpLUqFHD1joA8F8E/wAAAIAPet01+M6v1NRUSUxMlISEBImPj893HQAgJwT/AAAAQAHpcHtf9Lpr4E/vPYDLgYR/AAAAAAA4HME/AAAAAAAOx7B/AAAAeCFzPQA4D8E/AAAAvJC5HgCch+AfAAAAPstc74us9VYdAAC+Q/APAAAAn2euJ2s9APgXEv4BAAAAAOBw9PwDAFCIDh48KOnp6YX+ujoU2/O+sEVHR0tMTIwtrw0AAAj+AQAo1MD/oa7d5OyZ07bVQedi26FoeIQsXPAmDQAAANiE4B8AgEKiPf4a+J+qcqtkRkZLsAjNSBf5eb05f4J/AADsQfAPAEAh08A/s3hZu6sBAACCiK0J/2bPni316tWTUqVKmVuzZs3k448/du9v2bKlhISEeN369et3wTq07du3l2LFikm5cuXkqaeeknPnznmVWbdunVx//fUSEREh1apVkzfeeOOCusycOVOuueYak922adOmsnnz5st45gAAAAAABEnwX7FiRXn++edl69at8tVXX8ntt98u99xzj+zevdtd5uGHH5b9+/e7bxMnTnTvO3/+vAn8z5w5I5s2bZL58+ebwH7kyJHuMikpKabMbbfdJjt27JBBgwZJnz59ZOXKle4yS5culSFDhsioUaNk27ZtUr9+fWnbtq0cOnSoEK8GAAAAAAAODP7vvvtuueuuu6R69epmHVhNQlSiRAn54osv3GW0R798+fLum44QsKxatUq+/fZbWbhwoTRo0EDatWsn48aNM7342iCg5syZI5UrV5bJkydLzZo1ZeDAgXLvvffK1KlT3ceZMmWKaWTo2bOn1KpVyzxHX3fevHmFfEUAAAAAAHBY8O9Je/GXLFkiJ06cMMP/LYsWLZKyZctKnTp1ZPjw4XLy5En3vuTkZKlbt65X8iDtsT969Kh79ICWad26tddraRndrrSRQEceeJYJDQ01j60y2Tl9+rR5Hc8bAAAAAAD+yPaEf7t27TLBfkZGhun1f++990zvu3rwwQclPj5eKlSoIDt37pRhw4bJ3r175d133zX7Dxw4cEHWYOux7sutjAbrp06dksOHD5uGh+zK7NmzJ8d6T5gwQcaMGeOjqwAAAAAAgIOD/2uvvdbMxdflf/7xj39I9+7dZf369aYBoG/fvu5y2sMfGxsrrVq1kp9++kmqVq1qa711FILmCbBoY0KlSpVsrRMAAAAAAH4Z/IeHh5sM/KpRo0ayZcsWmT59urzyyisXlNUs/OrHH380wb/mAMialf/gwYPmXvdZ99Y2zzKaOyAqKkrCwsLMLbsy1jGyoysH6A0AAAAAAH/nN3P+LZmZmWY+fXZ0hIDSEQBKpwvotAHPrPyrV682gb01dUDLrFmzxus4WsbKK6CND9ro4FlG66CPPXMPAAAAAAAQqGzt+deh85qhPy4uTo4dOyaLFy+WdevWmWX4dGi/PtbVAK688koz53/w4MHSokULqVevnnl+mzZtTJDftWtXswSgzu8fMWKEDBgwwN0r369fP5kxY4YMHTpUevXqJWvXrpW3335bPvroI3c9dPi+Tjdo3LixNGnSRKZNm2YSD2r2fwAAAAAAAp2twb/22Hfr1k32798v0dHRJqjXwP+OO+6Qffv2ySeffOIOxHU+fadOnUxwb9Hh+suWLZP+/fubXvrixYubIH7s2LHuMrrMnwb62nCg0wkqVqwoc+fONRn/LZ07d5bff/9dRo4caRoQdNnAFStWXJAEEAAAAACAQGRr8P/aa6/luE+DfU38dzG6GsDy5ctzLdOyZUvZvn17rmUGDhxobgAAAAAAOI3fzfkHAAAAAAC+RfAPAAAAAIDDEfwDAAAAAOBwBP8AAAAAADgcwT8AAAAAAA5H8A8AAAAAgMMR/AMAAAAA4HAE/wAAAAAAOBzBPwAAAAAADkfwDwAAAACAwxWxuwIA4A8OHjwo6enphf66qampXveFLTo6WmJiYmx5bQAAABQegn8AQU8D/4e6dpOzZ07bVofExERbXrdoeIQsXPAmDQAAAAAOR/APIOhpj78G/qeq3CqZkdESLEIz0kV+Xm/On+AfAADA2Qj+AeC/NPDPLF7W7moEFKZLAAAABAaCfwBAvjBdgukSAAAgcBD8AwDyhekSTJcAAACBg+AfAFAgTJcAAADwf6F2VwAAAAAAAFxe9PzDsTIyMiQtLc3WOsTFxUlkZKStdQAAAPBXfF8DCg/BPxxL/yPp27evrXVISkqSGjVq2FoHAHACVpYAnInva0DhIfiHY2krrv4xzw/9kqdZxBMSEiQ+Pr5AdQAAFAwrS7CyBJyL72tA4SH4h2Pp8K2CtuLqfyS0BAOAvVhZgpUl4Fx8XwMKD8E/AAAICKwsAQBA/pHtHwAAAAAAhyP4BwAAAADA4Rj2DwBAIQs9dUSCSbCdLwAA/ojgHwCAQhaVssHuKgAAgCBD8A8AQCE7VbmFZEaVlmDq+afBAwAAexH8AwBQyDTwJ2s9AAAoTCT8AwAAAADA4Qj+AQAAAABwOIb9AwAAAP918OBBSU9PL/TXTU1N9bovbNHR0RITE2PLawMoHAT/AAAAwH8D/4e6dpOzZ07bVofExERbXrdoeIQsXPAmDQCAgxH8AwAAACKmx18D/1NVbpXMyGgJFqEZ6SI/rzfnT/APOBfBPwAAAOBBA39W5ADgNCT8AwAAAADA4Qj+AQAAAABwOIb9Aw5EpmIAAAAAngj+AYchUzGZigEAAICsCP4BhyFTMZmKAQAAgKwI/gGHIlMxAAAAAAsJ/wAAAAAAcDhbe/5nz55tbr/88ot5XLt2bRk5cqS0a9fOPM7IyJAnnnhClixZIqdPn5a2bdvKrFmzvIb0pqWlSf/+/eXTTz+VEiVKSPfu3WXChAlSpMj/Tm3dunUyZMgQ2b17t1SqVElGjBghPXr08KrLzJkzZdKkSXLgwAGpX7++vPzyy9KkSZNCuxYAAAC+RPJXAIDfBP8VK1aU559/XqpXry4ul0vmz58v99xzj2zfvt00BAwePFg++ugjeeedd8wf8oEDB0rHjh3l888/N88/f/68tG/fXsqXLy+bNm2S/fv3S7du3aRo0aIyfvx4UyYlJcWU6devnyxatEjWrFkjffr0kdjYWNOYoJYuXWoaB+bMmSNNmzaVadOmmX179+6VcuXK2XmJAAAA8ozkryR/BQC/Cv7vvvvuC/6T0JEAX3zxhWkYeO2112Tx4sVy++23m/2vv/661KxZ0+y/8cYbZdWqVfLtt9/KJ598Yv7AN2jQQMaNGyfDhg2T0aNHS3h4uAnoK1euLJMnTzbH0Odv3LhRpk6d6g7+p0yZIg8//LD07NnTPNbnaKPDvHnz5Omnny706wIAAFAQJH8l+SsA+G3CP+3F1x7+EydOSLNmzWTr1q1y9uxZad26tbvMddddJ3FxcZKcnGyCf72vW7eu1x93Deh1GoAO8W/YsKEp43kMq8ygQYPMz2fOnDGvNXz4cPf+0NBQ8xx9bk50GoLeLEePHvXZtQAAAPAFkr8CAPwm4d+uXbvMXP2IiAgzNP+9996TWrVqmbn32nNfunRpr/Ia6Os+pfdZW3Wtxxcro8H6qVOn5I8//jAND9mVsY6RHc0roFMRrJvmEgAAAAAAwB/ZHvxfe+21smPHDvnyyy9Nj70m7NOh/P5ORwrokDLrtm/fPrurBAAAAACAfw771979atWqmZ8bNWokW7ZskenTp0vnzp3NkPwjR4549f5rAhtN8Kf0fvPmzV7H0/3WPuve2uZZplSpUhIVFSVhYWHmll0Z6xjZ0ZEKegMAAAAAwN/Z3vOfVWZmpplLrw0BmrVfs/NbNPu+Lu2nOQGU3uu0gUOHDrnLrF692gT2OnXAKuN5DKuMdQxtfNDX8iyjddDHVhkAAAAAAAJZEbuHzrdr184k8Tt27JjJ7L9u3TpZuXKlmUffu3dvswRfmTJlTED/6KOPmoBck/2pNm3amCC/a9euMnHiRDNHf8SIETJgwAB3r7zmEZgxY4YMHTpUevXqJWvXrpW3337bZPO36GvodIPGjRtLkyZNzFJ/mnjQyv4PAAAAAEAgszX41x77bt26yf79+02wX69ePRP433HHHWa/Lsenmfc7depkRgNolv5Zs2a5n6/D9ZctW2ZyBWijQPHixU0QP3bsWHcZXeZPA/3Bgweb6QS6hODcuXPdy/wpnWLw+++/y8iRI00Dgi4ZuGLFCpaIAQAAAAA4gq3B/2uvvZbr/sjISJk5c6a55SQ+Pl6WL1+e63Fatmwp27dvz7XMwIEDzQ0AAAAAAKfxuzn/AAAAAADAtwj+AQAAAABwOIJ/AAAAAAAcjuAfAAAAAACHI/gHAAAAAMDhCP4BAAAAAHA4gn8AAAAAAByO4B8AAAAAAIcj+AcAAAAAwOEI/gEAAAAAcDiCfwAAAAAAHI7gHwAAAAAAhyP4BwAAAADA4YrYXQEAAIBLEXrqiASTYDtfAMDlRfAPAAACQlTKBrurAABAwCL4BwAAAeFU5RaSGVVagqnnnwYPAICvEPwDAICAoIF/ZvGydlcDAICARMI/AAAAAAAcjuAfAAAAAACHI/gHAAAAAMDhmPMPAADgUMG2XKCvzpfrBsCJCP4BAAAcitUC8ofrBsCJCP4BAAAciuUR84frBsCJCP4BAAAciuUR84frBsCJSPgHAAAAAIDD0fMPAAAAAAEiIyND0tLSbK1DXFycREZG2loH5B3BPwAAAAAECA38+/bta2sdkpKSpEaNGrbWAXlH8A8AAAAAAUJ73TX4zq/U1FRJTEyUhIQEiY+Pz3cdEHgI/gEAAAAgQOhwe1/0umvgT+99cCH4BwAAAJBvBw8elPT09EJ/Xe3B9rwvbNHR0RITE2PLawP5QfAPAAAAIN+B/0Ndu8nZM6dtq4MOYbdD0fAIWbjgTRoAEDAI/gEABRJ66ogEk2A7XwDIjfb4a+B/qsqtkhkZLcEiNCNd5Of15vwJ/hEoCP4BAAUSlbLB7ioAAGymgX9m8bJ2VwNALgj+AQAFcqpyC8mMKi3B1PNPgwcAAAg0BP/waySQAfyfBv709gAAAPg3gn/4LRLIkEAGAAAAgG8Q/MNvkUCGBDIAAAAAfIPgH36PBDIAAAAAUDChBXw+AAAAAADwcwT/AAAAAAA4HME/AAAAAAAOR/APAAAAAIDD2Rr8T5gwQW644QYpWbKklCtXTjp06CB79+71KtOyZUsJCQnxuvXr18+rTFpamrRv316KFStmjvPUU0/JuXPnvMqsW7dOrr/+eomIiJBq1arJG2+8cUF9Zs6cKddcc41ERkZK06ZNZfPmzZfpzAEAAAAACJLgf/369TJgwAD54osvZPXq1XL27Flp06aNnDhxwqvcww8/LPv373ffJk6c6N53/vx5E/ifOXNGNm3aJPPnzzeB/ciRI91lUlJSTJnbbrtNduzYIYMGDZI+ffrIypUr3WWWLl0qQ4YMkVGjRsm2bdukfv360rZtWzl06FAhXQ0AAAAAABy41N+KFSu8HmvQrj33W7dulRYtWri3a49++fLlsz3GqlWr5Ntvv5VPPvnErIneoEEDGTdunAwbNkxGjx4t4eHhMmfOHKlcubJMnjzZPKdmzZqyceNGmTp1qgnw1ZQpU0wjQ8+ePc1jfc5HH30k8+bNk6effvoyXgUAAAAAAIJozn96erq5L1OmjNf2RYsWSdmyZaVOnToyfPhwOXnypHtfcnKy1K1b1wT+Fg3ojx49Krt373aXad26tdcxtYxuVzpqQBscPMuEhoaax1aZrE6fPm1ew/MGAAAAAIA/srXn31NmZqYZjt+8eXMT5FsefPBBiY+PlwoVKsjOnTtNj77mBXj33XfN/gMHDngF/sp6rPtyK6MB+6lTp+Tw4cNm+kB2Zfbs2ZNjvoIxY8b46OwBAAAAAAiC4F/n/n/zzTdmOL6nvn37un/WHv7Y2Fhp1aqV/PTTT1K1alWxi45A0BwBFm1IqFSpkm31AQAAAADAr4P/gQMHyrJly2TDhg1SsWLFXMtqFn71448/muBfcwFkzcp/8OBBc2/lCdB7a5tnmVKlSklUVJSEhYWZW3Zlcso1oKsG6A0AAAAAAH9n65x/l8tlAv/33ntP1q5da5LyXYxm61c6AkA1a9ZMdu3a5ZWVX1cO0MC+Vq1a7jJr1qzxOo6W0e1KkwI2atTIq4xOQ9DHVhkAAAAAAAJVEbuH+i9evFj+9a9/ScmSJd1z9KOjo02PvA7t1/133XWXXHnllWbO/+DBg81KAPXq1TNldWlADfK7du1qlgDUY4wYMcIc2+qZ79evn8yYMUOGDh0qvXr1Mg0Nb7/9tsnmb9Eh/N27d5fGjRtLkyZNZNq0aWbJQSv7PwAAAAAAgcrW4H/27NnmvmXLll7bX3/9denRo4fpkdcl/KxAXOfUd+rUyQT3Fh2ur1MG+vfvb3rpixcvboL4sWPHusvoiAIN9LXhYPr06WZqwdy5c93L/KnOnTvL77//LiNHjjQNCLpkoC5FmDUJIAAAAAAAjg/+NbDu3bu36X33xbD/3Giwv379+oseR1cDWL58ea5ltIFh+/btuZbRKQh6AwAAAAAgqOf8p6enS+vWraV69eoyfvx4+fXXXy9PzQAAAAAAgD3B//vvv28Cfh1mv3TpUrnmmmukXbt28o9//EPOnj3rm1oBAAAAAAB7s/1fddVVJkHe119/LV9++aVUq1bNJNyrUKGCmVf/ww8/+K6GAAAAAADAvoR/+/fvN0vm6U0T72lWfl12T7Pva+Z9bQgAgEAReuqIBJNgO18AAIBglufgX4f2f/DBByYj/6pVq8ySe4MGDZIHH3xQSpUqZcq89957Zkk9gn8AgSQqZYPdVQAAAAD8I/iPjY2VzMxMeeCBB2Tz5s1mSbysbrvtNildurSv6ggAheJU5RaSGVU6qHr+afAAAAAIDnkO/qdOnSr33XefREZG5lhGA/+UlJSC1g0ACpUG/pnFy9pdDQAAAMD+4F8T+wEAAABOFZqRLsEk2M4XCFZ5Dv47duyY7faQkBAzGkAz/+v8/2uvvdYX9QMAAAAKRXR0tBQNjxD5eb0EGz1vPX8AzpXn4F+T+r3//vtmaH+jRo3Mtm3btsmRI0ekTZs2snTpUnnhhRdkzZo10rx588tRZwAAAMDnYmJiZOGCNyU9vfB7wlNTUyUxMVESEhIkPj6+0F9fA389fwDOlefgv3z58qZnf8aMGRIaGmq2aQLAxx9/XEqWLClLliyRfv36ybBhw2Tjxo2Xo84AAADAZaEBsJ1BsAb+NWrUsO31ATjX/0XvefDaa6+Zpf2swN8cJDRUHn30UUlKSjLD/wcOHCjffPONr+sKAAAAAAAKI/g/d+6c7Nmz54Ltuu38+fPmZ537r40AAAAAAAAgQLP99+7dW5555hm54YYbzLYtW7bI+PHjpVu3bubx+vXrpXbt2r6vLQAAAAAAuPzB/9SpU808qIkTJ8rBgwfNNn08ePBgM89faeK/O++8M++1AQAAAIAgoLGUXcklPe8LG8klAyT41yH/ixcvlj59+phMpEePHnWvAOApLi7Ot7UEAAAAAAcF/g917SZnz5y2rQ66uoRdy0rqqho0APh58F+kSBGTyf+7777LNugHAAAAAOROe/w18D9V5VbJjIyWYBGakS7y83pz/gT/ATDsv0mTJrJ9+3Zb1h8FAAAAAKfQwD+zeFm7q4Egkefg/5FHHpEnnnhC/v3vf0ujRo2kePHiXvvr1avny/oBAAAAAIDCDv7vv/9+c//YY4+5t+myfi6Xy9xby/0BAAAAAIAADf5TUlIuT00AAADg+/m1QSTYzhcALmvwz1x/AAAA/6ZLaWlGbU2sFWz0vPX8AQAFDP7VggULZM6cOWYUQHJysmkQmDZtmlSuXFnuueee/BwSgI+FnjoiwSTYzhcAcqNZtHUpLbvWENclxHRZaDs6jVhDHAB8FPzPnj1bRo4cKYMGDTJ/2K05/qVLlzYNAAT/gH+IStlgdxUAADbSANjOIFgD/xo1atj2+gCAAgb/L7/8srz66qvSoUMHef75593bGzduLE8++WReDwfgMjlVuYVkRpWWYOr5p8EDAAAA8GHCv4YNG16wPSIiQk6cOJHXwwG4TDTwZ91YAAAAACo0r5dB5/Xv2LHjgu0rVqyQmjVrclUBAAAAAAj0nv8hQ4bIgAEDJCMjQ1wul2zevFneeustmTBhgsydO/fy1BIAAAAAABRe8N+nTx+JioqSESNGyMmTJ+XBBx+UChUqyPTp0+X+++/Pf00AAAAAAID/LPXXpUsXc9Pg//jx41KuXDnf1wwAAAAAANgX/FuKFStmbgAAAAAAwEEJ/w4ePChdu3Y1Q/2LFCkiYWFhXjcAAAAAABDgPf89evSQtLQ0efbZZyU2NlZCQkIuT80AAAAAAIA9wf/GjRvls88+kwYNGvimBgAAAAAAwL+C/0qVKpkl/gAAAApTaEa6BJNgO18AgJ8F/9OmTZOnn35aXnnlFbnmmmsuT60AAAD+Kzo6WoqGR4j8vF6CjZ63nj8AAIUe/Hfu3Nks8Ve1alWT6b9o0aJe+//8888CVwreMjIyTJ4FO8XFxUlkZKQtrx166ogEk2A7XwC4mJiYGFm44E1JTy/8nvDU1FRJTEyUhIQEiY+PL/TX18Bfzx8AAFt6/lG4NPDv27evrXVISkqSGjVq2PLaUSkbbHldAID/0ADYziBYA3+7/h8EAMCW4L979+4+eWHkrdddg287ey20DnY5VbmFZEaVlmDq+afBAwAAAICtwb/66aef5PXXXzf306dPl3LlysnHH39sAsTatWv7tIIQM9zeF70NgdproYF/ZvGydlcDAAAAAAJWaF6fsH79eqlbt658+eWX8u6778rx48fN9q+//lpGjRp1OeoIAAAAAAAKM/jXTP/PPfecrF69WsLDw93bb7/9dvniiy8KUhcAAAAAAOAPwf+uXbvkb3/72wXbdej/H3/8kadjTZgwQW644QYpWbKkeX6HDh1k7969F2S6HzBggFx55ZVSokQJ6dSpkxw8ePCChHjt27c3qw/ocZ566ik5d+6cV5l169bJ9ddfLxEREVKtWjV54403LqjPzJkzzfKFOsy+adOmsnnz5jydDwAAAAAAjgj+S5cuLfv3779g+/bt2+Xqq6/O8xQCDex1xICOJDh79qy0adNGTpw44S4zePBg+fDDD+Wdd94x5X/77Tfp2LGje//58+dN4H/mzBnZtGmTzJ8/3wT2I0eOdJdJSUkxZW677TbZsWOHDBo0SPr06SMrV650l1m6dKkMGTLETF3Ytm2b1K9fX9q2bSuHDh3K6yUCAAAAACCwg//7779fhg0bJgcOHJCQkBDJzMyUzz//XJ588knp1q1bno61YsUK6dGjh0kSqMG2Bu3ai79161azX9fzfe2112TKlClmWkGjRo1MokEN8q0pBqtWrZJvv/1WFi5cKA0aNJB27drJuHHjTC++NgioOXPmSOXKlWXy5MlSs2ZNGThwoNx7770ydepUd130NR5++GHp2bOn1KpVyzxHRxLMmzcvr5cIAAAAAIDADv7Hjx8v1113nVSqVMkk+9NAuUWLFnLTTTfJiBEjClQZDfZVmTJlzL02AuhogNatW7vL6GvrqgLJycnmsd5rAkLPtX+1x/7o0aOye/dudxnPY1hlrGNoI4G+lmeZ0NBQ89gqk9Xp06fNa3jeAAAAAABwxFJ/muTv1VdfNcPqdf6/NgA0bNhQqlevXqCK6AgCHY7fvHlzqVOnjtmmowv09XSqgScN9HWfVcYz8Lf2W/tyK6MB+6lTp+Tw4cNm+kB2Zfbs2ZNjvoIxY8YU6JwBAAAAAPDL4N+iPf968xWd+//NN9/Ixo0bJRAMHz7c5AiwaEOCL68HAAAAAAC2B/++pHPwly1bJhs2bJCKFSu6t5cvX94MyT9y5IhX779m+9d9VpmsWfmt1QA8y2RdIUAflypVSqKioiQsLMzcsitjHSMrXTVAbwAAAAAAOG7Ovy+5XC4T+L/33nuydu1ak5TPkyb4K1q0qKxZs8a9TZcC1KSAzZo1M4/1XqcfeGbl15UDNLDXfARWGc9jWGWsY+jUAn0tzzI6DUEfW2UAAAAAAAhUtvb861D/xYsXy7/+9S8pWbKke45+dHS06ZHX+969e5vh9ZoEUAP6Rx991ATkN954oymrSwNqkN+1a1eZOHGiOYYmHtRjWz3z/fr1kxkzZsjQoUOlV69epqHh7bfflo8++shdF32N7t27S+PGjaVJkyYybdo0s+SgZv8HAAAAACBogv9z586ZbP8aQHsOz8+v2bNnm/uWLVt6bdfl/HQJQKXL8Wnm/U6dOpkM+5qlf9asWe6yOlxfpwz079/fNAoUL17cBPFjx451l9ERBRroDx48WKZPn27qPnfuXHMsS+fOneX33383iQy1AUGXDdSlCLMmAQQAAAAAwNHBf5EiRWTSpEnSrVs3nw37v5jIyEiZOXOmueUkPj5eli9fnutxtIFh+/btuZbRKQh6AwAAAAAgqOf833777bJ+/frLUxsAAAAAAGD/nP927drJ008/bZLsaZI8HWbv6a9//asv6wcAAAAAAAo7+H/kkUfM/ZQpUy7YFxISIufPny9onQAAAAAAgJ3Bvy6BBwAAAAAAHDznHwAAAAAAOLznX504ccIk/UtLS5MzZ8547Xvsscd8VTcAAAAAAGBH8K/L5d11111y8uRJ0whQpkwZ+eOPP6RYsWJSrlw5gn8AAAAAAAJ92P/gwYPl7rvvlsOHD0tUVJR88cUXkpqaajL/v/jii5enlgAAAAAAoPCC/x07dsgTTzwhoaGhEhYWJqdPn5ZKlSrJxIkT5Zlnnsl/TQAAAAAAgH8E/0WLFjWBv9Jh/jrvX0VHR8u+fft8X0MAAAAAAFC4c/4bNmwoW7ZskerVq8utt94qI0eONHP+FyxYIHXq1ClYbQAAAAAAgP09/+PHj5fY2Fjzc2JiolxxxRXSv39/+f333yUpKcn3NQQAAAAAAIXb89+4cWP3zzrsf8WKFQWrAQAAAAAA8K+efwAAAAAA4MCef53nHxISckkH3LZtW0HrBAAAAAAACjv479Chgy9fEwAAAICDhJ46IsEk2M4XQRT8jxo16vLXBAAAAEBAikrZYHcVAPg64Z9l69at8t1335mfa9eubaYGAAAAAAg+pyq3kMyo0hJMPf80eMDxwf+hQ4fk/vvvl3Xr1knp0v/3C37kyBG57bbbZMmSJXLVVVddjnoCAAAA8FMa+GcWL2t3NQD4Mtv/o48+KseOHZPdu3fLn3/+aW7ffPONHD16VB577LG8Hg4AAAAAAPhbz/+KFSvkk08+kZo1a7q31apVS2bOnClt2rTxdf0AAAAAAEBh9/xnZmZK0aJFL9iu23QfAAAAAAAI8OD/9ttvl8cff1x+++0397Zff/1VBg8eLK1atfJ1/QAAAAAAQGEP+58xY4b89a9/lWuuuUYqVapktu3bt0/q1KkjCxcuLGh9AAAAAADwqYyMDElLS7O1DnFxcRIZGRk4wb8G/Nu2bTPz/vfs2WO26fz/1q1bX476AQD8XGhGugSTYDtfAACcIC0tTfr27WtrHZKSkqRGjRqBE/yrkJAQueOOO8wNABCcoqOjpWh4hMjP6yXY6Hnr+QMAgMAQFxdngu/8SE1NlcTERElISJD4+PgC1cFOlxz8Jycny3/+8x/5y1/+4t725ptvyqhRo+TEiRPSoUMHefnllyUiIuJy1RUA4EdiYmJk4YI3JT298HvCffWfcH5p4K/nDwBAQYSeOiLBxM7zjYyMLHCvu37nsLPnvtCC/7Fjx0rLli3dwf+uXbukd+/e0qNHDzPsf9KkSVKhQgUZPXr05awvAMCPaABsZxAc6P8JAwCCW1TKBrurgCByycH/jh07ZNy4ce7HS5YskaZNm8qrr77qzgWgowAI/gEAAADg4k5VbiGZUaUlmHr+afAIgOD/8OHDXr0769evl3bt2rkf33DDDSbrPwAAAADg4jTwzyxe1u5qIEiEXmpBDfxTUlLMz2fOnDEZ/2+88Ub3/mPHjknRokUvTy0BAAAAAMDlD/7vuusuefrpp+Wzzz6T4cOHS7FixeSWW25x79+5c6dUrVo1/zUBAAAAAAD2DvvX+f4dO3aUW2+9VUqUKCHz58+X8PBw9/558+ZJmzZtLk8tAQAAAADA5Q/+y5YtKxs2bDBLOmnwHxYW5rX/nXfeMdsBAACAYJORkSFpaWkFWsLU8z6/a4jrcmYAUKDg33Nt4+yUKVMmr4cCACAohWakSzAJtvNFcNLAv2/fvgU+TmJiYr6fm5SUxPKnAHwX/AMAgPzRBvSi4REiP6+XYKPnnVMHAuAE2uuuwbfddQCAnBD8AwBQSHTlnIUL3jRT6AqbDiXWHsWEhASJj48v9NfXwN9zyWDAaXS4Pb3uAPwZwT8AAIVIA2A7g2AN/AlQAAAIPpe81B8AAAAAAAhMBP8AAAAAADgcwT8AAAAAAA5H8A8AAAAAgMPZGvxv2LBB7r77bqlQoYKEhITI+++/77W/R48eZrvn7c477/Qq8+eff0qXLl2kVKlSUrp0aendu7ccP37cq8zOnTvllltuMVlYK1WqJBMnTrygLu+8845cd911pkzdunVl+fLll+msAQAAAAAIouD/xIkTUr9+fZk5c2aOZTTY379/v/v21ltvee3XwH/37t2yevVqWbZsmWlQ6Nu3r3v/0aNHpU2bNia78datW2XSpEkyevRor3VYN23aJA888IBpONi+fbt06NDB3L755pvLdOYAAAAAAATJUn/t2rUzt9xERERI+fLls9333XffyYoVK2TLli3SuHFjs+3ll1+Wu+66S1588UUzomDRokVy5swZmTdvnoSHh0vt2rVlx44dMmXKFHcjwfTp000jw1NPPWUejxs3zjQmzJgxQ+bMmePz8wYAAAAAoDD5/Zz/devWSbly5eTaa6+V/v37y3/+8x/3vuTkZDPU3wr8VevWrSU0NFS+/PJLd5kWLVqYwN/Stm1b2bt3rxw+fNhdRp/nScvo9pycPn3ajCrwvAEAAAAA4I/8OvjX3vg333xT1qxZIy+88IKsX7/ejBQ4f/682X/gwAHTMOCpSJEiUqZMGbPPKhMTE+NVxnp8sTLW/uxMmDBBoqOj3TfNJQAAAAAAgD+yddj/xdx///3unzUJX7169aRq1apmNECrVq1srdvw4cNlyJAh7sfa808DAAAAAADAH/l1z39WVapUkbJly8qPP/5oHmsugEOHDnmVOXfunFkBwMoToPcHDx70KmM9vliZnHINWLkIdIUBzxsAAAAAAP4ooIL/f//732bOf2xsrHncrFkzOXLkiMnib1m7dq1kZmZK06ZN3WV0BYCzZ8+6y2gyP80hcMUVV7jL6NQCT1pGtwMAAAAAEOhsHfZ//Phxdy++SklJMZn4dc6+3saMGSOdOnUyPfA//fSTDB06VKpVq2aS8amaNWuavAAPP/ywycqvAf7AgQPNdAHN9K8efPBBcxxdxm/YsGFm+T7N7j916lT36z7++ONy6623yuTJk6V9+/ayZMkS+eqrr7yWAwQAAAAA2EdHZ6enpxf666ampnrdFzbNMZc1R13ABf8aYN92223ux9Yc+u7du8vs2bNl586dMn/+fNO7r8F8mzZtzDJ8OuTeokv5acCvOQA0y782Frz00kteF2rVqlUyYMAAadSokZk2MHLkSPcyf+qmm26SxYsXy4gRI+SZZ56R6tWry/vvvy916tQptGsBAAAAAMg58H+oazc5e+a0bXVITEy05XWLhkfIwgVvFrgBwNbgv2XLluJyuXLcv3LlyoseQ0cIaOCeG00U+Nlnn+Va5r777jM3AAAAAIB/0R5/DfxPVblVMiOjJViEZqSL/LzenH9AB/8AAAAAAFwqDfwzi5e1uxoBKaAS/gEAAAAAgLwj+AcAAAAAwOEI/gEAAAAAcDiCfwAAAAAAHI7gHwAAAAAAhyP4BwAAAADA4Qj+AQAAAABwOIJ/AAAAAAAcjuAfAAAAAACHI/gHAAAAAMDhCP4BAAAAAHA4gn8AAAAAAByuiN0VAAAAAADgUoSeOiLBJNSH50vwDwAAAAAICFEpG+yuQsAi+AcAAAAABIRTlVtIZlRpCaae/ygfNXgQ/AMAAAAAAoIG/pnFy9pdjYBEwj8AAAAAAByO4B8AAAAAAIcj+AcAAAAAwOEI/gEAAAAAcDiCfwAAAAAAHI7gHwAAAAAAhyP4BwAAAADA4Qj+AQAAAABwOIJ/AAAAAAAcrojdFQAAfxGakS7BJNjOFwAAIJgR/AMIetHR0VI0PELk5/USbPS89fwBAADgbAT/AIJeTEyMLFzwpqSnF35PeGpqqiQmJkpCQoLEx8cX+utr4K/nDwCwz/nz52Xnzp3y559/SpkyZaRevXoSFhZmd7UAOAzBPwD8twHAziBYA/8aNWrY9voAAHts2LBBZs2aJQcOHHBvK1++vDzyyCPSokULW+sGwFlI+AcAAADYFPiPGjVKqlSpIjNnzpTly5ebe32s23U/APgKwT8AAABgw1B/7fFv1qyZPPfcc1K7dm0pVqyYudfHun327NmmHAD4AsE/AAAAUMh0jr8O9e/SpYuEhnp/JdfHun3//v2mHAD4AsE/AAAAUMg0uZ+qXLlytvut7VY5ACgogn8AAACgkGlWf5WSkpLtfmu7VQ4ACorgHwAAAChkupyfZvVftGiRZGZmeu3Tx7o9NjbWlAMAXyD4BwAAAApZWFiYWc4vOTlZRowYIbt375aTJ0+ae32s2/v372/KAYAvFPHJUQAAAADkSYsWLWTMmDEm6/+AAQPc27XHX7frfgDwFYJ/AAAAwCYa4Ddv3txk9dfkfjrHX4f60+MPwNcI/gEAAOAlIyND0tLS8vXc1NRUr/v8iouLk8jISAkGGug3bNjQ7moAcDiCfwAAAHjRwL9v374FOkZiYmKBnp+UlCQ1atQo0DEAAP9D8F+IDh48KOnp6YX+ur5qgc+v6OhoiYmJseW1AQBA/nrdNfi2uw4AAIcE/xs2bJBJkybJ1q1bZf/+/fLee+9Jhw4d3PtdLpeMGjVKXn31VTly5IiZDzV79mypXr26u4zOjXr00Uflww8/lNDQUOnUqZNMnz5dSpQo4S6jc6g0icqWLVvkqquuMuWHDh3qVZd33nlHnn32Wfnll1/M8V944QW56667fBr4P9S1m5w9c1rsUtAW+PwqGh4hCxe8SQMAAAABQofb0+sOAM5ia/B/4sQJqV+/vvTq1Us6dux4wf6JEyfKSy+9JPPnz5fKlSub4Lxt27by7bffuueAdenSxTQcrF69Ws6ePSs9e/Y0w9QWL15s9h89elTatGkjrVu3ljlz5siuXbvM65UuXdo9nG3Tpk3ywAMPyIQJE+Qvf/mLea42Qmzbtk3q1Knjk3PVHn8N/E9VuVUyI6MlWIRmpIv8vN6cP8E/AAAAAARh8N+uXTtzy472+k+bNs2sc3rPPfeYbW+++X+9x++//77cf//98t1338mKFStMj37jxo1NmZdfftn02L/44otSoUIFWbRokZw5c0bmzZsn4eHhUrt2bdmxY4dMmTLFHfzrSIE777xTnnrqKfN43LhxpjFhxowZpsHAlzTwzyxe1qfHBAAAAAAgN6Hip1JSUuTAgQOmx95z7njTpk0lOTnZPNZ77cG3An+l5XX4/5dffukuo0uoaOBv0dEDe/fulcOHD7vLeL6OVcZ6neycPn3ajCrwvAEAAAAA4I/8NvjXwF9lHSquj619el+uXDmv/UWKFDHro3qWye4Ynq+RUxlrf3Z0ioA2Rli3SpUqFeBsAQAAEKzOnz8v27dvlzVr1ph7fQwAvka2/3waPny4DBkyxP1Ye/5pAAAAAEBeE2DPmjXLq9OpfPny8sgjj5jRqwDg+J5//aNnZcn3pI+tfXp/6NAhr/3nzp0zKwB4lsnuGJ6vkVMZa392IiIipFSpUl43AAAAIC+Bv65sVaVKFZk5c6YsX77c3Otj3a77AcDxwb9m99fgW4c/efau61z+Zs2amcd6r0sA6lKBlrVr10pmZqbJDWCV0T+cuhKARZP5XXvttXLFFVe4y3i+jlXGeh0AAADAl3Rov/b46/fN5557ziSlLlasmLnXx7pdl7hmCgAARwT/x48fN5n39WYl+dOf09LSJCQkRAYNGmT++H3wwQdmib5u3bqZDP66DJ+qWbOmydL/8MMPy+bNm+Xzzz+XgQMHmpUAtJx68MEHTbK/3r17y+7du2Xp0qUmu7/nkP3HH3/crBowefJk2bNnj4wePVq++uorcywAAADA13bu3GmG+uuy1Zqs2pM+tpaz1nIAEPBz/jXAvu2229yPrYC8e/fu8sYbb8jQoUPlxIkTZkk+7eG/+eabTZAeGRnpfo4u5adBeqtWrcwfyk6dOslLL73k3q/J+FatWiUDBgyQRo0aSdmyZWXkyJHuZf7UTTfdJIsXLzbLCj7zzDNSvXp1s5xgnTp1Cu1aAAAAIHjoNFVrtGt2rO1WOQAI6OC/ZcuW4nK5ctyvvf9jx441t5xoZn8N3HNTr149+eyzz3Itc99995kbAAAAcLnpd1hr5KsO9c9Kt3uWAwDHzvkHAAAAnEo7pzS/lY5i1XxVnvSxbo+NjTXlAMAXCP4BAACAQhYWFmaW80tOTjZTTzU31cmTJ829Ptbt/fv3N+UAIOCH/QMAAADBqkWLFjJmzBiT9V/zU1m0x1+36/5AEZqRLsEk2M4XzkDwDwAAANgoaw6srNMA/Jkm1y4aHiHy83oJNnreev5AoCD4BwAAAGywYcMGGTVqlDRr1sysRqUZ/jXRn8731+2B0PsfExMjCxe8Kenphd8TnpqaKomJiZKQkCDx8fGF/voa+Ov5A4GC4B8AAAAoZOfPnzfD/TXw1yD/m2++MfP8Nbu/Ptbgf/bs2dK8eXO/n/evAbCdQbAG/jVq1LDt9YFAQfAPAAAAFLKdO3fKgQMH5O6775auXbuany26CoBu37RpkynXsGFDW+sKwBkI/gEAAIBC9ueff5r7uXPnmt7/Z5991mvYv273LAdnCrbEgcF2vv6G4B8AAAAoZKVLlzb3derUkeeee05CQ/9vBe7atWubx48//rjs2rXLXQ7OQqJEEiXageAfAAAAAAoRiRJJlGgHgn8AAACgkB05csTca+/+iBEjpEuXLl7D/nW7Zzk4D4kSUdgI/gGHCrY5VcF2vgCAwKZZ/dXDDz8sH374oQwYMMC9LzY2Vvr06WPm/VvlAKCgCP7h94ItqCvo+TKHjDlkAAD/V69ePZPVf/fu3bJgwQKz1J8m99NgX/MA6FJ/2gig5QDAFwj+4bcIYvMXxDKHjDlkAAD/FxYWJo888ogJ8vWmw/41678O+9fHycnJMmbMGFMOAHyB4B9+iyA2/0Esc8gAAPB/LVq0MAH+rFmzLhj2r9t1PwD4CsE//BpBLAAAcDIN8Js3by47d+50D/vXof70+APwNYJ/AAAAwEYa6Dds2NDuagBwuFC7KwAAAAAAAC4vev4BAAAAG50/f55h/wAuO4J/AAAAwCYbNmwwCf8OHDjg3qZLAOpKACT8A+BLDPsHAAAAbAr8dVm/KlWqyMyZM2X58uXmXh/rdt0PAL5C8A8AAADYMNRfe/ybNWsmzz33nNSuXVuKFStm7vWxbp89e7YpBwC+QPAPAAAAFDKd469D/bt06SKhod5fyfWxbt+/f78pBwC+wJx/AAACREZGhqSlpeXruampqV73+RUXFyeRkZEFOgYAMcn9VOXKlbPdb223ygFAQRH8AwAQIDTw79u3b4GOkZiYWKDnJyUlSY0aNQp0DABisvqrlJQUM9Q/K93uWQ4ACorgHwCAAKG97hp8210HAAWny/lpVv9FixaZOf6eQ/8zMzPN9tjYWFMOAHyB4B8AgAChw+3pdQecISwszCznp1n9R4wYYeb461B/7fHXwD85OVnGjBljygGALxD8AwAAADZo0aKFCfA16/+AAQPc27XHX7frfgDwFYJ/AAAAwCYa4Ddv3txk9dfkfjrHX4f60+MPwNcI/gEAAAAbaaDfsGFDu6sBwOG8FxUFAAAAAACOQ/APAAAAAIDDEfwDAAAAAOBwBP8AAAAAADgcwT8AAAAAAA5H8A8AAAAAgMMR/AMAAAAA4HAE/wAAAAAAOBzBPwAAAAAADkfwDwAAAACAwxH8AwAAAADgcEXsrgAAAMDlkpGRIWlpafl+fmpqqtd9fsTFxUlkZGS+nw8AgOOD/9GjR8uYMWO8tl177bWyZ88e93/oTzzxhCxZskROnz4tbdu2lVmzZklMTIy7vP6H379/f/n000+lRIkS0r17d5kwYYIUKfK/U1+3bp0MGTJEdu/eLZUqVZIRI0ZIjx49CvFMAQDA5aDfA/r27Vvg4yQmJub7uUlJSVKjRo0C1wEAAMcG/6p27dryySefuB97Bu2DBw+Wjz76SN555x2Jjo6WgQMHSseOHeXzzz83+8+fPy/t27eX8uXLy6ZNm2T//v3SrVs3KVq0qIwfP96USUlJMWX69esnixYtkjVr1kifPn0kNjbWNCYAAIDApb3uGnzbXQcAAOzm98G/BvsavGeVnp4ur732mixevFhuv/12s+3111+XmjVryhdffCE33nijrFq1Sr799lvTeKCjARo0aCDjxo2TYcOGmVEF4eHhMmfOHKlcubJMnjzZHEOfv3HjRpk6dSrBPwAAAU6H29PrDgBAACT8++GHH6RChQpSpUoV6dKli3ve3tatW+Xs2bPSunVrd9nrrrvOtK4nJyebx3pft25dr2kAGtAfPXrUDPG3yngewypjHSMnOs1Aj+N5AwAAAADAH/l18N+0aVN54403ZMWKFTJ79mwzRP+WW26RY8eOyYEDB0zPfenSpb2eo4G+7lN67xn4W/utfbmV0WD+1KlTOdZN8wboVAPrprkCAAAAAADwR3497L9du3bun+vVq2caA+Lj4+Xtt9+WqKgoW+s2fPhwkyTQoo0FNAAAAAAAAPyRX/f8Z6W9/Dpv78cffzR5AM6cOSNHjhzxKnPw4EF3jgC918dZ91v7citTqlSpXBsYIiIiTBnPGwAAAAAA/iiggv/jx4/LTz/9ZDLxN2rUyGTt1+z8lr1795qcAM2aNTOP9X7Xrl1y6NAhd5nVq1ebQL1WrVruMp7HsMpYxwAAAAAAIND5dfD/5JNPyvr16+WXX34xS/X97W9/k7CwMHnggQfMPPvevXubofeffvqpSQDYs2dPE7Rrpn/Vpk0bE+R37dpVvv76a1m5cqWMGDFCBgwYYHrulS7x9/PPP8vQoUNlz549MmvWLDOtQJcRBAAAAADACfx6zv+///1vE+j/5z//kauuukpuvvlms4yf/qx0Ob7Q0FDp1KmTyb6vWfo1eLdoQ8GyZcukf//+plGgePHi0r17dxk7dqy7jC7z99FHH5lgf/r06VKxYkWZO3cuy/wBAADk0fnz52Xnzp3y559/SpkyZUzOJv0+BgCwn18H/0uWLLno2r0zZ840t5xogsDly5fnepyWLVvK9u3b811PAACAYLdhwwbTCWOtqGTlVnrkkUekRYsWttYNAODnw/4BAAAQGIH/qFGjpEqVKqZTRjte9F4f63bdDwCwF8E/AAAACjTUX3v8dYrlc889J7Vr15ZixYqZe32s22fPnm3KAQDsQ/APAACAfNM5/jrUv0uXLiYXkyd9rNv3799vygEA7EPwDwAAgHzT5H5WEuXsWNutcgAAexD8AwAAIN80q79KSUnJdr+13SoHALAHwT8AAADyTZfz06z+ixYtkszMTK99+li3x8bGmnIAAPv49VJ/ThR66ogEk2A7XwAAgk1YWJhZzk+z+o8YMcLM8deh/trjr4F/cnKyjBkzxpQDANiH4L+QRaWw1A0AAHCWFi1amABfs/4PGDDAvV17/HW77gcA2Ivgv5CdqtxCMqNKSzD1/NPgAQCA82mA37x5c5PVX5P76Rx/HepPjz8AXwrNSJdgEurD8yX4L2Qa+GcWL2t3NQAAAHxOA/2GDRvaXQ0ADhQdHS1FwyNEfl4vwaZoeIQ5/4Ii+AcAAAAA+LWYmBhZuOBNSU8v/J7/1NRUSUxMlISEBImPjy/019fAX8+/oAj+AQAAANgiIyND0tLS8h2Qed7nV1xcnERGRhboGCgcGgD7IgjOLw38a9SoIYGK4B8AAACALTTw79u3b4GOoT2yBZGUlBTQAR1wqQj+AQAAANhCe901+La7DkAwIPgHAAAAYAsdbk+vO1A4QgvpdQAAAAAAgE0I/gEAAAAAcDiG/Rey0IzCX5rCTsF2vgAAAADgjwj+C3FtxqLhESI/r5dgo+et5w8AAAAAsAfBfyHR9SgXLnhT0tMLvydc1z7VJVASEhLM2pSFTQN/O9fjBAAAAIBgR/BfiDQAtjMI1sCfbKoAAAAAEHxI+AcAAAAAgMMR/AMAAAAA4HAE/wAAAAAAOBzBPwAAAAAADkfwDwAAAACAwxH8AwAAAADgcAT/AAAAAAA4HME/AAAAAAAOV8TuCgCXS0ZGhqSlpeXruampqV73+RUXFyeRkZEFOgYAAAAAFBTBPxxLA/++ffsW6BiJiYkFen5SUpLUqFGjQMcAAAAAgIIi+Idjaa+7Bt921wHOxygTAAAA+DuCfziWBkL0uqMwMMqkcBtMfNVoQoMJAAAIJgT/AYAvyYB/Y5SJPQ0mBW00CbQGEwAAgIIg+A8AfEkG/BujTPKOBhMAAIDCRfAfAPiSDMBpaDABAAAoXAT/AYAvyQAAAACAgiD4BwAAAIAAQT6w/MlgdSaCfwAAAAAIFOQDy580Vmci+AfwP7QkAwAA+DfygeVPHNdNQlwul8vWGjjE0aNHJTo6WtLT06VUqVJ2VwfIl++//94nLcmB3CIKAAAAODEOpecfgBstogAAAIAzEfxnMXPmTJk0aZIcOHBA6tevLy+//LI0adLE7moBhYKVJQAAAABnCrW7Av5k6dKlMmTIEBk1apRs27bNBP9t27aVQ4cO2V01AAAAAADyjeDfw5QpU+Thhx+Wnj17Sq1atWTOnDlSrFgxmTdvnt1VAwAAAAAg3wj+/+vMmTOydetWad26tXtbaGioeZycnHxB+dOnT5vkCp43AAAAAAD8EcH/f/3xxx9y/vx5iYmJ8dquj3X+f1YTJkwwWRWtW6VKlQqxtgAAAAAAXDqC/3waPny4WU7Buu3bt8/uKgEAAAAAkC2y/f9X2bJlJSwsTA4ePOi1XR+XL1/+gvIRERHmBgAAAACAv6Pn/7/Cw8OlUaNGsmbNGve2zMxM87hZs2a21g0AAAAAgIKg59+DLvPXvXt3ady4sTRp0kSmTZsmJ06cMNn/AQAAAAAIVAT/Hjp37iy///67jBw50iT5a9CggaxYseKCJIAAAAAAAASSEJfL5bK7Ek6gS/1p1n9N/leqVCm7qwMAAAAAcLijeYhDmfMPAAAAAIDDEfwDAAAAAOBwBP8AAAAAADgcwT8AAAAAAA5H8A8AAAAAgMMR/AMAAAAA4HAE/wAAAAAAOFwRuyvgFC6Xy73OIgAAAAAAl5sVf1rxaG4I/n3k2LFj5r5SpUp2VwUAAAAAEGTxaHR0dK5lQlyX0kSAi8rMzJTffvtNSpYsKSEhIeJvrUHaKLFv3z4pVaqU3dUJCFyz/OG65R3XLH+4bnnHNcsfrlvecc3yh+uWd1yz/OG6OeuaaTivgX+FChUkNDT3Wf30/PuIXuiKFSuKP9MPqr99WP0d1yx/uG55xzXLH65b3nHN8ofrlndcs/zhuuUd1yx/uG7OuWYX6/G3kPAPAAAAAACHI/gHAAAAAMDhCP6DQEREhIwaNcrc49JwzfKH65Z3XLP84brlHdcsf7huecc1yx+uW95xzfKH6xa814yEfwAAAAAAOBw9/wAAAAAAOBzBPwAAAAAADkfwDwAAAACAwxH8AwAAAADgcAT/DrZhwwa5++67pUKFChISEiLvv/++3VXyexMmTJAbbrhBSpYsKeXKlZMOHTrI3r177a6W35s9e7bUq1dPSpUqZW7NmjWTjz/+2O5qBZTnn3/e/J4OGjTI7qr4tdGjR5vr5Hm77rrr7K6W3/v111/loYcekiuvvFKioqKkbt268tVXX9ldLb92zTXXXPBZ09uAAQPsrprfOn/+vDz77LNSuXJl8zmrWrWqjBs3Tsgtnbtjx46Zv/3x8fHmut10002yZcsWu6sVUN9p9TM2cuRIiY2NNdewdevW8sMPP0iwu9h1e/fdd6VNmzbm/wbdv2PHDgl2G3K5ZmfPnpVhw4aZ/0OLFy9uynTr1k1+++03CRQE/w524sQJqV+/vsycOdPuqgSM9evXmy92X3zxhaxevdr8kusfRb2WyFnFihVN8Lp161YTUNx+++1yzz33yO7du+2uWkDQL3mvvPKKaUDBxdWuXVv279/vvm3cuNHuKvm1w4cPS/PmzaVo0aKmUe7bb7+VyZMnyxVXXGF31fz+99Lzc6b/J6j77rvP7qr5rRdeeME0Bs+YMUO+++4783jixIny8ssv2101v9anTx/z+VqwYIHs2rXLfO/Q4FUb7XBp32n1c/bSSy/JnDlz5MsvvzSBWdu2bSUjI0OC2cWum+6/+eabze8qLn7NTp48Kdu2bTONnHqvjSfaSfjXv/5VAoYu9Qfn07f6vffes7saAefQoUPm2q1fv97uqgScK664wjV37ly7q+H3jh075qpevbpr9erVrltvvdX1+OOP210lvzZq1ChX/fr17a5GQBk2bJjr5ptvtrsaAU9/N6tWrerKzMy0uyp+q3379q5evXp5bevYsaOrS5cuttXJ3508edIVFhbmWrZsmdf266+/3pWQkGBbvQLpO63+TpYvX941adIk97YjR464IiIiXG+99ZZNtQysWCAlJcXs3759e6HXK9Djp82bN5tyqamprkBAzz+Qi/T0dHNfpkwZu6sSUMM+lyxZYlpOdfg/cqcjTdq3b296eXBpdCinDrWrUqWKdOnSRdLS0uyukl/74IMPpHHjxqbHWqczNWzYUF599VW7qxVQzpw5IwsXLpRevXqZYaDIng5XX7NmjXz//ffm8ddff21G5rRr187uqvmtc+fOmf83IyMjvbbr0HVGNV2alJQUOXDggNf/o9HR0dK0aVNJTk62tW4IjlghJCRESpcuLYGgiN0VAPxVZmammYOnw2Xr1Kljd3X8ng5V1GBfh9iVKFFC3nvvPalVq5bd1fJr2kiiw8aY23np9MvcG2+8Iddee60Zij1mzBi55ZZb5JtvvjG5OnChn3/+2QzFHjJkiDzzzDPm8/bYY49JeHi4dO/e3e7qBQSd83nkyBHp0aOH3VXxa08//bQcPXrU5OEICwszQW1iYqJppEP29O+W/t+puRFq1qwpMTEx8tZbb5mgtVq1anZXLyBo4K/02nnSx9Y+4HLIyMgwOQAeeOABk/MqEBD8A7n0yGpAQcv7pdFgTBPFaAvoP/7xDxNUaA4FGgCyt2/fPnn88cfNPM+sPT7ImWcPouZI0MYATZL19ttvS+/evW2tmz83ZGrP//jx481j7fnXv206N5bg/9K89tpr5rOnI06QM/09XLRokSxevNjk5tD/E7QRXa8bn7Wc6Vx/HVVy9dVXm0aT66+/3gQTmkcHgH86e/as/P3vfzfJJrWBPVAw7B/IxsCBA2XZsmXy6aefmmR2uDjtRdReikaNGplVEzRZyvTp0+2ult/SL3WHDh0yX/KKFClibtpYogmL9GftMcPF6TC7GjVqyI8//mh3VfyWZr/O2ginPYxMl7g0qamp8sknn5ikbMjdU089ZXr/77//fpMNu2vXrjJ48GDzfwJypqsi6N//48ePm4bhzZs3m8BCpzbh4sqXL2/uDx486LVdH1v7gMsR+KempppOnEDp9VcE/4AHbb3TwF+HrK9du9YsV4T89zaePn3a7mr4rVatWpmpEtozZt20d1aHx+rP2vuDi9Mvyz/99JMJcJE9nbqUdclSnZOtIyZwca+//rrJlaC5OZA7zYQdGur91VL/lun/B7g4zVCvf8t0hY6VK1eaVXNwcfpdTYN8zTdh0eknmvWf3EO4XIH/Dz/8YBqGdZnEQMKwf4d/KfbsDdOEKBpUaPK6uLg4W+vmz0P9dbjiv/71LzMPz5orpoljNPkOsjd8+HAzJFY/V7pesV7DdevWmS8vyJ5+vrLmktAvfvqfCDkmcvbkk0+a9Xc1cNV1dUeNGmWCCx0ii+xpz6smYtNh//qFRXsVk5KSzA2506BVg38dsq4jcpA7/d3UOf76f4EO+9++fbtMmTLFDGlHzvT/Su180Olz+r1NR1Bo3oSePXvaXbWA+U6r00uee+45qV69umkM0KXYdLpJhw4dJJhd7Lr9+eefZhSYtU691VCsjSnBOmrieC7XTBvn7r33XpOvSUcI6yhNK1bQ/ToK1u/ZvdwALp9PP/3ULD2R9da9e3e7q+a3srteenv99dftrppf06Wd4uPjXeHh4a6rrrrK1apVK9eqVavsrlbAYam/i+vcubMrNjbWfNauvvpq8/jHH3+0u1p+78MPP3TVqVPHLH113XXXuZKSkuyuUkBYuXKl+T9g7969dlclIBw9etT8DYuLi3NFRka6qlSpYparO336tN1V82tLly4110r/rumSdQMGDDBL1eHSv9Pqcn/PPvusKyYmxvyd0+8h/N5e/Lrp99vs9uuyusHq01yumbUkYnY3fV4gCNF/7G6AAAAAAAAAlw9z/gEAAAAAcDiCfwAAAAAAHI7gHwAAAAAAhyP4BwAAAADA4Qj+AQAAAABwOIJ/AAAAAAAcjuAfAAAAAACHI/gHAAAAAMDhCP4BAEDACgkJkffff9/uagAA4PcI/gEAQJ716NHDBN79+vW7YN+AAQPMPi3jK6NHj5YGDRr47HgAAAQbgn8AAJAvlSpVkiVLlsipU6fc2zIyMmTx4sUSFxdna90AAIA3gn8AAJAv119/vWkAePfdd93b9GcN/Bs2bOjedvr0aXnsscekXLlyEhkZKTfffLNs2bLFvX/dunVmpMCaNWukcePGUqxYMbnppptk7969Zv8bb7whY8aMka+//tqU05tus/zxxx/yt7/9zTyvevXq8sEHHxTaNQAAIFAQ/AMAgHzr1auXvP766+7H8+bNk549e3qVGTp0qPzzn/+U+fPny7Zt26RatWrStm1b+fPPP73KJSQkyOTJk+Wrr76SIkWKmGOrzp07yxNPPCG1a9eW/fv3m5tus2jDwN///nfZuXOn3HXXXdKlS5cLjg0AQLAj+AcAAPn20EMPycaNGyU1NdXcPv/8c7PNcuLECZk9e7ZMmjRJ2rVrJ7Vq1ZJXX31VoqKi5LXXXvM6VmJiotx6662mzNNPPy2bNm0y0wi0bIkSJUyDQPny5c1Nt1k0t8ADDzxgGhXGjx8vx48fl82bNxfqdQAAwN8VsbsCAAAgcF111VXSvn17Mwzf5XKZn8uWLeve/9NPP8nZs2elefPm7m1FixaVJk2ayHfffed1rHr16rl/jo2NNfeHDh26aP4Az+cVL15cSpUqZZ4HAAD+h+AfAAAUiA7PHzhwoPl55syZ+T6ONgpYdF6/yszMzNPzrOdeyvMAAAgmDPsHAAAFcuedd8qZM2dMD7/O5fdUtWpVCQ8PN9MBLFpOE/7p8P5Lpcc4f/68T+sNAEAwoecfAAAUSFhYmHsIv/7sSYfh9+/fX5566ikpU6aMGcI/ceJEOXnypPTu3fuSX+Oaa66RlJQU2bFjh1SsWFFKliwpERERPj8XAACciuAfAAAUmM6zz8nzzz9vhuF37dpVjh07ZpbzW7lypVxxxRWXfPxOnTqZZQRvu+02OXLkiFlhQBP9AQCASxPi0uw8AAAAAADAsZjzDwAAAACAwxH8AwAAAADgcAT/AAAAAAA4HME/AAAAAAAOR/APAAAAAIDDEfwDAAAAAOBwBP8AAAAAADgcwT8AAAAAAA5H8A8AAAAAgMMR/AMAAAAA4HAE/wAAAAAAiLP9f2fQCc+7dIVCAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12, 6))\n", + "sns.boxplot(x=df[\"Month\"], y=df[\"Solar energy\"])\n", + "plt.title(\"Распределение Solar Energy по месяцам\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Размер X_train: (509, 9)\n", + "Размер X_test: (128, 9)\n", + "Размер y_train: (509,)\n", + "Размер y_test: (128,)\n", + "Обучающая выборка X:\n", + " Cloud coverage Visibility Temperature Dew point Relative humidity \\\n", + "596 0.51 9.54 21.65 19.60 86.48 \n", + "327 0.99 4.35 3.37 2.59 93.07 \n", + "362 0.86 9.79 -0.89 -3.04 83.23 \n", + "231 0.00 10.00 21.45 14.17 65.31 \n", + "210 0.03 9.46 25.51 22.76 81.85 \n", + ".. ... ... ... ... ... \n", + "71 0.00 9.96 5.66 -2.00 57.98 \n", + "106 0.94 9.99 12.06 8.45 75.51 \n", + "270 0.05 8.69 13.19 11.15 84.47 \n", + "435 0.43 9.99 10.52 6.62 74.04 \n", + "102 0.32 9.63 14.82 9.57 71.09 \n", + "\n", + " Wind speed Station pressure Altimeter Temp_Cloud \n", + "596 1.03 29.14 29.94 11.0415 \n", + "327 4.87 29.41 30.21 3.3363 \n", + "362 11.92 29.04 29.83 -0.7654 \n", + "231 4.00 29.27 30.06 0.0000 \n", + "210 2.56 29.39 30.19 0.7653 \n", + ".. ... ... ... ... \n", + "71 6.92 28.64 30.31 0.0000 \n", + "106 6.82 29.39 30.19 11.3364 \n", + "270 11.16 29.36 30.15 0.6595 \n", + "435 7.05 29.42 30.22 4.5236 \n", + "102 11.18 29.20 29.99 4.7424 \n", + "\n", + "[509 rows x 9 columns]\n", + "\n", + "Тестовая выборка X:\n", + " Cloud coverage Visibility Temperature Dew point Relative humidity \\\n", + "260 0.41 10.00 21.60 16.70 69.82 \n", + "228 0.49 9.02 21.93 20.61 89.81 \n", + "31 0.99 5.36 1.38 0.08 92.85 \n", + "507 0.69 9.10 25.16 22.15 80.29 \n", + "503 0.42 10.00 23.05 17.81 72.26 \n", + ".. ... ... ... ... ... \n", + "416 0.57 10.00 5.17 -1.25 63.72 \n", + "174 0.18 6.63 26.85 24.31 85.34 \n", + "274 0.00 9.43 19.78 14.83 72.04 \n", + "518 0.12 9.99 25.84 19.04 65.02 \n", + "261 0.58 9.48 15.53 12.06 75.97 \n", + "\n", + " Wind speed Station pressure Altimeter Temp_Cloud \n", + "260 11.90 29.00 29.78 8.8560 \n", + "228 6.83 29.22 30.01 10.7457 \n", + "31 9.17 29.22 30.01 1.3662 \n", + "507 11.25 29.06 29.85 17.3604 \n", + "503 10.31 28.95 29.74 9.6810 \n", + ".. ... ... ... ... \n", + "416 12.39 29.44 30.24 2.9469 \n", + "174 8.08 29.16 29.97 4.8330 \n", + "274 9.72 29.19 29.98 0.0000 \n", + "518 3.42 29.25 30.04 3.1008 \n", + "261 6.59 28.98 30.06 9.0074 \n", + "\n", + "[128 rows x 9 columns]\n", + "\n", + "Обучающая выборка y:\n", + "596 16174\n", + "327 14258\n", + "362 10091\n", + "231 33103\n", + "210 30348\n", + " ... \n", + "71 38978\n", + "106 12923\n", + "270 21889\n", + "435 21140\n", + "102 32097\n", + "Name: Solar energy, Length: 509, dtype: int64\n", + "\n", + "Тестовая выборка y:\n", + "260 9249\n", + "228 11245\n", + "31 2916\n", + "507 8129\n", + "503 10744\n", + " ... \n", + "416 12225\n", + "174 29696\n", + "274 19233\n", + "518 12268\n", + "261 8060\n", + "Name: Solar energy, Length: 128, dtype: int64\n" + ] + } + ], + "source": [ + "#8\n", + "from sklearn.model_selection import train_test_split\n", + "df = df.drop(columns=[\"Date\"])\n", + "df = df.drop(columns=[\"Month\"])\n", + "y = df[\"Solar energy\"]\n", + "# Удалим целевую переменную\n", + "X = df.drop(columns=[\"Solar energy\"])\n", + "\n", + "\n", + "# Разбиение (80% train, 20% test)\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "# Вывод размеров получившихся выборок\n", + "print(f\"Размер X_train: {X_train.shape}\")\n", + "print(f\"Размер X_test: {X_test.shape}\")\n", + "print(f\"Размер y_train: {y_train.shape}\")\n", + "print(f\"Размер y_test: {y_test.shape}\")\n", + "print(\"Обучающая выборка X:\")\n", + "print(X_train)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test)\n", + "print(\"\\nОбучающая выборка y:\")\n", + "print(y_train)\n", + "print(\"\\nТестовая выборка y:\")\n", + "print(y_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа 2\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import mean_absolute_error, mean_squared_error, r2_score\n", + "\n", + "# Модели машинного обучения\n", + "from sklearn.neighbors import KNeighborsRegressor\n", + "from sklearn.tree import DecisionTreeRegressor\n", + "from sklearn.ensemble import RandomForestRegressor\n", + "from catboost import CatBoostRegressor\n", + "from tensorflow import keras\n", + "from tensorflow.keras import layers\n", + "from tensorflow.keras.callbacks import EarlyStopping\n", + "from sklearn.model_selection import GridSearchCV, RandomizedSearchCV, KFold\n", + "from sklearn.neural_network import MLPRegressor\n", + "cv = KFold(n_splits=5, shuffle=True, random_state=42)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best KNN: {'metric': 'manhattan', 'n_neighbors': 9, 'weights': 'distance'} Best R²: 0.5997970934180643\n" + ] + } + ], + "source": [ + "# Knn\n", + "knn_params = {\n", + " 'n_neighbors': [3, 5, 7, 9],\n", + " 'weights': ['uniform', 'distance'],\n", + " 'metric': ['euclidean', 'manhattan']\n", + "}\n", + "knn_grid = GridSearchCV(KNeighborsRegressor(), knn_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "knn_grid.fit(X_train, y_train)\n", + "print(\"Best KNN:\", knn_grid.best_params_, \"Best R²:\", knn_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best Decision Tree: {'max_depth': 5, 'min_samples_leaf': 1, 'min_samples_split': 10} Best R²: 0.5280947664997903\n" + ] + } + ], + "source": [ + "# Дерево решений\n", + "dt_params = {\n", + " 'max_depth': [3, 5, 10, 15],\n", + " 'min_samples_split': [2, 5, 10],\n", + " 'min_samples_leaf': [1, 2, 5]\n", + "}\n", + "dt_grid = GridSearchCV(DecisionTreeRegressor(random_state=42), dt_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "dt_grid.fit(X_train, y_train)\n", + "print(\"Best Decision Tree:\", dt_grid.best_params_, \"Best R²:\", dt_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best Random Forest: {'max_depth': 5, 'min_samples_split': 2, 'n_estimators': 300} Best R²: 0.6187133517738269\n" + ] + } + ], + "source": [ + "# Случайный лес\n", + "rf_params = {\n", + " 'n_estimators': [100, 200, 300],\n", + " 'max_depth': [5, 10, 15],\n", + " 'min_samples_split': [2, 5, 10]\n", + "}\n", + "rf_grid = GridSearchCV(RandomForestRegressor(random_state=42), rf_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "rf_grid.fit(X_train, y_train)\n", + "print(\"Best Random Forest:\", rf_grid.best_params_, \"Best R²:\", rf_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best CatBoost: {'learning_rate': 0.05, 'iterations': 500, 'depth': 4} Best R²: 0.6299719921075985\n" + ] + } + ], + "source": [ + "# Градиентный бустинг\n", + "cat_params = {\n", + " 'iterations': [100, 500, 1000],\n", + " 'learning_rate': [0.01, 0.05, 0.1],\n", + " 'depth': [4, 6, 8]\n", + "}\n", + "cat_grid = RandomizedSearchCV(CatBoostRegressor(verbose=0, random_state=42), cat_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "cat_grid.fit(X_train, y_train)\n", + "print(\"Best CatBoost:\", cat_grid.best_params_, \"Best R²:\", cat_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best MLP: {'hidden_layer_sizes': (50, 50), 'alpha': 0.01, 'activation': 'relu'} Best R²: 0.5965653040697775\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Cyber\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\sklearn\\neural_network\\_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (5500) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "# Нейронная сеть\n", + "mlp_params = {\n", + " 'hidden_layer_sizes': [(50,), (100,), (50, 50)],\n", + " 'activation': ['relu', 'tanh'],\n", + " 'alpha': [0.0001, 0.001, 0.01]\n", + "}\n", + "mlp_grid = RandomizedSearchCV(MLPRegressor(max_iter=5500, random_state=42), mlp_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "mlp_grid.fit(X_train, y_train)\n", + "print(\"Best MLP:\", mlp_grid.best_params_, \"Best R²:\", mlp_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Сравнение моделей\n", + "models = [\"KNN\", \"Decision Tree\", \"Random Forest\", \"CatBoost\", \"Neural Network\"]\n", + "scores = [\n", + " knn_grid.best_score_,\n", + " dt_grid.best_score_,\n", + " rf_grid.best_score_,\n", + " cat_grid.best_score_,\n", + " mlp_grid.best_score_\n", + "]\n", + "\n", + "plt.figure(figsize=(10, 5))\n", + "sns.barplot(x=models, y=scores)\n", + "plt.ylabel(\"R2 Score\")\n", + "plt.title(\"Сравнение моделей машинного обучения\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "KNN Evaluation: {'MAE': 5624.312844378996, 'MSE': 52628541.95378907, 'RMSE': 7254.553187742789, 'MAPE': 57.016212798366915, 'R2': 0.5205766248191097}\n", + "Decision Tree Evaluation: {'MAE': 6544.274212495669, 'MSE': 72505216.39614122, 'RMSE': 8514.999494782205, 'MAPE': 64.36422779585003, 'R2': 0.33950867205516044}\n", + "Random Forest Evaluation: {'MAE': 5957.481368202981, 'MSE': 57083326.41963124, 'RMSE': 7555.350846891973, 'MAPE': 58.33936689696595, 'R2': 0.4799954548867801}\n", + "CatBoost Evaluation: {'MAE': 5757.159191346015, 'MSE': 56801877.489929676, 'RMSE': 7536.70203006127, 'MAPE': 50.9276005052821, 'R2': 0.48255933355051084}\n", + "MLP Evaluation: {'MAE': 5387.200249664025, 'MSE': 49763833.12361723, 'RMSE': 7054.348525811383, 'MAPE': 47.60781980960901, 'R2': 0.5466728897978624}\n" + ] + } + ], + "source": [ + "# Лабораторная работа №3 - Оценка моделей\n", + "knn_best = knn_grid.best_estimator_\n", + "dt_best = dt_grid.best_estimator_\n", + "rf_best = rf_grid.best_estimator_\n", + "cat_best = cat_grid.best_estimator_\n", + "mlp_best = mlp_grid.best_estimator_\n", + "def evaluate_model(model, X_test, y_test):\n", + " y_pred = model.predict(X_test)\n", + " mae = mean_absolute_error(y_test, y_pred)\n", + " mse = mean_squared_error(y_test, y_pred)\n", + " rmse = np.sqrt(mse)\n", + " mape = np.mean(np.abs((y_test - y_pred) / y_test)) * 100\n", + " r2 = r2_score(y_test, y_pred)\n", + " return {'MAE': mae, 'MSE': mse, 'RMSE': rmse, 'MAPE': mape, 'R2': r2}\n", + "\n", + "models = {'KNN': knn_best, 'Decision Tree': dt_best, 'Random Forest': rf_best, 'CatBoost': cat_best, 'MLP': mlp_best}\n", + "\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " print(f\"{name} Evaluation: {results}\")\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", 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PwoD1BVeO9cI4pzk6zpEugH3GHi6cHX12qA+cC43wO8qxTth3jJ2OAGkvCJhxLkUjBb43sN+gocSVnMy89gV36xb5zEjhwncl1glpQ0YI8DwN520E+dh+/SI0NwU53hL/6+eRV4qRsQFHh/eyT2/D54HgFxdDOLfrjSm4SLZP1dHTqxAHFBUGtx6CKygc/NhBHQU7eXF0NYX8I+w4ycnJ1jLk5CGgAgzCjC8fBA5oqdDzquzHowPkZRlzNvE3+AJ21GqA93P0BeHsRANoOcwNThTG4Bbr6SivzBVoAcPJ1lFAZ1wntJ7ikds65QcuBNBJC3mmyKtDXpkxH9pR8OjsKlkPjOxbPPXhV/LKYdW/HPF67HO51Zej7cSJDnWPjky50T/LvFo7nX2WuIhCDiRyTR21UnoaPk9jq6Qrn3leENji2MKFAL4s0QKN1jNHHTLdeX8s01HHPGMAhC9e/bh1lf5a/f3cXQb2Mfyto+AWAT+CGLSI5nUXoCDQ8c5ZTrhxP0Ugj0d+9lNnyyxseiuWoxzFojqn2S9fD1Bc5ez8ppcbv7uMF24Y8x0thGhRR18GfM/hzgPuABZ0X3CnbhE0oiEC47/iDhXWD+uExiU0CuGOjKPv1YI4evSoaqRC3jxGF3DUWdiTx1t4eLj6qefoO4O7Pcg7xmeC7+gnnnhC5Rs3atRInft02G9dzRPW71K4ciHnKUxL8BC9BdHRVa8rcIvdHq7UEYQYAxCcfHCQ4fYTOnJhp0Ngg6v53G5RoPMVvqTwwBcmbj+hFyhum9v3XEV6gf5a4wPLsIfekYAWREd/oz/sUxZwC8PR63K7tQG4HYPbs7h16ywFRF8nXG3mtk72V5d5QcskHrglhgcObtyWz20dHNWrMY1Ff50OF0g4+RhvDzuj/y16xue2nY5up6FlArey8+ppq78HOjjm9h6OJmfAdqClFre1CtKRJz+wvvHx8fn6zHODOtYDW0BvarSMYR9Ey5Mn3l+/o2J8oLXbmDaEgACcjaLgiP5aPZj1xDKMsG+//PLLqkMcOuAUFtx+xm1zdITDvu6I/pmiF3hu+6mjcxha5u1fh7LCprfg5+dY9/Q5zX75uBDKbfn2nJ3f9HJnF8+4BX/q1Cl1Oxt1grp1JVhzZV9wp27R8IPAFsEbfuL8jn0b36uFNZwhzo0IDnHh74qCHm/l/mtc0C9k8oLGD9ypwrkO5yGkJbjSuuyI/p5F0cChY3DrIcjJREsrAkZHeUZGjq4A0Qro6AoKtyKNuY4IStDEj3xH+1vUOChdgdsSWF8ctHgPR+kErtJ7YmM5hQ232dFqi1ZTTJbhDA5IBG2FsU5ovUXLLa7k0XrnrPeoXmeOhgVC6wp6IeNK2r6VX8+ZQ6/ovCCXEFfTGFcwP7dRceWPk42zNAJP1e/rr7+uWiTRMuloZIHCgM8dx8KGDRtyPKfXhbGHuCufsX3qBoJatOog0LAfashT74+LZOzD+hc47tDg/JJbq6SjQACwj4A+25qry0DLDfYVHG+O0ldwOxjbWtgtn8j9RXD96quvOn0NthEBGo4rV/oc+IL8HOuFeU4zHud6eoKr0Ips33qH33GHEevrLIcWqTFIxUOrIM5FGJHAU/uCO/TvQEeNFY6+mwsKy8SIJvg+czRsqCMFPd6aNGmiUkaQwpMfCEhx0YT3dvWOrj39Pe1T8AoTg1sPwfAWyCNCTglaQx1dHaIlC1dpjnKmsMMak63xxaIPtGwcJgYtoGh5NX5BoYUXwV5eQbV9gI08yYLCFTQCAKyroy9NHBD5PWE6gxxXtGwi9ye3XFG0YGOoJJxgEWA5anFAjrD92I2uQCc51DWuZO07Uti35OOkhUDYvpMHrr7RIo8cXmNaCPYPbCMC5n79+rm0PriaxnZgXRzdksR+aAzA8Fng/cGVsQ5xskcLL/ZbdFa0h0DC0bjBaJXB4N9o5bTvUFeY9JZ/tOwbgxzktWEb8NkWdCBx7F9o2cGtehybxv0rP++PC1f7YxbLwueGOyHoyKbf3sUXOnIXMTSgcZagb775Rt3exMOYIoP9Gy326NCp3zVBzi8ubNGR0Xiu0VuO0Dqv524C7u5gn8J6OMotRosbWuDwpVlY0KKG4YNwKxodp5zB54oLT1xM4VzoKMBFsO+sVb2o4cseaS0Iyu07ahb1OQ0QZOIzROcg7Ev2cPHsaBx1fIfY38HA7yhHx8fcWupw7sJ3B9IRXAnwXN0X3KEfI/bnMnTCdHSHpqCw7UhTym0yBU8fb2XKlFHjaOMCMD/DjgEuPnAXC+vgzl0N7JtQlNOvM+fWgxA0IEDBLGVokUNuLK5Q0WqFHQJBDoIaPbgwQo4LrnIR1OD2Ib5ocALEF4sxCMHJB0nkaLnFyQ5BHlqEcLsAOUPOBhDXO5SBPn4flo91LMi4c3ovWpygsP5oDUYLEYJnvB9ODui5bfxCLshtPHxBuxKUIUjE9uGCA2N7onMeDm4EGTi48SWOACy/OUB4vStXvrhCRg4VAjt0CMLngxMoWl5QRziZI4gx1g8GMUfwjpYy+4HD9VuYeJ3xggcnHVw8oCUZrSgIgHASwi0sLAsnFQQzWCbGhMQVOAInXIC58jniViGCJrweJybsL7j6RqsMAgm0QKAV076zCb7cELi7esvNU5Arh3w0fBHiRI7gWh9nFi1ESONxJZ85L6hPXJxg30fLtD52bX7eH7f8kVqD24w4ZnBBi30DF4loqbXPY8f+ggsMXHDo49ziuNJTF9CqhVuICHzQKoR9EOciHc4VyFPHPoNWe9S/8eIHxzKOVXT4QUsWzkHYlxCo20OQjXq3n58+N0ijctQpCZBnrs9ghIDHuN/jXIpgIC9oVcLdK3Q2ReCIFlEEQTg3Yp9H/iCOP08HRvmFi3M8cI7ExYt9Y4d+rGO/wri1eqfUwjqnAb6nsHxcIODzxjkL5yhcwGEcdZzHcc5BHRnh/Ia6wX6HoAv7LvYb9K/Iq4URI33YD/ifm/zsC/mFTlA4RyIHFhdB+DzwWWNkAqQAOOtboe+39vTJVbDP43i0H0se24Jztqv57+4cb45gW/AdgO8MHOuuwrkDHanx2WMdHKX35AbjruM85cpdCo8pskHHipGNGzeqMUzr1q2rhYeHayVLllRjhWKcwmXLljkcWw5jX7722mvqbzAeI8btGzdunMMxNTHubatWrbRSpUqpsTPvvvtu9fe5jRFrfGBc2mbNmmmvvPKKlpKSUqBxbnV79+7VHnnkEfW3WP+yZcuq9xgyZIjN2HgFGecWYw1u3749x984G2/w0qVL2pQpU9T4gRgTEHVRq1YtNZbip59+qsYwzEteY3TmtU1Y37vuukvVE8YCxOczdOhQ7ezZsw6325WHo22dP3++GuMYnzveB+MOY/zMN954w/peL7zwgvos3nrrLYfbntt2YGxlrHe9evXU/ox9qFGjRtqjjz6qLV++3Oa1+npiPN/8jrfp6vrktixsG8bkxP6HdcUYvfjMvv/++zzf0347MI6kM+fOnVPjP4aFhWm7d+/O9/tjDGGMyYqxf6Ojo9Vr8X4vvviiWrYjf/31lxqzFa+96qqr1BjG+jGL/+O8gOewzKVLlzpcBsZGxnGA9cZ4ozhf6Z8zjgssC8dKr169tH/++cdhneAxY8aMHMt2NI6nfgy58tDr0jiOKsbktufsPIXxTz/44AOtU6dOah/FZ1G9enU1Luj777+vXbx40evj3GK9Xf08jGO7FuSc5upxh3P1Pffco/ZrnEdw3sI+hX1yz549DseexXjX+CywPvjM77jjDu3AgQMOt9vZd0tu51t39gV3x7nt06ePGi8Y361t27ZVY9A6GmcXXK1D4/vo+0y7du1sxmJ29v3qzvGWmxMnTqjxjAcPHuzyOLc6jPeN7xV8DxvHw84LtgHjcNuPqV/YGNx6WX6+7Cmw9wNnA4K78zoqPlwJGnLjSiBX2PQAojicB1FX9oFSQV7nDc4CPrKFc7U3jytHHnjgAdUIgslNisJLL72kLpTsL5QLG3NuiYiIiIqBl19+WQ3NhZz6wqaPzIR0F1c7znkKc26JfABy61wZ8cDV1xH5E+T2IhfYmG8bqDDMmysjZrj6OvJdGMPWfsY3b6tRo4bK93U2jJsnIacf/RHQV6ioMbgl8gEIWj35OiJ/grFeHXXMCUT6GMaeeh35Ln1qa19z9913F8n7YLQWPLwhCLkJXnlnIiIiIiIPY84tEREREQUMBrdEREREFDCKfc4tZurAQMzoyICB6YmIiIjItyCLFhOLoAMqJqnJTbEPbhHYVqtWzdurQURERER5wKx8mN0xN8U+uNWHnsGHFRUV5e3VISIiIiI7Fy5cUI2RrgwZWOyDWz0VAYEtg1siIiIi3+VKCik7lBERERFRwGBwS0REREQBg8EtEREREQUMBrdEREREFDAY3BIRERFRwGBwS0REREQBg8EtEREREQUMBrdEREREFDAY3BIRERFRwGBwS0REREQBg8EtEREREQUMBrdEREREFDAY3BIRERFRwGBwS0REREQBw+TtFSAiIiIqKkePHpWEhARvrwaJSFxcnFSvXt3jy2VwS0RERMUmsG3YqKGkXUrz9qqQiISXCpe9e/Z6PMBlcEtERETFAlpsEdg+MKadlK8R5e3VKdbij1yQzyesV3XC4JaIiIioABDYVmtQ1turQYWEHcqIiIiIKGAwuCUiIiKigMHgloiIiIgCBoNbIiIiIgoYDG6JiIiIKGAwuCUiIiKigMHgloiIiIgCBoNbIiIiIgoYDG6JiIiIKGAwuCUiIiKigMHgloiIiIgCBoNbIiIiIgoYDG6JiIiIKGAwuCUiIiKigGHy9gr4q6NHj0pCQoK3V4NEJC4uTqpXr+7t1SAiIiIfwODWzcC2QYOGkp6e5u1VIREJCwuXffv2MsAlIiIiBrfuQIstAtuWjXtLZESct1enWLuYmiB/7/5R1QmDWyIiImJwWwAIbKNLV/T2ahARERHRf9ihjIiIiIgCBoNbIiIiIgoYDG6JiIiIKGAwuCUiIiKigMHgloiIiIgCBoNbIiIiIgoYPhnczpgxQ2rWrClhYWHSrl072bBhg9PXzp07V4KCgmwe+DsiIiIiKn58LridP3++PPvsszJ27FjZsmWLtGjRQnr27Cnx8fFO/yYqKkpOnTplfRw5cqRI15mIiIiIfIPPBbdvvvmmDBo0SAYOHCiNGzeWmTNnSqlSpWT27NlO/wattRUrVrQ+KlSoUKTrTERERER+OkPZpUuXZNmyZbJ69WrZvXu3mvYUwWVcXJw0atRIOnXqJD169JCIiIh8r0xGRoZs3rxZRo4caS0LDg5Wy1u7dq3Tv7t48aLUqFFDLBaLtGrVSl599VVp0qSJw9devnxZPXQXLlxQP7OystRDf088sDw8jOuCh6ZpEhoaKiZTiISYgsVitoimiYSEBCHStr7eWm6yvYYwZ11ZZn7KsdjgEEO5ponZrDkvDw6S4ODsddEsmlgsmirDc9Z1tGjqOafr7uPbBCaTSdWTff2ZzWZVVzpn5SEhIWof1v/eWK7W1Wx2qRzrgeUay7FcvN5+X3JWnte+x23iNnGbuE3cJve3CcvH93cwwp///jRIrjyv04LM+EeCbNr/NNGCLC6Xa1i4Kg8WPJNdbhEJ0iRIw2vzU263jmJ2vO7OyoN8b5tQB6gL/fs7r33Pvl49Etzu2LFD3njjDfn2229VMBkeHi7VqlWTsmXLqp1r//79snz5cpk6daoKbPv06SPPPfecNGvWzOWVQaCMjbJvecXve/fudfg3DRo0UK26zZs3l+TkZPX+HTt2lF27dknVqlVzvH7SpEkyfvz4HOVbt261BuTlypWTOnXqyKFDh+Ts2bPW12B5eCAgHj58uMSUqSYmU0nZte2MnDiaLO2vrSERpUOtr9+87rgknr0kXa+vbRPcrV5xWNLTs6R7r7o267D8l38kLMwknbrVtAkCUR4TV0pat8/entSUDFm98rBUrhYtTVpkf16J8amyef0JqV03Ruo0iLWWY/2wno2alZcq1aOt5Qf3JcrB/YnSsk1liS2ffUHiL9u05q9TKm0lMTFRNm3aZFNP2CexT+hq164t5cuXl507d0paWpq1vGHDhlKmTBm1DxgPKuxTOPD05eratGmjLsS2b99uc/C1bdtWvZ9xX8VxgtQa7Nv//vuvtTw6OlpdDJ48eVKOHz9uLc9r3+M2cZu4TdwmbpP724Tl4Pu7duk4SZENEmwpKXEX21pfawnKkrNRqyXUXEbKpja3lmeFpEpi5CYJz6wgUWkNrOWXTefkfMQOibhcXSIvZ3/PpYWekgvh+yUqva6EZ1Syll8seVhSw45I9KUmUjIrxlp+IXyfpIWelpjUVmIyZ38XJ0VslwxTksSltJdgLTtkS4jcKJbgy1L+wjU29RQf9ZffbFODyO4yfHgr6/d3Xvse6tVVQZrxsseJfv36yTfffKPe4O6775brr79epQzo0bQOOxNac5cuXSoLFy6UjRs3St++fWXevHkurQx2+CpVqsiaNWukQ4cO1vIRI0bIH3/8IevXr89zGZmZmerguffee2XixIkutdwiSMeHi9xdV64i0bqMALpj6/4SVbqC37RyBmLLbVLyKVm39TPVst+yZUtVzhYMbhO3idvEbeI2OVr3v//+W91hHvJ+d6lSv7TftHIGYsvtiX0p8s7g5SoTAN/fee17SUlJEhsbqy5Q9HitQC232IkQSevBgzNYAbTU4oFWW+xEkydPFlchtQHLOHPmjE05fkcurStKlCghV111lfzzzz8Ony9ZsqR62MMBioeRfgDZw8GDq4isLLM1eAMEYNb7HAbG17hbjuM3X+UWTcz/3bY3QjArDsqdrrsfbBNOZKgn+/qzv/jKq9z+790px77hqNzZvpTfcm4Tt8lZObeJ25TbunObrpRj+fj+tkiWNd7SA0LbjdI8VG5x8A2KuNHxd6XzcgfLdrbu4h/bhDpAXdh/f+d3n3S7QxlaXvMKbB3B37jaagtojm7durVKb9DhKg6/G1tyc4OIHykUlSplN5kTERERUfGQ7w5lhQ3DgA0YMEClQFx99dXy9ttvS2pqqho9Afr3769SF5A7CxMmTJD27dtL3bp15fz58/L666+rocAeffRRL28JEREREflscItREtChDM3HQ4YMkdKlr+SqoHMWxqT1FOT3IqF8zJgxcvr0adX6u2TJEmsns6NHj9rctkAOBoYOw2vRuQ0tv8jZRU4wERERERUvLge3//d//yf79u1Tt/0xOgECznr16qmOXp721FNPqYcjK1eutPn9rbfeUg8iIiIiIpcnccDwHxitACMFIDWgS5cuTjttERERERH5dMsthl/Q0wGQhoDRCzAkmDuTNRAREREReTW4RWCLvFZ9SK7HHntMDf8xePDgQlkxIiIiIqJCS0v46quvcgyaizxcZzOHERERERH5bMstpsdzBJ3KHFm1apV07tzZ/TUjIiIqAhiFB1PFkvdhMqfq1at7ezXIz3l8nNsffvhBzUq2bt26HFOoERER+Vpg26BhQ0lPS/P2qpCIhIWHy769exngUtEFt8uWLZNp06bJwYMH1Ziyffv2lWeeeUY9t2jRIvnf//4ne/bsUZ3PPDn2LRFRUWJLXvFpyUM9I7Bt+mRviagSW2jvQ3lLPZEoO2f8qOqEwS0VSXD7888/S+/evUXTNHWywTBgGBosPj5eTfDw7rvvSp06dWTGjBny0EMPSVhYWIFWjIjIG9iSVzxb8hDYRtW60mGaiIpJcDtlyhSpXLmyar1t2LChJCcnyz333KMmUMCoCdOnT1cjKISEhBTuGhMRFSK9Ja/6XXdISSd9DahoXD57Vo4u/I4teURUOMHt1q1b5YUXXlCBLURHR8vLL78sbdu2VVPwPvHEE/l7ZyIiH4bAtlTlSt5eDSIiKqyhwFJSUqRGjRo2ZfrvCHCJiIiIiPwmuAWkHzj6PTQ01LNrRURERERU2KMlfPrpp2qIL116ero13xajJRihHCMrEBERERH5ZHC7dOlS9bBnH9gCg1siIiIi8tng1mKxFO6aEBEREREVZc4tEREREZEvY3BLRERERAHDpeC2cePGqjNZRkaGywu+fPmyzJkzR/0tEREREZHP5NxiOt1nn31Whg4dKrfeeqv06NFDWrVqJbVq1ZJSpUqp16SmpsqhQ4dk06ZN8ttvv8mPP/6ohggbPnx4YW8DEREREZHrwe2IESNk8ODBMmvWLJk7d6589tln1jFuTaYri8jKylI/NU2Tpk2bqlnLHn74YYmKinLlLYiIiIiIim60hNKlS8uwYcPU4/Dhw7JmzRrZu3evJCYmqudjY2PV1LwdOnRQLbpERERERD49zq2uZs2a6kFERERE5Es4WgIRERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0RERERUvIcCW7VqlUuv69y5szuLJyIiIiIquuC2a9eu1hnKMCMZ6L/rZfjdbDa7t1ZEREREREUV3JYvX17i4+PlpptukiFDhkjJkiXdWQwRERERkfeD24MHD8rUqVPlzTfflB07dsiECROkf//+Nq23RERERER+0aEsIiJCxo4dq4Lc2267TR577DFp0aKFLF682PNrSERERERUFKMlxMXFyTvvvCN79uyRpk2byq233ipdunSR9evXF2SxRERERETeGwqsVq1a8uWXX8rmzZslPDxcOnbsKH369PHEoomIiIiICjfnNjg42Gl+rT56wqJFi9xZNBERERFR0Qa3Y8aMYecxIiIiIgqM4HbcuHGeXxMiIiIiogLi9LtEREREVLxbbjGubV6QtjB69Gh3Fk9EREREVLRpCfbT79pjcEtEREREfpGW0KtXLxXU4uf27dvFYrHkeJjNZs+vLRERERGRp4NbzES2cuVKSUxMlKuuukoGDhwox48fd2dRRERERETe71DWuXNnWbt2rcyfP1/WrVsn9evXl+HDh0tSUpLn1o6IiIiIqChHS7jzzjtl165d8vbbb8u8efOkTp06MnnyZElPTy/ooomIiIiICr9D2apVq3KUNWzYUD766COZNm2ajBo1SqZPny7Hjh1zZ/FEREREREUX3Hbt2tVmhjJ0LrMfPeHkyZPurRERERERUVEGtytWrHD3/YiIiIiIfCu47dKli+fXhIiIiIjIG8FtXg4ePChffPGF9fe6devKfffdVxhvRURERETk+Q5lRhs2bJDx48er4cLg0qVLDG6JiIiIyD86lNnTO5gxN5eIiIiIfD64XbBgQa7Pb926VSZNmuTuOhERERERFV1w26dPn1yfj4yMZHBLRERERP43QxkRERERka9gcEtEREREAYPBLREREREV7+C2dOnSEhUV5fRx5513FmilZsyYITVr1pSwsDBp166dGlrMFV999ZUapeH2228v0PsTERERUTHrUJbbUGAFMX/+fHn22Wdl5syZKrB9++23pWfPnrJv3z4pX7680787fPiwPP/883LttdcWynoRERERUYAGt3PnzpXC8uabb8qgQYNk4MCB6ncEuYsXL5bZs2fLiy++6PBvzGaz3H///WriiD///FPOnz9faOtHRERERMVs+l13ZWRkyObNm2XkyJHWsuDgYOnRo4esXbvW6d9NmDBBteo+8sgjKrjNzeXLl9VDd+HCBfUzKytLPfT3xMNisaiHcV3wwCQVoaGhYjKFSIgpWCxmi2iaSEhIkIihRdtabrLN/jBnXVlmfsqx2OAQQ7mmidmsOS8PDpLg4Ox10SyaWCyaKsNz1nW0aOo5p+vu49sEJpNJ1ZN9/eGiB3Wlc1YeEhKi7kTof28sV+tqNrtUjvXAco3lWC5eb78vOSvPa9/jNhXNNuH4LhEcLCa8n6ap/K0Q43GA5WqaKjPu2SjDc/i7IBfKsWxsYQm7O2HOyjMxQc5/y8mrHH/vaN2dlfvqNqEu9OO7MPY9vb5NQSHq/bCO+J9xq8xiUeUmu0y+LPUJ5K8cSw0xlONTMYvmtDxYUB/GesLn7rzc2br7yzYZ67swzhF6fQcj/PnvT4PkyvPW9Qwy4x+1loZS0YIsLpervV2VY6uMx59FJEiTIA2vzU+53TqK2fG6OysP8r1tQh0Y6zuvc7l9vRZacHv8+HE1YUNycrLNiUPXv3//fC0vISFBbVSFChVsyvH73r17Hf7NX3/9JbNmzZK///7bpffA+Lto4bWH7YiIiFD/L1eunNSpU0cOHTokZ8+etb6matWq6oGAePjw4RJTppqYTCVl17YzcuJosrS/toZElA61vn7zuuOSePaSdL2+tk1wt3rFYUlPz5LuverarMPyX/6RsDCTdOpW0yYIRHlMXClp3b6qtTw1JUNWrzwslatFS5MW2Z9XYnyqbF5/QmrXjZE6DWKt5Vg/rGejZuWlSvVoa/nBfYlycH+itGxTWWLLX9l+8JdtWvPXKZW2kpiYKJs2bbKpp/3796t9U1e7dm11EbRz505JS0uzljds2FDKlCmj9gHjQdW8eXN14OnL1bVp00ZdiG3fvt3m4Gvbtq16P+O+Gh4eLi1atFD79r///mstj46OlkaNGsnJkyfVcaTLa9/jNhX+NmFfwvEdUaO6xGsWWRF/WppEl5VmZcpaX3/wYoqsTzwrbWLipE5kaWv5jvNJsiM5Sa4tV0EqhZeyluO1+JuelapIdIns42nFmVNyKj1Nbq9aQwXTusUnj8mlrCzpW72WzTYtOHpISplMcnPlatayTItFFhw7LBXDwqVbhUrW8uTMDFl88rjUiiwt7WLLWctPpV3ym22qXDpK+g4fbj2+C2Pf0+u7TNVqsic4SY5ZkqVTiRoSGVTS+voNmcckQbsk3UvUkZCg7G1alXlI0rUsuSG0ns02Lc04IGFBJulcIntbzZpFfs08ILFBpeTqEtnbelG7LKsyD0vV4GhpZqpoLU+wpMqGrONSJyRG6oXEWcuPm5Nlu/m0NA2pIFVDss/lB8wJcsCcKK1NVSQuOPtcviPrtN9sU6uYWnKdob4L4xyB5aC+a5eOkxTZIMGWkhJ3sa31tZagLDkbtVpCzWWkbGpza3lWSKokRm6S8MwKEpXWwFp+2XROzkfskIjL1SXycvb3XFroKbkQvl+i0utKeEb2cXmx5GFJDTsi0ZeaSMmsGGv5hfB9khZ6WmJSW4nJnF1/SRHbJcOUJHEp7SVYyw7ZEiI3iiX4spS/cI1NPcVH/eU329QgsrsMH97KWt95nctRr64K0oyXPS5KT0+XAQMGyDfffKOCWlwp6Ysx5uLaR995wYmpSpUqsmbNGunQoYO1fMSIEfLHH3/I+vXrbV6fkpKiPoz33ntPevXqpcoeeughlZawaNEil1tuq1Wrpj5cdIZz5WofrcsdO3aUjq37S1TpCn7TyhmILbdJyadk3dbPVMt+y5Ytfb5FMBBbOQNtm7Zs2SKdOnWSuoMelvBKFf2qlTPQWm7TTp6Sw7PmyurVq9XxXRj7Hr4wUd9txz8oETXL+VUrZ6C13F48dEY2j/vCWt+FcY5AQxjqe8j73aVK/dJ+08oZiC23J/alyDuDl1vrO69zeVJSksTGxqoLFD1e82jL7ahRo+Tbb7+VV155RQWhXbt2lU8++UQqVaqkOoAhSP3000/zvdy4uDi1EWfOnLEpx+8VK2Zf/ekOHjyoOpL17t3bWqafwPAFhk5ouGo3KlmypHrYw+vxMNIPIHs4eHAVkZVltgZvgADMep/DwPgad8tx/Oar3KKJ+b/b9kYIZsVBudN194Nt0m9f2deffkDYc1Zu//fulGPfcFTubF/Kbzm3qWi2Ccc3Wg9L/PfFib3R4qAdAAGeo0t4BHKSj/LMfJRr+Sx3tu7+sk2oC/vj25P7nl7fWRrCriuu/M/Buea/AK8g5Vo+y/XAz9VyZ+vuL9vkqL49eY7Q69siWdZ4y+EeH6R5qNzRliJudPz5Oi933Fjo+GgVv9gm1IGj+s7vOd5jQ4EtXLhQdfh64YUXpEmTJqoMLa7Ijf3pp5/UbQEM55VfaI5u3bq1LF++3CZYxe/GllzjLYgdO3aoKzH9ceutt0q3bt3U/9EiS0RERETFh1stt/Hx8XL11Ver/yMHClJTU22GCkMnr/fffz/fy8YwYEh5QI4F3gMtwVi2PnoC8ngRSCN3FuPgNm3a1ObvEViDfTkRERERBT63glt08EKOKpQqVUrKli2rUgD09ADksSIv1x39+vVTif9jxoyR06dPqzyMJUuWWDuZHT161OHtJSIiIiIit4JbTK6AUQqQlgAIal9//XWVc4s0grfeekvat2/v9ko99dRT6uHIypUrvTYGLxERERH5NreaQIcMGaKG4tBHHZg4caJKB3jwwQdVSgGGZXnnnXc8va5ERERERJ5vub3mmmvUQ4eOW3v27FGdu9B7ER298tOrjYiIiIjIEzwWgSIPFoNrExERERH5VXC7atUql17XuXNndxZPRERERFR0wS0mbTDORGYPM4bg+fzOUEZEREREVOTB7YIFC6z/x7BfjzzyiBq6q1mzZgVaGSIiIiKiIg9uMUmDTh/vFikI1113XYFWhoiIiIioIDgbAhEREREFDAa3RERERBQwPBbc5tbBjIiIiIjIZ3NuS5cunSOYveWWW9QEDjo8n5ycXPA1JCIiIiIq7A5lbKklIiIiooAIbufOnev5NSEiIiIiKiB2KCMiIiKi4t1y++mnn7r0uv79+7uzeCIiIiKiogtuH3roIWvOLabadQTPM7glIiIiIp8Pbps2bSo7d+6Um266ScaOHSvly5f3/JoRERERERVFzu22bdtkzpw5KsDt3r276mAWFxcnNWrUsHkQEREREfl8cIuUgwEDBsj+/ftl3LhxMn36dKlTp47MmDFDsrKyPL+WRERERESFPVpCaGioPPvss3Lw4EF5+OGH5YUXXpCGDRvK/PnzC7JYIiIiIqKiC26PHj1q8zh//rw8/vjjsmzZMqlbt67cd9990qZNG/fWiIiIiIioKDuU1axZ0+kMZfroCVu3bnV3nYiIiIiIii64nT17NqffJSIiIqLAGeeWiIiIiMjXcPpdIiIiIireLbdDhgzJ8zVIW5g2bZo7iyciIiIiKrrgFuPaInh1NvUuMLglIiIiIr9IS6hfv76ULFlS7r//fvntt9/EYrHkeJjNZs+vLRERERGRp4PbvXv3yvLlyyUsLEzuuOMOqVWrlowfP16OHDnizuKIiIiIiLzboaxDhw7y0UcfyenTp9UUvCtXrlQTOPTo0UPS09M9s3ZERERERIWdc2sUHh6uZiTDz3PnzsmKFSskLS1NteoSEREREfnNUGCYhQwjJ1SqVEmGDRsmPXv2lF27dknZsmU9t4ZERERERIXZcvvOO+/InDlzZPfu3XLzzTerGcvwMyQkxJ3FEfm8o0ePSkJCgrdXg0QkLi5Oqlev7u3VICKiQApu0UqLNITbb79dKlSooEZMwMOIQ4FRIAW2DRo2lPS0NG+vColIWHi47Nu7lwEuERF5NucWebULFixw+jyDWwoUaLFFYFu/Wx8pVbact1enWLuUdFb2r/hG1QmDWyIi8lhwi3FsiYobBLaRcZW9vRpERERUWB3KiIiIiIgCZiiwnTt3ys8//yyHDx9Wv9esWVN69eolzZo189T6EREREREVbnB7+fJleeyxx+Szzz4TTdMkODjYmq4wcuRINS3vxx9/LKGhoe4snoiIiIio6NISXnjhBfn0009l8ODBsmfPHjUjGQJe/P/xxx+Xzz//XEaMGOHeGhERERERFWXLLYLXBx98UKZPn25T3qBBA5kxY4ZcuHBBvebtt992d72IiIiIiIqm5TYzM1Pat2/v9PmOHTtKVlaWO4smIiIiIira4BbT7P76669On1+yZInccMMN7q8VEREREVFRpSVMnDhR7r77brnzzjvlySeflLp166ryAwcOqLSEI0eOyPz58+XcuXM2fxcTE+PO2xERERERFV5w26hRI/Vzx44d8v3339s8h9EToHHjxjn+zmw2u/N2RERERESFF9yOGTNGTa9LREREROT3we24ceM8vyZERERERL4w/W5ycjJTDoiIiIjIf4PbTZs2yY033iilSpWS2NhY+eOPP1R5QkKC3HbbbbJy5UpPricRERERUeEEt2vWrJFrrrlGjY7wwAMPqGl3dXFxcaol94MPPnBn0URERERERRvcjho1So2YsHv3bnn11VdzPN+tWzdZv369+2tFRERERFRUwe3GjRtl4MCBUrJkSYejJlSpUkVOnz7tzqKJiIiIiIo2uC1RooRNKoK9EydOSGRkpPtrRURERERUVMFt+/btZeHChQ6fS01NlTlz5kiXLl3cWTQRERERUdEGt+PHj1ejJdx8883yyy+/qLJt27bJxx9/LK1bt5azZ8/K6NGj3V8rIiIiIiI3uDWJQ7t27eTnn3+WwYMHS//+/VXZc889p37WqVNHPde8eXN3Fk1EREREVPTj3F533XWyb98+2bJli8yfP1/mzZsnGzZskP379xc4JWHGjBlSs2ZNCQsLU4E0luvMt99+K23atJEyZcpIRESEtGzZUj777LMCvT8RERERFaOW21WrVqmhwMqVK6eCSTw8BYHys88+KzNnzlSB7dtvvy09e/ZUgXT58uVzvD4mJkZeeukladiwoYSGhspPP/2kRnLAa/F3RERERFR8uNVyi3Fsly1b5vm1EZE333xTBg0apALUxo0bqyAXs6DNnj3b4eu7du0qd9xxhwq2kRIxdOhQlRLx119/Fcr6EREREVGAtdxqmub5NRGRjIwM2bx5s4wcOdJaFhwcLD169JC1a9e6tF6///67auWdPHmyw9dcvnxZPXQXLlxQP7OystRDf088MNyZccgzvRzvg1ZikylEQkzBYjFbBB9JSEiQiGHcX2u5yfYawpx1ZZn5Kcdig0MM5ZomZrPmvDw4SIKDs9dFs2hisWiqDM9Z19GiqeecrruPbxOYTCZVT/b1ZzabbfZVZ+UhISFqvGb9743lVz4ji6rvEiHBYgoOkiz9fQ3rAihHSYhxHbGtKA8SCQnKWY6XBhs/Xw0PlAep57LLNfUclm18V7OmXakP+3LUq5N1dLbu/rBNgLow1rdeT6hXI2fl2F9Q/8Zy1D9erx/zqr6Dg8WE/QLrjuUZt+m/9USZcc9GGZ7D3wW5UI5lY6tK2I0X7qw8U7tSHyYXyvH3jtbdWbmvbpOxvu3rSeesPK9zOfYBvb5NQSHq/bCO+J9xq8xiuXI82bUHZalPIH/l6ngylONTMYvmtDxYUB/GesLn7rzc2br7yzYZ69vT53JjfQcj/PnvT4PkyvPW9Qwy4x+1loZS0YIsLpervV2VY6uMx59FJEiTIA2vzU+53TqK2fG6OysP8r1tQh0Y6zuvc7l9vXo8uC0sCQkJaqMqVKhgU47f9+7d6/TvMN0vJo5A0IoP4b333pPrr7/e4WsnTZqkRnuwt3XrVpWzC0i3QCvwoUOH1MgPuqpVq6oHAuLhw4dLTJlqYjKVlF3bzsiJo8nS/toaElE61Pr6zeuOS+LZS9L1+to2wd3qFYclPT1Luveqa7MOy3/5R8LCTNKpW02bIBDlMXGlpHX7qtby1JQMWb3ysFSuFi1NWmR/XonxqbJ5/QmpXTdG6jSItZZj/bCejZqVlyrVo63lB/clysH9idKyTWWJLX9l+8FftmnNX6dU+kliYqIawcNYT8j/xr6hq127tkpX2blzp6SlpVnLkdKCnG3sA8aDCncAcOBh2ajvqIo1xBQaJj9uPSLhoSbp0aSK9bVZFov8uPWolIsKl071stc9JT1Dftt1UqrHRkqrGnHW8vgLabL6wBmpX6mMNKpUxlp+OCFFth5JlBbVY6RmXGlr+Z5T52XvyfPSvk55KR8Vbi3fciRBjiRclG6NKknpsOx6wrLxHr1aVBNTcHY9/bbrhKRlZEnvq2rY1JO/bFNKgqi7M8b61utJ/12HXHxcMG/fvt1ahvND27Zt1X5hPKeEh4dLixYt1DlIr++IGtUlXrPIivjT0iS6rDQrU9b6+oMXU2R94llpExMndSKzt2nH+STZkZwk15arIJXCS1nL8Vr8Tc9KVSS6RPY2rThzSk6lp8ntVWuoYFq3+OQxuZSVJX2r17LZpgVHD0kpk0lurlzNWpZpsciCY4elYli4dKtQyVqenJkhi08el1qRpaVdbDlr+am0S36zTZVLR0nf4cOt9W2sp3///df6+ujoaHX37uTJk3L8+HFreV7ncpwj9PouU7Wa7AlOkmOWZOlUooZEBpW0vn5D5jFJ0C5J9xJ1JCQoe5tWZR6SdC1LbgitZ7NNSzMOSFiQSTqXyN5Ws2aRXzMPSGxQKbm6RPa2XtQuy6rMw1I1OFqamSpayxMsqbIh67jUCYmReiHZx9lxc7JsN5+WpiEVpGpI9rn8gDlBDpgTpbWpisQFZ5/Ld2Sd9pttahVTS64z1Lenz+VYJpaD+q5dOk5SZIMEW0pK3MW21tdagrLkbNRqCTWXkbKp2R3js0JSJTFyk4RnVpCotAbW8sumc3I+YodEXK4ukZezv+fSQk/JhfD9EpVeV8Izso/LiyUPS2rYEYm+1ERKZsVYyy+E75O00NMSk9pKTObs+kuK2C4ZpiSJS2kvwVp2yJYQuVEswZel/IVrbOopPuovv9mmBpHdZfjwVtb6zutcjnp1VZDmRjMsrpg6d+6sdjCnCw4KklmzZuVruTgxIUhds2aNdOjQwVo+YsQI+eOPP5xO6YuoHye6ixcvyvLly2XixImyaNEilbLgSstttWrV1IcbFRXl0tU+Wpc7duwoHVv3l6jSFfymlTMQW26Tkk/Juq2fqZZ9Pffb01f7qO9OnTpJi9selYjYSn7TyhmILbcpCSdl90+zZfXq1db69nTLLTrJor7rDnpYwitV9KtWzkBruU07eUoOz5prre/CaLnFFybqu+34ByWiZjm/auUMtJbbi4fOyOZxX1jruzBabv/++29V30Pe7y5V6pf2m1bOQGy5PbEvRd4ZvNxa33mdy5OSkiQ2NlZdoOjxmsdbbnfv3i1Hjhxx+ryjaXnzEhcXpzbizJkzNuX4vWLF7Ks/e9jJ69a90mKID2jPnj2qhdZRcIspg/Gwhy88POyXi4ejbcNVRFaW2Rq8AQIw630OA+Nr3C3H8ZuvcotmvY1rhGBWRRT27+ls3f1gm/TbV/b1px8Q9pyV2/+9DstGfWeaLdYgUL2vg3XRnJVrV77c7emBX87yK4GfPUfbn1t5lgfKfW2bUBeO6ttZ/TkqxzHsqFw/5lV9WyxS4r/twN7oaJsQ4Nmehq9w9LnkVp6Zj3Itn+XO1t1ftslRfTs7N+e3HOcCvb6zNIRdV1z5n4NzzX8BXkHKtXyW64Gfq+XO1t1ftslRfXvqXI5yvb4tkmWNtxzu8UGah8odbSniRsefr/NyR0elk3UX/9gm1IGj+s7PudzjwS1GMbjvvvvEk9AcjUkg0Pp6++23qzJcbeP3p556yuXl4G+MrbNEREREVDz4VM4tYBiwAQMGqByLq6++WgXRmNIXoycAJo1A6gJaZgE/8VrkVSGgxQQSGOf2/fff9/KWEBEREZEU9+C2X79+KvF/zJgxcvr0aZVmsGTJEmsns6NHj9rcXkLg+8QTT6hOBOhsgITyzz//XC2HiIiIiIoXt4LbsWPHFur0ukhBcJaGsHLlSpvfX375ZfUgIiIiInI7uDVCz7XIyEinyd1ERERERD47QxlgHLIbb7xRzR6GoRkwVBdg/MHbbrstRwsrEREREZFPBrcYh/aaa66RAwcOyAMPPGAzfiCG80JL7gcffODJ9SQiIiIiKpzgdtSoUWo2GIx1++qrr+Z4vlu3bk4nXCAiIiIi8qngduPGjWpoLkyG4GiyBgzVhZEOiIiIiIh8PrgtUaKETSqCvRMnTqgOZkREREREPh/ctm/fXhYuXOjwOYw7O2fOHOnSpUtB142IiIiIqPCD2/Hjx6vREm6++Wb55ZdfVNm2bdvk448/VtPnYhKG0aNHu7NoIiIiIqKiHee2Xbt2aprbwYMHq+lw4bnnnlM/MQ0univMSR6IiIiIiDw6/e51110n+/btk7///lsNCYYcXAS2aLl11MmMiIiIiMhng1tdy5Yt1YOIiIiIyG9nKMvN999/L7Vr17Y+9JQFIiIiIiKfa7lFSkJuzpw5I0eOHJHff/9d/V6hQgX31o6IiIiIqLCD25UrV0rVqlUlOjra4fMpKSnqJ4cDIyIiIiK/yLl97bXX5L777nP43Oeffy4DBgwoyHoREREREflGzi1HSyAiIiIivwpuMRNZUlKSpKWleXaNiIiIiIiKOrh9/PHHJS4uTiIjIyUsLEzq168v999/v8yfP18yMjLcXSwRERERUdHm3I4dO1b9zMzMlPT0dElISJDDhw+rmcm++uorKVmypPtrRERERETkjeDWntlsll9//VW16p44cUI+++wz0TRNzVzWqVMnd9eRiIiIiKjoO5SFhITITTfdJK+//rpUr15dxowZowLhb7/91pNvQ0RERERUONPvOtKvXz/1ICIiIiLy+6HAiIiIiIi8gcEtEREREQUMBrdEREREFDAY3BIRERFRwGBwS0RERETFO7idMGGC7Ny50/NrQ0RERERU1MHtuHHjZPv27QV5XyIiIiIij2NaAhEREREFDLeD26CgIM+uCRERERGRt2YoGzZsmLz00ku5Br8HDx50d/FEREREREUX3DZs2FBq167t7p8TEREREflOcPvYY4/Jfffd59m1ISIiIiIqAHYoIyIiIqKAweCWiIiIiIp3WsKKFSukUaNGnl8bIiIiIqKiDm67dOlSkPckIiIiIvKd4Pa6667L8zUYCmz58uXuLJ6IiIiIqOiC2/j4eOskDmazWfbt2yc1atSQiIgI99aCiIiIiMhbwe3OnTut/09ISJDy5cvLxx9/7FKLLhERERGRz46WwGl4iYiIiMhXcCgwIiIiIgoYDG6JiIiIqHjn3L755pvW/1+6dEmlJixYsED+/vtvaznKnnnmGc+sJRERERFRYQW3zz//fI6yDz74wOZ3BrdERERE5BfB7aFDhzy/JkRERERE3ghuMaYtEREREVFABLe6EydOyKpVq9SkDn369JGqVauqSR2Sk5MlOjpaQkJCPLemRERERESFMVqCpmny7LPPSq1ateT+++9X/9+/f7967uLFi1KzZk1599133Vk0EREREVHRBrevv/66TJs2TXUsW7ZsmQp2dWixvfPOO+Wbb75xf62IiIiIiIoquP3oo4+kf//+8uqrr0rLli1zPN+8eXNrSy4RERERkU8Ht8eOHZOOHTs6fT4iIkIuXLhQkPUiIiIiIiqa4LZ8+fIqwHVm8+bNUr16dXcWTURERERUtMEtcmpnzpwp//77r82kDbB06VKZO3eu9O3b1/21IiIiIiIqquB2/PjxUqlSJZVvi9xbBLaTJ0+Wa665Rnr16qVybkeNGuXOoomIiIiIija4xYgI69atkxEjRqixbsPCwuSPP/6Q8+fPy9ixY+XPP/+UUqVKub1SM2bMUMOJYbnt2rWTDRs25Nq57dprr5WyZcuqR48ePXJ9PREREREFLreCWwgPD5f//e9/8vfff0tqaqqkpaXJzp07ZcyYMeo5d82fP1+Nm4sgecuWLdKiRQvp2bOnmijCkZUrV8q9994rK1askLVr10q1atXkhhtuUEE3ERERERUvbge3heXNN9+UQYMGycCBA6Vx48YqtxetwLNnz3b4+i+++EKeeOIJlSLRsGFD+fjjj8Viscjy5cuLfN2JiIiIyA+n33344YfzfA3ycGfNmpWv5WZkZKiRFkaOHGktCw4OVqkGaJV1xaVLlyQzM1NiYmIcPn/58mX10OlDlmVlZamH/p54IEjGw7gueGDSitDQUDGZQiTEFCwWs0Uwj0VISBA23Pp6a7nJ9hrCnHVlmfkpx2KDQwzlmiZms+a8PDhIgoOz10WzaGKxaKoMz1nX0aKp55yuu49vE5hMJlVP9vWHqaCNE4w4K8c00dhf9b83ll/5jCyqvkuEBIspOEiy9Pc1rAugHCUhxnXEtqI8SCQkKGc5Xhps/Hw1PFAepJ7LLtfUc1i28V3NmnalPuzLUa9O1tHZuvvDNgHqwljfej2hXo2clWN/Qf0by1H/eL1+zKv6Dg4WE/YLrDuWZ9ym/9YTZcY9G2V4Dn8X5EI5lo2tKmFYdm7lmdqV+jC5UI6/d7Tuzsp9dZuM9W1fTzpn5Xmdy7EP6PVtCgpR74d1xP+MW2UWy5Xjya49KEt9AvkrV8eToRyfilk0p+XBgvow1hM+d+flztbdX7bJWN+ePpcb6zsY4c9/fxokV563rmeQGf+otTSUihZkcblc7e2qHFtlPP4sIkGaBGl4bX7K7dZRzI7X3Vl5kO9tE+rAWN95ncvt69XjwS1GQ8AOhBQAfZQEe87Kc5OQkKA2qkKFCjbl+H3v3r0uLeOFF16QypUrq4DYkUmTJqkOcfa2bt2qxueFcuXKSZ06deTQoUNy9uxZ62uqVq2qHgiIhw8fLjFlqonJVFJ2bTsjJ44mS/tra0hE6VDr6zevOy6JZy9J1+tr2wR3q1cclvT0LOneq67NOiz/5R8JCzNJp241bYJAlMfElZLW7atay1NTMmT1ysNSuVq0NGmR/XklxqfK5vUnpHbdGKnTINZajvXDejZqVl6qVI+2lh/clygH9ydKyzaVJbb8le0Hf9mmNX+dUmkriYmJsmnTJpt6wkQiycnJ1tfXrl1bDWOH9Bmk0ejQ4l+mTBm1DxgPKnSMxIGHZaO+oyrWEFNomPy49YiEh5qkR5Mq1tdmWSzy49ajUi4qXDrVy173lPQM+W3XSakeGymtasRZy+MvpMnqA2ekfqUy0qhSGWv54YQU2XokUVpUj5GacaWt5XtOnZe9J89L+zrlpXxUdtrPliMJciThonRrVElKh2XXE5aN9+jVopqYgrPr6bddJyQtI0t6X1XDpp78ZZtSEkSGDh1qU996Pem/69q0aaMumLdv325zkmzbtq3aL4znFKRSIQUK5yC9viNqVJd4zSIr4k9Lk+iy0qxMWevrD15MkfWJZ6VNTJzUiczeph3nk2RHcpJcW66CVArP7neA1+JvelaqItElsrdpxZlTcio9TW6vWkMF07rFJ4/Jpaws6Vu9ls02LTh6SEqZTHJz5WrWskyLRRYcOywVw8KlW4VK1vLkzAxZfPK41IosLe1iy1nLT6Vd8pttqlw6SvoOH26tb2M9GUfrQT+QRo0aycmTJ+X48ePW8rzO5ThH6PVdpmo12ROcJMcsydKpRA2JDCppff2GzGOSoF2S7iXqSEhQ9jatyjwk6VqW3BBaz2ablmYckLAgk3Qukb2tZs0iv2YekNigUnJ1iextvahdllWZh6VqcLQ0M1W0lidYUmVD1nGpExIj9UKyj7Pj5mTZbj4tTUMqSNWQ7HP5AXOCHDAnSmtTFYkLzj6X78g67Tfb1CqmllxnqG9Pn8uxTCwH9V27dJykyAYJtpSUuIttra+1BGXJ2ajVEmouI2VTm1vLs0JSJTFyk4RnVpCotAbW8sumc3I+YodEXK4ukZezv+fSQk/JhfD9EpVeV8Izso/LiyUPS2rYEYm+1ERKZmU3wl0I3ydpoaclJrWVmMzZ9ZcUsV0yTEkSl9JegrXskC0hcqNYgi9L+QvX2NRTfNRffrNNDSK7y/Dhraz1nde5HPXqqiDNeNnjoieffFLd/seOhGDxpptuEk/AialKlSqyZs0a6dChg7UcHdfQYW39+vW5/v1rr70mU6ZMUXm4+JBcbblFkI4PNyoqyqWrfbQuYxKLjq37S1TpCn7TyhmILbdJyadk3dbPVMu+Pluep6/2Ud+dOnWSFrc9KhGxlfymlTMQW25TEk7K7p9my+rVq6317emWW+T6o77rDnpYwitV9KtWzkBruU07eUoOz5prre/CaLnFFybqu+34ByWiZjm/auUMtJbbi4fOyOZxX1jruzBabtFPCPU95P3uUqV+ab9p5QzEltsT+1LkncHLrfWd17k8KSlJYmNj1QWKHq95tOUWoxmg0xeG+7r11lulc+fOaigwtIgURFxcnNqIM2fO2JTj94oVs6/+HJk6daoKbn/77TengS2ULFlSPezhCw8PI/0AsoeDB1cRWVlma/AGCMCs9zkMjK9xtxzHb77KLZr1Nq4RglkVUdi/p7N194Nt0m9f2deffkDYc1Zu//c6LBv1nWm2WINA9b4O1kVzVq5d+XK3pwd+OcuvBH72HG1/buVZHij3tW1CXTiqb2f156gcx7Cjcv2YV/VtsUiJ/7YDe6OjbUKAZ3savsLR55JbeWY+yrV8ljtbd3/ZJkf17ezcnN9ynAv0+s7SEHZdceV/Ds41/wV4BSnX8lmuB36uljtbd3/ZJkf17alzOcr1+rZIljXecrjHB2keKne0pYgbHX++zssdHZVO1l38Y5tQB47qOz/nco93KMOtHoxsgNZU7GDt27dXEzccOHDA3UWq5ujWrVvbdAbTO4cZW3LtobV24sSJsmTJEtV8TURERETFU4FHS0AwumzZMvnll19UDlSTJk1k8ODBcvr0abeWhxZhjF37ySefyJ49e9SyMNQYRk8ATBph7HCGFuPRo0er0RQwNi7eF4+LFy8WdNOIiIiIyM+4lZbw6aefOiwfMmSIzJs3Tz744AP5/PPPJSUlJd/L7tevn0r8x3i5CFKRh4EWWb2T2dGjR21uL73//vuqWfuuu+6yWQ7GyR03bly+35+IiIiIillw+9BDD7k0JJe7nnrqKfVwBJ3FjA4fPuz2+xARERFRYHEruMWwKkREREREARHc1qhhO0YmEREREZHfBrd5wcDKmEZX16xZM3nmmWcK462IiIiIiAqnQ5lux44darQDjGxAREREROTzHcowCHpuk5vh+Tlz5hRk3YiIiIiICj+43bhxY67PY/rcYcOGubNoIiIiIqKiDW4xcUNuEhIS3F0fIiIiIiLvzVBGREREROQrGNwSERERUfFOSzh37lyuz1+4cMHd9SEiIiIiKtrgNi4uTo2GQERERETk98HtmDFjGNwSERERUWAEt+PGjfP8mhARERERFRA7lBERERFR8W65nTBhQp6vQdrC6NGj3Vk8EREREVHRpiXoObfOpuBlcEtEREREfpGW0KtXLxXU4uf27dvFYrHkeJjNZs+vLRERERGRp4PbxYsXy8qVKyUxMVGuuuoqGThwoBw/ftydRREREREReb9DWefOnWXt2rUyf/58WbdundSvX1+GDx8uSUlJnls7IiIiIqKiHC3hzjvvlF27dsnbb78t8+bNkzp16sjkyZMlPT29oIsmIiIiIir8DmWrVq3KUdawYUP56KOPZNq0aTJq1CiZPn26HDt2zJ3FExEREREVXXDbtWtXmxnK0LnMfvSEkydPurdGRERERERFGdyuWLHC3fcjIiIiIvKt4LZLly6eXxMiIiIiIm8Et7rMzEzZuXOnyq1NS0uTypUrS5s2bSQ8PLyg60VEREREVDTBLfJqp0yZokZIiI+Pt+bZIu8Wge2wYcPUFL3BwQUejIGIiIiIqHCD2+eff14Ftvfcc48aCqxKlSqq/MSJE/Ldd9/Jq6++KhcvXlSvISIiIiLy6eD2448/lv79+8ucOXNyPNenTx8pUaKEeo7BLREREREVJbfyBsqVK6em3XUGz+E1REREREQ+H9zOmjVLTdiwefPmHM9t2rRJtew6atUlIiIiIvKJtAR0DjNO3ABXX311rhM9GOFvs7Ky3FlHIiIiIiLPBrdPPPGEzSxkCxYskDp16kjr1q1tXofW3H///VfuuuuuHMEwEREREZFPBLfTp0+3/n/o0KHStm1b+eGHH3IM92WxWKR3796qU9lbb73l2bUlIiIiIvJ0zu3s2bPlxhtvdDiOLcp69eql8nKJiIiIiHw+uK1UqZLqNHb+/Pkcz6EMnc0qVqzoifUjIiIiIirccW7fffddueOOO6RmzZrSuXNn6yQOJ0+elFWrVqmpeDGZAxERERGRzwe3PXv2lF27dqlJGn7//XcV0Kanp6sW3VtvvVXNYNasWTPPry0RERERkaeDW6hVq5ZMmzbN3T8nIiIiIvKd4FaXlJQkx44dU6kIlStXlmrVqnlmzYiIiIiIiqJDGcyfP19atWolcXFxarrdjh07qhxctOiisxkRERERkV+03E6ZMkVGjhypAlr8X+9QduLECVm0aJE89thjEh8fL6NGjfL0+hIREREReTa4ff3119VEDQhk7T333HNy2223qQkcGNwSERERkc+nJYSGhsoNN9yQ62gKeA0RERERkc8Ht2iVff/99+Xo0aM5njty5IjMnDmTIykQERERke+mJdSuXdvm94SEBGnSpImUK1fOpvzs2bMSEhIiI0aMUA9dUFCQHDx40BPrTERERERUsOC2cePGKkDVbdiwQSIjI1W50e7duyU1NVUFvkREREREPhnc/vTTT9b/v/baa6rl9rfffpOIiAib1128eFGuv/56NS3v8OHDPbu2RERERESezrnF8F/9+/fPEdgCWnPx3KRJk9xZNBERERFR0Qa3CGC/+uoryczMzPFcVlaWeg6vISIiIiLy+XFuX3nlFXnooYekUaNGctNNN1kncTh58qT8/PPPquPY7NmzPb2uRERERESeD24ffPBBNXoC0hPmzJmjOpBBiRIlpH379jJ9+nQ11i0RERERkc8Ht9CpUyf5/vvv1f/Pnz8v6enpEhcXJyaT24skIiIiIioQj0SiZcqU8cRiiIiIiIiKvkMZXL58WeXetmzZUnUew6NFixYyYcIEuXTpUsHWioiIiIioqIJbjGV7zTXXyOjRoyU0NFQFs8i1hXHjxqn/JyUlubNoIiIiIqKiDW4nTpwoO3fuVJM4YHQEGDVqlGzbtk3l4e7Zs0cFuUREREREPh/cLly4UB577DG57rrrbKbkhd69e6tJHL777ju3VmjGjBlSs2ZNCQsLk3bt2qlpfp3ZtWuX9OnTR70e6/H222+79Z5EREREVIyD2xMnTkiTJk2cPo+gND4+Pt/LnT9/vjz77LMyduxY2bJli8rhxZBizpaFdAgMSYbpgCtWrJjv9yMiIiKiwOJWcIshv3LLqU1MTJTy5cvne7lvvvmmDBo0SAYOHCiNGzeWmTNnSqlSpZxOCNG2bVt5/fXX5Z577pGSJUvm+/2IiIiIKLC4NRTYtddeK0uXLpURI0ZIdHS0rFixQrWy6n744Qfp3LlzvpaZkZEhmzdvlpEjR1rLgoODpUePHrJ27VrxFIzygIfuwoUL1mmD8dDfFw+LxaIexvXBQ9M01ZHOZAqREFOwWMwW0TSRkJAgEUOahrXcZHsNYc66ssz8lGOxwSGGck0Ts1lzXh4cJMHB2euiWTSxWDRVhues62jR1HNO193HtwkwtjLqyb7+zGazqiuds/KQkBCV1qL/vbH8ymdkUfVdIiRYTMFBkqW/r2FdAOUoCTGuI7YV5UEiIUE5y/HSYOPnq+GB8iD1XHa5pp7Dso3vata0K/VhX456dbKOztbdH7YJUBfG+tbrCfVq5Kwc+wvq31iO+sfr9WNe1XdwsJiwX2DdsTzjNv23nigz7tkow3P4uyAXyrFsbFUJu/QuZ+WZ2pX6MLlQjr93tO7Oyn11m4z1bV9POmfleZ3LsQ/o9W0KClHvh3XE/4xbZRbLlePJrj0oS30C+StXx5OhHJ+KWTSn5cGC+jDWEz535+XO1t1ftslY354+lxvrOxjhz39/GiRXnreuZ5AZ/6i1NJSKFmRxuVzt7aocW2U8/iwiQZoEaXhtfsrt1lHMjtfdWXmQ720T6sBY33mdy+3r1ePB7RtvvKGm2FULMJmkS5cu1uewkkgTqFevXr6WmZCQoDaoQoUKNuX4fe/eveIpkyZNkvHjx+co37p1q0RERKj/lytXTurUqSOHDh2Ss2fPWl9TtWpV9UBAPHz4cIkpU01MppKya9sZOXE0WdpfW0MiSodaX7953XFJPHtJul5f2ya4W73isKSnZ0n3XnVt1mH5L/9IWJhJOnWraRMEojwmrpS0bl/VWp6akiGrVx6WytWipUmL7M8sMT5VNq8/IbXrxkidBrHWcqwf1rNRs/JSpXq0tfzgvkQ5uD9RWrapLLHlr2w/+Ms2rfnrlEpdwd2CTZs22dTT/v37JTk52fp6pLDgjgI6Q6alpVnLGzZsqMZqxj5gPKiaN2+uDjwsG/UdVbGGmELD5MetRyQ81CQ9mlyZdhqyLBb5cetRKRcVLp3qZa97SnqG/LbrpFSPjZRWNeKs5fEX0mT1gTNSv1IZaVQpe5zowwkpsvVIorSoHiM140pby/ecOi97T56X9nXKS/mocGv5liMJciThonRrVElKh2XXE5aN9+jVopqYgrPr6bddJyQtI0t6X1XDpp78ZZtSEkSGDh1qU996Pem/69q0aaMumrdv325zksQdH+wXxvNKeHi4ukDHeUiv74ga1SVes8iK+NPSJLqsNCtT1vr6gxdTZH3iWWkTEyd1IrO3acf5JNmRnCTXlqsglcJLWcvxWvxNz0pVJLpE9jatOHNKTqWnye1Va6hgWrf45DG5lJUlfavXstmmBUcPSSmTSW6uXM1almmxyIJjh6ViWLh0q1DJWp6cmSGLTx6XWpGlpV1sOWv5qbRLfrNNlUtHSd/hw631baynf//91/p6NLJgOnhMAX/8+HFreV7ncpwj9PouU7Wa7AlOkmOWZOlUooZEBmXfDdyQeUwStEvSvUQdCQnK3qZVmYckXcuSG0Jtv++WZhyQsCCTdC6Rva1mzSK/Zh6Q2KBScnWJ7G29qF2WVZmHpWpwtDQzZafXJVhSZUPWcakTEiP1QrKPs+PmZNluPi1NQypI1ZDsc/kBc4IcMCdKa1MViQvOPpfvyDrtN9vUKqaWXGeob0+fy7FMLAf1Xbt0nKTIBgm2lJS4i22tr7UEZcnZqNUSai4jZVObW8uzQlIlMXKThGdWkKi0Btbyy6Zzcj5ih0Rcri6Rl7O/59JCT8mF8P0SlV5XwjOyj8uLJQ9LatgRib7UREpmxVjLL4Tvk7TQ0xKT2kpM5uz6S4rYLhmmJIlLaS/BWnbIlhC5USzBl6X8hWts6ik+6i+/2aYGkd1l+PBW1vrO61yOenVVkGa87PEinJSqVKkia9askQ4dOljL0Tr8xx9/yPr163P9e3QqGzZsmHrkt+W2WrVq6sONiopy6WofLcwdO3aUjq37S1TpCn7TyhmILbdJyadk3dbPVOs+xlwGT1/to74xI1+L2x6ViNhKftPKGYgttykJJ2X3T7Nl9erV1vr2dMst8v1R33UHPSzhlSr6VStnoLXcpp08JYdnzbXWd2G03OILE/XddvyDElGznF+1cgZay+3FQ2dk87gvrPVdGC23f//9t6rvIe93lyr1S/tNK2cgttye2Jci7wxebq3vvM7lSIeNjY1VFyh6vObxGcoQFL711luyePFiOXLkiCqrUaOG3HLLLSrAzOuNHeXxYgPOnDljU47fPdlZDLm5jvJz8YVnP3WwfgDZw8GDq4isLLM1eAMEYNb7HAbG17hbjuM3X+UWzXob1wjBrIoo7N/T2br7wTbpt6/s608/IOw5K3c2dTSWjfrONFusQaB6Xwfrojkr1658udvTA7+c5VcCP3uOtj+38iwPlPvaNqEuHNW3s/pzVI5j2FG5fsyr+rZYpMR/24G90dE2IcCzPQ1f4ehzya08Mx/lWj7Lna27v2yTo/p2dm7ObznOBXp9Z2kIu6648j8H55r/AryClGv5LNcDP1fLna27v2yTo/r21Lkc5Xp9WyTLGm853OODNA+VO9pSxI2OP1/n5Y6OSifrLv6xTagDR/Wdn3O5RzuUoZX1qquuUrf3MaEDroLwSE1NVePbtmrVSk6dOpWvZaIpunXr1rJ8+XJrGa608buxJZeIiIiIyKMtty+88IKcPn1afvrpJ7nppptsnvvll1+kb9++8uKLL8onn3ySr+ViGLABAwao/Iqrr75ajVuLgBmjJwDGz0XqAvJmARH/7t27rf/HEGW45YCpgOvWtc39JCIiIqLA51Zwu2TJEpV6YB/YQq9evWTIkCHy0Ucf5Xu5/fr1U0n/Y8aMUcEzcjDwXnons6NHj9rcWtJbkHVTp05VD3RwW7lypTubRkRERETFLbhFa6r9qAZGyJHFa9zx1FNPqYcj9gErOpH5SH84IiIiIvIBbuXcYoKFefPmqVQAe5mZmeo5vIaIiIiIyC9ybpFCgLzYJ554QurXr6/K9+3bp2YVw7iSmEqXiIiIiMjng1t0GEPaATqNPf7442pYHUCKAAZWxnS5d911l6fXlYiIiIiocMa5feihh+SBBx5QM0kYx7nFSAf5GYuMiIiIiMhTXI5C0Sqrt9Ba/9hkkvbt26uHPQS8CHaJiIiIiHyuQ1mfPn0cdiCzh4kXpkyZIk2bNi3ouhERERERFU5wu2jRIunZs6ekpKQ4fc2GDRvU7GTIxe3Ro0f+1oSIiIiIqKiC2w8++ED++usv6dy5s8THx9s8h4AXY9NiCt7ExET59ttv5bvvvivouhERERERFU5wO2jQIPn6669l79690rFjRzl48KAq/+abb6RRo0ZqCDAMC7Znzx65/fbb87cWRERERERFPYnDHXfcIb/88oskJCSoVlpMtYthwTD817p162TatGkSGRnpifUiIiIiIir8Gcq6du1qnQZ36dKlcv/998vGjRvVEGBERERERH43/W7Lli1l9erVUqtWLVm4cKF8//33nl8zIiIiIqLCGud2y5YtOcreeecdNZkDpuKdOnWqXHvttTbPY+QEIiIiIiKfC26RdmA/iYM+uQM888wzNtPw4v9ms9mT60pERERE5Jngds6cOa6+lIiIiIjIt4PbAQMGFO6aEBERERF5o0MZEREREZEvYnBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMBjcEhEREVHAYHBLRERERAGDwS0RERERBQwGt0REREQUMHwyuJ0xY4bUrFlTwsLCpF27drJhw4ZcX79gwQJp2LChen2zZs3k559/LrJ1JSIiIiLf4XPB7fz58+XZZ5+VsWPHypYtW6RFixbSs2dPiY+Pd/j6NWvWyL333iuPPPKIbN26VW6//Xb12LlzZ5GvOxERERF5l88Ft2+++aYMGjRIBg4cKI0bN5aZM2dKqVKlZPbs2Q5fP23aNLnxxhtl+PDh0qhRI5k4caK0atVKpk+fXuTrTkRERETeZRIfkpGRIZs3b5aRI0day4KDg6VHjx6ydu1ah3+DcrT0GqGld9GiRQ5ff/nyZfXQJScnq5/nzp2TrKws63viYbFY1MO4LnikpKRIiRIl5FIaWpPNYrZYRNM0CQkOlqCgIOvrzRazaJqIKSTEZh2yzGb1Mz/lWGxIcHY53g/vi/fD+9qXBwcFqXXVqW3RNKflOdfdP7Yp5WKChISEyIULF1QdGuvJbMa6atbXOyvH3+M99fo3lgOWjfpOTzojwZYsyTRbBJ+IKcT22lCVB4mYbNZdJOu/dQ8JDsqzHHVhtuBzD1LPZX/umnoOyzYUOy3HsvEeJezWMctsEWy5fbm/bFNqUoKqC2N96/WEejVyVm4yma7sU4Zytc+FhKh9Sq/vrDNnJC0rK3ubguy2CcdHkN02aYZ1N7yns3JVT6gPw+ebW3kmjg9sgwvl+HtH6+6s3Be3KTMx0aa+jfVkPDc7K8/rXI59QK/vtCNnxZyeKZrgM8A2GT8Ds1p3U5DdeUz77/yWj3IsNcRQjvcza/gMUB/BOcqxJsGGcotmEXySzspzrrvFb7bp8unzNvXt6XO5sb5PHbggl9P++84X222yCLY1SIIN7X94Fy2XcpQaP19sqyaWXMpDbI4bfAJ41lm543V0tu7iF9t07vglm/rO61yelJR05f0Mde6U5kNOnDihPtM1a9bYlA8fPly7+uqrHf5NiRIltC+//NKmbMaMGVr58uUdvn7s2LFX6o0PPvjggw8++OCDD82fHseOHcsznvSpltuigFZhY0svruZxxRAbG2vTQhnocKVUrVo1OXbsmERFRXl7daiQsb6LF9Z38cL6Ll6Ka31rmqbunFeuXDnP1/pUcBsXF6ean8+cOWNTjt8rVqzo8G9Qnp/XlyxZUj2MypQpI8UVDozidHAUd6zv4oX1XbywvouX4ljf0dHR/tehLDQ0VFq3bi3Lly+3aVnF7x06dHD4Nyg3vh6WLVvm9PVEREREFLh8quUWkDIwYMAAadOmjVx99dXy9ttvS2pqqho9Afr37y9VqlSRSZMmqd+HDh0qXbp0kTfeeENuvvlm+eqrr2TTpk3y4YcfenlLiIiIiEiKe3Dbr18/OXv2rIwZM0ZOnz4tLVu2lCVLlkiFChXU80ePHrXpMd+xY0f58ssv5X//+5+MGjVK6tWrp0ZKaNq0qRe3wvchNQNjCdunaFBgYn0XL6zv4oX1XbywvvMWhF5lLryOiIiIiMjn+VTOLRERERFRQTC4JSIiIqKAweCWiIiIiAIGg1siIiIiChgMbomIiMiK/czJ3zG4JYd4ciOi/MCEO/YwVSb533n/4sWL3l4VogJhcEtWp06dkgMHDqj/BwUFeXt1yI+/HM1ms6Snp3t7dagIYfzxI0eOqIl3YMGCBWrSneTkZG+vGuXhn3/+kRUrVqjz/sKFC+XOO+9kvfkZNkjZYnBLCgKRrl27qhni9u3b5+3VIT89ueLL8eeff7bOMojJVX788UdvrxoVgaysLHn//fdlzpw5qv4xIc9tt93m8lzw5D1vvvmmdO/eXU0McPfdd6uLEtab/zh48KBMnDhRzeT6xRdfyLFjx6S44yQOZPXHH3/IvffeK926dZPRo0dLw4YNvb1K5Gd++OEHtQ8988wzUrt2bZk7d66acXDevHlqtkEKbGlpaSqo/emnn1SQhOnQ9Zb8kJAQb68e5aJDhw6yZcsWGTZsmEyePNnbq0Mu2rZtm9xwww3SoEEDdfcVd08eeughefnll6V8+fJSXLHlllSuHB5dunRRt6SWLl2qrgL37t3r7VUjP5KQkCBTp06VV199VZ1Y77vvPtmzZ4/cdNNNDGwDnN5GEhoaKmXKlJHrr79ejh8/LpMmTVLlCGwR4JJv1ht+ouW9UaNG8sEHH8iyZcu8vWrkgp07d0rHjh3l6aefVnWGtEI0TM2dO1e2b98uxRmD22IMty52796tTmrIlwMcKN98840KcMePH88Al1wWFhYmly5dkptvvlkOHTokdevWlTvuuEPeeOMN9fxvv/2myikw01E2b94sJ06ckE8++UTmz58vV111lXz//fc2Aa5+EUS+U28IkI4ePSobN26Uv//+W6WS3HXXXeo7wIj15lsSExNVKmHr1q1lxIgRUrJkSVWOu2bly5dXqQrFGYPbYgqtKrVq1ZKmTZvK/fffL08++aSsW7dO3ULu3Lmz/Prrr7J8+XLVArdr1y5vry75QcsPOqDgtvTq1avVbbJevXqpHEz4999/Zfbs2dYOixRYAdJ3332nWujfffdd9aWL1tuXXnpJ2rZtq1JV0JoPY8aMkcGDB8vly5e9verFmrHebr31Vvn666/V7WxAzjQCXKSX4HsAjR9IU3jwwQdVvTGT0TfExsZK3759JT4+XrW24ycgqI2Pj5fq1atLsYacWyo+LBaL+rljxw6tQ4cOWlBQkDZy5EitU6dOWr169bQKFSpoQ4cO1ZYuXar99NNPWtmyZbWnn35a+/vvv7296uSD+1FaWpr6mZWVpX6+9NJLap+69dZbbV4/atQorVmzZtrRo0e9sLZUmH7++WctPDxcmzVrlnb27Fmb586cOaM9//zzWp06dbRGjRppMTEx2rp167y2rmRbbxEREdq7776rJScn53i+f//+6lju0qWLVqpUKW3z5s1eWU/KyWw2W/8/ZMgQrWbNmtrcuXO1LVu2aFWrVlVlxR07lBXDURFw+zgzM1PlQz722GMq3xbDwJw7d04N34MWXPR4xy0P/cr9qaeeUvmUyKmj4k1v9cFty1mzZqmxTMPDw2XGjBliMpnULTL02MX+gv0MLQmfffaZ/Pnnn9KiRQtvrz55UEZGhvzf//2fug06ZcoUSU1NVbe4P//8c3VnCCkqpUuXlrVr16pRWG688UaVrkLePX5xhwWtfs2bN1dpI6i3kydPqo6AOIaRwwm424LjG63y9erV8/aqk4Gxk+aQIUNk0aJFqq6QCjZ79mxVju92PeWwuDF5ewWo6Jw+fVpatWqleq6j81jjxo3lww8/VLefrr32Wlm5cqXK10Ewi0AXwQh6vOPn448/zsCWFAS2yKVEhzHsLwhWpk+frob+Wr9+vUyYMEHdEkNKAgKbmjVrypo1a1QKDAXevnD48GGVa33mzBnVmQWpJwiUkKaCfE6Me4sOZniQb9RZqVKl1AMpJOh38d5776n+FbgQRerBhg0b1AXpww8/bL2YJd8KavVOmvj5zjvvqHMtzsNoQEhKSpKyZcsW28BW8XbTMRWdEydOqNvFkZGR2urVq623k7dv365uGeNx4cKFHH938eJFL6wt+aqkpCTt2muv1aZMmaJ+P378uLot9uijj+a4JW1MXaDASUcxQvpSmTJl1Hnlzjvv1L788ktVPmnSJK1du3asfx81ZswY7eqrr9ZCQkK0vn37qnpDesLo0aO122+/3ebWN3nX4cOHtbFjx2rp6enqd2Pd6ClhgHSEWrVqadOnT8+RIlTcsOW2GKlcubK6dTxy5Ei57rrr5Pfff1ejI6AF98svv1Qdy9CCi5ZaXAXilnKJEiXUFT4VX3rmElpv0FKAfQIjbWB/QceFdu3aqdvP6NQA2JfQ21ofY1HvxUv+TW/BQ4dBnCPQ+bRHjx6q7tHpFJ0Gr7nmGuv+gjE3i32nFh+qtx07dqg6QQoC6gyj4eDuC45l1KP+OrwGxyyO9WLd8udDkC6IVB+kFeLOGO6i6ikHaLnF3Vakk0ybNk39HDlypDpPP/roo8W3Dr0dXVPhSk1N1S5dupTjKvC+++7TSpYsqf3111/Wqz90MmvVqpVWvXp1LSUlxUtrTL7A2DKgt9Z9//33qrXn8uXL2g033KBNnjxZ7SuPP/64lpGRoV5z6tQp7bbbbtO+++47r607FZ5vvvlGi42N1Xr37q09/PDDqsPRiy++aG1Rgm3btqlOqtHR0er/5H0LFixQ9daiRQtVZ2hRnzlzps1rjhw5og0fPlx1It65c6fX1pWyHTp0SFu+fLn6fn7llVe0Nm3aqA6aOAfn1oI7ceJEbf/+/VpxxuA2gGHnxm2nm2++WQUmeiCr31q+9957tdDQUO3PP/+0Hhxbt25VIyccPHjQi2tO3qSfMJGusnjxYvV/7BcVK1bU5syZoy6WnnjiCa106dLaTTfdZPO3CHSQ3nLs2DGvrDsVnr1792o1atTQPvjgA2u6UokSJVSd6zCqCnrZN23alCOs+Aj0oEdg+/HHH2uJiYkqPe3BBx/UOnfurL333nvqNb/++qvWr18/VW841sn7UE9xcXFqFCN8f+O8PGHCBKcBLn7HqDRvvfWWl9fcNzC4DVA4iSH/BlfpJpNJBRwYIqR79+7qywiBL4Z2wWvQgrtp0yZrgKsfNFT86CdKBCbYbz766CNt37592uuvv64988wz1tedPn1afTmiBQitdLNnz1Y5t2itY1ATmNavX6/qHP755x+tSpUq2v/93/9Zn9eHedu4caPKwybf8Nlnn2lNmjRR/Sn0uzAnT55UjRsY5ksvQ+40L0p9x4oVK7Tg4GCtbdu22i233KLumjgLcNHg8OSTT6r8adyBJQa3AWnPnj3aHXfcoa1atUp9+aATGQJa7PTDhg1TB0vlypXVCQ9X6+gMgiCYtxCLN2OLLcYtRSsAvvjq16+v9g/sU0YIYJ566il1okU6S58+fXhiDSB60INWPQS2a9asUZ1VME4tfuLcot8KXblypbpDxKDW9+rviy++0OrWrasuSCEzM9N6gYLjGmOak29C6k/Lli3VuRUXIosWLcoR4OKi5bnnnuNYxHbYoSwAYUxJDMWDzmHlypWT119/XY1jiyFC3nrrLfUazD6GGWkwGw2GDMGwPez4U3zpnRMwHFC3bt3UrEWvvPKKeg7TMT/00EOqQwrGtsXsY1ClShU1zBMuktH5EB0bOFxc4EDnor/++kvuvPNONawbZpxr0qSJ6oyKGazQgVDvPLZkyRI1HBjPIb5DH74L0yBj7GHU4bhx41SHI8DxivrEbHLkWzAcG46lPn36qHPzvffeq443fJejXjH7HyxevFjVL6a9RkdPDPVJVzC4DdDxbNF7Er1dGzZsKKNGjVLTXyIQwfzgmJChe/fu6rU4aDAQO76YKlWq5O1VJy8GtphXHqNn4Etv69at8scff6iREDA+Lca8xAgIGE8xIiJCOnXqpP4WJ1q8Xv/CpMCBi19M5oLzB6Zehd69e6tREXARgxESMBkApm796KOPZNWqVRIXF+ft1S629NEOMLYw6gjBEYLXRo0aqcAIk23ge2HgwIESFRUlH3/8sVy4cEFdpJL3YdSKTZs2qUkY9ItETF/93HPPqTHEZ86cqcabR4ALCHAxegImb8D44piQgwzsm3LJPxnHksQtix49etjcasYtKNziwJS7M2bMsL5Wv0VFxRtSUpCv9fLLL6vf0akQY9fidrOe14WUA0yhivwvfZxkCtzUJpwr0IFM73Skmzp1qta1a1eVD4je90hJYSck3xkVAVOoIw0Bxy9SzpYsWaKe+/TTT9V0uxjhBKlGyJnmbWzfgHx1dPpDmgg66c6fP1/1dYAffvhBjSseHx+v7d69W40l3a1bN+3rr79WqScJCQneXn2fxOA2ACDPDYNw67lTGOwZubSAnDg9wMXBggC3Y8eO6guKSB8uDoO2Y/B2I2cBbvPmzdXJFrmXFLiGDh2qhoXC0G7nz5+3eQ55fqh/DB/FL1ffgEAVHTrRCRQTqOACBcP0IX9+2bJl6jUHDhzQfv75Z+3HH3+0dgAk78PwnMihxQUlLhbROVcfmQSBLhoUUG+wa9cu1XiFIJhDdjoXhH+MLbnkf3AL6oEHHlC5Uy+//LIsXLhQjh8/Lp9++mmO12IAbwy+j1vRn3zyicq3JUJOnj7gvj55B2BQfuRzzZ07Vzp06KBuRyN9AbfHMLB4tWrVvLzm5AnOplh94YUX5KefflJTdGP+euZn+i6c96dOnaom59En3sF5Hsfqjz/+KFu2bGHqmQ/DtNUvvviiqrP+/fur4xGTMuCYw3TnV199tUr9wTl43759Kj2satWq3l5tn8XgNkD8888/KpcWOzxy5VCtyJVELiUeSFDHwRIeHq5moEHnAh4Y5Cyo0We8MQa4uFjCCRb5YMjTZuexwNoHkLeHTimo11q1aqlZrAA5fytXrpTbb79dnn76afVl62y/Ie/BBejgwYPlzJkzKqcWfS6QD488TnQKRG50+/btvb2alAsErc8884yqu3fffVflQ6MjLzr34gITjVg89lxTTOdlCzx169ZVV3no4IEDBAEurt4xagICEySeo/MAktYnT57MwJYUZydJBLYIcAE95mvWrCm33HKLbN68WZXpLbvk3/QvSoyIcf3116vOKR9++KEKZJ999ln1mjfeeEM6d+6sema/9tpramQVfrl6z8GDB9XUubjoQGutrkuXLqoDGaZnPXfunApsASPm4IIFDRzk2xo0aKC+xwEXkrhLhgsStLwjsAUeey7KJWWB/BByqjDe5PXXX6/GKyUqCGOHwxtvvFHtX+S/jNN16lCnlSpVsnYcO3funPbVV1+pcTMxfqYO49qiI9nZs2eLdJ0pGyZIQV1hMh7kvYeFhalOZIDORcibR58K5Esj7xadkF566SU1LjEmbiD/gEmWcL7t2bOndQZRyh8GtwEIHcdwUOCBiRwcDexN5Op+wRE1Am+SDr0HPaBjGHrP289OhcH/0RkJc9vrEDCR90Y0QX1gRkB0FD516pTqVITpVvW6xc9XX31Va926tRrN4qqrrlLBMEdF8M8AFx3J2rdvr61du9bbq+N3mJYQgOrXr6/ydXDreMSIESqXTsdbGsWbnmKPzguYsAGdEfX9Ah0ZHOEYtoEzlvH27dvVZC4bNmywPof0Jdzq3r9/v80+0rVrV9UBCTn6uvLly3th7QnHKdIO0BkYY5Yj5aBixYrquMVYxMiLf+yxx1R+5siRI9WkGujwiTFRcf7n4P7+p169eqr+kEJYuXJlb6+O32FwWwwODPaQJR2+DJGnh1mmMBMZviwxMQMg+HEW4FJgTNKB/D1MyjB69Gjr85joBbOPzZgxQ/Wo1y+AMSFDTEyMGj2DvD/rJDpyoqMYOg/DpEmT1EyTyLPFsfzVV1+pTsXIt0XdoRMZJuvhiCb+C8fmF198YR3JhlzH0RICHHu1k7HjEGavQ4scWvTRCoehZdCL+tFHH5X//e9/NsEQBQ50MkWL7ZgxY1Rwq8MwX9gfECS9+eabEh0drWaywmgJGB0D03OjlRcdCqnoGXvGo6Pfe++9Jz179lSdPTFr4Oeff26dDhszCiLI/eGHH1TnT6LijPcbAxwDWwJ8QaL159tvv1WtthhHEekGrVu3VgENpnYEBLh6Cy4D3MCAkVLGjRsnkZGRaqxiHYYXQr0vW7ZMbrvtNlXn8+bNUyMlILUJAdSvv/7KwNaL9MAW41DjogN1hDsthw8fVi3tCGz1uy04jjFqDn4SFXcMbomKgUuXLsmXX36pbnE1a9bMmkeLlJWHH35Y/X/WrFnqdcjpY2AbOMLCwlRghLs4EydOVEHuunXrVEst9gfc+gTMaY8WPwROGGczNjZWDSNFRe/QoUMyfPhwlUKEAfwxmQZyazEhA/pSvP322yrNBHnSuBABDOeG55CSRlTcMbglKga3NdFpCAEOgtYPPvhA3eLE73qA+8gjj6jAFl+kGN8UgQ07HwYO3K5GJyQEtBgvE+NgY2IG5ODqmWmob1z0MDjyjTQSXIC0bdtWjS2Ni5DatWur53CsojUeF6NoXX/ppZfUbJOYnQx3Z9DRjKi4Y84tUQAHtQhY0ZqjT7qAFiF8CSLHEi1D+KLUYWYjBDcIbCkw8zYxIQcmYsDkLuhwig5H9q8h34D8aEynjjst27ZtU2WYiAEdywD5twhqU1JS1HGNukWaERFxtASigKMHKphRCvmTmF2qR48eampVdBRCZzL8juAGHYZ0FSpUYGAbgLAv6G0YGDIKt7jR+xo5t7/88kuO15B36Tm0aKl9/vnnVYoIZo8DBLaYhRKeeOIJGTBggGqRR6c/BrZE2dhySxSAENgihxJTdJYtW1Z+//13laOHgAattcjVQ8sP8nD1W9UU2IytsxglA/WOlv0nn3xSdSgj34PAFrm2uMuCIb3Q+U+H1lyMgIGW29KlS3t1PYl8DYNbIj939uxZm44/aNlBi23z5s1V66wOLT3odILAt02bNmpAf+TyIfe2Tp06Xlp7Kkz26Qb2KQq49Y3ACBc5ERERXlzT4k2vF+TXYqxh5MZ37NhRGjVqpI5nPY0Ig/ljRAtM0vPdd9+pvGmMaUtEthjcEvmxsWPHqtY3tMjqw74hL+/aa6+Vfv36qZZbY54ehgFDMIOOY4AB+vV8XAqMAAn5lxjIHxc3jurWGOCiAxJaBDHZC3mHXh8Ypu/pp59WHTxxobF7924VwCKVBB3IMI7t0KFDVUstgl+8Hh3OiCgn5twS+THMToS8OwS2CHIBgSxmlsIA/frvCHABLbYYEkrHwDZw6AESxrLt3bu3Cm4XLVokqampOV6nt2ngtQxsvQv1gcAV0+diPOJNmzbJG2+8IYmJiWocW6QlYDg35MmvWbNGZs+erS5KGNgSOceWW6IAgJxaBDaDBw9WAS++LDHrGIaAwrBfuoceekjd5sTMRhgZgT3kAwNO46dOnVJB7cCBA1UnwvHjx8vOnTtVB0K04mN8W/KdVCIMx6ZfcCKoRR2izk6cOKFSEjCSBXJu58+fL0uWLFEzyRGRazjOLVEAOH78uJouFQErbl3iViaCmsmTJ0unTp1UsIPX4DYnxs9ki21g3dLGT3QcRDoKglvc1kZ+NS5mpkyZol7LANc3IN0Aee5IDwoPD1cXpbgowR0VpBz06dNHbrzxRjUeNUY4wTS7SCdaunSpar0lorwxuCXy46Dm2LFj6rYyptNFwIpOJxjY/cUXX1SjImCMTHQq27p1q5QpU0YFtk2bNvX26pOH6EO+zZ07V03RitvXqH8dypG28tZbb6m8TQS77DjmPbt27VIXnujciTSEKlWqqHJ9GC8M6YXW2meeeUb9jmO2b9++UqNGDetriShvTEsg8tPA9scff1SB64MPPiiDBg1Sz6HXO1psMVoCZhrTZzUCBD36tLsUGHCxgmAJUygjBWHPnj0qcML4qGjJ1d15552q5R5DSUVHR3t1nYsrdPLDkGutWrWSadOm2Yxrq093jXGHb775ZjWSCS5CR48erUZPWLBggZplkIhcw286Ij8LavFAesF9992nZpvCrWgdytDyg5ZbBLLIu9VbahnYBt4UrStWrFBpB7iQAfxEAIvb3eh5rweyuPWNWckY2HrP6dOnVV400g6MAa3+E8c30g70YfyQi4uLFQzZxsCWKH84WgKRj0OLHAJWvfMXWuDQ8QSD8CO/tm7duqqTGG5Po4c1WnLRooucPXQcw3BfFFj+/fdfdVv7nXfesQ7zBtgn0JKLURJmzJghSUlJ1ucwRip5DyZRQScyXIwioNVnItPh+MaxinQiXIzce++9qtUWEzUQUf6wKYfIh02fPl11DMK4tFFRUaoMw3olJyerURHwBYmWOwS2CILRYQgjJaAFFzm4LVu2ZOexAITpc9HJCMES9g1jLi0CXORez5o1Sw0Rh7GOOSqG99WsWVPdPUHgitZbvcXWCDnSuDBB5zEich9bbol8GIKWjz76SAW28fHxKm8WLXC4bYk8W3QmQycU9LZGax4CHLTYATqi1KtXz9ubQB5g3zUCQdKoUaNUfm1CQoK88MILcuHCBevzaLm/5557VBDFwNY3oFMYjmOMaqIPA2ZftwcPHlQ5uewKQ1Qw7FBG5KOQihASEqL+v379ennqqadk5MiRqnMQel2jhRavwe3L2NhYFcQgXw9j2yJdgQIr1xoD+GO6VVzgYBSMO+64Q9X/1KlTVQ42etxPmjTJ2sJPvgettrircvfdd6u8+MaNG6tyTMDy8ssvqw6haLWtX7++t1eVyK8xuCXyA0hDwKDuuM380ksvqXEw9cBXfx6zGs2cOVN1QOGXY2DRx6zFrFTIr8bFDnJuUefIucV4xuhpj9ExkMqCMVTJ9yCNCHdicKGKXHnMEIfh2zBxA0a+wGQNV111lbdXk8jvMS2ByAfp15yYinPjxo2qlzt6xiOQmTBhgppaF612gP8PGTJE5syZI7/++isD2wBz6NAhNQoCUg0wEx0G9seUrLi9jdxaXOTgJ2awQm98++l2yXcgzxYXJahDjGKC8aeRK9+oUSN1UcrAlsgz2HJL5KO3oXELE8M5oZV24sSJKtcWMxjdeuutqvUOOZf4PwLgP//8U+XdojWI/Bda9RD0tG/f3pori+AH6SYY1xhBkD6MFDoRov5xcdOrVy91sXP+/HmVokL+lXZERJ7F0RKIfAyCGrTSYkgvdA5D0IqABUENbjf/8MMPKqjBrWh8QSLwQYsPvyj9/6IGQ7yhjjHlKnJo9XGN0VkQs9EhuMXr8EBLLXI28Ryg/hnY+g/jaAn6BS0ReQbTEoh8EDqV9OvXT+VZYgpO0IMaPcDF7WcEv/jJwNa/6cENAlXkYA4cOFClo6DzGIZ8Q6dBBL4YGQN1jddiogYM7u9oSCnyfcZgloEtkWfxrEjkg7Zt2yZnz55V/0cwg+BHD2owjBACXKQiYCxTjG1L/g31ivGL0WEQ9Yq0E/Sm37x5s3oeM81hOl10RMK4tmvXrlVpKRg6qmfPnt5efSIin8K0BCIfg/QDTL2Job4OHDigxqpF8INyTOGJoGfEiBEqFYG94gMDLl7QWfDrr79WKSnVqlVTw34NHjxYXcBgeDe00GKQ/7vuukvlVuN3TLWLERKIiCgbO5QR+cDtaPRyz8jIULeay5cvr6bqxDSdyLtFpzLkWmJqzldffVVNqbt8+XI1SxUFDrTYohX23XffVZ3KUN9osUWLPepc70mP1AVM4oAJO5hjS0SUE4NbIi8HtphuE2PX4v9JSUkqoMVkDRgFAf+vU6eOem1MTIwKgDAcFIcMCjyYNnfBggWyatUq65TJmHUMY9si9eS9995TncwQ2BIRkXPMuSXyEgSzaIFFAIuxLxHM4jb0lClT1GDumLQBwz9hRiPcesbwUBjonYFtYNHbFzARB4by0gNb5N1itrF33nlHjYf6f//3f7J9+3Yvry0Rke9jyy2RF1ttn3zySZVL+/7778vx48dVbiWCWsw0RsULplTGjFVotcdDhxzct99+W6WufPXVV8yxJSLKA1tuiYoAAljjTx1GRLjmmmtUK127du3kuuuuU4Eu6J2LKLDo7QnIq/7iiy/UiAiJiYlqyK8XXnhBPv74Y3nllVfUay5evCi//fab1KpVS9asWcPAlojIBWy5JSpE+mxSekstbj1jKl0dps1Fj3eMVYvJGN544w11Wxqdifr376+m0h09ejTzLAMMZp/DWLblypVTedZIPXnmmWdUZ8Lp06erjoPoLIZcW7ToM8+aiMh1DG6JCjmwPXz4sOrt/uuvv6pZpjp16iQ33XST3H///WrMWgzQj/J9+/apQfkx69iYMWPULFXIycVQYOT/9Asc1DXSUTDzHPYBDO+F/QOtspioAR0IMX4tJurAhVDnzp05rTIRUT4wuCUqxMB2x44d0qdPHzVuLcakxfBdGLcUA/Y/8sgjMmHCBPnmm29k3Lhx6hY0esZfunRJzUSFYJitdYEFs459+umncuLECfnwww8lLi5OlaMMedZIP0BqQvPmzb29qkREfov3OokKKbDFLGPIp33iiSdUByF9Gt2+ffvKyy+/rIIZ3HoeOnSoNGvWTGbPnq1yL1u2bKk6ELG1LvAgBWX+/PkqzQQjI+jBLVJQAPvA//73P3nttdekcePGXl5bIiL/xJZbokLwzz//qID1+eefl4kTJ6pUAwzGn5WVpQIb3HbGVKq4Rf3dd98x9aAYmTFjhhrTFhM2oJW2Ro0a1uc++ugjlY+L1v3KlSt7dT2JiPwVR0sgKoSWW7TAIQ0BHYYAgS0CXAS2uJ5EXuWoUaNkz549snPnTpu/5/VmYNDrEWkmSDnRId8WY9ZizOJp06bJ0aNHrc8NGjRIDffFwJaIyH1MSyDyMKQkoFUWQc2XX36pfr744osqwEXgi05FgNmmkJaA8UuN9OfJ/zuPLV68WA3thQuYO++8U7p06aI6E6LFFvsCZiTDBQ9SV2rWrKn+1jiaBhER5R9bbokKAVreENCigxim1508ebI18NXHusWsU3gdZh6jwILAFqMd3H333dK0aVOVnrJlyxaVooILHkAe9j333KMCXATASFkhIqKCY84tUSE6ffq0GpAfveTvuOMO1WKne/bZZ9WsVPPmzZOYmBivrid5FoZ1u+uuu1QLPqZWxiQdyK1FPaNjIca07devn3rtW2+9pcY4xkgJRERUcAxuibwQ4GK0BHQqWrVqlWrZI/9OP7CHPNr33ntPRowYodJSkI5w4403quHfEPQiwEXuLX4nIiLPYnBLVIQBLoYHwxi327dvl9WrV0urVq28vWpUwCHfMHzbmTNnVIdBjJAB+P+5c+dUh0K03KJDGYZ+QydDzEb2559/qrrH+LZRUVHMsyYi8iDm3BIVgYoVK8pLL72kxq5F0LN27VoGtgEQ2KKjWK9eveTmm29WM45hFARA50F9pAykKFSqVEkFtoCfzz33nJrEAZ3HGNgSEXkWW26JitDZs2dVYFShQgVvrwp5YJIOTKX8+OOPyy233CILFy5U49RiAo7Bgwer1lu00uP5pKQkFfxifGNMq4wUlSpVqnh7U4iIAhKHAiMqQnprHvkvBLaYpAOjXOiTdAA6jCG4RQCrt96WKlVKHnjgAdVpbMqUKRIWFqaGB2NgS0RUeBjcEhG5OUkHxinWYfKFzMxMOXDggGq9xcgIGArshhtukG7duql0FAS8+pS7RERUOJiWQESUTydPnlQtsZhlbMCAAZKSkiKvvfaaGgGhZcuW8sUXX6iplTFBR4MGDWTYsGEqLYGIiAofg1siogKMgLFs2TKVivDrr7/Kddddp57DhAyYeWz69Olq8gakLzRu3Njbq0xEVCwwuCUichOGAHv11Vdl5cqV0r9/fzUKAmRkZEhoaKhNoEtEREWDZ1wiIjdh1AtMo4s8XEyji0AWk3QgsNWDWga2RERFiy23REQeSlHYunWrdO/eXcaPH+/tVSIiKrY4iQMRkYcm6ahXr56sWbNGzVpGRETewZZbIiIP5uACJ+kgIvIeBrdEREREFDCYlkBEREREAYPBLREREREFDAa3RERERBQwGNwSERERUcBgcEtEREREAYPBLREREREFDAa3RERERBQwGNwSERERUcBgcEtEVEjmzp0rQUFB6vHXX3/leB5z6FSrVk09f8stt3hlHYmIAg2DWyKiQhYWFiZffvlljvI//vhDjh8/LiVLlvTKehERBSIGt0REheymm26SBQsWSFZWlk05At7WrVtLxYoVvbZuRESBhsEtEVEhu/feeyUxMVGWLVtmLcvIyJCFCxfKfffdl+P1qamp8txzz6mUBbTqNmjQQKZOnarSGOytXLnSmvpg/7B34sQJefjhh6VChQpquU2aNJHZs2c7XOeHHnrI4TLHjRtn85rIyMgCfDJERJ5nKoRlEhGRQc2aNaVDhw4yb9486dWrlyr75ZdfJDk5We655x555513rK9FAHvrrbfKihUr5JFHHpGWLVvKr7/+KsOHD1fB6VtvveXwPYYMGSJt27ZV///0009tAmk4c+aMtG/fXgWoTz31lJQrV06tA97jwoULMmzYsBzLjIuLs3m/Bx980GOfCRFRYWFwS0RUBNBCO3LkSElLS5Pw8HD54osvpEuXLlK5cmWb1/3www/y+++/y8svvywvvfSSKnvyySelb9++Mm3aNBWY1qlTx/r6zMxM9bNz587Sp08f9f9169blCG6xLLPZLDt27JDY2FhV9vjjj6tWZbTGPvbYY2q9dEihKF26tDzwwAPWMga3ROQPmJZARFQE7r77bhXY/vTTT5KSkqJ+OkpJ+PnnnyUkJES1xBohTQGtumhtNUpPT7d2WnMGf/fNN99I79691f8TEhKsj549e6oW5C1bttj8DdImXO3opi9LXxciIm9iyy0RURFAGkCPHj1UJ7JLly6pVtS77rorx+uOHDmiWnPRamrUqFEj6/NGCCohOjra6XufPXtWzp8/Lx9++KF6OBIfH2/zO17vSj4t8oOxbTrkCSMQHzp0aJ5/S0RUGBjcEhEVEbTUDho0SE6fPq1yb8uUKVPgZR4+fNia1+uMxWJRP5FiMGDAAIevad68uc3vWMcaNWrk+f5oMf7xxx/V/9EijQ5qyN+tVKmSaq0mIipqDG6JiIrIHXfcoXJbkRM7f/58h69BQPnbb7+pQNHYert3717r80abNm1SQ4lVrVrV6fuiZRXLQmsxWo/zgjzef/75R2688cY8X4sUCuMyb775ZomJiZElS5YwuCUir2DOLRFREcFt/vfff1914EL+q7MxcRGETp8+3aYcoxZgpAN9tAXA8GIYVQGjK+QVgKKzGfJud+7c6TBtwej7779X+cHXXXddPrfwSn6v/p5ERN7AllsioiLkLC1Ah6C3W7duanQDpBy0aNFCli5dqgJO3O7XR0pYu3atvPjiiyoIRcvs559/bl3G/v371U+UobU4IiJCXnvtNRUIt2vXTqVGNG7cWM6dO6c6kqGlGP9HLvDYsWPlvffek44dO8oNN9yQ5/YgEEcrLaC1ec6cOSoP9/bbby/gJ0VE5B4Gt0REPiQ4OFgNBzZmzBiVuoBgEfm0r7/+uuqopfvggw9k1apV6v+vvPKKw2Vh6K5Dhw6p4BYTN2zYsEEmTJgg3377rQpgMSQYJnKYPHmyen1SUpJ6z//7v/+T8ePHq3XJC0ZI0FuT0TJdv359+eyzz1R6AhGRNwRpjqa8ISIin4bZwWDu3LlOX4M0BgS3uXU2IyIKNMy5JSIiIqKAwbQEIiI/hJzYvNx///0ujVVLRBRImJZARERERAGDaQlEREREFDAY3BIRERFRwGBwS0REREQBg8EtEREREQUMBrdEREREFDAY3BIRERFRwGBwS0REREQBg8EtEREREQUMBrdEREREJIHi/wFuclaQbiABtAAAAABJRU5ErkJggg==", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Визуализация результатов\n", + "# Словарь для хранения результатов\n", + "metrics = {'Model': [], 'MAE': [], 'MSE': [], 'RMSE': [], 'MAPE': [], 'R2': []}\n", + "\n", + "# Оценка каждой модели\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " metrics['Model'].append(name)\n", + " for key in results:\n", + " metrics[key].append(results[key])\n", + "\n", + "# Преобразование в DataFrame\n", + "metrics_df = pd.DataFrame(metrics)\n", + "metrics_df.set_index('Model', inplace=True)\n", + "\n", + "# Названия метрик и их описания для графиков\n", + "metric_labels = {\n", + " 'MAE': 'Средняя абсолютная ошибка (MAE)',\n", + " 'MSE': 'Среднеквадратическая ошибка (MSE)',\n", + " 'RMSE': 'Корень из MSE (RMSE)',\n", + " 'MAPE': 'Средняя абсолютная процентная ошибка (MAPE)',\n", + " 'R2': 'Коэффициент детерминации (R²)'\n", + "}\n", + "\n", + "# Отображение каждого графика отдельно\n", + "for metric in metrics_df.columns:\n", + " plt.figure(figsize=(8, 5))\n", + " sns.barplot(\n", + " x=metrics_df.index, \n", + " y=metrics_df[metric], \n", + " hue=metrics_df.index, # Добавляем hue\n", + " palette='viridis', \n", + " edgecolor='black',\n", + " legend=False # Отключаем легенду, так как цвета соответствуют x\n", + " )\n", + " plt.title(f'Сравнение моделей по {metric_labels[metric]}', fontsize=14)\n", + " plt.xlabel(\"Модель\", fontsize=12)\n", + " plt.ylabel(metric_labels[metric], fontsize=12)\n", + " plt.xticks(rotation=45)\n", + " plt.grid(axis='y', linestyle='--', alpha=0.7)\n", + " plt.show()\n", + "\n", + "\n", + "# Визуализация фактических vs предсказанных значений для лучшей модели (по R²)\n", + "best_model_name = metrics_df.sort_values(by='R2', ascending=False).index[0]\n", + "best_model = models[best_model_name]\n", + "\n", + "y_pred_best = best_model.predict(X_test)\n", + "\n", + "plt.figure(figsize=(8, 8))\n", + "sns.scatterplot(x=y_test, y=y_pred_best, alpha=0.6)\n", + "plt.plot([min(y_test), max(y_test)], [min(y_test), max(y_test)], '--r', label=\"Идеальное предсказание\")\n", + "plt.xlabel(\"Фактические значения\", fontsize=12)\n", + "plt.ylabel(\"Предсказанные значения\", fontsize=12)\n", + "plt.title(f\"Фактические vs. Предсказанные ({best_model_name})\", fontsize=14)\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа №4\n", + "df = df.drop(columns=[\"Altimeter\"])\n", + "df = df.drop(columns=[\"Temp_Cloud\"])\n", + "y = df[\"Solar energy\"]\n", + "X = df.drop(columns=[\"Solar energy\"])\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best KNN: {'metric': 'euclidean', 'n_neighbors': 9, 'weights': 'uniform'} Best R²: 0.6196716650088704\n", + "Best Decision Tree: {'max_depth': 5, 'min_samples_leaf': 5, 'min_samples_split': 2} Best R²: 0.5323934678992611\n", + "Best Random Forest: {'max_depth': 5, 'min_samples_split': 5, 'n_estimators': 300} Best R²: 0.6170520486671887\n", + "Best CatBoost: {'learning_rate': 0.1, 'iterations': 100, 'depth': 4} Best R²: 0.6338589386177222\n", + "Best MLP: {'hidden_layer_sizes': (50, 50), 'alpha': 0.0001, 'activation': 'relu'} Best R²: 0.599421448322674\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Cyber\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\sklearn\\neural_network\\_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (5500) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "# Knn\n", + "\n", + "knn_params = {\n", + "\n", + " 'n_neighbors': [3, 5, 7, 9],\n", + "\n", + " 'weights': ['uniform', 'distance'],\n", + "\n", + " 'metric': ['euclidean', 'manhattan']\n", + "\n", + "}\n", + "\n", + "knn_grid = GridSearchCV(KNeighborsRegressor(), knn_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "knn_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best KNN:\", knn_grid.best_params_, \"Best R²:\", knn_grid.best_score_)\n", + "\n", + "# Дерево решений\n", + "\n", + "dt_params = {\n", + "\n", + " 'max_depth': [3, 5, 10, 15],\n", + "\n", + " 'min_samples_split': [2, 5, 10],\n", + "\n", + " 'min_samples_leaf': [1, 2, 5]\n", + "\n", + "}\n", + "\n", + "dt_grid = GridSearchCV(DecisionTreeRegressor(random_state=42), dt_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "dt_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best Decision Tree:\", dt_grid.best_params_, \"Best R²:\", dt_grid.best_score_)\n", + "\n", + "# Случайный лес\n", + "\n", + "rf_params = {\n", + "\n", + " 'n_estimators': [100, 200, 300],\n", + "\n", + " 'max_depth': [5, 10, 15],\n", + "\n", + " 'min_samples_split': [2, 5, 10]\n", + "\n", + "}\n", + "\n", + "rf_grid = GridSearchCV(RandomForestRegressor(random_state=42), rf_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "rf_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best Random Forest:\", rf_grid.best_params_, \"Best R²:\", rf_grid.best_score_)\n", + "\n", + "# Градиентный бустинг\n", + "\n", + "cat_params = {\n", + "\n", + " 'iterations': [100, 500, 1000],\n", + "\n", + " 'learning_rate': [0.01, 0.05, 0.1],\n", + "\n", + " 'depth': [4, 6, 8]\n", + "\n", + "}\n", + "\n", + "cat_grid = RandomizedSearchCV(CatBoostRegressor(verbose=0, random_state=42), cat_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "\n", + "cat_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best CatBoost:\", cat_grid.best_params_, \"Best R²:\", cat_grid.best_score_)\n", + "\n", + "# Нейронная сеть\n", + "\n", + "mlp_params = {\n", + "\n", + " 'hidden_layer_sizes': [(50,), (100,), (50, 50)],\n", + "\n", + " 'activation': ['relu', 'tanh'],\n", + "\n", + " 'alpha': [0.0001, 0.001, 0.01]\n", + "\n", + "}\n", + "\n", + "mlp_grid = RandomizedSearchCV(MLPRegressor(max_iter=5500, random_state=42), mlp_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "\n", + "mlp_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best MLP:\", mlp_grid.best_params_, \"Best R²:\", mlp_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "KNN Evaluation: {'MAE': 5835.405381944443, 'MSE': 53740114.38589892, 'RMSE': 7330.764925019688, 'MAPE': 58.5663284098924, 'R2': 0.510450678186804}\n", + "Decision Tree Evaluation: {'MAE': 6493.928590268865, 'MSE': 72835368.32960889, 'RMSE': 8534.36396749101, 'MAPE': 68.515974630844, 'R2': 0.33650112998028125}\n", + "Random Forest Evaluation: {'MAE': 5927.2095759407, 'MSE': 57188428.24294427, 'RMSE': 7562.303104408356, 'MAPE': 58.97246896919571, 'R2': 0.479038022493638}\n", + "CatBoost Evaluation: {'MAE': 5708.566704537767, 'MSE': 54062158.898487434, 'RMSE': 7352.697389291051, 'MAPE': 54.82158845379628, 'R2': 0.5075169912281335}\n", + "MLP Evaluation: {'MAE': 5403.654458672114, 'MSE': 49374911.407011606, 'RMSE': 7026.72835728062, 'MAPE': 48.65273384254829, 'R2': 0.5502157993130061}\n" + ] + } + ], + "source": [ + "knn_best = knn_grid.best_estimator_\n", + "dt_best = dt_grid.best_estimator_\n", + "rf_best = rf_grid.best_estimator_\n", + "cat_best = cat_grid.best_estimator_\n", + "mlp_best = mlp_grid.best_estimator_\n", + "def evaluate_model(model, X_test, y_test):\n", + " y_pred = model.predict(X_test)\n", + " mae = mean_absolute_error(y_test, y_pred)\n", + " mse = mean_squared_error(y_test, y_pred)\n", + " rmse = np.sqrt(mse)\n", + " mape = np.mean(np.abs((y_test - y_pred) / y_test)) * 100\n", + " r2 = r2_score(y_test, y_pred)\n", + " return {'MAE': mae, 'MSE': mse, 'RMSE': rmse, 'MAPE': mape, 'R2': r2}\n", + "\n", + "models = {'KNN': knn_best, 'Decision Tree': dt_best, 'Random Forest': rf_best, 'CatBoost': cat_best, 'MLP': mlp_best}\n", + "\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " print(f\"{name} Evaluation: {results}\")\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Actual KNN Decision Tree Random Forest CatBoost \\\n", + "260 9249 24074.888889 26815.812500 25768.694948 25136.946444 \n", + "228 11245 19285.777778 23850.414634 22524.888923 20370.718004 \n", + "31 2916 4161.888889 3486.750000 3462.178747 3128.298079 \n", + "507 8129 14797.444444 12647.027778 15647.825285 14103.725094 \n", + "503 10744 24951.444444 26815.812500 25113.700365 26388.280868 \n", + "30 30943 25991.777778 26815.812500 22591.931292 19366.311374 \n", + "628 14594 26105.111111 31328.469799 28806.278784 28205.086606 \n", + "110 34548 31463.888889 26815.812500 29959.243568 31053.634828 \n", + "247 22642 28322.888889 26815.812500 27137.551359 26661.529619 \n", + "522 10177 27936.111111 23850.414634 23569.592880 25334.143360 \n", + "\n", + " MLP \n", + "260 23255.574334 \n", + "228 18284.454881 \n", + "31 2725.817998 \n", + "507 17314.817231 \n", + "503 22941.544811 \n", + "30 21864.073956 \n", + "628 27500.037509 \n", + "110 32879.829027 \n", + "247 24398.662725 \n", + "522 23931.468675 \n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Список моделей и их названий\n", + "models = {\n", + " \"KNN\": knn_best,\n", + " \"Decision Tree\": dt_best,\n", + " \"Random Forest\": rf_best,\n", + " \"CatBoost\": cat_best,\n", + " \"MLP\": mlp_best\n", + "}\n", + "\n", + "# Создаем DataFrame для предсказанных значений\n", + "predictions_df = pd.DataFrame({\"Actual\": y_test})\n", + "\n", + "# Генерируем предсказания для каждой модели\n", + "for name, model in models.items():\n", + " predictions_df[name] = model.predict(X_test)\n", + "\n", + "# Выводим первые 10 строк предсказаний\n", + "print(predictions_df.head(10))\n", + "\n", + "# Визуализация предсказаний\n", + "plt.figure(figsize=(12, 6))\n", + "plt.plot(predictions_df[\"Actual\"].values, label=\"Actual\", color=\"black\", linewidth=2)\n", + "\n", + "for name in models.keys():\n", + " plt.plot(predictions_df[name].values, label=name, linestyle=\"--\")\n", + "\n", + "plt.legend()\n", + "plt.title(\"Actual vs Predicted Values\")\n", + "plt.xlabel(\"Samples\")\n", + "plt.ylabel(\"Solar Energy Output\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Все модели сохранены в формате .pkl!\n" + ] + } + ], + "source": [ + "import pickle\n", + "\n", + "# Список моделей и их названий\n", + "models = {\n", + " \"KNN\": knn_best,\n", + " \"Decision_Tree\": dt_best,\n", + " \"Random_Forest\": rf_best,\n", + " \"CatBoost\": cat_best,\n", + " \"MLP\": mlp_best\n", + "}\n", + "\n", + "# Сохраняем каждую модель в файл .pkl\n", + "for name, model in models.items():\n", + " with open(f\"{name}.pkl\", \"wb\") as file:\n", + " pickle.dump(model, file)\n", + "\n", + "print(\"Все модели сохранены в формате .pkl!\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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637 rows × 8 columns

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" + ], + "text/plain": [ + " Cloud coverage Visibility Temperature Dew point Relative humidity \\\n", + "0 0.10 9.45 3.11 0.32 79.46 \n", + "1 0.80 3.94 6.99 6.22 93.60 \n", + "2 0.87 8.70 1.62 0.02 85.00 \n", + "3 0.37 10.00 -2.47 -5.89 74.52 \n", + "4 0.52 9.21 -2.00 -4.15 82.03 \n", + ".. ... ... ... ... ... \n", + "632 0.23 10.00 5.87 2.89 82.33 \n", + "633 0.01 10.00 10.59 5.32 72.74 \n", + "634 0.89 10.00 5.79 0.04 67.37 \n", + "635 0.99 9.67 3.43 -0.11 77.87 \n", + "636 0.58 10.00 4.96 -0.90 67.58 \n", + "\n", + " Wind speed Station pressure Solar energy \n", + "0 4.70 29.23 20256 \n", + "1 13.29 28.91 1761 \n", + "2 16.73 29.03 2775 \n", + "3 9.46 29.46 28695 \n", + "4 5.92 29.55 9517 \n", + ".. ... ... ... \n", + "632 5.56 29.04 13737 \n", + "633 9.61 28.97 27465 \n", + "634 13.62 29.08 15797 \n", + "635 9.67 29.15 6400 \n", + "636 5.53 29.07 8537 \n", + "\n", + "[637 rows x 8 columns]" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..c8cfe39 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.10 diff --git a/3 лекция (Pandas ч.1).ipynb b/3 лекция (Pandas ч.1).ipynb new file mode 100644 index 0000000..ee2f4b6 --- /dev/null +++ b/3 лекция (Pandas ч.1).ipynb @@ -0,0 +1,5910 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "ojlhGzdxhkwR" + }, + "source": [ + "# Pandas. Загрузка библиотек" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "xChor81V6mtD" + }, + "outputs": [], + "source": [ + "## Описание и загрузка библиотеки" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Z22T_R766hsO" + }, + "source": [ + " - Pandas - библиотека для обработки и анализа данных. Предназначена для данных разной природы - матричных, панельных данных, временных рядов. Претендует на звание самого мощного и гибкого средства для анализа данных с открытым исходным кодом." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "DqYWosnHhkwU" + }, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ZNKpaic1hkwb" + }, + "source": [ + "В пандас есть две структуры данных:\n", + "- Series: одномерный массив с именованными индексами (чаще всего, данные одного типа)\n", + "- DataFrame: двухмерный массив, имеет табличную структуру, легко изменяется по размерам, может содержать в себе данные разных типов\n", + "\n", + "Оба типа можно создавать вручную с помощью функций из самой библиотеки:\n", + "- pandas.Series(data=None, index=None, dtype=None)\n", + "- pandas.DataFrame(data=None, index=None, columns=None, dtype=None)\n", + "\n", + "- **data** - данные, которые надо записать в структуру\n", + "- **index** - индексы строк\n", + "- **columns** - названия столбцов\n", + "- **dtype** - тип данных\n", + "\n", + "Кроме data, остальные параметры опциональны\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "tMHOWBBWhkwf" + }, + "source": [ + "Мы, конечно, можем сами создавать датафреймы!\n", + "\n", + "Например, кто-то нашел нам кусок данных и просит воспроизвести этот датасет:\n", + "\n", + "\n", + "\n", + "Давайте разберемся, что здесь, что и запишем в известную нам конструкцию - листы. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "9yW-A-fRhkwi" + }, + "outputs": [], + "source": [ + "columns = ['country', 'province', 'region_1', 'region_2'] # Создаем список, в котором будут храниться названия столбцов\n", + "index = [0, 1, 10, 100] # Создаем список, в котором будут индексы строк\n", + "\n", + "# Создаем список с данными, каждая строка таблицы - отдельный список\n", + "data = [['Italy', 'Sicily & Sardinia', 'Etna', 'NaN'], \n", + " ['Portugal', 'Douro', 'NaN', 'NaN'],\n", + " ['US', 'California', 'Napa Valley', 'Napa'],\n", + " ['US', 'New York', 'Finger Lakes', 'Finger Lakes']]" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6jUo7y0uhkwo" + }, + "source": [ + "А теперь соберем в датафрейм" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "jMEdfOOdhkwp", + "outputId": "b5fae3e6-3e8d-4297-d468-0be74894b070", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countryprovinceregion_1region_2
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1PortugalDouroNaNNaN
10USCaliforniaNapa ValleyNapa
100USNew YorkFinger LakesFinger Lakes
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" + ], + "text/plain": [ + " country province region_1 region_2\n", + "0 Italy Sicily & Sardinia Etna NaN\n", + "1 Portugal Douro NaN NaN\n", + "10 US California Napa Valley Napa\n", + "100 US New York Finger Lakes Finger Lakes" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame(data, columns = columns, index = index) # Создаем ДатаФрейм (в качестве параметров передаем называние столбцов, индексы и сами данные)\n", + "df # Отображаем наш ДатаФрейм (лучше без использования функции print())" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "TIJhU5vEhkwv" + }, + "outputs": [], + "source": [ + "## Загрузка и запись данных" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "CjIlX-Ar6vd7" + }, + "source": [ + "\n", + "- Функции типа **pd.read_формат** и **pd.to_формат**\n", + "считывают и записывают данные соответственно.
Полный список можно найти в документации:\n", + "https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html\n", + "\n", + "Научимся считывать данные в формате csv (comma separated value) функцией:\n", + "\n", + "- pd.read_csv(): \n", + "\n", + "Аргументов у нее очень много, критически важные:\n", + " - **filepath_or_buffer** - текстовая строка с названием (адресом) файла\n", + " - **sep** - разделитель между данными\n", + " - **header** - номер строки, в которой в файле указаны названия столбцов, None, если нет\n", + " - **names** - список с названиями колонок\n", + " - **index_col** - или номер столбца, или список, или ничего - колонка, из которой надо взять названия строк" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "mWdKBTMNhkwx" + }, + "outputs": [], + "source": [ + "data = pd.read_csv('wine_base.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "g8zunGkmhkw2" + }, + "source": [ + "**Смотрим, что загрузилось**\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "slhGLHJNhkw4", + "outputId": "58af12df-d33f-4a2a-e3f6-5a763ba68831" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
150925150925ItalyMany people feel Fiano represents southern Ita...NaN9120.0Southern ItalyFiano di AvellinoNaNWhite BlendFeudi di San Gregorio
150926150926FranceOffers an intriguing nose with ginger, lime an...Cuvée Prestige9127.0ChampagneChampagneNaNChampagne BlendH.Germain
150927150927ItalyThis classic example comes from a cru vineyard...Terre di Dora9120.0Southern ItalyFiano di AvellinoNaNWhite BlendTerredora
150928150928FranceA perfect salmon shade, with scents of peaches...Grand Brut Rosé9052.0ChampagneChampagneNaNChampagne BlendGosset
150929150929ItalyMore Pinot Grigios should taste like this. A r...NaN9015.0Northeastern ItalyAlto AdigeNaNPinot GrigioAlois Lageder
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "8 US This re-named vineyard was formerly bottled as... \n", + "9 US The producer sources from two blocks of the vi... \n", + "10 Italy Elegance, complexity and structure come togeth... \n", + "11 US From 18-year-old vines, this supple well-balan... \n", + "12 US A standout even in this terrific lineup of 201... \n", + "13 France This wine is in peak condition. The tannins an... \n", + "14 US With its sophisticated mix of mineral, acid an... \n", + "15 US First made in 2006, this succulent luscious Ch... \n", + "16 US This blockbuster, powerhouse of a wine suggest... \n", + "17 Spain Nicely oaked blackberry, licorice, vanilla and... \n", + "18 France Coming from a seven-acre vineyard named after ... \n", + "19 US This fresh and lively medium-bodied wine is be... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "8 Silice 95 65.0 Oregon \n", + "9 Gap's Crown Vineyard 95 60.0 California \n", + "10 Ronco della Chiesa 95 80.0 Northeastern Italy \n", + "11 Estate Vineyard Wadensvil Block 95 48.0 Oregon \n", + "12 Weber Vineyard 95 48.0 Oregon \n", + "13 Château Montus Prestige 95 90.0 Southwest France \n", + "14 Grace Vineyard 95 185.0 Oregon \n", + "15 Sigrid 95 90.0 Oregon \n", + "16 Rainin Vineyard 95 325.0 California \n", + "17 6 Años Reserva Premium 95 80.0 Northern Spain \n", + "18 Le Pigeonnier 95 290.0 Southwest France \n", + "19 Gap's Crown Vineyard 95 75.0 California \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "8 Chehalem Mountains Willamette Valley Pinot Noir \n", + "9 Sonoma Coast Sonoma Pinot Noir \n", + "10 Collio NaN Friulano \n", + "11 Ribbon Ridge Willamette Valley Pinot Noir \n", + "12 Dundee Hills Willamette Valley Pinot Noir \n", + "13 Madiran NaN Tannat \n", + "14 Dundee Hills Willamette Valley Pinot Noir \n", + "15 Willamette Valley Willamette Valley Chardonnay \n", + "16 Diamond Mountain District Napa Cabernet Sauvignon \n", + "17 Ribera del Duero NaN Tempranillo \n", + "18 Cahors NaN Malbec \n", + "19 Sonoma Coast Sonoma Pinot Noir \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez \n", + "8 Bergström \n", + "9 Blue Farm \n", + "10 Borgo del Tiglio \n", + "11 Patricia Green Cellars \n", + "12 Patricia Green Cellars \n", + "13 Vignobles Brumont \n", + "14 Domaine Serene \n", + "15 Bergström \n", + "16 Hall \n", + "17 Valduero \n", + "18 Château Lagrézette \n", + "19 Gary Farrell " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(20) # С помощью метода head выводим первые 20 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "UnU4xLLzhkxG" + }, + "source": [ + "**Информация о загруженных данных**:\n", + "\n", + "- Посчитаем, сколько записей\n", + "- Посмотрим, какого типа данные\n", + "- Проверим, есть ли пропуски" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "Z-MKWiELhkxP", + "outputId": "68ca424e-83eb-4d17-d779-1ea7f1a6b4ae" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(150930, 10)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape (так же как и в numpy-массивах) показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "SEr52zb4hkxT", + "outputId": "d72fe356-c89d-4d61-c62b-a64359f748d2" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "1509300" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "sw8ATDX1hkxJ", + "outputId": "2cfce98c-00bf-4093-8bf5-6573e0cd909f", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 150925\n", + "description 150930\n", + "designation 105195\n", + "points 150930\n", + "price 137235\n", + "province 150925\n", + "region_1 125870\n", + "region_2 60953\n", + "variety 150930\n", + "winery 150930\n", + "dtype: int64" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "OwVkE1MKX6mW", + "outputId": "9a9f1142-de9c-4ffa-e051-bb58af728151" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 100\n", + "description 100\n", + "designation 84\n", + "points 100\n", + "price 96\n", + "province 100\n", + "region_1 92\n", + "region_2 43\n", + "variety 100\n", + "winery 100\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(100).count() # Применим метод .count() к первым ста записям нашего датафрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "5AjpVmYFhkxX" + }, + "source": [ + "- Метод info() заодно показывает, какого типа данные в столбцах" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 306 + }, + "id": "G8RHx3kvhkxZ", + "outputId": "cf46dd23-3acf-4d2e-c8c4-046fa7b1f8d6" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 150930 entries, 0 to 150929\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 country 150925 non-null object \n", + " 1 description 150930 non-null object \n", + " 2 designation 105195 non-null object \n", + " 3 points 150930 non-null int64 \n", + " 4 price 137235 non-null float64\n", + " 5 province 150925 non-null object \n", + " 6 region_1 125870 non-null object \n", + " 7 region_2 60953 non-null object \n", + " 8 variety 150930 non-null object \n", + " 9 winery 150930 non-null object \n", + "dtypes: float64(1), int64(1), object(8)\n", + "memory usage: 12.7+ MB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "cMRzYwQdhkxd", + "outputId": "4afa01d4-ec65-452a-fc89-c503253c1efa" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country object\n", + "description object\n", + "designation object\n", + "points int64\n", + "price float64\n", + "province object\n", + "region_1 object\n", + "region_2 object\n", + "variety object\n", + "winery object\n", + "dtype: object" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "S3TniwKUhkxh" + }, + "source": [ + "Начнем проверять на пропуски! \n", + "\n", + "- .isnull() - выдает табличку, где False - ячейка заполнена, True - ячейка пуста :( Ближайшая родня - isna()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "uq1iywLbYsxS", + "outputId": "fcc31e0d-6e49-4967-ac34-d03865227b1f" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
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2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
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" + ], + "text/plain": [ + " country description designation points price province region_1 \\\n", + "0 False False False False False False False \n", + "1 False False False False False False False \n", + "2 False False False False False False False \n", + "3 False False False False False False False \n", + "4 False False False False False False False \n", + "\n", + " region_2 variety winery \n", + "0 False False False \n", + "1 True False False \n", + "2 False False False \n", + "3 False False False \n", + "4 True False False " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ZjTn7cM5zyta", + "outputId": "b3889e78-08c3-4bdf-c4ec-260d35eed9ea" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 5\n", + "description 0\n", + "designation 45735\n", + "points 0\n", + "price 13695\n", + "province 5\n", + "region_1 25060\n", + "region_2 89977\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "D7aHOhOGY5pe", + "outputId": "ce904bd7-3087-40a2-824e-7f7047f358db" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0\n", + "description 0\n", + "designation 16\n", + "points 0\n", + "price 4\n", + "province 0\n", + "region_1 8\n", + "region_2 57\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(100).isna().sum() # Подсчитаем количество пропусков в каждом столбце для первых ста записей" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ZaiGPw-KY9eQ", + "outputId": "3ffbc798-c5bc-4970-c6c3-1608da30afe4" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0\n", + "description 0\n", + "designation 16\n", + "points 0\n", + "price 4\n", + "province 0\n", + "region_1 8\n", + "region_2 57\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 20, + "metadata": { + "tags": [] + }, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head(100).sum() # Подсчитаем количество пропусков в каждом столбце для первых ста записей (равнозначно предыдущей записи)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "NHeX2czDhkxi", + "outputId": "9995758b-2f88-47ca-ab63-37cb364875dd" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0.000033\n", + "description 0.000000\n", + "designation 0.303021\n", + "points 0.000000\n", + "price 0.090737\n", + "province 0.000033\n", + "region_1 0.166037\n", + "region_2 0.596151\n", + "variety 0.000000\n", + "winery 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # Посчитаем какую часть составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "tvAQTignhkxo", + "outputId": "7d223855-7d97-4529-bb74-572e21ed89a2" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "174477\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() # Подсчитаем сколько всего пропусков (во всех столбцах) в нашем датафрейме\n", + "print(proc) # Отобразим количество посчитанных пропусков" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "EOZz-GAPhkxr", + "outputId": "b7997cfd-a292-48ff-d431-ff425d210a7c" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "11.6%\n" + ] + } + ], + "source": [ + "# Переведем полученное значение в процентное отображение\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "OuW1gRtlhkxz" + }, + "outputs": [], + "source": [ + "### Как оценить пропуски визуально" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 735 + }, + "id": "ToPE3VkWhkx1", + "outputId": "6a5c7213-1a94-4823-e5cf-3d19468a890d", + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt # Загружаем модуль matplotlib.pyplot\n", + "import seaborn as sns # Загружаем модуль seaborn\n", + "%matplotlib inline\n", + "\n", + "fig, ax = plt.subplots(figsize=(20,12)) # Создаем область под график\n", + "sns_heatmap = sns.heatmap(data.isnull(), yticklabels=False, cbar=False, cmap='viridis') # Визуализируем прпуски\n", + "plt.show() # Отображаем график" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "E8w2yGJ1hkx6" + }, + "source": [ + "Что с ним делать?\n", + "\n", + "Выбора не очень много:
\n", + "\n", + "1) Удалять: \n", + "- dropna(axis=0, how='any'): axis = 0 - удаляем построчно, axis = 1 выкидываем столбец; how ='any' - выкидываем, если есть хотя бы одна ячейка пустая. how = 'all' - выкидываем, если есть полностью пустая строка или столбец\n", + "\n", + "2) Вставлять информацию самим:\n", + "- fillna() - это отдельное искусство, как заполнять. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 495 + }, + "id": "uZgh1E3nhkx6", + "outputId": "3a6709c7-3fbc-4260-bcd9-69c47228b013" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroPythonTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolPythonProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroPythonTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroPythonTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroPythonTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
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11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
20USHeitz has made this stellar rosé from the rare...Grignolino9524.0CaliforniaNapa ValleyNapaRoséHeitz
25New ZealandYields were down in 2015, but intensity is up,...Maté's Vineyard9457.0KumeuNaNNaNChardonnayKumeu River
30BulgariaThis Bulgarian Mavrud presents the nose with s...Bergulé9015.0BulgariaNaNNaNMavrudVilla Melnik
35ItalyForest floor, tilled soil, mature berry and a ...Riserva90135.0TuscanyBrunello di MontalcinoNaNSangioveseCarillon
40SpainEarthy plum and cherry aromas score points for...Amandi9017.0GaliciaRibeira SacraNaNMencíaDon Bernardino
45ItalyA blend of 90% Sangiovese and 10% Canaiolo, th...Vigneto Odoardo Beccari Riserva9030.0TuscanyChianti ClassicoNaNRed BlendVignavecchia
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2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
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0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
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descriptionpoints
0This tremendous 100% varietal wine hails from ...96
5Deep, dense and pure from the opening bell, th...95
10Elegance, complexity and structure come togeth...95
15First made in 2006, this succulent luscious Ch...95
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" + ], + "text/plain": [ + " description points\n", + "0 This tremendous 100% varietal wine hails from ... 96\n", + "5 Deep, dense and pure from the opening bell, th... 95\n", + "10 Elegance, complexity and structure come togeth... 95\n", + "15 First made in 2006, this succulent luscious Ch... 95\n", + "20 Heitz has made this stellar rosé from the rare... 95" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.iloc[::5, [1,3]].head() # Отобразим каждую 5 строку и 1 и 3 столбец" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "sIao6149hkyy" + }, + "source": [ + "#### Отбор с условиями\n", + "\n", + "Так, а если мне нужны вина дороже $15 долларов? Как быть?" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": { + "id": "YsIrLdRnhkyy" + }, + "outputs": [], + "source": [ + "#задаем маску\n", + "mask = data['price'] > 15" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 119 + }, + "id": "nfVB6YBbhky0", + "outputId": "ebfb750f-f4f2-43a3-c62b-4e39273046de" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0 True\n", + "1 True\n", + "2 True\n", + "3 True\n", + "4 True\n", + "Name: price, dtype: bool" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mask.head() # Отобразим маску" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 359 + }, + "id": "FADnit0Ghky2", + "outputId": "16cf6881-4c3c-408e-f661-4141182143d5" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
.................................
150924FranceReally fine for a low-acid vintage, there's an...Diamant Bleu9170.0ChampagneChampagneNaNChampagne BlendHeidsieck & Co Monopole
150925ItalyMany people feel Fiano represents southern Ita...NaN9120.0Southern ItalyFiano di AvellinoNaNWhite BlendFeudi di San Gregorio
150926FranceOffers an intriguing nose with ginger, lime an...Cuvée Prestige9127.0ChampagneChampagneNaNChampagne BlendH.Germain
150927ItalyThis classic example comes from a cru vineyard...Terre di Dora9120.0Southern ItalyFiano di AvellinoNaNWhite BlendTerredora
150928FranceA perfect salmon shade, with scents of peaches...Grand Brut Rosé9052.0ChampagneChampagneNaNChampagne BlendGosset
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103342 rows × 10 columns

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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "... ... ... \n", + "150924 France Really fine for a low-acid vintage, there's an... \n", + "150925 Italy Many people feel Fiano represents southern Ita... \n", + "150926 France Offers an intriguing nose with ginger, lime an... \n", + "150927 Italy This classic example comes from a cru vineyard... \n", + "150928 France A perfect salmon shade, with scents of peaches... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "... ... ... ... ... \n", + "150924 Diamant Bleu 91 70.0 Champagne \n", + "150925 NaN 91 20.0 Southern Italy \n", + "150926 Cuvée Prestige 91 27.0 Champagne \n", + "150927 Terre di Dora 91 20.0 Southern Italy \n", + "150928 Grand Brut Rosé 90 52.0 Champagne \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "... ... ... ... \n", + "150924 Champagne NaN Champagne Blend \n", + "150925 Fiano di Avellino NaN White Blend \n", + "150926 Champagne NaN Champagne Blend \n", + "150927 Fiano di Avellino NaN White Blend \n", + "150928 Champagne NaN Champagne Blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "... ... \n", + "150924 Heidsieck & Co Monopole \n", + "150925 Feudi di San Gregorio \n", + "150926 H.Germain \n", + "150927 Terredora \n", + "150928 Gosset \n", + "\n", + "[103342 rows x 10 columns]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#и отбираем данные\n", + "temp = data[mask] # Выбираем данные из датафрейма в соответствии с маской и записываем их в новый даатафрейм temp\n", + "temp # Отображаем temp" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "EHT3VYtNhky4", + "outputId": "84091e0c-6995-4d73-b63a-c69aeec6ecd4" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
898ItalyAromas of crushed plum, asphalt, oak, toast, e...Sorì Tildin92500.0PiedmontLangheNaNRed BlendGaja
2145FranceFull of ripe fruit, opulent and concentrated, ...NaN100848.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau Haut-Brion
2155FranceThere is a sense of pure juicy black-currant f...NaN97450.0BordeauxMargauxNaNBordeaux-style Red BlendChâteau Margaux
2159FranceWith seriously dense tannins, this shows great...NaN97330.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau Haut-Brion
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
2145FranceFull of ripe fruit, opulent and concentrated, ...NaN100848.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau Haut-Brion
2155FranceThere is a sense of pure juicy black-currant f...NaN97450.0BordeauxMargauxNaNBordeaux-style Red BlendChâteau Margaux
2159FranceWith seriously dense tannins, this shows great...NaN97330.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau Haut-Brion
2434FranceWith 83% Sémillon in the blend, this wine has ...NaN97698.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau La Mission Haut-Brion
2673FranceAs with Clos de Vougeot in red, every producer...NaN90238.0BurgundyCorton-CharlemagneNaNChardonnayJean-Luc and Paul Aegerter
2733FranceRichly endowed, the wine is beautifully concen...NaN95202.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau La Mission Haut-Brion
2742FranceThis is a powerfully structured wine from a 18...NaN95250.0BordeauxPomerolNaNBordeaux-style Red BlendChâteau Trotanoy
7796FranceThis is full of fruit and weighty tannins. Com...NaN96240.0BurgundyChambertinNaNPinot NoirDomaine Rossignol-Trapet
7798FranceInitially, this is a richly ripe wine with tro...NaN96315.0BurgundyChevalier-MontrachetNaNChardonnayBouchard Père & Fils
8071FranceRounded and rich, it is full of dark fruits an...Clos des Cortons Faiveley95225.0BurgundyCorton-RognetNaNPinot NoirDomaine Faiveley
8072FranceThis is the big one, one of the most treasured...NaN95520.0BurgundyMontrachetNaNChardonnayLouis Latour
8074FranceA small, acre-sized parcel gives a wine that h...NaN95300.0BurgundyChambertin Clos de BèzeNaNPinot NoirChanson Père et Fils
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" + ], + "text/plain": [ + " country ... winery\n", + "0 US ... Heitz\n", + "16 US ... Hall\n", + "18 France ... Château Lagrézette\n", + "2145 France ... Château Haut-Brion\n", + "2155 France ... Château Margaux\n", + "2159 France ... Château Haut-Brion\n", + "2434 France ... Château La Mission Haut-Brion\n", + "2673 France ... Jean-Luc and Paul Aegerter\n", + "2733 France ... Château La Mission Haut-Brion\n", + "2742 France ... Château Trotanoy\n", + "7796 France ... Domaine Rossignol-Trapet\n", + "7798 France ... Bouchard Père & Fils\n", + "8071 France ... Domaine Faiveley\n", + "8072 France ... Louis Latour\n", + "8074 France ... Chanson Père et Fils\n", + "\n", + "[15 rows x 10 columns]" + ] + }, + "execution_count": 44, + "metadata": { + "tags": [] + }, + "output_type": "execute_result" + } + ], + "source": [ + "data[(data.price > 200) & ((data.country == 'US') | (data.country == 'France'))].head(15) # Составное условие" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Da0WfR_5hky_" + }, + "outputs": [], + "source": [ + "### Мультииндексация" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "gIqtjR45hky_", + "outputId": "48a1fdf1-4c7f-4c3c-8e76-b9e773cb15c7" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head() # Отобразим наш датафрем" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "JizHrXguhkzC", + "outputId": "4b793963-14d9-4f87-bb3f-b26bb14d2d8e" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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descriptiondesignationpointsprovinceregion_1region_2varietywinery
countryprice
Albania20.020220022
Argentina4.032333033
5.091999099
6.0741974747407474
7.0611961616106161
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230.022222022
250.011111011
Australia5.011011111101111
6.092999099
7.0512151515105151
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" + ], + "text/plain": [ + " description designation points province region_1 \\\n", + "country price \n", + "Albania 20.0 2 0 2 2 0 \n", + "Argentina 4.0 3 2 3 3 3 \n", + " 5.0 9 1 9 9 9 \n", + " 6.0 74 19 74 74 74 \n", + " 7.0 61 19 61 61 61 \n", + "... ... ... ... ... ... \n", + " 230.0 2 2 2 2 2 \n", + " 250.0 1 1 1 1 1 \n", + "Australia 5.0 11 0 11 11 11 \n", + " 6.0 9 2 9 9 9 \n", + " 7.0 51 21 51 51 51 \n", + "\n", + " region_2 variety winery \n", + "country price \n", + "Albania 20.0 0 2 2 \n", + "Argentina 4.0 0 3 3 \n", + " 5.0 0 9 9 \n", + " 6.0 0 74 74 \n", + " 7.0 0 61 61 \n", + "... ... ... ... \n", + " 230.0 0 2 2 \n", + " 250.0 0 1 1 \n", + "Australia 5.0 0 11 11 \n", + " 6.0 0 9 9 \n", + " 7.0 0 51 51 \n", + "\n", + "[100 rows x 8 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_ = data.groupby(['country', 'price']).count() # Сграппируем данные сначала по странам, а затем по price\n", + "data_.head(100) # Отобразим первые 50 строк нового датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 450 + }, + "id": "hE9aG1imhkzG", + "outputId": "b2abe0e9-93f7-4044-e88c-844918452e52" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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descriptiondesignationpointsprovinceregion_1region_2varietywinery
price
4.092999999
5.03316333333323333
6.05813585858585858
7.020658206206206203206206
8.0458188458458456444458458
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350.050555455
450.010111111
500.032333333
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2013.011111111
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" + ], + "text/plain": [ + " description designation points province region_1 region_2 \\\n", + "price \n", + "4.0 9 2 9 9 9 9 \n", + "5.0 33 16 33 33 33 32 \n", + "6.0 58 13 58 58 58 58 \n", + "7.0 206 58 206 206 206 203 \n", + "8.0 458 188 458 458 456 444 \n", + "... ... ... ... ... ... ... \n", + "350.0 5 0 5 5 5 4 \n", + "450.0 1 0 1 1 1 1 \n", + "500.0 3 2 3 3 3 3 \n", + "625.0 2 2 2 2 2 2 \n", + "2013.0 1 1 1 1 1 1 \n", + "\n", + " variety winery \n", + "price \n", + "4.0 9 9 \n", + "5.0 33 33 \n", + "6.0 58 58 \n", + "7.0 206 206 \n", + "8.0 458 458 \n", + "... ... ... \n", + "350.0 5 5 \n", + "450.0 1 1 \n", + "500.0 3 3 \n", + "625.0 2 2 \n", + "2013.0 1 1 \n", + "\n", + "[149 rows x 8 columns]" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_.loc['US'] # Отобразим все данные для 'US'" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 170 + }, + "id": "ZteYvkfehkzL", + "outputId": "938087ed-492f-4ddf-c3f1-16ca3b38f331" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "description 318\n", + "designation 261\n", + "points 318\n", + "province 318\n", + "region_1 318\n", + "region_2 317\n", + "variety 318\n", + "winery 318\n", + "Name: (US, 100.0), dtype: int64" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_.loc['US', 100] # Отобразим данные для 'US', у кого 100 points" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6o6JX1OnhkzP" + }, + "outputs": [], + "source": [ + "#### Как изменять значения в табличке" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "sVulAc0HsaLu", + "outputId": "6fca9bb4-357b-4398-e509-6191a1ee9e74" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_backup = data.copy() # Создаем копию нашего датафрейма и записываем в переменную data_backup\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 297 + }, + "id": "eMhSX4jqhkzP", + "outputId": "5ee71b23-0935-46c4-925f-912e28eeda25" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USkotikiMartha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...1299690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...newnewnewOregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...newnewnewProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
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" + ], + "text/plain": [ + " country description \\\n", + "0 US kotiki \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 129 96 90.0 California \n", + "3 new new new Oregon \n", + "4 new new new Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez " + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.iloc[0,1] = 'kotiki' # Вставляем новое значение в 0 строку и 1 стоблец\n", + "data.iloc[2,2] = '129' # Вставляем новое значение в 2 строку и 2 стоблец\n", + "data.iloc[3:5,2:5] = 'new' # Вставляем новое значение с 3 по 5 строку и со 2го по 5ый стоблец\n", + "data.head(8)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": { + "id": "RZvBCkMCsiOT" + }, + "outputs": [], + "source": [ + "data = data_backup.copy() # Восстанавливаем данные из копии" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "SNliNx3TPCTX", + "outputId": "2f0ccacf-df6b-4499-c844-12be866957dc" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
\n", + "
" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "qXlU-wqyhkzT", + "outputId": "b65e6f8a-0562-43d7-b09a-ff2c8f9eab35" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard2001000.0CaliforniaNapa ValleySyberiaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva2001000.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySyberiaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleySyberiaPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
\n", + "
" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 200 1000.0 California \n", + "1 Carodorum Selección Especial Reserva 200 1000.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety winery \n", + "0 Napa Valley Syberia Cabernet Sauvignon Heitz \n", + "1 Toro NaN Tinta de Toro Bodega Carmen Rodríguez \n", + "2 Knights Valley Syberia Sauvignon Blanc Macauley \n", + "3 Willamette Valley Syberia Pinot Noir Ponzi \n", + "4 Bandol NaN Provence red blend Domaine de la Bégude " + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.loc[data.country == 'US', 'region_2'] = 'Syberia'\n", + "data.loc[data.price > 100, 'points'] = 200\n", + "data.loc[data.price > 100, 'price'] = 1000\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6PumqSIU7Q7U" + }, + "outputs": [], + "source": [ + "## Перевод в Numpy\n" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 51 + }, + "id": "Obs9TzQ9E8ss", + "outputId": "7ea94ae7-0ee5-4773-be88-14ab92522349" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(150930, 10)\n" + ] + }, + { + "data": { + "text/plain": [ + "dtype('O')" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np_data = data.values # Получаем данные из датафрейма и записываем их в переменную np_data\n", + "print(np_data.shape) # Выводим размерность np_data\n", + "np_data.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 105 + }, + "id": "y1n1cNpdrFqQ", + "outputId": "f6f3c2df-9732-40ed-8569-5d53223b9a24" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['US'\n", + " 'This tremendous 100% varietal wine hails from Oakville and was aged over three years in oak. Juicy red-cherry fruit and a compelling hint of caramel greet the palate, framed by elegant, fine tannins and a subtle minty tone in the background. Balanced and rewarding from start to finish, it has years ahead of it to develop further nuance. Enjoy 2022–2030.'\n", + " \"Martha's Vineyard\" 200 1000.0 'California' 'Napa Valley' 'Syberia'\n", + " 'Cabernet Sauvignon' 'Heitz']\n" + ] + } + ], + "source": [ + "print(np_data[0]) # Выводим 0ой элемент из массива" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 717 + }, + "id": "UsAcU8mBnWwn", + "outputId": "4eec37c8-c418-4140-de98-c4ec5b6bbe8b" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['US'\n", + " 'This tremendous 100% varietal wine hails from Oakville and was aged over three years in oak. Juicy red-cherry fruit and a compelling hint of caramel greet the palate, framed by elegant, fine tannins and a subtle minty tone in the background. Balanced and rewarding from start to finish, it has years ahead of it to develop further nuance. Enjoy 2022–2030.'\n", + " \"Martha's Vineyard\" 200 1000.0 'California' 'Napa Valley' 'Syberia'\n", + " 'Cabernet Sauvignon' 'Heitz']\n", + "['Spain'\n", + " 'Ripe aromas of fig, blackberry and cassis are softened and sweetened by a slathering of oaky chocolate and vanilla. This is full, layered, intense and cushioned on the palate, with rich flavors of chocolaty black fruits and baking spices. A toasty, everlasting finish is heady but ideally balanced. Drink through 2023.'\n", + " 'Carodorum Selección Especial Reserva' 200 1000.0 'Northern Spain' 'Toro'\n", + " nan 'Tinta de Toro' 'Bodega Carmen Rodríguez']\n", + "['US'\n", + " 'Mac Watson honors the memory of a wine once made by his mother in this tremendously delicious, balanced and complex botrytised white. Dark gold in color, it layers toasted hazelnut, pear compote and orange peel flavors, reveling in the succulence of its 122 g/L of residual sugar.'\n", + " 'Special Selected Late Harvest' 96 90.0 'California' 'Knights Valley'\n", + " 'Syberia' 'Sauvignon Blanc' 'Macauley']\n", + "['US'\n", + " \"This spent 20 months in 30% new French oak, and incorporates fruit from Ponzi's Aurora, Abetina and Madrona vineyards, among others. Aromatic, dense and toasty, it deftly blends aromas and flavors of toast, cigar box, blackberry, black cherry, coffee and graphite. Tannins are polished to a fine sheen, and frame a finish loaded with dark chocolate and espresso. Drink now through 2032.\"\n", + " 'Reserve' 96 65.0 'Oregon' 'Willamette Valley' 'Syberia' 'Pinot Noir'\n", + " 'Ponzi']\n", + "['France'\n", + " 'This is the top wine from La Bégude, named after the highest point in the vineyard at 1200 feet. It has structure, density and considerable acidity that is still calming down. With 18 months in wood, the wine has developing an extra richness and concentration. Produced by the Tari family, formerly of Château Giscours in Margaux, it is a wine made for aging. Drink from 2020.'\n", + " 'La Brûlade' 95 66.0 'Provence' 'Bandol' nan 'Provence red blend'\n", + " 'Domaine de la Bégude']\n", + "['Spain'\n", + " 'Deep, dense and pure from the opening bell, this Toro is a winner. Aromas of dark ripe black fruits are cool and moderately oaked. This feels massive on the palate but sensationally balanced. Flavors of blackberry, coffee, mocha and toasty oak finish spicy, smooth and heady. Drink this exemplary Toro through 2023.'\n", + " 'Numanthia' 95 73.0 'Northern Spain' 'Toro' nan 'Tinta de Toro'\n", + " 'Numanthia']\n", + "['Spain'\n", + " \"Slightly gritty black-fruit aromas include a sweet note of pastry along with a hint of prune. Wall-to-wall saturation ensures that all corners of one's mouth are covered. Flavors of blackberry, mocha and chocolate are highly impressive and expressive, while this settles nicely on a long finish. Drink now through 2024.\"\n", + " 'San Román' 95 65.0 'Northern Spain' 'Toro' nan 'Tinta de Toro'\n", + " 'Maurodos']\n", + "['Spain'\n", + " 'Lush cedary black-fruit aromas are luxe and offer notes of marzipan and vanilla. This bruiser is massive and tannic on the palate, but still lush and friendly. Chocolate is a key flavor, while baked berry and cassis flavors are hardly wallflowers. On the finish, this is tannic and deep as a sea trench. Drink this saturated black-colored Toro through 2023.'\n", + " 'Carodorum Único Crianza' 200 1000.0 'Northern Spain' 'Toro' nan\n", + " 'Tinta de Toro' 'Bodega Carmen Rodríguez']\n", + "['US'\n", + " \"This re-named vineyard was formerly bottled as deLancellotti. You'll find striking minerality underscoring chunky black fruits. Accents of citrus and graphite comingle, with exceptional midpalate concentration. This is a wine to cellar, though it is already quite enjoyable. Drink now through 2030.\"\n", + " 'Silice' 95 65.0 'Oregon' 'Chehalem Mountains' 'Syberia' 'Pinot Noir'\n", + " 'Bergström']\n", + "['US'\n", + " 'The producer sources from two blocks of the vineyard for this wine—one at a high elevation, which contributes bright acidity. Crunchy cranberry, pomegranate and orange peel flavors surround silky, succulent layers of texture that present as fleshy fruit. That delicately lush flavor has considerable length.'\n", + " \"Gap's Crown Vineyard\" 95 60.0 'California' 'Sonoma Coast' 'Syberia'\n", + " 'Pinot Noir' 'Blue Farm']\n" + ] + } + ], + "source": [ + "# Выведем первые 10 элементов из np_data\n", + "for i in range(10):\n", + " print(np_data[i])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8F6G2AUnKFCA" + }, + "source": [ + "# **Глоссарий**\n", + "\n", + "\n", + "pd.DataFrame(данные, columns = [колонки, если есть], index = [индексы ,если есть]) - создать датафрейм\n", + "\n", + "pd.read_csv(полный адрес расположения файла) - открыть .csv файл\n", + "\n", + "------------\n", + "\n", + ".head() - посмотреть верхушку датафрейма (первые n строк)\n", + "\n", + ".tail() - посмотреть конец датафрейма (последние n строк)\n", + "\n", + ".columns - список колонок датафрейма\n", + "\n", + ".values - вывести массив всех значений датафрейма\n", + "\n", + ".index - список индексов датафрейма\n", + "\n", + ".tolist() - перевести в список\n", + "\n", + ".count() - посчитать количество определенных величин во фрейме\n", + "\n", + ".describe() - посмотреть основные статистические характеристики фрейма\n", + "\n", + ".shape - форма фрейма (строки, колонки)\n", + "\n", + ".size - размер фрейма строки*колонки\n", + "\n", + ".info() - информация о данных каждой колонки\n", + "\n", + ".dtypes - тип данных каждой колонки\n", + "\n", + ".isnull() - где недостает значений\n", + "\n", + ".isna()- есть ли значения None\n", + "\n", + ".dropna() - выкинуть строки/колонки с None\n", + "\n", + ".fillna() - заполнить заданным значеним ячейки, где есть None\n", + "\n", + ".loc[] - вывести значения по названиям колонок\n", + "\n", + ".iloc[] - вывести значения по индексам колонок\n", + "\n", + ".drop() - выкинуть определенные значения\n", + "\n", + "--------------\n", + "\n", + "pd.to_datetime(колонка, которую переводим в формат временного ряда)\n", + "\n", + ".groupby() - сгруппировать по конкретному признаку\n", + "\n", + ".copy() - создать копию\n", + "\n", + ".sort_values() - сортировка значений\n", + "\n", + "pd.concat([df1,df2]) - конкатенация фреймов\n", + "\n", + ".merge(второй_датафрейм, on = 'общая колонка, по которой склеиваем', how = 'с какой стороны') - конкатенация фреймов через общий признак\n", + "\n", + "-------------\n", + "\n", + "\n", + ".corr() - вычислить корреляцию\n", + "\n", + ".median() - вычислить медиану\n", + "\n", + ".cumsum() - вычислить куммулятивную сумму\n", + "\n", + ".cumprod() - вычислить коммулятивное произведение\n", + "\n", + ".cummax() - вычислить коммулятивный максимум\n", + "\n", + "-------------\n", + "\n", + ".quantile([]) - вычислить квантили\n", + "\n", + ".nunique() - уникальные значения для n-колонок/строк\n", + "\n", + ".unique() - уникальные значения определенной колонки/строк\n", + "\n", + "------------\n", + "\n", + ".apply(функция) - применить функцию для колонки/строки\n", + "\n", + ".agg(набор_функций) - применить ряд функций для колонки/строки\n" + ] + } + ], + "metadata": { + "colab": { + "provenance": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/4 лекция (Pandas ч.2).ipynb b/4 лекция (Pandas ч.2).ipynb new file mode 100644 index 0000000..5e45f61 --- /dev/null +++ b/4 лекция (Pandas ч.2).ipynb @@ -0,0 +1,4825 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ojlhGzdxhkwR" + }, + "source": [ + "## Pandas. Загрузка библиотек" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "DqYWosnHhkwU" + }, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем библиотеку Pandas\n", + "import numpy as np # Загружаем библиотеку numpy" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "vX8TZMleKHiw" + }, + "outputs": [], + "source": [ + "data = pd.read_csv('wine_base.csv', index_col = 0) # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ggbR-UGu7wJZ", + "outputId": "735190d5-000c-479d-fb04-d7973bd58dd4" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "_mybfuLlhkzU" + }, + "outputs": [], + "source": [ + "## 1. Конкатенация\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "vUn3NnurhkzV", + "outputId": "11da5650-2592-40f3-c0d6-59a503352985" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[4, 5, 6, 7, 234, 23, 0, 1, 2, 3, 4, 5, 6, 7, 234, 23, 0, 1, 2, 3, 0, 1, 2, 3]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = [0, 1, 2, 3] # Создаем список а\n", + "b = [4, 5, 6, 7, 234, 23] # Создаем список b\n", + "b + a + b + a + a # Делаем конкатенацию (объединение) списков" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "DzVWtFnXhkzX" + }, + "outputs": [], + "source": [ + "data_1 = data[0:15].copy() # Берем первые 15 строк из data и делаем их копию в data_1\n", + "data_2 = data[15:30].copy() # Берем строки с 15 по 30 из data и делаем их копию в data_2" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "T2Nq4UnUhkza", + "outputId": "0d7c713f-8eae-4e25-878c-c7e1cf26f8d5" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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" + ], + "text/plain": [ + " country description \\\n", + "15 US First made in 2006, this succulent luscious Ch... \n", + "16 US This blockbuster, powerhouse of a wine suggest... \n", + "17 Spain Nicely oaked blackberry, licorice, vanilla and... \n", + "18 France Coming from a seven-acre vineyard named after ... \n", + "19 US This fresh and lively medium-bodied wine is be... \n", + "\n", + " designation points price province \\\n", + "15 Sigrid 95 90.0 Oregon \n", + "16 Rainin Vineyard 95 325.0 California \n", + "17 6 Años Reserva Premium 95 80.0 Northern Spain \n", + "18 Le Pigeonnier 95 290.0 Southwest France \n", + "19 Gap's Crown Vineyard 95 75.0 California \n", + "\n", + " region_1 region_2 variety \\\n", + "15 Willamette Valley Willamette Valley Chardonnay \n", + "16 Diamond Mountain District Napa Cabernet Sauvignon \n", + "17 Ribera del Duero NaN Tempranillo \n", + "18 Cahors NaN Malbec \n", + "19 Sonoma Coast Sonoma Pinot Noir \n", + "\n", + " winery \n", + "15 Bergström \n", + "16 Hall \n", + "17 Valduero \n", + "18 Château Lagrézette \n", + "19 Gary Farrell " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_2.head() # Выводим первые 5 строк data_2" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "hQn7iScFhkzb", + "outputId": "1dfa87c8-4278-49f5-c1d4-8507d2d13667" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
20USHeitz has made this stellar rosé from the rare...Grignolino9524.0CaliforniaNapa ValleyNapaRoséHeitz
21SpainAlluring, complex and powerful aromas of grill...Prado Enea Gran Reserva9579.0Northern SpainRiojaNaNTempranillo BlendMuga
22SpainTarry blackberry and cheesy oak aromas are app...Termanthia95220.0Northern SpainToroNaNTinta de ToroNumanthia
23USThe apogee of this ambitious winery's white wi...Giallo Solare9560.0CaliforniaEdna ValleyCentral CoastChardonnayCenter of Effort
24USSan Jose-based producer Adam Comartin heads 1,...R-Bar-R Ranch9545.0CaliforniaSanta Cruz MountainsCentral CoastPinot NoirComartin
25New ZealandYields were down in 2015, but intensity is up,...Maté's Vineyard9457.0KumeuNaNNaNChardonnayKumeu River
26USBergström has made a Shea designate since 2003...Shea Vineyard9462.0OregonWillamette ValleyNaNPinot NoirBergström
27USFocused and dense, this intense wine captures ...Abetina94105.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
28USCranberry, baked rhubarb, anise and crushed sl...Garys' Vineyard9460.0CaliforniaSanta Lucia HighlandsCentral CoastPinot NoirRoar
29USThis standout Rocks District wine brings earth...The Funk Estate9460.0WashingtonWalla Walla Valley (WA)Columbia ValleySyrahSaviah
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "8 US This re-named vineyard was formerly bottled as... \n", + "9 US The producer sources from two blocks of the vi... \n", + "10 Italy Elegance, complexity and structure come togeth... \n", + "11 US From 18-year-old vines, this supple well-balan... \n", + "12 US A standout even in this terrific lineup of 201... \n", + "13 France This wine is in peak condition. The tannins an... \n", + "14 US With its sophisticated mix of mineral, acid an... \n", + "15 US First made in 2006, this succulent luscious Ch... \n", + "16 US This blockbuster, powerhouse of a wine suggest... \n", + "17 Spain Nicely oaked blackberry, licorice, vanilla and... \n", + "18 France Coming from a seven-acre vineyard named after ... \n", + "19 US This fresh and lively medium-bodied wine is be... \n", + "20 US Heitz has made this stellar rosé from the rare... \n", + "21 Spain Alluring, complex and powerful aromas of grill... \n", + "22 Spain Tarry blackberry and cheesy oak aromas are app... \n", + "23 US The apogee of this ambitious winery's white wi... \n", + "24 US San Jose-based producer Adam Comartin heads 1,... \n", + "25 New Zealand Yields were down in 2015, but intensity is up,... \n", + "26 US Bergström has made a Shea designate since 2003... \n", + "27 US Focused and dense, this intense wine captures ... \n", + "28 US Cranberry, baked rhubarb, anise and crushed sl... \n", + "29 US This standout Rocks District wine brings earth... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "8 Silice 95 65.0 Oregon \n", + "9 Gap's Crown Vineyard 95 60.0 California \n", + "10 Ronco della Chiesa 95 80.0 Northeastern Italy \n", + "11 Estate Vineyard Wadensvil Block 95 48.0 Oregon \n", + "12 Weber Vineyard 95 48.0 Oregon \n", + "13 Château Montus Prestige 95 90.0 Southwest France \n", + "14 Grace Vineyard 95 185.0 Oregon \n", + "15 Sigrid 95 90.0 Oregon \n", + "16 Rainin Vineyard 95 325.0 California \n", + "17 6 Años Reserva Premium 95 80.0 Northern Spain \n", + "18 Le Pigeonnier 95 290.0 Southwest France \n", + "19 Gap's Crown Vineyard 95 75.0 California \n", + "20 Grignolino 95 24.0 California \n", + "21 Prado Enea Gran Reserva 95 79.0 Northern Spain \n", + "22 Termanthia 95 220.0 Northern Spain \n", + "23 Giallo Solare 95 60.0 California \n", + "24 R-Bar-R Ranch 95 45.0 California \n", + "25 Maté's Vineyard 94 57.0 Kumeu \n", + "26 Shea Vineyard 94 62.0 Oregon \n", + "27 Abetina 94 105.0 Oregon \n", + "28 Garys' Vineyard 94 60.0 California \n", + "29 The Funk Estate 94 60.0 Washington \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "8 Chehalem Mountains Willamette Valley Pinot Noir \n", + "9 Sonoma Coast Sonoma Pinot Noir \n", + "10 Collio NaN Friulano \n", + "11 Ribbon Ridge Willamette Valley Pinot Noir \n", + "12 Dundee Hills Willamette Valley Pinot Noir \n", + "13 Madiran NaN Tannat \n", + "14 Dundee Hills Willamette Valley Pinot Noir \n", + "15 Willamette Valley Willamette Valley Chardonnay \n", + "16 Diamond Mountain District Napa Cabernet Sauvignon \n", + "17 Ribera del Duero NaN Tempranillo \n", + "18 Cahors NaN Malbec \n", + "19 Sonoma Coast Sonoma Pinot Noir \n", + "20 Napa Valley Napa Rosé \n", + "21 Rioja NaN Tempranillo Blend \n", + "22 Toro NaN Tinta de Toro \n", + "23 Edna Valley Central Coast Chardonnay \n", + "24 Santa Cruz Mountains Central Coast Pinot Noir \n", + "25 NaN NaN Chardonnay \n", + "26 Willamette Valley NaN Pinot Noir \n", + "27 Willamette Valley Willamette Valley Pinot Noir \n", + "28 Santa Lucia Highlands Central Coast Pinot Noir \n", + "29 Walla Walla Valley (WA) Columbia Valley Syrah \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez \n", + "8 Bergström \n", + "9 Blue Farm \n", + "10 Borgo del Tiglio \n", + "11 Patricia Green Cellars \n", + "12 Patricia Green Cellars \n", + "13 Vignobles Brumont \n", + "14 Domaine Serene \n", + "15 Bergström \n", + "16 Hall \n", + "17 Valduero \n", + "18 Château Lagrézette \n", + "19 Gary Farrell \n", + "20 Heitz \n", + "21 Muga \n", + "22 Numanthia \n", + "23 Center of Effort \n", + "24 Comartin \n", + "25 Kumeu River \n", + "26 Bergström \n", + "27 Ponzi \n", + "28 Roar \n", + "29 Saviah " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_concat = pd.concat([data_1, data_2]) # 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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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0USKerasMartha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "\n", + " region_1 region_2 variety winery \n", + "0 Napa Valley Napa Cabernet Sauvignon Heitz \n", + "1 Toro NaN Tinta de Toro Bodega Carmen Rodríguez " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_concat.head(2) # Выводим на экран 2 первые строки df_concat" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "0Chntu25WIF2" + }, + "outputs": [], + "source": [ + "## 2. Добавление столбцов и строк" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "niLdtd4xWMb0", + "outputId": "48bda55e-a9ef-4026-fbd1-70f9021f2b84" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head() # Выведем первые 5 строк data" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ItPspZfLjAfL" + }, + "source": [ + "Groupby - это очень важный и широко используемый метод. Позволяет делать группировку данных по какому-либо столбцу. \n", + "\n", + "Пример:\n", + "* посчитать средние баллы и цену в разрезе по странам и провинциям" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "UM89p_pcjAfO", + "outputId": "dee3be1a-1cf3-44cb-8af2-4390811c9cce" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/wx/b8w5bvpx5hjdgyvqlfp38x940000gn/T/ipykernel_15726/32687945.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n", + " df_mean = data.groupby(['country']).mean() # Группируем данные по странам и считаем среднее значение (считается для числовых столбцов)\n" + ] + }, + { + "data": { + "text/html": [ + "
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pointsprice
country
Albania88.00000020.000000
Argentina85.99609320.794881
Australia87.89247531.258480
Austria89.27674231.192106
Bosnia and Herzegovina84.75000012.750000
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" + ], + "text/plain": [ + " points price\n", + "country \n", + "Albania 88.000000 20.000000\n", + "Argentina 85.996093 20.794881\n", + "Australia 87.892475 31.258480\n", + "Austria 89.276742 31.192106\n", + "Bosnia and Herzegovina 84.750000 12.750000" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_mean = data.groupby(['country']).mean() # Группируем данные по странам и считаем среднее значение (считается для числовых столбцов)\n", + "df_mean.head() # Выводим первые 5 строк df_mean" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 269 + }, + "id": "xLhe1562suR1", + "outputId": "26e6853b-cb62-464f-9f4e-48f912c84429" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/wx/b8w5bvpx5hjdgyvqlfp38x940000gn/T/ipykernel_15726/30053901.py:1: FutureWarning: Indexing with multiple keys (implicitly converted to a tuple of keys) will be deprecated, use a list instead.\n", + " df_max = data.groupby('country')['points','price'].max() # Группируем данные по странам и считаем максимальное значение\n" + ] + }, + { + "data": { + "text/html": [ + "
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Albania8820.0
Argentina97250.0
Australia100850.0
Austria981100.0
Bosnia and Herzegovina8813.0
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" + ], + "text/plain": [ + " points price\n", + "country \n", + "Albania 88 20.0\n", + "Argentina 97 250.0\n", + "Australia 100 850.0\n", + "Austria 98 1100.0\n", + "Bosnia and Herzegovina 88 13.0" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_max = data.groupby('country')['points','price'].max() # Группируем данные по странам и считаем максимальное значение\n", + "df_max.head() # # Выводим первые 5 строк df_max" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 390 + }, + "id": "6RifUrsujAfY", + "outputId": "ca2d153c-a2bc-4491-b6cd-c5ac1fa1f588" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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pointsprice
country
England92.88888947.500000
Austria89.27674231.192106
France88.92587045.619885
Germany88.62642739.011078
Italy88.41366437.547913
Canada88.23979634.628866
Slovenia88.23404328.061728
Morocco88.16666718.833333
Turkey88.09615425.800000
Portugal88.05768526.332615
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" + ], + "text/plain": [ + " points price\n", + "country \n", + "England 92.888889 47.500000\n", + "Austria 89.276742 31.192106\n", + "France 88.925870 45.619885\n", + "Germany 88.626427 39.011078\n", + "Italy 88.413664 37.547913\n", + "Canada 88.239796 34.628866\n", + "Slovenia 88.234043 28.061728\n", + "Morocco 88.166667 18.833333\n", + "Turkey 88.096154 25.800000\n", + "Portugal 88.057685 26.332615" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# сортировка по столбцу points\n", + "sorted_data = df_mean.sort_values('points', ascending=False) # Сортируем датафрейм со средними значениями по убыванию points\n", + "sorted_data.head(10) # Выводим первые 10 строк sorted_data" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 390 + }, + "id": "_7_n-qrOjAfq", + "outputId": "ce1da65e-7c1b-4ad1-9634-96b814600ea1" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/wx/b8w5bvpx5hjdgyvqlfp38x940000gn/T/ipykernel_15726/1962610003.py:2: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n", + " data.groupby(['country', 'region_1', 'region_2']).mean().head(10) # Выполняем группировку по трем столбцам (считаем среднее значение) и выводим первые 10 строк\n" + ] + }, + { + "data": { + "text/html": [ + "
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pointsprice
countryregion_1region_2
USAdelaida DistrictCentral Coast90.12000048.560000
Alexander ValleySonoma87.77348635.901582
Alta MesaCentral Valley87.18181815.636364
Amador CountySierra Foothills86.67679024.341304
Amador-NapaCalifornia Other84.00000012.000000
Ancient LakesColumbia Valley86.55555618.777778
Anderson ValleyMendocino/Lake Counties89.61747040.626506
Anderson Valley-Sonoma County-Cole RanchNorth Coast87.00000018.000000
Antelope Valley of the California High DesertSouth Coast89.00000021.000000
Applegate ValleySouthern Oregon87.39240531.253165
\n", + "
" + ], + "text/plain": [ + " points \\\n", + "country region_1 region_2 \n", + "US Adelaida District Central Coast 90.120000 \n", + " Alexander Valley Sonoma 87.773486 \n", + " Alta Mesa Central Valley 87.181818 \n", + " Amador County Sierra Foothills 86.676790 \n", + " Amador-Napa California Other 84.000000 \n", + " Ancient Lakes Columbia Valley 86.555556 \n", + " Anderson Valley Mendocino/Lake Counties 89.617470 \n", + " Anderson Valley-Sonoma County-Cole Ranch North Coast 87.000000 \n", + " Antelope Valley of the California High Desert South Coast 89.000000 \n", + " Applegate Valley Southern Oregon 87.392405 \n", + "\n", + " price \n", + "country region_1 region_2 \n", + "US Adelaida District Central Coast 48.560000 \n", + " Alexander Valley Sonoma 35.901582 \n", + " Alta Mesa Central Valley 15.636364 \n", + " Amador County Sierra Foothills 24.341304 \n", + " Amador-Napa California Other 12.000000 \n", + " Ancient Lakes Columbia Valley 18.777778 \n", + " Anderson Valley Mendocino/Lake Counties 40.626506 \n", + " Anderson Valley-Sonoma County-Cole Ranch North Coast 18.000000 \n", + " Antelope Valley of the California High Desert South Coast 21.000000 \n", + " Applegate Valley Southern Oregon 31.253165 " + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# группировка по трем столбцам\n", + "data.groupby(['country', 'region_1', 'region_2']).mean().head(10) # Выполняем группировку по трем столбцам (считаем среднее значение) и выводим первые 10 строк" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "id": "X6KDR8HPjAf3" + }, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (1262463914.py, line 3)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m Cell \u001b[0;32mIn[25], line 3\u001b[0;36m\u001b[0m\n\u001b[0;31m Join - позволяет объединять несколько таблиц в единую по ключам (одинаковым столбцам).\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "## 4. Join\n", + "\n", + "Join - позволяет объединять несколько таблиц в единую по ключам (одинаковым столбцам). \n", + "\n", + "Join бывает разный:\n", + "* Left\n", + "* Right\n", + "* Inner\n", + "* FullJoin" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "fI0-DwH7jAf-" + }, + "source": [ + "Посмотрим на примерах, как это работает.\n", + "\n", + "Допустим, у нас есть два датафрейма:\n", + "* первый содержит информацию о студентах и ID курсах, которые они посещают,\n", + "* второй - описание курсов." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "8LQUr6fBjAgB", + "outputId": "a39750b8-76dc-4be6-da45-239a8690d30a" + }, + "outputs": [], + "source": [ + "# создаем первый датафрейм\n", + "data_1 = np.array([['100500', '200600', '100500', '300700', '200600', '500900'],\n", + " ['Анастасия', 'Екатерина', 'Светлана', 'Максим', 'Станислав', 'Данила'], \n", + " ['Андреева', 'Петрова', 'Иванова', 'Егоров', 'Лесницкий', 'Кудряшев']])\n", + "\n", + "names = pd.DataFrame(data_1.T, columns = ['subject_id', 'first_name', 'last_name']) # Создаем датафрейм из сформированных данных\n", + "names # Выводим датафрейм names на экран" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "gIFHRi2QjAgS", + "outputId": "5e70e778-0d82-4903-924e-51c52d56dce8" + }, + "outputs": [], + "source": [ + "# создаем второй датафрейм\n", + "data_2 = np.array([['100500', '200600', '300700', '400700'],\n", + " ['Математика', 'Программирование', 'Анализ данных', 'Мат. анализ'], \n", + " ['продвинутые методы математической статистики', 'расширенный курс по с++',\\\n", + " 'краткий курс для чайников', 'многомерный анализ']])\n", + "subjects = pd.DataFrame(data_2.T, columns = ['subject_id','course_name', 'description']) # Создаем датафрейм из сформированных данных\n", + "subjects # Выводим датафрейм subjects на экран" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ME_fbI0FjAge" + }, + "source": [ + "#### Делаем Join:\n", + "\n", + "Left Join" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "BgXi9IbYjAgg", + "outputId": "8718fb50-57cc-46a6-d258-cafc2806e61f" + }, + "outputs": [], + "source": [ + "names.merge(subjects, on='subject_id', how='left') # Объединяем два датафрейма по столбцу subject_id (join-left)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "oG6gcJB0_n8U", + "outputId": "9892e965-72d8-4c2f-aea9-2549271b3b8f" + }, + "outputs": [], + "source": [ + "pd.merge(names, subjects, on='subject_id', how='right') # Объединяем два датафрейма по столбцу subject_id (join-right)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "H4M4MQfsjAgm" + }, + "source": [ + "Inner Join" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "Fr9FeDknjAgq", + "outputId": "eae99595-f9f3-4106-b81b-c6171911d70d" + }, + "outputs": [], + "source": [ + "names.merge(subjects, on='subject_id', how='inner') # Объединяем два датафрейма по столбцу subject_id (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "vi9i7xeFjAhH" + }, + "source": [ + "Outer Join" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "2oCn_zOrjAhJ", + "outputId": "b8c898ff-c6b8-41e7-b6d6-fb8dce7210e5" + }, + "outputs": [], + "source": [ + "df = names.merge(subjects, on='subject_id', how='outer') # Объединяем два датафрейма по столбцу subject_id (join-outer)\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8YCox3IxjAhW" + }, + "source": [ + "Join при разных названиях столбцов с ключом:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "oxIBiXBLjAhY", + "outputId": "78fedded-83a6-47e6-81cf-3e3866f11685" + }, + "outputs": [], + "source": [ + "names_2 = names.copy() # Создаем копию датафрейма names\n", + "cols = names.columns.tolist() # Получаем список названий столбцов\n", + "cols[0] = 'ID' # Меняем название нулевого столбца на 'ID'\n", + "names_2.columns = cols # Присваиваем датафрейму names_2 новые названия столбцов\n", + "names_2 # Выводим на экран датафрейм names_2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "T68tbKU0jAhj", + "outputId": "0bd367c2-ad2f-4317-d815-7162fbddf35a" + }, + "outputs": [], + "source": [ + "# делаем join\n", + "pd.merge(names_2, subjects, left_on='ID', right_on='subject_id', how='inner') # Объединяем два датафрейма по столбцам ID и subject_id (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Mg6fQ0UwjAhn" + }, + "source": [ + "Join по двум ключам:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "s_BZm0fbjAhq" + }, + "outputs": [], + "source": [ + "cols_a = ['A', 'B', 'value_1'] # Создаем список названий колонок cols_a\n", + "cols_b = ['A', 'B', 'value_2'] # Создаем список названий колонок cols_b\n", + "data_a = [[1, 1, 23], [1, 2, 34], [2, 1, 2342], [2, 2, 333]] # Создаем список значение data_a\n", + "data_b = [[1, 1, 0.1], [1, 2, 0.2], [2, 2, 0.13], [2, 3, 0.33]] # Создаем список значение data_b\n", + "df_a = pd.DataFrame(data_a, columns=cols_a) # Формируем датафрейм df_a из созданных ранее данных\n", + "df_b = pd.DataFrame(data_b, columns=cols_b) # Формируем датафрейм df_b из созданных ранее данных" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "I1bHptln_BWL", + "outputId": "dc229fc9-30dc-4cbf-910d-2f78b983d51f" + }, + "outputs": [], + "source": [ + "df_a # Выводим на экран датафрейм df_a" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "UKsQpT1vjAh3", + "outputId": "8200e7dd-b5bb-4e7d-e1b5-5d4c12d404f1" + }, + "outputs": [], + "source": [ + "df_b # Выводим на экран датафрейм df_b" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "5MiuPPQZjAiE", + "outputId": "7a5164c9-b899-412a-ff05-1ab874d8dfe0" + }, + "outputs": [], + "source": [ + "df_a.merge(df_b, on=['A', 'B'], how='outer') # Объединяем два датафрейма по столбцам A и B (join-outer)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6cRasbOXjAiS" + }, + "source": [ + "А join по одному ключу в данном случае выглядел бы так:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 297 + }, + "id": "GrTN-pM9jAiT", + "outputId": "03c0f18d-fdc7-48db-c6ec-d1d50b11f7f8" + }, + "outputs": [], + "source": [ + "df_a.merge(df_b, on='A', how='inner') # Объединяем два датафрейма по столбцу A (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "9V7ArTkzjAia" + }, + "source": [ + "Или так:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "2S02OpysjAic", + "outputId": "74be38cf-e447-45bc-b926-5886a3753860" + }, + "outputs": [], + "source": [ + "df_a.merge(df_b, on='B', how='inner') # Объединяем два датафрейма по столбцу B (join-inner)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "reSNH-05jAil" + }, + "outputs": [], + "source": [ + "Или вот так по разным ключам:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "vwici4RdjAim", + "outputId": "72122abd-ea12-4fc3-bf40-ce65ed8b376b" + }, + "outputs": [], + "source": [ + "pd.merge(df_a, df_b, left_on='A', right_on='B', how='inner') # Объединяем два датафрейма по столбцам A и B (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6tg5a_WOjAit" + }, + "source": [ + "Заполнение пропусков в одном из столбцов:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "RsK9n3vVAgK-", + "outputId": "1b5bd072-4650-41e6-cf04-e270d5ac3cc6" + }, + "outputs": [], + "source": [ + "df # Выведем на экран датафрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "eolkgC-0jAi2", + "outputId": "9bdae116-fbd9-4181-9042-674be4fe0a9b" + }, + "outputs": [], + "source": [ + "df.first_name = df.first_name.fillna('Не заполнено') # Заменяем пропуски в столбце first_name на значение 'Не заполнено'\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "pWhjhgeBjAi9", + "outputId": "b9d16d37-9b18-4db5-d27f-a32e176743d3" + }, + "outputs": [], + "source": [ + "df.last_name = df.last_name.fillna('Пропущено') # Заменяем пропуски в столбце last_name на значение 'Пропущено'\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "XCtORa5gjAjK" + }, + "source": [ + "Во всей табличке:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "NC3cBEusjAjL", + "outputId": "241287e4-9036-43bd-f633-89ad814504a9" + }, + "outputs": [], + "source": [ + "df = df.fillna('Неизвестно') # Заменяем пропуски во всем датафрейме на значение 'Неизвестно'\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Zau_QVx8jAjV" + }, + "source": [ + "Разными значениями в разных столбцах:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "QFNCSrSGjAjV", + "outputId": "fb3975c1-e389-47a1-b591-6fc1f0cdaf08" + }, + "outputs": [], + "source": [ + "df = names.merge(subjects, on='subject_id', how='outer') # Объединяем два датафрейма по столбцу subject_id (join-outer)\n", + "df # Выводим на экран ДатаФрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "-Vc-1RmSjAje", + "outputId": "0c800ab1-2ae5-4768-8fda-f1a288221c33" + }, + "outputs": [], + "source": [ + "val = ['Не заполнено', 'Пропущено', 'Неизвестный курс', 'Неизвестное описание'] # Создаем список со значениями, которые будут использоваться вместо пропусков\n", + "cols = df.columns.tolist() # Получаем названия столбцов датафрейма df\n", + "cols.pop(0) # Удаляем 0 столбец (соответствует subject_id)\n", + "print(cols) # Выводим на экран список cols" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 85 + }, + "id": "sS1LJWsrjAjm", + "outputId": "a01124db-f1f9-4d25-8f28-aabbb3617424" + }, + "outputs": [], + "source": [ + "# создаем словарь с меппингом названий столбцов к значениям, какими нужно заполнить в них пропуски\n", + "dict_to_fill = dict(zip(cols, val)) # Создаем словарь, в котором в качестве ключей будут значения списка cols, а в качестве соответствующих значений - значения списка val\n", + "dict_to_fill # Выводим на экран словарь dict_to_fill" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "9JythrBSjAjp", + "outputId": "32c04fc8-b218-40b4-bfd4-ea79cbe893b8" + }, + "outputs": [], + "source": [ + "df = df.fillna(dict_to_fill) # Заменяем пропуски в соответствии со словарем dict_to_fill\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "5_aJnqtHjAjs" + }, + "outputs": [], + "source": [ + "## 5. DateTime index\n", + "\n", + "DateTime Index - это особый тип индекса в pandas, предназначенный для работы с временными рядами. \n", + "Давайте познакомимся с ним поближе. Для этой цели мы подгрузим известный стандартный датасет \"Occupancy Detection Data Set\", \n", + "он содержит следующие данные:\n", + "* дата и время замера\n", + "* температура в градусах по Цельсию\n", + "* относительная влажность в % \n", + "* освещенность в Люксах\n", + "* CO2 в ppm \n", + "* коэффициент влажности\n", + "* заполненность (1 - заполнено, 0 - не заполнено)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "xICkBqa4jAjt", + "outputId": "37737fb0-d0e6-4bff-89b4-8c83c179886c" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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dateTemperatureHumidityLightCO2HumidityRatioOccupancy
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" + ], + "text/plain": [ + " date Temperature Humidity Light CO2 HumidityRatio \\\n", + "1 2015-02-04 17:51:00 23.18 27.2720 426.0 721.25 0.004793 \n", + "2 2015-02-04 17:51:59 23.15 27.2675 429.5 714.00 0.004783 \n", + "3 2015-02-04 17:53:00 23.15 27.2450 426.0 713.50 0.004779 \n", + "4 2015-02-04 17:54:00 23.15 27.2000 426.0 708.25 0.004772 \n", + "5 2015-02-04 17:55:00 23.10 27.2000 426.0 704.50 0.004757 \n", + "\n", + " Occupancy \n", + "1 1 \n", + "2 1 \n", + "3 1 \n", + "4 1 \n", + "5 1 " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining = pd.read_csv('datatraining.txt') # Создаем датафрейм из файла datatraining.txt\n", + "dataTraining.head() # Отображаем первые 5 строк датафрейма dataTraining" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "eQHTSHF-jAjw" + }, + "source": [ + "Давайте превратим колонку с датой в datetime index:" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "zcJ96Gz4jAjx", + "outputId": "6929acd1-b62d-401b-c95f-994f43bc9af9" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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dateTemperatureHumidityLightCO2HumidityRatioOccupancy
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" + ], + "text/plain": [ + " date Temperature Humidity Light \\\n", + "date \n", + "2015-02-04 17:51:00 2015-02-04 17:51:00 23.18 27.2720 426.0 \n", + "2015-02-04 17:51:59 2015-02-04 17:51:59 23.15 27.2675 429.5 \n", + "2015-02-04 17:53:00 2015-02-04 17:53:00 23.15 27.2450 426.0 \n", + "2015-02-04 17:54:00 2015-02-04 17:54:00 23.15 27.2000 426.0 \n", + "2015-02-04 17:55:00 2015-02-04 17:55:00 23.10 27.2000 426.0 \n", + "\n", + " CO2 HumidityRatio Occupancy \n", + "date \n", + "2015-02-04 17:51:00 721.25 0.004793 1 \n", + "2015-02-04 17:51:59 714.00 0.004783 1 \n", + "2015-02-04 17:53:00 713.50 0.004779 1 \n", + "2015-02-04 17:54:00 708.25 0.004772 1 \n", + "2015-02-04 17:55:00 704.50 0.004757 1 " + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining.index = pd.to_datetime(dataTraining.date) # Превращаем колонку date в индекс\n", + "dataTraining.head() # Отображаем первые 5 строк датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "1Yb4I5iSEyag", + "outputId": "c00a1497-f528-4ab2-b267-5b7d5d315491" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-04 17:51:0023.1827.2720426.0721.250.0047931
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2015-02-04 17:55:0023.1027.2000426.0704.500.0047571
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TemperatureHumidityLightCO2HumidityRatioOccupancy
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TemperatureHumidityLightCO2HumidityRatioOccupancy
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-07 13:00:0023.1017.060000268.000000445.2500000.0029750
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-06 00:00:0020.2021.2900.0438.00.0031100
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-08 14:55:0020.29026.285.666667418.6666670.0038530
2015-02-08 14:55:5920.31526.259.250000422.5000000.0038590
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" + ], + "text/plain": [ + " Temperature Humidity Light CO2 \\\n", + "date \n", + "2015-02-08 14:55:00 20.290 26.2 85.666667 418.666667 \n", + "2015-02-08 14:55:59 20.315 26.2 59.250000 422.500000 \n", + "\n", + " HumidityRatio Occupancy \n", + "date \n", + "2015-02-08 14:55:00 0.003853 0 \n", + "2015-02-08 14:55:59 0.003859 0 " + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining['2015-02-08 14:55':'2015-02-08 14:56'] # Отобразим данные, начиная с 14:55 и до 14:56 8 февраля 2015 года" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "C8xqSqQujAmh" + }, + "source": [ + "## 6. Встроенные статистические функции\n", + "\n", + "Кроме уже известных и понятных нам суммы и среднего, есть и другие функции. Остановимся на них подробнее." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "id": "hR8AlUzejAmh" + }, + "outputs": [], + "source": [ + "### 1. Корреляция\n" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib as plt\n", + "import seaborn" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "M7H3eXu0jAmi" + }, + "source": [ + "Обычный коэффициент корреляции Пирсона" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "IJLYQkG0jAmj", + "outputId": "bb23dcea-6f7d-47d8-9c5f-90e39eb25cfa" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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TemperatureHumidityLightCO2HumidityRatioOccupancy
Temperature1.000000-0.1417590.6499420.5598940.1517620.538220
Humidity-0.1417591.0000000.0378280.4390230.9551980.132964
Light0.6499420.0378281.0000000.6640220.2304200.907352
CO20.5598940.4390230.6640221.0000000.6265560.712235
HumidityRatio0.1517620.9551980.2304200.6265561.0000000.300282
Occupancy0.5382200.1329640.9073520.7122350.3002821.000000
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" + ], + "text/plain": [ + " Temperature Humidity Light CO2 HumidityRatio \\\n", + "Temperature 1.000000 -0.141759 0.649942 0.559894 0.151762 \n", + "Humidity -0.141759 1.000000 0.037828 0.439023 0.955198 \n", + "Light 0.649942 0.037828 1.000000 0.664022 0.230420 \n", + "CO2 0.559894 0.439023 0.664022 1.000000 0.626556 \n", + "HumidityRatio 0.151762 0.955198 0.230420 0.626556 1.000000 \n", + "Occupancy 0.538220 0.132964 0.907352 0.712235 0.300282 \n", + "\n", + " Occupancy \n", + "Temperature 0.538220 \n", + "Humidity 0.132964 \n", + "Light 0.907352 \n", + "CO2 0.712235 \n", + "HumidityRatio 0.300282 \n", + "Occupancy 1.000000 " + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining.corr() # Выведем матрицу корреляции для датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "seaborn.heatmap(dataTraining.corr())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "qG6LB7yDjAmx" + }, + "outputs": [], + "source": [ + "### 2. Медиана" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136 + }, + "id": "YMbWszYgjAmx", + "outputId": "d66c8b8e-f38a-43f3-cfbd-93178a035139" + }, + "outputs": [], + "source": [ + "dataTraining.median() # Выведем медиану для датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "yRYKb92DjAm5" + }, + "outputs": [], + "source": [ + "### 4. Уникальные значения и их количество" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136 + }, + "id": "BlNFl4MxjAm9", + "outputId": "68433809-3603-42f7-cdec-aa4594cfe6f2" + }, + "outputs": [], + "source": [ + "dataTraining.nunique() # Выведем количество уникльных значений для всех столбцов датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "4EKcGjQKjAnA", + "outputId": "08915e97-77d3-4b26-e040-aa301943ec15" + }, + "outputs": [], + "source": [ + "dataTraining.Occupancy.unique() # Выведем уникальные значения для столбца Occupancy датафрейма dataTraining" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8F6G2AUnKFCA" + }, + "source": [ + "# Глоссарий\n", + "\n", + "\n", + "pd.DataFrame(данные, columns = [колонки, если есть], index = [индексы ,если есть]) - создать датафрейм\n", + "\n", + "pd.read_csv(полный адрес расположения файла) - открыть .csv файл\n", + "\n", + "------------\n", + "\n", + ".head() - посмотреть верхушку датафрейма (первые n строк)\n", + "\n", + ".tail() - посмотреть конец датафрейма (последние n строк)\n", + "\n", + ".columns - список колонок датафрейма\n", + "\n", + ".values - вывести массив всех значений датафрейма\n", + "\n", + ".index - список индексов датафрейма\n", + "\n", + ".tolist() - перевести в список\n", + "\n", + ".count() - посчитать количество определенных величин во фрейме\n", + "\n", + ".describe() - посмотреть основные статистические характеристики фрейма\n", + "\n", + ".shape - форма фрейма (строки, колонки)\n", + "\n", + ".size - размер фрейма строки*колонки\n", + "\n", + ".info() - информация о данных каждой колонки\n", + "\n", + ".dtypes - тип данных каждой колонки\n", + "\n", + ".isnull() - где недостает значений\n", + "\n", + ".isna()- есть ли значения None\n", + "\n", + ".dropna() - выкинуть строки/колонки с None\n", + "\n", + ".fillna() - заполнить заданным значеним ячейки, где есть None\n", + "\n", + ".loc[] - вывести значения по названиям колонок\n", + "\n", + ".iloc[] - вывести значения по индексам колонок\n", + "\n", + ".drop() - выкинуть определенные значения\n", + "\n", + "--------------\n", + "\n", + "pd.to_datetime(колонка, которую переводим в формат временного ряда)\n", + "\n", + ".groupby() - сгруппировать по конкретному признаку\n", + "\n", + ".copy() - создать копию\n", + "\n", + ".sort_values() - сортировка значений\n", + "\n", + "pd.concat([df1,df2]) - конкатенация фреймов\n", + "\n", + ".merge(второй_датафрейм, on = 'общая колонка, по которой склеиваем', how = 'с какой стороны') - конкатенация фреймов через общий признак\n", + "\n", + "-------------\n", + "\n", + "\n", + ".corr() - вычислить корреляцию\n", + "\n", + ".median() - вычислить медиану\n", + "\n", + ".cumsum() - вычислить кумулятивную сумму\n", + "\n", + ".cumprod() - вычислить кумулятивное произведение\n", + "\n", + ".cummax() - вычислить кумулятивный максимум\n", + "\n", + "-------------\n", + "\n", + ".quantile([]) - вычислить квантили\n", + "\n", + ".nunique() - уникальные значения для n-колонок/строк\n", + "\n", + ".unique() - уникальные значения определенной колонки/строк\n", + "\n", + "------------\n", + "\n", + ".apply(функция) - применить функцию для колонки/строки\n", + "\n", + ".agg(набор_функций) - применить ряд функций для колонки/строки\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Ku19ab06hkRZ" + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "colab": { + "collapsed_sections": [ + "_mybfuLlhkzU", + "0Chntu25WIF2", + "Af1_T2N8jAfF", + "X6KDR8HPjAf3", + "C8xqSqQujAmh", + "hR8AlUzejAmh", + "qG6LB7yDjAmx", + "xzJAnTajjAm3", + "yRYKb92DjAm5", + "Idy8pVuvjAnD", + "G_jD-MltjAnR", + "9TdHEC0ajAng", + "3ANmDztPdeNy" + ], + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.2" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/7 лекция(Парсинг данных).ipynb b/7 лекция(Парсинг данных).ipynb new file mode 100644 index 0000000..87f81f1 --- /dev/null +++ b/7 лекция(Парсинг данных).ipynb @@ -0,0 +1,1268 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "0_cb-YDAJoEb" + }, + "outputs": [], + "source": [ + "# Рисовать графики сразу же\n", + "%matplotlib inline\n", + "\n", + "import re # регулярные выражения\n", + "\n", + "# Статический вывод графики (графики отображаются в той ячейке, в которой используется plt.show())\n", + "import pandas as pd # Импортируем библиотеку обработки и анализа данных pandas\n", + "import matplotlib.pyplot as plt # Импортируем модуль pyplot библиотеки matplotlib для построения графиков\n", + "import datetime # Импортируем модуль datetime для обработки данных в формете даты\n", + "import numpy as np # Импортируем библиотеку numpy" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "c0H_wStOhqsN" + }, + "outputs": [], + "source": [ + "#База резюме headhunter" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Uj9e4m4VWyMH" + }, + "source": [ + "##Загружаем базу\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "KTYXsgeVd9Xe" + }, + "outputs": [], + "source": [ + "fixed_df = pd.read_csv('hh.csv')# Путь, куда вы скачали файл" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 719 + }, + "id": "68vGOZwnh8T-", + "outputId": "0eea7eac-15c5-4dbf-9343-c84a77d6ebbf" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0Пол, возрастЗПИщет работу на должность:ГородЗанятостьГрафикОпыт (двойное нажатие для полной версии)Последенее/нынешнее место работыПоследеняя/нынешняя должностьОбразование и ВУЗОбновление резюмеАвто
00Мужчина , 42 года , родился 6 октября 197627 000 руб.Старший администраторЛипецк , не готов к переезду , не готов к кома...полная занятостьполный деньОпыт работы 6 лет 1 месяц\\n\\nСтарший администр...Трц РивьераСтарший администратор по сохраности активовСреднее специальное образование 1994 Спту 2628.04.2019 12:17Имеется собственный автомобиль
11Мужчина , 41 год , родился 14 января 197860 000 руб.Старший IT инженерСочи , не готов к переезду , готов к командиро...частичная занятость, полная занятостьгибкий график, полный деньОпыт работы 19 лет 2 месяца\\n\\nСтарший IT инже...Эскорт-Центр, Москва, ЗАОСтарший инженер сервисного центраВысшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕР...28.04.2019 11:44Не указано
22Мужчина , 44 года , родился 21 февраля 197565 000 руб.Системный администратор, Системный инженерЛипецк , готов к переезду , готов к командировкамполная занятостьудаленная работа, полный день, вахтовый методОпыт работы 19 лет 9 месяцев\\n\\nСистемный адми...СПССПК \"ЭКОПТИЦА\"Системный администраторВысшее образование 2003 Московский государств...28.04.2019 10:36Не указано
33Мужчина , 43 года , родился 9 февраля 197670 000 руб.Web-программист, Web-администратор, Web-мастерМосква , м. Марьино , не готов к переезду , г...полная занятостьудаленная работа, гибкий график, полный деньОпыт работы 5 лет 9 месяцев\\n\\nWeb-программист...ГБУ \"МДОО\"специалист отдела интернет-проектовВысшее образование 2002 Российский государств...28.04.2019 10:29Не указано
44Мужчина , 39 лет , родился 14 июня 197945 000 руб.Старший системный администратор \\ начальник от...Тула , не готов к переезду , готов к редким ко...частичная занятость, полная занятостьполный день, сменный графикОпыт работы 13 лет 5 месяцев\\n\\nСтарший систем...ООО \"СервисСофт\"Старший системный администраторВысшее образование 2007 Российский государств...28.04.2019 10:15Не указано
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" + ], + "text/plain": [ + " Unnamed: 0 Пол, возраст ЗП \\\n", + "0 0 Мужчина , 42 года , родился 6 октября 1976 27 000 руб. \n", + "1 1 Мужчина , 41 год , родился 14 января 1978 60 000 руб. \n", + "2 2 Мужчина , 44 года , родился 21 февраля 1975 65 000 руб. \n", + "3 3 Мужчина , 43 года , родился 9 февраля 1976 70 000 руб. \n", + "4 4 Мужчина , 39 лет , родился 14 июня 1979 45 000 руб. \n", + "\n", + " Ищет работу на должность: \\\n", + "0 Старший администратор \n", + "1 Старший IT инженер \n", + "2 Системный администратор, Системный инженер \n", + "3 Web-программист, Web-администратор, Web-мастер \n", + "4 Старший системный администратор \\ начальник от... \n", + "\n", + " Город \\\n", + "0 Липецк , не готов к переезду , не готов к кома... \n", + "1 Сочи , не готов к переезду , готов к командиро... \n", + "2 Липецк , готов к переезду , готов к командировкам \n", + "3 Москва , м. Марьино , не готов к переезду , г... \n", + "4 Тула , не готов к переезду , готов к редким ко... \n", + "\n", + " Занятость \\\n", + "0 полная занятость \n", + "1 частичная занятость, полная занятость \n", + "2 полная занятость \n", + "3 полная занятость \n", + "4 частичная занятость, полная занятость \n", + "\n", + " График \\\n", + "0 полный день \n", + "1 гибкий график, полный день \n", + "2 удаленная работа, полный день, вахтовый метод \n", + "3 удаленная работа, гибкий график, полный день \n", + "4 полный день, сменный график \n", + "\n", + " Опыт (двойное нажатие для полной версии) \\\n", + "0 Опыт работы 6 лет 1 месяц\\n\\nСтарший администр... \n", + "1 Опыт работы 19 лет 2 месяца\\n\\nСтарший IT инже... \n", + "2 Опыт работы 19 лет 9 месяцев\\n\\nСистемный адми... \n", + "3 Опыт работы 5 лет 9 месяцев\\n\\nWeb-программист... \n", + "4 Опыт работы 13 лет 5 месяцев\\n\\nСтарший систем... \n", + "\n", + " Последенее/нынешнее место работы \\\n", + "0 Трц Ривьера \n", + "1 Эскорт-Центр, Москва, ЗАО \n", + "2 СПССПК \"ЭКОПТИЦА\" \n", + "3 ГБУ \"МДОО\" \n", + "4 ООО \"СервисСофт\" \n", + "\n", + " Последеняя/нынешняя должность \\\n", + "0 Старший администратор по сохраности активов \n", + "1 Старший инженер сервисного центра \n", + "2 Системный администратор \n", + "3 специалист отдела интернет-проектов \n", + "4 Старший системный администратор \n", + "\n", + " Образование и ВУЗ Обновление резюме \\\n", + "0 Среднее специальное образование 1994 Спту 26 28.04.2019 12:17 \n", + "1 Высшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕР... 28.04.2019 11:44 \n", + "2 Высшее образование 2003 Московский государств... 28.04.2019 10:36 \n", + "3 Высшее образование 2002 Российский государств... 28.04.2019 10:29 \n", + "4 Высшее образование 2007 Российский государств... 28.04.2019 10:15 \n", + "\n", + " Авто \n", + "0 Имеется собственный автомобиль \n", + "1 Не указано \n", + "2 Не указано \n", + "3 Не указано \n", + "4 Не указано " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fixed_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 35 + }, + "id": "rX4zOIYgvA59", + "outputId": "0817ffdc-935e-47b2-8c84-d2fc5083fd94" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(66945, 13)\n" + ] + } + ], + "source": [ + "# Количество резюме и критерии\n", + "print(fixed_df.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 255 + }, + "id": "W-jAN-bnvkQX", + "outputId": "ca18554d-1bb3-4e79-b0a6-cc4ad642537b" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 1\n", + "1 Мужчина , 41 год , родился 14 января 1978\n", + "2 60 000 руб.\n", + "3 Старший IT инженер\n", + "4 Сочи , не готов к переезду , готов к командировкам\n", + "5 частичная занятость, полная занятость\n", + "6 гибкий график, полный день\n", + "7 Опыт работы 19 лет 2 месяца\n", + "\n", + "Старший IT инженер 60 000 руб. Информационные технологии, интернет, телеком Сетевые технологии Системная интеграция Системный администратор Занятость: частичная занятость, полная занятость График работы: гибкий график, полный день Опыт работы 19 лет 2 месяца Июнь 2012 — по настоящее время 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей.  Март 2000 — Июнь  2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования. Ключевые навыки Теперь резюме открыто всему интернету — изменить можно в настройках видимости. Active Directory Администрирование серверов Windows Настройка сетевых подключений Настройка ПО MS SQL Server Системное администрирование Офисная техника Монтаж оборудования Локальные сети Windows Os Администрирование сетевого оборудования Cистемы управления базами данных Закупка оргтехники и оборудования Windows 2003, 2008 Server Windows 10, Windows 8.1, Windows XP AD, MS SQL, Exchange, Lync, System Center обслуживание POS оборудования маршрутизация, коммутация, VoIP, QoS, IEEE 802.1 Возникли неполадки. Попробуйте еще раз. Обо мне Хобби: автоспорт Высшее образование 1999 Кликнув на название учебного заведения вы сможете найти кандидатов из этого вуза. СОЧИНСКИЙ ГОС. УНИВЕРСИТЕТ ТУРИЗМА И КУРОРТНОГО ДЕЛА (СГУТиКД), Краснодар Мировая экономика, Информационные системы и технологии 1994 Школа бизнеса \"ОНИКС\" менеджмент, менеджер Знание языков Русский — Родной Английский — C2 — В совершенстве Повышение квалификации, курсы 2008 Технология 3000 \"Консультант Плюс\" Гражданство, время в пути до работы Гражданство: Россия Разрешение на работу: Россия Желательное время в пути до работы: Не имеет значения\n", + "\n", + "Опыт работы 19 лет 2 месяца Июнь 2012 — по настоящее время 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей.  Март 2000 — Июнь  2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования.\n", + "\n", + "Июнь 2012 — по настоящее время 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей. \n", + "\n", + "Март 2000 — Июнь  2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования.\n", + " \n", + "\n", + "8 Эскорт-Центр, Москва, ЗАО\n", + "9 Старший инженер сервисного центра\n", + "10 Высшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕРСИТЕТ ТУРИЗМА И КУРОРТНОГО ДЕЛА (СГУТиКД), Краснодар Мировая экономика, Информационные системы и технологии 1994 Школа бизнеса \"ОНИКС\" менеджмент, менеджер\n", + "11 28.04.2019 11:44\n", + "12 Не указано\n" + ] + } + ], + "source": [ + "# Пример данных\n", + "n = 1 # Берем первое резюме\n", + "for i in range(len(fixed_df.values[n])): # Выводим значение каждой графы резюме\n", + " print(i, \" \", fixed_df.values[n][i])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "id": "qhDp9BnOB9Ec" + }, + "outputs": [], + "source": [ + "##############################################\n", + "####Убрать кодировку в описаниях \\xa0 \\n\n", + "##############################################\n", + "fixed_df = fixed_df.drop(fixed_df.columns[0],axis = 1) # Убираем первый столбец с продублированными индексами. Он нам не нужен\n", + "\n", + "i=0\n", + "for j in range(12): # Для каждого из столбцов таблицы\n", + " for i in range(fixed_df.shape[0]): # По всем резюме\n", + " if type(fixed_df.values[i][j])!=float: # если данные текстовые, то заменяем фрагменты кодировки ASCII на отсутствие символов\n", + " fixed_df.values[i][j] = fixed_df.values[i][j].replace(\"\\xa0\",\"d\")\n", + " fixed_df.values[i][j] = fixed_df.values[i][j].replace(\"\\n\",\" \")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 255 + }, + "id": "Mx0HTkY7Iaet", + "outputId": "36047a34-8664-43ce-e170-fe03868c5a61" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 Мужчина , 41dгод , родился 14 января 1978\n", + "1 60d000 руб.\n", + "2 Старший IT инженер\n", + "3 Сочи , не готов к переезду , готов к командировкам\n", + "4 частичная занятость, полная занятость\n", + "5 гибкий график, полный день\n", + "6 Опыт работы 19 лет 2 месяца Старший IT инженер 60d000 руб. Информационные технологии, интернет, телеком Сетевые технологии Системная интеграция Системный администратор Занятость: частичная занятость, полная занятость График работы: гибкий график, полный день Опыт работы 19 лет 2 месяца Июньd2012 — поdнастоящееdвремя 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей.  Мартd2000 — Июнь d2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования. Ключевые навыки Теперь резюме открыто всему интернету — изменить можно в настройках видимости. Active Directory Администрирование серверов Windows Настройка сетевых подключений Настройка ПО MS SQL Server Системное администрирование Офисная техника Монтаж оборудования Локальные сети Windows Os Администрирование сетевого оборудования Cистемы управления базами данных Закупка оргтехники и оборудования Windows 2003, 2008 Server Windows 10, Windows 8.1, Windows XP AD, MS SQL, Exchange, Lync, System Center обслуживание POS оборудования маршрутизация, коммутация, VoIP, QoS, IEEE 802.1 Возникли неполадки. Попробуйте еще раз. Обо мне Хобби: автоспорт Высшее образование 1999 Кликнув на название учебного заведения вы сможете найти кандидатов из этого вуза. СОЧИНСКИЙ ГОС. УНИВЕРСИТЕТ ТУРИЗМА И КУРОРТНОГО ДЕЛА (СГУТиКД), Краснодар Мировая экономика, Информационные системы и технологии 1994 Школа бизнеса \"ОНИКС\" менеджмент, менеджер Знание языков Русский — Родной Английский — C2 — В совершенстве Повышение квалификации, курсы 2008 Технология 3000 \"Консультант Плюс\" Гражданство, время в пути до работы Гражданство: Россия Разрешение на работу: Россия Желательное время в пути до работы: Не имеет значения Опыт работы 19 лет 2 месяца Июньd2012 — поdнастоящееdвремя 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей.  Мартd2000 — Июнь d2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования. Июньd2012 — поdнастоящееdвремя 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей.  Мартd2000 — Июнь d2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования. \n", + "7 Эскорт-Центр, Москва, ЗАО\n", + "8 Старший инженер сервисного центра\n", + "9 Высшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕРСИТЕТ ТУРИЗМА И КУРОРТНОГО ДЕЛА (СГУТиКД), Краснодар Мировая экономика, Информационные системы и технологии 1994 Школа бизнеса \"ОНИКС\" менеджмент, менеджер\n", + "10 28.04.2019 11:44\n", + "11 Не указано\n" + ] + } + ], + "source": [ + "# Пример данных\n", + "n = 1 # Берем первое резюме\n", + "for i in range(len(fixed_df.values[n])): # Выводим значение каждой графы резюме\n", + " print(i, \" \", fixed_df.values[n][i])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "id": "Ezbj4X7MW3qc" + }, + "outputs": [], + "source": [ + "##Парсим базу" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "m0VzpVmb0wP1" + }, + "source": [ + "Версия для хранения" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "AjhHSNXQx8bN" + }, + "outputs": [], + "source": [ + "# Данные о поле и возрасте\n", + "def getParameterSexAge(arg):\n", + " out = 0\n", + " #Если М, то 1. По умолчанию 0 - Ж\n", + " if \"Муж\" in arg:\n", + " sex='М'\n", + " elif \"Жен\" in arg:\n", + " sex = 'Ж'\n", + " else:\n", + " sex = \"Не указан\"\n", + " # текущий год - год рождения\n", + " year_tec = 2023\n", + " if (len(arg) > 7):\n", + " out = year_tec - int(re.findall(r'\\d{4}', arg)[0])\n", + " return sex, str(out)\n", + "\n", + "# Зарплата\n", + "def getParameterSalary(arg):\n", + " global salaryStr, num #т.к. используем, меняем в функции\n", + " # Сначала получаем чистое число, убираем лишние знаки\n", + " salaryStr = 0\n", + " arg=str(arg) \n", + " salaryStr = int(re.sub(r'[^0-9]+', '', arg))\n", + " curr_ = re.sub('[0-9]','',arg).replace('.','')\n", + "\n", + " # Конвертируем в рубли, если валюта\n", + " if 'USD' in curr_ : salaryStr = float(salaryStr)*75\n", + " elif 'KZT' in curr_: salaryStr = float(salaryStr)*0.17\n", + " elif 'грн' in curr_: salaryStr = float(salaryStr)*2.6\n", + " num =salaryStr \n", + " return salaryStr\n", + "\n", + "\n", + "# Данные о городе\n", + "def getParameterCity(arg):\n", + " millionCities = \"Новосибирск Екатеринбург Нижний Новгород Казань Челябинск Омск Самара Ростов-на-Дону Уфа Красноярск Пермь Воронеж Волгоград Сочи\"\n", + " sarg=arg.split(',')\n", + " item = sarg[0] # Берем только город\n", + " item= item.strip() # Удаляем пробелы\n", + " if item == \"Москва\": return \"Москва\"\n", + " if item == \"Санкт-Петербург\": return \"Санкт-Петербург\"\n", + " if item in millionCities: return item\n", + " else: return \"малый или за пределами России город\"\n", + "\n", + "# Данные о желаемой занятости\n", + "def getParameterEmployment(arg):\n", + " result = ''\n", + " if (\"стажировка\" in arg)|(\"volunteer\" in arg)|(\"work placement\" in arg): result += 'стажировка '\n", + " if (\"частичная занятость\" in arg)|(\"part\" in arg): result += 'частичная занятость '\n", + " if (\"проектная работа\" in arg)|(\"project\" in arg): result += 'проектная работа '\n", + " if (\"полная занятость\" in arg)|(\"full\" in arg): result += 'полная занятость'\n", + " if result=='':\n", + " result='Не указано'\n", + " return result\n", + "\n", + "# Данные о желаемом графике работы\n", + "def getParameterSchedule(arg):\n", + " result = ''\n", + " if (\"гибкий график\" in arg)|(\"flexible\" in arg): result += 'гибкий график '\n", + " if (\"полный день\" in arg)|(\"full\" in arg): result += 'полный день '\n", + " if (\"сменный график\" in arg)|(\"shift\" in arg): result += 'сменный график '\n", + " if (\"удаленная работа\" in arg)|(\"remote\" in arg): result += 'удаленная работа'\n", + " if result=='':\n", + " result='Не указано'\n", + " return result\n", + "\n", + "# Данные об образовании\n", + "def getParameterEducation(arg):\n", + " result = ''\n", + " arg = arg.lower()\n", + " if (\"высшее\" in arg)|(\"higher education\" in arg): result += 'высшее '\n", + " if (\"среднее специальное\" in arg) | (\"special\" in arg) | (\"колледж\" in arg) | (\"college\" in arg) : result += 'среднее специальное '\n", + " if (\"неоконченное высшее\" in arg) | (\"incomplete\" in arg): result += 'неоконченное высшее '\n", + " if (\"среднее образование\" in arg) | (\"secondary education\" in arg): result += 'среднее образование'\n", + " if result=='':\n", + " result='Не указано'\n", + " return result\n", + "\n", + "# Данные об опыте работы\n", + "def getParameterExperience(arg):\n", + " sarg=arg.split(\" \", 5)\n", + " years = 0\n", + " months = 0\n", + " if len(sarg)!=6: sarg.append(0);sarg.append('');sarg.append(0);sarg.append('')\n", + " try:\n", + " #print(sarg)\n", + " years = int(sarg[2])\n", + " except ValueError:\n", + " years = 0\n", + " try:\n", + " months = int(sarg[4])\n", + " except ValueError:\n", + " months = 0\n", + " return 12*years+months" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 72 + }, + "id": "MGU0_dYbE6QW", + "outputId": "8b18bc3f-e1c4-4d0c-c129-f441e9f18fdc" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "3\n", + "3.3333333333333335\n", + "дальше\n" + ] + } + ], + "source": [ + "x = int(input())\n", + "try:\n", + " print(10/x)\n", + "except:\n", + " print('ошибка')\n", + "print('дальше')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 629 + }, + "id": "OS4yDIFPxrSs", + "outputId": "e1cdcdcf-4b38-4b40-c6f8-05caf347c28b" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Пол, возрастЗПИщет работу на должность:ГородЗанятостьГрафикОпыт (двойное нажатие для полной версии)Последенее/нынешнее место работыПоследеняя/нынешняя должностьОбразование и ВУЗОбновление резюмеАвто
0Мужчина , 42dгода , родился 6 октября 197627d000 руб.Старший администраторЛипецк , не готов к переезду , не готов к кома...полная занятостьполный деньОпыт работы 6 лет 1 месяц Старший администрат...Трц РивьераСтарший администратор по сохраности активовСреднее специальное образование 1994 Спту 2628.04.2019 12:17Имеется собственный автомобиль
1Мужчина , 41dгод , родился 14 января 197860d000 руб.Старший IT инженерСочи , не готов к переезду , готов к командиро...частичная занятость, полная занятостьгибкий график, полный деньОпыт работы 19 лет 2 месяца Старший IT инжене...Эскорт-Центр, Москва, ЗАОСтарший инженер сервисного центраВысшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕР...28.04.2019 11:44Не указано
2Мужчина , 44dгода , родился 21 февраля 197565d000 руб.Системный администратор, Системный инженерЛипецк , готов к переезду , готов к командировкамполная занятостьудаленная работа, полный день, вахтовый методОпыт работы 19 лет 9 месяцев Системный админи...СПССПК \"ЭКОПТИЦА\"Системный администраторВысшее образование 2003 Московский государств...28.04.2019 10:36Не указано
3Мужчина , 43dгода , родился 9 февраля 197670d000 руб.Web-программист, Web-администратор, Web-мастерМосква , м. Марьино , не готов к переезду , г...полная занятостьудаленная работа, гибкий график, полный деньОпыт работы 5 лет 9 месяцев Web-программист, ...ГБУ \"МДОО\"специалист отдела интернет-проектовВысшее образование 2002 Российский государств...28.04.2019 10:29Не указано
4Мужчина , 39dлет , родился 14 июня 197945d000 руб.Старший системный администратор \\ начальник от...Тула , не готов к переезду , готов к редким ко...частичная занятость, полная занятостьполный день, сменный графикОпыт работы 13 лет 5 месяцев Старший системны...ООО \"СервисСофт\"Старший системный администраторВысшее образование 2007 Российский государств...28.04.2019 10:15Не указано
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Пол, возрастЗПГородЗанятостьГрафикОпыт (двойное нажатие для полной версии)Образование и ВУЗ
0Мужчина , 42dгода , родился 6 октября 197627d000 руб.Липецк , не готов к переезду , не готов к кома...полная занятостьполный деньОпыт работы 6 лет 1 месяц Старший администрат...Среднее специальное образование 1994 Спту 26
1Мужчина , 41dгод , родился 14 января 197860d000 руб.Сочи , не готов к переезду , готов к командиро...частичная занятость, полная занятостьгибкий график, полный деньОпыт работы 19 лет 2 месяца Старший IT инжене...Высшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕР...
2Мужчина , 44dгода , родился 21 февраля 197565d000 руб.Липецк , готов к переезду , готов к командировкамполная занятостьудаленная работа, полный день, вахтовый методОпыт работы 19 лет 9 месяцев Системный админи...Высшее образование 2003 Московский государств...
3Мужчина , 43dгода , родился 9 февраля 197670d000 руб.Москва , м. Марьино , не готов к переезду , г...полная занятостьудаленная работа, гибкий график, полный деньОпыт работы 5 лет 9 месяцев Web-программист, ...Высшее образование 2002 Российский государств...
4Мужчина , 39dлет , родился 14 июня 197945d000 руб.Тула , не готов к переезду , готов к редким ко...частичная занятость, полная занятостьполный день, сменный графикОпыт работы 13 лет 5 месяцев Старший системны...Высшее образование 2007 Российский государств...
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Пол, возрастЗПГородЗанятостьГрафикОпыт (двойное нажатие для полной версии)Образование и ВУЗ
0(М, 47)27000.0малый или за пределами России городполная занятостьполный день73среднее специальное
1(М, 45)60000.0Сочичастичная занятость полная занятостьгибкий график полный день230высшее
2(М, 48)65000.0малый или за пределами России городполная занятостьполный день удаленная работа237высшее
3(М, 47)70000.0Москваполная занятостьгибкий график полный день удаленная работа69высшее
4(М, 44)45000.0малый или за пределами России городчастичная занятость полная занятостьполный день сменный график161высшее
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ПолВозрастЗПГородЗанятостьГрафикОпыт (двойное нажатие для полной версии)Образование и ВУЗ
0М4727000.0малый или за пределами России городполная занятостьполный день73среднее специальное
1М4560000.0Сочичастичная занятость полная занятостьгибкий график полный день230высшее
2М4865000.0малый или за пределами России городполная занятостьполный день удаленная работа237высшее
3М4770000.0Москваполная занятостьгибкий график полный день удаленная работа69высшее
4М4445000.0малый или за пределами России городчастичная занятость полная занятостьполный день сменный график161высшее
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" + ], + "text/plain": [ + " Пол Возраст ЗП Город \\\n", + "0 М 47 27000.0 малый или за пределами России город \n", + "1 М 45 60000.0 Сочи \n", + "2 М 48 65000.0 малый или за пределами России город \n", + "3 М 47 70000.0 Москва \n", + "4 М 44 45000.0 малый или за пределами России город \n", + "\n", + " Занятость \\\n", + "0 полная занятость \n", + "1 частичная занятость полная занятость \n", + "2 полная занятость \n", + "3 полная занятость \n", + "4 частичная занятость полная занятость \n", + "\n", + " График \\\n", + "0 полный день \n", + "1 гибкий график полный день \n", + "2 полный день удаленная работа \n", + "3 гибкий график полный день удаленная работа \n", + "4 полный день сменный график \n", + "\n", + " Опыт (двойное нажатие для полной версии) Образование и ВУЗ \n", + "0 73 среднее специальное \n", + "1 230 высшее \n", + "2 237 высшее \n", + "3 69 высшее \n", + "4 161 высшее " + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "id": "rmCWXFN9oMHP" + }, + "outputs": [], + "source": [ + "df.to_csv('hh_parsed.csv', index=False) # Сохраняем распаршенную базу" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/BKB_WaterQualityData_2020084 (copy 1).csv b/BKB_WaterQualityData_2020084 (copy 1).csv new file mode 100644 index 0000000..2501186 --- /dev/null +++ b/BKB_WaterQualityData_2020084 (copy 1).csv @@ -0,0 +1,2372 @@ +Site_Id,Unit_Id,Read_Date,Salinity (ppt),Dissolved Oxygen (mg/L),pH (standard units),Secchi Depth (m),Water Depth (m),Water Temp (?C),Air Temp-Celsius,Air Temp (?F),Time (24:00),Field_Tech,DateVerified,WhoVerified,AirTemp (C),Year +Bay,,1/3/1994,1.3,11.7,7.3,0.4,0.4,5.9,8,46.4,11:00,,,,8,1994 +Bay,,1/31/1994,1.5,12,7.4,0.2,0.35,3,2.6,36.68,11:30,,,,2.6,1994 +Bay,,2/7/1994,1,10.5,7.2,0.25,0.6,5.9,7.6,45.68,9:45,,,,7.6,1994 +Bay,,2/23/1994,1,10.1,7.4,0.35,0.5,10,2.7,36.86,N/A,,,,2.7,1994 +Bay,,2/28/1994,1,12.6,7.2,0.2,0.4,1.6,0,32,10:30,,,,0,1994 +Bay,,3/7/1994,1,9.9,7.1,0.2,0.9,9.7,15.2,59.36,10:00,,,,15.2,1994 +Bay,,3/14/1994,0.5,10.4,7.2,0.25,0.75,9.8,10.1,50.18,11:00,,,,10.1,1994 +Bay,,3/28/1994,1,9.2,7.1,0.15,0.95,16.1,22.1,71.78,9:50,,,,22.1,1994 +Bay,,4/4/1994,1,9.2,7.2,0.25,0.75,15,13.5,56.3,10:00,,,,13.5,1994 +Bay,,4/11/1994,1,8.6,7.3,0.2,0.75,15.7,13,55.4,10:00,,,,13,1994 +Bay,,4/18/1994,1,8.8,7.6,0.2,0.7,17.5,16.6,61.88,10:30,,,,16.6,1994 +Bay,,4/25/1994,1,10,7.9,0.2,0.5,19.3,22.1,71.78,11:00,,,,22.1,1994 +Bay,,5/2/1994,1.3,9.8,7.5,0.2,0.65,16.1,13,55.4,10:30,,,,13,1994 +Bay,,5/9/1994,1,10.1,7.9,0.25,0.75,18.8,19.5,67.1,10:45,,,,19.5,1994 +Bay,,5/16/1994,1,8.2,7.8,0.25,0.8,22.1,22.3,72.14,10:00,,,,22.3,1994 +Bay,,5/23/1994,1,10.8,9.1,0.05,0.05,21.7,24.3,75.74,11:00,,,,24.3,1994 +Bay,,5/30/1994,1,8.7,8.5,0.35,0.8,22.3,22.7,72.86,N/A,,,,22.7,1994 +Bay,,6/6/1994,1,9.4,8.6,0.35,0.8,23.8,25.7,78.26,11:00,,,,25.7,1994 +Bay,,6/13/1994,1.2,10.4,9,0.35,0.8,27.9,26.9,80.42,10:45,,,,26.9,1994 +Bay,,6/20/1994,1.5,9.8,9,0.35,0.7,29.5,30.5,86.9,10:15,,,,30.5,1994 +Bay,,6/27/1994,1.5,7.3,8.1,0.25,1.2,25.5,27.9,82.22,10:15,,,,27.9,1994 +Bay,,7/3/1994,2,10.7,9,0.4,0.9,28.5,28,82.4,10:40,,,,28,1994 +Bay,,6/25/1994,2,11,9.4,0.5,0.9,30.5,28.5,83.3,10:30,,,,28.5,1994 +Bay,,8/1/1994,2,10.7,9.2,0.45,0.75,29,25.5,77.9,N/A,,,,25.5,1994 +Bay,,8/8/1994,2,10.2,9.2,0.4,0.55,22,21.5,70.7,10:30,,,,21.5,1994 +Bay,,8/15/1994,2.3,6.9,8.8,0.45,0.9,24.5,20,68,10:30,,,,20,1994 +Bay,,8/22/1994,2,9.1,9.1,0.45,0.9,27,24.5,76.1,10:30,,,,24.5,1994 +Bay,,8/29/1994,2.3,9.8,9.3,0.45,0.75,27,27,80.6,10:45,,,,27,1994 +Bay,,9/5/1994,2.5,8.6,8.5,0.2,1.2,17,17,62.6,10:00,,,,17,1994 +Bay,,9/12/1994,2.5,7.9,8.4,0.35,0.6,21,19,66.2,10:30,,,,19,1994 +Bay,,9/19/1994,2.5,8.2,8.1,0.45,0.6,20.5,21.5,70.7,10:30,,,,21.5,1994 +Bay,,9/26/1994,2.25,6.9,8.1,0.45,0.8,23,23,73.4,10:15,,,,23,1994 +Bay,,10/10/1994,2.5,8.4,8.1,0.45,0.5,17,17,62.6,10:30,,,,17,1994 +Bay,,10/24/1994,2.5,7.4,7.6,0.35,0.85,18,19,66.2,10:20,,,,19,1994 +Bay,,11/7/1994,2.5,9,7.3,0.2,0.5,15,15,59,10:00,,,,15,1994 +Bay,,11/28/1994,2.8,9.4,7.7,0.25,0.65,13,17.5,63.5,10:30,,,,17.5,1994 +Bay,,12/12/1994,2.5,11.4,6.9,0.35,0.4,5,5,41,11:00,,,,5,1994 +Bay,,12/29/1994,3,10.4,6.9,0.15,0.4,8,9.5,49.1,11:00,,,,9.5,1994 +Bay,,5/11/1989,,,7.5,0.3,0.9,17,,,0:00,John Phillips,,,-17.77777778,1989 +Bay,,5/18/1989,,12,7.5,0.2,0.6,17.5,,68.9,21:36,John Phillips,,,20.5,1989 +Bay,,5/25/1989,,,8,0.4,0.8,23,,77,0:00,John Phillips,,,25,1989 +Bay,,6/1/1989,,12,8,0.4,0.9,25.5,,84.2,4:48,John Phillips,,,29,1989 +Bay,,7/11/1989,,,8.5,0.3,0.9,28.5,,82.4,9:36,John Phillips,,,28,1989 +Bay,,7/20/1989,,1.6,9,0.3,0.9,30,,90.5,12:00,John Phillips,,,32.5,1989 +Bay,,7/27/1989,,6.2,9,0.3,0.8,27,,80.6,14:24,John Phillips,,,27,1989 +Bay,,8/3/1989,,5.8,9.5,0.2,0.7,25,,82.4,9:36,John Phillips,,,28,1989 +Bay,,8/10/1989,,3.2,9,0.2,0.3,21.5,,72.5,12:00,John Phillips,,,22.5,1989 +Bay,,8/17/1989,,7.3,9,0.2,0.8,28,,84.2,4:48,John Phillips,,,29,1989 +Bay,,8/31/1989,,7.1,9,0.2,0.8,28,,82.4,9:36,John Phillips,,,28,1989 +Bay,,9/14/1989,,6,7.5,0.3,0.9,26,,78.8,19:12,John Phillips,,,26,1989 +Bay,,10/25/1989,,7.8,8.5,0.2,0.5,15,,66.2,4:48,John Phillips,,,19,1989 +Bay,,10/31/1989,,,7.5,0.2,0.7,21.5,,71.6,14:24,John Phillips,,,22,1989 +Bay,,11/20/1989,,,8,0.2,1,8.5,,57.2,4:48,John Phillips,,,14,1989 +Bay,,11/27/1989,,10.3,7.5,0.2,0.6,9,,39.2,4:48,John Phillips,,,4,1989 +Bay,,12/11/1989,,10.2,7,0.2,0.4,3,,37.4,9:36,John Phillips,,,3,1989 +Bay,,1/3/1990,,11.9,7.5,0.2,0.6,3,,41,0:00,"J Phillips, Mary Feldman",,,5,1990 +Bay,,1/8/1990,,10.8,7.5,0.2,0.4,7,,45.5,12:00,"J Phillips, Mary Feldman",,,7.5,1990 +Bay,,1/22/1990,1,9.7,7.5,0.15,0.65,10,,53.6,14:24,"J Phillips, Mary Feldman",,,12,1990 +Bay,,1/30/1990,,10.8,7.5,0.2,0.7,9,,55.4,9:36,"J Phillips, Mary Feldman",,,13,1990 +Bay,,2/7/1990,3.4,10.8,7.5,0.2,0.6,10,,50,0:00,"J Phillips, Mary Feldman",,,10,1990 +Bay,,2/12/1990,3.2,10.6,7,0.2,0.7,10,,48.2,4:48,"J Phillips, Mary Feldman",,,9,1990 +Bay,,2/20/1990,4.2,11.6,7.5,0.15,0.39,5,,41,0:00,"J Phillips, Mary Feldman",,,5,1990 +Bay,,2/27/1990,2.8,13.8,7,0.5,1.5,2.5,,33.8,19:12,"J Phillips, Mary Feldman",,,1,1990 +Bay,,3/5/1990,2.9,11.6,7,0.2,0.4,7,,47.3,7:12,"J Phillips, Mary Feldman",,,8.5,1990 +Bay,,3/12/1990,2.9,9,7,0.15,0.69,17,,69.8,19:12,"J Phillips, Mary Feldman",,,21,1990 +Bay,,3/19/1990,2.8,7.8,7,0.22,0.92,15,,57.2,4:48,"J Phillips, Mary Feldman",,,14,1990 +Bay,,3/26/1990,3,10.8,7,0.25,0.4,9.5,,48.2,4:48,"J Phillips, Mary Feldman",,,9,1990 +Bay,,4/2/1990,1.8,9.6,8,0.15,0.7,5,,59,0:00,"J Phillips, Mary Feldman",,,15,1990 +Bay,,4/9/1990,4.1,10.8,7,0.25,0.78,11,,53.6,14:24,"J Phillips, Mary Feldman",,,12,1990 +Bay,,4/16/1990,2.5,9.7,7,0.25,0.72,15,,57.2,4:48,"J Phillips, Mary Feldman",,,14,1990 +Bay,,4/23/1990,2.8,10.7,7,0.25,0.59,15,,59,0:00,"J Phillips, Mary Feldman",,,15,1990 +Bay,,4/30/1990,3.2,10,7,0.88,1.3,18,,60.8,19:12,"J Phillips, Mary Feldman",,,16,1990 +Bay,,5/7/1990,4.5,8.9,7,0.25,0.75,17,,64.4,9:36,"J Phillips, Mary Feldman",,,18,1990 +Bay,,5/14/1990,3.7,8.4,7,0.32,1,20,,66.2,4:48,"J Phillips, Mary Feldman",,,19,1990 +Bay,,5/21/1990,2.9,,7,0.25,0.99,22,,76.1,2:24,"J Phillips, Mary Feldman",,,24.5,1990 +Bay,,5/29/1990,2.1,8.9,7,0.375,0.95,19,,68,0:00,"J Phillips, Mary Feldman",,,20,1990 +Bay,,6/4/1990,3.5,6.9,7,0.4,1.22,24,,77,0:00,"J Phillips, Mary Feldman",,,25,1990 +Bay,,6/11/1990,3.2,7.9,7,0.35,0.75,24,,71.6,14:24,"J Phillips, Mary Feldman",,,22,1990 +Bay,,6/16/1990,3.2,7.7,7,0.32,0.62,23.5,,68,0:00,"J Phillips, Mary Feldman",,,20,1990 +Bay,,6/24/1990,3.8,7.9,7,0.35,0.91,26,,78.8,19:12,"J Phillips, Mary Feldman",,,26,1990 +Bay,,7/2/1990,3.7,7.8,7,0.35,0.78,24,,74.3,7:12,"J Phillips, Mary Feldman",,,23.5,1990 +Bay,,7/9/1990,4.2,7.5,7.5,0.3,0.82,26,,79.7,16:48,"J Phillips, Mary Feldman",,,26.5,1990 +Bay,,7/16/1990,3.9,7.5,7,0.375,1.25,26.5,,,12:00,"J Phillips, Mary Feldman",,,-17.77777778,1990 +Bay,,7/26/1990,4.2,6.9,7.75,0.375,0.48,27,,78.8,19:12,"J Phillips, Mary Feldman",,,26,1990 +Bay,,8/6/1990,4.2,7.7,8,0.4,0.98,26,,78.8,19:12,"J Phillips, Mary Feldman",,,26,1990 +Bay,,8/13/1990,4.2,7.8,8,0.35,0.82,27,,80.6,14:24,"J Phillips, Mary Feldman",,,27,1990 +Bay,,8/27/1990,4.2,8.9,8,0.35,0.94,27,,83.3,7:12,"J Phillips, Mary Feldman",,,28.5,1990 +Bay,,9/4/1990,2.9,8.1,8,0.25,0.68,23,,75.2,4:48,"J Phillips, Mary Feldman",,,24,1990 +Bay,,9/17/1990,2.4,8.8,8,0.25,0.78,21,,64.4,9:36,"J Phillips, Mary Feldman",,,18,1990 +Bay,,10/15/1990,3.5,8.2,8,0.3,0.93,23,,71.6,14:24,"J Phillips, Mary Feldman",,,22,1990 +Bay,,10/29/1990,0.7,12.5,8,0.1,0.38,9,,50,0:00,"J Phillips, Mary Feldman",,,10,1990 +Bay,,12/17/1990,0.5,11.05,7.5,0.25,0.6,8,,46.4,9:36,"J Phillips, Mary Feldman",,,8,1990 +Bay,,1/7/1991,0.7,11.8,8,0.2,0.39,9,,46.4,9:36,Feldman,,,8,1991 +Bay,,1/14/1991,0.4,12.2,8,0.2,0.65,4.5,,39.2,4:48,Feldman,,,4,1991 +Bay,,1/24/1991,0.5,13.2,7.5,0.2,0.65,4.5,,40.1,2:24,Feldman,,,4.5,1991 +Bay,,1/3/1991,0.5,11.9,7.5,0.25,0.78,9,,51.8,19:12,Feldman,,,11,1991 +Bay,,2/4/1991,0.9,,7.5,0.25,0.7,9,,50.9,21:36,Feldman,,,10.5,1991 +Bay,,2/11/1991,0.7,11.1,7.5,0.3,0.41,7.5,,46.4,9:36,Feldman,,,8,1991 +Bay,,2/21/1991,1.2,10.8,7.5,0.2,0.72,12,,50.9,21:36,Feldman,,,10.5,1991 +Bay,,2/25/1991,0.7,11.8,7.5,0.2,0.28,8,,46.4,9:36,Feldman,,,8,1991 +Bay,,3/4/1991,1.2,10,7.5,0.2,1.6,15,,60.8,19:12,Feldman,,,16,1991 +Bay,,3/11/1991,0.4,12.9,7.5,0.15,0.35,6,,39.2,4:48,Feldman,,,4,1991 +Bay,,3/18/1991,,9.95,7.7,0.25,0.69,11,,57.2,4:48,Feldman,,,14,1991 +Bay,,3/25/1991,0,9.8,8,0.275,0.94,14,,55.4,9:36,Feldman,,,13,1991 +Bay,,4/4/1991,1.2,10.7,8,0.32,0.78,13,,57.2,4:48,Feldman,,,14,1991 +Bay,,4/8/1991,2.1,8.7,8,0.32,0.83,19,,69.8,19:12,Feldman,,,21,1991 +Bay,,4/15/1991,1.2,8.9,7.5,0.32,0.52,14,,59.9,21:36,Feldman,,,15.5,1991 +Bay,,4/22/1991,0.9,9.75,7.5,0.2,0.55,12.5,,55.4,9:36,Feldman,,,13,1991 +Bay,,4/29/1991,2.4,8.3,7.5,0.35,0.8,20.5,,64.4,9:36,Feldman,,,18,1991 +Bay,,5/6/1991,2.6,8,7.5,0.35,0.95,21,,74.3,7:12,Feldman,,,23.5,1991 +Bay,,5/20/1991,1.3,9.5,7.5,0.3,0.5,15.5,,59,0:00,Feldman,,,15,1991 +Bay,,6/10/1991,3,6.9,7.5,0.3,0.7,23,,78.8,19:12,Feldman,,,26,1991 +Bay,,6/17/1991,3.8,6.8,7.5,0.325,1.09,26,,80.6,14:24,Feldman,,,27,1991 +Bay,,6/26/1991,2.8,8.1,7.5,0.25,0.7,21,,70.7,16:48,Feldman,,,21.5,1991 +Bay,,7/9/1991,1.8,7.8,7.5,0.35,0.95,28,,85.1,2:24,Feldman,,,29.5,1991 +Bay,,7/15/1991,0,8,7.5,0.99,0.375,27.5,,82.4,9:36,Feldman,,,28,1991 +Bay,,7/25/1991,,7.8,7,0.4,0.925,29,,84.2,4:48,Feldman,,,29,1991 +Bay,,8/2/1991,0.7,8,7.5,0.35,1.025,24.5,,79.7,16:48,Feldman,,,26.5,1991 +Bay,,8/9/1991,,8.4,8,0.35,1.025,27,,84.2,4:48,Feldman,,,29,1991 +Bay,,8/16/1991,,8.8,8,0.38,1.01,25,,78.8,19:12,Feldman,,,26,1991 +Bay,,8/23/1991,,7.8,8,0.375,0.88,26,,82.4,9:36,Feldman,,,28,1991 +Bay,,8/30/1991,,7.8,8,,,26,,81.5,12:00,Feldman,,,27.5,1991 +Bay,,9/6/1991,,7.7,8,0.375,0.9,25,,76.1,2:24,Feldman,,,24.5,1991 +Bay,,9/13/1991,,8.2,8,0.2,0.37,22.5,,77,0:00,Feldman,,,25,1991 +Bay,,9/23/1991,1.8,8.5,8,0.31,0.52,20,,69.8,19:12,Feldman,,,21,1991 +Bay,,10/4/1991,3.5,7.7,7.5,0.28,0.7,21,,71.6,,Feldman,,,22,1991 +Bay,,10/17/1991,9,9.7,7.5,0.2,0.65,13,,51.8,19:12,Feldman,,,11,1991 +Bay,,10/31/1991,2.5,9.2,7.5,,1.5,13,,59,0:00,Feldman,,,15,1991 +Bay,,11/7/1991,4.7,10.2,7.7,0.25,0.75,13,,56.3,7:12,Feldman,,,13.5,1991 +Bay,,11/14/1991,6.2,11.3,7,0.15,0.8,12,,56.3,7:12,Feldman,,,13.5,1991 +Bay,,11/21/1991,2.6,9.1,7,0.15,0.85,17,,67.1,2:24,Feldman,,,19.5,1991 +Bay,,11/29/1991,3.3,10.8,7.5,0.25,0.6,12,,59,0:00,Feldman,,,15,1991 +Bay,,12/9/1991,2,10.4,7.5,0.15,0.25,10,,59,0:00,Feldman,,,15,1991 +Bay,,12/20/1991,1.4,15.1,8,0.2,0.3,2,,35.6,14:24,Feldman,,,2,1991 +Bay,,12/27/1991,2.9,11.6,7.5,0.35,0.49,7,,44.6,14:24,Feldman,,,7,1991 +Bay,,1/3/1992,2,11.8,7.5,0.28,0.45,10,,53.6,14:24,Feldman,,,12,1992 +Bay,,1/9/1992,2.2,11.3,7.5,0.3,0.99,7.5,,49.1,2:24,Feldman,,,9.5,1992 +Bay,,1/20/1992,1.4,12.6,7,0.2,0.58,2,,32.9,21:36,Feldman,,,0.5,1992 +Bay,,1/30/1992,1.6,11.6,7,0.25,0.48,6,,43.7,16:48,Feldman,,,6.5,1992 +Bay,,2/10/1992,2.4,14.2,7,0.25,0.3,3,,39.2,4:48,Feldman,,,4,1992 +Bay,,2/17/1992,2,11.1,7,0.15,0.68,10,,44.6,14:24,Feldman,,,7,1992 +Bay,,2/23/1992,2.4,10,7.5,0.15,0.68,12.5,,54.5,12:00,Feldman,,,12.5,1992 +Bay,,3/2/1992,2.9,11.3,8,0.2,0.8,13,,59.9,21:36,Feldman,,,15.5,1992 +Bay,,3/9/1992,3.5,10,7.5,0.25,0.75,16,,64.4,9:36,Feldman,,,18,1992 +Bay,,3/16/1992,2.8,,7,0.15,0.48,3,,30,0:00,Feldman,,,-1.111111111,1992 +Bay,,3/23/1992,2.9,11.6,7.5,0.05,0.35,3,,44.6,14:24,Feldman,,,7,1992 +Bay,,4/6/1992,3,11,7.5,0.25,0.42,9,,50,0:00,Feldman,,,10,1992 +Bay,,4/13/1992,3.8,10.6,7.5,0.1,0.5,13,,45.5,12:00,Feldman,,,7.5,1992 +Bay,,4/20/1992,4.7,9.4,7,0.2,0.78,17,,55.4,9:36,Feldman,,,13,1992 +Bay,,4/27/1992,3.7,9.6,7,0.35,0.65,14,,55.49,11:45,Feldman,,,13.05,1992 +Bay,,5/5/1992,3.8,8.9,7.5,0.2,0.6,15.5,,50,0:00,Feldman,,,10,1992 +Bay,,5/11/1992,4.2,9.2,7.5,0.3,0.7,17.5,,62.6,14:24,Feldman,,,17,1992 +Bay,,5/18/1992,3.9,9,7.5,0.3,0.65,,,75.2,4:48,Feldman,,,24,1992 +Bay,,6/1/1992,5,9.4,7,0.4,0.9,20,,68.9,21:36,Feldman,,,20.5,1992 +Bay,,6/8/1992,4.3,7.9,7,0.4,1.05,27.5,,84.2,4:48,Feldman,,,29,1992 +Bay,,6/15/1992,5.1,7.8,8,0.4,0.8,25,,84.2,4:48,Feldman,,,29,1992 +Bay,,6/22/1992,4.7,9,7.5,0.45,0.68,19,,64.4,9:36,Feldman,,,18,1992 +Bay,,6/29/1992,4.5,0.8,7.5,0.4,0.8,26,,78.8,19:12,Feldman,,,26,1992 +Bay,,7/6/1992,4.3,7.5,7.5,0.45,1,25,,75.2,4:48,Feldman,,,24,1992 +Bay,,7/13/1992,5.1,7.3,7.5,0.35,0.95,28.5,,87.8,19:12,Feldman,,,31,1992 +Bay,,7/27/1992,5.1,7.6,8,0.35,0.95,28,,86.9,21:36,Feldman,,,30.5,1992 +Bay,,8/3/1992,4.5,8,8,0.3,0.85,26,,78.8,19:12,Feldman,,,26,1992 +Bay,,8/7/1992,4.7,8,8,0.33,0.6,23,,77,0:00,Feldman,,,25,1992 +Bay,,8/14/1992,4.7,7.1,7.5,0.4,0.95,24.5,,71.6,14:24,Feldman,,,22,1992 +Bay,,8/23/1992,3.9,8.5,8,0.4,0.8,24.5,,78.8,19:12,Feldman,,,26,1992 +Bay,,8/31/1992,4.3,7.7,7.5,0.3,1,23,,77,0:00,Feldman,,,25,1992 +Bay,,9/14/1992,4.8,9.2,8,0.38,0.38,19.5,,71.6,14:24,Feldman,,,22,1992 +Bay,,9/20/1992,4.3,7.6,7.5,0.35,0.8,23.5,,75.2,4:48,Feldman,,,24,1992 +Bay,,9/27/1992,5.4,9.8,8,0.25,0.45,24,,79.7,16:48,Feldman,,,26.5,1992 +Bay,,10/5/1992,3.9,9.2,7.5,0.1,0.15,16,,62.6,14:24,Feldman,,,17,1992 +Bay,,10/19/1992,4.1,9.8,7.5,0.1,1,12,,50,0:00,Feldman,,,10,1992 +Bay,,10/26/1992,4.2,10.6,7,0.3,0.63,12.5,,55.4,9:36,Feldman,,,13,1992 +Bay,,11/2/1992,3.4,10.6,7.5,0.35,0.65,16.5,,63.5,12:00,Feldman,,,17.5,1992 +Bay,,11/9/1992,1.7,11.3,7.5,,0.4,9,,50,0:00,Feldman,,,10,1992 +Bay,,11/16/1992,3.9,11,7.5,0.4,0.55,7.5,,41.9,21:36,Feldman,,,5.5,1992 +Bay,,11/23/1992,3.9,9,7.85,0.25,0.85,18.5,,70.7,16:48,Feldman,,,21.5,1992 +Bay,,11/30/1992,3.7,10.9,7.5,0.55,0.7,9,,46.4,9:36,Feldman,,,8,1992 +Bay,,12/17/1992,4.1,10.8,7,0.15,0.5,12,,59.9,21:36,Feldman,,,15.5,1992 +Bay,,12/20/1992,3.8,10.1,7,0.25,0.85,10.5,,50.9,21:36,Feldman,,,10.5,1992 +Bay,,12/27/1992,4.7,13.2,7,0.25,0.45,5.5,,41.9,21:36,Feldman,,,5.5,1992 +Bay,,1/4/1993,3.7,11,7,0.35,0.5,8,,60.8,19:12,Feldman,,,16,1993 +Bay,,1/11/1993,3.5,11.9,7,0.25,0.25,9,,44.6,14:24,Feldman,,,7,1993 +Bay,,1/24/1993,3.3,10.5,7,0.3,0.95,10.5,,58.1,2:24,Feldman,,,14.5,1993 +Bay,,2/1/1993,2.9,12,7,0.2,0.85,6,,49.1,2:24,Feldman,,,9.5,1993 +Bay,,2/8/1993,3.4,12.6,7,0.1,0.3,5,,41.9,21:36,Feldman,,,5.5,1993 +Bay,,2/16/1993,3.5,12.4,7,0.3,0.75,8,,53.6,14:24,Feldman,,,12,1993 +Bay,,2/22/1993,2.9,12.7,7,0.1,0.85,8,,59,0:00,Feldman,,,15,1993 +Bay,,3/8/1993,3.9,10.7,7,0.1,1.15,10,,56.3,7:12,Feldman,,,13.5,1993 +Bay,,3/15/1993,3.4,12.8,7,0.5,1.7,2.5,,34.7,16:48,Feldman,,,1.5,1993 +Bay,,3/22/1993,3.3,11.2,7,0.15,0.4,10,,51.8,19:12,Feldman,,,11,1993 +Bay,,3/29/1993,3,10,7,0.5,0.7,14.5,,54.5,12:00,Feldman,,,12.5,1993 +Bay,,4/1/1993,2.9,9.5,,0.55,3.1,17.5,,68.9,21:36,Feldman,,,20.5,1993 +Bay,,4/5/1993,2.5,10,7,0.35,0.8,10,,44.6,14:24,Feldman,,,7,1993 +Bay,,4/12/1993,2.5,9.7,7,0.3,1,15.5,,60.8,10.15,Feldman,,,16,1993 +Bay,,4/19/1993,3,10,7,0.3,1.15,14.5,,53.6,14:24,Feldman,,,12,1993 +Bay,,4/26/1993,3.4,8.7,7,0.3,1.2,19,,69.8,19:12,Feldman,,,21,1993 +Bay,,5/10/1993,3.2,8,7,0.4,0.85,21,,69.8,19:12,Feldman,,,21,1993 +Bay,,5/17/1993,3.9,8,7,0.5,1,24,,77,0:00,Feldman,,,25,1993 +Bay,,5/24/1993,2.9,9,7,0.3,0.85,20,,71.6,14:24,Feldman,,,22,1993 +Bay,,6/7/1993,3.7,,7,0.45,0.75,23,,72.5,12:00,Feldman,,,22.5,1993 +Bay,,6/14/1993,3.9,8.1,7,0.45,0.45,21.5,,68.9,21:36,Feldman,,,20.5,1993 +Bay,,6/21/1993,3.8,7.2,7,0.55,1,26.5,,80.6,14:24,Feldman,,,27,1993 +Bay,,6/28/1993,3.9,7.1,7,0.55,0.8,26.5,,86,0:00,Feldman,,,30,1993 +Bay,,7/5/1993,,7.4,7.5,0.55,0.8,30,,88.7,16:48,Feldman,,,31.5,1993 +Bay,,7/19/1993,4.2,7.3,7.5,0.45,0.75,27,,81.5,12:00,Feldman,,,27.5,1993 +Bay,,7/26/1993,,7.5,7.5,0.5,0.7,28,,85.1,2:24,Feldman,,,29.5,1993 +Bay,,8/2/1993,3.9,8,8,0.4,0.8,26.5,,86,0:00,Feldman,,,30,1993 +Bay,,8/9/1993,3.5,9.1,8,0.3,0.55,25.5,,79.7,16:48,Feldman,,,26.5,1993 +Bay,,9/6/1993,,7.2,,0.35,0.85,25.5,,81.5,12:00,Feldman,,,27.5,1993 +Bay,,9/13/1993,,7.8,7,0.2,0.75,24,,82.4,9:36,Feldman,,,28,1993 +Bay,,9/20/1993,,8.5,8,0.2,0.6,21.5,,74.3,7:12,Feldman,,,23.5,1993 +Bay,,9/27/1993,1.8,7.2,7.9,0.4,0.95,24.5,,76.1,2:24,Feldman,,,24.5,1993 +Bay,,10/4/1993,,9.3,8.3,0.35,0.65,19,,68,0:00,Feldman,,,20,1993 +Bay,,10/12/1993,1.5,8.8,7.8,0.3,0.5,16.5,,59,0:00,Feldman,,,15,1993 +Bay,,10/18/1993,1.5,8.8,7.7,0.35,0.75,18,,64.94,22:33,Feldman,,,18.3,1993 +Bay,,10/25/1993,1.8,10.6,8.4,0.4,0.6,15.6,,66.02,0:28,Feldman,,,18.9,1993 +Bay,,11/8/1993,1.5,8.2,7.5,0.35,0.55,9.8,,52.34,8:09,Feldman,,,11.3,1993 +Bay,,11/15/1993,1.4,9.6,7.9,0.4,0.8,17.3,,72.5,12:00,Feldman,,,22.5,1993 +Bay,,11/29/1993,1.5,9.4,7.1,0.2,0.55,12.1,,50.9,21:36,Feldman,,,10.5,1993 +Bay,,12/6/1993,1.5,9.8,7.4,0.25,0.75,10.5,,48.74,17:45,Feldman,,,9.3,1993 +Bay,,12/13/1993,1.5,13,7.6,0.25,0.45,1.3,,41.9,21:36,Feldman,,,5.5,1993 +Bay,,12/28/1993,1.5,12.1,7.1,0.3,0.7,3.8,,39.74,17:45,Feldman,,,4.3,1993 +Bay,,1/16/1995,3,8.5,7.4,0.25,0.85,13.5,,61.7,16:48,Feldman,,,16.5,1995 +Bay,,1/23/1995,3,10.75,7.1,0.2,0.7,4.5,,46.4,9:36,Feldman,,,8,1995 +Bay,,2/13/1995,3,12.5,6.8,0.2,0.25,2,,29.3,7:12,Feldman,,,-1.5,1995 +Bay,,3/6/1995,2.4,9.3,7.1,0.2,0.2,9.5,,46.4,9:36,Feldman,,,8,1995 +Bay,,3/13/1995,2.4,9.9,6.9,0.28,0.65,11.5,,59.9,N/A,Feldman,,,15.5,1995 +Bay,,3/20/1995,2.8,8.9,7.1,0.35,0.45,12.5,,54.5,12:00,Feldman,,,12.5,1995 +Bay,,3/27/1995,2.4,9,7.1,0.25,0.45,11,,53.6,14:24,Feldman,,,12,1995 +Bay,,4/3/1995,2.4,9.3,7.1,0.4,0.55,11.5,,54.5,12:00,Feldman,,,12.5,1995 +Bay,,4/10/1995,3.2,8.5,7.1,0.25,0.7,15,,48.2,4:48,Feldman,,,9,1995 +Bay,,4/18/1995,3,9,7.1,0.25,0.5,16,,58.1,2:24,Feldman,,,14.5,1995 +Bay,,4/24/1995,3,9.7,7.4,0.25,0.55,12.5,,50,0:00,Feldman,,,10,1995 +Bay,,5/1/1995,3.2,8.9,7.2,0.3,0.6,15,,52.7,16:48,Feldman,,,11.5,1995 +Bay,,5/15/1995,3.3,6.8,6.8,0.3,0.55,21.5,,74.3,7:12,Feldman,,,23.5,1995 +Bay,,5/22/1995,3.3,6.8,6.8,0.3,0.55,21.5,,74.3,7:12,Feldman,,,23.5,1995 +Bay,,5/29/1995,3.5,8.5,7.5,0.4,0.4,22,,80.6,14:24,Feldman,,,27,1995 +Bay,,6/5/1995,4,7.8,7.6,0.3,0.3,25,,73.4,9:36,Feldman,,,23,1995 +Bay,,6/12/1995,3.5,7.7,7.9,0.4,0.9,26.5,,77.9,21:36,Feldman,,,25.5,1995 +Bay,,6/19/1995,3.2,7.7,8,0.4,0.55,25,,75.2,4:48,Feldman,,,24,1995 +Bay,,6/26/1995,4,8.8,8.3,0.5,0.8,28.5,,82.4,9:36,Feldman,,,28,1995 +Bay,,7/3/1995,4,8,,0.45,0.8,26,,80.6,N/A,Feldman,,,27,1995 +Bay,,7/10/1995,4,7,7.9,0.35,0.7,26,,79.7,16:48,Feldman,,,26.5,1995 +Bay,,7/17/1995,4,7,8,0.45,1,30,,84.2,4:48,Feldman,,,29,1995 +Bay,,7/24/1995,4.5,7.2,8.4,0.55,0.9,32,,92.3,7:12,Feldman,,,33.5,1995 +Bay,,7/31/1995,4.5,7.6,8.1,0.5,0.8,29.5,,84.2,4:48,Feldman,,,29,1995 +Bay,,8/7/1995,4.5,8.7,8.2,0.5,0.6,24,,71.6,14:24,Feldman,,,22,1995 +Bay,,8/22/1995,5.5,7.4,8.8,0.3,0.5,25,,81.5,12:00,Feldman,,,27.5,1995 +Bay,,8/29/1995,4.5,9.9,8.7,0.35,0.65,25.5,,78.8,,Feldman,,,26,1995 +Bay,,9/5/1995,4.8,10.5,9,0.3,0.75,26,,80.6,14:24,Feldman,,,27,1995 +Bay,,9/12/1995,4.5,10.4,9.2,0.3,0.7,24.5,,80.6,14:24,Feldman,,,27,1995 +Bay,,9/28/1995,4.8,9.5,8.7,0.3,0.7,21,,75.2,4:48,Feldman,,,24,1995 +Bay,,10/5/1995,4.4,9.9,7.2,0.3,0.45,15.5,,62.96,23:02,Feldman,,,17.2,1995 +Bay,,10/6/1995,5,8.9,8.5,0.45,1.15,24.5,,81.5,12:00,Feldman,,,27.5,1995 +Bay,,10/11/1995,2.4,8.69,7.2,0.3,0.75,17.5,,58.64,15:21,Feldman,,,14.8,1995 +Bay,,10/20/1995,2.2,9.71,7.6,0.35,0.73,15,,56.48,11:31,Feldman,,,13.6,1995 +Bay,,10/23/1995,4.5,11.6,9,0.4,0.8,18.5,,68.9,21:36,Feldman,,,20.5,1995 +Bay,,10/26/1995,2.8,8.15,6.7,0.38,0.75,19,,67.28,6:43,Feldman,,,19.6,1995 +Bay,,10/30/1995,4.5,9.9,8.5,0.45,0.75,14,,59.9,21:36,Feldman,,,15.5,1995 +Bay,,11/6/1995,4,11.8,8.5,0.55,0.55,9.5,,51.8,19:12,Feldman,,,11,1995 +Bay,,11/13/1995,4.5,11.3,8.1,0.55,0.7,9.5,,57.2,4:48,Feldman,,,14,1995 +Bay,,11/20/1995,4,11.8,8.4,0.55,0.55,8,,50.9,21:36,Feldman,,,10.5,1995 +Bay,,11/27/1995,4,9.5,8.1,0.75,0.75,10,,48.2,4:48,Feldman,,,9,1995 +Bay,,12/11/1995,,,,,,,,28.4,9:36,Feldman,,,-2,1995 +Bay,,1/22/1996,4,11.7,7.4,0.4,0.55,4,,39.2,4:48,"Strader, Pease, Feldman",,,4,1996 +Bay,,1/29/1996,3.5,11.2,7.2,0.35,0.65,4,,42.8,19:12,"Strader, Pease, Feldman",,,6,1996 +Bay,,2/12/1996,3.5,10.8,7.1,0.35,0.6,5,,44.6,14:24,"Strader, Pease, Feldman",,,7,1996 +Bay,,2/26/1996,3,8.7,7.1,0.2,0.75,10.5,,60.8,19:12,"Strader, Pease, Feldman",,,16,1996 +Bay,,3/4/1996,3,11.5,7.4,0.3,0.45,3.5,,38.3,7:12,"Strader, Pease, Feldman",,,3.5,1996 +Bay,,3/11/1996,,,,0.05,0.05,,,38.3,7:12,"Strader, Pease, Feldman",,,3.5,1996 +Bay,,3/18/1996,3,10.1,7,0.4,0.45,7.5,,44.6,14:24,"Strader, Pease, Feldman",,,7,1996 +Bay,,3/25/1996,3,10,7.2,0.35,0.7,10,,61.7,N/A,"Strader, Pease, Feldman",,,16.5,1996 +Bay,,4/8/1996,3,10.7,7.3,0.35,0.55,8,,42.8,19:12,"Strader, Pease, Feldman",,,6,1996 +Bay,,4/22/1996,3,9.2,8.2,0.4,0.95,21,,71.6,14:24,"Strader, Pease, Feldman",,,22,1996 +Bay,,4/29/1996,3,8.9,8,0.45,0.85,18,,69.8,19:12,"Strader, Pease, Feldman",,,21,1996 +Bay,,5/13/1996,3,9.2,8.1,0.3,0.7,17,,57.2,4:48,"Strader, Pease, Feldman",,,14,1996 +Bay,,5/20/1996,3,9,8.8,0.4,0.75,28,,86,,"Strader, Pease, Feldman",,,30,1996 +Bay,,5/27/1996,3,9.6,8.6,0.25,0.6,19,,63.5,12:00,"Strader, Pease, Feldman",,,17.5,1996 +Bay,,6/3/1996,3,8.7,8.5,0.35,0.5,17,,59.9,21:36,"Strader, Pease, Feldman",,,15.5,1996 +Bay,,6/10/1996,3,8,8.1,0.45,1.02,24,,67.1,2:24,"Strader, Pease, Feldman",,,19.5,1996 +Bay,,6/17/1996,3,8.8,8.4,0.45,0.75,27,,77,0:00,"Strader, Pease, Feldman",,,25,1996 +Bay,,6/24/1996,3,8,8.6,0.55,0.8,26.5,,77,0:00,"Strader, Pease, Feldman",,,25,1996 +Bay,,8/2/1996,2.5,6.4,7.3,0.4,0.8,26,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,8/11/1996,3.1,,7.6,0.3,0.4,28.5,,,12:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,8/18/1996,3,4.65,7.3,0.3,0.68,27.5,,,12:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/1/1996,2.8,2,7.4,0.28,0.4,25,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/15/1996,3,2,,0.3,0.8,23.5,,,12:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/22/1996,3.1,2,7.4,0.4,0.9,22,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/28/1996,3.2,1.7,7.5,0.43,0.88,23,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,10/5/1996,4.4,9.9,7.2,0.3,0.45,15.5,,62.96,23:02,"Strader, Pease, Feldman",,,17.2,1996 +Bay,,10/11/1996,2.4,8.69,7.2,0.3,0.75,17.5,,58.64,15:21,"Strader, Pease, Feldman",,,14.8,1996 +Bay,,10/20/1996,2.2,9.71,7.6,0.35,0.73,15,,56.48,11:31,"Strader, Pease, Feldman",,,13.6,1996 +Bay,,10/26/1996,2.8,8.15,6.7,0.38,0.75,19,,67.28,6:43,"Strader, Pease, Feldman",,,19.6,1996 +Bay,,11/3/1996,2,6.5,6.8,0.48,0.58,10.1,,48.74,17:45,"Strader, Pease, Feldman",,,9.3,1996 +Bay,,11/12/1996,1.9,11.43,7.1,0.45,0.55,6.2,,41.414,9:56,"Strader, Pease, Feldman",,,5.23,1996 +Bay,,11/17/1996,1.8,11.8,6.8,0.28,0.3,9.1,,51.44,10:33,"Strader, Pease, Feldman",,,10.8,1996 +Bay,,12/1/1996,1.9,10.9,6.9,0.4,0.6,11,,63.5,12:00,"Strader, Pease, Feldman",,,17.5,1996 +Bay,,12/8/1996,1.6,11.2,6.9,0.4,0.65,9.1,,51.08,1:55,"Strader, Pease, Feldman",,,10.6,1996 +Bay,,12/21/1996,1.8,12.25,6.9,0.31,0.61,5.21,,38.3,7:12,"Strader, Pease, Feldman",,,3.5,1996 +Bay,,1/5/1997,2,9.2,6.7,0.2,0.7,13.5,,63.32,7:40,"Pease, Strader",,,17.4,1997 +Bay,,1/19/1997,1.3,13.3,7,0.3,0.3,0,,,0:00,"Pease, Strader",,,-17.77777778,1997 +Bay,,2/1/1997,1.5,10.9,6.6,2.5,3.5,10.1,,62.06,1:26,"Pease, Strader",,,16.7,1997 +Bay,,2/15/1997,1.3,10.55,6.6,0.3,0.6,8.2,,41,0:00,"Pease, Strader",,,5,1997 +Bay,,3/3/1997,1.8,9.45,6.9,0.3,0.54,14.1,,48.02,0:28,"Pease, Strader",,,8.9,1997 +Bay,,3/15/1997,1.2,10.2,6.5,0.2,0.52,13.2,,47.66,15:50,"Pease, Strader",,,8.7,1997 +Bay,,4/13/1997,1.2,9.8,6.9,0.28,0.74,17.1,,68.18,4:19,"Pease, Strader",,,20.1,1997 +Bay,,4/19/1997,1.3,10.8,6.7,0.2,0.49,11,,59.54,12:57,"Pease, Strader",,,15.3,1997 +Bay,,4/26/1997,1.1,10.1,6.8,0.25,0.55,15.5,,59.36,8:38,"Pease, Strader",,,15.2,1997 +Bay,,5/4/1997,1.1,9.73,6.5,0.3,0.88,18,,61.52,12:28,"Pease, Strader",,,16.4,1997 +Bay,,5/12/1997,1.5,9.5,7.3,0.3,0.67,21,,,0:00,"Pease, Strader",,,-17.77777778,1997 +Bay,,5/16/1997,1.3,10.2,6.6,0.35,0.7,20.5,,68.36,8:38,"Pease, Strader",,,20.2,1997 +Bay,,5/24/1997,1.6,9.9,7.5,0.38,0.5,23,,72.14,3:21,"Pease, Strader",,,22.3,1997 +Bay,,5/30/1997,1.6,9.5,8,,0.2,23,,,0:00,"Pease, Strader",,,-17.77777778,1997 +Bay,,6/8/1997,1,10.5,6.3,0.1,0.15,18,,61.7,16:48,"Pease, Strader",,,16.5,1997 +Bay,,6/21/1997,1.5,7.5,6.5,0.4,0.7,26.5,,84.02,0:28,"Pease, Strader",,,28.9,1997 +Bay,,6/27/1997,1.5,8.5,8,0.5,0.62,29,,78.4,9:36,"Pease, Strader",,,25.77777778,1997 +Bay,,7/6/1997,1.5,7.6,6.8,0.48,0.68,27,,76.46,11:02,"Pease, Strader",,,24.7,1997 +Bay,,7/12/1997,1.5,8.55,6.4,0.4,0.4,27,,80.06,1:26,"Pease, Strader",,,26.7,1997 +Bay,,7/20/1997,1.6,8.7,7.4,0.39,0.58,27.5,,83.48,11:31,"Pease, Strader",,,28.6,1997 +Bay,,7/27/1997,1.5,9.7,7.8,0.38,0.69,27,,86.72,17:16,"Pease, Strader",,,30.4,1997 +Bay,,7/29/1997,1.5,8.1,8,0.4,0.65,28,,82,0:00,"Pease, Strader",,,27.77777778,1997 +Bay,,8/9/1997,1.7,9.8,8.6,0.38,0.5,27.5,,78.62,14:52,"Pease, Strader",,,25.9,1997 +Bay,,8/15/1997,1.7,7.7,8.2,0.45,0.63,8.4,,82.6,14:24,"Pease, Strader",,,28.11111111,1997 +Bay,,8/22/1997,1.7,9,8.2,0.38,0.67,25.5,,77.7,16:48,"Pease, Strader",,,25.38888889,1997 +Bay,,8/30/1997,1.8,9.6,8.1,0.32,0.45,26,,78.98,23:31,"Pease, Strader",,,26.1,1997 +Bay,,9/14/1997,1.9,9.6,7.9,0.21,0.61,24,,78.62,14:52,"Pease, Strader",,,25.9,1997 +Bay,,10/5/1997,1.9,10.25,8.2,0.28,0.65,21.6,,74.12,2:52,"Pease, Strader",,,23.4,1997 +Bay,,10/26/1997,,9.6,7.5,0.35,0.61,,,62.6,14:24,"Pease, Strader",,,17,1997 +Bay,,11/9/1997,1.8,10.6,6.5,0.35,0.65,12,,51.62,14:52,"Pease, Strader",,,10.9,1997 +Bay,,12/6/1997,1.5,14.3,6.9,0.3,0.45,6,,40.1,2:24,"Pease, Strader",,,4.5,1997 +Bay,,1/4/1998,1.5,12.3,6.4,0.25,0.5,8.9,,57.2,4:48,Strader,,,14,1998 +Bay,,1/25/1998,1.2,12.5,6.5,0.3,0.6,8.1,,45.86,20:38,Strader,,,7.7,1998 +Bay,,2/22/1998,1.1,10.7,6.3,0.25,0.75,10.5,,,12:00,Strader,,,-17.77777778,1998 +Bay,,3/22/1998,1,11.1,6.4,0.25,0.71,11,,48.74,17:45,Strader,,,9.3,1998 +Bay,,4/19/1998,1,10.8,6.9,0.3,0.78,17,,,0:00,Strader,,,-17.77777778,1998 +Bay,,5/2/1998,1,10.9,8.2,0.35,0.78,21.5,,72.5,12:00,Strader,,,22.5,1998 +Bay,,5/17/1998,1.1,9.3,6.8,0.25,0.48,23.5,,80.78,18:43,Strader,,,27.1,1998 +Bay,,6/7/1998,1.1,10,7.2,0.4,0.5,22.9,,,21:36,Strader,,,-17.77777778,1998 +Bay,,6/14/1998,0.9,9.7,6.8,0.4,0.65,26,,79.88,21:07,Strader,,,26.6,1998 +Bay,,7/5/1998,1,8.4,6.9,0.32,0.65,26,,82.04,0:57,Strader,,,27.8,1998 +Bay,,7/25/1998,0.9,8.6,7.3,0.4,0.65,29,,81.32,7:40,Strader,,,27.4,1998 +Bay,,8/23/1998,1,11,8.8,0.3,0.62,28,,85.1,2:24,Strader,,,29.5,1998 +Bay,,9/12/1998,0.9,10.8,8.5,0.28,0.66,25,,87.1,2:24,Strader,,,30.61111111,1998 +Bay,,11/2/1998,1.1,10,6.9,0.3,0.35,14,,58.28,6:43,Strader,,,14.6,1998 +Bay,,11/21/1998,1,10.9,7.3,0.3,0.48,15,,57.56,13:26,Strader,,,14.2,1998 +A,,8/11/1999,3,2.6,7.7,0.6,0.6,26,,80.96,23:02,Not Recorded,,,27.2,1999 +A,,8/18/1999,3,1.6,8.7,,,31,,91.4,9:36,Not Recorded,,,33,1999 +A,,9/8/1999,1.8,1.35,8.2,0.4,1,28,,76.6,14:24,Not Recorded,,,24.77777778,1999 +A,,10/15/1999,0.1,5.65,7.3,0.6,0.8,20,,,0:00,Not Recorded,,,-17.77777778,1999 +A,,11/10/1999,0,6.7,7.6,0.65,0.95,18,,,0:00,Not Recorded,,,-17.77777778,1999 +A,,12/16/1999,,4.7,8.2,0.6,0.8,,,52,0:00,Not Recorded,,,11.11111111,1999 +A,,12/30/1999,1,7.8,6.9,0.65,0.85,8,,42.8,19:12,Not Recorded,,,6,1999 +B,,8/11/1999,2.5,3.1,8.1,0.25,0.25,27,,80.96,23:02,Not Recorded,,,27.2,1999 +B,,8/18/1999,3,2.2,8.9,,,30,,87.8,19:12,Not Recorded,,,31,1999 +B,,9/8/1999,0.9,3.6,8.2,0.3,0.3,32,,,0:00,Not Recorded,,,-17.77777778,1999 +B,,10/15/1999,1,4.7,7,0.3,0.3,17,,,0:00,Not Recorded,,,-17.77777778,1999 +B,,10/27/1999,,,7.7,0.25,0.25,,,72,0:00,Not Recorded,,,22.22222222,1999 +B,,11/10/1999,1,6.3,7.4,0.4,0.4,16,,,0:00,Not Recorded,,,-17.77777778,1999 +B,,12/16/1999,,3.25,7.9,0.21,0.21,,,51,0:00,Not Recorded,,,10.55555556,1999 +B,,12/30/1999,0.2,6.1,6.9,0.25,0.25,7,,41,0:00,Not Recorded,,,5,1999 +C,,8/11/1999,3,1.9,8.5,0.5,0.5,27,,84.2,4:48,Not Recorded,,,29,1999 +C,,8/18/1999,0.1,1.9,8.8,,,27,,82.4,9:36,Not Recorded,,,28,1999 +C,,9/8/1999,1,2.4,8,5.8,5.8,34,,,0:00,Not Recorded,,,-17.77777778,1999 +C,,9/22/1999,1,3.7,7.8,0.8,0.8,18,,60,0:00,Not Recorded,,,15.55555556,1999 +C,,10/15/1999,0.1,5.5,6.6,0.55,0.55,19,,,0:00,Not Recorded,,,-17.77777778,1999 +C,,10/27/1999,0,3.7,7.7,0.55,0.55,43,,72,0:00,Not Recorded,,,22.22222222,1999 +C,,11/10/1999,0.2,10,7.8,0.6,0.6,17,,,0:00,Not Recorded,,,-17.77777778,1999 +C,,12/16/1999,,4.3,7.9,0.7,0.7,,,50,0:00,Not Recorded,,,10,1999 +C,,12/30/1999,0.1,7.3,6.9,0.7,0.7,5,,41,0:00,Not Recorded,,,5,1999 +D,,8/11/1999,0.2,2.5,8.6,0.63,1.25,27,,85.46,11:02,Not Recorded,,,29.7,1999 +D,,8/18/1999,3,2.8,8,,,28,,87.8,N/A,Not Recorded,,,31,1999 +D,,9/8/1999,0,1.5,7.4,1.75,1.85,34.5,,,12:00,Not Recorded,,,-17.77777778,1999 +D,,9/22/1999,0,1.9,7.6,0.5,1.65,18,,,0:00,Not Recorded,,,-17.77777778,1999 +D,,10/15/1999,0,3.25,7.3,0.55,1.55,17,,,0:00,Not Recorded,,,-17.77777778,1999 +D,,10/27/1999,0.4,3.4,7.4,0.95,1.35,42.5,,72,0:00,Not Recorded,,,22.22222222,1999 +D,,11/10/1999,0,6.5,8,1.05,1.5,15,,60,0:00,Not Recorded,,,15.55555556,1999 +D,,11/30/1999,0,6.45,8.8,1.15,1.35,,,37.2,4:48,Not Recorded,,,2.888888889,1999 +D,,12/16/1999,0,7.8,8.9,0.8,1.4,11,,49,0:00,Not Recorded,,,9.444444444,1999 +D,,12/30/1999,0,8.25,8,1.1,1.4,5,,41,0:00,Not Recorded,,,5,1999 +Bay,,1/9/1999,1.2,11.2,7.2,0.28,0.5,9,,58.82,19:40,"Strader, S. Poe",,,14.9,1999 +Bay,,1/23/1999,1.1,11.2,6.7,0.28,0.6,15,,,0:00,"Strader, S. Poe",,,-17.77777778,1999 +Bay,,8/5/1999,1.8,1.8,9.5,0.35,0.35,27,,,0:00,"Strader, S. Poe",,,-17.77777778,1999 +Bay,,8/11/1999,3,7,9.2,0.4,0.65,28,,86.54,12:57,"Strader, S. Poe",,,30.3,1999 +Bay,,8/18/1999,3,3,9.1,,,29,,87.8,19:12,"Strader, S. Poe",,,31,1999 +Bay,,9/8/1999,2.2,1.9,8.5,0.9,0.95,28,,76.6,14:24,"Strader, S. Poe",,,24.77777778,1999 +Bay,,10/15/1999,2,4.8,5.7,0.42,0.5,16,,65,0:00,"Strader, S. Poe",,,18.33333333,1999 +Bay,,10/27/1999,0.3,4.3,8.6,0.5,0.5,24.5,,,N/A,"Strader, S. Poe",,,-17.77777778,1999 +Bay,,11/10/1999,1,7.5,8.1,5.5,5.5,14,,60,0:00,"Strader, S. Poe",,,15.55555556,1999 +Bay,,12/16/1999,1,8.7,9.1,0.5,0.85,11,,48,0:00,"Strader, S. Poe",,,8.888888889,1999 +Bay,,12/30/1999,0.1,6.1,7,0.25,0.45,5,,41,0:00,"Strader, S. Poe",,,5,1999 +A,,2/17/2000,0.08,,8,0.95,1.05,9,,43,0:00,Not Recorded,,,6.111111111,2000 +A,,2/29/2000,1.5,5,8.1,0.9,1.1,15,,58,0:00,Not Recorded,,,14.44444444,2000 +A,,3/13/2000,1,,7.5,0.85,0.88,14,,48,0:00,Not Recorded,,,8.888888889,2000 +A,,4/3/2000,1,,7,0.55,1.05,19,,,0:00,Not Recorded,,,-17.77777778,2000 +A,,5/1/2000,0.5,3.6,7.1,0.9,1,23,,75,0:00,Not Recorded,,,23.88888889,2000 +A,,5/15/2000,1,6.4,8.2,0.85,0.9,27,,71,0:00,Not Recorded,,,21.66666667,2000 +A,,5/30/2000,0.5,,7.8,0.65,0.65,15,,58,0:00,Not Recorded,,,14.44444444,2000 +A,,6/13/2000,1,,8,0.45,0.55,27,,72,0:00,Not Recorded,,,22.22222222,2000 +A,,6/26/2000,1,5.5,8,0.55,0.55,30.5,,84.2,,Not Recorded,,,29,2000 +A,,7/11/2000,0.8,,8.1,0.37,0.8,31,,80.6,14:24,Not Recorded,,,27,2000 +A,,7/24/2000,0.05,6.1,8,0.55,0.55,25,,78,0:00,Not Recorded,,,25.55555556,2000 +A,,8/10/2000,0,,6.4,0.65,0.65,29,,83,0:00,Not Recorded,,,28.33333333,2000 +A,,8/22/2000,0,5.2,7.5,0.65,0.65,25,,72,0:00,Not Recorded,,,22.22222222,2000 +A,,9/6/2000,0,,8,0.9,0.9,21,,72,0:00,Not Recorded,,,22.22222222,2000 +A,,9/18/2000,0,5.8,,0.4,0.75,22,,70,0:00,Not Recorded,,,21.11111111,2000 +A,,10/4/2000,1.1,8.7,8.3,0.55,0.7,35,,84,0:00,Not Recorded,,,28.88888889,2000 +A,,10/26/2000,1,,8.7,0.63,0.63,21,,67,0:00,Not Recorded,,,19.44444444,2000 +A,,11/1/2000,0,9.75,8.2,0.65,0.65,16,,58,0:00,Not Recorded,,,14.44444444,2000 +A,,11/14/2000,1,,7.5,0.5,0.75,13,,55,0:00,Not Recorded,,,12.77777778,2000 +A,,12/11/2000,1,,8,0.75,0.75,7.5,,45,0:00,Not Recorded,,,7.222222222,2000 +A,,12/18/2000,1,9.9,8.2,0.7,0.7,9,,44,0:00,Not Recorded,,,6.666666667,2000 +B,,2/2/2000,1,6.4,7.1,0.35,0.35,5,,46,0:00,Not Recorded,,,7.777777778,2000 +B,,2/17/2000,1.2,,7.8,0.4,0.4,10,,43,0:00,Not Recorded,,,6.111111111,2000 +B,,2/29/2000,1.2,,7.8,0.37,0.37,14,,58,0:00,Not Recorded,,,14.44444444,2000 +B,,3/13/2000,1.5,10,7.8,0.3,0.3,12.5,,48,0:00,Not Recorded,,,8.888888889,2000 +B,,4/3/2000,1.5,,7,0.35,0.35,21,,,0:00,Not Recorded,,,-17.77777778,2000 +B,,5/1/2000,1,3.5,7.5,0.15,0.15,25.5,,75,0:00,Not Recorded,,,23.88888889,2000 +B,,5/15/2000,1.5,7.6,9.7,4,4.5,30,,71,0:00,Not Recorded,,,21.66666667,2000 +B,,5/30/2000,1,,8,0.2,0.2,15,,58,0:00,Not Recorded,,,14.44444444,2000 +B,,6/13/2000,1,,8.6,0.15,0.4,27,,72,0:00,Not Recorded,,,22.22222222,2000 +B,,6/26/2000,1,8.3,8.8,0.05,0.1,30,,82.4,9:36,Not Recorded,,,28,2000 +B,,7/11/2000,1,,7.6,0.15,0.15,31,,87.8,19:12,Not Recorded,,,31,2000 +B,,7/24/2000,1,1.8,7.5,0,0.15,24,,78,0:00,Not Recorded,,,25.55555556,2000 +B,,8/10/2000,1,,6.3,0.23,0.23,29,,83,0:00,Not Recorded,,,28.33333333,2000 +B,,8/22/2000,0,2.4,7.8,0.35,0.35,22,,71,0:00,Not Recorded,,,21.66666667,2000 +B,,9/6/2000,0,,7.9,0.45,0.45,21,,72,0:00,Not Recorded,,,22.22222222,2000 +B,,9/18/2000,0.8,7.6,7.9,0.1,0.1,20,,70,0:00,Not Recorded,,,21.11111111,2000 +B,,10/4/2000,1,8.5,8.5,0.1,0.1,30,,84,0:00,Not Recorded,,,28.88888889,2000 +B,,10/26/2000,2,,8.7,0.1,0.25,22,,67,0:00,Not Recorded,,,19.44444444,2000 +B,,11/1/2000,1,5.5,8.1,0.1,0.11,14,,58,0:00,Not Recorded,,,14.44444444,2000 +B,,11/14/2000,1.5,,7.8,0.35,0.35,14,,55,0:00,Not Recorded,,,12.77777778,2000 +B,,12/11/2000,1.5,,7.8,0.3,0.65,8,,45,0:00,Not Recorded,,,7.222222222,2000 +B,,12/18/2000,1.5,7.2,7.9,0.2,0.4,7.5,,43.4,9:36,Not Recorded,,,6.333333333,2000 +C,,2/2/2000,1,5.9,6.9,0.65,0.81,4,,45,0:00,Not Recorded,,,7.222222222,2000 +C,,2/17/2000,1,,7.6,0.85,0.85,9.9,,43,0:00,Not Recorded,,,6.111111111,2000 +C,,2/29/2000,0.9,,7.9,0.85,0.85,16,,60,0:00,Not Recorded,,,15.55555556,2000 +C,,3/13/2000,1,,8.6,0.7,0.83,14,,45,0:00,Not Recorded,,,7.222222222,2000 +C,,4/3/2000,1,,8.4,0.7,0.9,21,,,0:00,Not Recorded,,,-17.77777778,2000 +C,,5/1/2000,0.5,,7.8,0.6,0.6,,,75,0:00,Not Recorded,,,23.88888889,2000 +C,,5/15/2000,1,,9.3,0.4,0.45,27,,71,0:00,Not Recorded,,,21.66666667,2000 +C,,5/30/2000,0.5,7.9,8,0.5,0.5,15,,58,0:00,Not Recorded,,,14.44444444,2000 +C,,6/13/2000,1,8.2,9.5,0.4,0.4,28,,73,0:00,Not Recorded,,,22.77777778,2000 +C,,6/26/2000,1,,8.8,0.5,0.5,29,,82.4,9:36,Not Recorded,,,28,2000 +C,,7/11/2000,0.01,5.7,8.2,0.5,0.5,32,,80.6,14:24,Not Recorded,,,27,2000 +C,,7/24/2000,0.5,,8,0.45,0.45,25,,78,0:00,Not Recorded,,,25.55555556,2000 +C,,8/10/2000,0,6.3,6.7,0.6,0.6,29,,83,0:00,Not Recorded,,,28.33333333,2000 +C,,8/22/2000,0,,8.3,0.5,0.5,24,,71,0:00,Not Recorded,,,21.66666667,2000 +C,,9/6/2000,0,6.3,8.1,0.55,0.55,21,,72,0:00,Not Recorded,,,22.22222222,2000 +C,,9/18/2000,0,,8.1,0.35,0.35,21,,68,0:00,Not Recorded,,,20,2000 +C,,10/4/2000,1.5,,8.1,0.35,0.35,26,,83,0:00,Not Recorded,,,28.33333333,2000 +C,,10/26/2000,0.5,6.2,8.4,0.25,0.25,21.5,,67,0:00,Not Recorded,,,19.44444444,2000 +C,,11/1/2000,1,,8.3,0.4,0.4,15,,58,0:00,Not Recorded,,,14.44444444,2000 +C,,11/14/2000,1,6,7.4,0.3,0.3,13,,55,0:00,Not Recorded,,,12.77777778,2000 +C,,12/11/2000,1,6.5,8.1,0.1,0.1,7.5,,45,0:00,Not Recorded,,,7.222222222,2000 +C,,12/18/2000,1,,7.9,0.35,0.35,11,,43.4,9:36,Not Recorded,,,6.333333333,2000 +D,,2/2/2000,0,7.1,7.2,1.4,1.4,4,,45,0:00,Not Recorded,,,7.222222222,2000 +D,,2/17/2000,0,,8.5,1.45,1.45,9.5,,43,0:00,Not Recorded,,,6.111111111,2000 +D,,2/29/2000,0,6.9,7,0.9,0.95,14,,62,0:00,Not Recorded,,,16.66666667,2000 +D,,3/13/2000,0,,8.4,0.85,0.95,14,,45,0:00,Not Recorded,,,7.222222222,2000 +D,,4/3/2000,0,7.4,8.6,1.1,1.35,20,,,0:00,Not Recorded,,,-17.77777778,2000 +D,,5/1/2000,0,,7.6,1.1,1.6,19.5,,75,0:00,Not Recorded,,,23.88888889,2000 +D,,5/15/2000,0,,8.3,0.65,1.55,27,,71,0:00,Not Recorded,,,21.66666667,2000 +D,,5/30/2000,0,6.3,8.2,0.1,1.6,15,,50,0:00,Not Recorded,,,10,2000 +D,,6/13/2000,0,6.3,7.7,0.75,1.4,,,78.8,19:12,Not Recorded,,,26,2000 +D,,6/26/2000,0,,8.2,0.8,1.6,29,,80.6,14:24,Not Recorded,,,27,2000 +D,,7/11/2000,0,4.4,8.6,0.65,1.6,27,,78.8,19:12,Not Recorded,,,26,2000 +D,,7/24/2000,0,,8.1,0.7,0.85,25,,78,0:00,Not Recorded,,,25.55555556,2000 +D,,8/10/2000,0,4.1,5.6,0.65,1.6,28,,83,0:00,Not Recorded,,,28.33333333,2000 +D,,8/22/2000,0,,8.3,0.6,1.5,24,,71,0:00,Not Recorded,,,21.66666667,2000 +D,,9/6/2000,0,5,8.5,0.7,1.65,21,,71.6,14:24,Not Recorded,,,22,2000 +D,,9/18/2000,0,,8.6,0.6,1.52,20,,68,0:00,Not Recorded,,,20,2000 +D,,10/4/2000,1,,8.6,0.8,1.8,27,,83,0:00,Not Recorded,,,28.33333333,2000 +D,,10/26/2000,0,8.5,8.8,0.7,1.05,19.5,,66,0:00,Not Recorded,,,18.88888889,2000 +D,,11/1/2000,0,,8.8,1.2,1.4,14.5,,58,0:00,Not Recorded,,,14.44444444,2000 +D,,11/14/2000,0,6.2,9,0.7,1.4,13,,55,0:00,Not Recorded,,,12.77777778,2000 +D,,12/11/2000,0,10,9.3,1.1,1.3,7,,45,0:00,Not Recorded,,,7.222222222,2000 +D,,12/18/2000,0,,8.8,1.05,1.45,10,,43.2,4:48,Not Recorded,,,6.222222222,2000 +Bay,,2/2/2000,1.5,6.1,7.2,0.05,0.4,3,,43,0:00,S. Poe,,,6.111111111,2000 +Bay,,2/17/2000,1,,7.5,0.15,0.35,10,,43,0:00,S. Poe,,,6.111111111,2000 +Bay,,2/29/2000,1.2,9,7,0.25,0.35,,,17,0:00,S. Poe,,,-8.333333333,2000 +Bay,,3/13/2000,1.5,9.75,8.6,0.45,0.5,12,,45,0:00,S. Poe,,,7.222222222,2000 +Bay,,4/3/2000,1.5,7.6,9.1,0.3,0.7,18,,,0:00,S. Poe,,,-17.77777778,2000 +Bay,,5/1/2000,1,4.1,7.9,0.3,0.65,19.5,,75,0:00,S. Poe,,,23.88888889,2000 +Bay,,5/15/2000,1.2,8,8.7,0.4,0.45,23,,71,0:00,S. Poe,,,21.66666667,2000 +Bay,,5/30/2000,,,,,,,,57.9,N/A,S. Poe,,,14.38888889,2000 +Bay,,6/13/2000,1.5,7.3,8.4,0.4,0.64,26,,73.7,16:48,S. Poe,,,23.16666667,2000 +Bay,,6/26/2000,1.5,7,8.5,0.5,0.85,26,,83,0:00,S. Poe,,,28.33333333,2000 +Bay,,7/11/2000,1,5,8.6,0.4,0.8,27,,77,0:00,S. Poe,,,25,2000 +Bay,,7/24/2000,1,6.4,8.2,0.4,0.55,25,,78,0:00,S. Poe,,,25.55555556,2000 +Bay,,8/10/2000,1.5,6,8.1,0.6,0.68,28,,83,0:00,S. Poe,,,28.33333333,2000 +Bay,,8/22/2000,1,7.1,8.7,0.3,0.45,22,,71,0:00,S. Poe,,,21.66666667,2000 +Bay,,9/6/2000,1,5.2,8.6,0.2,0.45,20,,72,0:00,S. Poe,,,22.22222222,2000 +Bay,,9/18/2000,1,5.5,,0.35,0.55,20,,67,0:00,S. Poe,,,19.44444444,2000 +Bay,,10/4/2000,0.8,7.3,8.6,0.3,0.7,27,,83,0:00,S. Poe,,,28.33333333,2000 +Bay,,10/26/2000,1,5.3,8.8,0.26,0.35,19.5,,66,0:00,S. Poe,,,18.88888889,2000 +Bay,,11/1/2000,1,4.8,9.2,0.3,0.3,16,,57.7,16:48,S. Poe,,,14.27777778,2000 +Bay,,11/14/2000,1,7.8,9.9,0.4,0.6,13,,55,0:00,S. Poe,,,12.77777778,2000 +Bay,,12/11/2000,1,10,,0.3,0.5,7.5,,45,0:00,S. Poe,,,7.222222222,2000 +Bay,,12/18/2000,1,9.4,8.8,0.16,,9.5,,43.2,4:48,S. Poe,,,6.222222222,2000 +A,,1/8/2001,1,,7.9,0.8,0.8,5,,44,0:00,Not Recorded,,,6.666666667,2001 +A,,1/23/2001,1,5.7,8.4,0.7,0.7,5,,38.8,19:12,Not Recorded,,,3.777777778,2001 +A,,2/6/2001,1,,8,0.8,0.8,11,,52,0:00,Not Recorded,,,11.11111111,2001 +A,,2/20/2001,1,8.1,7.8,0.75,0.75,10,,62,0:00,Not Recorded,,,16.66666667,2001 +A,,3/15/2001,0.5,7.7,8,0.65,0.85,13.5,,52,0:00,Not Recorded,,,11.11111111,2001 +A,,3/26/2001,1,,7.4,0.85,0.85,10,,41,0:00,Not Recorded,,,5,2001 +A,,4/9/2001,1,6.8,,0.6,0.95,22,,72,0:00,Not Recorded,,,22.22222222,2001 +A,,4/24/2001,1,,8.4,0.8,0.8,21,,72,0:00,Not Recorded,,,22.22222222,2001 +A,,5/8/2001,1,2.5,9.1,0.2,0.65,22,,65,0:00,Not Recorded,,,18.33333333,2001 +A,,5/22/2001,3,,8.2,0.45,0.8,24,,74,0:00,Not Recorded,,,23.33333333,2001 +A,,6/5/2001,1,5.5,8.7,0.8,0.8,24,,71,0:00,Not Recorded,,,21.66666667,2001 +A,,6/18/2001,1,,8.6,0.75,0.75,28,,78,0:00,Not Recorded,,,25.55555556,2001 +A,,7/5/2001,3,4.2,8.3,0.4,0.65,27,,76,0:00,Not Recorded,,,24.44444444,2001 +A,,7/20/2001,1.5,4.9,9.2,0.5,0.5,26,,72,0:00,Not Recorded,,,22.22222222,2001 +A,,8/8/2001,3,4.5,8.5,0.35,1.1,30,,88,0:00,Not Recorded,,,31.11111111,2001 +A,,8/20/2001,3.3,,7.9,0.4,1.3,27.5,,80,0:00,Not Recorded,,,26.66666667,2001 +A,,9/5/2001,3,3,0.3,0.35,1.1,26,,76,0:00,Not Recorded,,,24.44444444,2001 +A,,9/18/2001,2,3.6,8.9,0.65,0.9,24,,77,0:00,Not Recorded,,,25,2001 +A,,10/2/2001,2,,7.8,0.5,1.1,21,,73,0:00,Not Recorded,,,22.77777778,2001 +A,,10/22/2001,3,3.8,8.4,0.6,0.85,19,,70,0:00,Not Recorded,,,21.11111111,2001 +A,,11/6/2001,3,4.9,8.2,0.6,0.8,14,,52.9,21:36,Not Recorded,,,11.61111111,2001 +A,,11/20/2001,4,6.3,,0.2,0.85,12,,52,0:00,Not Recorded,,,11.11111111,2001 +A,,12/4/2001,,6.3,8.1,0.5,1,18,,55,0:00,Not Recorded,,,12.77777778,2001 +B,,1/8/2001,2,,7.9,0.42,0.42,6,,44,0:00,Not Recorded,,,6.666666667,2001 +B,,1/23/2001,1,7.8,8,0.3,0.3,6,,38.8,19:12,Not Recorded,,,3.777777778,2001 +B,,2/6/2001,1.5,,7.8,0.25,0.25,10,,52,0:00,Not Recorded,,,11.11111111,2001 +B,,2/20/2001,1.5,9.3,7.7,0.4,0.4,12,,62,0:00,Not Recorded,,,16.66666667,2001 +B,,3/15/2001,,8.1,7.8,0.4,0.4,,,52,0:00,Not Recorded,,,11.11111111,2001 +B,,3/26/2001,1.5,,7.7,0.6,0.6,9,,41,0:00,Not Recorded,,,5,2001 +B,,4/9/2001,1.5,6.5,,0.3,0.3,27,,72,0:00,Not Recorded,,,22.22222222,2001 +B,,4/24/2001,2,,8,0.2,0.2,22,,72,0:00,Not Recorded,,,22.22222222,2001 +B,,5/8/2001,2,3,8.7,0.01,0.01,25,,65,0:00,Not Recorded,,,18.33333333,2001 +B,,5/22/2001,3,,8.3,0.1,0.1,26,,74,0:00,Not Recorded,,,23.33333333,2001 +B,,6/5/2001,2,4.1,8.5,0.1,0.1,24,,71,0:00,Not Recorded,,,21.66666667,2001 +B,,6/18/2001,2,,8.3,0.1,0.1,29,,78,0:00,Not Recorded,,,25.55555556,2001 +B,,7/5/2001,3,3.9,8.1,0.23,0.23,,,75,0:00,Not Recorded,,,23.88888889,2001 +B,,7/20/2001,,,,,,,,73,0:00,Not Recorded,,,22.77777778,2001 +B,,8/8/2001,3,2.3,8.3,0.2,0.2,30,,84,0:00,Not Recorded,,,28.88888889,2001 +B,,8/20/2001,3,,7.7,0.3,0.3,27,,80,0:00,Not Recorded,,,26.66666667,2001 +B,,9/5/2001,2.5,0,7.8,0.1,0.25,25,,76,0:00,Not Recorded,,,24.44444444,2001 +B,,9/18/2001,3,1.5,8.5,0.25,0.35,23,,78,0:00,Not Recorded,,,25.55555556,2001 +B,,10/2/2001,3,,7.7,0.3,0.3,23,,73,0:00,Not Recorded,,,22.77777778,2001 +B,,10/22/2001,3,2.6,8.2,0.2,0.2,20,,69,0:00,Not Recorded,,,20.55555556,2001 +B,,11/6/2001,3.5,4.2,8.3,0.2,0.2,13,,52.9,21:36,Not Recorded,,,11.61111111,2001 +B,,11/20/2001,3,5.3,,0.1,0.3,13,,52,0:00,Not Recorded,,,11.11111111,2001 +B,,12/4/2001,,5.9,8.2,0.15,0.2,16,,55,0:00,Not Recorded,,,12.77777778,2001 +C,,1/8/2001,1,5.9,8.3,0.55,0.55,5,,43,N/A,Not Recorded,,,6.111111111,2001 +C,,1/23/2001,1,,8.3,0.6,0.6,4,,38.8,19:12,Not Recorded,,,3.777777778,2001 +C,,2/6/2001,1,6,7.9,0.6,0.6,10,,52,0:00,Not Recorded,,,11.11111111,2001 +C,,2/20/2001,1,,7.7,0.55,0.55,12,,62,0:00,Not Recorded,,,16.66666667,2001 +C,,3/15/2001,1,,7.8,0.3,0.6,13,,52,0:00,Not Recorded,,,11.11111111,2001 +C,,3/26/2001,1,9.9,8.3,0.6,0.6,9,,41,0:00,Not Recorded,,,5,2001 +C,,4/9/2001,1,,,0.55,0.55,23,,70,0:00,Not Recorded,,,21.11111111,2001 +C,,4/24/2001,1,4.8,8.1,0.4,0.4,23,,73,0:00,Not Recorded,,,22.77777778,2001 +C,,5/8/2001,1,,8.5,0.4,0.4,19.5,,64,0:00,Not Recorded,,,17.77777778,2001 +C,,5/22/2001,3,2.5,7.6,0.32,0.32,24,,72,0:00,Not Recorded,,,22.22222222,2001 +C,,6/5/2001,2,,8.3,0.3,0.3,23,,71,0:00,Not Recorded,,,21.66666667,2001 +C,,6/18/2001,2,4,8.4,0.3,0.3,27,,77,0:00,Not Recorded,,,25,2001 +C,,7/5/2001,2.5,,7.9,0.25,0.25,26,,75,0:00,Not Recorded,,,23.88888889,2001 +C,,7/20/2001,,,,,,,,,0:02,Not Recorded,,,-17.77777778,2001 +C,,8/8/2001,3,,8.5,0.25,0.25,31,,82,0:00,Not Recorded,,,27.77777778,2001 +C,,8/20/2001,2.5,5.5,7.9,0.3,0.3,28,,80,0:00,Not Recorded,,,26.66666667,2001 +C,,9/5/2001,3,,7.9,0.2,0.2,25,,76,0:00,Not Recorded,,,24.44444444,2001 +C,,9/18/2001,2,,8.7,0.2,0.2,24,,78,0:00,Not Recorded,,,25.55555556,2001 +C,,10/2/2001,3,6.1,8.3,0.25,0.25,23,,73,0:00,Not Recorded,,,22.77777778,2001 +C,,10/22/2001,3,,8.2,0.25,0.25,20,,68,0:00,Not Recorded,,,20,2001 +C,,11/6/2001,3,,8.3,0.3,0.3,13,,52.9,21:36,Not Recorded,,,11.61111111,2001 +C,,11/20/2001,3,,,0.2,0.2,13,,52,0:00,Not Recorded,,,11.11111111,2001 +C,,12/4/2001,,,8.3,0.15,0.15,19,,54.7,16:48,Not Recorded,,,12.61111111,2001 +D,,1/8/2001,0,9.7,8.8,1,1.25,6,,43,0:00,Not Recorded,,,6.111111111,2001 +D,,1/23/2001,0,,9.2,1.1,1.35,5,,38.8,19:12,Not Recorded,,,3.777777778,2001 +D,,2/6/2001,0,8.4,8.7,1.1,1.4,10,,52,0:00,Not Recorded,,,11.11111111,2001 +D,,2/20/2001,0,,8.6,0.65,0.95,14,,62,0:00,Not Recorded,,,16.66666667,2001 +D,,3/15/2001,0,,8.7,0.6,1.4,13,,52,0:00,Not Recorded,,,11.11111111,2001 +D,,3/26/2001,0,9.6,9,0.7,1.5,10,,41,0:00,Not Recorded,,,5,2001 +D,,4/9/2001,0,,,0.65,1.1,22,,70,0:00,Not Recorded,,,21.11111111,2001 +D,,4/24/2001,0,4.1,9.3,0.8,1.4,19.5,,72,0:00,Not Recorded,,,22.22222222,2001 +D,,5/8/2001,0,,8.7,0.7,1.3,19.5,,64,0:00,Not Recorded,,,17.77777778,2001 +D,,5/22/2001,0,4.9,8.1,0.7,1.2,23,,71,0:00,Not Recorded,,,21.66666667,2001 +D,,6/5/2001,0,,9.1,0.6,1.25,23,,71,0:00,Not Recorded,,,21.66666667,2001 +D,,6/18/2001,0,5.5,8.7,0.5,0.9,26,,77,0:00,Not Recorded,,,25,2001 +D,,7/5/2001,0,,8.9,0.4,1.3,26.5,,75,0:00,Not Recorded,,,23.88888889,2001 +D,,7/20/2001,0,,9.3,0.05,1.1,24,,73,0:00,Not Recorded,,,22.77777778,2001 +D,,8/8/2001,0,,9.3,0.5,1.05,31,,82,0:00,Not Recorded,,,27.77777778,2001 +D,,8/20/2001,0,4.3,8.9,0.2,1.4,27,,80,0:00,Not Recorded,,,26.66666667,2001 +D,,9/5/2001,0,,8.5,0.6,1.2,25,,76,0:00,Not Recorded,,,24.44444444,2001 +D,,9/18/2001,0,,8.9,0.85,1,23,,78,0:00,Not Recorded,,,25.55555556,2001 +D,,10/2/2001,0,3.9,8.7,0.7,1.1,19,,73,0:00,Not Recorded,,,22.77777778,2001 +D,,10/22/2001,0,,8.8,0.8,1.25,21,,,0:00,Not Recorded,,,-17.77777778,2001 +D,,11/6/2001,0,,9.1,1,1,11.5,,52.9,21:36,Not Recorded,,,11.61111111,2001 +D,,11/20/2001,0,,,0.9,0.95,14,,52,0:00,Not Recorded,,,11.11111111,2001 +D,,12/4/2001,,,9.1,0.9,1,18,,54.7,16:48,Not Recorded,,,12.61111111,2001 +Bay,,1/8/2001,1,8.1,9.2,0.36,0.36,7,,43,0:00,S. Poe,,,6.111111111,2001 +Bay,,1/23/2001,1,9,9.3,0.1,0.1,8,,38.3,7:12,S. Poe,,,3.5,2001 +Bay,,2/6/2001,1,8.5,8.8,0.23,0.33,11,,51,0:00,S. Poe,,,10.55555556,2001 +Bay,,2/20/2001,1,9.2,9.1,0.2,0.35,11,,61.5,12:00,S. Poe,,,16.38888889,2001 +Bay,,3/15/2001,1.2,9.25,9.2,0.35,0.6,14,,51.8,19:12,S. Poe,,,11,2001 +Bay,,3/26/2001,1,9.9,9.4,0.25,0.45,10,,41.7,16:48,S. Poe,,,5.388888889,2001 +Bay,,4/9/2001,1,8.25,,0.3,0.65,21,,69,,S. Poe,,,20.55555556,2001 +Bay,,4/24/2001,2,6.4,9.3,0.3,0.8,20,,71,0:00,S. Poe,,,21.66666667,2001 +Bay,,5/8/2001,2,5,8.6,0.15,0.15,21,,64,0:00,S. Poe,,,17.77777778,2001 +Bay,,5/22/2001,1,7.8,8.8,0.4,0.8,20,,70,0:00,S. Poe,,,21.11111111,2001 +Bay,,6/5/2001,2,4.35,9.2,0.4,0.4,23,,70.9,21:36,S. Poe,,,21.61111111,2001 +Bay,,6/18/2001,2,5.1,8.6,0.4,0.4,25,,77,0:00,S. Poe,,,25,2001 +Bay,,7/5/2001,3.5,5.4,8.7,0.25,0.75,26,,75,0:00,S. Poe,,,23.88888889,2001 +Bay,,7/20/2001,3,7.2,9.8,0.3,0.3,23,,72,0:00,S. Poe,,,22.22222222,2001 +Bay,,8/8/2001,3,4.1,9.1,0.4,0.7,30,,80,0:00,S. Poe,,,26.66666667,2001 +Bay,,8/20/2001,3,4.9,8.7,0.3,0.85,26,,79.3,7:12,S. Poe,,,26.27777778,2001 +Bay,,9/5/2001,3,4,8.5,0.35,0.55,25,,76,0:00,S. Poe,,,24.44444444,2001 +Bay,,9/18/2001,3.5,4.6,7.7,0.15,0.15,23,,78,0:00,S. Poe,,,25.55555556,2001 +Bay,,10/2/2001,3,4.2,,0.15,0.15,22,,72.9,21:36,S. Poe,,,22.72222222,2001 +Bay,,10/22/2001,3,4.6,8.6,0.6,0.6,19,,67.3,7:12,S. Poe,,,19.61111111,2001 +Bay,,11/6/2001,3,5.5,9.5,0.25,0.25,13,,52.9,21:36,S. Poe,,,11.61111111,2001 +Bay,,11/20/2001,3.5,3.8,,0.3,0.35,15,,52,0:00,S. Poe,,,11.11111111,2001 +Bay,,12/4/2001,,,8.4,0.3,0.35,16,,54.3,7:12,S. Poe,,,12.38888889,2001 +A,,1/10/2002,3,,7.7,1,1,7,,55,0:00,Not Recorded,,,12.77777778,2002 +A,,1/22/2002,3,2.7,7.8,0.8,1.3,9,,51,0:00,Not Recorded,,,10.55555556,2002 +A,,2/11/2002,2,,8.4,0.85,1.35,10,,,,Not Recorded,,,-17.77777778,2002 +A,,2/26/2002,2,7.6,8.2,1.15,1.15,12,,59,0:00,Not Recorded,,,15,2002 +A,,3/28/2002,1,,,0.7,1,13,,45,0:00,Not Recorded,,,7.222222222,2002 +A,,4/17/2002,2,,7.5,0.55,1,28,,83,0:00,Not Recorded,,,28.33333333,2002 +A,,4/30/2002,1,2.3,7.5,0.4,1.1,22,,60,0:00,Not Recorded,,,15.55555556,2002 +A,,5/16/2002,,,7.5,0.3,0.9,,,68,0:00,Not Recorded,,,20,2002 +A,,5/28/2002,1,,7,0.5,0.9,26,,72,0:00,Not Recorded,,,22.22222222,2002 +A,,6/11/2002,2,4.2,7,0.7,0.7,26,,72,0:00,Not Recorded,,,22.22222222,2002 +A,,6/24/2002,,,7,0.9,0.9,,,83,0:00,Not Recorded,,,28.33333333,2002 +A,,7/8/2002,2,,7,0.65,0.7,,,74,0:00,Not Recorded,,,23.33333333,2002 +A,,7/23/2002,3,,7.5,0.3,0.3,,,84,0:00,Not Recorded,,,28.88888889,2002 +A,,8/1/2002,2,,7,0.5,0.7,,,87,0:00,Not Recorded,,,30.55555556,2002 +A,,8/22/2002,5,,7,0.5,0.6,,,82,0:00,Not Recorded,,,27.77777778,2002 +A,,9/5/2002,0,4.5,7,0.6,0.8,26,,81,0:00,Not Recorded,,,27.22222222,2002 +A,,9/20/2002,2,,7,0.6,0.8,,,82,0:00,Not Recorded,,,27.77777778,2002 +A,,10/18/2002,0,,6.5,0.55,0.85,,,60,0:00,Not Recorded,,,15.55555556,2002 +A,,10/31/2002,1,6.4,,1.5,1.5,10.5,,48,0:00,Not Recorded,,,8.888888889,2002 +A,,11/15/2002,0,,6.5,,2.4,13,,57,N/A,Not Recorded,,,13.88888889,2002 +A,,12/6/2002,2,7.7,7,0.5,1,5,,38,0:00,Not Recorded,,,3.333333333,2002 +A,,12/16/2002,0,,7,0.8,0.8,7.5,,,N/A,Not Recorded,,,-17.77777778,2002 +B,,1/10/2002,3.4,,7.5,0.3,0.3,10,,55,0:00,Not Recorded,,,12.77777778,2002 +B,,1/22/2002,2.5,7.2,7.9,0.45,0.45,8,,50,0:00,Not Recorded,,,10,2002 +B,,2/11/2002,2,,8.2,0.45,0.45,12,,,0:00,Not Recorded,,,-17.77777778,2002 +B,,2/26/2002,3,7.8,8.2,0.45,0.45,12,,58,0:00,Not Recorded,,,14.44444444,2002 +B,,3/28/2002,2,,,0.55,0.55,12,,45,0:00,Not Recorded,,,7.222222222,2002 +B,,4/17/2002,2,4.2,8,0.1,0.2,27,,83,0:00,Not Recorded,,,28.33333333,2002 +B,,4/30/2002,2,3.4,8.5,0.5,0.5,18,,60,0:00,Not Recorded,,,15.55555556,2002 +B,,5/16/2002,,,9,0.1,0.1,,,68,0:00,Not Recorded,,,20,2002 +B,,5/28/2002,3,,8.5,0.2,0.2,24,,72,0:00,Not Recorded,,,22.22222222,2002 +B,,6/11/2002,3,3.3,7,0.1,0.1,25,,71,0:00,Not Recorded,,,21.66666667,2002 +B,,6/24/2002,1,,7,0.1,0.35,,,83,0:00,Not Recorded,,,28.33333333,2002 +B,,7/8/2002,3,3.2,,0.3,0.35,,,73,0:00,Not Recorded,,,22.77777778,2002 +B,,7/23/2002,4,,7,0.2,0.2,,,75.2,4:48,Not Recorded,,,24,2002 +B,,8/1/2002,3,,7,0.25,0.25,,,87,0:00,Not Recorded,,,30.55555556,2002 +B,,8/22/2002,4,,9,0.1,0.1,,,82,0:00,Not Recorded,,,27.77777778,2002 +B,,9/5/2002,0,3.5,7.5,0.28,0.3,27,,81,0:00,Not Recorded,,,27.22222222,2002 +B,,9/20/2002,2,,8,0.1,0.1,,,82,0:00,Not Recorded,,,27.77777778,2002 +B,,10/18/2002,1,,6.5,0.3,0.3,,,60,0:00,Not Recorded,,,15.55555556,2002 +B,,11/15/2002,0,,7.5,,2.6,14,,56,0:00,Not Recorded,,,13.33333333,2002 +B,,12/16/2002,0,,7,,,7.5,,,N/A,Not Recorded,,,-17.77777778,2002 +C,,1/10/2002,3,6.8,7,0.4,0.4,9.5,,54,0:00,Not Recorded,,,12.22222222,2002 +C,,1/22/2002,2.5,,7.9,0.45,0.45,8,,50,0:00,Not Recorded,,,10,2002 +C,,2/11/2002,2,8.4,8.2,0.6,0.6,12,,,0:00,Not Recorded,,,-17.77777778,2002 +C,,2/26/2002,2,,8.1,0.5,0.5,11,,57,0:00,Not Recorded,,,13.88888889,2002 +C,,3/28/2002,2.5,7.7,,0.6,0.6,11.5,,45,0:00,Not Recorded,,,7.222222222,2002 +C,,4/17/2002,1,,8,0.5,0.5,26,,82,N/A,Not Recorded,,,27.77777778,2002 +C,,4/30/2002,1,,8,0.3,0.3,22,,59,N/A,Not Recorded,,,15,2002 +C,,5/16/2002,,5.7,8.5,0.25,0.25,,,65,0:00,Not Recorded,,,18.33333333,2002 +C,,5/28/2002,3.5,4.6,8,0.2,0.2,25,,70,0:00,Not Recorded,,,21.11111111,2002 +C,,6/11/2002,2.9,,8,2.5,2.5,25,,71,0:00,Not Recorded,,,21.66666667,2002 +C,,6/24/2002,3,3.8,8.5,0.2,0.2,28,,83,0:00,Not Recorded,,,28.33333333,2002 +C,,7/8/2002,0,,9,0.35,0.35,,,73,N/A,Not Recorded,,,22.77777778,2002 +C,,7/23/2002,4,3.3,7,0.2,0.2,,,84,0:00,Not Recorded,,,28.88888889,2002 +C,,8/1/2002,3,,7,0.25,0.25,,,87,0:00,Not Recorded,,,30.55555556,2002 +C,,8/22/2002,4,4.7,7,0.1,0.1,,,82,0:00,Not Recorded,,,27.77777778,2002 +C,,9/5/2002,0,,8.5,0.35,0.35,28,,81,0:00,Not Recorded,,,27.22222222,2002 +C,,9/20/2002,0,3.5,8,0.2,0.2,,,82,0:00,Not Recorded,,,27.77777778,2002 +C,,10/18/2002,1,6.7,7,0.6,0.6,,,60,0:00,Not Recorded,,,15.55555556,2002 +C,,10/31/2002,1,,7,,,10.3,,49,0:00,Not Recorded,,,9.444444444,2002 +C,,11/15/2002,0,5.8,7,,,18,,56,0:00,Not Recorded,,,13.33333333,2002 +C,,12/6/2002,2,,7,0.5,0.5,5,,38,0:00,Not Recorded,,,3.333333333,2002 +C,,12/16/2002,0,5.6,7,0.7,0.7,7.5,,,12:00,Not Recorded,,,-17.77777778,2002 +D,,1/10/2002,0,10,6.8,1.4,1.4,9,,52,0:00,Not Recorded,,,11.11111111,2002 +D,,1/22/2002,0,,8.9,1.3,1.4,9,,50,0:00,Not Recorded,,,10,2002 +D,,2/11/2002,0,8.3,9.6,1.3,1.45,11,,,0:00,Not Recorded,,,-17.77777778,2002 +D,,2/26/2002,0,,9.2,1.25,1.35,11,,57,0:00,Not Recorded,,,13.88888889,2002 +D,,3/28/2002,0,7.8,,0.8,1.5,12,,45,0:00,Not Recorded,,,7.222222222,2002 +D,,4/17/2002,0,,6,0.1,0.4,25,,82,0:00,Not Recorded,,,27.77777778,2002 +D,,4/30/2002,0,,6,0.6,1.4,21,,60,0:00,Not Recorded,,,15.55555556,2002 +D,,5/16/2002,0,3.9,,0.9,1.5,18,,64,0:00,Not Recorded,,,17.77777778,2002 +D,,5/28/2002,0,6.1,6.5,0.3,1.3,24,,70,0:00,Not Recorded,,,21.11111111,2002 +D,,6/11/2002,0,,6.5,0.2,1.4,25,,71,0:00,Not Recorded,,,21.66666667,2002 +D,,6/24/2002,,4,6.5,0.15,1.35,,,82,0:00,Not Recorded,,,27.77777778,2002 +D,,7/8/2002,0,,6.5,0.55,0.7,,,74,0:00,Not Recorded,,,23.33333333,2002 +D,,7/23/2002,0,5,7,0.85,1.2,,,83,0:00,Not Recorded,,,28.33333333,2002 +D,,8/1/2002,2,,7.5,0.6,1.3,,,85,0:00,Not Recorded,,,29.44444444,2002 +D,,8/22/2002,0,1.2,,0.3,0.95,,,80,0:00,Not Recorded,,,26.66666667,2002 +D,,9/5/2002,0,,7,0.75,1.75,26.5,,81,0:00,Not Recorded,,,27.22222222,2002 +D,,9/20/2002,0,4.2,7,0.7,1.2,26,,81,0:00,Not Recorded,,,27.22222222,2002 +D,,10/18/2002,0,5.3,6.5,0.65,1.5,,,58,0:00,Not Recorded,,,14.44444444,2002 +D,,10/31/2002,0,,6.5,,,10.3,,49,0:00,Not Recorded,,,9.444444444,2002 +D,,11/15/2002,0,6.1,6.5,,,14,,54,0:00,Not Recorded,,,12.22222222,2002 +D,,12/6/2002,1,,6.5,0.75,1.4,48,,38,0:00,Not Recorded,,,3.333333333,2002 +D,,12/16/2002,0,5.2,6,1.1,1.35,6.5,,,12:00,Not Recorded,,,-17.77777778,2002 +Bay,,1/10/2002,3,7.5,6.9,0.2,0.55,,,51.2,4:48,S. Poe,,,10.66666667,2002 +Bay,,1/22/2002,3,9,9,0.3,0.35,59,,49.9,21:36,S. Poe,,,9.944444444,2002 +Bay,,2/11/2002,3,5.7,9.9,0.1,0.3,12,,,,S. Poe,,,-17.77777778,2002 +Bay,,2/26/2002,3,7.6,9.2,0.3,0.35,11,,57,0:00,S. Poe,,,13.88888889,2002 +Bay,,3/28/2002,3,8.3,,0.25,0.35,12,,45,0:00,S. Poe,,,7.222222222,2002 +Bay,,4/17/2002,3,4.4,7.5,0.3,0.7,25,,80,0:00,S. Poe,,,26.66666667,2002 +Bay,,4/30/2002,3,7.3,7.5,0.4,0.65,18.5,,58,0:00,S. Poe,,,14.44444444,2002 +Bay,,5/16/2002,2.5,8.3,7.5,0.2,0.7,20,,62,0:00,S. Poe,,,16.66666667,2002 +Bay,,5/28/2002,3,4.5,7.5,0.3,0.55,24,,70,0:00,S. Poe,,,21.11111111,2002 +Bay,,6/11/2002,3,5.9,8.5,0.3,0.65,23.5,,70,0:00,S. Poe,,,21.11111111,2002 +Bay,,6/24/2002,4,5.1,7.5,0.4,0.75,27,,82,0:00,S. Poe,,,27.77777778,2002 +Bay,,7/8/2002,4,3.5,8,0.4,0.4,,,73,0:00,S. Poe,,,22.77777778,2002 +Bay,,7/23/2002,4,4.2,7.5,0.4,0.6,,,83,0:00,S. Poe,,,28.33333333,2002 +Bay,,8/1/2002,4,4.2,7.5,0.6,0.6,,,85,0:00,S. Poe,,,29.44444444,2002 +Bay,,8/22/2002,4,4,7.5,0.4,0.4,,,80,0:00,S. Poe,,,26.66666667,2002 +Bay,,9/5/2002,3,6.5,7.5,0.5,0.7,27,,80,0:00,S. Poe,,,26.66666667,2002 +Bay,,9/20/2002,4,4.5,7,0.4,0.5,,,81,0:00,S. Poe,,,27.22222222,2002 +Bay,,10/18/2002,3,5,7,0.35,0.7,,,58,0:00,S. Poe,,,14.44444444,2002 +Bay,,10/31/2002,4,6.3,7.5,0.5,0.5,10,,47.8,19:12,S. Poe,,,8.777777778,2002 +Bay,,11/15/2002,0,8.1,7,,,12,,54,0:00,S. Poe,,,12.22222222,2002 +Bay,,12/6/2002,2,9.6,7,0.1,0.1,5,,37,0:00,S. Poe,,,2.777777778,2002 +Bay,,12/16/2002,2,6.8,7,0.3,0.6,7.5,,49,0:00,S. Poe,,,9.444444444,2002 +A,,1/3/2003,0,8.1,6.5,0.9,1.1,15,,53,0:00,Not Recorded,,,11.66666667,2003 +A,,2/3/2003,0,,6.5,0.5,1.1,6,,50,0:00,Not Recorded,,,10,2003 +A,,2/20/2003,0,,6.5,0.8,1.35,7,,43,0:00,Not Recorded,,,6.111111111,2003 +A,,3/6/2003,1,,6.5,0.8,1.4,14,,58,0:00,Not Recorded,,,14.44444444,2003 +A,,3/20/2003,1,6.4,6.5,0.6,1,12,,53,0:00,Not Recorded,,,11.66666667,2003 +A,,4/21/2003,0,,5.5,0.3,0.8,17,,67,0:00,Not Recorded,,,19.44444444,2003 +A,,5/1/2003,0,3.9,6.5,0.45,1.15,23,,75,0:00,Not Recorded,,,23.88888889,2003 +A,,5/22/2003,1,,6.5,0.5,0.8,,,60.4,9:36,Not Recorded,,,15.77777778,2003 +A,,6/5/2003,0,4.7,6.5,0.5,0.85,24,,70,0:00,Not Recorded,,,21.11111111,2003 +A,,6/20/2003,0,,6.5,0.4,1.1,25,,73,0:00,Not Recorded,,,22.77777778,2003 +A,,7/1/2003,0,2.7,6.5,0.4,1,28,,76.5,12:00,Not Recorded,,,24.72222222,2003 +A,,7/17/2003,0,,7,0.6,0.85,29,,76,0:00,Not Recorded,,,24.44444444,2003 +A,,8/7/2003,0,3,6.5,0.45,1,25,,80.6,14:24,Not Recorded,,,27,2003 +A,,9/4/2003,0,,6.5,0.8,0.9,29,,83,0:00,Not Recorded,,,28.33333333,2003 +A,,10/2/2003,0,5.6,6.5,0.6,0.9,20,,64,0:00,Not Recorded,,,17.77777778,2003 +A,,10/23/2003,,,,0.5,0.8,,,58,N/A,Not Recorded,,,14.44444444,2003 +A,,11/6/2003,0,2.9,6.5,0.1,0.8,24,,76,0:00,Not Recorded,,,24.44444444,2003 +A,,11/20/2003,1,,7.5,0.5,0.7,14,,56,0:00,Not Recorded,,,13.33333333,2003 +A,,12/1/2003,1,8.1,7,0.45,0.8,,,59,0:00,Not Recorded,,,15,2003 +A,,12/15/2003,2,,7,0.7,0.95,9,,48,0:00,Not Recorded,,,8.888888889,2003 +B,,1/3/2003,0,6.6,7,0.2,0.2,13,,53,0:00,Not Recorded,,,11.66666667,2003 +B,,2/3/2003,0,,7,0.5,0.5,6,,50,0:00,Not Recorded,,,10,2003 +B,,2/20/2003,0,6.4,7.5,0.5,0.5,7,,44,0:00,Not Recorded,,,6.666666667,2003 +B,,3/6/2003,1,,7.5,0.48,0.48,15,,58,0:00,Not Recorded,,,14.44444444,2003 +B,,3/20/2003,2,3.2,,0.3,0.3,12,,33,0:00,Not Recorded,,,0.555555556,2003 +B,,4/21/2003,0,,7.5,0.3,0.3,20,,67,0:00,Not Recorded,,,19.44444444,2003 +B,,5/1/2003,0,7.3,7.5,0.6,0.6,25,,76,0:00,Not Recorded,,,24.44444444,2003 +B,,6/5/2003,0,8.5,9.5,0.1,0.1,25.1,,72,0:00,Not Recorded,,,22.22222222,2003 +B,,6/20/2003,0,,7,0.2,0.2,26,,73,0:00,Not Recorded,,,22.77777778,2003 +B,,7/1/2003,0,3.6,,0.3,0.3,26,,77,0:00,Not Recorded,,,25,2003 +B,,7/17/2003,0,,7.5,0.1,0.1,28,,76,0:00,Not Recorded,,,24.44444444,2003 +B,,8/7/2003,0,3.2,7,0.2,0.2,25,,77,0:00,Not Recorded,,,25,2003 +B,,9/4/2003,0,,7.5,0.1,0.1,29,,83,0:00,Not Recorded,,,28.33333333,2003 +B,,10/2/2003,0.5,5.5,7,0.15,0.15,18,,64,0:00,Not Recorded,,,17.77777778,2003 +B,,10/23/2003,1,,8,0.2,0.2,11,,58,0:00,Not Recorded,,,14.44444444,2003 +B,,11/6/2003,1,4.7,7,0.15,0.15,25,,76,0:00,Not Recorded,,,24.44444444,2003 +B,,11/20/2003,1,,8,0.2,0.2,13.5,,56,0:00,Not Recorded,,,13.33333333,2003 +B,,12/1/2003,1,8.8,7.5,0.75,0.2,12,,58,0:00,Not Recorded,,,14.44444444,2003 +B,,12/15/2003,2,,7,0.3,0.3,9,,48,0:00,Not Recorded,,,8.888888889,2003 +C,,1/3/2003,0,,7,0.55,0.55,13,,53,0:00,Not Recorded,,,11.66666667,2003 +C,,2/3/2003,0,,7,0.6,0.6,6,,50,0:00,Not Recorded,,,10,2003 +C,,2/20/2003,0,,7,0.8,0.8,7,,45,0:00,Not Recorded,,,7.222222222,2003 +C,,3/6/2003,1,3.2,7,0.7,0.7,14,,58,0:00,Not Recorded,,,14.44444444,2003 +C,,3/20/2003,2,,7,0.4,0.4,12,,53,0:00,Not Recorded,,,11.66666667,2003 +C,,4/21/2003,0,5.6,7,0.4,0.4,18,,65,0:00,Not Recorded,,,18.33333333,2003 +C,,5/1/2003,1,,7,0.4,0.4,24,,76,0:00,Not Recorded,,,24.44444444,2003 +C,,5/22/2003,1,3.3,7,0.7,0.7,,,60,0:00,Not Recorded,,,15.55555556,2003 +C,,6/5/2003,0,,7,4,4,,,72,0:00,Not Recorded,,,22.22222222,2003 +C,,6/20/2003,0,4.5,7,0.5,0.5,24,,73,0:00,Not Recorded,,,22.77777778,2003 +C,,7/1/2003,0,,7.5,0.3,0.3,27,,77,0:00,Not Recorded,,,25,2003 +C,,7/17/2003,0,4.7,7,0.35,0.35,28,,75,0:00,Not Recorded,,,23.88888889,2003 +C,,8/7/2003,0,,7,0.5,0.5,25,,77,0:00,Not Recorded,,,25,2003 +C,,9/4/2003,0,4.7,7,0.15,0.15,27,,83,0:00,Not Recorded,,,28.33333333,2003 +C,,10/2/2003,1,,7,0.6,0.6,20,,64,0:00,Not Recorded,,,17.77777778,2003 +C,,10/23/2003,1,5.6,7.5,0.15,0.15,14,,58,0:00,Not Recorded,,,14.44444444,2003 +C,,11/6/2003,1,,7,0.3,0.3,24,,76,0:00,Not Recorded,,,24.44444444,2003 +C,,11/20/2003,,7.6,7.5,0.2,0.2,,,56,0:00,Not Recorded,,,13.33333333,2003 +C,,12/1/2003,1,,7.5,0.25,0.25,13,,59,0:00,Not Recorded,,,15,2003 +C,,12/15/2003,,6.8,7,0.5,0.5,8,,48,0:00,Not Recorded,,,8.888888889,2003 +D,,1/3/2003,0,,6.5,1,1.9,12,,53,0:00,Not Recorded,,,11.66666667,2003 +D,,2/3/2003,0,7.4,6,1.2,1.5,6,,46,0:00,Not Recorded,,,7.777777778,2003 +D,,2/20/2003,,,6.5,,,7,,45,0:00,Not Recorded,,,7.222222222,2003 +D,,3/6/2003,1,8.7,6.5,0.7,1.5,,,58,0:00,Not Recorded,,,14.44444444,2003 +D,,3/20/2003,2,,6,1.2,1.4,12,,53,0:00,Not Recorded,,,11.66666667,2003 +D,,4/21/2003,0,6.8,,1.1,1.5,16,,65,0:00,Not Recorded,,,18.33333333,2003 +D,,5/1/2003,0,,6.5,1,1.5,25,,75,0:00,Not Recorded,,,23.88888889,2003 +D,,5/22/2003,0,5.8,6.5,0.8,1.5,,,60.4,9:36,Not Recorded,,,15.77777778,2003 +D,,6/5/2003,0,,6.5,0.3,1.5,25,,72,0:00,Not Recorded,,,22.22222222,2003 +D,,6/20/2003,0,4.3,6,0.5,1.5,25,,72.7,16:48,Not Recorded,,,22.61111111,2003 +D,,7/1/2003,0,,6,0.4,1.4,27,,77,N/A,Not Recorded,,,25,2003 +D,,7/17/2003,0,2.9,6.5,0.5,1.4,28,,75,0:00,Not Recorded,,,23.88888889,2003 +D,,8/7/2003,1,,6.5,0.6,1.6,25,,77,0:00,Not Recorded,,,25,2003 +D,,9/4/2003,0,4.7,6.5,0.5,1.5,28,,82,0:00,Not Recorded,,,27.77777778,2003 +D,,10/2/2003,1,,6.5,0.5,1.6,19,,64,0:00,Not Recorded,,,17.77777778,2003 +D,,10/23/2003,1,4.4,6.5,1.1,1.5,14,,57,0:00,Not Recorded,,,13.88888889,2003 +D,,11/20/2003,1,6.5,6.5,1.2,1.4,14.5,,56,0:00,Not Recorded,,,13.33333333,2003 +D,,12/1/2003,1,,6,1.5,1.5,11,,59,0:00,Not Recorded,,,15,2003 +D,,12/15/2003,2,7.1,6,1.5,1.7,12,,48,0:00,Not Recorded,,,8.888888889,2003 +Bay,,1/3/2003,0,5.1,7,0.3,0.6,14,,52,0:00,S. Poe,,,11.11111111,2003 +Bay,,2/3/2003,0,6.6,7,0.4,0.4,7,,45.9,21:36,S. Poe,,,7.722222222,2003 +Bay,,2/20/2003,0,,7,0.25,0.45,7,,43,0:00,S. Poe,,,6.111111111,2003 +Bay,,3/6/2003,1,4.1,6.5,0.3,0.9,14,,59.9,21:36,S. Poe,,,15.5,2003 +Bay,,3/20/2003,2,3.8,7,0.2,0.3,11,,52.9,21:36,S. Poe,,,11.61111111,2003 +Bay,,4/21/2003,1,5.8,7,0.3,0.6,16,,64.9,21:36,S. Poe,,,18.27777778,2003 +Bay,,5/1/2003,0,6.6,6.5,0.4,0.8,,,75,0:00,S. Poe,,,23.88888889,2003 +Bay,,5/22/2003,2,6.3,6.5,0.3,0.5,20,,60.4,9:36,S. Poe,,,15.77777778,2003 +Bay,,6/5/2003,2,6.8,6.5,0.4,0.8,,,69.3,7:12,S. Poe,,,20.72222222,2003 +Bay,,6/20/2003,0,4.1,7,0.4,0.8,24,,72.1,2:24,S. Poe,,,22.27777778,2003 +Bay,,7/1/2003,0,5.2,6.5,0.4,0.7,27,,26.5,12:00,S. Poe,,,-3.055555556,2003 +Bay,,7/17/2003,0,3.8,6.5,0.4,0.8,26,,74,0:00,S. Poe,,,23.33333333,2003 +Bay,,8/7/2003,0,7,7.2,0.5,0.9,25,,77,0:00,S. Poe,,,25,2003 +Bay,,9/4/2003,4,3.7,7,0.5,0.75,27,,81.9,21:36,S. Poe,,,27.72222222,2003 +Bay,,10/2/2003,1,6,6.5,0.5,0.7,,,64,0:00,S. Poe,,,17.77777778,2003 +Bay,,10/23/2003,1,5.8,6.5,0.4,0.55,14,,57,0:00,S. Poe,,,13.88888889,2003 +Bay,,11/6/2003,1,6.5,6.5,0.75,0.75,23,,76.3,7:12,S. Poe,,,24.61111111,2003 +Bay,,11/20/2003,3,8.8,6.5,0.4,0.6,14,,56,0:00,S. Poe,,,13.33333333,2003 +Bay,,12/1/2003,3,8.7,6.5,0.2,0.75,11,,58,0:00,S. Poe,,,14.44444444,2003 +Bay,,12/15/2003,2,6.9,6,0.4,0.7,8,,47,0:00,S. Poe,,,8.333333333,2003 +A,,1/4/2004,1,8.5,7,0.65,1.05,5,,33,0:00,Not Recorded,,,0.555555556,2004 +A,,1/20/2004,2,,7,0.6,0.9,4,,40,0:00,Not Recorded,,,4.444444444,2004 +A,,2/5/2004,1,7,7,0.8,1.1,60,,43,0:00,Not Recorded,,,6.111111111,2004 +A,,2/19/2004,1,,7,0.7,1.2,8,,14.5,12:00,Not Recorded,,,-9.722222222,2004 +A,,3/4/2004,0,7.5,7,1,1.2,16,,64,0:00,Not Recorded,,,17.77777778,2004 +A,,3/18/2004,1,,7,1,1.2,10,,40,0:00,Not Recorded,,,4.444444444,2004 +A,,4/1/2004,0,6.7,7,0.6,1,13,,54,0:00,Not Recorded,,,12.22222222,2004 +A,,4/16/2004,1,,7,0.8,0.9,,,53,0:00,Not Recorded,,,11.66666667,2004 +A,,4/29/2004,0,,7.5,0.7,0.7,22,,64,0:00,Not Recorded,,,17.77777778,2004 +A,,5/13/2004,0,3.9,6,0.7,0.8,26,,77,0:00,Not Recorded,,,25,2004 +A,,6/3/2004,0,,6.5,,,26,,81,0:00,Not Recorded,,,27.22222222,2004 +A,,6/17/2004,0,2.9,6.5,0.5,0.5,26,,77,0:00,Not Recorded,,,25,2004 +A,,7/8/2004,0,,6.5,1,1,29,,80,0:00,Not Recorded,,,26.66666667,2004 +A,,7/22/2004,0,,6.5,0.5,1.5,30,,82,0:00,Not Recorded,,,27.77777778,2004 +A,,8/5/2004,0,,6.5,0.95,1.15,30,,83,0:00,Not Recorded,,,28.33333333,2004 +A,,8/19/2004,0,3,6.5,0.95,0.95,27,,80,0:00,Not Recorded,,,26.66666667,2004 +A,,9/2/2004,0,,6.5,0.8,0.8,26,,80,0:00,Not Recorded,,,26.66666667,2004 +A,,9/16/2004,0,3.6,6.5,0.4,0.8,26,,29,0:00,Not Recorded,,,-1.666666667,2004 +A,,10/1/2004,1,,0.7,0.4,0.7,24,,72,0:00,Not Recorded,,,22.22222222,2004 +A,,10/21/2004,1,,6.5,1,1.5,16,,63,0:00,Not Recorded,,,17.22222222,2004 +A,,11/5/2004,0,,7,0.7,0.8,16,,57,0:00,Not Recorded,,,13.88888889,2004 +A,,11/18/2004,0,8,7,0.6,0.6,10,,51,0:00,Not Recorded,,,10.55555556,2004 +A,,12/2/2004,0,,7,1.6,1.8,13,,56,0:00,Not Recorded,,,13.33333333,2004 +A,,12/16/2004,2,6.3,7,0.9,1,5,,34,0:00,Not Recorded,,,1.111111111,2004 +B,,1/4/2004,1,8.5,7,0.2,0.2,4,,33,0:00,Not Recorded,,,0.555555556,2004 +B,,1/20/2004,2,,8,0.2,0.2,3,,40,0:00,Not Recorded,,,4.444444444,2004 +B,,2/5/2004,1,6.6,7,0.25,0.25,5,,43,0:00,Not Recorded,,,6.111111111,2004 +B,,2/19/2004,1,,7,0.3,0.3,6.5,,10.5,12:00,Not Recorded,,,-11.94444444,2004 +B,,3/4/2004,0,5.4,7,0.2,0.2,16,,65,0:00,Not Recorded,,,18.33333333,2004 +B,,3/18/2004,1,,7,0.3,0.3,9,,43,0:00,Not Recorded,,,6.111111111,2004 +B,,4/1/2004,1,7.2,8,0.3,0.3,13,,54,0:00,Not Recorded,,,12.22222222,2004 +B,,4/16/2004,1,,8,0.2,0.2,13,,53,0:00,Not Recorded,,,11.66666667,2004 +B,,4/29/2004,0,,8.5,0.1,0.1,22,,63,0:00,Not Recorded,,,17.22222222,2004 +B,,5/13/2004,0,3.1,9,0.2,0.2,28,,26,0:00,Not Recorded,,,-3.333333333,2004 +B,,6/3/2004,0,,8,0.1,0.1,27,,80,0:00,Not Recorded,,,26.66666667,2004 +B,,6/17/2004,0,,7,0.1,0.1,26,,78,0:00,Not Recorded,,,25.55555556,2004 +B,,7/8/2004,0,,7,0.2,0.2,29,,80,0:00,Not Recorded,,,26.66666667,2004 +B,,7/22/2004,0,3.1,8,0.1,0.1,28.5,,81,0:00,Not Recorded,,,27.22222222,2004 +B,,8/5/2004,0,,7,0.25,0.25,32,,83,0:00,Not Recorded,,,28.33333333,2004 +B,,8/19/2004,0,2.8,6.5,0.2,0.2,28,,82,0:00,Not Recorded,,,27.77777778,2004 +B,,9/2/2004,0,,6.5,0.1,0.1,26,,79,0:00,Not Recorded,,,26.11111111,2004 +B,,9/16/2004,0,3.7,7,0.2,0.2,26,,29,0:00,Not Recorded,,,-1.666666667,2004 +B,,10/1/2004,0,,8,0.15,0.15,23,,72,0:00,Not Recorded,,,22.22222222,2004 +B,,10/21/2004,2,4.5,7,0.3,0.3,17,,63,0:00,Not Recorded,,,17.22222222,2004 +B,,11/5/2004,0,,7,0.25,0.25,15,,58,0:00,Not Recorded,,,14.44444444,2004 +B,,11/18/2004,0,5.3,7,0.2,0.2,11,,,,Not Recorded,,,-17.77777778,2004 +B,,12/2/2004,1,,7.5,0.2,0.2,13,,55,0:00,Not Recorded,,,12.77777778,2004 +B,,12/16/2004,4,5.7,7.5,0.2,0.2,4,,35,0:00,Not Recorded,,,1.666666667,2004 +C,,1/4/2004,1,,7,0.5,0.5,5,,33,0:00,Not Recorded,,,0.555555556,2004 +C,,1/20/2004,2,10,,0.5,0.5,3,,40,0:00,Not Recorded,,,4.444444444,2004 +C,,2/5/2004,1,,7,0.6,0.6,7,,43,0:00,Not Recorded,,,6.111111111,2004 +C,,2/19/2004,1,9.1,7,0.5,0.6,6,,11.5,12:00,Not Recorded,,,-11.38888889,2004 +C,,3/4/2004,0,,7,0.6,0.6,17,,22,0:00,Not Recorded,,,-5.555555556,2004 +C,,3/18/2004,1,6.7,7,0.6,0.6,10,,45,0:00,Not Recorded,,,7.222222222,2004 +C,,4/1/2004,1,,7,0.6,0.6,12,,55,0:00,Not Recorded,,,12.77777778,2004 +C,,4/16/2004,1,7.4,7.5,0.4,0.4,14,,52,0:00,Not Recorded,,,11.11111111,2004 +C,,4/29/2004,0,2.8,7,0.3,0.3,,,63,0:00,Not Recorded,,,17.22222222,2004 +C,,5/13/2004,2,,7,0.4,0.4,27,,78,0:00,Not Recorded,,,25.55555556,2004 +C,,6/3/2004,0,4.2,7.5,0.3,0.3,26,,80,0:00,Not Recorded,,,26.66666667,2004 +C,,6/17/2004,0,,7,0.4,0.4,25,,79,0:00,Not Recorded,,,26.11111111,2004 +C,,7/8/2004,0,3,7.5,0.5,0.5,29,,80,N/A,Not Recorded,,,26.66666667,2004 +C,,7/22/2004,0,,7,0.55,0.55,30,,81,0:00,Not Recorded,,,27.22222222,2004 +C,,8/5/2004,0,2.9,6.5,0.6,0.6,29,,83,0:00,Not Recorded,,,28.33333333,2004 +C,,8/19/2004,0,,6.5,0.7,0.7,28,,82,0:00,Not Recorded,,,27.77777778,2004 +C,,9/2/2004,0,3.6,7,0.3,0.3,,,80,,Not Recorded,,,26.66666667,2004 +C,,9/16/2004,0,,7,0.25,0.25,27,,30,0:00,Not Recorded,,,-1.111111111,2004 +C,,10/1/2004,0,5.3,7.5,0.3,0.3,23,,72,0:00,Not Recorded,,,22.22222222,2004 +C,,10/21/2004,2,,7,0.5,0.5,17,,63,0:00,Not Recorded,,,17.22222222,2004 +C,,11/5/2004,0,6.2,7,0.5,0.5,15,,57,0:00,Not Recorded,,,13.88888889,2004 +C,,11/18/2004,0,,7,0.5,0.5,11,,53,0:00,Not Recorded,,,11.66666667,2004 +C,,12/2/2004,1,4.2,7,0.5,0.5,12,,55,0:00,Not Recorded,,,12.77777778,2004 +C,,12/16/2004,3,,7,0.5,0.5,4,,35,0:00,Not Recorded,,,1.666666667,2004 +D,,1/4/2004,1,,6.5,1.1,1.1,5,,33,0:00,Not Recorded,,,0.555555556,2004 +D,,1/20/2004,0,10,6.5,1.4,1.4,4,,40,0:00,Not Recorded,,,4.444444444,2004 +D,,2/5/2004,1,,6,1.5,1.5,5,,43,0:00,Not Recorded,,,6.111111111,2004 +D,,2/19/2004,1,10.1,6.5,1.5,1.5,6,,37,0:00,Not Recorded,,,2.777777778,2004 +D,,3/4/2004,0,,6.5,1.2,1.2,18,,21,0:00,Not Recorded,,,-6.111111111,2004 +D,,3/18/2004,1,8.4,6.5,1,1.5,,,44,0:00,Not Recorded,,,6.666666667,2004 +D,,4/1/2004,1,,6.5,1,1.6,12,,55,N/A,Not Recorded,,,12.77777778,2004 +D,,4/16/2004,1,5.8,6.5,0.9,1.5,14,,52,0:00,Not Recorded,,,11.11111111,2004 +D,,4/29/2004,0,4.9,6.5,1.1,1.35,19,,62,0:00,Not Recorded,,,16.66666667,2004 +D,,5/13/2004,0,,7,1,1.4,28,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,6/3/2004,0,4.5,6.5,0.7,1.3,26,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,6/17/2004,0,,6.5,0.6,1.5,,,80,0:00,Not Recorded,,,26.66666667,2004 +D,,7/8/2004,0,2.6,6.5,0.6,1.65,29,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,8/5/2004,0,3.1,6.5,0.5,1.6,28,,82,0:00,Not Recorded,,,27.77777778,2004 +D,,8/19/2004,0,,6.5,0.8,1.5,29,,83,0:00,Not Recorded,,,28.33333333,2004 +D,,9/2/2004,0,3,6.5,0.4,1.4,25.2,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,9/16/2004,0,,6.5,0.9,1.5,26,,30,0:00,Not Recorded,,,-1.111111111,2004 +D,,10/1/2004,0,6.4,6.5,0.6,1.5,24,,72,0:00,Not Recorded,,,22.22222222,2004 +D,,10/21/2004,1,3.3,6.5,0.8,0.8,17,,63,0:00,Not Recorded,,,17.22222222,2004 +D,,11/5/2004,0,5.5,6.5,1.2,1.4,,,57,0:00,Not Recorded,,,13.88888889,2004 +D,,11/18/2004,0,,6.5,1.4,1.4,12,,53,0:00,Not Recorded,,,11.66666667,2004 +D,,12/2/2004,0,7.25,6.5,1.5,1.5,12,,54,0:00,Not Recorded,,,12.22222222,2004 +D,,12/16/2004,,3,6.5,1.5,1.5,5,,35,0:00,Not Recorded,,,1.666666667,2004 +Bay,,1/9/2004,1,8.2,6.5,0.4,0.4,6,,33,0:00,S. Poe,,,0.555555556,2004 +Bay,,1/20/2004,1,9.5,6.5,0.2,0.3,7,,40,0:00,S. Poe,,,4.444444444,2004 +Bay,,2/5/2004,0,5.9,6.5,0.2,0.25,15.5,,43,0:00,S. Poe,,,6.111111111,2004 +Bay,,2/19/2004,1,7.5,7,0.1,0.1,6,,37,0:00,S. Poe,,,2.777777778,2004 +Bay,,3/4/2004,1,3.7,6.5,0.1,0.5,15,,64,0:00,S. Poe,,,17.77777778,2004 +Bay,,3/18/2004,0,7.7,6.5,0.2,0.45,9,,43.3,7:12,S. Poe,,,6.277777778,2004 +Bay,,4/1/2004,0,7.6,7,0.1,0.1,14,,52.5,12:00,S. Poe,,,11.38888889,2004 +Bay,,4/16/2004,1,5.7,6.5,0.2,0.5,13,,52,0:00,S. Poe,,,11.11111111,2004 +Bay,,4/29/2004,0,7.1,6.5,0.35,0.45,16,,62,0:00,S. Poe,,,16.66666667,2004 +Bay,,5/13/2004,0,5.6,6.5,0.4,0.75,,,75.6,14:24,S. Poe,,,24.22222222,2004 +Bay,,6/3/2004,0,4.8,6.5,0.5,0.7,26,,77,0:00,S. Poe,,,25,2004 +Bay,,6/17/2004,0,3.3,6.5,0.5,0.8,25,,77,0:00,S. Poe,,,25,2004 +Bay,,7/8/2004,1,4.7,6.5,0.5,0.6,27,,77,0:00,S. Poe,,,25,2004 +Bay,,7/22/2004,2,3.1,6.5,0.5,0.55,27,,79,0:00,S. Poe,,,26.11111111,2004 +Bay,,8/5/2004,0,3.15,6.5,0.55,0.6,27,,81.5,12:00,S. Poe,,,27.5,2004 +Bay,,8/19/2004,0,4.75,6.5,0.4,0.8,26,,79.9,21:36,S. Poe,,,26.61111111,2004 +Bay,,9/2/2004,0,5.2,6.5,0.4,0.6,24,,78,0:00,S. Poe,,,25.55555556,2004 +Bay,,9/16/2004,0,4,6.5,0.45,0.65,24,,29,0:00,S. Poe,,,-1.666666667,2004 +Bay,,10/1/2004,1,4.3,7,0.4,0.7,23,,71.8,19:12,S. Poe,,,22.11111111,2004 +Bay,,10/21/2004,1,5.8,6.5,0.6,0.7,18,,63,0:00,S. Poe,,,17.22222222,2004 +Bay,,11/5/2004,1,5.9,6.5,0.5,0.6,14,,57,0:00,S. Poe,,,13.88888889,2004 +Bay,,11/18/2004,0,5.9,6.5,0.5,0.5,11,,51,0:00,S. Poe,,,10.55555556,2004 +Bay,,12/2/2004,0,6.3,6.5,0.4,0.65,11,,53.6,14:24,S. Poe,,,12,2004 +Bay,,12/16/2004,2,5.2,6.5,0.3,0.3,4,,33,0:00,S. Poe,,,0.555555556,2004 +A,,1/6/2005,0,,6.5,1,1,12,,59,0:00,Not Recorded,,,15,2005 +A,,2/3/2005,0,5.5,7,0.8,0.8,5,,38,0:00,Not Recorded,,,3.333333333,2005 +A,,2/17/2005,2,,7,1,1,10,,45,0:00,Not Recorded,,,7.222222222,2005 +A,,3/3/2005,1,6.2,7,1.1,1.1,5,,34,0:00,Not Recorded,,,1.111111111,2005 +A,,3/10/2005,1,,7,0.7,0.7,0.7,,45,0:00,Not Recorded,,,7.222222222,2005 +A,,4/21/2005,0,3.3,7,0.3,0.9,19,,70,0:00,Not Recorded,,,21.11111111,2005 +A,,5/5/2005,0,,7,0.6,0.6,17,,54,0:00,Not Recorded,,,12.22222222,2005 +A,,5/24/2005,0,4.7,7,0.6,0.75,20,,62,0:00,Not Recorded,,,16.66666667,2005 +A,,6/16/2005,0,,8,0.7,0.85,31,,88,0:00,Not Recorded,,,31.11111111,2005 +A,,7/1/2005,0,,7,0.8,0.8,30,,,0:00,Not Recorded,,,-17.77777778,2005 +A,,7/14/2005,0,2.2,6,0.8,0.8,28,,,0:00,Not Recorded,,,-17.77777778,2005 +A,,8/11/2005,0,,7,1,1.4,32,,86,0:00,Not Recorded,,,30,2005 +A,,8/24/2005,0,,7,0.5,0.7,27,,73,0:00,Not Recorded,,,22.77777778,2005 +A,,9/8/2005,0,4.2,7,0.3,0.5,,,73,0:00,Not Recorded,,,22.77777778,2005 +A,,9/22/2005,0,,6.5,0.3,0.5,26,,79,0:00,Not Recorded,,,26.11111111,2005 +A,,10/7/2005,0,3.4,6.5,0.6,0.8,24,,77,0:00,Not Recorded,,,25,2005 +A,,10/27/2005,0,,6.5,0.6,0.6,9,,53,0:00,Not Recorded,,,11.66666667,2005 +A,,11/3/2005,0,,7,0.8,0.8,14,,59,0:00,Not Recorded,,,15,2005 +A,,11/10/2005,0,,6.5,0.9,0.9,17,,59,0:00,Not Recorded,,,15,2005 +A,,12/1/2005,0,7,6.5,0.9,0.9,10,,45,0:00,Not Recorded,,,7.222222222,2005 +B,,1/6/2005,0,,7,0.2,0.2,13,,59,0:00,Not Recorded,,,15,2005 +B,,2/3/2005,0,6.7,7,0.3,0.3,34.5,,38,0:00,Not Recorded,,,3.333333333,2005 +B,,2/17/2005,2,,7,,,10,,45,0:00,Not Recorded,,,7.222222222,2005 +B,,3/3/2005,2,5.3,7,0.3,0.3,5,,34,0:00,Not Recorded,,,1.111111111,2005 +B,,3/10/2005,2,,7.5,0.4,0.4,7,,45,0:00,Not Recorded,,,7.222222222,2005 +B,,4/21/2005,0,5.4,8.5,0.2,0.2,20,,71,0:00,Not Recorded,,,21.66666667,2005 +B,,5/5/2005,0,,8,0.1,0.1,17,,54,0:00,Not Recorded,,,12.22222222,2005 +B,,5/24/2005,0,6,9,0.1,0.1,20,,62,0:00,Not Recorded,,,16.66666667,2005 +B,,6/16/2005,0,,9,0.95,,35,,89,0:00,Not Recorded,,,31.66666667,2005 +B,,7/1/2005,0,,8,0.3,0.3,30,,,0:00,Not Recorded,,,-17.77777778,2005 +B,,7/14/2005,0,3.5,6,0.1,0.1,28,,,0:00,Not Recorded,,,-17.77777778,2005 +B,,8/11/2005,0,,7,0.6,0.6,31,,86,0:00,Not Recorded,,,30,2005 +B,,8/24/2005,0,,7.5,0.2,0.2,27,,73,0:00,Not Recorded,,,22.77777778,2005 +B,,9/8/2005,0,2.4,7,0.1,0.1,26,,74,0:00,Not Recorded,,,23.33333333,2005 +B,,9/22/2005,0,,6.5,0.1,0.1,27,,78,0:00,Not Recorded,,,25.55555556,2005 +B,,10/7/2005,0,4.5,7,0.1,0.1,25,,77,0:00,Not Recorded,,,25,2005 +B,,10/27/2005,0,,6.5,0.1,0.1,14,,53,0:00,Not Recorded,,,11.66666667,2005 +B,,11/3/2005,0,5.7,6.5,0.15,0.15,13,,59,0:00,Not Recorded,,,15,2005 +B,,11/10/2005,0,,6.5,0.2,0.2,17,,59,0:00,Not Recorded,,,15,2005 +B,,12/1/2005,0,6.1,7,0.5,0.5,13,,45,0:00,Not Recorded,,,7.222222222,2005 +C,,1/6/2005,1,4.3,7,0.4,0.4,13,,58,0:00,Not Recorded,,,14.44444444,2005 +C,,2/3/2005,0,,7,0.6,0.6,4.5,,38,0:00,Not Recorded,,,3.333333333,2005 +C,,2/17/2005,1,5.3,7,0.6,0.6,12,,45,0:00,Not Recorded,,,7.222222222,2005 +C,,3/3/2005,2,,7,0.6,0.6,5,,34,0:00,Not Recorded,,,1.111111111,2005 +C,,3/10/2005,1,6.9,7,0.7,0.7,6,,45,0:00,Not Recorded,,,7.222222222,2005 +C,,4/21/2005,0,,8,0.6,0.6,21,,71,0:00,Not Recorded,,,21.66666667,2005 +C,,5/5/2005,0,4.8,8,0.6,0.6,,,58,0:00,Not Recorded,,,14.44444444,2005 +C,,5/24/2005,0,,7.5,0.7,0.7,21,,62,0:00,Not Recorded,,,16.66666667,2005 +C,,6/3/2005,0,4.4,8,0.7,0.7,18,,64,0:00,Not Recorded,,,17.77777778,2005 +C,,6/16/2005,0,4.8,8.5,0.6,0.6,34,,88,0:00,Not Recorded,,,31.11111111,2005 +C,,7/1/2005,0,5.1,8.5,0.6,0.6,31,,,0:00,Not Recorded,,,-17.77777778,2005 +C,,7/14/2005,0,,6.5,0.6,0.6,32,,,0:00,Not Recorded,,,-17.77777778,2005 +C,,8/11/2005,0,5.2,7.5,0.1,0.1,32,,86,0:00,Not Recorded,,,30,2005 +C,,8/24/2005,0,3.6,7,0.3,0.3,25,,73,0:00,Not Recorded,,,22.77777778,2005 +C,,9/8/2005,0,,8,0.1,0.1,25,,74,0:00,Not Recorded,,,23.33333333,2005 +C,,9/22/2005,0,2.6,6.5,0.2,0.2,25,,78,0:00,Not Recorded,,,25.55555556,2005 +C,,10/7/2005,0,,6.5,,,25,,77,0:00,Not Recorded,,,25,2005 +C,,10/27/2005,0,5,7,0.35,0.35,14,,,0:00,Not Recorded,,,-17.77777778,2005 +C,,11/3/2005,0,,7.5,0.3,0.3,16,,60,0:00,Not Recorded,,,15.55555556,2005 +C,,11/10/2005,0,5,7,0.3,0.3,17,,59,0:00,Not Recorded,,,15,2005 +C,,12/1/2005,0,,7,0.4,0.4,12,,46,0:00,Not Recorded,,,7.777777778,2005 +D,,1/6/2005,0,7.6,6.5,1.4,1.4,13,,58,0:00,Not Recorded,,,14.44444444,2005 +D,,2/3/2005,0,,6.5,1.1,1.45,7.2,,38,0:00,Not Recorded,,,3.333333333,2005 +D,,2/17/2005,0,6.6,6.5,1.3,1.5,10,,44,0:00,Not Recorded,,,6.666666667,2005 +D,,3/3/2005,1,,6.5,1.5,1.6,6,,35,0:00,Not Recorded,,,1.666666667,2005 +D,,3/10/2005,1,7.7,6.5,1.2,1.4,6,,44,0:00,Not Recorded,,,6.666666667,2005 +D,,4/21/2005,0,,6.5,1.1,1.4,21,,72,0:00,Not Recorded,,,22.22222222,2005 +D,,5/5/2005,0,5.2,6.5,1,1.4,17,,58,0:00,Not Recorded,,,14.44444444,2005 +D,,5/24/2005,0,,6.5,0.8,1.5,,,62,0:00,Not Recorded,,,16.66666667,2005 +D,,6/3/2005,0,5,6.5,1,1.5,18,,63,0:00,Not Recorded,,,17.22222222,2005 +D,,6/16/2005,0,4.3,6.5,0.8,1.4,34,,88,0:00,Not Recorded,,,31.11111111,2005 +D,,7/1/2005,0,2.7,6.5,0.9,1.3,30,,,0:00,Not Recorded,,,-17.77777778,2005 +D,,7/14/2005,0,,7.5,0.9,1.3,30,,,0:00,Not Recorded,,,-17.77777778,2005 +D,,7/21/2005,0,4.3,6.5,0.7,1.5,32,,83,0:00,Not Recorded,,,28.33333333,2005 +D,,8/11/2005,0,2.9,6.5,0.4,0.8,31,,85,0:00,Not Recorded,,,29.44444444,2005 +D,,8/24/2005,0,2.5,,0.7,1.5,27,,73,0:00,Not Recorded,,,22.77777778,2005 +D,,9/8/2005,0,,6.5,0.9,1.4,24,,74,0:00,Not Recorded,,,23.33333333,2005 +D,,9/22/2005,0,3.9,6.5,0.7,1,26,,78,0:00,Not Recorded,,,25.55555556,2005 +D,,10/7/2005,0,,6.5,0.7,1.1,25,,77,0:00,Not Recorded,,,25,2005 +D,,10/27/2005,0,5.9,6.5,1,1.4,14,,51,0:00,Not Recorded,,,10.55555556,2005 +D,,11/3/2005,0,,6,1.4,1.4,16,,60,0:00,Not Recorded,,,15.55555556,2005 +D,,11/10/2005,0,5.9,6.5,0.9,1.3,17,,59,0:00,Not Recorded,,,15,2005 +D,,12/1/2005,0,,6.5,1.3,1.3,11,,45,0:00,Not Recorded,,,7.222222222,2005 +D,,12/15/2005,0,10,6.5,0.8,0.9,5,,46,0:00,Not Recorded,,,7.777777778,2005 +Bay,,1/6/2005,1,5.9,6,0.4,0.5,12,,57.7,16:48,S. Poe,,,14.27777778,2005 +Bay,,2/3/2005,0,7.3,6.5,0.15,0.15,6,,37.4,9:36,S. Poe,,,3,2005 +Bay,,2/17/2005,0,6.3,6.5,0.3,0.5,9,,44,0:00,S. Poe,,,6.666666667,2005 +Bay,,3/3/2005,1,,6.5,0.2,0.45,5,,,0:00,S. Poe,,,-17.77777778,2005 +Bay,,3/10/2005,1,7.4,6,0.2,0.4,6,,44,0:00,S. Poe,,,6.666666667,2005 +Bay,,4/21/2005,0,5.2,6,0.2,0.5,19,,70,0:00,S. Poe,,,21.11111111,2005 +Bay,,5/5/2005,0,6.9,6.5,0.4,0.4,15,,58,0:00,S. Poe,,,14.44444444,2005 +Bay,,5/24/2005,0,6.3,6.5,0.4,0.6,20,,61,0:00,S. Poe,,,16.11111111,2005 +Bay,,6/3/2005,0,6.6,6.5,0.6,0.7,18,,63,0:00,S. Poe,,,17.22222222,2005 +Bay,,6/16/2005,,5.4,7,0.55,0.65,30,,87.4,9:36,S. Poe,,,30.77777778,2005 +Bay,,7/1/2005,0,4.3,6.5,0.07,0.07,27,,,0:00,S. Poe,,,-17.77777778,2005 +Bay,,7/14/2005,0,3.6,6,0.6,0.7,25,,27,0:00,S. Poe,,,-2.777777778,2005 +Bay,,7/21/2005,0,5.7,6,0.6,0.6,28,,83,0:00,S. Poe,,,28.33333333,2005 +Bay,,8/11/2005,0,3.7,6.5,0.6,0.6,27,,85,0:00,S. Poe,,,29.44444444,2005 +Bay,,8/24/2005,0,4.9,6,0.45,0.45,25,,73,0:00,S. Poe,,,22.77777778,2005 +Bay,,9/8/2005,0,5,6.5,0.1,0.1,74,,76,0:00,S. Poe,,,24.44444444,2005 +Bay,,9/22/2005,0,4.3,6,0.5,0.7,25,,78,0:00,S. Poe,,,25.55555556,2005 +Bay,,10/7/2005,0,5.3,6.5,0.6,0.7,24,,72,0:00,S. Poe,,,22.22222222,2005 +Bay,,10/27/2005,0,6.2,6.5,0.5,0.5,16,,51,0:00,S. Poe,,,10.55555556,2005 +Bay,,11/3/2005,0,5.7,6.5,0.5,0.5,14,,57,0:00,S. Poe,,,13.88888889,2005 +Bay,,11/10/2005,0,6.6,6.5,0.5,0.7,18,,59,0:00,S. Poe,,,15,2005 +Bay,,12/1/2005,0,7.2,6.5,0.45,0.45,11,,43,0:00,S. Poe,,,6.111111111,2005 +Bay,,12/15/2005,0,7.6,6.5,0.2,0.2,6,,46,0:00,S. Poe,,,7.777777778,2005 +A,,1/3/2006,0,,6,0.7,0.9,11,,48,0:00,Not Recorded,,,8.888888889,2006 +A,,1/19/2006,0,7.7,6.5,1.1,1.1,9,,46,0:00,Not Recorded,,,7.777777778,2006 +A,,2/2/2006,0,,6.5,1.15,1.15,9,,52,0:00,Not Recorded,,,11.11111111,2006 +A,,2/9/2006,0,8.6,7,1,1.1,7,,39.2,4:48,Not Recorded,,,4,2006 +A,,3/9/2006,0,,7,1.1,1.1,10,,57.2,4:48,Not Recorded,,,14,2006 +A,,3/15/2006,0,7.8,7,1,1,14,,44.6,14:24,Not Recorded,,,7,2006 +A,,4/6/2006,0,,7.5,0.4,1.1,17,,59,0:00,Not Recorded,,,15,2006 +A,,4/21/2006,0,,7,0.6,1,19,,62.6,14:24,Not Recorded,,,17,2006 +A,,5/5/2006,0,,7,0.9,0.9,21,,60.8,19:12,Not Recorded,,,16,2006 +A,,5/17/2006,0,,6.5,0.8,0.8,22,,71,0:00,Not Recorded,,,21.66666667,2006 +A,,6/1/2006,0,5,7,0.7,0.7,20,,77,0:00,Not Recorded,,,25,2006 +A,,7/6/2006,0,3.6,6.5,0.9,1,28,,73.4,9:36,Not Recorded,,,23,2006 +A,,7/18/2006,0,,7,0.8,0.8,31,,73,0:00,Not Recorded,,,22.77777778,2006 +A,,7/27/2006,0,2,6.5,,,28,,79,0:00,Not Recorded,,,26.11111111,2006 +A,,8/17/2006,0,,6.5,0.5,0.6,26,,80,0:00,Not Recorded,,,26.66666667,2006 +A,,9/7/2006,0,3.7,6.5,,,24,,70,0:00,Not Recorded,,,21.11111111,2006 +A,,9/21/2006,0,,6.5,0.6,0.9,21,,66,0:00,Not Recorded,,,18.88888889,2006 +A,,10/5/2006,0,6.3,,0.8,0.8,23,,74,0:00,Not Recorded,,,23.33333333,2006 +A,,10/19/2006,0,,7,0.8,0.8,21,,67,0:00,Not Recorded,,,19.44444444,2006 +A,,11/6/2006,0,,6.5,0.6,0.6,15,,61,0:00,Not Recorded,,,16.11111111,2006 +A,,11/16/2006,0,6,6.5,0.6,0.95,17,,65,0:00,Not Recorded,,,18.33333333,2006 +A,,11/30/2006,0,,6.5,0.6,0.9,15,,65,0:00,Not Recorded,,,18.33333333,2006 +A,,12/14/2006,0,7.8,,0.65,0.75,13,,58,0:00,Not Recorded,,,14.44444444,2006 +B,,1/3/2006,0,,7,0.3,0.3,11,,48,0:00,Not Recorded,,,8.888888889,2006 +B,,1/19/2006,0,5.7,7,0.2,0.2,8,,46,0:00,Not Recorded,,,7.777777778,2006 +B,,2/2/2006,0,,7,0.2,0.2,9,,54,0:00,Not Recorded,,,12.22222222,2006 +B,,2/9/2006,0,8.5,7,0.2,0.2,,,39.2,4:48,Not Recorded,,,4,2006 +B,,3/9/2006,0,,7,0.3,0.3,11,,57.2,4:48,Not Recorded,,,14,2006 +B,,3/15/2006,0,7.7,7,0.2,0.2,12,,48.2,4:48,Not Recorded,,,9,2006 +B,,4/6/2006,0,,8,0.25,0.25,17,,59,0:00,Not Recorded,,,15,2006 +B,,4/21/2006,0,8,7,0.2,0.2,18,,62.6,14:24,Not Recorded,,,17,2006 +B,,5/5/2006,0,,9,0.1,0.1,21,,60.8,19:12,Not Recorded,,,16,2006 +B,,5/17/2006,0,,6,0.2,0.2,22,,71,0:00,Not Recorded,,,21.66666667,2006 +B,,6/1/2006,0,4.4,7,0.1,0.1,26,,77,0:00,Not Recorded,,,25,2006 +B,,6/16/2006,0,3.8,6,0.4,0.4,23,,68,0:00,Not Recorded,,,20,2006 +B,,7/6/2006,0,4.7,6.5,0.2,0.2,27,,73.4,9:36,Not Recorded,,,23,2006 +B,,7/18/2006,0,,6.5,0.2,0.2,20,,72,0:00,Not Recorded,,,22.22222222,2006 +B,,7/27/2006,0,2.9,6.5,0.2,0.2,29,,79,0:00,Not Recorded,,,26.11111111,2006 +B,,8/17/2006,0,,9,0.1,0.1,30,,80,0:00,Not Recorded,,,26.66666667,2006 +B,,9/7/2006,0,3.5,6.5,0.2,0.2,25,,70,,Not Recorded,,,21.11111111,2006 +B,,9/21/2006,0,,6.5,0.2,0.2,18,,66,0:00,Not Recorded,,,18.88888889,2006 +B,,10/5/2006,0,8.2,7,0.4,0.4,23,,73,0:00,Not Recorded,,,22.77777778,2006 +B,,10/19/2006,0,,7.5,0.3,0.3,22,,67,0:00,Not Recorded,,,19.44444444,2006 +B,,11/6/2006,0,,7,0.2,0.2,19,,62,0:00,Not Recorded,,,16.66666667,2006 +B,,11/16/2006,0,6.8,6.5,0.3,0.3,18,,65,0:00,Not Recorded,,,18.33333333,2006 +B,,11/30/2006,0,,7,0.2,0.2,16,,65,0:00,Not Recorded,,,18.33333333,2006 +B,,12/14/2006,0,7.7,6,0.1,0.2,15,,58,0:00,Not Recorded,,,14.44444444,2006 +C,,1/3/2006,0,5.9,7,0.5,0.5,10,,48,0:00,Not Recorded,,,8.888888889,2006 +C,,1/19/2006,0,,7,0.5,0.5,10,,47,0:00,Not Recorded,,,8.333333333,2006 +C,,2/2/2006,0,8.8,7,0.5,0.5,9,,54,0:00,Not Recorded,,,12.22222222,2006 +C,,2/9/2006,0,,7,0.6,0.6,7,,39.2,4:48,Not Recorded,,,4,2006 +C,,3/9/2006,0,9.9,7.5,0.5,0.5,10,,57.2,4:48,Not Recorded,,,14,2006 +C,,3/15/2006,0,,8,0.4,0.4,14,,44.6,14:24,Not Recorded,,,7,2006 +C,,4/6/2006,0,8.2,8,0.4,0.4,14,,59,0:00,Not Recorded,,,15,2006 +C,,4/21/2006,0,,7,0.3,0.3,18,,62.6,14:24,Not Recorded,,,17,2006 +C,,5/5/2006,0,9,8.5,0.1,0.3,19,,60.8,19:12,Not Recorded,,,16,2006 +C,,5/17/2006,0,,8,,,23,,71,0:00,Not Recorded,,,21.66666667,2006 +C,,6/1/2006,0,,9.5,0.2,0.2,29,,77,0:00,Not Recorded,,,25,2006 +C,,6/16/2006,0,,7,0.5,0.5,22,,68,0:00,Not Recorded,,,20,2006 +C,,7/6/2006,0,,7,0.4,0.4,28,,73.4,9:36,Not Recorded,,,23,2006 +C,,7/18/2006,0,2.7,6.5,0.2,0.2,26,,73,0:00,Not Recorded,,,22.77777778,2006 +C,,7/27/2006,0,,7,0.3,0.3,29,,79,0:00,Not Recorded,,,26.11111111,2006 +C,,8/17/2006,0,6.8,6.5,0.2,0.2,28,,80,0:00,Not Recorded,,,26.66666667,2006 +C,,9/7/2006,0,,6.5,0.7,0.7,24,,71,0:00,Not Recorded,,,21.66666667,2006 +C,,9/21/2006,0,5.2,6.5,0.4,0.4,20,,66,0:00,Not Recorded,,,18.88888889,2006 +C,,10/5/2006,0,,6.5,0.1,0.1,25,,74,0:00,Not Recorded,,,23.33333333,2006 +C,,10/19/2006,0,3.2,,0.2,0.2,,,67,0:00,Not Recorded,,,19.44444444,2006 +C,,11/6/2006,0,4.9,6.5,0.1,0.1,17,,61,0:00,Not Recorded,,,16.11111111,2006 +C,,11/16/2006,0,,6.5,1,1,18,,65,0:00,Not Recorded,,,18.33333333,2006 +C,,11/30/2006,0,6.9,6.5,0.1,0.1,14,,65,0:00,Not Recorded,,,18.33333333,2006 +C,,12/14/2006,0,,8,0.2,0.2,13,,58,0:00,Not Recorded,,,14.44444444,2006 +D,,1/3/2006,0,8.1,6.5,1.2,1.6,9,,48,0:00,Not Recorded,,,8.888888889,2006 +D,,1/19/2006,0,,6.5,1.4,1.4,10,,47,0:00,Not Recorded,,,8.333333333,2006 +D,,2/2/2006,0,8.2,,1.4,1.4,9,,53.6,14:24,Not Recorded,,,12,2006 +D,,2/9/2006,,,6.5,1.5,1.5,7,,41,0:00,Not Recorded,,,5,2006 +D,,3/9/2006,0,8.7,6.5,1.4,1.4,10,,56,0:00,Not Recorded,,,13.33333333,2006 +D,,3/15/2006,0,,6.5,1.3,1.3,13,,44.6,14:24,Not Recorded,,,7,2006 +D,,4/6/2006,0,6.2,6.5,1.2,1.4,15,,59,0:00,Not Recorded,,,15,2006 +D,,4/12/2006,0,,6.5,1.1,1.3,18,,62.6,14:24,Not Recorded,,,17,2006 +D,,5/5/2006,0,6.6,6.5,1.4,1.4,19,,60.8,19:12,Not Recorded,,,16,2006 +D,,5/17/2006,0,,6.5,1.2,1.5,21,,71,0:00,Not Recorded,,,21.66666667,2006 +D,,6/1/2006,0,,6.5,1.1,1.3,28,,77,0:00,Not Recorded,,,25,2006 +D,,7/6/2006,0,,6.5,0.5,1.5,28,,73.4,9:36,Not Recorded,,,23,2006 +D,,7/18/2006,0,2.7,6.5,0.15,0.2,29,,,0:00,Not Recorded,,,-17.77777778,2006 +D,,7/27/2006,0,,6.5,0.6,1.6,30,,79,0:00,Not Recorded,,,26.11111111,2006 +D,,8/17/2006,0,3.9,5,0.65,1.3,25,,79,0:00,Not Recorded,,,26.11111111,2006 +D,,9/7/2006,0,,6,0.7,1.65,24,,71,0:00,Not Recorded,,,21.66666667,2006 +D,,9/21/2006,0,5.8,6.5,0.9,1.5,20,,66,0:00,Not Recorded,,,18.88888889,2006 +D,,10/5/2006,0,,6.5,1,1.4,22,,73,0:00,Not Recorded,,,22.77777778,2006 +D,,10/19/2006,0,5.3,6.5,0.2,0.6,20,,67,0:00,Not Recorded,,,19.44444444,2006 +D,,11/6/2006,0,5.9,6.5,1.3,1.3,13,,60,0:00,Not Recorded,,,15.55555556,2006 +D,,11/16/2006,0,,6.5,1,1.5,17,,65,0:00,Not Recorded,,,18.33333333,2006 +D,,11/30/2006,0,6.7,6.5,1.2,1.5,14.5,,65,N/A,Not Recorded,,,18.33333333,2006 +D,,12/14/2006,0,,6.5,1.4,1.4,13,,58,0:00,Not Recorded,,,14.44444444,2006 +Bay,,1/3/2006,0,0.8,6,0.6,0.6,9,,,0:00,S. Poe,,,-17.77777778,2006 +Bay,,1/19/2006,0,7.5,6.5,0.3,0.7,9,,45,0:00,S. Poe,,,7.222222222,2006 +Bay,,2/2/2006,0,7.8,6.5,0.5,0.5,7,,51.8,19:12,S. Poe,,,11,2006 +Bay,,2/9/2006,0,8.7,6.5,0.4,0.4,7,,30,0:00,S. Poe,,,-1.111111111,2006 +Bay,,3/9/2006,1,9.7,6.5,0.2,0.4,10,,59,0:00,S. Poe,,,15,2006 +Bay,,3/15/2006,0,7.5,7,0.2,0.6,11,,48,0:00,S. Poe,,,8.888888889,2006 +Bay,,4/6/2006,0,7.7,6.5,0.5,0.5,13,,53,0:00,S. Poe,,,11.66666667,2006 +Bay,,4/21/2006,1,6.9,6.5,0.3,0.5,17,,62.6,14:24,S. Poe,,,17,2006 +Bay,,5/5/2006,0,7.4,6.5,0.1,0.1,19,,60.8,19:12,S. Poe,,,16,2006 +Bay,,5/17/2006,0,7.3,6.5,0.5,0.8,20,,71.6,14:24,S. Poe,,,22,2006 +Bay,,6/1/2006,0,6.1,6.5,0.5,0.65,25,,77,0:00,S. Poe,,,25,2006 +Bay,,6/16/2006,0,6.8,6.5,0.5,0.7,22,,68,0:00,S. Poe,,,20,2006 +Bay,,7/6/2006,0,6,6.5,0.4,0.8,27,,73.4,9:36,S. Poe,,,23,2006 +Bay,,7/18/2006,0,5.3,6,2,5,27,,73,0:00,S. Poe,,,22.77777778,2006 +Bay,,7/27/2006,0,6.9,6,0.4,0.6,28,,78.8,19:12,S. Poe,,,26,2006 +Bay,,8/17/2006,0,7.2,7,0.4,0.55,25,,79,0:00,S. Poe,,,26.11111111,2006 +Bay,,9/7/2006,0,6.3,7,0.45,0.9,23,,70,0:00,S. Poe,,,21.11111111,2006 +Bay,,9/21/2006,0,6.3,7,0.5,0.7,19,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,10/5/2006,0,7,7,0.4,0.7,22,,73,0:00,S. Poe,,,22.77777778,2006 +Bay,,10/19/2006,8,0.1,7,0.4,0.7,18,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,11/6/2006,0,7.6,6.5,0.3,0.3,11,,60,0:00,S. Poe,,,15.55555556,2006 +Bay,,11/16/2006,0,7.7,6.5,0.6,0.9,18,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,11/30/2006,0,6.3,6.5,0.5,0.7,14,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,12/14/2006,0,8,6.5,0.4,0.4,13,,50,0:00,S. Poe,,,10,2006 +A,,1/4/2007,0,,6.5,0.6,0.9,14,,56,0:00,Not Recorded,,,13.33333333,2007 +A,,1/18/2007,0,9.8,7,0.7,0.7,7,,47,0:00,Not Recorded,,,8.333333333,2007 +A,,2/2/2007,0,,7,0.7,0.7,5,,43,0:00,Not Recorded,,,6.111111111,2007 +A,,2/15/2007,0,8.8,7,1,1,5,,26,0:00,Not Recorded,,,-3.333333333,2007 +A,,3/1/2007,,,7,0.8,0.9,11,,48,0:00,Not Recorded,,,8.888888889,2007 +A,,4/6/2007,0,,7,0.6,0.9,15,,47,0:00,Not Recorded,,,8.333333333,2007 +A,,4/19/2007,0,,7,0.7,0.8,13,,52,0:00,Not Recorded,,,11.11111111,2007 +A,,5/3/2007,0,,6.5,0.6,0.9,19,,59,0:00,Not Recorded,,,15,2007 +A,,5/31/2007,0,,7,0.5,0.5,26,,75,0:00,Not Recorded,,,23.88888889,2007 +A,,6/14/2007,0,,6.5,0.9,0.9,23,,67,0:00,Not Recorded,,,19.44444444,2007 +A,,7/5/2007,0,,7.5,0.9,1,28,,74,0:00,Not Recorded,,,23.33333333,2007 +A,,7/19/2007,0,,7,0.8,1,30,,82,0:00,Not Recorded,,,27.77777778,2007 +A,,8/2/2007,0,3.7,7,0.5,0.75,30,,79,0:00,Not Recorded,,,26.11111111,2007 +A,,8/21/2007,0,,6.5,0.5,0.8,28,,82,0:00,Not Recorded,,,27.77777778,2007 +A,,9/6/2007,0,2.3,7,0.8,0.8,26,,81,0:00,Not Recorded,,,27.22222222,2007 +A,,9/27/2007,0,,7.5,0.5,0.9,25,,73,0:00,Not Recorded,,,22.77777778,2007 +A,,10/11/2007,0,,7,0.2,1,27,,66,0:00,Not Recorded,,,18.88888889,2007 +A,,10/18/2007,0,3.8,,0.3,1,23,,70,0:00,Not Recorded,,,21.11111111,2007 +A,,11/1/2007,0,,7,0.65,1.1,28,,69,0:00,Not Recorded,,,20.55555556,2007 +A,,11/12/2007,0,3.9,7,0.8,1,13,,59,0:00,Not Recorded,,,15,2007 +A,,12/6/2007,0,,6.5,0.7,1.9,5,,37,0:00,Not Recorded,,,2.777777778,2007 +A,,12/20/2007,0,,6.5,0.5,1,7,,44,0:00,Not Recorded,,,6.666666667,2007 +B,,1/4/2007,0,,7,0.2,0.2,13,,56,0:00,Not Recorded,,,13.33333333,2007 +B,,1/18/2007,0,6.8,7,0.3,0.3,6,,47,0:00,Not Recorded,,,8.333333333,2007 +B,,2/2/2007,0,,7,0.3,0.3,5,,43,0:00,Not Recorded,,,6.111111111,2007 +B,,2/15/2007,0,10,6.5,0.2,0.2,2,,26,0:00,Not Recorded,,,-3.333333333,2007 +B,,3/1/2007,,,6.5,0.3,0.3,10,,48,0:00,Not Recorded,,,8.888888889,2007 +B,,3/21/2007,0,9.4,6.5,0.15,0.15,14,,51,0:00,Not Recorded,,,10.55555556,2007 +B,,4/6/2007,0,,7,0.3,0.3,13,,47,0:00,Not Recorded,,,8.333333333,2007 +B,,4/19/2007,0,8.1,6.5,0.2,0.2,13,,32,0:00,Not Recorded,,,0,2007 +B,,5/3/2007,0,,6.5,0.3,0.3,19,,59,0:00,Not Recorded,,,15,2007 +B,,5/24/2007,0,5.9,8.5,0.3,0.3,23,,66,0:00,Not Recorded,,,18.88888889,2007 +B,,5/31/2007,0,,7.5,0.3,0.3,25,,74,0:00,Not Recorded,,,23.33333333,2007 +B,,6/14/2007,0,,7,0.4,0.4,23,,67,0:00,Not Recorded,,,19.44444444,2007 +B,,7/5/2007,0,3.1,7.5,0.3,0.3,25,,73,0:00,Not Recorded,,,22.77777778,2007 +B,,7/19/2007,0,,7,0.3,0.3,30,,82,0:00,Not Recorded,,,27.77777778,2007 +B,,8/2/2007,0,2.6,6.5,0.25,0.25,29,,80,0:00,Not Recorded,,,26.66666667,2007 +B,,8/21/2007,0,,6.5,0.2,0.2,28,,82,0:00,Not Recorded,,,27.77777778,2007 +B,,9/6/2007,0,,8.5,0.1,0.2,30,,82,0:00,Not Recorded,,,27.77777778,2007 +B,,9/27/2007,0,,8,0.3,0.3,26,,74,0:00,Not Recorded,,,23.33333333,2007 +B,,10/11/2007,0,,7.5,0.3,0.3,23,,66,0:00,Not Recorded,,,18.88888889,2007 +B,,10/18/2007,0,4.9,,0.3,0.48,23,,70,0:00,Not Recorded,,,21.11111111,2007 +B,,11/1/2007,0,,7,0.2,0.2,28,,69,0:00,Not Recorded,,,20.55555556,2007 +B,,11/12/2007,0,6.2,7,0.4,0.4,12,,57,0:00,Not Recorded,,,13.88888889,2007 +B,,12/6/2007,0,,7,0.4,0.5,5,,37,0:00,Not Recorded,,,2.777777778,2007 +B,,12/20/2007,0,,6.5,0.5,0.5,8,,44,0:00,Not Recorded,,,6.666666667,2007 +C,,2/2/2007,0,9.3,8,0.2,0.2,5,,43,0:00,Not Recorded,,,6.111111111,2007 +C,,2/15/2007,0,,7,0.5,0.5,4,,26,0:00,Not Recorded,,,-3.333333333,2007 +C,,3/1/2007,,7.7,7,0.4,0.4,,,48,0:00,Not Recorded,,,8.888888889,2007 +C,,3/21/2007,0,,7,0.5,0.5,15,,52,0:00,Not Recorded,,,11.11111111,2007 +C,,4/6/2007,0,8.4,7,0.4,0.4,15,,47,0:00,Not Recorded,,,8.333333333,2007 +C,,4/19/2007,0,,7.5,0.45,0.45,13,,52,0:00,Not Recorded,,,11.11111111,2007 +C,,5/3/2007,0,5.8,7.5,0.4,0.4,19,,59,0:00,Not Recorded,,,15,2007 +C,,5/24/2007,0,,8.5,0.2,0.2,24,,66,0:00,Not Recorded,,,18.88888889,2007 +C,,5/31/2007,0,,8.5,0.1,0.1,26,,74,0:00,Not Recorded,,,23.33333333,2007 +C,,6/14/2007,1,5.1,8,0.3,0.3,21,,67,,Not Recorded,,,19.44444444,2007 +C,,7/5/2007,0,,7.5,0.5,0.5,26,,74,0:00,Not Recorded,,,23.33333333,2007 +C,,7/19/2007,0,4.3,6.7,0.3,0.3,,,82,0:00,Not Recorded,,,27.77777778,2007 +C,,8/2/2007,0,,9,0.4,0.4,30,,81,0:00,Not Recorded,,,27.22222222,2007 +C,,8/21/2007,0,4.5,7,0.3,0.3,28,,81,0:00,Not Recorded,,,27.22222222,2007 +C,,9/6/2007,0,,8.5,0.15,0.15,27,,83,0:00,Not Recorded,,,28.33333333,2007 +C,,9/27/2007,0,2,,0.4,0.4,25,,73,0:00,Not Recorded,,,22.77777778,2007 +C,,10/11/2007,0,4.3,7,0.3,0.3,21,,66,0:00,Not Recorded,,,18.88888889,2007 +C,,10/18/2007,0,,,0.3,0.3,23,,70,0:00,Not Recorded,,,21.11111111,2007 +C,,11/1/2007,0,5.3,7,0.35,0.35,28,,68,0:00,Not Recorded,,,20,2007 +C,,11/12/2007,,,7.5,0.3,0.3,16,,56,0:00,Not Recorded,,,13.33333333,2007 +C,,12/6/2007,0,6.2,7,0.5,0.75,5,,37,0:00,Not Recorded,,,2.777777778,2007 +C,,12/20/2007,0,5.2,6.5,0.6,0.65,7,,40,0:00,Not Recorded,,,4.444444444,2007 +D,,1/4/2007,0,7.6,5,1.2,1.6,54,,12,0:00,Not Recorded,,,-11.11111111,2007 +D,,1/18/2007,0,,6,0.9,0.9,7,,57,0:00,Not Recorded,,,13.88888889,2007 +D,,2/2/2007,0,10,6.5,2,2,5,,43,0:00,Not Recorded,,,6.111111111,2007 +D,,2/15/2007,0,,6.5,1.9,1.9,4,,26,0:00,Not Recorded,,,-3.333333333,2007 +D,,3/1/2007,,8.8,6,1.4,1.4,10,,50,0:00,Not Recorded,,,10,2007 +D,,4/6/2007,0,7.1,6,1,1.3,14,,46,0:00,Not Recorded,,,7.777777778,2007 +D,,4/19/2007,0,,6.5,1,1.3,12,,52,0:00,Not Recorded,,,11.11111111,2007 +D,,5/3/2007,0,5.9,6.5,0.9,2,20,,59,0:00,Not Recorded,,,15,2007 +D,,5/31/2007,0,,6.5,1,1.1,27,,74,0:00,Not Recorded,,,23.33333333,2007 +D,,6/14/2007,0,5.9,6.5,0.9,1.1,21,,67,0:00,Not Recorded,,,19.44444444,2007 +D,,7/5/2007,0,3.9,6.5,0.5,0.9,24,,82,0:00,Not Recorded,,,27.77777778,2007 +D,,7/19/2007,0,5.2,,0.8,0.9,29,,80,0:00,Not Recorded,,,26.66666667,2007 +D,,8/2/2007,0,,7.5,0.8,1.1,31,,81,0:00,Not Recorded,,,27.22222222,2007 +D,,8/21/2007,0,5.7,7,0.7,0.9,28,,80,0:00,Not Recorded,,,26.66666667,2007 +D,,9/6/2007,0,,8.5,0.75,0.9,28,,83,0:00,Not Recorded,,,28.33333333,2007 +D,,9/27/2007,0,4.1,8.5,0.5,0.8,26,,73,0:00,Not Recorded,,,22.77777778,2007 +D,,10/11/2007,0,3.3,7,0.6,0.9,22,,66,0:00,Not Recorded,,,18.88888889,2007 +D,,10/18/2007,0,,,0.75,0.85,23,,70,0:00,Not Recorded,,,21.11111111,2007 +D,,11/1/2007,0,5.9,7,0.75,1,28,,68,0:00,Not Recorded,,,20,2007 +D,,11/12/2007,,,7,0.8,1.1,18,,56,0:00,Not Recorded,,,13.33333333,2007 +D,,12/6/2007,0,8.7,7,1,1,5,,37,0:00,Not Recorded,,,2.777777778,2007 +D,,12/20/2007,0,6.3,6,1.1,1.1,7,,40,0:00,Not Recorded,,,4.444444444,2007 +Bay,,1/4/2007,0,9,6.5,0.6,0.6,12,,54,0:00,S. Poe,,,12.22222222,2007 +Bay,,1/18/2007,0,10.1,6.5,0.2,0.2,6,,47,0:00,S. Poe,,,8.333333333,2007 +Bay,,2/2/2007,0,8.1,6.5,0.45,0.45,5,,42,0:00,S. Poe,,,5.555555556,2007 +Bay,,2/15/2007,0,9.3,6.5,0.3,0.3,3,,26,0:00,S. Poe,,,-3.333333333,2007 +Bay,,3/1/2007,,7.2,6.5,0.3,0.4,9,,48,0:00,S. Poe,,,8.888888889,2007 +Bay,,3/21/2007,0,8.7,6.5,0.3,0.37,11,,51,0:00,S. Poe,,,10.55555556,2007 +Bay,,4/6/2007,0,9.9,6.5,0.4,0.45,11,,46,0:00,S. Poe,,,7.777777778,2007 +Bay,,4/19/2007,0,8.7,6.5,0.1,0.2,13,,57,0:00,S. Poe,,,13.88888889,2007 +Bay,,5/3/2007,0,7.2,6.5,0.4,0.7,19,,59,0:00,S. Poe,,,15,2007 +Bay,,5/24/2007,0,6.9,7,0.5,0.6,20,,65,0:00,S. Poe,,,18.33333333,2007 +Bay,,5/31/2007,0,,6.5,0.45,0.65,24,,74,0:00,S. Poe,,,23.33333333,2007 +Bay,,6/14/2007,0,8.8,6.5,7.4,7.4,20,,67,0:00,S. Poe,,,19.44444444,2007 +Bay,,7/5/2007,0,,7.5,0.9,1,28,,74,0:00,S. Poe,,,23.33333333,2007 +Bay,,7/19/2007,0,4.7,7,0.3,0.7,27,,80,0:00,S. Poe,,,26.66666667,2007 +Bay,,8/2/2007,0,3.2,8,0.45,0.55,28,,78,0:00,S. Poe,,,25.55555556,2007 +Bay,,8/21/2007,0,5.1,7.5,0.4,0.8,26,,80,0:00,S. Poe,,,26.66666667,2007 +Bay,,9/6/2007,0,4.2,8.5,0.5,0.65,25,,81,0:00,S. Poe,,,27.22222222,2007 +Bay,,9/27/2007,0,3.2,8,0.5,0.9,25,,73,0:00,S. Poe,,,22.77777778,2007 +Bay,,10/11/2007,0,3.2,7,0.4,0.7,23,,65,0:00,S. Poe,,,18.33333333,2007 +Bay,,10/18/2007,0,4.2,,0.4,0.8,21,,70,0:00,S. Poe,,,21.11111111,2007 +Bay,,11/1/2007,0,3.7,7,0.4,0.7,28,,68,0:00,S. Poe,,,20,2007 +Bay,,11/12/2007,0,4.1,7,0.55,0.6,13,,57,0:00,S. Poe,,,13.88888889,2007 +Bay,,12/6/2007,0,6.8,7,0.25,0.25,5,,37,0:00,S. Poe,,,2.777777778,2007 +Bay,,12/20/2007,0,6.3,7,0.4,0.6,6,,39,0:00,S. Poe,,,3.888888889,2007 +A,,1/3/2008,0,,6.5,1,1.3,4,,29,0:00,Not Recorded,,,-1.666666667,2008 +A,,1/17/2008,1,,6.5,1.2,1.3,6,,42,0:00,Not Recorded,,,5.555555556,2008 +A,,2/7/2008,0,,6.5,0.2,0.9,15,,61,0:00,Not Recorded,,,16.11111111,2008 +A,,2/19/2008,0,5.1,6.5,0.7,2.1,12,,46,0:00,Not Recorded,,,7.777777778,2008 +A,,3/7/2008,0,,6.5,0.9,0.9,4,,45,0:00,Not Recorded,,,7.222222222,2008 +A,,3/21/2008,0,4.8,6.5,0.8,1.5,15,,48,0:00,Not Recorded,,,8.888888889,2008 +A,,4/3/2009,0,,7,0.5,1.2,14,,48,0:00,Not Recorded,,,8.888888889,2009 +A,,4/17/2008,0,4,6.5,0.5,1.2,16,,59,0:00,Not Recorded,,,15,2008 +A,,5/22/2008,0,4.3,7,0.6,1,22,,67,0:00,Not Recorded,,,19.44444444,2008 +A,,6/5/2008,0,,8.2,0.6,0.8,28,,79,0:00,Not Recorded,,,26.11111111,2008 +A,,6/19/2008,1,5.2,7,0.6,0.7,27,,,N/A,Not Recorded,,,-17.77777778,2008 +A,,7/3/2008,1,,7,0.8,0.1,29,,86,0:00,Not Recorded,,,30,2008 +A,,7/21/2008,1,3.8,6.5,0.7,1.3,32,,85,0:00,Not Recorded,,,29.44444444,2008 +A,,8/7/2008,0,,6.5,0.6,1,29,,80,0:00,Not Recorded,,,26.66666667,2008 +A,,8/21/2008,,,6.5,0.7,0.9,26,,75,0:00,Not Recorded,,,23.88888889,2008 +A,,9/9/2008,1,,,0.5,1,28,,74,0:00,Not Recorded,,,23.33333333,2008 +A,,9/23/2008,1,6.6,7,0.5,0.5,20,,68,0:00,Not Recorded,,,20,2008 +A,,10/9/2008,0,,6.5,0.8,1,21.5,,70,0:00,Not Recorded,,,21.11111111,2008 +A,,10/28/2008,1,,7,0.9,0.9,13,,45,0:00,Not Recorded,,,7.222222222,2008 +A,,11/6/2008,1,6.8,6.5,0.8,0.85,15,,60,0:00,Not Recorded,,,15.55555556,2008 +A,,11/18/2008,1,,6.5,0.5,0.5,8.5,,42,0:00,Not Recorded,,,5.555555556,2008 +A,,12/4/2008,1,,6.5,1.6,1.7,8,,48,0:00,Not Recorded,,,8.888888889,2008 +A,,12/16/2008,1,,6.5,0.55,0.55,10,,49,0:00,Not Recorded,,,9.444444444,2008 +B,,1/3/2008,0,,7,0.4,0.4,0,,29,0:00,Not Recorded,,,-1.666666667,2008 +B,,1/17/2008,1,4.9,7,0.7,0.9,5,,42,0:00,Not Recorded,,,5.555555556,2008 +B,,2/7/2008,0,,7,0.45,0.45,15,,61,0:00,Not Recorded,,,16.11111111,2008 +B,,2/19/2008,0,6.2,,0.53,0.53,12,,47,0:00,Not Recorded,,,8.333333333,2008 +B,,3/7/2008,0,,7,,,5,,45,,Not Recorded,,,7.222222222,2008 +B,,3/21/2008,0,6.9,8,0.6,0.6,13,,49,0:00,Not Recorded,,,9.444444444,2008 +B,,4/3/2008,0,,8.5,0.2,0.6,14,,48,0:00,Not Recorded,,,8.888888889,2008 +B,,4/17/2008,0,5.3,8.5,0.55,0.55,13,,59,0:00,Not Recorded,,,15,2008 +B,,5/8/2008,0,,6.5,0.3,1,22,,70,0:00,Not Recorded,,,21.11111111,2008 +B,,5/22/2008,0,5.2,7,0.4,0.4,22,,68,0:00,Not Recorded,,,20,2008 +B,,6/5/2008,0,,8,0.4,0.4,27,,79,0:00,Not Recorded,,,26.11111111,2008 +B,,6/19/2008,1,5.9,7.5,0.2,0.4,26,,,N/A,Not Recorded,,,-17.77777778,2008 +B,,7/3/2008,1,,7,0.3,0.3,28,,87,0:00,Not Recorded,,,30.55555556,2008 +B,,7/21/2008,1,2.8,7.5,2.5,2.5,30,,85,0:00,Not Recorded,,,29.44444444,2008 +B,,8/7/2008,0,,8.5,0.35,0.35,28,,80,0:00,Not Recorded,,,26.66666667,2008 +B,,8/21/2008,,,7,0.2,0.2,26,,75,0:00,Not Recorded,,,23.88888889,2008 +B,,9/9/2008,1,,,0.2,0.2,28,,74,0:00,Not Recorded,,,23.33333333,2008 +B,,9/23/2008,2,3.9,7,0.1,0.2,20,,68,0:00,Not Recorded,,,20,2008 +B,,10/9/2008,0,,6.5,0.2,0.3,21,,70,0:00,Not Recorded,,,21.11111111,2008 +B,,10/28/2008,1,,7.5,0.3,0.3,11,,45,0:00,Not Recorded,,,7.222222222,2008 +B,,11/6/2008,3,7,7.5,0.3,0.3,15,,60,0:00,Not Recorded,,,15.55555556,2008 +B,,11/18/2008,1,,7,0.4,0.5,7,,42,0:00,Not Recorded,,,5.555555556,2008 +B,,12/4/2008,0,,,0.4,0.4,8,,47,0:00,Not Recorded,,,8.333333333,2008 +B,,12/16/2008,1,,7,0.6,0.6,11,,49,0:00,Not Recorded,,,9.444444444,2008 +C,,1/3/2008,0,,7,0.65,0.7,0,,29,0:00,Not Recorded,,,-1.666666667,2008 +C,,1/17/2008,1,,7,0.6,0.6,5,,42,0:00,Not Recorded,,,5.555555556,2008 +C,,2/7/2008,0,4.3,7,0.7,0.7,16,,61,0:00,Not Recorded,,,16.11111111,2008 +C,,2/19/2008,0,,7,0.7,0.7,12,,48,0:00,Not Recorded,,,8.888888889,2008 +C,,3/7/2008,0,5.2,7,0.6,0.6,4,,45,0:00,Not Recorded,,,7.222222222,2008 +C,,3/21/2008,0,,8,0.5,0.5,14,,49,0:00,Not Recorded,,,9.444444444,2008 +C,,4/3/2008,0,6.5,7,0.3,0.5,13,,48,0:00,Not Recorded,,,8.888888889,2008 +C,,5/8/2008,0,2.3,7,0.4,0.6,20,,70,0:00,Not Recorded,,,21.11111111,2008 +C,,5/22/2008,0,,7,0.45,0.6,22,,68,0:00,Not Recorded,,,20,2008 +C,,6/5/2008,0,5.4,8,0.25,0.4,29,,78,0:00,Not Recorded,,,25.55555556,2008 +C,,6/19/2008,2,,8.5,0.25,0.5,27,,,N/A,Not Recorded,,,-17.77777778,2008 +C,,7/3/2008,1,5.1,7,0.4,0.4,29,,87,0:00,Not Recorded,,,30.55555556,2008 +C,,7/21/2008,1,,8,0.3,0.4,31,,85,0:00,Not Recorded,,,29.44444444,2008 +C,,8/7/2008,2,,7,0.35,0.35,28,,80,0:00,Not Recorded,,,26.66666667,2008 +C,,8/21/2008,,5.5,8,0.2,0.2,5.5,,75,0:00,Not Recorded,,,23.88888889,2008 +C,,9/9/2008,1,3.1,7.5,0.2,0.2,28,,74,0:00,Not Recorded,,,23.33333333,2008 +C,,9/23/2008,1,,8,0.1,0.1,21,,68,0:00,Not Recorded,,,20,2008 +C,,10/9/2008,0,3.9,8,0.2,0.2,21,,70,0:00,Not Recorded,,,21.11111111,2008 +C,,10/28/2008,1,6.3,8,0.4,0.5,10,,45,0:00,Not Recorded,,,7.222222222,2008 +C,,11/6/2008,2,,7.5,0.3,0.3,15,,60,0:00,Not Recorded,,,15.55555556,2008 +C,,11/18/2008,1,6.3,7,0.5,0.5,8,,41,0:00,Not Recorded,,,5,2008 +C,,12/4/2008,0,7.1,6,0.9,1.5,8,,47,0:00,Not Recorded,,,8.333333333,2008 +C,,12/16/2008,1,6.4,7.5,0.3,0.5,10,,49,0:00,Not Recorded,,,9.444444444,2008 +D,,1/3/2008,0,,6.5,0.8,0.9,3,,29,0:00,Not Recorded,,,-1.666666667,2008 +D,,1/17/2008,1,5.1,6.5,0.9,1.3,6,,42,0:00,Not Recorded,,,5.555555556,2008 +D,,2/7/2008,0,6.5,6.5,1.9,1.9,15,,62,0:00,Not Recorded,,,16.66666667,2008 +D,,2/19/2008,0,,6.5,1.2,1.3,12,,48,0:00,Not Recorded,,,8.888888889,2008 +D,,3/7/2008,0,8.1,6.5,1.2,2,4,,45,0:00,Not Recorded,,,7.222222222,2008 +D,,3/21/2008,0,,6.5,0.9,1.5,13,,49,0:00,Not Recorded,,,9.444444444,2008 +D,,4/3/2008,0,7,6.5,0.7,1.3,12,,47,0:00,Not Recorded,,,8.333333333,2008 +D,,4/17/2008,0,,6.5,0.95,1.2,25,,60,0:00,Not Recorded,,,15.55555556,2008 +D,,5/8/2008,0,2.2,6,0.3,1.5,20,,70,0:00,Not Recorded,,,21.11111111,2008 +D,,5/22/2008,0,,6.5,0.6,1.5,22,,68,0:00,Not Recorded,,,20,2008 +D,,6/5/2008,0,5,7,0.7,1.3,28,,83,0:00,Not Recorded,,,28.33333333,2008 +D,,6/19/2008,1,,6.5,0.5,1.3,25,,,N/A,Not Recorded,,,-17.77777778,2008 +D,,7/3/2008,1,4.6,7,0.6,1.2,27,,83,0:00,Not Recorded,,,28.33333333,2008 +D,,7/21/2008,1,,7.5,0.9,1.2,32,,85,0:00,Not Recorded,,,29.44444444,2008 +D,,8/7/2008,0,5,6.5,0.7,1.2,28,,79,0:00,Not Recorded,,,26.11111111,2008 +D,,8/21/2008,,5.1,6.5,0.6,1.3,26,,75,0:00,Not Recorded,,,23.88888889,2008 +D,,9/9/2008,1,6,6.5,0.7,1.2,27,,73,0:00,Not Recorded,,,22.77777778,2008 +D,,9/23/2008,0,,7,0.1,0.15,20,,68,0:00,Not Recorded,,,20,2008 +D,,10/9/2008,0,6,6.5,1,1.4,21,,69,0:00,Not Recorded,,,20.55555556,2008 +D,,10/28/2008,1,8.1,6.5,1.2,1.4,12,,45,0:00,Not Recorded,,,7.222222222,2008 +D,,11/6/2008,2,,6.5,1,1.2,15,,60,0:00,Not Recorded,,,15.55555556,2008 +D,,11/18/2008,1,6,6.5,0.7,1.4,10,,41,0:00,Not Recorded,,,5,2008 +D,,12/4/2008,0,,6.5,0.35,0.35,7,,47,0:00,Not Recorded,,,8.333333333,2008 +D,,12/16/2008,1,6.4,6.5,0.7,1.5,11,,49,0:00,Not Recorded,,,9.444444444,2008 +Bay,,1/3/2008,0,,7,0.2,0.4,1,,29,,S. Poe,,,-1.666666667,2008 +Bay,,1/17/2008,1,7.1,7,0.3,0.3,6,,42,0:00,S. Poe,,,5.555555556,2008 +Bay,,2/7/2008,0,3,7,0.2,0.8,15,,61,0:00,S. Poe,,,16.11111111,2008 +Bay,,2/19/2008,0,5.3,7,0.3,0.7,11,,45,0:00,S. Poe,,,7.222222222,2008 +Bay,,3/7/2008,0,4,7,0.3,0.7,5,,45,0:00,S. Poe,,,7.222222222,2008 +Bay,,3/21/2008,0,7.5,7,0.2,0.7,12,,48,0:00,S. Poe,,,8.888888889,2008 +Bay,,4/3/2008,1,7.9,7,0.3,0.4,12,,47,0:00,S. Poe,,,8.333333333,2008 +Bay,,4/17/2008,0,6.4,7,0.25,0.25,12,,59,0:00,S. Poe,,,15,2008 +Bay,,5/8/2008,0,5.3,7,0.3,1,20,,70,0:00,S. Poe,,,21.11111111,2008 +Bay,,5/22/2008,0,,7,0.6,0.85,19,,67,0:00,S. Poe,,,19.44444444,2008 +Bay,,6/5/2008,0,4.9,7.2,0.6,0.88,26,,83,0:00,S. Poe,,,28.33333333,2008 +Bay,,6/19/2008,4,6.2,7,0.5,0.6,24.5,,75,0:00,S. Poe,,,23.88888889,2008 +Bay,,7/3/2008,1,7.3,8,0.4,0.4,26,,81,0:00,S. Poe,,,27.22222222,2008 +Bay,,7/21/2008,2,5.6,8.5,0.6,0.7,28,,83,0:00,S. Poe,,,28.33333333,2008 +Bay,,8/7/2008,3,6.6,8,0.7,0.7,26,,78,0:00,S. Poe,,,25.55555556,2008 +Bay,,8/21/2008,,5.9,8,0.6,0.6,23,,75,0:00,S. Poe,,,23.88888889,2008 +Bay,,9/9/2008,2,4.5,6,0.7,0.825,25,,73,0:00,S. Poe,,,22.77777778,2008 +Bay,,9/23/2008,3,3.7,8,1,1,20,,68,0:00,S. Poe,,,20,2008 +Bay,,10/9/2008,0,5.3,7,0.5,0.6,20,,68,0:00,S. Poe,,,20,2008 +Bay,,10/28/2008,3,7,7.5,0.7,0.9,11,,45,0:00,S. Poe,,,7.222222222,2008 +Bay,,11/6/2008,3,5.9,7,0.2,0.3,20,,59,0:00,S. Poe,,,15,2008 +Bay,,11/18/2008,1,9.3,7,0.7,0.7,9,,41,0:00,S. Poe,,,5,2008 +Bay,,12/4/2008,1,6.6,7,0.7,0.7,7,,47,0:00,S. Poe,,,8.333333333,2008 +Bay,,12/16/2008,1,5.6,6.5,0.6,0.85,12,,49,0:00,S. Poe,,,9.444444444,2008 +A,,1/8/2009,,,6.5,0.7,0.7,0.9,,43.7,16:48,Not Recorded,,,6.5,2009 +A,,1/27/2009,0,6.9,6.5,0.5,0.8,4,,38,0:00,Not Recorded,,,3.333333333,2009 +A,,2/5/2009,0,,6.5,0.4,0.4,2,,26,0:00,Not Recorded,,,-3.333333333,2009 +A,,2/19/2009,0,5.2,6.5,0.8,0.9,10,,55,0:00,Not Recorded,,,12.77777778,2009 +A,,3/5/2009,,,6.5,0.75,0.75,8,,40,0:00,Not Recorded,,,4.444444444,2009 +A,,3/17/2009,,7.1,6.5,0.6,8.5,9,,46,0:00,Not Recorded,,,7.777777778,2009 +A,,4/5/2009,0,,7,0.5,0.8,15,,48,0:00,Not Recorded,,,8.888888889,2009 +A,,4/21/2009,0,3.7,6.5,0.4,0.6,19,,61,0:00,Not Recorded,,,16.11111111,2009 +A,,5/7/2009,0,,6.5,0.4,0.6,22,,69,0:00,Not Recorded,,,20.55555556,2009 +A,,5/21/2009,0,4.1,7,0.5,0.7,21,,61,0:00,Not Recorded,,,16.11111111,2009 +A,,6/2/2009,0,,7,0.5,0.5,27,,76,0:00,Not Recorded,,,24.44444444,2009 +A,,6/23/2009,0,4.2,7,0.5,0.5,16,,73,0:00,Not Recorded,,,22.77777778,2009 +A,,7/7/2009,0,,6.5,0.6,0.6,28,,76,0:00,Not Recorded,,,24.44444444,2009 +A,,7/21/2009,0,3.2,6.5,0.45,0.45,27,,72,0:00,Not Recorded,,,22.22222222,2009 +A,,8/4/2009,0,,6.5,0.5,0.5,30,,82,0:00,Not Recorded,,,27.77777778,2009 +A,,8/20/2009,0,3.5,6.5,0.5,0.5,29,,80,0:00,Not Recorded,,,26.66666667,2009 +A,,9/1/2009,0,,6.5,0.3,0.6,23,,70,0:00,Not Recorded,,,21.11111111,2009 +A,,9/17/2009,0,1.9,6.5,0.3,0.6,24,,70,0:00,Not Recorded,,,21.11111111,2009 +A,,10/1/2009,0,,6.5,0.5,0.7,20,,69,0:00,Not Recorded,,,20.55555556,2009 +A,,10/20/2009,0,6.3,6.5,0.5,0.5,14,,42,0:00,Not Recorded,,,5.555555556,2009 +A,,11/5/2009,0,5.9,,0.5,0.5,16,,60,0:00,Not Recorded,,,15.55555556,2009 +A,,11/20/2009,0,,6.5,0.5,0.8,15,,58,0:00,Not Recorded,,,14.44444444,2009 +A,,12/1/2009,0,6.4,6.5,0.7,0.7,12,,46,0:00,Not Recorded,,,7.777777778,2009 +A,,12/15/2009,1,,6.5,0.5,0.8,11,,51,0:00,Not Recorded,,,10.55555556,2009 +B,,1/8/2009,,,6.5,0.5,0.5,8,,43,0:00,Not Recorded,,,6.111111111,2009 +B,,1/27/2009,0,8,7,0.3,0.3,4,,38,0:00,Not Recorded,,,3.333333333,2009 +B,,2/5/2009,0,,7,0.4,0.4,1,,26,0:00,Not Recorded,,,-3.333333333,2009 +B,,2/19/2009,0,8,7,0.25,0.25,10,,55,0:00,Not Recorded,,,12.77777778,2009 +B,,3/5/2009,0,,7,0.2,0.2,8,,40,0:00,Not Recorded,,,4.444444444,2009 +B,,3/17/2009,,8.6,7,0.45,0.45,9,,44,0:00,Not Recorded,,,6.666666667,2009 +B,,4/5/2009,0,,7.5,0.2,0.2,13,,48,0:00,Not Recorded,,,8.888888889,2009 +B,,4/21/2009,0,5.3,8,0.4,0.6,21,,62,0:00,Not Recorded,,,16.66666667,2009 +B,,5/7/2009,0,,7,0.1,0.3,22,,69,0:00,Not Recorded,,,20.55555556,2009 +B,,5/21/2009,0,4.8,9,0.1,0.3,20,,61,0:00,Not Recorded,,,16.11111111,2009 +B,,6/2/2009,0,,7,0.9,0.9,28,,76,0:00,Not Recorded,,,24.44444444,2009 +B,,6/23/2009,0,0.8,8.5,0.2,0.2,27,,73,0:00,Not Recorded,,,22.77777778,2009 +B,,7/7/2009,0,,7,0.2,0.2,27,,76,0:00,Not Recorded,,,24.44444444,2009 +B,,7/21/2009,0,1.8,7,0.5,0.5,25,,72,0:00,Not Recorded,,,22.22222222,2009 +B,,8/4/2009,0,,7.5,0.28,0.28,30,,82,0:00,Not Recorded,,,27.77777778,2009 +B,,8/20/2009,0,4.3,7.5,0.4,0.4,29,,81,0:00,Not Recorded,,,27.22222222,2009 +B,,9/1/2009,0,,7.5,0.5,0.6,21,,70,0:00,Not Recorded,,,21.11111111,2009 +B,,9/17/2009,0,1.1,6.5,0.1,0.6,24,,78,0:00,Not Recorded,,,25.55555556,2009 +B,,10/1/2009,0,,6.5,0.5,0.5,20,,69,0:00,Not Recorded,,,20.55555556,2009 +B,,10/20/2009,0,6.8,7,0.5,0.5,13,,58,0:00,Not Recorded,,,14.44444444,2009 +B,,11/5/2009,0,,7,0.6,0.6,17,,60,0:00,Not Recorded,,,15.55555556,2009 +B,,11/20/2009,0,,6.5,0.48,0.48,16,,58,0:00,Not Recorded,,,14.44444444,2009 +B,,12/1/2009,0,5.3,7,0.58,0.58,10,,47,0:00,Not Recorded,,,8.333333333,2009 +B,,12/15/2009,1,,6.5,0.4,0.4,10,,51,0:00,Not Recorded,,,10.55555556,2009 +C,,1/8/2009,,5.9,6.5,0.5,0.5,8.5,,46,0:00,Not Recorded,,,7.777777778,2009 +C,,1/27/2009,0,,7,0.5,0.5,4,,38,0:00,Not Recorded,,,3.333333333,2009 +C,,2/5/2009,0,8.4,7,0.5,0.5,1,,26,0:00,Not Recorded,,,-3.333333333,2009 +C,,2/19/2009,0,,7,0.5,0.5,11,,55,0:00,Not Recorded,,,12.77777778,2009 +C,,3/5/2009,0,7.5,6.5,0.5,0.5,8,,40,0:00,Not Recorded,,,4.444444444,2009 +C,,3/17/2009,,,7,0.6,0.6,9,,44,0:00,Not Recorded,,,6.666666667,2009 +C,,4/5/2009,0,5.3,6.5,0.5,0.5,12,,48,0:00,Not Recorded,,,8.888888889,2009 +C,,4/21/2009,0,,8.5,0.35,0.35,20,,63,0:00,Not Recorded,,,17.22222222,2009 +C,,5/7/2009,0,6,,0.4,0.4,22,,70,N/A,Not Recorded,,,21.11111111,2009 +C,,5/21/2009,0,,8,0.4,0.4,20,,62,0:00,Not Recorded,,,16.66666667,2009 +C,,6/2/2009,,3.9,9,0.4,0.4,28,,75,0:00,Not Recorded,,,23.88888889,2009 +C,,6/23/2009,0,,9,0.4,0.8,30,,74,0:00,Not Recorded,,,23.33333333,2009 +C,,7/7/2009,0,4.2,6.5,0.35,0.35,26,,75,0:00,Not Recorded,,,23.88888889,2009 +C,,7/21/2009,0,,7,0.5,0.5,26,,73,0:00,Not Recorded,,,22.77777778,2009 +C,,8/4/2009,0,2.5,,0.4,0.4,28,,80,0:00,Not Recorded,,,26.66666667,2009 +C,,8/20/2009,0,,7.5,,,29,,81,0:00,Not Recorded,,,27.22222222,2009 +C,,9/1/2009,0,4.6,7.5,0.6,0.6,22,,70,0:00,Not Recorded,,,21.11111111,2009 +C,,10/1/2009,0,4.2,7,0.3,0.3,21,,69,0:00,Not Recorded,,,20.55555556,2009 +C,,10/20/2009,0,,7,0.25,0.25,14.5,,58,0:00,Not Recorded,,,14.44444444,2009 +C,,11/5/2009,0,,7.5,0.5,0.5,17,,60,0:00,Not Recorded,,,15.55555556,2009 +C,,11/20/2009,0,5.3,6.5,0.5,0.5,16,,58,0:00,Not Recorded,,,14.44444444,2009 +C,,12/1/2009,0,,6.5,0.5,0.5,12,,48,0:00,Not Recorded,,,8.888888889,2009 +C,,12/15/2009,2,6.3,6.5,0.67,0.67,11,,51,0:00,Not Recorded,,,10.55555556,2009 +D,,1/8/2009,,6.1,6.5,0.3,1.6,9,,46,0:00,Not Recorded,,,7.777777778,2009 +D,,1/27/2009,0,,6.5,0.6,1.5,4,,38,0:00,Not Recorded,,,3.333333333,2009 +D,,2/5/2009,0,9.7,6.5,0.7,1.4,2,,26,0:00,Not Recorded,,,-3.333333333,2009 +D,,2/19/2009,0,,6.5,1.9,2.5,9,,56,0:00,Not Recorded,,,13.33333333,2009 +D,,3/5/2009,0,8,7,0.9,1.6,,,40,0:00,Not Recorded,,,4.444444444,2009 +D,,3/17/2009,,,6.5,0.7,1.6,9,,44,0:00,Not Recorded,,,6.666666667,2009 +D,,4/5/2009,0,6.7,6.5,0.5,1.5,14,,48,0:00,Not Recorded,,,8.888888889,2009 +D,,4/21/2009,0,,6.5,0.7,1.6,18,,63,0:00,Not Recorded,,,17.22222222,2009 +D,,5/7/2009,0,5,7,0.6,1.7,23,,70,0:00,Not Recorded,,,21.11111111,2009 +D,,5/21/2009,0,,6.5,0.5,1.6,22,,62,0:00,Not Recorded,,,16.66666667,2009 +D,,6/2/2009,0,4,6.5,0.7,1.5,26,,73,N/A,Not Recorded,,,22.77777778,2009 +D,,6/23/2009,0,,6.5,0.7,1.6,27,,74,0:00,Not Recorded,,,23.33333333,2009 +D,,7/7/2009,0,4,6.5,1.6,1.7,26,,75,0:00,Not Recorded,,,23.88888889,2009 +D,,7/21/2009,0,,6.5,0.7,1.3,26,,73,0:00,Not Recorded,,,22.77777778,2009 +D,,8/4/2009,0,4.8,6.5,0.7,1.4,,,80,0:00,Not Recorded,,,26.66666667,2009 +D,,8/20/2009,0,,7.5,0.8,1.4,30,,81,0:00,Not Recorded,,,27.22222222,2009 +D,,9/1/2009,1,7.7,6,0.5,1.5,21,,70,0:00,Not Recorded,,,21.11111111,2009 +D,,9/17/2009,0,,6.5,0.5,2.6,23,,70,0:00,Not Recorded,,,21.11111111,2009 +D,,10/1/2009,0,3.8,6,1.6,1.7,20,,69,0:00,Not Recorded,,,20.55555556,2009 +D,,10/20/2009,0,,6.5,1.4,1.5,14,,58,0:00,Not Recorded,,,14.44444444,2009 +D,,11/5/2009,0,,6.5,0.1,1.5,16,,60,0:00,Not Recorded,,,15.55555556,2009 +D,,11/20/2009,0,6,6,0.8,1.6,15,,58,0:00,Not Recorded,,,14.44444444,2009 +D,,12/1/2009,0,,6,1.2,1.6,12,,48,0:00,Not Recorded,,,8.888888889,2009 +D,,12/15/2009,2,7.2,5.5,1.3,1.65,10,,51,0:00,Not Recorded,,,10.55555556,2009 +Bay,,1/8/2009,,6.1,7,0.15,0.7,8.5,,46,N/A,S. Poe,,,7.777777778,2009 +Bay,,1/27/2009,0,6.4,7,0.03,0.03,5,,38,0:00,S. Poe,,,3.333333333,2009 +Bay,,2/5/2009,1,9.1,7,0.3,0.3,2,,26,0:00,S. Poe,,,-3.333333333,2009 +Bay,,2/19/2009,1,9,7,3.5,3.5,12,,55,0:00,S. Poe,,,12.77777778,2009 +Bay,,3/5/2009,1,9,7,0.3,0.3,12,,40,0:00,S. Poe,,,4.444444444,2009 +Bay,,3/17/2009,,6.6,7,0.3,0.3,9,,46,0:00,S. Poe,,,7.777777778,2009 +Bay,,4/5/2009,0,7.5,7,0.3,0.8,15,,48,0:00,S. Poe,,,8.888888889,2009 +Bay,,4/21/2009,0,6.3,7,0.5,0.8,,,61,0:00,S. Poe,,,16.11111111,2009 +Bay,,5/7/2009,0,6.9,7,0.5,1.1,21,,69,0:00,S. Poe,,,20.55555556,2009 +Bay,,5/21/2009,0,8.1,8.5,0.03,0.03,19,,60,0:00,S. Poe,,,15.55555556,2009 +Bay,,6/2/2009,0,5.8,8.5,0.5,0.5,24,,73,0:00,S. Poe,,,22.77777778,2009 +Bay,,6/23/2009,0,6.6,9,0.7,0.7,24,,73,0:00,S. Poe,,,22.77777778,2009 +Bay,,7/7/2009,2,5.3,9,0.8,0.8,25,,75,0:00,S. Poe,,,23.88888889,2009 +Bay,,7/21/2009,1,3.1,8.5,0.65,0.65,25,,72,0:00,S. Poe,,,22.22222222,2009 +Bay,,8/4/2009,0,3.3,8.5,0.8,0.8,28,,80,0:00,S. Poe,,,26.66666667,2009 +Bay,,8/20/2009,0,3,7.5,0.8,0.8,27,,80,0:00,S. Poe,,,26.66666667,2009 +Bay,,9/1/2009,2,2.7,7,0.6,0.6,22,,70,0:00,S. Poe,,,21.11111111,2009 +Bay,,9/17/2009,2,4.1,7,0.8,0.8,24,,70,0:00,S. Poe,,,21.11111111,2009 +Bay,,10/1/2009,1,6.9,7,0.8,0.8,20,,69,0:00,S. Poe,,,20.55555556,2009 +Bay,,10/20/2009,0,2.3,7,0.4,0.4,12,,56,0:00,S. Poe,,,13.33333333,2009 +Bay,,11/5/2009,0,7.6,6.5,0.8,0.8,16,,60,0:00,S. Poe,,,15.55555556,2009 +Bay,,11/20/2009,2,7.2,7,0.7,0.9,16,,58,0:00,S. Poe,,,14.44444444,2009 +Bay,,12/1/2009,0,7.8,6.5,0.82,0.88,10,,46,0:00,S. Poe,,,7.777777778,2009 +Bay,,12/15/2009,,2,6.3,0.7,0.8,11,,51,0:00,S. Poe,,,10.55555556,2009 +A,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +A,,2/5/2010,,,6.5,0.7,0.9,5,,37,0:00,Not Recorded,,,2.777777778,2010 +A,,2/18/2010,,,6,0.9,1.1,5,,39,0:00,Not Recorded,,,3.888888889,2010 +A,,3/5/2010,0,,6.5,,,6,,40,0:00,Not Recorded,,,4.444444444,2010 +A,,3/16/2010,0,5.7,6,0.5,0.7,12,,44,0:00,Not Recorded,,,6.666666667,2010 +A,,4/6/2010,0,,6.5,0.7,0.8,21,,73,0:00,Not Recorded,,,22.77777778,2010 +A,,4/23/2010,0,4,6.5,0.5,0.6,18,,59,0:00,Not Recorded,,,15,2010 +A,,5/6/2010,0,,6.5,0.6,0.6,25,,76,0:00,Not Recorded,,,24.44444444,2010 +A,,5/19/2010,0,4.6,6.5,0.6,0.7,20,,59,0:00,Not Recorded,,,15,2010 +A,,6/1/2010,0,,6.5,0.5,0.5,26,,77,0:00,Not Recorded,,,25,2010 +A,,6/15/2010,0,4.5,6.5,0.5,0.5,29,,81,0:00,Not Recorded,,,27.22222222,2010 +A,,7/8/2010,0,,6.5,0.6,0.6,31,,82,0:00,Not Recorded,,,27.77777778,2010 +A,,7/20/2010,0,4.1,6.5,0.5,0.9,28,,84,0:00,Not Recorded,,,28.88888889,2010 +A,,8/3/2010,0,,7,0.1,0.4,29,,83,0:00,Not Recorded,,,28.33333333,2010 +A,,8/17/2010,0,4.2,6.5,0.8,0.9,28,,86,0:00,Not Recorded,,,30,2010 +A,,9/2/2010,0,,6.5,0.8,0.8,28,,77,0:00,Not Recorded,,,25,2010 +A,,9/22/2010,0,4,7.5,0.5,0.8,26,,75,0:00,Not Recorded,,,23.88888889,2010 +A,,10/14/2010,0,,6.5,0.2,0.9,20,,67,0:00,Not Recorded,,,19.44444444,2010 +A,,11/2/2010,0,,6.5,0.8,0.9,14,,55,0:00,Not Recorded,,,12.77777778,2010 +A,,11/16/2010,0,8.2,6.5,0.9,0.9,14,,60,0:00,Not Recorded,,,15.55555556,2010 +A,,12/7/2010,0,,7,4.5,4.5,3,,30,0:00,Not Recorded,,,-1.111111111,2010 +A,,12/21/2010,,,,,,,,31,0:00,Not Recorded,,,-0.555555556,2010 +B,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +B,,2/5/2010,,,,,,,,,N/A,Not Recorded,,,-17.77777778,2010 +B,,2/18/2010,,,,0.6,0.6,5,,38,0:00,Not Recorded,,,3.333333333,2010 +B,,3/5/2010,0,,6.5,0.6,0.6,7,,40,0:00,Not Recorded,,,4.444444444,2010 +B,,3/16/2010,0,8.1,7,0.55,0.6,11,,44,0:00,Not Recorded,,,6.666666667,2010 +B,,4/6/2010,0,,6.5,0.2,0.5,21,,73,0:00,Not Recorded,,,22.77777778,2010 +B,,4/23/2010,0,4,6.5,0.4,0.4,16,,60,0:00,Not Recorded,,,15.55555556,2010 +B,,5/6/2010,0,,7,0.4,0.45,25,,76,0:00,Not Recorded,,,24.44444444,2010 +B,,5/19/2010,0,5.2,7.5,0.4,0.4,16,,59,0:00,Not Recorded,,,15,2010 +B,,6/1/2010,0,,7,0.3,0.3,25,,77,0:00,Not Recorded,,,25,2010 +B,,6/15/2010,0,4.2,7,0.2,0.2,28,,81,0:00,Not Recorded,,,27.22222222,2010 +B,,7/8/2010,0,,7,0.4,0.4,31,,82,0:00,Not Recorded,,,27.77777778,2010 +B,,7/20/2010,0,3.7,7,0.4,0.4,29,,84,0:00,Not Recorded,,,28.88888889,2010 +B,,8/3/2010,0,,6.5,0.9,0.9,28,,83,0:00,Not Recorded,,,28.33333333,2010 +B,,8/17/2010,0,3.4,7,0.5,0.5,,,87,0:00,Not Recorded,,,30.55555556,2010 +B,,9/2/2010,0,,8,0.4,0.4,27,,77,0:00,Not Recorded,,,25,2010 +B,,9/22/2010,0,3.2,9,0.2,0.35,26,,75,0:00,Not Recorded,,,23.88888889,2010 +B,,10/14/2010,0,,6.5,0.2,0.3,19,,67,0:00,Not Recorded,,,19.44444444,2010 +B,,11/2/2010,0,,7,0.3,0.3,13,,55,0:00,Not Recorded,,,12.77777778,2010 +B,,11/16/2010,0,4.3,8.5,0.2,0.2,16,,60,0:00,Not Recorded,,,15.55555556,2010 +B,,12/7/2010,0,,6.5,0.3,0.7,1,,30,0:00,Not Recorded,,,-1.111111111,2010 +B,,12/21/2010,0,4.3,7,0.4,0.4,3,,31,0:00,Not Recorded,,,-0.555555556,2010 +C,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +C,,2/5/2010,,,6.5,0.8,0.8,5,,37,0:00,Not Recorded,,,2.777777778,2010 +C,,2/18/2010,,,6.5,0.95,0.95,5,,38,0:00,Not Recorded,,,3.333333333,2010 +C,,3/5/2010,0,9.5,6.5,0.6,0.6,7,,40,0:00,Not Recorded,,,4.444444444,2010 +C,,3/16/2010,0,,6.5,0.6,0.6,9,,44,0:00,Not Recorded,,,6.666666667,2010 +C,,4/6/2010,0,5.1,6.5,0.5,0.5,22,,72,0:00,Not Recorded,,,22.22222222,2010 +C,,4/23/2010,0,,6.5,0.4,0.4,18,,60,0:00,Not Recorded,,,15.55555556,2010 +C,,5/6/2010,0,4.9,6.5,0.3,0.3,24,,76,0:00,Not Recorded,,,24.44444444,2010 +C,,5/19/2010,0,,6.5,0.7,0.7,19,,60,0:00,Not Recorded,,,15.55555556,2010 +C,,6/1/2010,0,5.1,7,0.3,0.3,25,,77,0:00,Not Recorded,,,25,2010 +C,,6/15/2010,0,,7,0.3,0.3,29,,80,0:00,Not Recorded,,,26.66666667,2010 +C,,7/8/2010,0,5.2,7.5,0.4,0.4,30,,82,0:00,Not Recorded,,,27.77777778,2010 +C,,7/20/2010,0,,7,0.4,0.4,31,,85,0:00,Not Recorded,,,29.44444444,2010 +C,,8/3/2010,0,4.5,6.5,0.4,0.4,28,,83,0:00,Not Recorded,,,28.33333333,2010 +C,,8/17/2010,0,,7,0.2,0.4,29,,87,0:00,Not Recorded,,,30.55555556,2010 +C,,9/2/2010,0,2.3,7,0.6,0.6,27,,76,0:00,Not Recorded,,,24.44444444,2010 +C,,9/22/2010,0,,8,0.3,0.3,26,,75,0:00,Not Recorded,,,23.88888889,2010 +C,,11/2/2010,0,7.3,7.5,0.5,0.5,13,,55,0:00,Not Recorded,,,12.77777778,2010 +C,,11/16/2010,0,,8.5,0.5,0.5,15,,61,0:00,Not Recorded,,,16.11111111,2010 +C,,12/7/2010,0,8.8,7,0.5,0.5,2,,30,0:00,Not Recorded,,,-1.111111111,2010 +C,,12/21/2010,,,,,,,,31,0:00,Not Recorded,,,-0.555555556,2010 +D,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +D,,2/5/2010,,9.5,6.5,0.6,1.2,5,,39,0:00,Not Recorded,,,3.888888889,2010 +D,,2/18/2010,,,6,1.4,1.6,5,,38,0:00,Not Recorded,,,3.333333333,2010 +D,,3/5/2010,0,8.7,6.5,1.2,1.5,6,,40,0:00,Not Recorded,,,4.444444444,2010 +D,,3/16/2010,,,,,,,,,N/A,Not Recorded,,,-17.77777778,2010 +D,,4/6/2010,0,6.3,6,0.7,1.7,22,,72,0:00,Not Recorded,,,22.22222222,2010 +D,,4/23/2010,0,,6.5,0.8,1.7,17,,60,0:00,Not Recorded,,,15.55555556,2010 +D,,5/6/2010,0,5,6.5,0.8,1.5,25,,76,0:00,Not Recorded,,,24.44444444,2010 +D,,5/19/2010,0,,6.5,0.8,1.6,19,,60,0:00,Not Recorded,,,15.55555556,2010 +D,,6/1/2010,0,5.2,6,0.7,1.5,25,,77,0:00,Not Recorded,,,25,2010 +D,,6/15/2010,0,,6.5,0.6,1.4,28,,80,0:00,Not Recorded,,,26.66666667,2010 +D,,7/8/2010,0,5.2,6.5,0.7,1.2,31,,81,0:00,Not Recorded,,,27.22222222,2010 +D,,7/20/2010,0,,8,0.6,1.3,31,,85,0:00,Not Recorded,,,29.44444444,2010 +D,,8/3/2010,0,6,6.5,0.8,1.2,28,,82,0:00,Not Recorded,,,27.77777778,2010 +D,,8/17/2010,0,,7.5,0.9,1.2,31,,87,0:00,Not Recorded,,,30.55555556,2010 +D,,9/2/2010,0,2.7,6.5,0.85,1.2,26,,76,0:00,Not Recorded,,,24.44444444,2010 +D,,9/22/2010,0,,6.5,1,1.2,25,,76,0:00,Not Recorded,,,24.44444444,2010 +D,,10/14/2010,0,5.9,6.5,0.8,1.3,19,,68,0:00,Not Recorded,,,20,2010 +D,,11/2/2010,0,7.2,6.5,1,1.4,13,,55,0:00,Not Recorded,,,12.77777778,2010 +D,,11/16/2010,0,,6,1.2,1.3,,,61,0:00,Not Recorded,,,16.11111111,2010 +D,,12/7/2010,0,10.3,6,1.1,1.1,2,,30,0:00,Not Recorded,,,-1.111111111,2010 +D,,12/21/2010,0,,6.5,1.3,1.3,3,,31,0:00,Not Recorded,,,-0.555555556,2010 +Bay,,1/7/2010,0,7,6.5,,,4,,30,0:00,S. Poe,,,-1.111111111,2010 +Bay,,2/5/2010,,7,6.5,0.4,0.4,5,,39,0:00,S. Poe,,,3.888888889,2010 +Bay,,2/18/2010,,,6.5,0.2,0.65,4,,38,0:00,S. Poe,,,3.333333333,2010 +Bay,,3/5/2010,0,7.7,6.5,0.2,0.4,10,,40,0:00,S. Poe,,,4.444444444,2010 +Bay,,3/16/2010,0,7.9,6.5,0.3,0.8,10,,44,0:00,S. Poe,,,6.666666667,2010 +Bay,,4/6/2010,1,5.9,6.5,0.8,1,20,,72,0:00,S. Poe,,,22.22222222,2010 +Bay,,4/23/2010,1,6.7,6.5,0.6,0.6,16,,58,0:00,S. Poe,,,14.44444444,2010 +Bay,,5/6/2010,0,6.5,7,0.75,0.9,23,,76,0:00,S. Poe,,,24.44444444,2010 +Bay,,5/19/2010,0,7,6.5,0.5,0.6,17,,59,0:00,S. Poe,,,15,2010 +Bay,,6/1/2010,0,6.8,7,0.7,0.9,25,,77,0:00,S. Poe,,,25,2010 +Bay,,6/15/2010,0,5.4,7,0.5,0.5,28,,80,0:00,S. Poe,,,26.66666667,2010 +Bay,,7/8/2010,0,3.6,8.5,0.4,0.45,29,,81,0:00,S. Poe,,,27.22222222,2010 +Bay,,7/20/2010,0,3.9,7,0.7,1,27,,82,0:00,S. Poe,,,27.77777778,2010 +Bay,,8/3/2010,0,5.1,7,0.5,0.5,26,,82,0:00,S. Poe,,,27.77777778,2010 +Bay,,8/17/2010,0,3.1,8,0.5,0.9,27,,86,0:00,S. Poe,,,30,2010 +Bay,,9/2/2010,0,3.3,7,0.5,0.7,26,,76,0:00,S. Poe,,,24.44444444,2010 +Bay,,9/22/2010,0,5,8.5,0.6,0.8,26,,74,0:00,S. Poe,,,23.33333333,2010 +Bay,,10/14/2010,0,3.9,7.5,0.5,0.8,19,,,0:00,S. Poe,,,-17.77777778,2010 +Bay,,11/2/2010,0,5,7.5,0.4,0.4,12,,55,0:00,S. Poe,,,12.77777778,2010 +Bay,,11/16/2010,0,6.7,8,0.5,0.8,15,,60,0:00,S. Poe,,,15.55555556,2010 +Bay,,12/7/2010,0,5.7,7,0.3,0.5,4,,30,0:00,S. Poe,,,-1.111111111,2010 +Bay,,12/21/2010,0,6.7,7,0.1,0.3,,,31,0:00,S. Poe,,,-0.555555556,2010 +A,,1/4/2011,0,5.9,6.5,0.8,0.8,,,32,0:00,Not Recorded,,,0,2011 +A,,1/18/2011,0,,6.5,0.5,0.65,6,,40,0:00,Not Recorded,,,4.444444444,2011 +A,,2/8/2011,0,3.9,6.5,,,7,,46,0:00,Not Recorded,,,7.777777778,2011 +A,,3/3/2011,0,,7,,,8.5,,30,0:00,Not Recorded,,,-1.111111111,2011 +A,,3/24/2011,0,3,6.5,0.4,1,14,,48,0:00,Not Recorded,,,8.888888889,2011 +A,,4/14/2011,0,,6,0.2,0.6,18,,58,0:00,Not Recorded,,,14.44444444,2011 +A,,4/28/2011,0,4,6.5,0.3,0.3,24,,76,0:00,Not Recorded,,,24.44444444,2011 +A,,5/12/2011,0,,7.5,,,24,,66,0:00,Not Recorded,,,18.88888889,2011 +A,,5/26/2011,0,2.4,7.5,0.7,0.8,28,,79,0:00,Not Recorded,,,26.11111111,2011 +A,,6/9/2011,0,,7.5,0.6,0.9,29,,85,0:00,Not Recorded,,,29.44444444,2011 +A,,6/23/2011,0,5.7,7.5,0.5,0.8,27,,87,0:00,Not Recorded,,,30.55555556,2011 +A,,7/14/2011,0,,7,0.7,0.7,27,,76,0:00,Not Recorded,,,24.44444444,2011 +A,,7/28/2011,0,3.2,7.5,0.8,0.8,31,,87,0:00,Not Recorded,,,30.55555556,2011 +A,,8/11/2011,0,,7.5,0.6,0.6,29,,83,0:00,Not Recorded,,,28.33333333,2011 +A,,9/8/2011,0,5,6.5,0.5,0.8,27,,78,0:00,Not Recorded,,,25.55555556,2011 +A,,9/22/2011,0,,5,0.7,0.7,25,,78,0:00,Not Recorded,,,25.55555556,2011 +A,,10/13/2011,0,4,6.5,0.7,0.8,22,,75,0:00,Not Recorded,,,23.88888889,2011 +A,,10/27/2011,0,,7,0.8,0.9,17,,62,0:00,Not Recorded,,,16.66666667,2011 +A,,11/10/2011,0,8.6,,0.6,0.8,19,,60,0:00,Not Recorded,,,15.55555556,2011 +A,,11/22/2011,0,,7,0.5,0.9,19,,61,0:00,Not Recorded,,,16.11111111,2011 +A,,12/8/2011,0,8,7,0.8,0.9,12,,47,0:00,Not Recorded,,,8.333333333,2011 +A,,12/22/2011,0,,7,0.9,0.9,13,,60,0:00,Not Recorded,,,15.55555556,2011 +B,,1/4/2011,0,7.2,6.5,0.4,0.4,5,,32,0:00,Not Recorded,,,0,2011 +B,,1/18/2011,0,,7,0.5,0.5,5,,40,0:00,Not Recorded,,,4.444444444,2011 +B,,2/8/2011,0,3.6,7,,,9,,46,0:00,Not Recorded,,,7.777777778,2011 +B,,3/3/2011,0,,7,,,6,,40,0:00,Not Recorded,,,4.444444444,2011 +B,,3/24/2011,0,3.9,7,0.5,0.5,14,,48,0:00,Not Recorded,,,8.888888889,2011 +B,,4/14/2011,0,,7,2.5,3,19,,58,0:00,Not Recorded,,,14.44444444,2011 +B,,4/28/2011,0,,7,0.17,0.17,23,,76,0:00,Not Recorded,,,24.44444444,2011 +B,,5/12/2011,0,,8.5,,,23,,66,0:00,Not Recorded,,,18.88888889,2011 +B,,5/26/2011,0,1.5,,0.2,0.4,27,,79,0:00,Not Recorded,,,26.11111111,2011 +B,,6/9/2011,0,,8,0.3,0.3,30,,85,0:00,Not Recorded,,,29.44444444,2011 +B,,6/23/2011,0,5.8,8,0.3,0.3,27,,89,0:00,Not Recorded,,,31.66666667,2011 +B,,7/14/2011,0,,7,0.4,0.4,28,,76,0:00,Not Recorded,,,24.44444444,2011 +B,,7/28/2011,0,2.4,7,0.4,0.4,30,,85,0:00,Not Recorded,,,29.44444444,2011 +B,,8/11/2011,0,,7.5,0.3,0.3,30,,83,0:00,Not Recorded,,,28.33333333,2011 +B,,9/8/2011,0,3.1,6.5,0.1,0.2,27,,78,N/A,Not Recorded,,,25.55555556,2011 +B,,9/22/2011,0,,7,0.15,0.15,25,,78,0:00,Not Recorded,,,25.55555556,2011 +B,,10/13/2011,0,3,7,0.05,0.05,22,,75,0:00,Not Recorded,,,23.88888889,2011 +B,,10/27/2011,0,,7.5,0.4,0.4,16,,62,0:00,Not Recorded,,,16.66666667,2011 +B,,11/10/2011,0,7.9,7.5,0.2,0.2,19,,60,0:00,Not Recorded,,,15.55555556,2011 +B,,11/22/2011,0,,7.5,0.2,0.5,14,,61,0:00,Not Recorded,,,16.11111111,2011 +B,,12/8/2011,0,5,7,0.1,0.4,13,,47,0:00,Not Recorded,,,8.333333333,2011 +B,,12/22/2011,0,,7,0.3,0.3,14,,60,0:00,Not Recorded,,,15.55555556,2011 +C,,1/4/2011,0,,7,0.5,0.5,4,,32,0:00,Not Recorded,,,0,2011 +C,,1/18/2011,0,5.1,6.5,0.6,0.8,5,,40,0:00,Not Recorded,,,4.444444444,2011 +C,,2/8/2011,0,,7,,,10,,46,0:00,Not Recorded,,,7.777777778,2011 +C,,3/3/2011,0,3.9,7.5,,,7,,38,0:00,Not Recorded,,,3.333333333,2011 +C,,3/24/2011,0,,,,,,,48,0:00,Not Recorded,,,8.888888889,2011 +C,,4/14/2011,0,5.6,8,0.3,0.3,19,,58,0:00,Not Recorded,,,14.44444444,2011 +C,,4/28/2011,0,3.6,7,0.17,0.17,23,,76,0:00,Not Recorded,,,24.44444444,2011 +C,,5/12/2011,0,3.7,9,,,23,,66,0:00,Not Recorded,,,18.88888889,2011 +C,,5/26/2011,,,,,,,,80,N/A,Not Recorded,,,26.66666667,2011 +D,,1/4/2011,0,,6.5,1.3,1.3,4,,32,0:00,Not Recorded,,,0,2011 +D,,1/18/2011,0,10,6.5,1.4,1.4,6,,39,0:00,Not Recorded,,,3.888888889,2011 +D,,2/8/2011,0,,6.5,,,9,,46,0:00,Not Recorded,,,7.777777778,2011 +D,,3/3/2011,,5,6,,,8,,38,0:00,Not Recorded,,,3.333333333,2011 +D,,3/24/2011,0,,6.5,0.7,1.4,14,,48,0:00,Not Recorded,,,8.888888889,2011 +D,,4/14/2011,0,6.9,6.5,0.9,1.4,19,,58,0:00,Not Recorded,,,14.44444444,2011 +D,,4/28/2011,0,,6.5,0.7,1.3,23,,76,0:00,Not Recorded,,,24.44444444,2011 +D,,5/12/2011,0,3.7,6.5,,,19,,65,0:00,Not Recorded,,,18.33333333,2011 +D,,5/26/2011,0,,7.5,1.2,0.9,28,,80,0:00,Not Recorded,,,26.66666667,2011 +D,,6/9/2011,0,4.8,7,0.6,1.2,29,,85,0:00,Not Recorded,,,29.44444444,2011 +D,,6/23/2011,0,,8,0.6,1,28,,87,0:00,Not Recorded,,,30.55555556,2011 +D,,7/14/2011,0,5.6,6.5,0.8,1.1,27,,76,0:00,Not Recorded,,,24.44444444,2011 +D,,7/28/2011,0,,7,0.9,1.5,31,,86,0:00,Not Recorded,,,30,2011 +D,,8/11/2011,0,2,7,0.9,0.9,29,,82,N/A,Not Recorded,,,27.77777778,2011 +D,,9/8/2011,0,,6.5,1.4,1.5,27,,78,0:00,Not Recorded,,,25.55555556,2011 +D,,9/22/2011,0,4.6,6.5,0.6,1.4,25,,78,0:00,Not Recorded,,,25.55555556,2011 +D,,10/13/2011,0,,6,0.5,1.5,23,,75,0:00,Not Recorded,,,23.88888889,2011 +D,,10/27/2011,0,,6,0.7,1.4,17,,62,0:00,Not Recorded,,,16.66666667,2011 +D,,11/10/2011,0,,6.5,0.8,1.5,17,,60,0:00,Not Recorded,,,15.55555556,2011 +D,,11/22/2011,0,8,,0.8,0.9,15,,61,0:00,Not Recorded,,,16.11111111,2011 +D,,12/8/2011,0,,6.5,0.8,1.4,12,,47,0:00,Not Recorded,,,8.333333333,2011 +D,,12/22/2011,0,9.8,7,1,1.4,16,,60,0:00,Not Recorded,,,15.55555556,2011 +Bay,,1/4/2011,0,3.1,6.5,0.2,0.45,5,,31,0:00,S. Poe,,,-0.555555556,2011 +Bay,,1/18/2011,0,6.2,7,0.2,0.6,7,,39,0:00,S. Poe,,,3.888888889,2011 +Bay,,2/8/2011,0,3.8,6.5,0.2,0.6,8,,46,0:00,S. Poe,,,7.777777778,2011 +Bay,,3/3/2011,0,3.7,7,,,8,,40,0:00,S. Poe,,,4.444444444,2011 +Bay,,3/24/2011,0,3.3,7,0.2,0.55,33,,52,0:00,S. Poe,,,11.11111111,2011 +Bay,,4/14/2011,0,3.5,7,0.4,0.6,16.5,,58,0:00,S. Poe,,,14.44444444,2011 +Bay,,4/28/2011,0,5.2,7,0.3,1.3,23,,76,0:00,S. Poe,,,24.44444444,2011 +Bay,,5/12/2011,0,4.5,7,,,18,,65,0:00,S. Poe,,,18.33333333,2011 +Bay,,5/26/2011,0,3.7,7.5,0.5,0.9,25,,79,0:00,S. Poe,,,26.11111111,2011 +Bay,,6/9/2011,0,3.2,8,0.4,0.8,27,,85,0:00,S. Poe,,,29.44444444,2011 +Bay,,6/23/2011,0,5.6,8,0.5,0.9,26,,80,0:00,S. Poe,,,26.66666667,2011 +Bay,,7/14/2011,0,3,8.5,0.4,0.6,26,,75,0:00,S. Poe,,,23.88888889,2011 +Bay,,7/28/2011,0,2,9,0.5,0.7,29,,85,0:00,S. Poe,,,29.44444444,2011 +Bay,,8/11/2011,0,3.5,9,0.4,0.7,28,,82,0:00,S. Poe,,,27.77777778,2011 +Bay,,9/8/2011,0,5,7,0.6,1.1,26,,78,0:00,S. Poe,,,25.55555556,2011 +Bay,,9/22/2011,0,5.3,8,0.5,0.7,24,,78,0:00,S. Poe,,,25.55555556,2011 +Bay,,10/13/2011,0,4.2,7.5,0.5,0.7,21,,75,0:00,S. Poe,,,23.88888889,2011 +Bay,,10/27/2011,0,7.4,7.5,0.5,0.9,16,,62,0:00,S. Poe,,,16.66666667,2011 +Bay,,11/10/2011,0,5.2,7.5,0.7,0.7,16,,60,0:00,S. Poe,,,15.55555556,2011 +Bay,,11/22/2011,0,7.3,7,0.2,0.6,16,,61,0:00,S. Poe,,,16.11111111,2011 +Bay,,12/8/2011,0,7.9,7,0.35,0.7,12,,47,0:00,S. Poe,,,8.333333333,2011 +Bay,,12/22/2011,0,7.8,7,0.3,0.7,17,,60,0:00,S. Poe,,,15.55555556,2011 +A,,1/11/2012,0,8.2,6.5,0.9,0.9,12,,53,0:00,Not Recorded,,,11.66666667,2012 +A,,1/26/2012,0,,6.5,1,1,12,,50,0:00,Not Recorded,,,10,2012 +A,,2/9/2012,0,5.8,7,1,1,8,,39,0:00,Not Recorded,,,3.888888889,2012 +A,,2/21/2012,0,,7,0.9,0.9,9,,46,0:00,Not Recorded,,,7.777777778,2012 +A,,3/1/2012,0,4.3,7.5,,,16,,70,0:00,Not Recorded,,,21.11111111,2012 +A,,3/8/2012,0,,6.5,0.5,0.5,15,,58,N/A,Not Recorded,,,14.44444444,2012 +A,,4/12/2012,0,7,7,0.6,0.7,14,,51,0:00,Not Recorded,,,10.55555556,2012 +A,,4/26/2012,0,,7.5,0.6,0.8,17,,63,0:00,Not Recorded,,,17.22222222,2012 +A,,5/10/2012,0,4.5,7,0.7,0.9,21,,63,0:00,Not Recorded,,,17.22222222,2012 +A,,5/24/2012,0,,6.5,0.6,0.7,25,,72,0:00,Not Recorded,,,22.22222222,2012 +A,,6/14/2012,0,4.9,7,0.6,0.7,22,,69,0:00,Not Recorded,,,20.55555556,2012 +A,,6/28/2012,0,,7,0.65,0.9,27,,74,0:00,Not Recorded,,,23.33333333,2012 +A,,7/19/2012,0,,6.5,0.6,0.6,30,,83,0:00,Not Recorded,,,28.33333333,2012 +A,,8/9/2012,0,3,7,0.5,0.9,28,,80,0:00,Not Recorded,,,26.66666667,2012 +A,,8/23/2012,0,,6.5,0.6,0.7,26,,77,0:00,Not Recorded,,,25,2012 +A,,9/4/2012,0,4.3,6.5,0.7,0.7,28,,80,0:00,Not Recorded,,,26.66666667,2012 +A,,9/13/2012,,,7,0.6,0.6,24,,74,0:00,Not Recorded,,,23.33333333,2012 +A,,10/4/2012,0,,7,0.6,0.6,24,,75,0:00,Not Recorded,,,23.88888889,2012 +A,,10/19/2012,0,,7,0.9,1.4,20,,70,0:00,Not Recorded,,,21.11111111,2012 +A,,11/8/2012,0,,6.5,0.5,1.9,10,,45,0:00,Not Recorded,,,7.222222222,2012 +A,,11/29/2012,0,9,6.5,0.2,0.2,8,,48,0:00,Not Recorded,,,8.888888889,2012 +A,,12/13/2012,0,,7,0.9,0.9,9,,48,0:00,Not Recorded,,,8.888888889,2012 +B,,1/11/2012,0,6,7,0.3,0.3,11,,54,0:00,Not Recorded,,,12.22222222,2012 +B,,1/26/2012,0,,7,0.3,0.3,12,,50,0:00,Not Recorded,,,10,2012 +B,,2/9/2012,0,7.5,7,0.3,0.3,8,,39,0:00,Not Recorded,,,3.888888889,2012 +B,,2/21/2012,0,,7.5,0.35,0.35,10,,40,0:00,Not Recorded,,,4.444444444,2012 +B,,3/1/2012,0,6.3,7.5,0.2,0.4,16,,69,0:00,Not Recorded,,,20.55555556,2012 +B,,3/8/2012,0,,7.5,0,0.2,14,,58,0:00,Not Recorded,,,14.44444444,2012 +B,,4/12/2012,0,7,7.5,0.3,0.3,13,,51,0:00,Not Recorded,,,10.55555556,2012 +B,,4/26/2012,0,,8,0.3,0.3,18,,63,0:00,Not Recorded,,,17.22222222,2012 +B,,5/10/2012,0,6.7,7,0.5,0.5,20,,64,0:00,Not Recorded,,,17.77777778,2012 +B,,5/24/2012,0,,8,0.5,0.5,25,,72,0:00,Not Recorded,,,22.22222222,2012 +B,,6/14/2012,0,4.5,7.5,0.2,0.2,22,,70,0:00,Not Recorded,,,21.11111111,2012 +B,,6/28/2012,0,,7.4,0.5,0.5,26,,73,0:00,Not Recorded,,,22.77777778,2012 +B,,7/19/2012,0,,7,0.4,0.4,28,,83,0:00,Not Recorded,,,28.33333333,2012 +B,,8/9/2012,0,2.9,7.5,0.3,0.4,27,,80,0:00,Not Recorded,,,26.66666667,2012 +B,,8/23/2012,0,,7.5,0.3,0.4,27,,77,0:00,Not Recorded,,,25,2012 +B,,9/4/2012,0,5.2,7,0.2,0.2,,,80,0:00,Not Recorded,,,26.66666667,2012 +B,,9/13/2012,,,8.5,0.1,0.1,23,,73,0:00,Not Recorded,,,22.77777778,2012 +B,,10/4/2012,0,,8,0.1,0.5,24,,75,0:00,Not Recorded,,,23.88888889,2012 +B,,10/19/2012,0,7.1,7,0.4,0.4,20,,70,0:00,Not Recorded,,,21.11111111,2012 +B,,11/8/2012,0,,6.5,0.35,0.35,9,,45,0:00,Not Recorded,,,7.222222222,2012 +B,,11/29/2012,0,9.7,7,0.4,0.4,9,,49,0:00,Not Recorded,,,9.444444444,2012 +B,,12/13/2012,0,,7,0.4,0.5,9,,48,0:00,Not Recorded,,,8.888888889,2012 +D,,1/11/2012,0,,6.5,1,1.4,10,,54,,Not Recorded,,,12.22222222,2012 +D,,1/26/2012,0,7.2,6.5,1.2,1.4,11,,50,0:00,Not Recorded,,,10,2012 +D,,2/9/2012,0,,6.5,1.3,1.4,6,,39,0:00,Not Recorded,,,3.888888889,2012 +D,,2/21/2012,0,10,6.5,1,1.5,8,,46,0:00,Not Recorded,,,7.777777778,2012 +D,,3/1/2012,0,,6.5,,,15,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,3/8/2012,0,9.5,6.5,1.2,1.5,14,,58,0:00,Not Recorded,,,14.44444444,2012 +D,,4/12/2012,0,,7,0.9,1.3,12,,51,0:00,Not Recorded,,,10.55555556,2012 +D,,4/26/2012,0,7.4,6.5,0.8,1.4,17,,63,0:00,Not Recorded,,,17.22222222,2012 +D,,5/10/2012,0,,6.5,0.8,1.5,20,,64,0:00,Not Recorded,,,17.77777778,2012 +D,,5/24/2012,0,6.1,6.5,0.9,1.5,25,,72,0:00,Not Recorded,,,22.22222222,2012 +D,,6/14/2012,0,,6.5,0.7,4.5,23,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,6/28/2012,0,5,6.5,0.6,1.3,27,,73,0:00,Not Recorded,,,22.77777778,2012 +D,,7/19/2012,0,4.2,7,0.8,1.4,30,,82,0:00,Not Recorded,,,27.77777778,2012 +D,,8/9/2012,0,,6.5,0.9,1.4,27,,80,0:00,Not Recorded,,,26.66666667,2012 +D,,8/23/2012,0,5.5,6.5,0.7,1.4,26,,76,0:00,Not Recorded,,,24.44444444,2012 +D,,9/4/2012,0,,6.5,0.9,1.4,28,,80,N/A,Not Recorded,,,26.66666667,2012 +D,,9/13/2012,,5.2,6.5,1,1.25,23,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,10/4/2012,0,5.8,6.5,0.9,1.2,24,,75,0:00,Not Recorded,,,23.88888889,2012 +D,,10/19/2012,0,5.5,7.5,0.6,0.8,22,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,11/8/2012,0,8.6,6,0.5,1.5,9,,45,0:00,Not Recorded,,,7.222222222,2012 +D,,11/29/2012,0,,7,1.4,1.5,8,,50,0:00,Not Recorded,,,10,2012 +D,,12/13/2012,0,8.8,6.5,0.9,1.6,9,,48,0:00,Not Recorded,,,8.888888889,2012 +Bay,,1/11/2012,0,6.9,7.5,0.2,0.7,12,,54,0:00,S. Poe,,,12.22222222,2012 +Bay,,1/26/2012,0,6.5,7,0.2,0.8,11,,50,0:00,S. Poe,,,10,2012 +Bay,,2/9/2012,0,5.3,7.5,0.2,0.3,8,,39,0:00,S. Poe,,,3.888888889,2012 +Bay,,2/21/2012,0,6.2,7,0.2,0.2,8,,46,0:00,S. Poe,,,7.777777778,2012 +Bay,,3/1/2012,0,5.3,7.5,0.2,0.6,,,69,0:00,S. Poe,,,20.55555556,2012 +Bay,,3/8/2012,0,7.2,7,0.4,0.6,13,,58,0:00,S. Poe,,,14.44444444,2012 +Bay,,4/12/2012,0,6.5,8,0.4,0.6,11,,51,0:00,S. Poe,,,10.55555556,2012 +Bay,,4/26/2012,0,7.1,7.5,0.4,0.8,17,,63,0:00,S. Poe,,,17.22222222,2012 +Bay,,5/10/2012,0,5.3,8,0.4,0.7,19,,63,0:00,S. Poe,,,17.22222222,2012 +Bay,,5/24/2012,0,6.1,8.5,0.5,0.8,24,,72,0:00,S. Poe,,,22.22222222,2012 +Bay,,6/14/2012,0,3.9,8.5,0.5,0.7,22,,69,0:00,S. Poe,,,20.55555556,2012 +Bay,,6/28/2012,0,4.9,,0.45,0.7,26,,72,0:00,S. Poe,,,22.22222222,2012 +Bay,,7/19/2012,0,5.9,8.5,0.5,0.9,28,,82,0:00,S. Poe,,,27.77777778,2012 +Bay,,8/9/2012,0,4.2,7.5,0.6,0.8,,,80,0:00,S. Poe,,,26.66666667,2012 +Bay,,8/23/2012,0,6.1,8,0.5,0.7,25,,77,0:00,S. Poe,,,25,2012 +Bay,,9/4/2012,0,3.7,7,0.3,0.8,25,,85,0:00,S. Poe,,,29.44444444,2012 +Bay,,9/13/2012,,5,7,0.4,0.5,21,,70,0:00,S. Poe,,,21.11111111,2012 +Bay,,10/4/2012,0,4.8,8,0.5,0.7,24,,75,0:00,S. Poe,,,23.88888889,2012 +Bay,,10/19/2012,0,3.7,9,0.5,0.8,,,70,0:00,S. Poe,,,21.11111111,2012 +Bay,,11/8/2012,0,7.6,7,0.2,0.2,10,,45,0:00,S. Poe,,,7.222222222,2012 +Bay,,11/29/2012,0,8.9,7,0.1,0.5,7,,48,0:00,S. Poe,,,8.888888889,2012 +Bay,,12/13/2012,0,8.4,7,0.2,0.3,9,,48,0:00,S. Poe,,,8.888888889,2012 +A,,1/10/2013,0,6.9,6.5,0.8,0.9,8,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,1/24/2013,0,,7,0.4,0.7,4,,32,0:00,Not Recorded,,,0,2013 +A,,2/14/2013,0,5.7,6.5,0.7,1.1,,,45,0:00,Not Recorded,,,7.222222222,2013 +A,,2/28/2013,0,,,2.2,,10,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,3/13/2013,,5,6.5,,,11,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,3/28/2013,0,,6.5,0.5,0.5,9,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,4/11/2013,0,5.9,6,0.4,0.9,21,,67,0:00,Not Recorded,,,19.44444444,2013 +A,,4/26/2013,0,,7,0.4,0.4,15,,54,N/A,Not Recorded,,,12.22222222,2013 +A,,5/8/2013,0,5.6,7,0.5,0.6,22,,70,0:00,Not Recorded,,,21.11111111,2013 +A,,5/25/2013,0,,7,0.4,0.6,25,,72,0:00,Not Recorded,,,22.22222222,2013 +A,,6/13/2013,0,6.1,7.5,0.7,0.7,29,,83,0:00,Not Recorded,,,28.33333333,2013 +A,,6/25/2013,0,,7,0.5,0.5,28,,78,0:00,Not Recorded,,,25.55555556,2013 +A,,7/11/2013,0,4.1,7,0.7,0.9,26,,81,0:00,Not Recorded,,,27.22222222,2013 +A,,7/25/2013,0,,7,0.4,0.6,27,,72,0:00,Not Recorded,,,22.22222222,2013 +A,,8/8/2013,0,5.3,6,0.1,0.7,28,,80,0:00,Not Recorded,,,26.66666667,2013 +A,,8/22/2013,0,,7,0.4,0.5,28,,78,0:00,Not Recorded,,,25.55555556,2013 +A,,9/12/2013,0,4.8,7,0.6,0.6,26,,75,0:00,Not Recorded,,,23.88888889,2013 +A,,9/26/2013,0,,6.5,,,21,,69,0:00,Not Recorded,,,20.55555556,2013 +A,,10/22/2013,0,,6,0.6,0.7,17,,60,0:00,Not Recorded,,,15.55555556,2013 +A,,11/12/2013,0,7,7,0.5,0.7,13,,54,0:00,Not Recorded,,,12.22222222,2013 +A,,11/19/2013,0,,6.5,0.7,1,11,,52,0:00,Not Recorded,,,11.11111111,2013 +A,,12/4/2013,0,8.8,,0.4,0.4,10,,51,0:00,Not Recorded,,,10.55555556,2013 +A,,12/11/2013,0,,7,0.8,1,8,,38,0:00,Not Recorded,,,3.333333333,2013 +B,,1/10/2013,0,7.2,,0.3,0.3,10,,49,0:00,Not Recorded,,,9.444444444,2013 +B,,1/24/2013,0,,7,0.3,0.3,4,,32,0:00,Not Recorded,,,0,2013 +B,,2/28/2013,0,,7,0.2,0.2,10,,48,0:00,Not Recorded,,,8.888888889,2013 +B,,3/13/2013,,7.6,7.5,0.2,0.2,11,,45,0:00,Not Recorded,,,7.222222222,2013 +B,,3/28/2013,0,,7.5,0.4,0.4,8,,48,0:00,Not Recorded,,,8.888888889,2013 +B,,4/11/2013,0,5.8,7.5,0.4,0.4,20,,68,0:00,Not Recorded,,,20,2013 +B,,4/26/2013,0,,7,0.4,0.4,15,,54,0:00,Not Recorded,,,12.22222222,2013 +B,,5/8/2013,0,4.2,8,0.2,0.2,22,,68,0:00,Not Recorded,,,20,2013 +B,,5/25/2013,0,,7.5,,,25,,73,0:00,Not Recorded,,,22.77777778,2013 +B,,6/13/2013,0,5.4,8,0.2,0.2,29,,83,0:00,Not Recorded,,,28.33333333,2013 +B,,6/25/2013,0,,7.5,0.4,0.4,27,,78,0:00,Not Recorded,,,25.55555556,2013 +B,,7/11/2013,0,3.3,7,0.3,0.3,,,81,0:00,Not Recorded,,,27.22222222,2013 +B,,7/25/2013,0,,7.5,0.2,0.2,26,,72,0:00,Not Recorded,,,22.22222222,2013 +B,,8/8/2013,0,6.4,8,0.3,0.3,27,,80,0:00,Not Recorded,,,26.66666667,2013 +B,,8/22/2013,0,,8,0.1,0.1,28,,78,0:00,Not Recorded,,,25.55555556,2013 +B,,9/12/2013,,,,,,25,,75,0:00,Not Recorded,,,23.88888889,2013 +B,,9/26/2013,0,,7.5,,,21,,69,0:00,Not Recorded,,,20.55555556,2013 +B,,10/22/2013,0,,7,0.2,0.2,17,,60,0:00,Not Recorded,,,15.55555556,2013 +B,,11/12/2013,0,,7.5,0.4,0.4,12,,54,0:00,Not Recorded,,,12.22222222,2013 +B,,11/19/2013,0,,7,0.3,0.3,11,,52,0:00,Not Recorded,,,11.11111111,2013 +B,,12/4/2013,0,5,7,0.2,0.2,11,,51,0:00,Not Recorded,,,10.55555556,2013 +B,,12/11/2013,0,,7,0.25,0.25,7,,38,0:00,Not Recorded,,,3.333333333,2013 +D,,1/10/2013,0,,6.5,1,1.5,9,,49,0:00,Not Recorded,,,9.444444444,2013 +D,,1/24/2013,0,,6.5,0.9,1.6,4,,32,0:00,Not Recorded,,,0,2013 +D,,2/14/2013,0,,6.5,1.6,1.6,9,,45,0:00,Not Recorded,,,7.222222222,2013 +D,,2/28/2013,0,9.8,6.5,1.5,1.5,9,,48,0:00,Not Recorded,,,8.888888889,2013 +D,,3/13/2013,,,6.5,1.5,1.6,11,,45,0:00,Not Recorded,,,7.222222222,2013 +D,,3/28/2013,0,10,6.5,1.4,1.6,8,,48,0:00,Not Recorded,,,8.888888889,2013 +D,,4/11/2013,0,,6.5,1.2,1.4,20,,68,0:00,Not Recorded,,,20,2013 +D,,4/26/2013,0,8.6,6.5,0.3,1.5,15,,54,0:00,Not Recorded,,,12.22222222,2013 +D,,5/8/2013,0,,7,1,1.5,22,,70,0:00,Not Recorded,,,21.11111111,2013 +D,,5/25/2013,0,5.5,6,0.5,1.5,24,,72,0:00,Not Recorded,,,22.22222222,2013 +D,,6/13/2013,0,,7,0.8,1.3,30,,85,0:00,Not Recorded,,,29.44444444,2013 +D,,6/25/2013,0,6.4,7.5,0.6,1.2,,,88,0:00,Not Recorded,,,31.11111111,2013 +D,,7/11/2013,0,,7,0.9,1.4,26,,82,0:00,Not Recorded,,,27.77777778,2013 +D,,7/25/2013,0,3.8,6.5,0.7,1.8,27,,72,0:00,Not Recorded,,,22.22222222,2013 +D,,8/8/2013,0,6.8,7,0.9,1.3,26,,79,0:00,Not Recorded,,,26.11111111,2013 +D,,8/22/2013,0,4.2,6.5,1.1,1.5,27,,78,0:00,Not Recorded,,,25.55555556,2013 +D,,9/12/2013,0,,6.5,1.2,1.2,27,,75,0:00,Not Recorded,,,23.88888889,2013 +D,,9/26/2013,0,6.1,6.7,0.9,1.1,20,,69,0:00,Not Recorded,,,20.55555556,2013 +D,,10/22/2013,0,7,6.5,1,1.2,17,,58,0:00,Not Recorded,,,14.44444444,2013 +D,,11/12/2013,0,,6,0.8,1.1,12,,54,0:00,Not Recorded,,,12.22222222,2013 +D,,11/19/2013,0,9.6,6.5,1.2,1.2,12,,52,0:00,Not Recorded,,,11.11111111,2013 +D,,12/4/2013,0,,6.5,1.2,1.2,10,,51,0:00,Not Recorded,,,10.55555556,2013 +D,,12/11/2013,0,8.65,6.5,0.8,0.8,8,,38,0:00,Not Recorded,,,3.333333333,2013 +Bay,,1/10/2013,0,8.5,7,0.4,0.5,9,,48,0:00,S. Poe,,,8.888888889,2013 +Bay,,1/24/2013,0,8.7,7,0.1,0.4,3,,32,0:00,S. Poe,,,0,2013 +Bay,,2/14/2013,0,7.7,7,0.7,2.5,9,,45,0:00,S. Poe,,,7.222222222,2013 +Bay,,2/28/2013,0,8.5,7,0.2,0.7,10,,48,0:00,S. Poe,,,8.888888889,2013 +Bay,,3/13/2013,,10,7.5,0.2,0.6,11,,45,0:00,S. Poe,,,7.222222222,2013 +Bay,,3/28/2013,0,10,7,0.2,0.3,8,,48,0:00,S. Poe,,,8.888888889,2013 +Bay,,4/11/2013,0,8,7,0.3,0.9,20,,64,0:00,S. Poe,,,17.77777778,2013 +Bay,,4/26/2013,0,8.9,7,0.2,0.2,14,,54,0:00,S. Poe,,,12.22222222,2013 +Bay,,5/8/2013,0,8.2,7,0.3,0.7,19,,67,0:00,S. Poe,,,19.44444444,2013 +Bay,,5/25/2013,0,6.1,7.5,0.4,0.9,24,,72,0:00,S. Poe,,,22.22222222,2013 +Bay,,6/13/2013,0,6.9,7.5,0.5,0.7,26,,81,0:00,S. Poe,,,27.22222222,2013 +Bay,,6/25/2013,0,6.7,7.5,0.4,0.9,26,,78,0:00,S. Poe,,,25.55555556,2013 +Bay,,7/11/2013,0,6.8,7.5,0.5,0.9,26,,81,0:00,S. Poe,,,27.22222222,2013 +Bay,,7/25/2013,0,5.9,8,0.5,0.8,26,,72,0:00,S. Poe,,,22.22222222,2013 +Bay,,8/8/2013,0,6.8,8.5,0.5,0.8,24,,79,0:00,S. Poe,,,26.11111111,2013 +Bay,,8/22/2013,0,6,8.5,0.5,0.7,26,,78,0:00,S. Poe,,,25.55555556,2013 +Bay,,9/12/2013,0,4.3,8,0.5,0.8,25,,75,N/A,S. Poe,,,23.88888889,2013 +Bay,,9/26/2013,0,6.1,8.5,0.3,0.4,19,,69,0:00,S. Poe,,,20.55555556,2013 +Bay,,10/22/2013,0,7.9,7,0.7,0.8,16,,58,0:00,S. Poe,,,14.44444444,2013 +Bay,,11/12/2013,0,9.8,7.5,0.4,0.6,11,,54,0:00,S. Poe,,,12.22222222,2013 +Bay,,11/19/2013,0,7.1,7,0.3,0.5,12,,52,0:00,S. Poe,,,11.11111111,2013 +Bay,,12/4/2013,0,7,7.5,0.2,0.5,11,,50,0:00,S. Poe,,,10,2013 +Bay,,12/11/2013,0,8.35,7,0.2,0.5,8,,38,0:00,S. Poe,,,3.333333333,2013 +A,,1/3/2014,0,,6.5,0.6,0.9,6,,26,11:25,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +B,,1/3/2014,0,,6,0.3,0.3,5,,26,11:35,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +D,,1/3/2014,0,7.9,6.5,1.1,1.2,5,,26,10:45,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +Bay,,1/3/2014,0,7.3,7,0.1,0.4,5,,26,10:15,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +A,,1/14/2014,0,6.8,6.5,0.5,0.5,11,,53,10:20,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +B,,1/14/2014,0,6.2,6.5,0.4,0.4,,,53,10:45,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +D,,1/14/2014,0,,6.5,1,1.4,11,,53,11:10,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +Bay,,1/14/2014,0,8.7,7,0.4,0.6,11,,53,09:45,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +A,,2/11/2014,0,,6.5,0.5,0.9,1,,29,10:40,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +B,,2/11/2014,0,,7,0.3,0.3,4,,29,10:10,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +D,,2/11/2014,0,10,6.5,0.8,1.4,2,,29,,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +Bay,,2/11/2014,0,8.8,7,0.2,0.2,3,,29,09:30,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +A,,2/25/2014,0,6,6.5,0.3,0.5,9,,41,10:30,S. Poe,3/27/2014,Karen Beatty,5,2014 +B,,2/25/2014,0,8.1,7,0.3,0.3,8,,41,11:00,S. Poe,3/27/2014,Karen Beatty,5,2014 +D,,2/25/2014,0,,6.5,0.7,1.2,9,,41,11:20,S. Poe,3/27/2014,Karen Beatty,5,2014 +Bay,,2/25/2014,0,6.9,7,0.3,0.5,9,,41,09:30,S. Poe,3/27/2014,Karen Beatty,5,2014 +Bay,,3/12/2014,0,8.2,7.5,0.2,0.5,14,,57,09:45,S. Poe,3/27/2014,Karen Beatty,13.88888889,2014 +D,,3/12/2014,0,8.2,6,1.2,1.4,14,,54,10:45,S. Poe,3/27/2014,Karen Beatty,12.22222222,2014 +B,,3/12/2014,0,,7,0.3,0.3,14.5,,54,10:40,S. Poe,3/27/2014,Karen Beatty,12.22222222,2014 +A,,3/12/2014,0,,6.5,0.5,0.7,13,,54,10:50,S. Poe,3/27/2014,Karen Beatty,12.22222222,2014 +Bay,,3/27/2014,0,10,7,0.2,0.3,4,,40,09:45,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +A,,3/27/2014,0,,7,0.1,0.5,7,,40,10:55,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +B,,3/27/2014,0,,7,0.4,0.4,5,,40,10:25,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +D,,3/27/2014,0,,6.5,1.5,1.6,6,,40,10:15,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +A,,4/10/2014,0,,6.5,0,0.4,17,,54,10:45,S. Poe,4/14/2014,Karen Beatty,12.22222222,2014 +B,,4/10/2014,0,,7,0.3,0.3,15,,54,10:35,S. Poe,4/14/2014,Karen Beatty,12.22222222,2014 +D,,4/10/2014,0,8.2,6.5,0.9,1.6,16,,53,10:15,S. Poe,4/14/2014,Karen Beatty,11.66666667,2014 +Bay,,4/10/2014,0,9,7.5,0.4,0.7,,,52,09:45,S. Poe,4/14/2014,Karen Beatty,11.11111111,2014 +Bay,,5/7/2014,0,6.8,7,0.5,0.9,18,,60,09:45,Sue Poe,5/16/2014,K Beatty,15.55555556,2014 +A,,5/7/2014,0,,6.5,0,0.9,19,,60,10:50,S. Poe,5/16/2014,K. Beatty,15.55555556,2014 +B,,5/7/2014,0,,7,0.1,0.2,18,,60,10:37,S. Poe,5/16/2014,K. Beatty,15.55555556,2014 +D,,5/7/2014,0,6.6,6.5,0.5,1.5,19,,60,10:15,S. Poe,5/16/2014,K. Beatty,15.55555556,2014 +Bay,,5/20/2014,0,7.3,7.5,0.4,0.5,18,,67,09:50,S. Poe,5/21/2014,K Beatty,19.44444444,2014 +A,,5/20/2014,0,3,6.5,0.2,0.3,21,,67,10:25,S. Poe,5/21/2014,K Beatty,19.44444444,2014 +B,,5/20/2014,0,3.86,7.5,0.5,0.5,20,,68,10:50,S. Poe,5/21/2014,K Beatty,20,2014 +D,,5/20/2014,0,,6.5,0.5,1.4,21,,68,,S. 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Poe,11/12/2019,Christine Folks,27.77777778,2015 +D,,9/22/2015,0,,7,0.7,0.9,24,,74,11:30,Sue Poe,11/12/2019,Christine Folks,23.33333333,2015 +Bay,,8/13/2015,0,6.3,9,0.4,0.4,26,,82,09:45,Sue Poe,11/12/2019,Christine Folks,27.77777778,2015 +Bay,,8/27/2015,0,5,8.5,0.4,0.7,23,,79,09:45,Sue Poe,11/12/2019,Christine Folks,26.11111111,2015 +A,,10/11/2018,0,,6.5,0.4,0.4,27,,79,10:50,Sue Poe,11/12/2019,Christine Folks,26.11111111,2018 +A,,10/24/2018,0,6.6,6.5,0.2,0.7,15,,58,10:55,Sue Poe,11/12/2019,Christine Folks,14.44444444,2018 +A,,10/28/2019,0.1,,6.5,0.7,1,13,,49,11:00,Sue Poe,11/12/2019,Christine Folks,9.444444444,2019 +A,,11/7/2018,0,,6.5,0.6,0.6,20,,65,10:58,Sue Poe,11/12/2019,Christine Folks,18.33333333,2018 +A,,12/11/2018,0,,6.5,0.8,1.2,11,,42,10:40,Sue Poe,11/12/2019,Christine Folks,5.555555556,2018 +B,,10/11/2018,0,,6.5,0.1,0.1,27,,79,10:35,Sue Poe,11/12/2019,Christine Folks,26.11111111,2018 +B,,10/24/2018,0.1,6.7,6.5,0.2,0.2,15,,58,10:25,Sue Poe,11/12/2019,Christine Folks,14.44444444,2018 +B,,10/28/2018,0.1,5,7,0.4,0.5,13,,49,10:30,Sue Poe,11/12/2019,Christine Folks,9.444444444,2018 +B,,11/7/2018,,0,7,0.2,0.2,20,,65,10:45,Sue Poe,11/12/2019,Christine Folks,18.33333333,2018 +B,,12/11/2018,0,,6.5,0.4,0.4,9,,42,10:20,Sue Poe,11/12/2019,Christine Folks,5.555555556,2018 +D,,10/11/2018,0,6,6.5,0.7,1.2,26,,78,10:10,Sue Poe,11/12/2019,Christine Folks,25.55555556,2018 +D,,10/24/2018,0,,6.5,0.6,1.3,16,,58,10:15,Sue Poe,11/12/2019,Christine Folks,14.44444444,2018 +D,,10/28/2018,0,,6.5,1.1,1.2,13,,49,10:15,Sue Poe,11/12/2019,Christine Folks,9.444444444,2018 +D,,11/7/2018,0,6.9,6.5,0.9,1.3,20,,65,10:22,Sue Poe,11/12/2019,Christine Folks,18.33333333,2018 +D,,12/11/2018,0,,6.5,1.2,1.4,11,,42,10:15,Sue Poe,11/12/2019,Christine Folks,5.555555556,2018 +Bay,,10/11/2018,1.9,5,7,4,1.2,25,,78,09:30,Sue Poe,11/13/2019,Christine Folks,25.55555556,2018 +Bay,,10/24/2018,0,9,7,0.3,0.6,18,,58,09:30,Sue Poe,11/13/2019,Christine Folks,14.44444444,2018 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+Bay,,10/10/1994,2.5,8.4,8.1,0.45,0.5,17,17,62.6,10:30,,,,17,1994 +Bay,,10/24/1994,2.5,7.4,7.6,0.35,0.85,18,19,66.2,10:20,,,,19,1994 +Bay,,11/7/1994,2.5,9,7.3,0.2,0.5,15,15,59,10:00,,,,15,1994 +Bay,,11/28/1994,2.8,9.4,7.7,0.25,0.65,13,17.5,63.5,10:30,,,,17.5,1994 +Bay,,12/12/1994,2.5,11.4,6.9,0.35,0.4,5,5,41,11:00,,,,5,1994 +Bay,,12/29/1994,3,10.4,6.9,0.15,0.4,8,9.5,49.1,11:00,,,,9.5,1994 +Bay,,5/11/1989,,,7.5,0.3,0.9,17,,,0:00,John Phillips,,,-17.77777778,1989 +Bay,,5/18/1989,,12,7.5,0.2,0.6,17.5,,68.9,21:36,John Phillips,,,20.5,1989 +Bay,,5/25/1989,,,8,0.4,0.8,23,,77,0:00,John Phillips,,,25,1989 +Bay,,6/1/1989,,12,8,0.4,0.9,25.5,,84.2,4:48,John Phillips,,,29,1989 +Bay,,7/11/1989,,,8.5,0.3,0.9,28.5,,82.4,9:36,John Phillips,,,28,1989 +Bay,,7/20/1989,,1.6,9,0.3,0.9,30,,90.5,12:00,John Phillips,,,32.5,1989 +Bay,,7/27/1989,,6.2,9,0.3,0.8,27,,80.6,14:24,John Phillips,,,27,1989 +Bay,,8/3/1989,,5.8,9.5,0.2,0.7,25,,82.4,9:36,John Phillips,,,28,1989 +Bay,,8/10/1989,,3.2,9,0.2,0.3,21.5,,72.5,12:00,John Phillips,,,22.5,1989 +Bay,,8/17/1989,,7.3,9,0.2,0.8,28,,84.2,4:48,John Phillips,,,29,1989 +Bay,,8/31/1989,,7.1,9,0.2,0.8,28,,82.4,9:36,John Phillips,,,28,1989 +Bay,,9/14/1989,,6,7.5,0.3,0.9,26,,78.8,19:12,John Phillips,,,26,1989 +Bay,,10/25/1989,,7.8,8.5,0.2,0.5,15,,66.2,4:48,John Phillips,,,19,1989 +Bay,,10/31/1989,,,7.5,0.2,0.7,21.5,,71.6,14:24,John Phillips,,,22,1989 +Bay,,11/20/1989,,,8,0.2,1,8.5,,57.2,4:48,John Phillips,,,14,1989 +Bay,,11/27/1989,,10.3,7.5,0.2,0.6,9,,39.2,4:48,John Phillips,,,4,1989 +Bay,,12/11/1989,,10.2,7,0.2,0.4,3,,37.4,9:36,John Phillips,,,3,1989 +Bay,,1/3/1990,,11.9,7.5,0.2,0.6,3,,41,0:00,"J Phillips, Mary Feldman",,,5,1990 +Bay,,1/8/1990,,10.8,7.5,0.2,0.4,7,,45.5,12:00,"J Phillips, Mary Feldman",,,7.5,1990 +Bay,,1/22/1990,1,9.7,7.5,0.15,0.65,10,,53.6,14:24,"J Phillips, Mary Feldman",,,12,1990 +Bay,,1/30/1990,,10.8,7.5,0.2,0.7,9,,55.4,9:36,"J Phillips, Mary Feldman",,,13,1990 +Bay,,2/7/1990,3.4,10.8,7.5,0.2,0.6,10,,50,0:00,"J Phillips, Mary Feldman",,,10,1990 +Bay,,2/12/1990,3.2,10.6,7,0.2,0.7,10,,48.2,4:48,"J Phillips, Mary Feldman",,,9,1990 +Bay,,2/20/1990,4.2,11.6,7.5,0.15,0.39,5,,41,0:00,"J Phillips, Mary Feldman",,,5,1990 +Bay,,2/27/1990,2.8,13.8,7,0.5,1.5,2.5,,33.8,19:12,"J Phillips, Mary Feldman",,,1,1990 +Bay,,3/5/1990,2.9,11.6,7,0.2,0.4,7,,47.3,7:12,"J Phillips, Mary Feldman",,,8.5,1990 +Bay,,3/12/1990,2.9,9,7,0.15,0.69,17,,69.8,19:12,"J Phillips, Mary Feldman",,,21,1990 +Bay,,3/19/1990,2.8,7.8,7,0.22,0.92,15,,57.2,4:48,"J Phillips, Mary Feldman",,,14,1990 +Bay,,3/26/1990,3,10.8,7,0.25,0.4,9.5,,48.2,4:48,"J Phillips, Mary Feldman",,,9,1990 +Bay,,4/2/1990,1.8,9.6,8,0.15,0.7,5,,59,0:00,"J Phillips, Mary Feldman",,,15,1990 +Bay,,4/9/1990,4.1,10.8,7,0.25,0.78,11,,53.6,14:24,"J Phillips, Mary Feldman",,,12,1990 +Bay,,4/16/1990,2.5,9.7,7,0.25,0.72,15,,57.2,4:48,"J Phillips, Mary Feldman",,,14,1990 +Bay,,4/23/1990,2.8,10.7,7,0.25,0.59,15,,59,0:00,"J Phillips, Mary Feldman",,,15,1990 +Bay,,4/30/1990,3.2,10,7,0.88,1.3,18,,60.8,19:12,"J Phillips, Mary Feldman",,,16,1990 +Bay,,5/7/1990,4.5,8.9,7,0.25,0.75,17,,64.4,9:36,"J Phillips, Mary Feldman",,,18,1990 +Bay,,5/14/1990,3.7,8.4,7,0.32,1,20,,66.2,4:48,"J Phillips, Mary Feldman",,,19,1990 +Bay,,5/21/1990,2.9,,7,0.25,0.99,22,,76.1,2:24,"J Phillips, Mary Feldman",,,24.5,1990 +Bay,,5/29/1990,2.1,8.9,7,0.375,0.95,19,,68,0:00,"J Phillips, Mary Feldman",,,20,1990 +Bay,,6/4/1990,3.5,6.9,7,0.4,1.22,24,,77,0:00,"J Phillips, Mary Feldman",,,25,1990 +Bay,,6/11/1990,3.2,7.9,7,0.35,0.75,24,,71.6,14:24,"J Phillips, Mary Feldman",,,22,1990 +Bay,,6/16/1990,3.2,7.7,7,0.32,0.62,23.5,,68,0:00,"J Phillips, Mary Feldman",,,20,1990 +Bay,,6/24/1990,3.8,7.9,7,0.35,0.91,26,,78.8,19:12,"J Phillips, Mary Feldman",,,26,1990 +Bay,,7/2/1990,3.7,7.8,7,0.35,0.78,24,,74.3,7:12,"J Phillips, Mary Feldman",,,23.5,1990 +Bay,,7/9/1990,4.2,7.5,7.5,0.3,0.82,26,,79.7,16:48,"J Phillips, Mary Feldman",,,26.5,1990 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+Bay,,7/26/1993,,7.5,7.5,0.5,0.7,28,,85.1,2:24,Feldman,,,29.5,1993 +Bay,,8/2/1993,3.9,8,8,0.4,0.8,26.5,,86,0:00,Feldman,,,30,1993 +Bay,,8/9/1993,3.5,9.1,8,0.3,0.55,25.5,,79.7,16:48,Feldman,,,26.5,1993 +Bay,,9/6/1993,,7.2,,0.35,0.85,25.5,,81.5,12:00,Feldman,,,27.5,1993 +Bay,,9/13/1993,,7.8,7,0.2,0.75,24,,82.4,9:36,Feldman,,,28,1993 +Bay,,9/20/1993,,8.5,8,0.2,0.6,21.5,,74.3,7:12,Feldman,,,23.5,1993 +Bay,,9/27/1993,1.8,7.2,7.9,0.4,0.95,24.5,,76.1,2:24,Feldman,,,24.5,1993 +Bay,,10/4/1993,,9.3,8.3,0.35,0.65,19,,68,0:00,Feldman,,,20,1993 +Bay,,10/12/1993,1.5,8.8,7.8,0.3,0.5,16.5,,59,0:00,Feldman,,,15,1993 +Bay,,10/18/1993,1.5,8.8,7.7,0.35,0.75,18,,64.94,22:33,Feldman,,,18.3,1993 +Bay,,10/25/1993,1.8,10.6,8.4,0.4,0.6,15.6,,66.02,0:28,Feldman,,,18.9,1993 +Bay,,11/8/1993,1.5,8.2,7.5,0.35,0.55,9.8,,52.34,8:09,Feldman,,,11.3,1993 +Bay,,11/15/1993,1.4,9.6,7.9,0.4,0.8,17.3,,72.5,12:00,Feldman,,,22.5,1993 +Bay,,11/29/1993,1.5,9.4,7.1,0.2,0.55,12.1,,50.9,21:36,Feldman,,,10.5,1993 +Bay,,12/6/1993,1.5,9.8,7.4,0.25,0.75,10.5,,48.74,17:45,Feldman,,,9.3,1993 +Bay,,12/13/1993,1.5,13,7.6,0.25,0.45,1.3,,41.9,21:36,Feldman,,,5.5,1993 +Bay,,12/28/1993,1.5,12.1,7.1,0.3,0.7,3.8,,39.74,17:45,Feldman,,,4.3,1993 +Bay,,1/16/1995,3,8.5,7.4,0.25,0.85,13.5,,61.7,16:48,Feldman,,,16.5,1995 +Bay,,1/23/1995,3,10.75,7.1,0.2,0.7,4.5,,46.4,9:36,Feldman,,,8,1995 +Bay,,2/13/1995,3,12.5,6.8,0.2,0.25,2,,29.3,7:12,Feldman,,,-1.5,1995 +Bay,,3/6/1995,2.4,9.3,7.1,0.2,0.2,9.5,,46.4,9:36,Feldman,,,8,1995 +Bay,,3/13/1995,2.4,9.9,6.9,0.28,0.65,11.5,,59.9,N/A,Feldman,,,15.5,1995 +Bay,,3/20/1995,2.8,8.9,7.1,0.35,0.45,12.5,,54.5,12:00,Feldman,,,12.5,1995 +Bay,,3/27/1995,2.4,9,7.1,0.25,0.45,11,,53.6,14:24,Feldman,,,12,1995 +Bay,,4/3/1995,2.4,9.3,7.1,0.4,0.55,11.5,,54.5,12:00,Feldman,,,12.5,1995 +Bay,,4/10/1995,3.2,8.5,7.1,0.25,0.7,15,,48.2,4:48,Feldman,,,9,1995 +Bay,,4/18/1995,3,9,7.1,0.25,0.5,16,,58.1,2:24,Feldman,,,14.5,1995 +Bay,,4/24/1995,3,9.7,7.4,0.25,0.55,12.5,,50,0:00,Feldman,,,10,1995 +Bay,,5/1/1995,3.2,8.9,7.2,0.3,0.6,15,,52.7,16:48,Feldman,,,11.5,1995 +Bay,,5/15/1995,3.3,6.8,6.8,0.3,0.55,21.5,,74.3,7:12,Feldman,,,23.5,1995 +Bay,,5/22/1995,3.3,6.8,6.8,0.3,0.55,21.5,,74.3,7:12,Feldman,,,23.5,1995 +Bay,,5/29/1995,3.5,8.5,7.5,0.4,0.4,22,,80.6,14:24,Feldman,,,27,1995 +Bay,,6/5/1995,4,7.8,7.6,0.3,0.3,25,,73.4,9:36,Feldman,,,23,1995 +Bay,,6/12/1995,3.5,7.7,7.9,0.4,0.9,26.5,,77.9,21:36,Feldman,,,25.5,1995 +Bay,,6/19/1995,3.2,7.7,8,0.4,0.55,25,,75.2,4:48,Feldman,,,24,1995 +Bay,,6/26/1995,4,8.8,8.3,0.5,0.8,28.5,,82.4,9:36,Feldman,,,28,1995 +Bay,,7/3/1995,4,8,,0.45,0.8,26,,80.6,N/A,Feldman,,,27,1995 +Bay,,7/10/1995,4,7,7.9,0.35,0.7,26,,79.7,16:48,Feldman,,,26.5,1995 +Bay,,7/17/1995,4,7,8,0.45,1,30,,84.2,4:48,Feldman,,,29,1995 +Bay,,7/24/1995,4.5,7.2,8.4,0.55,0.9,32,,92.3,7:12,Feldman,,,33.5,1995 +Bay,,7/31/1995,4.5,7.6,8.1,0.5,0.8,29.5,,84.2,4:48,Feldman,,,29,1995 +Bay,,8/7/1995,4.5,8.7,8.2,0.5,0.6,24,,71.6,14:24,Feldman,,,22,1995 +Bay,,8/22/1995,5.5,7.4,8.8,0.3,0.5,25,,81.5,12:00,Feldman,,,27.5,1995 +Bay,,8/29/1995,4.5,9.9,8.7,0.35,0.65,25.5,,78.8,,Feldman,,,26,1995 +Bay,,9/5/1995,4.8,10.5,9,0.3,0.75,26,,80.6,14:24,Feldman,,,27,1995 +Bay,,9/12/1995,4.5,10.4,9.2,0.3,0.7,24.5,,80.6,14:24,Feldman,,,27,1995 +Bay,,9/28/1995,4.8,9.5,8.7,0.3,0.7,21,,75.2,4:48,Feldman,,,24,1995 +Bay,,10/5/1995,4.4,9.9,7.2,0.3,0.45,15.5,,62.96,23:02,Feldman,,,17.2,1995 +Bay,,10/6/1995,5,8.9,8.5,0.45,1.15,24.5,,81.5,12:00,Feldman,,,27.5,1995 +Bay,,10/11/1995,2.4,8.69,7.2,0.3,0.75,17.5,,58.64,15:21,Feldman,,,14.8,1995 +Bay,,10/20/1995,2.2,9.71,7.6,0.35,0.73,15,,56.48,11:31,Feldman,,,13.6,1995 +Bay,,10/23/1995,4.5,11.6,9,0.4,0.8,18.5,,68.9,21:36,Feldman,,,20.5,1995 +Bay,,10/26/1995,2.8,8.15,6.7,0.38,0.75,19,,67.28,6:43,Feldman,,,19.6,1995 +Bay,,10/30/1995,4.5,9.9,8.5,0.45,0.75,14,,59.9,21:36,Feldman,,,15.5,1995 +Bay,,11/6/1995,4,11.8,8.5,0.55,0.55,9.5,,51.8,19:12,Feldman,,,11,1995 +Bay,,11/13/1995,4.5,11.3,8.1,0.55,0.7,9.5,,57.2,4:48,Feldman,,,14,1995 +Bay,,11/20/1995,4,11.8,8.4,0.55,0.55,8,,50.9,21:36,Feldman,,,10.5,1995 +Bay,,11/27/1995,4,9.5,8.1,0.75,0.75,10,,48.2,4:48,Feldman,,,9,1995 +Bay,,12/11/1995,,,,,,,,28.4,9:36,Feldman,,,-2,1995 +Bay,,1/22/1996,4,11.7,7.4,0.4,0.55,4,,39.2,4:48,"Strader, Pease, Feldman",,,4,1996 +Bay,,1/29/1996,3.5,11.2,7.2,0.35,0.65,4,,42.8,19:12,"Strader, Pease, Feldman",,,6,1996 +Bay,,2/12/1996,3.5,10.8,7.1,0.35,0.6,5,,44.6,14:24,"Strader, Pease, Feldman",,,7,1996 +Bay,,2/26/1996,3,8.7,7.1,0.2,0.75,10.5,,60.8,19:12,"Strader, Pease, Feldman",,,16,1996 +Bay,,3/4/1996,3,11.5,7.4,0.3,0.45,3.5,,38.3,7:12,"Strader, Pease, Feldman",,,3.5,1996 +Bay,,3/11/1996,,,,0.05,0.05,,,38.3,7:12,"Strader, Pease, Feldman",,,3.5,1996 +Bay,,3/18/1996,3,10.1,7,0.4,0.45,7.5,,44.6,14:24,"Strader, Pease, Feldman",,,7,1996 +Bay,,3/25/1996,3,10,7.2,0.35,0.7,10,,61.7,N/A,"Strader, Pease, Feldman",,,16.5,1996 +Bay,,4/8/1996,3,10.7,7.3,0.35,0.55,8,,42.8,19:12,"Strader, Pease, Feldman",,,6,1996 +Bay,,4/22/1996,3,9.2,8.2,0.4,0.95,21,,71.6,14:24,"Strader, Pease, Feldman",,,22,1996 +Bay,,4/29/1996,3,8.9,8,0.45,0.85,18,,69.8,19:12,"Strader, Pease, Feldman",,,21,1996 +Bay,,5/13/1996,3,9.2,8.1,0.3,0.7,17,,57.2,4:48,"Strader, Pease, Feldman",,,14,1996 +Bay,,5/20/1996,3,9,8.8,0.4,0.75,28,,86,,"Strader, Pease, Feldman",,,30,1996 +Bay,,5/27/1996,3,9.6,8.6,0.25,0.6,19,,63.5,12:00,"Strader, Pease, Feldman",,,17.5,1996 +Bay,,6/3/1996,3,8.7,8.5,0.35,0.5,17,,59.9,21:36,"Strader, Pease, Feldman",,,15.5,1996 +Bay,,6/10/1996,3,8,8.1,0.45,1.02,24,,67.1,2:24,"Strader, Pease, Feldman",,,19.5,1996 +Bay,,6/17/1996,3,8.8,8.4,0.45,0.75,27,,77,0:00,"Strader, Pease, Feldman",,,25,1996 +Bay,,6/24/1996,3,8,8.6,0.55,0.8,26.5,,77,0:00,"Strader, Pease, Feldman",,,25,1996 +Bay,,8/2/1996,2.5,6.4,7.3,0.4,0.8,26,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,8/11/1996,3.1,,7.6,0.3,0.4,28.5,,,12:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,8/18/1996,3,4.65,7.3,0.3,0.68,27.5,,,12:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/1/1996,2.8,2,7.4,0.28,0.4,25,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/15/1996,3,2,,0.3,0.8,23.5,,,12:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/22/1996,3.1,2,7.4,0.4,0.9,22,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,9/28/1996,3.2,1.7,7.5,0.43,0.88,23,,,0:00,"Strader, Pease, Feldman",,,-17.77777778,1996 +Bay,,10/5/1996,4.4,9.9,7.2,0.3,0.45,15.5,,62.96,23:02,"Strader, Pease, Feldman",,,17.2,1996 +Bay,,10/11/1996,2.4,8.69,7.2,0.3,0.75,17.5,,58.64,15:21,"Strader, Pease, Feldman",,,14.8,1996 +Bay,,10/20/1996,2.2,9.71,7.6,0.35,0.73,15,,56.48,11:31,"Strader, Pease, Feldman",,,13.6,1996 +Bay,,10/26/1996,2.8,8.15,6.7,0.38,0.75,19,,67.28,6:43,"Strader, Pease, Feldman",,,19.6,1996 +Bay,,11/3/1996,2,6.5,6.8,0.48,0.58,10.1,,48.74,17:45,"Strader, Pease, Feldman",,,9.3,1996 +Bay,,11/12/1996,1.9,11.43,7.1,0.45,0.55,6.2,,41.414,9:56,"Strader, Pease, Feldman",,,5.23,1996 +Bay,,11/17/1996,1.8,11.8,6.8,0.28,0.3,9.1,,51.44,10:33,"Strader, Pease, Feldman",,,10.8,1996 +Bay,,12/1/1996,1.9,10.9,6.9,0.4,0.6,11,,63.5,12:00,"Strader, Pease, Feldman",,,17.5,1996 +Bay,,12/8/1996,1.6,11.2,6.9,0.4,0.65,9.1,,51.08,1:55,"Strader, Pease, Feldman",,,10.6,1996 +Bay,,12/21/1996,1.8,12.25,6.9,0.31,0.61,5.21,,38.3,7:12,"Strader, Pease, Feldman",,,3.5,1996 +Bay,,1/5/1997,2,9.2,6.7,0.2,0.7,13.5,,63.32,7:40,"Pease, Strader",,,17.4,1997 +Bay,,1/19/1997,1.3,13.3,7,0.3,0.3,0,,,0:00,"Pease, Strader",,,-17.77777778,1997 +Bay,,2/1/1997,1.5,10.9,6.6,2.5,3.5,10.1,,62.06,1:26,"Pease, Strader",,,16.7,1997 +Bay,,2/15/1997,1.3,10.55,6.6,0.3,0.6,8.2,,41,0:00,"Pease, Strader",,,5,1997 +Bay,,3/3/1997,1.8,9.45,6.9,0.3,0.54,14.1,,48.02,0:28,"Pease, Strader",,,8.9,1997 +Bay,,3/15/1997,1.2,10.2,6.5,0.2,0.52,13.2,,47.66,15:50,"Pease, Strader",,,8.7,1997 +Bay,,4/13/1997,1.2,9.8,6.9,0.28,0.74,17.1,,68.18,4:19,"Pease, Strader",,,20.1,1997 +Bay,,4/19/1997,1.3,10.8,6.7,0.2,0.49,11,,59.54,12:57,"Pease, Strader",,,15.3,1997 +Bay,,4/26/1997,1.1,10.1,6.8,0.25,0.55,15.5,,59.36,8:38,"Pease, Strader",,,15.2,1997 +Bay,,5/4/1997,1.1,9.73,6.5,0.3,0.88,18,,61.52,12:28,"Pease, Strader",,,16.4,1997 +Bay,,5/12/1997,1.5,9.5,7.3,0.3,0.67,21,,,0:00,"Pease, Strader",,,-17.77777778,1997 +Bay,,5/16/1997,1.3,10.2,6.6,0.35,0.7,20.5,,68.36,8:38,"Pease, Strader",,,20.2,1997 +Bay,,5/24/1997,1.6,9.9,7.5,0.38,0.5,23,,72.14,3:21,"Pease, Strader",,,22.3,1997 +Bay,,5/30/1997,1.6,9.5,8,,0.2,23,,,0:00,"Pease, Strader",,,-17.77777778,1997 +Bay,,6/8/1997,1,10.5,6.3,0.1,0.15,18,,61.7,16:48,"Pease, Strader",,,16.5,1997 +Bay,,6/21/1997,1.5,7.5,6.5,0.4,0.7,26.5,,84.02,0:28,"Pease, Strader",,,28.9,1997 +Bay,,6/27/1997,1.5,8.5,8,0.5,0.62,29,,78.4,9:36,"Pease, Strader",,,25.77777778,1997 +Bay,,7/6/1997,1.5,7.6,6.8,0.48,0.68,27,,76.46,11:02,"Pease, Strader",,,24.7,1997 +Bay,,7/12/1997,1.5,8.55,6.4,0.4,0.4,27,,80.06,1:26,"Pease, Strader",,,26.7,1997 +Bay,,7/20/1997,1.6,8.7,7.4,0.39,0.58,27.5,,83.48,11:31,"Pease, Strader",,,28.6,1997 +Bay,,7/27/1997,1.5,9.7,7.8,0.38,0.69,27,,86.72,17:16,"Pease, Strader",,,30.4,1997 +Bay,,7/29/1997,1.5,8.1,8,0.4,0.65,28,,82,0:00,"Pease, Strader",,,27.77777778,1997 +Bay,,8/9/1997,1.7,9.8,8.6,0.38,0.5,27.5,,78.62,14:52,"Pease, Strader",,,25.9,1997 +Bay,,8/15/1997,1.7,7.7,8.2,0.45,0.63,8.4,,82.6,14:24,"Pease, Strader",,,28.11111111,1997 +Bay,,8/22/1997,1.7,9,8.2,0.38,0.67,25.5,,77.7,16:48,"Pease, Strader",,,25.38888889,1997 +Bay,,8/30/1997,1.8,9.6,8.1,0.32,0.45,26,,78.98,23:31,"Pease, Strader",,,26.1,1997 +Bay,,9/14/1997,1.9,9.6,7.9,0.21,0.61,24,,78.62,14:52,"Pease, Strader",,,25.9,1997 +Bay,,10/5/1997,1.9,10.25,8.2,0.28,0.65,21.6,,74.12,2:52,"Pease, Strader",,,23.4,1997 +Bay,,10/26/1997,,9.6,7.5,0.35,0.61,,,62.6,14:24,"Pease, Strader",,,17,1997 +Bay,,11/9/1997,1.8,10.6,6.5,0.35,0.65,12,,51.62,14:52,"Pease, Strader",,,10.9,1997 +Bay,,12/6/1997,1.5,14.3,6.9,0.3,0.45,6,,40.1,2:24,"Pease, Strader",,,4.5,1997 +Bay,,1/4/1998,1.5,12.3,6.4,0.25,0.5,8.9,,57.2,4:48,Strader,,,14,1998 +Bay,,1/25/1998,1.2,12.5,6.5,0.3,0.6,8.1,,45.86,20:38,Strader,,,7.7,1998 +Bay,,2/22/1998,1.1,10.7,6.3,0.25,0.75,10.5,,,12:00,Strader,,,-17.77777778,1998 +Bay,,3/22/1998,1,11.1,6.4,0.25,0.71,11,,48.74,17:45,Strader,,,9.3,1998 +Bay,,4/19/1998,1,10.8,6.9,0.3,0.78,17,,,0:00,Strader,,,-17.77777778,1998 +Bay,,5/2/1998,1,10.9,8.2,0.35,0.78,21.5,,72.5,12:00,Strader,,,22.5,1998 +Bay,,5/17/1998,1.1,9.3,6.8,0.25,0.48,23.5,,80.78,18:43,Strader,,,27.1,1998 +Bay,,6/7/1998,1.1,10,7.2,0.4,0.5,22.9,,,21:36,Strader,,,-17.77777778,1998 +Bay,,6/14/1998,0.9,9.7,6.8,0.4,0.65,26,,79.88,21:07,Strader,,,26.6,1998 +Bay,,7/5/1998,1,8.4,6.9,0.32,0.65,26,,82.04,0:57,Strader,,,27.8,1998 +Bay,,7/25/1998,0.9,8.6,7.3,0.4,0.65,29,,81.32,7:40,Strader,,,27.4,1998 +Bay,,8/23/1998,1,11,8.8,0.3,0.62,28,,85.1,2:24,Strader,,,29.5,1998 +Bay,,9/12/1998,0.9,10.8,8.5,0.28,0.66,25,,87.1,2:24,Strader,,,30.61111111,1998 +Bay,,11/2/1998,1.1,10,6.9,0.3,0.35,14,,58.28,6:43,Strader,,,14.6,1998 +Bay,,11/21/1998,1,10.9,7.3,0.3,0.48,15,,57.56,13:26,Strader,,,14.2,1998 +A,,8/11/1999,3,2.6,7.7,0.6,0.6,26,,80.96,23:02,Not Recorded,,,27.2,1999 +A,,8/18/1999,3,1.6,8.7,,,31,,91.4,9:36,Not Recorded,,,33,1999 +A,,9/8/1999,1.8,1.35,8.2,0.4,1,28,,76.6,14:24,Not Recorded,,,24.77777778,1999 +A,,10/15/1999,0.1,5.65,7.3,0.6,0.8,20,,,0:00,Not Recorded,,,-17.77777778,1999 +A,,11/10/1999,0,6.7,7.6,0.65,0.95,18,,,0:00,Not Recorded,,,-17.77777778,1999 +A,,12/16/1999,,4.7,8.2,0.6,0.8,,,52,0:00,Not Recorded,,,11.11111111,1999 +A,,12/30/1999,1,7.8,6.9,0.65,0.85,8,,42.8,19:12,Not Recorded,,,6,1999 +B,,8/11/1999,2.5,3.1,8.1,0.25,0.25,27,,80.96,23:02,Not Recorded,,,27.2,1999 +B,,8/18/1999,3,2.2,8.9,,,30,,87.8,19:12,Not Recorded,,,31,1999 +B,,9/8/1999,0.9,3.6,8.2,0.3,0.3,32,,,0:00,Not Recorded,,,-17.77777778,1999 +B,,10/15/1999,1,4.7,7,0.3,0.3,17,,,0:00,Not Recorded,,,-17.77777778,1999 +B,,10/27/1999,,,7.7,0.25,0.25,,,72,0:00,Not Recorded,,,22.22222222,1999 +B,,11/10/1999,1,6.3,7.4,0.4,0.4,16,,,0:00,Not Recorded,,,-17.77777778,1999 +B,,12/16/1999,,3.25,7.9,0.21,0.21,,,51,0:00,Not Recorded,,,10.55555556,1999 +B,,12/30/1999,0.2,6.1,6.9,0.25,0.25,7,,41,0:00,Not Recorded,,,5,1999 +C,,8/11/1999,3,1.9,8.5,0.5,0.5,27,,84.2,4:48,Not Recorded,,,29,1999 +C,,8/18/1999,0.1,1.9,8.8,,,27,,82.4,9:36,Not Recorded,,,28,1999 +C,,9/8/1999,1,2.4,8,5.8,5.8,34,,,0:00,Not Recorded,,,-17.77777778,1999 +C,,9/22/1999,1,3.7,7.8,0.8,0.8,18,,60,0:00,Not Recorded,,,15.55555556,1999 +C,,10/15/1999,0.1,5.5,6.6,0.55,0.55,19,,,0:00,Not Recorded,,,-17.77777778,1999 +C,,10/27/1999,0,3.7,7.7,0.55,0.55,43,,72,0:00,Not Recorded,,,22.22222222,1999 +C,,11/10/1999,0.2,10,7.8,0.6,0.6,17,,,0:00,Not Recorded,,,-17.77777778,1999 +C,,12/16/1999,,4.3,7.9,0.7,0.7,,,50,0:00,Not Recorded,,,10,1999 +C,,12/30/1999,0.1,7.3,6.9,0.7,0.7,5,,41,0:00,Not Recorded,,,5,1999 +D,,8/11/1999,0.2,2.5,8.6,0.63,1.25,27,,85.46,11:02,Not Recorded,,,29.7,1999 +D,,8/18/1999,3,2.8,8,,,28,,87.8,N/A,Not Recorded,,,31,1999 +D,,9/8/1999,0,1.5,7.4,1.75,1.85,34.5,,,12:00,Not Recorded,,,-17.77777778,1999 +D,,9/22/1999,0,1.9,7.6,0.5,1.65,18,,,0:00,Not Recorded,,,-17.77777778,1999 +D,,10/15/1999,0,3.25,7.3,0.55,1.55,17,,,0:00,Not Recorded,,,-17.77777778,1999 +D,,10/27/1999,0.4,3.4,7.4,0.95,1.35,42.5,,72,0:00,Not Recorded,,,22.22222222,1999 +D,,11/10/1999,0,6.5,8,1.05,1.5,15,,60,0:00,Not Recorded,,,15.55555556,1999 +D,,11/30/1999,0,6.45,8.8,1.15,1.35,,,37.2,4:48,Not Recorded,,,2.888888889,1999 +D,,12/16/1999,0,7.8,8.9,0.8,1.4,11,,49,0:00,Not Recorded,,,9.444444444,1999 +D,,12/30/1999,0,8.25,8,1.1,1.4,5,,41,0:00,Not Recorded,,,5,1999 +Bay,,1/9/1999,1.2,11.2,7.2,0.28,0.5,9,,58.82,19:40,"Strader, S. Poe",,,14.9,1999 +Bay,,1/23/1999,1.1,11.2,6.7,0.28,0.6,15,,,0:00,"Strader, S. Poe",,,-17.77777778,1999 +Bay,,8/5/1999,1.8,1.8,9.5,0.35,0.35,27,,,0:00,"Strader, S. Poe",,,-17.77777778,1999 +Bay,,8/11/1999,3,7,9.2,0.4,0.65,28,,86.54,12:57,"Strader, S. Poe",,,30.3,1999 +Bay,,8/18/1999,3,3,9.1,,,29,,87.8,19:12,"Strader, S. Poe",,,31,1999 +Bay,,9/8/1999,2.2,1.9,8.5,0.9,0.95,28,,76.6,14:24,"Strader, S. Poe",,,24.77777778,1999 +Bay,,10/15/1999,2,4.8,5.7,0.42,0.5,16,,65,0:00,"Strader, S. Poe",,,18.33333333,1999 +Bay,,10/27/1999,0.3,4.3,8.6,0.5,0.5,24.5,,,N/A,"Strader, S. Poe",,,-17.77777778,1999 +Bay,,11/10/1999,1,7.5,8.1,5.5,5.5,14,,60,0:00,"Strader, S. Poe",,,15.55555556,1999 +Bay,,12/16/1999,1,8.7,9.1,0.5,0.85,11,,48,0:00,"Strader, S. Poe",,,8.888888889,1999 +Bay,,12/30/1999,0.1,6.1,7,0.25,0.45,5,,41,0:00,"Strader, S. Poe",,,5,1999 +A,,2/17/2000,0.08,,8,0.95,1.05,9,,43,0:00,Not Recorded,,,6.111111111,2000 +A,,2/29/2000,1.5,5,8.1,0.9,1.1,15,,58,0:00,Not Recorded,,,14.44444444,2000 +A,,3/13/2000,1,,7.5,0.85,0.88,14,,48,0:00,Not Recorded,,,8.888888889,2000 +A,,4/3/2000,1,,7,0.55,1.05,19,,,0:00,Not Recorded,,,-17.77777778,2000 +A,,5/1/2000,0.5,3.6,7.1,0.9,1,23,,75,0:00,Not Recorded,,,23.88888889,2000 +A,,5/15/2000,1,6.4,8.2,0.85,0.9,27,,71,0:00,Not Recorded,,,21.66666667,2000 +A,,5/30/2000,0.5,,7.8,0.65,0.65,15,,58,0:00,Not Recorded,,,14.44444444,2000 +A,,6/13/2000,1,,8,0.45,0.55,27,,72,0:00,Not Recorded,,,22.22222222,2000 +A,,6/26/2000,1,5.5,8,0.55,0.55,30.5,,84.2,,Not Recorded,,,29,2000 +A,,7/11/2000,0.8,,8.1,0.37,0.8,31,,80.6,14:24,Not Recorded,,,27,2000 +A,,7/24/2000,0.05,6.1,8,0.55,0.55,25,,78,0:00,Not Recorded,,,25.55555556,2000 +A,,8/10/2000,0,,6.4,0.65,0.65,29,,83,0:00,Not Recorded,,,28.33333333,2000 +A,,8/22/2000,0,5.2,7.5,0.65,0.65,25,,72,0:00,Not Recorded,,,22.22222222,2000 +A,,9/6/2000,0,,8,0.9,0.9,21,,72,0:00,Not Recorded,,,22.22222222,2000 +A,,9/18/2000,0,5.8,,0.4,0.75,22,,70,0:00,Not Recorded,,,21.11111111,2000 +A,,10/4/2000,1.1,8.7,8.3,0.55,0.7,35,,84,0:00,Not Recorded,,,28.88888889,2000 +A,,10/26/2000,1,,8.7,0.63,0.63,21,,67,0:00,Not Recorded,,,19.44444444,2000 +A,,11/1/2000,0,9.75,8.2,0.65,0.65,16,,58,0:00,Not Recorded,,,14.44444444,2000 +A,,11/14/2000,1,,7.5,0.5,0.75,13,,55,0:00,Not Recorded,,,12.77777778,2000 +A,,12/11/2000,1,,8,0.75,0.75,7.5,,45,0:00,Not Recorded,,,7.222222222,2000 +A,,12/18/2000,1,9.9,8.2,0.7,0.7,9,,44,0:00,Not Recorded,,,6.666666667,2000 +B,,2/2/2000,1,6.4,7.1,0.35,0.35,5,,46,0:00,Not Recorded,,,7.777777778,2000 +B,,2/17/2000,1.2,,7.8,0.4,0.4,10,,43,0:00,Not Recorded,,,6.111111111,2000 +B,,2/29/2000,1.2,,7.8,0.37,0.37,14,,58,0:00,Not Recorded,,,14.44444444,2000 +B,,3/13/2000,1.5,10,7.8,0.3,0.3,12.5,,48,0:00,Not Recorded,,,8.888888889,2000 +B,,4/3/2000,1.5,,7,0.35,0.35,21,,,0:00,Not Recorded,,,-17.77777778,2000 +B,,5/1/2000,1,3.5,7.5,0.15,0.15,25.5,,75,0:00,Not Recorded,,,23.88888889,2000 +B,,5/15/2000,1.5,7.6,9.7,4,4.5,30,,71,0:00,Not Recorded,,,21.66666667,2000 +B,,5/30/2000,1,,8,0.2,0.2,15,,58,0:00,Not Recorded,,,14.44444444,2000 +B,,6/13/2000,1,,8.6,0.15,0.4,27,,72,0:00,Not Recorded,,,22.22222222,2000 +B,,6/26/2000,1,8.3,8.8,0.05,0.1,30,,82.4,9:36,Not Recorded,,,28,2000 +B,,7/11/2000,1,,7.6,0.15,0.15,31,,87.8,19:12,Not Recorded,,,31,2000 +B,,7/24/2000,1,1.8,7.5,0,0.15,24,,78,0:00,Not Recorded,,,25.55555556,2000 +B,,8/10/2000,1,,6.3,0.23,0.23,29,,83,0:00,Not Recorded,,,28.33333333,2000 +B,,8/22/2000,0,2.4,7.8,0.35,0.35,22,,71,0:00,Not Recorded,,,21.66666667,2000 +B,,9/6/2000,0,,7.9,0.45,0.45,21,,72,0:00,Not Recorded,,,22.22222222,2000 +B,,9/18/2000,0.8,7.6,7.9,0.1,0.1,20,,70,0:00,Not Recorded,,,21.11111111,2000 +B,,10/4/2000,1,8.5,8.5,0.1,0.1,30,,84,0:00,Not Recorded,,,28.88888889,2000 +B,,10/26/2000,2,,8.7,0.1,0.25,22,,67,0:00,Not Recorded,,,19.44444444,2000 +B,,11/1/2000,1,5.5,8.1,0.1,0.11,14,,58,0:00,Not Recorded,,,14.44444444,2000 +B,,11/14/2000,1.5,,7.8,0.35,0.35,14,,55,0:00,Not Recorded,,,12.77777778,2000 +B,,12/11/2000,1.5,,7.8,0.3,0.65,8,,45,0:00,Not Recorded,,,7.222222222,2000 +B,,12/18/2000,1.5,7.2,7.9,0.2,0.4,7.5,,43.4,9:36,Not Recorded,,,6.333333333,2000 +C,,2/2/2000,1,5.9,6.9,0.65,0.81,4,,45,0:00,Not Recorded,,,7.222222222,2000 +C,,2/17/2000,1,,7.6,0.85,0.85,9.9,,43,0:00,Not Recorded,,,6.111111111,2000 +C,,2/29/2000,0.9,,7.9,0.85,0.85,16,,60,0:00,Not Recorded,,,15.55555556,2000 +C,,3/13/2000,1,,8.6,0.7,0.83,14,,45,0:00,Not Recorded,,,7.222222222,2000 +C,,4/3/2000,1,,8.4,0.7,0.9,21,,,0:00,Not Recorded,,,-17.77777778,2000 +C,,5/1/2000,0.5,,7.8,0.6,0.6,,,75,0:00,Not Recorded,,,23.88888889,2000 +C,,5/15/2000,1,,9.3,0.4,0.45,27,,71,0:00,Not Recorded,,,21.66666667,2000 +C,,5/30/2000,0.5,7.9,8,0.5,0.5,15,,58,0:00,Not Recorded,,,14.44444444,2000 +C,,6/13/2000,1,8.2,9.5,0.4,0.4,28,,73,0:00,Not Recorded,,,22.77777778,2000 +C,,6/26/2000,1,,8.8,0.5,0.5,29,,82.4,9:36,Not Recorded,,,28,2000 +C,,7/11/2000,0.01,5.7,8.2,0.5,0.5,32,,80.6,14:24,Not Recorded,,,27,2000 +C,,7/24/2000,0.5,,8,0.45,0.45,25,,78,0:00,Not Recorded,,,25.55555556,2000 +C,,8/10/2000,0,6.3,6.7,0.6,0.6,29,,83,0:00,Not Recorded,,,28.33333333,2000 +C,,8/22/2000,0,,8.3,0.5,0.5,24,,71,0:00,Not Recorded,,,21.66666667,2000 +C,,9/6/2000,0,6.3,8.1,0.55,0.55,21,,72,0:00,Not Recorded,,,22.22222222,2000 +C,,9/18/2000,0,,8.1,0.35,0.35,21,,68,0:00,Not Recorded,,,20,2000 +C,,10/4/2000,1.5,,8.1,0.35,0.35,26,,83,0:00,Not Recorded,,,28.33333333,2000 +C,,10/26/2000,0.5,6.2,8.4,0.25,0.25,21.5,,67,0:00,Not Recorded,,,19.44444444,2000 +C,,11/1/2000,1,,8.3,0.4,0.4,15,,58,0:00,Not Recorded,,,14.44444444,2000 +C,,11/14/2000,1,6,7.4,0.3,0.3,13,,55,0:00,Not Recorded,,,12.77777778,2000 +C,,12/11/2000,1,6.5,8.1,0.1,0.1,7.5,,45,0:00,Not Recorded,,,7.222222222,2000 +C,,12/18/2000,1,,7.9,0.35,0.35,11,,43.4,9:36,Not Recorded,,,6.333333333,2000 +D,,2/2/2000,0,7.1,7.2,1.4,1.4,4,,45,0:00,Not Recorded,,,7.222222222,2000 +D,,2/17/2000,0,,8.5,1.45,1.45,9.5,,43,0:00,Not Recorded,,,6.111111111,2000 +D,,2/29/2000,0,6.9,7,0.9,0.95,14,,62,0:00,Not Recorded,,,16.66666667,2000 +D,,3/13/2000,0,,8.4,0.85,0.95,14,,45,0:00,Not Recorded,,,7.222222222,2000 +D,,4/3/2000,0,7.4,8.6,1.1,1.35,20,,,0:00,Not Recorded,,,-17.77777778,2000 +D,,5/1/2000,0,,7.6,1.1,1.6,19.5,,75,0:00,Not Recorded,,,23.88888889,2000 +D,,5/15/2000,0,,8.3,0.65,1.55,27,,71,0:00,Not Recorded,,,21.66666667,2000 +D,,5/30/2000,0,6.3,8.2,0.1,1.6,15,,50,0:00,Not Recorded,,,10,2000 +D,,6/13/2000,0,6.3,7.7,0.75,1.4,,,78.8,19:12,Not Recorded,,,26,2000 +D,,6/26/2000,0,,8.2,0.8,1.6,29,,80.6,14:24,Not Recorded,,,27,2000 +D,,7/11/2000,0,4.4,8.6,0.65,1.6,27,,78.8,19:12,Not Recorded,,,26,2000 +D,,7/24/2000,0,,8.1,0.7,0.85,25,,78,0:00,Not Recorded,,,25.55555556,2000 +D,,8/10/2000,0,4.1,5.6,0.65,1.6,28,,83,0:00,Not Recorded,,,28.33333333,2000 +D,,8/22/2000,0,,8.3,0.6,1.5,24,,71,0:00,Not Recorded,,,21.66666667,2000 +D,,9/6/2000,0,5,8.5,0.7,1.65,21,,71.6,14:24,Not Recorded,,,22,2000 +D,,9/18/2000,0,,8.6,0.6,1.52,20,,68,0:00,Not Recorded,,,20,2000 +D,,10/4/2000,1,,8.6,0.8,1.8,27,,83,0:00,Not Recorded,,,28.33333333,2000 +D,,10/26/2000,0,8.5,8.8,0.7,1.05,19.5,,66,0:00,Not Recorded,,,18.88888889,2000 +D,,11/1/2000,0,,8.8,1.2,1.4,14.5,,58,0:00,Not Recorded,,,14.44444444,2000 +D,,11/14/2000,0,6.2,9,0.7,1.4,13,,55,0:00,Not Recorded,,,12.77777778,2000 +D,,12/11/2000,0,10,9.3,1.1,1.3,7,,45,0:00,Not Recorded,,,7.222222222,2000 +D,,12/18/2000,0,,8.8,1.05,1.45,10,,43.2,4:48,Not Recorded,,,6.222222222,2000 +Bay,,2/2/2000,1.5,6.1,7.2,0.05,0.4,3,,43,0:00,S. Poe,,,6.111111111,2000 +Bay,,2/17/2000,1,,7.5,0.15,0.35,10,,43,0:00,S. Poe,,,6.111111111,2000 +Bay,,2/29/2000,1.2,9,7,0.25,0.35,,,17,0:00,S. Poe,,,-8.333333333,2000 +Bay,,3/13/2000,1.5,9.75,8.6,0.45,0.5,12,,45,0:00,S. Poe,,,7.222222222,2000 +Bay,,4/3/2000,1.5,7.6,9.1,0.3,0.7,18,,,0:00,S. Poe,,,-17.77777778,2000 +Bay,,5/1/2000,1,4.1,7.9,0.3,0.65,19.5,,75,0:00,S. Poe,,,23.88888889,2000 +Bay,,5/15/2000,1.2,8,8.7,0.4,0.45,23,,71,0:00,S. Poe,,,21.66666667,2000 +Bay,,5/30/2000,,,,,,,,57.9,N/A,S. Poe,,,14.38888889,2000 +Bay,,6/13/2000,1.5,7.3,8.4,0.4,0.64,26,,73.7,16:48,S. Poe,,,23.16666667,2000 +Bay,,6/26/2000,1.5,7,8.5,0.5,0.85,26,,83,0:00,S. Poe,,,28.33333333,2000 +Bay,,7/11/2000,1,5,8.6,0.4,0.8,27,,77,0:00,S. Poe,,,25,2000 +Bay,,7/24/2000,1,6.4,8.2,0.4,0.55,25,,78,0:00,S. Poe,,,25.55555556,2000 +Bay,,8/10/2000,1.5,6,8.1,0.6,0.68,28,,83,0:00,S. Poe,,,28.33333333,2000 +Bay,,8/22/2000,1,7.1,8.7,0.3,0.45,22,,71,0:00,S. Poe,,,21.66666667,2000 +Bay,,9/6/2000,1,5.2,8.6,0.2,0.45,20,,72,0:00,S. Poe,,,22.22222222,2000 +Bay,,9/18/2000,1,5.5,,0.35,0.55,20,,67,0:00,S. Poe,,,19.44444444,2000 +Bay,,10/4/2000,0.8,7.3,8.6,0.3,0.7,27,,83,0:00,S. Poe,,,28.33333333,2000 +Bay,,10/26/2000,1,5.3,8.8,0.26,0.35,19.5,,66,0:00,S. Poe,,,18.88888889,2000 +Bay,,11/1/2000,1,4.8,9.2,0.3,0.3,16,,57.7,16:48,S. Poe,,,14.27777778,2000 +Bay,,11/14/2000,1,7.8,9.9,0.4,0.6,13,,55,0:00,S. Poe,,,12.77777778,2000 +Bay,,12/11/2000,1,10,,0.3,0.5,7.5,,45,0:00,S. Poe,,,7.222222222,2000 +Bay,,12/18/2000,1,9.4,8.8,0.16,,9.5,,43.2,4:48,S. Poe,,,6.222222222,2000 +A,,1/8/2001,1,,7.9,0.8,0.8,5,,44,0:00,Not Recorded,,,6.666666667,2001 +A,,1/23/2001,1,5.7,8.4,0.7,0.7,5,,38.8,19:12,Not Recorded,,,3.777777778,2001 +A,,2/6/2001,1,,8,0.8,0.8,11,,52,0:00,Not Recorded,,,11.11111111,2001 +A,,2/20/2001,1,8.1,7.8,0.75,0.75,10,,62,0:00,Not Recorded,,,16.66666667,2001 +A,,3/15/2001,0.5,7.7,8,0.65,0.85,13.5,,52,0:00,Not Recorded,,,11.11111111,2001 +A,,3/26/2001,1,,7.4,0.85,0.85,10,,41,0:00,Not Recorded,,,5,2001 +A,,4/9/2001,1,6.8,,0.6,0.95,22,,72,0:00,Not Recorded,,,22.22222222,2001 +A,,4/24/2001,1,,8.4,0.8,0.8,21,,72,0:00,Not Recorded,,,22.22222222,2001 +A,,5/8/2001,1,2.5,9.1,0.2,0.65,22,,65,0:00,Not Recorded,,,18.33333333,2001 +A,,5/22/2001,3,,8.2,0.45,0.8,24,,74,0:00,Not Recorded,,,23.33333333,2001 +A,,6/5/2001,1,5.5,8.7,0.8,0.8,24,,71,0:00,Not Recorded,,,21.66666667,2001 +A,,6/18/2001,1,,8.6,0.75,0.75,28,,78,0:00,Not Recorded,,,25.55555556,2001 +A,,7/5/2001,3,4.2,8.3,0.4,0.65,27,,76,0:00,Not Recorded,,,24.44444444,2001 +A,,7/20/2001,1.5,4.9,9.2,0.5,0.5,26,,72,0:00,Not Recorded,,,22.22222222,2001 +A,,8/8/2001,3,4.5,8.5,0.35,1.1,30,,88,0:00,Not Recorded,,,31.11111111,2001 +A,,8/20/2001,3.3,,7.9,0.4,1.3,27.5,,80,0:00,Not Recorded,,,26.66666667,2001 +A,,9/5/2001,3,3,0.3,0.35,1.1,26,,76,0:00,Not Recorded,,,24.44444444,2001 +A,,9/18/2001,2,3.6,8.9,0.65,0.9,24,,77,0:00,Not Recorded,,,25,2001 +A,,10/2/2001,2,,7.8,0.5,1.1,21,,73,0:00,Not Recorded,,,22.77777778,2001 +A,,10/22/2001,3,3.8,8.4,0.6,0.85,19,,70,0:00,Not Recorded,,,21.11111111,2001 +A,,11/6/2001,3,4.9,8.2,0.6,0.8,14,,52.9,21:36,Not Recorded,,,11.61111111,2001 +A,,11/20/2001,4,6.3,,0.2,0.85,12,,52,0:00,Not Recorded,,,11.11111111,2001 +A,,12/4/2001,,6.3,8.1,0.5,1,18,,55,0:00,Not Recorded,,,12.77777778,2001 +B,,1/8/2001,2,,7.9,0.42,0.42,6,,44,0:00,Not Recorded,,,6.666666667,2001 +B,,1/23/2001,1,7.8,8,0.3,0.3,6,,38.8,19:12,Not Recorded,,,3.777777778,2001 +B,,2/6/2001,1.5,,7.8,0.25,0.25,10,,52,0:00,Not Recorded,,,11.11111111,2001 +B,,2/20/2001,1.5,9.3,7.7,0.4,0.4,12,,62,0:00,Not Recorded,,,16.66666667,2001 +B,,3/15/2001,,8.1,7.8,0.4,0.4,,,52,0:00,Not Recorded,,,11.11111111,2001 +B,,3/26/2001,1.5,,7.7,0.6,0.6,9,,41,0:00,Not Recorded,,,5,2001 +B,,4/9/2001,1.5,6.5,,0.3,0.3,27,,72,0:00,Not Recorded,,,22.22222222,2001 +B,,4/24/2001,2,,8,0.2,0.2,22,,72,0:00,Not Recorded,,,22.22222222,2001 +B,,5/8/2001,2,3,8.7,0.01,0.01,25,,65,0:00,Not Recorded,,,18.33333333,2001 +B,,5/22/2001,3,,8.3,0.1,0.1,26,,74,0:00,Not Recorded,,,23.33333333,2001 +B,,6/5/2001,2,4.1,8.5,0.1,0.1,24,,71,0:00,Not Recorded,,,21.66666667,2001 +B,,6/18/2001,2,,8.3,0.1,0.1,29,,78,0:00,Not Recorded,,,25.55555556,2001 +B,,7/5/2001,3,3.9,8.1,0.23,0.23,,,75,0:00,Not Recorded,,,23.88888889,2001 +B,,7/20/2001,,,,,,,,73,0:00,Not Recorded,,,22.77777778,2001 +B,,8/8/2001,3,2.3,8.3,0.2,0.2,30,,84,0:00,Not Recorded,,,28.88888889,2001 +B,,8/20/2001,3,,7.7,0.3,0.3,27,,80,0:00,Not Recorded,,,26.66666667,2001 +B,,9/5/2001,2.5,0,7.8,0.1,0.25,25,,76,0:00,Not Recorded,,,24.44444444,2001 +B,,9/18/2001,3,1.5,8.5,0.25,0.35,23,,78,0:00,Not Recorded,,,25.55555556,2001 +B,,10/2/2001,3,,7.7,0.3,0.3,23,,73,0:00,Not Recorded,,,22.77777778,2001 +B,,10/22/2001,3,2.6,8.2,0.2,0.2,20,,69,0:00,Not Recorded,,,20.55555556,2001 +B,,11/6/2001,3.5,4.2,8.3,0.2,0.2,13,,52.9,21:36,Not Recorded,,,11.61111111,2001 +B,,11/20/2001,3,5.3,,0.1,0.3,13,,52,0:00,Not Recorded,,,11.11111111,2001 +B,,12/4/2001,,5.9,8.2,0.15,0.2,16,,55,0:00,Not Recorded,,,12.77777778,2001 +C,,1/8/2001,1,5.9,8.3,0.55,0.55,5,,43,N/A,Not Recorded,,,6.111111111,2001 +C,,1/23/2001,1,,8.3,0.6,0.6,4,,38.8,19:12,Not Recorded,,,3.777777778,2001 +C,,2/6/2001,1,6,7.9,0.6,0.6,10,,52,0:00,Not Recorded,,,11.11111111,2001 +C,,2/20/2001,1,,7.7,0.55,0.55,12,,62,0:00,Not Recorded,,,16.66666667,2001 +C,,3/15/2001,1,,7.8,0.3,0.6,13,,52,0:00,Not Recorded,,,11.11111111,2001 +C,,3/26/2001,1,9.9,8.3,0.6,0.6,9,,41,0:00,Not Recorded,,,5,2001 +C,,4/9/2001,1,,,0.55,0.55,23,,70,0:00,Not Recorded,,,21.11111111,2001 +C,,4/24/2001,1,4.8,8.1,0.4,0.4,23,,73,0:00,Not Recorded,,,22.77777778,2001 +C,,5/8/2001,1,,8.5,0.4,0.4,19.5,,64,0:00,Not Recorded,,,17.77777778,2001 +C,,5/22/2001,3,2.5,7.6,0.32,0.32,24,,72,0:00,Not Recorded,,,22.22222222,2001 +C,,6/5/2001,2,,8.3,0.3,0.3,23,,71,0:00,Not Recorded,,,21.66666667,2001 +C,,6/18/2001,2,4,8.4,0.3,0.3,27,,77,0:00,Not Recorded,,,25,2001 +C,,7/5/2001,2.5,,7.9,0.25,0.25,26,,75,0:00,Not Recorded,,,23.88888889,2001 +C,,7/20/2001,,,,,,,,,0:02,Not Recorded,,,-17.77777778,2001 +C,,8/8/2001,3,,8.5,0.25,0.25,31,,82,0:00,Not Recorded,,,27.77777778,2001 +C,,8/20/2001,2.5,5.5,7.9,0.3,0.3,28,,80,0:00,Not Recorded,,,26.66666667,2001 +C,,9/5/2001,3,,7.9,0.2,0.2,25,,76,0:00,Not Recorded,,,24.44444444,2001 +C,,9/18/2001,2,,8.7,0.2,0.2,24,,78,0:00,Not Recorded,,,25.55555556,2001 +C,,10/2/2001,3,6.1,8.3,0.25,0.25,23,,73,0:00,Not Recorded,,,22.77777778,2001 +C,,10/22/2001,3,,8.2,0.25,0.25,20,,68,0:00,Not Recorded,,,20,2001 +C,,11/6/2001,3,,8.3,0.3,0.3,13,,52.9,21:36,Not Recorded,,,11.61111111,2001 +C,,11/20/2001,3,,,0.2,0.2,13,,52,0:00,Not Recorded,,,11.11111111,2001 +C,,12/4/2001,,,8.3,0.15,0.15,19,,54.7,16:48,Not Recorded,,,12.61111111,2001 +D,,1/8/2001,0,9.7,8.8,1,1.25,6,,43,0:00,Not Recorded,,,6.111111111,2001 +D,,1/23/2001,0,,9.2,1.1,1.35,5,,38.8,19:12,Not Recorded,,,3.777777778,2001 +D,,2/6/2001,0,8.4,8.7,1.1,1.4,10,,52,0:00,Not Recorded,,,11.11111111,2001 +D,,2/20/2001,0,,8.6,0.65,0.95,14,,62,0:00,Not Recorded,,,16.66666667,2001 +D,,3/15/2001,0,,8.7,0.6,1.4,13,,52,0:00,Not Recorded,,,11.11111111,2001 +D,,3/26/2001,0,9.6,9,0.7,1.5,10,,41,0:00,Not Recorded,,,5,2001 +D,,4/9/2001,0,,,0.65,1.1,22,,70,0:00,Not Recorded,,,21.11111111,2001 +D,,4/24/2001,0,4.1,9.3,0.8,1.4,19.5,,72,0:00,Not Recorded,,,22.22222222,2001 +D,,5/8/2001,0,,8.7,0.7,1.3,19.5,,64,0:00,Not Recorded,,,17.77777778,2001 +D,,5/22/2001,0,4.9,8.1,0.7,1.2,23,,71,0:00,Not Recorded,,,21.66666667,2001 +D,,6/5/2001,0,,9.1,0.6,1.25,23,,71,0:00,Not Recorded,,,21.66666667,2001 +D,,6/18/2001,0,5.5,8.7,0.5,0.9,26,,77,0:00,Not Recorded,,,25,2001 +D,,7/5/2001,0,,8.9,0.4,1.3,26.5,,75,0:00,Not Recorded,,,23.88888889,2001 +D,,7/20/2001,0,,9.3,0.05,1.1,24,,73,0:00,Not Recorded,,,22.77777778,2001 +D,,8/8/2001,0,,9.3,0.5,1.05,31,,82,0:00,Not Recorded,,,27.77777778,2001 +D,,8/20/2001,0,4.3,8.9,0.2,1.4,27,,80,0:00,Not Recorded,,,26.66666667,2001 +D,,9/5/2001,0,,8.5,0.6,1.2,25,,76,0:00,Not Recorded,,,24.44444444,2001 +D,,9/18/2001,0,,8.9,0.85,1,23,,78,0:00,Not Recorded,,,25.55555556,2001 +D,,10/2/2001,0,3.9,8.7,0.7,1.1,19,,73,0:00,Not Recorded,,,22.77777778,2001 +D,,10/22/2001,0,,8.8,0.8,1.25,21,,,0:00,Not Recorded,,,-17.77777778,2001 +D,,11/6/2001,0,,9.1,1,1,11.5,,52.9,21:36,Not Recorded,,,11.61111111,2001 +D,,11/20/2001,0,,,0.9,0.95,14,,52,0:00,Not Recorded,,,11.11111111,2001 +D,,12/4/2001,,,9.1,0.9,1,18,,54.7,16:48,Not Recorded,,,12.61111111,2001 +Bay,,1/8/2001,1,8.1,9.2,0.36,0.36,7,,43,0:00,S. Poe,,,6.111111111,2001 +Bay,,1/23/2001,1,9,9.3,0.1,0.1,8,,38.3,7:12,S. Poe,,,3.5,2001 +Bay,,2/6/2001,1,8.5,8.8,0.23,0.33,11,,51,0:00,S. Poe,,,10.55555556,2001 +Bay,,2/20/2001,1,9.2,9.1,0.2,0.35,11,,61.5,12:00,S. Poe,,,16.38888889,2001 +Bay,,3/15/2001,1.2,9.25,9.2,0.35,0.6,14,,51.8,19:12,S. Poe,,,11,2001 +Bay,,3/26/2001,1,9.9,9.4,0.25,0.45,10,,41.7,16:48,S. Poe,,,5.388888889,2001 +Bay,,4/9/2001,1,8.25,,0.3,0.65,21,,69,,S. Poe,,,20.55555556,2001 +Bay,,4/24/2001,2,6.4,9.3,0.3,0.8,20,,71,0:00,S. Poe,,,21.66666667,2001 +Bay,,5/8/2001,2,5,8.6,0.15,0.15,21,,64,0:00,S. Poe,,,17.77777778,2001 +Bay,,5/22/2001,1,7.8,8.8,0.4,0.8,20,,70,0:00,S. Poe,,,21.11111111,2001 +Bay,,6/5/2001,2,4.35,9.2,0.4,0.4,23,,70.9,21:36,S. Poe,,,21.61111111,2001 +Bay,,6/18/2001,2,5.1,8.6,0.4,0.4,25,,77,0:00,S. Poe,,,25,2001 +Bay,,7/5/2001,3.5,5.4,8.7,0.25,0.75,26,,75,0:00,S. Poe,,,23.88888889,2001 +Bay,,7/20/2001,3,7.2,9.8,0.3,0.3,23,,72,0:00,S. Poe,,,22.22222222,2001 +Bay,,8/8/2001,3,4.1,9.1,0.4,0.7,30,,80,0:00,S. Poe,,,26.66666667,2001 +Bay,,8/20/2001,3,4.9,8.7,0.3,0.85,26,,79.3,7:12,S. Poe,,,26.27777778,2001 +Bay,,9/5/2001,3,4,8.5,0.35,0.55,25,,76,0:00,S. Poe,,,24.44444444,2001 +Bay,,9/18/2001,3.5,4.6,7.7,0.15,0.15,23,,78,0:00,S. Poe,,,25.55555556,2001 +Bay,,10/2/2001,3,4.2,,0.15,0.15,22,,72.9,21:36,S. Poe,,,22.72222222,2001 +Bay,,10/22/2001,3,4.6,8.6,0.6,0.6,19,,67.3,7:12,S. Poe,,,19.61111111,2001 +Bay,,11/6/2001,3,5.5,9.5,0.25,0.25,13,,52.9,21:36,S. Poe,,,11.61111111,2001 +Bay,,11/20/2001,3.5,3.8,,0.3,0.35,15,,52,0:00,S. Poe,,,11.11111111,2001 +Bay,,12/4/2001,,,8.4,0.3,0.35,16,,54.3,7:12,S. Poe,,,12.38888889,2001 +A,,1/10/2002,3,,7.7,1,1,7,,55,0:00,Not Recorded,,,12.77777778,2002 +A,,1/22/2002,3,2.7,7.8,0.8,1.3,9,,51,0:00,Not Recorded,,,10.55555556,2002 +A,,2/11/2002,2,,8.4,0.85,1.35,10,,,,Not Recorded,,,-17.77777778,2002 +A,,2/26/2002,2,7.6,8.2,1.15,1.15,12,,59,0:00,Not Recorded,,,15,2002 +A,,3/28/2002,1,,,0.7,1,13,,45,0:00,Not Recorded,,,7.222222222,2002 +A,,4/17/2002,2,,7.5,0.55,1,28,,83,0:00,Not Recorded,,,28.33333333,2002 +A,,4/30/2002,1,2.3,7.5,0.4,1.1,22,,60,0:00,Not Recorded,,,15.55555556,2002 +A,,5/16/2002,,,7.5,0.3,0.9,,,68,0:00,Not Recorded,,,20,2002 +A,,5/28/2002,1,,7,0.5,0.9,26,,72,0:00,Not Recorded,,,22.22222222,2002 +A,,6/11/2002,2,4.2,7,0.7,0.7,26,,72,0:00,Not Recorded,,,22.22222222,2002 +A,,6/24/2002,,,7,0.9,0.9,,,83,0:00,Not Recorded,,,28.33333333,2002 +A,,7/8/2002,2,,7,0.65,0.7,,,74,0:00,Not Recorded,,,23.33333333,2002 +A,,7/23/2002,3,,7.5,0.3,0.3,,,84,0:00,Not Recorded,,,28.88888889,2002 +A,,8/1/2002,2,,7,0.5,0.7,,,87,0:00,Not Recorded,,,30.55555556,2002 +A,,8/22/2002,5,,7,0.5,0.6,,,82,0:00,Not Recorded,,,27.77777778,2002 +A,,9/5/2002,0,4.5,7,0.6,0.8,26,,81,0:00,Not Recorded,,,27.22222222,2002 +A,,9/20/2002,2,,7,0.6,0.8,,,82,0:00,Not Recorded,,,27.77777778,2002 +A,,10/18/2002,0,,6.5,0.55,0.85,,,60,0:00,Not Recorded,,,15.55555556,2002 +A,,10/31/2002,1,6.4,,1.5,1.5,10.5,,48,0:00,Not Recorded,,,8.888888889,2002 +A,,11/15/2002,0,,6.5,,2.4,13,,57,N/A,Not Recorded,,,13.88888889,2002 +A,,12/6/2002,2,7.7,7,0.5,1,5,,38,0:00,Not Recorded,,,3.333333333,2002 +A,,12/16/2002,0,,7,0.8,0.8,7.5,,,N/A,Not Recorded,,,-17.77777778,2002 +B,,1/10/2002,3.4,,7.5,0.3,0.3,10,,55,0:00,Not Recorded,,,12.77777778,2002 +B,,1/22/2002,2.5,7.2,7.9,0.45,0.45,8,,50,0:00,Not Recorded,,,10,2002 +B,,2/11/2002,2,,8.2,0.45,0.45,12,,,0:00,Not Recorded,,,-17.77777778,2002 +B,,2/26/2002,3,7.8,8.2,0.45,0.45,12,,58,0:00,Not Recorded,,,14.44444444,2002 +B,,3/28/2002,2,,,0.55,0.55,12,,45,0:00,Not Recorded,,,7.222222222,2002 +B,,4/17/2002,2,4.2,8,0.1,0.2,27,,83,0:00,Not Recorded,,,28.33333333,2002 +B,,4/30/2002,2,3.4,8.5,0.5,0.5,18,,60,0:00,Not Recorded,,,15.55555556,2002 +B,,5/16/2002,,,9,0.1,0.1,,,68,0:00,Not Recorded,,,20,2002 +B,,5/28/2002,3,,8.5,0.2,0.2,24,,72,0:00,Not Recorded,,,22.22222222,2002 +B,,6/11/2002,3,3.3,7,0.1,0.1,25,,71,0:00,Not Recorded,,,21.66666667,2002 +B,,6/24/2002,1,,7,0.1,0.35,,,83,0:00,Not Recorded,,,28.33333333,2002 +B,,7/8/2002,3,3.2,,0.3,0.35,,,73,0:00,Not Recorded,,,22.77777778,2002 +B,,7/23/2002,4,,7,0.2,0.2,,,75.2,4:48,Not Recorded,,,24,2002 +B,,8/1/2002,3,,7,0.25,0.25,,,87,0:00,Not Recorded,,,30.55555556,2002 +B,,8/22/2002,4,,9,0.1,0.1,,,82,0:00,Not Recorded,,,27.77777778,2002 +B,,9/5/2002,0,3.5,7.5,0.28,0.3,27,,81,0:00,Not Recorded,,,27.22222222,2002 +B,,9/20/2002,2,,8,0.1,0.1,,,82,0:00,Not Recorded,,,27.77777778,2002 +B,,10/18/2002,1,,6.5,0.3,0.3,,,60,0:00,Not Recorded,,,15.55555556,2002 +B,,11/15/2002,0,,7.5,,2.6,14,,56,0:00,Not Recorded,,,13.33333333,2002 +B,,12/16/2002,0,,7,,,7.5,,,N/A,Not Recorded,,,-17.77777778,2002 +C,,1/10/2002,3,6.8,7,0.4,0.4,9.5,,54,0:00,Not Recorded,,,12.22222222,2002 +C,,1/22/2002,2.5,,7.9,0.45,0.45,8,,50,0:00,Not Recorded,,,10,2002 +C,,2/11/2002,2,8.4,8.2,0.6,0.6,12,,,0:00,Not Recorded,,,-17.77777778,2002 +C,,2/26/2002,2,,8.1,0.5,0.5,11,,57,0:00,Not Recorded,,,13.88888889,2002 +C,,3/28/2002,2.5,7.7,,0.6,0.6,11.5,,45,0:00,Not Recorded,,,7.222222222,2002 +C,,4/17/2002,1,,8,0.5,0.5,26,,82,N/A,Not Recorded,,,27.77777778,2002 +C,,4/30/2002,1,,8,0.3,0.3,22,,59,N/A,Not Recorded,,,15,2002 +C,,5/16/2002,,5.7,8.5,0.25,0.25,,,65,0:00,Not Recorded,,,18.33333333,2002 +C,,5/28/2002,3.5,4.6,8,0.2,0.2,25,,70,0:00,Not Recorded,,,21.11111111,2002 +C,,6/11/2002,2.9,,8,2.5,2.5,25,,71,0:00,Not Recorded,,,21.66666667,2002 +C,,6/24/2002,3,3.8,8.5,0.2,0.2,28,,83,0:00,Not Recorded,,,28.33333333,2002 +C,,7/8/2002,0,,9,0.35,0.35,,,73,N/A,Not Recorded,,,22.77777778,2002 +C,,7/23/2002,4,3.3,7,0.2,0.2,,,84,0:00,Not Recorded,,,28.88888889,2002 +C,,8/1/2002,3,,7,0.25,0.25,,,87,0:00,Not Recorded,,,30.55555556,2002 +C,,8/22/2002,4,4.7,7,0.1,0.1,,,82,0:00,Not Recorded,,,27.77777778,2002 +C,,9/5/2002,0,,8.5,0.35,0.35,28,,81,0:00,Not Recorded,,,27.22222222,2002 +C,,9/20/2002,0,3.5,8,0.2,0.2,,,82,0:00,Not Recorded,,,27.77777778,2002 +C,,10/18/2002,1,6.7,7,0.6,0.6,,,60,0:00,Not Recorded,,,15.55555556,2002 +C,,10/31/2002,1,,7,,,10.3,,49,0:00,Not Recorded,,,9.444444444,2002 +C,,11/15/2002,0,5.8,7,,,18,,56,0:00,Not Recorded,,,13.33333333,2002 +C,,12/6/2002,2,,7,0.5,0.5,5,,38,0:00,Not Recorded,,,3.333333333,2002 +C,,12/16/2002,0,5.6,7,0.7,0.7,7.5,,,12:00,Not Recorded,,,-17.77777778,2002 +D,,1/10/2002,0,10,6.8,1.4,1.4,9,,52,0:00,Not Recorded,,,11.11111111,2002 +D,,1/22/2002,0,,8.9,1.3,1.4,9,,50,0:00,Not Recorded,,,10,2002 +D,,2/11/2002,0,8.3,9.6,1.3,1.45,11,,,0:00,Not Recorded,,,-17.77777778,2002 +D,,2/26/2002,0,,9.2,1.25,1.35,11,,57,0:00,Not Recorded,,,13.88888889,2002 +D,,3/28/2002,0,7.8,,0.8,1.5,12,,45,0:00,Not Recorded,,,7.222222222,2002 +D,,4/17/2002,0,,6,0.1,0.4,25,,82,0:00,Not Recorded,,,27.77777778,2002 +D,,4/30/2002,0,,6,0.6,1.4,21,,60,0:00,Not Recorded,,,15.55555556,2002 +D,,5/16/2002,0,3.9,,0.9,1.5,18,,64,0:00,Not Recorded,,,17.77777778,2002 +D,,5/28/2002,0,6.1,6.5,0.3,1.3,24,,70,0:00,Not Recorded,,,21.11111111,2002 +D,,6/11/2002,0,,6.5,0.2,1.4,25,,71,0:00,Not Recorded,,,21.66666667,2002 +D,,6/24/2002,,4,6.5,0.15,1.35,,,82,0:00,Not Recorded,,,27.77777778,2002 +D,,7/8/2002,0,,6.5,0.55,0.7,,,74,0:00,Not Recorded,,,23.33333333,2002 +D,,7/23/2002,0,5,7,0.85,1.2,,,83,0:00,Not Recorded,,,28.33333333,2002 +D,,8/1/2002,2,,7.5,0.6,1.3,,,85,0:00,Not Recorded,,,29.44444444,2002 +D,,8/22/2002,0,1.2,,0.3,0.95,,,80,0:00,Not Recorded,,,26.66666667,2002 +D,,9/5/2002,0,,7,0.75,1.75,26.5,,81,0:00,Not Recorded,,,27.22222222,2002 +D,,9/20/2002,0,4.2,7,0.7,1.2,26,,81,0:00,Not Recorded,,,27.22222222,2002 +D,,10/18/2002,0,5.3,6.5,0.65,1.5,,,58,0:00,Not Recorded,,,14.44444444,2002 +D,,10/31/2002,0,,6.5,,,10.3,,49,0:00,Not Recorded,,,9.444444444,2002 +D,,11/15/2002,0,6.1,6.5,,,14,,54,0:00,Not Recorded,,,12.22222222,2002 +D,,12/6/2002,1,,6.5,0.75,1.4,48,,38,0:00,Not Recorded,,,3.333333333,2002 +D,,12/16/2002,0,5.2,6,1.1,1.35,6.5,,,12:00,Not Recorded,,,-17.77777778,2002 +Bay,,1/10/2002,3,7.5,6.9,0.2,0.55,,,51.2,4:48,S. Poe,,,10.66666667,2002 +Bay,,1/22/2002,3,9,9,0.3,0.35,59,,49.9,21:36,S. Poe,,,9.944444444,2002 +Bay,,2/11/2002,3,5.7,9.9,0.1,0.3,12,,,,S. Poe,,,-17.77777778,2002 +Bay,,2/26/2002,3,7.6,9.2,0.3,0.35,11,,57,0:00,S. Poe,,,13.88888889,2002 +Bay,,3/28/2002,3,8.3,,0.25,0.35,12,,45,0:00,S. Poe,,,7.222222222,2002 +Bay,,4/17/2002,3,4.4,7.5,0.3,0.7,25,,80,0:00,S. Poe,,,26.66666667,2002 +Bay,,4/30/2002,3,7.3,7.5,0.4,0.65,18.5,,58,0:00,S. Poe,,,14.44444444,2002 +Bay,,5/16/2002,2.5,8.3,7.5,0.2,0.7,20,,62,0:00,S. Poe,,,16.66666667,2002 +Bay,,5/28/2002,3,4.5,7.5,0.3,0.55,24,,70,0:00,S. Poe,,,21.11111111,2002 +Bay,,6/11/2002,3,5.9,8.5,0.3,0.65,23.5,,70,0:00,S. Poe,,,21.11111111,2002 +Bay,,6/24/2002,4,5.1,7.5,0.4,0.75,27,,82,0:00,S. Poe,,,27.77777778,2002 +Bay,,7/8/2002,4,3.5,8,0.4,0.4,,,73,0:00,S. Poe,,,22.77777778,2002 +Bay,,7/23/2002,4,4.2,7.5,0.4,0.6,,,83,0:00,S. Poe,,,28.33333333,2002 +Bay,,8/1/2002,4,4.2,7.5,0.6,0.6,,,85,0:00,S. Poe,,,29.44444444,2002 +Bay,,8/22/2002,4,4,7.5,0.4,0.4,,,80,0:00,S. Poe,,,26.66666667,2002 +Bay,,9/5/2002,3,6.5,7.5,0.5,0.7,27,,80,0:00,S. Poe,,,26.66666667,2002 +Bay,,9/20/2002,4,4.5,7,0.4,0.5,,,81,0:00,S. Poe,,,27.22222222,2002 +Bay,,10/18/2002,3,5,7,0.35,0.7,,,58,0:00,S. Poe,,,14.44444444,2002 +Bay,,10/31/2002,4,6.3,7.5,0.5,0.5,10,,47.8,19:12,S. Poe,,,8.777777778,2002 +Bay,,11/15/2002,0,8.1,7,,,12,,54,0:00,S. Poe,,,12.22222222,2002 +Bay,,12/6/2002,2,9.6,7,0.1,0.1,5,,37,0:00,S. Poe,,,2.777777778,2002 +Bay,,12/16/2002,2,6.8,7,0.3,0.6,7.5,,49,0:00,S. Poe,,,9.444444444,2002 +A,,1/3/2003,0,8.1,6.5,0.9,1.1,15,,53,0:00,Not Recorded,,,11.66666667,2003 +A,,2/3/2003,0,,6.5,0.5,1.1,6,,50,0:00,Not Recorded,,,10,2003 +A,,2/20/2003,0,,6.5,0.8,1.35,7,,43,0:00,Not Recorded,,,6.111111111,2003 +A,,3/6/2003,1,,6.5,0.8,1.4,14,,58,0:00,Not Recorded,,,14.44444444,2003 +A,,3/20/2003,1,6.4,6.5,0.6,1,12,,53,0:00,Not Recorded,,,11.66666667,2003 +A,,4/21/2003,0,,5.5,0.3,0.8,17,,67,0:00,Not Recorded,,,19.44444444,2003 +A,,5/1/2003,0,3.9,6.5,0.45,1.15,23,,75,0:00,Not Recorded,,,23.88888889,2003 +A,,5/22/2003,1,,6.5,0.5,0.8,,,60.4,9:36,Not Recorded,,,15.77777778,2003 +A,,6/5/2003,0,4.7,6.5,0.5,0.85,24,,70,0:00,Not Recorded,,,21.11111111,2003 +A,,6/20/2003,0,,6.5,0.4,1.1,25,,73,0:00,Not Recorded,,,22.77777778,2003 +A,,7/1/2003,0,2.7,6.5,0.4,1,28,,76.5,12:00,Not Recorded,,,24.72222222,2003 +A,,7/17/2003,0,,7,0.6,0.85,29,,76,0:00,Not Recorded,,,24.44444444,2003 +A,,8/7/2003,0,3,6.5,0.45,1,25,,80.6,14:24,Not Recorded,,,27,2003 +A,,9/4/2003,0,,6.5,0.8,0.9,29,,83,0:00,Not Recorded,,,28.33333333,2003 +A,,10/2/2003,0,5.6,6.5,0.6,0.9,20,,64,0:00,Not Recorded,,,17.77777778,2003 +A,,10/23/2003,,,,0.5,0.8,,,58,N/A,Not Recorded,,,14.44444444,2003 +A,,11/6/2003,0,2.9,6.5,0.1,0.8,24,,76,0:00,Not Recorded,,,24.44444444,2003 +A,,11/20/2003,1,,7.5,0.5,0.7,14,,56,0:00,Not Recorded,,,13.33333333,2003 +A,,12/1/2003,1,8.1,7,0.45,0.8,,,59,0:00,Not Recorded,,,15,2003 +A,,12/15/2003,2,,7,0.7,0.95,9,,48,0:00,Not Recorded,,,8.888888889,2003 +B,,1/3/2003,0,6.6,7,0.2,0.2,13,,53,0:00,Not Recorded,,,11.66666667,2003 +B,,2/3/2003,0,,7,0.5,0.5,6,,50,0:00,Not Recorded,,,10,2003 +B,,2/20/2003,0,6.4,7.5,0.5,0.5,7,,44,0:00,Not Recorded,,,6.666666667,2003 +B,,3/6/2003,1,,7.5,0.48,0.48,15,,58,0:00,Not Recorded,,,14.44444444,2003 +B,,3/20/2003,2,3.2,,0.3,0.3,12,,33,0:00,Not Recorded,,,0.555555556,2003 +B,,4/21/2003,0,,7.5,0.3,0.3,20,,67,0:00,Not Recorded,,,19.44444444,2003 +B,,5/1/2003,0,7.3,7.5,0.6,0.6,25,,76,0:00,Not Recorded,,,24.44444444,2003 +B,,6/5/2003,0,8.5,9.5,0.1,0.1,25.1,,72,0:00,Not Recorded,,,22.22222222,2003 +B,,6/20/2003,0,,7,0.2,0.2,26,,73,0:00,Not Recorded,,,22.77777778,2003 +B,,7/1/2003,0,3.6,,0.3,0.3,26,,77,0:00,Not Recorded,,,25,2003 +B,,7/17/2003,0,,7.5,0.1,0.1,28,,76,0:00,Not Recorded,,,24.44444444,2003 +B,,8/7/2003,0,3.2,7,0.2,0.2,25,,77,0:00,Not Recorded,,,25,2003 +B,,9/4/2003,0,,7.5,0.1,0.1,29,,83,0:00,Not Recorded,,,28.33333333,2003 +B,,10/2/2003,0.5,5.5,7,0.15,0.15,18,,64,0:00,Not Recorded,,,17.77777778,2003 +B,,10/23/2003,1,,8,0.2,0.2,11,,58,0:00,Not Recorded,,,14.44444444,2003 +B,,11/6/2003,1,4.7,7,0.15,0.15,25,,76,0:00,Not Recorded,,,24.44444444,2003 +B,,11/20/2003,1,,8,0.2,0.2,13.5,,56,0:00,Not Recorded,,,13.33333333,2003 +B,,12/1/2003,1,8.8,7.5,0.75,0.2,12,,58,0:00,Not Recorded,,,14.44444444,2003 +B,,12/15/2003,2,,7,0.3,0.3,9,,48,0:00,Not Recorded,,,8.888888889,2003 +C,,1/3/2003,0,,7,0.55,0.55,13,,53,0:00,Not Recorded,,,11.66666667,2003 +C,,2/3/2003,0,,7,0.6,0.6,6,,50,0:00,Not Recorded,,,10,2003 +C,,2/20/2003,0,,7,0.8,0.8,7,,45,0:00,Not Recorded,,,7.222222222,2003 +C,,3/6/2003,1,3.2,7,0.7,0.7,14,,58,0:00,Not Recorded,,,14.44444444,2003 +C,,3/20/2003,2,,7,0.4,0.4,12,,53,0:00,Not Recorded,,,11.66666667,2003 +C,,4/21/2003,0,5.6,7,0.4,0.4,18,,65,0:00,Not Recorded,,,18.33333333,2003 +C,,5/1/2003,1,,7,0.4,0.4,24,,76,0:00,Not Recorded,,,24.44444444,2003 +C,,5/22/2003,1,3.3,7,0.7,0.7,,,60,0:00,Not Recorded,,,15.55555556,2003 +C,,6/5/2003,0,,7,4,4,,,72,0:00,Not Recorded,,,22.22222222,2003 +C,,6/20/2003,0,4.5,7,0.5,0.5,24,,73,0:00,Not Recorded,,,22.77777778,2003 +C,,7/1/2003,0,,7.5,0.3,0.3,27,,77,0:00,Not Recorded,,,25,2003 +C,,7/17/2003,0,4.7,7,0.35,0.35,28,,75,0:00,Not Recorded,,,23.88888889,2003 +C,,8/7/2003,0,,7,0.5,0.5,25,,77,0:00,Not Recorded,,,25,2003 +C,,9/4/2003,0,4.7,7,0.15,0.15,27,,83,0:00,Not Recorded,,,28.33333333,2003 +C,,10/2/2003,1,,7,0.6,0.6,20,,64,0:00,Not Recorded,,,17.77777778,2003 +C,,10/23/2003,1,5.6,7.5,0.15,0.15,14,,58,0:00,Not Recorded,,,14.44444444,2003 +C,,11/6/2003,1,,7,0.3,0.3,24,,76,0:00,Not Recorded,,,24.44444444,2003 +C,,11/20/2003,,7.6,7.5,0.2,0.2,,,56,0:00,Not Recorded,,,13.33333333,2003 +C,,12/1/2003,1,,7.5,0.25,0.25,13,,59,0:00,Not Recorded,,,15,2003 +C,,12/15/2003,,6.8,7,0.5,0.5,8,,48,0:00,Not Recorded,,,8.888888889,2003 +D,,1/3/2003,0,,6.5,1,1.9,12,,53,0:00,Not Recorded,,,11.66666667,2003 +D,,2/3/2003,0,7.4,6,1.2,1.5,6,,46,0:00,Not Recorded,,,7.777777778,2003 +D,,2/20/2003,,,6.5,,,7,,45,0:00,Not Recorded,,,7.222222222,2003 +D,,3/6/2003,1,8.7,6.5,0.7,1.5,,,58,0:00,Not Recorded,,,14.44444444,2003 +D,,3/20/2003,2,,6,1.2,1.4,12,,53,0:00,Not Recorded,,,11.66666667,2003 +D,,4/21/2003,0,6.8,,1.1,1.5,16,,65,0:00,Not Recorded,,,18.33333333,2003 +D,,5/1/2003,0,,6.5,1,1.5,25,,75,0:00,Not Recorded,,,23.88888889,2003 +D,,5/22/2003,0,5.8,6.5,0.8,1.5,,,60.4,9:36,Not Recorded,,,15.77777778,2003 +D,,6/5/2003,0,,6.5,0.3,1.5,25,,72,0:00,Not Recorded,,,22.22222222,2003 +D,,6/20/2003,0,4.3,6,0.5,1.5,25,,72.7,16:48,Not Recorded,,,22.61111111,2003 +D,,7/1/2003,0,,6,0.4,1.4,27,,77,N/A,Not Recorded,,,25,2003 +D,,7/17/2003,0,2.9,6.5,0.5,1.4,28,,75,0:00,Not Recorded,,,23.88888889,2003 +D,,8/7/2003,1,,6.5,0.6,1.6,25,,77,0:00,Not Recorded,,,25,2003 +D,,9/4/2003,0,4.7,6.5,0.5,1.5,28,,82,0:00,Not Recorded,,,27.77777778,2003 +D,,10/2/2003,1,,6.5,0.5,1.6,19,,64,0:00,Not Recorded,,,17.77777778,2003 +D,,10/23/2003,1,4.4,6.5,1.1,1.5,14,,57,0:00,Not Recorded,,,13.88888889,2003 +D,,11/20/2003,1,6.5,6.5,1.2,1.4,14.5,,56,0:00,Not Recorded,,,13.33333333,2003 +D,,12/1/2003,1,,6,1.5,1.5,11,,59,0:00,Not Recorded,,,15,2003 +D,,12/15/2003,2,7.1,6,1.5,1.7,12,,48,0:00,Not Recorded,,,8.888888889,2003 +Bay,,1/3/2003,0,5.1,7,0.3,0.6,14,,52,0:00,S. Poe,,,11.11111111,2003 +Bay,,2/3/2003,0,6.6,7,0.4,0.4,7,,45.9,21:36,S. Poe,,,7.722222222,2003 +Bay,,2/20/2003,0,,7,0.25,0.45,7,,43,0:00,S. Poe,,,6.111111111,2003 +Bay,,3/6/2003,1,4.1,6.5,0.3,0.9,14,,59.9,21:36,S. Poe,,,15.5,2003 +Bay,,3/20/2003,2,3.8,7,0.2,0.3,11,,52.9,21:36,S. Poe,,,11.61111111,2003 +Bay,,4/21/2003,1,5.8,7,0.3,0.6,16,,64.9,21:36,S. Poe,,,18.27777778,2003 +Bay,,5/1/2003,0,6.6,6.5,0.4,0.8,,,75,0:00,S. Poe,,,23.88888889,2003 +Bay,,5/22/2003,2,6.3,6.5,0.3,0.5,20,,60.4,9:36,S. Poe,,,15.77777778,2003 +Bay,,6/5/2003,2,6.8,6.5,0.4,0.8,,,69.3,7:12,S. Poe,,,20.72222222,2003 +Bay,,6/20/2003,0,4.1,7,0.4,0.8,24,,72.1,2:24,S. Poe,,,22.27777778,2003 +Bay,,7/1/2003,0,5.2,6.5,0.4,0.7,27,,26.5,12:00,S. Poe,,,-3.055555556,2003 +Bay,,7/17/2003,0,3.8,6.5,0.4,0.8,26,,74,0:00,S. Poe,,,23.33333333,2003 +Bay,,8/7/2003,0,7,7.2,0.5,0.9,25,,77,0:00,S. Poe,,,25,2003 +Bay,,9/4/2003,4,3.7,7,0.5,0.75,27,,81.9,21:36,S. Poe,,,27.72222222,2003 +Bay,,10/2/2003,1,6,6.5,0.5,0.7,,,64,0:00,S. Poe,,,17.77777778,2003 +Bay,,10/23/2003,1,5.8,6.5,0.4,0.55,14,,57,0:00,S. Poe,,,13.88888889,2003 +Bay,,11/6/2003,1,6.5,6.5,0.75,0.75,23,,76.3,7:12,S. Poe,,,24.61111111,2003 +Bay,,11/20/2003,3,8.8,6.5,0.4,0.6,14,,56,0:00,S. Poe,,,13.33333333,2003 +Bay,,12/1/2003,3,8.7,6.5,0.2,0.75,11,,58,0:00,S. Poe,,,14.44444444,2003 +Bay,,12/15/2003,2,6.9,6,0.4,0.7,8,,47,0:00,S. Poe,,,8.333333333,2003 +A,,1/4/2004,1,8.5,7,0.65,1.05,5,,33,0:00,Not Recorded,,,0.555555556,2004 +A,,1/20/2004,2,,7,0.6,0.9,4,,40,0:00,Not Recorded,,,4.444444444,2004 +A,,2/5/2004,1,7,7,0.8,1.1,60,,43,0:00,Not Recorded,,,6.111111111,2004 +A,,2/19/2004,1,,7,0.7,1.2,8,,14.5,12:00,Not Recorded,,,-9.722222222,2004 +A,,3/4/2004,0,7.5,7,1,1.2,16,,64,0:00,Not Recorded,,,17.77777778,2004 +A,,3/18/2004,1,,7,1,1.2,10,,40,0:00,Not Recorded,,,4.444444444,2004 +A,,4/1/2004,0,6.7,7,0.6,1,13,,54,0:00,Not Recorded,,,12.22222222,2004 +A,,4/16/2004,1,,7,0.8,0.9,,,53,0:00,Not Recorded,,,11.66666667,2004 +A,,4/29/2004,0,,7.5,0.7,0.7,22,,64,0:00,Not Recorded,,,17.77777778,2004 +A,,5/13/2004,0,3.9,6,0.7,0.8,26,,77,0:00,Not Recorded,,,25,2004 +A,,6/3/2004,0,,6.5,,,26,,81,0:00,Not Recorded,,,27.22222222,2004 +A,,6/17/2004,0,2.9,6.5,0.5,0.5,26,,77,0:00,Not Recorded,,,25,2004 +A,,7/8/2004,0,,6.5,1,1,29,,80,0:00,Not Recorded,,,26.66666667,2004 +A,,7/22/2004,0,,6.5,0.5,1.5,30,,82,0:00,Not Recorded,,,27.77777778,2004 +A,,8/5/2004,0,,6.5,0.95,1.15,30,,83,0:00,Not Recorded,,,28.33333333,2004 +A,,8/19/2004,0,3,6.5,0.95,0.95,27,,80,0:00,Not Recorded,,,26.66666667,2004 +A,,9/2/2004,0,,6.5,0.8,0.8,26,,80,0:00,Not Recorded,,,26.66666667,2004 +A,,9/16/2004,0,3.6,6.5,0.4,0.8,26,,29,0:00,Not Recorded,,,-1.666666667,2004 +A,,10/1/2004,1,,0.7,0.4,0.7,24,,72,0:00,Not Recorded,,,22.22222222,2004 +A,,10/21/2004,1,,6.5,1,1.5,16,,63,0:00,Not Recorded,,,17.22222222,2004 +A,,11/5/2004,0,,7,0.7,0.8,16,,57,0:00,Not Recorded,,,13.88888889,2004 +A,,11/18/2004,0,8,7,0.6,0.6,10,,51,0:00,Not Recorded,,,10.55555556,2004 +A,,12/2/2004,0,,7,1.6,1.8,13,,56,0:00,Not Recorded,,,13.33333333,2004 +A,,12/16/2004,2,6.3,7,0.9,1,5,,34,0:00,Not Recorded,,,1.111111111,2004 +B,,1/4/2004,1,8.5,7,0.2,0.2,4,,33,0:00,Not Recorded,,,0.555555556,2004 +B,,1/20/2004,2,,8,0.2,0.2,3,,40,0:00,Not Recorded,,,4.444444444,2004 +B,,2/5/2004,1,6.6,7,0.25,0.25,5,,43,0:00,Not Recorded,,,6.111111111,2004 +B,,2/19/2004,1,,7,0.3,0.3,6.5,,10.5,12:00,Not Recorded,,,-11.94444444,2004 +B,,3/4/2004,0,5.4,7,0.2,0.2,16,,65,0:00,Not Recorded,,,18.33333333,2004 +B,,3/18/2004,1,,7,0.3,0.3,9,,43,0:00,Not Recorded,,,6.111111111,2004 +B,,4/1/2004,1,7.2,8,0.3,0.3,13,,54,0:00,Not Recorded,,,12.22222222,2004 +B,,4/16/2004,1,,8,0.2,0.2,13,,53,0:00,Not Recorded,,,11.66666667,2004 +B,,4/29/2004,0,,8.5,0.1,0.1,22,,63,0:00,Not Recorded,,,17.22222222,2004 +B,,5/13/2004,0,3.1,9,0.2,0.2,28,,26,0:00,Not Recorded,,,-3.333333333,2004 +B,,6/3/2004,0,,8,0.1,0.1,27,,80,0:00,Not Recorded,,,26.66666667,2004 +B,,6/17/2004,0,,7,0.1,0.1,26,,78,0:00,Not Recorded,,,25.55555556,2004 +B,,7/8/2004,0,,7,0.2,0.2,29,,80,0:00,Not Recorded,,,26.66666667,2004 +B,,7/22/2004,0,3.1,8,0.1,0.1,28.5,,81,0:00,Not Recorded,,,27.22222222,2004 +B,,8/5/2004,0,,7,0.25,0.25,32,,83,0:00,Not Recorded,,,28.33333333,2004 +B,,8/19/2004,0,2.8,6.5,0.2,0.2,28,,82,0:00,Not Recorded,,,27.77777778,2004 +B,,9/2/2004,0,,6.5,0.1,0.1,26,,79,0:00,Not Recorded,,,26.11111111,2004 +B,,9/16/2004,0,3.7,7,0.2,0.2,26,,29,0:00,Not Recorded,,,-1.666666667,2004 +B,,10/1/2004,0,,8,0.15,0.15,23,,72,0:00,Not Recorded,,,22.22222222,2004 +B,,10/21/2004,2,4.5,7,0.3,0.3,17,,63,0:00,Not Recorded,,,17.22222222,2004 +B,,11/5/2004,0,,7,0.25,0.25,15,,58,0:00,Not Recorded,,,14.44444444,2004 +B,,11/18/2004,0,5.3,7,0.2,0.2,11,,,,Not Recorded,,,-17.77777778,2004 +B,,12/2/2004,1,,7.5,0.2,0.2,13,,55,0:00,Not Recorded,,,12.77777778,2004 +B,,12/16/2004,4,5.7,7.5,0.2,0.2,4,,35,0:00,Not Recorded,,,1.666666667,2004 +C,,1/4/2004,1,,7,0.5,0.5,5,,33,0:00,Not Recorded,,,0.555555556,2004 +C,,1/20/2004,2,10,,0.5,0.5,3,,40,0:00,Not Recorded,,,4.444444444,2004 +C,,2/5/2004,1,,7,0.6,0.6,7,,43,0:00,Not Recorded,,,6.111111111,2004 +C,,2/19/2004,1,9.1,7,0.5,0.6,6,,11.5,12:00,Not Recorded,,,-11.38888889,2004 +C,,3/4/2004,0,,7,0.6,0.6,17,,22,0:00,Not Recorded,,,-5.555555556,2004 +C,,3/18/2004,1,6.7,7,0.6,0.6,10,,45,0:00,Not Recorded,,,7.222222222,2004 +C,,4/1/2004,1,,7,0.6,0.6,12,,55,0:00,Not Recorded,,,12.77777778,2004 +C,,4/16/2004,1,7.4,7.5,0.4,0.4,14,,52,0:00,Not Recorded,,,11.11111111,2004 +C,,4/29/2004,0,2.8,7,0.3,0.3,,,63,0:00,Not Recorded,,,17.22222222,2004 +C,,5/13/2004,2,,7,0.4,0.4,27,,78,0:00,Not Recorded,,,25.55555556,2004 +C,,6/3/2004,0,4.2,7.5,0.3,0.3,26,,80,0:00,Not Recorded,,,26.66666667,2004 +C,,6/17/2004,0,,7,0.4,0.4,25,,79,0:00,Not Recorded,,,26.11111111,2004 +C,,7/8/2004,0,3,7.5,0.5,0.5,29,,80,N/A,Not Recorded,,,26.66666667,2004 +C,,7/22/2004,0,,7,0.55,0.55,30,,81,0:00,Not Recorded,,,27.22222222,2004 +C,,8/5/2004,0,2.9,6.5,0.6,0.6,29,,83,0:00,Not Recorded,,,28.33333333,2004 +C,,8/19/2004,0,,6.5,0.7,0.7,28,,82,0:00,Not Recorded,,,27.77777778,2004 +C,,9/2/2004,0,3.6,7,0.3,0.3,,,80,,Not Recorded,,,26.66666667,2004 +C,,9/16/2004,0,,7,0.25,0.25,27,,30,0:00,Not Recorded,,,-1.111111111,2004 +C,,10/1/2004,0,5.3,7.5,0.3,0.3,23,,72,0:00,Not Recorded,,,22.22222222,2004 +C,,10/21/2004,2,,7,0.5,0.5,17,,63,0:00,Not Recorded,,,17.22222222,2004 +C,,11/5/2004,0,6.2,7,0.5,0.5,15,,57,0:00,Not Recorded,,,13.88888889,2004 +C,,11/18/2004,0,,7,0.5,0.5,11,,53,0:00,Not Recorded,,,11.66666667,2004 +C,,12/2/2004,1,4.2,7,0.5,0.5,12,,55,0:00,Not Recorded,,,12.77777778,2004 +C,,12/16/2004,3,,7,0.5,0.5,4,,35,0:00,Not Recorded,,,1.666666667,2004 +D,,1/4/2004,1,,6.5,1.1,1.1,5,,33,0:00,Not Recorded,,,0.555555556,2004 +D,,1/20/2004,0,10,6.5,1.4,1.4,4,,40,0:00,Not Recorded,,,4.444444444,2004 +D,,2/5/2004,1,,6,1.5,1.5,5,,43,0:00,Not Recorded,,,6.111111111,2004 +D,,2/19/2004,1,10.1,6.5,1.5,1.5,6,,37,0:00,Not Recorded,,,2.777777778,2004 +D,,3/4/2004,0,,6.5,1.2,1.2,18,,21,0:00,Not Recorded,,,-6.111111111,2004 +D,,3/18/2004,1,8.4,6.5,1,1.5,,,44,0:00,Not Recorded,,,6.666666667,2004 +D,,4/1/2004,1,,6.5,1,1.6,12,,55,N/A,Not Recorded,,,12.77777778,2004 +D,,4/16/2004,1,5.8,6.5,0.9,1.5,14,,52,0:00,Not Recorded,,,11.11111111,2004 +D,,4/29/2004,0,4.9,6.5,1.1,1.35,19,,62,0:00,Not Recorded,,,16.66666667,2004 +D,,5/13/2004,0,,7,1,1.4,28,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,6/3/2004,0,4.5,6.5,0.7,1.3,26,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,6/17/2004,0,,6.5,0.6,1.5,,,80,0:00,Not Recorded,,,26.66666667,2004 +D,,7/8/2004,0,2.6,6.5,0.6,1.65,29,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,8/5/2004,0,3.1,6.5,0.5,1.6,28,,82,0:00,Not Recorded,,,27.77777778,2004 +D,,8/19/2004,0,,6.5,0.8,1.5,29,,83,0:00,Not Recorded,,,28.33333333,2004 +D,,9/2/2004,0,3,6.5,0.4,1.4,25.2,,78,0:00,Not Recorded,,,25.55555556,2004 +D,,9/16/2004,0,,6.5,0.9,1.5,26,,30,0:00,Not Recorded,,,-1.111111111,2004 +D,,10/1/2004,0,6.4,6.5,0.6,1.5,24,,72,0:00,Not Recorded,,,22.22222222,2004 +D,,10/21/2004,1,3.3,6.5,0.8,0.8,17,,63,0:00,Not Recorded,,,17.22222222,2004 +D,,11/5/2004,0,5.5,6.5,1.2,1.4,,,57,0:00,Not Recorded,,,13.88888889,2004 +D,,11/18/2004,0,,6.5,1.4,1.4,12,,53,0:00,Not Recorded,,,11.66666667,2004 +D,,12/2/2004,0,7.25,6.5,1.5,1.5,12,,54,0:00,Not Recorded,,,12.22222222,2004 +D,,12/16/2004,,3,6.5,1.5,1.5,5,,35,0:00,Not Recorded,,,1.666666667,2004 +Bay,,1/9/2004,1,8.2,6.5,0.4,0.4,6,,33,0:00,S. Poe,,,0.555555556,2004 +Bay,,1/20/2004,1,9.5,6.5,0.2,0.3,7,,40,0:00,S. Poe,,,4.444444444,2004 +Bay,,2/5/2004,0,5.9,6.5,0.2,0.25,15.5,,43,0:00,S. Poe,,,6.111111111,2004 +Bay,,2/19/2004,1,7.5,7,0.1,0.1,6,,37,0:00,S. Poe,,,2.777777778,2004 +Bay,,3/4/2004,1,3.7,6.5,0.1,0.5,15,,64,0:00,S. Poe,,,17.77777778,2004 +Bay,,3/18/2004,0,7.7,6.5,0.2,0.45,9,,43.3,7:12,S. Poe,,,6.277777778,2004 +Bay,,4/1/2004,0,7.6,7,0.1,0.1,14,,52.5,12:00,S. Poe,,,11.38888889,2004 +Bay,,4/16/2004,1,5.7,6.5,0.2,0.5,13,,52,0:00,S. Poe,,,11.11111111,2004 +Bay,,4/29/2004,0,7.1,6.5,0.35,0.45,16,,62,0:00,S. Poe,,,16.66666667,2004 +Bay,,5/13/2004,0,5.6,6.5,0.4,0.75,,,75.6,14:24,S. Poe,,,24.22222222,2004 +Bay,,6/3/2004,0,4.8,6.5,0.5,0.7,26,,77,0:00,S. Poe,,,25,2004 +Bay,,6/17/2004,0,3.3,6.5,0.5,0.8,25,,77,0:00,S. Poe,,,25,2004 +Bay,,7/8/2004,1,4.7,6.5,0.5,0.6,27,,77,0:00,S. Poe,,,25,2004 +Bay,,7/22/2004,2,3.1,6.5,0.5,0.55,27,,79,0:00,S. Poe,,,26.11111111,2004 +Bay,,8/5/2004,0,3.15,6.5,0.55,0.6,27,,81.5,12:00,S. Poe,,,27.5,2004 +Bay,,8/19/2004,0,4.75,6.5,0.4,0.8,26,,79.9,21:36,S. Poe,,,26.61111111,2004 +Bay,,9/2/2004,0,5.2,6.5,0.4,0.6,24,,78,0:00,S. Poe,,,25.55555556,2004 +Bay,,9/16/2004,0,4,6.5,0.45,0.65,24,,29,0:00,S. Poe,,,-1.666666667,2004 +Bay,,10/1/2004,1,4.3,7,0.4,0.7,23,,71.8,19:12,S. Poe,,,22.11111111,2004 +Bay,,10/21/2004,1,5.8,6.5,0.6,0.7,18,,63,0:00,S. Poe,,,17.22222222,2004 +Bay,,11/5/2004,1,5.9,6.5,0.5,0.6,14,,57,0:00,S. Poe,,,13.88888889,2004 +Bay,,11/18/2004,0,5.9,6.5,0.5,0.5,11,,51,0:00,S. Poe,,,10.55555556,2004 +Bay,,12/2/2004,0,6.3,6.5,0.4,0.65,11,,53.6,14:24,S. Poe,,,12,2004 +Bay,,12/16/2004,2,5.2,6.5,0.3,0.3,4,,33,0:00,S. Poe,,,0.555555556,2004 +A,,1/6/2005,0,,6.5,1,1,12,,59,0:00,Not Recorded,,,15,2005 +A,,2/3/2005,0,5.5,7,0.8,0.8,5,,38,0:00,Not Recorded,,,3.333333333,2005 +A,,2/17/2005,2,,7,1,1,10,,45,0:00,Not Recorded,,,7.222222222,2005 +A,,3/3/2005,1,6.2,7,1.1,1.1,5,,34,0:00,Not Recorded,,,1.111111111,2005 +A,,3/10/2005,1,,7,0.7,0.7,0.7,,45,0:00,Not Recorded,,,7.222222222,2005 +A,,4/21/2005,0,3.3,7,0.3,0.9,19,,70,0:00,Not Recorded,,,21.11111111,2005 +A,,5/5/2005,0,,7,0.6,0.6,17,,54,0:00,Not Recorded,,,12.22222222,2005 +A,,5/24/2005,0,4.7,7,0.6,0.75,20,,62,0:00,Not Recorded,,,16.66666667,2005 +A,,6/16/2005,0,,8,0.7,0.85,31,,88,0:00,Not Recorded,,,31.11111111,2005 +A,,7/1/2005,0,,7,0.8,0.8,30,,,0:00,Not Recorded,,,-17.77777778,2005 +A,,7/14/2005,0,2.2,6,0.8,0.8,28,,,0:00,Not Recorded,,,-17.77777778,2005 +A,,8/11/2005,0,,7,1,1.4,32,,86,0:00,Not Recorded,,,30,2005 +A,,8/24/2005,0,,7,0.5,0.7,27,,73,0:00,Not Recorded,,,22.77777778,2005 +A,,9/8/2005,0,4.2,7,0.3,0.5,,,73,0:00,Not Recorded,,,22.77777778,2005 +A,,9/22/2005,0,,6.5,0.3,0.5,26,,79,0:00,Not Recorded,,,26.11111111,2005 +A,,10/7/2005,0,3.4,6.5,0.6,0.8,24,,77,0:00,Not Recorded,,,25,2005 +A,,10/27/2005,0,,6.5,0.6,0.6,9,,53,0:00,Not Recorded,,,11.66666667,2005 +A,,11/3/2005,0,,7,0.8,0.8,14,,59,0:00,Not Recorded,,,15,2005 +A,,11/10/2005,0,,6.5,0.9,0.9,17,,59,0:00,Not Recorded,,,15,2005 +A,,12/1/2005,0,7,6.5,0.9,0.9,10,,45,0:00,Not Recorded,,,7.222222222,2005 +B,,1/6/2005,0,,7,0.2,0.2,13,,59,0:00,Not Recorded,,,15,2005 +B,,2/3/2005,0,6.7,7,0.3,0.3,34.5,,38,0:00,Not Recorded,,,3.333333333,2005 +B,,2/17/2005,2,,7,,,10,,45,0:00,Not Recorded,,,7.222222222,2005 +B,,3/3/2005,2,5.3,7,0.3,0.3,5,,34,0:00,Not Recorded,,,1.111111111,2005 +B,,3/10/2005,2,,7.5,0.4,0.4,7,,45,0:00,Not Recorded,,,7.222222222,2005 +B,,4/21/2005,0,5.4,8.5,0.2,0.2,20,,71,0:00,Not Recorded,,,21.66666667,2005 +B,,5/5/2005,0,,8,0.1,0.1,17,,54,0:00,Not Recorded,,,12.22222222,2005 +B,,5/24/2005,0,6,9,0.1,0.1,20,,62,0:00,Not Recorded,,,16.66666667,2005 +B,,6/16/2005,0,,9,0.95,,35,,89,0:00,Not Recorded,,,31.66666667,2005 +B,,7/1/2005,0,,8,0.3,0.3,30,,,0:00,Not Recorded,,,-17.77777778,2005 +B,,7/14/2005,0,3.5,6,0.1,0.1,28,,,0:00,Not Recorded,,,-17.77777778,2005 +B,,8/11/2005,0,,7,0.6,0.6,31,,86,0:00,Not Recorded,,,30,2005 +B,,8/24/2005,0,,7.5,0.2,0.2,27,,73,0:00,Not Recorded,,,22.77777778,2005 +B,,9/8/2005,0,2.4,7,0.1,0.1,26,,74,0:00,Not Recorded,,,23.33333333,2005 +B,,9/22/2005,0,,6.5,0.1,0.1,27,,78,0:00,Not Recorded,,,25.55555556,2005 +B,,10/7/2005,0,4.5,7,0.1,0.1,25,,77,0:00,Not Recorded,,,25,2005 +B,,10/27/2005,0,,6.5,0.1,0.1,14,,53,0:00,Not Recorded,,,11.66666667,2005 +B,,11/3/2005,0,5.7,6.5,0.15,0.15,13,,59,0:00,Not Recorded,,,15,2005 +B,,11/10/2005,0,,6.5,0.2,0.2,17,,59,0:00,Not Recorded,,,15,2005 +B,,12/1/2005,0,6.1,7,0.5,0.5,13,,45,0:00,Not Recorded,,,7.222222222,2005 +C,,1/6/2005,1,4.3,7,0.4,0.4,13,,58,0:00,Not Recorded,,,14.44444444,2005 +C,,2/3/2005,0,,7,0.6,0.6,4.5,,38,0:00,Not Recorded,,,3.333333333,2005 +C,,2/17/2005,1,5.3,7,0.6,0.6,12,,45,0:00,Not Recorded,,,7.222222222,2005 +C,,3/3/2005,2,,7,0.6,0.6,5,,34,0:00,Not Recorded,,,1.111111111,2005 +C,,3/10/2005,1,6.9,7,0.7,0.7,6,,45,0:00,Not Recorded,,,7.222222222,2005 +C,,4/21/2005,0,,8,0.6,0.6,21,,71,0:00,Not Recorded,,,21.66666667,2005 +C,,5/5/2005,0,4.8,8,0.6,0.6,,,58,0:00,Not Recorded,,,14.44444444,2005 +C,,5/24/2005,0,,7.5,0.7,0.7,21,,62,0:00,Not Recorded,,,16.66666667,2005 +C,,6/3/2005,0,4.4,8,0.7,0.7,18,,64,0:00,Not Recorded,,,17.77777778,2005 +C,,6/16/2005,0,4.8,8.5,0.6,0.6,34,,88,0:00,Not Recorded,,,31.11111111,2005 +C,,7/1/2005,0,5.1,8.5,0.6,0.6,31,,,0:00,Not Recorded,,,-17.77777778,2005 +C,,7/14/2005,0,,6.5,0.6,0.6,32,,,0:00,Not Recorded,,,-17.77777778,2005 +C,,8/11/2005,0,5.2,7.5,0.1,0.1,32,,86,0:00,Not Recorded,,,30,2005 +C,,8/24/2005,0,3.6,7,0.3,0.3,25,,73,0:00,Not Recorded,,,22.77777778,2005 +C,,9/8/2005,0,,8,0.1,0.1,25,,74,0:00,Not Recorded,,,23.33333333,2005 +C,,9/22/2005,0,2.6,6.5,0.2,0.2,25,,78,0:00,Not Recorded,,,25.55555556,2005 +C,,10/7/2005,0,,6.5,,,25,,77,0:00,Not Recorded,,,25,2005 +C,,10/27/2005,0,5,7,0.35,0.35,14,,,0:00,Not Recorded,,,-17.77777778,2005 +C,,11/3/2005,0,,7.5,0.3,0.3,16,,60,0:00,Not Recorded,,,15.55555556,2005 +C,,11/10/2005,0,5,7,0.3,0.3,17,,59,0:00,Not Recorded,,,15,2005 +C,,12/1/2005,0,,7,0.4,0.4,12,,46,0:00,Not Recorded,,,7.777777778,2005 +D,,1/6/2005,0,7.6,6.5,1.4,1.4,13,,58,0:00,Not Recorded,,,14.44444444,2005 +D,,2/3/2005,0,,6.5,1.1,1.45,7.2,,38,0:00,Not Recorded,,,3.333333333,2005 +D,,2/17/2005,0,6.6,6.5,1.3,1.5,10,,44,0:00,Not Recorded,,,6.666666667,2005 +D,,3/3/2005,1,,6.5,1.5,1.6,6,,35,0:00,Not Recorded,,,1.666666667,2005 +D,,3/10/2005,1,7.7,6.5,1.2,1.4,6,,44,0:00,Not Recorded,,,6.666666667,2005 +D,,4/21/2005,0,,6.5,1.1,1.4,21,,72,0:00,Not Recorded,,,22.22222222,2005 +D,,5/5/2005,0,5.2,6.5,1,1.4,17,,58,0:00,Not Recorded,,,14.44444444,2005 +D,,5/24/2005,0,,6.5,0.8,1.5,,,62,0:00,Not Recorded,,,16.66666667,2005 +D,,6/3/2005,0,5,6.5,1,1.5,18,,63,0:00,Not Recorded,,,17.22222222,2005 +D,,6/16/2005,0,4.3,6.5,0.8,1.4,34,,88,0:00,Not Recorded,,,31.11111111,2005 +D,,7/1/2005,0,2.7,6.5,0.9,1.3,30,,,0:00,Not Recorded,,,-17.77777778,2005 +D,,7/14/2005,0,,7.5,0.9,1.3,30,,,0:00,Not Recorded,,,-17.77777778,2005 +D,,7/21/2005,0,4.3,6.5,0.7,1.5,32,,83,0:00,Not Recorded,,,28.33333333,2005 +D,,8/11/2005,0,2.9,6.5,0.4,0.8,31,,85,0:00,Not Recorded,,,29.44444444,2005 +D,,8/24/2005,0,2.5,,0.7,1.5,27,,73,0:00,Not Recorded,,,22.77777778,2005 +D,,9/8/2005,0,,6.5,0.9,1.4,24,,74,0:00,Not Recorded,,,23.33333333,2005 +D,,9/22/2005,0,3.9,6.5,0.7,1,26,,78,0:00,Not Recorded,,,25.55555556,2005 +D,,10/7/2005,0,,6.5,0.7,1.1,25,,77,0:00,Not Recorded,,,25,2005 +D,,10/27/2005,0,5.9,6.5,1,1.4,14,,51,0:00,Not Recorded,,,10.55555556,2005 +D,,11/3/2005,0,,6,1.4,1.4,16,,60,0:00,Not Recorded,,,15.55555556,2005 +D,,11/10/2005,0,5.9,6.5,0.9,1.3,17,,59,0:00,Not Recorded,,,15,2005 +D,,12/1/2005,0,,6.5,1.3,1.3,11,,45,0:00,Not Recorded,,,7.222222222,2005 +D,,12/15/2005,0,10,6.5,0.8,0.9,5,,46,0:00,Not Recorded,,,7.777777778,2005 +Bay,,1/6/2005,1,5.9,6,0.4,0.5,12,,57.7,16:48,S. Poe,,,14.27777778,2005 +Bay,,2/3/2005,0,7.3,6.5,0.15,0.15,6,,37.4,9:36,S. Poe,,,3,2005 +Bay,,2/17/2005,0,6.3,6.5,0.3,0.5,9,,44,0:00,S. Poe,,,6.666666667,2005 +Bay,,3/3/2005,1,,6.5,0.2,0.45,5,,,0:00,S. Poe,,,-17.77777778,2005 +Bay,,3/10/2005,1,7.4,6,0.2,0.4,6,,44,0:00,S. Poe,,,6.666666667,2005 +Bay,,4/21/2005,0,5.2,6,0.2,0.5,19,,70,0:00,S. Poe,,,21.11111111,2005 +Bay,,5/5/2005,0,6.9,6.5,0.4,0.4,15,,58,0:00,S. Poe,,,14.44444444,2005 +Bay,,5/24/2005,0,6.3,6.5,0.4,0.6,20,,61,0:00,S. Poe,,,16.11111111,2005 +Bay,,6/3/2005,0,6.6,6.5,0.6,0.7,18,,63,0:00,S. Poe,,,17.22222222,2005 +Bay,,6/16/2005,,5.4,7,0.55,0.65,30,,87.4,9:36,S. Poe,,,30.77777778,2005 +Bay,,7/1/2005,0,4.3,6.5,0.07,0.07,27,,,0:00,S. Poe,,,-17.77777778,2005 +Bay,,7/14/2005,0,3.6,6,0.6,0.7,25,,27,0:00,S. Poe,,,-2.777777778,2005 +Bay,,7/21/2005,0,5.7,6,0.6,0.6,28,,83,0:00,S. Poe,,,28.33333333,2005 +Bay,,8/11/2005,0,3.7,6.5,0.6,0.6,27,,85,0:00,S. Poe,,,29.44444444,2005 +Bay,,8/24/2005,0,4.9,6,0.45,0.45,25,,73,0:00,S. Poe,,,22.77777778,2005 +Bay,,9/8/2005,0,5,6.5,0.1,0.1,74,,76,0:00,S. Poe,,,24.44444444,2005 +Bay,,9/22/2005,0,4.3,6,0.5,0.7,25,,78,0:00,S. Poe,,,25.55555556,2005 +Bay,,10/7/2005,0,5.3,6.5,0.6,0.7,24,,72,0:00,S. Poe,,,22.22222222,2005 +Bay,,10/27/2005,0,6.2,6.5,0.5,0.5,16,,51,0:00,S. Poe,,,10.55555556,2005 +Bay,,11/3/2005,0,5.7,6.5,0.5,0.5,14,,57,0:00,S. Poe,,,13.88888889,2005 +Bay,,11/10/2005,0,6.6,6.5,0.5,0.7,18,,59,0:00,S. Poe,,,15,2005 +Bay,,12/1/2005,0,7.2,6.5,0.45,0.45,11,,43,0:00,S. Poe,,,6.111111111,2005 +Bay,,12/15/2005,0,7.6,6.5,0.2,0.2,6,,46,0:00,S. Poe,,,7.777777778,2005 +A,,1/3/2006,0,,6,0.7,0.9,11,,48,0:00,Not Recorded,,,8.888888889,2006 +A,,1/19/2006,0,7.7,6.5,1.1,1.1,9,,46,0:00,Not Recorded,,,7.777777778,2006 +A,,2/2/2006,0,,6.5,1.15,1.15,9,,52,0:00,Not Recorded,,,11.11111111,2006 +A,,2/9/2006,0,8.6,7,1,1.1,7,,39.2,4:48,Not Recorded,,,4,2006 +A,,3/9/2006,0,,7,1.1,1.1,10,,57.2,4:48,Not Recorded,,,14,2006 +A,,3/15/2006,0,7.8,7,1,1,14,,44.6,14:24,Not Recorded,,,7,2006 +A,,4/6/2006,0,,7.5,0.4,1.1,17,,59,0:00,Not Recorded,,,15,2006 +A,,4/21/2006,0,,7,0.6,1,19,,62.6,14:24,Not Recorded,,,17,2006 +A,,5/5/2006,0,,7,0.9,0.9,21,,60.8,19:12,Not Recorded,,,16,2006 +A,,5/17/2006,0,,6.5,0.8,0.8,22,,71,0:00,Not Recorded,,,21.66666667,2006 +A,,6/1/2006,0,5,7,0.7,0.7,20,,77,0:00,Not Recorded,,,25,2006 +A,,7/6/2006,0,3.6,6.5,0.9,1,28,,73.4,9:36,Not Recorded,,,23,2006 +A,,7/18/2006,0,,7,0.8,0.8,31,,73,0:00,Not Recorded,,,22.77777778,2006 +A,,7/27/2006,0,2,6.5,,,28,,79,0:00,Not Recorded,,,26.11111111,2006 +A,,8/17/2006,0,,6.5,0.5,0.6,26,,80,0:00,Not Recorded,,,26.66666667,2006 +A,,9/7/2006,0,3.7,6.5,,,24,,70,0:00,Not Recorded,,,21.11111111,2006 +A,,9/21/2006,0,,6.5,0.6,0.9,21,,66,0:00,Not Recorded,,,18.88888889,2006 +A,,10/5/2006,0,6.3,,0.8,0.8,23,,74,0:00,Not Recorded,,,23.33333333,2006 +A,,10/19/2006,0,,7,0.8,0.8,21,,67,0:00,Not Recorded,,,19.44444444,2006 +A,,11/6/2006,0,,6.5,0.6,0.6,15,,61,0:00,Not Recorded,,,16.11111111,2006 +A,,11/16/2006,0,6,6.5,0.6,0.95,17,,65,0:00,Not Recorded,,,18.33333333,2006 +A,,11/30/2006,0,,6.5,0.6,0.9,15,,65,0:00,Not Recorded,,,18.33333333,2006 +A,,12/14/2006,0,7.8,,0.65,0.75,13,,58,0:00,Not Recorded,,,14.44444444,2006 +B,,1/3/2006,0,,7,0.3,0.3,11,,48,0:00,Not Recorded,,,8.888888889,2006 +B,,1/19/2006,0,5.7,7,0.2,0.2,8,,46,0:00,Not Recorded,,,7.777777778,2006 +B,,2/2/2006,0,,7,0.2,0.2,9,,54,0:00,Not Recorded,,,12.22222222,2006 +B,,2/9/2006,0,8.5,7,0.2,0.2,,,39.2,4:48,Not Recorded,,,4,2006 +B,,3/9/2006,0,,7,0.3,0.3,11,,57.2,4:48,Not Recorded,,,14,2006 +B,,3/15/2006,0,7.7,7,0.2,0.2,12,,48.2,4:48,Not Recorded,,,9,2006 +B,,4/6/2006,0,,8,0.25,0.25,17,,59,0:00,Not Recorded,,,15,2006 +B,,4/21/2006,0,8,7,0.2,0.2,18,,62.6,14:24,Not Recorded,,,17,2006 +B,,5/5/2006,0,,9,0.1,0.1,21,,60.8,19:12,Not Recorded,,,16,2006 +B,,5/17/2006,0,,6,0.2,0.2,22,,71,0:00,Not Recorded,,,21.66666667,2006 +B,,6/1/2006,0,4.4,7,0.1,0.1,26,,77,0:00,Not Recorded,,,25,2006 +B,,6/16/2006,0,3.8,6,0.4,0.4,23,,68,0:00,Not Recorded,,,20,2006 +B,,7/6/2006,0,4.7,6.5,0.2,0.2,27,,73.4,9:36,Not Recorded,,,23,2006 +B,,7/18/2006,0,,6.5,0.2,0.2,20,,72,0:00,Not Recorded,,,22.22222222,2006 +B,,7/27/2006,0,2.9,6.5,0.2,0.2,29,,79,0:00,Not Recorded,,,26.11111111,2006 +B,,8/17/2006,0,,9,0.1,0.1,30,,80,0:00,Not Recorded,,,26.66666667,2006 +B,,9/7/2006,0,3.5,6.5,0.2,0.2,25,,70,,Not Recorded,,,21.11111111,2006 +B,,9/21/2006,0,,6.5,0.2,0.2,18,,66,0:00,Not Recorded,,,18.88888889,2006 +B,,10/5/2006,0,8.2,7,0.4,0.4,23,,73,0:00,Not Recorded,,,22.77777778,2006 +B,,10/19/2006,0,,7.5,0.3,0.3,22,,67,0:00,Not Recorded,,,19.44444444,2006 +B,,11/6/2006,0,,7,0.2,0.2,19,,62,0:00,Not Recorded,,,16.66666667,2006 +B,,11/16/2006,0,6.8,6.5,0.3,0.3,18,,65,0:00,Not Recorded,,,18.33333333,2006 +B,,11/30/2006,0,,7,0.2,0.2,16,,65,0:00,Not Recorded,,,18.33333333,2006 +B,,12/14/2006,0,7.7,6,0.1,0.2,15,,58,0:00,Not Recorded,,,14.44444444,2006 +C,,1/3/2006,0,5.9,7,0.5,0.5,10,,48,0:00,Not Recorded,,,8.888888889,2006 +C,,1/19/2006,0,,7,0.5,0.5,10,,47,0:00,Not Recorded,,,8.333333333,2006 +C,,2/2/2006,0,8.8,7,0.5,0.5,9,,54,0:00,Not Recorded,,,12.22222222,2006 +C,,2/9/2006,0,,7,0.6,0.6,7,,39.2,4:48,Not Recorded,,,4,2006 +C,,3/9/2006,0,9.9,7.5,0.5,0.5,10,,57.2,4:48,Not Recorded,,,14,2006 +C,,3/15/2006,0,,8,0.4,0.4,14,,44.6,14:24,Not Recorded,,,7,2006 +C,,4/6/2006,0,8.2,8,0.4,0.4,14,,59,0:00,Not Recorded,,,15,2006 +C,,4/21/2006,0,,7,0.3,0.3,18,,62.6,14:24,Not Recorded,,,17,2006 +C,,5/5/2006,0,9,8.5,0.1,0.3,19,,60.8,19:12,Not Recorded,,,16,2006 +C,,5/17/2006,0,,8,,,23,,71,0:00,Not Recorded,,,21.66666667,2006 +C,,6/1/2006,0,,9.5,0.2,0.2,29,,77,0:00,Not Recorded,,,25,2006 +C,,6/16/2006,0,,7,0.5,0.5,22,,68,0:00,Not Recorded,,,20,2006 +C,,7/6/2006,0,,7,0.4,0.4,28,,73.4,9:36,Not Recorded,,,23,2006 +C,,7/18/2006,0,2.7,6.5,0.2,0.2,26,,73,0:00,Not Recorded,,,22.77777778,2006 +C,,7/27/2006,0,,7,0.3,0.3,29,,79,0:00,Not Recorded,,,26.11111111,2006 +C,,8/17/2006,0,6.8,6.5,0.2,0.2,28,,80,0:00,Not Recorded,,,26.66666667,2006 +C,,9/7/2006,0,,6.5,0.7,0.7,24,,71,0:00,Not Recorded,,,21.66666667,2006 +C,,9/21/2006,0,5.2,6.5,0.4,0.4,20,,66,0:00,Not Recorded,,,18.88888889,2006 +C,,10/5/2006,0,,6.5,0.1,0.1,25,,74,0:00,Not Recorded,,,23.33333333,2006 +C,,10/19/2006,0,3.2,,0.2,0.2,,,67,0:00,Not Recorded,,,19.44444444,2006 +C,,11/6/2006,0,4.9,6.5,0.1,0.1,17,,61,0:00,Not Recorded,,,16.11111111,2006 +C,,11/16/2006,0,,6.5,1,1,18,,65,0:00,Not Recorded,,,18.33333333,2006 +C,,11/30/2006,0,6.9,6.5,0.1,0.1,14,,65,0:00,Not Recorded,,,18.33333333,2006 +C,,12/14/2006,0,,8,0.2,0.2,13,,58,0:00,Not Recorded,,,14.44444444,2006 +D,,1/3/2006,0,8.1,6.5,1.2,1.6,9,,48,0:00,Not Recorded,,,8.888888889,2006 +D,,1/19/2006,0,,6.5,1.4,1.4,10,,47,0:00,Not Recorded,,,8.333333333,2006 +D,,2/2/2006,0,8.2,,1.4,1.4,9,,53.6,14:24,Not Recorded,,,12,2006 +D,,2/9/2006,,,6.5,1.5,1.5,7,,41,0:00,Not Recorded,,,5,2006 +D,,3/9/2006,0,8.7,6.5,1.4,1.4,10,,56,0:00,Not Recorded,,,13.33333333,2006 +D,,3/15/2006,0,,6.5,1.3,1.3,13,,44.6,14:24,Not Recorded,,,7,2006 +D,,4/6/2006,0,6.2,6.5,1.2,1.4,15,,59,0:00,Not Recorded,,,15,2006 +D,,4/12/2006,0,,6.5,1.1,1.3,18,,62.6,14:24,Not Recorded,,,17,2006 +D,,5/5/2006,0,6.6,6.5,1.4,1.4,19,,60.8,19:12,Not Recorded,,,16,2006 +D,,5/17/2006,0,,6.5,1.2,1.5,21,,71,0:00,Not Recorded,,,21.66666667,2006 +D,,6/1/2006,0,,6.5,1.1,1.3,28,,77,0:00,Not Recorded,,,25,2006 +D,,7/6/2006,0,,6.5,0.5,1.5,28,,73.4,9:36,Not Recorded,,,23,2006 +D,,7/18/2006,0,2.7,6.5,0.15,0.2,29,,,0:00,Not Recorded,,,-17.77777778,2006 +D,,7/27/2006,0,,6.5,0.6,1.6,30,,79,0:00,Not Recorded,,,26.11111111,2006 +D,,8/17/2006,0,3.9,5,0.65,1.3,25,,79,0:00,Not Recorded,,,26.11111111,2006 +D,,9/7/2006,0,,6,0.7,1.65,24,,71,0:00,Not Recorded,,,21.66666667,2006 +D,,9/21/2006,0,5.8,6.5,0.9,1.5,20,,66,0:00,Not Recorded,,,18.88888889,2006 +D,,10/5/2006,0,,6.5,1,1.4,22,,73,0:00,Not Recorded,,,22.77777778,2006 +D,,10/19/2006,0,5.3,6.5,0.2,0.6,20,,67,0:00,Not Recorded,,,19.44444444,2006 +D,,11/6/2006,0,5.9,6.5,1.3,1.3,13,,60,0:00,Not Recorded,,,15.55555556,2006 +D,,11/16/2006,0,,6.5,1,1.5,17,,65,0:00,Not Recorded,,,18.33333333,2006 +D,,11/30/2006,0,6.7,6.5,1.2,1.5,14.5,,65,N/A,Not Recorded,,,18.33333333,2006 +D,,12/14/2006,0,,6.5,1.4,1.4,13,,58,0:00,Not Recorded,,,14.44444444,2006 +Bay,,1/3/2006,0,0.8,6,0.6,0.6,9,,,0:00,S. Poe,,,-17.77777778,2006 +Bay,,1/19/2006,0,7.5,6.5,0.3,0.7,9,,45,0:00,S. Poe,,,7.222222222,2006 +Bay,,2/2/2006,0,7.8,6.5,0.5,0.5,7,,51.8,19:12,S. Poe,,,11,2006 +Bay,,2/9/2006,0,8.7,6.5,0.4,0.4,7,,30,0:00,S. Poe,,,-1.111111111,2006 +Bay,,3/9/2006,1,9.7,6.5,0.2,0.4,10,,59,0:00,S. Poe,,,15,2006 +Bay,,3/15/2006,0,7.5,7,0.2,0.6,11,,48,0:00,S. Poe,,,8.888888889,2006 +Bay,,4/6/2006,0,7.7,6.5,0.5,0.5,13,,53,0:00,S. Poe,,,11.66666667,2006 +Bay,,4/21/2006,1,6.9,6.5,0.3,0.5,17,,62.6,14:24,S. Poe,,,17,2006 +Bay,,5/5/2006,0,7.4,6.5,0.1,0.1,19,,60.8,19:12,S. Poe,,,16,2006 +Bay,,5/17/2006,0,7.3,6.5,0.5,0.8,20,,71.6,14:24,S. Poe,,,22,2006 +Bay,,6/1/2006,0,6.1,6.5,0.5,0.65,25,,77,0:00,S. Poe,,,25,2006 +Bay,,6/16/2006,0,6.8,6.5,0.5,0.7,22,,68,0:00,S. Poe,,,20,2006 +Bay,,7/6/2006,0,6,6.5,0.4,0.8,27,,73.4,9:36,S. Poe,,,23,2006 +Bay,,7/18/2006,0,5.3,6,2,5,27,,73,0:00,S. Poe,,,22.77777778,2006 +Bay,,7/27/2006,0,6.9,6,0.4,0.6,28,,78.8,19:12,S. Poe,,,26,2006 +Bay,,8/17/2006,0,7.2,7,0.4,0.55,25,,79,0:00,S. Poe,,,26.11111111,2006 +Bay,,9/7/2006,0,6.3,7,0.45,0.9,23,,70,0:00,S. Poe,,,21.11111111,2006 +Bay,,9/21/2006,0,6.3,7,0.5,0.7,19,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,10/5/2006,0,7,7,0.4,0.7,22,,73,0:00,S. Poe,,,22.77777778,2006 +Bay,,10/19/2006,8,0.1,7,0.4,0.7,18,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,11/6/2006,0,7.6,6.5,0.3,0.3,11,,60,0:00,S. Poe,,,15.55555556,2006 +Bay,,11/16/2006,0,7.7,6.5,0.6,0.9,18,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,11/30/2006,0,6.3,6.5,0.5,0.7,14,,65,0:00,S. Poe,,,18.33333333,2006 +Bay,,12/14/2006,0,8,6.5,0.4,0.4,13,,50,0:00,S. Poe,,,10,2006 +A,,1/4/2007,0,,6.5,0.6,0.9,14,,56,0:00,Not Recorded,,,13.33333333,2007 +A,,1/18/2007,0,9.8,7,0.7,0.7,7,,47,0:00,Not Recorded,,,8.333333333,2007 +A,,2/2/2007,0,,7,0.7,0.7,5,,43,0:00,Not Recorded,,,6.111111111,2007 +A,,2/15/2007,0,8.8,7,1,1,5,,26,0:00,Not Recorded,,,-3.333333333,2007 +A,,3/1/2007,,,7,0.8,0.9,11,,48,0:00,Not Recorded,,,8.888888889,2007 +A,,4/6/2007,0,,7,0.6,0.9,15,,47,0:00,Not Recorded,,,8.333333333,2007 +A,,4/19/2007,0,,7,0.7,0.8,13,,52,0:00,Not Recorded,,,11.11111111,2007 +A,,5/3/2007,0,,6.5,0.6,0.9,19,,59,0:00,Not Recorded,,,15,2007 +A,,5/31/2007,0,,7,0.5,0.5,26,,75,0:00,Not Recorded,,,23.88888889,2007 +A,,6/14/2007,0,,6.5,0.9,0.9,23,,67,0:00,Not Recorded,,,19.44444444,2007 +A,,7/5/2007,0,,7.5,0.9,1,28,,74,0:00,Not Recorded,,,23.33333333,2007 +A,,7/19/2007,0,,7,0.8,1,30,,82,0:00,Not Recorded,,,27.77777778,2007 +A,,8/2/2007,0,3.7,7,0.5,0.75,30,,79,0:00,Not Recorded,,,26.11111111,2007 +A,,8/21/2007,0,,6.5,0.5,0.8,28,,82,0:00,Not Recorded,,,27.77777778,2007 +A,,9/6/2007,0,2.3,7,0.8,0.8,26,,81,0:00,Not Recorded,,,27.22222222,2007 +A,,9/27/2007,0,,7.5,0.5,0.9,25,,73,0:00,Not Recorded,,,22.77777778,2007 +A,,10/11/2007,0,,7,0.2,1,27,,66,0:00,Not Recorded,,,18.88888889,2007 +A,,10/18/2007,0,3.8,,0.3,1,23,,70,0:00,Not Recorded,,,21.11111111,2007 +A,,11/1/2007,0,,7,0.65,1.1,28,,69,0:00,Not Recorded,,,20.55555556,2007 +A,,11/12/2007,0,3.9,7,0.8,1,13,,59,0:00,Not Recorded,,,15,2007 +A,,12/6/2007,0,,6.5,0.7,1.9,5,,37,0:00,Not Recorded,,,2.777777778,2007 +A,,12/20/2007,0,,6.5,0.5,1,7,,44,0:00,Not Recorded,,,6.666666667,2007 +B,,1/4/2007,0,,7,0.2,0.2,13,,56,0:00,Not Recorded,,,13.33333333,2007 +B,,1/18/2007,0,6.8,7,0.3,0.3,6,,47,0:00,Not Recorded,,,8.333333333,2007 +B,,2/2/2007,0,,7,0.3,0.3,5,,43,0:00,Not Recorded,,,6.111111111,2007 +B,,2/15/2007,0,10,6.5,0.2,0.2,2,,26,0:00,Not Recorded,,,-3.333333333,2007 +B,,3/1/2007,,,6.5,0.3,0.3,10,,48,0:00,Not Recorded,,,8.888888889,2007 +B,,3/21/2007,0,9.4,6.5,0.15,0.15,14,,51,0:00,Not Recorded,,,10.55555556,2007 +B,,4/6/2007,0,,7,0.3,0.3,13,,47,0:00,Not Recorded,,,8.333333333,2007 +B,,4/19/2007,0,8.1,6.5,0.2,0.2,13,,32,0:00,Not Recorded,,,0,2007 +B,,5/3/2007,0,,6.5,0.3,0.3,19,,59,0:00,Not Recorded,,,15,2007 +B,,5/24/2007,0,5.9,8.5,0.3,0.3,23,,66,0:00,Not Recorded,,,18.88888889,2007 +B,,5/31/2007,0,,7.5,0.3,0.3,25,,74,0:00,Not Recorded,,,23.33333333,2007 +B,,6/14/2007,0,,7,0.4,0.4,23,,67,0:00,Not Recorded,,,19.44444444,2007 +B,,7/5/2007,0,3.1,7.5,0.3,0.3,25,,73,0:00,Not Recorded,,,22.77777778,2007 +B,,7/19/2007,0,,7,0.3,0.3,30,,82,0:00,Not Recorded,,,27.77777778,2007 +B,,8/2/2007,0,2.6,6.5,0.25,0.25,29,,80,0:00,Not Recorded,,,26.66666667,2007 +B,,8/21/2007,0,,6.5,0.2,0.2,28,,82,0:00,Not Recorded,,,27.77777778,2007 +B,,9/6/2007,0,,8.5,0.1,0.2,30,,82,0:00,Not Recorded,,,27.77777778,2007 +B,,9/27/2007,0,,8,0.3,0.3,26,,74,0:00,Not Recorded,,,23.33333333,2007 +B,,10/11/2007,0,,7.5,0.3,0.3,23,,66,0:00,Not Recorded,,,18.88888889,2007 +B,,10/18/2007,0,4.9,,0.3,0.48,23,,70,0:00,Not Recorded,,,21.11111111,2007 +B,,11/1/2007,0,,7,0.2,0.2,28,,69,0:00,Not Recorded,,,20.55555556,2007 +B,,11/12/2007,0,6.2,7,0.4,0.4,12,,57,0:00,Not Recorded,,,13.88888889,2007 +B,,12/6/2007,0,,7,0.4,0.5,5,,37,0:00,Not Recorded,,,2.777777778,2007 +B,,12/20/2007,0,,6.5,0.5,0.5,8,,44,0:00,Not Recorded,,,6.666666667,2007 +C,,2/2/2007,0,9.3,8,0.2,0.2,5,,43,0:00,Not Recorded,,,6.111111111,2007 +C,,2/15/2007,0,,7,0.5,0.5,4,,26,0:00,Not Recorded,,,-3.333333333,2007 +C,,3/1/2007,,7.7,7,0.4,0.4,,,48,0:00,Not Recorded,,,8.888888889,2007 +C,,3/21/2007,0,,7,0.5,0.5,15,,52,0:00,Not Recorded,,,11.11111111,2007 +C,,4/6/2007,0,8.4,7,0.4,0.4,15,,47,0:00,Not Recorded,,,8.333333333,2007 +C,,4/19/2007,0,,7.5,0.45,0.45,13,,52,0:00,Not Recorded,,,11.11111111,2007 +C,,5/3/2007,0,5.8,7.5,0.4,0.4,19,,59,0:00,Not Recorded,,,15,2007 +C,,5/24/2007,0,,8.5,0.2,0.2,24,,66,0:00,Not Recorded,,,18.88888889,2007 +C,,5/31/2007,0,,8.5,0.1,0.1,26,,74,0:00,Not Recorded,,,23.33333333,2007 +C,,6/14/2007,1,5.1,8,0.3,0.3,21,,67,,Not Recorded,,,19.44444444,2007 +C,,7/5/2007,0,,7.5,0.5,0.5,26,,74,0:00,Not Recorded,,,23.33333333,2007 +C,,7/19/2007,0,4.3,6.7,0.3,0.3,,,82,0:00,Not Recorded,,,27.77777778,2007 +C,,8/2/2007,0,,9,0.4,0.4,30,,81,0:00,Not Recorded,,,27.22222222,2007 +C,,8/21/2007,0,4.5,7,0.3,0.3,28,,81,0:00,Not Recorded,,,27.22222222,2007 +C,,9/6/2007,0,,8.5,0.15,0.15,27,,83,0:00,Not Recorded,,,28.33333333,2007 +C,,9/27/2007,0,2,,0.4,0.4,25,,73,0:00,Not Recorded,,,22.77777778,2007 +C,,10/11/2007,0,4.3,7,0.3,0.3,21,,66,0:00,Not Recorded,,,18.88888889,2007 +C,,10/18/2007,0,,,0.3,0.3,23,,70,0:00,Not Recorded,,,21.11111111,2007 +C,,11/1/2007,0,5.3,7,0.35,0.35,28,,68,0:00,Not Recorded,,,20,2007 +C,,11/12/2007,,,7.5,0.3,0.3,16,,56,0:00,Not Recorded,,,13.33333333,2007 +C,,12/6/2007,0,6.2,7,0.5,0.75,5,,37,0:00,Not Recorded,,,2.777777778,2007 +C,,12/20/2007,0,5.2,6.5,0.6,0.65,7,,40,0:00,Not Recorded,,,4.444444444,2007 +D,,1/4/2007,0,7.6,5,1.2,1.6,54,,12,0:00,Not Recorded,,,-11.11111111,2007 +D,,1/18/2007,0,,6,0.9,0.9,7,,57,0:00,Not Recorded,,,13.88888889,2007 +D,,2/2/2007,0,10,6.5,2,2,5,,43,0:00,Not Recorded,,,6.111111111,2007 +D,,2/15/2007,0,,6.5,1.9,1.9,4,,26,0:00,Not Recorded,,,-3.333333333,2007 +D,,3/1/2007,,8.8,6,1.4,1.4,10,,50,0:00,Not Recorded,,,10,2007 +D,,4/6/2007,0,7.1,6,1,1.3,14,,46,0:00,Not Recorded,,,7.777777778,2007 +D,,4/19/2007,0,,6.5,1,1.3,12,,52,0:00,Not Recorded,,,11.11111111,2007 +D,,5/3/2007,0,5.9,6.5,0.9,2,20,,59,0:00,Not Recorded,,,15,2007 +D,,5/31/2007,0,,6.5,1,1.1,27,,74,0:00,Not Recorded,,,23.33333333,2007 +D,,6/14/2007,0,5.9,6.5,0.9,1.1,21,,67,0:00,Not Recorded,,,19.44444444,2007 +D,,7/5/2007,0,3.9,6.5,0.5,0.9,24,,82,0:00,Not Recorded,,,27.77777778,2007 +D,,7/19/2007,0,5.2,,0.8,0.9,29,,80,0:00,Not Recorded,,,26.66666667,2007 +D,,8/2/2007,0,,7.5,0.8,1.1,31,,81,0:00,Not Recorded,,,27.22222222,2007 +D,,8/21/2007,0,5.7,7,0.7,0.9,28,,80,0:00,Not Recorded,,,26.66666667,2007 +D,,9/6/2007,0,,8.5,0.75,0.9,28,,83,0:00,Not Recorded,,,28.33333333,2007 +D,,9/27/2007,0,4.1,8.5,0.5,0.8,26,,73,0:00,Not Recorded,,,22.77777778,2007 +D,,10/11/2007,0,3.3,7,0.6,0.9,22,,66,0:00,Not Recorded,,,18.88888889,2007 +D,,10/18/2007,0,,,0.75,0.85,23,,70,0:00,Not Recorded,,,21.11111111,2007 +D,,11/1/2007,0,5.9,7,0.75,1,28,,68,0:00,Not Recorded,,,20,2007 +D,,11/12/2007,,,7,0.8,1.1,18,,56,0:00,Not Recorded,,,13.33333333,2007 +D,,12/6/2007,0,8.7,7,1,1,5,,37,0:00,Not Recorded,,,2.777777778,2007 +D,,12/20/2007,0,6.3,6,1.1,1.1,7,,40,0:00,Not Recorded,,,4.444444444,2007 +Bay,,1/4/2007,0,9,6.5,0.6,0.6,12,,54,0:00,S. Poe,,,12.22222222,2007 +Bay,,1/18/2007,0,10.1,6.5,0.2,0.2,6,,47,0:00,S. Poe,,,8.333333333,2007 +Bay,,2/2/2007,0,8.1,6.5,0.45,0.45,5,,42,0:00,S. Poe,,,5.555555556,2007 +Bay,,2/15/2007,0,9.3,6.5,0.3,0.3,3,,26,0:00,S. Poe,,,-3.333333333,2007 +Bay,,3/1/2007,,7.2,6.5,0.3,0.4,9,,48,0:00,S. Poe,,,8.888888889,2007 +Bay,,3/21/2007,0,8.7,6.5,0.3,0.37,11,,51,0:00,S. Poe,,,10.55555556,2007 +Bay,,4/6/2007,0,9.9,6.5,0.4,0.45,11,,46,0:00,S. Poe,,,7.777777778,2007 +Bay,,4/19/2007,0,8.7,6.5,0.1,0.2,13,,57,0:00,S. Poe,,,13.88888889,2007 +Bay,,5/3/2007,0,7.2,6.5,0.4,0.7,19,,59,0:00,S. Poe,,,15,2007 +Bay,,5/24/2007,0,6.9,7,0.5,0.6,20,,65,0:00,S. Poe,,,18.33333333,2007 +Bay,,5/31/2007,0,,6.5,0.45,0.65,24,,74,0:00,S. Poe,,,23.33333333,2007 +Bay,,6/14/2007,0,8.8,6.5,7.4,7.4,20,,67,0:00,S. Poe,,,19.44444444,2007 +Bay,,7/5/2007,0,,7.5,0.9,1,28,,74,0:00,S. Poe,,,23.33333333,2007 +Bay,,7/19/2007,0,4.7,7,0.3,0.7,27,,80,0:00,S. Poe,,,26.66666667,2007 +Bay,,8/2/2007,0,3.2,8,0.45,0.55,28,,78,0:00,S. Poe,,,25.55555556,2007 +Bay,,8/21/2007,0,5.1,7.5,0.4,0.8,26,,80,0:00,S. Poe,,,26.66666667,2007 +Bay,,9/6/2007,0,4.2,8.5,0.5,0.65,25,,81,0:00,S. Poe,,,27.22222222,2007 +Bay,,9/27/2007,0,3.2,8,0.5,0.9,25,,73,0:00,S. Poe,,,22.77777778,2007 +Bay,,10/11/2007,0,3.2,7,0.4,0.7,23,,65,0:00,S. Poe,,,18.33333333,2007 +Bay,,10/18/2007,0,4.2,,0.4,0.8,21,,70,0:00,S. Poe,,,21.11111111,2007 +Bay,,11/1/2007,0,3.7,7,0.4,0.7,28,,68,0:00,S. Poe,,,20,2007 +Bay,,11/12/2007,0,4.1,7,0.55,0.6,13,,57,0:00,S. Poe,,,13.88888889,2007 +Bay,,12/6/2007,0,6.8,7,0.25,0.25,5,,37,0:00,S. Poe,,,2.777777778,2007 +Bay,,12/20/2007,0,6.3,7,0.4,0.6,6,,39,0:00,S. Poe,,,3.888888889,2007 +A,,1/3/2008,0,,6.5,1,1.3,4,,29,0:00,Not Recorded,,,-1.666666667,2008 +A,,1/17/2008,1,,6.5,1.2,1.3,6,,42,0:00,Not Recorded,,,5.555555556,2008 +A,,2/7/2008,0,,6.5,0.2,0.9,15,,61,0:00,Not Recorded,,,16.11111111,2008 +A,,2/19/2008,0,5.1,6.5,0.7,2.1,12,,46,0:00,Not Recorded,,,7.777777778,2008 +A,,3/7/2008,0,,6.5,0.9,0.9,4,,45,0:00,Not Recorded,,,7.222222222,2008 +A,,3/21/2008,0,4.8,6.5,0.8,1.5,15,,48,0:00,Not Recorded,,,8.888888889,2008 +A,,4/3/2009,0,,7,0.5,1.2,14,,48,0:00,Not Recorded,,,8.888888889,2009 +A,,4/17/2008,0,4,6.5,0.5,1.2,16,,59,0:00,Not Recorded,,,15,2008 +A,,5/22/2008,0,4.3,7,0.6,1,22,,67,0:00,Not Recorded,,,19.44444444,2008 +A,,6/5/2008,0,,8.2,0.6,0.8,28,,79,0:00,Not Recorded,,,26.11111111,2008 +A,,6/19/2008,1,5.2,7,0.6,0.7,27,,,N/A,Not Recorded,,,-17.77777778,2008 +A,,7/3/2008,1,,7,0.8,0.1,29,,86,0:00,Not Recorded,,,30,2008 +A,,7/21/2008,1,3.8,6.5,0.7,1.3,32,,85,0:00,Not Recorded,,,29.44444444,2008 +A,,8/7/2008,0,,6.5,0.6,1,29,,80,0:00,Not Recorded,,,26.66666667,2008 +A,,8/21/2008,,,6.5,0.7,0.9,26,,75,0:00,Not Recorded,,,23.88888889,2008 +A,,9/9/2008,1,,,0.5,1,28,,74,0:00,Not Recorded,,,23.33333333,2008 +A,,9/23/2008,1,6.6,7,0.5,0.5,20,,68,0:00,Not Recorded,,,20,2008 +A,,10/9/2008,0,,6.5,0.8,1,21.5,,70,0:00,Not Recorded,,,21.11111111,2008 +A,,10/28/2008,1,,7,0.9,0.9,13,,45,0:00,Not Recorded,,,7.222222222,2008 +A,,11/6/2008,1,6.8,6.5,0.8,0.85,15,,60,0:00,Not Recorded,,,15.55555556,2008 +A,,11/18/2008,1,,6.5,0.5,0.5,8.5,,42,0:00,Not Recorded,,,5.555555556,2008 +A,,12/4/2008,1,,6.5,1.6,1.7,8,,48,0:00,Not Recorded,,,8.888888889,2008 +A,,12/16/2008,1,,6.5,0.55,0.55,10,,49,0:00,Not Recorded,,,9.444444444,2008 +B,,1/3/2008,0,,7,0.4,0.4,0,,29,0:00,Not Recorded,,,-1.666666667,2008 +B,,1/17/2008,1,4.9,7,0.7,0.9,5,,42,0:00,Not Recorded,,,5.555555556,2008 +B,,2/7/2008,0,,7,0.45,0.45,15,,61,0:00,Not Recorded,,,16.11111111,2008 +B,,2/19/2008,0,6.2,,0.53,0.53,12,,47,0:00,Not Recorded,,,8.333333333,2008 +B,,3/7/2008,0,,7,,,5,,45,,Not Recorded,,,7.222222222,2008 +B,,3/21/2008,0,6.9,8,0.6,0.6,13,,49,0:00,Not Recorded,,,9.444444444,2008 +B,,4/3/2008,0,,8.5,0.2,0.6,14,,48,0:00,Not Recorded,,,8.888888889,2008 +B,,4/17/2008,0,5.3,8.5,0.55,0.55,13,,59,0:00,Not Recorded,,,15,2008 +B,,5/8/2008,0,,6.5,0.3,1,22,,70,0:00,Not Recorded,,,21.11111111,2008 +B,,5/22/2008,0,5.2,7,0.4,0.4,22,,68,0:00,Not Recorded,,,20,2008 +B,,6/5/2008,0,,8,0.4,0.4,27,,79,0:00,Not Recorded,,,26.11111111,2008 +B,,6/19/2008,1,5.9,7.5,0.2,0.4,26,,,N/A,Not Recorded,,,-17.77777778,2008 +B,,7/3/2008,1,,7,0.3,0.3,28,,87,0:00,Not Recorded,,,30.55555556,2008 +B,,7/21/2008,1,2.8,7.5,2.5,2.5,30,,85,0:00,Not Recorded,,,29.44444444,2008 +B,,8/7/2008,0,,8.5,0.35,0.35,28,,80,0:00,Not Recorded,,,26.66666667,2008 +B,,8/21/2008,,,7,0.2,0.2,26,,75,0:00,Not Recorded,,,23.88888889,2008 +B,,9/9/2008,1,,,0.2,0.2,28,,74,0:00,Not Recorded,,,23.33333333,2008 +B,,9/23/2008,2,3.9,7,0.1,0.2,20,,68,0:00,Not Recorded,,,20,2008 +B,,10/9/2008,0,,6.5,0.2,0.3,21,,70,0:00,Not Recorded,,,21.11111111,2008 +B,,10/28/2008,1,,7.5,0.3,0.3,11,,45,0:00,Not Recorded,,,7.222222222,2008 +B,,11/6/2008,3,7,7.5,0.3,0.3,15,,60,0:00,Not Recorded,,,15.55555556,2008 +B,,11/18/2008,1,,7,0.4,0.5,7,,42,0:00,Not Recorded,,,5.555555556,2008 +B,,12/4/2008,0,,,0.4,0.4,8,,47,0:00,Not Recorded,,,8.333333333,2008 +B,,12/16/2008,1,,7,0.6,0.6,11,,49,0:00,Not Recorded,,,9.444444444,2008 +C,,1/3/2008,0,,7,0.65,0.7,0,,29,0:00,Not Recorded,,,-1.666666667,2008 +C,,1/17/2008,1,,7,0.6,0.6,5,,42,0:00,Not Recorded,,,5.555555556,2008 +C,,2/7/2008,0,4.3,7,0.7,0.7,16,,61,0:00,Not Recorded,,,16.11111111,2008 +C,,2/19/2008,0,,7,0.7,0.7,12,,48,0:00,Not Recorded,,,8.888888889,2008 +C,,3/7/2008,0,5.2,7,0.6,0.6,4,,45,0:00,Not Recorded,,,7.222222222,2008 +C,,3/21/2008,0,,8,0.5,0.5,14,,49,0:00,Not Recorded,,,9.444444444,2008 +C,,4/3/2008,0,6.5,7,0.3,0.5,13,,48,0:00,Not Recorded,,,8.888888889,2008 +C,,5/8/2008,0,2.3,7,0.4,0.6,20,,70,0:00,Not Recorded,,,21.11111111,2008 +C,,5/22/2008,0,,7,0.45,0.6,22,,68,0:00,Not Recorded,,,20,2008 +C,,6/5/2008,0,5.4,8,0.25,0.4,29,,78,0:00,Not Recorded,,,25.55555556,2008 +C,,6/19/2008,2,,8.5,0.25,0.5,27,,,N/A,Not Recorded,,,-17.77777778,2008 +C,,7/3/2008,1,5.1,7,0.4,0.4,29,,87,0:00,Not Recorded,,,30.55555556,2008 +C,,7/21/2008,1,,8,0.3,0.4,31,,85,0:00,Not Recorded,,,29.44444444,2008 +C,,8/7/2008,2,,7,0.35,0.35,28,,80,0:00,Not Recorded,,,26.66666667,2008 +C,,8/21/2008,,5.5,8,0.2,0.2,5.5,,75,0:00,Not Recorded,,,23.88888889,2008 +C,,9/9/2008,1,3.1,7.5,0.2,0.2,28,,74,0:00,Not Recorded,,,23.33333333,2008 +C,,9/23/2008,1,,8,0.1,0.1,21,,68,0:00,Not Recorded,,,20,2008 +C,,10/9/2008,0,3.9,8,0.2,0.2,21,,70,0:00,Not Recorded,,,21.11111111,2008 +C,,10/28/2008,1,6.3,8,0.4,0.5,10,,45,0:00,Not Recorded,,,7.222222222,2008 +C,,11/6/2008,2,,7.5,0.3,0.3,15,,60,0:00,Not Recorded,,,15.55555556,2008 +C,,11/18/2008,1,6.3,7,0.5,0.5,8,,41,0:00,Not Recorded,,,5,2008 +C,,12/4/2008,0,7.1,6,0.9,1.5,8,,47,0:00,Not Recorded,,,8.333333333,2008 +C,,12/16/2008,1,6.4,7.5,0.3,0.5,10,,49,0:00,Not Recorded,,,9.444444444,2008 +D,,1/3/2008,0,,6.5,0.8,0.9,3,,29,0:00,Not Recorded,,,-1.666666667,2008 +D,,1/17/2008,1,5.1,6.5,0.9,1.3,6,,42,0:00,Not Recorded,,,5.555555556,2008 +D,,2/7/2008,0,6.5,6.5,1.9,1.9,15,,62,0:00,Not Recorded,,,16.66666667,2008 +D,,2/19/2008,0,,6.5,1.2,1.3,12,,48,0:00,Not Recorded,,,8.888888889,2008 +D,,3/7/2008,0,8.1,6.5,1.2,2,4,,45,0:00,Not Recorded,,,7.222222222,2008 +D,,3/21/2008,0,,6.5,0.9,1.5,13,,49,0:00,Not Recorded,,,9.444444444,2008 +D,,4/3/2008,0,7,6.5,0.7,1.3,12,,47,0:00,Not Recorded,,,8.333333333,2008 +D,,4/17/2008,0,,6.5,0.95,1.2,25,,60,0:00,Not Recorded,,,15.55555556,2008 +D,,5/8/2008,0,2.2,6,0.3,1.5,20,,70,0:00,Not Recorded,,,21.11111111,2008 +D,,5/22/2008,0,,6.5,0.6,1.5,22,,68,0:00,Not Recorded,,,20,2008 +D,,6/5/2008,0,5,7,0.7,1.3,28,,83,0:00,Not Recorded,,,28.33333333,2008 +D,,6/19/2008,1,,6.5,0.5,1.3,25,,,N/A,Not Recorded,,,-17.77777778,2008 +D,,7/3/2008,1,4.6,7,0.6,1.2,27,,83,0:00,Not Recorded,,,28.33333333,2008 +D,,7/21/2008,1,,7.5,0.9,1.2,32,,85,0:00,Not Recorded,,,29.44444444,2008 +D,,8/7/2008,0,5,6.5,0.7,1.2,28,,79,0:00,Not Recorded,,,26.11111111,2008 +D,,8/21/2008,,5.1,6.5,0.6,1.3,26,,75,0:00,Not Recorded,,,23.88888889,2008 +D,,9/9/2008,1,6,6.5,0.7,1.2,27,,73,0:00,Not Recorded,,,22.77777778,2008 +D,,9/23/2008,0,,7,0.1,0.15,20,,68,0:00,Not Recorded,,,20,2008 +D,,10/9/2008,0,6,6.5,1,1.4,21,,69,0:00,Not Recorded,,,20.55555556,2008 +D,,10/28/2008,1,8.1,6.5,1.2,1.4,12,,45,0:00,Not Recorded,,,7.222222222,2008 +D,,11/6/2008,2,,6.5,1,1.2,15,,60,0:00,Not Recorded,,,15.55555556,2008 +D,,11/18/2008,1,6,6.5,0.7,1.4,10,,41,0:00,Not Recorded,,,5,2008 +D,,12/4/2008,0,,6.5,0.35,0.35,7,,47,0:00,Not Recorded,,,8.333333333,2008 +D,,12/16/2008,1,6.4,6.5,0.7,1.5,11,,49,0:00,Not Recorded,,,9.444444444,2008 +Bay,,1/3/2008,0,,7,0.2,0.4,1,,29,,S. Poe,,,-1.666666667,2008 +Bay,,1/17/2008,1,7.1,7,0.3,0.3,6,,42,0:00,S. Poe,,,5.555555556,2008 +Bay,,2/7/2008,0,3,7,0.2,0.8,15,,61,0:00,S. Poe,,,16.11111111,2008 +Bay,,2/19/2008,0,5.3,7,0.3,0.7,11,,45,0:00,S. Poe,,,7.222222222,2008 +Bay,,3/7/2008,0,4,7,0.3,0.7,5,,45,0:00,S. Poe,,,7.222222222,2008 +Bay,,3/21/2008,0,7.5,7,0.2,0.7,12,,48,0:00,S. Poe,,,8.888888889,2008 +Bay,,4/3/2008,1,7.9,7,0.3,0.4,12,,47,0:00,S. Poe,,,8.333333333,2008 +Bay,,4/17/2008,0,6.4,7,0.25,0.25,12,,59,0:00,S. Poe,,,15,2008 +Bay,,5/8/2008,0,5.3,7,0.3,1,20,,70,0:00,S. Poe,,,21.11111111,2008 +Bay,,5/22/2008,0,,7,0.6,0.85,19,,67,0:00,S. Poe,,,19.44444444,2008 +Bay,,6/5/2008,0,4.9,7.2,0.6,0.88,26,,83,0:00,S. Poe,,,28.33333333,2008 +Bay,,6/19/2008,4,6.2,7,0.5,0.6,24.5,,75,0:00,S. Poe,,,23.88888889,2008 +Bay,,7/3/2008,1,7.3,8,0.4,0.4,26,,81,0:00,S. Poe,,,27.22222222,2008 +Bay,,7/21/2008,2,5.6,8.5,0.6,0.7,28,,83,0:00,S. Poe,,,28.33333333,2008 +Bay,,8/7/2008,3,6.6,8,0.7,0.7,26,,78,0:00,S. Poe,,,25.55555556,2008 +Bay,,8/21/2008,,5.9,8,0.6,0.6,23,,75,0:00,S. Poe,,,23.88888889,2008 +Bay,,9/9/2008,2,4.5,6,0.7,0.825,25,,73,0:00,S. Poe,,,22.77777778,2008 +Bay,,9/23/2008,3,3.7,8,1,1,20,,68,0:00,S. Poe,,,20,2008 +Bay,,10/9/2008,0,5.3,7,0.5,0.6,20,,68,0:00,S. Poe,,,20,2008 +Bay,,10/28/2008,3,7,7.5,0.7,0.9,11,,45,0:00,S. Poe,,,7.222222222,2008 +Bay,,11/6/2008,3,5.9,7,0.2,0.3,20,,59,0:00,S. Poe,,,15,2008 +Bay,,11/18/2008,1,9.3,7,0.7,0.7,9,,41,0:00,S. Poe,,,5,2008 +Bay,,12/4/2008,1,6.6,7,0.7,0.7,7,,47,0:00,S. Poe,,,8.333333333,2008 +Bay,,12/16/2008,1,5.6,6.5,0.6,0.85,12,,49,0:00,S. Poe,,,9.444444444,2008 +A,,1/8/2009,,,6.5,0.7,0.7,0.9,,43.7,16:48,Not Recorded,,,6.5,2009 +A,,1/27/2009,0,6.9,6.5,0.5,0.8,4,,38,0:00,Not Recorded,,,3.333333333,2009 +A,,2/5/2009,0,,6.5,0.4,0.4,2,,26,0:00,Not Recorded,,,-3.333333333,2009 +A,,2/19/2009,0,5.2,6.5,0.8,0.9,10,,55,0:00,Not Recorded,,,12.77777778,2009 +A,,3/5/2009,,,6.5,0.75,0.75,8,,40,0:00,Not Recorded,,,4.444444444,2009 +A,,3/17/2009,,7.1,6.5,0.6,8.5,9,,46,0:00,Not Recorded,,,7.777777778,2009 +A,,4/5/2009,0,,7,0.5,0.8,15,,48,0:00,Not Recorded,,,8.888888889,2009 +A,,4/21/2009,0,3.7,6.5,0.4,0.6,19,,61,0:00,Not Recorded,,,16.11111111,2009 +A,,5/7/2009,0,,6.5,0.4,0.6,22,,69,0:00,Not Recorded,,,20.55555556,2009 +A,,5/21/2009,0,4.1,7,0.5,0.7,21,,61,0:00,Not Recorded,,,16.11111111,2009 +A,,6/2/2009,0,,7,0.5,0.5,27,,76,0:00,Not Recorded,,,24.44444444,2009 +A,,6/23/2009,0,4.2,7,0.5,0.5,16,,73,0:00,Not Recorded,,,22.77777778,2009 +A,,7/7/2009,0,,6.5,0.6,0.6,28,,76,0:00,Not Recorded,,,24.44444444,2009 +A,,7/21/2009,0,3.2,6.5,0.45,0.45,27,,72,0:00,Not Recorded,,,22.22222222,2009 +A,,8/4/2009,0,,6.5,0.5,0.5,30,,82,0:00,Not Recorded,,,27.77777778,2009 +A,,8/20/2009,0,3.5,6.5,0.5,0.5,29,,80,0:00,Not Recorded,,,26.66666667,2009 +A,,9/1/2009,0,,6.5,0.3,0.6,23,,70,0:00,Not Recorded,,,21.11111111,2009 +A,,9/17/2009,0,1.9,6.5,0.3,0.6,24,,70,0:00,Not Recorded,,,21.11111111,2009 +A,,10/1/2009,0,,6.5,0.5,0.7,20,,69,0:00,Not Recorded,,,20.55555556,2009 +A,,10/20/2009,0,6.3,6.5,0.5,0.5,14,,42,0:00,Not Recorded,,,5.555555556,2009 +A,,11/5/2009,0,5.9,,0.5,0.5,16,,60,0:00,Not Recorded,,,15.55555556,2009 +A,,11/20/2009,0,,6.5,0.5,0.8,15,,58,0:00,Not Recorded,,,14.44444444,2009 +A,,12/1/2009,0,6.4,6.5,0.7,0.7,12,,46,0:00,Not Recorded,,,7.777777778,2009 +A,,12/15/2009,1,,6.5,0.5,0.8,11,,51,0:00,Not Recorded,,,10.55555556,2009 +B,,1/8/2009,,,6.5,0.5,0.5,8,,43,0:00,Not Recorded,,,6.111111111,2009 +B,,1/27/2009,0,8,7,0.3,0.3,4,,38,0:00,Not Recorded,,,3.333333333,2009 +B,,2/5/2009,0,,7,0.4,0.4,1,,26,0:00,Not Recorded,,,-3.333333333,2009 +B,,2/19/2009,0,8,7,0.25,0.25,10,,55,0:00,Not Recorded,,,12.77777778,2009 +B,,3/5/2009,0,,7,0.2,0.2,8,,40,0:00,Not Recorded,,,4.444444444,2009 +B,,3/17/2009,,8.6,7,0.45,0.45,9,,44,0:00,Not Recorded,,,6.666666667,2009 +B,,4/5/2009,0,,7.5,0.2,0.2,13,,48,0:00,Not Recorded,,,8.888888889,2009 +B,,4/21/2009,0,5.3,8,0.4,0.6,21,,62,0:00,Not Recorded,,,16.66666667,2009 +B,,5/7/2009,0,,7,0.1,0.3,22,,69,0:00,Not Recorded,,,20.55555556,2009 +B,,5/21/2009,0,4.8,9,0.1,0.3,20,,61,0:00,Not Recorded,,,16.11111111,2009 +B,,6/2/2009,0,,7,0.9,0.9,28,,76,0:00,Not Recorded,,,24.44444444,2009 +B,,6/23/2009,0,0.8,8.5,0.2,0.2,27,,73,0:00,Not Recorded,,,22.77777778,2009 +B,,7/7/2009,0,,7,0.2,0.2,27,,76,0:00,Not Recorded,,,24.44444444,2009 +B,,7/21/2009,0,1.8,7,0.5,0.5,25,,72,0:00,Not Recorded,,,22.22222222,2009 +B,,8/4/2009,0,,7.5,0.28,0.28,30,,82,0:00,Not Recorded,,,27.77777778,2009 +B,,8/20/2009,0,4.3,7.5,0.4,0.4,29,,81,0:00,Not Recorded,,,27.22222222,2009 +B,,9/1/2009,0,,7.5,0.5,0.6,21,,70,0:00,Not Recorded,,,21.11111111,2009 +B,,9/17/2009,0,1.1,6.5,0.1,0.6,24,,78,0:00,Not Recorded,,,25.55555556,2009 +B,,10/1/2009,0,,6.5,0.5,0.5,20,,69,0:00,Not Recorded,,,20.55555556,2009 +B,,10/20/2009,0,6.8,7,0.5,0.5,13,,58,0:00,Not Recorded,,,14.44444444,2009 +B,,11/5/2009,0,,7,0.6,0.6,17,,60,0:00,Not Recorded,,,15.55555556,2009 +B,,11/20/2009,0,,6.5,0.48,0.48,16,,58,0:00,Not Recorded,,,14.44444444,2009 +B,,12/1/2009,0,5.3,7,0.58,0.58,10,,47,0:00,Not Recorded,,,8.333333333,2009 +B,,12/15/2009,1,,6.5,0.4,0.4,10,,51,0:00,Not Recorded,,,10.55555556,2009 +C,,1/8/2009,,5.9,6.5,0.5,0.5,8.5,,46,0:00,Not Recorded,,,7.777777778,2009 +C,,1/27/2009,0,,7,0.5,0.5,4,,38,0:00,Not Recorded,,,3.333333333,2009 +C,,2/5/2009,0,8.4,7,0.5,0.5,1,,26,0:00,Not Recorded,,,-3.333333333,2009 +C,,2/19/2009,0,,7,0.5,0.5,11,,55,0:00,Not Recorded,,,12.77777778,2009 +C,,3/5/2009,0,7.5,6.5,0.5,0.5,8,,40,0:00,Not Recorded,,,4.444444444,2009 +C,,3/17/2009,,,7,0.6,0.6,9,,44,0:00,Not Recorded,,,6.666666667,2009 +C,,4/5/2009,0,5.3,6.5,0.5,0.5,12,,48,0:00,Not Recorded,,,8.888888889,2009 +C,,4/21/2009,0,,8.5,0.35,0.35,20,,63,0:00,Not Recorded,,,17.22222222,2009 +C,,5/7/2009,0,6,,0.4,0.4,22,,70,N/A,Not Recorded,,,21.11111111,2009 +C,,5/21/2009,0,,8,0.4,0.4,20,,62,0:00,Not Recorded,,,16.66666667,2009 +C,,6/2/2009,,3.9,9,0.4,0.4,28,,75,0:00,Not Recorded,,,23.88888889,2009 +C,,6/23/2009,0,,9,0.4,0.8,30,,74,0:00,Not Recorded,,,23.33333333,2009 +C,,7/7/2009,0,4.2,6.5,0.35,0.35,26,,75,0:00,Not Recorded,,,23.88888889,2009 +C,,7/21/2009,0,,7,0.5,0.5,26,,73,0:00,Not Recorded,,,22.77777778,2009 +C,,8/4/2009,0,2.5,,0.4,0.4,28,,80,0:00,Not Recorded,,,26.66666667,2009 +C,,8/20/2009,0,,7.5,,,29,,81,0:00,Not Recorded,,,27.22222222,2009 +C,,9/1/2009,0,4.6,7.5,0.6,0.6,22,,70,0:00,Not Recorded,,,21.11111111,2009 +C,,10/1/2009,0,4.2,7,0.3,0.3,21,,69,0:00,Not Recorded,,,20.55555556,2009 +C,,10/20/2009,0,,7,0.25,0.25,14.5,,58,0:00,Not Recorded,,,14.44444444,2009 +C,,11/5/2009,0,,7.5,0.5,0.5,17,,60,0:00,Not Recorded,,,15.55555556,2009 +C,,11/20/2009,0,5.3,6.5,0.5,0.5,16,,58,0:00,Not Recorded,,,14.44444444,2009 +C,,12/1/2009,0,,6.5,0.5,0.5,12,,48,0:00,Not Recorded,,,8.888888889,2009 +C,,12/15/2009,2,6.3,6.5,0.67,0.67,11,,51,0:00,Not Recorded,,,10.55555556,2009 +D,,1/8/2009,,6.1,6.5,0.3,1.6,9,,46,0:00,Not Recorded,,,7.777777778,2009 +D,,1/27/2009,0,,6.5,0.6,1.5,4,,38,0:00,Not Recorded,,,3.333333333,2009 +D,,2/5/2009,0,9.7,6.5,0.7,1.4,2,,26,0:00,Not Recorded,,,-3.333333333,2009 +D,,2/19/2009,0,,6.5,1.9,2.5,9,,56,0:00,Not Recorded,,,13.33333333,2009 +D,,3/5/2009,0,8,7,0.9,1.6,,,40,0:00,Not Recorded,,,4.444444444,2009 +D,,3/17/2009,,,6.5,0.7,1.6,9,,44,0:00,Not Recorded,,,6.666666667,2009 +D,,4/5/2009,0,6.7,6.5,0.5,1.5,14,,48,0:00,Not Recorded,,,8.888888889,2009 +D,,4/21/2009,0,,6.5,0.7,1.6,18,,63,0:00,Not Recorded,,,17.22222222,2009 +D,,5/7/2009,0,5,7,0.6,1.7,23,,70,0:00,Not Recorded,,,21.11111111,2009 +D,,5/21/2009,0,,6.5,0.5,1.6,22,,62,0:00,Not Recorded,,,16.66666667,2009 +D,,6/2/2009,0,4,6.5,0.7,1.5,26,,73,N/A,Not Recorded,,,22.77777778,2009 +D,,6/23/2009,0,,6.5,0.7,1.6,27,,74,0:00,Not Recorded,,,23.33333333,2009 +D,,7/7/2009,0,4,6.5,1.6,1.7,26,,75,0:00,Not Recorded,,,23.88888889,2009 +D,,7/21/2009,0,,6.5,0.7,1.3,26,,73,0:00,Not Recorded,,,22.77777778,2009 +D,,8/4/2009,0,4.8,6.5,0.7,1.4,,,80,0:00,Not Recorded,,,26.66666667,2009 +D,,8/20/2009,0,,7.5,0.8,1.4,30,,81,0:00,Not Recorded,,,27.22222222,2009 +D,,9/1/2009,1,7.7,6,0.5,1.5,21,,70,0:00,Not Recorded,,,21.11111111,2009 +D,,9/17/2009,0,,6.5,0.5,2.6,23,,70,0:00,Not Recorded,,,21.11111111,2009 +D,,10/1/2009,0,3.8,6,1.6,1.7,20,,69,0:00,Not Recorded,,,20.55555556,2009 +D,,10/20/2009,0,,6.5,1.4,1.5,14,,58,0:00,Not Recorded,,,14.44444444,2009 +D,,11/5/2009,0,,6.5,0.1,1.5,16,,60,0:00,Not Recorded,,,15.55555556,2009 +D,,11/20/2009,0,6,6,0.8,1.6,15,,58,0:00,Not Recorded,,,14.44444444,2009 +D,,12/1/2009,0,,6,1.2,1.6,12,,48,0:00,Not Recorded,,,8.888888889,2009 +D,,12/15/2009,2,7.2,5.5,1.3,1.65,10,,51,0:00,Not Recorded,,,10.55555556,2009 +Bay,,1/8/2009,,6.1,7,0.15,0.7,8.5,,46,N/A,S. Poe,,,7.777777778,2009 +Bay,,1/27/2009,0,6.4,7,0.03,0.03,5,,38,0:00,S. Poe,,,3.333333333,2009 +Bay,,2/5/2009,1,9.1,7,0.3,0.3,2,,26,0:00,S. Poe,,,-3.333333333,2009 +Bay,,2/19/2009,1,9,7,3.5,3.5,12,,55,0:00,S. Poe,,,12.77777778,2009 +Bay,,3/5/2009,1,9,7,0.3,0.3,12,,40,0:00,S. Poe,,,4.444444444,2009 +Bay,,3/17/2009,,6.6,7,0.3,0.3,9,,46,0:00,S. Poe,,,7.777777778,2009 +Bay,,4/5/2009,0,7.5,7,0.3,0.8,15,,48,0:00,S. Poe,,,8.888888889,2009 +Bay,,4/21/2009,0,6.3,7,0.5,0.8,,,61,0:00,S. Poe,,,16.11111111,2009 +Bay,,5/7/2009,0,6.9,7,0.5,1.1,21,,69,0:00,S. Poe,,,20.55555556,2009 +Bay,,5/21/2009,0,8.1,8.5,0.03,0.03,19,,60,0:00,S. Poe,,,15.55555556,2009 +Bay,,6/2/2009,0,5.8,8.5,0.5,0.5,24,,73,0:00,S. Poe,,,22.77777778,2009 +Bay,,6/23/2009,0,6.6,9,0.7,0.7,24,,73,0:00,S. Poe,,,22.77777778,2009 +Bay,,7/7/2009,2,5.3,9,0.8,0.8,25,,75,0:00,S. Poe,,,23.88888889,2009 +Bay,,7/21/2009,1,3.1,8.5,0.65,0.65,25,,72,0:00,S. Poe,,,22.22222222,2009 +Bay,,8/4/2009,0,3.3,8.5,0.8,0.8,28,,80,0:00,S. Poe,,,26.66666667,2009 +Bay,,8/20/2009,0,3,7.5,0.8,0.8,27,,80,0:00,S. Poe,,,26.66666667,2009 +Bay,,9/1/2009,2,2.7,7,0.6,0.6,22,,70,0:00,S. Poe,,,21.11111111,2009 +Bay,,9/17/2009,2,4.1,7,0.8,0.8,24,,70,0:00,S. Poe,,,21.11111111,2009 +Bay,,10/1/2009,1,6.9,7,0.8,0.8,20,,69,0:00,S. Poe,,,20.55555556,2009 +Bay,,10/20/2009,0,2.3,7,0.4,0.4,12,,56,0:00,S. Poe,,,13.33333333,2009 +Bay,,11/5/2009,0,7.6,6.5,0.8,0.8,16,,60,0:00,S. Poe,,,15.55555556,2009 +Bay,,11/20/2009,2,7.2,7,0.7,0.9,16,,58,0:00,S. Poe,,,14.44444444,2009 +Bay,,12/1/2009,0,7.8,6.5,0.82,0.88,10,,46,0:00,S. Poe,,,7.777777778,2009 +Bay,,12/15/2009,,2,6.3,0.7,0.8,11,,51,0:00,S. Poe,,,10.55555556,2009 +A,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +A,,2/5/2010,,,6.5,0.7,0.9,5,,37,0:00,Not Recorded,,,2.777777778,2010 +A,,2/18/2010,,,6,0.9,1.1,5,,39,0:00,Not Recorded,,,3.888888889,2010 +A,,3/5/2010,0,,6.5,,,6,,40,0:00,Not Recorded,,,4.444444444,2010 +A,,3/16/2010,0,5.7,6,0.5,0.7,12,,44,0:00,Not Recorded,,,6.666666667,2010 +A,,4/6/2010,0,,6.5,0.7,0.8,21,,73,0:00,Not Recorded,,,22.77777778,2010 +A,,4/23/2010,0,4,6.5,0.5,0.6,18,,59,0:00,Not Recorded,,,15,2010 +A,,5/6/2010,0,,6.5,0.6,0.6,25,,76,0:00,Not Recorded,,,24.44444444,2010 +A,,5/19/2010,0,4.6,6.5,0.6,0.7,20,,59,0:00,Not Recorded,,,15,2010 +A,,6/1/2010,0,,6.5,0.5,0.5,26,,77,0:00,Not Recorded,,,25,2010 +A,,6/15/2010,0,4.5,6.5,0.5,0.5,29,,81,0:00,Not Recorded,,,27.22222222,2010 +A,,7/8/2010,0,,6.5,0.6,0.6,31,,82,0:00,Not Recorded,,,27.77777778,2010 +A,,7/20/2010,0,4.1,6.5,0.5,0.9,28,,84,0:00,Not Recorded,,,28.88888889,2010 +A,,8/3/2010,0,,7,0.1,0.4,29,,83,0:00,Not Recorded,,,28.33333333,2010 +A,,8/17/2010,0,4.2,6.5,0.8,0.9,28,,86,0:00,Not Recorded,,,30,2010 +A,,9/2/2010,0,,6.5,0.8,0.8,28,,77,0:00,Not Recorded,,,25,2010 +A,,9/22/2010,0,4,7.5,0.5,0.8,26,,75,0:00,Not Recorded,,,23.88888889,2010 +A,,10/14/2010,0,,6.5,0.2,0.9,20,,67,0:00,Not Recorded,,,19.44444444,2010 +A,,11/2/2010,0,,6.5,0.8,0.9,14,,55,0:00,Not Recorded,,,12.77777778,2010 +A,,11/16/2010,0,8.2,6.5,0.9,0.9,14,,60,0:00,Not Recorded,,,15.55555556,2010 +A,,12/7/2010,0,,7,4.5,4.5,3,,30,0:00,Not Recorded,,,-1.111111111,2010 +A,,12/21/2010,,,,,,,,31,0:00,Not Recorded,,,-0.555555556,2010 +B,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +B,,2/5/2010,,,,,,,,,N/A,Not Recorded,,,-17.77777778,2010 +B,,2/18/2010,,,,0.6,0.6,5,,38,0:00,Not Recorded,,,3.333333333,2010 +B,,3/5/2010,0,,6.5,0.6,0.6,7,,40,0:00,Not Recorded,,,4.444444444,2010 +B,,3/16/2010,0,8.1,7,0.55,0.6,11,,44,0:00,Not Recorded,,,6.666666667,2010 +B,,4/6/2010,0,,6.5,0.2,0.5,21,,73,0:00,Not Recorded,,,22.77777778,2010 +B,,4/23/2010,0,4,6.5,0.4,0.4,16,,60,0:00,Not Recorded,,,15.55555556,2010 +B,,5/6/2010,0,,7,0.4,0.45,25,,76,0:00,Not Recorded,,,24.44444444,2010 +B,,5/19/2010,0,5.2,7.5,0.4,0.4,16,,59,0:00,Not Recorded,,,15,2010 +B,,6/1/2010,0,,7,0.3,0.3,25,,77,0:00,Not Recorded,,,25,2010 +B,,6/15/2010,0,4.2,7,0.2,0.2,28,,81,0:00,Not Recorded,,,27.22222222,2010 +B,,7/8/2010,0,,7,0.4,0.4,31,,82,0:00,Not Recorded,,,27.77777778,2010 +B,,7/20/2010,0,3.7,7,0.4,0.4,29,,84,0:00,Not Recorded,,,28.88888889,2010 +B,,8/3/2010,0,,6.5,0.9,0.9,28,,83,0:00,Not Recorded,,,28.33333333,2010 +B,,8/17/2010,0,3.4,7,0.5,0.5,,,87,0:00,Not Recorded,,,30.55555556,2010 +B,,9/2/2010,0,,8,0.4,0.4,27,,77,0:00,Not Recorded,,,25,2010 +B,,9/22/2010,0,3.2,9,0.2,0.35,26,,75,0:00,Not Recorded,,,23.88888889,2010 +B,,10/14/2010,0,,6.5,0.2,0.3,19,,67,0:00,Not Recorded,,,19.44444444,2010 +B,,11/2/2010,0,,7,0.3,0.3,13,,55,0:00,Not Recorded,,,12.77777778,2010 +B,,11/16/2010,0,4.3,8.5,0.2,0.2,16,,60,0:00,Not Recorded,,,15.55555556,2010 +B,,12/7/2010,0,,6.5,0.3,0.7,1,,30,0:00,Not Recorded,,,-1.111111111,2010 +B,,12/21/2010,0,4.3,7,0.4,0.4,3,,31,0:00,Not Recorded,,,-0.555555556,2010 +C,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +C,,2/5/2010,,,6.5,0.8,0.8,5,,37,0:00,Not Recorded,,,2.777777778,2010 +C,,2/18/2010,,,6.5,0.95,0.95,5,,38,0:00,Not Recorded,,,3.333333333,2010 +C,,3/5/2010,0,9.5,6.5,0.6,0.6,7,,40,0:00,Not Recorded,,,4.444444444,2010 +C,,3/16/2010,0,,6.5,0.6,0.6,9,,44,0:00,Not Recorded,,,6.666666667,2010 +C,,4/6/2010,0,5.1,6.5,0.5,0.5,22,,72,0:00,Not Recorded,,,22.22222222,2010 +C,,4/23/2010,0,,6.5,0.4,0.4,18,,60,0:00,Not Recorded,,,15.55555556,2010 +C,,5/6/2010,0,4.9,6.5,0.3,0.3,24,,76,0:00,Not Recorded,,,24.44444444,2010 +C,,5/19/2010,0,,6.5,0.7,0.7,19,,60,0:00,Not Recorded,,,15.55555556,2010 +C,,6/1/2010,0,5.1,7,0.3,0.3,25,,77,0:00,Not Recorded,,,25,2010 +C,,6/15/2010,0,,7,0.3,0.3,29,,80,0:00,Not Recorded,,,26.66666667,2010 +C,,7/8/2010,0,5.2,7.5,0.4,0.4,30,,82,0:00,Not Recorded,,,27.77777778,2010 +C,,7/20/2010,0,,7,0.4,0.4,31,,85,0:00,Not Recorded,,,29.44444444,2010 +C,,8/3/2010,0,4.5,6.5,0.4,0.4,28,,83,0:00,Not Recorded,,,28.33333333,2010 +C,,8/17/2010,0,,7,0.2,0.4,29,,87,0:00,Not Recorded,,,30.55555556,2010 +C,,9/2/2010,0,2.3,7,0.6,0.6,27,,76,0:00,Not Recorded,,,24.44444444,2010 +C,,9/22/2010,0,,8,0.3,0.3,26,,75,0:00,Not Recorded,,,23.88888889,2010 +C,,11/2/2010,0,7.3,7.5,0.5,0.5,13,,55,0:00,Not Recorded,,,12.77777778,2010 +C,,11/16/2010,0,,8.5,0.5,0.5,15,,61,0:00,Not Recorded,,,16.11111111,2010 +C,,12/7/2010,0,8.8,7,0.5,0.5,2,,30,0:00,Not Recorded,,,-1.111111111,2010 +C,,12/21/2010,,,,,,,,31,0:00,Not Recorded,,,-0.555555556,2010 +D,,1/7/2010,,,,,,,,30,0:00,Not Recorded,,,-1.111111111,2010 +D,,2/5/2010,,9.5,6.5,0.6,1.2,5,,39,0:00,Not Recorded,,,3.888888889,2010 +D,,2/18/2010,,,6,1.4,1.6,5,,38,0:00,Not Recorded,,,3.333333333,2010 +D,,3/5/2010,0,8.7,6.5,1.2,1.5,6,,40,0:00,Not Recorded,,,4.444444444,2010 +D,,3/16/2010,,,,,,,,,N/A,Not Recorded,,,-17.77777778,2010 +D,,4/6/2010,0,6.3,6,0.7,1.7,22,,72,0:00,Not Recorded,,,22.22222222,2010 +D,,4/23/2010,0,,6.5,0.8,1.7,17,,60,0:00,Not Recorded,,,15.55555556,2010 +D,,5/6/2010,0,5,6.5,0.8,1.5,25,,76,0:00,Not Recorded,,,24.44444444,2010 +D,,5/19/2010,0,,6.5,0.8,1.6,19,,60,0:00,Not Recorded,,,15.55555556,2010 +D,,6/1/2010,0,5.2,6,0.7,1.5,25,,77,0:00,Not Recorded,,,25,2010 +D,,6/15/2010,0,,6.5,0.6,1.4,28,,80,0:00,Not Recorded,,,26.66666667,2010 +D,,7/8/2010,0,5.2,6.5,0.7,1.2,31,,81,0:00,Not Recorded,,,27.22222222,2010 +D,,7/20/2010,0,,8,0.6,1.3,31,,85,0:00,Not Recorded,,,29.44444444,2010 +D,,8/3/2010,0,6,6.5,0.8,1.2,28,,82,0:00,Not Recorded,,,27.77777778,2010 +D,,8/17/2010,0,,7.5,0.9,1.2,31,,87,0:00,Not Recorded,,,30.55555556,2010 +D,,9/2/2010,0,2.7,6.5,0.85,1.2,26,,76,0:00,Not Recorded,,,24.44444444,2010 +D,,9/22/2010,0,,6.5,1,1.2,25,,76,0:00,Not Recorded,,,24.44444444,2010 +D,,10/14/2010,0,5.9,6.5,0.8,1.3,19,,68,0:00,Not Recorded,,,20,2010 +D,,11/2/2010,0,7.2,6.5,1,1.4,13,,55,0:00,Not Recorded,,,12.77777778,2010 +D,,11/16/2010,0,,6,1.2,1.3,,,61,0:00,Not Recorded,,,16.11111111,2010 +D,,12/7/2010,0,10.3,6,1.1,1.1,2,,30,0:00,Not Recorded,,,-1.111111111,2010 +D,,12/21/2010,0,,6.5,1.3,1.3,3,,31,0:00,Not Recorded,,,-0.555555556,2010 +Bay,,1/7/2010,0,7,6.5,,,4,,30,0:00,S. Poe,,,-1.111111111,2010 +Bay,,2/5/2010,,7,6.5,0.4,0.4,5,,39,0:00,S. Poe,,,3.888888889,2010 +Bay,,2/18/2010,,,6.5,0.2,0.65,4,,38,0:00,S. Poe,,,3.333333333,2010 +Bay,,3/5/2010,0,7.7,6.5,0.2,0.4,10,,40,0:00,S. Poe,,,4.444444444,2010 +Bay,,3/16/2010,0,7.9,6.5,0.3,0.8,10,,44,0:00,S. Poe,,,6.666666667,2010 +Bay,,4/6/2010,1,5.9,6.5,0.8,1,20,,72,0:00,S. Poe,,,22.22222222,2010 +Bay,,4/23/2010,1,6.7,6.5,0.6,0.6,16,,58,0:00,S. Poe,,,14.44444444,2010 +Bay,,5/6/2010,0,6.5,7,0.75,0.9,23,,76,0:00,S. Poe,,,24.44444444,2010 +Bay,,5/19/2010,0,7,6.5,0.5,0.6,17,,59,0:00,S. Poe,,,15,2010 +Bay,,6/1/2010,0,6.8,7,0.7,0.9,25,,77,0:00,S. Poe,,,25,2010 +Bay,,6/15/2010,0,5.4,7,0.5,0.5,28,,80,0:00,S. Poe,,,26.66666667,2010 +Bay,,7/8/2010,0,3.6,8.5,0.4,0.45,29,,81,0:00,S. Poe,,,27.22222222,2010 +Bay,,7/20/2010,0,3.9,7,0.7,1,27,,82,0:00,S. Poe,,,27.77777778,2010 +Bay,,8/3/2010,0,5.1,7,0.5,0.5,26,,82,0:00,S. Poe,,,27.77777778,2010 +Bay,,8/17/2010,0,3.1,8,0.5,0.9,27,,86,0:00,S. Poe,,,30,2010 +Bay,,9/2/2010,0,3.3,7,0.5,0.7,26,,76,0:00,S. Poe,,,24.44444444,2010 +Bay,,9/22/2010,0,5,8.5,0.6,0.8,26,,74,0:00,S. Poe,,,23.33333333,2010 +Bay,,10/14/2010,0,3.9,7.5,0.5,0.8,19,,,0:00,S. Poe,,,-17.77777778,2010 +Bay,,11/2/2010,0,5,7.5,0.4,0.4,12,,55,0:00,S. Poe,,,12.77777778,2010 +Bay,,11/16/2010,0,6.7,8,0.5,0.8,15,,60,0:00,S. Poe,,,15.55555556,2010 +Bay,,12/7/2010,0,5.7,7,0.3,0.5,4,,30,0:00,S. Poe,,,-1.111111111,2010 +Bay,,12/21/2010,0,6.7,7,0.1,0.3,,,31,0:00,S. Poe,,,-0.555555556,2010 +A,,1/4/2011,0,5.9,6.5,0.8,0.8,,,32,0:00,Not Recorded,,,0,2011 +A,,1/18/2011,0,,6.5,0.5,0.65,6,,40,0:00,Not Recorded,,,4.444444444,2011 +A,,2/8/2011,0,3.9,6.5,,,7,,46,0:00,Not Recorded,,,7.777777778,2011 +A,,3/3/2011,0,,7,,,8.5,,30,0:00,Not Recorded,,,-1.111111111,2011 +A,,3/24/2011,0,3,6.5,0.4,1,14,,48,0:00,Not Recorded,,,8.888888889,2011 +A,,4/14/2011,0,,6,0.2,0.6,18,,58,0:00,Not Recorded,,,14.44444444,2011 +A,,4/28/2011,0,4,6.5,0.3,0.3,24,,76,0:00,Not Recorded,,,24.44444444,2011 +A,,5/12/2011,0,,7.5,,,24,,66,0:00,Not Recorded,,,18.88888889,2011 +A,,5/26/2011,0,2.4,7.5,0.7,0.8,28,,79,0:00,Not Recorded,,,26.11111111,2011 +A,,6/9/2011,0,,7.5,0.6,0.9,29,,85,0:00,Not Recorded,,,29.44444444,2011 +A,,6/23/2011,0,5.7,7.5,0.5,0.8,27,,87,0:00,Not Recorded,,,30.55555556,2011 +A,,7/14/2011,0,,7,0.7,0.7,27,,76,0:00,Not Recorded,,,24.44444444,2011 +A,,7/28/2011,0,3.2,7.5,0.8,0.8,31,,87,0:00,Not Recorded,,,30.55555556,2011 +A,,8/11/2011,0,,7.5,0.6,0.6,29,,83,0:00,Not Recorded,,,28.33333333,2011 +A,,9/8/2011,0,5,6.5,0.5,0.8,27,,78,0:00,Not Recorded,,,25.55555556,2011 +A,,9/22/2011,0,,5,0.7,0.7,25,,78,0:00,Not Recorded,,,25.55555556,2011 +A,,10/13/2011,0,4,6.5,0.7,0.8,22,,75,0:00,Not Recorded,,,23.88888889,2011 +A,,10/27/2011,0,,7,0.8,0.9,17,,62,0:00,Not Recorded,,,16.66666667,2011 +A,,11/10/2011,0,8.6,,0.6,0.8,19,,60,0:00,Not Recorded,,,15.55555556,2011 +A,,11/22/2011,0,,7,0.5,0.9,19,,61,0:00,Not Recorded,,,16.11111111,2011 +A,,12/8/2011,0,8,7,0.8,0.9,12,,47,0:00,Not Recorded,,,8.333333333,2011 +A,,12/22/2011,0,,7,0.9,0.9,13,,60,0:00,Not Recorded,,,15.55555556,2011 +B,,1/4/2011,0,7.2,6.5,0.4,0.4,5,,32,0:00,Not Recorded,,,0,2011 +B,,1/18/2011,0,,7,0.5,0.5,5,,40,0:00,Not Recorded,,,4.444444444,2011 +B,,2/8/2011,0,3.6,7,,,9,,46,0:00,Not Recorded,,,7.777777778,2011 +B,,3/3/2011,0,,7,,,6,,40,0:00,Not Recorded,,,4.444444444,2011 +B,,3/24/2011,0,3.9,7,0.5,0.5,14,,48,0:00,Not Recorded,,,8.888888889,2011 +B,,4/14/2011,0,,7,2.5,3,19,,58,0:00,Not Recorded,,,14.44444444,2011 +B,,4/28/2011,0,,7,0.17,0.17,23,,76,0:00,Not Recorded,,,24.44444444,2011 +B,,5/12/2011,0,,8.5,,,23,,66,0:00,Not Recorded,,,18.88888889,2011 +B,,5/26/2011,0,1.5,,0.2,0.4,27,,79,0:00,Not Recorded,,,26.11111111,2011 +B,,6/9/2011,0,,8,0.3,0.3,30,,85,0:00,Not Recorded,,,29.44444444,2011 +B,,6/23/2011,0,5.8,8,0.3,0.3,27,,89,0:00,Not Recorded,,,31.66666667,2011 +B,,7/14/2011,0,,7,0.4,0.4,28,,76,0:00,Not Recorded,,,24.44444444,2011 +B,,7/28/2011,0,2.4,7,0.4,0.4,30,,85,0:00,Not Recorded,,,29.44444444,2011 +B,,8/11/2011,0,,7.5,0.3,0.3,30,,83,0:00,Not Recorded,,,28.33333333,2011 +B,,9/8/2011,0,3.1,6.5,0.1,0.2,27,,78,N/A,Not Recorded,,,25.55555556,2011 +B,,9/22/2011,0,,7,0.15,0.15,25,,78,0:00,Not Recorded,,,25.55555556,2011 +B,,10/13/2011,0,3,7,0.05,0.05,22,,75,0:00,Not Recorded,,,23.88888889,2011 +B,,10/27/2011,0,,7.5,0.4,0.4,16,,62,0:00,Not Recorded,,,16.66666667,2011 +B,,11/10/2011,0,7.9,7.5,0.2,0.2,19,,60,0:00,Not Recorded,,,15.55555556,2011 +B,,11/22/2011,0,,7.5,0.2,0.5,14,,61,0:00,Not Recorded,,,16.11111111,2011 +B,,12/8/2011,0,5,7,0.1,0.4,13,,47,0:00,Not Recorded,,,8.333333333,2011 +B,,12/22/2011,0,,7,0.3,0.3,14,,60,0:00,Not Recorded,,,15.55555556,2011 +C,,1/4/2011,0,,7,0.5,0.5,4,,32,0:00,Not Recorded,,,0,2011 +C,,1/18/2011,0,5.1,6.5,0.6,0.8,5,,40,0:00,Not Recorded,,,4.444444444,2011 +C,,2/8/2011,0,,7,,,10,,46,0:00,Not Recorded,,,7.777777778,2011 +C,,3/3/2011,0,3.9,7.5,,,7,,38,0:00,Not Recorded,,,3.333333333,2011 +C,,3/24/2011,0,,,,,,,48,0:00,Not Recorded,,,8.888888889,2011 +C,,4/14/2011,0,5.6,8,0.3,0.3,19,,58,0:00,Not Recorded,,,14.44444444,2011 +C,,4/28/2011,0,3.6,7,0.17,0.17,23,,76,0:00,Not Recorded,,,24.44444444,2011 +C,,5/12/2011,0,3.7,9,,,23,,66,0:00,Not Recorded,,,18.88888889,2011 +C,,5/26/2011,,,,,,,,80,N/A,Not Recorded,,,26.66666667,2011 +D,,1/4/2011,0,,6.5,1.3,1.3,4,,32,0:00,Not Recorded,,,0,2011 +D,,1/18/2011,0,10,6.5,1.4,1.4,6,,39,0:00,Not Recorded,,,3.888888889,2011 +D,,2/8/2011,0,,6.5,,,9,,46,0:00,Not Recorded,,,7.777777778,2011 +D,,3/3/2011,,5,6,,,8,,38,0:00,Not Recorded,,,3.333333333,2011 +D,,3/24/2011,0,,6.5,0.7,1.4,14,,48,0:00,Not Recorded,,,8.888888889,2011 +D,,4/14/2011,0,6.9,6.5,0.9,1.4,19,,58,0:00,Not Recorded,,,14.44444444,2011 +D,,4/28/2011,0,,6.5,0.7,1.3,23,,76,0:00,Not Recorded,,,24.44444444,2011 +D,,5/12/2011,0,3.7,6.5,,,19,,65,0:00,Not Recorded,,,18.33333333,2011 +D,,5/26/2011,0,,7.5,1.2,0.9,28,,80,0:00,Not Recorded,,,26.66666667,2011 +D,,6/9/2011,0,4.8,7,0.6,1.2,29,,85,0:00,Not Recorded,,,29.44444444,2011 +D,,6/23/2011,0,,8,0.6,1,28,,87,0:00,Not Recorded,,,30.55555556,2011 +D,,7/14/2011,0,5.6,6.5,0.8,1.1,27,,76,0:00,Not Recorded,,,24.44444444,2011 +D,,7/28/2011,0,,7,0.9,1.5,31,,86,0:00,Not Recorded,,,30,2011 +D,,8/11/2011,0,2,7,0.9,0.9,29,,82,N/A,Not Recorded,,,27.77777778,2011 +D,,9/8/2011,0,,6.5,1.4,1.5,27,,78,0:00,Not Recorded,,,25.55555556,2011 +D,,9/22/2011,0,4.6,6.5,0.6,1.4,25,,78,0:00,Not Recorded,,,25.55555556,2011 +D,,10/13/2011,0,,6,0.5,1.5,23,,75,0:00,Not Recorded,,,23.88888889,2011 +D,,10/27/2011,0,,6,0.7,1.4,17,,62,0:00,Not Recorded,,,16.66666667,2011 +D,,11/10/2011,0,,6.5,0.8,1.5,17,,60,0:00,Not Recorded,,,15.55555556,2011 +D,,11/22/2011,0,8,,0.8,0.9,15,,61,0:00,Not Recorded,,,16.11111111,2011 +D,,12/8/2011,0,,6.5,0.8,1.4,12,,47,0:00,Not Recorded,,,8.333333333,2011 +D,,12/22/2011,0,9.8,7,1,1.4,16,,60,0:00,Not Recorded,,,15.55555556,2011 +Bay,,1/4/2011,0,3.1,6.5,0.2,0.45,5,,31,0:00,S. Poe,,,-0.555555556,2011 +Bay,,1/18/2011,0,6.2,7,0.2,0.6,7,,39,0:00,S. Poe,,,3.888888889,2011 +Bay,,2/8/2011,0,3.8,6.5,0.2,0.6,8,,46,0:00,S. Poe,,,7.777777778,2011 +Bay,,3/3/2011,0,3.7,7,,,8,,40,0:00,S. Poe,,,4.444444444,2011 +Bay,,3/24/2011,0,3.3,7,0.2,0.55,33,,52,0:00,S. Poe,,,11.11111111,2011 +Bay,,4/14/2011,0,3.5,7,0.4,0.6,16.5,,58,0:00,S. Poe,,,14.44444444,2011 +Bay,,4/28/2011,0,5.2,7,0.3,1.3,23,,76,0:00,S. Poe,,,24.44444444,2011 +Bay,,5/12/2011,0,4.5,7,,,18,,65,0:00,S. Poe,,,18.33333333,2011 +Bay,,5/26/2011,0,3.7,7.5,0.5,0.9,25,,79,0:00,S. Poe,,,26.11111111,2011 +Bay,,6/9/2011,0,3.2,8,0.4,0.8,27,,85,0:00,S. Poe,,,29.44444444,2011 +Bay,,6/23/2011,0,5.6,8,0.5,0.9,26,,80,0:00,S. Poe,,,26.66666667,2011 +Bay,,7/14/2011,0,3,8.5,0.4,0.6,26,,75,0:00,S. Poe,,,23.88888889,2011 +Bay,,7/28/2011,0,2,9,0.5,0.7,29,,85,0:00,S. Poe,,,29.44444444,2011 +Bay,,8/11/2011,0,3.5,9,0.4,0.7,28,,82,0:00,S. Poe,,,27.77777778,2011 +Bay,,9/8/2011,0,5,7,0.6,1.1,26,,78,0:00,S. Poe,,,25.55555556,2011 +Bay,,9/22/2011,0,5.3,8,0.5,0.7,24,,78,0:00,S. Poe,,,25.55555556,2011 +Bay,,10/13/2011,0,4.2,7.5,0.5,0.7,21,,75,0:00,S. Poe,,,23.88888889,2011 +Bay,,10/27/2011,0,7.4,7.5,0.5,0.9,16,,62,0:00,S. Poe,,,16.66666667,2011 +Bay,,11/10/2011,0,5.2,7.5,0.7,0.7,16,,60,0:00,S. Poe,,,15.55555556,2011 +Bay,,11/22/2011,0,7.3,7,0.2,0.6,16,,61,0:00,S. Poe,,,16.11111111,2011 +Bay,,12/8/2011,0,7.9,7,0.35,0.7,12,,47,0:00,S. Poe,,,8.333333333,2011 +Bay,,12/22/2011,0,7.8,7,0.3,0.7,17,,60,0:00,S. Poe,,,15.55555556,2011 +A,,1/11/2012,0,8.2,6.5,0.9,0.9,12,,53,0:00,Not Recorded,,,11.66666667,2012 +A,,1/26/2012,0,,6.5,1,1,12,,50,0:00,Not Recorded,,,10,2012 +A,,2/9/2012,0,5.8,7,1,1,8,,39,0:00,Not Recorded,,,3.888888889,2012 +A,,2/21/2012,0,,7,0.9,0.9,9,,46,0:00,Not Recorded,,,7.777777778,2012 +A,,3/1/2012,0,4.3,7.5,,,16,,70,0:00,Not Recorded,,,21.11111111,2012 +A,,3/8/2012,0,,6.5,0.5,0.5,15,,58,N/A,Not Recorded,,,14.44444444,2012 +A,,4/12/2012,0,7,7,0.6,0.7,14,,51,0:00,Not Recorded,,,10.55555556,2012 +A,,4/26/2012,0,,7.5,0.6,0.8,17,,63,0:00,Not Recorded,,,17.22222222,2012 +A,,5/10/2012,0,4.5,7,0.7,0.9,21,,63,0:00,Not Recorded,,,17.22222222,2012 +A,,5/24/2012,0,,6.5,0.6,0.7,25,,72,0:00,Not Recorded,,,22.22222222,2012 +A,,6/14/2012,0,4.9,7,0.6,0.7,22,,69,0:00,Not Recorded,,,20.55555556,2012 +A,,6/28/2012,0,,7,0.65,0.9,27,,74,0:00,Not Recorded,,,23.33333333,2012 +A,,7/19/2012,0,,6.5,0.6,0.6,30,,83,0:00,Not Recorded,,,28.33333333,2012 +A,,8/9/2012,0,3,7,0.5,0.9,28,,80,0:00,Not Recorded,,,26.66666667,2012 +A,,8/23/2012,0,,6.5,0.6,0.7,26,,77,0:00,Not Recorded,,,25,2012 +A,,9/4/2012,0,4.3,6.5,0.7,0.7,28,,80,0:00,Not Recorded,,,26.66666667,2012 +A,,9/13/2012,,,7,0.6,0.6,24,,74,0:00,Not Recorded,,,23.33333333,2012 +A,,10/4/2012,0,,7,0.6,0.6,24,,75,0:00,Not Recorded,,,23.88888889,2012 +A,,10/19/2012,0,,7,0.9,1.4,20,,70,0:00,Not Recorded,,,21.11111111,2012 +A,,11/8/2012,0,,6.5,0.5,1.9,10,,45,0:00,Not Recorded,,,7.222222222,2012 +A,,11/29/2012,0,9,6.5,0.2,0.2,8,,48,0:00,Not Recorded,,,8.888888889,2012 +A,,12/13/2012,0,,7,0.9,0.9,9,,48,0:00,Not Recorded,,,8.888888889,2012 +B,,1/11/2012,0,6,7,0.3,0.3,11,,54,0:00,Not Recorded,,,12.22222222,2012 +B,,1/26/2012,0,,7,0.3,0.3,12,,50,0:00,Not Recorded,,,10,2012 +B,,2/9/2012,0,7.5,7,0.3,0.3,8,,39,0:00,Not Recorded,,,3.888888889,2012 +B,,2/21/2012,0,,7.5,0.35,0.35,10,,40,0:00,Not Recorded,,,4.444444444,2012 +B,,3/1/2012,0,6.3,7.5,0.2,0.4,16,,69,0:00,Not Recorded,,,20.55555556,2012 +B,,3/8/2012,0,,7.5,0,0.2,14,,58,0:00,Not Recorded,,,14.44444444,2012 +B,,4/12/2012,0,7,7.5,0.3,0.3,13,,51,0:00,Not Recorded,,,10.55555556,2012 +B,,4/26/2012,0,,8,0.3,0.3,18,,63,0:00,Not Recorded,,,17.22222222,2012 +B,,5/10/2012,0,6.7,7,0.5,0.5,20,,64,0:00,Not Recorded,,,17.77777778,2012 +B,,5/24/2012,0,,8,0.5,0.5,25,,72,0:00,Not Recorded,,,22.22222222,2012 +B,,6/14/2012,0,4.5,7.5,0.2,0.2,22,,70,0:00,Not Recorded,,,21.11111111,2012 +B,,6/28/2012,0,,7.4,0.5,0.5,26,,73,0:00,Not Recorded,,,22.77777778,2012 +B,,7/19/2012,0,,7,0.4,0.4,28,,83,0:00,Not Recorded,,,28.33333333,2012 +B,,8/9/2012,0,2.9,7.5,0.3,0.4,27,,80,0:00,Not Recorded,,,26.66666667,2012 +B,,8/23/2012,0,,7.5,0.3,0.4,27,,77,0:00,Not Recorded,,,25,2012 +B,,9/4/2012,0,5.2,7,0.2,0.2,,,80,0:00,Not Recorded,,,26.66666667,2012 +B,,9/13/2012,,,8.5,0.1,0.1,23,,73,0:00,Not Recorded,,,22.77777778,2012 +B,,10/4/2012,0,,8,0.1,0.5,24,,75,0:00,Not Recorded,,,23.88888889,2012 +B,,10/19/2012,0,7.1,7,0.4,0.4,20,,70,0:00,Not Recorded,,,21.11111111,2012 +B,,11/8/2012,0,,6.5,0.35,0.35,9,,45,0:00,Not Recorded,,,7.222222222,2012 +B,,11/29/2012,0,9.7,7,0.4,0.4,9,,49,0:00,Not Recorded,,,9.444444444,2012 +B,,12/13/2012,0,,7,0.4,0.5,9,,48,0:00,Not Recorded,,,8.888888889,2012 +D,,1/11/2012,0,,6.5,1,1.4,10,,54,,Not Recorded,,,12.22222222,2012 +D,,1/26/2012,0,7.2,6.5,1.2,1.4,11,,50,0:00,Not Recorded,,,10,2012 +D,,2/9/2012,0,,6.5,1.3,1.4,6,,39,0:00,Not Recorded,,,3.888888889,2012 +D,,2/21/2012,0,10,6.5,1,1.5,8,,46,0:00,Not Recorded,,,7.777777778,2012 +D,,3/1/2012,0,,6.5,,,15,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,3/8/2012,0,9.5,6.5,1.2,1.5,14,,58,0:00,Not Recorded,,,14.44444444,2012 +D,,4/12/2012,0,,7,0.9,1.3,12,,51,0:00,Not Recorded,,,10.55555556,2012 +D,,4/26/2012,0,7.4,6.5,0.8,1.4,17,,63,0:00,Not Recorded,,,17.22222222,2012 +D,,5/10/2012,0,,6.5,0.8,1.5,20,,64,0:00,Not Recorded,,,17.77777778,2012 +D,,5/24/2012,0,6.1,6.5,0.9,1.5,25,,72,0:00,Not Recorded,,,22.22222222,2012 +D,,6/14/2012,0,,6.5,0.7,4.5,23,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,6/28/2012,0,5,6.5,0.6,1.3,27,,73,0:00,Not Recorded,,,22.77777778,2012 +D,,7/19/2012,0,4.2,7,0.8,1.4,30,,82,0:00,Not Recorded,,,27.77777778,2012 +D,,8/9/2012,0,,6.5,0.9,1.4,27,,80,0:00,Not Recorded,,,26.66666667,2012 +D,,8/23/2012,0,5.5,6.5,0.7,1.4,26,,76,0:00,Not Recorded,,,24.44444444,2012 +D,,9/4/2012,0,,6.5,0.9,1.4,28,,80,N/A,Not Recorded,,,26.66666667,2012 +D,,9/13/2012,,5.2,6.5,1,1.25,23,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,10/4/2012,0,5.8,6.5,0.9,1.2,24,,75,0:00,Not Recorded,,,23.88888889,2012 +D,,10/19/2012,0,5.5,7.5,0.6,0.8,22,,70,0:00,Not Recorded,,,21.11111111,2012 +D,,11/8/2012,0,8.6,6,0.5,1.5,9,,45,0:00,Not Recorded,,,7.222222222,2012 +D,,11/29/2012,0,,7,1.4,1.5,8,,50,0:00,Not Recorded,,,10,2012 +D,,12/13/2012,0,8.8,6.5,0.9,1.6,9,,48,0:00,Not Recorded,,,8.888888889,2012 +Bay,,1/11/2012,0,6.9,7.5,0.2,0.7,12,,54,0:00,S. Poe,,,12.22222222,2012 +Bay,,1/26/2012,0,6.5,7,0.2,0.8,11,,50,0:00,S. Poe,,,10,2012 +Bay,,2/9/2012,0,5.3,7.5,0.2,0.3,8,,39,0:00,S. Poe,,,3.888888889,2012 +Bay,,2/21/2012,0,6.2,7,0.2,0.2,8,,46,0:00,S. Poe,,,7.777777778,2012 +Bay,,3/1/2012,0,5.3,7.5,0.2,0.6,,,69,0:00,S. Poe,,,20.55555556,2012 +Bay,,3/8/2012,0,7.2,7,0.4,0.6,13,,58,0:00,S. Poe,,,14.44444444,2012 +Bay,,4/12/2012,0,6.5,8,0.4,0.6,11,,51,0:00,S. Poe,,,10.55555556,2012 +Bay,,4/26/2012,0,7.1,7.5,0.4,0.8,17,,63,0:00,S. Poe,,,17.22222222,2012 +Bay,,5/10/2012,0,5.3,8,0.4,0.7,19,,63,0:00,S. Poe,,,17.22222222,2012 +Bay,,5/24/2012,0,6.1,8.5,0.5,0.8,24,,72,0:00,S. Poe,,,22.22222222,2012 +Bay,,6/14/2012,0,3.9,8.5,0.5,0.7,22,,69,0:00,S. Poe,,,20.55555556,2012 +Bay,,6/28/2012,0,4.9,,0.45,0.7,26,,72,0:00,S. Poe,,,22.22222222,2012 +Bay,,7/19/2012,0,5.9,8.5,0.5,0.9,28,,82,0:00,S. Poe,,,27.77777778,2012 +Bay,,8/9/2012,0,4.2,7.5,0.6,0.8,,,80,0:00,S. Poe,,,26.66666667,2012 +Bay,,8/23/2012,0,6.1,8,0.5,0.7,25,,77,0:00,S. Poe,,,25,2012 +Bay,,9/4/2012,0,3.7,7,0.3,0.8,25,,85,0:00,S. Poe,,,29.44444444,2012 +Bay,,9/13/2012,,5,7,0.4,0.5,21,,70,0:00,S. Poe,,,21.11111111,2012 +Bay,,10/4/2012,0,4.8,8,0.5,0.7,24,,75,0:00,S. Poe,,,23.88888889,2012 +Bay,,10/19/2012,0,3.7,9,0.5,0.8,,,70,0:00,S. Poe,,,21.11111111,2012 +Bay,,11/8/2012,0,7.6,7,0.2,0.2,10,,45,0:00,S. Poe,,,7.222222222,2012 +Bay,,11/29/2012,0,8.9,7,0.1,0.5,7,,48,0:00,S. Poe,,,8.888888889,2012 +Bay,,12/13/2012,0,8.4,7,0.2,0.3,9,,48,0:00,S. Poe,,,8.888888889,2012 +A,,1/10/2013,0,6.9,6.5,0.8,0.9,8,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,1/24/2013,0,,7,0.4,0.7,4,,32,0:00,Not Recorded,,,0,2013 +A,,2/14/2013,0,5.7,6.5,0.7,1.1,,,45,0:00,Not Recorded,,,7.222222222,2013 +A,,2/28/2013,0,,,2.2,,10,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,3/13/2013,,5,6.5,,,11,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,3/28/2013,0,,6.5,0.5,0.5,9,,48,0:00,Not Recorded,,,8.888888889,2013 +A,,4/11/2013,0,5.9,6,0.4,0.9,21,,67,0:00,Not Recorded,,,19.44444444,2013 +A,,4/26/2013,0,,7,0.4,0.4,15,,54,N/A,Not Recorded,,,12.22222222,2013 +A,,5/8/2013,0,5.6,7,0.5,0.6,22,,70,0:00,Not Recorded,,,21.11111111,2013 +A,,5/25/2013,0,,7,0.4,0.6,25,,72,0:00,Not Recorded,,,22.22222222,2013 +A,,6/13/2013,0,6.1,7.5,0.7,0.7,29,,83,0:00,Not Recorded,,,28.33333333,2013 +A,,6/25/2013,0,,7,0.5,0.5,28,,78,0:00,Not Recorded,,,25.55555556,2013 +A,,7/11/2013,0,4.1,7,0.7,0.9,26,,81,0:00,Not Recorded,,,27.22222222,2013 +A,,7/25/2013,0,,7,0.4,0.6,27,,72,0:00,Not Recorded,,,22.22222222,2013 +A,,8/8/2013,0,5.3,6,0.1,0.7,28,,80,0:00,Not Recorded,,,26.66666667,2013 +A,,8/22/2013,0,,7,0.4,0.5,28,,78,0:00,Not Recorded,,,25.55555556,2013 +A,,9/12/2013,0,4.8,7,0.6,0.6,26,,75,0:00,Not Recorded,,,23.88888889,2013 +A,,9/26/2013,0,,6.5,,,21,,69,0:00,Not Recorded,,,20.55555556,2013 +A,,10/22/2013,0,,6,0.6,0.7,17,,60,0:00,Not Recorded,,,15.55555556,2013 +A,,11/12/2013,0,7,7,0.5,0.7,13,,54,0:00,Not Recorded,,,12.22222222,2013 +A,,11/19/2013,0,,6.5,0.7,1,11,,52,0:00,Not Recorded,,,11.11111111,2013 +A,,12/4/2013,0,8.8,,0.4,0.4,10,,51,0:00,Not Recorded,,,10.55555556,2013 +A,,12/11/2013,0,,7,0.8,1,8,,38,0:00,Not Recorded,,,3.333333333,2013 +B,,1/10/2013,0,7.2,,0.3,0.3,10,,49,0:00,Not Recorded,,,9.444444444,2013 +B,,1/24/2013,0,,7,0.3,0.3,4,,32,0:00,Not Recorded,,,0,2013 +B,,2/28/2013,0,,7,0.2,0.2,10,,48,0:00,Not Recorded,,,8.888888889,2013 +B,,3/13/2013,,7.6,7.5,0.2,0.2,11,,45,0:00,Not Recorded,,,7.222222222,2013 +B,,3/28/2013,0,,7.5,0.4,0.4,8,,48,0:00,Not Recorded,,,8.888888889,2013 +B,,4/11/2013,0,5.8,7.5,0.4,0.4,20,,68,0:00,Not Recorded,,,20,2013 +B,,4/26/2013,0,,7,0.4,0.4,15,,54,0:00,Not Recorded,,,12.22222222,2013 +B,,5/8/2013,0,4.2,8,0.2,0.2,22,,68,0:00,Not Recorded,,,20,2013 +B,,5/25/2013,0,,7.5,,,25,,73,0:00,Not Recorded,,,22.77777778,2013 +B,,6/13/2013,0,5.4,8,0.2,0.2,29,,83,0:00,Not Recorded,,,28.33333333,2013 +B,,6/25/2013,0,,7.5,0.4,0.4,27,,78,0:00,Not Recorded,,,25.55555556,2013 +B,,7/11/2013,0,3.3,7,0.3,0.3,,,81,0:00,Not Recorded,,,27.22222222,2013 +B,,7/25/2013,0,,7.5,0.2,0.2,26,,72,0:00,Not Recorded,,,22.22222222,2013 +B,,8/8/2013,0,6.4,8,0.3,0.3,27,,80,0:00,Not Recorded,,,26.66666667,2013 +B,,8/22/2013,0,,8,0.1,0.1,28,,78,0:00,Not Recorded,,,25.55555556,2013 +B,,9/12/2013,,,,,,25,,75,0:00,Not Recorded,,,23.88888889,2013 +B,,9/26/2013,0,,7.5,,,21,,69,0:00,Not Recorded,,,20.55555556,2013 +B,,10/22/2013,0,,7,0.2,0.2,17,,60,0:00,Not Recorded,,,15.55555556,2013 +B,,11/12/2013,0,,7.5,0.4,0.4,12,,54,0:00,Not Recorded,,,12.22222222,2013 +B,,11/19/2013,0,,7,0.3,0.3,11,,52,0:00,Not Recorded,,,11.11111111,2013 +B,,12/4/2013,0,5,7,0.2,0.2,11,,51,0:00,Not Recorded,,,10.55555556,2013 +B,,12/11/2013,0,,7,0.25,0.25,7,,38,0:00,Not Recorded,,,3.333333333,2013 +D,,1/10/2013,0,,6.5,1,1.5,9,,49,0:00,Not Recorded,,,9.444444444,2013 +D,,1/24/2013,0,,6.5,0.9,1.6,4,,32,0:00,Not Recorded,,,0,2013 +D,,2/14/2013,0,,6.5,1.6,1.6,9,,45,0:00,Not Recorded,,,7.222222222,2013 +D,,2/28/2013,0,9.8,6.5,1.5,1.5,9,,48,0:00,Not Recorded,,,8.888888889,2013 +D,,3/13/2013,,,6.5,1.5,1.6,11,,45,0:00,Not Recorded,,,7.222222222,2013 +D,,3/28/2013,0,10,6.5,1.4,1.6,8,,48,0:00,Not Recorded,,,8.888888889,2013 +D,,4/11/2013,0,,6.5,1.2,1.4,20,,68,0:00,Not Recorded,,,20,2013 +D,,4/26/2013,0,8.6,6.5,0.3,1.5,15,,54,0:00,Not Recorded,,,12.22222222,2013 +D,,5/8/2013,0,,7,1,1.5,22,,70,0:00,Not Recorded,,,21.11111111,2013 +D,,5/25/2013,0,5.5,6,0.5,1.5,24,,72,0:00,Not Recorded,,,22.22222222,2013 +D,,6/13/2013,0,,7,0.8,1.3,30,,85,0:00,Not Recorded,,,29.44444444,2013 +D,,6/25/2013,0,6.4,7.5,0.6,1.2,,,88,0:00,Not Recorded,,,31.11111111,2013 +D,,7/11/2013,0,,7,0.9,1.4,26,,82,0:00,Not Recorded,,,27.77777778,2013 +D,,7/25/2013,0,3.8,6.5,0.7,1.8,27,,72,0:00,Not Recorded,,,22.22222222,2013 +D,,8/8/2013,0,6.8,7,0.9,1.3,26,,79,0:00,Not Recorded,,,26.11111111,2013 +D,,8/22/2013,0,4.2,6.5,1.1,1.5,27,,78,0:00,Not Recorded,,,25.55555556,2013 +D,,9/12/2013,0,,6.5,1.2,1.2,27,,75,0:00,Not Recorded,,,23.88888889,2013 +D,,9/26/2013,0,6.1,6.7,0.9,1.1,20,,69,0:00,Not Recorded,,,20.55555556,2013 +D,,10/22/2013,0,7,6.5,1,1.2,17,,58,0:00,Not Recorded,,,14.44444444,2013 +D,,11/12/2013,0,,6,0.8,1.1,12,,54,0:00,Not Recorded,,,12.22222222,2013 +D,,11/19/2013,0,9.6,6.5,1.2,1.2,12,,52,0:00,Not Recorded,,,11.11111111,2013 +D,,12/4/2013,0,,6.5,1.2,1.2,10,,51,0:00,Not Recorded,,,10.55555556,2013 +D,,12/11/2013,0,8.65,6.5,0.8,0.8,8,,38,0:00,Not Recorded,,,3.333333333,2013 +Bay,,1/10/2013,0,8.5,7,0.4,0.5,9,,48,0:00,S. Poe,,,8.888888889,2013 +Bay,,1/24/2013,0,8.7,7,0.1,0.4,3,,32,0:00,S. Poe,,,0,2013 +Bay,,2/14/2013,0,7.7,7,0.7,2.5,9,,45,0:00,S. Poe,,,7.222222222,2013 +Bay,,2/28/2013,0,8.5,7,0.2,0.7,10,,48,0:00,S. Poe,,,8.888888889,2013 +Bay,,3/13/2013,,10,7.5,0.2,0.6,11,,45,0:00,S. Poe,,,7.222222222,2013 +Bay,,3/28/2013,0,10,7,0.2,0.3,8,,48,0:00,S. Poe,,,8.888888889,2013 +Bay,,4/11/2013,0,8,7,0.3,0.9,20,,64,0:00,S. Poe,,,17.77777778,2013 +Bay,,4/26/2013,0,8.9,7,0.2,0.2,14,,54,0:00,S. Poe,,,12.22222222,2013 +Bay,,5/8/2013,0,8.2,7,0.3,0.7,19,,67,0:00,S. Poe,,,19.44444444,2013 +Bay,,5/25/2013,0,6.1,7.5,0.4,0.9,24,,72,0:00,S. Poe,,,22.22222222,2013 +Bay,,6/13/2013,0,6.9,7.5,0.5,0.7,26,,81,0:00,S. Poe,,,27.22222222,2013 +Bay,,6/25/2013,0,6.7,7.5,0.4,0.9,26,,78,0:00,S. Poe,,,25.55555556,2013 +Bay,,7/11/2013,0,6.8,7.5,0.5,0.9,26,,81,0:00,S. Poe,,,27.22222222,2013 +Bay,,7/25/2013,0,5.9,8,0.5,0.8,26,,72,0:00,S. Poe,,,22.22222222,2013 +Bay,,8/8/2013,0,6.8,8.5,0.5,0.8,24,,79,0:00,S. Poe,,,26.11111111,2013 +Bay,,8/22/2013,0,6,8.5,0.5,0.7,26,,78,0:00,S. Poe,,,25.55555556,2013 +Bay,,9/12/2013,0,4.3,8,0.5,0.8,25,,75,N/A,S. Poe,,,23.88888889,2013 +Bay,,9/26/2013,0,6.1,8.5,0.3,0.4,19,,69,0:00,S. Poe,,,20.55555556,2013 +Bay,,10/22/2013,0,7.9,7,0.7,0.8,16,,58,0:00,S. Poe,,,14.44444444,2013 +Bay,,11/12/2013,0,9.8,7.5,0.4,0.6,11,,54,0:00,S. Poe,,,12.22222222,2013 +Bay,,11/19/2013,0,7.1,7,0.3,0.5,12,,52,0:00,S. Poe,,,11.11111111,2013 +Bay,,12/4/2013,0,7,7.5,0.2,0.5,11,,50,0:00,S. Poe,,,10,2013 +Bay,,12/11/2013,0,8.35,7,0.2,0.5,8,,38,0:00,S. Poe,,,3.333333333,2013 +A,,1/3/2014,0,,6.5,0.6,0.9,6,,26,11:25,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +B,,1/3/2014,0,,6,0.3,0.3,5,,26,11:35,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +D,,1/3/2014,0,7.9,6.5,1.1,1.2,5,,26,10:45,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +Bay,,1/3/2014,0,7.3,7,0.1,0.4,5,,26,10:15,S. Poe,3/27/2014,Karen Beatty,-3.333333333,2014 +A,,1/14/2014,0,6.8,6.5,0.5,0.5,11,,53,10:20,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +B,,1/14/2014,0,6.2,6.5,0.4,0.4,,,53,10:45,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +D,,1/14/2014,0,,6.5,1,1.4,11,,53,11:10,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +Bay,,1/14/2014,0,8.7,7,0.4,0.6,11,,53,09:45,S. Poe,3/27/2014,Karen Beatty,11.66666667,2014 +A,,2/11/2014,0,,6.5,0.5,0.9,1,,29,10:40,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +B,,2/11/2014,0,,7,0.3,0.3,4,,29,10:10,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +D,,2/11/2014,0,10,6.5,0.8,1.4,2,,29,,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +Bay,,2/11/2014,0,8.8,7,0.2,0.2,3,,29,09:30,S. Poe,3/27/2014,Karen Beatty,-1.666666667,2014 +A,,2/25/2014,0,6,6.5,0.3,0.5,9,,41,10:30,S. Poe,3/27/2014,Karen Beatty,5,2014 +B,,2/25/2014,0,8.1,7,0.3,0.3,8,,41,11:00,S. Poe,3/27/2014,Karen Beatty,5,2014 +D,,2/25/2014,0,,6.5,0.7,1.2,9,,41,11:20,S. Poe,3/27/2014,Karen Beatty,5,2014 +Bay,,2/25/2014,0,6.9,7,0.3,0.5,9,,41,09:30,S. Poe,3/27/2014,Karen Beatty,5,2014 +Bay,,3/12/2014,0,8.2,7.5,0.2,0.5,14,,57,09:45,S. Poe,3/27/2014,Karen Beatty,13.88888889,2014 +D,,3/12/2014,0,8.2,6,1.2,1.4,14,,54,10:45,S. Poe,3/27/2014,Karen Beatty,12.22222222,2014 +B,,3/12/2014,0,,7,0.3,0.3,14.5,,54,10:40,S. Poe,3/27/2014,Karen Beatty,12.22222222,2014 +A,,3/12/2014,0,,6.5,0.5,0.7,13,,54,10:50,S. Poe,3/27/2014,Karen Beatty,12.22222222,2014 +Bay,,3/27/2014,0,10,7,0.2,0.3,4,,40,09:45,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +A,,3/27/2014,0,,7,0.1,0.5,7,,40,10:55,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +B,,3/27/2014,0,,7,0.4,0.4,5,,40,10:25,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +D,,3/27/2014,0,,6.5,1.5,1.6,6,,40,10:15,S. Poe,3/27/2014,Karen Beatty,4.444444444,2014 +A,,4/10/2014,0,,6.5,0,0.4,17,,54,10:45,S. Poe,4/14/2014,Karen Beatty,12.22222222,2014 +B,,4/10/2014,0,,7,0.3,0.3,15,,54,10:35,S. Poe,4/14/2014,Karen Beatty,12.22222222,2014 +D,,4/10/2014,0,8.2,6.5,0.9,1.6,16,,53,10:15,S. Poe,4/14/2014,Karen Beatty,11.66666667,2014 +Bay,,4/10/2014,0,9,7.5,0.4,0.7,,,52,09:45,S. Poe,4/14/2014,Karen Beatty,11.11111111,2014 +Bay,,5/7/2014,0,6.8,7,0.5,0.9,18,,60,09:45,Sue Poe,5/16/2014,K Beatty,15.55555556,2014 +A,,5/7/2014,0,,6.5,0,0.9,19,,60,10:50,S. Poe,5/16/2014,K. Beatty,15.55555556,2014 +B,,5/7/2014,0,,7,0.1,0.2,18,,60,10:37,S. Poe,5/16/2014,K. Beatty,15.55555556,2014 +D,,5/7/2014,0,6.6,6.5,0.5,1.5,19,,60,10:15,S. Poe,5/16/2014,K. Beatty,15.55555556,2014 +Bay,,5/20/2014,0,7.3,7.5,0.4,0.5,18,,67,09:50,S. Poe,5/21/2014,K Beatty,19.44444444,2014 +A,,5/20/2014,0,3,6.5,0.2,0.3,21,,67,10:25,S. Poe,5/21/2014,K Beatty,19.44444444,2014 +B,,5/20/2014,0,3.86,7.5,0.5,0.5,20,,68,10:50,S. Poe,5/21/2014,K Beatty,20,2014 +D,,5/20/2014,0,,6.5,0.5,1.4,21,,68,,S. 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Загрузка библиотек" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "id": "xChor81V6mtD" + }, + "outputs": [], + "source": [ + "## Описание и загрузка библиотеки" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Z22T_R766hsO" + }, + "source": [ + " - Pandas - библиотека для обработки и анализа данных. Предназначена для данных разной природы - матричных, панельных данных, временных рядов. Претендует на звание самого мощного и гибкого средства для анализа данных с открытым исходным кодом." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: pandas in ./venv/lib/python3.13/site-packages (2.2.3)\n", + "Requirement already satisfied: numpy>=1.26.0 in ./venv/lib/python3.13/site-packages (from pandas) (2.2.3)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in ./venv/lib/python3.13/site-packages (from pandas) (2.9.0.post0)\n", + "Requirement already satisfied: pytz>=2020.1 in ./venv/lib/python3.13/site-packages (from pandas) (2025.1)\n", + "Requirement already satisfied: tzdata>=2022.7 in ./venv/lib/python3.13/site-packages (from pandas) (2025.1)\n", + "Requirement already satisfied: six>=1.5 in ./venv/lib/python3.13/site-packages (from python-dateutil>=2.8.2->pandas) (1.17.0)\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m24.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m25.0.1\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n" + ] + } + ], + "source": [ + "!pip install pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "DqYWosnHhkwU" + }, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ZNKpaic1hkwb" + }, + "source": [ + "В пандас есть две структуры данных:\n", + "- Series: одномерный массив с именованными индексами (чаще всего, данные одного типа)\n", + "- DataFrame: двухмерный массив, имеет табличную структуру, легко изменяется по размерам, может содержать в себе данные разных типов\n", + "\n", + "Оба типа можно создавать вручную с помощью функций из самой библиотеки:\n", + "- pandas.Series(data=None, index=None, dtype=None)\n", + "- pandas.DataFrame(data=None, index=None, columns=None, dtype=None)\n", + "\n", + "- **data** - данные, которые надо записать в структуру\n", + "- **index** - индексы строк\n", + "- **columns** - названия столбцов\n", + "- **dtype** - тип данных\n", + "\n", + "Кроме data, остальные параметры опциональны\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "tMHOWBBWhkwf" + }, + "source": [ + "Мы, конечно, можем сами создавать датафреймы!\n", + "\n", + "Например, кто-то нашел нам кусок данных и просит воспроизвести этот датасет:\n", + "\n", + "\n", + "\n", + "Давайте разберемся, что здесь, что и запишем в известную нам конструкцию - листы. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "9yW-A-fRhkwi" + }, + "outputs": [], + "source": [ + "columns = ['country', 'province', 'region_1', 'region_2'] # Создаем список, в котором будут храниться названия столбцов\n", + "index = [0, 1, 10, 100] # Создаем список, в котором будут индексы строк\n", + "\n", + "# Создаем список с данными, каждая строка таблицы - отдельный список\n", + "data = [['Italy', 'Sicily & Sardinia', 'Etna', 'NaN'], \n", + " ['Portugal', 'Douro', 'NaN', 'NaN'],\n", + " ['US', 'California', 'Napa Valley', 'Napa'],\n", + " ['US', 'New York', 'Finger Lakes', 'Finger Lakes']]" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6jUo7y0uhkwo" + }, + "source": [ + "А теперь соберем в датафрейм" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "jMEdfOOdhkwp", + "outputId": "b5fae3e6-3e8d-4297-d468-0be74894b070", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " country province region_1 region_2\n", + "0 Italy Sicily & Sardinia Etna NaN\n", + "1 Portugal Douro NaN NaN\n", + "10 US California Napa Valley Napa\n", + "100 US New York Finger Lakes Finger Lakes" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame(data, columns = columns, index = index) # Создаем ДатаФрейм (в качестве параметров передаем называние столбцов, индексы и сами данные)\n", + "df # Отображаем наш ДатаФрейм (лучше без использования функции print())" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "TIJhU5vEhkwv" + }, + "outputs": [], + "source": [ + "## Загрузка и запись данных" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "CjIlX-Ar6vd7" + }, + "source": [ + "\n", + "- Функции типа **pd.read_формат** и **pd.to_формат**\n", + "считывают и записывают данные соответственно.
Полный список можно найти в документации:\n", + "https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html\n", + "\n", + "Научимся считывать данные в формате csv (comma separated value) функцией:\n", + "\n", + "- pd.read_csv(): \n", + "\n", + "Аргументов у нее очень много, критически важные:\n", + " - **filepath_or_buffer** - текстовая строка с названием (адресом) файла\n", + " - **sep** - разделитель между данными\n", + " - **header** - номер строки, в которой в файле указаны названия столбцов, None, если нет\n", + " - **names** - список с названиями колонок\n", + " - **index_col** - или номер столбца, или список, или ничего - колонка, из которой надо взять названия строк" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "mWdKBTMNhkwx" + }, + "outputs": [], + "source": [ + "data = pd.read_csv('water_potability.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "g8zunGkmhkw2" + }, + "source": [ + "**Смотрим, что загрузилось**\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "slhGLHJNhkw4", + "outputId": "58af12df-d33f-4a2a-e3f6-5a763ba68831" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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С помощью метода head выводим первые 20 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "UnU4xLLzhkxG" + }, + "source": [ + "**Информация о загруженных данных**:\n", + "\n", + "- Посчитаем, сколько записей\n", + "- Посмотрим, какого типа данные\n", + "- Проверим, есть ли пропуски" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "Z-MKWiELhkxP", + "outputId": "68ca424e-83eb-4d17-d779-1ea7f1a6b4ae" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(3276, 9)" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape (так же как и в numpy-массивах) показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "SEr52zb4hkxT", + "outputId": "d72fe356-c89d-4d61-c62b-a64359f748d2" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "29484" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "sw8ATDX1hkxJ", + "outputId": "2cfce98c-00bf-4093-8bf5-6573e0cd909f", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Hardness 3276\n", + "Solids 3276\n", + "Chloramines 3276\n", + "Sulfate 2495\n", + "Conductivity 3276\n", + "Organic carbon 3276\n", + "Trihalomethanes 3114\n", + "Turbidity 3276\n", + "Potability 3276\n", + "dtype: int64" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "OwVkE1MKX6mW", + "outputId": "9a9f1142-de9c-4ffa-e051-bb58af728151" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Hardness 100\n", + "Solids 100\n", + "Chloramines 100\n", + "Sulfate 74\n", + "Conductivity 100\n", + "Organic carbon 100\n", + "Trihalomethanes 98\n", + "Turbidity 100\n", + "Potability 100\n", + "dtype: int64" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(100).count() # Применим метод .count() к первым ста записям нашего датафрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "5AjpVmYFhkxX" + }, + "source": [ + "- Метод info() заодно показывает, какого типа данные в столбцах" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 306 + }, + "id": "G8RHx3kvhkxZ", + "outputId": "cf46dd23-3acf-4d2e-c8c4-046fa7b1f8d6" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Index: 3276 entries, nan to 7.87467135779128\n", + "Data columns (total 9 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Hardness 3276 non-null float64\n", + " 1 Solids 3276 non-null float64\n", + " 2 Chloramines 3276 non-null float64\n", + " 3 Sulfate 2495 non-null float64\n", + " 4 Conductivity 3276 non-null float64\n", + " 5 Organic carbon 3276 non-null float64\n", + " 6 Trihalomethanes 3114 non-null float64\n", + " 7 Turbidity 3276 non-null float64\n", + " 8 Potability 3276 non-null int64 \n", + "dtypes: float64(8), int64(1)\n", + "memory usage: 255.9 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "cMRzYwQdhkxd", + "outputId": "4afa01d4-ec65-452a-fc89-c503253c1efa" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Hardness float64\n", + "Solids float64\n", + "Chloramines float64\n", + "Sulfate float64\n", + "Conductivity float64\n", + "Organic carbon float64\n", + "Trihalomethanes float64\n", + "Turbidity float64\n", + "Potability int64\n", + "dtype: object" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "S3TniwKUhkxh" + }, + "source": [ + "Начнем проверять на пропуски! \n", + "\n", + "- .isnull() - выдает табличку, где False - ячейка заполнена, True - ячейка пуста :( Ближайшая родня - isna()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "uq1iywLbYsxS", + "outputId": "fcc31e0d-6e49-4967-ac34-d03865227b1f" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " Hardness Solids Chloramines Sulfate Conductivity \\\n", + "ph \n", + "NaN 204.890455 20791.318981 7.300212 368.516441 564.308654 \n", + "3.716080 129.422921 18630.057858 6.635246 NaN 592.885359 \n", + "8.099124 224.236259 19909.541732 9.275884 NaN 418.606213 \n", + "8.316766 214.373394 22018.417441 8.059332 356.886136 363.266516 \n", + "9.092223 181.101509 17978.986339 6.546600 310.135738 398.410813 \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "ph \n", + "NaN 10.379783 86.990970 2.963135 0 \n", + "3.716080 15.180013 56.329076 4.500656 0 \n", + "8.099124 16.868637 66.420093 3.055934 0 \n", + "8.316766 18.436524 100.341674 4.628771 0 \n", + "9.092223 11.558279 31.997993 4.075075 0 " + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head() # Отобразим первые 5 строк нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "_oxBR6lAzfgu", + "outputId": "1b2f600d-ea50-4289-cfd6-976ea1526877" + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ZjTn7cM5zyta", + "outputId": "b3889e78-08c3-4bdf-c4ec-260d35eed9ea" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 781\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 162\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "D7aHOhOGY5pe", + "outputId": "ce904bd7-3087-40a2-824e-7f7047f358db" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 26\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 2\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(100).isna().sum() # Подсчитаем количество пропусков в каждом столбце для первых ста записей" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ZaiGPw-KY9eQ", + "outputId": "3ffbc798-c5bc-4970-c6c3-1608da30afe4" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 26\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 2\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head(100).sum() # Подсчитаем количество пропусков в каждом столбце для первых ста записей (равнозначно предыдущей записи)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "NHeX2czDhkxi", + "outputId": "9995758b-2f88-47ca-ab63-37cb364875dd" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Hardness 0.000000\n", + "Solids 0.000000\n", + "Chloramines 0.000000\n", + "Sulfate 0.238400\n", + "Conductivity 0.000000\n", + "Organic carbon 0.000000\n", + "Trihalomethanes 0.049451\n", + "Turbidity 0.000000\n", + "Potability 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # Посчитаем какую часть составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "tvAQTignhkxo", + "outputId": "7d223855-7d97-4529-bb74-572e21ed89a2" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "943\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() # Подсчитаем сколько всего пропусков (во всех столбцах) в нашем датафрейме\n", + "print(proc) # Отобразим количество посчитанных пропусков" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "EOZz-GAPhkxr", + "outputId": "b7997cfd-a292-48ff-d431-ff425d210a7c" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "3.2%\n" + ] + } + ], + "source": [ + "# Переведем полученное значение в процентное отображение\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "id": "OuW1gRtlhkxz" + }, + "outputs": [], + "source": [ + "### Как оценить пропуски визуально" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "E8w2yGJ1hkx6" + }, + "source": [ + "Что с ним делать?\n", + "\n", + "Выбора не очень много:
\n", + "\n", + "1) Удалять: \n", + "- dropna(axis=0, how='any'): axis = 0 - удаляем построчно, axis = 1 выкидываем столбец; how ='any' - выкидываем, если есть хотя бы одна ячейка пустая. how = 'all' - выкидываем, если есть полностью пустая строка или столбец\n", + "\n", + "2) Вставлять информацию самим:\n", + "- fillna() - это отдельное искусство, как заполнять. " + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: matplotlib in ./venv/lib/python3.13/site-packages (3.10.0)\n", + "Requirement already satisfied: contourpy>=1.0.1 in ./venv/lib/python3.13/site-packages (from matplotlib) (1.3.1)\n", + "Requirement already satisfied: cycler>=0.10 in ./venv/lib/python3.13/site-packages (from matplotlib) (0.12.1)\n", + "Requirement already satisfied: fonttools>=4.22.0 in ./venv/lib/python3.13/site-packages (from matplotlib) (4.56.0)\n", + "Requirement already satisfied: kiwisolver>=1.3.1 in ./venv/lib/python3.13/site-packages (from matplotlib) (1.4.8)\n", + "Requirement already satisfied: numpy>=1.23 in ./venv/lib/python3.13/site-packages (from matplotlib) (2.2.3)\n", + "Requirement already satisfied: packaging>=20.0 in ./venv/lib/python3.13/site-packages (from matplotlib) (24.2)\n", + "Requirement already satisfied: pillow>=8 in ./venv/lib/python3.13/site-packages (from matplotlib) (11.1.0)\n", + "Requirement already satisfied: pyparsing>=2.3.1 in ./venv/lib/python3.13/site-packages (from matplotlib) (3.2.1)\n", + "Requirement already satisfied: python-dateutil>=2.7 in ./venv/lib/python3.13/site-packages (from matplotlib) (2.9.0.post0)\n", + "Requirement already satisfied: six>=1.5 in ./venv/lib/python3.13/site-packages (from python-dateutil>=2.7->matplotlib) (1.17.0)\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m24.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m25.0.1\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", + "Requirement already satisfied: seaborn in ./venv/lib/python3.13/site-packages (0.13.2)\n", + "Requirement already satisfied: numpy!=1.24.0,>=1.20 in ./venv/lib/python3.13/site-packages (from seaborn) (2.2.3)\n", + "Requirement already satisfied: pandas>=1.2 in ./venv/lib/python3.13/site-packages (from seaborn) (2.2.3)\n", + "Requirement already satisfied: matplotlib!=3.6.1,>=3.4 in ./venv/lib/python3.13/site-packages (from seaborn) (3.10.0)\n", + "Requirement already satisfied: contourpy>=1.0.1 in ./venv/lib/python3.13/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (1.3.1)\n", + "Requirement already satisfied: cycler>=0.10 in ./venv/lib/python3.13/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (0.12.1)\n", + "Requirement already satisfied: fonttools>=4.22.0 in ./venv/lib/python3.13/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (4.56.0)\n", + "Requirement already satisfied: kiwisolver>=1.3.1 in ./venv/lib/python3.13/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (1.4.8)\n", + "Requirement already satisfied: packaging>=20.0 in ./venv/lib/python3.13/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (24.2)\n", + "Requirement already satisfied: pillow>=8 in ./venv/lib/python3.13/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (11.1.0)\n", + "Requirement already satisfied: pyparsing>=2.3.1 in ./venv/lib/python3.13/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (3.2.1)\n", + "Requirement already satisfied: python-dateutil>=2.7 in ./venv/lib/python3.13/site-packages (from matplotlib!=3.6.1,>=3.4->seaborn) (2.9.0.post0)\n", + "Requirement already satisfied: pytz>=2020.1 in ./venv/lib/python3.13/site-packages (from pandas>=1.2->seaborn) (2025.1)\n", + "Requirement already satisfied: tzdata>=2022.7 in ./venv/lib/python3.13/site-packages (from pandas>=1.2->seaborn) (2025.1)\n", + "Requirement already satisfied: six>=1.5 in ./venv/lib/python3.13/site-packages (from python-dateutil>=2.7->matplotlib!=3.6.1,>=3.4->seaborn) (1.17.0)\n", + "\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m24.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m25.0.1\u001b[0m\n", + "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n" + ] + } + ], + "source": [ + "!pip install matplotlib\n", + "!pip install seaborn" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 735 + }, + "id": "ToPE3VkWhkx1", + "outputId": "6a5c7213-1a94-4823-e5cf-3d19468a890d" + }, + "outputs": [ + { + "data": { + "image/png": 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" + ], + "text/plain": [ + " Hardness Solids Chloramines Sulfate Conductivity \\\n", + "ph \n", + "NaN 204.890455 20791.318981 7.300212 368.516441 564.308654 \n", + "3.716080 129.422921 18630.057858 6.635246 Python 592.885359 \n", + "8.099124 224.236259 19909.541732 9.275884 Python 418.606213 \n", + "8.316766 214.373394 22018.417441 8.059332 356.886136 363.266516 \n", + "9.092223 181.101509 17978.986339 6.546600 310.135738 398.410813 \n", + "5.584087 188.313324 28748.687739 7.544869 326.678363 280.467916 \n", + "10.223862 248.071735 28749.716544 7.513408 393.663396 283.651634 \n", + "8.635849 203.361523 13672.091764 4.563009 303.309771 474.607645 \n", + "NaN 118.988579 14285.583854 7.804174 268.646941 389.375566 \n", + "11.180284 227.231469 25484.508491 9.077200 404.041635 563.885481 \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "ph \n", + "NaN 10.379783 86.99097 2.963135 0 \n", + "3.716080 15.180013 56.329076 4.500656 0 \n", + "8.099124 16.868637 66.420093 3.055934 0 \n", + "8.316766 18.436524 100.341674 4.628771 0 \n", + "9.092223 11.558279 31.997993 4.075075 0 \n", + "5.584087 8.399735 54.917862 2.559708 0 \n", + "10.223862 13.789695 84.603556 2.672989 0 \n", + "8.635849 12.363817 62.798309 4.401425 0 \n", + "NaN 12.706049 53.928846 3.595017 0 \n", + "11.180284 17.927806 71.976601 4.370562 0 " + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.fillna(\"Python\").head(10) # С помощью метода .fillna() заменяем все пропуски словом Python" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "id": "mBsHwML6hkyF" + }, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (192570114.py, line 3)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m Cell \u001b[0;32mIn[28], line 3\u001b[0;36m\u001b[0m\n\u001b[0;31m Теперь посмотрим, а что содержательно у нас есть на руках.\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "### Описательные статистики\n", + "\n", + "Теперь посмотрим, а что содержательно у нас есть на руках. \n", + "\n", + "Глазами просматривать не будем, а попросим посчитать основные описательные статистики. Причем сразу все.\n", + "\n", + "- describe() - метод, который возвращает табличку с описательными статистиками. В таком виде считает все для числовых столбцов" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 297 + }, + "id": "ZWz60or1hkyG", + "outputId": "134781c0-28b6-4137-85d1-8376216860c6", + "scrolled": true + }, + "outputs": [], + "source": [ + "data.describe() # Отобразим описательные статистики нашего датафрейма (только числовые данные)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "0aeamrWMhkyK" + }, + "source": [ + "Немножко магии, и для нечисловых данные тоже будут свои описательные статистики. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "jKTF-2BHhkyK", + "outputId": "244a91a6-e8b4-42a9-d464-3728bc5c3dc5" + }, + "outputs": [], + "source": [ + "data.describe(include=['O']) # # Отобразим описательные статистики нашего датафрейма ('O' - в том числе и строковые)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "-IbwBRL_hkyO" + }, + "outputs": [], + "source": [ + "### Срезы данных\n", + "\n", + "Допустим, нам не нужен датасет, а только определенные столбцы или строки или столбцы и строки. \n", + "\n", + "\n", + "Как делать?\n", + "Помним, что:\n", + "- у столбцов есть названия\n", + "- у строк есть названия\n", + "- если нет названий, то они пронумерованы с нуля\n", + "\n", + "Основываясь на этой идее, мы начнем отбирать данные." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 80 + }, + "id": "4uT9dn4vhkyO", + "outputId": "f57acc81-2f88-41fd-ada0-028d80ed3ca7" + }, + "outputs": [], + "source": [ + "data.head(1) # Отобразим первую строчку датафрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "5b2HPHJwhkyT" + }, + "source": [ + "#### Отбираем по столбцам. Версия 1. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 221 + }, + "id": "ocn9YgmnhkyZ", + "outputId": "438dc10b-ff81-42d3-deea-eefa140305d5" + }, + "outputs": [], + "source": [ + "array = data['price'] # Отобразим столбец price\n", + "array" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 221 + }, + "id": "tBeyZQLPIMIJ", + "outputId": "95d6ac17-ddde-46d9-e9a8-6e265eb12085" + }, + "outputs": [], + "source": [ + "data.price" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 119 + }, + "id": "YVzV30CQhkyV", + "outputId": "26839d1c-a250-4ec0-a388-50f50e45af89" + }, + "outputs": [], + "source": [ + "data.price.head() # Отобразим столбец price (альтернативные вариант)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "IDhUYDK5hkye", + "outputId": "536a6bdf-0016-4faf-e984-f1bfa8d356ad" + }, + "outputs": [], + "source": [ + "new_df = data[['price','country']].head() # Отобразим столбцы 'price' и 'country'\n", + "new_df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Pw7bsVKPhkyg" + }, + "source": [ + "#### Отбираем по строкам. Версия 1. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 359 + }, + "id": "-3ntG2CzhDyV", + "outputId": "799530a2-5339-4ddf-8cbc-ef187d8a148f" + }, + "outputs": [], + "source": [ + "data[10:20] # Отобразим с 10й по 20ю строки датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "DaW5dRU7hkyh", + "outputId": "9665e0f7-f195-4217-b8a1-674700cdc917" + }, + "outputs": [], + "source": [ + "data[10:20:3] # Отобразим с 10й по 20ю строки датафрейма с шагом 2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 359 + }, + "id": "zXqL-lBEhGkG", + "outputId": "c741c699-f40d-4417-9bb4-bc849da4f19b" + }, + "outputs": [], + "source": [ + "data[::5].head(10) # Отобразим каждую 5ю строку датафрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "pV0kczWfhkyk" + }, + "source": [ + "#### Отбор по столбцам. Версия 2. Все еще по названиям " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 495 + }, + "id": "blyn4oRnJOlm", + "outputId": "cc0258b0-2735-4d7f-cb92-ac9b23b2a83e" + }, + "outputs": [], + "source": [ + "data.head(10)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "LfRYRSsohkyk", + "outputId": "c7f8b402-bba9-4da4-eebe-6402c24030c2" + }, + "outputs": [], + "source": [ + "data.loc[4:7, ['price', 'points']] # Отобразим два столбца 'price' и 'points', и в них строки с индексами с 4 по 7" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "CK4-ntzDhkyo" + }, + "source": [ + "#### Отбор по строкам. Версия 2. Все еще по названиям " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "eqAQs0YIhkyq", + "outputId": "d0bab15c-91be-41a2-ef6f-82f2faf5e702" + }, + "outputs": [], + "source": [ + "data.loc[:5,:] # Отобразим строки с индексом от 0 до 5 (то же, что и data.loc[:5])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "NGugpgJfhkyv" + }, + "source": [ + "#### Отбор по строчкам и столбцам. Версия 3. По номеру строк и столбцов" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "CG0aSTW8hkyv", + "outputId": "af2503a1-524e-431c-f61e-5d0a5590a9b1" + }, + "outputs": [], + "source": [ + "data.iloc[::5, [1,3]].head() # Отобразим каждую 5 строку и 1 и 3 столбец" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "sIao6149hkyy" + }, + "source": [ + "#### Отбор с условиями\n", + "\n", + "Так, а если мне нужны вина дороже $15 долларов? Как быть?" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "YsIrLdRnhkyy" + }, + "outputs": [], + "source": [ + "#задаем маску\n", + "mask = data['price'] > 15" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 119 + }, + "id": "nfVB6YBbhky0", + "outputId": "ebfb750f-f4f2-43a3-c62b-4e39273046de" + }, + "outputs": [], + "source": [ + "mask.head() # Отобразим маску" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 359 + }, + "id": "FADnit0Ghky2", + "outputId": "16cf6881-4c3c-408e-f661-4141182143d5" + }, + "outputs": [], + "source": [ + "#и отбираем данные\n", + "temp = data[mask] # Выбираем данные из датафрейма в соответствии с маской и записываем их в новый даатафрейм temp\n", + "temp # Отображаем temp" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "EHT3VYtNhky4", + "outputId": "84091e0c-6995-4d73-b63a-c69aeec6ecd4" + }, + "outputs": [], + "source": [ + "data[data.price>300].head()# Альтернативный вариант" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 616 + }, + "id": "Moi8GwyVhky8", + "outputId": "f4020760-204a-42f0-9df3-28242583e16e" + }, + "outputs": [], + "source": [ + "data[(data.price > 200) & ((data.country == 'US') | (data.country == 'France'))].head(15) # Составное условие" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Da0WfR_5hky_" + }, + "outputs": [], + "source": [ + "### Мультииндексация" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "gIqtjR45hky_", + "outputId": "48a1fdf1-4c7f-4c3c-8e76-b9e773cb15c7" + }, + "outputs": [], + "source": [ + "data.head() # Отобразим наш датафрем" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "JizHrXguhkzC", + "outputId": "4b793963-14d9-4f87-bb3f-b26bb14d2d8e" + }, + "outputs": [], + "source": [ + "data_ = data.groupby(['country', 'price']).count() # Сграппируем данные сначала по странам, а затем по price\n", + "data_.head(100) # Отобразим первые 50 строк нового датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 450 + }, + "id": "hE9aG1imhkzG", + "outputId": "b2abe0e9-93f7-4044-e88c-844918452e52" + }, + "outputs": [], + "source": [ + "data_.loc['US'] # Отобразим все данные для 'US'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 170 + }, + "id": "ZteYvkfehkzL", + "outputId": "938087ed-492f-4ddf-c3f1-16ca3b38f331" + }, + "outputs": [], + "source": [ + "data_.loc['US', 100] # Отобразим данные для 'US', у кого 100 points" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6o6JX1OnhkzP" + }, + "outputs": [], + "source": [ + "#### Как изменять значения в табличке" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "sVulAc0HsaLu", + "outputId": "6fca9bb4-357b-4398-e509-6191a1ee9e74" + }, + "outputs": [], + "source": [ + "data_backup = data.copy() # Создаем копию нашего датафрейма и записываем в переменную data_backup\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 297 + }, + "id": "eMhSX4jqhkzP", + "outputId": "5ee71b23-0935-46c4-925f-912e28eeda25" + }, + "outputs": [], + "source": [ + "data.iloc[0,1] = 'kotiki' # Вставляем новое значение в 0 строку и 1 стоблец\n", + "data.iloc[2,2] = '129' # Вставляем новое значение в 2 строку и 2 стоблец\n", + "data.iloc[3:5,2:5] = 'new' # Вставляем новое значение с 3 по 5 строку и со 2го по 5ый стоблец\n", + "data.head(8)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "RZvBCkMCsiOT" + }, + "outputs": [], + "source": [ + "data = data_backup.copy() # Восстанавливаем данные из копии" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "SNliNx3TPCTX", + "outputId": "2f0ccacf-df6b-4499-c844-12be866957dc" + }, + "outputs": [], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "qXlU-wqyhkzT", + "outputId": "b65e6f8a-0562-43d7-b09a-ff2c8f9eab35" + }, + "outputs": [], + "source": [ + "data.loc[data.country == 'US', 'region_2'] = 'Syberia'\n", + "data.loc[data.price > 100, 'points'] = 200\n", + "data.loc[data.price > 100, 'price'] = 1000\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6PumqSIU7Q7U" + }, + "outputs": [], + "source": [ + "## Перевод в Numpy\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 51 + }, + "id": "Obs9TzQ9E8ss", + "outputId": "7ea94ae7-0ee5-4773-be88-14ab92522349" + }, + "outputs": [], + "source": [ + "np_data = data.values # Получаем данные из датафрейма и записываем их в переменную np_data\n", + "print(np_data.shape) # Выводим размерность np_data\n", + "np_data.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 105 + }, + "id": "y1n1cNpdrFqQ", + "outputId": "f6f3c2df-9732-40ed-8569-5d53223b9a24" + }, + "outputs": [], + "source": [ + "print(np_data[0]) # Выводим 0ой элемент из массива" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 717 + }, + "id": "UsAcU8mBnWwn", + "outputId": "4eec37c8-c418-4140-de98-c4ec5b6bbe8b" + }, + "outputs": [], + "source": [ + "# Выведем первые 10 элементов из np_data\n", + "for i in range(10):\n", + " print(np_data[i])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8F6G2AUnKFCA" + }, + "source": [ + "# **Глоссарий**\n", + "\n", + "\n", + "pd.DataFrame(данные, columns = [колонки, если есть], index = [индексы ,если есть]) - создать датафрейм\n", + "\n", + "pd.read_csv(полный адрес расположения файла) - открыть .csv файл\n", + "\n", + "------------\n", + "\n", + ".head() - посмотреть верхушку датафрейма (первые n строк)\n", + "\n", + ".tail() - посмотреть конец датафрейма (последние n строк)\n", + "\n", + ".columns - список колонок датафрейма\n", + "\n", + ".values - вывести массив всех значений датафрейма\n", + "\n", + ".index - список индексов датафрейма\n", + "\n", + ".tolist() - перевести в список\n", + "\n", + ".count() - посчитать количество определенных величин во фрейме\n", + "\n", + ".describe() - посмотреть основные статистические характеристики фрейма\n", + "\n", + ".shape - форма фрейма (строки, колонки)\n", + "\n", + ".size - размер фрейма строки*колонки\n", + "\n", + ".info() - информация о данных каждой колонки\n", + "\n", + ".dtypes - тип данных каждой колонки\n", + "\n", + ".isnull() - где недостает значений\n", + "\n", + ".isna()- есть ли значения None\n", + "\n", + ".dropna() - выкинуть строки/колонки с None\n", + "\n", + ".fillna() - заполнить заданным значеним ячейки, где есть None\n", + "\n", + ".loc[] - вывести значения по названиям колонок\n", + "\n", + ".iloc[] - вывести значения по индексам колонок\n", + "\n", + ".drop() - выкинуть определенные значения\n", + "\n", + "--------------\n", + "\n", + "pd.to_datetime(колонка, которую переводим в формат временного ряда)\n", + "\n", + ".groupby() - сгруппировать по конкретному признаку\n", + "\n", + ".copy() - создать копию\n", + "\n", + ".sort_values() - сортировка значений\n", + "\n", + "pd.concat([df1,df2]) - конкатенация фреймов\n", + "\n", + ".merge(второй_датафрейм, on = 'общая колонка, по которой склеиваем', how = 'с какой стороны') - конкатенация фреймов через общий признак\n", + "\n", + "-------------\n", + "\n", + "\n", + ".corr() - вычислить корреляцию\n", + "\n", + ".median() - вычислить медиану\n", + "\n", + ".cumsum() - вычислить куммулятивную сумму\n", + "\n", + ".cumprod() - вычислить коммулятивное произведение\n", + "\n", + ".cummax() - вычислить коммулятивный максимум\n", + "\n", + "-------------\n", + "\n", + ".quantile([]) - вычислить квантили\n", + "\n", + ".nunique() - уникальные значения для n-колонок/строк\n", + "\n", + ".unique() - уникальные значения определенной колонки/строк\n", + "\n", + "------------\n", + "\n", + ".apply(функция) - применить функцию для колонки/строки\n", + "\n", + ".agg(набор_функций) - применить ряд функций для колонки/строки\n" + ] + } + ], + "metadata": { + "colab": { + "provenance": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.2" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/feature_importance_water_quality.png b/feature_importance_water_quality.png new file mode 100644 index 0000000..f20f840 Binary files /dev/null and b/feature_importance_water_quality.png differ diff --git a/knn_neighbors_impact.png b/knn_neighbors_impact.png new file mode 100644 index 0000000..b0fd6fc Binary files /dev/null and b/knn_neighbors_impact.png differ diff --git a/knn_neighbors_water_quality.png b/knn_neighbors_water_quality.png new file mode 100644 index 0000000..1091a87 Binary files /dev/null and b/knn_neighbors_water_quality.png differ diff --git a/main.py b/main.py new file mode 100644 index 0000000..d57a354 --- /dev/null +++ b/main.py @@ -0,0 +1,6 @@ +def main(): + print("Hello from jupyter!") + + +if __name__ == "__main__": + main() diff --git a/mlp_architecture_water_quality.png b/mlp_architecture_water_quality.png new file mode 100644 index 0000000..d58c66a Binary files /dev/null and b/mlp_architecture_water_quality.png differ diff --git a/model_comparison.png b/model_comparison.png new file mode 100644 index 0000000..baab1fb Binary files /dev/null and b/model_comparison.png differ diff --git a/model_comparison_all_data_types.png b/model_comparison_all_data_types.png new file mode 100644 index 0000000..2a3cb44 Binary files /dev/null and b/model_comparison_all_data_types.png differ diff --git a/model_comparison_results.csv b/model_comparison_results.csv new file mode 100644 index 0000000..e873ed0 --- /dev/null +++ b/model_comparison_results.csv @@ -0,0 +1,11 @@ +Модель,Тип данных,Точность на обучающей выборке,Точность на тестовой выборке,Средняя CV точность +K-ближайших соседей,Исходные данные,0.7072519083969465,0.5746951219512195,0.5530534351145038 +K-ближайших соседей,Масштабированные данные,0.7599236641221374,0.6036585365853658,0.6248091603053435 +Дерево решений,Исходные данные,1.0,0.5975609756097561,0.5820610687022901 +Дерево решений,Масштабированные данные,1.0,0.5975609756097561,0.5820610687022901 +Случайный лес,Исходные данные,1.0,0.6524390243902439,0.6637404580152672 +Случайный лес,Масштабированные данные,1.0,0.6524390243902439,0.6637404580152672 +CatBoost,Исходные данные,0.9950381679389313,0.6402439024390244,0.6633587786259543 +CatBoost,Масштабированные данные,0.9969465648854962,0.635670731707317,0.6633587786259543 +Нейронная сеть,Исходные данные,0.6110687022900764,0.6097560975609756,0.47748091603053433 +Нейронная сеть,Масштабированные данные,0.6900763358778625,0.6707317073170732,0.6721374045801527 diff --git a/my_jupyter.ipynb b/my_jupyter.ipynb new file mode 100644 index 0000000..5044432 --- /dev/null +++ b/my_jupyter.ipynb @@ -0,0 +1,4325 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "74e95b6f-3419-4dde-947e-81283780b341", + "metadata": {}, + "source": [ + "# Лабораторная работа 1" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6671a5aa-f0db-4abd-89f8-cb185105353a", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c8396594-e4dc-4b28-8a9c-8e32bf169c41", + "metadata": {}, + "outputs": [ + { + 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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 NaN 204.890455 20791.318981 7.300212 368.516441 564.308654 \n", + "1 3.716080 129.422921 18630.057858 6.635246 NaN 592.885359 \n", + "2 8.099124 224.236259 19909.541732 9.275884 NaN 418.606213 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 363.266516 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 398.410813 \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 10.379783 86.990970 2.963135 0 \n", + "1 15.180013 56.329076 4.500656 0 \n", + "2 16.868637 66.420093 3.055934 0 \n", + "3 18.436524 100.341674 4.628771 0 \n", + "4 11.558279 31.997993 4.075075 0 " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv('water_potability.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data\n", + "data.head() # С помощью метода head выводим первые 5 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6ad6f05e-a68e-46c0-b570-d43d5025d3f3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 NaN \n", + "3273 9.419510 175.762646 33155.578218 7.350233 NaN \n", + "3274 5.126763 230.603758 11983.869376 6.303357 NaN \n", + "3275 7.874671 195.102299 17404.177061 7.509306 NaN \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 NaN 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "4d32d829-d22f-4841-b1f9-b17fc8243a2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3276, 10)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "15e25306-3adf-4105-9287-b20e1f2d13e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "32760" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "7ff6ca24-ceda-4e88-9ad5-62acab824077", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 2785\n", + "Hardness 3276\n", + "Solids 3276\n", + "Chloramines 3276\n", + "Sulfate 2495\n", + "Conductivity 3276\n", + "Organic carbon 3276\n", + "Trihalomethanes 3114\n", + "Turbidity 3276\n", + "Potability 3276\n", + "dtype: int64" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "fed012f7-499a-449b-bae9-0ed353fe0f45", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 3276 entries, 0 to 3275\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 ph 2785 non-null float64\n", + " 1 Hardness 3276 non-null float64\n", + " 2 Solids 3276 non-null float64\n", + " 3 Chloramines 3276 non-null float64\n", + " 4 Sulfate 2495 non-null float64\n", + " 5 Conductivity 3276 non-null float64\n", + " 6 Organic carbon 3276 non-null float64\n", + " 7 Trihalomethanes 3114 non-null float64\n", + " 8 Turbidity 3276 non-null float64\n", + " 9 Potability 3276 non-null int64 \n", + "dtypes: float64(9), int64(1)\n", + "memory usage: 256.1 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "71c60116-ccf6-47fa-a20f-fb941717cd33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph float64\n", + "Hardness float64\n", + "Solids float64\n", + "Chloramines float64\n", + "Sulfate float64\n", + "Conductivity float64\n", + "Organic carbon float64\n", + "Trihalomethanes float64\n", + "Turbidity float64\n", + "Potability int64\n", + "dtype: object" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "ed9d0216-3e60-4aac-a05b-ee2649c07d9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
count2785.0000003276.0000003276.0000003276.0000002495.0000003276.0000003276.0000003114.0000003276.0000003276.000000
mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
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50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 True False False False False False \n", + "1 False False False False True False \n", + "2 False False False False True False \n", + "3 False False False False False False \n", + "4 False False False False False False \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 False False False False \n", + "1 False False False False \n", + "2 False False False False \n", + "3 False False False False \n", + "4 False False False False " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "markdown", + "id": "17eecd3a-51a0-4e69-add3-781cd51be836", + "metadata": {}, + "source": [ + "___\n", + "№2" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "42d0d6d1-e191-4483-9175-2adeed093b3d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 491\n", + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 781\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 162\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b80fab70-d390-4118-9c21-cf0b22bd169e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 0.149878\n", + "Hardness 0.000000\n", + "Solids 0.000000\n", + "Chloramines 0.000000\n", + "Sulfate 0.238400\n", + "Conductivity 0.000000\n", + "Organic carbon 0.000000\n", + "Trihalomethanes 0.049451\n", + "Turbidity 0.000000\n", + "Potability 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # часть которую составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "699915ac-adcf-4868-87aa-69ae89f95e01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1434\n", + "4.4%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum()\n", + "print(proc)\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "b9ff4f68-a533-42a4-bfc2-72c2bc6cd8c1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "cb791d0b-449d-4dea-8db8-12dd126ba327", + "metadata": {}, + "source": [ + "Наверное откидывать треть значений не самая лучшая идея, поэтому подготовим ещё один датасет заплонив значаения.\n", + "\n", + "ph:\n", + "\n", + "Среднее (7.08) и медиана (7.04) очень близки. Но есть выбросы (минимум 0), лучше использовать медиану.\n", + "\n", + "Sulfate:\n", + "\n", + "Среднее (333.78) и медиана (333.07) тоже близки. Нет явных выбросов → можно заполнить средним.\n", + "\n", + "Trihalomethanes:\n", + "\n", + "Среднее (66.40) и медиана (66.62) похожи. Есть выбросы (min = 0.738, max = 124) → лучше взять медиану." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "06ca30b3-71c0-47ba-9ac4-8557a44305c4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "... ... ... ... ... ... \n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 333.775777 \n", + "3273 9.419510 175.762646 33155.578218 7.350233 333.775777 \n", + "3274 5.126763 230.603758 11983.869376 6.303357 333.775777 \n", + "3275 7.874671 195.102299 17404.177061 7.509306 333.775777 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "... ... ... ... ... ... \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 66.622485 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 \n", + "\n", + "[3276 rows x 10 columns]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = data.copy(deep=True) # Создадим копию исходного датафрейма, чтобы его не изменять\n", + "# Заполняем NaN значениями в зависимости от их распределения\n", + "df2['ph'] = df2['ph'].fillna(df2['ph'].median()) # Медиана устойчивее к выбросам\n", + "df2['Sulfate'] = df2['Sulfate'].fillna(df2['Sulfate'].mean()) # Среднее, так как нет сильных выбросов\n", + "df2['Trihalomethanes'] = df2['Trihalomethanes'].fillna(df2['Trihalomethanes'].median()) # Медиана, так как есть выбросы\n", + "df2" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "126bf027-765f-4d5c-8c1d-92f6f43edb58", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n" + ] + } + ], + "source": [ + "proc = df.isna().sum().sum()\n", + "print(proc)" + ] + }, + { + "cell_type": "markdown", + "id": "8763ef2c-f8e7-450c-abf4-215568922bc1", + "metadata": {}, + "source": [ + "___\n", + "# №3" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "570103c7-bf99-4794-b79f-cd4d299c1ae7", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "4e2deea1-6cf2-477e-97c3-4103cef357ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pandas.core.frame.DataFrame" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(df2)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "e1b48a2e-6d3d-4341-9a12-9a46bfe19725", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питью
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины сульфат \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "\n", + " проводимость органический углерод тригалометаны мутность \\\n", + "0 564.308654 10.379783 86.990970 2.963135 \n", + "1 592.885359 15.180013 56.329076 4.500656 \n", + "\n", + " пригодность к питью \n", + "0 0 \n", + "1 0 " + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3 = df2.copy(deep=True)\n", + "# Заготовим словарь с переводом колонок\n", + "column_translation = {\n", + " 'ph': 'водородный показатель',\n", + " 'hardness': 'жесткость',\n", + " 'solids': 'твердые частицы',\n", + " 'chloramines': 'хлорамины',\n", + " 'sulfate': 'сульфат',\n", + " 'conductivity': 'проводимость',\n", + " 'organic_carbon': 'органический углерод',\n", + " 'trihalomethanes': 'тригалометаны',\n", + " 'turbidity': 'мутность',\n", + " 'potability': 'пригодность к питью'\n", + "}\n", + "df3.columns = [\n", + " f\"{column_translation.get(col, col)}\" \n", + " for col in df3.columns\n", + "]\n", + "df3.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "8a8424b1-7ba5-49a8-957e-40b48b055ff6", + "metadata": {}, + "outputs": [], + "source": [ + "# Создаем новый признак: \"Чрезвычайно высокий уровень органического углерода\" (>25)\n", + "df3['высокий уровень органического углерода'] = (df3['органический углерод'] > 25).astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "de8c1373-78e7-49c8-8401-a2fcf71d4fef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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207514.000000235.67745824008.9920405.635029381.097711460.74526713.45253872.8594683.17099400
286813.541240187.60679213475.9127736.756055333.775777411.26446515.14266774.4485593.52919100
289513.349889152.77645518464.9007756.717973334.864070450.84636917.19256485.8835232.53107500
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины \\\n", + "263 13.175402 47.432000 19237.949676 8.907020 \n", + "2075 14.000000 235.677458 24008.992040 5.635029 \n", + "2868 13.541240 187.606792 13475.912773 6.756055 \n", + "2895 13.349889 152.776455 18464.900775 6.717973 \n", + "\n", + " сульфат проводимость органический углерод тригалометаны мутность \\\n", + "263 375.147315 500.245952 12.083896 66.622485 4.106924 \n", + "2075 381.097711 460.745267 13.452538 72.859468 3.170994 \n", + "2868 333.775777 411.264465 15.142667 74.448559 3.529191 \n", + "2895 334.864070 450.846369 17.192564 85.883523 2.531075 \n", + "\n", + " пригодность к питью высокий уровень органического углерода \n", + "263 1 0 \n", + "2075 0 0 \n", + "2868 0 0 \n", + "2895 0 0 " + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3[(df3['водородный показатель'] >= 13)].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "c749d71b-1f53-4e6a-8f7b-803eef90dbc6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [водородный показатель, жесткость, твердые частицы, хлорамины, сульфат, проводимость, органический углерод, тригалометаны, мутность, пригодность к питью, высокий уровень органического углерода]\n", + "Index: []" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Удаляем явные выбросы в pH\n", + "df3 = df3[(df3['водородный показатель'] > 0) & (df3['водородный показатель'] <= 13)]\n", + "df3[(df3['водородный показатель'] >= 13) | (df3['водородный показатель'] == 0)].head()" + ] + }, + { + "cell_type": "markdown", + "id": "126a6de3-c893-4211-b496-9f0a0798b413", + "metadata": {}, + "source": [ + "___\n", + "# №4" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "4913b66c-953f-45bb-8ac3-97ab96a729a0", + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "cbe19125-f052-4188-9c0a-120a100cc280", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbiditypotabilityturbidity_levelturbidity_level_encoded
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350low1
13.716080129.42292118630.0578586.635246333.775777592.88535915.18001356.3290764.5006560high0
28.099124224.23625919909.5417329.275884333.775777418.60621316.86863766.4200933.0559340low1
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710high0
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750high0
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080low1
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890low1
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250high0
87.036752118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170low1
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620high0
107.360640165.52079732452.6144097.550701326.624353425.38341915.58681078.7400163.6622920low1
117.974522218.69330018767.6566828.110385333.775777364.09823014.52574676.4859114.0117180high0
127.119824156.70499318730.8136533.606036282.344050347.71502715.92953679.5007783.4457560low1
137.036752150.17492327331.3619626.838223299.415781379.76183519.37080776.5099964.4139740high0
147.496232205.34498228388.0048875.072558333.775777444.64535213.22831170.3002134.7773820high0
156.347272186.73288141065.2347659.629596364.487687516.74328211.53978175.0716174.3763480high0
167.051786211.04940630980.60078710.094796333.775777315.14126720.39702256.6516044.2684290high0
179.181560273.81380724041.3262806.904990398.350517477.97464213.38734171.4573624.5036610high0
188.975464279.35716719460.3981316.204321333.775777431.44399012.88875963.8212372.4360860low1
197.371050214.49661025630.3200374.432669335.754439469.91455112.50916462.7972772.5602990low1
207.036752227.43504822305.56741410.333918333.775777554.82008616.33169345.3828154.1334230high0
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" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "5 5.584087 188.313324 28748.687739 7.544869 326.678363 \n", + "6 10.223862 248.071735 28749.716544 7.513408 393.663396 \n", + "7 8.635849 203.361523 13672.091764 4.563009 303.309771 \n", + "8 7.036752 118.988579 14285.583854 7.804174 268.646941 \n", + "9 11.180284 227.231469 25484.508491 9.077200 404.041635 \n", + "10 7.360640 165.520797 32452.614409 7.550701 326.624353 \n", + "11 7.974522 218.693300 18767.656682 8.110385 333.775777 \n", + "12 7.119824 156.704993 18730.813653 3.606036 282.344050 \n", + "13 7.036752 150.174923 27331.361962 6.838223 299.415781 \n", + "14 7.496232 205.344982 28388.004887 5.072558 333.775777 \n", + "15 6.347272 186.732881 41065.234765 9.629596 364.487687 \n", + "16 7.051786 211.049406 30980.600787 10.094796 333.775777 \n", + "17 9.181560 273.813807 24041.326280 6.904990 398.350517 \n", + "18 8.975464 279.357167 19460.398131 6.204321 333.775777 \n", + "19 7.371050 214.496610 25630.320037 4.432669 335.754439 \n", + "20 7.036752 227.435048 22305.567414 10.333918 333.775777 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity potability \\\n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "5 280.467916 8.399735 54.917862 2.559708 0 \n", + "6 283.651634 13.789695 84.603556 2.672989 0 \n", + "7 474.607645 12.363817 62.798309 4.401425 0 \n", + "8 389.375566 12.706049 53.928846 3.595017 0 \n", + "9 563.885481 17.927806 71.976601 4.370562 0 \n", + "10 425.383419 15.586810 78.740016 3.662292 0 \n", + "11 364.098230 14.525746 76.485911 4.011718 0 \n", + "12 347.715027 15.929536 79.500778 3.445756 0 \n", + "13 379.761835 19.370807 76.509996 4.413974 0 \n", + "14 444.645352 13.228311 70.300213 4.777382 0 \n", + "15 516.743282 11.539781 75.071617 4.376348 0 \n", + "16 315.141267 20.397022 56.651604 4.268429 0 \n", + "17 477.974642 13.387341 71.457362 4.503661 0 \n", + "18 431.443990 12.888759 63.821237 2.436086 0 \n", + "19 469.914551 12.509164 62.797277 2.560299 0 \n", + "20 554.820086 16.331693 45.382815 4.133423 0 \n", + "\n", + " turbidity_level turbidity_level_encoded \n", + "0 low 1 \n", + "1 high 0 \n", + "2 low 1 \n", + "3 high 0 \n", + "4 high 0 \n", + "5 low 1 \n", + "6 low 1 \n", + "7 high 0 \n", + "8 low 1 \n", + "9 high 0 \n", + "10 low 1 \n", + "11 high 0 \n", + "12 low 1 \n", + "13 high 0 \n", + "14 high 0 \n", + "15 high 0 \n", + "16 high 0 \n", + "17 high 0 \n", + "18 low 1 \n", + "19 low 1 \n", + "20 high 0 " + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import LabelEncoder, OneHotEncoder\n", + "\n", + "# Копируем датасет\n", + "df4 = df2.copy(deep=True)\n", + "\n", + "## One-Hot Encoding для 'Turbidity' (низкая/высокая)\n", + "df4['turbidity_level'] = df4['turbidity'].apply(lambda x: 'low' if x < 4 else 'high')\n", + "\n", + "ohe = OneHotEncoder(sparse_output=False, drop='first') # drop='first' → избежим дублирования информации\n", + "turbidity_encoded = ohe.fit_transform(df4[['turbidity_level']])\n", + "\n", + "# Добавляем закодированные столбцы в датафрейм\n", + "df4[['turbidity_level_encoded']] = turbidity_encoded.astype(int)\n", + "#df4.drop(columns=['turbidity_level'], inplace=True)\n", + "\n", + "# Проверяем изменения\n", + "df4.head(21)" + ] + }, + { + "cell_type": "markdown", + "id": "19286783-4b81-4de1-bc9d-c5307aaf5eb2", + "metadata": {}, + "source": [ + "___\n", + "# №5" + ] + }, + { + "cell_type": "markdown", + "id": "eeb8af78-2c86-4699-ae77-3cecaf302e8b", + "metadata": {}, + "source": [ + "## Гистограммы распределения\n", + "Гистограммы показывают распределение значений числовых признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "ca7b6281-6b12-49c8-ad0e-b8f24d76e543", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['potability', 'turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "df4_filtered.hist(figsize=(12, 8), bins=40, edgecolor='black')\n", + "plt.suptitle(\"Распределение признаков\", fontsize=16)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4d1f246b-8ab6-40c5-88a9-8b748fee29f4", + "metadata": {}, + "source": [ + "## Boxplot\n", + "Boxplot помогает выявить выбросы и увидеть распределение данных по квартилям(по четырём равным частям)." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "25e08e53-d9f8-4597-b5f4-076fd94ad609", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plt.title(\"Boxplot распределения признаков\")\n", + "\n", + "fig, ax = plt.subplots(9, 1, figsize=(10, 20))\n", + "fig.subplots_adjust(hspace=0.75)\n", + "columns_name = df4.columns[:9]\n", + "for i in range(9) :\n", + " sns.boxplot(x=df4[columns_name[i]], ax=ax[i])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6372a747-b1ff-4bf2-aad2-528f07f2e61b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7dfe93a5-d666-4d99-aa4e-a0ffecf2488b", + "metadata": {}, + "source": [ + "## Матрица корреляций\n", + "Позволяет оценить взаимосвязи между переменными." + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "ca6d9dde-d5ad-4d7c-bb87-aad50abc0b6c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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3c3V1RalUfvJ5UEh+nvL/+XlQIYT4Lzh69Cj16tXDwcEBPT29z/pJs8OHD1O8eHGMjIzw9PRk8eLF6dLMnDkTV1dXjI2NKVOmDGfPns36wqchnVAhhBBCCCGE+D/w9u1b/Pz8mDlz5melf/DgAXXq1KFKlSpcunSJnj170rZtW/bs2aNKs2bNGnr37k1gYCAXL17Ez8+PmjVr8urVK22FIavjCiGEEEIIIUR2iI+PJz4+Xm2bkZERRkZGn8yrp6fHpk2baNCggcY0/fv3Z8eOHVy7dk21rWnTpigUCtWjJGXKlKFUqVLMmDEDSP7tZicnJ7p16/bJ33n+u+SZUCGEEEIIIYTQYIehj9b2fW5wM4YPH662LTAwMMt+s/jUqVNUr15dbVvNmjXp2bMnAO/evePChQsMHDhQ9bm+vj7Vq1fn1KlTWVKGjEgnVPxnaLMByW51EoK5fe9xdhdDa7w9nDlyPSa7i6FVlQqZcvZWZHYXQ2tK+1pw6c7r7C6G1vh75eHKHe1NW/o3KOqVl+t3X2R3MbSmkKc9f94Jze5iaFUxL1tOf8HtTFlfCy7eDsvuYmhNcW8brt4Nye5iaFURT7vsLoLODRw4kN69e6tt+5xR0M/18uVL7OzUz6udnR1RUVHExsYSERHB+/fvM0xz69atLCvHx6QTKoQQQgghhBAa6BnqaW3fnzv19ksjnVAhhBBCCCGE+ALly5ePkBD1EfSQkBDMzc0xMTHBwMAAAwODDNPky5dPa+WS1XGFEEIIIYQQQgP9HHpae2lbuXLlOHDggNq2ffv2Ua5cOQBy5sxJiRIl1NIkJSVx4MABVRptkE6oEEIIIYQQQvwfePPmDZcuXeLSpUtA8k+wXLp0icePk9cGGThwIC1atFCl79ixI/fv36dfv37cunWLWbNmsXbtWnr16qVK07t3b+bNm8eSJUu4efMmnTp14u3bt7Rq1Uprcch0XCGEEEIIIYTQQM/w3zNud/78eapUqaJ6/2FRo5YtW7J48WJevHih6pACuLm5sWPHDnr16sXUqVNxdHRk/vz51KxZU5Xmxx9/5PXr1wwdOpSXL1/i7+/P7t270y1WlJWkEyqEEEIIIYQQ/wcqV66MUqnU+PnixYszzPPnn39mut+uXbvStWvXf1q8zyadUCGEEEIIIYTQQBfPbv7XSCdUCCGEEEIIITTQ5k+0/Ff9eyY4CyGEEEIIIYT44slIqBBCCCGEEEJoINNxs56MhAohhBBCCCGE0BkZCRVCCCGEEEIIDeSZ0KwnI6FCCCGEEEIIIXRGOqHiX83V1ZWgoKDsLoYQQgghhPiP0s+hp7XXf5VMxxUiE9Zfl8T91zZYFC+MsUNezv/QmZCtBzLPU7E0BScOIFdBL+KevODu2Nk8XbpJLY1Lp+a4926DUb48RF25xfWeI4k8d1WboWRqx7YtbNywjoiIcNzcPOjQqQvePr4a0x8/doTly5bwKuQlDg75CWjdlpKlyqg+j42NZcmi+Zw+dZLo6Cjs7PJRr34Datepp4tw0lEqlWxdPZtj+zYRGxONh68fP7UfhJ2DS6b5Du1aw97NS4hUhOHo6k2ztv1x8yqs+jwyIpT1S4O4efk0cbFvsXNw5dtGbShRrrq2Q0pHqVSyceVcDu3bTMzbN3j7FiWgU3/yOThnmm/fjnXs3LycyIgwnFy9aNG+Dx7ehVSfL5w1luuXzxIRHoqxsQlevkX5sWVXHBxdtRyRuj3bN7Bt4yoUEeG4uHnQqkMvPH0Kakx/6vhB1i6fz+uQl+RzcOSngE4UK1VO9fmZk0fYv2sz9+8G8yY6ivHTFuHq7qWLUDK0e/tGtqaJr3WHnnhlGt8hVqeJ7+eAjhRPiS8xMZHVy+Zx8fxpXr18jqmZGUX8SvJTQEesbWx1FVI6u7ZvYvOG1SgiwnF186Rtx+54+RTQmP7kscOsWr6AVyEvsXdw5JdWHShRqmyGaefMmMTeXdto1a4L9Ro01lIEmUuuoyuJjAjH2c3zk3X09PGDrF0+T3UNmwd0olipr1SfK5VK1q2Yz8E923j7NhqfAkVp07kP9vmddBFOhpRKJZtWzuVwSjvj5VuUlp/RzuzfsY5dadqZnz9qZ9Luf9KInly9eIruAydQomxlLUWSMaVSyfoV8zm4d6vqnLfu3Bd7h8zP+d4dG9i2cYXq2gd06I2nd+q1f/cunuULpnPq2H4SEhLwK1aGVp36YGllre2Q1OzavpGtKfegi5sHbTr2yLSdOXnsEKuXL+B1yEvsHfLzcyv1dmbV0nn8ef40IS9fJLcz/iX5OaBDtrYz4v+HjIQKkQkDM1OirgRzrfvwz0pv4upIqa1/EHb4DMdLfseD6Uso8scobGt8rUpj37g2BX4fyJ1RMzleuiHRV25RZscCcubR7X9GHxw7cpj58/6gWfOfCZo+Gzd3d4YOGYhCEZFh+ps3rvP7+DF8800tpk6fTdly5Rk9chiPHj5QpVkwbw4XL5zn174DmPXHAuo3+J45s2dw5vRJXYWlZs+mxRzcsYqfOw5i4LilGBmZMHVkFxLexWvMc+74HtYtmkTdJh34beJKnFy9mTqiM1GKcFWahdOGEPLsIV0GBhE4ZR3Fy1Zl7qT+PL5/SxdhqdmxcSl7d6yhVacBDPt9IUbGJkwY1p13mcR4+tg+Vi4MouGPbRk5eSnObl5MGNadyDQxunr40q77EMbPWEO/YdNQKpVMCOxG0vv3uggLgJNHD7B0/gx+aNaKcVMX4OLmyZihvYnUUEeDb15l2oThVKlRl3HTFlKqbAV+Hz2Qxw/vq9LEx8XiU7AozQM66SoMjU4cPcCS+TNo3CyA8VPn4+Lmyeihv2YaX9CE4VStUYcJ0xZQumwFJowepIovPj6O+/du06hpS8ZPXUCfQaN5/uwx40cO0GVYao4fPciiebNo0jyAidPm4ermwYghfTW2M7duXGPyhBFU+6YOk6bNp3S5rxk/6jcepbmGH5w+eYzbt25k6x++J4/uZ9n86TRq1pqxUxfi4ubJ2E/W0WEpdXQRJctWYOLogTxJE9/WDSvYvW09bbv0ZdSkeRgZGzN2aO9M72lt27lxKft2rCGg0wCGprQzEz/Rzpw5to9VC4P47se2DJ+8FCc3LyYO667Wln6wZ+sq9PSyb2Ro24bl7N6+jjad+zJy4nyMjI0ZN7RXpvGdOrafZfOn8UOz1owJWoSLmyfjhvZSa0eXzZ/GxbMn6NF/FEPHziQi/DVTxg7URUgqJ44eYMm8mTRuHsCEafNxdfNk1JA+GuvorRtXCUq5B3+fNp9S5SowYdRgtXbmwb07NGrWkgnT5tN38CieP33MuBG6jUtX9Az0tPb6r5JOqMhWlStXpmvXrnTt2hULCwtsbW0ZMmQISqVSlSYmJobWrVuTO3dunJ2dmTt3rs7K93rPUW4HBhGyZf9npXdp35TYB0+52W88b27d59GsFbzcsAe3HgGqNG49W/FkwVqeLtnIm5v3uNo5kPcxcTgF/KClKDK3edMGataqTfVvauHs7ELnrj0wMjJi3949GabfumUTxUuU4vtGTXByduHnFgF4eHiyfdsWVZqbN29QtVoNihT1w84uH7Vq18HN3YPbwcG6CktFqVSyf/tK6jRqh3/pKji6etOq+0gU4a/58+whjfn2bVvO1zW+p3y173Bw8uCnDoPJaWTMiYObVWnuB1+myrdNcfMqTJ58jtRp3A5T09w8undDB5GlUiqV7N62mvqNW1OiTCWcXb3o0HMYivBQLpw+ojHfri0rqfxNAypWr0d+Z3dadRqAkZExR/dvU6WpWrMhvoWKk8fOAVcPXxr93JGw0BBev3qhi9AA2LF5NdVq1qNKjTo4OrvRtktfchoZc2jf9gzT79q6Dv8SZaj/Q3McnVz58Zd2uHl4s2f7BlWailVr0ahZK4r4l9RVGBpt37xGFZ+Tsxvtu/Qhp5ExB/ftyDD9jq3r8S9Rmu9S4mv6S1vcPbzZvX0jAGZmuRg6agpfVahKfkdnvH0L0aZjL+7fDeb1qxBdhqaybdM6atSqQ7UatXFydqVD194YGRtzcO/ODNNv37qBYiVK0+CHpjg6u9D8lza4eXixa7v6rJKw0NfMnzOVnn1/w8DAQBehZGjH5jVUrVmPymp11IjDGuvoWvxKlKHeDz+R38mVH39pn1JH1wPJ9/SuLWtp+GNLSpatgIubJ116DyEiPJTzp47pMjQVpVLJnm2rqde4NcVT2pn2Ke3MxUzamd1bVlIpTTsT0GkAOT9qZwAe3b/N7i0radPtN22HkiGlUsmurWtp2CSAkmUr4uLmSedeQ5PP+emjGvPt2LyaqjXrU7l6XRyd3WjTuZ/atY95+4ZD+7bxS9tuFPYribunLx16DOb2zavcuXVNV+GxbdNaqteqS9Ua3+Lk7Er7rr+m3IMZtzM7Ve1MMxydXWn2S1vcPLzZlbadGT1ZrZ1p26lntrYz2qRvoKe113+VdEJFtluyZAk5cuTg7NmzTJ06lcmTJzN//nzV55MmTaJkyZL8+eefdO7cmU6dOhGcDZ2Zz2FZ1p/Qg6fUtr3edxyrsv4A6BkaYlG8EKEH0owIKpWEHjyJZdliOixpsoSEBO7evY2ff3HVNn19ffz9ixN8K+OO1K1bN/AvVlxtW7ESJbl166bqfYECBTlz5hRhoaEolUquXL7E82dPKVa8hHYCyURoyDOiFKEU8EudLmxqlhs3r8LcD76SYZ7EhAQe37tJgaKpefT19SlQtIxaHncfP86f2Mvb6EiSkpI4e3w3CQnx+BTWbcfmdchzIiPCKOxXWrXN1CwX7t6FuBuc8TTvxIQEHt67RSG/Uqpt+vr6FPIrpTFPXFwsR/dvI4+dAza2dlkbhAaJCQncv3tbrbOor69PEf+S3Ll1PcM8t29do/BHnUu/4mW4rcM/+D5XQkp8Rf1T7w19fX2K+pfkdibxFU0XX+lM44uJeYuenh5muXJlTcH/goSEBO7dDc4gxhIa25nbt66rpQcoVry0WvqkpCSmThpDgx+a4uzipp3Cf4bEhAQe3A2miL/6vVTEv6TGa3Ln1vV0X4Ak19Hka/4q5DmKiDC1NKZmufD0KZht9fhDO1NIC+1MfHwccyYNoUWHvlhaZc+I9odzXvijc+7hXVBjZ/HDtS/sp94+FfYvxZ3g5Dz3797ifWIihdOcg/xOrtjmsdNZJzS1nfm4HS1BsMZ2Jv096F+8tMZ2CSDmbfa1M+L/jzwTKrKdk5MTU6ZMQU9PDx8fH65evcqUKVNo164dAN9++y2dO3cGoH///kyZMoVDhw7h4+OT4f7i4+OJj1efOmNkZKTdID4cx86W+JBQ9fKEhGJokRt9YyMMrSzQz5GD+FdhH6UJw8zHXSdlTCsqKrnzZGVlpbbd0tKKp0+eZJhHERGBpaVluvSKiNSpRx06dWHGtCACWjTDwMAAPT19uvXoReEiRbM8hk+JUiRfj9wW6tOdzS1tiIoIyygLb6IjSEp6j7mlep7clja8ePZQ9b5DnwnMndSfXi0ro2+Qg5xGxnTqP5m89pk/H5XVFClxWHxUXgtLayI1xBgdpSAp6X26POaW1jx/+kht2/6d61m9ZDrxcbHY53eh//AZ5DA0zMIINEuuo+nLaZFBOT9QRIRjaWn1UXortelx/xbRGuOz4lkm8X2c3tLSGoWG+N69i2f5otmUr1gdU1OzrCn4XxCd0s5YpiuzFc+ePM4wT/I1TH9O0rYzm9avwsDAgDr1s2cWyQdRGu4lC0trnj3VFF9YxverIizl83DVto/TKBQZ39PaFqmhnTH/G+2MhaU1L9LU75ULpuDpW4TiZSplcak/X2Rm5zwi43tLde2tNLdPkRHh5MhhiFmu3On3q6NrmdrOfPx/vfU/ugfTSm5n5lC+UrVsaWe0TU//vztiqS3SCRXZrmzZsmrPgJQrV45JkybxPuWZs6JFUzsuenp65MuXj1evXmnc39ixYxk+XP0ZzsDAQEppSC+y3ratWwi+dZMhgSPIk9eO69euMGfWdKytbdKNoma1M0d2svyPUar3XQdP09qxtqycSczbaHoNm0Ou3JZcOnuYuRP70Xf0QhxdtLfIzYnDu1k0e6zq/a9DpmjtWABfVapFYf/SKCJC2blpBTN+H8SQcfPImVM3X+6Ivy8xMZHJ4wIBJe26/Jrdxcky9+4Es2PLeiZOm5etzxB+yU4e3s3iNO1Mby21MxfPHOXmlfOMmLJMK/vX5PjhPcyfOUH1vt/QiTo9/pckMTGRyWMDUaKk/RfUzgjtkk6o+Ncz/GjERU9Pj6SkJI3pBw4cSO/evdW2GRkZsX/0Kq2UL634kFCM7NSnEhnZ2ZIQGU1SXDzvQiNISkzEKK/NR2lsiH+pPoKqC+bmFujr6xMRob4wgUIRgZW1VYZ5LK2sUCgU6dJ/WOUvPj6eZUsWMui3YZQqnTyd1c3Nnfv37rFp4zqtd0L9SlfCzTt1BdvEhAQAoiPDsbTOo9oepQjDyS3j0fRcua3Q1zdIt3BGtCIMC8vka/fq5RMO7VrDsKD1ODh7AODk5sOdmxc5vGsNP3fU3nNNxUtXwNMndWXJhIR3AEQqwrG0Tq1/kYpwXNy8M9xHbnNL9PUN0o0ORinCsbRSr5+mZrkwNctFPgdnPL2L0OGnalw4fZhyFWtmVUgaJdfR9OWMzKCcH1haWadb8CZSEZFuhOPfILfG+CIyje/j9ApF+lGL5A7oUEJfvSRwzNRsG53IndLOfDxSm7bd+FjyNczonCSnv3H9CpGRCtoHNFF9npSUxJIFs9m+ZT1/LFqTxVFoZq7hXkquo5ris8kw/Yf25UO+SEU4Vunuad2s4lysdAU8PqOdiVKE4/wX25lIRTgWKfX75tXzvHr5lE7Nq6mlmT5+AD4F/Rk4ek6WxPOxEqW/xtM74/g+PueaVs5WXfsIzdfewsqaxMQE3r6JVhsNjVSEY2mZ8T2e1VLbmY//r8+sjmZ+D37w4Yuu169DGDYm6IscBQXQM5AnGLOanFGR7c6cOaP2/vTp03h5ef3tRSaMjIwwNzdXe+lqOq7i9CVsqqr/hIBtta+IOH0JAGVCApEXr2NbNfWnItDTw6ZKORSn/9RJGdMyNDTE09ObK5dTj52UlMTlS3/i45vxsu2+vgW5fEm9rJf+vIivb/JPLbx/n0hiYmK60Ql9A4NMvzzIKsYmZuS1d1a97J3cMbe05eaV1HoWG/OGB3eu4e6T8fTgHIaGOHsU4FaaPElJSdy8claV5118HJB+io6+voHawlraYGJqhp29k+qV38kdCysbrl85p0oTG/OG+7ev4+lTJMN95DA0xNXDlxtp8iQlJXH9ynmNeQCUKEGpJCGlc69tOQwNcff05urlC6ptSUlJXLt8AS/f9D/xAODtW5hrl86rbbv65zm8fQtnmD47GWqI7+rlC3hnEt/VSxfUtl3587xafB86oC+fP2XI6CnkNrfQTgCfwdDQEA9PH65cuqjalpSUxJVLFzS2M96+hbh6+aLatst/nlelr1z1GybPWMCk6fNVL2sbW777/keGjvxde8FkIIehIW6ePly7nFrnPtRRTXXOy7cQ19Jdw3Oqa57XzgFLKxu1NDExb7kbfENn9VhTO3MjC9qZG2namTo/tGDU1JWMDFquegE0b92Ltt2HaDW+fA6Oqpejs1vyOU9zHWNi3nLv9g28NJxz1bW/on7/Xr98Hi+f5Dzunr4Y5Mihtt/nTx8R+jpE436zmqqdufRRO3PpIj4a25mM7sFzau3Shw7oi+dPGZrN7Yz4/yOdUJHtHj9+TO/evQkODmbVqlVMnz6dHj16ZHexgOSfaDH388XcL/k3M03dHDH388XYyR4An1G98Vs0XpX+0dzVmLo54Tu2L2Y+7rh0bI5949o8mLpYleZB0CKc2jQh/y8NyOXrTuGZw8hhZsKTJRt1GtsHDRr+wJ7dOzmwfy9PHj9i1sxpxMXHUb1G8ijX5InjWbJogSp9/e8acvHCOTZtXMeTJ49ZuXwpd+/cpm697wAwNTWjcJGiLFo4j6tXLvPy5Qv279vDoQP7KPfV1xmWQZv09PSoXrc5O9fP59LZwzx9dIeF04ZgaZ2HYqWrqNJNDuzAwZ2rVe9r1PuZY/s3cfLQVl48vc+KP8bwLj6W8lWT48yX35W89k4snzOKB3eu8erlE/ZuWcrNy6fxL11Z5zHWqteULWsXcvHMUZ48vMucoGFYWttSomzqM1Zjh3Rm3461qve1v2vO4b1bOHZwO8+ePGDxnPHEx8VSsXpdAF69fMbW9Yt5cPcmoa9fcvvmFaaPH0hOIyP8SnyVrhzaUqdBUw7u2caRA7t4+uQh82dNJD4ulsrV6wAwY9JIVi5OHS2pXb8xly+eYdvGVTx78oh1KxZw7+4tatZNfXbwTXQUD+/f4dnjhwA8f/qYh/fvqJ6v1aW6DX7kwJ7tHE6Jb96sScTHxVKl+rcATJ80ihVp4qtTvxGXLp5h28bVPHvyiLUrFnLv7i1q1f0eSP7DcNLYIdy/G0z3PkNJSkoiIiKMiIgwnX158LF6DRuzf892Du3fzdPHj/hj5hTi4+KoWqM2AFMnjWH54tSVz+vW/4E/L5xly8Y1PH3yiNUrFnHvbjC16zYEkkd2XFzd1V4GBgZYWlmT31G3z2QD1GnwY0od3cmzJw9ZMGsi8XFxVEqpozMnjWTV4tmq9LXrN+HyxdNsT1NH79+9Rc26jYDke7r2d03YtGYJ588c4/HDe8yaPBIra1tKlqug8/g+lKlmvaZsTdPOzE1pZ4qnaWfGf9TO1PquOUf2buH4we08f/KAJSntTIWUdsbSyhZHFw+1F4BNHjvy2OXXaXy16zdhc5pzPnvyiORzXraiKt2owd1UqxhDcvt0aM9W1bVfOOv3lGufHJ+pWS6q1KjH8gXTuH7lAvfv3mLO1NF4+RbWWScUoF7DJuzfs53D+3fx9PFD5s1MaWdqJLcz0yaNZsXiP1Tpv63fiEsXzrA1pZ1Zs2Ih9+8GUztNOzNxzBDu3blFjz5DSHr/nojwMCLCs6+d0SZZHTfryXRcke1atGhBbGwspUuXxsDAgB49etC+ffvsLhYAFiUKU+5A6nMqBScOAuDJ0o1caTMQI/s8mKR0SAFiHz7lXP0OFJw0ENduLYh7+pKrHX4jdN9xVZoX63aRM4813oHdMcqXh6jLNzlbty3vXmXPYhMVKlUmMkrBimVLiIiIwN3dg+EjxqgWK3r9+pXaaF+BgoXo028gy5cuZuniRTjkz8/gIcNwcU1dnbJf/8EsWbyAib+P5U10NHny2vFLi1bU/rauzuMDqNkwgPj4WJbPGUXM22g8C/jTY8hMDNM80/j65RPeRClU70t9XZPoqAi2rppNlCIMRzcfug+ZiXnK9KkcOQzpNng6G5dPY8aYHsTHxZA3nxMB3UZQpITu/0is830L4uPiWDhrDDFv3+BdwI++gVPVntt89fIZ0WliLFuhBtFREWxYOZfIiDCc3bzpGzhVNSXQ0DAnwTcusWfrat6+jcLCwhqfQsUYOm6BTqe2flWxGlGRCtYun48iIhxXd08GjpikmhYW9joEff3U71R9ChShW99A1iybx+qlc8nn4EjfwWNxdk1d/Ov8mePMDhqjej91QiAAjZq1ovFPbXQUWbLyKfGtWb5AFd/gERNV8YW+DlG7B30KFKFH30BWLZvHyqVzsXdwpN/gMar4wsNec/5McpvTt3srtWMNGzONQkV1vxL31xWrEhWpYNXyRSgiwnFz92TIiAlqMeqnmT3hW7AwvfoOYeWyBaxYMh/7/Pnp/9soXNJcw3+TrypWJypSwbqUOuri7sWANHU0o2vYre8w1iyby+qlf5DPwZE+g8filCa++j/8RHxcLPOmTyDm7Rt8ChZlwIhJ2fos9rcp7czilHbGq4AffTJoZ9K2pWUq1CAqKoKNadqZPmnamX+Tej/8THxcHPNnjE8958Mnq8UX8lE7Wq5C8rVfv2Je6rUfPllt2uovbbujp6fHlLGDSExIoGjxMrTu1EeXoanamdXLF2psZ9TvwSL06DuU1cvms3LJPOzzO9Lvt9EftTMnAOjTrbXasYaNnUrhbGhnxP8XPaW2540JkYnKlSvj7+9PUFCQ1o+1wzDj5/++BHUSgrl9L+MV7r4E3h7OHLkek93F0KpKhUw5eysyu4uhNaV9Lbh053V2F0Nr/L3ycOWO5gXTvgRFvfJy/a7ufh9W1wp52vPnHd0/m69LxbxsOf0FtzNlfS24eDt7vtDVheLeNly9++X9BmdaRTx18/Nff9WZcmU+nehvKnPqzKcTfYFkJFQIIYQQQgghNPgvT5vVFnkmVAghhBBCCCGEzshIqMhWhw8fzu4iCCGEEEIIoZGejIRmORkJFUIIIYQQQgihMzISKoQQQgghhBAa6OnLuF1WkzMqhBBCCCGEEEJnZCRUCCGEEEIIITRI+zu/ImvISKgQQgghhBBCCJ2RkVAhhBBCCCGE0EB+JzTrSSdUCCGEEEIIITSQ6bhZT6bjCiGEEEIIIYTQGRkJFUIIIYQQQggN5Cdasp6cUSGEEEIIIYQQOiMjoUIIIYQQQgihgTwTmvVkJFQIIYQQQgghhM7oKZVKZXYXQgghhBBCCCH+ja5/V1Vr+y605aDW9v1vJtNxxX/G7XuPs7sIWuPt4cwOQ5/sLobW1EkI5tTNqOwuhlaVK2DO2VuR2V0MrSnta8Ghq7HZXQytqVLEhHPBiuwuhlaV8rHkzzuh2V0MrSnmZcuF2+HZXQytKuFtzfngiOwuhtaU9LH64uO7ejcku4uhVUU87bK7CEJHpBMqhBBCCCGEEBrIM6FZT54JFUIIIYQQQgihMzISKoQQQgghhBAayO+EZj3phAohhBBCCCGEBjIdN+tJt14IIYQQQgghhM7ISKgQQgghhBBCaCAjoVlPRkKFEEIIIYQQQuiMjIQKIYQQQgghhAYyEpr1ZCRUCCGEEEIIIYTOyEioEEIIIYQQQmggP9GS9eSMCiGEEEIIIYTQGRkJFUIIIYQQQggN9A3kmdCsJp1QIYQQQgghhNBAFibKejId9wtRuXJlevbsqZNjubq6EhQUpJNjCSGEEEIIIb4sMhIqxCfs2LaFjRvWERERjpubBx06dcHbx1dj+uPHjrB82RJehbzEwSE/Aa3bUrJUGdXnsbGxLFk0n9OnThIdHYWdXT7q1W9A7Tr1dBGOGuuvS+L+axssihfG2CEv53/oTMjWA5nnqViaghMHkKugF3FPXnB37GyeLt2klsalU3Pce7fBKF8eoq7c4nrPkUSeu6rNUDKlVCrZtOoPjuzbTMzbN3j5FqVFxwHkc3DONN/+nWvZtWk5kYownF29+LldX9y9C6k+Hzu4A8HXL6rlqVzzewI6DdRKHJlRKpVsXDmXQykxevsWJaBT/0/GuG/HOnZuXk5kRBhOrl60aN8HjzQxLpw1luuXzxIRHoqxsQlevkX5sWVXHBxdtRyROqVSybY1szm+fyOxMdF4+PjTrP0g7OxdMs13eNdq9m5dQpQiDEcXb35s0x83ryKqz1+/fML6pZO5d+sSiQnvKOj/FU3bDMDc0kbbIalRKpVsWDmXQ3u3JF+/AkVp1anfZ12/HZtWEBkRhrObFy3a/6q6fm+iI9mwch5XL50h7HUI5uaWlChbiUY/dcDULJcuwlKzZ/sGtm1cSWREOM5unrTq0AtPn4Ia058+fpC1y+fxOuQl+RwcaR7QiWKlvlJ9rlQqWbdiPgf3bOPt22h8ChSlTec+2Od30kU46SiVStavmMehvVt5+zYa7wJFad25H/YOmZdn7471bN+4QnVeWnbojWeae/DA7s2cPLKXh/eCiY2NYd6qvZjlyq3tcDKUXE/ncWjvFt6+fYN3gSK0/ox6unfHenZsWp4aY5p6CnBw92ZOHt3Dg3vBxMXGMHflvmyJ8UuPb9f2jWzdsBpFRDgubh606dgDr0zuwZPHDrF6+QJeh7zE3iE/P7fqSPFS5VSfr1mxkBNHDxL2+hU5cuTA3dOHZi3a4e2reZ//r2RhoqwnZ1Rk6P379yQlJWV3MbLdsSOHmT/vD5o1/5mg6bNxc3dn6JCBKBQRGaa/eeM6v48fwzff1GLq9NmULVee0SOH8ejhA1WaBfPmcPHCeX7tO4BZfyygfoPvmTN7BmdOn9RVWCoGZqZEXQnmWvfhn5XexNWRUlv/IOzwGY6X/I4H05dQ5I9R2Nb4WpXGvnFtCvw+kDujZnK8dEOir9yizI4F5Mxjra0wPmnnpqXs276Glh0HMnTCIoyMTZg0vBvv3sVrzHPm+F5WLwyiQdO2DJ+8DCdXLyYO70aUIlwtXaUaDQhatEv1+rFlN22Hk6EdG5eyd8caWnUawLDfF2JkbMKEYd0zjfH0sX2sXBhEwx/bMnLyUpzdvJgwrDuRaWJ09fClXfchjJ+xhn7DpqFUKpkQ2I2k9+91EZbK3s2LObRzJc3bD6b/mGXkNDJh+sjOJGQS3/kTe1i/ZBJ1G3dg0IRVOLp6M31UZ6Iik+OLj4tl6shO6KFHr8C59B21mPeJCcwc113n7d/2jcvYu30trTv1Z/jvCzAyMmZ8YI9PXr8VC6bSsGkbRk1ZgrOrJ+MDe6iuX0R4KIrw1zRv1Z1x01fSvsdQrlw8xbzpo3QVlsrJo/tZNn86jZq1ZuzUhbi4eTJ2aG8iNbSlwTevMm3CMKrUqMu4aYsoWbYCE0cP5MnD+6o0WzesYPe29bTt0pdRk+ZhZGzM2KG9Mz1n2rRtw3L2bF9H6879GDlxAcbGJowb2jPT8pw6tp/l86fxfbM2jA5ajLObF+OG9lK7B9/Fx+FXvCzfNW6pizAytX3jMvZsX0urTv0Z8ft8jIxMGBf4qRiT6+n3Tdum1FMvxgX2VIsxPj6OosXL8V3jAB1EodmXHN+JowdYMm8mjZsHMGHafFzdPBk1pI/Ge/DWjasETRhBtW/q8Pu0+ZQqV4EJowbzOM096JDfibYdezJ55mJG/T6TvHb5GDXkVyIjFTqKSvw/k07oFyQpKYl+/fphbW1Nvnz5GDZsmOqzyZMnU6RIEczMzHBycqJz5868efNG9fnixYuxtLRk69atFCxYECMjIx4/fsyrV6+oV68eJiYmuLm5sWLFinTH1dPTY/78+TRs2BBTU1O8vLzYunWrWppr165Ru3ZtcuXKhZ2dHb/88guhoaGqz9evX0+RIkUwMTHBxsaG6tWr8/btWwAOHz5M6dKlMTMzw9LSkvLly/Po0aMsPnsZ27xpAzVr1ab6N7Vwdnahc9ceGBkZsW/vngzTb92yieIlSvF9oyY4Obvwc4sAPDw82b5tiyrNzZs3qFqtBkWK+mFnl49atevg5u7B7eBgncSU1us9R7kdGETIlv2fld6lfVNiHzzlZr/xvLl1n0ezVvBywx7cegSo0rj1bMWTBWt5umQjb27e42rnQN7HxOEU8IOWosicUqlk77ZV1G/SmuJlKuHk6kW7HsOJCA/l4pkjGvPt2bKSSt80oEK1+uR3cqdlp4HkNDLm6AH1up3TyBhLK1vVy8RU9yNMSqWS3dtWU79xa0qUqYSzqxcdeg5DER7KhdOaY9y1ZSWVv2lAxer1yO/sTqtOAzAyMubo/m2qNFVrNsS3UHHy2Dng6uFLo587EhYawutXL3QRGpAc34EdK6j9Qzv8S1fB0dWbVt1Gooh4zaWzhzTm279tGeWrf89XVRvg4ORB8/a/YWhkzMmDmwG4d+tPwl4/p2XXEeR38SK/ixcBXUfy+N4Ngq+d1VF0Kddv62q+a9KKEmUr4ezmRcden3P9VlHlm++o9OH6dU6+fkdSrp+Tiwc9Bo6neOkK2Nk7UsivJI1/7sSfZ4/z/n2irsIDYMfmNVStWY/KNerg6OxG2y59yWlkxOF92zNMv2vrWvxKlKHeDz+R38mVH39pj5uHN3u2rweSz9muLWtp+GNLSpatgIubJ116DyEiPJTzp47pMjRVeXZvXUODJgGULFsRZzdPOvUaiiI8lPOnj2rMt3PzKqrUrE/l6nVxdHajTed+GBkZcSTNean9XVPqN26Bp29hXYSiUWqMrVJi9KJTr8CUeqo5xtR6mhxj6879U+rpRzE2aoGnTyGN+9G2Lz2+bZvWUr1WXarW+BYnZ1fad/0VI2NjDu7dkWH6nVvX41+iNN/90AxHZ1ea/dIWNw9vdm3fqEpToXINihYriZ29A04ubrRs15WYmLc8enBPV2HpjJ6+ntZe/1XSCf2CLFmyBDMzM86cOcOECRMYMWIE+/btA0BfX59p06Zx/fp1lixZwsGDB+nXr59a/piYGMaPH8/8+fO5fv06efPmJSAggCdPnnDo0CHWr1/PrFmzePXqVbpjDx8+nCZNmnDlyhW+/fZbfvrpJ8LDk78FVCgUVK1alWLFinH+/Hl2795NSEgITZo0AeDFixc0a9aM1q1bc/PmTQ4fPsz333+PUqkkMTGRBg0aUKlSJa5cucKpU6do3749enrav2kTEhK4e/c2fv7FVdv09fXx9y9O8K0bGea5desG/sWKq20rVqIkt27dVL0vUKAgZ86cIiw0FKVSyZXLl3j+7CnFipfQTiBZyLKsP6EHT6lte73vOFZl/QHQMzTEonghQg+kGdVVKgk9eBLLssV0WNI05Qt5RmREGAWLllZtMzXLhYd3Ie4FX8kwT2JCAg/v3VLLo6+vTyG/0twLVp9WfProbrr+Up3B3X9k3bIZxMfHaSeQTLwOeU5kRBiF/dRjdPcuxN3gjKdBf4ixkF8p1bbkGEtpzBMXF8vR/dvIY+eAja1d1gaRidBXz4hShFKgaOq0dhOz3Lh5FeH+7csZ5klMSODx/ZtqefT19SlQpAz3U657YmICeuiRwzCnKk2OnEbo6elz9+afWoomPU3Xz8O7EHcyuX4P7t6ikP/HdbQUd29pnvoeE/MGE1MzDAx09zROclmDKeKvXteK+Jfk9q1rGea5c+s6RfxLqm3zK16G27euA/Aq5DmKiDC1NKZmufD0Kahxn9r0oTyF08SYfA0LckdDeT6cl8If3YOF/UtxJ1j3MXzK65QY07YZn1dPg9XOi76+PoX9SnEnk3qaHb7k+BISErh/9zZF09wvyfdgCYJT7qmP3b51naL+6n+X+BcvrboHMzrGvl1bMTXLhaubR9YVXmRo5syZuLq6YmxsTJkyZTh7VvMXp5UrV0ZPTy/dq06dOqo0AQEB6T6vVauWVmOQZ0K/IEWLFiUwMBAALy8vZsyYwYEDB6hRo4baokWurq6MGjWKjh07MmvWLNX2hIQEZs2ahZ+fHwC3b99m165dnD17llKlkhvYBQsWUKBAgXTHDggIoFmzZgCMGTOGadOmcfbsWWrVqsWMGTMoVqwYY8aMUaVfuHAhTk5O3L59mzdv3pCYmMj333+Pi0vy811FiiQ/sxUeHk5kZCR169bFwyO5Ucvo+GnFx8cTH68+dcbIyOjTJ/AjUVGRJCUlYWVlpbbd0tKKp0+eZJhHERGBpaVluvSKiNRpOR06dWHGtCACWjTDwMAAPT19uvXoReEiRf9yGXXNyM6W+JBQtW3xIaEYWuRG39gIQysL9HPkIP5V2EdpwjDzcddlUVUiFcllsfjoGT9zCxsiI8IyykJ0tIKkpPdYWFp/lMeaF08fqt6Xq1gTm7z2WFrl4cmjO6xbOoOXzx7RbcDvWRvEJygiPsSoXl4LS2vNMUZpiNHSmudP1Wca7N+5ntVLphMfF4t9fhf6D59BDkPDLIwgc1ERoSllU7+GuS2siVJkHN+b6AiSkt5jbvFRHksbXj57CICbVxFyGpuwaXkQDZp3Q6mETSumkpT0nihFaAZ71Y4P1888g2sRGRGeURaN18/C0poXzzKeKRIdpWDzmoVUqdngnxf6L4jKpKzPnj7OMI8iIizj+pxyvT+0qRmlUWioE9oU+U/uQav0eT6+B/8NMmtnFH+5nbHiecp9+G/xJccXHRWZUs6P/56x5tkTTfdgOJbpzoX63zMA58+eJGj8cOLj47CytmHoqEmYW1hmafn/Df5NI5Zr1qyhd+/ezJkzhzJlyhAUFETNmjUJDg4mb9686dJv3LiRd+/eqd6HhYXh5+dH48aN1dLVqlWLRYsWqd7/nb+d/wrphH5BihZV78TY29urRi3379/P2LFjuXXrFlFRUSQmJhIXF0dMTAympqYA5MyZU20fN2/eJEeOHJQokfpNmK+vb7pO1sfHNjMzw9zcXHXsy5cvc+jQIXLlSj9N8d69e3zzzTdUq1aNIkWKULNmTb755hsaNWqElZUV1tbWBAQEULNmTWrUqEH16tVp0qQJ9vb2Gs/D2LFjGT5c/RnHwMBAmv/SWmMeXdq2dQvBt24yJHAEefLacf3aFebMmo61tU26UVTx1508sosls8eq3vf6bYrWjlW55veqfzu5emJpZcuEoZ159eIpee0dtXbcE4d3syhNjL8O0V6MAF9VqkVh/9IoIkLZuWkFM34fxJBx88iZUzv/QZ05uoOVc1OfW+wycLpWjpPbwpr2vSewct4YDu1chZ6ePqW+roWzewH09LQ3UejE4d0snDVO9b7P0MlaO9YHMTFvmDiiN/md3Pi+WTutH+9Ld/zwHhbMHK9632/oxGwsjXacOLybBbNSY+w7dFI2librfenx6UrhosX4ffoCoqMi2b97G5PHBTJ28h/pOrwi60yePJl27drRqlUrAObMmcOOHTtYuHAhAwYMSJfe2lr9y4TVq1djamqarhNqZGREvnz5tFfwj0gn9Ati+NHIhJ6eHklJSTx8+JC6devSqVMnRo8ejbW1NcePH6dNmza8e/dO1Qk1MTH529NcNR0b4M2bN9SrV4/x48eny2dvb4+BgQH79u3j5MmT7N27l+nTpzN48GDOnDmDm5sbixYtonv37uzevZs1a9bw22+/sW/fPsqWLZthWQYOHEjv3r3VthkZGfHoachfisnc3AJ9fX0iItQf2lcoIrCyzrhxtbSyQqFQpEtvmfJNd3x8PMuWLGTQb8MoVTp5mqCbmzv3791j08Z1//pOaHxIKEZ2tmrbjOxsSYiMJikunnehESQlJmKU1+ajNDbEv9TNyFKx0hXx8E59dioxIfnbv0hFGJbWqWWPigzD2c07w33kzm2Jvr6B2sISyXnCsbDSvGrqh+OGvHyi1U5o8dIV1J4tSlDFGK4WY6QiHBdNMZpriFERjuVHMZqa5cLULBf5HJzx9C5Ch5+qceH0YcpVrJlVIanxK1VZbQXbxMR3KWULw8Iqj2p7dGQ4jq4Zx5crtxX6+gZERaqPYEQrwjC3TD1HBf2/YtTM7byJikDfwABTM3P6ta2GrV3+rAxJTfHSFdRWzkxMTACSz71V2jqqCMfZ3SvDfWi6fpGK8HSjMrExb/l9WE+MTUzpOWg8OXLo9r9+80zKavnRKOAHllY2GmKzSfncWrXNKl2dz/icZaUSpb/G0zt1BdDEhATN5XH/xD0YkdF50e3qzBnRVE8zjvGv1dMoRUS62Sm69qXHl1Zuc4uUcn7890xm96A1inT3YES69MbGJtg7OGLv4Ii3byG6tmvGgb07+L7Jz1kbRDbT5uq4mmbwZTQS+e7dOy5cuMDAgamr8Ovr61O9enVOnTqVLn1GFixYQNOmTTEzM1PbfvjwYfLmzYuVlRVVq1Zl1KhR2Nhorx7LM6H/ARcuXCApKYlJkyZRtmxZvL29ef78+Sfz+fr6kpiYyIULF1TbgoOD03WyPqV48eJcv34dV1dXPD091V4fbgA9PT3Kly/P8OHD+fPPP8mZMyebNqX+7EexYsUYOHAgJ0+epHDhwqxcuVLj8YyMjDA3N1d7/Z0pBYaGhnh6enPlcuqzYUlJSVy+9Cc+GpYf9/UtyOVL6s+SXfrzIr6+yVOI379PJDExMV1nX9/A4P9iNWLF6UvYVFXv/NtW+4qI05cAUCYkEHnxOrZVU5dwR08PmyrlUJzWzTN2JiZm2Nk7qV4OTu5YWNlw48o5VZrYmDfcu30dD5+Mp0DnMDTE1cNXLU9SUhI3rpzDw6dIhnkAHj+4DYClla3GNFnBxFQ9xvwpMV7/KMb7t6/jqaG8mmK8fuW8xjwASpSgVJKQ8ke3NhibmJHX3ln1snf0wNzSlltXU595iY15w4M7V3H39stwHzkMDXF2L6CWJykpiVtXz+KewXXPZW6FqZk5t66eJToynKIlK2d5XB+YmJqRz8FJ9crv5JZ8/S6nXouYlDrqlcn1c/P0VcuTfP3O4embmicm5g3jA7tjkMOQ3r9N1NrodWaSy+rDtcvn1cp67fIFvDUstuPlW4hrly6obbvy5zm8fZM7DXntHLC0slFLExPzlrvBNzTuMyulu4bOblha2XA9TYwxMW+5d/sGXhrK8+G8XL+ifl6uXz6Pl0/2LkIEGddTy3T19O1n1FOfdPX02pVzePlqbmd04UuPLy1DQ0PcPb25muZ+SUpK4uqli/j4ZrxYkrdvIa5eVv8Jsstp7kFNlElK1RejXxJtLkw0duxYLCws1F5jx47NsByhoaG8f/8eOzv1dRns7Ox4+fLlJ+M4e/Ys165do23btmrba9WqxdKlSzlw4ADjx4/nyJEj1K5dm/daXAlfRkL/Azw9PUlISGD69OnUq1ePEydOMGfOnE/m8/HxoVatWnTo0IHZs2eTI0cOevbsiYmJyV86fpcuXZg3bx7NmjVTrd579+5dVq9ezfz58zl//jwHDhzgm2++IW/evJw5c4bXr19ToEABHjx4wNy5c6lfvz4ODg4EBwdz584dWrRo8XdPx1/SoOEPTJk8AU8vb7y9fdiyZRNx8XFUr5E8AjR54nhsbGxp2aoNAPW/a8jA/r+yaeM6SpYqw7Ejh7l75zZdu/UEwNTUjMJFirJo4TyMjIzIkzcv165e4dCBfbRp11EnMaVlYGaKmWfq75+Zujli7ufLu/BI4p68wGdUb4zz23G5VX8AHs1djUvnn/Ad25cnizdgW6Us9o1rc65+B9U+HgQtwm/heBQXrhF57gqu3VuSw8yEJ0s2pju+Lujp6fFNvWZsW7eQfA5O2ObNz8aVc7CytqV4mUqqdOOHdKJE2SpUr5O8YFbN75ozb+pw3DwL4O5ViL3bVhEfF0uFasm/5/rqxVNOHd2NX4nymOW24OmjO6xcMAWfQsVwctX+SMzHMdaq15QtaxeSz96JPHYOrF85B0trW0qUTY1x7JDOlCxbmRopMdb+rjlz08S4Z9tq4uNiqVi9bnKML59x+vg+iviXIbeFFeGhr9i+YQk5jYzwK/FVhmXRVnzV6vzErg3zyGvvjG3e/GxdPRNLqzz4l66iSjdlWHv8y1SlSu2mAFSv9wuLZwzBxaMgrp6FObhjBe/iY/mqyneqPCcPbiafozu5za24f/sKaxdOoFrdn8mX31Wn8dWq35TNaxdh5+BEXjsH1q/4I931G/NbF0qWrcw3dZOnUNX+rhl/BI3AzbMAHt4F2b11NfFxcVSqlnz9YmLeMH5od97Fx9Op93BiY94SG5O86ri5uSX6BgY6i7FOgx+ZPWU07l6+eHoXZOeWtcllrZ68MMbMSSOxtrGlWUCn5NjqN2HEgC5s37iKYqW+4uTR/dy/e4v2Xfurzlnt75qwac0S8uV3JK+dA2uXz8PK2paS5SroLK4Pkq/hj2xas5h8Dk7ksbNn3fJ5WFrbUrJsRVW60YO7UrJcJWqmXMNvGzRjzpSRuHv64uFdiF1bVhMXF0ellHsQkp9VVESEEfL8KQBPHt3D2MQU2zx25MptofMYN6/9EKMD61fMTamnqTGO+a0rJctW+qiejkxTT9ek1NPURVFUMb7Ivhi/9PjqNWzCjMlj8fDywdO7ADu2rCM+LpYqNb4FYNqk0djY2PJTQPL/59/Wb0TggO5s3biaEqXKcfzoAe7fDaZjt75A8kJ1G9Yso1SZ8lhZ2xAVGcnuHZsIDwvlq6+raCyHSE/TDD5tWLBgAUWKFKF06dJq25s2bar6d5EiRShatCgeHh4cPnyYatWqaaUs0gn9D/Dz82Py5MmMHz+egQMHUrFiRcaOHftZHblFixbRtm1bKlWqhJ2dHaNGjWLIkCF/6fgODg6cOHGC/v3788033xAfH4+Liwu1atVCX18fc3Nzjh49SlBQEFFRUbi4uDBp0iRq165NSEgIt27dYsmSJYSFhWFvb0+XLl3o0KHDpw+cBSpUqkxklIIVy5YQERGBu7sHw0eMUS1W9Pr1K7WH1QsULESffgNZvnQxSxcvwiF/fgYPGYaLq5sqTb/+g1myeAETfx/Lm+ho8uS145cWraj9bd10x9c2ixKFKXdgmep9wYmDAHiydCNX2gzEyD4PJk6pz9/GPnzKufodKDhpIK7dWhD39CVXO/xG6L7jqjQv1u0iZx5rvAO7Y5QvD1GXb3K2blvevdL9YiEffNuwBfFxsSyaNYaYt2/wLuDHr0OnqY0KvXr5jOgohep9ma+/ITpSwaZVfxAZkTx199fAaaopVgY5cnDjyln2bk/uuNnY2lGyXFXqN8meZ4/rfN+C+Lg4FqaJsW/g1ExjLFuhBtFREWxYOVcVY9/AqaoYDQ1zEnzjEnu2rubt2ygsLKzxKVSMoeMWpJvyqW3fNAggPj6WFX+MJOZtNJ6+xej22ywM08T3OuQJb6JSp5uVLF+T6KgItq2eTZQiFEdXH7oNnqW2wFHI80dsXjmdt28iscnjQO0f2lKtru6nkdX9/hfi42JZOHNs8vUr6Ee/YZ++flGRCtX1c3H3pt+wINWU8Yf3grl3O3kly187qP9E0pR5m8hj56D9wFJ8VbE6UZEK1i2fjyIieXrjgBGTVFP7Ql+HqLWlPgWK0K3vMNYsm8vqpX+Qz8GRPoPH4uSausBZ/R9+Ij4ulnnTJxDz9g0+BYsyYMSkbBntBaj3w8/Ex8Uyf8a4lGtYlAHDp6iVJ+TlM6KjIlXvy1WoTlRkBOtXzEcREZZ8XoZPUVusaP+uTWxctUD1fsSA5I56hx6/qTrxupJcT+NYMDM1xv7Dgj6K8alaPS1XoQbRkQrWr5yXUk+96D9sitqjDQd2bWTj6tQYRw5M/lK2fY/fVF+q6MKXHF/5itWIilSwevlCFBHhuLp7MnjERLV7UD/NLC3fgkXo0Xcoq5fNZ+WSedjnd6Tfb6NxTrkH9fX1efbkEUcO7CYqMpLc5uZ4ePkycsJ0nFzcMizD/zNtTsfVNPU2I7a2thgYGBASov6IWUhIyCef53z79i2rV69mxIgRnzyOu7s7tra23L17V2udUD2lUqnUyp6F+Je5fS/jFeC+BN4ezuww9MnuYmhNnYRgTt2Myu5iaFW5AuacvRX56YT/p0r7WnDoamx2F0NrqhQx4VywIruLoVWlfCz5847uVg3WtWJetly4nfFqxF+KEt7WnA+O+HTC/1Mlfay++Piu3v1r61v8vyniqbuf//ornnZt/OlEf5PjjHV/KX2ZMmUoXbo006cnL9qXlJSEs7MzXbt2zXBhog8WL15Mx44defbs2Sef9Xz69CnOzs5s3ryZ+vXr/6XyfS55JlQIIYQQQgghNNHT097rL+rduzfz5s1jyZIl3Lx5k06dOvH27VvVarktWrRQW7jogwULFtCgQYN0HdA3b97Qt29fTp8+zcOHDzlw4ADfffcdnp6e1KypnQUIQabjCiGEEEIIIcT/hR9//JHXr18zdOhQXr58ib+/P7t371YtVvT48WP0P5o+HBwczPHjx9m7d2+6/RkYGHDlyhWWLFmCQqHAwcGBb775hpEjR2r1t0KlEyqEEEIIIYQQGqR9Zv3foGvXrnTt2jXDzw4fPpxum4+PD5qewDQxMWHPnj1ZWbzPItNxhRBCCCGEEELojIyECiGEEEIIIYQG2lwd979KOqFCCCGEEEIIocG/bTrul0C69UIIIYQQQgghdEZGQoUQQgghhBBCA5mOm/XkjAohhBBCCCGE0BkZCRVCCCGEEEIIDeSZ0KwnI6FCCCGEEEIIIXRGRkKFEEIIIYQQQgMZCc16MhIqhBBCCCGEEEJnZCRUCCGEEEIIITSR1XGznHRChRBCCCGEEEIDPT2ZjpvV9JRKpTK7CyGEEEIIIYQQ/0avf2ultX3nGbVIa/v+N5ORUPGfceR6THYXQWsqFTLl1M2o7C6G1pQrYM4OQ5/sLoZW1UkI5uj1t9ldDK2pWMiM7RcTs7sYWlO3eA4u3Xmd3cXQKn+vPF90jP5eebhwOzy7i6FVJbytuXLnVXYXQ2uKeuXl2t2X2V0MrSnsmY/zwRHZXQytKuljld1FyJCeTMfNcnJGhRBCCCGEEELojIyECiGEEEIIIYQG8hMtWU9GQoUQQgghhBBC6IyMhAohhBBCCCGEJvJMaJaTMyqEEEIIIYQQQmdkJFQIIYQQQgghNJBnQrOedEKFEEIIIYQQQgM9PZk8mtXkjAohhBBCCCGE0BkZCRVCCCGEEEIITWQ6bpaTkVAhhBBCCCGEEDojI6FCCCGEEEIIoYGe/ERLlpMzKoQQQgghhBBCZ2QkVAghhBBCCCE0kJ9oyXoyEiq06uHDh+jp6XHp0iUADh8+jJ6eHgqFQmOexYsXY2lpqZPyCSGEEEIIIXRLRkKFTn311Ve8ePECCwuL7C7KX6JUKtm6ejbH9m0iNiYaD18/fmo/CDsHl0zzHdq1hr2blxCpCMPR1Ztmbfvj5lVY9XlkRCjrlwZx8/Jp4mLfYufgyreN2lCiXHVth6RGqVSyadUfHNm3mZi3b/DyLUqLjgPI5+Ccab79O9eya9NyIhVhOLt68XO7vrh7F1J9PnZwB4KvX1TLU7nm9wR0GqiVODJi/XVJ3H9tg0Xxwhg75OX8D50J2Xog8zwVS1Nw4gByFfQi7skL7o6dzdOlm9TSuHRqjnvvNhjly0PUlVtc7zmSyHNXtRlKppLr6ByO7dtETEw0nqo6mvk1PLRrDXs2LyVSEYaTqzfN2vZT1dHQV88Z2LFuhvk69BlPya9qZHkcmiiVSvasn8Hpg+uJfRuNm08xfmg9lDz2mu/BezfPc3j7Qp7ev0GU4jUBvadRpFQ1tTSrZg/i/NEtatt8ipan/cC5WolDkz3bN7Bt4yoUEeG4uHnQqkMvPH0Kakx/6vhB1i6fz+uQl+RzcOSngE4UK1VO9fmZk0fYv2sz9+8G8yY6ivHTFuHq7qWLUDL0pccHyXV0/Yp5HNq7lbdvo/EuUJTWnfth7+CUab69O9azfeMKIiPCcXbzpGWH3nimaUcP7N7MySN7eXgvmNjYGOat2otZrtzaDied3ds3sjXNNWzdoSdemV7DQ6xOcw1/DuhI8ZRrmJiYyOpl87h4/jSvXj7H1MyMIn4l+SmgI9Y2troKKZ1d2zexZcNqFBHhuLp50KZjD7x8CmhMf/LYIVYtX8jrkJfYO+Tn51YdKVGqrOrzNSsWcfzoQcJevyJHjhy4e/rQvEVbvH01nzdtUiqVbFg5j0N7t/D27Ru8CxShdad+n/y/fu+O9ezYtDy1jrb/FY+UOvomOpINK+dx9dJZQl+HYG5uSYmyFWn8UwdMzXLpIizdkN8JzXJyRoVO5cyZk3z58qGn9/81rWHPpsUc3LGKnzsOYuC4pRgZmTB1ZBcS3sVrzHPu+B7WLZpE3SYd+G3iSpxcvZk6ojNRinBVmoXThhDy7CFdBgYROGUdxctWZe6k/jy+f0sXYans3LSUfdvX0LLjQIZOWISRsQmThnfjXSbxnTm+l9ULg2jQtC3DJy/DydWLicO7qcUHUKlGA4IW7VK9fmzZTdvhqDEwMyXqSjDXug//rPQmro6U2voHYYfPcLzkdzyYvoQif4zCtsbXqjT2jWtT4PeB3Bk1k+OlGxJ95RZldiwgZx5rbYXxSbs3LeFASh0dNG4JOY1MCPqMOrp20WTqNWnPkIkrcXT1ImhEF9U1tLaxY+KCvWqv+k07YmRsSuFi5XUVGgCHti3g2O4VNGoTSI+Rq8hpZMLcce0zje9dfCwOzj583/q3TPft6/c1gbMPq14/d/s9q4ufqZNHD7B0/gx+aNaKcVMX4OLmyZihvYlURGSYPvjmVaZNGE6VGnUZN20hpcpW4PfRA3n88L4qTXxcLD4Fi9I8oJOuwtDoS4/vg20blrNn+zpad+7HyIkLMDY2YdzQnpm2o6eO7Wf5/Gl836wNo4MW4+zmxbihvYhM046+i4/Dr3hZvmvcUhdhZOjE0QMsmT+Dxs0CGD91Pi5unowe+mum1zBownCq1qjDhGkLKF22AhNGD1Jdw/j4OO7fu02jpi0ZP3UBfQaN5vmzx4wfOUCXYak5cfQgi+fNpEnzlvw+bR4ubh6MHNJHY4y3blxjyoSRVPvmWyZOm0fpchWYMGqwWj11yO9I2449mDxzEaN+n0Feu3zJ+4xU6Cgqdds3LmPP9rW06tSfEb/Px8jIhHGBn6qj+1ixYCrfN23LqClLcHb1YlxgT1UdjQgPJSI8lOatujF++go69BjClYunmTt9tK7C0gk9fT2tvf6rpBMqPsv69espUqQIJiYm2NjYUL16dd6+fUtSUhIjRozA0dERIyMj/P392b17t8b9ZDQdd/HixTg7O2NqakrDhg0JCwtTy3P58mWqVKlC7ty5MTc3p0SJEpw/f15boaajVCrZv30ldRq1w790FRxdvWnVfSSK8Nf8efaQxnz7ti3n6xrfU77adzg4efBTh8HkNDLmxMHNqjT3gy9T5dumuHkVJk8+R+o0boepaW4e3buhg8iSKZVK9m5bRf0mrSlephJOrl606zGciPBQLp45ojHfni0rqfRNAypUq09+J3dadhpITiNjjh7YqpYup5Exlla2qpeJqW6/GX295yi3A4MI2bL/s9K7tG9K7IOn3Ow3nje37vNo1gpebtiDW48AVRq3nq14smAtT5ds5M3Ne1ztHMj7mDicAn7QUhSZUyqVHNi+kjqN2uJfujKOrt607j4ipY4e1phv37YVVKjRMKWOuvOzqo4mjwzqGxhgYWWr9vrzzCFKlq+BsYmpjqJLju/ormVUb9iBwiWr4uDiQ7POY4mKeMW185pHtQv4V6D2jz0oUirzmQUGhjkxt8yjepnm0u1MjR2bV1OtZj2q1KiDo7Mbbbv0JaeRMYf2bc8w/a6t6/AvUYb6PzTH0cmVH39ph5uHN3u2b1ClqVi1Fo2ataKIf0ldhaHRlx4fJNfR3VvX0KBJACXLVsTZzZNOvYaiCA/l/OmjGvPt3LyKKjXrU7l6XRyd3WjTuR9GRkYcSXNuan/XlPqNW+DpW1jjfrRt++Y1qmvo5OxG+y59yGlkzMF9OzJMv2PrevxLlOa7lGvY9Je2uHt4s3v7RgDMzHIxdNQUvqpQlfyOznj7FqJNx17cvxvM61chugxNZdumtVSvVZeqNb7FydmVDl1/xcjYmAN7d2aYfsfW9RQrUZoGPzTD0dmVZr+0wc3Dm13bU2fNVKhcA79iJcln74CzixsB7boQE/OWRw/u6SosldQ62iqljnrRqVcgivBQLmRSR3dtWUWVb76jUkodbd25P0ZGxhzZn1xHnVw86DlwHMVLV8DO3pFCfiVp8nNH/jx7nPfvE3UVnvg/JJ1Q8UkvXrygWbNmtG7dmps3b3L48GG+//57lEolU6dOZdKkSUycOJErV65Qs2ZN6tevz507dz5r32fOnKFNmzZ07dqVS5cuUaVKFUaNGqWW5qeffsLR0ZFz585x4cIFBgwYgKGhoTZCzVBoyDOiFKEU8Cuj2mZqlhs3r8LcD76SYZ7EhAQe37tJgaKpefT19SlQtIxaHncfP86f2Mvb6EiSkpI4e3w3CQnx+BTW3R9Wr0OeERkRRsGipVXbTM1y4eFdiHuZxPfw3i21PPr6+hTyK829YPUpqaeP7qbrL9UZ3P1H1i2bQXx8nHYCySKWZf0JPXhKbdvrfcexKusPgJ6hIRbFCxF64GRqAqWS0IMnsSxbTIclTRUa8ozIDOqo+yfq6CMNdVTTdX907wZPHgTzdbUGWVr+Twl/9ZRoRSjehVOnuZmY5sbZoyiP7lz+x/u/d+McgR0qMK53HdYvGMHbaMU/3ufnSkxI4P7d22qdKX19fYr4l+TOresZ5rl96xqFP+p8+RUvw+1b17Ra1r/jS4/vg1chz1FEhFHYv5RqW3I7WpA7GsqdmJDAg7vBFPZLzaOvr09h/1LcCf73xJqQcg2L+pdQbdPX16eof0luZ3INi6a7hqUzvYYxMW/R09PDLJfup3AmJCRwL8MYS2QS43W19AD+xUsRrCF9QkIC+3Ztw9QsF65uHllX+M/0OqWOFvL7uI4W4k5wxo+SqOqo/0d11K8Ud25pfvwkJuYNJqZmGBh8QU/96etr7/Uf9QXVDqEtL168IDExke+//x4Xl+Tnr4oUKQLAxIkT6d+/P02bNgVg/PjxHDp0iKCgIGbOnPnJfU+dOpVatWrRr18/ALy9vTl58qTaaOrjx4/p27cvvr6+AHh5Zf7cT3x8PPHx6lNLjIyMPjPa9KIUoQDktlCfamluaUNURFhGWXgTHUFS0nvMLdXz5La04cWzh6r3HfpMYO6k/vRqWRl9gxzkNDKmU//J5LXP/PmMrBSpSI7BwtJGbbu5hQ2RGuKLjlaQlPQei4/iM7ew5sXTh6r35SrWxCavPZZWeXjy6A7rls7g5bNHdBug2+mOf4WRnS3xIaFq2+JDQjG0yI2+sRGGVhbo58hB/Kuwj9KEYebjrsuiqny4huYW6etbZERoRll4k3INP66j5pbWvExTR9M6vn8L9o5uePr6/fNC/wVRkR/uQfVnxXJb2Kjuz7/L1+9ripSqjk1eR0JDnrBrTRDzxneg+4iV6Osb/KN9f46oqMgM7yULS2ueP32UYR5FRDiWllYfpbdSm8L5b/Glx/fBh7Yyozg1tqNRKe2o1eefm+wQrfEaWvEsk2v4cXpLS2sUGq7hu3fxLF80m/IVq2NqapY1Bf8LPsSYUb179uRxhnmSY1RPb2lphSJCPcbzZ08yZfwI4uPjsLK2IXDURMwtLLO0/J9DkUkdVXyqjqb7f8KK5xr+n4iOUrBpzSKq1vzunxdafNGkEyo+yc/Pj2rVqlGkSBFq1qzJN998Q6NGjTAwMOD58+eUL6/+bFj58uW5fPnzRidu3rxJw4YN1baVK1dOrRPau3dv2rZty7Jly6hevTqNGzfGw0Pzt4hjx45l+HD15/8CAwOp0rjfZ5XpzJGdLP8jdTS26+Bpn5Xv79iyciYxb6PpNWwOuXJbcunsYeZO7Eff0QtxdNHOIhsnj+xiyeyxqve9fpuileNA8iJEHzi5emJpZcuEoZ159eIpee0dtXbcL93pIztZ/kfq8zbdtFhHP3gXH8eZY7uo27id1o914fh21s8fpnrftt9srR2r2Fffqv5t7+yNg7M3Y3rW4u6Nc2ojr0KkdfzwHhbMHK9632/oxGwszf+3xMREJo8LBJS06/JrdhcnyxUuWoyJ0+cTHRXJvt3bmTRuGOMmz0nXgc1qJw7vZsGs1Drad+gkrR4Pkkezfx/Rm/xOrnzfTPv/V+jS/9taJv8PpBMqPsnAwIB9+/Zx8uRJ9u7dy/Tp0xk8eDD79u3TyfGHDRtG8+bN2bFjB7t27SIwMJDVq1en67x+MHDgQHr37q22zcjIiNN333/W8fxKV8LNO/XZm8SEBACiI8OxtM6j2h6lCMPJzSfDfeTKbYW+vkG6RXqiFWGqEcdXL59waNcahgWtx8E5uVPt5ObDnZsXObxrDT93zHwxlb+rWOmKeKjF9w5IHk2ztE4daYqKDMPZzTvDfeTObYm+vkG6kYmoyHAsrGwyzAOojhvy8sm/thMaHxKKkZ36iJuRnS0JkdEkxcXzLjSCpMREjPLafJTGhviX/2xU7nP5l66Ee5prmJBSR6M+qqPRmdZRywzraJQiHHPL9Nfwwqn9vHsXR7nKGa+Wm5UKlaiCi2cR1fvUezAUc6s08UWGkd/VN0uPbWPnhFluK8JePgYddELNzS0yvJciFeFYariXLK2sUXy0WEqkIiLdaMW/wZcaX4nSX+PpnbrC6Yc6GqkIxypNOxqpCMfFXUM7ap7SjkZ8/rnJDrk1XsOITK/hx+kVinAsP7qGyR3QoYS+ekngmKnZMgoKqTFmVO8srTKud8kxqqdXZJDe2NgEewdH7B0c8fYtRJd2zTmwdwffN/k5a4P4SPHSFVQr2AIkJmZWRzP+0ltVR9P9PxGRbvZUbMxbJgzribGJKb0GjSdHDuliiMz9dycii79ET0+P8uXLM3z4cP78809y5szJgQMHcHBw4MSJE2ppT5w4QcGCn7f8eIECBThz5ozattOnT6dL5+3tTa9evdi7dy/ff/89ixYt0rhPIyMjzM3N1V5/ZTqusYkZee2dVS97J3fMLW25eSW1nLExb3hw5xruPkUz3EcOQ0OcPQpwK02epKQkbl45q8rzLuXZyI9XRtPXN0CpVH52ef8qExMz7OydVC8HJ3csrGy4ceWcKk1szBvu3b6ORybxuXr4quVJSkrixpVzePgUyTAPwOMHtwGwtMq+Jfg/RXH6EjZV1TsfttW+IuL0JQCUCQlEXryObdXUn4tATw+bKuVQnP5TJ2X8uI46OLljYWnLrStnVWliY95w/xN11MWjADfT5PlQRzO67scPbMGvZCVyW2j323tIjs82n4vqZefoQW5LW+5cS72f4mLe8PjeFVy8snZqsCLsJTFvFOS21E0dzWFoiLunN1cvX1BtS0pK4trlC3j5Fsowj7dvYa5dUl+c7eqf5/DOxoVrNPlS4zMxNSOfg5Pqld/ZDUsrG65fTi13TMxb7t2+gZeGcucwNMTN04frV1LzJCUlcf3yebx8/j2xGmq4hlcvX8A7k2t49dIFtW1X/jyvdg0/dEBfPn/KkNFTyG2efT/dZmhoiIent1qZk5KSuHLpYiYxFuLK5fQx+mhI/4EySan64lCb0tVRpw91NPX/7eQ6eh0vDf9vq+roZfX/669dOYeXb2qemJi3jAvsQY4cOfj1t4nkzPn3H4H615JnQrPcfzdy8dnOnDnDmDFjOH/+PI8fP2bjxo28fv2aAgUK0LdvX8aPH8+aNWsIDg5mwIABXLp0iR49enzWvrt3787u3buZOHEid+7cYcaMGWpTcWNjY+natSuHDx/m0aNHnDhxgnPnzlGggObf7cpqenp6VK/bnJ3r53Pp7GGePrrDwmlDsLTOQ7HSVVTpJgd24ODO1ar3Ner9zLH9mzh5aCsvnt5nxR9jeBcfS/mqyc9J5MvvSl57J5bPGcWDO9d49fIJe7cs5ebl0/iXrqzT+L6p14xt6xby59kjPHl4l7lBw7CytqV4mUqqdOOHdGL/jrWq9zW/a86RfZs5fnA7z588YOmcccTHxVKhWj0AXr14ypY183l49yavQ57z59kjzA0KxKdQMZxcdfd7fgZmppj7+WLulzxiZurmiLmfL8ZO9gD4jOqN36LUKUuP5q7G1M0J37F9MfNxx6Vjc+wb1+bB1MWqNA+CFuHUpgn5f2lALl93Cs8cRg4zE54s2aizuNLS09OjWt3m7Fg/n0tnj6TU0aEpdbSyKt2kdHX0p5Q6uu2jOlpfbf+vXjzmzo2LVKjeQEcRqdPT06Ni7V/Yv/kPrp0/yIvHt1k5eyDmVnkpXDL1dz9nj2rN8T0rVO/j497y7OFNnj28CUD466c8e3iTiNDnqs+3rZjIozuXCX/9jNvXTrNoUjds7Jzx9fsaXanToCkH92zjyIFdPH3ykPmzJhIfF0vl6nUAmDFpJCsXz1Glr12/MZcvnmHbxlU8e/KIdSsWcO/uLWrWTV2d+U10FA/v3+HZ44cAPH/6mIf372h89kubvvT4ILmO1qr/I5vWLObCmWM8fniX2ZNHYGltS8myFVXpRg/uyp7t61Tvv23QjEN7tnL0wA6ePXnIwlkTiIuLo1L11BkHiogwHt6/TcjzpwA8eXSPh/dv8yY6Umfx1W3wIwf2bOdwyjWcN2sS8XGxVKmePJ19+qRRrEhzDevUb8Sli2fYtnE1z548Yu2Khdy7e4tadZMf0UhMTGTS2CHcvxtM9z5DSUpKIiIijIiIMJ100DJSr2ET9u/ZwaH9u3n6+CFzZ04mPi6WqjVqAzBt0miWL079/eA69Rtx6cJZtm5cw9Mnj1izYhH37gZTu27yLK24uFhWLJnL7VvXefXqJffuBDMzaBzhYaGU+7qyzuP7UEc3r13MhTNHefzwLnOmDMfS2pYSaeromN+6sjdNHa39XTMO7f1QRx+waPYE4uPiqFQt+f6NiXnLuKHdiY+LpV23wcTGvEUREYYiIoyk9583A038N8lYufgkc3Nzjh49SlBQEFFRUbi4uDBp0iRq165NzZo1iYyM5Ndff+XVq1cULFiQrVu3fnLxoA/Kli3LvHnzCAwMZOjQoVSvXp3ffvuNkSNHAslTgcPCwmjRogUhISHY2try/fffp3vmU9tqNgwgPj6W5XNGEfM2Gs8C/vQYMhPDNN/2vX75hDdRCtX7Ul/XJDoqgq2rZhOlCMPRzYfuQ2aqpjrmyGFIt8HT2bh8GjPG9CA+Loa8+ZwI6DaCIiUq6DS+bxu2ID4ulkWzxhDz9g3eBfz4deg0tW8zX718RnSa+Mp8/Q3RkQo2rfqDyIjkqbu/Bk5TTdExyJGDG1fOsnf7auLjYrGxtaNkuarUb9Jap7FZlChMuQPLVO8LThwEwJOlG7nSZiBG9nkwSemQAsQ+fMq5+h0oOGkgrt1aEPf0JVc7/EbovuOqNC/W7SJnHmu8A7tjlC8PUZdvcrZuW969yp4/gAFqNWzJu/hYlqXUUa8C/vQYMuOjOvo0wzq6JaWOOrn50GPIjHTTcY8f2IKVjR0F/cuRXarUa8O7+FjWzx9GbEw0bj7FaT/gD7X4wkKeqK1s++T+dWaPbKV6v3XZBABKVvyOZp3GoK9vwPPHwZw/uoXYt1GYW+XFp+hX1GrcjRyGOXUW21cVqxEVqWDt8vkoIsJxdfdk4IhJqml9Ya9D0E/zbblPgSJ06xvImmXzWL10LvkcHOk7eCzOrqkLY50/c5zZQWNU76dOCASgUbNWNP6pjY4iS/alx/dBvR9+Jj4ulvkzxiW3owWLMmD4FLV2NOTlM6KjUjuP5SpUJyoygvUr5qOICMPF3YsBw6eoLVa0f9cmNq5aoHo/YkDyb6N26PEblVI68tpWPuUarlm+QHUNB4+YqLqGoa9D1Gb1+BQoQo++gaxaNo+VS+di7+BIv8FjVNcwPOw1588kt6l9u7dSO9awMdMoVFT3K42Xr1iVyEgFq5cvRBERjpu7J7+N+D1NjK/Q00utp74FC9Oz7xBWLVvAiiXzsM/vSL/fRqti1NfX59mTxxw+sIeoyEhym5vj6eXLqAnTcHZx03l8AHW//4X4uDgWzEyto/2HBX1UR5+q/V9frkINoiMVrF85j8iUOtp/2BTVozcP793i3u3kFYF7d2ikdrygeRvJY+eg/cB04L/8e57aoqfU5rw/If5FjlyPye4iaE2lQqacuhmV3cXQmnIFzNlhmPGzjV+KOgnBHL3+NruLoTUVC5mx/eKX+5txdYvn4NKd19ldDK3y98rzRcfo75WHC7f/vSvwZoUS3tZcufMqu4uhNUW98nLt7svsLobWFPbMx/ngiE8n/D9W0kf7j3z8HW9mDdDavnN1Hqe1ff+byXRcIYQQQgghhBA6I9NxhRBCCCGEEEITmY6b5WQkVAghhBBCCCGEzshIqBBCCCGEEEJokHZRKpE15IwKIYQQQgghhNAZGQkVQgghhBBCCE3kmdAsJyOhQgghhBBCCCF0RkZChRBCCCGEEEIDPX0Zt8tqckaFEEIIIYQQQuiMjIQKIYQQQgghhCZ68kxoVpNOqBBCCCGEEEJoItNxs5ycUSGEEEIIIYQQOiMjoUIIIYQQQgihiUzHzXIyEiqEEEIIIYQQQmekEyqEEEIIIYQQGujp62vt9XfMnDkTV1dXjI2NKVOmDGfPntWYdvHixejp6am9jI2N1dIolUqGDh2Kvb09JiYmVK9enTt37vytsn0uPaVSqdTqEYQQQgghhBDi/1TsslFa27fJL7/9pfRr1qyhRYsWzJkzhzJlyhAUFMS6desIDg4mb9686dIvXryYHj16EBwcrNqmp6eHnZ2d6v348eMZO3YsS5Yswc3NjSFDhnD16lVu3LiRrsOaVaQTKv4zzt6KzO4iaE1pX4svPr6j199mdzG0qmIhM3YY+mR3MbSmTkIwV++GZHcxtKaIpx3nghXZXQytKuVjyYXb4dldDK0p4W3NlTuvsrsYWlXUKy9/3gnN7mJoTTEv2y++nbl4Oyy7i6FVxb1tsrsIGYpdPkZr+zb5edBfSl+mTBlKlSrFjBkzAEhKSsLJyYlu3boxYMCAdOkXL15Mz549USgUGe5PqVTi4ODAr7/+Sp8+fQCIjIzEzs6OxYsX07Rp078W0GeS6bhCCCGEEEIIkQ3i4+OJiopSe8XHx2eY9t27d1y4cIHq1aurtunr61O9enVOnTql8Rhv3rzBxcUFJycnvvvuO65fv6767MGDB7x8+VJtnxYWFpQpUybTff5T0gkVQgghhBBCCE309bT2Gjt2LBYWFmqvsWPHZliM0NBQ3r9/rzaVFsDOzo6XL19mmMfHx4eFCxeyZcsWli9fTlJSEl999RVPnz4FUOX7K/vMCvITLUIIIYQQQgihgZ6e9sbtBg4cSO/evdW2GRkZZdn+y5UrR7ly5VTvv/rqKwoUKMAff/zByJEjs+w4f5V0QoUQQgghhBAiGxgZGX12p9PW1hYDAwNCQtSffQ4JCSFfvnyftQ9DQ0OKFSvG3bt3AVT5QkJCsLe3V9unv7//Z+3z75DpuEIIIYQQQgihiRan4/4VOXPmpESJEhw4cEC1LSkpiQMHDqiNdmbm/fv3XL16VdXhdHNzI1++fGr7jIqK4syZM5+9z79DRkKFEEIIIYQQ4v9A7969admyJSVLlqR06dIEBQXx9u1bWrVqBUCLFi3Inz+/6rnSESNGULZsWTw9PVEoFPz+++88evSItm3bAsk/19KzZ09GjRqFl5eX6idaHBwcaNCggdbikE6oEEIIIYQQQmiixWdC/6off/yR169fM3ToUF6+fIm/vz+7d+9WLSz0+PFj9PVTyxsREUG7du14+fIlVlZWlChRgpMnT1KwYEFVmn79+vH27Vvat2+PQqHg66+/Zvfu3Vr7jVCQTqgQQgghhBBC/N/o2rUrXbt2zfCzw4cPq72fMmUKU6ZMyXR/enp6jBgxghEjRmRVET9JOqFCCCGEEEIIoYneX3t2U3zav2dsWQghhBBCCCHEF09GQoUQQgghhBBCE30Zt8tq0gkVQgghhBBCCE3+RQsTfSnkjAohhBBCCCGE0BnphP6LPHz4ED09PS5duqQxzeLFi7G0tNRZmf6qz4lBCCGEEEKI/xv6etp7/UfJdFyRpZycnHjx4gW2trbZXZQspVQq2bhyLof2bSbm7Ru8fYsS0Kk/+RycM823b8c6dm5eTmREGE6uXrRo3wcP70KqzxfOGsv1y2eJCA/F2NgEL9+i/NiyKw6OrlqOSN1/Ib6tq+dwbN8mYmKi8fT146f2g7D7RHyHdq1hz+alRCrCcHL1plnbfrh5FQYg9NVzBnasm2G+Dn3GU/KrGlkeR0asvy6J+69tsCheGGOHvJz/oTMhWw9knqdiaQpOHECugl7EPXnB3bGzebp0k1oal07Nce/dBqN8eYi6covrPUcSee6qNkPJ1K7tG9m6YTWKiHBc3Dxo07EHXj4FNaY/eewQq5cv4HXIS+wd8vNzq44UL1UOgMTERFYtncef508T8vIFpmZmFPEvyc8BHbC2yZ62S6lUsmHlXA7t3ZJ8DxYoSqtO/T7rHtyxaQWREWE4u3nRov2vqnvwTXQkG1bO4+qlM4S9DsHc3JISZSvR6KcOmJrl0kVYapRKJetXzOPQ3q28fRuNd4GitO7cD3sHp0zz7d2xnu0bVxAZEY6zmyctO/TGM007c2D3Zk4e2cvDe8HExsYwb9VezHLl1nY46ezevpGtG1ep6mjrDj0zraOnjh9i9fL5vA55ST4HR34OUK+jq5fN4+L507x6+Ty5jvqV5KeAjtlWR/ds38C2jStV16FVh154ZhLf6eMHWbt8niq+5gGdKFbqK9XnSqWSdSvmc3DPNt6+jcanQFHadO6Dff7M64M2/RfamfUr5nMw5R70KVCU1p37fsY9uIFtae7BgA698fROPS/v3sWzfMF0Th3bT0JCAn7FytCqUx8sray1HZL4PyYjof9BCQkJWtu3gYEB+fLlI0eOL+v7jR0bl7J3xxpadRrAsN8XYmRswoRh3Xn3Ll5jntPH9rFyYRANf2zLyMlLcXbzYsKw7kQqwlVpXD18add9CONnrKHfsGkolUomBHYj6f17XYSl8qXHt3vTEg7sWMXPHQcxaNwSchqZEDSyCwmZxHfu+B7WLppMvSbtGTJxJY6uXgSN6EJUSnzWNnZMXLBX7VW/aUeMjE0pXKy8rkLDwMyUqCvBXOs+/LPSm7g6UmrrH4QdPsPxkt/xYPoSivwxCtsaX6vS2DeuTYHfB3Jn1EyOl25I9JVblNmxgJx5sucPihNHD7Bk3kwaNw9gwrT5uLp5MmpIHyIVERmmv3XjKkETRlDtmzr8Pm0+pcpVYMKowTx+eB+A+Pg4Hty7Q6NmLZkwbT59B4/i+dPHjBsxUJdhqdm+cRl7t6+ldaf+DP99AUZGxowP7PHJe3DFgqk0bNqGUVOW4OzqyfjAHqp7MCI8FEX4a5q36s646Stp32MoVy6eYt70UboKS822DcvZs30drTv3Y+TEBRgbmzBuaM9MYzx1bD/L50/j+2ZtGB20GGc3L8YN7aXWzryLj8OveFm+a9xSF2Fk6MTRAyyZP4PGzQIYP3U+Lm6ejB76q8Y6GnzzKkEThlO1Rh0mTFtA6bIVmDB6kFodvX/vNo2atmT81AX0GTSa588eM37kAF2GpXLy6H6WzZ9Oo2atGTt1IS5unowd2jvT+KZNGEaVGnUZN20RJctWYOLogTxJiQ9g64YV7N62nrZd+jJq0jyMjI0ZO7R3pvVBm/4L7cy2DcvZvX0dbTr3ZeTE+RgZGzNuaK9P3oPL5k/jh2atGRO0CBc3z3T34LL507h49gQ9+o9i6NiZRIS/ZsrY7ItTK/T0tff6j/rvRp6NkpKSmDBhAp6enhgZGeHs7Mzo0aNVn9+/f58qVapgamqKn58fp06dynR/s2fPxsPDg5w5c+Lj48OyZcvUPtfT02P27NnUr18fMzMzRo8ezfv372nTpg1ubm6YmJjg4+PD1KlT1fIFBATQoEEDxowZg52dHZaWlowYMYLExET69u2LtbU1jo6OLFq0SJXn4+m4hw8fRk9PjwMHDlCyZElMTU356quvCA4OVjvWli1bKF68OMbGxri7uzN8+HASExOB5G/uhg0bhrOzM0ZGRjg4ONC9e/e/fN7/LqVSye5tq6nfuDUlylTC2dWLDj2HoQgP5cLpIxrz7dqyksrfNKBi9Xrkd3anVacBGBkZc3T/NlWaqjUb4luoOHnsHHD18KXRzx0JCw3h9asXuggN+G/Ed2D7Suo0aot/6co4unrTuvsIFOGv+fPsYY359m1bQYUaDSlf7TscnNz5ucNgchoZc+LgFgD0DQywsLJVe/155hAly9fA2MRUR9HB6z1HuR0YRMiW/Z+V3qV9U2IfPOVmv/G8uXWfR7NW8HLDHtx6BKjSuPVsxZMFa3m6ZCNvbt7jaudA3sfE4RTwg5aiyNy2TWupXqsuVWt8i5OzK+27/oqRsTEH9+7IMP3OrevxL1Ga735ohqOzK81+aYubhze7tm8EwMwsF0NHT+arClXJ7+iMt28h2nbqyf27wbx+FaLL0ICUe3Drar5r0ooSZSvh7OZFx16fcw+uoso331Hpwz3YOfkePJJyDzq5eNBj4HiKl66Anb0jhfxK0vjnTvx59jjv3yfqKjzgQ4xraNAkgJJlK+Ls5kmnXkNRhIdy/vRRjfl2bl5FlZr1qVy9Lo7ObrTp3A8jIyOO7NuuSlP7u6bUb9wCT9/CugglQ9s3r6FazXpUqVEHJ2c32nfpQ04jYw7uy7iO7lDV0eY4OrnS9Je2uHt4szttHR01Ra2OtunYK9vq6I7Na6hasx6Va9TB0dmNtl36ktPIiMNprkNau7auxa9EGer98BP5nVz58Zf2uHl4s2f7eiC5PuzaspaGP7akZNkKuLh50qX3ECLCQzl/6pguQ1P5L7Qzu7aupWHKPeji5knnXkOTz3km9+COzaup+tE9mPbax7x9w6F92/ilbTcK+5XE3dOXDj0Gc/vmVe7cuqar8MT/IemEZoOBAwcybtw4hgwZwo0bN1i5ciV2dnaqzwcPHkyfPn24dOkS3t7eNGvWTNUh+9imTZvo0aMHv/76K9euXaNDhw60atWKQ4cOqaUbNmwYDRs25OrVq7Ru3ZqkpCQcHR1Zt24dN27cYOjQoQwaNIi1a9eq5Tt48CDPnz/n6NGjTJ48mcDAQOrWrYuVlRVnzpyhY8eOdOjQgadPn2Ya8+DBg5k0aRLnz58nR44ctG7dWvXZsWPHaNGiBT169ODGjRv88ccfLF68WNUx37BhA1OmTOGPP/7gzp07bN68mSJFivylc/5PvA55TmREGIX9Squ2mZrlwt27EHeDM56emJiQwMN7tyjkV0q1TV9fn0J+pTTmiYuL5ej+beSxc8DG1i7DNNrwpccXGvKMSEUoBfzKqLaZmuXG3asw94OvZJgnMSGBR/duUqBoah59fX0KFC3DPQ15Ht27wZMHwXxdrUGWlj+rWZb1J/Sg+hdbr/cdx6qsPwB6hoZYFC9E6IGTqQmUSkIPnsSybDEdljRZQkIC9+/epqh/SdU2fX19iviXIPjW9Qzz3L51naL+JdS2+RcvzW0N6QFi3r5FT08Ps1y6n6aq6R708C7EnUzuwQd3b1HIPzWP6h68pXnadEzMG0xMzTAw0O1slVchz1FEhFHYP7XNSI6xoMY/VJNjDKbwR+1MYf9S3An+9/xxm1pHU+ucvr4+Rf1Laqxzt29dU6vTAH7FS3M7kz/aY2Kyp45+uA5F/NWvQxH/khrLe+fWdYqki6+M6nx8qA9p05ia5cLTp2Cm50Bb/gvtTOo9qH7OP+8eVD8vae/B+3dv8T4xUe0+ze/kim0euy+rE6qnp73Xf9SXNWfy/0B0dDRTp05lxowZtGyZPHXIw8ODr7/+mocPHwLQp08f6tSpA8Dw4cMpVKgQd+/exdfXN93+Jk6cSEBAAJ07dwagd+/enD59mokTJ1KlShVVuubNm9OqVSu1vMOHp07fc3Nz49SpU6xdu5YmTZqotltbWzNt2jT09fXx8fFhwoQJxMTEMGjQICC1Q338+HGaNm2qMe7Ro0dTqVIlAAYMGECdOnWIi4vD2NiY4cOHM2DAANX5cHd3Z+TIkfTr14/AwEAeP35Mvnz5qF69OoaGhjg7O1O6dGmNx4qPjyc+Xn1qiZGRkcb0n6KICAPAwlJ9KqKFpTWRKZ99LDpKQVLS+3R5zC2tef70kdq2/TvXs3rJdOLjYrHP70L/4TPIYWj4t8v7V33p8UUqkmMwt1Ava25LGyIjQjPM8yY6OT7zDOJ7+exhhnmO79+CvaMbnr5+/7zQWmRkZ0t8iHrc8SGhGFrkRt/YCEMrC/Rz5CD+VdhHacIw83HXZVEBiI6KTKlrVmrbLS2tefbkcYZ5FBHhWKarz1YoIsIzTP/uXTzLF82hfKVqmJqaZU3B/4IP92BG9S1SQ5k13YMWlta8ePZIY57NaxZSpWaDf17ovyjyn7QzVunzfNzOZKfUOpq+zj3TUE5FRHi69JaW1igUmdXR2ZSvWF3ndTQqk7r27KmmezAs42ud0h5/uBczSqNQZFwftOm/0M5EZnbONZQ56jPuwciIcHLkMEz3HHZ2XUvx/0NGQnXs5s2bxMfHU61aNY1pihYtqvq3vb09AK9evdK4v/Ll1Z8/K1++PDdv3lTbVrKk+jeSADNnzqREiRLkyZOHXLlyMXfuXB4/Vm9sCxUqhH6aH+i1s7NTG4U0MDDAxsZGY/k+J6bLly8zYsQIcuXKpXq1a9eOFy9eEBMTQ+PGjYmNjcXd3Z127dqxadMmjSPDAGPHjsXCwkLtNXbs2EzLl9aJw7tp+2Ml1Uvb09a+qlSLUVOWMXjMHPI5ODPj90FafSbmS4/v9JGddG1eXvXSxbTDd/FxnDm2618/CirSS0xMZPLYQJQoad/lV50c88Th3bRpUln10kUdjYl5w8QRvcnv5Mb3zdpp/XjHD++hVeOqqtf7TNpskbnExEQmjwsElLTTUR0VWSs72pnjh/cQ0Lia6pXZ303iM+jra+/1HyUjoTpmYmLyyTSGaUaJ9FKG6ZOSkv7Rcc3M1L91W716NX369GHSpEmUK1eO3Llz8/vvv3PmzBmNZflQnoy2fap8mcX05s0bhg8fzvfff58un7GxMU5OTgQHB7N//3727dtH586d+f333zly5Ei6skDy6Gzv3r3VthkZGXH5QVymZfygeOkKePqkrryYkPAOgEhFOJbWqSvaRSrCcXHzznAfuc0t0dc3UHtwHyBKEY6llY3aNlOzXJia5SKfgzOe3kXo8FM1Lpw+TLmKNT+rvH/Vlx6ff+lKuHunPhv2YSGuqMhwLK3zqLZHK8JwcvPJcB+5cifHF5VBfOaWNunSXzi1n3fv4ihXOePVcv9N4kNCMbJTX5nRyM6WhMhokuLieRcaQVJiIkZ5bT5KY0P8y4xHjrUpt7lFSl1TXxxEoQjXuPKipVX6EaVIRUS69B/+uH/9OoRhY4J0NjpRvHQFtVWkExNT6qgiHKs092CUIhxnd68M96HpHoxUpB9hi415y+/DemJsYkrPQeN1snBcidJfq62emZhyH0Z+FGOkIhwX90+0MxHpY/y4nclOqXU0ozqXcTktrazTpVco0o+sJdfRoYS+ekngmKnZMoJmnkld03wP2miomzYpn1urtqWrD24Z13lt+hLbmeR7MOP/6z8+564a2hnzTO/B5DgtrKxJTEzg7ZtotdHQSEU4lhn8f/l/6z88bVZb/rvd72zi5eWFiYkJBw5k/hMKn6tAgQKcOHFCbduJEycoWFDzkuIf0nz11Vd07tyZYsWK4enpyb1797KkTH9V8eLFCQ4OxtPTM93rwyisiYkJ9erVY9q0aRw+fJhTp05x9WrGzz0ZGRlhbm6u9vor03FNTM2ws3dSvfI7uWNhZcP1K+dUaWJj3nD/9nU8fTJ+NjWHoSGuHr7cSJMnKSmJ61fOa8wDoEQJSqVWVzD+0uMzNjEjr72z6uXg5I6FpS23rpxVpYmNecP9O9dw9yma4T5yGBri4lGAm2nyJCUlcfPKWTwyyHP8wBb8SlYit4VVus/+bRSnL2FTtazaNttqXxFx+hIAyoQEIi9ex7ZqudQEenrYVCmH4vSfOixpMkNDQ9w9vbl66YJqW1JSElcvXcTHt1CGebx9C3H18kW1bZf/PIe3b9qOX/Ifhi+eP2Xo6CnkNrfQTgAZMDE1I5+Dk+qV38kt+R68nHo/xcS84d7t63hlcg+6efqq5Um+B8/h6ZuaJybmDeMDu2OQw5Dev00kZ86//2jCX5EuRmc3LK1suH75fJqyveXe7Rt4aVhQKDlGH65fSc2TlJTE9cvn8fLJvkWIPqaqo5c/qqOXL6jVubS8fQur1WmAK3+exzvNufjQAX35/ClDdFxH0/pwHa5dVr8O1y5fUCtvWl6+hbiWLr7UezCvnQOWVjZqaWJi3nI3+IbGfWrTl9vOOKpejin34LW/cQ9eu6J+XtLeg+6evhjkyKG23+dPHxH6OkTjfoUAGQnVOWNjY/r370+/fv3ImTMn5cuX5/Xr11y/fj3TKbqa9O3blyZNmlCsWDGqV6/Otm3b2LhxI/v3Z75SppeXF0uXLmXPnj24ubmxbNkyzp07h5ub298N7W8bOnQodevWxdnZmUaNGqGvr8/ly5e5du0ao0aNYvHixbx//54yZcpgamrK8uXLMTExwcXFRSfl09PTo1a9pmxZu5B89k7ksXNg/co5WFrbUqJsJVW6sUM6U7JsZWrUSX6mtvZ3zZk7dThungVw9yrEnm2riY+LpWL15NGyVy+fcfr4Por4lyG3hRXhoa/YvmEJOY2M8CvxVYZlkfj+XnzV6jZnx/r55LV3xtbOgS2rZmNpnYdipSur0k0K7ECxMlWo+m3ys8016v3EwumBuHoWxM2rEPu3reRdfCzlq9ZX2/+rF4+5c+Mi3QdP01lMaRmYmWLmmfpbkqZujpj7+fIuPJK4Jy/wGdUb4/x2XG7VH4BHc1fj0vknfMf25cniDdhWKYt949qcq99BtY8HQYvwWzgexYVrRJ67gmv3luQwM+HJko06jw+gXsMmzJg8Fg8vHzy9C7Bjyzri42KpUuNbAKZNGo2NjS0/BSTH8G39RgQO6M7WjaspUaocx48e4P7dYDp26wsk/2E4ccwQHty7zcDA8SS9f09EePKzS7lym2c4w0Kb9PT0qFW/KZvXLsLOwYm8dg6sX/FHuntwzG9dKFm2Mt/UbQxA7e+a8UfQCNw8C+DhXZDdW1cTHxdHpWrJ92BMzBvGD+3Ou/h4OvUeTmzMW2Jj3gIpIxwGBjqO8Uc2rVlMPgcn8tjZs275PCytbSlZtqIq3ejBXSlZrhI1U2L8tkEz5kwZibunLx7ehdi1ZTVxcXFUqp4660AREYYiIoyQ58kL5D15dA9jE1Ns89iRK7du/uiv2+BHZk4Zg4eXr3odrZ5cR6dPGoW1jS0/BXQEoE79RgQO6Ma2jaspXqocJ44e4N7dW3TomlpHJ41NrqMDho4nKSmJiJRnZ3Pl0n0drdPgR2ZPGY27ly+e3gXZuWVtcl2rnrx+xcxJI7G2saVZQCcAatdvwogBXdi+cRXFSn3FyaP7uX/3Fu27JrdDenp61P6uCZvWLCFffkfy2jmwdvk8rKxtKVmugk5j++C/0M7Urt+EzWuWkC+lnVm3fG7yOU9zD44a3I1S5SpRs24jAOo0aMrsKaNw90y+9ru2rEm59sn3oKlZLqr8j737Dovi+B84/galK90CSpVmA1Q0amLXqLEmxh4Ve4lRY9RoEns3dk3MN/bejbH87DXG2LtRVJTYkXZUQZD7/QEeHNxh4w7Fz+t59tHbm13mszM7d3szO9ugGasWz6VQYUvMzC1Y9r+ZePqUy18XoR/wo1R0RS5C88DIkSMpWLAgo0aN4uHDhzg4ONCnT5832lfLli2ZM2cO06dPZ+DAgbi5ubF06VJq166d43a9e/fm/PnztG3bFgMDA9q3b0+/fv3YtWvXG+XjbTRs2JAdO3Ywbtw4pk6dipGRET4+PvTo0QMAa2trpkyZwuDBg3n+/Dnly5dn+/bt2Nnpb5hHky86k5SYyJJfJ6U/SN6PoaPnqPUqPHn8gNgYhep11RoNiI2JYvOa39MfJO/F0NFzVMORjIyMCfr3Anu2rSM+PgYrK1u8y1Zg1JTF2YbTSXxvp9HnXXiW9JSVv00gIT4Wz9L+DBw5H6NM8YU9vk9cpvgqf9KQ2Jgo/ly7gJj0obsDR87PNhz32IE/sbErRhn/auQFq0rlqHYg47FMZaanTRp2b8UWLnUfgYlDEcycHFTvPw25z+nmvSkzYwSu33Qm8f5jLvf+ifB9x1RpHm3chXERW7xGD8CkeBFiLl7jVNMePHuSN5NMfFyzHjHRCtatWoIiKhJXdw9+HDddNRwsPCwUw0xDpXzKlGfg0FGsW7mINcsX4lCiJMN+moiza9rESpERYZw5mTaCZMg33dT+1pjJcyjnq/9ZgJt+0YmkxKcs+WVy2jlYxo9hY15+DsZEK1TnoIu7F8PGzMYqfQhoSHAQwTfSZur8rrf643VmLfyDIsUcdR9YJs1afUVS4lMWzZ+SHqMvw8fOUosx9PEDYmOiVa+r1ahPTHQUm1YvQhEVgYu7J8PHzlKbKGX/rj/Ysnax6vW44WkXQr0H/qS6SNK1F3V0/arFWuuogWFGHfUuXZ6BQ0ezduVC1qz4HQfHkgz7cVKWOpp2Tg4doD6p4JhJcymr5zpavWZ9YqIVbFy1CEVUZFo5jJuRY3zfDB3D+pW/s27F/yjuWJIhP07GyTVjcrPmrTqSlPiUhfOmkRAfh3cZX4aPm6G33vqsPoR2Ju0cTGTR/KkZx3zsTA3noEL1Ou0cVLBp9cKMsh87U23YcaceAzAwMGDW5B9ISU7Gt+JHdOs7RJ+hifeQgVKpVOZ1JoTQh1PXo1+e6D1Vxccq38d39Gp8XmdDp2qWtWCnkeZ7VPODJslBXL6l/2fj6Ut5j2KcDlLkdTZ0qrK3NWdvaJ5FMz+o5GXLpZs5T7L3vvP1LMr5m/q/t1tfKnja5/t25tyN/D3jbEWvd/M+0sTdi3S2b9NGPXS273eZ9C0LIYQQQgghhNAbGY4rhBBCCCGEENrI7Li5TnpChRBCCCGEEELojfSECiGEEEIIIYQ2MjturpOLUCGEEEIIIYTQRobj5jq5rBdCCCGEEEIIoTfSEyqEEEIIIYQQ2hhKv11ukyMqhBBCCCGEEEJvpCdUCCGEEEIIIbRQyj2huU56QoUQQgghhBBC6I30hAohhBBCCCGENvKIllwnR1QIIYQQQgghhN5IT6gQQgghhBBCaCM9oblOLkKFEEIIIYQQQguZmCj3yWW9EEIIIYQQQgi9MVAqlcq8zoQQQgghhBBCvIsSjm7Q2b7Na7bR2b7fZTIcV3wwLtwMy+ss6Iy/ZxEOXX6a19nQmTrlzdhxLiWvs6FTTSsW5PKt0LzOhs6U9yjGTiPvvM6GzjRJDuJMUFReZ0OnArxt8n0dPR2kyOts6FRlb2vO3ojM62zoTCUv23xdhpW9rbl080leZ0OnfD2L5nUWhJ7IRagQQgghhBBCaCP3hOY6uSdUCCGEEEIIIYTeSE+oEEIIIYQQQmhjKP12uU2OqBBCCCGEEEIIvZGeUCGEEEIIIYTQQp4TmvvkIlQIIYQQQgghtDGQwaO5TY6oEEIIIYQQQgi9kZ5QIYQQQgghhNBCKT2huU6OqBBCCCGEEEIIvZGeUCGEEEIIIYTQRiYmynXSEyqEEEIIIYQQQm+kJ1QIIYQQQgghtJB7QnOfHFEhhBBCCCGEEHojF6Hirbm6ujJ79mzV68ePH9OgQQMsLCywtrbOs3wJIYQQQgjx1gwMdLd8oGQ4rsh1s2bN4tGjR1y4cAErK6tX2mbZsmUMGjQIhUKh28y9gT07NrN9y1oUUZG4uJWia+9v8fAuozX9P8cOsmHVIsJCH1PcsSQdA/tSoXI11fsnjx9h/66t3L4VRFxsDFPnLsXV3VMfoWilVCrZvn4Bx/Zv4WlCLKW8/Wnf6weKObjkuN3hXevYu205MYoISrp40bb797h5lle9H/b4HptWzCT4+gVSkp9Rxr867boPx9LaTtchqVEqlezZNJ8TBzfxND4WN+8KtOo2iiI5xBd87QyHdyzh/u1/iVGEETh4LuUr11NLs3bBD5w5+qfaOm/fj+k14nedxKHNrh1b2LZ5naqOdu8zEM8c6ujxvw6xbtViwkIf4+BYgq+69qFieh1NSUlh7YqFnD9zgtDHjzC3sKC8fwBfBfbG1s5eXyGp2H4SgPt33bGqWA5Tx6KcadWP0G0Hct6mZhXKTB9OoTKeJN57xK3JC7i/4g+1NC59O+A+uDsmxYsQc+k6VweNJ/r0ZV2GkiOlUsnmNQs5tPdP4uPj8Cpdnm59h1Hc0TnH7fbu3MTOP1YRHRWJs5sHXXp9Rymvsqr3D+7eyvGje7gTHETi0wR+X7MPi0KFdR2ORrlZTwHWr17C30cPEhH2hIIFC+Lu4U37zj3x8tG+T11KK8PfObT3TxLi4/Aq7UvXVyjDfTs3svOP1URHReDs5knnLGW4+JfJXL14mqjIcExNzfD0KU+7wP44lnTVcUTZKZVKNq1eyKG924iPj8WrtC/d+g3DwdEpx+327tzEji2rM+pp78F4ZIrxwO6tHD+yl5DgIJ4+TWDh2r15Uk91UYZxsdFsXrOQyxdOEhEWiqWlNZWq1uLLjr0xtyikj7BUdu/YwrZM32e69R6U4zn4z7FDrMv0fearQPXPinUrF3LuzAmePH6Y9lnhF0DHwD558lmhczIcN9fJERW5Ljg4mEqVKuHp6UnRokXzOjtv5fjRA6xYNJ9W7bsyZc5iXNw8mDRqMNGKKI3pg65dZu60sdRp0JQpc5dQuWoNfp44grsht1VpkhKf4l3Glw6BffUVxkvt3bqMQ/+3hg69fuT7SSsxNjFj3vh+JD9L0rrNmb/3sGn5DJq27s0P09ZS0tWLeRP6ERMdCaTFOWd8Xwww4NvRvzN0wjKepyTzy5QBpKam6is0AA5tX8xfu1fzZffRDBy/FmMTM36f0ivH+J4lPcXR2Zsvuv2U4759/D5h9ILDquWrb37O7ezn6O+jB1i+8Bdadwhk2txFuLp5MGHkEK119Pq/l5k9bRz1Pm3Cz3MXUblaDaZN+FFVR5OSErkTfJMv23dh2txFDP1xAg/v32XKuBH6DEulgIU5MZeCuDJg7CulN3MtSeVt/yPi8EmOBbTgzrzllP/fBOwbfKJK49C6MaV/HsHNCb9wrMrnxF66zkc7F2NcxFZXYbzUji0r2bNjA137fs+4nxdhYmLGlNGDeJZDHf3nr32sXjyHL9r1YMKs5Ti7ejJl9CCiFZGqNElJifhWrEaL1oF6iEK73K6nAI4lnOjRZxAzf1nGhJ9/oWix4kwY+R3R0Qo9RaVux5aV7N2xgW59v2fsz4sxMTFl6uiBOZbhifQy/Lxd9/Qy9GDq6IFqZehWyodeA0Yy7Zd1DBs7ByUwddQAUp8/10NU6rZvXsWeHRvp1m8Y46cvxtTUjCmjXlZP97Nq0Vy+aN+dibOX4ezmyZRR36rF+CwpEb+KVWnRuos+wtBKF2UYFRmOIjKMDl0HMGXeGnoNHMWlc/+wcN4EfYUFpJ+Di+bTun0gU+cswsXNg4mjvsvx+8zsaWOp26AJ0+YupkrVGkyb+IPaZ8Xt4Bt82a4LU+csZsgPE3n44C5Txw/XZ1jiPSYXoQKATZs2Ub58eczMzLCzs6N+/frEx8dTu3ZtBg0apJa2ZcuWBAYGatyPq6srmzdvZsWKFRgYGKjSzZw5k/Lly2NhYYGTkxP9+vUjLi4OgMOHD9O1a1eio6MxMDDAwMCAMWPGAJCUlMSQIUMoUaIEFhYWfPTRRxw+fFg3B0GDnVvXUa9hM+o0aEJJZzd6fD0UYxNTDu3boTH9rm0b8a/0Ec1bdaCkkyttO/XErZQXe3ZsVqWpWbcRX7bvSnn/AH2FkSOlUsmBnatp3Kon/lXqUNLVi67fjEcRFcaFU4e0brd/+0o+rv8F1eu2xNGpFB16/YSRiSnHD24FIPj6eSLCHtKl/zhKuHhSwsWTwP7juRv8L0FXTukpurT4ju5aSf3Pe1MuoC6OLt607zeZmKgnXDmjvUettH8NGrcdSPnK9XPcfwEjYyyti6gW80Kv1vufW7b/sYH6jZpSt8FnODm70qv/d5iYmnJw706N6f9v2yb8K1WhRav2lHR2pX2nHriV8mLXji0AWFgUYtTEmVSvUZcSJZ3x8ilLj76DuH0riLAnofoMDYCwPUe5MXo2oX/uf6X0Lr3a8fTOfa4Nm0rc9dv89+tqHm/eg9vAQFUat0Fdubd4A/eXbyHuWjCX+43meUIiToGtdBRFzpRKJbu3radlm64EVK2Js5snfb8djSIynLMnjmrdbtefa6nzaQtq1W9KSWc3uvX7HhMTU47sz2ifGrdoR/MvO+PhXVbrfvQht+spQI3aDfCtEEAxB0ecXNzo0rM/CQnx/HcnWF9hqaSV4TpatOlKpaq1cHbzpM+3Y9LL8IjW7TLKsBklnN3p2m94ehluV6Wp2+hzfMpVoEgxR9xK+dC6Y28iwkMJe/JIH6GpZNTTwPR66kHfb0ehiAznTA719P+2rqVOw+bUTq+n3fsNw8TEhCP7stTT1p3x8Cmnj1A00lUZOrmUYuCIqVSsUoNiDiUp6xdA66/6cv7UMZ4/T9FXeOzYul71fcbJ2Y1eXw/B2MSUg/s0n4M7Vedg2veZdp164F7Ki92ZPysmzFL7rOje59s8+6zQNaWBgc6WD5VchAoePXpE+/bt6datG9euXePw4cN88cUXKJXK197X6dOnadSoEW3atOHRo0fMmTMHAENDQ+bOncvVq1dZvnw5Bw8eZNiwYQBUr16d2bNnY2lpyaNHj3j06BFDhgwBoH///vzzzz+sW7eOS5cu0bp1axo1asTNmzdz7wBokZKczO1bN9QuFg0NDSnvH8DN61c1bnPj+hXKZbm49Kv4ETeuX9FpXt9G+JMHxCjCKe37kWqdmUVh3DzLc/vGRY3bpCQnc/f2NbVtDA0NKV3+I24HXUpLk5KMAQYUNDJWpSlobIKBgSG3rp3XUTTZRT65T6wiHK9yVVXrzMwL41zKl/9uao7vdQT/e5rRvWswZXATNi0eR3ys4q33+aqS0+uob7Y6WokgrXX0Kr7+ldTW+Veswg0t6QES4uMxMDDAopB+h469Ceuq/oQf/EdtXdi+Y9hU9QfAwMgIq4plCT9wPCOBUkn4weNYV62gx5xmyl/oQxRREZT1q6xaZ25RiFJeZbkZpHmIcEpyMnduBVHOP2MbQ0NDyvlV5ub1vBtWrIk+6mlycjL7dm3D3KIQrm6lci/zrygs9CHRURGU86uiWvdqZXidsv4Z2xgaGlLWrzK3tJRhYuJTjh7YQZFijtjZF8vdIF7iSXo9zVzn0mIsw00tn3GqeuqXpZ76V+Zm0Lv1uaivMgRISIjDzNyCAgX0c1dcxjmYcU4ZGhri6x+g9Zy6cf2K2jkL4FexSo7fZxIS3p/PCpH35J5QwaNHj0hJSeGLL77AxSXtHrny5cu/ZCvNihQpgomJCWZmZhQvXly1PnNvqqurKxMmTKBPnz78+uuvGBsbY2VlhYGBgdo2d+/eZenSpdy9exdHR0cAhgwZwu7du1m6dCmTJk3SmIekpCSSktSHzpiYmLx2LDEx0aSmPsfKWn2InpW1LQ/v/6dxG0VUJNbWNlnS26gNO3rXxESFA2S7T7OwlS0xigiN28TFRpGa+hxLqyzbWNvx+EEIAG6e5TE2NeOPVbNp2eEblEr4Y/UcUlOfE6MIz/1AtIiJTvtbha3U71EpbGX31vnw8fuE8pXrY1e0JOGh99i1fjYLp/ZmwLg1GBoWeKt9v4pYVR1Vr3PW1rY8uHdX4zZpdTRrnbZBEaW5jj57lsSqpb/xca16mJtb5E7GdcikmD1JoerlmhQajpFVYQxNTTCyscKwYEGSnkRkSROBhbe7PrOqoohKy4umtubFe1nFxig0tk+W1jY8TD8H3xW6rKdnTh1n9tSxJCUlYmNrx6gJM7C0ss7V/L+KF+Vkma08bInWcm5pK0Mra1sePVD/jNn3f5tYt2w+SYlPcSjhwvBx8yhoZJSLEbxcdA71NPpl9dTm1T9H84quyzDzNlvXL6FOw5Zvn+lXFKv1+4wND3L4PpM1vbW1LQot32fSPisW8HHN+u/FZ8Vrk3tCc50cUYGfnx/16tWjfPnytG7dmoULFxIVpfkegTe1f/9+6tWrR4kSJShcuDCdOnUiIiKChIQErdtcvnyZ58+f4+XlRaFChVTLkSNHCA7WPtxq8uTJWFlZqS2TJ0/O1XjeZyeP7mTgV9VUi66GAxW2sqXX4GlcOnOUgV9V59vOn/A0PhZn99IY6LAxP3tsByMCA1RLaoruhjtVqP4Z5QLq4uDsRfnK9eg+9FfuBV/h1r+ndfY39SklJYWZk0ejREmvr7/L6+zkG38f3k23NnVUiz6H5OU35Xwr8PO8xUyc/iv+Faswc8porfe45aa/D++me5vaqkXXZfhxrUZMnL2Cnyb9RvESzsyb9kOO9ynmhmOH99C1dV3V8lyHbWle0HcZQloP6PRxgynh5MYX7Xvq/O/pS0pKCjOnjAaU9JTPCr345ZdfcHV1xdTUlI8++ohTp7Tf5rRw4UJq1KiBjY0NNjY21K9fP1v6wMBA1S1xL5ZGjRrpNAbpCRUUKFCAffv2cfz4cfbu3cu8efP48ccfOXnyJIaGhtmG5SYnJ7/W/kNCQmjatCl9+/Zl4sSJ2NracuzYMbp3786zZ88wNzfXuF1cXBwFChTg7NmzFCig3qtUKIehHiNGjGDw4MFq60xMTLh2N+a18m1paYWhYYFsvZjRikisbTTP7mptY4siyxegaEVUtl8T85Jf5dpqM9impDwDIEYRgZVNEdX62OhISrp6adxHocI2GBoWICZa/dfvWEUEltYZPY5l/Ksz4ZcdxMVEYVigAOYWlgzrUQ/7YiVyMyQ1ZSvVwcUjU3zp9TU2OhxLtfgiKOHqk6t/266YExaFbYh4fBcyDf/VlcKqOqpe5xSKSKxtNNe5tDqatU5HZUv/4ktFWFgoYybNfm9+2U4KDcekmHqvt0kxe5KjY0lNTOJZeBSpKSmYFLXLksaOpMf66aGvWKWG2uynKSlpdTRaEYmNbUbeoxWRuGiZObuwpbXG9ilGEYWVnmeffhld1lNTUzMcHEvi4FgSL5+y9O/ZngN7d/JFm69yN4gstJVhTJYyjFFE4vyaZRityN4DZW5RCHOLQhR3dMbDuxy9O9TnzD+HqV6rYW6FlE2lKp/g4ZUxc+qLtlRzPdX8WaGKMerVP0f1Rd9l+DQhnp/HDMLUzJxBP0ylYEH9fQUvrPX7TFSO32eyplcoso9QSPusGEX4k8eMnjTnvfmseF1K3p17N9evX8/gwYP57bff+Oijj5g9ezYNGzYkKChI44Sghw8fpn379lSvXh1TU1OmTp3Kp59+ytWrVylRIuP7WKNGjVi6dKnq9ZuMInwd0hMqADAwMODjjz9m7NixnD9/HmNjY/744w+KFCnCo0cZkx88f/6cK1de7z6Os2fPkpqayowZM6hatSpeXl48fPhQLY2xsTHPs8z0V6FCBZ4/f86TJ0/w8PBQWzIP283KxMQES0tLteVNTqSCRka4e3hx+eJZ1brU1FSuXDyLp4/mST68fMpx5cIZtXWXz5/GKw8nW8jK1MyCog7OqsWhZCksre25fjnjV7GnCXHcuXkZdy8/jfsoaGSEs3tptW1SU1O5fvkU7t6+2dIXsrTB3MKS65dPERsdiW9A7VyP6wVTMwvsi7uolmIlS1HY2p6bV06q0iQmxHE3+BIunprje1OKiMckxCkobG3/8sS5wOhFHb2gXkcvXziHt9Y6WpbLF8+prbt4/jRePpm/jKVdgD56eJ9RE2dR2FK/ky29DcWJC9jVVf8BwL5edaJOXABAmZxM9Lmr2NfNeNQHBgbY1amG4oR+7lU2M7eguKOTainh5Ia1jR1XL2b0oCckxBN84yqe3ppvjShoZISbh7faNqmpqVy5dBpPnze7nUJXdFVPNVGmKklOfvb2mX4JTWVola0M416hDH2yleHVS6fxyKEMlShRKpWqiyZdyRaj84t6mvEZl1ZP/8VTy2ecqp5eytgmNTWVqxfP4Omdt5+L+izDhIQ4po4eQIGCRgz+aTrGxrr9cp+VkZbvM5cvntV6Tnn5lFM7ZwEunT+j9n3mxQXo44f3GfmefVa8z2bOnEnPnj3p2rUrZcqU4bfffsPc3JwlS5ZoTL969Wr69euHv78/Pj4+LFq0iNTUVA4cUJ+c0cTEhOLFi6sWGxsbjfvLLXIRKjh58iSTJk3izJkz3L17ly1bthAWFkbp0qWpW7cuO3fuZOfOnVy/fp2+ffu+9rM8PTw8SE5OZt68edy+fZuVK1fy22+/qaVxdXUlLi6OAwcOEB4eTkJCAl5eXnTs2JHOnTuzZcsW7ty5w6lTp5g8eTI7d2qezS23NWnZjoN7tnPkwC7u3wth0a/TSUp8Su36TQCYP2M8a5ZlxNK4eWsunjvJ9i1reXDvPzauXkzwres0bJox62ZcbAwht2/y4G4IAA/v3yXk9k2t937pmoGBAfWadGTX5oVcPH2YB//dZNm8n7C2KYJ/lTqqdLPG9OLQrnWq1/WbdeLY/i38c3gbj+7fZu3CiTxLekr1Oi1UaY4f3MrtG5cIe3yPk0d3snDGUOo1/YriJVz1Gl/Nxp3Yv/V/XDlzkEd3b7BmwQgsbYpSLiDjuZ8LJnTj2J7VqtdJifE8CLnGg5BrAESG3edByDWiwh+q3t++ejr/3bxIZNgDblw5wdIZ32BXzBkfv0/Ql2aft2H/nh0c3r+L+3dDWPjLDJISn1KnwWcAzJ0xkdXL/qdK/1nzL7lw9iTbtqzjwb3/WL96CbdvBdG46RdA2peK6ZNGEnzzOgOHjCT1+XOiIiOIiox47VEQuaGAhTmWfj5Y+qX1Wpu7lcTSzwdTJwcAvCcMxm/pVFX6/35fh7mbEz6Th2Lh7Y5Lnw44tG7MnTnLVGnuzF6KU/c2lOjUkkI+7pT7ZQwFLcy4t3wLecHAwIBGzduydcMyzp48yt2QW/w2ayzWtvZUqlpTlW7ST/3Zu2Oj6nXjFu05tHcbRw/s5MG9OyxdMI2kxERq1WuiSqOIiiDk9g1CH90H4N5/wYTcvkFcbLT+AiT362li4lNWL/+dG9evEvbkMcE3g/hl9hQiI8Kp/kkdjXnQpbQybMfWDUs5e/Io90Ju8T9VGdZSpZv009fZyvDw3j8zleHU9DJsCsCTxw/YtnEZd25dIzzsMTeuXWLu1B8wNjHBr1L1PIixLX+sX8bZk39xN+QWC2aOw9rWnoBM9XTij/3ZkynGz1q259CeF/U0hCW/TiMxMZFa9Zuq0qjq6cO8q6e6KsOEhDimjhpAUmIiPb/5kacJ8SiiIlBERej1MTtNW7blwJ4dHE7/PrPw1/RzsH7aOThvxgRWZ/o+06T5l1w4d5Lt6efghtVLCL51nUaZPitmTB7J7VtBDBgyitTUVKKiIoiKypvPCl1TGhjqbElKSiImJkZtyTq3yQvPnj3j7Nmz1K+fMXO/oaEh9evX559//tG4TVYJCQkkJydja6veq3348GGKFi2Kt7c3ffv2JSJCt99LZTiuwNLSkqNHjzJ79mxiYmJwcXFhxowZNG7cmOTkZC5evEjnzp0pWLAg3377LXXqvN4HvJ+fHzNnzmTq1KmMGDGCmjVrMnnyZDp37qxKU716dfr06UPbtm2JiIhg9OjRjBkzhqVLlzJhwgS+++47Hjx4gL29PVWrVqVp06Y5/MXcU71mPWKiFWxYtQhFVCSu7h6MGDdDNSQsIiwUQ8OM33K8S5fnm6GjWb9yIetW/E5xx5IM/XEyzq4ZE56cOXmMBbMzJlWaM200AF+270rrjt31EldWn7YMJCnpKav/N56E+Fg8fCrwzU+/YpTp19qw0HvExWQMpwv4uCGxMVFsX7eAGEU4JV29+ebHX9UmOAp9+B9b18wjPi4auyKONG7Vg3pNdTtMTpM6zbrzLOkpmxaN4WlCLG7eFek1/H9q8UWE3lOb2fbe7assGN9V9XrbymkABNRsQfu+kzA0LMDDu0GcOfonT+NjsLQpirdvdRq1/kZtRmBd+zi9jq5btURVR38cN11VR8PDQjHMNAW8T5nyDBw6inUrF7Fm+UIcSpRk2E8TVXU0MiKMMyf/BmDIN93U/taYyXMo56vfGWStKpWj2oGVqtdlpv8AwL0VW7jUfQQmDkUwS78gBXgacp/TzXtTZsYIXL/pTOL9x1zu/RPh+46p0jzauAvjIrZ4jR6ASfEixFy8xqmmPXj2JG9+CAJo+kUnkhITWfzLFBLi4/Aq48v3Y2ar9ZiEPr5PbIxC9bpajQbERivYtGYh0VERuLh78v2YWVhlGl53YNcWtqxbrHo9fkQfAHoN/En1JVkfcrueGhoa8uDefxw5sJuY6GgKW1pSytOH8dPm4eTipre4Mksrw6cs+WVyehn6MWzMHLUyfPL4gVoZVq3RgJhoBZvX/J5ehl4MGzNbVYZGRsYE/XuB3dvWER8fi5W1LT5lKzBq6qI8uc2jWauvSEp8yqL5GfV0+NhZWerpA2JjMi4eq9WoT0x0FJtWL0KRXk+Hj52lNlnR/l1/sGVtRj0dNzztOdq9B/5ErfoZP6romi7KMCQ4iOAbaTPQftdb/TFQsxb+QZFijroPjIxzcP2qxVrPQQPDjHPQu3R5Bg4dzdqVC1mz4nccHEsy7MdJWT4r0trVoQO6qv2tMZPmUlbPnxXvs8mTJzN2rPqzsF98D84qPDyc58+fU6yY+uzYxYoV4/r166/0977//nscHR3VLmQbNWrEF198gZubG8HBwfzwww80btyYf/75J9stcbnFQPkmz+EQ4j104WZYXmdBZ/w9i3Do8tO8zobO1Clvxo5z+WtSjKyaVizI5Vv579lqL5T3KMZOI++8zobONEkO4kyQ7ifEyUsB3jb5vo6eDlLkdTZ0qrK3NWdvvLuztb+tSl62+boMK3tbc+nmk7zOhk75ema/p/FdoLhwWGf7NitdTeNTHTTdSvbw4UNKlCjB8ePHqVYt47aSYcOGceTIEU6ePJltm8ymTJnCtGnTOHz4ML6+2W+feuH27duUKlVKNbGoLkhPqBBCCCGEEEJooTTQ3cRE2i44NbG3t6dAgQKEhqr/IBgaGprjfCkA06dPZ8qUKezfvz/HC1AAd3d37O3tuXXrls4uQuWeUCGEEEIIIYR4xxkbG1OpUiW1SYVeTDKUuWc0q2nTpjF+/Hh2795NQEDAS//O/fv3iYiIwMHB4aVp35T0hAohhBBCCCGEFkodPt/8dQ0ePJguXboQEBBAlSpVmD17NvHx8XTtmnZvbufOnSlRogSTJ08GYOrUqYwaNYo1a9bg6urK48ePgbTHHRYqVIi4uDjGjh1Lq1atKF68OMHBwQwbNgwPDw8aNtTdY6DkIlQIIYQQQggh3gNt27YlLCyMUaNG8fjxY/z9/dm9e7dqsqK7d++qTZq5YMECnj17xpdffqm2nxeTHxUoUIBLly6xfPlyFAoFjo6OfPrpp4wfP16nzwqVi1AhhBBCCCGE0EaH94S+if79+9O/f3+N7x0+fFjtdUhISI77MjMzY8+ePbmUs1f37vQtCyGEEEIIIYTI96QnVAghhBBCCCG0eJfuCc0v5IgKIYQQQgghhNAb6QkVQgghhBBCCC2UvFv3hOYHchEqhBBCCCGEEFrIcNzcJ0dUCCGEEEIIIYTeSE+oEEIIIYQQQmjzjj2iJT+QnlAhhBBCCCGEEHojPaFCCCGEEEIIoYVS+u1ynRxRIYQQQgghhBB6Y6BUKpV5nQkhhBBCCCGEeBeFXjurs30XK11JZ/t+l8lwXPHBuHTzSV5nQWd8PYtyOkiR19nQmcre1ly4GZbX2dApf88i+b4MzwRF5XU2dCbA24adRt55nQ2dapIclO/b0fM3w/M6GzpVwdM+X8dYwdOeszci8zobOlPJyzZfxwdpMYoPg1yECiGEEEIIIYQW8pzQ3CcXoUIIIYQQQgihhRJ5REtuk8t6IYQQQgghhBB6Iz2hQgghhBBCCKGFDMfNfXJEhRBCCCGEEELojfSECiGEEEIIIYQWSgO5JzS3SU+oEEIIIYQQQgi9kZ5QIYQQQgghhNBCZsfNfdITKoQQQgghhBBCb6QnVAghhBBCCCG0kNlxc59chAohhBBCCCGEFjIcN/fJZb0QQgghhBBCCL2RnlAhhBBCCCGE0EKG4+Y+OaIfAFdXV2bPnq3TvxESEoKBgQEXLlx45W0MDAzYunWrzvIkhBBCCCGEePdIT6h4bYGBgSgUCrULSCcnJx49eoS9vf0r7+fRo0fY2NgAaRexbm5unD9/Hn9//1zO8dvZvWML27asRREViYtbKbr1HoSndxmt6f85doh1qxYRFvqY4o4l+SqwDxUrVwMgJSWFdSsXcu7MCZ48foi5hQXl/QLoGNgHW7tXP3a5TalUsnnN7xza+ycJ8XF4lfala99hFHd0znG7fTs3svOP1URHReDs5knnXt9RyqssAHGx0Wxes5DLF04SERaKpaU1larW4suOvTG3KKSPsFT27NjM9kxl2LX3t3jkWIYH2ZCpDDsG9qVCehkCnDx+hP27tnL7VhBxsTFMnbsUV3dPfYSiVX4vw7T4FnJo75/Ex8fhVbo83V4hvr07N7Hzj1VER0Xi7OZBl0zxARzcvZXjR/dwJziIxKcJ/L5mHxaFCus6HDW2nwTg/l13rCqWw9SxKGda9SN024Gct6lZhTLTh1OojCeJ9x5xa/IC7q/4Qy2NS98OuA/ujknxIsRcus7VQeOJPn1Zl6HkKL+3pWntzBpVXXtZO3Pi2EE2rFqoiq9DYF8qVK6uel+pVLJx9SIO7tlOfHws3qV96d5vCA4lnPQRTja5Hd+p44fZt2srd9Lb0Slzl+Lq7qWPULRSKpVsWr2QQ3u3ER8fi1dpX7r1G4aDY87HfO/OTezYsjqjnek9GI9M7cyB3Vs5fmQvIcFBPH2awMK1e/XezkD+j0+X5J7Q3Cc9oSJXFChQgOLFi1Ow4Kv/rlG8eHFMTEx0mKu39/fRAyxfNJ/W7QOZOmcRLm4eTBz1HdGKKI3pg65dZva0sdRt0IRpcxdTpWoNpk38gbshtwFISkrkdvANvmzXhalzFjPkh4k8fHCXqeOH6zOsbHZsWcneHRvo1vd7xv68GBMTU6aOHsizZ0latznx1z5WL57D5+26M2HWcpxdPZg6eiDRikgAoiLDUUSG0aHrAKbMW0OvgaO4dO4fFs6boK+wADh+9AArFs2nVfuuTJmzGBc3DyaNGpxjGc6dNpY6DZoyZe4SKletwc8TR6jKECAp8SneZXzpENhXX2G8VH4uQ0iLb8+ODXTt+z3jfl6EiYkZU0YPyjG+f9Lj+6Jdj/T4PJkyepAqPkg7J30rVqNF60A9RKFZAQtzYi4FcWXA2FdKb+Zaksrb/kfE4ZMcC2jBnXnLKf+/Cdg3+ESVxqF1Y0r/PIKbE37hWJXPib10nY92Lsa4iK2uwshRfm9Ljx/dz8pF8/iyfTcmz1mCi5sHk1/azoxJb2eWElC1BtMnjuBepnZm2+bV7N6+iR5fD2XCjIWYmJoyedTgHOu8rugivsTERHzesXZ0++ZV7NmxkW79hjF++mJMTc2YMupl7cx+Vi2ayxftuzNx9jKc3TyZMupbtXbmWVIifhWr0qJ1F32EoVV+j0+8X+QiVM9SU1OZNm0aHh4emJiY4OzszMSJEwG4fPkydevWxczMDDs7O3r16kVcXJxq28DAQFq2bMn06dNxcHDAzs6Or7/+muTkZFWaJ0+e0KxZM8zMzHBzc2P16tVqf1/TsFmFQoGBgQGHDx9Wrbt69SpNmzbF0tKSwoULU6NGDYKDgxkzZgzLly/nzz//xMDAQLVd5v2mpqZSsmRJFixYoPa3z58/j6GhIf/99x+gPhzXzc0NgAoVKmBgYEDt2rU5evQoRkZGPH78WG0/gwYNokaNGm9WAK9px9b11GvYjDoNmuDk7Eavr4dgbGLKwX07NabfuW0T/pWq0KJVB0o6udKuUw/cS3mxe8cWACwsCjFqwiyq16hLiZLOePmUpXufb7l9K4iwJ6F6iSkrpVLJ7m3raNGmK5Wq1sLZzZM+345BERnO2RNHtG6368+11Pm0BbXqN6OEsztd+w3HxMSUI/u3A+DkUoqBI6ZSsUoNijmUpKxfAK2/6sv5U8d4/jxFX+Gxc+s6VRmWdHajx9dDMTYx5dC+HZrj2rYR/0of0Ty9DNt26olbKS/27NisSlOzbiO+bN+V8v4B+gojR/m9DNPiW0/LNl0JqFoTZzdP+n47Oj2+o1q3y4ivKSWd3ejW7/v0+DLKvnGLdjT/sjMe3mW17kfXwvYc5cbo2YT+uf+V0rv0asfTO/e5Nmwqcddv89+vq3m8eQ9uAwNVadwGdeXe4g3cX76FuGvBXO43mucJiTgFttJRFDnL723pzq3rqduwGbXV2hkTDmttZzbgV+kjmrXqSAknV9p26pXezmwC0ur8rj838HnbLgRUrYGLmwdfDx5JVGQ4Z/75S5+hAbkfH6S1o63ad6Ocf2V9hZGjjHYmML2d8aDvt6NQRIZzJod25v+2rqVOw+bUTm9nuvcbhomJCUf2ZWlnWnfGw6ecPkLRKL/Hp2tKA0OdLR+qDzfyPDJixAimTJnCyJEj+ffff1mzZg3FihUjPj6ehg0bYmNjw+nTp9m4cSP79++nf//+atsfOnSI4OBgDh06xPLly1m2bBnLli1TvR8YGMi9e/c4dOgQmzZt4tdff+XJkyevlccHDx5Qs2ZNTExMOHjwIGfPnqVbt26kpKQwZMgQ2rRpQ6NGjXj06BGPHj2ievXqatsbGhrSvn171qxZo7Z+9erVfPzxx7i4uGT7m6dOnQJg//79PHr0iC1btlCzZk3c3d1ZuXKlKl1ycjKrV6+mW7durxXTm0hOTub2rRv4+ldSrTM0NMTXP4Ab169q3ObG9Sv4Zrkw8atYhRvXr2j9OwkJ8RgYGGBRSL/DG18IC31IdFQE5fyqqNaZWxSilFdZbgZpHrqXkpzMnVvXKeufsY2hoSFl/Spz67r24X4JCXGYmVtQoIB+7gRISS/DzBeLhoaGlPcP4GYOZVguWxl+lGMZ5rX8XIaQFp8iKoKyfhlfVl8tviC1L7iGhoaU86vMzRziex9YV/Un/OA/auvC9h3Dpqo/AAZGRlhVLEv4geMZCZRKwg8ex7pqBT3mNE1+b0tf1LXyWepaef8Arfm9ef1qth+x0tqZtOPxJL3OZ05jblEID+8yem+LdBHfu+jFMc/cZqS1M2W4qSVOVTvjl6Wd8a/MzaB36zMjv8cn3j9yT6gexcbGMmfOHObPn0+XLmlDFkqVKsUnn3zCwoULSUxMZMWKFVhYWAAwf/58mjVrxtSpUylWrBgANjY2zJ8/nwIFCuDj40OTJk04cOAAPXv25MaNG+zatYtTp05RuXJag7F48WJKly79Wvn85ZdfsLKyYt26dRgZGQHg5ZVxn4aZmRlJSUkUL15c6z46duzIjBkzuHv3Ls7OzqSmprJu3Tp++uknjemLFCkCgJ2dndp+u3fvztKlSxk6dCgA27dvJzExkTZt2mj920lJSSQlqQ8teZNhv7Ex0aSmPsfKWn34mpW1DQ/u/6dxG0VUZLb01ta2KDINW8ns2bMkVi1dwMc162NubvHaecwNiqgIACyz5NvS2pboKM35jo1RaDk2tjx6oPnYxMYo2Lp+CXUatnz7TL+iGK1laMvDHMrQ2tomS3obtaFH75r8XIaQEZ+mvL54Lytt8Vla2/DwQYhO8qkvJsXsSQoNV1uXFBqOkVVhDE1NMLKxwrBgQZKeRGRJE4GFt7s+swrk/7Y0Jodz6cH9uxq3UURFaEwfrYhIfz9StS5rGoVCc53XFV3E9y6KzqGdiX5ZO2Pz6p8xeSW/x6drck9o7pOeUD26du0aSUlJ1KtXT+N7fn5+qgtQgI8//pjU1FSCgoJU68qWLUuBAgVUrx0cHFQ9ndeuXaNgwYJUqpTxa7OPjw/W1tavlc8LFy5Qo0YN1QXom/D396d06dKq3tAjR47w5MkTWrdu/Vr7CQwM5NatW5w4cQKAZcuW0aZNG7XjlNXkyZOxsrJSWyZPnvzGsehKSkoKM6eMBpT0/Po7vf3dvw/vpnub2qpFH8MqExLimD5uMCWc3PiifU+d/738Lr+X4d+Hd9OtTR3Vos+hv+L9k1dtqXi/HTu8h66t66qW5yn5q53J7/Hpm9LAQGfLh0p6QvXIzMzsrfeR9cLQwMCA1NTUV97e0DDtdwelUqlal/meUsidfEJab+iaNWsYPnw4a9asoVGjRtjZ2b3WPooWLUqzZs1YunQpbm5u7Nq1S+3eVU1GjBjB4MGD1daZmJgQdDf6tf52YUsrDA0LZOsBi1ZEYW2jOQ5rG9ts6RWKSKyz/PKY9qVpFOFPHjN60hy9/nJfsUoNtdlBU1LSyj9GEYmNbcaskjGKSJy1zPha2NJay7HJ3nvxNCGen8cMwtTMnEE/TH2tyavelqXWMozMsQwVWSbbiFZEZYsrL+X3MtQWX3SW+KIVkbi8ZnwxiiisrF+vHXrXJIWGY1JMfQZYk2L2JEfHkpqYxLPwKFJTUjApapcljR1Jj9V7UPUhv7alL1jmcC5Z22huN6xt7LSce3bp79uq1mWr8276nYlbF/G9CypV+QQPr4zZfVOSc2pnNM/aq2pnol79M0Zf8nt84v0nPaF65OnpiZmZGQcOZJ96v3Tp0ly8eJH4+HjVur///htDQ0O8vb1faf8+Pj6kpKRw9uxZ1bqgoCAUCoXq9Ythr48ePVKty/psT19fX/76669sF6cvGBsb8/z585fmp0OHDly5coWzZ8+yadMmOnbsqDWtsbExgMb99ujRg/Xr1/P7779TqlQpPv744xz/romJCZaWlmrLmwzHNTIywt3Di8sXM45namoqly+exctH8yQmXj7luHzhrNq6S+fP4JXpZv0XX5oeP7zPyImzKGxp9dp5extm5hYUd3RSLSWc3LCysePqxdOqNAkJcQTfuIqnd3mN+yhoZISbh4/aNqmpqVy9dBoPn4xtEhLimDp6AAUKGjH4p+kYG+t3NuSCWsrwysWzeOZQhlcunFFbd/n8abUyzGv5vQw1xWedLb74V4jPO1t8Vy6dxtNH8zbvC8WJC9jVraq2zr5edaJOXABAmZxM9Lmr2NfNeKwQBgbY1amG4sR5PeY0TX5tS194UdeuXMxoN160M9raDU+fslzJFt9p1fEoWswRaxs7tTQJCfHcCvpX722RLuJ7F2RrZ5xftDMZcaa1M//iqSVOVTtzSf3YXL14Bk/vvP3MyO/x6ZtSaaCz5UMlF6F6ZGpqyvfff8+wYcNYsWIFwcHBnDhxgsWLF9OxY0dMTU3p0qULV65c4dChQ3zzzTd06tRJdT/oy3h7e9OoUSN69+7NyZMnOXv2LD169FDr2TQzM6Nq1apMmTKFa9euceTIkWz3afbv35+YmBjatWvHmTNnuHnzJitXrlQNC3Z1deXSpUsEBQURHh6u9WLV1dWV6tWr0717d54/f07z5s215r1o0aKYmZmxe/duQkNDiY7O6LVs2LAhlpaWTJgwga5du77SscgtTVu25cCeHRw+sIv790JY+OsMkhKfUqf+ZwDMmzGB1ct+U6Vv0vxLLpw7yfYt63hw7z82rF5C8K3rNGr6BZD2pWnG5JHcvhXEgCGjSE1NJSoqgqioCK3HUdcMDAxo1LwdWzcs5ezJo9wLucX/Zo3F2taeSlVrqdJN+ulr9u7YqHrduEV7Du/9k6MHdvLg3h2WLphKUmIiteo1BdIvXkYNICkxkZ7f/MjThHgUUREooiJIfYUfMXJLk5btOLhnO0fSy3DRr9NJSnxK7fpNAJg/YzxrMpVh4+atuXjuJNu3rOXBvf/YuHoxwbeu07BpxqyicbExhNy+yYO7IQA8vH+XkNs3td6fqGv5vQzT4mvL1g3LOHvyKHdDbvGbKr6ameLrny2+Q3u3ZYpvWnp8TVRpFFERhNy+Qeij+wDc+y+YkNs3iIt9vZETb6OAhTmWfj5Y+vkAYO5WEks/H0ydHADwnjAYv6VTVen/+30d5m5O+EweioW3Oy59OuDQujF35ixTpbkzeylO3dtQolNLCvm4U+6XMRS0MOPe8i16iyuz/N6WNmnZNr2d+T8e3Ath8a/T0+paejvzy4zxrF2WMWN84+ZtuHjuBDsytTO3b12nYdMvgbQ637hFG/5Yv5wzJ//ibkgwv84cj42tPQHV9DM7vC7jgxft6A0e3L0DvGhHb+RxO9qWP9Yv4+zJv7gbcosFM8dhbWtPQKZ2ZuKP/dmTqZ35rGV7Du150c6EsOTXaSQmJlKrflNVGlU78zDv2pn8Hp94/8hwXD0bOXIkBQsWZNSoUTx8+BAHBwf69OmDubk5e/bsYeDAgVSuXBlzc3NatWrFzJkzX2v/S5cupUePHtSqVYtixYoxYcIERo4cqZZmyZIldO/enUqVKuHt7c20adP49NNPVe/b2dlx8OBBhg4dSq1atShQoAD+/v6qHsiePXty+PBhAgICiIuL49ChQ7i6umrMT8eOHenXrx+dO3fOcZhvwYIFmTt3LuPGjWPUqFHUqFFDNezW0NCQwMBAJk2aROfOnV/reLytj2vWIyZawfpVi1FEReLq7sGP46arhiCFh4ViYJjxK5Z36fIMHDqatSsXsmbF7zg4lmTYj5Nwdk2bDCQyIowzJ48BMHSA+gX1mElzKeur/5krAZp+0YmkxKcs+WUyCfFxeJXxY9iYOWq9Xk8ePyA2RqF6XbVGA2KiFWxe8zvRURG4uHsxbMxsrNKH6IQEBxF8I20mxO96qz8WYtbCPyhSzFH3gQHV08tww6pFqjIcMW6GqgwjwkJVw9QhrQy/GTqa9SsXsm7F7xR3LMnQHyeryhDgzMljLJg9SfV6zrTRAHzZviutO3bXS1xZ5ecyhBfxJbL4lynp8fny/ZjZavGFPr6vFl+1Gg2IjVawac3C9Pg8+X7MLFV8AAd2bWHLusWq1+NH9AGg18CfVBfjumZVqRzVDmTMAl5m+g8A3FuxhUvdR2DiUASz9AtSgKch9zndvDdlZozA9ZvOJN5/zOXePxG+75gqzaONuzAuYovX6AGYFC9CzMVrnGrag2dP8uYLfn5vS6vXrE9MtIKN6e2Mi7snwzO1M5ri+2boGNav/J11K/5HcceSDPlxMk6Z2pnmrTqSlPiUhfOmkRAfh3cZX4aPm6H3ESW6iu/Myb/4LVM7Oje9HW3VvluetaPNWn1FUuJTFs3PaGeGj52VpZ15QGxMxsVVtRr1iYmOYtPqRSjS25nhY2epTeazf9cfbFmb0c6MG572bNTeA39SXcjrQ36PT5eU0m+X6wyUmW8OFOId1b17d8LCwti2bdsb7+PSzdd7VM37xNezKKeDFHmdDZ2p7G3NhZtheZ0NnfL3LJLvy/BMkOYH2+cHAd427DR6tVsn3ldNkoPyfTt6/qb+75nVpwqe9vk6xgqe9py98e7OZP62KnnZ5uv4IC3Gd9HNYN3NBuxZKvujCz8E0hMq3mnR0dFcvnyZNWvWvNUFqBBCCCGEEG9CHtGS++QiVLzTWrRowalTp+jTpw8NGjTI6+wIIYQQQggh3pJchIp32ssexyKEEEIIIYQuSU9o7pOLUCGEEEIIIYTQQi5Cc59M9SSEEEIIIYQQQm+kJ1QIIYQQQgghtJCe0NwnPaFCCCGEEEIIIfRGekKFEEIIIYQQQgulUnpCc5v0hAohhBBCCCGE0BvpCRVCCCGEEEIILeSe0NwnPaFCCCGEEEIIIfRGekKFEEIIIYQQQgvpCc19chEqhBBCCCGEEFrIRWjuk+G4QgghhBBCCCH0RnpChRBCCCGEEEILeURL7jNQKpXKvM6EEEIIIYQQQryLLt18orN9+3oW1dm+32XSEyo+GFdvPcrrLOhMWQ8Hzt8Mz+ts6EwFT3su3AzL62zolL9nEc7eiMzrbOhMJS9bLt8Kzets6Ex5j2I6/ZLyLvD1LMpOI++8zobONEkOytfnIKSdh6euR+d1NnSmio9Vvo/vQ2hn3kWp79g9ob/88gs///wzjx8/xs/Pj3nz5lGlShWt6Tdu3MjIkSMJCQnB09OTqVOn8tlnn6neVyqVjB49moULF6JQKPj4449ZsGABnp6eOotB7gkVQgghhBBCiPfA+vXrGTx4MKNHj+bcuXP4+fnRsGFDnjzR/APF8ePHad++Pd27d+f8+fO0bNmSli1bcuXKFVWaadOmMXfuXH777TdOnjyJhYUFDRs2JDExUWdxyEWoEEIIIYQQQmihxEBny+uaOXMmPXv2pGvXrpQpU4bffvsNc3NzlixZojH9nDlzaNSoEUOHDqV06dKMHz+eihUrMn/+/LTYlEpmz57NTz/9RIsWLfD19WXFihU8fPiQrVu3vs1hy5FchAohhBBCCCFEHkhKSiImJkZtSUpK0pj22bNnnD17lvr166vWGRoaUr9+ff755x+N2/zzzz9q6QEaNmyoSn/nzh0eP36slsbKyoqPPvpI6z5zg1yECiGEEEIIIYQWSqWBzpbJkydjZWWltkyePFljPsLDw3n+/DnFihVTW1+sWDEeP36scZvHjx/nmP7Fv6+zz9wgExMJIYQQQgghhBZvMmz2VY0YMYLBgwerrTMxMdHZ33tXyEWoEEIIIYQQQuQBExOTV77otLe3p0CBAoSGqs82HxoaSvHixTVuU7x48RzTv/g3NDQUBwcHtTT+/v6vGsZrk+G4QgghhBBCCKGFLofjvg5jY2MqVarEgQMHVOtSU1M5cOAA1apV07hNtWrV1NID7Nu3T5Xezc2N4sWLq6WJiYnh5MmTWveZG6QnVAghhBBCCCHeA4MHD6ZLly4EBARQpUoVZs+eTXx8PF27dgWgc+fOlChRQnVf6cCBA6lVqxYzZsygSZMmrFu3jjNnzvD7778DYGBgwKBBg5gwYQKenp64ubkxcuRIHB0dadmypc7ikItQIYQQQgghhNBCl/eEvq62bdsSFhbGqFGjePz4Mf7+/uzevVs1sdDdu3cxNMwY7Fq9enXWrFnDTz/9xA8//ICnpydbt26lXLlyqjTDhg0jPj6eXr16oVAo+OSTT9i9ezempqY6i0MuQoUQQgghhBDiPdG/f3/69++v8b3Dhw9nW9e6dWtat26tdX8GBgaMGzeOcePG5VYWX0ouQoUQQgghhBBCi9e9d1O8nExMJIQQQgghhBBCb6QnVAghhBBCCCG0SM3rDORD0hP6nhozZoxOn92TGwwMDNi6dWteZ0MIIYQQQog39q48oiU/kZ7Q99SQIUP45ptv8jobH4RdO/5g6+Z1KKIicXXzoEefAXh6l9aa/vhfh1m7ajFPQh/j4FiSTl17U6lyVY1pf5s/g727ttO159c0a6n9hnFd27NjM9u3rCE6KhJnNw+69v4WD+8yWtOfOHaQDasWEhb6mOKOJekQ2JcKlaur3lcqlWxcvYiDe7YTHx+Ld2lfuvcbgkMJJ32Ek01afGtRREXi4lbqpfH9c+wgG1YtUsXXMbAvFSpnPCvr5PEj7N+1ldu3goiLjWHq3KW4unvqIxStlEolm1Yv5NDebcTHx+JV2pdu/Ybh4JjzMd+7cxM7tqxWlX2X3oPx8Cqrev/A7q0cP7KXkOAgnj5NYOHavVgUKqzrcLLZtWML29LPQxe3UnTvMxDPHMrw+F+HWLdqMWGhj3FwLMFXXftQMVMZrl+9hL+PHiQi7AkFCxbE3cOb9p174uWjfZ+6tHvHFrZlqqPdeg/KMb5/jh1iXaY6+lVgRnwpKSmsW7mQc2dO8OTxQ8wtLCjvF0DHwD7Y2tnrKyQV208CcP+uO1YVy2HqWJQzrfoRuu1AztvUrEKZ6cMpVMaTxHuPuDV5AfdX/KGWxqVvB9wHd8ekeBFiLl3n6qDxRJ++rMtQcpTfz0FIi3HLmt85tG8rCfFxePn4Etj3e4o7Oue43b6dG/m/rauIjorAydWTzr2GUCpTjEt+nczVi6eIigzH1NQMTx9f2nbpj2NJVx1HpC6/x5ef2xnx/pGe0FyiVCpJSUnR298rVKgQdnZ2evt7r+PZs2d5nYVcc+zoQZYu/JU2HQKZPnchrm6lGDdyKApFlMb01/+9wsxp46j3aRNmzF1ElWqfMHXCT/wXcjtb2hPH/+LG9X/zvLE+fnQ/KxfN48v23Zg8Zwkubh5MHjWYaC0xBl27zNxpY6jToClT5i4loGoNpk8cwb1MMW7bvJrd2zfR4+uhTJixEBNTUyaPGsyzZ0n6Ckvl+NEDrFg0n1btuzJlzmJc3DyY9NL4xqbHt4TKVWvw88QR3M0UX1LiU7zL+NIhsK++wnip7ZtXsWfHRrr1G8b46YsxNTVjyqhBOR7zf/7az6pFc/mifXcmzl6Gs5snU0Z9S7QiUpXmWVIifhWr0qJ1F32EodHfRw+wfOEvtO4QyLS5i3B182DCyCFay/D6v5eZnX4e/jx3EZWr1WDahB/VytCxhBM9+gxi5i/LmPDzLxQtVpwJI78jOlqhp6gy/H30AMsXzad1+0CmzlmEi5sHE0d9l2MdnT1tLHUbNGHa3MVUqVqDaRN/UMWXlJTI7eAbfNmuC1PnLGbIDxN5+OAuU8cP12dYKgUszIm5FMSVAWNfKb2Za0kqb/sfEYdPciygBXfmLaf8/yZg3+ATVRqH1o0p/fMIbk74hWNVPif20nU+2rkY4yK2ugrjpfLzOfjCzi0r2LtzPV37DmfMz0swMTVj2pgBOcZ44q99rFkym8/b9mD8zBU4u3kybcwAtRhdS/nQc8BIps5fz7Axc1EqlUwb/Q2pz5/rIyyV/Bxffm9ndE2Jgc6WD5VchOYgKSmJAQMGULRoUUxNTfnkk084ffo0kDb9sYGBAbt27aJSpUqYmJhw7NgxYmNj6dixIxYWFjg4ODBr1ixq167NoEGDVPtduXIlAQEBFC5cmOLFi9OhQweePHmiev/Fvg8cOEBAQADm5uZUr16doKAgVRpNw3GXLFlC2bJlMTExwcHBQevUzVkpFAp69+5NsWLFMDU1pVy5cuzYsQOAiIgI2rdvT4kSJTA3N6d8+fKsXbtWbfvatWvTv39/Bg0ahL29PQ0bNlS99+jRIxo3boyZmRnu7u5s2rRJbdvLly9Tt25dzMzMsLOzo1evXsTFxaneDwwMpGXLlkyfPh0HBwfs7Oz4+uuvSU5OfqXY3tb2PzbSoFET6jVojJOzK737D8bE1JSDe/9PY/od2zZToVIVWrZqR0lnFzp06o5bKU927VD/BT8iPIxFv81h0NCfKFCggD5C0Wrn1vXUbdiM2g2aUNLZjR5fD8XYxITD+3ZoTL9r2wb8Kn1Es1YdKeHkSttOvXAr5cWeHWllq1Qq2fXnBj5v24WAqjVwcfPg68EjiYoM58w/f+kzNAB2bl1HvYbNqKMWnymHtMa3Ef9KH9G8VQdKOrnStlPP9Pg2q9LUrNuIL9t3pbx/gL7CyJFSqWT3tvW0bBNIQNWaOLt50PfbUSgiwzlz4qjW7f5v61rqNGxO7fpNKensRvd+wzAxMeFIpmPTuEU7mrfujIdPOa370bXtf2ygfqOm1G3wGU7OrvTq/136ebhTY/r/27YJ/0pVaNGqPSWdXWnfqQdupbzYtWOLKk2N2g3wrRBAMQdHnFzc6NKzPwkJ8fx3J1hfYans2LpeVUednN3o9fUQjE1MObhPc3w7VfGl1dF2nXrgXsqL3enxWVgUYtSEWVSvUZcSJZ3x8ilL9z7fcvtWEGFPQvUZGgBhe45yY/RsQv/c/0rpXXq14+md+1wbNpW467f579fVPN68B7eBgao0boO6cm/xBu4v30LctWAu9xvN84REnAJb6SiKnOX3cxDSY9y+juatu1Hpo1o4u3rSe9AYFJHhnD1xROt2u/5cQ+1PW1KzfjNKOLvTte9wTExMObp/uypN3Yaf41O2IkWKOeJayocvv+pDRHgoYU8e6SM0IP/Hl9/bGfH+kYvQHAwbNozNmzezfPlyzp07h4eHBw0bNiQyMuPXreHDhzNlyhSuXbuGr68vgwcP5u+//2bbtm3s27ePv/76i3PnzqntNzk5mfHjx3Px4kW2bt1KSEgIgYGB2f7+jz/+yIwZMzhz5gwFCxakW7duWvO6YMECvv76a3r16sXly5fZtm0bHh4eL40xNTWVxo0b8/fff7Nq1Sr+/fdfpkyZorowSkxMpFKlSuzcuZMrV67Qq1cvOnXqxKlTp9T2s3z5coyNjfn777/57bffVOtHjhxJq1atuHjxIh07dqRdu3Zcu3YNgPj4eBo2bIiNjQ2nT59m48aN7N+/P9vF86FDhwgODubQoUMsX76cZcuWsWzZspfG9raSk5MJvhWEr38l1TpDQ0N8/SsRdP1fjdvcuH5VLT1AhYpV1NKnpqYyZ8YkWrZqh7OLm24y/4pSkpO5cyuI8v6VVesMDQ0p7x/AjetXNG5z8/rVbBdffhU/4sb1qwA8CX2IIipCLY25RSE8vMto3aeupCQnc/vWDbW8vIjvZnp+s7px/QrlNMan37y/jhfHvFymcjS3KEQprzLc1JLvF2Vfzk+97Mv5V+Zm0LsTa3J6GfpmK8NKBGktw+znoX/FKqo6qulv7Nu1DXOLQri6lcq9zL+CjPiytjMBWvN74/oVteMB4FexSo51NCEhHgMDAywKFcqdjOuQdVV/wg/+o7YubN8xbKr6A2BgZIRVxbKEHziekUCpJPzgcayrVtBjTjPk53PwhbDQh0RHRVDOr4pqnblFIdy9ynIrSPMw6JTkZEKCr1M2S4xl/Spr3SYx8SlH92+nSDFH7OyL5W4QOcjP8Uk78/bkntDcJ/eEahEfH8+CBQtYtmwZjRs3BmDhwoXs27ePxYsXU7lyWoMzbtw4GjRoAEBsbCzLly9nzZo11KtXD4ClS5fi6Oiotu/MF5Pu7u7MnTuXypUrExcXR6FMJ+7EiROpVasWkHax26RJExITEzE1Nc2W3wkTJvDdd98xcOBA1boXeczJ/v37OXXqFNeuXcPLy0uVpxdKlCjBkCFDVK+/+eYb9uzZw4YNG6hSJaOh9vT0ZNq0adn237p1a3r06AHA+PHj2bdvH/PmzePXX39lzZo1JCYmsmLFCiwsLACYP38+zZo1Y+rUqRQrltY429jYMH/+fAoUKICPjw9NmjThwIED9OzZU2NMSUlJJCWpD50xMTF56bHIKjYmmtTUVKyt1Yd3WVvb8ODeXY3bKKIis6W3srZBEZXxw8Ufm9ZSoEABmjTPm1/sM4uJUZCa+hyrbHm25cF9bTFGaEwfrYhIfz9StS5rGkV6Gn2JiYnWGt/D+/9p3CatDG2ypLdRG1r1romOSjuuGsslSvMxj31R9javfmzyQqyqDNXLxNra9q3OQ4Azp44ze+pYkpISsbG1Y9SEGVhaWedq/l8mVmsdteFBDnU0a3pra1sUWuros2dJrFq6gI9r1sfc3CJ3Mq5DJsXsSQoNV1uXFBqOkVVhDE1NMLKxwrBgQZKeRGRJE4GFtzt5IT+fgy8o3ibGLNtYaohx//9tYt3yeSQlPsWhhAvfj51PQSOjXIwgZ/k5PmlnxLtIekK1CA4OJjk5mY8//li1zsjIiCpVqqh68gACAjJ+Jbp9+zbJyclqF2dWVlZ4e3ur7fvs2bM0a9YMZ2dnChcurLrQvHtX/QuVr6+v6v8ODg4AasN2X3jy5AkPHz5UXfi+jgsXLlCyZEnVBWhWz58/Z/z48ZQvXx5bW1sKFSrEnj17suW1UqVKGrevVq1attcvjt+1a9fw8/NTXYACfPzxx6SmpqoNPS5btqzakFUHBweNx+GFyZMnY2VlpbZMnjxZa3p9Cr4ZxM4/N/HNt8MxMPhwf/0Sb+fY4T10bV1XtTzX4/3o+Uk53wr8PG8xE6f/in/FKsycMlrr/VHvq5SUFGZOGQ0o6fn1d3mdnXzjQzgH/z68mx5ta6mW5891G2P1Wo2YMGslP076jeKOzsz/+QedziOQ3+PTpw+hnZF7QnOf9IS+pcwXUK/ixRDUhg0bsnr1aooUKcLdu3dp2LBhtgl9jDL9QvbigiU1NfuTiszMzN4g56+27c8//8ycOXOYPXs25cuXx8LCgkGDBmXL6+seh9dhlOWXQgMDA43H4YURI0YwePBgtXUmJibcuvd6PVmFLa0wNDTM9qufQhGFdZZfrl+wtsn+K2F0pvT/Xr1EdLSCXoFtVO+npqayfPECdvy5if8tXf9aeXxblpbWGBoWyNbLF62IzCFGO43prazt0t+3Va2zsbVXS+Pipt8ZZC0trXKIT/PEXmllGJUlfVS2X4TzUqUqn+DhlTGjYUr6PdIaj7m75h+YCr8o+6hXPzZ5obCqDNXLRJFjHc35PHzB1NQMB8eSODiWxMunLP17tufA3p180ear3A0iB4W11tGoHOto1vQKRfbe37QvhqMIf/KY0ZPmvDe9E0mh4ZgUU5+wzaSYPcnRsaQmJvEsPIrUlBRMitplSWNH0mP1HlRd+RDOwYpVauDhnTHDa3Jy2ud+tCIS62xt+0tizFJfYzTEaG5RCHOLQhR3dMbDqzy9O9bj7InDVKvZEF3I7/Gp51PaGfHukZ5QLUqVKqW6x/GF5ORkTp8+TZkymqezdnd3x8jISDV5EUB0dDQ3btxQvb5+/ToRERFMmTKFGjVq4OPjk2Ov3qsoXLgwrq6uHDiQ85T3mvj6+nL//n21PGb2999/06JFC7766iv8/Pxwd3fXmlaTEydOZHtdunTa401Kly7NxYsXiY+PV/t7hoaG2XqPX4eJiQmWlpZqy5sMxzUyMqKUhzeXLmTc05uamsqlC2fx1vIYBy+fsly+qH4P8MXzZ1Tpa9f9lJnzFzNj3iLVYmtnT4sv2jJq/M+vnce3VdDICDcPb65cPKNal5qaypWLZ/HSMgmGp09Zrlw4q7bu0vnTePmkfZgXLeaItY2dWpqEhHhuBf2rdZ+6UtDICHcPLy5fzMjLi/g8fcpq3MbLpxxXLpxRW3f5/Gm95z0nZuYWFHd0Ui0lnN2wtrHjaqZyTEiIJ/jGv3hqyfeLsr96Sb3sr148g6f3uxOr0YsyvKBehpcvnMNbaxlqOg8z6qg2ylSl6ouovhhpqaOXL57Vml8vn3JqxwPg0vkzanX0xRfDxw/vM3LiLApbWukmAB1QnLiAXV31x1rZ16tO1IkLACiTk4k+dxX7uplG2hgYYFenGooT5/WSxw/hHDQzt6CYg5NqKeHkjpWNHVcvZXzHeZoQx+0bV/HwLq9xHwWNjHAt5cO/mbZJTU3l6qUzWrcBUKIEpVKnkxDm9/gyk3bm7aUqdbd8qOQiVAsLCwv69u3L0KFD2b17N//++y89e/YkISGB7t27a9ymcOHCdOnShaFDh3Lo0CGuXr1K9+7dMTQ0VPVkOjs7Y2xszLx587h9+zbbtm1j/Pjxb53fMWPGMGPGDObOncvNmzc5d+4c8+bNe+l2tWrVombNmrRq1Yp9+/Zx584ddu3axe7du4G0ez337dvH8ePHuXbtGr179yY09NVnPdu4cSNLlizhxo0bjB49mlOnTqkmHurYsSOmpqZ06dKFK1eucOjQIb755hs6deqkuh80rzX7vDX79+zg0P7d3L/7H//7ZRZJiYnUbZB2n/CcGZNYtex3VfqmzVtx/uwp/tyynvv3/mPd6qUE3wqicdPPgbRfI11c3dWWAgUKYG1jS4mSOT+HTFeatGzLwT3bOXLg/3hwL4TFv04nKTGRWvWbAPDLjPGsXbZAlb5x8zZcPHeCHVvW8uDef2xcvZjbt67TsOmXQFpPdeMWbfhj/XLOnPyLuyHB/DpzPDa29gRUq5EH8bVLj28X9++FsOjX6SQlPqV2enzzZ4xnzbKMybQaN2/NxXMn2Z4pvuBb12nYNOMe3rjYGEJu3+TB3RAAHt6/S8jtm6p7ivTNwMCARs3b8sf6ZZw9+Rd3Q26xYOY4rG3tCahaU5Vu4o/92bNjo+r1Zy3bc2jPNo4e2MmDeyEs+XUaiYmJ1KrfVJVGERVByO0bhD68D8C9/4IJuX2DuNhovcXX7PM27N+zg8P7d3H/bggLf5lBUuJT6jT4DIC5Myayetn/MuJq/iUXzp5k25Z1PLj3H+tXL+H2rSAaN/0CSJsYZPXy37lx/SphTx4TfDOIX2ZPITIinOqf1NFbXC80bdmWA3t2cDi9ji78NT2++mnxzZsxgdWZ6miT5l9y4dxJtqfHt2H1EoJvXadRenwpKSnMmDyS27eCGDBkFKmpqURFRRAVFaG3L72ZFbAwx9LPB0s/HwDM3Upi6eeDqVPabSbeEwbjt3SqKv1/v6/D3M0Jn8lDsfB2x6VPBxxaN+bOnGWqNHdmL8WpextKdGpJIR93yv0yhoIWZtxbvoW8kN/PQUiPsVk7/tywhHMnj3Iv5Ba/zR6Dta09larWUqWbPLIf+3ZuUL1u3KIDh/f+yV8Hd/Dg3h2W/TaVpMSn1EyP8cnjB2zbtIw7t64RHvaYG9cuMW/qCIxNTPCrVD1bPiS+N5Pf2xnx/pHhuDmYMmUKqampdOrUidjYWAICAtizZw82NjZat5k5cyZ9+vShadOmWFpaMmzYMO7du6eaTKhIkSIsW7aMH374gblz51KxYkWmT59O8+bN3yqvXbp0ITExkVmzZjFkyBDs7e358ssvX2nbzZs3M2TIENq3b098fDweHh5MmTIFgJ9++onbt2/TsGFDzM3N6dWrFy1btiQ6+tU+/MaOHcu6devo168fDg4OrF27VtWTbG5uzp49exg4cCCVK1fG3NycVq1aMXPmzDc7CDrwSc26xEQrWLtqKYqoSNzcPRg5bppqWF94WCiGme7t9ClTjm+HjmTNysWsXr4IhxIl+P6nCbi45s1kGa+ies36xEQr2LhqUdoDrN09GT5uhlqMBoYZMXqXLs83Q8ewfuXvrFvxP4o7lmTIj5NxyhRj81YdSUp8ysJ500iIj8O7jC/Dx83A2Pj1e6TfPr56xEQr2JAen6u7ByMyxRcRFoqhYcbvcWnxjWb9yoWsW/E7xR1LMvTHyThniu/MyWMsmD1J9XrOtNEAfNm+K607av6RSteatfqKpMSnLJo/Je0h62V8GT52ltoxD338gNiYjHO3Wo36xERHsWn1IhRREWllP3aW2kQp+3f9wZa1i1Wvxw1PezZq74E/qX6o0LWP08tw3aolqjL8cdz0HM7D8gwcOop1KxexZvlCHEqUZNhPE1VlaGhoyIN7/3HkwG5ioqMpbGlJKU8fxk+bh1MezFj9Ir71qxZrjS/rOThw6GjWrlzImhW/4+BYkmE/TlLFFxkRxpmTxwAYOqCr2t8aM2kuZX31O4OsVaVyVDuwUvW6zPQfALi3YguXuo/AxKEIZukXpABPQ+5zunlvyswYges3nUm8/5jLvX8ifN8xVZpHG3dhXMQWr9EDMClehJiL1zjVtAfPnuTND0GQv8/BF5p80ZmkxESW/DopLcbSfgwdPUctxiePHxAbo1C9rlqjAbExUWxe8zvRURE4u3kxdPQc1S0cRkbGBP17gT3b1hEfH4OVlS3eZSswaspivd8GkZ/jy+/tjK59yPdu6oqBUqn8gDuCdS8+Pp4SJUowY8YMrT2oQj+u3tLf87j0rayHA+dv6udeqLxQwdOeCzfD8jobOuXvWYSzN97dGXjfViUvWy7fyr/PjivvUYxLN9/u1op3na9nUXYavfmtEu+6JslB+fochLTz8NR1/fag6lMVH6t8H9+H0M68iw5feaqzfdcu9+Zzu7zPpCc0l50/f57r169TpUoVoqOjGTduHAAtWrTI45wJIYQQQgghRN6Te0J1YPr06fj5+VG/fn3i4+P566+/sLe3f/mGOrB69WoKFSqkcSlbNudJOoQQQgghhPjQKZW6Wz5U0hOayypUqMDZs2dfnlBPmjdvzkcffaTxvayPPhFCCCGEEEIIXZOL0HyucOHCFC5cOK+zIYQQQgghxHspVSYmynUyHFcIIYQQQgghhN5IT6gQQgghhBBCaKFUSk9obpOeUCGEEEIIIYQQeiM9oUIIIYQQQgihxYc8i62uyEWoEEIIIYQQQmihlImJcp0MxxVCCCGEEEIIoTfSEyqEEEIIIYQQWqTKcNxcJz2hQgghhBBCCCH0RnpChRBCCCGEEEILeURL7pOeUCGEEEIIIYQQeiM9oUIIIYQQQgihhTyiJfcZKJVyWIUQQgghhBBCk/87l6yzfX9W0Uhn+36XSU+o+GCcvxme11nQmQqe9py9EZnX2dCZSl62+To+SIvx0s0neZ0NnfH1LMrpIEVeZ0NnKntb5+s2Bj6MdmankXdeZ0OnmiQHyXn4HqvgaZ+vPycg7bPiXZQqzwnNdXIRKoQQQgghhBBayLjR3CcTEwkhhBBCCCGE0BvpCRVCCCGEEEIILeQRLblPekKFEEIIIYQQQuiN9IQKIYQQQgghhBapck9orpOeUCGEEEIIIYQQeiM9oUIIIYQQQgihhcyOm/ukJ1QIIYQQQgghhN5IT6gQQgghhBBCaKFEZsfNbXIRKoQQQgghhBBayMREuU+G4wohhBBCCCGE0BvpCRVCCCGEEEIILWRiotwnPaFCCCGEEEIIIfRGLkJfwZgxY/D391e9DgwMpGXLlm+1z8OHD2NgYIBCoXir/ejKsmXLsLa2zutsCCGEEEIIkaeUSt0tH6oPejhu7dq18ff3Z/bs2TmmGzJkCN98841+MpUHXF1dGTRoEIMGDcrrrLyT9uzYzPYta4iOisTZzYOuvb/Fw7uM1vQnjh1kw6qFhIU+prhjSToE9qVC5eqq95VKJRtXL+Lgnu3Ex8fiXdqX7v2G4FDCSR/haKRUKtm0eiGH9m4jPj4Wr9K+dOs3DAfHnPO0d+cmdmxZrTo2XXoPxsOrrOr9A7u3cvzIXkKCg3j6NIGFa/diUaiwrsPJJr/Ht3vHFrZtWYsiKhIXt1J06z0Izxzq6D/HDrFu1SJVHf0qsA8VK1cDICUlhXUrF3LuzAmePH6IuYUF5f0C6BjYB1s7e32FlI1SqWTzmt85tPdPEuLj8CrtS9e+wyju6Jzjdvt2bmTnH6uJjorA2c2Tzr2+o1SmMlz8y2SuXjxNVGQ4pqZmePqUp11gfxxLuuo4InXSzmj3PpyHtp8E4P5dd6wqlsPUsShnWvUjdNuBnLepWYUy04dTqIwnifcecWvyAu6v+EMtjUvfDrgP7o5J8SLEXLrO1UHjiT59WZeh5EgX52FcbDSb1yzk8oWTRISFYmlpTaWqtfiyY2/MLQrpIyyV3D4PTx0/zL5dW7lzK4i42BimzF2Kq7uXPkLR6EP4rBDvD+kJzYFSqSQlJYVChQphZ2eX19kReeD40f2sXDSPL9t3Y/KcJbi4eTB51GCiFVEa0wddu8zcaWOo06ApU+YuJaBqDaZPHMG9kNuqNNs2r2b39k30+HooE2YsxMTUlMmjBvPsWZK+wspm++ZV7NmxkW79hjF++mJMTc2YMmpQjnn656/9rFo0ly/ad2fi7GU4u3kyZdS3RCsiVWmeJSXiV7EqLVp30UcYWuXn+P4+eoDli+bTun0gU+cswsXNg4mjvsuxjs6eNpa6DZowbe5iqlStwbSJP3A3vY4mJSVyO/gGX7brwtQ5ixnyw0QePrjL1PHD9RlWNju2rGTvjg106/s9Y39ejImJKVNHD8yxDE/8tY/Vi+fwebvuTJi1HGdXD6aOHqhWhm6lfOg1YCTTflnHsLFzUAJTRw0g9flzPUSVRtqZ9/88LGBhTsylIK4MGPtK6c1cS1J52/+IOHySYwEtuDNvOeX/NwH7Bp+o0ji0bkzpn0dwc8IvHKvyObGXrvPRzsUYF7HVVRgvpYvzMCoyHEVkGB26DmDKvDX0GjiKS+f+YeG8CfoKC9DNeZiYmIhPGV86BPbVVxhafSifFbqSqjTQ2fKh+mAvQgMDAzly5Ahz5szBwMAAAwMDli1bhoGBAbt27aJSpUqYmJhw7NixbMNxX5g+fToODg7Y2dnx9ddfk5ycrHpv5cqVBAQEULhwYYoXL06HDh148uRJjnnavHkzZcuWxcTEBFdXV2bMmKH2vqurKxMmTKBz584UKlQIFxcXtm3bRlhYGC1atKBQoUL4+vpy5swZte2OHTtGjRo1MDMzw8nJiQEDBhAfHw+k9Qb/999/fPvtt6rjkNmePXsoXbo0hQoVolGjRjx69Ej13unTp2nQoAH29vZYWVlRq1Ytzp07p7a9gYEBixYt4vPPP8fc3BxPT0+2bdumlubKlSs0btyYQoUKUaxYMTp16kR4eLjq/U2bNlG+fHnMzMyws7Ojfv36qvzr2s6t66nbsBm1GzShpLMbPb4eirGJCYf37dCYfte2DfhV+ohmrTpSwsmVtp164VbKiz07NgFpP2zs+nMDn7ftQkDVGri4efD14JFERYZz5p+/9BJTVkqlkt3b1tOyTSABVWvi7OZB329HoYgM58yJo1q3+7+ta6nTsDm16zelpLMb3fsNw8TEhCOZjk3jFu1o3rozHj7l9BGKRvk9vh1b11OvYTPqNGiCk7Mbvb4egrGJKQf37dSYfue2TfhXqkKLVh0o6eRKu049cC/lxe4dWwCwsCjEqAmzqF6jLiVKOuPlU5bufb7l9q0gwp6E6jM0lbQyXEeLNl2pVLUWzm6e9Pl2DIrIcM6eOKJ1u11/rqXOpy2oVb8ZJZzd6dpvOCYmphzZv12Vpm6jz/EpV4EixRxxK+VD6469iQgPJezJI637zW3Szrz/52HYnqPcGD2b0D/3v1J6l17teHrnPteGTSXu+m3++3U1jzfvwW1goCqN26Cu3Fu8gfvLtxB3LZjL/UbzPCERp8BWOooiZ7o6D51cSjFwxFQqVqlBMYeSlPULoPVXfTl/6hjPn6foK7xcPw8BatZtRKv23SjnX1lfYWj1IXxWiPfLB3sROmfOHKpVq0bPnj159OgRjx49wskpbUjQ8OHDmTJlCteuXcPX11fj9ocOHSI4OJhDhw6xfPlyli1bxrJly1TvJycnM378eC5evMjWrVsJCQkhMDBQa37Onj1LmzZtaNeuHZcvX2bMmDGMHDlSbZ8As2bN4uOPP+b8+fM0adKETp060blzZ7766ivOnTtHqVKl6Ny5M8r0QebBwcE0atSIVq1acenSJdavX8+xY8fo378/AFu2bKFkyZKMGzdOdRxeSEhIYPr06axcuZKjR49y9+5dhgwZono/NjaWLl26cOzYMU6cOIGnpyefffYZsbGxankeO3Ysbdq04dKlS3z22Wd07NiRyMi0X0AVCgV169alQoUKnDlzht27dxMaGkqbNm0AePToEe3bt6dbt25cu3aNw4cP88UXX6ji06WU5GTu3AqifKYPD0NDQ8r7B3Dj+hWN29y8fpXy/gFq6/wqfsSN61cBeBL6EEVUhFoac4tCeHiX0bpPXXuRp8wfkuYWhSjlVYabWvL04tiU81M/NuX8K3MzKG/i0CY/x5ecnMztWzfw9a+kWmdoaIivf4CqzmV14/oVfLPV0So51r+EhHgMDAywKKTfoXEvhIU+JDoqgnJ+VVTr0sqwLDeDNA9NTCvD65T1z9jG0NCQsn6VuXVd8zaJiU85emAHRYo5YmdfLHeD0ELamff/PHwT1lX9CT/4j9q6sH3HsKnqD4CBkRFWFcsSfuB4RgKlkvCDx7GuWkGPOc2UPz2dhwAJCXGYmVtQoIB+7hrTxXn4LvlQPit0Se4JzX0f7D2hVlZWGBsbY25uTvHixQG4fv06AOPGjaNBgwY5bm9jY8P8+fMpUKAAPj4+NGnShAMHDtCzZ08AunXrpkrr7u7O3LlzqVy5MnFxcRTScHLOnDmTevXqMXLkSAC8vLz4999/+fnnn9UuXj/77DN69+4NwKhRo1iwYAGVK1emdevWAHz//fdUq1aN0NBQihcvzuTJk+nYsaPqfk9PT0/mzp1LrVq1WLBgAba2thQoUEDVY5tZcnIyv/32G6VKlQKgf//+jBs3TvV+3bp11dL//vvvWFtbc+TIEZo2bapaHxgYSPv27QGYNGkSc+fO5dSpUzRq1Ij58+dToUIFJk2apEq/ZMkSnJycuHHjBnFxcaSkpPDFF1/g4uICQPny5XMsm6SkJJKS1IcGmZiY5LiNJjExClJTn2NlrT70ycralgf372rcRhEVoTF9tCIi/f1I1bqsaRTpafQtOipClYfMrKxtVe9lFfvi2Nhk3+bh/f90k9E3lJ/ji42J1lJHbXigJZ+KqMhs6a2tbVFkGt6Y2bNnSaxauoCPa9bH3NwidzL+mhTp5WSZJd+W1rZER2nOd2wO5++jB+rHZt//bWLdsvkkJT7FoYQLw8fNo6CRUS5GoJ20M+//efgmTIrZkxQarrYuKTQcI6vCGJqaYGRjhWHBgiQ9iciSJgILb3d9ZlVF1+dh5m22rl9CnYYt3z7Tr0gX5+G75EP5rNClD/liUVc+2J7QnAQEBLw0TdmyZSlQoIDqtYODg9pw27Nnz9KsWTOcnZ0pXLgwtWrVAuDuXc2N2bVr1/j444/V1n388cfcvHmT55nuTcrcM1usWNov9Zkvyl6se5GXixcvsmzZMgoVKqRaGjZsSGpqKnfu3MkxRnNzc9UFqKYYQ0ND6dmzJ56enlhZWWFpaUlcXFy2GDPn2cLCAktLS7X8HTp0SC1/Pj4+QFovrp+fH/Xq1aN8+fK0bt2ahQsXEhWl+f6FFyZPnoyVlZXaMnny5By3+ZAcO7yHrq3rqpbnKfob7qQP+T0+fUpJSWHmlNGAkp5ff6e3v/v34d10b1Nbteh6SN7HtRoxcfYKfpr0G8VLODNv2g95eu9kfiDn4ftP3+chpPWATh83mBJObnzRvqfO/57IHXn1WSHebx9sT2hOLCxe/guOUZZfyQ0MDEhNTQUgPj6ehg0b0rBhQ1avXk2RIkW4e/cuDRs25NmzZ2+Vt8x/98X9m5rWvchLXFwcvXv3ZsCAAdn25eyc82x2mmLMPAy2S5cuREREMGfOHFxcXDAxMaFatWrZYszpWMXFxdGsWTOmTp2a7e87ODhQoEAB9u3bx/Hjx9m7dy/z5s3jxx9/5OTJk7i5uWnM94gRIxg8eLDaOhMTE/69G6sxvTaWltYYGhZQmwADIFoRiXWWX+ZfsLax05jeytou/X1b1TobW3u1NC5unq+VvzdVqconeHhlzIaXkn4vs8Y8aZnFr/CLYxOl6djk7SRe+T2+zApbWmmpo1Fa82ltY5stvUIRiXWWX7zTvlSMIvzJY0ZPmqPXX7YrVqmhNoNtSkpaGcZkKcMYRSTO7prPm8I5nL9Zf903tyiEuUUhijs64+Fdjt4d6nPmn8NUr9Uwt0LSStqZ9/88fBNJoeGYFFOfQdSkmD3J0bGkJibxLDyK1JQUTIraZUljR9Jj9R5UXdH3efg0IZ6fxwzC1MycQT9MpWBB/X1F1cV5+C7Jr58V+pQqPaG57oPuCTU2NlbrZcwt169fJyIigilTplCjRg18fHxeOilR6dKl+fvvv9XW/f3333h5ean1uL6uihUr8u+//+Lh4ZFtMTY2Bt78OPz9998MGDCAzz77TDWhUuYJhV41f1evXsXV1TVb/l78GGBgYMDHH3/M2LFjOX/+PMbGxvzxxx9a92liYoKlpaXa8ibDcQsaGeHm4c2VixkTPaWmpnLl4lm8tEyA4elTlisXzqqtu3T+NF4+aR/kRYs5Ym1jp5YmISGeW0H/at1nbjMzt6C4o5NqKeHshrWNHVczxZmQEE/wjX/x1JKnF8fm6iX1Y3P14hk8vfNuchDI//FlZmRkhLuHF5cvZtSn1NRULl88q6pzWXn5lONytjp6Rq3+vfhS8fjhfUZOnEVhSyvdBKBFtjJ0csPKxo6rF0+r0iQkxBF84yqe3pqH56eVoY/aNqmpqVy9dBoPH+1D+pUo02dGT9aaJjdJO/P+n4dvQnHiAnZ1q6qts69XnagTFwBQJicTfe4q9nWrZSQwMMCuTjUUJ87rJY/6PA8TEuKYOnoABQoaMfin6Rgbv/5n9tvQxXn4LsmvnxXi5SIjI+nYsSOWlpZYW1vTvXt34uLickz/zTff4O3tjZmZGc7OzgwYMIDo6Gi1dC8mM828rFu37rXy9kFfhLq6unLy5ElCQkIIDw9X9c69LWdnZ4yNjZk3bx63b99m27ZtjB8/PsdtvvvuOw4cOMD48eO5ceMGy5cvZ/78+WoTAb2J77//nuPHj9O/f38uXLjAzZs3+fPPP1UTE0HacTh69CgPHjx4rYtIT09PVq5cybVr1zh58iQdO3bEzMzstfL39ddfExkZSfv27Tl9+jTBwcHs2bOHrl278vz5c06ePMmkSZM4c+YMd+/eZcuWLYSFhVG6dOnX+jtvqknLthzcs50jB/6PB/dCWPzrdJISE6lVvwkAv8wYz9plC1TpGzdvw8VzJ9ixZS0P7v3HxtWLuX3rOg2bfgmknbSNW7Thj/XLOXPyL+6GBPPrzPHY2NoTUK2GXmLKysDAgEbN2/LH+mWcPfkXd0NusWDmOKxt7QmoWlOVbuKP/dmzY6Pq9Wct23NozzaOHtjJg3shLPl1GomJidSqn3E/sCIqgpDbNwh9eB+Ae/8FE3L7BnGx6o2ZxPfmmrZsy4E9Ozh8YBf374Ww8NcZJCU+pU79zwCYN2MCq5f9pkrfpPmXXDh3ku1b1vHg3n9sWL2E4FvXadT0CyDtS8WMySO5fSuIAUNGkZqaSlRUBFFREWozgOtTWhm2Y+uGpZw9eZR7Ibf436yxWNvaU6lqLVW6ST99zd5MZdi4RXsO7/0zvQzvsHTB1LTzt15aGT55/IBtG5dx59Y1wsMec+PaJeZO/QFjExP8KlXPlg9dkXbm/T8PC1iYY+nng6Vf2u0k5m4lsfTzwdTJAQDvCYPxW5ox4ue/39dh7uaEz+ShWHi749KnAw6tG3NnzjJVmjuzl+LUvQ0lOrWkkI875X4ZQ0ELM+4t36K3uDLT1XmYkBDH1FEDSEpMpOc3P/I0IR5FVASKqAi9Piopt89DgLjYGEJu3+DB3bTbnx7ev0vI7Ruq+2v16UP4rNAlpdJAZ4sudezYkatXr7Jv3z527NjB0aNH6dWrl9b0Dx8+5OHDh0yfPp0rV66wbNkydu/eTffu3bOlXbp0qWpS00ePHtGyZcvXytsHPRx3yJAhdOnShTJlyvD06VOWLl2aK/stUqQIy5Yt44cffmDu3LlUrFiR6dOn07x5c63bVKxYkQ0bNjBq1CjGjx+Pg4MD48aNy3FG3Vfh6+vLkSNH+PHHH6lRowZKpZJSpUrRtm1bVZpx48bRu3dvSpUqRVJS0ivPPLt48WJ69epFxYoVcXJyYtKkSa990ezo6Mjff//N999/z6effkpSUhIuLi40atQIQ0NDLC0tOXr0KLNnzyYmJgYXFxdmzJhB48aNX+vvvKnqNesTE61g46pFaQ93dvdk+LgZquE54WGhGBhmNCDepcvzzdAxrF/5O+tW/I/ijiUZ8uNknFwzJpJo3qojSYlPWThvGgnxcXiX8WX4uBl6/+U3s2atviIp8SmL5k9JewB5GV+Gj52llqfQxw+Ijcn4UletRn1ioqPYtHoRiqiItGMzdpbaJCL7d/3BlrWLVa/HDU97VlrvgT+pPtj1IT/H93HNesREK1i/ajGKqEhc3T34cdz0HOvowKGjWbtyIWtW/I6DY0mG/TgJ5/Q6GhkRxpmTxwAYOqCr2t8aM2kuZX3zZmbOpl90IinxKUt+mZxehn4MGzNHrQyfPH5AbIxC9bpqjQbERCvYvOZ3oqMicHH3YtiY2VilDz8zMjIm6N8L7N62jvj4WKysbfEpW4FRUxdlGyqoS9LOvP/noVWlclQ7sFL1usz0HwC4t2ILl7qPwMShCGbpF6QAT0Puc7p5b8rMGIHrN51JvP+Yy71/InzfMVWaRxt3YVzEFq/RAzApXoSYi9c41bQHz57k3cQ3ujgPQ4KDCL6RNkPrd73VHz8za+EfFCnmqPvA0M15eObkX/w2O2PixbnTRgPQqn03WnfM/qVelz6UzwqR4dq1a+zevZvTp0+r5ruZN28en332GdOnT8fRMfu5Va5cOTZv3qx6XapUKSZOnMhXX31FSkqK2jB5a2vrbJOavg4DpT6edSHEO+D8Tf3cR5MXKnjac/aG5hnr8oNKXrb5Oj5Ii/HSzZyH7b/PfD2LcjpIkdfZ0JnK3tb5uo2BD6Od2WnkndfZ0KkmyUFyHr7HKnja5+vPCUj7rHgXrdD+KNy31raq5qc6vMmtZJktWbKE7777Tm1Cz5SUFExNTdm4cSOff/75K+1n0aJFjBgxgrCwMNU6AwMDHB0dSUpKwt3dnT59+tC1a1fV3DSv4oMejiuEEEIIIYQQeUVXT3V4/PgxRYuqX9QXLFgQW1tbHj9+/Er7CA8PZ/z48dmG8I4bN44NGzawb98+WrVqRb9+/Zg3b95r5e+DHo4rhBBCCCGEEDnR5ey42p7qoM3w4cM1PlUis2vXrr11vmJiYmjSpAllypRhzJgxau+NHDlS9f8KFSoQHx/Pzz//rPFpHNrIRagQQgghhBBCaKHLmxdfd+jtd99999I5Y9zd3SlevHi2p3OkpKQQGRn50ns5Y2NjadSoEYULF+aPP/7I9rjFrD766CPGjx9PUlLSK8ciF6FCCCGEEEII8R4oUqQIRYoUeWm6atWqoVAoOHv2LJUqVQLg4MGDpKam8tFHH2ndLiYmhoYNG2JiYsK2bdswNTV96d+6cOECNjY2r3UxLRehQgghhBBCCKHF+ziNa+nSpWnUqBE9e/bkt99+Izk5mf79+9OuXTvVzLgPHjygXr16rFixgipVqhATE8Onn35KQkICq1atIiYmhpiYGCDt4rdAgQJs376d0NBQqlatiqmpKfv27XujJ2TIRagQQgghhBBC5DOrV6+mf//+1KtXD0NDQ1q1asXcuXNV7ycnJxMUFERCQgIA586d4+TJkwB4eHio7evOnTu4urpiZGTEL7/8wrfffotSqcTDw4OZM2fSs2fP18qbXIQKIYQQQgghhBa6nJhIl2xtbVmzZo3W911dXcn8tM7atWvzsqd3NmrUiEaNGr113uQRLUIIIYQQQggh9EZ6QoUQQgghhBBCi/fxntB3nfSECiGEEEIIIYTQG+kJFUIIIYQQQggtUlPzOgf5j1yECiGEEEIIIYQWMhw398lwXCGEEEIIIYQQeiM9oUIIIYQQQgihhfSE5j7pCRVCCCGEEEIIoTcGypc9kVQIIYQQQgghPlC/7NLdvr9urLt9v8tkOK74YJy4Hp3XWdCZqj5WnAmKyuts6EyAtw2Xbj7J62zolK9nUc7fDM/rbOhMBU97zt6IzOts6EwlL9t8XX6QVoan8nE7WsXHitNBirzOhk5V9rZmp5F3XmdDZ5okB+Xr87CCpz2fNDuS19nQqWPba+V1FoSeyEWoEEIIIYQQQmih24GjBjrc97tL7gkVQgghhBBCCKE30hMqhBBCCCGEEFrIDDq5Ty5ChRBCCCGEEEKL1NS8zkH+I8NxhRBCCCGEEELojfSECiGEEEIIIYQWMhw390lPqBBCCCGEEEIIvZGeUCGEEEIIIYTQIlV6QnOd9IQKIYQQQgghhNAb6QkVQgghhBBCCC3kntDcJz2hQgghhBBCCCH0RnpChRBCCCGEEEILpU5vCjXQ4b7fXdITKoQQQgghhBBCb+QiVLxU7dq1GTRoUI5pXF1dmT17do5pDAwM2Lp1KwAhISEYGBhw4cKFXMmjEEIIIYQQupCq1N3yoZLhuPlU7dq18ff3f+mFYW45ffo0FhYWr5zeycmJR48eYW9vD8Dhw4epU6cOUVFRWFtb6yiXb06pVPLHmt85vG8rCfFxePr40qXv9xR3dM5xu/07N7Jr6yqioyJwcvXkq15DKOVVVuP+Z4wbxOVz/zBgxDQqVa2to0g0UyqVbF6zkEN7/yQ+Pg6v0uXp1nfYS+Pbu3MTO/9YRXRUJM5uHnTp9Z1afAd3b+X40T3cCQ4i8WkCv6/Zh0WhwroOJ5vdO7awbctaFFGRuLiVolvvQXh6l9Ga/p9jh1i3ahFhoY8p7liSrwL7ULFyNQBSUlJYt3Ih586c4Mnjh5hbWFDeL4COgX2wtbPXV0hq9uzYzPYta1Tl0LX3t3jkEN+JYwfZsGqhKr4OgX2pULm66n2lUsnG1Ys4uGc78fGxeJf2pXu/ITiUcNJHOBoplUo2rV7Iob3biI+Pxau0L936DcPBMec87d25iR1bVmfU0d6D8chURw/s3srxI3sJCQ7i6dMEFq7dmyd1NLfL8NTxw+zbtZU7t4KIi41hytyluLp76SMUrZRKJVvW/M6h9HbUy8eXwFdoR/ft3Mj/ZWpHO2dpR5f8OpmrF08RFRmOqakZnj6+tO3SH8eSrjqOSF1aO/o7h/b+mRZfaV+6vkI7um/nRnb+sZroqAic3TzpnKkdjYuNZvOahVy+cJKIsFAsLa2pVLUWX3bsjblFIX2EBYDtJwG4f9cdq4rlMHUsyplW/QjddiDnbWpWocz04RQq40nivUfcmryA+yv+UEvj0rcD7oO7Y1K8CDGXrnN10HiiT1/WZSg5+hDa0u4dXWn2aXEKWxTk8rUYpv96k/uPnmpNb2gI3dq78mmdothZGxMe+Yz/O/CY5evvvtV+3zcyMVHuk55QodWzZ89eOW2RIkUwNzd/5fQFChSgePHiFCz4fvwO8n9bVrBv53oC+w5n1M9LMDE1Y/qYATx7lqR1m5N/7WPtktm0aNuDsTNX4OTmyfQxA4hRRGZLu2fbWgwM8u6egB1bVrJnxwa69v2ecT8vwsTEjCmjB+UY3z9/7WP14jl80a4HE2Ytx9nVkymjBxGdKb6kpER8K1ajRetAPUSh2d9HD7B80WyrSyIAAJ1PSURBVHxatw9k6pxFuLh5MHHUd0QrojSmD7p2mdnTxlK3QROmzV1Mlao1mDbxB+6G3AbSYrodfIMv23Vh6pzFDPlhIg8f3GXq+OH6DEvl+NH9rFw0jy/bd2PynCW4uHkwedTgHOObO20MdRo0ZcrcpQRUrcH0iSO4lx4fwLbNq9m9fRM9vh7KhBkLMTE1ZfKowTnWB13bvnkVe3ZspFu/YYyfvhhTUzOmjHpZHd3PqkVz+aJ9dybOXoazmydTRn2rVkefJSXiV7EqLVp30UcYGumiDBMTE/Ep40uHwL76CuOldm5Zwd6d6+nadzhj0tvRaS9pR0/8tY81S2bzedsejJ+5Amc3T6aNGaBWhq6lfOg5YCRT569n2Ji5KJVKpo3+htTnz/URlsqOLSvZu2MD3fp+z9ifF2NiYsrU0QNfGt/qxXP4vF339HbUg6mjB6rii4oMRxEZRoeuA5gybw29Bo7i0rl/WDhvgr7CAqCAhTkxl4K4MmDsK6U3cy1J5W3/I+LwSY4FtODOvOWU/98E7Bt8okrj0LoxpX8ewc0Jv3CsyufEXrrORzsXY1zEVldh5OhDaEs7tnLiy6YlmP7rTXoNOc/TxOfMHFceYyPt3z86tnKm5WeOzPrtFh37nWbBstt0/MKJL5uVeKv9CiEXoflQYGAgR44cYc6cORgYGGBgYMCyZcuy9TBu3bpV7cJnzJgx+Pv7s2jRItzc3DA1NVW9l5KSQv/+/bGyssLe3p6RI0eizPSzUNbhuDdv3qRmzZqYmppSpkwZ9u3bp/a3Mw/HDQkJoU6dOgDY2NhgYGBAYGAgK1aswM7OjqQk9ca6ZcuWdOrU6W0P0ytTKpXs2b6OZq27UfGjWji7etJr0BgUkeGcO3FE63a7/1xDrU9bUrN+M0o4uxPYdzjGJqYc3b9dLd1/t2+w+881dP/mJ12HopFSqWT3tvW0bNOVgKo1cXbzpO+3o1FEhnP2xFGt2+36cy11Pm1BrfpNKensRrd+32NiYsqR/TtUaRq3aEfzLzvj4Z2991dfdmxdT72GzajToAlOzm70+noIxiamHNy3U2P6nds24V+pCi1adaCkkyvtOvXAvZQXu3dsAcDCohCjJsyieo26lCjpjJdPWbr3+Zbbt4IIexKqz9DS8rt1PXUbNqN2gyaUdHajx9dDMTYx4fC+HRrT79q2Ab9KH9GsVUdKOLnStlMv3Ep5sWfHJiCtPuz6cwOft+1CQNUauLh58PXgkURFhnPmn7/0GZpKRh0NTK+jHvT9dhSKyHDO5FBH/2/rWuo0bE7t9Dravd8wTExMOLIvSx1t3RkPn3L6CEWj3C5DgJp1G9GqfTfK+VfWVxg5UiqV7N6+juatu1EpvR3tnd6Ons2hHd315xpqZ2pHu/YdjkmWdrRuw8/xKVuRIsUccS3lw5df9SEiPJSwJ4/0ERrwoo6uo0WbrlSqWgtnN0/6fPsq8b1oR9Pj6zc8vR1Ni8/JpRQDR0ylYpUaFHMoSVm/AFp/1Zfzp47x/HmKvsIjbM9RboyeTeif+18pvUuvdjy9c59rw6YSd/02//26mseb9+A2MFCVxm1QV+4t3sD95VuIuxbM5X6jeZ6QiFNgKx1FkbMPoS1t3bwEKzb8x7GTEQSHxDNh1nXsbE2oUVX7KJ5ypS05diKcf85E8vhJEoePh3PqQhSlPQu/1X7fN6mpSp0tHyq5CM2H5syZQ7Vq1ejZsyePHj3i0aNHPH/FX4Rv3brF5s2b2bJli9r9msuXL6dgwYKcOnWKOXPmMHPmTBYtWqRxH6mpqXzxxRcYGxtz8uRJfvvtN77//nutf9PJyYnNmzcDEBQUxKNHj5gzZw6tW7fm+fPnbNu2TZX2yZMn7Ny5k27dur1SPLkhLPQh0VERlPWrolpnblEId6+y3ArSPGwoJTmZkODrlPXL+AJoaGhIWb/KatskJSXy24yRdO49FGubvGmsw0IfooiKUMuruUUhSnmV5WYO8d25FaT2BdfQ0JByfpW5eT3vhlJllZyczO1bN/D1r6RaZ2hoiK9/ADeuX9W4zY3rV/D1D1Bb51exCjeuX9H6dxIS4jEwMMCikP6Gx0FGOZTPUg7l/QO05vfm9auUzxbfR6rj8SS9PmROY25RCA/vMjkeA116kafM9S2tjpbhppY8qepolnOwnH9lbgblTRya6KIM30Uv2tFyOmhHM0tMfMrR/dspUswRO/tiuRtEDrTF9/J29Dpl/TO2UcWXQzuakBCHmbkFBQq8uyOJrKv6E37wH7V1YfuOYVPVHwADIyOsKpYl/MDxjARKJeEHj2NdtYIec5rmQ2hLHYuZYm9rwukLGT278QnP+fdGDOV8LLVud+VaDJX8bHByNAPAw9UC39JWnDgb+Vb7FeLdbcHEG7OyssLY2Bhzc3OKFy8OpA1/fRXPnj1jxYoVFClSRG29k5MTs2bNwsDAAG9vby5fvsysWbPo2bNntn3s37+f69evs2fPHhwdHQGYNGkSjRs31vg3CxQogK1t2vCbokWLqvXYdujQgaVLl9K6dWsAVq1ahbOzM7Vr19YaQ1JSUrbeUxMTk5fGrk10VAQAVtbqQ4QsrW1V72UVG6MgNfV5tm2srG15dP8/1es1i2fh4VOeih/VeuP8vS2FlvisrG1V72WlLT5LaxsePgjRST7fRGxMtJZysOFBpnLITBEVmS29tbUtCg3DqAGePUti1dIFfFyzPubmr35fdG6IyaGePbh/V+M2iqgIjemjFRHp70eq1mVNo1Borg+6pu0ctHqVc9Am+zYPtZR9XtBFGb6LcmpnXrcdtdRQhvv/bxPrls8jKfEpDiVc+H7sfAoaGeViBDl7EZ+lxs8JzW1Hjp8TDzTX0dgYBVvXL6FOw5Zvn2kdMilmT1JouNq6pNBwjKwKY2hqgpGNFYYFC5L0JCJLmggsvN31mVXgw2hLbW2MAYhSJKutj1I8U72nyapNd7EwL8DqBZVJTVViaGjA7yvvsO/Ik7fa7/tG7gnNfdITKtS4uLhkuwAFqFq1qtrQ3WrVqnHz5k2NPazXrl3DyclJdQH6Iv2b6NmzJ3v37uXBgwcALFu2jMDAwBzvn5w8eTJWVlZqy+TJk1/5bx4/vJtebWupFl0NeTp38ijXLp2hY4/BOtm/Nn8f3k23NnVUiz6HdOU3KSkpzJwyGlDS8+vv8jo7+caxw3vo2rquanmeInX0ffP34d30aFtLtei6naleqxETZq3kx0m/UdzRmfk//6DT++7+Pryb7m1qqxZ9tKMJCXFMHzeYEk5ufNE++w/AQmTWoFZR9m74RLUULPhm92fW/aQIDWoVZez0a3QbdI6Js6/T/nMnGtXV30gDkT9JT+gHwtDQUO0eTkgbqpjV68xwqw8VKlTAz8+PFStW8Omnn3L16lV27tR8L98LI0aMYPBg9Qs7ExMTzt9JfLW/WaUGpTLdw5icnDZBU7QiEmvbjCGzMYpInN00zzZZ2NIaQ8MCapNnvNiHlY0dANcun+HJ4/v07VBPLc28qcPxLuPPiIm/vVJ+X1fFKjXUZpZMSUlW5c0mU3zRikhc3D017kNbfDGKKKys7XSQ6zdT2NJKSzlEYW2jOZ/WNrbZ0isUkVhn+TU77QJ0FOFPHjN60hy994ICWOZQz6yz9AC+YG1jp7leppfbi+001gc3zfUht1Wq8gkeXhkzUqYk51RHX3IORmk6Nu9OHdVFGb4LKlapoXYvuLZ2NK1evV47GqOhDM0tCmFuUYjijs54eJWnd8d6nD1xmGo1G+ZWSGq0taMxWepojCIS59dsR9PKUr3snybE8/OYQZiamTPoh6nv/KR+SaHhmBRTv8XEpJg9ydGxpCYm8Sw8itSUFEyK2mVJY0fSY/UeVH3Ij23psVMR/HvjjOq1sVFav5ONtRERURkTT9pYG3PrdpzW/fTr6s7qTfc48FcYALf/i6d4EVM6tXZm98FQItP39br7fd9IT2juk57QfMrY2Fitl7JIkSLExsYSHx+vWvc6z+g8efKk2usTJ07g6empcZhv6dKluXfvHo8ePVJL/7L8Ahp7Vnv06MGyZctYunQp9evXx8kp56nNTUxMsLS0VFteZziumbkFxRycVEsJJ3esbOz499JpVZqnCXHcvnEVD+/yGvdR0MgI11I+atukpqby76Uzqm2atOrMhDlrGD97lWoB6NDtW3oMGPnK+X1dZuYWFHd0Ui0lnNywtrHj6sWMvCYkxBN84yqeOcTn5uGttk1qaipXLp3G00fzNnnByMgIdw8vLl88q1qXmprK5Ytn8fLRPFmSl085Ll84q7bu0vkzeGWauObFBejjh/cZOXEWhS2tdBPAS7wohysXM75opKamcuXiWbX8ZubpU5Yr2eI7rToeRYs5Ym1jp5YmISGeW0H/at1nbstWR51f1NGMONPq6L94asmTqo5eUj82Vy+ewdM77yYhykoXZfgu0NaOXs2FdvRqpnZUEyVKUCo1/tCaWzS1o1bZ2tG4V2hHfbK1o1cvncYjUzuakBDH1NEDKFDQiME/TcfY+M1vL9EXxYkL2NWtqrbOvl51ok5cAECZnEz0uavY1800SsrAALs61VCcOK/HnKbJj23p06fPefAoUbXcuZtAeGQSAX42qjTmZgUo42XJlesxWvdjalKA1CxXYM9TlRimd6w+DE18o/0KIReh+ZSrqysnT54kJCSE8PBwPvroI8zNzfnhhx8IDg5mzZo1LFu27JX3d/fuXQYPHkxQUBBr165l3rx5DBw4UGPa+vXr4+XlRZcuXbh48SJ//fUXP/74Y477d3FxwcDAgB07dhAWFkZcXMavZx06dOD+/fssXLhQrxMSvWBgYEDDZu3YtmEJ504e5V7ILX6fPQZrW3sqVs24l3PqyH7s27lB9bpRiw4c2fsnxw7u4OG9Oyz/bSpJiU+pUb8pANY29pR0KaW2ANgVKUaRYiXQFwMDAxo1b8vWDcs4e/Iod0Nu8dussVjb2lOpak1Vukk/9Wfvjo2q141btP9/9u46Kqq0jwP4d0BaKQGTlJJGsbsVW9dESXNtxXpXQbBdA3FddQXFwli7E+wEFdRFkFAQkQ5Jifv+gYwMJcrMXBh+n3M4x7lz5/p9uHcu88xT8L9+HndvXUJsTBT279qEvNxc9OgzmLtPWmoy3keGIT7uIwAg5kME3keGIfNLutDKN2TEONy6dhG3b13Bx5j32Pv3FuTl5qBXX2sAwI4ta3DE53ur8+Bhv+Hl8ye4cPoYYmM+4MSRfYgIf4uBQ0YBKK6Ablm/EpHhoZjr7IKioiKkpiYjNTVZoB96KzN4xDj4XbuAO7cuIzbmPbz/3lx8HvoWn4edW1bjqM8u7v6Dho1F0PPHuHj6KGJjPuDfI96IDH+LAUN+A1B8PQwaPhZnjh9AwJN7iH4fgb+3roaSsgqsOnUTevlKMg0cNg5njvsg8Mk9RL8Px66t7lBUVoFVqWt07R+zca3UNWo9YgL8r5Vco++x7+9NyM3NRY9v70Gg1DX6ib1rlN/nEAAyv2TgfWQYYqOjAACfPkbjfWRYpeO8BY3D4WDg0PE4V+o+uvvbfbRtqfvo+jL30UHDJ+L29XO453cRsTFR8Pl2H+3+7RwmfI7F+ZM+iAoPQVLiZ4SFBGPHxuWQlJKCedvO5XIItHzDxuPsif0I/Fa+Pdz76PfyrVsxq9x99Pb1c6Xuoxu/3UeLy5ednYmNLnORl5uLqXP+QE52FtJSk5GWmizUJWjE5WQhb24IeXNDAICsdkvImxtCWr0ZAMBgzUKY79/I3f/DP8cgq60Ow/WLIWegA80ZE9FszCBEbffh7hPlsR/qTmPRYvIINDTUgcnOVWggJ4OYA6eFVq7S6sO99N/zsbAbp4Eu7RtDR1MOKxYaIjklD/cef2999lhjhlGDvw+nevAsGbZjNdHJShlN1aTQvWNjjBvREncfJf3Uceu6IoYR2E99Vbv7c5Bf5uzsDDs7OxgZGSEnJwdRUVE4fPgwFi9ejL1796JPnz5YtWoVpk2bVq3j2draIicnB+3bt4e4uDjmzZtX6WvFxMRw5swZODk5oX379tDS0oKnpycGDhxY6fFbtGgBNzc3LFu2DA4ODrC1teVWkhUUFDB69GhcunQJI0aM+NlfBV9Yj7JFXm4ufP5eh+ysTOi1Noez63aeb6QTPsciMyON+7hDt37IyEjFad9/vi1Crg9n1+21qstciSGjJiMvNxfeOzcUL7JuZIalqzx4yhf/+SO+lCpfp2798CU9DSd99yI9NRmaOnpYumobt7sxANy6chqnj3lzH69ePgMAMG3eCu6HLEHr0r0PMtLTcPywN9JSU6Clo4s/3Ddzu0olJcaDI/Z9rIxBa1PMW+yKo4f2wvfgP2jWvCWW/LEOGlrFk2WkJCci4Ml9AMDiuQ48/9eqdZ4wNhPuzI6du/dFRnoa/j3shbTU4i7Uy9y3VFm+OYtX4fihf3Ds4B40bd4Szn+sh7rW98lAho22QV5uDvbu2ITsrEwYGJlhmfsWVltgho6ehLzcHHj99f0aXea2rcw1GosvGd8rj5269UVGeipOHvFC2rdrdJnbNp7Jim5eOYPTR79fo+7LitfVnD5vBffDp6AJ4hwGPLmH3R7ruI89N7kCAEZPcMQYGyehlKuswd/uo/u+3Uf1W5tjcQX30dL3mY7d+uFLRipOlbqPLi51H5WQkETofy9x7fwxZGVlQEFBGQbGlnDZ4F2uS6ugFd9Hc7Bv5/pv16g5lqz6cfky0tO45dPU0ceSVR7c++j7iFBEhBXPtrpoOu/SJdv2noFqk+YQBoW2Juh06xD3sdHm/wEAYg6eRrDTckg1U4XMtwopAOS8/4hnw6bDaMtyaM2xRe7Hz3g1fQWSbtzn7hP37xVIqipD33UupJqqIiMoBE+HTMHXBHa+KKkP99Ijp2IgLS2OJbP10VCuAV79l45Frq/wNf97RahFUxkoyn+f1GvbnnBMtdHCopl6UFKQQFLKV5y/Gof9xz781HHrOqaI7QSih8OUHShISC3Up08fGBsbw9PT85eP8fit8Fo2hK2joQICQiteUFsUWBkoIfhdAtsxBMpMTw0v3onOt8ZlWeqpIDCs4llCRUFbfWWRPn9A8Tl8KsL30faGCngWmsZ2DIFqZ6CISxIGbMcQmMH5oSL9PrTUU0HXoZWvOysK7l9gb7WAqrgfEdzkYy429bNNsH6WmtQZqampuH37Nm7fvo2///6b7TiEEEIIIaSeoTY7/qNKKKnVLC0tkZqaio0bN8LAQHS/vSWEEEIIIaS+oEooqdXev3/PdgRCCCGEEFKPFdGYUL6j2XEJIYQQQgghhAgNtYQSQgghhBBCSCVoTCj/UUsoIYQQQgghhBChoZZQQgghhBBCCKlEETWE8h1VQgkhhBBCCCGkEgzVQvmOuuMSQgghhBBCCBEaagklhBBCCCGEkErQvET8Ry2hhBBCCCGEEEKEhlpCCSGEEEIIIaQSRTQmlO+oJZQQQgghhBBCiNBQSyghhBBCCCGEVIKhQaF8Ry2hhBBCCCGEEEKEhsNQ1Z4QQgghhBBCKrRkd47Ajr1phozAjl2bUXdcUm88D0tmO4LAtNFvjIDQVLZjCIyVgRJeh39mO4ZAmeg2xavweLZjCIypbhM8C01jO4bAtDNQRGBYCtsxBKqtvjKevk1nO4bAtDdUwIt3SWzHEChLPRWRLqOlngouSRiwHUNgBueHivT5A4rPYW1URG12fEfdcQkhhBBCCCGECA21hBJCCCGEEEJIJWj0Iv9RSyghhBBCCCGEiJiUlBTY2NhAXl4eioqKcHJyQmZmZpWv6dmzJzgcDs/PjBkzePaJjo7G4MGDISsrCzU1NSxevBgFBQU/lY1aQgkhhBBCCCGkEkVFdbMl1MbGBnFxcbhx4wby8/Ph4OCAadOmwdfXt8rXTZ06Fe7u7tzHsrKy3H8XFhZi8ODBaNq0KR4+fIi4uDjY2tpCQkIC69atq3Y2qoQSQgghhBBCCAvy8vKQl5fHs01KSgpSUlI1Om5ISAiuXr2KZ8+ewcrKCgCwY8cOWFtbY/PmzWjevHmlr5WVlUXTpk0rfO769ev477//cPPmTTRp0gQWFhZYvXo1li5dilWrVkFSUrJa+ag7LiGEEEIIIYRUgmEE97N+/XooKCjw/Kxfv77GmR89egRFRUVuBRQA+vbtCzExMTx58qTK1x45cgQqKiowMTHB8uXLkZ2dzXNcU1NTNGnShLttwIAByMjIwJs3b6qdj1pCCSGEEEIIIYQFy5cvx8KFC3m21bQVFAA+f/4MNTU1nm0NGjSAsrIyPn+ufNm7iRMnQlNTE82bN0dwcDCWLl2K0NBQnD59mnvc0hVQANzHVR23LKqEEkIIIYQQQkglGAGOCf3ZrrfLli3Dxo0bq9wnJCTkl/NMmzaN+29TU1M0a9YMffr0QUREBFq1avXLxy2LKqGEEEIIIYQQUomiWrREy6JFi2Bvb1/lPjo6OmjatCkSEhJ4thcUFCAlJaXS8Z4V6dChAwAgPDwcrVq1QtOmTfH06VOefeLj4wHgp45LlVBCCCGEEEIIqQNUVVWhqqr6w/06deqEtLQ0BAYGom3btgAAPz8/FBUVcSuW1fHy5UsAQLNmzbjHXbt2LRISErjdfW/cuAF5eXkYGRlV+7g0MREhhBBCCCGEVIIpYgT2IyitW7fGwIEDMXXqVDx9+hQPHjzA7NmzMX78eO7MuLGxsTA0NOS2bEZERGD16tUIDAzE+/fvcf78edja2qJ79+4wMzMDAPTv3x9GRkaYPHkygoKCcO3aNaxYsQKzZs36qW7FVAklhBBCCCGEEBFz5MgRGBoaok+fPrC2tkbXrl3xzz//cJ/Pz89HaGgod/ZbSUlJ3Lx5E/3794ehoSEWLVqE0aNH48KFC9zXiIuL4+LFixAXF0enTp0wadIk2Nra8qwrWh3UHZcQQgghhBBCKiHIFktBUlZWhq+vb6XPa2lpgSk13lVdXR137tz54XE1NTVx+fLlGmWjllDy027fvg0Oh4O0tLRK9/Hx8YGioiL38apVq2BhYcF9bG9vjxEjRggsIyGEEEIIIaR2opbQeszHxwfz58+vsjL5q8aNGwdra+tKn9++fTvPNy89e/aEhYUFPDw8+J6FHxiGwckjXvC7fh5ZWV9g0NoMjr8vRrPm6lW+7vqlU7hw+gjSU1Ogoa0L++kLoav/fdD21695OOy9A4/u3UR+fj7MLTvAYaYzFJWUBV0kHgzD4JTvXvhfP4esrEzotzaF48wlaNpco8rXXb90EpfOHOaWz27aIrTSN+Y+73f1LB7evYaoiFDk5mTjH98bkGvYSNDFKefKxTM4d+oY0lJToKXdCk4z5kHPoHWl+z+854+jh/chMf4zmjVvgUkOM9C2XUfu88eP7Mf9u35ITkxAgwYNoKNrgIm2U6BvWP0B+fx05eJpnP9WPk1u+SrP8vCeP44d9uYpX5t2nQAUz5x39OBevAh4jPjPcZCVk4OphRUm2U+HcmMVYRWpnOJr9B/4Xz+H7KxM6Lc2g0M1rtEbl/7FpTNHkJ6aDA1tPdiWukYzv6TjlO9evHr5BMmJ8ZCXV0Tbjj3wm810yMo1FEaxuIrvMXvh/+0eo9/aDI6/L6nGPeYkLpa6x9hNXwjdUu/BW1fP4uGd63gfEYqcnGzsPXqdlfcgUFzG077/wP/G2eJzaGgG+5lLq3UOL589jPTUZKhr6cF2mjPPfWbf3+vxJugpUlOSIC0tAz1DM4yzm43mLbUEXCJe1y6ewoXTvtxz4TB9AXSreB8+vu+HE4f3IjH+M5o2b4mJ9jNh2a4z9/mnD2/jxpWziAoPReaXDGzw3A8tHX1hFKVC/C4fwzD494gX/K5d4P5ddfrdGc1aVH3NC4JyVyvoLHKCQhsTSDdXQ8Do3xF//lbVr+neHkabl6GhkR5yY+IQvn4XPh48w7OP5syJ0FnoBKmmqsgIfos381cj/dkrQRalSqJ8DgWtjjaE1mrUEkoEQkZGptwCuaUpKCjwtJTWdhdOHcbVi//C6ffFWL3ZC1LS0tjgsgBfv+ZV+ppH927ikJcnRk9wxDqP/dDU1sUGlwVIT0vh7nPIyxPPnz7AvKVr4LJ+J1JTErFt/XJhFInHxdOHcO3iCTjMXAr3P70gJSWDDa7zf1C+GzjivR2jxk/Bmm0HoKGlhw2u83nKl5eXC7M2nTB8jL0QSlGxB3f94LN3J8ZOtMOfnnuhqd0Kq1c6Iz0ttcL93/73Gts2rUaf/tbY7LkX7Tt1w6Y1fyD6fSR3n+YtWmLKjHnYunM/1vz5F9SaNC0+ZnqakEr13YO7t3Bg706MmWiPTZ5e0NLWxZoqy/cKHpvc0af/YPzp6YV2ZcqXl5eLqIh3+G2CHTZ5emHxH2vw6WM0NrgL/7os7eLpQ7h+8QQcZy6F25/ekJKSxkbXeVVeo4+/XaMjxzt9u0Z1sdF1HvcaTU1JQlpKIiY6zMWGHb6YNs8Fwc8fYe+ONcIqFteFU4dx7eK/cPx9CVZv9oa0tAw2uPzoPXgTh708MWqCE9Z6+EBDW6/cPeZrXi7M23TE8DF2wihGlS6dPojrl47DYeYyrPpzH6SkZbBp1dwfnkPffR4YOW4KVm89CA1tPWxaNZenjFqtDDF17kps/Os4lqzyBMMw2OQ6B0WFhcIoFgDg4d2bOOS1A79NcMT67fugqa2L9S4LK30fhoa8guemVejVbwg2eO6HVcdu2Lx2OWJK3Wdyc3NhaGSGifYzhVWMSgmifOdPHcHVCycxZdZirNmyF1LS0ljvsrDK60FQxOVkkREcitdz3aq1v4xWS7Q7vwfJt5/gvtVwRO04ANM9a6DSryt3n2ZjBqH1n8vxbs1O3G8/El+C36LDJW9Iqgr3S+YSon4OSd1DldA6rGfPnpg9ezZmz54NBQUFqKioYOXKldwWxtTUVNja2kJJSQmysrIYNGgQ3r17B6C4S62DgwPS09PB4XDA4XCwatUqAMChQ4dgZWWFRo0aoWnTppg4cWK5dYYA4MGDBzAzM4O0tDQ6duyI169fc58r2x23rNLdce3t7XHnzh1s376dmyUqKgq6urrYvHkzz+tevnwJDoeD8PDwGvzmfg7DMLhy/gRGjrWHVcfu0NTWxe8LXJCakoSAx3crfd2ls8fQe8Aw9Ow7BC01tOH0+xJISknh9o2LAIDsrEz437iAyVPmwMTcCjq6hpg+7w+EhbzCu7evKz0uvzEMg6vnj2PEWAdYdewODW09zFzgirSUJARWUb4r546iV//h6PGtfI6/L4WUlDTu3LzI3WfQ8PEY9pstdA2MKz2OoF04cwJ9Bw5B737WUNfQwvTZiyAlLY1b1ysey3Dp/ElYtm2PEaMnoKWGFiZMdoJ2K31cufj9G+5uPfvB3NIKTZs1h4amNuynzkJ2dhY+REUIq1hcZcs37Vv5/K5fqnD/y+dPwqJtewznlm/Kt/KdBgDIyTWEy9qt6NytN1q01IC+oTGmzJyPyPBQJCbEC7NoXMXX6DEMH+uAth17QENbDzMWrPp2jVY+duX7NToULTR04PD7sm/XaPEEC+qarTBv+Ua0ad8NTZq1hLG5FcZMmokXT++jsLBAWMUr9R60//Ye1MXMBS5I+8E95vLZo+hV5h4jJSWFOzfKvAfH2ELX0EQYRakUwzC4euEYho1xRNsOPaChpYfp86tzDn3Rs/8IdC85hzOLz+Hdm98nyeg9YCQMjdtAtUlzaLUyxG+TZiA5KR6JCXHCKBoA4NLZ4+g9YCh69huMlhramDJrMc/9vqwr50/AvG0HDB1tgxbqWhg3eRq0W+nj2sWT3H269x6I0RMcYWLRTljFqBS/y8cwDK6cO4GR4+xg1bEbNLV1MWvhyuK/q4/uCbNoAIDEa3cR5uqB+HM3q7W/5rTxyIn6iJAlG5H5NhIf/j6Cz6euQXuePXcf7fkOiPE+gY8HTiMzJAKvfndFYXYu1O1HC6gUVRP1cyhodXF23NqOKqF13IEDB9CgQQM8ffoU27dvx9atW+Hl5QWguHIXEBCA8+fP49GjR2AYBtbW1sjPz0fnzp3h4eEBeXl5xMXFIS4uDs7OzgCKZ8pavXo1goKCcPbsWbx//77CRXEXL16MLVu24NmzZ1BVVcXQoUORn5//02XYvn07OnXqhKlTp3KzaGhowNHREfv37+fZd//+/ejevTt0dXV//pf1ixLiPyEtNRkmFlbcbbJyDdFK36jSymJBfj6iwkNhYv79NWJiYjCxaId3ocWviQx/i8KCApiYf/+A0UJdCyqqTYRaCU38Vj7jUjmKy2eMd6EVdxvilq/UhyMxMTGYmLfDu7fsdTUqKz8/HxHhYTCzaMvdJiYmBjOLtgh7+6bC14S9fcOzPwBYtGmH0Er2z8/Px40rFyAr1xBa2q34F74a8vPzERkeBjML3uvM1KJtpXkrLl/7Sn8fAJCdlQUOhwO5hsLtoloiMf4T0lOTYWLenrutetfoWxhbfH+NmJgYjM3bIbyKazQ7OxMysnIQFxfeaJXv95iy78Hq3GPKvAdL3WNqk8rOoY6+McKrOIfvI97y3Ju457CS1+Tm5uDuzQtQbdIcjVWa8LcQlSg5F6Zl7oemFlYIq+T8vXv7Bqal3rcAYN6mQ5XvQ7YIonwl17xpmb+rugZGlR6zNlHsaIEkv0c82xJv3IdSRwsAAEdCAgptjJF06+H3HRgGSX4PodjRUohJi9E5rDmGYQT2U1/RmNA6Tl1dHdu2bQOHw4GBgQFevXqFbdu2oWfPnjh//jwePHiAzp2L++8fOXIE6urqOHv2LMaMGQMFBQVwOBw0bdqU55iOjo7cf+vo6MDT0xPt2rVDZmYmGpb6EOrq6op+/foBKK4Mt2zZEmfOnMHYsWN/qgwKCgqQlJSErKwsTxZ7e3u4uLjg6dOnaN++PfLz8+Hr61uudbSsvLw85OXxdgX5mXWLykpPLe72paDI24VGQVEZaakpFb0EGRlpKCoqhIJS+dd8+viBe9wGDSTKjc9SUFRGWlryL+f9WWmpydz/t1yO1IpzfCkpX5nXyCsq4VPse4Hk/BVfMtJRVFQIRUUlnu0KikqIjYmu8DVpqSlQKLO/oqJSuXMd8PQhtm10R15eLpSUG8N1zWbIKyjyNf+PlJSvfF7lKsunWO5cly9fia9f83B4/2506dEHsrJy/An+k0quQ/ly15sy9/1ZVmXXqIKiMuJiP1T6mrPH96HXgBE1D/0T0qt4D6b/6D1YxT2mNqnqPvPDMlZw3suW8eblkzh2YAfycnPQrIUmlrr9hQYSEnwsQeUyqrjWYj9W9j5Mrvh3IcR7f3UJonxpVf1drYW/g7KkmqggLz6JZ1tefBIkFBpBTFoKEkoKEGvQAHkJyWX2SYacgY4wowKgc0hqJ2oJreM6duwIDofDfdypUye8e/cO//33Hxo0aIAOHTpwn2vcuDEMDAwQEhJS5TEDAwMxdOhQaGhooFGjRujRowcAIDqa90bVqVMn7r+VlZWrdeyf0bx5cwwePBj79u0DAFy4cAF5eXkYM2ZMla9bv349FBQUeH7Wr19f7f/3/u1rsB/Th/tTUCC8bnnC8OD2VTiO7cX9EWa3Q1FiYmaJzTu8sG7zTli0aY8tG1ZVOramriooKMDW9a5gwGDarEVC+38f3L4Kp7E9uT/CuEazszOx2X0hWqhrY9SEqQL9v+7fvgaHMb25P4Uido8Bis/hlHE9uD+CPoedewzEmm2H8Me63WjaXAN//fk/GpdGCOGboiJGYD/1FbWEEh5ZWVkYMGAABgwYgCNHjkBVVRXR0dEYMGAAvn79KvQ8U6ZMweTJk7Ft2zbs378f48aNg6ysbJWvWb58ORYuXMizTUpKCm8+ZFbr/2zbvivP7JL5+cXlTk9LgZLy99lB09NSoKWjV+Ex5OUVISYmXq6VJj0thTvzrYKSMgoK8pGV+YWnNTQ9LQWKio2rlfVXtGnfjWdmyYKCfO7/W7Z8mpWUr1FJ+dJ4y5eRlgoFAWb/WY3kFSAmJo60MpXD9LTUSmcgVlRSLleZTKtgf2lpGTRr3hLNmreEvqExZk2diFvXL2HU2En8LUQVSspXPm9KleVLSyt7XZYvX0FBAbZucEViYjxWrfMQaitoZddoRplrNCMtBRo/eY2mp6WU++Y+JzsLf66aD2kZWcz/30Y0aCDYP43F95jvM1IW5Ff1Hqx4NtRGVd5j2H8PtmnfjWcseOn7qGLZMmr/oIzl7jPlyygr1xCycg3RtLkGdPVNMd2mDwIf30an7gP4VaRKyVdxrVX+PmxcybXJ/rkrSxDlK3ldhde8dsXv6dokLz4JUk14ZwuXaqKC/PQvKMrNw9ekVBQVFEBKrXGZfRoj7zNvC6ow0DkktRG1hNZxT5484Xn8+PFj6OnpwcjICAUFBTzPJycnIzQ0FEZGxR9+JCUlUVhm9sC3b98iOTkZGzZsQLdu3WBoaFjhpEQl/1eJ1NRUhIWFoXXrype9qEpFWQDA2toacnJy2LVrF65evcrTVbgyUlJSkJeX5/n5me64MrJyaNq8JfenpYY2FJUa43VQAHef7OwsRIT9B71KJvtoICEBbV0DvA4O5G4rKirCm6AA6BkUv0ZH1xDiDRrwHPfTxw9ISoyv9Lj8UFw+de5PC/Xi8r0Jesbdp7h8b6BnYFrhMUrKV/o1RUVFeB38DHqGFb+GDRISEmilq49XL3nPQ/DL59A3rHiyJH1DYwQHBfJsC34RAINK9i/BFDG/NCa6JiQkJKBTQflevXxeaV59Q2O8CnrOsy3oxTOe30dJBTTu00e4rN2GRvIKgilAJSq6RhXKXaOZ1bhGDctdo2+Cn0G31DWanZ2Jja5zId5AAgtXbIak5K933a+ucuXTKHkP/vw95k3w99eUvcewSUZWDk2aqXN/WqjrFJ/D4O/nIyc7E5Fhb6BbxTnUamWI/4LLnsOASl8DAAwYgBHe+5F7vw/iPRevgwKhX8n50zM0xuuXZe8zzyq9L7FJEOVTa9K8+O9qqX2ys7MQHvpfpcesTdIev0Tj3h15tqn06YzUxy8BAEx+PtKfv4FK7+89xsDhoHGvTkh7/EKISYvROaw5GhPKf1QJreOio6OxcOFChIaG4ujRo9ixYwfmzZsHPT09DB8+HFOnTsX9+/cRFBSESZMmoUWLFhg+fDgAQEtLC5mZmbh16xaSkpKQnZ0NDQ0NSEpKYseOHYiMjMT58+exevXqCv9vd3d33Lp1C69fv4a9vT1UVFS4M97+LC0tLTx58gTv379HUlISioqKAADi4uKwt7fH8uXLoaenx9MFWFg4HA4GDRuLs8cPIODJPUS/j8Cure5QUlaBVcfu3P3W/DGHZ2bDwSPGw//aedy5dRmxMe+x7+8/kZebix59hwAo/ua+V7+hOOztiTfBgYgMf4vd29dCz9BEoJXQiso3cNg4nD3hg8AndxH9Phy7t7lBUVkFbUuVb92K2bh+8V/u40HDJ8D/+nncvXUJsTFR2L9rU3H5+gzm7pOWmoz3kWGIj/sIAIj5EIH3kWHI/JIutPINHTkWN69dgv/Nq/gY/R7/7NyKvNwc9O43CADguWUtDvv8w91/8LDf8DLwKc6fPo6PMR9w/Mh+RISHYtCQkQCKJz45cuAfhL19g4SEz4h4F4qdHhuQkpyETl17Cq1cvOW7iNs3r+Bj9Hvs3bkFebk56NXPmlu+Iz57uPtbD/sNLwOf4PzpY4iN+YDjR/YhMjwUg4aMAlBcAd28biUi3r3FPOeVKCosRGpKMlJTkoVeyS5RfI2Ox9kT+xH45C5i3odjD/ca7cHdb92KWeWu0dvXz5W6Rjd+u0aL34PZ2ZnY6DIXebm5mDrnD+RkZyEtNRlpqclCXd6j5D145rgPAp/cQ/T7cOza6g7FMveYtX/MxrVS5bMeMQH+10reg++x7+9NyC11jwFKvQc/sfceBL6Vceh4nDuxD8+/ncPdHqvKncP1K3/HjUsnuI8HDZ+I29fP4Z7fRcTGRMFn90bk5eag+7cyJnyOxfmTPogKD0FS4meEhQRjx8blkJSSgnnbzuVyCMrgEePgd+0C937v/ffmb/f74vvhzi2rcdRn1/dyDRuLoOePcfH0UcTGfMC/R7wRGf4WA4b8xt0n80sG3keGITY6CgDw6WM03keGVTpWX5D4XT4Oh4NBw8fiTKm/q39vXV38d7VTN6GXT1xOFvLmhpA3NwQAyGq3hLy5IaTVmwEADNYshPn+jdz9P/xzDLLa6jBcvxhyBjrQnDERzcYMQtR2H+4+UR77oe40Fi0mj0BDQx2Y7FyFBnIyiDlwWqhlKyHq55DUPdQdt46ztbVFTk4O2rdvD3FxccybNw/Tpk0DUDyT7Lx58zBkyBB8/foV3bt3x+XLlyHxbbKGzp07Y8aMGRg3bhySk5Ph6uqKVatWwcfHB//73//g6emJNm3aYPPmzRg2bFi5/3vDhg2YN28e3r17BwsLC1y4cAGSkpK/VA5nZ2fY2dnByMgIOTk5iIqKgpaWFgDAyckJ69atg4ODw6/9kvhg6OhJyMvNhddfG5GdlQkDIzMsc9vK02oS/zkWXzLSuI87deuLjPQ0nDyyF2mpxV1bl7lt5en6MnnKXHA4HGxb/z8U5OfDrE0HOM50FmbRAABDRk1GXm4uvHduKF5E3sgMS1d5lCnfxzLl64cv6Wk46bsX6anJ0NTRw9JV26BQqpvcrSuncfqYN/fx6uUzAADT5q3gVgQErUv33khPT8Oxw/uQlpoCbR1drHD/k3sekhITwOF8/z7O0MgE8xevxNFD3jhyYC+atWiJJSvWQkOreDIJMTExxMZE4/ata8hIT0cjeXno6hlizSZPaGhqC6VMvOXrg4xS5dPS0cUf7ptLlS8eYqXGjRsamWLeYhccO+QF3wrKl5KciIAnDwAAznN4ex6sWr8dJmbCn9kRKLlGc7Bv5/pv16g5lqzaznONJpR5D3bs1g8Z6Wk45fvPt2tUH0tWeXCv0fcRoYgIK57pcdF03mUTtu09A9UmzQVfsG+K7zE58Prr+3twmdu2Cu4x3yuPxfeYVJw84oW0b+/BZW7beCYrunnlDE4f/f4edF9WvObk9HkruB8+hWXwKFvk5eZi39/risvY2hyLXX98Dr9kpHLPoYa2Pha7bud2CZSQkETofy9x7fwxZGVlQEFBGQbGlnDZ4F2u27Ugde5efL//97DX9/u9+xae9yFH7Pv70KC1KeYsXoXjh/7BsYN70LR5Szj/sR7qWt8nrQl4cg+7PdZxH3tucgUAjJ7giDE2TkIqWTFBlG/YaBvk5eZg745N3/+uum8RSm+EshTamqDTrUPcx0ab/wcAiDl4GsFOyyHVTBUy3yqkAJDz/iOeDZsOoy3LoTXHFrkfP+PV9BVIunGfu0/cv1cgqaoMfde5kGqqioygEDwdMgVfE9iZtEfUz6Gg1eelVASFw9TnduA6rmfPnrCwsICHhwfbUQTq3r176NOnD2JiYtCkya9Puf88THRna2uj3xgBoaI1KU5pVgZKeB3+me0YAmWi2xSvwtlZh1MYTHWb4FloGtsxBKadgSICwyqeqVdUtNVXxtO3wm1BFab2hgp48U744/WEyVJPRaTLaKmngksSBmzHEJjB+aEiff6A4nNYGzmtThTYsb1Xqgrs2LUZtYSSWisvLw+JiYlYtWoVxowZU6MKKCGEEEIIIb+CWkL5j8aEklrr6NGj0NTURFpaGjZt2sR2HEIIIYQQUg8VMYzAfuoragmtw27fvs12BIGyt7eHvb092zEIIYQQQgghfESVUEIIIYQQQgipBHXH5T/qjksIIYQQQgghRGioJZQQQgghhBBCKkGLifAftYQSQgghhBBCCBEaagklhBBCCCGEkEoU0ZhQvqOWUEIIIYQQQgghQkMtoYQQQgghhBBSCZodl/+oEkoIIYQQQgghlaCJifiPuuMSQgghhBBCCBEaagklhBBCCCGEkEowRUVsRxA51BJKCCGEEEIIIURoqCWUEEIIIYQQQipBS7TwH4ehkbaEEEIIIYQQUqFxzh8EduzjmzUFduzajFpCSb3xKjye7QgCY6rbROTLFxCaynYMgbIyUMLzsGS2YwhMG/3GCH6XwHYMgTHTU0NgWArbMQSqrb6yyJ9DUS4fUFzGrkPvsB1DYO5f6IEX75LYjiEwlnoquCRhwHYMgRqcH8p2hApRmx3/0ZhQQgghhBBCCCFCQy2hhBBCCCGEEFIJhsaE8h21hBJCCCGEEEIIERpqCSWEEEIIIYSQSlBLKP9RJZQQQgghhBBCKlHEFLEdQeRQd1xCCCGEEEIIIUJDLaGEEEIIIYQQUgnqjst/1BJKCCGEEEIIIURoqCWUEEIIIYQQQipBLaH8Ry2hhBBCCCGEEEKEhlpCCSGEEEIIIaQSDEMtofxGLaGEEEIIIYQQQoSGWkIJIYQQQgghpBJFRbROKL+x1hLas2dPzJ8/v8p9tLS04OHhUeU+HA4HZ8+eBQC8f/8eHA4HL1++5EvGiqxatQoWFhYCO35FfHx8oKioKNT/k9/4dW6qc90QQgghhBDCL0wRI7Cf+uqnWkJ79uwJCwuLH1YM+eXZs2eQk5Or9v7q6uqIi4uDiooKAOD27dvo1asXUlNT63wljrDnysXTOH/qGNJSU6Cp3QpOM+ZBz8Co0v0f3vPHscPeSIz/jGbNW2CSwwy0adcJAFBQUICjB/fiRcBjxH+Og6ycHEwtrDDJfjqUG6sIq0jl8LOMAHD8yD48uOuH5MQENGjQADq6BphgOxX6hpUfU5AYhsEp373wv34OWVmZ0G9tCseZS9C0uUaVr7t+6SQunTmM9NQUaGjrwm7aIrTSNwYAZH5JxynfvXj18imSEuMhL6+Ith27Y4zNdMjKNRRGsXgwDIOTR7zgd/08srK+wKC1GRx/X4xmzdWrfN31S6dw4fQRbhntpy+Erv738/T1ax4Oe+/Ao3s3kZ+fD3PLDnCY6QxFJWVBF4nH1Yuncf70Ue416jh9fpXX6KP7/jh22AuJ8Z/RtHlLTLLnfR8eO7QXzwMeI+Hzp+L3obkVbOxnsPY+LD5/e+H/7fzptzaD4+9LqnH+TuJiqfNnN30hdL9dowBw6+pZPLxzHe8jQpGTk429R69DrmEjQRenQqJ+DkW9fCWcbLQwtH9TNJJrgFchGdj89zt8jMupdH8xMcBxghb691JDY0VJJKV8xeVbn3HgeHSNjisI1y6ewoXTvtz3k8P0BdCt4hw+vu+HE4f3cs/hRPuZsGzXmfs8wzD494gX/K5d4N6XnX53RrMWVb+vBUG5qxV0FjlBoY0JpJurIWD074g/f6vq13RvD6PNy9DQSA+5MXEIX78LHw+e4dlHc+ZE6Cx0glRTVWQEv8Wb+auR/uyVIItCRITQW0K/fv1a7X1VVVUhKytb7f3FxcXRtGlTNGhAvYwJfzy4ewsH9u7EmIn22OTpBS1tXaxZ6Yz0tNQK93/73yt4bHJHn/6D8aenF9p16oZNa/5A9PtIAEBeXi6iIt7htwl22OTphcV/rMGnj9HY4L5cmMXiwe8yAkDzFuqYMmM+tu70wZo/d0KtSVOsWbkI6elpQioVr4unD+HaxRNwmLkU7n96QUpKBhtc5+Pr17xKX/Po3g0c8d6OUeOnYM22A9DQ0sMG1/lIT0sBAKSmJCE1JQkTHeZg444jmD5vJYKfP8Y/O9YKq1g8Lpw6jKsX/4XT74uxerMXpKSlscFlwQ/KeBOHvDwxeoIj1nnsh6a2Lja4LOCWEQAOeXni+dMHmLd0DVzW70RqSiK2rRfu9frg7i0c8PoLYybYY+N2L2hq62Kty6JKr9HQkFfw2OSG3v0GY5OnN9p37IZNa//H8z6MjAjDb+PtsHG7N5z/txafYqOxcfUyYRaLx4VTh3Ht4r9w/H0JVm/2hrS0DDa4/OgavYnDXp4YNcEJaz18oKGtV+78fc3LhXmbjhg+xk4YxaiUqJ9DUS9fCZvR6vhtSAts/vsdpjm/QE5uIba6m0JSglPFazQwwro5tu0Oh83vz7DLJxI2o9Tx29AWNTouvz28exOHvHbgtwmOWL99HzS1dbHeZWGV59Bz0yr06jcEGzz3w6pjN2xeuxwxpf4Wnj91BFcvnMSUWYuxZsteSElLY73Lwirf14IiLieLjOBQvJ7rVq39ZbRaot35PUi+/QT3rYYjascBmO5ZA5V+Xbn7NBszCK3/XI53a3bifvuR+BL8Fh0ueUNSVbhfUgoDwxQJ7Ke+qnYl1N7eHnfu3MH27dvB4XDA4XAq7CZ69uxZcDjfbxol3Ve9vLygra0NaWlp7nMFBQWYPXs2FBQUoKKigpUrV/LMPlW2O+67d+/QvXt3SEtLw8jICDdu3OD5v0t3+Xz//j169eoFAFBSUgKHw4G9vT0OHjyIxo0bIy+P9wYwYsQITJ48ubq/Dh5eXl5o3bo1pKWlYWhoiL///pv7XOfOnbF06VKe/RMTEyEhIYG7d+8CAPLy8uDs7IwWLVpATk4OHTp0wO3bt38pCwCcO3cObdq0gbS0NHR0dODm5oaCggLu8xwOB15eXhg5ciRkZWWhp6eH8+fP8xzjzZs3GDJkCOTl5dGoUSN069YNERERAIr7xbu7u6Nly5aQkpKChYUFrl69yvP6p0+fwtLSEtLS0rCyssKLFy/K5Xz9+jUGDRqEhg0bokmTJpg8eTKSkpK4z2dlZcHW1hYNGzZEs2bNsGXLll/+nfyqC2dOoO/AIejdzxrqGlqYNnsRpKSl4Xf9UoX7Xz5/EhZt22P46AloqaGFCZOnQLuVPq5cPA0AkJNrCJe1W9G5W2+0aKkBfUNjTJk5H5HhoUhMiBdm0bj4XUYA6NazH8wsrdCkWXOoa2rDbupsZGdn4UNUhLCKxcUwDK6eP44RYx1g1bE7NLT1MHOBK9JSkhD4+G6lr7ty7ih69R+OHn2HoKWGNhx/XwopKWncuXkRAKCu2Qrzl29Am/bd0KRZSxibW2HspBl48fQ+CgsLKj2uIDAMgyvnT2DkWHtYdewOTW1d/L7ABakpSQioooyXzh5D7wHD0PNbGZ1+XwJJKSncvlFcxuysTPjfuIDJU+bAxNwKOrqGmD7vD4SFvMK7t6+FVTxcPHscfQYMRa9+g6GuoY1ps5whKSUNvxsVX6OXuNfoRLRU18L4yVOg00ofV0u/D9ds43kfOs1YwNr78Ps1av/tGtXFzAUuSPvB+bt89ih6lTl/UlJSuPPt/AHAoOHjMWyMLXQNTYRRlEqJ+jkU9fKVGDOsBQ6e+ID7T5IR8T4La7a9RWNlKXTrWHnrrElredx/nIRHASn4nJCH2w+T8PRlKlrrNarRcfnt0tnj6D1gKHr2G4yWGtqYMmsxz/2wrCvnT8C8bQcMHW2DFupaGDd5GrRb6ePaxZMAvt2Xz53AyHF2sOrYDZraupi1cGXxffnRPaGVq0TitbsIc/VA/Lmb1dpfc9p45ER9RMiSjch8G4kPfx/B51PXoD3PnruP9nwHxHifwMcDp5EZEoFXv7uiMDsX6vajBVQKIkqqXQndvn07OnXqhKlTpyIuLg5xcXEoLCys1mvDw8Nx6tQpnD59mmdM4IEDB9CgQQM8ffoU27dvx9atW+Hl5VXhMYqKijBq1ChISkriyZMn2L17d7nKXWnq6uo4deoUACA0NBRxcXHYvn07xowZg8LCQp5KV0JCAi5dugRHR8dqlae0I0eOwMXFBWvXrkVISAjWrVuHlStX4sCBAwAAGxsbHDt2jKdyffz4cTRv3hzdunUDAMyePRuPHj3CsWPHEBwcjDFjxmDgwIF49+7dT+e5d+8ebG1tMW/ePPz333/Ys2cPfHx8sHYtb+uMm5sbxo4di+DgYFhbW8PGxgYpKcXfnsfGxqJ79+6QkpKCn58fAgMD4ejoyK3Ibt++HVu2bMHmzZsRHByMAQMGYNiwYdy8mZmZGDJkCIyMjBAYGIhVq1bB2dmZ5/9PS0tD7969YWlpiYCAAFy9ehXx8fEYO3Ysd5/Fixfjzp07OHfuHK5fv47bt2/j+fPnP/07+VX5+fmIDA+DmYUVd5uYmBhMLdoi9O2bCl8T9vYNzCza8myzaNMeYZXsDwDZWVngcDiQayj8LpzCKGN+fj5uXDkPWbmG0NJuxb/w1ZQY/wlpqckwNm/H3SYr1xCt9I3xLrTiLkMF+fmICg+FicX314iJicHEvB3eva28m1F2diZkZOUgLi7c3hgJ38poUuo8FpfRqNLKIreM5rzn3sSiHd6FFr8mMvwtCgsKYFLqd9dCXQsqqk2EVgn9fo1+v+bExMRgZmFV6TUX9vY1zzUNAOZt2iOsiszZ2ey9D7+fv7LXaHXOX5lrtNT5qy1E/RyKevlKNG8iDRVlKTx7+b1lMCu7EP+FZcDEUL7S170OyUBbcyWoN5cBAOhqycGstQIeB6bU6Lj8VPJ+Mi1zzze1sKr0nLx7+wam5c5hB+45L3lfm5a5L+saGFV5nmsLxY4WSPJ7xLMt8cZ9KHW0AABwJCSg0MYYSbceft+BYZDk9xCKHS2FmFQ4aEwo/1X7k5KCggIkJSUhKyuLpk2bAiju/lodX79+xcGDB6GqqsqzXV1dHdu2bQOHw4GBgQFevXqFbdu2YerUqeWOcfPmTbx9+xbXrl1D8+bNAQDr1q3DoEGDKvw/xcXFoaxc3B1ATU2Np8V24sSJ2L9/P8aMGQMAOHz4MDQ0NNCzZ89qlac0V1dXbNmyBaNGjQIAaGtrcyt/dnZ2GDt2LObPn4/79+9zK52+vr6YMGECOBwOoqOjsX//fkRHR3PL5ezsjKtXr2L//v1Yt27dT+Vxc3PDsmXLYGdX3PVKR0cHq1evxpIlS+Dq6srdz97eHhMmTABQ/Hv09PTE06dPMXDgQOzcuRMKCgo4duwYJCQkAAD6+vrc127evBlLly7F+PHjAQAbN26Ev78/PDw8sHPnTvj6+qKoqAje3t6QlpaGsbExPn78iJkzZ3KP8ddff8HS0pKnfPv27YO6ujrCwsLQvHlzeHt74/Dhw+jTpw+A4i8tWrZs+cPfQV5eXrmWbikpqZ/6PQLAl4x0FBUVQkFRiWe7oqIyYmOiK3xNWmoKFBV5u6EoKCohLTWlwv2/fs3D4f270aVHH8jKVn/8M78IsowBTx/CY6Mb8vJyoaTcGC5rtkBeQZGv+asjLTX5W8aymZW5z5X1JSPt2++F9zXyikr4FPu+0tecOb4fvQcMr3non5T+7XdfcRkrvvYySsqoVP41nz5+4B63QQOJcmMIFRSVkZZW8e+O375fo+WvudhvOctKS00pt7+iojLS0qp6H+5Cl+59WXkfpldxjab/6Bqt4vzVFqJ+DkW9fCWUlSQBAKlp+TzbU9O+cp+ryOGT0ZCTFceRXe1QVMRATIyDfw5F4cadhBodl58yKrnnKygqI/ZjZX8Lkyt+z367N6ZVdV8W0v2zJqSaqCAvPolnW158EiQUGkFMWgoSSgoQa9AAeQnJZfZJhpyBjjCjkjpKKF/Xa2pqlquAAkDHjh15uu526tQJW7ZsQWFhYbkKbkhICNTV1bkVtZL9f8XUqVPRrl07xMbGokWLFvDx8YG9vT1PlurIyspCREQEnJyceCrOBQUFUFBQAFA8rrV///44cuQIunXrhqioKDx69Ah79uwBALx69QqFhYU8lTyguCLVuHHjny5bUFAQHjx4wNPyWVhYiNzcXGRnZ3PH2JqZmXGfl5OTg7y8PBISiv8gvHz5Et26deNWQEvLyMjAp0+f0KVLF57tXbp0QVBQEIDic2VmZsbT9brsuQoKCoK/vz8aVvCNbkREBHJycvD161d06NCBu11ZWRkGBgY//B2sX78ebm68Yx5cXV0xetLMSl7BjoKCAmxd7woGDKbNWsR2HL4zMbPEnzu88SUjHTevXsDWDa5Yv3VPuQovvz24fRXef2/kPl7sIvhu3NnZWfjTfSFaqGth1ITyX6Lx2/3b1+C1cxP38RKXzQL/P0VVQUEBtm5wBcBgqpDeh/dvX4P3zu/XKJ2/mmHjHAoTW+Xr10MNi2d9/2yyxP3XJpvp3VUV/XqowW1zCKKis6GnI4e5U3SRlPIVV/3Y61pMyM+ozy2WglKjSqiYmBhPN1OguFtKWT8zw60wWFpawtzcHAcPHkT//v3x5s0bXLpU8biNqmRmZgIA9u7dy1NZAnhbiW1sbDB37lzs2LEDvr6+MDU1hampKfcY4uLiCAwMLFfxrqiCVp1Mbm5u3JbZ0kpXCstWMDkcDncNJBkZmZ/+f39WZmYmhg4dio0bN5Z7rlmzZggPD//lYy9fvhwLFy7k2SYlJYWwmLSfOk4jeQWIiYmXm5QgLS2l0plBFZXKf5OdnpZabv+SDxWJifFYtc6DtW+2BVlGaWkZNGveEs2at4S+oTFmT52AW9cvYdTYSfwtRBlt2nfjzmALAAUF+d8ypkBJ+fv4ovS0FGjq6FV4jEbyit9+L7zlzEhLhYIi75dDOdlZ2LRqPqRlZLHgfxuFMjFa2/ZdeWZAzc8vnvCtojJqVVJG+ZIyppY9l9/PvYKSMgoK8pGV+YWnNTQ9LQWKij//Jdmv+H6NVnTNVZxBUUm53P5paeVb8Ivfhy5ISvgM13XbhfY+LD5/32fcLMiv6hrVL/d6oNQ1WuH5E865qS5RPIeliWr57j9Nxn9hAdzHkhLFI7iUFCWQnPp9kkklRUmER2ZWepzfHXRw5GQMbt1LBABEfshCU1VpTB6jgat+8Uj5dqyfPS4/yVdyz0+v8m9h4wr3L/kbUfK6Ct/X2hXfl2uTvPgkSDXhHZMr1UQF+elfUJSbh69JqSgqKICUWuMy+zRG3mfeFlRCKvJTs+NKSkryjANVVVXFly9fkJWVxd32M+tAPnnyhOfx48ePoaenV2E339atWyMmJgZxcXE8+/8oL4AKx65OmTIFPj4+2L9/P/r27Qt19Z+fLrtJkyZo3rw5IiMjoaury/Ojra3N3W/48OHIzc3F1atX4evrCxsbG+5zlpaWKCwsREJCQrljlHR7/hlt2rRBaGhouWPp6upCTKx6p9vMzAz37t2r8AsFeXl5NG/eHA8ePODZ/uDBAxgZFX+oat26NYKDg5Gbm8t9vuy5atOmDd68eQMtLa1yOeXk5NCqVStISEjwXCOpqakICwv7YX4pKSnIy8vz/PxKd1wJCQno6Orj1ctA7raioiK8evkcBobGFb5G39AYr4J4x60GvXgGfcPSlaLiCmjcp49wWbsNjeQVfjobvwiqjBVhihhuZUmQZGTl0LS5Ovenhbo2FJUa403QM+4+2dlZiAh7Az0D0wqP0UBCAtq6BjyvKSoqwuvgZ9Az/P6a7OwsbHCdhwYNGmDRis2QlPz56+xXFJexJfenpUZxGV8Hff/AWFzG/6BXyYQ0JWV8Hcx77t8EBUDPoPg1OrqGEG/QgOe4nz5+QFJifKXH5TfuNRpU5hoNCqz0mtM3NOG5pgEg+EUA9EtlLvlw//nTR6wU8vuw3DWqUXKN/vz5exP8/TVlz19tIYrnsDRRLV9OTiFi43K5P1HR2UhKyYOV+ffeLLIy4jDSl8frtxmVHkdaShxFZRosCosYiH3rfPYpPveXjstP3PthEO/76XVQIM85KU3P0Bivy53D738L1Zo0L74vl9onOzsL4aH/VXrM2iTt8Us07t2RZ5tKn85IffwSAMDk5yP9+Ruo9C7V043DQeNenZD2uPxklHVdEVMksJ/66qcqoVpaWnjy5Anev3+PpKQkdOjQAbKysvjf//6HiIgI+Pr6wsfHp9rHi46OxsKFCxEaGoqjR49ix44dmDdvXoX79u3bF/r6+rCzs0NQUBDu3buHP/74o8rja2pqgsPh4OLFi0hMTOS2XALF40I/fvyIvXv3/tKERCXc3Nywfv16eHp6IiwsDK9evcL+/fuxdetW7j5ycnIYMWIEVq5ciZCQEO5YTKB4rKWNjQ1sbW1x+vRpREVF4enTp1i/fv0vtc66uLjg4MGDcHNzw5s3bxASEoJjx45hxYoV1T7G7NmzkZGRgfHjxyMgIADv3r3DoUOHEBoaCqB4wqCNGzfi+PHjCA0NxbJly/Dy5UvuuZs4cSI4HA6mTp2K//77D5cvX8bmzbzdzWbNmoWUlBRMmDABz549Q0REBK5duwYHBwcUFhaiYcOGcHJywuLFi+Hn54fXr1/D3t6+2hVpfhk6cixuXruI2zev4GP0e+zduQV5uTno1c8aAOC5ZS2O+Ozh7m897De8DHyC86ePITbmA44f2YfI8FAMGlLcMl1QUIDN61Yi4t1bzHNeiaLCQqSmJCM1JbnCSn9dLGNubg6OHPgHYW/fIDHhMyLehWKnxwakJCehc9deQi8fh8PBwGHjcPaEDwKf3EX0+3Ds3uYGRWUVtO3YnbvfuhWzcf3iv9zHg4ZPgP/187h76xJiY6Kwf9cm5OXmokefwQC+VUBd5iIvNwdT5/yBnOwspKUmIy01GUXVnLSNn2UcNGwszh4/gIAn9xD9PgK7trpDSVkFVqXKuOaPOdyZGwFg8Ijx8L92HnduXUZszHvs+/vP4jL2HQKgeBKNXv2G4rC3J94EByIy/C12b18LPUMToVVCAWDIiHG4de0ibt+6go8x77H372/XaN/ia3THljU44rP7e7mG/YaXz5/gwrdr9MSRfYgIf4uBpd6HW9avRGR4KOY6u6CoqAipqclITWXnfVhyjZ457oPAJ/cQ/T4cu7a6Q7HM+Vv7x2xcK3WNWo+YAP9rJdfoe+z7exNyS50/oHjc2vvIMMR/+ggAiPkQgfeRYcj8ki68AkL0z6Gol6/Ev+djYTdOA13aN4aOphxWLDREckoe7j3+3vLlscYMowZ/Hzr14FkybMdqopOVMpqqSaF7x8YYN6Il7j5K+qnjCtrgEePgd+0C937o/ffmb/fD4nv+zi2rcdRnF3f/QcPGIuj5Y1w8fRSxMR/w7xFvRIa/xYAhvwH4dl8ePhZnSt2X/966uvi+3Kmb0MpVQlxOFvLmhpA3NwQAyGq3hLy5IaTVmwEADNYshPn+773TPvxzDLLa6jBcvxhyBjrQnDERzcYMQtR2H+4+UR77oe40Fi0mj0BDQx2Y7FyFBnIyiDlwGqKGJibiv5/qN+bs7Aw7OzsYGRkhJycHUVFROHz4MBYvXoy9e/eiT58+WLVqFaZNm1at49na2iInJwft27eHuLg45s2bV+lrxcTEcObMGTg5OaF9+/bQ0tKCp6cnBg4cWOnxW7RowZ2ox8HBAba2ttxKsoKCAkaPHo1Lly5hxIgRP/Nr4DFlyhTIysrizz//xOLFiyEnJwdTU1PMnz+fZz8bGxtYW1uje/fu0NDQ4Hlu//79WLNmDRYtWoTY2FioqKigY8eOGDJkCH7WgAEDcPHiRbi7u2Pjxo2QkJCAoaEhpkyZUu1jNG7cGH5+fli8eDF69OgBcXFxWFhYcMeBzp07F+np6Vi0aBESEhJgZGSE8+fPQ0+vuHtJw4YNceHCBcyYMQOWlpYwMjLCxo0bMXr09ym7S1pTly5div79+yMvLw+ampoYOHAgt6L5559/crvtNmrUCIsWLUJ6unA/OHXp3gcZ6Wk4dngf0lJToKWjiz/cN3O72SQlxkOs1FhiQyNTzFvsgmOHvOB7YC+atWiJJSvWQkOreJB+SnIiAp4UtyI7z+H98mPV+u0wMRP+jHL8LqOYmBhiYz7gzq2ryEhPRyN5ebTSM8TqTTugrqldYQZBGzJqMvJyc+G9cwOyszKhb2SGpas8eFou4z9/xJeMNO7jTt364Ut6Gk767kV6ajI0dfSwdNU2KHzrXvc+4i0iwopnQVw4/Tee/89j72moNmkOYRo6ehLycnPh9ddGZGdlwsDIDMvctpYpY2yZMvZFRnoaTh7Zi7TU4u7Jy9y28nQ/mzxlLjgcDrat/x8K8vNh1qYDHGfyznYtaCXX6PHD3pVeoxyx79eoQWtTzFvsiqOH9sL34D9o1rwllvyxrsz78D4AYPFcB57/a9U6Txiz8D4sPn858Prr+zW6zG1bBefv+z2w+Pyl4uQRL6R9u0aXuW3jmazo5pUzOH3Um/vYfVnx2Pjp81ZwP1wLg6ifQ1EvX4kjp2IgLS2OJbP10VCuAV79l45Frq/wNf/7B+kWTWWgKP99yM+2PeGYaqOFRTP1oKQggaSUrzh/NQ77j334qeMKWufuxffDfw97fb8fum+p8hzOWbwKxw/9g2MH96Bp85Zw/mM91LW+T8ozbLQN8nJzsHfHpu/3ZfctQus1U5pCWxN0unWI+9ho8/8AADEHTyPYaTmkmqlC5luFFABy3n/Es2HTYbRlObTm2CL342e8mr4CSTfuc/eJ+/cKJFWVoe86F1JNVZERFIKnQ6bga0Ltn3iJsI/DlB3UWY/06dMHxsbG8PT0ZDsKEYJX4aI7AYKpbhORL19AaMULhosKKwMlPA8T3T/cbfQbI/hdAtsxBMZMTw2BYRXPbCoq2uori/w5FOXyAcVl7Dr0DtsxBOb+hR548U50xyNa6qngksSPJ2isywbnh7IdoUL9bAJ/vNMvunGk7Y93+kUpKSmYM2cOLly4ADExMYwePRrbt2+vdN6Z9+/f8wwpLO3EiRPclUUqmsz16NGj3JUzqkO4i9nVEqmpqbh9+zZu376Nv//+m+04hBBCCCGEEMJXNjY2iIuLw40bN5Cfnw8HBwdMmzYNvr6+Fe6vrq7OM/8OAPzzzz/4888/yy2LuX//fp4eqaWXw6yOelkJtbS0RGpqKjZu3FhuyQ9jY2N8+FDxul579uzhmVSIDbU9HyGEEEIIIaJEkGM3K1vf/lcm1SwtJCQEV69exbNnz2BlZQUA2LFjB6ytrbF582aeZS9LiIuLl5sY9cyZMxg7dmy51lNFRcVfmkS1RL2shL5//77S5y5fvlzpoP8mTZoIKFH11fZ8hBBCCCGEkOqpbH37VatW1ei4jx49gqKiIrcCChRP9ComJoYnT55g5MiRPzxGYGAgXr58iZ07d5Z7btasWZgyZQp0dHQwY8YMODg4VNhNtzL1shJaFU1NTbYjVKm25yOEEEIIIUSUMAJcSqWy9e1r6vPnz1BTU+PZ1qBBAygrK+Pz58/VOoa3tzdat26Nzp0782x3d3dH7969ISsri+vXr+P3339HZmYm5s6dW+18VAklhBBCCCGEEBb8bNfbZcuWYePGjVXuExISUtNYyMnJga+vL1auXFnuudLbLC0tkZWVhT///JMqoYQQQgghhBDCD0W1aD3PRYsWwd7evsp9dHR00LRpUyQk8M74XVBQgJSUlGqN5Tx58iSys7Nha2v7w307dOiA1atXIy8vr9oVaqqEEkIIIYQQQkglmCLBdcf9WaqqqlBVVf3hfp06dUJaWhoCAwPRtm3xMjB+fn4oKipChw4dfvh6b29vDBs2rFr/18uXL6GkpPRTLbpUCSWEEEIIIYQQEdK6dWsMHDgQU6dOxe7du5Gfn4/Zs2dj/Pjx3JlxY2Nj0adPHxw8eBDt27fnvjY8PBx3797F5cuXyx33woULiI+PR8eOHSEtLY0bN25g3bp1cHZ2/ql8VAklhBBCCCGEkEoIcokWQTpy5Ahmz56NPn36QExMDKNHj4anpyf3+fz8fISGhiI7O5vndfv27UPLli3Rv3//cseUkJDAzp07sWDBAjAMA11dXWzduhVTp079qWxUCSWEEEIIIYQQEaOsrAxfX99Kn9fS0gLDlK9gr1u3DuvWravwNQMHDsTAgQNrnI0qoYQQQgghhBBSCUEu0VJfibEdgBBCCCGEEEJI/UEtoYQQQgghhBBSibo6JrQ2o5ZQQgghhBBCCCFCQy2hhBBCCCGEEFKJ2rROqMhgCCF8lZuby7i6ujK5ublsRxEIUS8fw4h+Gal8dZ+ol5HKV/eJehmpfITUDIdhKpiXlxDyyzIyMqCgoID09HTIy8uzHYfvRL18gOiXkcpX94l6Gal8dZ+ol5HKR0jN0JhQQgghhBBCCCFCQ5VQQgghhBBCCCFCQ5VQQgghhBBCCCFCQ5VQQvhMSkoKrq6ukJKSYjuKQIh6+QDRLyOVr+4T9TJS+eo+US8jlY+QmqGJiQghhBBCCCGECA21hBJCCCGEEEIIERqqhBJCCCGEEEIIERqqhBJCCCGEEEIIERqqhBJCCCGEEEIIERqqhBJCCCGEEEIIERqqhBJCCCGEEEIIERqqhBJC6r3nz5/j1atX3Mfnzp3DiBEj8L///Q9fv35lMZngFBYW4uXLl0hNTWU7Ct9ERERgxYoVmDBhAhISEgAAV65cwZs3b1hOVnM9evTAwYMHkZOTw3YU8otycnKQnZ3Nffzhwwd4eHjg+vXrLKbiHzs7O9y9e5ftGISQOoLWCSWE/FBMTAw4HA5atmwJAHj69Cl8fX1hZGSEadOmsZyu5tq1a4dly5Zh9OjRiIyMhLGxMUaOHIlnz55h8ODB8PDwYDtijc2fPx+mpqZwcnJCYWEhevTogYcPH0JWVhYXL15Ez5492Y5YI3fu3MGgQYPQpUsX3L17FyEhIdDR0cGGDRsQEBCAkydPsh2xRubPnw9fX1/k5eVh7NixcHJyQseOHdmOxVeFhYXw8fHBrVu3kJCQgKKiIp7n/fz8WErGH/3798eoUaMwY8YMpKWlwdDQEBISEkhKSsLWrVsxc+ZMtiPWyIgRI3D58mVoamrCwcEBdnZ2aNGiBdux+CoyMhI6Ojpsx+CrhQsXVnvfrVu3CjAJqW+oEkoIn7x79w7+/v4VfnhycXFhKRV/dOvWDdOmTcPkyZPx+fNnGBgYwNjYGO/evcOcOXPqfPkUFBTw/PlztGrVChs3boSfnx+uXbuGBw8eYPz48YiJiWE7Yo21bNkSZ8+ehZWVFc6ePYtZs2bB398fhw4dgp+fHx48eMB2xBrp1KkTxowZg4ULF6JRo0YICgqCjo4Onj59ilGjRuHjx49sR6yxgoICnD9/HgcOHMCVK1egq6sLR0dHTJ48GU2aNGE7Xo3Nnj0bPj4+GDx4MJo1awYOh8Pz/LZt21hKxh8qKiq4c+cOjI2N4eXlhR07duDFixc4deoUXFxcEBISwnbEGktMTMShQ4dw4MAB/Pfff+jbty+cnJwwfPhwSEhIsB2vxsTExNCjRw84OTnht99+g7S0NNuRaqxXr148j58/f46CggIYGBgAAMLCwiAuLo62bdvW+S+CSC3DEEJq7J9//mHExcWZJk2aMObm5oyFhQX3x9LSku14NaaoqMi8ffuWYRiG2b59O9O5c2eGYRjm2rVrjLa2NpvR+KJRo0ZMWFgYwzAM07dvX8bDw4NhGIb58OEDIy0tzWY0vpGSkmJiYmIYhmGYqVOnMvPmzWMYhmEiIyOZRo0asZiMP+Tk5JjIyEiGYRimYcOGTEREBMMwDBMVFcVISUmxGU0g4uPjmdWrVzPS0tKMhIQEM3z4cObWrVtsx6qRxo0bM5cuXWI7hsDIyMgwHz58YBiGYcaMGcOsWrWKYRiGiY6OZmRkZNiMJhCBgYHM7NmzGWlpaUZFRYWZP38+9z5bV7148YKZO3cuo6qqyigoKDDTpk1jnjx5wnYsvtmyZQszdOhQJiUlhbstJSWFGT58OLN582YWkxFRRGNCCeGDNWvWYO3atfj8+TNevnyJFy9ecH+eP3/Odrway8/Ph5SUFADg5s2bGDZsGADA0NAQcXFxbEbjCysrK6xZswaHDh3CnTt3MHjwYABAVFSUSLQwAUCTJk3w33//obCwEFevXkW/fv0AANnZ2RAXF2c5Xc0pKipWeC2+ePFC5LoEPn36FK6urtiyZQvU1NSwfPlyqKioYMiQIXB2dmY73i+TlJSErq4u2zEERldXF2fPnkVMTAyuXbuG/v37AwASEhIgLy/Pcjr+iouLw40bN3Djxg2Ii4vD2toar169gpGRUZ1u0bawsMD27dvx6dMn7Nu3D3FxcejatStMTEywdetWJCYmsh2xRrZs2YL169dDSUmJu01JSQlr1qzBli1bWExGRBLbtWBCREGjRo24LS+iqH379szSpUuZu3fvMtLS0szLly8ZhmGYR48eMS1atGA5Xc0FBQUxJiYmjLy8PLd1gmEYZvbs2cyECRNYTMY/rq6ujIKCAmNoaMhoaGgwubm5DMMwjLe3N9OxY0eW09XcokWLmK5duzJxcXFMo0aNmHfv3jH3799ndHR0eM5pXRUfH89s3ryZMTY2ZiQlJZnRo0czV65cYYqKirj73Lt3j5GTk2MxZc1s3ryZ+f3333nKJEr+/fdfRkJCghETE2P69u3L3b5u3Tpm4MCBLCbjj69fvzInT55kBg8ezEhISDBt27Zldu3axaSnp3P3OX36NKOoqMhiSv7Kzc1ltm7dykhJSTEcDoeRkpJiJk+ezHz69IntaL+kYcOGjL+/f7ntfn5+TMOGDYUfiIg0GhNKCB84OTmhXbt2mDFjBttRBOL27dsYOXIkMjIyYGdnh3379gEA/ve//+Ht27c4ffo0ywkFIzc3F+Li4iIxlgkATp48iZiYGIwZM4Y7ydSBAwegqKiI4cOHs5yuZr5+/YpZs2bBx8cHhYWFaNCgAQoLCzFx4kT4+PjU+dZeSUlJtGrVCo6OjrC3t4eqqmq5fTIyMjB8+HD4+/uzkLDmRo4cCX9/fygrK8PY2Ljc+04U7jOfP39GXFwczM3NISZW3Bnt6dOnkJeXh6GhIcvpakZFRQVFRUWYMGECpk6dCgsLi3L7pKWlwdLSElFRUcIPyEcBAQHYt28fjh07Bjk5OdjZ2cHJyQkfP36Em5sbMjIy8PTpU7Zj/jRbW1vcu3cPW7ZsQfv27QEAT548weLFi9GtWzccOHCA5YRElFAllJBf5Onpyf13VlYWtm7disGDB8PU1LTch6e5c+cKOx7fFRYWIiMjg6ebzvv37yErKws1NTUWk5GflZubKxITalQkJiYGr169QmZmJiwtLaGnp8d2JL64d+8eunXrxnYMgXJwcKjy+f379wspiWCFh4cjIiIC3bt3h4yMDBiGKTcJU1106NAhjBkzRmTvLUDx7LD79+9HaGgorK2tMWXKFFhbW3O/UACAjx8/QktLCwUFBSwm/TXZ2dlwdnbGvn37kJ+fDwBo0KABnJyc8Oeff0JOTo7lhESUUCWUkF+kra1drf04HA4iIyMFnEawcnJywDAMZGVlARSvb3fmzBm0bt0aAwYMYDndr1FSUqr2B7+UlBQBpxG8wsJCrFu3Drt370Z8fDzCwsKgo6ODlStXQktLC05OTmxHrBF3d3c4Oztzr9ESOTk5+PPPP+v8DM69e/fG6dOnoaioyLM9IyMDI0aMoFkr64Dk5GSMHTsW/v7+4HA4ePfuHXR0dODo6AglJaU6P+bO0dER27dvR6NGjXi2Z2VlYc6cOdweNHWZnp4etzdCs2bNKtzn69evOHr0KOzs7IScjn+ysrIQEREBAGjVqhVVPolAUCWUED4reUuJwjfbJURxfbvS3YqSk5OxZs0aDBgwAJ06dQIAPHr0CNeuXcPKlSuxYMECtmLyjbu7Ow4cOAB3d3dMnToVr1+/ho6ODo4fPw4PDw88evSI7Yg1Ii4ujri4uHKt8snJyVBTU0NhYSFLyfijsvIlJCSgRYsW3FYLUZCYmIjQ0FAAgIGBQYVdj+siW1tbJCQkwMvLC61bt+YuI3Tt2jUsXLgQb968YTtijVR2jSYlJaFp06Z1smWwrPfv30NDQ4On5RMo/rsfExMDDQ0NlpLxl6i21pNahpWRqISIIC8vL+6kIZKSkoyxsTGzd+9etmPxRePGjZnXr18zDMMwe/fuZczMzJjCwkLmxIkTjKGhIcvpam7UqFHMjh07ym3fsWMHM3z4cOEHEoBWrVoxN2/eZBiGdwmTkJAQkZgohMPhMAkJCeW237p1i1FRUWEhEX8EBQUxQUFBDIfDYfz9/bmPg4KCmOfPnzPr1q1jNDU12Y7JF5mZmYyDgwMjLi7OcDgchsPhMA0aNGAcHR2ZrKwstuPVWJMmTbiTupV+D0ZERNTpCaXS09OZtLQ0hsPhMOHh4Ux6ejr3JyUlhTlw4ADTrFkztmPyhZiYGBMfH19ue1JSEiMmJsZCIv5KSkpievfuzXA4HEZMTIx7jTo4ODALFy5kOR0RNQ3YrgQTIgpcXFywdetWzJkzh6clbcGCBYiOjoa7uzvLCWsmOzub28Xq+vXrGDVqFMTExNCxY0d8+PCB5XQ1d+3aNWzcuLHc9oEDB2LZsmUsJOK/2NjYCpe/KCoqqtOtaCXdqjkcDvT19Xm+rS8sLERmZmadnjDMwsKCW77evXuXe15GRgY7duxgIRn/LVy4EHfu3MGFCxfQpUsXAMD9+/cxd+5cLFq0CLt27WI5Yc1kZWWV6y4OFHf3L1kCqy5SVFTkeQ+WxeFw4ObmxkIy/mMq6TyYmZkpEmNhFyxYAAkJCURHR6N169bc7ePGjcPChQvrfJdxUrtQJZQQPti1axf27t2LCRMmcLcNGzYMZmZmmDNnTp2vhJasbzdy5Ehcu3aN2z1VVNa3a9y4Mc6dO4dFixbxbD937hwaN27MUir+MjIywr1796Cpqcmz/eTJk7C0tGQpVc15eHiAYRg4OjrCzc0NCgoK3OckJSWhpaXF/WKoLoqKigLDMNDR0cHTp095uqZKSkpCTU2tzs/8W+LUqVM4efIkevbsyd1mbW0NGRkZjB07ts5XQrt164aDBw9i9erVAIorZ0VFRdi0aRN69erFcrpf5+/vD4Zh0Lt3b5w6dQrKysrc5yQlJaGpqYnmzZuzmLDmFi5cCKD4nLm4uPB8mVBYWIgnT55UOBtwXXP9+nVcu3aNO3t6CT09PZH4wpnULlQJJYQP8vPzYWVlVW5727ZtRWIcjIuLCyZOnIgFCxagd+/e3A/1169fr9MVmBJubm6YMmUKbt++jQ4dOgAonpb+6tWr2Lt3L8vp+MPFxQV2dnaIjY1FUVERTp8+jdDQUBw8eBAXL15kO94vK5n8Q1tbG507dxaZ5XRKlHxpUFRUxHISwcvOzkaTJk3KbVdTU0N2djYLifhr06ZN6NOnDwICAvD161csWbIEb968QUpKCh48eMB2vF/Wo0cPAMVfmGhoaIjk2MEXL14AKG4JffXqFSQlJbnPSUpKwtzcHM7OzmzF4xtRba0ntRNNTEQIH8yZMwcSEhLYunUrz3ZnZ2fk5ORg586dLCXjH1Fe3w4ornR6enoiJCQEANC6dWvMnTuXWykVBffu3YO7uzuCgoKQmZmJNm3awMXFBf3792c7Gl/l5ubi69evPNvqYov9+fPnMWjQIEhISOD8+fNV7jts2DAhpRKcPn36oHHjxjh48CC3a2NOTg7s7OyQkpKCmzdvspyw5tLT0/HXX3/xvAdnzZpV6UyrtV1wcDBMTEwgJiaG4ODgKvc1MzMTUirBcXBwwPbt2+vk/aQ6rK2t0bZtW6xevRqNGjVCcHAwNDU1MX78eBQVFeHkyZNsRyQihCqhhPDBnDlzcPDgQairq6Njx44Aiis10dHRsLW15WmdKVtRrUtoxjxSW2VnZ2PJkiU4ceIEkpOTyz1fF2fHFRMTw+fPn6GmplZuNs7SOBxOnSxfWa9fv8aAAQOQl5cHc3NzAEBQUBCkpaVx7do1GBsbs5yQlFX2GuVwOBWOmxSVa1TUvX79Gn369EGbNm3g5+eHYcOG8bTWt2rViu2IRIRQJZQQPqjueB4Oh1Mn1/MTxfXtMjIyuN9mZ2RkVLmvKH3r/fXrVyQkJJTr3lnXlxaYNWsW/P39sXr1akyePBk7d+5EbGws9uzZgw0bNsDGxobtiKQasrOzceTIEbx9+xZAcY8EGxsbyMjIsJyMP9LS0vD06dMK34O2trYspfp1Hz584HbB/dGYwbLj0euKUaNGwcfHB/Ly8hg1alSV+54+fVpIqQRH1FrrSe1FlVBCyA+J4vp2pde0K/kGv6ySll5R+Ab/3bt3cHR0xMOHD3m2i0oZNTQ0cPDgQfTs2RPy8vJ4/vw5dHV1cejQIRw9ehSXL19mO2KNxMTEQF1dne0YpAYuXLgAGxsbZGZmQl5enueew+FwkJKSwmI6UhkHBwd4enqiUaNGcHBwqHLf/fv3CykVIXUfTUxECPkhUZwxz8/PjzuLo7+/P8tpBM/e3h4NGjTAxYsX0axZM5HrRp2SkgIdHR0AxS3XJR/ou3btipkzZ7IZjS+0tLTQtWtXTJo0Cb/99huUlJTYjiQQoaGh2LFjB8/Y7NmzZ4vEuPNFixbB0dER69atq3Dyl7roR2OVS6ur45ZLVyxFsZL5o7G8pYnCuF5Se1AllBDyQ6I4Y17JjI5l/y2qXr58icDAQJH4MF8RHR0d7uychoaGOHHiBNq3b48LFy5AUVGR7Xg1FhAQAF9fX7i7u2POnDkYOHAgJk2ahKFDh9bZ92BZp06dwvjx42FlZcWdgfvx48cwNTXFsWPHMHr0aJYT1kxsbCzmzp0rMhVQABgxYgTP47JjQsuu20tqn5K1iMvO8VByHukcEkGhSigh5IdEcX27+vbtr5GREZKSktiOITAODg4ICgpCjx49sGzZMgwdOhR//fUX8vPz6/RkYCUsLS1haWmJTZs24fbt2/D19cW0adNQVFSEUaNGYd++fWxHrLElS5Zg+fLl5dZVdnV1xZIlS+p8JXTAgAEICAjgttiLgtLjWm/evImlS5di3bp13C8RHj16hBUrVmDdunVsRawxS0vLavccef78uYDT8F9UVBT33y9evICzszMWL17Mcw63bNmCTZs2sRWRiCgaE0oI+SFRnDGvqpkcSxOF8ZJAcffjkg+Dpqam5dbTFKXJl4DiCVMCAwOhq6srEl8iVOT58+dwcnJCcHCwSFyjsrKyCA4Ohq6uLs/2d+/ewdzcvM6vFert7Q13d3c4ODhU+B6sq91VS5iYmGD37t3o2rUrz/Z79+5h2rRp3C7WdY2bm1u193V1dRVgEsFr3749Vq1aBWtra57tly9fxsqVKxEYGMhSMiKKqBJKCKkWUZsx72fGstbVWR1LK1nio+w3+nV5YiJlZWWEhYVBRUUFjo6O2L59Oxo1asR2LIH6+PEjfH194evri9evX6NTp06wsbHBjBkz2I5WY9bW1hgzZky5yV/279+PY8eO4dq1aywl4w9RX2ZHRkYGz549g4mJCc/24OBgdOjQATk5OSwlI9UlIyOD58+fo3Xr1jzbQ0JC0KZNGzqHhK+oEkoIIfXAnTt3qny+Lo6LbdiwIYKDg6GjowNxcXF8/vwZqqqqbMcSiD179sDX1xcPHjyAoaEhbGxsMHHixDr/BUnpiW0+ffoEFxcXjB07lrve8uPHj/Hvv//Czc1NJCraoqx79+6QlpbGoUOH0KRJEwBAfHw8bG1tkZub+8N7EGFfmzZtYGJiAi8vL0hKSgIoXtZrypQpeP36dZ3sbkxqL6qEEkKqRdTWtysrIiICHh4e3C5jRkZGmDdvXp3salxf9OvXD/Hx8Wjbti0OHDiAcePGVbqeZF0fM6muro4JEybAxsYG5ubmbMfhm6paB0sThZZCURceHo6RI0ciLCyMu5xQTEwM9PT0cPbs2XLdrOuK0j0ulJSUqhwfWteX2Xn69CmGDh0KhmG4wxiCg4PB4XBw4cIFtG/fnuWERJRQJZQQ8kOivr7dtWvXMGzYMFhYWKBLly4AgAcPHiAoKAgXLlxAv379WE74a4KDg2FiYgIxMbEfTsRUF8dNxsfHY9u2bYiIiMDp06cxYMCASmeKPXPmjJDT8VfZmStJ3ZSVlYU7d+4gOjoaX79+5Xlu7ty5LKXiH4ZhcOPGDbx9+xZA8RI7ffv2rdPX7oEDBzB+/HhISUnhwIEDVe5rZ2cnpFSCk5WVhSNHjvCcw4kTJ0JOTo7lZETUUCWUEPJD+vr6sLa2Fqn17UqztLTEgAEDsGHDBp7ty5Ytw/Xr1+tsFyQxMTF8/vwZampqVU7EJAqtTNra2ggICEDjxo3ZjsI3ov4lQmn5+fkYOHAgdu/eDT09PbbjCMSLFy9gbW2N7OxsZGVlQVlZGUlJSZCVlYWamhoiIyPZjkgIIUJDlVBCyA/Jycnh1atXIrW0QGnS0tJ49epVuQ+/YWFhMDMzQ25uLkvJaubDhw/Q0NAAh8P54URMdX1soSj60ZcIpdf2q+tfIgCAqqoqHj58KLKV0J49e0JfXx+7d++GgoICgoKCICEhgUmTJmHevHkYNWoU2xF/mqenJ6ZNmwZpaWl4enpWua8otPQCxWtlnjlzhmfoxvDhw9GggWiselh2aIqxsTHmzp1LQ1MI31EllBDyQ6NGjcL48eMxduxYtqMIhLq6OrZu3YoxY8bwbD9x4gScnZ0RHR3NUjJSlR996C2tLn4Arm9fIixYsABSUlLleiSICkVFRTx58gQGBgZQVFTEo0eP0Lp1azx58gR2dnbc7o91SekeCNra2pXux+FwRKKl982bNxg2bBg+f/4MAwMDAMVfVqqqquLChQvlZgaua0R1aAqpnUTjaxtCiEANHjwYixcvxn///SeS69tNnToV06ZNQ2RkJDp37gyg+A/vhg0bsGjRIpbT8c+nT59w//79CieXqouVtG3btlVrPw6HUyfLV7pi+eHDB3Tu3Llca0tBQQEePnwoEpXQgoIC7Nu3Dzdv3kTbtm3LjUHbunUrS8n4Q0JCgjsRk5qaGqKjo9G6dWsoKCggJiaG5XS/JioqqsJ/i6opU6bA2NgYAQEBUFJSAgCkpqbC3t4e06ZNw8OHD1lOWDPLli3DggULKhyasnTpUqqEEr6illBCyA+J+vp2DMPAw8MDW7ZswadPnwAALVq0gLOzM+bOnVunJ9Uo4ePjg+nTp0NSUhKNGzcuN7mUKLRSiDJxcXHExcVBTU2NZ3tycjLU1NTq/HsQAHr16lXpcxwOB35+fkJMw3/9+/eHvb09Jk6ciKlTpyI4OBhz587FoUOHkJqaiidPnrAdkW9KPlqKwr2zNBkZGQQEBMDY2Jhn++vXr9GuXbs6v46mqA5NIbUTtYQSQn6obKuZqMnNzcX06dOxYMECfPnyBVFRUbh16xYMDQ1F5kPUypUr4eLiguXLl1d7WQxSe1Q2O25ycrLIzFrp7+/PdgSBWrduHb58+QIAWLt2LWxtbTFz5kzo6enV+SWESnh7e2Pbtm149+4dAEBPTw/z58/HlClTWE7GH/r6+oiPjy9XCU1ISKizS9CUpqqqipcvX5arhL58+bLcF2CE1BRVQgkh9d7w4cMxatQozJgxA4WFhejfvz8kJCSQlJSErVu3YubMmWxHrLHs7GyMHz9eZCugjo6OVT5fVz/kl0xWw+FwYG9vz7METWFhIYKDg7ldyEntZmVlxf23mpoarl69ymIa/nNxccHWrVsxZ84cdOrUCQDw6NEjLFiwANHR0XB3d2c54a/JyMjg/nv9+vWYO3cuVq1ahY4dOwIAHj9+DHd3d2zcuJGtiHxT2dCUjRs3YuHChSynI6KGuuMSQiok6pO+lKaiooI7d+7A2NgYXl5e2LFjB168eIFTp07BxcWFO0tgXbZkyRIoKytj2bJlbEcRiJEjR/I8zs/Px+vXr5GWlobevXvj9OnTLCWrGQcHBwDFaxWOHTsWMjIy3OckJSWhpaWFqVOnQkVFha2IfBUQEIATJ05UuI5mXT2H9YWqqio8PT0xYcIEnu1Hjx7FnDlzkJSUxFKymimZmbpE2a7GpR/X9W7xFQ1Nad68ORYvXiwyQ1NI7UGVUEJIhcrOdJiYmIjs7GwoKioCANLS0kRmfTtZWVm8ffsWGhoaGDt2LIyNjeHq6oqYmBgYGBggOzub7Yg1VlhYiCFDhiAnJ6fCyaXq+qQvFSkqKsLMmTPRqlUrLFmyhO04NeLm5obFixeL5Dq9JY4dOwZbW1sMGDAA169fR//+/REWFob4+HiMHDkS+/fvZztijcTHx8PZ2Rm3bt1CQkJCuTV763oFRlFREc+ePatwPGH79u2RlpbGTrAaunPnTrX37dGjhwCTCFdJ1/FGjRqxnISIKqqEEkJ+yNfXF3///Te8vb2509KHhoZi6tSpmD59OmxsbFhOWDNmZmaYMmUKRo4cCRMTE1y9ehWdOnVCYGAgBg8ejM+fP7MdscbWrFkDFxcXGBgYoEmTJuUmJqrrk75UJjQ0FD179kRcXBzbUWokKioKBQUF5T7gv3v3DhISEtDS0mInGB+ZmZlh+vTpmDVrFho1aoSgoCBoa2tj+vTpaNasGdzc3NiOWCODBg1CdHQ0Zs+ejWbNmpVrVRo+fDhLyfhjzpw5kJCQKPeFlrOzM3JycrBz506WkpHqqg/3GVJ7UCWUEPJDrVq1wsmTJ2FpacmzPTAwEL/99ludn5r/5MmTmDhxIgoLC9GnTx9cv34dQPH4n7t37+LKlSssJ6w5JSUlbNu2Dfb29mxHEarLly/Dzs4OiYmJbEepkR49esDR0RF2dnY82w8fPgwvLy/cvn2bnWB8JCcnhzdv3kBLSwuNGzfG7du3YWpqipCQEPTu3bvOf5HQqFEj3Lt3DxYWFmxH4ZvS4wQLCgrg4+MDDQ0N7njJJ0+eIDo6Gra2ttixYwdbMfkuOzu7wi7jZmZmLCXij/pwnyG1B01MRAj5obi4OBQUFJTbXlhYiPj4eBYS8ddvv/2Grl27Ii4uDubm5tztffr0KTfWsK6SkpLiLj4uispOmsEwDOLi4nDp0qVyH6jqohcvXlR4/jp27IjZs2ezkIj/lJSUuF0AW7RogdevX8PU1BRpaWki0SVeXV29XBfcuu7Fixc8j9u2bQsAiIiIAFA83l5FRQVv3rwRejZBSExMhIODQ6VfTNb1LtX14T5Dag+qhBJCfqhPnz6YPn06vLy80KZNGwDFraAzZ85E3759WU7HH02bNkXTpk15trVv356lNPw3b9487Nix46cmnKpLyn4YFhMTg6qqKrZs2fLDmXPrAg6Hw62glZaenl7nP/iW6N69O27cuAFTU1OMGTMG8+bNg5+fH27cuIE+ffqwHa/GPDw8sGzZMuzZs0dkujWK+rI6Zc2fPx9paWl48uQJevbsiTNnziA+Ph5r1qzBli1b2I5XY/XhPkNqD+qOSwj5ocTERNjZ2eHq1avcCW0KCgowYMAA+Pj40PphdcDIkSPh5+eHxo0bw9jYuNzERHV95tHs7GwwDMNdM/P9+/c4e/YsWrdujQEDBrCcruaGDh0KGRkZHD16FOLi4gCKW13GjRuHrKwskegynpKSgtzcXDRv3hxFRUXYtGkTHj58CD09PaxYsQJKSkpsR/xpSkpKPGM/s7KyUFBQAFlZ2XLvwZSUFGHH45v8/HzIyMjg5cuXMDExYTuOwDRr1gznzp1D+/btIS8vj4CAAOjr6+P8+fPYtGkT7t+/z3bEGqkP9xlSe1BLKCGkSgzDICcnB6dOncLHjx+5y5UYGhpCX1+f5XSkuhQVFblrToqiESNGcNd6TUtLQ8eOHUVqrdeNGzeie/fuMDAwQLdu3QAA9+7dQ0ZGhshMKqWsrMz9t5iYmEgsJ+Th4cF2BKGQkJCAhoaGyLeWZWVlcb90VVJSQmJiIvT19WFqaornz5+znK7m6sN9htQe1BJKCKlSUVERpKWl8ebNm3Iz5hFSW9SHtV4/ffqEv/76C0FBQZCRkYGZmRlmz57NU3mryy5fvgxxcfFyLdfXr19HYWEhBg0axFIyUh3e3t44ffo0Dh06JDLXZFnt2rXDmjVrMGDAAAwbNgyKiopYv349PD09cfLkSe5Y2LpM1O8zpPagSigh5IeMjY3h7e3NnfGQkNqmPqz1KurMzMywYcMGWFtb82y/evUqli5diqCgIJaS8Ye4uDji4uLKDV9ITk6GmppanW9FtLS0RHh4OPLz86GpqcntGl9CFFoKDx8+jIKCAtjb2yMwMBADBw5ESkoKJCUl4ePjg3HjxrEdkZA6g7rjEkJ+aMOGDVi8eDF27dol0uN9RN3Jkydx4sSJCpcWqOsfEHV1dXH27FmMHDkS165dw4IFCwAACQkJkJeXZzldzd29e7fK57t37y6kJILz7t07GBkZldtuaGiI8PBwFhLxV2Xf+efl5UFSUlLIafhvxIgRbEcQuEmTJnH/3bZtW3z48IH75ZeKigqLyfgnLS0NT58+RUJCAoqKinies7W1ZSkVEUVUCSWE/JCtrS2ys7Nhbm4OSUlJyMjI8DxflyfUqC88PT3xxx9/wN7eHufOnYODgwMiIiLw7NkzzJo1i+14Nebi4oKJEydiwYIF6NOnDzp16gSguCtn2fVt66KePXuW21Z6wpu63ooGAAoKCoiMjCw3c2x4eHi5VrW6pGRGag6HAy8vLzRs2JD7XGFhIe7evQtDQ0O24vGNq6sr2xEEzt3dHc7OzpCVlQVQ3AOjTZs2yMnJgbu7O1xcXFhOWDMXLlyAjY0NMjMzIS8vz3OP4XA4VAklfEXdcQkhP3TgwIEqnxeFdRhFnaGhIVxdXTFhwgQ0atQIQUFB0NHRgYuLC1JSUvDXX3+xHbHGPn/+zF3rVUxMDADw9OlTyMvL1/kP+enp6TyP8/Pz8eLFC6xcuRJr164ViSVMpk+fjkePHuHMmTNo1aoVgOIK6OjRo9GuXTt4eXmxnPDXaGtrAwA+fPiAli1bcmcdBQBJSUloaWnB3d0dHTp0YCsiqSZR71Ktr68Pa2trrFu3jlvRJkRQqBJKCCH1gKysLEJCQqCpqQk1NTXcuHED5ubmePfuHTp27Ijk5GS2I5JfcOfOHSxcuBCBgYFsR6mx9PR0DBw4EAEBAWjZsiUA4OPHj+jWrRtOnz4NRUVFdgPWUK9evXD69Ok6udRMdYiJifG0nJVV1ytoQHEZ4+PjoaqqyrPdz88P48aNQ2JiIkvJ+ENOTg6vXr2Cjo4O21FIPUDdcQkhPyU3N7fceEJRGHMn6po2bYqUlBRoampCQ0MDjx8/hrm5OaKioiodq0ZqvyZNmiA0NJTtGHyhoKCAhw8f4saNGzwzc4rCeFcA8Pf3BwB8/foVUVFRaNWqFRo0EJ2PYWfOnOF5XNJaf+DAAbi5ubGUij9K1nvlcDjQ19cv1xU+MzMTM2bMYDEhfwwYMAABAQFUCSVCQS2hhJAfysrKwtKlS3HixIkKW8xE4RtuUTdlyhSoq6vD1dUVO3fuxOLFi9GlSxcEBARg1KhR8Pb2ZjsiqUJwcDDPY4ZhEBcXhw0bNqCgoAD3799nKZnwmZqa4vLly1BXV2c7yk/JycnB7NmzucMbwsLCoKOjgzlz5qBFixYisS5qRXx9fXH8+HGcO3eO7Si/7MCBA2AYBo6OjvDw8ICCggL3uZIu1SXj0Osyb29vuLu7w8HBAaamppCQkOB5ftiwYSwlI6KIKqGEkB+aNWsW/P39sXr1akyePBk7d+5EbGws9uzZgw0bNsDGxobtiOQHioqKUFRUxG15OXbsGB4+fAg9PT1Mnz5dJGbnFGUlXR3L/snu2LEj9u3bV+fHvP6M0mOa65J58+bhwYMH8PDwwMCBAxEcHAwdHR2cO3cOq1atwosXL9iOKBCRkZEwMzNDZmYm21Fq7M6dO+jcuXO5ypmoKBlLXxEOh0NfOBO+okooIeSHNDQ0cPDgQfTs2RPy8vJ4/vw5dHV1cejQIRw9ehSXL19mOyKpQkFBAdatWwdHR0fuWDtSt3z48IHnsZiYGFRVVSEtLc1SIvbU1UqopqYmjh8/jo4dO/KUITw8HG3atEFGRgbbEfkuJycHy5cvx5UrV0Sm23hhYSHOnj2LkJAQAMXraA8bNoxnwilCyI+JzmAEQojApKSkcD/wycvLc5dk6dq1K2bOnMlmNFINDRo0wKZNm2h6/TpMU1OT7QikhhITE8vNqgoUD3eoakKfuqJk3GQJhmHw5csXyMrK4vDhwywm45/w8HBYW1sjNjYWBgYGAID169dDXV0dly5d4s7qLApyc3Pr5ZdcRHioEkoI+SEdHR1ERUVBQ0MDhoaGOHHiBNq3b48LFy7U+Rkr64s+ffrgzp075dZgJLVXyfqS1TF37lwBJiH8YGVlhUuXLmHOnDkAvq/z6uXlJRLjCT08PFBYWMhtESxpre/QoQO+fPnCcjr+mDt3Llq1aoXHjx9DWVkZQPHyLJMmTcLcuXNx6dIllhPWTGFhIdatW4fdu3cjPj6eO2555cqV0NLSgpOTE9sRiQih7riEkB/atm0bxMXFMXfuXNy8eRNDhw4FwzDIz8/H1q1bMW/ePLYjkh/YvXs33NzcYGNjg7Zt20JOTo7neZpwovYpWV+yRGJiIrKzs7lf/KSlpUFWVhZqamqIjIxkISE76mp33Pv372PQoEGYNGkSfHx8MH36dPz33394+PAh7ty5g7Zt27IdsUZEfQ1NoHgJk8ePH8PU1JRne1BQELp06VLnx726u7vjwIEDcHd3x9SpU/H69Wvo6Ojg+PHj8PDwwKNHj9iOSEQItYQSQn5owYIF3H/37dsXb9++RWBgIHR1dWFmZsZiMlJdv//+OwBg69at5Z6jCSdqp6ioKO6/fX198ffff8Pb25vbDTA0NBRTp07F9OnT2YpIfkLXrl3x8uVLbNiwAaamprh+/TratGmDR48elavU1EUMw1TYrTgzM1NkunVKSUlV2KqbmZkpEpO7HTx4EP/88w/69OnDs+SMubk53r59y2IyIoqoEkoIqZZbt27h1q1bSEhIQFFREc9z+/btYykVqa6y54zULStXrsTJkye5FVAAMDAwwLZt2/Dbb7/Vqxmq9+zZgyZNmrAd45e0atUKe/fuZTsGXy1cuBBA8ZdZK1euhKysLPe5wsJCPHnyBBYWFiyl468hQ4Zg2rRp8Pb2Rvv27QEAT548wYwZM0SiN0lsbCx0dXXLbS8qKkJ+fj4LiYgoo0ooIeSH3Nzc4O7uDisrKzRr1kwkJtEgpC6Ji4tDQUFBue2FhYWIj49nIRH/zZ07F7q6uuXGt/71118IDw+Hh4cHAGDixIkspOOfhISECr/Mq6u9SkqWlmEYBq9eveJpEZSUlIS5uTmcnZ3ZisdXnp6esLOzQ6dOnbjLtOTn52P48OHYvn07y+lqzsjICPfu3Ss3EdrJkydhaWnJUioiqmhMKCHkh5o1a4ZNmzZh8uTJbEchNXDnzh1s3ryZu7SAkZERFi9ejG7durGcjPzI0KFDERsbCy8vL7Rp0wYAEBgYiGnTpqFFixY4f/48ywlrrqQcZcdGPn/+HMOGDcPHjx9ZSsYfgYGBsLOzQ0hISLn1XkWhS7yDgwO2b98OeXl5tqMIXHh4OP777z8AxffRiloP66Jz587Bzs4Oy5cvh7u7O9zc3BAaGoqDBw/i4sWL6NevH9sRiQihSigh5IcaN26Mp0+fitT08/XN4cOH4eDggFGjRqFLly4AgAcPHuDMmTPw8fGp861Loi4xMRF2dna4evUqtwWmoKAAAwYMgI+PT4VLf9Q10tLSeP36dbkP9OHh4TAxMUFubi5LyfjD3NwcrVq1wtKlS9GkSZNyPUpoGZ66wdvbG9u2bcO7d+8AAHp6epg/fz6mTJnCcjL+uHfvHtzd3REUFITMzEy0adMGLi4u6N+/P9vRiIihSigh5IeWLl2Khg0bYuXKlWxHIb+odevWmDZtGs8kU0DxREV79+7lto6S2i0sLIw7QYihoSH09fVZTsQ/JiYmmDFjBmbPns2zfceOHdi1axe35amuatSoEV68eCEyrWb1kYuLC7Zu3Yo5c+Zwl9V59OgR/vrrLyxYsADu7u4sJxSOo0ePYtiwYeVmWSfkZ1AllBBSoZLJJoDiSQkOHDgAMzMzmJmZcVtiSlQ04yqpXaSkpPDmzRuRbWUidd++ffswe/ZsLF68GL179wZQPCHali1b4OHhgalTp7KcsGZGjBiByZMnY/To0WxHIb9IVVUVnp6emDBhAs/2o0ePYs6cOUhKSmIpmXDJy8vj5cuXdW6ZJFK70MREhJAKlUw2UaJkdsPXr1/zbKdJiuoGdXV13Lp1q1wl9ObNm1BXV2cpFamuwsJC+Pj4VDpDtZ+fH0vJ+MfR0RF5eXlYu3YtVq9eDQDQ0tLCrl27YGtry3K6mvPy8oKdnR1ev34NExOTcl/micLsqqIuPz8fVlZW5ba3bdu2wonDRBW1XxF+oEooIaRC/v7+bEcgfLRo0SLMnTsXL1++ROfOnQEUjwn18fERiVkdRd28efPg4+ODwYMHw8TERGS//Jk5cyZmzpyJxMREyMjIoGHDhmxH4ptHjx7hwYMHuHLlSrnnRGFiovpg8uTJ2LVrV7neP//880+9WiaJEH6g7riEEFJPnDlzBlu2bOGO/2zdujUWL16M4cOHs5yM/IiKigoOHjwIa2trtqOQX6SlpYUhQ4Zg5cqVdXad0/puzpw5OHjwINTV1dGxY0cAxeuERkdHw9bWlqd1W5SHqTRq1AhBQUHUHZfUCFVCCSGEkFquefPmuH37tkhNRAQAbdq0wa1bt6CkpARLS8sqW3ifP38uxGT816hRI7x8+ZJmGa/DevXqVa39OByOSHSRrwxVQgk/UHdcQgghpJZbtGgRtm/fjr/++kukuuIOHz4cUlJSAIon7hFlo0aNgr+/P1VC6zAapkII/1BLKCGEiCglJaVqV1hSUlIEnIbUxMiRI+Hv7w9lZWUYGxuXm9Tm9OnTLCUj1bV27Vp4eHhg8ODBMDU1LXcO586dy1IyQn6OiYkJrly5QpPakRqhSighhIioAwcOVHtfOzs7ASYhNeXg4FDl8/v37xdSEsH7+vVrhTMAa2hosJSIP7S1tSt9jsPhIDIyUohpCCGEXVQJJYQQQgjrwsLC4OTkhIcPH/JsZxiGZo8lRECoxwxhC40JJYSQeqKoqAjh4eEVtjJ1796dpVTkZyQmJiI0NBQAYGBgAFVVVZYT8Y+DgwMaNGiAixcvolmzZiI19rWsku//RbmMpG7w8PBgOwKpp6gllBBC6oHHjx9j4sSJ+PDhQ7mFxqmVqfbLysriLg9R8gWCuLg4bG1tsWPHDsjKyrKcsObk5OQQGBgIQ0NDtqMIzMGDB/Hnn3/i3bt3AAB9fX0sXrwYkydPZjkZIYQIlxjbAQghhAjejBkzYGVlhdevXyMlJQWpqancH+piVfstXLgQd+7cwYULF5CWloa0tDScO3cOd+7cwaJFi9iOxxdGRkZISkpiO4bAbN26FTNnzoS1tTVOnDiBEydOYODAgZgxYwa2bdvGdjxCAAARERFYsWIFJkyYgISEBADAlStX8ObNG5aTEVFDLaGEEFIPyMnJISgoCLq6umxHIb9ARUUFJ0+eRM+ePXm2+/v7Y+zYsUhMTGQnGB/5+flhxYoVWLduXYWzx8rLy7OUjD+0tbXh5uYGW1tbnu0HDhzAqlWrEBUVxVIyQorduXMHgwYNQpcuXXD37l2EhIRAR0cHGzZsQEBAAE6ePMl2RCJCqCWUEELqgQ4dOiA8PJztGOQXZWdno0mTJuW2q6mpITs7m4VE/Ne3b188fvwYffr0gZqaGpSUlKCkpARFRUUoKSmxHa/G4uLi0Llz53LbO3fujLi4OBYSEcJr2bJlWLNmDW7cuAFJSUnu9t69e+Px48csJiOiiCYmIoQQERUcHMz995w5c7Bo0SJ8/vy5wlYmMzMzYccjP6FTp05wdXXFwYMHIS0tDQDIycmBm5sbOnXqxHI6/vD392c7gkDp6urixIkT+N///sez/fjx49DT02MpFSHfvXr1Cr6+vuW2q6mpiXRXecIOqoQSQoiIsrCwAIfD4ZmIyNHRkfvvkudoYqLaz8PDAwMHDkTLli1hbm4OAAgKCoKUlBSuX7/Ocjr+6NGjB9sRBMrNzQ3jxo3D3bt30aVLFwDAgwcPcOvWLZw4cYLldIQAioqKiIuLK7em7YsXL9CiRQuWUhFRRWNCCSFERH348KHa+2pqagowCeGH7OxsHDlyBG/fvgUAtG7dGjY2NpCRkWE5GX9lZ2cjOjoaX79+5dkuCq31gYGB2LZtG0JCQgAUn8NFixbB0tKS5WSEAM7Oznjy5An+/fdf6Ovr4/nz54iPj4etrS1sbW3h6urKdkQiQqgSSggh9cD69evRpEkTnpZQANi3bx8SExOxdOlSlpKR6qgP5y8xMREODg64cuVKhc9Taz0hgvX161fMmjULPj4+KCwsRIMGDVBYWIiJEyfCx8cH4uLibEckIoQqoYQQUg9oaWnB19e33MQoT548wfjx42lmzlquPpw/GxsbfPjwAR4eHujZsyfOnDmD+Ph4rFmzBlu2bMHgwYPZjvjTMjIyqr1vXZ/9l4iO6OhovH79GpmZmbC0tKQxy0QgaEwoIYTUA58/f0azZs3KbVdVVaWZOeuA+nD+/Pz8cO7cOVhZWUFMTAyampro168f5OXlsX79+jpZCVVUVASHw6lyHxqXTWqL+/fvo2vXrtDQ0ICGhgbbcYiIo0ooIYTUA+rq6njw4EG5CScePHiA5s2bs5SKVFd9OH9ZWVlQU1MDACgpKSExMRH6+vowNTXF8+fPWU73a0R9xl8iWnr37o0WLVpgwoQJmDRpEoyMjNiOREQYVUIJIaQemDp1KubPn4/8/Hz07t0bAHDr1i0sWbIEixYtYjkd+ZH6cP4MDAwQGhoKLS0tmJubY8+ePdDS0sLu3bsrbAWuC0R9xl8iWj59+oRjx47h6NGj2LBhA8zMzGBjY4MJEyagZcuWbMcjIobGhBJCSD3AMAyWLVsGT09P7qyj0tLSWLp0KVxcXFhOR36kPpy/w4cPo6CgAPb29ggMDMTAgQORkpICSUlJ+Pj4YNy4cWxH5AtRnv2XiI6oqCj4+vri6NGjePv2Lbp37w4/Pz+2YxERQpVQQgipRzIzMxESEgIZGRno6elBSkqK7UjkJ9Sn85ednY23b99CQ0MDKioqbMepMZr9l9Q1hYWFuHLlClauXIng4GC6RglfibEdgBBCiPA0bNgQ7dq1g4mJiUhXYERVfTp/srKyaNOmjUhUQAFg/vz5SEtLw5MnTyAjI4OrV6/iwIED0NPTw/nz59mORwjXgwcP8Pvvv6NZs2aYOHEiTExMcOnSJbZjERFDLaGEEEIIYd3ChQsr3M7hcCAtLQ1dXV0MHz4cysrKQk7GH82aNcO5c+fQvn17yMvLIyAgAPr6+jh//jw2bdqE+/fvsx2R1HPLly/HsWPH8OnTJ/Tr1w82NjYYPnw4ZGVl2Y5GRBBVQgkhhBDCul69euH58+coLCyEgYEBACAsLAzi4uIwNDREaGgoOBwO7t+/Xydn7ZSXl0dwcDC0tLSgqakJX19fdOnSBVFRUTA2NkZ2djbbEUk916VLF9jY2GDs2LEi0wOB1F7UHZcQQgghrBs+fDj69u2LT58+ITAwEIGBgfj48SP69euHCRMmIDY2Ft27d8eCBQvYjvpLSmb/BcCd/Tc2NrZOz/5LREtJN1yqgBJhoJZQQgghhLCuRYsWuHHjRrlWzjdv3qB///6IjY3F8+fP0b9/fyQlJbGU8tfVl9l/Sd126NAh7N69G1FRUXj06BE0NTXh4eEBbW1tDB8+nO14RIRQSyghhBBCWJeeno6EhIRy2xMTE5GRkQEAUFRULLe0SV0xadIk2NvbAwDatm2LDx8+4NmzZ4iJiaEKKKkVdu3ahYULF8La2hppaWnc2XAVFRXh4eHBbjgicqgSSgghhBDWDR8+HI6Ojjhz5gw+fvyIjx8/4syZM3BycsKIESMAAE+fPoW+vj67QflE1Gb/JXXfjh07sHfvXvzxxx8QFxfnbreyssKrV69YTEZEUQO2AxBCCCGE7NmzBwsWLMD48eNRUFAAAGjQoAHs7Oywbds2AIChoSG8vLzYjPnLCgsL4ePjg1u3biEhIQFFRUU8z/v5+bGUjJBiUVFRsLS0LLddSkoKWVlZLCQioowqoYQQQghhVWFhIZ4/f45NmzZh27ZtiIyMBADo6OigYcOG3P0sLCxYSlhz8+bNg4+PDwYPHgwTExNwOBy2IxHCQ1tbGy9fvoSmpibP9qtXr6J169YspSKiiiqhhBBCCGGVuLg4+vfvj5CQEGhra8PMzIztSHx37NgxnDhxAtbW1mxHIaRCCxcuxKxZs5CbmwuGYfD06VMcPXoU69evr7M9EEjtRZVQQgghhLDOxMQEkZGR0NbWZjuKQEhKSkJXV5ftGIRUasqUKZCRkcGKFSuQnZ2NiRMnonnz5ti+fTvGjx/PdjwiYmiJFkIIIYSw7urVq1i+fDlWr16Ntm3bQk5Ojud5eXl5lpLxx5YtWxAZGYm//vqLuuKSWi87OxuZmZlQU1NjOwoRUVQJJYQQQgjrxMS+T9hfupLGMAw4HA53uYi6ZNSoUTyP/fz8oKysDGNjY0hISPA8d/r0aWFGI4QQVlF3XEIIIYSwzt/fn+0IfKegoMDzeOTIkSwlIaRilpaW1W6Zf/78uYDTkPqEKqGEEEIIYV2PHj2QlpYGb29vhISEAACMjIzg5ORUrjJXV+zfv5/tCIRUqWQNXkKEjbrjEkIIIYR1AQEBGDhwIKSlpdG+fXsAwLNnz5CTk4Pr16+jTZs2LCckhADA0aNHMWzYsHLjtgn5GVQJJYQQQgjrunXrBl1dXezduxcNGhR31CooKMCUKVMQGRmJu3fvspzw57Vp0wa3bt2CkpLSD7s9UldHUlfIy8vj5cuX0NHRYTsKqcOoOy4hhBBCWBcQEMBTAQWABg0aYMmSJbCysmIx2a8bPnw4pKSkAFC3RyI6qP2K8ANVQgkhhBDCOnl5eURHR8PQ0JBne0xMDBo1asRSqppxdXUFABQWFqJXr14wMzODoqIiu6EIIaQWEPvxLoQQQgghgjVu3Dg4OTnh+PHjiImJQUxMDI4dO4YpU6ZgwoQJbMerEXFxcfTv3x+pqalsRyGEkFqBWkIJIYQQwrrNmzeDw+HA1tYWBQUFAAAJCQnMnDkTGzZsYDldzZmYmCAyMhLa2tpsRyGEENbRxESEEEIIqTWys7MREREBAGjVqhVkZWVZTsQfV69exfLly7F69Wq0bdu23Myi8vLyLCUj5Oc0atQIQUFBNDERqRGqhBJCCCGECJiY2PcRUKVnyWUYBhwOB4WFhWzEIuSnmZiY4MqVK1BXV2c7CqnDqDsuIYQQQoiA7d+/H+rq6hAXF+fZXlRUhOjoaJZSEfKdnZ0dnJyc0L179yr3e/36tZASEVFGLaGEEEIIIQImLi6OuLg4qKmp8WxPTk6GmpoatYQS1o0YMQKXL1+GpqYmHBwcYGdnhxYtWrAdi4gomh2XEEIIIUTASrrdlpWZmQlpaWkWEhHC6+zZs4iNjcXMmTNx/PhxaGlpYdCgQTh58iTy8/PZjkdEDLWEEkIIIYQIyMKFCwEA27dvx9SpU3kmWiosLMSTJ08gLi6OBw8esBWRkAo9f/4c+/fvh5eXFxo2bIhJkybh999/h56eHtvRiAigMaGEEEIIIQLy4sULAMUtoa9evYKkpCT3OUlJSZibm8PZ2ZmteIRUKC4uDjdu3MCNGzcgLi4Oa2trvHr1CkZGRti0aRMWLFjAdkRSx1FLKCGEEEKIgDk4OGD79u20FAuptfLz83H+/Hns378f169fh5mZGaZMmYKJEydyr9szZ87A0dERqampLKcldR1VQgkhhBBCCKnnVFRUUFRUhAkTJmDq1KmwsLAot09aWhosLS0RFRUl/IBEpFAllBBCCCGEkHru0KFDGDNmDE2URYSCZsclhBBCCCGknvP3969wFtysrCw4OjqykIiIMmoJJYQQQgghpJ6rbC3bpKQkNG3aFAUFBSwlI6KIZsclhBBCCCGknsrIyADDMGAYBl++fOHpjltYWIjLly+Xq5gSUlNUCSWEEEIIIaSeUlRUBIfDAYfDgb6+frnnORwO3NzcWEhGRBl1xyWEEEIIIaSeunPnDhiGQe/evXHq1CkoKytzn5OUlISmpiaaN2/OYkIiiqgSSgghhBBCSD334cMHaGhogMPhsB2F1ANUCSWEEEIIIaQeCg4OhomJCcTExBAcHFzlvmZmZkJKReoDqoQSQgghhBBSD4mJieHz589QU1ODmJgYOBwOKqoacDgcFBYWspCQiCqamIgQQgghhJB6KCoqCqqqqtx/EyIs1BJKCCGEEEIIIURoqCWUEEIIIYSQeuj8+fPV3nfYsGECTELqG2oJJYQQQgghpB4SExPjeVx2TGjpmXJpTCjhJ7Ef70IIIYQQQggRNUVFRdyf69evw8LCAleuXEFaWhrS0tJw+fJltGnTBlevXmU7KhEx1BJKCCGEEEJIPWdiYoLdu3eja9euPNvv3buHadOmISQkhKVkRBRRSyghhBBCCCH1XEREBBQVFcttV1BQwPv374Weh4g2agklhBBCCCGknuvevTukpaVx6NAhNGnSBAAQHx8PW1tb5Obm4s6dOywnJKKEKqGEEEIIIYTUc+Hh4Rg5ciTCwsKgrq4OAIiJiYGenh7Onj2L/7d3/6xRdHEUgM+YGJYIgkjSBJSAjRD8g0K0FPIB0ooYsLGLYLBSFOIHEN1GkFgIoqQSWwXbsCCm0MIipEhjozYJWKzLWgiBoL68hc7A3Oepdu+d4rSHO787x44dazghbaKEAgAAGQ6Hef36dT5+/JgkOX78eObm5vbckgt/gxIKAABAbUabDgAAANSv2+3m6tWr6XQ66Xa7//nstWvXakpFCZyEAgBAgaanp/P27dscPnw409PTf3yuqqpsbm7WmIy2U0IBAACoje+EAgAAu4bDYZxT8S8poQAAQB4/fpyZmZl0Op10Op3MzMxkZWWl6Vi0kIuJAACgcHfu3Mm9e/eyuLiY8+fPJ0nW1tZy/fr1bG1t5e7duw0npE3MhAIAQOEmJibS7XZz8eLFPevPnz/P4uJiPn/+3FAy2sjruAAAULh+v5+zZ8/+sn7mzJl8//69gUS0mRIKAACFu3z5ch4+fPjL+qNHj3Lp0qUGEtFmZkIBAKBAS0tLu7+rqsrKykpevXqVc+fOJUl6vV62traysLDQVERaykwoAAAU6MKFC//ruaqq8ubNm3+chpIooQAAANTGTCgAABSs3+9ndHQ0Hz58aDoKhVBCAQCgYPv378+RI0cyGAyajkIhlFAAACjcrVu3cvPmzXz9+rXpKBTATCgAABTu9OnT2djYSL/fz9GjR3PgwIE9++/evWsoGW3kEy0AAFC4+fn5piNQECehAAAA1MZMKAAAALXxOi4AABRu3759qarqj/tuzuVvUkIBAKBwL1682PO/3+9nfX09T548yfLyckOpaCszoQAAwG89e/Ysq6urefnyZdNRaBElFAAA+K3Nzc2cOHEiOzs7TUehRVxMBAAA/OLbt2/pdruZmppqOgotYyYUAAAKd+jQoT0XEw2Hw2xvb2d8fDxPnz5tMBltpIQCAEDh7t+/n8FgkJGRkSQ/b8udmJjI7Oxstre3G05H25gJBQCAwo2MjOTTp0+ZnJzcs/7ly5dMTk76RAt/lZlQAAAo3HA4/O13Qnd2dtLpdBpIRJt5HRcAAAq1tLSUJKmqKrdv3874+Pju3mAwSK/Xy6lTpxpKR1spoQAAUKj19fUkP09C379/n7Gxsd29sbGxnDx5Mjdu3GgqHi1lJhQAAAp35cqVPHjwIAcPHmw6CgVQQgEAAKiNi4kAAACojRIKAABAbZRQAAAAaqOEAgAAUBslFAAAgNoooQAAANRGCQUAAKA2PwBy02iVOuIXggAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.heatmap(df4.drop(columns=['turbidity_level']).corr(), annot=True, cmap=\"coolwarm\", fmt=\".2f\", linewidths=0.5)\n", + "plt.title(\"Матрица корреляций\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8cac80dc-dd78-4449-84e5-b4ecbb350b85", + "metadata": {}, + "source": [ + "## Парные диаграммы\n", + "Отображает распределение и взаимосвязь признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "626c96e9-3c7b-475b-8b31-e16c26395402", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "sns.pairplot(df4_filtered, hue=\"potability\", corner=True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "0e685fe5-871d-4647-a75a-84539605feed", + "metadata": {}, + "source": [ + "## Диаграмма рассеяния" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "e1c0b5e8-0940-45a8-ba03-4b712fa20340", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='turbidity', y='organic_carbon', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь мутности и органического углерода с пригодностью воды\")\n", + "plt.xlabel(\"Мутность (Turbidity)\")\n", + "plt.ylabel(\"Органический углерод (Organic Carbon)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='hardness', y='conductivity', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь жесткости и проводимости с пригодностью воды\")\n", + "plt.xlabel(\"Жесткость воды (Hardness)\")\n", + "plt.ylabel(\"Проводимость (Conductivity)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='ph', y='potability', alpha=0.5, color=\"purple\")\n", + "plt.title(\"Зависимость pH от пригодности воды\")\n", + "plt.xlabel(\"pH\")\n", + "plt.ylabel(\"Пригодность к питью (0 - нет, 1 - да)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "c84f59c6-c486-44f2-bbc7-4abe405505e9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "707e19a4-343f-46fb-a10b-352a5ffda6d4", + "metadata": {}, + "source": [ + "___\n", + "# №6" + ] + }, + { + "cell_type": "markdown", + "id": "d8012d87-7db3-4364-a8a3-f8c731162736", + "metadata": {}, + "source": [ + "### Удаление признаков с низкой дисперсией" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "dcdfff49-6bbf-4c04-ad2b-6dc4558b8ff8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Index(['ph', 'hardness', 'solids', 'chloramines', 'sulfate', 'conductivity',\n", + " 'organic_carbon', 'trihalomethanes', 'turbidity', 'potability'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Создание объекта для удаления признаков с низкой дисперсией\n", + "selector = VarianceThreshold(threshold=0.01) # Устанавливаем порог дисперсии (например, 0.01)\n", + "\n", + "# Применяем фильтр к данным\n", + "df2_filtered = df2[df2.columns[selector.fit(df2).get_support()]] # Оставляем только признаки с высокой дисперсией\n", + "print(df2_filtered.columns) # Печатаем имена оставшихся столбцов" + ] + }, + { + "cell_type": "markdown", + "id": "9fb3797c-cb7e-4d2f-a796-f540d8a60209", + "metadata": {}, + "source": [ + "### Одномерный отбор признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "8f24f758-1ebd-4741-afac-e51c20b309c5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки: Index(['hardness', 'solids', 'chloramines', 'sulfate', 'organic_carbon'], dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_classif\n", + "\n", + "# Отбор признаков, используя критерий f_classif\n", + "X = df2.drop(columns=[\"potability\"]) # Признаки (все столбцы, кроме целевой переменной)\n", + "y = df2[\"potability\"] # Целевая переменная\n", + "\n", + "# Применяем SelectKBest\n", + "selector = SelectKBest(f_classif, k=5) # Отбираем 5 лучших признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим имена выбранных признаков\n", + "selected_columns = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_columns)\n" + ] + }, + { + "cell_type": "markdown", + "id": "797f6113-b44f-43cc-a488-e7530a16eafe", + "metadata": {}, + "source": [ + "### Рекурсивное исключение признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "b2e7a98e-b438-4192-a93d-74c62a29667d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки после RFE: Index(['hardness', 'chloramines', 'sulfate', 'organic_carbon', 'turbidity'], dtype='object')\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " hardness chloramines sulfate organic_carbon turbidity\n", + "0 204.890455 7.300212 368.516441 10.379783 2.963135\n", + "1 129.422921 6.635246 333.775777 15.180013 4.500656\n", + "2 224.236259 9.275884 333.775777 16.868637 3.055934\n", + "3 214.373394 8.059332 356.886136 18.436524 4.628771\n", + "4 181.101509 6.546600 310.135738 11.558279 4.075075\n", + "... ... ... ... ... ...\n", + "3271 193.681735 7.166639 359.948574 13.894419 4.435821\n", + "3272 193.553212 8.061362 333.775777 19.903225 2.798243\n", + "3273 175.762646 7.350233 333.775777 11.039070 3.298875\n", + "3274 230.603758 6.303357 333.775777 11.168946 4.708658\n", + "3275 195.102299 7.509306 333.775777 16.140368 2.309149\n", + "\n", + "[3276 rows x 5 columns]" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LogisticRegression\n", + "\n", + "# Признаки и целевая переменная\n", + "X = df2.drop(columns=[\"potability\"])\n", + "y = df2[\"potability\"]\n", + "\n", + "model = LogisticRegression(max_iter=2000)\n", + "selector = RFE(model, n_features_to_select=5) # Выбираем 5 признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "selected_columns_rfe = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки после RFE:\", selected_columns_rfe)\n", + "# Преобразуем данные обратно в DataFrame с исходными именами колонок\n", + "X_new_df = pd.DataFrame(X_new, columns=selected_columns_rfe)\n", + "X_new_df" + ] + }, + { + "cell_type": "markdown", + "id": "ce903807-038b-4f3f-a736-5e91b9ef857c", + "metadata": {}, + "source": [ + "___\n", + "# №7" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "dc6f77de-b579-4933-8e76-1d31944ee2b9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a26ab089-0231-4dd7-907e-49722314d571", + "metadata": {}, + "source": [ + "___\n", + "# №8" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "id": "8de7381d-bcac-4ed1-acb1-37bd104890fd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Размер df4_train: (2620, 9)\n", + "Размер df4_test: (656, 9)\n", + "Размер df4_train_y: (2620,)\n", + "Размер df4_test_y: (656,)\n", + "\n", + "Первые строки df4_train:\n", + " ph hardness solids chloramines sulfate \\\n", + "2214 7.822492 208.636720 22308.821729 5.850328 408.123255 \n", + "1634 6.037428 227.033994 12988.791229 8.476905 392.380529 \n", + "2605 8.445219 228.522860 28966.569327 6.179855 333.775777 \n", + "114 6.745307 218.424637 21871.838700 7.165509 333.775777 \n", + "129 6.506488 202.285938 17087.076902 6.201983 326.662368 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "2214 502.789396 16.135732 60.393982 3.835332 \n", + "1634 306.386283 7.122391 41.190507 3.594217 \n", + "2605 361.705354 14.554220 60.612230 4.400706 \n", + "114 373.050102 16.826619 74.086080 3.902353 \n", + "129 481.771934 16.535186 46.205748 3.548776 \n", + "\n", + "Первые строки df4_test:\n", + " ph hardness solids chloramines sulfate \\\n", + "664 7.036752 188.743562 19037.462638 6.034236 333.775777 \n", + "2530 6.172517 187.787017 10498.635154 7.722561 322.521035 \n", + "2870 7.036752 176.386651 26003.163265 7.809251 358.429774 \n", + "1045 6.369112 235.340943 34456.801132 9.170940 295.350524 \n", + "95 6.140878 197.876090 26687.874483 7.587196 329.231853 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "664 388.065857 15.149068 78.499418 2.723651 \n", + "2530 467.090425 21.233978 68.163642 4.129985 \n", + "2870 336.142005 14.447961 90.224844 4.410674 \n", + "1045 357.417285 9.213268 59.280269 2.275903 \n", + "95 548.072761 15.836330 41.263648 5.359460 \n", + "\n", + "Первые строки df4_train_y:\n", + "2214 0\n", + "1634 1\n", + "2605 0\n", + "114 0\n", + "129 0\n", + "Name: potability, dtype: int64\n", + "\n", + "Первые строки df4_test_y:\n", + "664 1\n", + "2530 0\n", + "2870 0\n", + "1045 0\n", + "95 0\n", + "Name: potability, dtype: int64\n", + "Размер data_train: (1608, 9)\n", + "Размер data_test: (403, 9)\n", + "Размер data_train_y: (1608,)\n", + "Размер data_test_y: (403,)\n", + "\n", + "Первые строки data_train:\n", + " ph Hardness Solids Chloramines Sulfate \\\n", + "269 9.058628 155.357557 15737.468938 7.251979 343.233977 \n", + "370 5.628407 226.830043 28334.491937 8.012497 293.924273 \n", + "1233 5.214009 192.648846 34184.308402 5.783357 282.969879 \n", + "3177 7.423586 180.453871 34451.984214 7.930651 303.790134 \n", + "2042 7.669013 205.595635 11579.441693 4.263279 356.136518 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity \n", + "269 463.389256 17.854470 83.175189 3.652134 \n", + "370 351.161213 15.019241 35.178662 5.050683 \n", + "1233 380.428415 15.867751 80.498498 4.453526 \n", + "3177 429.859999 7.665923 66.700476 3.365397 \n", + "2042 407.721613 10.829045 83.243808 4.589513 \n", + "\n", + "Первые строки data_test:\n", + " ph Hardness Solids Chloramines Sulfate \\\n", + "1853 3.978285 160.818474 14433.780496 8.410892 311.295329 \n", + "630 7.918150 214.186611 23823.492888 7.290878 341.173322 \n", + "586 6.499068 173.768874 23734.846211 9.009056 330.164682 \n", + "2994 4.497585 193.936515 27768.382870 6.906348 330.430700 \n", + "2988 5.801571 201.892474 15327.879723 6.860647 328.932585 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity \n", + "1853 414.328215 20.771485 78.273240 3.751566 \n", + "630 411.424483 19.585002 25.057375 4.028958 \n", + "586 593.561756 13.986294 63.693876 4.355880 \n", + "2994 556.032922 22.618411 81.265816 4.965739 \n", + "2988 281.085032 19.812484 55.397564 4.425378 \n", + "\n", + "Первые строки data_train_y:\n", + "269 1\n", + "370 1\n", + "1233 0\n", + "3177 1\n", + "2042 1\n", + "Name: Potability, dtype: int64\n", + "\n", + "Первые строки data_test_y:\n", + "1853 0\n", + "630 0\n", + "586 0\n", + "2994 0\n", + "2988 0\n", + "Name: Potability, dtype: int64\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "\n", + "def split_and_print_data(X, y, name):\n", + " X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42, stratify=y)\n", + " \n", + " print(f\"Размер {name}_train: {X_train.shape}\")\n", + " print(f\"Размер {name}_test: {X_test.shape}\")\n", + " print(f\"Размер {name}_train_y: {y_train.shape}\")\n", + " print(f\"Размер {name}_test_y: {y_test.shape}\")\n", + " \n", + " # Вывод первых нескольких строк для проверки\n", + " print(f\"\\nПервые строки {name}_train:\")\n", + " print(X_train.head())\n", + " print(f\"\\nПервые строки {name}_test:\")\n", + " print(X_test.head())\n", + " print(f\"\\nПервые строки {name}_train_y:\")\n", + " print(y_train.head())\n", + " print(f\"\\nПервые строки {name}_test_y:\")\n", + " print(y_test.head())\n", + " \n", + " return X_train, X_test, y_train, y_test\n", + "\n", + "# Для df4\n", + "X_df4 = df4.drop(columns=[\"potability\", \"turbidity_level_encoded\", \"turbidity_level\"])\n", + "y_df4 = df4[\"potability\"]\n", + "X_train_df4, X_test_df4, y_train_df4, y_test_df4 = split_and_print_data(X_df4, y_df4, \"df4\")\n", + "\n", + "# Для df\n", + "X_data = df.drop(columns=[\"Potability\"])\n", + "y_data = df[\"Potability\"]\n", + "X_train_data, X_test_data, y_train_data, y_test_data = split_and_print_data(X_data, y_data, \"data\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 81, + "id": "458bc21f-b051-464d-938d-bd4d16492399", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbiditypotabilityturbidity_levelturbidity_level_encoded
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350low1
13.716080129.42292118630.0578586.635246333.775777592.88535915.18001356.3290764.5006560high0
28.099124224.23625919909.5417329.275884333.775777418.60621316.86863766.4200933.0559340low1
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710high0
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750high0
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080low1
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890low1
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250high0
87.036752118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170low1
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620high0
107.360640165.52079732452.6144097.550701326.624353425.38341915.58681078.7400163.6622920low1
117.974522218.69330018767.6566828.110385333.775777364.09823014.52574676.4859114.0117180high0
127.119824156.70499318730.8136533.606036282.344050347.71502715.92953679.5007783.4457560low1
137.036752150.17492327331.3619626.838223299.415781379.76183519.37080776.5099964.4139740high0
147.496232205.34498228388.0048875.072558333.775777444.64535213.22831170.3002134.7773820high0
156.347272186.73288141065.2347659.629596364.487687516.74328211.53978175.0716174.3763480high0
167.051786211.04940630980.60078710.094796333.775777315.14126720.39702256.6516044.2684290high0
179.181560273.81380724041.3262806.904990398.350517477.97464213.38734171.4573624.5036610high0
188.975464279.35716719460.3981316.204321333.775777431.44399012.88875963.8212372.4360860low1
197.371050214.49661025630.3200374.432669335.754439469.91455112.50916462.7972772.5602990low1
207.036752227.43504822305.56741410.333918333.775777554.82008616.33169345.3828154.1334230high0
\n", + "
" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "5 5.584087 188.313324 28748.687739 7.544869 326.678363 \n", + "6 10.223862 248.071735 28749.716544 7.513408 393.663396 \n", + "7 8.635849 203.361523 13672.091764 4.563009 303.309771 \n", + "8 7.036752 118.988579 14285.583854 7.804174 268.646941 \n", + "9 11.180284 227.231469 25484.508491 9.077200 404.041635 \n", + "10 7.360640 165.520797 32452.614409 7.550701 326.624353 \n", + "11 7.974522 218.693300 18767.656682 8.110385 333.775777 \n", + "12 7.119824 156.704993 18730.813653 3.606036 282.344050 \n", + "13 7.036752 150.174923 27331.361962 6.838223 299.415781 \n", + "14 7.496232 205.344982 28388.004887 5.072558 333.775777 \n", + "15 6.347272 186.732881 41065.234765 9.629596 364.487687 \n", + "16 7.051786 211.049406 30980.600787 10.094796 333.775777 \n", + "17 9.181560 273.813807 24041.326280 6.904990 398.350517 \n", + "18 8.975464 279.357167 19460.398131 6.204321 333.775777 \n", + "19 7.371050 214.496610 25630.320037 4.432669 335.754439 \n", + "20 7.036752 227.435048 22305.567414 10.333918 333.775777 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity potability \\\n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "5 280.467916 8.399735 54.917862 2.559708 0 \n", + "6 283.651634 13.789695 84.603556 2.672989 0 \n", + "7 474.607645 12.363817 62.798309 4.401425 0 \n", + "8 389.375566 12.706049 53.928846 3.595017 0 \n", + "9 563.885481 17.927806 71.976601 4.370562 0 \n", + "10 425.383419 15.586810 78.740016 3.662292 0 \n", + "11 364.098230 14.525746 76.485911 4.011718 0 \n", + "12 347.715027 15.929536 79.500778 3.445756 0 \n", + "13 379.761835 19.370807 76.509996 4.413974 0 \n", + "14 444.645352 13.228311 70.300213 4.777382 0 \n", + "15 516.743282 11.539781 75.071617 4.376348 0 \n", + "16 315.141267 20.397022 56.651604 4.268429 0 \n", + "17 477.974642 13.387341 71.457362 4.503661 0 \n", + "18 431.443990 12.888759 63.821237 2.436086 0 \n", + "19 469.914551 12.509164 62.797277 2.560299 0 \n", + "20 554.820086 16.331693 45.382815 4.133423 0 \n", + "\n", + " turbidity_level turbidity_level_encoded \n", + "0 low 1 \n", + "1 high 0 \n", + "2 low 1 \n", + "3 high 0 \n", + "4 high 0 \n", + "5 low 1 \n", + "6 low 1 \n", + "7 high 0 \n", + "8 low 1 \n", + "9 high 0 \n", + "10 low 1 \n", + "11 high 0 \n", + "12 low 1 \n", + "13 high 0 \n", + "14 high 0 \n", + "15 high 0 \n", + "16 high 0 \n", + "17 high 0 \n", + "18 low 1 \n", + "19 low 1 \n", + "20 high 0 " + ] + }, + "execution_count": 81, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "___\n", + "# №9" + ] + }, + { + "cell_type": "markdown", + "id": "fa0d1354-b543-4b3b-9340-54e4a0547d54", + "metadata": {}, + "source": [ + "Большая разница дипозонов может повлиять на работу моделей." + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "d7dc5bda-12cd-463b-ac3a-af36cb966a35", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Первые строки масштабированной обучающей выборки df4:\n", + "[[0.57046271 0.58472759 0.36101185 0.43321869 0.79289477 0.56186178\n", + " 0.56177277 0.48397707 0.44658239]\n", + " [0.43638592 0.65145885 0.20798929 0.64016936 0.74817501 0.21841496\n", + " 0.19842985 0.32818312 0.4006277 ]\n", + " [0.61723598 0.65685932 0.47032324 0.45918249 0.58169873 0.31515049\n", + " 0.49801936 0.48574768 0.55433844]\n", + " [0.48955493 0.62023068 0.35383717 0.53684315 0.58169873 0.33498886\n", + " 0.58962359 0.59505833 0.45935599]\n", + " [0.47161715 0.56169181 0.27527772 0.46092595 0.56149194 0.5251089\n", + " 0.57787542 0.36887076 0.39196683]]\n", + "\n", + "Первые строки масштабированной тестовой выборки df4:\n", + "[[0.5114455 0.51257041 0.30730047 0.44770902 0.58169873 0.36124666\n", + " 0.52199869 0.63086286 0.2347041 ]\n", + " [0.44653251 0.5091008 0.16710423 0.58073382 0.54972781 0.49943559\n", + " 0.76729163 0.54701077 0.50274104]\n", + " [0.5114455 0.46774898 0.42166804 0.58756422 0.6517324 0.27044829\n", + " 0.49373589 0.7259889 0.55623827]\n", + " [0.46129878 0.68159012 0.56046558 0.69485303 0.47254558 0.30765201\n", + " 0.28271659 0.47494174 0.14936682]\n", + " [0.44415604 0.54569625 0.43291009 0.57006831 0.56879098 0.64104804\n", + " 0.54970337 0.32877649 0.73706994]]\n", + "\n", + "Первые строки масштабированной обучающей выборки data:\n", + "[[0.64121465 0.33572566 0.27447302 0.49940725 0.60856628 0.47445833\n", + " 0.63105797 0.6463026 0.43652016]\n", + " [0.39215157 0.62883081 0.49874811 0.5642087 0.46849408 0.27104454\n", + " 0.51676512 0.23047098 0.71374878]\n", + " [0.36206279 0.48865541 0.60289718 0.37427046 0.43737635 0.32409147\n", + " 0.55096998 0.62311232 0.59537666]\n", + " [0.52249675 0.43864441 0.60766283 0.55723485 0.49651966 0.41368642\n", + " 0.22034055 0.50356922 0.37968146]\n", + " [0.54031679 0.54174955 0.20044426 0.2447492 0.64521803 0.3735605\n", + " 0.34785129 0.64689709 0.62233289]]\n", + "\n", + "Первые строки масштабированной тестовой выборки data:\n", + "[[0.27233874 0.35812062 0.25126239 0.59815475 0.51783938 0.38553499\n", + " 0.74864775 0.60383316 0.45623003]\n", + " [0.55840631 0.57698072 0.41843511 0.5027217 0.60271265 0.38027197\n", + " 0.70081862 0.14278232 0.51121636]\n", + " [0.45536892 0.41122957 0.41685686 0.64912245 0.57144083 0.71039653\n", + " 0.47512529 0.47752068 0.57602081]\n", + " [0.31004435 0.49393607 0.48866921 0.46995707 0.5721965 0.64237536\n", + " 0.82310044 0.6297602 0.69691056]\n", + " [0.40472477 0.52656307 0.26718077 0.46606308 0.56794086 0.14403118\n", + " 0.70998879 0.40564321 0.589797 ]]\n" + ] + } + ], + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "import pandas as pd\n", + "\n", + "def scale_data(X_train, X_test, X_columns, name):\n", + " scaler = MinMaxScaler()\n", + " X_train_scaled = scaler.fit_transform(X_train)\n", + " X_test_scaled = scaler.transform(X_test)\n", + " \n", + " print(f\"\\nПервые строки масштабированной обучающей выборки {name}:\")\n", + " print(X_train_scaled[:5])\n", + " print(f\"\\nПервые строки масштабированной тестовой выборки {name}:\")\n", + " print(X_test_scaled[:5])\n", + " \n", + " # Преобразование в DataFrame\n", + " X_train_scaled_df = pd.DataFrame(X_train_scaled, columns=X_columns)\n", + " X_test_scaled_df = pd.DataFrame(X_test_scaled, columns=X_columns)\n", + " \n", + " return X_train_scaled_df, X_test_scaled_df\n", + "\n", + "# Масштабирование данных для df4\n", + "X_train_scaled_df4, X_test_scaled_df4 = scale_data(X_train_df4, X_test_df4, X_df4.columns, \"df4\")\n", + "\n", + "# Масштабирование данных для data\n", + "X_train_scaled_data, X_test_scaled_data = scale_data(X_train_data, X_test_data, X_data.columns, \"data\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "ab8e575d-5e81-401a-865a-c64a8ac99f67", + "metadata": {}, + "source": [ + "___\n", + "# Лабораторная работа 2" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "baadf589-f410-490f-a02e-68c63fc3347c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Точность K-ближайших соседей: 0.6037\n", + "Точность дерева решений: 0.5976\n", + "Точность случайного леса: 0.6524\n", + "0:\tlearn: 0.6860024\ttotal: 3.73ms\tremaining: 1.86s\n", + "200:\tlearn: 0.3255266\ttotal: 408ms\tremaining: 607ms\n", + "400:\tlearn: 0.1854030\ttotal: 920ms\tremaining: 227ms\n", + "499:\tlearn: 0.1452694\ttotal: 1.17s\tremaining: 0us\n", + "Точность градиентного бустинга (CatBoost): 0.6402\n", + "Точность нейронной сети: 0.6707\n" + ] + } + ], + "source": [ + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "from sklearn.model_selection import GridSearchCV# К-ближайших соседей\n", + "knn = KNeighborsClassifier(n_neighbors=5)\n", + "# Обучение модели\n", + "knn.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_knn = knn.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_knn = accuracy_score(y_test, y_pred_knn)\n", + "print(f\"Точность K-ближайших соседей: {accuracy_knn:.4f}\")\n", + "\n", + "# Дерево решений\n", + "dt = DecisionTreeClassifier(random_state=42)\n", + "# Обучение модели\n", + "dt.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_dt = dt.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_dt = accuracy_score(y_test, y_pred_dt)\n", + "print(f\"Точность дерева решений: {accuracy_dt:.4f}\")\n", + "\n", + "# Случайный лес\n", + "rf = RandomForestClassifier(random_state=42)\n", + "# Обучение модели\n", + "rf.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_rf = rf.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_rf = accuracy_score(y_test, y_pred_rf)\n", + "print(f\"Точность случайного леса: {accuracy_rf:.4f}\")\n", + "\n", + "# Градиентный бустинг\n", + "catboost_model = CatBoostClassifier( random_state=42, verbose=0)\n", + "# Обучение модели\n", + "catboost_model.fit(X_train, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_catboost = catboost_model.predict(X_test)\n", + "# Оценка точности\n", + "accuracy_catboost = accuracy_score(y_test, y_pred_catboost)\n", + "print(f\"Точность градиентного бустинга (CatBoost): {accuracy_catboost:.4f}\")\n", + "\n", + "# Нейронные сети\n", + "mlp = MLPClassifier(random_state=42)\n", + "# Обучение модели\n", + "mlp.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_mlp = mlp.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_mlp = accuracy_score(y_test, y_pred_mlp)\n", + "print(f\"Точность нейронной сети: {accuracy_mlp:.4f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "id": "2b1e2bbf-9777-41eb-a77a-44c4f460aa32", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Создание графика\n", + "models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "accuracies = [accuracy_knn, accuracy_dt, accuracy_rf, accuracy_catboost, accuracy_mlp]\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(models, accuracies)\n", + "plt.xlabel('Модель')\n", + "plt.ylabel('Точность')\n", + "plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "plt.xticks(rotation=45)\n", + "plt.tight_layout() \n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "327c3db8-41a3-4463-9a34-d21d16e14c0a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Оценка моделей для df4:\n", + "Точность K-ближайших соседей: 0.6037\n", + "Точность Дерево решений: 0.5976\n", + "Точность Случайный лес: 0.6524\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Точность Нейронная сеть: 0.6692\n", + "Точность градиентного бустинга (CatBoost): 0.6585\n", + "\n", + "Оценка моделей для data:\n", + "Точность K-ближайших соседей: 0.6055\n", + "Точность Дерево решений: 0.6030\n", + "Точность Случайный лес: 0.7022\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Точность Нейронная сеть: 0.6600\n", + "Точность градиентного бустинга (CatBoost): 0.7171\n" + ] + } + ], + "source": [ + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "\n", + "def train_and_evaluate(X_train_scaled, X_test_scaled, X_train, X_test, y_train, y_test, name):\n", + " models = {\n", + " \"K-ближайших соседей\": KNeighborsClassifier(n_neighbors=5),\n", + " \"Дерево решений\": DecisionTreeClassifier(random_state=42),\n", + " \"Случайный лес\": RandomForestClassifier(random_state=42),\n", + " \"Нейронная сеть\": MLPClassifier(random_state=42)\n", + " }\n", + " \n", + " print(f\"\\nОценка моделей для {name}:\")\n", + " \n", + " accuracies = {}\n", + " \n", + " for model_name, model in models.items():\n", + " model.fit(X_train_scaled, y_train)\n", + " y_pred = model.predict(X_test_scaled)\n", + " accuracy = accuracy_score(y_test, y_pred)\n", + " print(f\"Точность {model_name}: {accuracy:.4f}\")\n", + " accuracies[model_name] = accuracy\n", + " \n", + " # Градиентный бустинг (CatBoost) требует не нормализованных данных\n", + " catboost_model = CatBoostClassifier(random_state=42, verbose=0)\n", + " catboost_model.fit(X_train, y_train)\n", + " y_pred_catboost = catboost_model.predict(X_test)\n", + " accuracy_catboost = accuracy_score(y_test, y_pred_catboost)\n", + " print(f\"Точность градиентного бустинга (CatBoost): {accuracy_catboost:.4f}\")\n", + " accuracies[\"Градиентный бустинг (CatBoost)\"] = accuracy_catboost\n", + " \n", + " return accuracies\n", + "\n", + "# Для df4\n", + "accuracies_df4 = train_and_evaluate(X_train_scaled_df4, X_test_scaled_df4, X_train_df4, X_test_df4, y_train_df4, y_test_df4, \"df4\")\n", + "\n", + "# Для data\n", + "accuracies_data = train_and_evaluate(X_train_scaled_data, X_test_scaled_data, X_train_data, X_test_data, y_train_data, y_test_data, \"data\")" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "id": "a00774d2-0db8-4d64-82cd-5093f60234c7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "# Данные для графика\n", + "models = list(accuracies_df4.keys())\n", + "accuracies_df4_values = list(accuracies_df4.values())\n", + "accuracies_data_values = list(accuracies_data.values())\n", + "\n", + "# Создание графика\n", + "x = np.arange(len(models))\n", + "width = 0.35\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(x - width/2, accuracies_df4_values, width, label='df4', alpha=0.7)\n", + "plt.bar(x + width/2, accuracies_data_values, width, label='data', alpha=0.7)\n", + "plt.xticks(x, models, rotation=45)\n", + "plt.xlabel('Модель')\n", + "plt.ylabel('Точность')\n", + "plt.title('Сравнение точности моделей на разных наборах данных')\n", + "plt.legend()\n", + "plt.tight_layout() \n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "8295f5b0-6be0-4035-a74f-4aaeae06bd53", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для KNN: {'n_neighbors': 33}\n", + "Лучшая точность: 0.648854961832061\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Для K-ближайших соседей\n", + "param_grid_knn = {'n_neighbors': list(range(1, 36))} # Количество ближайших соседей, которые учитываются при прогнозировании.\n", + " grid_search_knn = GridSearchCV(KNeighborsClassifier(), param_grid_knn, cv=5, n_jobs=-1)\n", + "grid_search_knn.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для KNN:\", grid_search_knn.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_knn.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_knn['n_neighbors'], grid_search_knn.cv_results_['mean_test_score'])\n", + "plt.xlabel('Количество ближайших соседей')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества ближайших соседей на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "2049f73c-ea87-44fa-b4c5-4d1358dfa5af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для дерева решений: {'max_depth': 7}\n", + "Лучшая точность: 0.6312977099236641\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Для дерева решений\n", + "param_grid_dt = {'max_depth': list(range(1, 11))} # Максимальная глубина дерева.\n", + "grid_search_dt = GridSearchCV(DecisionTreeClassifier(random_state=42), param_grid_dt, cv=5, n_jobs=-1)\n", + "grid_search_dt.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для дерева решений:\", grid_search_dt.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_dt.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_dt['max_depth'], grid_search_dt.cv_results_['mean_test_score'])\n", + "plt.xlabel('Глубина дерева')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние глубины дерева на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "457be502-e78a-4c9a-ae46-ea513768ce84", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для случайного леса: {'max_depth': 10, 'min_samples_leaf': 1, 'min_samples_split': 5, 'n_estimators': 500}\n", + "Лучшая точность: 0.6625954198473283\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Случайный лес\n", + "param_grid_rf = {\n", + "\n", + "}\n", + "grid_search_rf = GridSearchCV(RandomForestClassifier(random_state=42), param_grid_rf, cv=5, n_jobs=-1)\n", + "grid_search_rf.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для случайного леса:\", grid_search_rf.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_rf.best_score_)\n", + "\n", + "# Преобразуем результаты в DataFrame для удобства\n", + "df_rf = pd.DataFrame(grid_search_rf.cv_results_)\n", + "\n", + "# Визуализация для n_estimators\n", + "plt.figure(figsize=(8, 6))\n", + "for max_depth in param_grid_rf['max_depth']:\n", + " df_filtered = df_rf[(df_rf['param_max_depth'] == max_depth)]\n", + " plt.plot(df_filtered['param_n_estimators'], df_filtered['mean_test_score'], label=f'max_depth={max_depth}')\n", + "plt.xlabel('Количество деревьев')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества деревьев на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "98724b62-b104-497e-8407-d8d6b00bc6dd", + "metadata": {}, + "outputs": [], + "source": [ + "# Градиентный бустинг\n", + "param_grid_catboost = {\n", + " 'iterations': [50, 100, 200, 500, 1000], # Количество итераций\n", + " 'learning_rate': [0.01, 0.05, 0.1, 0.5], # Скорость обучения\n", + " 'depth': list(range(1, 11)) # Максимальная глубина дерева\n", + "}\n", + "\n", + "grid_search_catboost = GridSearchCV(\n", + " CatBoostClassifier(random_state=42, verbose=0), \n", + " param_grid_catboost, \n", + " cv=5, \n", + " n_jobs=-1, \n", + " refit=True\n", + ")\n", + "\n", + "grid_search_catboost.fit(X_train, y_train)\n", + "print(\"Лучшие параметры для градиентного бустинга (CatBoost):\", grid_search_catboost.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_catboost.best_score_)\n", + "\n", + "# Визуализация для каждого параметра\n", + "df_catboost = pd.DataFrame(grid_search_catboost.cv_results_)\n", + "\n", + "# Визуализация для iterations\n", + "plt.figure(figsize=(8, 6))\n", + "for depth in param_grid_catboost['depth']:\n", + " df_filtered = df_catboost[(df_catboost['param_depth'] == depth)]\n", + " if not df_filtered.empty:\n", + " plt.plot(df_filtered['param_iterations'], df_filtered['mean_test_score'], label=f'depth={depth}')\n", + "plt.xlabel('Количество итераций')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества итераций на точность')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "d6afac17-2f34-41f8-93b9-92c6577b0f42", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для нейронной сети: {'activation': 'relu', 'hidden_layer_sizes': (500,), 'max_iter': 200}\n", + "Лучшая точность: 0.6751908396946565\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Нейронные сети\n", + "param_grid_mlp = {\n", + " 'hidden_layer_sizes': [(10,), (50,), (100,), (200,), (500,)], # Количество нейронов в скрытых слоях\n", + " 'max_iter': [100, 200, 500, 1000], # Максимальное количество итераций\n", + " 'activation': ['relu', 'tanh', 'logistic']\n", + "}\n", + "grid_search_mlp = GridSearchCV(MLPClassifier(random_state=42), param_grid_mlp, cv=5, n_jobs=-1)\n", + "grid_search_mlp.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для нейронной сети:\", grid_search_mlp.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_mlp.best_score_)\n", + "\n", + "# Визуализация для каждого параметра\n", + "df_mlp = pd.DataFrame(grid_search_mlp.cv_results_)\n", + "\n", + "# Визуализация для hidden_layer_sizes\n", + "plt.figure(figsize=(8, 6))\n", + "for activation in param_grid_mlp['activation']:\n", + " df_filtered = df_mlp[(df_mlp['param_activation'] == activation)]\n", + " plt.plot([x[0] for x in df_filtered['param_hidden_layer_sizes']], df_filtered['mean_test_score'], label=f'activation={activation}')\n", + "plt.xlabel('Количество нейронов в скрытом слое')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества нейронов на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6a1201f6-404a-469e-967d-8b4990068835", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'accuracy_knn' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[1], line 24\u001b[0m\n\u001b[1;32m 22\u001b[0m \u001b[38;5;66;03m# Создание графика\u001b[39;00m\n\u001b[1;32m 23\u001b[0m models \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mKNN\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mДерево решений\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mСлучайный лес\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCatBoost\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mНейронная сеть\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[0;32m---> 24\u001b[0m accuracies \u001b[38;5;241m=\u001b[39m [\u001b[43maccuracy_knn\u001b[49m, accuracy_dt, accuracy_rf, accuracy_catboost, accuracy_mlp]\n\u001b[1;32m 26\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[1;32m 27\u001b[0m plt\u001b[38;5;241m.\u001b[39mbar(models, accuracies)\n", + "\u001b[0;31mNameError\u001b[0m: name 'accuracy_knn' is not defined" + ] + } + ], + "source": [ + "# Создание графика сравнения точности моделей\n", + "models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "accuracies = [\n", + " grid_search_knn.best_score_,\n", + " grid_search_dt.best_score_,\n", + " grid_search_rf.best_score_,\n", + " grid_search_catboost.best_score_,\n", + " grid_search_mlp.best_score_\n", + "]\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(models, accuracies)\n", + "plt.xlabel('Модель')\n", + "plt.ylabel('Точность')\n", + "plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "plt.xticks(rotation=45) # Поворот меток для лучшей читаемости\n", + "plt.tight_layout() # Правильное размещение элементов\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0ce3ca68-f06f-45ec-a23f-75d7e4f2dfb1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/nohup.out b/nohup.out new file mode 100644 index 0000000..31cef56 --- /dev/null +++ b/nohup.out @@ -0,0 +1,324 @@ +[I 2025-03-31 22:30:46.888 ServerApp] jupyter_lsp | extension was successfully linked. +[I 2025-03-31 22:30:46.892 ServerApp] jupyter_server_terminals | extension was successfully linked. +[I 2025-03-31 22:30:46.896 ServerApp] jupyterlab | extension was successfully linked. +[I 2025-03-31 22:30:46.899 ServerApp] notebook | extension was successfully linked. +[I 2025-03-31 22:30:47.068 ServerApp] notebook_shim | extension was successfully linked. +[I 2025-03-31 22:30:47.082 ServerApp] notebook_shim | extension was successfully loaded. +[I 2025-03-31 22:30:47.084 ServerApp] jupyter_lsp | extension was successfully loaded. +[I 2025-03-31 22:30:47.084 ServerApp] jupyter_server_terminals | extension was successfully loaded. +[I 2025-03-31 22:30:47.085 LabApp] JupyterLab extension loaded from /home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/jupyterlab +[I 2025-03-31 22:30:47.086 LabApp] JupyterLab application directory is /home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/share/jupyter/lab +[I 2025-03-31 22:30:47.086 LabApp] Extension Manager is 'pypi'. +[I 2025-03-31 22:30:47.135 ServerApp] jupyterlab | extension was successfully loaded. +[I 2025-03-31 22:30:47.138 ServerApp] notebook | extension was successfully loaded. +[I 2025-03-31 22:30:47.139 ServerApp] Serving notebooks from local directory: /home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter +[I 2025-03-31 22:30:47.139 ServerApp] Jupyter Server 2.15.0 is running at: +[I 2025-03-31 22:30:47.139 ServerApp] http://localhost:8888/tree?token=0184223968a69c6b88d774fa06fd31ff3ad67ad3584066cd +[I 2025-03-31 22:30:47.139 ServerApp] http://127.0.0.1:8888/tree?token=0184223968a69c6b88d774fa06fd31ff3ad67ad3584066cd +[I 2025-03-31 22:30:47.139 ServerApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation). +[C 2025-03-31 22:30:47.182 ServerApp] + + To access the server, open this file in a browser: + file:///home/alter/.local/share/jupyter/runtime/jpserver-5524-open.html + Or copy and paste one of these URLs: + http://localhost:8888/tree?token=0184223968a69c6b88d774fa06fd31ff3ad67ad3584066cd + http://127.0.0.1:8888/tree?token=0184223968a69c6b88d774fa06fd31ff3ad67ad3584066cd +[I 2025-03-31 22:30:47.329 ServerApp] Skipped non-installed server(s): bash-language-server, dockerfile-language-server-nodejs, javascript-typescript-langserver, jedi-language-server, julia-language-server, pyright, python-language-server, python-lsp-server, r-languageserver, sql-language-server, texlab, typescript-language-server, unified-language-server, vscode-css-languageserver-bin, vscode-html-languageserver-bin, vscode-json-languageserver-bin, yaml-language-server +[I 2025-03-31 22:31:14.088 ServerApp] Kernel started: 92bd5f3b-8244-4669-b93b-464555e300e1 +[I 2025-03-31 22:31:15.269 ServerApp] Connecting to kernel 92bd5f3b-8244-4669-b93b-464555e300e1. +[I 2025-03-31 22:31:15.281 ServerApp] Connecting to kernel 92bd5f3b-8244-4669-b93b-464555e300e1. +[I 2025-03-31 22:31:15.298 ServerApp] Connecting to kernel 92bd5f3b-8244-4669-b93b-464555e300e1. +[I 2025-03-31 22:31:20.273 ServerApp] Connecting to kernel 92bd5f3b-8244-4669-b93b-464555e300e1. +[I 2025-03-31 22:33:12.133 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 22:42:56.155 ServerApp] Kernel restarted: 92bd5f3b-8244-4669-b93b-464555e300e1 +[I 2025-03-31 22:42:56.164 ServerApp] Starting buffering for 92bd5f3b-8244-4669-b93b-464555e300e1:733eaf09-eb54-44ef-bf4d-a9727957ab35 +[I 2025-03-31 22:42:56.188 ServerApp] Connecting to kernel 92bd5f3b-8244-4669-b93b-464555e300e1. +[I 2025-03-31 22:42:56.188 ServerApp] Restoring connection for 92bd5f3b-8244-4669-b93b-464555e300e1:733eaf09-eb54-44ef-bf4d-a9727957ab35 +[I 2025-03-31 22:43:13.699 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 22:45:13.819 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 22:47:13.960 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 22:51:14.148 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 22:53:14.291 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 22:59:14.419 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 23:01:14.541 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 23:15:15.465 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 23:29:16.081 ServerApp] Saving file at /my_jupyter.ipynb +[W 2025-03-31 23:33:04.410 ServerApp] Notebook удалить.ipynb is not trusted +[I 2025-03-31 23:33:05.744 ServerApp] Connecting to kernel 92bd5f3b-8244-4669-b93b-464555e300e1. +[W 2025-03-31 23:33:05.977 ServerApp] Notebook удалить.ipynb is not trusted +[I 2025-03-31 23:33:06.659 ServerApp] Kernel started: 0fc97f5c-bd83-4e2f-b903-79581bd1f330 +[I 2025-03-31 23:33:07.273 ServerApp] Connecting to kernel 0fc97f5c-bd83-4e2f-b903-79581bd1f330. +[I 2025-03-31 23:35:06.320 ServerApp] Saving file at /удалить.ipynb +[W 2025-03-31 23:35:06.321 ServerApp] Notebook удалить.ipynb is not trusted +[I 2025-03-31 23:37:17.037 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 23:39:17.324 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 23:41:17.596 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 23:49:18.879 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 23:51:19.071 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-03-31 23:59:19.214 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 00:01:19.352 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 00:05:19.505 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 00:07:20.075 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 00:11:20.229 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 00:31:20.374 ServerApp] Saving file at /my_jupyter.ipynb +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (500) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (500) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +[I 2025-04-01 00:33:20.782 ServerApp] Saving file at /my_jupyter.ipynb +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +[I 2025-04-01 00:35:21.761 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 00:37:21.939 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 00:38:27.496 ServerApp] Kernel interrupted: 92bd5f3b-8244-4669-b93b-464555e300e1 +[I 2025-04-01 00:39:22.138 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 00:41:22.293 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 00:43:22.451 ServerApp] Saving file at /my_jupyter.ipynb +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (500) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (500) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet. + warnings.warn( +[I 2025-04-01 01:11:23.070 ServerApp] Saving file at /my_jupyter.ipynb +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet. + warnings.warn( +[I 2025-04-01 01:13:23.661 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 01:15:24.197 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 01:17:24.343 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 01:19:24.471 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 01:21:24.726 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 01:23:24.905 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 01:25:25.030 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 01:41:25.171 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 01:51:25.318 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 01:53:25.465 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 01:55:25.683 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:03:27.383 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:07:27.515 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:09:27.639 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:13:27.775 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:17:27.899 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:21:20.895 ServerApp] Starting buffering for 92bd5f3b-8244-4669-b93b-464555e300e1:733eaf09-eb54-44ef-bf4d-a9727957ab35 +[I 2025-04-01 02:21:28.269 ServerApp] Connecting to kernel 92bd5f3b-8244-4669-b93b-464555e300e1. +[I 2025-04-01 02:21:28.275 ServerApp] Connecting to kernel 0fc97f5c-bd83-4e2f-b903-79581bd1f330. +[I 2025-04-01 02:21:28.491 ServerApp] Starting buffering for 92bd5f3b-8244-4669-b93b-464555e300e1:612ee316-f71c-4d49-ad66-fa81593000ab +[I 2025-04-01 02:21:33.365 ServerApp] Connecting to kernel 92bd5f3b-8244-4669-b93b-464555e300e1. +[I 2025-04-01 02:21:33.372 ServerApp] Connecting to kernel 0fc97f5c-bd83-4e2f-b903-79581bd1f330. +[I 2025-04-01 02:21:33.827 ServerApp] Starting buffering for 92bd5f3b-8244-4669-b93b-464555e300e1:9e1fcd0f-3e28-4392-92de-9ef2453e14fd +[I 2025-04-01 02:21:34.434 ServerApp] Connecting to kernel 92bd5f3b-8244-4669-b93b-464555e300e1. +[I 2025-04-01 02:23:34.091 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:25:34.221 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:27:34.344 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:29:34.466 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:31:34.589 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:33:34.712 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:35:34.837 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:37:34.968 ServerApp] Saving file at /my_jupyter.ipynb +[I 2025-04-01 02:37:42.907 ServerApp] Starting buffering for 0fc97f5c-bd83-4e2f-b903-79581bd1f330:93bc9b6c-6ed0-4eca-84f3-9ad7e73156bb +[I 2025-04-01 02:37:44.354 ServerApp] Starting buffering for 92bd5f3b-8244-4669-b93b-464555e300e1:2f7c7715-a16f-45b2-a726-2842c4ac397a +[I 2025-04-01 02:54:18.691 ServerApp] jupyter_lsp | extension was successfully linked. +[I 2025-04-01 02:54:18.699 ServerApp] jupyter_server_terminals | extension was successfully linked. +[I 2025-04-01 02:54:18.705 ServerApp] jupyterlab | extension was successfully linked. +[I 2025-04-01 02:54:18.711 ServerApp] notebook | extension was successfully linked. +[I 2025-04-01 02:54:19.062 ServerApp] notebook_shim | extension was successfully linked. +[I 2025-04-01 02:54:19.091 ServerApp] notebook_shim | extension was successfully loaded. +[I 2025-04-01 02:54:19.095 ServerApp] jupyter_lsp | extension was successfully loaded. +[I 2025-04-01 02:54:19.096 ServerApp] jupyter_server_terminals | extension was successfully loaded. +[I 2025-04-01 02:54:19.098 LabApp] JupyterLab extension loaded from /home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/jupyterlab +[I 2025-04-01 02:54:19.098 LabApp] JupyterLab application directory is /home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/share/jupyter/lab +[I 2025-04-01 02:54:19.098 LabApp] Extension Manager is 'pypi'. +[I 2025-04-01 02:54:19.160 ServerApp] jupyterlab | extension was successfully loaded. +[I 2025-04-01 02:54:19.165 ServerApp] notebook | extension was successfully loaded. +[I 2025-04-01 02:54:19.166 ServerApp] The port 8888 is already in use, trying another port. +[I 2025-04-01 02:54:19.168 ServerApp] Serving notebooks from local directory: /home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter +[I 2025-04-01 02:54:19.168 ServerApp] Jupyter Server 2.15.0 is running at: +[I 2025-04-01 02:54:19.168 ServerApp] http://localhost:8889/tree?token=d0c8eb337034c95ca5689d018ebf971cb1af49dd10ec85d9 +[I 2025-04-01 02:54:19.168 ServerApp] http://127.0.0.1:8889/tree?token=d0c8eb337034c95ca5689d018ebf971cb1af49dd10ec85d9 +[I 2025-04-01 02:54:19.168 ServerApp] Use Control-C to stop this server and shut down all kernels (twice to skip confirmation). +[C 2025-04-01 02:54:19.227 ServerApp] + + To access the server, open this file in a browser: + file:///home/alter/.local/share/jupyter/runtime/jpserver-34532-open.html + Or copy and paste one of these URLs: + http://localhost:8889/tree?token=d0c8eb337034c95ca5689d018ebf971cb1af49dd10ec85d9 + http://127.0.0.1:8889/tree?token=d0c8eb337034c95ca5689d018ebf971cb1af49dd10ec85d9 +[I 2025-04-01 02:54:19.461 ServerApp] Skipped non-installed server(s): bash-language-server, dockerfile-language-server-nodejs, javascript-typescript-langserver, jedi-language-server, julia-language-server, pyright, python-language-server, python-lsp-server, r-languageserver, sql-language-server, texlab, typescript-language-server, unified-language-server, vscode-css-languageserver-bin, vscode-html-languageserver-bin, vscode-json-languageserver-bin, yaml-language-server +[I 2025-04-01 02:54:31.345 ServerApp] Kernel started: c933d6d2-b391-45c6-b273-d48f09d86e3f +[I 2025-04-01 02:54:32.556 ServerApp] Connecting to kernel c933d6d2-b391-45c6-b273-d48f09d86e3f. +[I 2025-04-01 02:54:32.571 ServerApp] Connecting to kernel c933d6d2-b391-45c6-b273-d48f09d86e3f. +[I 2025-04-01 02:54:32.594 ServerApp] Connecting to kernel c933d6d2-b391-45c6-b273-d48f09d86e3f. +[I 2025-04-01 02:54:35.122 ServerApp] Connecting to kernel c933d6d2-b391-45c6-b273-d48f09d86e3f. +[I 2025-04-01 02:56:30.509 ServerApp] Saving file at /my_jupyter.ipynb +[W 2025-04-01 03:16:43.805 ServerApp] Notebook удалить.ipynb is not trusted +[I 2025-04-01 03:16:45.177 ServerApp] Connecting to kernel c933d6d2-b391-45c6-b273-d48f09d86e3f. +[W 2025-04-01 03:16:45.425 ServerApp] Notebook удалить.ipynb is not 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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 True False False False False False \n", + "1 False False False False True False \n", + "2 False False False False True False \n", + "3 False False False False False False \n", + "4 False False False False False False \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 False False False False \n", + "1 False False False False \n", + "2 False False False False \n", + "3 False False False False \n", + "4 False False False False " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "markdown", + "id": "17eecd3a-51a0-4e69-add3-781cd51be836", + "metadata": {}, + "source": [ + "___\n", + "№2" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "42d0d6d1-e191-4483-9175-2adeed093b3d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 491\n", + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 781\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 162\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "b80fab70-d390-4118-9c21-cf0b22bd169e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 0.149878\n", + "Hardness 0.000000\n", + "Solids 0.000000\n", + "Chloramines 0.000000\n", + "Sulfate 0.238400\n", + "Conductivity 0.000000\n", + "Organic carbon 0.000000\n", + "Trihalomethanes 0.049451\n", + "Turbidity 0.000000\n", + "Potability 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # часть которую составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "699915ac-adcf-4868-87aa-69ae89f95e01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1434\n", + "4.4%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum()\n", + "print(proc)\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b9ff4f68-a533-42a4-bfc2-72c2bc6cd8c1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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aT3zer3/96+/0c136LLvgggvqZ2D0H9G3xNwvxtjxvg99/vOfr04//fS6bcUz5vnPf351zWtesx5XD601d1za10WfFddHm41nVPzd8Txcaa651vXnnntudeaZZ9b92Fe+8pXqyU9+cv1Mvvzyy3e8Rvz9e+21V/190U/G/Q/715h7fPCDH9zx2bjlLW9Z/eY3v2k0Tih17hz/ztH2MPyZxectfmbRjqItLjfmjvb2tKc9rX5f3ve+9+203hBe//rX13O0eD8+/vGP18+pBz3oQbv8XU3HbPFeRJuN9hp9X9zHAx/4wOqd73xn/X0Pf/jD6/d8+NlYaxwV/74YW8bfO+zfxp3Hjts2Vxu7rvWsXlhYqDZt2lSdcsop9Wct2nG0xeizGa9dL22/IdpDtKfRNh3vy+Mf//jqS1/6Uv0rxDXxPI3PfbSv4RgsPh9Do8/BeF/i/Yx2Eq8Rn414to72kUvHfqeeemrdjoftL17jkksuqT8Pn/rUp3b8PdE24rkQnym6tcZ28MEHV3e9613r/0Y/EWO1eL7GvPA2t7lN/cxZ6b1u0l+u9jxbq92P3vdKc4fjjz++usMd7rDTvy36rHvf+95V6QQirqKYvIw+fMPznve8+mvDzvRxj3vcjj+L62Lgdtppp7Vyv6QTnU08KGPwNforJhijA7+lHvKQh9QTztE2FQO2UTFYWtpJRTtbGoiI3w8X9kIMnGKANnTrW996R2BhKBYAo2MMsaB3wAEH7NSeh04++eRqy5YtOzpfNpZ3vetd9SQ62uO+++5bt6n5+fn6z+IBG203Al5Dsdgb7Wk4IFvt4RoP9VgUjknJUAz4Y0IzXJiJhb4YCIxOFmhHLKjGe3vWWWetel1cE4skQ7/4xS/qr33gAx9YdlIbk4CYzI2KgOpo3xXPxJi0riUWcmKBcCjaX0y6R9tPDDZjQBiLi0O3ve1t68nLaoGI173udbu085iMhpjUHnbYYTvdSywSxuTkV7/6lXbc4X6saSBiuT9fyXLP6dFF5+Gz9AEPeMBOX4uJbbx+TKZpv18b91m3tK+Jfuwe97jH2M+7cQIRr33ta+vFluHi2FLLLeQsfd0IJMSCWUzAh2I8F+PDodFAxEr3FQGQ+FwNA3yxABiLL/GZ6osISi33sxmKRcn48x/+8IcrPsse9ahH1X3FqMc+9rE7LVQsJwJOEUAaWmvuuLSvi35w7733Hnt83vT6eMZGW40FvqH4+yMoPGrYv7797W/f5bMRbazJOKHUufNKgYizzz57p+uWG3PHzyUWroYOOeSQus2tJBbz47WHC2+TjtlG34tYPIvXeMELXrDja7GIF18bBhTWGkct1y+NO48dt22uNnZd61kd/V/8f2w2IW0gIt7bWCweFddEoGtUtPPRReLRvjqepTe84Q13tK0QfcVKgYjl7nco/o4Itg3Fusj+++8/wU+E9TS65hDPg7m5uXqDbjyD432NYOfQT37yk/qZMxyjrfRej9tfrvY8axKIWGnucOmll+602Smey3vuueeOTcIlU5ppHUSazmhaYdQXjZSgKBkRIp1naJi2tlaqJBtTlIuIdKrRX5EeOhRtIlK5I90zUvEjJTRSUKNUwKhIzx311a9+dXCPe9xjp69FO1sqUtJufetb7/h9pO8O21qklEba9ZOf/OQdtUfjV6TcDtOxI20s7jnSIyONNtLThw455JDBr371q7psylOe8pTBe97znrEOCaIbokzFwsJCncYYqc6RrnjXu961TiuM9hWp0/Fr6A53uEOdbhh/tpZoP1HWa7SNRvseTbONVOpIp4z2EynQ//Ef/1GXrSO/0dKBaxl9fkWKdJRxWOn5FW0l6rOPit+PPg9DpMIuFfVl49p4Pka/9PznP3+XfjFSuoeldEKk00c7jbIio19b6/k6+m+KPjIMvydKocRnYrSPjPJ4UZ4kUmi14+72Y+tl3Of0UtF2PvzhD+/UdqL8YVitRAr5+rVxn3VL+5rRsdQ4z7txxFgrSkmsdObAuOc/POABD6j7oRB9VJSae+xjH9vodaJ0QJw7EOO6EJ+nGM+OltHoiybPx6XPsqiPHuXiRi39fZxLEwcRR+mZaHfRT0TbW9q/NJk7RluKMjhRkmsca10fpcpinB8lbaLkSjz3476X3uNyz/Kl85PhZ2P4+Rp3nNC3ufNKP8tRUUIpPqfL9UvhM5/5zOChD31oXcoq+q8oWxRWenZN8l7EGCvE83Hp18YdR61mtXlsk7a52th1rWd1lOy83/3uV/8bY+4b5dai/AvrL37Gy50LsXSNI36/0nw0vj4snbPS948r2laU4vz1r39dP+ff+ta31iXiaN/73//++rMa73OUX4qDomPdatOmTTuNx6KU2ugzZyXj9perPc/Ww+bNmwcPechD6tLD4X3ve199Dkb0PaUTiMhg6UAvBlR9qrnaJzHYiVpvo7+ituFQHJ4YteGipm8MgmIyEIOzeNgtfZ31amvDSVUM1EIMqEYDJVHrblg7ORZ0YpAYizARdIjaycP65zFxj0lW1EePmplRi/ne9763A+o2kHh4x0Jq1Lr82Mc+Vj/Ajz322Cx/dzzko45rDPBiYhGHmsVgP+p1kldM4KJvGOfg1hTPr6X923Dh7MEPfnA90IzarlGLe2m/uNy9THJ/o98z3EQw/J7oJ5/61Kfu1EfGpDUm5jE51o67248NA1KjC4mTPJ/GfU4vFW0nJjVLNyNE24lnJd3p13L0e6Pjr+Xa42oHHDYRfWfUM4/XjkWTWNgZXSQcRywERY3lOAiyr4svMV6P92y1xa6oQT16+PckY/UIQkTAJ85AiDNvoo+I92uc591KbbBpW1rr+ic84Qn1fUU/GH1s/H8s7qzXXGUcfZs7j/OzXO1nEpvN4jkVC+4RmIyzFIaBxbWeXU3+3uGY6aqMo5r+G0f70XHb5mo/q7We1RHsmZubq8/tiED1q171qnrxca0gCv9PjMdWe/7l6EMmEe0iziKIz04sCMc9OweuW5t943Maa1RvfvObdzlfZlwp+8tJ/N3f/d3g7W9/e/3vinFYBFkiKFs6gYh1EAfLjYpF3ZgQje5agOGBN3G41+Me97h68Sp21V500UVrfl/snIqDmEaNHig7jtixElHXiy++eJdgyd57773juuiUowOMgEXsUo6DzP73f/93x+QlHtKvfOUr652osYD4xS9+sdF90B0xwI6HcbSvSy65pP419JWvfKVeXI1r1hITixj0j/aFsXtoaduOXQtxuFQcLvyFL3yhPnDxv//7v9f5X8VaYkdHDMDi8LflDt+bdFE92lH0caPi93Fg7GrPw5hMRpZBBB9iV2A8P+MgwzZEMDba/tI+Mn4Nd21px93sx4YLhKMHW44e5rqez+loC6M7RodtJw6AjV3kS9tO1ybbfe3XruqzrsnzLtrjaFuMyfNo9lTs4Iz2ORxfLbVcG1tOtNXYvflf//VfdQBhrWyIuPflXjcmwnFocmw2iWzXRzziEYM+icXMCHDGvz8WA0Zt3769XqyIsfFqCx+xWBkLGqOW/j76lwiexkG6EYCInf7Dw+4nFW0pghrjBl7Xuj7uMbKiY3PA8CDj0YN81zI6Pxl+NuKzd1XGCawuArCXXXbZ4J//+Z/rbJfY4b9WBkmq92KccdS4/dt6t81xn9XxOY/skBe/+MX15pi43+FCJWuL51/0m6PBiCbjsaVrHPH7YR+yVHw9xuLxHFzp+5daqf3F+D6CXbEYHL8e/ehHr9umAdZns29kMMT7NHzvY7wyOh6LfjA2zg7HdMu91036y9WeZ02t1O4e/OAH1/++0047rR7L9WUjiEDEOogUnqOOOqpu9LFLMiLnRxxxRNu3RQfFAlvssoiFt9hdFTtGIs10LU972tPqSezRRx9dt7OYbE5SiiIGVCeccEIdSIiONIII8aA95ZRT6j+P/0Ybjg46/nxmZqaeJEX6ePx9r3/96+sMighmvOUtb6kfzrGASLfFw/aAAw6o37MYrMWunnhvYyE1FjFiUTUmxLGAEbu9I+gVuyMjTXGcdPFIlYySX9E+Y0E22khMtEdL5sRO92h3MRCNReZ///d/r3cnNS1nwfqIxboYDEXZiAg2Rv8SfVK8R5OmND/3uc8dnHvuuXVGVfQfsVvl1a9+db0DdK1+MZ6jsRsk0uLjHtqa8MUu+Oifn/WsZ+3YefOf//mf9e+DdtzdfiyeR1EqMyYW0ZY/8pGP1CW+UjynYwEjJj6xgBiLINEGnvnMZ9aLyo95zGPqxcdoy1HS6UlPetJECy6sf792VZ914z7vQrTV6P9iEevCCy+sx3Gju3SjncT4KsoixeJajKvinmODx7CNRRuPvibaWKTqLycmr/EakSEU/9Z43dXE60Y/HYtEo+VGYmIdn5/oA+M1+rj4Eu9X/JwjoHXeeefVAatYFIgARWQ3H3/88at+/+GHHz4455xz6rF0tL3Xvva19a7q0eBF9C9nnXXWjl3ihx566FXe6R/Pp8svv7xeNIu2Fn/3mWeeWc8XJrk+7jF+H+0p+rn4vDRpD8cdd1zdxoafjT333LNuo1dlnMDqYnEuFrliDSL6kihfGD/j1aR6L9YaRw37ofiMXXrppY0CCVe1bYa1ntXxupGxFJ+NGJvG5/XHP/7xxIuPfbT//vvXP7MYn8XPN57N0ReOK56J8b3RLuN7Y6y30tpa9KHRx0ZZpQiARR980kknrfr60f4iMybaf7S/0U0CEZSPZ3ufFoQ3qugPYvwf7/0FF1xQP1NjE1E8r+PrK73XTfrL1Z5nTS03dwgR+I3XPuaYY+p/06Tz8I1GIGIdxCQmds/ExCcebtFRHnbYYW3fFh0UiyKxEyMmOfGQHk5C1xIdZkxQzz777HqH5umnn14PkpqKh2ucWRHBh5iMx+Q7AgzDjIgoOxIP/piQ3/3ud687ynigxwQ7ghGRJRE7RGI3Veyci7TF2EVGt8XCSdRPfPnLX16nHd/pTneqFy3iwR2TjhjAxSQ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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt \n", + "import seaborn as sns\n", + "%matplotlib inline\n", + "\n", + "fig, ax = plt.subplots(figsize=(20,12)) # Создаем область под график\n", + "sns_heatmap = sns.heatmap(data.isnull(), yticklabels=False, cbar=False, cmap='viridis') # Визуализируем прпуски\n", + "plt.show() # Отображаем график" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "4fb1d19e-70c9-49fb-b37e-80361238ee72", + "metadata": {}, + "outputs": [], + "source": [ + "df = data.dropna(axis=0, how='any')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "9cb7d7cb-84f2-4fdc-bc96-56d8df47eedb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n" + ] + } + ], + "source": [ + "proc = df.isna().sum().sum()\n", + "print(proc)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "4a0ca0d6-67df-4667-ab7b-ad1456a960b3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(2011, 10)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "d164c395-6ddf-4c05-be51-103172bdb256", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "12650" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size - df.size" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "06b9fa93-7ca9-4955-bb65-6d6cfbc75302", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
count2785.0000003276.0000003276.0000003276.0000002495.0000003276.0000003276.0000003114.0000003276.0000003276.000000
mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "cb791d0b-449d-4dea-8db8-12dd126ba327", + "metadata": {}, + "source": [ + "Наверное откидывать треть значений не самая лучшая идея, поэтому подготовим ещё один датасет заплонив значаения.\n", + "\n", + "ph:\n", + "\n", + "Среднее (7.08) и медиана (7.04) очень близки. Но есть выбросы (минимум 0), лучше использовать медиану.\n", + "\n", + "Sulfate:\n", + "\n", + "Среднее (333.78) и медиана (333.07) тоже близки. Нет явных выбросов → можно заполнить средним.\n", + "\n", + "Trihalomethanes:\n", + "\n", + "Среднее (66.40) и медиана (66.62) похожи. Есть выбросы (min = 0.738, max = 124) → лучше взять медиану." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "06ca30b3-71c0-47ba-9ac4-8557a44305c4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "... ... ... ... ... ... \n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 333.775777 \n", + "3273 9.419510 175.762646 33155.578218 7.350233 333.775777 \n", + "3274 5.126763 230.603758 11983.869376 6.303357 333.775777 \n", + "3275 7.874671 195.102299 17404.177061 7.509306 333.775777 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "... ... ... ... ... ... \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 66.622485 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 \n", + "\n", + "[3276 rows x 10 columns]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = data.copy(deep=True) # Создадим копию исходного датафрейма, чтобы его не изменять\n", + "# Заполняем NaN значениями в зависимости от их распределения\n", + "df2['ph'] = df2['ph'].fillna(df2['ph'].median()) # Медиана устойчивее к выбросам\n", + "df2['Sulfate'] = df2['Sulfate'].fillna(df2['Sulfate'].mean()) # Среднее, так как нет сильных выбросов\n", + "df2['Trihalomethanes'] = df2['Trihalomethanes'].fillna(df2['Trihalomethanes'].median()) # Медиана, так как есть выбросы\n", + "df2" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "126bf027-765f-4d5c-8c1d-92f6f43edb58", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n" + ] + } + ], + "source": [ + "proc = df.isna().sum().sum()\n", + "print(proc)" + ] + }, + { + "cell_type": "markdown", + "id": "8763ef2c-f8e7-450c-abf4-215568922bc1", + "metadata": {}, + "source": [ + "___\n", + "# №3" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "570103c7-bf99-4794-b79f-cd4d299c1ae7", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "4e2deea1-6cf2-477e-97c3-4103cef357ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pandas.core.frame.DataFrame" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(df2)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "e1b48a2e-6d3d-4341-9a12-9a46bfe19725", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питью
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины сульфат \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "\n", + " проводимость органический углерод тригалометаны мутность \\\n", + "0 564.308654 10.379783 86.990970 2.963135 \n", + "1 592.885359 15.180013 56.329076 4.500656 \n", + "\n", + " пригодность к питью \n", + "0 0 \n", + "1 0 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3 = df2.copy(deep=True)\n", + "# Заготовим словарь с переводом колонок\n", + "column_translation = {\n", + " 'ph': 'водородный показатель',\n", + " 'hardness': 'жесткость',\n", + " 'solids': 'твердые частицы',\n", + " 'chloramines': 'хлорамины',\n", + " 'sulfate': 'сульфат',\n", + " 'conductivity': 'проводимость',\n", + " 'organic_carbon': 'органический углерод',\n", + " 'trihalomethanes': 'тригалометаны',\n", + " 'turbidity': 'мутность',\n", + " 'potability': 'пригодность к питью'\n", + "}\n", + "df3.columns = [\n", + " f\"{column_translation.get(col, col)}\" \n", + " for col in df3.columns\n", + "]\n", + "df3.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8a8424b1-7ba5-49a8-957e-40b48b055ff6", + "metadata": {}, + "outputs": [], + "source": [ + "# Создаем новый признак: \"Чрезвычайно высокий уровень органического углерода\" (>25)\n", + "df3['высокий уровень органического углерода'] = (df3['органический углерод'] > 25).astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "de8c1373-78e7-49c8-8401-a2fcf71d4fef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины \\\n", + "2928 0.975578 221.204114 31145.110739 7.615583 \n", + "3014 0.000000 214.846144 49456.587108 7.897539 \n", + "\n", + " сульфат проводимость органический углерод тригалометаны мутность \\\n", + "2928 333.677843 439.112765 21.145954 66.622485 2.533996 \n", + "3014 333.775777 583.448849 7.702328 77.712891 4.928840 \n", + "\n", + " пригодность к питью высокий уровень органического углерода \n", + "2928 0 0 \n", + "3014 0 0 " + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3[(df3['водородный показатель'] < 1) & (df3['пригодность к питью'] == 0)].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "6b44eb1f-f147-4be4-b887-d0ca82732474", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины \\\n", + "263 13.175402 47.432000 19237.949676 8.907020 \n", + "2075 14.000000 235.677458 24008.992040 5.635029 \n", + "2868 13.541240 187.606792 13475.912773 6.756055 \n", + "2895 13.349889 152.776455 18464.900775 6.717973 \n", + "\n", + " сульфат проводимость органический углерод тригалометаны мутность \\\n", + "263 375.147315 500.245952 12.083896 66.622485 4.106924 \n", + "2075 381.097711 460.745267 13.452538 72.859468 3.170994 \n", + "2868 333.775777 411.264465 15.142667 74.448559 3.529191 \n", + "2895 334.864070 450.846369 17.192564 85.883523 2.531075 \n", + "\n", + " пригодность к питью высокий уровень органического углерода \n", + "263 1 0 \n", + "2075 0 0 \n", + "2868 0 0 \n", + "2895 0 0 " + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3[(df3['водородный показатель'] >= 13)].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "c749d71b-1f53-4e6a-8f7b-803eef90dbc6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [водородный показатель, жесткость, твердые частицы, хлорамины, сульфат, проводимость, органический углерод, тригалометаны, мутность, пригодность к питью, высокий уровень органического углерода]\n", + "Index: []" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Удаляем явные выбросы в pH\n", + "df3 = df3[(df3['водородный показатель'] > 0) & (df3['водородный показатель'] <= 13)]\n", + "df3[(df3['водородный показатель'] >= 13) | (df3['водородный показатель'] == 0)].head()" + ] + }, + { + "cell_type": "markdown", + "id": "126a6de3-c893-4211-b496-9f0a0798b413", + "metadata": {}, + "source": [ + "___\n", + "# №4" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "4913b66c-953f-45bb-8ac3-97ab96a729a0", + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "cbe19125-f052-4188-9c0a-120a100cc280", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbiditypotabilityturbidity_levelturbidity_level_encoded
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350low1
13.716080129.42292118630.0578586.635246333.775777592.88535915.18001356.3290764.5006560high0
28.099124224.23625919909.5417329.275884333.775777418.60621316.86863766.4200933.0559340low1
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710high0
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750high0
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080low1
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890low1
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250high0
87.036752118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170low1
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620high0
107.360640165.52079732452.6144097.550701326.624353425.38341915.58681078.7400163.6622920low1
117.974522218.69330018767.6566828.110385333.775777364.09823014.52574676.4859114.0117180high0
127.119824156.70499318730.8136533.606036282.344050347.71502715.92953679.5007783.4457560low1
137.036752150.17492327331.3619626.838223299.415781379.76183519.37080776.5099964.4139740high0
147.496232205.34498228388.0048875.072558333.775777444.64535213.22831170.3002134.7773820high0
156.347272186.73288141065.2347659.629596364.487687516.74328211.53978175.0716174.3763480high0
167.051786211.04940630980.60078710.094796333.775777315.14126720.39702256.6516044.2684290high0
179.181560273.81380724041.3262806.904990398.350517477.97464213.38734171.4573624.5036610high0
188.975464279.35716719460.3981316.204321333.775777431.44399012.88875963.8212372.4360860low1
197.371050214.49661025630.3200374.432669335.754439469.91455112.50916462.7972772.5602990low1
207.036752227.43504822305.56741410.333918333.775777554.82008616.33169345.3828154.1334230high0
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" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "5 5.584087 188.313324 28748.687739 7.544869 326.678363 \n", + "6 10.223862 248.071735 28749.716544 7.513408 393.663396 \n", + "7 8.635849 203.361523 13672.091764 4.563009 303.309771 \n", + "8 7.036752 118.988579 14285.583854 7.804174 268.646941 \n", + "9 11.180284 227.231469 25484.508491 9.077200 404.041635 \n", + "10 7.360640 165.520797 32452.614409 7.550701 326.624353 \n", + "11 7.974522 218.693300 18767.656682 8.110385 333.775777 \n", + "12 7.119824 156.704993 18730.813653 3.606036 282.344050 \n", + "13 7.036752 150.174923 27331.361962 6.838223 299.415781 \n", + "14 7.496232 205.344982 28388.004887 5.072558 333.775777 \n", + "15 6.347272 186.732881 41065.234765 9.629596 364.487687 \n", + "16 7.051786 211.049406 30980.600787 10.094796 333.775777 \n", + "17 9.181560 273.813807 24041.326280 6.904990 398.350517 \n", + "18 8.975464 279.357167 19460.398131 6.204321 333.775777 \n", + "19 7.371050 214.496610 25630.320037 4.432669 335.754439 \n", + "20 7.036752 227.435048 22305.567414 10.333918 333.775777 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity potability \\\n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "5 280.467916 8.399735 54.917862 2.559708 0 \n", + "6 283.651634 13.789695 84.603556 2.672989 0 \n", + "7 474.607645 12.363817 62.798309 4.401425 0 \n", + "8 389.375566 12.706049 53.928846 3.595017 0 \n", + "9 563.885481 17.927806 71.976601 4.370562 0 \n", + "10 425.383419 15.586810 78.740016 3.662292 0 \n", + "11 364.098230 14.525746 76.485911 4.011718 0 \n", + "12 347.715027 15.929536 79.500778 3.445756 0 \n", + "13 379.761835 19.370807 76.509996 4.413974 0 \n", + "14 444.645352 13.228311 70.300213 4.777382 0 \n", + "15 516.743282 11.539781 75.071617 4.376348 0 \n", + "16 315.141267 20.397022 56.651604 4.268429 0 \n", + "17 477.974642 13.387341 71.457362 4.503661 0 \n", + "18 431.443990 12.888759 63.821237 2.436086 0 \n", + "19 469.914551 12.509164 62.797277 2.560299 0 \n", + "20 554.820086 16.331693 45.382815 4.133423 0 \n", + "\n", + " turbidity_level turbidity_level_encoded \n", + "0 low 1 \n", + "1 high 0 \n", + "2 low 1 \n", + "3 high 0 \n", + "4 high 0 \n", + "5 low 1 \n", + "6 low 1 \n", + "7 high 0 \n", + "8 low 1 \n", + "9 high 0 \n", + "10 low 1 \n", + "11 high 0 \n", + "12 low 1 \n", + "13 high 0 \n", + "14 high 0 \n", + "15 high 0 \n", + "16 high 0 \n", + "17 high 0 \n", + "18 low 1 \n", + "19 low 1 \n", + "20 high 0 " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import LabelEncoder, OneHotEncoder\n", + "\n", + "# Копируем датасет\n", + "df4 = df2.copy(deep=True)\n", + "\n", + "## One-Hot Encoding для 'Turbidity' (низкая/высокая)\n", + "df4['turbidity_level'] = df4['turbidity'].apply(lambda x: 'low' if x < 4 else 'high')\n", + "\n", + "ohe = OneHotEncoder(sparse_output=False, drop='first') # drop='first' → избежим дублирования информации\n", + "turbidity_encoded = ohe.fit_transform(df4[['turbidity_level']])\n", + "\n", + "# Добавляем закодированные столбцы в датафрейм\n", + "df4[['turbidity_level_encoded']] = turbidity_encoded.astype(int)\n", + "#df4.drop(columns=['turbidity_level'], inplace=True)\n", + "\n", + "# Проверяем изменения\n", + "df4.head(21)" + ] + }, + { + "cell_type": "markdown", + "id": "19286783-4b81-4de1-bc9d-c5307aaf5eb2", + "metadata": {}, + "source": [ + "___\n", + "# №5" + ] + }, + { + "cell_type": "markdown", + "id": "eeb8af78-2c86-4699-ae77-3cecaf302e8b", + "metadata": {}, + "source": [ + "## Гистограммы распределения\n", + "Гистограммы показывают распределение значений числовых признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "ca7b6281-6b12-49c8-ad0e-b8f24d76e543", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['potability', 'turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "df4_filtered.hist(figsize=(12, 8), bins=40, edgecolor='black')\n", + "plt.suptitle(\"Распределение признаков\", fontsize=16)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4d1f246b-8ab6-40c5-88a9-8b748fee29f4", + "metadata": {}, + "source": [ + "## Boxplot\n", + "Boxplot помогает выявить выбросы и увидеть распределение данных по квартилям(по четырём равным частям)." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "25e08e53-d9f8-4597-b5f4-076fd94ad609", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plt.title(\"Boxplot распределения признаков\")\n", + "\n", + "fig, ax = plt.subplots(9, 1, figsize=(10, 20))\n", + "fig.subplots_adjust(hspace=0.75)\n", + "columns_name = df4.columns[:9]\n", + "for i in range(9) :\n", + " sns.boxplot(x=df4[columns_name[i]], ax=ax[i])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6372a747-b1ff-4bf2-aad2-528f07f2e61b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7dfe93a5-d666-4d99-aa4e-a0ffecf2488b", + "metadata": {}, + "source": [ + "## Матрица корреляций\n", + "Позволяет оценить взаимосвязи между переменными." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "ca6d9dde-d5ad-4d7c-bb87-aad50abc0b6c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+xKhRo0Qfz6VLl2Lbtm0YOnSodBnqk+rj44N169bh3r176Nevn3gUTLdu3dRWDm6OyxhjjDHGGGMqZMnx8+TtAgICxDM/JSSDGnXp0gVr167Fy5cvpQEpsbKyEo9ooaBzwYIFMDU1xapVq8QIuRJt2rRBZGQk3N3dxUBGzs7O4vEtioMVZSQOQhljjDHGGGPsF1C9enUkJyerfJ8CUWXrXL9+Pd3PHTBggJg0hYNQxhhjjDHGGFNBE303fzcchDLGGGOMMcZYJjyi5Xf18zRwZowxxhhjjDGm9TgTyhhjjDHGGGMqcHPcjMeZUMYYY4wxxhhjGsOZUMYYY4wxxhhTgfuEZjzOhDLGGGOMMcYY0xgOQtlPzdLSEt7e3pm9GYwxxhhj7DfuE6qu6XfFzXEZS0f+P1xhPbwH9MuWRC6Twgho0R8R+46nv05VNxSfMwZ5i9sh8dlLPPBahrD1u+WWsejXHtbDekCnSCHEBQbhzpCpiL1yC5nFf/9e7Nq5HdHRb2BlZYM+/f6GvYOjyuXPnT2NjRvW4VVEOExMiqJr955wLVde+v779++xbs0qXLxwHvHxcTAyKoJGjZuifoNGyAz0UOd9fstw9uhuvE+Ih42jEzr0HgcjE4t01zt5cCuO7FmH2JjXMLW0R7ueo2FlV1L6fmx0FHas98a9mxeR+P4djEws8VfLHnCpWBuZUcZdm1fi5NE9SHj3FvaOpdG132gUMTFPd72j/tvxz56NiI1+DTNLO3TuPQI29iWk769e6oU7Ny8j+k0UcuXKDTvH0mjTZQBMTC2hSYcP7MT+XVsQE/0GFlY26NZnKGwdiqtc/sK5E9i2cRUiI8JRxMQUHbr2Q5lyFaXvXzp/GscO7sHDB8F4Gx+HmQvXwNLaDpnl0IFd2CdTvu59hsAu3fKdhJ9M+Tp27YuyqeX79OkT/Db44FrARbwKf4E8uroo5eSKDl37In+BgsgsBw/sxp6dfqKMlla26Nl3EOwciqlc/vzZU9iy0VdcZ4xNTNGpWx+4lKugdNnli+fiyMH96NbrbzRq2gqZIaWObkZs9BuYW9l+s45eFHXUR3oM24s6WknunN6+aRVOHN6Pd+/i4VCsNHr0HwHjombILLRNuzevxKnU6wxdD7p8x3XmmP92HJS5znRUuM7Ifv7cKUNw69oFDBo7Cy4VqkOT6Pt30D4/sk+6z7v3Hwljk/T3+RF/OvabpMe+a59hsLVPO/YfPiRho+8iXDh7DB8/foRTmfLo1m8EDAzzQ5MO0nUm9Ryk60yPvoPTvc6cP0vXGV9RR41NiqJjN/nrzJb1PrgecBER4S9TrjPOrujYtU+mXmfYr4MzoYylI5tuHsQFBuP2oMnftXxuS1OU27cCr09dwjnXJni0aB1KrfBEwTp/SJcxblUfxWaPRYjnEpxza4b4wCCU9/dFzkKa/WMkcfb0KazyWYF27TvCe9EyWFlbw33iWMTERCtd/t7dO5g9czr+/LMeFixahgoVK2Pa1El48viRdBlfn+W4djUAw0eOwdIVvmjctDmWL1uMSxfPIzMc3r0WJ/y3oGPfcRg7Yz10dHJjwdS/8fFDksp1rpw7jO1r5qJh6z6YMGczzCztsWBKf8TFvJEus3rhREQ8f4y/x3rDY/52lK1QEyvnjsbTh0HQNP9d63HEfyu69RuDSbNXQydXbsyaNEjc/Khy8exRbF7tjWZtemLqvPUwt7IT68TKlNHSxhG9Bk3EzMVbMWrSQnGTNstjIL58/qyhkgHnzxzH+lWL0aJdN8xY4AsLK1tMdx+GWBV1NPjeLSycNRk16jTEjIWrUa5CFcyeNhZPHz+ULpOU+B4OxUuLG//M9u+Z41i3ajFateuKmQtWifJNcx+ebvm8Z01GzToNMGuhL9wqVMGsaeOk5UtKSsTD0Pto2bYLZi7wxYhx0/Di+VPMnDoGmeXcmRNY47MUrdt3xZyFPrC0ssGUiSNVXmeC7t7GvFlTUOvPBpi7cBXcKv6BmZ4T8ETmGEpcPH8W94PuZuqN7/kzx7Bh1SK0bNcdXgtWi2Po9c06Oim1jq6Ba4UqmDNtLJ7JlG/fzk04tH8Hev49Ep5zfaCTK5f4zPTOaXX7Z9d6HPXfiq79xsA99Toz5xvXmUtnj2LLam80adMTk+eth5mVnVhH9loqcXjfFmTJknmZof07N+LQge3o0X8kps5ZJfb5DPeh6ZaPAssNqxaiRbvumO69Rhx7Wkf2OkrvX7v8LwaP9oS71xJEv4nEfK+x0Ph1xmcJWrXvilkLV4kfgjwnjlBZR4Pu0nUm5RycvXAVylWsglme4+WuM49CQ9CyXRfxeSPHe+JF2FPMmKLZcmlKlmxZ1Db9rjgIZZmqevXqGDBggJj09fVRsGBBTJw4UdzoSiQkJKB79+7Ily8fzM3NsXLlSo1tX+ThM7jv4Y2Ivce+a3mL3m3x/lEY7o2aibdBD/Fk6SaE7zwMq8FdpctYDemGZ77bELZuF97eC8Wt/h74nJAIs64tkBn27N6JuvXqo/af9WBuboH+AwZDR0cHR48cVrr8vr27UdalHJq3bA0zcwt07NwVNja2OLB/r3SZe/fuomatOihV2klkQevVbwAraxvcDw6GplFdOnZgMxq07AVntxoio9lt0FTEvInE9csnVa53dP9G/FGnOSrXagITMxt06DMeOXVy4d8Te6TLPAy+iRp/tRXZ0UJFTNGgVS/kyZMPT0LvQtNlPLTfD41bdYdL+Wowt7RDnyGTEPMmClcvnla53sG9m1H9z6aoWrsRippbiwBWRycXzhzbL12mZt1mcCxRFoWMTERA2rJjX7yOikDkq5caKh3gv8cPteo2Qo06DWBqbiVuyulYnDx6QHm59m2Hs0t5NG7RHqZmlmjTqResbOxFpkqias16aNmum/jlPrMd2LNVWj4zcyv0/nuEKN+Jo/5Kl/fftwPOLm5oklq+tp16wtrGXmRTia5uXrh7zkelKjVR1NQc9o4l0KPvUJH1jXwVgcywf/d21KnXALXq1IeZuSX6DBgmbvBPHPlH6fIH9u1EGRc3NG3RFqbmFmjfqQesbOxENlXW66hIrFq+AENGTkC2bNmQWfz3bEXNuo1QXa6O6uCUyjq6DU4u5dGoRQcUFXW0d2od3SE9pw/u3YZmbbqIAJUCm7+HTRQtEgIunEVmoG06vN8PjVp1R9nU60zv1OvMtXSuM4f2bkY1mesMBbA5Fa4z5MnD+2LZHgMnIDOIfb5vG5q17grXClXFPu8/1D1ln188k+71qWbdxqheu6E49j36j5I79pQxPnl0Pzr1HIiSTq6wtnVEn8Hjcf/eLYQE3dZY+fbv3oba9RqiZp2/xDnYe8Dw1HNQ+XXmH+l1ph1MzS3RrlNPUUcpmyq9zkybJ3ed6dlvSKZeZ9Qpa7Ysapt+VxyEsky3bt06ZM+eHZcvX8aCBQswb948rFq1Svr+3Llz4erqiuvXr6N///7o168fgjMhmPkeBhWcEXXigtxrkUfPwbCCs/h/lhw5oF+2BKKOy2QEk5MRdeI8DCqU0fTmimZBDx7ch5NzWelrWbNmhbNzWQQHKQ+kgoLuwrlM2vKkjIsrgoLuSeeLFSuOS5cu4HVUlPjDHnjzBl48D0OZsi7QtKiI54iLiUIxp7Tmwnl084nA8WFwoNJ1Pn38iKeh91CsdHm5/ULzsutYOzgh4N8jeBcfiy9fvuDyuUP4+DEJDiU1G9hERrwQzdxKOrlJX8ujmxfW9iXwIPiWyjI+Dg1CCadycmWkeVXrJCa+FzeOFJAWKGikhpIo386HD+7LBYu0nTQfEnRH6Tr3g26jpEJw6VS2vHj9Z/MxtXylnV3kylfa2RX30ykfvS/LqaxbuuVLSHgnMky6efMiM8oY+iBYSRldVF5nqOyyy5MyZd3klqdzbsHc6SJQNbewQmahOvroQTBKOZf7qo6qOiZUd0spraMpx/xVxAvERL+WW4bOaWrem1n1WHKdKaGG6wxl1ZbPnYjOfUbCwDBzMtqSfS577aDy2dgXVxksSo49BZey5SvpXA4hwSnrPHwQhM+fPqGkzD6gHx4KFjLSWBCadp1RvI7SOXjnu89BZ3GdUb48SXiXedcZ9uvhPqEs05mZmWH+/PniwuXg4IBbt26J+V69eon3//rrLxF8ktGjR4v3Tp48KZZVJikpSUyyKLOnCTpGBZEUESW/PRFRyKGfD1lz6SCHoT6yZs+OpFevFZZ5DV0Ha2haXFxK8GRoaCj3uoGBIcKePVO6Tkx0NAwMDL5anvqYSFCf0sULvdG1czuRnciSJSsGDh6KkqVKQ9MoACX59OWbO+sZFEBctPxxkHgbH40vXz5Dz0B+nXwGBfDy+WPpfJ8Rs0Tz26FdqiNrtuzi1/1+o+ehsHH6/aMyGt04EX2F7aV5umlUJj4uRpRRcR0q84uwJ3KvHftnB/zWLRJNWI2LWmD05MXIniMHNFdHv95OfSXbKUF1keqk/PKGcs3jfhbxKstniOfplE9xeQOD/IhRUT7RH23NMlSuWht58ugic8r4RWyjLDpGz589TecYfr1PZK8zu3dsEdeXBo0zpxWJRJyKc4nmn4epKt9r5edrTMr5KimnsmViUpfRNMm1RNk140evMzT/UqZ+b/adD1vHUiLDmlmoP6dk277a5zL1TumxN1R9faLPzZ49B3Tz5su0Y5l2nVH8W5//P52DX19nlqNytVqZcp1RtyxZf9+MpbpwEMoyXYUKFeT6gFSsWFFkPz+n9jkrXTotcKHlihQpglevXqn8PC8vL0yeLN+H08PDA2m/QTJ1279vL4KD7mGixxQUKmyEO7cDsXzpIuTPX+CrLGpGu3T6H2xc4SmdHzB+odq+a+/mJUh4F4+hk5Yjbz4D3Lh8CivnjMLIaathaqG+QW7+PXUIa5Z5SeeHT5wPdapUrR5KOrshJjoK/+zehMWzx2HiDB/kzKmZH3fY/48GD5k3w4OaXKDX38OhLUJDguG/d4foX5qZfQi12flTh7BW5jozTE3XmWuXzuBeYACmzN8ATTp36jBWLZklnR/lPkej369NxHXGywPJSEZvLbrOMPXiIJT99HIoZFzohoN+VVdl7NixGDZs2FeZ0GPTtkDdKOtJ2VC57zYqiI+x8fiSmIQPUdH48ukTdAoXUFimAJLC5TOomqCnpy+a5ERHyw9MQIOFGOaX/8VUwsDQEDExMV8tLxnlj7LQG9atxrgJk1DOLaU5q5WVNR6GhmL3ru1qD0Kd3KrByr6kXHMpEh/7Bgb5C0lfj4t5DTMr5dn0vPkMkTVrtq8GzoiPoexFyrF7Ff5MjJ47yXsHTMxtxGv0eSH3ruHUwa3o2Fd9/ZrKulWBrUPayJIfP34Q/1KmzyB/Wv2jeQsre6WfkU/PQJRRMTtIZTYwlK+f1CSNJhoB09a+FPp0qIWrF0+hYtW60Ewd/Xo7Y5VspwTVRcUBb2jwDcUMx88gn8ryRadbPsXlKQuqmLVICUDdEfUqHB7TF2RadiKljFm/ytTKXjeUH0Nl+yRl+bt3AhEbG4PeXVtL36e/C+t8l+HA3h1YsWYrNEVPxbmUUkdVla+A0uUl1xfJevSa4VfntGZGcS7jVgU233GdoWuG+Q9eZ0RZU+v3vVsBeBUehn7ta8kts2jmGDgUd8bYacuhDi5uf8DWXnn5FPe5qpGzpcc+WvWxpyzpp08f8e5tvFw2VCyTerw1d51R/Fv/5v8+BxV/6IqMjMCk6d5amQUlWbJxD8aMxnuUZbpLly7JzV+8eBF2dnb/9yATFHDq6enJTZpqjhtz8QYK1JR/hEDBWpUQffGG+H/yx4+IvXYHBWumPSoCWbKgQI2KiLl4HZkR4Nva2iPw5nW5G7mbN67DwVH5sO2OjsXF+7JuXL8GR8eURy18/vxJ/FFSzE5kzZYt3R8PMkqu3LqiOaxkMjazhp5BQdwLTKtn7xPe4lHIbVg7KG8eTE1NzW2KIUhmHdr2e4GXpet8SEpU2kSH/tDLDqylDrnz6MLI2Ew6FTWzFjd0dwKvyJXx4f07sHUopbKMNNDQXZl1qIx3AgNUrkPol27qx0x9jDSBttPa1h63bl6V287bN6/CzvHrRzwQe8eSuH0jQO61W9eviNd/NjlUlI/maaAPZagct26kLU8CrwfIlU8SgIa/CMPEafPFTWhmltHG1gGBN67JlTHwxlWV1xkq+62bacuTm9cDpMtXr/kn5i32xdxFq6QTjY7bpHkbuE+dDU2iOmpl64DbNwO+qqOq6hzV3dtfHcMr0mNe2MhEBKqyy1C/3gfBdzVWj1VdZ+5mwHXmrsx1pkGLzvBcsBlTvTdKJ9K++1D0HDRRreWjR+NIJhpUSOxzmeNI+zz0/l3Yqdjn0mMfKH/+3rkZADuHlHVoIKJs2bPLfS411Y2KjFD5uWq7ztxQuM7cuAYHldcZZedgWh2VDUBfvgiDeyZfZ9ivh4NQlumePn0qMpc02NCWLVuwaNEiDB48GD/LI1r0nBzFRPJYmYr/5zIzFvMOnsPgtGamdPknK/2Qx8oMjl4jRR9Pi77txSNZHi1YK13mkfcamPVojaKdmiKvozVKLpmE7Lq58Wxdyohzmta0WQscPvQPjh87gmdPn2DpkoVITEpE7TopWa55c2Zi3Rpf6fKNmzTDtatXRFbz2bOn2LxxPR6E3EfDRk3E+/QrKPX9XLPaB7cCbyI8/CWOHT2Mk8ePomKltEfVaAoFw7Ubtsc/O1aJ5rJhT0LEo1UoK1rGrYZ0uXkefXDiHz/pfJ1GHXH22G6cP7kPL8MeYtOK6fiQ9B6Va6aUs0hRSxQ2NsPG5Z4ioKXM6JG968UzQ53dqmu8jPUatcXebatF07Znjx9gufckka1wqZDWx8prYn8c9d8mna/fpD1OHdmLsycO4PmzR1i7fKbo91m1dkPx/qvw59i3Yy0ePbiHqMhw3L8XiEUzx4qRH51c0p5nqG4NmrYVz0o8ffwgwp49xqqlc8R2Vq/dQLy/eO5UbF6bli2p37gVbl67JJ4r+vzZE2zf5IvQB0Go2zCt7yA9G/TxwxA8f5rSx5ceLUDzkv61mtSwaRscP3wAp1LL57N0rihfjdp/ifcXzfXEJpnyNWjcEjdE+fxE+bZtWi3KV69hc+mN4VyviWKUykEj3MXNZnT0azFp6scDRY2atcKxwwdw8tghhD19ghVL5iMpMRE169QX79MAQxvXpo183rBxC1y/ehl7d21F2LMn8Nu0RgxuVL9hM/E+3exaWFrLTfTDJWVpaKROTWvQtE1qHf0Hz589hq+oo4mollpHl8ydii1rl0mXr9+4NW5eu4gDMnWUBrCp27Cl9Jyu36Q1dm9dh4BLZ/H0cSiWzpsqMnSuFatovHySbarbqC32yVxnVqZeZ8rKXGdmKlxn6jVpj9NH9uLciQN48ewR1qVeZ6qkXmdoICJTCxu5iRQoZIRCRkU1Wj46Lntk9vmyeVNS9nmFqtLlPMcPlI5iLLk+nTy8T3rsVy+dnXrsU8pHrUhq1GmEjb4LcSfwqjjOyxdMEwGopoJQ0qhZa3EOnjp2EGFPH8NnSep1pk7KdWbh3GnYtHaFdPm/6Dpz9RL2pV5ntm5aLa4p9WWuM3OmT0RoSBAGj5goHtsV/ea1mDLrOqNOPDpuxuPmuCzTde7cGe/fv4ebm5u4iaAAtHfv3vgZ6LuURMXjaf1Uis8ZJ/59tn4XAnuMhY5xIeRODUjJ+8dhuNK4D4rPHQvLgZ2RGBaOW30mIOroOekyL7cfFM8EtfcYBJ0ihRB38x4uN+yJDwqDFWlKlWrVERsXg00b1olmudbWNpg8Zbp0sKLIyFdy2b5ixUtgxKix2Lh+LdavXQOTokUxfuIkWFimjU45avR4rFvrizmzvfA2Pl70C+3UuRvq/5XyR1nT6jbriqSk9yJgpD6ctsWcMXjiEuSQ6dMYGf4Mb+PSmhmX+6Mu4uOisW/LMtF019TKAYMmLhEDGhEaaGLg+EXYtXEhFk8fjKTEBBQuYoauA6eglIvmbxIbNO8sbnxWL50uHglgX8wJIz0WyPXbpKCSBgqRqFCljijjzs0rxcAi1KSO1pE0CcyRIyeC797A4X1+ePcuDvr6+eFQogzcZ/hqtGlrpaq1EBcbg20bV4lBMSytbTF2ylxps7DXkRGiuaeEQ7FSGDjSA1s3+MBv/UqR5Rg53gvmlmmDfwVcOodl3tOl8wtmUb9JiMe2tOrQA5pUObV8Wzf6Sss3fsocafkoYyJ7DlL5Bo/0wJYNPti8fiWMTUwxavx0afnevI4U5SMjB3WT+65J0xeiRGnNj8T9R9WaooxbNq4RZbSytsXEKbPkyphVpvWEY/GSGDpyIjZv8MWmdatgXLQoRk/wFMHmz6hS1dqifNtT66iFtR3GyNRRZcdw4MhJ2LphJfzWrxB1dMR4L5jJlK9xiw4iSPBZNEuc0/RcW/rMzOyL/VfqdWZt6nXGrpgTRii5zsheS8tXqYO4uGjskrnOjJC5zvxMGrXoKMq3avHMtH0+eZ5c+SIUrqMVq6Qc+x2bfNKO/eR5cs1WO/UcJILc+V7jRBeR0mXLo3u/EZlynfHbuFrldUb+HKTrjDv8NqzC5nU+MC5qilETpilcZ/4V/x8xsLvcd03yWoCSmXCdYb+WLMnqbjfG2DeeE+rs7Axvb2+1f5d/DuX9/7RBg4/BuB+qfIQ7bWBvY47TdxKgzaqVyIPLQbHQVm6O+rgREglt5WxXCIEhqgdM0wal7QrjzgPNPR9W00rYGuN6iOb75mtSGbuCuKjF15kKjvq4dj9zftDVhLL2BXDrgfY9g1NWKVvNPP7rR12qmPbItoxW/oJ8t7TfBWdCGWOMMcYYY0yF37nZrLpwn1DGGGOMMcYYYxrDmVCWqU6dOpXZm8AYY4wxxphKWTgTmuE4E8oYY4wxxhhjTGM4E8oYY4wxxhhjKmSRGYGdZQzeo4wxxhhjjDHGNIYzoYwxxhhjjDGmguxzflnG4EwoY4wxxhhjjDGN4UwoY4wxxhhjjKnAzwnNeByEMsYYY4wxxpgK3Bw343FzXMYYY4wxxhhjGsOZUMYYY4wxxhhTgR/RkvF4jzLGGGOMMcYY0xjOhDLGGGOMMcaYCtwnNONxJpQxxhhjjDHGmMZkSU5OTtbc1zHGGGOMMcbYr+NOk5pq++wSe0/gd8TNcdlv437oU2grextz+OdwgLZq8DEYF+7FQZtVLKaHy0Gx0FZujvo4ees9tFWNUrlxJTgG2qycgwGuh0RBW5WxK4ir999Am7nY50dAcDS0lauDodaX79aDCGizUrZGmb0JTEM4CGWMMcYYY4wxFbhPaMbjPqGMMcYYY4wxxjSGM6GMMcYYY4wxpgI/JzTjcRDKGGOMMcYYYypwc9yMx2E9Y4wxxhhjjDGN4UwoY4wxxhhjjKnAmdCMx5lQxhhjjDHGGGMaw5lQxhhjjDHGGFOBM6EZjzOhjDHGGGOMMcY0hjOhjDHGGGOMMaYCP6Il4/EeZYwxxhhjjDGmMZwJZYwxxhhjjDEVsmbjPqEZjYNQxhhjjDHGGFOBBybKeNwcV0tUr14dQ4YM0ch3WVpawtvbWyPfxRhjjDHGGNMunAll7Bv89+/Frp3bER39BlZWNujT72/YOziqXP7c2dPYuGEdXkWEw8SkKLp27wnXcuWl779//x7r1qzCxQvnER8fByOjImjUuCnqN2gETcv/hyush/eAftmSyGVSGAEt+iNi3/H016nqhuJzxiBvcTskPnuJB17LELZ+t9wyFv3aw3pYD+gUKYS4wCDcGTIVsVduIbMkJydj95YVOH10DxLevYWdY2l07jsGRUzM013v2D/bcHD3RsTGvIa5pR069hoJa/sS0ve9xvdB8J1rcutUr9scXfuNRWaUcdfmlTiZWkZ7x9Lo2m/0N8t41H87/tmzEbHRr2FmaYfOvUfARqaMq5d64c7Ny4h+E4VcuXKLfdemywCYmFpC0+Xbv3UZzh3bhfcJ8bBxcEa73uNgZGyR7nqnDvrhyL51iIt5DVMLe7TpMRpWdqWk70eGP8OO9fMQGnQDnz5+QHHnSmjbYwz0DApA0+XbScfvyN6U41esNLr1G/Vdx89/9yZx/Myt6PgNlx6/t/Gx2LnZB7duXMLryAjo6RnApUI1tOzQB3l080LTDh/Yif27NiM2+g3MrWzRrc9Q2DoUV7n8xXMnsG2jDyIjwlHExBTtu/ZDmXKV5PbZ9k2rcOLwfrx7Fw+HYqXRo/8IGBc1Q2ag7dmxyQcnj+wT20PHsHv/UTA2SX97jvjvwIFdm6T7pUufYbCVOQePH9qD86eP4HFoMN6/T4DPliPQzZsPmSGlnlIZ9+KdqKel0P076imV0Z+upZIyytRTcoLKeOYwHoUGI/F9AlZuPpopZdT28h08sAv7dvohJvoNLKxs0KPvYNilcw6eP3sSfht9xTlobFIUHbv1RdlyFaXvb920Gv+eOYHXka+QPXt2WNs6oF3nXrB3VP2ZvyoemCjj8R5lSn3+/BlfvnzB7+7s6VNY5bMC7dp3hPeiZbCytob7xLGIiYlWuvy9u3cwe+Z0/PlnPSxYtAwVKlbGtKmT8OTxI+kyvj7Lce1qAIaPHIOlK3zRuGlzLF+2GJcunoemZdPNg7jAYNweNPm7ls9taYpy+1bg9alLOOfaBI8WrUOpFZ4oWOcP6TLGreqj2OyxCPFcgnNuzRAfGITy/r7IWSg/Mss/u9fj6IGt6NJ3LNxnrYFOrtyYO3kgPnxIUrnOpXNH4LfaG03b9sTkeRtEgDZn8kDExbyRW65anabwXnNQOrXpMhCZwX/Xehzx34pu/cZg0uzVooyzJg1Kt4wXzx7F5tXeaNamJ6bOWy+CGFonVqaMljaO6DVoImYu3opRkxaKm7RZHgPx5fNnaNKRPWtx8p/NaN97PEZP34CcOrmxaGp/fEynfAH/HsaOdXPRsFUfjJu1BaaW9ljk2R9xsSnlS0p8jwVT+yELsmCox0qM9FyLz58+YsmMQRq//h3YtQFHDmxD936jMXm2L3R0cmGmx+BvHr9NvgvQrG0PeM5fB3NLW7GO5PjRDwcxbyLRvtsgzFi0Gb0HuyPw2gX4LPKEpp0/cwwbVi1Cy3bd4bVgNSysbOHlPgyxKq6lwfduYeGsSahRpyFmLFwD1wpVMGfaWDx7/FC6zL6dm3Bo/w70/HskPOf6QCdXLvGZ6e0zddq/cyMOH9guAs+pc3zFjzYz3Iekuz0Xzh7DxlUL0bxdD0zzXivOwRnuQ+XOwQ9JiXAqWwFNWnVBZqN6evjANnTrNxpTZq+Cjk5uzPD4VhlT6mnztj1T66mdWEe2jElJiShdtiKatOqKzKTN5fv3zHGs81mCVu27YtbCVbC0soXnxBEqz8Ggu7fgPWsKav3ZALMXrkK5ilUwy3M8nsqcgyZFzdCz7xDMW7IWnrOXoLBREXhOHI7Y2BgNloz9qjgI1SJ00zRq1Cjkz58fRYoUwaRJk6TvzZs3D6VKlYKuri7MzMzQv39/vH37Vvr+2rVrYWBggH379qF48eLQ0dHB06dP8erVKzRq1Ai5c+eGlZUVNm3a9NX3ZsmSBatWrUKzZs2QJ08e2NnZic+Rdfv2bdSvXx958+aFkZEROnXqhKioKOn7O3bsENtH31OgQAHUrl0b7969E++dOnUKbm5uYttpGytXrownT55AE/bs3om69eqj9p/1YG5ugf4DBot9c/TIYaXL79u7G2VdyqF5y9YwM7dAx85dYWNjiwP790qXuXfvLmrWqoNSpZ1EFrRe/QawsrbB/eBgaFrk4TO47+GNiL3Hvmt5i95t8f5RGO6Nmom3QQ/xZOkmhO88DKvBaX9YrYZ0wzPfbQhbtwtv74XiVn8PfE5IhFnXFsgMFDQd2b8FjVt3R9ny1UQw2WvwZHGDfu3SaZXrHd67GdX+bIoqtRqjqJk1uvQbi5w6uXDmuHzdptcMDAtKp9x58mZKGQ/t90PjVt3hUr6auAnqM2QSYt5E4epF1WU8uHczqv/ZFFVrN0JRc2sRwFLwc+bYfukyNes2g2OJsihkZCIC0pYd++J1VAQiX73UaPmO+29C/Ra94OxWQwST3QZORUx0JG5cPqlyvWP7N6By7eaoVLMpTMxs0L73BOTQyYXzJ/aI90ODruN15At0GTAFRS3sxNR1wFQ8Db2L4NuXNVq+Q/v80KR1N5GppECk79DvOX5bUOPPJqgmOX79U47f6dTjZ2Zhg8FjZ6KsWxUYGZuihJMrWnXsh+uXz+Hz50/QJP89W1GzbiNUr9MApuZWInDMqaODU0cPKC/bvm1wcimPRi06oKiZJdp06g0rG3scPrBDus8O7t2GZm26iACVgtq/h00U53XAhbMaLZtkew7t24qmrbvCtUJVkQ3rN9RdHMOAi2dUrvfPni2oUbcxqtduKPZLj/6jxN+Y0zL7pX6TtmjcqjNsHUsiM6WVsVtqGe3Qb6hHaj098x31NKWM3fuPTq2nCmVs2Rm2DmnZQ03T9vLt370Ntes1RM06f8HM3BK9BwwXP9ycOOKvdPl/9u2As4sbmrRoB1NzS7Tr1FOcg5RNlahSvQ5Kl3GFkbEJzCys0KXXACQkvMOTR6HQxj6h6pp+VxyEapF169aJQO3SpUuYNWsWpkyZgqNHj4r3smbNioULF+LOnTtiuRMnToiAVVZCQgJmzpwpAkparnDhwujatSuePXuGkydPikBx6dKlIjBVNHnyZLRu3RqBgYH466+/0KFDB7x5k/IrYExMDGrWrIkyZcogICAAhw4dQkREhFievHz5Eu3atUP37t1x7949EXQ2b95c/EH49OkTmjZtimrVqonPvnDhAnr37i0CX3X7+PEjHjy4DyfnstLXaD86O5dFcNBdpesEBd2Fc5m05UkZF1cEBd2TzhcrVhyXLl3A66goUcbAmzfw4nkYypR1wc/OoIIzok5ckHst8ug5GFZwFv/PkiMH9MuWQNRxmaxucjKiTpyHQYUymt7clO2LeC6aKhYv7SZ9jZoiUlOp0OBApet8+vgRj0OD5NahY1/CyQ2hwfLNii+eOYQBnWpj/KA22L5hsfjFW9MiI16IMpZ0ki8jNR1+oLC9imUs4VROoYzlVK6TmPheBKgUkBYoaARNiXr1HHExUShWOq1Ze27dfKJZ7cP7N1WW7+nDe3LrUPmKlSqPh6nH/dOnjyILmj1HTuky2XPqIEuWrHhw7zoy+/hRHQ1J5/g9ehCEEs6KdbQcHgSpbvqekPAWufPoIls2zfXGSdnWYJRylq9rpZxdcT/ottJ1QoLuiPdlOZUtj/tBd8T/X0W8QEz0a7llaJ9R815Vn6lOku0pKVPGlGNYHCEqtkeyX0oqnIP0GSHBmi/D99RTKqPsNeP76mmw3H4RZXQqh5B06mlm0Oby0f3Mwwf3UVrmfEk5B10QnHpOKaJzrbSz/H2Jc1k36Tmo7DuOHtwn9pmllU0Gl4ApWrJkiRijJVeuXChfvjwuX76c7rgxdN+sODVo0EC6DN3vK75fr149qBP3CdUipUuXhoeHh/g/ZSMXL16M48ePo06dOnKDFlGl9fT0RN++fUVQKXsBoXknJycxf//+fRw8eFBU7HLlUi6wvr6+KFas2FffTZWXAkkyffp0EfDSelSBaTsoAKXXJVavXi0ysvQdlJGlYJMCTwuLlP5dlBUlFMjGxsaiYcOGsLFJuagp+35ZSUlJYpJFvyz/qLi4WJFdNjQ0lHvdwMAQYc+eKV0nJjpaZGsVl6f+FxLUp3TxQm907dwO2bJlEze8AwcPRclSpfGz0zEqiKSItAw2ofkc+vmQNZcOchjqI2v27Eh69VphmdfQdbBGZqD+nERfoY+fnn4BceOvTHx8DL58+Qx9A/kmxHr6+fEy7LF0vmLVuihQ2BgGhoXw7EkItq9fjPDnTzBwzGxoEt04EcXtpXmVZYxTUUaD/HgRJt/S4Ng/O+C3bpFovmpc1AKjJy9G9hw5oClx0Sl1TrGfZj79/KKvpzJv46NF+eg4y61jUADhz1OOIQWxOXPlxu6N3mjafiD9XoLdmxaI9Sjo1fTxo30vi+apj9mPHD+af/n8icp19mxdjRp1m0KT4tLZ1udhT1XuE6X1OfV4S66pypaJUVEn1Cn2v5yDhl+vo3gO/gzSu85I3vv+64whXqSehz8LbS5fvLifoe1UvJ/Jj+fPVJ2Db8T7svQV7mdIwOXz8J45WfwAa5i/ANw950JPX/4+SBv8TBnLrVu3YtiwYVi+fLkIQGmw0Lp16yI4OFgkkBTt2rULHz58kM6/fv1a3Ou3atVKbjm6Z1+zZs1/unf+ERyEalkQKsvY2FiatTx27Bi8vLwQFBSEuLg4EfQlJiaK7Cc1oSU5c+aU+wzKSlJHcxeXtF/CHB0dvwqyFL+bsrF6enrS775586bIpFJTXEWhoaH4888/UatWLRF40klE8y1bthTBHzUtpgCXXqdgmprpUgaVyqYKlZMys7IoOG/fqTt+Bvv37UVw0D1M9JiCQoWNcOd2IJYvXYT8+Qt8lUVlP+786YNYt8xLOj90wny1fRcNQiRhZmkrmuPOcu+PVy/DUNjYVG3f+++pQ1gjU8bhE9VXRlKpWj2UdHZDTHQU/tm9CYtnj8PEGT7ImVM9f6AunfHH5pVp/Rb/HrtILd9DQWzvYbOw2Wc6Tv6zRfwgVO6PejC3Lib+r87jt3rpDOn8CPd5UDfKgM6ZMgxFzazQvF0vtX+ftjt36jB8l8yUzo9ynwNtQ/XUd2laGUe6z4U20fbyaUrJ0mUwe5GvCHSPHdqPeTM84DVvxVcBL8s48+bNQ69evdCtWzcxT8Gov7+/SPCMGTPmq+XpXlqWn5+fuPdXDEIp6KTufJrCQagWyaGQmaBUOmXyHj9+LDKJ/fr1w7Rp00RlPHfuHHr06CF+GZEEodQf8/9t5qrquwllOqlfKTX1VUTBJGUDqdnw+fPnceTIESxatAjjx48XzYqpHyr9KjNo0CDRjJd+/ZkwYYJYvkKFCkq3ZezYseIXIsUT60lYxA+VSU9PXzRXiY6W77RPgxIZ5ld+cTUwNBTNjxWXN0j9pZsytBvWrca4CZNQzi2lmaCVlTUehoZi967tP30QSllPyobKovmPsfH4kpiED1HR+PLpE3QKy2efdIwKIClcM5mlMm5VYWOf1neKRjwllEExyJ+27XGxNJqovdLPyJfPAFmzZpMbWCJlnTfQN1Q9aqrkeyPCn6k1CKU+frJ9iz5Ky/hGrow0b6GqjHoqykifoVBGal5FE40QaWtfCn061MLVi6dEJlgdnMpVlxvB9tOnlPJR1lPfsJD09fjYN6J/qDJ58xmK8tFxlhUf8xp6Bmn7iEbD9VxyAG/jopE1Wzbk0dXDqJ61UNCoKNR5/GRHzqRmwZJ9byhbR2PewNza7oeOH80rZmXeJ7zD7ElDkCt3HgwZN1P8uKhJeulsq+TaqIjqoPKypdRNyXqxCvsspc4r32cZycXtD9jaF5drlqlye6y/cQ5GK9svmh2d+UfqqfIy/lg9jYuJ/qp1iqZpe/lk5RP3M7Sdivcz6Z2D1KpAsW6m3c9I0ABcxiamYrJ3LIEBvdrh+BF/NG/dEdpEnaPjJqlowacsE0n37VevXhX3uhJ0r0pJGuqy9j2oVWPbtm1F0kgWdYejTColgagbHbWapHFa1IX7hP4GqLJSQDh37lwRuNnb2+PFixffXI+ynpQxpfUlKNWvGGR9S9myZUUfU2oGbGtrKzdJTgAKWmnAIcpgXr9+XWRld+9Oe+wHNeelE44C1ZIlS2Lz5s0qv49OWsrEyk7/T5MCCqxtbe0ReDOtbxjtx5s3rsNBxfDjjo7Fxfuybly/BkfHlCbENBgI7VPFYJ9ufn+F0YhjLt5AgZrywX/BWpUQffGG+H/yx4+IvXYHBWumDeGOLFlQoEZFxFzUTB+73Ll1YWRsJp1MzKxF4Hg38Ip0mfcJbxF6/w5sHJQ3gaampjQIj+w6dHxo3sYhLThS9PTRffEvZUTVifr0yZaxaGoZ7yiU8eH9O7BVsb2qyngnMEDlOiQZyaKfLzXfV5dcuXVR2NhcOhmb2ojAMejWZbnyPQq5BWv7lO4DyspHGU3Zdah8NG+t5Ljn1TMUASi9T8Ftadfqaj1+RUzMpBNlJ8Xxu3lFLnNJddQuneNnZesot07K8bsCW8dScp8z02MQsmXPgWET5qgte52elG11wO2bAXLbevvmVdirGGzHzrEEbt9I+9tDAq9fETe5pLCRiQjUZJehAVEeBN9V+ZlqPYbmVmJ77siUkbYn9P5d2KnYHsl+oXNO7hjeDICdQ+YOQqSqnhp8VU/ffUc9dfiqnt4OvAI7mXqaGbS9fIr3M9a29rglc77Qdt66cQ0OqeeUIjrXbt2UfwTZTZlzUJXkL/T3Ia3pp7ZQ58BEXl5e0NfXl5voNWVoUE96ggUN8imL5sPDw79ZDuoqR4OF9uzZ86umuOvXrxfd+ChpdPr0aTGgKH2XunAm9DdAwR7dMFKGkTKS//77r0jdf4uDg4OolH369MGyZcvEr+fUt5Qypj/i77//ho+Pj+gzKhm998GDB6I5AA2CRIMVUaWnZrj0CwxlQCMjI0Xfz0ePHmHlypVo3LgxTExMRBAcEhKCzp07QxOaNmuB+fNmwdbOHvb2Dti7dzcSkxJRu05KBmjenJkoUKAgunTrIeYbN2mGsaOHi6wmPRuUHvHyIOQ+BgxM6ZObJ4+u6Pu5ZrWPCIwLFS6M27cCcfL4UfTo1ReZ8YgWXdu055/lsTKFnpMjPryJFc8AdfAchlxFjXCz22jx/pOVfrDo3wGOXiPxbO1OFKxRQTyS5UrjPtLPeOS9Bk6rZyLm6m3EXgmE5aAuyK6bG8/WpY2op0kU8P/ZqB32b18tbjQKFi6KXZuXi1+6abRciZkT+8GlQg3UbpAyYFbdJu3hs2AyrGyLwdquhBhhl/pEVqmV8jxXanJ74cwhOLlUhm4+fYQ9CcFm3/lwKFFGjMCr6TLWa9QWe7etRhFjMzFw0I7Ny0VWlEZblfCa2B+uFaqjTmoZ6zdpj5UyZTy830+UsWrthillDH+Oi+eOopRzeeTTN8SbqFc4sHOdGNXUyaWSRstXq0EHHNzpI4JSOob7/JaIvrg0Wq7E/Em94Vy+JmrUbyvmazfqhLWLJ8LCpjgsbUvihP8mfEh6j0o1mkjXoZFyi5haI5+eIR7eD8S21bNQq2FHFClqqdnj17gt9mxbAyMTMxFg7di04qvjN33C3+L4/dkwpQlV/SbtsMJ7ijh+NAAOjbCblJiIarUapgWg7oPwISkJ/YZNFhlRmqTZyWzZNFbGBk3bYNn8abC2cxQZxH/2bkvZ1topA2MsmTsV+QsURLuu/VLK1rg1poz5Gwd2bRHPBqVHvDx8EITeA0ZL91n9Jq2xe+s6FClqKvYZPVOUzmvXilWgaSnHsA12b10rrjOFjIyxfaOPOIY00qrEtPED4FqxGuqmHsO/mrbD8vlTYW3rKLJyB/f6ia4yNNKqBPVHpCniRZiYf/YkVGS1CxYyQt58+hov455tkjJSPV2ZWk/Tyjh9wgC4VqimUE+nytTTran1tMHXZXyZeWXU9vI1atYai+d5wcbOAbb2xeC/d7u43teo85d4f+HcaeJ+pkPXlL/nfzVuCY8xg7Bvlx9cylXEuTPH8fBBMPoOHCkdqG7n1g0oV76y6AsaFxuLQ/678eZ1FCr9kXZdZt82VkULPnWgLCh1f6OnTsiizKgEvU/d7GgsFsqOUpc5deAg9DdAnY+p/Tj9skEVvWrVquIXlu8J5KgpLP1aQqPT0q8slJqfOHHiD30/BY8U+I4ePVoEmtTkgAYgogCXmhBQpvLMmTOiYzX1V6X3KGtLv8DQKLrUj5VG9KWO1NR8l4JaCow1oUq16oiNi8GmDetEs1xraxtMnjJdOlhRZOQruc7qxYqXwIhRY7Fx/VqsX7sGJkWLYvzESbCwtJIuM2r0eKxb64s5s73wNj5e9Avt1Lkb6v+VdtOhKfouJVHx+AbpfPE548S/z9bvQmCPsdAxLoTcZmn9b98/DhMBZ/G5Y2E5sDMSw8Jxq88ERB09J13m5faD4pmg9h6DoFOkEOJu3sPlhj3xQWGwIk36q1ln8cd2zdLpSBAPIHfCcPeFclkhCrhokAmJ8n/8ifjYGOzeskIMLEJNd4d7LJQ2scqWPTvuBl7GkQMpgRuNFutasaZ4FExmaNCcypiI1TJlHOmxIN0yVqhSB/Fx0di5eaW0jLSOpIw5cuRE8N0bOLzPD+/exUFfP78Ist1n+H7V5FPd/mzaFUlJ77FpxVQkvIuHrWMZDJywFDlkyhcZ8Uw0q5VwrVxXlG+/3zIx0JCppQMGjl8qN8BRxIsn2LN5Ed69jUWBQiao36KnCEI1rWHzTqIerV7ilXL8ijth1KRvH7+42Bjp8aNmn6MmeUubjD8ODRZZHDK8j/wjkub77BY32ZpSqWptsa3bN64SA5tQ88YxU+ZKm/ZFRUbIXUsdipXCwJGTsHXDSvitX4EiJqYYMd4LZpZpA5w1btFB7DOfRbPEPnMoXlp8ZmZke0mjFh3F9qxaPCP1GJbGmMnz5bYnQhzDWOl8xSq0X6KxYxPtFzqGdmId2cGKjh3cjV1bfKXzU8akBOp9Bk+QBvGaraeJ8F2SVsbRk7wVyhgmV08r0nUmNgY7Nvuk1lM7jJ5EZUw7D48f3IVdfmllnDo25UfZ3lTG1B9VuHz/TeWqtcQ56LdxtTgHLa1tMX7KHLlzMKtMKy3H4qUweKQ7/DaswuZ1PjAuaopRE6bBPPUcpPu358+e4PTxQyIAzaenBxs7R0ydtUg8rkXbqLM5ro6KprfKFCxYUHRjo/tjWTT/rf6c9OhDSgDR0zO+xdraWnwXJY3UFYRmSaZnRDD2G7gfqnwEOG1gb2MO/xwO0FYNPgbjwr04aLOKxfRwOSjt5lTbuDnq4+St99BWNUrlxpVg7X5AezkHA1wP0dyowZpWxq4grt5XPhqxtnCxz4+AYPl+gdrE1cFQ68t368GPjW/xqyllq7nHf/2IsAHyg/hkJNPF239oeRoRlzKZ1MJR0rTa3NwcAwYMUDowkcTatWvFkzGeP3/+zb6eYWFh4jP37NkjWiOqA/cJZYwxxhhjjDFVKEusrukHUdNd6uZGrQTpSRY08ChlOSWj5VJLR9mBi2Sb4jZt2vSrAJQGEB05ciQuXrwoBjOlLnJNmjQR3fno6RTqws1xGWOMMcYYY+wX0KZNGzF2iru7uxiMyNnZWTxBQjJY0dOnT0VzaVk0pgo9GYOeQqGImvcGBgaKoJYGH6VudNR9burUqWp9VigHoYwxxhhjjDGmgmyf9Z/BgAEDxKQMDSakbLBRVT0wacDRw4cPQ9O4OS5jjDHGGGOMMY3hTChjjDHGGGOMZcLouL8rDkIZY4wxxhhj7BdpjqsNOKxnjDHGGGOMMaYxnAlljDHGGGOMMRW4OW7G4z3KGGOMMcYYY0xjOBPKGGOMMcYYYypwn9CMx5lQxhhjjDHGGGMaw5lQxhhjjDHGGFOBM6EZjzOhjDHGGGOMMcY0hjOhjDHGGGOMMaYKj46b4TgIZYwxxhhjjDEVsmTh5rgZLUtycnJyhn8qY4wxxhhjjGmByAnd1PbZhTzX4HfEmVD22zh9JwHaqlqJPLhwLw7aqmIxPfjncIA2a/AxGGfuvIO2qlpCFweufYK2alg2O26EREKbOdsV0uoyUvmu3n8DbeZinx+BIa+grUrbFcbtB+HQViVtiyAgOBrazNXBED+jLNwcN8PxHmWMMcYYY4wxpjGcCWWMMcYYY4wxFfgRLRmPM6GMMcYYY4wxxjSGM6GMMcYYY4wxpgr3Cc1wvEcZY4wxxhhjjGkMZ0IZY4wxxhhjTAXuE5rxOAhljDHGGGOMMRWyZOHGoxmN9yhjjDHGGGOMMY3hTChjjDHGGGOMqcLNcTMcZ0IZY4wxxhhjjGkMZ0IZY4wxxhhjTIUs/IiWDMd7lDHGGGOMMcaYxnAmlDHGGGOMMcZU4Ee0ZDzOhDK1evz4MbJkyYIbN26I+VOnTon5mJgYleusXbsWBgYGGtxKxhhjjDHGmKZwJpRpVKVKlfDy5Uvo6+vjV5KcnIx9fstw9uhuvE+Ih42jEzr0HgcjE4t01zt5cCuO7FmH2JjXMLW0R7ueo2FlV1L6fmx0FHas98a9mxeR+P4djEws8VfLHnCpWBuaLt/uLStw+ugeJLx7CzvH0ujcdwyKmJinu96xf7bh4O6Nonzmlnbo2GskrO1LSN/3Gt8HwXeuya1TvW5zdO03FpqS/w9XWA/vAf2yJZHLpDACWvRHxL7j6a9T1Q3F54xB3uJ2SHz2Eg+8liFs/W65ZSz6tYf1sB7QKVIIcYFBuDNkKmKv3ELm1tHloo4mJMTDVlpHzb9ZRw/vWS+OoZmoo6OkdTTq1QuM7dtQ6Xp9RsyEa6U60GT5Du9YjIsnduD9u3hYOZRBi+7uKGSs+hwMvReAUwdWI+zhXcTFRKLrsIUoVa6W3DJblo1DwJm9cq85lK6M3mNXQpMOH9iJ/bu2ICb6DSysbNCtz1DYOhRXufyFcyewbeMqREaEo4iJKTp07Ycy5SpK3790/jSOHdyDhw+C8TY+DjMXroGltR0yi7aXT1JHd2zywckj+/DuXTzsi5VG9/6jYGxilu56R/x34MCuTYiNfgNzK1t06TMMtjLX0eOH9uD86SN4HBqM9+8T4LPlCHTz5oOmHTqwC/tkjmH3PkNgl+4xPAk/mWPYsWtflE09hp8+fYLfBh9cC7iIV+EvkEdXF6WcXNGha1/kL1AQmeXggd3Yu9NPlNHSygY9+g6GnUMxlcufP3sSWzauFmU0NimKjt36wqVcBen7WzetwbkzJ/A68hWyZ88Oa1sHtO/cE/aOqvebuuvozs1UR/fi3bu3sC9WCt37jfrm33qqo/70t15SR3sPh01qHX0bHys+89aNy4iKjICengFcKlRFqw59kEc3L7QGPyc0w/EeZRqVM2dOFClSRGRDfyWHd6/FCf8t6Nh3HMbOWA8dndxYMPVvfPyQpHKdK+cOY/uauWjYug8mzNksbvAXTOmPuJg30mVWL5yIiOeP8fdYb3jM346yFWpi5dzRePowCJr0z+71OHpgK7r0HQv3WWugkys35k4eiA/plO/SuSPwW+2Npm17YvK8DTCztMOcyQPlykeq1WkK7zUHpVObLgOhSdl08yAuMBi3B03+ruVzW5qi3L4VeH3qEs65NsGjRetQaoUnCtb5Q7qMcav6KDZ7LEI8l+CcWzPEBwahvL8vchbKj8xyaPc6HE+to+NmrENOndzw/o46um3NPDRq3RsT52yGqaUdvKf8LT2G+QsYYY7vEbmpcdu+0MmVByXLVNZg6YCT+31x9tAmtOzhgcFTt4jyrZzRO93yfUh6DxNzBzTvPiHdz3Z0+gMey05Jp44DZ0OTzp85jvWrFqNFu26YscAXFla2mO4+DLEx0UqXD753CwtnTUaNOg0xY+FqlKtQBbOnjcXTxw+lyyQlvodD8dJo37UfMpu2l09i/86NOHxguwg8p87xRa5cuTHDfUi619ELZ49h46qFaN6uB6Z5r4W5lR1muA9FrMx19ENSIpzKVkCTVl2QWf49cxzrVi1Gq3ZdMXPBKnEMp7kPT/cYes+ajJp1GmDWQl+4VaiCWdPGSY9hUlIiHobeR8u2XTBzgS9GjJuGF8+fYubUMcgs/545gbU+S9C6fRfMXugjAu2pE0eoLGPQ3duYP2sqav35F+Ys9IFbxSqY5Tlerp6aFDVFz76DMW/JGnjOXozCRkVSPjNWdWswdTqwawMOH9iGbv1GY8rsVeJeZobHt+roUWzyXYDmbXvCc/468YMzrSOpo9FvosTUvttAzFy0CX0GT0TgtYtYuWgatK05rrqm3xUHoey77NixA6VKlULu3LlRoEAB1K5dG+/evcOXL18wZcoUmJqaQkdHB87Ozjh06JDKz1HWHJea35qbmyNPnjxo1qwZXr9+LbfOzZs3UaNGDeTLlw96enpwcXFBQEAANPnL4bEDm9GgZS84u9UQGc1ug6Yi5k0krl8+qXK9o/s34o86zVG5VhOYmNmgQ5/xyKmTC/+e2CNd5mHwTdT4q63IPBUqYooGrXohT558eBJ6V6PlO7J/Cxq37o6y5auJYLLX4Mnij8q1S6dVrnd472ZU+7MpqtRqjKJm1ujSb6wo35nj++SWo9cMDAtKp9x5NPvLaOThM7jv4Y2Ivce+a3mL3m3x/lEY7o2aibdBD/Fk6SaE7zwMq8FdpctYDemGZ77bELZuF97eC8Wt/h74nJAIs64tkBnoGB4XdbQnnN2qizrafdCU1Dp6SuV6R/dvQpU6zVLrqDU6SutoSmYwa7Zs0DcsKDddv3QSrpXrIFfuPBot35mDG1C7WR+UdK0JEwsHtOvvhbjoV7gdoDqrXcy5Cuq3GYxS5dJvWZAtR07oGRSSTnnyaralhv8eP9Sq2wg16jSAqbkVev49UhyHk0cPKF3+4L7tcHYpj8Yt2sPUzBJtOvWClY29yDZKVK1ZDy3bdUMpZ1dkNm0vn6SOHtq3FU1bd4VrhaoiW9RvqDti3kQh4OIZlev9s2cLatRtjOq1G4p906P/KPG39LTMvqnfpC0at+oMW8e0VjSadmDPVukxNDO3Qu+/R4hjeOKov9Ll/fftgLOLG5qkHsO2nXrC2sZeZFOJrm5euHvOR6UqNVHU1Bz2jiXQo+9QkdmOfBWBzLB/9zbUrtcQNev8BTNzS/QZMBw6uXLh+JF/VJaxjIsbmrZoB1NzS7Tr1EPUU8qmSlSpXgdOZVxRxNgE5hZW6NrrbyQkvMOTR6HIvDraLbWO2qHfUA9RR6+mU0cP7t2CGn82QbXUOtq9/2jo6OTC6WMpddTMwgZDxs5AWbcqMDI2RQknV7Tu2BfXL5/D58+fNFhC9qvhIJR9EzWfbdeuHbp374579+6JQLJ58+bigrZgwQLMnTsXc+bMQWBgIOrWrYvGjRsjJCTkuz770qVL6NGjBwYMGCD6jVKw6enpKbdMhw4dRJB75coVXL16FWPGjEGOHDmgKVERzxEXE4ViTuWlr+XRzScCx4fBgUrX+fTxI56G3kOx0mnrZM2aVczLrmPt4ISAf4/gXXysCOgvnzuEjx+T4FBSczdWkRHPERv9GsVLu0lfoyY01NQmNJ3yPQ4NkluHylfCyQ2hwfJNUi+eOYQBnWpj/KA22L5hsfgF/GdmUMEZUScuyL0WefQcDCs4i/9nyZED+mVLIOr4+bQFkpMRdeI8DCqUQWagOhqrpI5af6OOPlFRR1Udd/px5NmjYPxRqyk06c2rMMTHRMG+ZFozt9x58sHcpjSehNz8z58fevcKPPpUwYxhDbDDdwrexWsuS0HH4eGD+3LBFB0Hmg8JuqN0nftBt1FSIfhyKltevP6z0fbySbyKeIGY6Nco6VxO4TpaHCEqtpv2zaMHwSjpVE5u39BnhAT/PGX9mHoMSzu7yG1naWdX3E/nGNL7spzKuqV7DCk4ox+pdfPmzZQyhioto0s6ZbwjtzxxLlsOwSqWp+84enC/qBfU1FfTIlPraAmZ+ib5Wx+i8Hf7qzrqrFBHncohJEh195OEhLfInUcX2bJpUa8/ekSLuqbflBbVDqbOIJT6b1DgaWGR0v+KsqKEgs/Ro0ejbdu2Yn7mzJk4efIkvL29sWTJkm9+NgWx9erVw6hRo8S8vb09zp8/L5dNffr0KUaOHAlHR0cxb2eXfr+fpKQkMcmiX5b/XxSAknz68k0t9QwKIC5aPmsr8TY+Gl++fIaegfw6+QwK4OXzx9L5PiNmiea3Q7tUR9Zs2cUvy/1Gz0Nh4/T7Z2Qk6gtI9A0KyL2up19ABKfKxMfHiPLpK5RPTz8/Xoalla9i1booUNgYBoaF8OxJCLavX4zw508wcIxmmzv+CB2jgkiKSDnmEjSfQz8fsubSQQ5DfWTNnh1Jr+T3TVLEa+g6WCMzSI4h7X/F+kb9jpV5m3oMFesozYfL1FFZ547thbGplehvqklxsZJzUL6vWD79AtLz8/9FTXEpU1qgsCmiIp7h4FZv+Mzsg0FTNiNr1mxQt7i4WKXnEs2/CHuidB3qr2ZgYKiwvKFcE86fhbaXT0JyrVRWTpXX0bjU66jh9++bzBCv8hga4nk6x1BxeQOD/IhRcQypOejGNctQuWpt5Mmji8wqo7J69/zZ03TKKL88rU+vywq4fB7zZ04RP8Aa5i8AD8850NPX/OCLFICqqqOS91TW0a/+ThjihYq/E7TO7q1rULNukwzbdqadOAhl3+Tk5IRatWqJwJMynX/++SdatmyJbNmy4cWLF6hcWb5vGM1TE9rvQZlVaoIrq2LFinJB6LBhw9CzZ09s2LBBNANu1aoVbGxU/4ro5eWFyZPl+/95eHigRquUQPdbLp3+BxtXpGVjB4xfCHXZu3kJEt7FY+ik5cibzwA3Lp/CyjmjMHLaaphaqGeQjfOnD2LdMi/p/NAJ86EuNAiRhJmlrWiOO8u9P169DENhY1O1fa+2uyjqaFp/m4FqrKOy/dIunT2Ihq16qf27rp47gB2rJknne45aprbvKlPpL+n/jc3tYWJuj+lD6uHB3StymVfGZJ07dRi+S2ZK50e5z8nU7fmV0Y/c82Z4UJMS9Pp7OLRNydJlMGfRKhHoHj10AHNnTMKMecu/CmAz2r+nDsF3aVodHek+F+pG2ezZU4ahqJklmrdT/98KTfrVxjL5FXAQyr6Jgs2jR4+KDOWRI0ewaNEijB8/XrymCZMmTUL79u3h7++PgwcPioDSz8/vq+BVYuzYsSJwVcyEXnzw+bu+z8mtGqzsS8o1RyHxsW9gkL+Q9PU4Gk3UykHpZ+TNZyiyKIqD9MTHvJZmHF+FPxMjk07y3gET85Sgmj4v5N41nDq4FR37pj+Yyv+rjFtV2MiV74M0m2aQPy3TFBf7GuZW9ko/I18+A1E+xcxEXOwb6BvKZ1RlSb43IvzZTxuEUtaTsqGyaP5jbDy+JCbhQ1Q0vnz6BJ3C8uXUMSqApPD/lpX7Xs5u1WAtcwypmZdk/8vW0fh066iB0jpK85TlV3T1wjF8+JCIitWVj5abkUq41ICFbUprC/lzMAp6hjLli32NopYpLSQySgEjM+jmM8Tr8KeABoJQPT19pecSzRuoOJcMDCmjJD9YCg2eopit+Bloa/lc3P6ArX3xr+oolctQ5jpK8xbWKq6jeqnX0ejv3zeZIZ/KYxid7jFUXJ6yoJQN/ToAdUfUq3B4TF+QKVlQ2TIqq3dUFtVllF8+RsnyNECVsYmpmKjv69+92uP4EX80b90R6kR9NCUj2JJPn9Kro3bp19Gv/k7Q+Sh/7N8nvMOsSUPEeAFDx80UowEzlp7ftyEy++FfgCjDSRnG69evi1Fujx8/DhMTE/z7779yy9J88eLfN/x4sWLFRL9QWRcvXvxqOWqmO3ToUBEEU7PgNWvWqPxMCjhpACPZ6Uea4+bKrSuaw0omYzNr6BkUxL3AtO18n/AWj0Juw9qhtNLPyJ4jB8xtiiFIZh3q83kv8LJ0HcosEcWR0eiCT/1t1SV3bl0YGZtJJxqQhgLHu4FX5MoXev8ObNIpn6WNo9w6VD6at3FICx4UPX10X/xLGdGfVczFGyhQUz74KFirEqIvpjzrNvnjR8Reu4OCNdMeF4EsWVCgRkXEXLyukW1UrKPiGBoURFDgZblj+PAbddTCppiok4p1VNlxP3d8L5xcqyGfvnp/vZeUr2ARC+lkZGqDfAYFEXI77XxKTHiLp6GBsLDL2KbBMa/DkfA2RnyfJtBxsLa1x62bV+WOw+2bV2HnmHYDKcvesSRu35AfnO3W9Svi9Z+NtpaP+rsVMTGTTkXNrURAdudmgFxWKPT+Xdip2G7aN1a2DrgTGCC3b+gz7Bx+nrLmUHEMaZ6CKmXoWN26kbY8CbweIHcMJQFo+IswTJw2XwSCmVlGGyrjDfkyBt64lk4ZSyBQZp9IyuigYnmJ5C/J0h8ONVpHzSR19IpCHb0DOxV/t6V1VGYdcf4GXoGdYym5z5nhMVgEnsMnzEHOnP9/F6ifFvcJzXC/b8nZd6Mgcfr06WJEWuqfuWvXLkRGRooAkvpqUj/QrVu3Ijg4WAwaRAMMDR48+Ls+e9CgQaLpLfUtpcGMFi9eLNcU9/3792LQIhoM6cmTJyLApQGK6Ls1GYDXbtge/+xYJZrLhj0JEY9WoYxTGbca0uXmefTBiX/8pPN1GnXE2WO7cf7kPrwMe4hNK6aLR0ZUrpnST6JIUUsUNjbDxuWeIqClzOiRvevFM0NphFNNlu/PRu2wf/tqXL98Gs8eP8BK70nil1IaLVdi5sR+OOa/TTpft0l78VzRcycO4MWzR1i/fIZ4bEKVWo3E+9Tkdu/WVXj84J4YEIE+e6W3BxxKlBEj8GryES16To5iInmsTMX/c5kZi3kHz2FwWpPWZOnJSj/ksTKDo9dI0cfTom978UiWRwvWSpd55L0GZj1ao2inpsjraI2SSyYhu25uPFuXMvKjptExrNWwPfxFHT2dWkfdU+toWl2a+1Ud7ZBaR/cr1NHGcp//6uVThNy9hiq1NTsgkWz5qtbvhGN7VuB2wAm8fHofm5eNhZ5hYZR0TXvu5zLP7jh3eJN0PinxHZ4/vicm8iYyTPw/OuqF9P39m+aIwY3eRD7H/dsXsWbuQBQwMhd9RTWlQdO2OHF4P04fP4iwZ4+xaukccS5Vr91AvL947lRsXrtcunz9xq1w89ol8dzN58+eYPsmX4Q+CELdhmmjM9OzMx8/DMHzpyn9tl6EPRXzqvp+cfn+ex2t17gNdm9di6uXzuLp4wdYNm+KaF1CI5FKTBs/QDzGReKvpu1w8vA+nDnuj+fPHmP10llITEwUI5FKUJkeP7yPiBdhYv7Zk1AxT89n1JSGTdvg+OEDOJV6DH2WzhXHsEbtlObsi+Z6YpPMMWzQuCVuiGPoJ47htk2rxTGs17C5NACd6zVRjIY7aIS7CGyio1+LSRMBmjKNmrXGscP+OHnsEMKePsbKJfNEGWvWqS/eXzh3GjauXSlfxquXsW/XVoQ9eyKeCRr6IBj1G6a00kpMfI9N61aKAYxevQpHaEgwlnjPwJvXUaj4h+b+xivW0T3bqI6eEXV0+fzJoo7Scz0lpk8YgCMydbR+k3bi2bcpdfQR1iybhSSqo7UapAWg7oPEvuo1cLzIiFKdpenL5+9rgcZ+T5wrZ99EmcQzZ86IwYbi4uLE4EQ0Im79+vVFH9HY2FgMHz4cr169EhnQffv2fXPwIIkKFSrAx8dHNLF1d3cXfT4nTJiAqVOnSpsC0yNbOnfujIiICBQsWFBkQhX7fKpb3WZdkZT0XgSM1IfTtpgzBk9cghwyv/ZFhj/D27i0UTXL/VEX8XHR2LdlmWi6a2rlgEETl0ibOmbPngMDxy/Cro0LsXj6YCQlJqBwETN0HTgFpVyqaLR8fzXrLP6ArFk6HQniAdZOGO6+UO7XzFfhz8WAAxLl//gT8bEx2L1lhRh4g5ruDvdYKG2iky17dtwNvIwjB/zEZxcoaATXijXFo2A0Sd+lJCoe3yCdLz5nnPj32fpdCOwxFjrGhZA7NSAl7x+H4UrjPig+dywsB3ZGYlg4bvWZgKij56TLvNx+UDwT1N5jEHSKFELczXu43LAnPigMVqRJ9Zp1EQHkhtQ6aifq6GKFOhqmtI7uTa2j1HSX1lFsjktZUMMCRijuLJP91bAajXqI8lFf0fcJ8bByKIveY1bIle91xDO5kW2fPbyDZVO7Sef3bZgl/nWt2gTt+k0XrQ5ePA1GwJm9eP8uTgS1DqUroV6rgcieI6fGylapai3ExcZg28ZVYlATS2tbjJ0yV9qs73VkhBiRUsKhWCkMHOmBrRt84Ld+JYqYmGLkeC+YW6YNjBVw6RyWeU+Xzi+YRX3uIB5r0qpDD42V7Xcon0SjFh3FtW7V4hkp19HipTFm8ny562iEuI6mBY8Vq9RGXGw0dmyiffNaNIukdWQHKzp2cDd2bfGVzk8Zk/Js1D6DJ6BaaiCvbpVTj+HWjb7SYzh+yhzpMYyKjJBr1UPHcPBID2zZ4IPN61eKpqijxk+XHsM3ryPFMSQjB6Wdo2TS9IUoUVrzI41XrlpTPL/Tb+NqUUYra1tMmDJbpoyvkCVLWj11LF4SQ0ZOxJYNvti0zgfGRU0xasI0aRmpTtOgRqeOH0ZcbCzy6enB1s4RnrMWise1ZIaGzTuJANJ3SVodHT3JW6GOhsn9ra9YpY74W79js4/4W091dPQkqqMpfydopHzKppJhfVrKfZ+3zy4UMjKBNvidn+epLlmS1dnuj7GfyOk7CdBW1UrkwYV7cdBWFYvpwT+H8r6N2qLBx2CcufMO2qpqCV0cuKa9z4xrWDY7boREQps52xXS6jJS+a7e/3lH4M0ILvb5ERjyCtqqtF1h3H4QDm1V0rYIAoLl+6FqG1cH9Xf5+H+8XTpGbZ+dt/8M/I64OS5jjDHGGGOMMY3h5riMMcYYY4wxpgo3x81wnAlljDHGGGOMMaYxnAlljDHGGGOMMRVkB6ViGYP3KGOMMcYYY4wxjeFMKGOMMcYYY4ypwn1CMxxnQhljjDHGGGOMaQxnQhljjDHGGGNMhSxZOW+X0XiPMsYYY4wxxhjTGM6EMsYYY4wxxpgqWbhPaEbjIJQxxhhjjDHGVOHmuBmO9yhjjDHGGGOMMY3hTChjjDHGGGOMqcLNcTMcZ0IZY4wxxhhjjGkMB6GMMcYYY4wxls4jWtQ1/T+WLFkCS0tL5MqVC+XLl8fly5dVLrt27VpkyZJFbqL1ZCUnJ8Pd3R3GxsbInTs3ateujZCQEKhTlmT6VsYYY4wxxhhjX3m/wVNtn52704QfWn7r1q3o3Lkzli9fLgJQb29vbN++HcHBwShcuLDSIHTw4MHifQkKRI2MjKTzM2fOhJeXF9atWwcrKytMnDgRt27dwt27d78KWDMKB6Hst3E5KBbays1RX+vLd+bOO2izqiV04Z/DAdqqwcdg3HoQAW1VytYIV4JjoM3KORjg6v030FYu9vkRGPIK2qy0XWFcD4mCtipjV1DrrzPX7r+GNitrXwA/o/cbp6vts3N3HPdDy1PgWa5cOSxevFjMf/nyBWZmZhg4cCDGjBmjNAgdMmQIYmKU/42iUNDExATDhw/HiBEjxGuxsbEiSKV127ZtC3Xg5riMMcYYY4wxlgmSkpIQFxcnN9Frynz48AFXr14VzWUlsmbNKuYvXLig8jvevn0LCwsLEaw2adIEd+7ckb736NEjhIeHy32mvr6+CHbT+8z/ioNQxhhjjDHGGFMlaxa1TV5eXiLok53oNWWioqLw+fNnuaa0hOYpkFTGwcEBq1evxt69e7Fx40aROa1UqRLCwsLE+5L1fuQzMwI/ooUxxhhjjDHGVMiSRX15u7Fjx2LYsGFyr+no6GTY51esWFFMEhSAFitWDCtWrMDUqVORWTgIZYwxxhhjjLFMoKOj891BZ8GCBZEtWzZERMj3fab5IkWKfNdn5MiRA2XKlMGDBw/EvGQ9+gwaHVf2M52dnaEu3ByXMcYYY4wxxjKhOe6PyJkzJ1xcXHD8+HHpa9S8luZls53poea8NPKtJOCk0XApEJX9TOqXeunSpe/+zP8HZ0IZY4wxxhhj7BcwbNgwdOnSBa6urnBzcxOPaHn37h26desm3qfHtxQtWlTar3TKlCmoUKECbG1txQi5s2fPxpMnT9CzZ0/p41po9FxPT0/Y2dlJH9FCI+Y2bdpUbeXgIJQxxhhjjDHGVFFjn9Af1aZNG0RGRsLd3V0MHERNZg8dOiQdWOjp06dixFyJ6Oho9OrVSyxraGgoMqnnz59H8eLFpcuMGjVKBLK9e/cWgeoff/whPlNdzwglHIQyxhhjjDHG2C9iwIABYlLm1KlTcvPz588XU3ooG0oZU5o0hYNQxhhjjDHGGFMly4/13WTf9vPklhljjDHGGGOMaT3OhDLGGGOMMcaYKjJ9LFnG4CCUMcYYY4wxxn6BgYm0Be9RxhhjjDHGGGMaw0HoT+Tx48didKobN26oXGbt2rUwMDDAr1wGxhhjjDHGfhlZs6hv+k1xc1yWoczMzPDy5UsULFgQ2iQ5ORm7Nq/EyaN7kPDuLewdS6Nrv9EoYmKe7npH/bfjnz0bERv9GmaWdujcewRs7EtI31+91At3bl5G9Jso5MqVG3aOpdGmywCYmFpCk36H8u3zW46zR3cjISEeto5O6NB7HIy+Ub6TB7fi8J71iI2h8tmjXc9RsLIrKd6LevUCY/s2VLpenxEz4VqpDjQh/x+usB7eA/plSyKXSWEEtOiPiH3H01+nqhuKzxmDvMXtkPjsJR54LUPY+t1yy1j0aw/rYT2gU6QQ4gKDcGfIVMReuYXMcvDALuzb6YeY6DewsLJBj76DYeeQ9owzRefPnoTfRl9ERoTD2KQoOnbri7LlKor3Pn36hC3rfXA94CIiwl8ij64uSjm7omPXPshfIHOuXVRHd9I5eGRvyjlYrDS69Rv1Xeeg/+5N4hw0t6JzcLj0HHwbH4udm31w68YlvI6MgJ6eAVwqVEPLDn2QRzcvMqOMOzb54OSRfXj3Ll6UsXv/UTA2MUt3vSP+O3BgF5XxDcytbNGlzzDYylxnjh/ag/Onj+BxaDDev0+Az5Yj0M2bD5p2iOrori3SOtq9z5B06+iFc1RHV4k6WsTEFB27ytdRvw0+uBZwEa/CX6TUUSdXdOjaN9Pq6OEDO7F/12bpcejWZyhs0ynfxXMnsG2jj7R87bv2Q5lyleTqw/ZNq3Di8H5RHxyKlUaP/iNgXDT9+qBOv8N1Zgft89RzkPZ59/4jv+McpGOfdg52Fedg2n758CEJG30X4cLZY/j48SOcypRHt34jYGCYXwOlYr8qzoT+hugCoS7ZsmVDkSJFkD27dv2+4b9rPY74b0W3fmMwafZq6OTKjVmTBokLryoXzx7F5tXeaNamJ6bOWy9uEGmd2Jg30mUsbRzRa9BEzFy8FaMmLRR/IGZ5DMSXz5+hSdpevkO71+G4/xZ07DsO42asQ06d3PCe+jc+plO+K+cOY9uaeWjUujcmztkMU0s7eE/5G3Gp5ctfwAhzfI/ITY3b9oVOrjwoWaayxsqWTTcP4gKDcXvQ5O9aPrelKcrtW4HXpy7hnGsTPFq0DqVWeKJgnT+kyxi3qo9is8cixHMJzrk1Q3xgEMr7+yJnocy5ofj3zHGs81mCVu27YtbCVbC0soXnxBGIjYlWunzQ3VvwnjUFtf5sgNkLV6FcxSqY5TkeTx8/FO8nJSXiUWgIWrbrIj5v5HhPvAh7ihlTxiKzHNi1AUcObEP3fqMxebYvdHRyYabH4G+eg5t8F6BZ2x7wnL8O5pa2Yh3JOUg//sS8iUT7boMwY9Fm9B7sjsBrF+CzyBOZYf/OjTh8YLsIPKfO8RU/TM1wH5JuGemmduOqhWjergemea8V15kZ7kPlrjMfkhLhVLYCmrTqgswi6uiqxWjVritmLlgFCytbTHMfrrKOBt+jOjoZNes0wKyFvnCrUAWzpo2Tq6MPQ++jZdsumLnAFyPGTcOL508xc+oYZIbzZ45hw6pFaNmuO7wWrBbl83Iflm75Fs6ahBp1GmLGwjVwrVAFc6aNxbPU8pF9Ozfh0P4d6Pn3SHjO9YFOrlziM9OrD+r0O1xn6Bw8dGA7evQfialzVol9TufTt87BDasWokW77pjuvUYce8VzkN6/dvlfDB7tCXevJYh+E4n5XplXTrX1CVXX9Jv6fUueib58+YJZs2bB1tYWOjo6MDc3x7Rp06TvP3z4EDVq1ECePHng5OSECxcupPt5y5Ytg42NDXLmzAkHBwds2LBB7n1qHkvLNG7cGLq6uuK7Pn/+jB49esDKygq5c+cW6y1YsEBuva5du6Jp06aYPn06jIyMRDNgeogt/bo3cuRI5M+fH6amplizZo3K5rj0wFyaP378OFxdXUWZKlWqhODgYLnv2rt3L8qWLYtcuXLB2toakydPFt9DKHCZNGmS2E+0v0xMTDBo0CBoCn3/of1+aNyqO1zKV4O5pR36DJmEmDdRuHrxtMr1Du7djOp/NkXV2o1Q1NxaBHh0Y3nm2H7pMjXrNoNjibIoZGQiAraWHfvidVQEIl+91FDpfo/yHT+wGQ1a9oSzW3WYWtqj+6Ap4ub8+mX5BzrLOrp/E6rUaYbKtZrAxMwaHfuMR06dXPj3xF7xftZs2aBvWFBuun7pJFwr10Gu3Hk0Vr7Iw2dw38MbEXuPfdfyFr3b4v2jMNwbNRNvgx7iydJNCN95GFaDu0qXsRrSDc98tyFs3S68vReKW/098DkhEWZdWyAz7N+9DbXrNUTNOn/BzNwSvQcMFzdPJ474K13+n3074OzihiYt2sHU3BLtOvWElY29yHIQXd28cJ82D5Wq1ERRU3PYO5ZAz35D8PBBMCJfRWi4dKnn4D4/NGndTWQqKdDqO/R7zsEtqPFnE1STnIP9U87B06nnoJmFDQaPnYmyblVgZGyKEk6uaNWxH65fPofPn1Our5ot41Y0bd0VrhWqimxKv6HuoowBF8+oXO+fPVtQo25jVK/dEKbmVujRf5T4O3D66AHpMvWbtEXjVp1h65jSSiEzHNizFbXqNkKNOg1gZm6F3n+PENeLE0eV11F/aR1tD1MzS7Tt1BPWNvYimyqto57z5epoj75DM62O+u/Zipp1G6F6nQbiOFDgmFNHB6dkjoOsg/u2wcmlPBq16ICiZpZo06m3OAcPH9ghrQ8H925DszZdRIBKgc3fwyaKH04CLpxFZvgdrjN0XJqlnoO0z/sPdU/Z5+mcg/57/FBT4RyUPfbUcuPk0f3o1HMgSjq5wtrWEX0Gj8f9e7cQEnRbgyVkvxoOQjPB2LFjMWPGDEycOBF3797F5s2bRZAnMX78eIwYMUIEcvb29mjXrp00IFO0e/duDB48GMOHD8ft27fRp08fdOvWDSdPnpRbjoK4Zs2a4datW+jevbsIhCmA3L59u9gGd3d3jBs3Dtu2bZNb78SJE3jx4gXOnDmDefPmwcPDAw0bNoShoSEuXbqEvn37iu8MCwtLt8xUprlz5yIgIEBkSWkbJM6ePYvOnTuLctC2rFixQvR9lQTmO3fuxPz588XrISEh2LNnD0qVKgVNiYx4IZq6lXRyk75GTdms7UvgQbDy5omfPn7E49AglHAqJ30ta9asYl7VOomJ70UARwFbgYJp9UHdtL18URHPERsThWJO5aWv5dHNB2u7kngYHKiyfE9C76FY6fJy5aP5UBXrPAm9i2ePgvFHrab4mRlUcEbUCfkftiKPnoNhBWfx/yw5ckC/bAlEHT+ftkByMqJOnIdBhTKZ0nLj4YP7KO3sKncsSjm7IDjojtJ17gfdQWlnF7nXnMu6iddVSXj3TvxgpptX881UVZ2D1Kw2JJ1z8NGDIJRwdvv6HAxS3Ww6IeEtcufRRbZsmm2t8iriBWKojM7lFMpYXOWNakoZg1FS4TpDnxES/PPc3KbVURe57aQ6q6rO3Q+6LVeniZOoo6rLlZCQOXVUchxKyRy7lHPQVeX2hgTdEe/LcipbXro/JPVBdhmqD9S8N719oC6/w3Um7Rx0/T/OQVeV5+DDB0H4/OmT3HlKPzwULGSkXUFolizqm35T2tVm8hcQHx8vMo6LFy9Gly4pTYcoi/nHH3+ILCKhALRBgwbi/5QRLFGiBB48eABHR8evPm/OnDkiY9m/f38xP2zYMFy8eFG8TtlUifbt24vgVBZ9tgRlRCnjSkFo69atpa9TtnPhwoXiokPZUsrgJiQkiIBVNqA+d+4c2rZtq7LcFFBWq1ZN/H/MmDGifImJiSLzSdtBr0n2B2VCp06dilGjRomg9+nTp6KJb+3atZEjRw6REXVzS7vxUpSUlCQmWfTL+f+LLtpE30C+KSLN042jMvFxMfjy5fNX6+gZ5MeLsCdyrx37Zwf81i1CUuJ7GBe1wOjJi5E9Rw5oiraXj/pzim3Tl9/WfAYFEBsdpXSdt/Ep5aPyyKL58Ocp56mic8f2wtjUSvQ3/ZnpGBVEUoR8uWk+h34+ZM2lgxyG+siaPTuSXskf+6SI19B1sNbw1lJdi02ta4ZyrxsY5MfzZ0+VrkP9ueh9WbQ+va6M6M+0ZjkqV6uFPHl0oWmSc1BZfaM+WD9yDtL8y+dPVK6zZ+tq1Kir+R9KYv/Ldcbw63UUrzOZKa2Ofl3nnqvYTqqListTnY2RaeL4dR1dhspVa2u8jsalU9eeh6k6B18rP9ap12PJuahsmZjUZTTpd7jOxKa3z1Vsc9x3nIP0udmz5/iqH3ZmHUv26+BMqIbdu3dPBEi1atVSuUzp0qWl/zc2Nhb/vnr1SuXnVa4s3/+M5ul1WdQUVtGSJUvg4uKCQoUKIW/evFi5cqUI+GRRAEwBqARlbGWzkNQHtECBAiq373vKdPPmTdHMl7ZBMvXq1UsMcEQBb6tWrfD+/XsRnNLrlP1VlRkmXl5e0NfXl5vote/176lD6NmmmnRSd7O1StXqwXP+BoyfvlwMQrJ49ji19onR9vJdPP0PBrSvLJ000eyQ+qRdOnvwp8+Csq/RtWSelweSkYzefw/XyHfSOdijdXXppIk6ShnQOVOGoaiZFZq366X27zt36jC6taopnShTwv5DHZ3hQU0S0EtDdZT9+tcZOge7tqolndK7b2Lfge6F1TX9pjgTqmHU//JbKNsnQc02CDWf/S+oL6gsPz8/kXGlJrIVK1ZEvnz5MHv2bNHEVtW2SLZH2Wvf2r70yvT27VuRDW3evPlX61GmlEbcpT6kx44dw9GjR0XWl7b19OnTX22LJDtLGWHFTOjNR4n4HtR/ytYhbeTFjx8/iH+pE75B/rQR7Wjewspe6Wfk0zNA1qzZ5DruExrUxsCwgNxr1ByGJgrQbO1LoU+HWrh68RQqVq0LddD28jm7VYO1fcmvBuKKi6XyFZK+Hk8j3lo5KP2MvPlSyicZhEiC5vUM5MtHrl44hg8fElGxuvLRcn8mlPWkbKgsmv8YG48viUn4EBWNL58+QaewfDl1jAogKVx55lid8unpp9Y1+cFBKGOkauRFel0xo0TrKy4vubmPjIzApOneGstO0DkoO4r0p0+pdTTmDQxlzkGaN7e2+6FzkOYVMx3vE95h9qQhoq/ykHEzNTJwnIvbH3KjZ1KzPsn2GSpeZ6y/cZ1RyNLEKrnOZKa0OqqszinfTqqLisuLOm2grI66I+pVODymL8iUDJpeOnVN9TlYQEXdTNkfkvWU1gcr5XVenbTxOpNyDir/W6+4zy1VXGf00j0HU8pJWVK6hr17Gy+XDRXLKPl7+cv6jZvNqsvvG35nEjs7OxGI0kA9GaFYsWL4999/5V6j+eLFVQ8pLlmGBgiigK5MmTJikKTQ0FBkBhqQiIJM2gbFSZKFpX3WqFEj0TSYBjuipsPUv1UZCjj19PTkph9pjkv9pYyMzaRTUTNr6BsWwJ3AK9Jl3ie8xcP7d2DroLxvKjU3pYF47sqsQ0H3ncAAlesQ+pWU+t+pcwRjbS9frty6KGxsLp1oUCF9g4IICrwsX76Q27B2SMvQK5bPwqYY7smsQ+WjeRsl65w7vhdOrtWQT1++KdfPKObiDRSoWUHutYK1KiH6YspgYskfPyL22h0UrJnymAEhSxYUqFERMReva3pzxQ9N1rb2uHXjqtyxuHXjGhwc026wZNEAILduXpN77eb1K+J1xRvDly/C4D5tvrgJ1RQ6B4uYmEknyk6Kc/DmFbnMZej9O7BL5xy0snWUWyflHLwCW8dScp8z02MQsmXPgWET5iBnzv+/a8J/KqO5lQhM7twMkNm2dwi9fxd2KgYUSimjg7iuyJXxZgDsHDJvECKVdfSmQh29eVWuzsmydywpV6dJ4PUA8bpiABr+IgwTNVxHlR2H2zLHjsp3W5RP+XGwcyyB21+VL+0cLGxkIuqD7DJUHx4E31X5meqkvdcZU+lEgwqJff5/nIO3A6+qPAdpIKJs2bPLfS411Y2KjFD5uYwRzoRqGGX2Ro8eLfo70mi21HQ2MjISd+7cSbeJrio0Si314aRAkvpM7t+/H7t27RJZw28Fw+vXr8fhw4dFf1AaUffKlSvi/5pGgyLRYEfU17Nly5Yi8KQmujTQkqenpxikiEbzLV++vBhdd+PGjSIotbCw0Mj2Uea2XqO22LttNYoYm4mBdXZsXi6yhjSSpYTXxP5wrVAddRqk9Kmt36Q9Vi6YDCvbYrC2K4HD+/1Ev8iqtVOyZa/Cn+PiuaMo5VxeBC9vol7hwE56fIgOnFzSnqXG5fvv5avVsD38d6wSQWlBIxPs3bJMZEXLuFWXLjfXow/KlK+Bmn+l9G2u06gDVi/ygKVtcVjZlcCx/ZvxIek9KtdsLPf5r14+Rcjdaxg0fiEyAz2iRdc27VmSeaxMoefkiA9vYsUzQB08hyFXUSPc7DZavP9kpR8s+neAo9dIPFu7EwVrVBCPZLnSuI/0Mx55r4HT6pmIuXobsVcCYTmoC7Lr5sazdSmjPmpao2atsXieF2zsHGBrXwz+e7eLulajzl/i/YVzp6FAgYLo0DWlDH81bgmPMYOwb5cfXMpVxLkzx8WIlH0HjpTeGM6ZPhGPQu9jrMdM8cig6DcpfZfy5tNT2sJC7edg47bYs20NjEzMxA36jk0rvjoHp0/4W5yDfzZsJebrN2mHFd5TxDlIg4vQCLtJiYmoVqthWgDqPggfkpLQb9hkkRGlSZrhyJZNw2Vsg91b14qgtJCRMbZv9BFlpJE6JaaNHwDXitVQN7WMfzVth+Xzp4obXcoeH9zrJ8YTqJZ6nZH0P6Qp4kXKAHnPnoSKrC8NjJI3n2Zu+hs2bYMl86fDxs5Rvo7WTqmji+Z6imdD0nM+SQNRRwdi/y4/8VxJejxI6IMg9BmQVkfneqXU0THuM8WNf3Rq39m8eTVfRxs0bYNl86fBWpSvOP7Zuy2lrtVOGb9iydyponztuvYT8/Ubt8aUMX/jwK4t4tmg9IgXGsCm94DR0vpQv0lr7N66DkWKmoo6T88UpQyda8UqyAy/w3WGjsse2uep15ntG1em7HOZc9Bz/ECUE+dgSzHfoGlbLJvvKc5BOvYH925NPfYp5yC1dKpRpxE2+i4U5aLgd+2KeSIA1aog9Dd+lIq6cBCaCWhUXGoORcEXjTxLfSRplNn/Bz1ChQY6ooGIaHRZCiLpkSnVq6fdXCtDI9pev34dbdq0ERcmGoGXsqIHDx6EptWtWxcHDhwQ/UJnzpwpLsw0CFPPnj3F+/RoGBr8iJrYUjBKfVIp2Ka+qJrSoHlncdFdvXR66oPknTDSY4FcVoGCLhpIQ6JClTqIj4sWD6BPeZC8vVhH0hwpR46cCL57A4f3+eHduzjo6+eHQ4kycJ/h+1VzOi7ff1OvWRcRQG5Y7omEd/GwK+aMwRMXI4dM+SLDw/BWpnzl/qgrykcBa1xq011aR7E5LmVBDQsYobizTOZQg/RdSqLi8bTHMhWfkzJo2LP1uxDYYyx0jAsht1lKP2zy/nGYCDiLzx0Ly4GdkRgWjlt9JiDq6DnpMi+3HxTPBLX3GASdIoUQd/MeLjfsiQ8KgxVpSuWqtRAXGwO/javFABqW1rYYP2WOtDkY/eKeVaaplGPxUhg80h1+G1Zh8zofGBc1xagJ02BumTKw0pvXkQi4lNKCZMTAtJG6ySSvBShZWvOjADds3knc8K5e4pVyDhZ3wqhJ3z4Hab9IzkFq1jpqkrfIqpLHocEim0qG95F/vM58n93iBydNatSioyjjqsUzUstYGmMmz5crY4QoY6x0vmKV2oiLjcaOTatEoGlhbSfWkR0o5djB3di1xVc6P2VMSiDUZ/AEaZCkqTq6daOvyjqaJWtaHXUoRnXUA1s2+GDz+pUwNjHFqPHTFepoyjk5cpD8oIKTpi9ECQ3X0UpV6TjEYPtGOg7UhNoOY6bMTbd8A0dOwtYNK+G3foXIxI0Y7wWz1PKRxi06iPrgs2iWqA8OVB+mzNVYtv53vM6knIOJWLV4Zto+nzxPyTkYo3AOxmDHJp+0Yz95nlyz4049B4l7yfle40TT+9Jly6N7vxEaLx/7tWRJpgcHMfYbuByUdmOjbdwc9bW+fGfupGRwtFXVErrwz6G8j6o2aPAxGLceaP7ZeJpSytYIV4LTbty0UTkHA1y9r3wUTW3gYp8fgSHpD7L3qyttVxjXQzTft1tTytgV1PrrzLX72j3ibFn7n7MfaeKhVWr77Fz1UpIuvxvOLTPGGGOMMcYY0xhujssYY4wxxhhjqvDouBmOM6GMMcYYY4wxxjSGM6GMMcYYY4wxpgqPjpvhOAhljDHGGGOMMVW4OW6G47CeMcYYY4wxxpjGcCaUMcYYY4wxxlTJynm7jMZ7lDHGGGOMMcaYxnAmlDHGGGOMMcZUSOY+oRmOM6GMMcYYY4wxxjSGM6GMMcYYY4wxpgo/oiXD8R5ljDHGGGOMMaYxnAlljDHGGGOMMVU4E5rhOAhljDHGGGOMMRV4YKKMx2E9Y4wxxhhjjDGNyZKcnJysua9jjDHGGGOMsV9HwpltavvsPFVb43fEzXHZb+NGSCS0lbNdIZy89R7aqkap3Dhw7RO0WcOy2XHrQQS0VSlbI/jncIC2avAxGAHB0dBmrg6GWl9HrwTHQJuVczDA1ftvoK1c7PNr9TGk4xcY8grarLRd4czeBKYhHIQyxhhjjDHGmCrcJzTDcZ9QxhhjjDHGGGMaw5lQxhhjjDHGGFMlK+ftMhrvUcYYY4wxxhhjGsOZUMYYY4wxxhhTgZ8TmvE4CGWMMcYYY4wxVbJw49GMxnuUMcYYY4wxxpjGcCaUMcYYY4wxxlRI5kxohuM9yhhjjDHGGGNMYzgTyhhjjDHGGGOq8MBEGY4zoYwxxhhjjDHGNIYzoYwxxhhjjDGmAvcJzXi8RxljjDHGGGOMaQwHoew/s7S0hLe3t3Q+PDwcderUga6uLgwMDDJ12xhjjDHGGPvPfULVNf2muDkuy3Dz58/Hy5cvcePGDejr63/XOmvXrsWQIUMQExODn83hAzuxf9cWxES/gYWVDbr1GQpbh+Iql79w7gS2bVyFyIhwFDExRYeu/VCmXEXp+5fOn8axg3vw8EEw3sbHYebCNbC0tkNmSk5Oxv6ty3Du2C68T4iHjYMz2vUeByNji3TXO3XQD0f2rUNczGuYWtijTY/RsLIrJX0/MvwZdqyfh9CgG/j08QOKO1dC2x5joGdQAJou3+Edi3HxxA68fxcPK4cyaNHdHYXSKV/ovQCcOrAaYQ/vIi4mEl2HLUSpcrXkltmybBwCzuyVe82hdGX0HrsSmnTwwC7s2+knraM9+g6GXTp19PzZk/Db6CvqqLFJUXTs1hdlU+vop0+fsGW9D64HXERE+Evk0dVFKWdXdOzaB/kLFISm5f/DFdbDe0C/bEnkMimMgBb9EbHvePrrVHVD8TljkLe4HRKfvcQDr2UIW79bbhmLfu1hPawHdIoUQlxgEO4MmYrYK7eQWaiO7tzsg5NH9uLdu7ewL1YK3fuNQhET83TXO+K/A/67NyI2+g3MrWzRpfdw2NiXkL5/4tAenD9zGI9Cg5H4PgErNx+Fbt58yAwZWU/J1k2r8e+ZE3gd+QrZs2eHta0D2nXuBXtH1Z+p/mO4UhzDBHEMS6PbdxzDo/7b4b97E2KjX8Pcyg6dFY6h7xIv3Ll5BdFvopArV27YOZZC264DYGJqicwo445NVE/34d27eFHG7v1HwdjE7Jv19MCuTWn1tM8w2MqU8TjV09NH8Dg0GO/fJ8Bny5FMqafqOIZv42PFuX3rxiW8joyAnp4BXCpUQ8sOfZBHNy806RCdgzL3M937DEn3HLxwjs7BtPuZjl3l/1b4bfDBtYCLeBX+IuVvhZMrOnTtmyl/K9SOm+NmON6jLMOFhobCxcUFdnZ2KFy4MH5l588cx/pVi9GiXTfMWOALCytbTHcfhtiYaKXLB9+7hYWzJqNGnYaYsXA1ylWogtnTxuLp44fSZZIS38OheGm079oPP4sje9bi5D+b0b73eIyevgE5dXJj0dT++PghSeU6Af8exo51c9GwVR+Mm7UFppb2WOTZH3Gxb6TlXDC1H7IgC4Z6rMRIz7X4/OkjlswYhC9fvmiwdMDJ/b44e2gTWvbwwOCpW0T5Vs7onW75PiS9h4m5A5p3n5DuZzs6/QGPZaekU8eBs6FJ/545jnU+S9CqfVfMWrgKlla28Jw4QmUdDbp7C96zpqDWnw0we+EqlKtYBbM8x0vraFJSIh6FhqBluy7i80aO98SLsKeYMWUsMkM23TyICwzG7UGTv2v53JamKLdvBV6fuoRzrk3waNE6lFrhiYJ1/pAuY9yqPorNHosQzyU459YM8YFBKO/vi5yF8iOzHNi1AYcPbEO3fqMxZfYq6OjkxgyPIfiQTh29cPYoNvkuQPO2PeE5fx3MLe3EOrExKeeg5HiWLlsRTVp1RWbK6HpKTIqaoWffIZi3ZC08Zy9BYaMi8Jw4HLGxMZl2DI8c2Ibu/UZj8mxf6OjkwkyPwekew4upx7BZ2x6px9BWrCN7DK1sHNF70ETMWuKHUZMXIBnATPdB+PL5MzRt/86NOHxguwg8p87xFUHxDPdv1dNj2LhqIZq364Fp3mtFkDbDfahcGT8kJcKpbAU0adUFmUkdx5B+PIh5E4n23QZhxqLN6D3YHYHXLsBnkafmz8FVi9GqXVfMXLBK3M9Mcx+e7v2M96zJqFmnAWYt9IVbhSqYNW2c3N+Kh6H30bJtF8xc4IsR46bhxfOnmDl1jEbLxX5dHIQyYceOHShVqhRy586NAgUKoHbt2nj37h2qV68uMpSymjZtiq5du6psmrtz506sX78eWbJkkS43b9488fnURNfMzAz9+/fH27dvxXunTp1Ct27dEBsbK9ahadKkSeK9pKQkjBgxAkWLFhXrli9fXiyvKf57/FCrbiPUqNMApuZW6Pn3SOTUyYWTRw8oXf7gvu1wdimPxi3aw9TMEm069YKVjb3IpkpUrVkPLdt1E9mlnwH98nvcfxPqt+gFZ7caIpjsNnAqYqIjcePySZXrHdu/AZVrN0elmk1hYmaD9r0nIIdOLpw/sUe8Hxp0Ha8jX6DLgCkoamEnpq4DpuJp6F0E376s0fKdObgBtZv1QUnXmjCxcEC7/l6Ii36F2wGqM2rFnKugfpvBKFWudrqfny1HTugZFJJOefJ+X/Y/o+zfvQ216zVEzTp/wczcEr0HDIdOrlw4ccRf6fL/7NsBZxc3NGnRDqbmlmjXqaeoo5SlIrq6eeE+bR4qVamJoqbmsHcsgZ79hojMfeSrCGha5OEzuO/hjYi9x75reYvebfH+URjujZqJt0EP8WTpJoTvPAyrwWnXLKsh3fDMdxvC1u3C23uhuNXfA58TEmHWtQUyA9XRQ/u2omnrbnCtUFXcpPcb6oGYN1G4evGMyvUO7t2CGn82QbXaDcX1qXv/0eKm+fSxtOtT/SZt0bhlZ9g6pGWdMkNG11NSpXodlC7jCiNjE5hZWKFLrwFISHiHJ49CkTnH0A9NWncTWS46hn2HTko9hqe/4xg2QlFza3TrPyb1GO6XLlOzXjM4liyDQkYmIiBt1aEPXkdFIPLVS2ROPe2aWk9t0W+ouyhjQDr19J89W1CjbmNUT62nPfqPgo6ODk4fVainrTrD1rEkMou6jqGZhQ0Gj52Jsm5VYGRsihJOrmjVsR+uXz6Hz58/aax8B/Zsld7PmJlbofffI8T9zImjys9Bf+k5mHI/07ZTT1jb2ItsqvRvhed8ub8VPfoOzbS/FeqWnCWL2qbfFQehTDSdbdeuHbp374579+6JIK958+bigvyjrly5gnr16qF169bicxcsWCBez5o1KxYuXIg7d+5g3bp1OHHiBEaNGiXeq1SpkuhTqqenJ9ahiQJPMmDAAFy4cAF+fn4IDAxEq1atxOeHhIRA3T59/IiHD+7LBYtUDpoPCbqjdJ37QbdRUiG4dCpbXrz+s4p69RxxMVEoVrq89LXcuvlEs9qH92+q3DdPH96TW4f2TbFS5fEwODBlmU8fRRY0e46c0mWy59RBlixZ8eDedWjKm1dhiI+Jgn3JCtLXcufJB3Ob0ngSorx8PyL07hV49KmCGcMaYIfvFLyL11wW5mNqHS39VR11QbDKOnoHpZ1d5F5zLusmXlcl4d078eOQbl7NNh37fxhUcEbUiQtyr0UePQfDCs7i/1ly5IB+2RKIOn4+bYHkZESdOA+DCmU0vbkp2xfxAjHRr1HCqZz0NWqmR835QoJvqTwHHz0IRknncnLHvqRTOYQEZV6z4syqp/QdRw/uE/vN0soGmXEMqSlmSSe3HzyGQSjh7Ca3X6gePFBxDBMT3+PM8QMiIC1Q0Aia9Cq1nsrWuZQyFkeIir9x0nrqpFBPncshJPjn+ruoqWNIEhLeInceXWTLll3D56CL3HbSOanqnKL7FtlzljiJc1D1caMfgX6VvxUs83GfUCaCPmrbT4GnhUVKHznKWv4/ChUqJH7hpIxqkSJFpK/LZlMpW+rp6Ym+ffti6dKlyJkzp+g7Shcu2XWePn2KNWvWiH9NTEzEaxScHjp0SLw+ffp0pdtA2VOaZNE2/ai4uFh8+fIZ+gbyTfRo/kXYE6XrUD8LAwNDheUN5Zod/WzioqPEv4r9NPPp5xd9PZV5Gx8t9o2evsI6BgUQ/vyx+D8FsTlz5cbujd5o2n4g3edj96YFYj0KejUlLjblu/Lpy/dRyadf4D9vBzXFpUxpgcKmiIp4hoNbveEzsw8GTdmMrFmzQd3ipXVUvs4ZGOTH82dP06mjinXaULyuDDVD27hmOSpXq4U8eXTxs9MxKoikCPnjSvM59PMhay4d5DDUR9bs2ZH0Sr5uJ0W8hq6DNTID3dgTZdcayXuK4uNilF6f9AwM8SL1HPxZqLOeBlw+D++Zk0XTQMP8BeDuORd6+pofEE9ynPS+Oh75RT/IHzmGNP/yufzfmKP/7IDf2sWim4NxUQuMmbII2XPkgCZRgCbZPsXtlbynsoyG3/93NLOo+xjKrrNn62rUqNsUmj8Hvz6nnqdzP6O4PJ2TMTHp/a1YhspVa/8Sfyt+GPcJzXC8RxmcnJxQq1YtEXhSptHHxwfR0cr7CPy/jh07Jr6DmtXmy5cPnTp1wuvXr5GQkKBynVu3buHz58+wt7dH3rx5pdPp06dFv1NVvLy8RFArO9FrLMWlM/4Y3LGidFJXcyAKYnsPm4XAgDMY3LEShnb+QwwKZG5dTGRD1eXquQMY29VVOn35pL7mTmUq/SWa+Bqb24tBi3qMXIpnobfx4O4VaAP6cWqelweSkYzefw/P7M3RGv+eOoTurWtIJ002ydM2JUuXwexFvpg2Z6nIlM6b4aGyj1tGH8MeratLJ3Ufw8rV6mGa93pMmL4cRYqaY9Gscen2U8wI504dRrdWNaXTZzVeSzODpo+hJAM6Z8owFDWzQvN2vaAtxN+KGR7UrAS9+G+FRixZskQkdXLlyiW6ql2+rLqbE93XV6lSBYaGhmKiLneKy1P3OUmXOMlELQ/ViTOhDNmyZcPRo0dx/vx5HDlyBIsWLcL48eNx6dIl0VxDsVkuNev4EY8fP0bDhg3Rr18/TJs2Dfnz58e5c+fQo0cPfPjwAXny5FG6HvUZpW27evWq+FcWBaOqjB07FsOGDfsqE3rvadwPbbeenr7IZilmMWnewFD56K4GhvQrofwNEN0QKf6amJmcylWXG8H206cP4l/KeuobFpK+Hh/7RvQPVSZvPkOxb+Ji5X/9jo95DT2DtIwjjYbrueQA3sZFI2u2bMijq4dRPWuhoFFRqEsJlxqwsJUpX2p9jY+Ngp5c+V6jqKVjhn53ASMz6OYzxOvwp4BM8191ySeto/J1jn6pprqouo4q1unor5aX3FRERkZg0nTvX+aXbcp6UjZUFs1/jI3Hl8QkfIiKFj9M6BSWP4d1jAogKVwzGXrqGyY7+ik1XZdcWwzzp207zVuoGDk7n56B0utTnLjeaHb06cyspzQwjrGJqZioT9qAXu1w/Ig/mrfuiMw4hnEKx5DmzX/wGNK84t8MahZKE43SautQEn3a10bAhVOoVK0u1MXF7Q/Y2hf/6lqqvJ7ap1/G6O//O6opmj6G7xPeYfakIciVOw+GjJspRnTW/Dmo7JxSfT+juLw4Zw2U/a1wR9SrcHhMX/DL/K34Ucn4efpubt26VdznLl++XASg1KWtbt26CA4OVjogKHWzo2531P2NgtaZM2fizz//FF3kKDkkQUEntTT8L60IfwRnQplAv3hUrlwZkydPxvXr10UT2d27d4vmtdRcV4Iyk7dv/1g/DgoiaTTUuXPnokKFCiKz+eLFC7ll6Pvos2WVKVNGvPbq1SvY2trKTbLNdhXRSUP9S2Wn/+dEoqZO1rb2uHXzqvQ1Ksftm1dh56h8kA97x5K4fSNA7rVb16+I138WuXLrorCxuXQyNrURgWPQrbRfxd4nvMWjkFuwtndSuW8ooym7Du0bmrd2KP3V8nn1DEUASu9TcFvatbpay1ewiIV0MjK1QT6Dggi5fUm6TGLCWzwNDYSFnfLy/b9iXocj4W2M+D5NyCGpozfk6+itG9fgoLKOlsCtm9fkXrsp6miJrwLQly/C4D5tvriB+VXEXLyBAjXlfwAoWKsSoi/eEP9P/vgRsdfuoGDNtEd90HPaCtSoiJiLmumrTH3BipiYSSfKitCNID2GQ7ZvVej9O7BzKKXyHLSydZBbR1yfAq+IR3j8TNRVT5VJ/pKMjx9TfljT9DHU/+oYvv2OY+j41TG8E3gFtukcQ2qZQD8OS4ImjZXRXFJPAxTq6V3YqfgbJ62ngQHyZbwZADuHzP27qMljSJ8z02MQsmXPgWET5iBnTvXe3Ks8BxXuZ2he1TlF9y2y5ywJvB4gdz8jCUDDX4Rh4i/2t+JXNm/ePPTq1UsM6lm8eHERjFJCZ/Xq1UqX37RpkxgQ1NnZGY6Ojli1apU4/sePyw/OSPfKdH8tmShrqk4chDKR8aT+lQEBAaL/5a5duxAZGYlixYqhZs2a8Pf3F1NQUJDIZv7oszwpaKTsKWVYHz58iA0bNogTRhY1KaDMJ50QUVFRopkuBasdOnRA586dxTY9evRINB+gprW0PZrQoGlbnDi8H6ePH0TYs8dYtXSO6JNTvXYD8f7iuVOxeW1aWeo3boWb1y6J54o+f/YE2zf5IvRBEOo2TBt1k54N+vhhCJ4/Tem3RY+/oHlVfb808QNErQYdcHCnD25eOYXnT0KwdtEEGBgWEqPlSsyf1BsnD/pJ52s36iSeK3rh1D68DHuILT7TxGNNKtVoIl2GRsp9eD9QPC+UmgH7zB2JWg07okhRS42Wr2r9Tji2ZwVuB5zAy6f3sXnZWOgZFkZJ17Tnfi7z7I5zhzdJ55MS3+H543tiIm8iw8T/o6NeSN/fv2mOGNzoTeRz3L99EWvmDkQBI3PRV1RTGjVrjWOHD+DUsYMIe/oYPkvmijpao85f4v2Fc6dh09oV0uX/atwSN65ewr5dfqKO0rMWaTTD+g2bS28q5kyfiNCQIAweMVE8BiL6zWsx/WgriIx6RIuek6OYSB4rU/H/XGbGYt7Bcxic1syULv9kpR/yWJnB0Wuk6ONp0be9eCTLowVrpcs88l4Dsx6tUbRTU+R1tEbJJZOQXTc3nq1LG3lVk0Szp8ZtsGfbWly9dAZPHz/A8vmTYZC/IFwqVJUuN33CABw5sF06X79JO/G8xjPH/fH82SOsWTYLSYmJqFYr5fpE6Lry+OF9RLwME/PPnoSKeXp2oSZldD2lAXo2rVspBlWJfBWO0JBgLPGegTevo1Dpj7TrlmaPYVvs2bZGHMNnjx9ghfQYVpMuN33C318dw1NH9socw5mpx7CheP9V+HPs274Wjx7cQ1RkOO7fC8TCmeOQU0cHTi6VMqGMbbB7K9XTs6KeLps3RZSRRsuVmDZ+gHiMi8RfTdvh5GFJPX2M1UtnIZHKWDuljHL19EXm1VN1HUMRgLoPEq/1GjheZESpvDRp8jE7DZu2wXE6B1PvZ3yWpp6DtVPOwUVzPbFJ5n6mAZ2D4n4m5Rzctmm1uJ+pJ/O3Yq7XRHFeDhrhLoKa6OjXYsqMvxXqlpwlq9qmpKQkxMXFyU2KY5tIUAtCSu5Qk1oJarVI8zSQ5/ege2w6RtQyUTFjSplUBwcHcb9P3ebUiZvjMpEpPHPmjEjnU8WnwYkoa1m/fn1RSW/evCkCQWo6MnToUNSoUeOH+5zSrzaU/qemslWrVhWBJH2mBDURoIGK2rRpIyq9h4eHeEwLNQugQYyGDx+O58+fo2DBgiKbSs17NaFS1VqIi43Bto2rRCd9S2tbjJ0yV9okjB48TSe/hEOxUhg40gNbN/jAb/1K8XDnkeO9YG6ZNuBJwKVzWOadNqjSglnUjwLisS2tOvRAZvizaVckJb3HphVTkfAuHraOZTBwwlLkkPm1NjLimWhWK+FauS7i46Kx32+ZGODH1NIBA8cvlRvgKOLFE+zZvAjv3saiQCET1G/RUwShmlajUQ8RIO9YNQnvE+Jh5VAWvceskCvf64hnciPbPnt4B8umdpPO79swS/zrWrUJ2vWbLpo2vXgajIAze/H+XZwIah1KV0K9VgPlRgRWt8qpddRv42ppHR0/ZY60jkZRHZUZAt6xeCkMHukOvw2rsHmdD4yLmmLUhGnSOvrmdSQCLv0r/j9iYHe575rktUD0wdMkfZeSqHh8g3S++Jxx4t9n63chsMdY6BgXQu7UgJS8fxyGK437oPjcsbAc2BmJYeG41WcCoo6eky7zcvtB8UxQe49B0ClSCHE37+Fyw574oDBYkSY1bN5J3KT6LpmBhHdvYV+8NEZP8pbLmESEh4lBTSQqVqmD+NgY7NjsIwaGoaa7oyfNF9kcieMHd2GXn690furYvuLf3oMnSG+Sf8V6StddujE+ffwQ4mJjkU9PDzZ2jpg6a5F4XEvmHcP3WL3EK/UYOmHUpAVyx5CCStljWKFKHbFfdm5emXoM7TFqkrf0GObIkRPBd2+IR4e8excvmng6ligD95mrMqWbR6MWHUUZVy1Oq6djJs9XqKdUxrTgsWKV2oiLjcaOTfR3NKWe0jqygxUdO7gbu7ak1dMpY1Keo92H6mnqj76/6jF8HBossqlkeB/5x0DN99ktRjrW5Dm4daOvynMwS9Yscvczg0d6YMsGH2xev1I0eR81frrC34qU6+rIQWl/K8mk6QtRQsN/K35lXl5eoiWiLMl9sCJK1FArQSMj+dGxaZ6SRd9j9OjRYsBP2UCWmuLSAKVWVlZi3JVx48aJOIACW8UucRklS/L/8xwOxn5BN0Iioa2c7Qrh5K330FY1SuXGgWvaNSiGooZls+PWA+17tppEKVsj+OdwgLZq8DEYAcHqHxAnM7k6GGp9Hb0SrLlHLGWGcg4GuHr/5x2t/b9ysc+v1ceQjl9gyCtos9J2X/dp/BnE3FDfM+pzF6uo9KkOyrqSUXc26sdJ47hUrJjWrYQee0gDd1LrxvTMmDEDs2bNElnP0qW/7j4lQS0XbWxspAOLqgNnQhljjDHGGGNMhWSZlhoZTUdFwKkMtQikzGREhPwPgjSf3ngpZM6cOSIIpcAyvQCUWFtbi+968OCB2oJQ7hPKGGOMMcYYYz+5nDlzwsXFRW5QIckgQ7KZUUWU/Zw6dSoOHToEV1fXb35PWFiY6B5nbJzW3SWjcSaUMcYYY4wxxlSgAYR+FsOGDUOXLl1EMOnm5ibGdHn37p0YLZfQmCvUZJf6mhIak8Xd3R2bN28WA4GGh4dLH3dIEw0MSn1SW7RoIbKp1CeUmvfSwKL06Bd14SCUMcYYY4wxxn4Bbdq0EU+xoMCSAkp69AplOCWDFdGTLmQHzVy2bJkYVbdly5ZKBz+i5r2BgYFYt26deAIGDVpEzxGlzKk6nxXKQShjjDHGGGOMqaLGPqH/jwEDBohJGRp0SNbjxymPBFQld+7cOHz4MDTt58ktM8YYY4wxxhjTepwJZYwxxhhjjLFfoE+otuA9yhhjjDHGGGNMYzgTyhhjjDHGGGMqJOPn6hOqDTgIZYwxxhhjjDEVuDluxuM9yhhjjDHGGGNMYzgTyhhjjDHGGGO/yCNatAFnQhljjDHGGGOMaQxnQhljjDHGGGNMhWTO22U43qOMMcYYY4wxxjQmS3JycrLmvo4xxhhjjDHGfh0R966q7bONirngd8TNcdlvIzDkFbRVabvCuBIcA21VzsEAN0Iioc2c7Qpp/TEMCI6GtnJ1MIR/DgdoswYfg7X+Ono9JArarIxdQa0uI5Xv6v030FYu9vm1unySMrLfAwehjDHGGGOMMaYCPyc043EQyhhjjDHGGGMqJIMf0ZLROKxnjDHGGGOMMaYxnAlljDHGGGOMMRW4OW7G4z3KGGOMMcYYY0xjOBPKGGOMMcYYYyokZ+E+oRmNM6GMMcYYY4wxxjSGM6GMMcYYY4wxpgKPjpvxOBPKGGOMMcYYY0xjOBPKGGOMMcYYYyrw6LgZj4PQ/7F3F2BRZW0cwP8GgqICdoGAlImKge7auuraXWti69odWBjYrZ+AjZ0Ia7vWmlhgUCoKBoISFhjwPe+BGWaGGQSFAYb3t89duTP3Xu65597DvHOKMcYYY4wxxlTg5rhpj8N6xhhjjDHGGGNqwzWhjDHGGGOMMaYCN8dNe3xFswFjY2OsXLkyXX9HYGAgcuTIgbt376Z4H9r+yJEj6XpejDHGGGOMscyFa0JZqvXr1w8RERFyAaShoSFevXqFIkWKpPg4tL2BgYE0iDUxMcGdO3dQtWpVZCYn3A/B7dBuRIS/Q1mTchgwZAzMLSuo3P7q5X+xZ6czQkNeo0SpMvir31BUr1lHvPft2zfs2eGE257X8Ob1S+TT1UVl6xro1W8oChVO+bVLa3FxcTi4axP+PXUUnz5+gEX5Kug/bBJKlDJKdr/THvvhcdgVkeFvYWRijj6Dx6OcRUXx3of3kTi4ywned6/jbWgIChbUh41tA3TuNQT5dPNDnU66H8QxmTzsP2QszJLNw3PYJ5OHvfoNQ7WEPCTXr1zAmeNH8CTAFx/eR8Fx9RYYm5ojI2l6Hsanz0mk76NIX2UMSEH6TnkcgMfhnYgMfwcjEzP0lUkfOXfiCK5cPImnj30R/fkTNu06Dd38BaBOhX6vAdPxdtCrXgk6pYrBs9NwhLidTX6f+rVQYekU5K9gjuigVwhYuAHB2w/LbVN2WE+YjrODdomiiPLywYMx8xB50xsZRdPL0vhyZpf0XvtROXNNlDNO0vT1FOVMXbl7fr+rM86dPIaPH9/DsnwV2A2fgJKlDaEJ6btx5TxOHz+Cpwnl6CJRjlogI9E1P+BK5YybuOZUjg4YPgklSxn+sJxxP+SaWM4MGQczmXLmLJUzF04h8LEvPn/+BKfdp9RezmSH9KUn7hOa9rgmlKWJXLlyoUSJEsidO+Xfa9D22trayMz+u3gW25zXokuPfnBc5YyyJmaYbz8ekRHhSrf3feSNlYvnoHGzVli82gW1bOth8fxpeB74RLwfExONJ4/90Ll7XziucsGEafPx8sVzOM6bgozkfmgHTrnvw4BhkzFniQu0tXXgOGs0vnyJUbnPtUun4eqyCh2628FhxTYYGZuJfSIj3on3w9+FIeJdKHr2H4VFa3Zh8Gh7eN2+Cqc1DmpMGXDl4llsd16LTj36Y9EqF5GHC+zHJZuHqxfPQaNmrbFo9WbUtK2HJfOnSvOQxER/hmWFKuJDVWahyXkoSd9J933oP2wy5i5xhrZ2XiyaNSbZ9F1NSF/H7gMT0mcu9pGkT/JMVqleB+269ENGyaWbD1Fevrg/ak6Kts9rXAY13f6Ht+ev43KNdni6Zhsq/88BRZr9Lt2mZJeWKL9kKvwd1uFyrQ547+WD2h4uyFO0EDKCppelVy6ewQ7nNejcYwAWrtos0rfwh+XM7IRyZgtq2NbD0vlTESRTzrgddMWJYwcwcMREOCxzgraOjjhmcvd8VkpfdHQ0rDJZOXrs4E6cdN8vArN5S12go5MXi+x/VM6cwU7n1ejYww7zV24VX+Ytsh8rV858iYmGdXVbtOvSFxlJ09PHshYOQtUsNjYWixcvhpmZmQjAjIyMMH/+fPGet7c3GjdujLx586Jw4cIYPHgwPnz4IFcD2b59eyxduhQlS5YU24wYMQJfv36VbvPmzRu0adNGHINqFl1dXX/YbJZqNem18+fPS1978OABWrdujYIFC6JAgQKoV68eHj9+jNmzZ2Pbtm04evSo2Eeyn+xxKY1lypTBhg0b5H431XLmzJkTz549S9Icl86VVKtWTbzesGFDXLx4EVpaWnj9+rXcccaMGSPORx3cj+xFk+Zt0KhZKxgamWDwiAnIo62Dc6c9lG7v4XYAVW1qoV2nnihjaIzuvQfCtJyFqAEgurr5Ye+wAnXrNUbpMkawsKoIu6FjRY1a6JsQZAT6ZvSE2x6069pf1HLRH5ihY2cj4l0Ybl27oHK/40d3o9Ef7dCgaRuUNjJF/+FTROBz4cwx8b5h2XIYPdUR1WvVQ/GSZVDRuga6/DUMd25cxvfv39SWPo8je6R5WMbIRHygozz897S78nS57UdVm9pom5CH3XoPgkk5C1ELIFG/cQt07tEflavWQGag6XkYn769aN+1P2rY1hfpGzZ2VkL6LqYgfa1F3g8YPjkhfYl537Jdd7Tt3Admlonf6qtb6MmL8Ju1EiFHz6Ro+7KDu+Pz02A8muSIDz5P8Gy9K14fPAmT0YmBtMmY/ghy2YfgbYfw4dFjeA+fhe+fomHYrxMygqaXpR5H9qJx8zZoKFfOaOO8ynJmH6xtaqNNp14oLcqZwQnlzAHpPX/86D506NZXBHAU9I0YN1N8MeR59VKWT5+kHO3UYwAqVa2JzCCxnOmXUM6YYdhYe1HOeCZTzvxzZDcaNW+LhgnljN3wSeLz3YXTCuVMlz4ws6qEjKLp6VNHn9D0WrKr7JvyDDJ16lQsWrQIM2fOxMOHD7Fr1y4UL14cHz9+RPPmzUXz1Js3b2L//v04c+YMRo4cKbf/v//+K4JB+peCwa1bt4pFNlANCgoS7x84cADr168XgWlqvHjxAvXr1xeFzLlz53Dr1i0MGDBANH+aMGECunbtihYtWojmtLTUrZvYvIZQoNmjRw+RNlkUEP/2228oW7Zskt9548YN8S+lmY556NAhcQ6mpqbYsWOHdDsKuOk4dD7pjX7XkwA/VKlqI5e2KlVrwM/ngdJ9/Hzui/dlWVevJV5X5dOnjyLw1s2v3uaNEqEhL0VTzErWtaSvUVNLarLo76u86d63r1/xNMAHFavWkrs2Fa1rIsBHdXO/T58+IG8+XeTKpZ6eAN8S8lA2WKTzpHX/ZPKwUpI8rJ1sHmY0Tc5DSfoiwt+Kc0td+nzlPuBS+ipZ14R/MunLCvRtqyLs3FW510JPX4aBbXxXhhxaWtCrXhFhZ68kbhAXh7BzV6BvW03dp6vxZankXquscK9ROaPqfKn8qay0nIm/Hm8S7nnZbeiep+av6i6L0iN9mZHkmsuWGfHlTAX4q0intJyxVihnqtaEv2/m+puh6eljWQ/3CVWj9+/fY9WqVVi7di369o1vslCuXDn8/vvvcHJyEk1Ttm/fDl1dXfEebUe1mo6OjiJQJRSk0uvU/NXKygqtWrXC2bNnMWjQIPj5+eH48eMioKtZM77AcHFxQfny5VN1nuvWrYOenh727NkjaiKJhUViPw2qZY2JiRHNaVXp1asXli1bhufPn4vaXqodpePNmDFD6fZFixYV/1Ltruxx7ezssGXLFkycOFGsHzt2TFwnCoRVoXOjRdbPNPt9HxWJ2Njv0NOXb76mp2+AF8HxtbmKqK+T4vb6+oUQIdNsRRY1gdm5ZQN+q98U+fLF57u60R8lUlDhvGmd+n8o8z4qQsW1KYRXL56p3OfI3s1o1Lw91CVKZR4Wwstk8lBf30BhewO5pkeZjSbnoWz6lJ2r5L2Upq+gvgFevghEVqZdvAhiQsLkXqN1Lb0CyKmjDS0DPeTMnRsxb+SvTUzIW+hamqr5bDW/LI1K5ll6Efxc6T503yrbPjLirTT9ktcUt4lI2CYrpy8zoi/yiNLz/lE5Y5DyvzEZRdPTl964T2ja45pQNXr06JEIjpo0aaL0PWtra2kASqjWkII3X19f6WsVK1YUAagENcuV1HTSMahPpo1N4rfNFKjq6+un6jypSS01d5UEoD+DBhei4FdSG3rhwgVxnl26dEnVcahmNyAgANeuXRPrVOtLAajsdVK0cOFCEUTLLvRaZkM1y8sXzRJF26AR49X2e/87fwJ2XRtKF3U0q6Tas6Vzx6G0oQk69hiU7r9P02l6HlL6BnRtJF3U2fSXZT0ZVZayrO3y+ZPo36WxdPn+TbPKGU1Pn7rF5ciRbkt2xTWhakQ1iL9KMTCkpkcUqKYUNaOQ9A2QkO1TmlbnKakNpSB0ypQp4l9qwks1nalRrFgxURtMtaHUb5RqemX7rqpq8jxu3LgkNaG+zyNT9bsLFNRDzpy5ktSA0UAM+gbK06FvUCjJ9vTNPX2Dn/RDkz3C3rzGrAWr1PrNPfXvkx0d9Nu3+PyPingHg0KJo0rSupGKEV8LFNRXcW2S1l58/vQRS2aPgU7efBgzzTFVg1f9qoIq8/BdsnkYoTDYBuW5Yroykqbnoar0RSqkj9bLpjJ9USIvU1cOZTZU60m1obJo/Wvke8RGx+BLWDhiv32DdjH5dGoXL4yY1/I1qOqgqWWpBI0arbqcUV5uULqVP3vx10Oyn9J73sQ8y6cvM7Cp9TvMLCrINT1VXc5YJF/OhKf8b4y6aHr6WNbHNaFqZG5uLgI8aj6riGoN7927J/qGSvz3338iaLS0tEzR8anWk/4gUx9OCapFpYGHFJu9Ur9LCcW5PatUqYJLly4lCU4l8uTJg+/fv//wfHr27In79++L86H+qRSUqkLHJMqOO3DgQOzduxebNm0SzZephjg5FHDSgEqyy880x6WA39TMAt73Eq8nBfy0ToNgKGNhVQnedxO3J153PMXrih+aXr8Mxsz5K8QHNHWi/nwlShlKF6rZ0jMojAf3bsrVej32ewBzy8pKj5FbSwsmZlZy+9C1eeB1E2ZWleWO4zhrFHLl1sK4GUuRJ496R0POrSIP79+7BfNk8vD+XU+517zv3JTLw4ym6XmoLH36SdL3MQXps0ySvvteN2Euk76sKOLaXRRubCv3WpEmdRF+Lb4sj/v6FZG3H6BI48RphZAjBwo3qoOIa3fUfboaW5Yq3mv373kmKWdUlRtU/txPkr6b0utRrHgpcc/LbkP3fIDvQ7WXRemRvswgSTljJClnPBXKmYcwV5FOaTnjJX9t6Bjmlhn7N0PT06ducXE50m3JrjgIVSMdHR1MnjwZkyZNEn0/aYAhamZK/TYpQKP3qa8oBW40sNDff/+N3r17S/uD/ggFq1TbOGTIEFy/fl0EfxTAydZs0s+2trZicCRqvkvNZBX7adJgSFFRUejevTs8PT3h7+8vBgeSNAs2NjaGl5eXWA8LC1MZrNJ2NGgR9euk4LJt27bJ1njSuZ04cQIhISGIjEystaQBmyiQdHBwQP/+/aFOrdt3w9mT7jh/9jiCgwLhtH6ZmJ6jUdM/xftrljnAdetG6fat2nbG3dvXcezQHrwIeoZ9rpvxOMAHLVp3lH5oWrZwphjBcdQEe1GYh4e/FYuq65jeqDa9RdvuOLJvC25dv4igwAD8b8Uc6BcqIkZalVgwYwROue+Xrrds1wPnTx3FxbMeeBH0FFs2OCImOhoNmrRODF7sR4nXBv09XdSmUT8hWmJT8CVGWmnVvruYZ+9CQh46r18q8rBh01bi/bXL5mGXTB62bNsF90Qe7hZ5uN/VReRh89aJo4rSnHaBT/zx4nl838KXwc/Fuqr+ielN0/MwPn3dcGTfVpG+54EB2ChNX32Z9I1Mkj6aDy8xfYsT0hef94TSEvjEDyGvgsV60LPHYp3mSFXnFC0Fra3EQvKZlBE/6xiWFOuWDuNgvcVRuv2zTXuQz8QQVgsnij6eZYf2FFOyPF2VOEjd05VbYGjXFaV7t0d+K1NUWjcbuXXzImhb/Oiy6qbpZWmr9t0Sypl/8CIoEC6inIlGg4RyZt2yedi9NXHE+JZtu+Le7WtwlylnnohyprP0nm/ZrisO790Gz+uX8DzwMdYvnydqsGrUqZfl05dYjvrhxfOnMuWoXwaXo91weC+VM3TNA7Bh+VxRztBoshLzp48U05xI/Nm+B/49KSlnArF5/WIxdgWNyp2knHmZceWMpqePZT3cHFfNaFRcaspmb2+Ply9fij6dQ4cORb58+XDy5EmMHj1aDCpE6506dcLy5ctTdXxqtkqBZ4MGDUTwSoEb/U5ZmzdvFoEh9R2lwJWmjPnjjz+k71OTWRoVlwYDouNQH1Tq4ympgaRBkKhJbI0aNcQUMhQwU8CpDAXXw4cPR58+fZJt5kvXZPXq1Zg7d664NtQnVdLslmqDqW/oggULxHHU6bf6TRAVGYG9O13EQBHGpmaYPneptAlSWGgIcuRM/BbLsnxljJ44C7t3OGHX9k0oWaoMJk1fACPj+MFA3r0Nhef1y+LniaPkA+rZC1ajYhX1j1xJWnfsLT4Qbl63EJ8+foBFBWtMmr1KrtbrzesXYpACCdt6zcS1ObhrkxjUgJrzTJq9UtTIEZq0mmqqyPgh8tNCrHA6jKLFS6klbXUT8nDfTmdpHk6du0yah29DQ6TN1CV5+PfEWdi7wwl7tm8Sk6xPnL5QmoeE8nDDygXS9VWLqT8axLQtXXrZISNoch4mpi8aLusWJaSvCibPXimXvpDXwXLpq1OvGd5HRuDALqeE9Jlj8uwV0vSRs8cP4dAeF+n6vKlDxb+DR8+QBuPpTc+mEuqcTRwFvMLSaeLfoO2H4GU3FdoliyJvQkBKPgcG42bbIaiwbCqM/+6D6ODX8B4yA2Gn48sW8mr/cTEnqMWsUdAuURRR9x7hRuuB+KIwWJG6aHpZWrd+U5G+/QnlDN1rU2TKGWXp+3vibOzdsQl7tv9PlDMTpi+EoUw507ZTL/FMO61ZLO55mpuYjqnuFiXplT4KrjfKlKOrE8pRmrYlo8rRNp3+EtfceW1iOTNlzgqFcobK0cTgqk49ujbhOOBK1ya+nKF9ZAfzOXP8MA7tTixn5k6Jnxt1CJUzCYE8py9zi+N6uzSXI062cyBjmRQFzaGhoXBzc/vpY3j5p26qmqykinkx3PRN/PCtaWpa6uOufyg0WVXzohqfh56+yie21wQ1LA3goZWyrhNZVauvvhpfjt7xV3+fWXWqZl5Eo9NI6bvll3lHMv9VNhaFNDp9kjRmRv6P0280YPNySacuzA64JpRlatQs19vbWwxs9CsBKGOMMcYYYz+Dp2hJexyEskytXbt2Yt5TarLcrFmzjD4dxhhjjDHG2C/iIJRlaj+ajoUxxhhjjLH0xDWhaY+DUMYYY4wxxhhTgYPQtMdDPTHGGGOMMcYYUxuuCWWMMcYYY4wxFbgmNO1xTShjjDHGGGOMMbXhmlDGGGOMMcYYUyEujmtC0xrXhDLGGGOMMcYYUxuuCWWMMcYYY4wxFbhPaNrjmlDGGGOMMcYYY2rDNaGMMcYYY4wxpgLXhKY9DkIZY4wxxhhjTAUOQtMeN8dljDHGGGOMMaY2XBPKGGOMMcYYYyrwFC1pL0dcXFxcOhyXMcYYY4wxxrI8L/836XbsKubFkB1xTSjLNh4EvIKmqmhWEnf8w6CpqpkXwV3/UGiyquZFccvvHTSVjUUheAeEQFNVNiuerh9SMgP6oOShZQlN1eqrr0Y/g5Ln8IZPJDRVLSs9jU9fdihnMqPYTNYndN26dViyZAlev34Na2trrFmzBrVq1VK5/f79+zFz5kwEBgbC3Nwcjo6O+PPPP6XvU53krFmz4OTkhIiICPz222/YsGGD2Da9cJ9QxhhjjDHGGMsC9u7di3Hjxomg8fbt2yIIbd68Od68Uf4FxZUrV9CjRw/Y2dnhzp07aN++vVju378v3Wbx4sVYvXo1Nm7ciOvXr0NXV1ccMzo6Ot3SwUEoY4wxxhhjjCUzOm56Lam1fPlyDBo0CP3790eFChVE4JgvXz5s3rxZ6farVq1CixYtMHHiRJQvXx7z5s1D9erVsXbtWmkt6MqVKzFjxgy0a9cOVapUwfbt2/Hy5UscOXIE6YWDUMYYY4wxxhjLADExMYiKipJb6DVlvnz5glu3bqFp06bS13LmzCnWr169qnQfel12e0K1nJLtnz59Kpr1ym6jp6eH2rVrqzxmWuAglDHGGGOMMcaSGR03vZaFCxeKoE92odeUCQsLw/fv31G8eHG512mdAkll6PXktpf8m5pjpgUemIgxxhhjjDHGVPiZZrMpNXXqVNHHU5a2tjY0HQehjDHGGGOMMZYBtLW1Uxx0FilSBLly5UJIiPxo87ReokQJpfvQ68ltL/mXXitZsqTcNlWrVkV64ea4jDHGGGOMMZYBzXFTI0+ePLCxscHZs2elr8XGxor1OnXqKN2HXpfdnpw+fVq6vYmJiQhEZbehfqk0Sq6qY6YFrglljDHGGGOMsSxg3Lhx6Nu3L2rUqCHmBqWRbT9+/ChGyyV9+vRB6dKlpf1KR48ejQYNGmDZsmVo1aoV9uzZA09PT2zatEm8nyNHDowZMwYODg5iXlAKSmlO0VKlSompXNILB6GMMcYYY4wxlgF9QlOrW7duCA0Nhb29vRg4iJrMnjhxQjqw0PPnz8WIuRJ169bFrl27xBQs06ZNE4EmTb1SqVIl6TaTJk0SgezgwYMRERGB33//XRxTR0cH6YWDUMYYY4wxxhjLIkaOHCkWZc6fP5/ktS5duohFFaoNnTt3rljUhYNQxhhjjDHGGFMhtX032Y/xwESMMcYYY4wxxtSGa0IZY4wxxhhjTIXYjD4BDcQ1oVnU7Nmz03XunrRA7cup4zNjjDHGGGNZVWaZokWTcE1oFjVhwgT8/fffGX0a2cJx98M4cnAPIsLfwdjEDAOHjoK5ZXmV21+5dB67d7rgTchrlCxVBr37D4FNTVul225cuwynjh9D/0Ej0Ka96g7j6e2k+0EcO7QLkeHvYGRihv5DxsLMsoLK7a9dPod9O50QGvIaJUqVQc9+w1CtZl3p+3Fxcdjv6oxzJ4/h48f3sCxfBXbDJ6BkaUNkXPp2izwsa1Luh+m7KtLnLE1fL5G+xLmyrl+5gDPHj+BJgC8+vI+C4+otMDY1R0aia37A1Qn/nnIT19yifBUMGD4JJUslf81PeRyA+yFXad73HTIOZhYVpe+fPXEEVy6cQuBjX3z+/AlOu09BN38BqNtx90NwS3gOKQ/tho6GeTJ5eOXSv9iz00XkYclSpfFX/6GoLpOHe10347+L5/A29A1y584NUzNL9OgzCBZWqo+Znk5Q+mTu0QFDxiSbvquXKX2J9+hf/RLT9+3bN+zZ4YTbntfw5vVL5NPVRWXrGujVbygKFS4CdSv0ew2YjreDXvVK0ClVDJ6dhiPE7Wzy+9SvhQpLpyB/BXNEB71CwMINCN5+WG6bssN6wnScHbRLFEWUlw8ejJmHyJveyCia/gxK0nho1yb8e/oIPn38AAurKug3bDJKlDJKdr/THvvxz5GdiAx/C0Njc/QZPAHlZNK4ef1CPLh3A+HvwqCjkxfmVlXQre9IlCpjDHXS9PRpcjnDsh6uCU3DgoseSHXJnz8/ChcujMzoy5cv0BSXL57DFqf16NqzH5audoKxSTnMnTkRERHhSrf3eXgfyxfPRZM/WmHZamfUqvM7HB1m4FngkyTbXrtyCX4+DzO8sL5y8Qx2OK9B5x4DsHDVZpQ1McNC+3GIVJFG30feWL14Nho1a41Fq7eghm09LJ0/FUEyaXQ76IoTxw5g4IiJcFjmBG0dHXHML19ioG5XLp7Fdue16NSjPxatchHpW/DD9M1JSN9m1LSthyXzp+K5TPpioj/DskIVEXxnFscO7sRJ9/3iQ++8pS7ig84i+zHJXvOrl85gp/NqdOxhh/krt8LIxByL7MciMuKddJsvMdGwrm6Ldl36IqP8d/EstjmtQ5ee/bB4tbP4Mshh5gSVeejz0BsrE57DJaudUbNOPSx2mC6Xh6VKG2Lg0DFYvm4rHJasQ7HiJeAwczwiIyOQIelzXosuPfrBcZWzuEfn249P9h5duXgOGjdrhcWrXVDLth4Wz58mTV9MTDSePPZD5+594bjKBROmzcfLF8/hOG8KMkIu3XyI8vLF/VFzUrR9XuMyqOn2P7w9fx2Xa7TD0zXbUPl/DijS7HfpNiW7tET5JVPh77AOl2t1wHsvH9T2cEGeooWQUTT5GZTwOLQdpzz2ov+wKZi9ZDO0dfJi8exRyabx2qXT2LV5JTp0G4h5y7eLNNI+smk0LmeFQaNmwnHtXkyavVp8plo862/Efv8OddLk9Gl6OaOOKVrSa8muOAhNRkxMDEaNGoVixYqJeXJozpybN29Khz+m5qbHjx+HjY0NtLW1cfnyZbx//x69evWCrq4uSpYsiRUrVqBhw4ZiEliJHTt2iAlmCxQogBIlSqBnz5548+aN9H3Jsc+ePSu2y5cvn5jjx9fXN9nmuJs3b0bFihXFudDvVjV0syKaD2jIkCFifiFKJ80b5O7uLt57+/YtevToISa9pfOoXLkydu/eLbc/pY9+F6WxSJEiaN68ufS9V69eoWXLlsibNy9MTU1x4MABuX29vb3RuHFj8T4F1TQ/0YcPH6Tv9+vXT0yUu3TpUpEm2mbEiBH4+vUr1OHY4f1o1qIVmjRrCUMjYwwZOU4EVOdO/aN0e3e3g6hmUwvtO3VHGaOy6NnbDiblzEVtqqy3YaFw3rgKYybOQK5cuZCRPI7sRePmbdCwWSuUMTIRgWMebW2cPx1/Dyg67rYP1ja10aZTL5Q2NEa33oNhUs4CJ93j85b+uB4/ug8duvUVASr9oRsxbqb4Btjz6qUMSN8eNGneBo3k0qeDf1Wmbz+q2tRG2049UUakb1BC+g5Kt6nfuAU69+iPylVrIDOga37CbS/ad+2HGrb1RW3KsLH2iKBrfu2iyv3+ObIbjZq3RcOmrcW1sRs+SZQfF2SuTct23dG2Sx+YWSXOJ6Zuxw7vQ9MWrdG42Z/iORw8cnzCc+ihdPt/3A6gqk0ttOvUA2WMjNGj90CRh1SbKlGvYTNUqVYDxUuWgmFZE/QdNBKfPn3Es6ePoW7uR/ZK71FDIxMMHjFB3KPnTitPn4c0ffH3aPfeA2FazkLUchBd3fywd1iBuvUao3QZI1hYVYTd0LGi5j70TYiaUweEnrwIv1krEXL0TIq2Lzu4Oz4/DcajSY744PMEz9a74vXBkzAZ3U+6jcmY/ghy2YfgbYfw4dFjeA+fhe+fomHYrxMygqY/g9I0HtuDtl0GwKZ2AxgZm2PImNkijbeuXVC53/Gju9Dwj/ao37QNShuZigBPW1sHF88ck27TuHkHWFWsjqLFS4mArfNfQ/E2LAShb16pKXWanz5NL2dY1sNBaDJo4taDBw9i27ZtuH37NszMzESA9e5d4rdbU6ZMwaJFi/Do0SNUqVIF48aNw3///Qc3NzecPn0aly5dEvvKogBq3rx5uHfvnugzGRgYKIItRdOnT8eyZcvg6ekpmosNGDBA5blu2LBBBGcUxFFgR7+fzvdHYmNjRZBI57xz5048fPhQpEcSGEVHR4sg28PDA/fv3xfH7927N27cuCF3HLpGefLkEcfZuHGj9PWZM2eiU6dOIq0UnHfv3l1cK0KT4tL1NDAwEMH9/v37cebMmSTB87///ovHjx+Lf+n3bN26VSzpjfLpcYAvqlS1kb5Gk//Suq/PQ6X7+Pk8kNueVKteS257uuarli0QgapRWRNkpG9fv+JpgC8qV60pl0YKrvx87ivdx9/nQZLgy7p6bZF28ibkJSLC38ptk083v2j+quqY6Zm+JwF+cuciSR+lQxk6x0pK06fec08NyTWvJJOPdM3LWVSAv4rzluR9JWv5vKdj+PtmnrR+TcjDKknykJ7DByl+DqtWryW9R5X9jtPH3cQ1o9YOGZM+xXKGnkHV96js9SDWIn2q840CbPpyUzd/fmR2+rZVEXbuqtxroacvw8A2/ovXHFpa0KteEWFnryRuEBeHsHNXoG9bDRlBk59BidCQl6K5aSXrWnJpNLWoiABfb5VpDHzsg4oKaaR1VftER38WARwFbIWLFIe6aHL6uJz5ddwnNO1xn1AVKECiwI6CHQrSiJOTkwgsXVxcULNmfIFDk7o2a9ZM/Ey1oBQk7dq1C02aNBGvbdmyBaVKlZI7tmwwSbWDq1evFsejGkBqZisxf/58NGjQQBrstmrVSgSFVFupyMHBAePHj8fo0aOlr0nOMTkU9FFASYGhhYWF9JwkqAaU+p9KUD/UkydPYt++fahVK7GgNjc3x+LFi5McnybGHThwoPiZAm+6fmvWrMH69evFdaL0bN++XdQck7Vr16JNmzZwdHQUNbOEglR6nQJjKysrcR2olnjQoEEqa7BpkUXfLKfW+6hIETDq68s379LXN8CLoOdK96F+Forb6+kbiNclDh/YLdLSqm3GfGMvKyoqArGx36GX5JwL4UWwqjS+Vbp9ZMTbhPfj06psm4iEbdQlSuSh8vS9DH6WTB4aKGxvINe0KrOhD05Eab4kvKfovSTvDVJ+bTLCe2keyucJPWe/8hwSzxtXsNJxjmhWZlCoMOwdlqGgnj4yJn1Jz/dFMveo4vaU3ggV9yg1Jdy5ZQN+q98U+fLFl7WZmXbxIogJCZN7jda19Aogp442tAz0kDN3bsS8kb+3Y0LeQtcy8e+XOmnyMyhb9v90GhX2KagkjWf+OYA929aI7g4lS5fF5DlrkVtLC+qiyenjcoZlRlwTqgLVvNE3R7/99pv0NS0tLRF4SWryCDWXlXjy5InYRzY409PTg6Wlpdyxb926JQItIyMj0SRXEmg+fy7/gYpqViWoKSqRbbYrQa+9fPlSGvimxt27d1GmTBlpAKro+/fvInikZriFChUSQTIFoYrnSrWlytSpUyfJuuT60b/W1tbSAJTQ9abAT7bpMTUxlm2yStdC2XWQWLhwobjusgu9lhk89veFx9ED+HvsFPFtIWM/4/L5k+jfpbF0+a7G/uiapFKValiyxgXzl64XNaXLF81S2T8qq6KxCihd1KNp0IjxGX06GiM7PIP/nT+Bgd0aSJfv39M3jXUbtIDDih2YvmCjGAho7ZJp6TqOgKanT52yQznDfULTHteE/iLZAColJE1QaXF1dUXRokVFQEfrigP6UNArIQlYKEBTRP0pf9aP9l2yZAlWrVqFlStXikCU0kt9PxXPNbXXITVkr4PkWii7DhJTp04VzaIVa0IDglJXk1WgoJ5orqL4rR8NSqSv8M21BL2uuH2kzPYPH3iJgU8G9+sqfZ/Sss1lA9yPHsD/tuyFOhUsqI+cOXMlqeWjddVpLKx0ez39+IGyJPvRawaFEgddovWyJuodQbagyENV6SucTB6GJ8lDxW+EM5JNrd9hZlFBrkmYymtuqvwLpgKSvA9P+bXJCAWkeSifJ/Sc/exzKEEDx9AI1rRQf6aRg3rg7CkPdOz6F9SfPmXnq/oeVdxeXA+FezT+g6E9wt68xqwFq7JM7QTVelJtqCxa/xr5HrHRMfgSFo7Yb9+gXUz++mgXL4yY1/I1qOklOzyD1WvVg5ll4givX79+STy/JGX7D9KocL9GKUkjNX2lhQI0M4vKGNKrCW5dO4869RPHmUhLmp4++fPkcoZlPlwTqkK5cuWkfRwlqJaT+i5WqKB8OGtqxkoBk2TwIhIZGQk/Pz/puo+Pjxjsh/pd1qtXTzQvTa5WLyWoNtXY2Fg0UU0tqm0NDg6WO0dZlP527drhr7/+ErWWlEZV2ypz7dq1JOvly8dPb0L/Ul9RCsxlfx8Ffoq1x6lBAWfBggXllp9pjkt5Wc7MEl53b8sFjF53b8FSxTQO9EHW+558H+B7dzyl2zds/AeWr3XBsjXO0oVGx23XsRvs5y2BulFTIBMzS9y/5ymXxvv3bsFCxSAY5lYVcf/uLbnXvO7cFGknxYqXEn/UZLehfiIBvg9VHjM902dqZgHve7eSpI/SoQyd4/27ideDeIv0ZeygILLy5tNFiVKG0qW0kYm45g9k8pGu+WO/hzBXcd6SvH/gJZ/3dAxzy8yTVi1JHsrcT3Se3ndvw1JlHip7DhPvUVXiYuOkH0TVnj6Fe5TWVZ0v3Yuy14N43fGUu0clHwxfvwzGzPkrxIfQrCLi2l0Ubiw/rVWRJnURfu2u+Dnu61dE3n6AIo1lWtrkyIHCjeog4todtZxjdngGKY3FSxpKl9KGptCjNHolfsb5/OkDnvg9gJllZZVppIF4HsrsI9Lo5alyHxKHONHPNz0HIdT09MnicubXxcal35JdcRCqAtXsDRs2DBMnTsSJEyfEgD3UB/HTp0+ws7NTGQz27dtX7EOD6Dx48EBsS0GVpCaTmuBScEv9Iqn5Lg0gRM1dfxWNlkuDGFH/Un9/fzEYEv2OH6GmwPXr1xeDB1F/zadPn4oRfynNkr6e9PqVK1dE81kaRTckJOWjntFgQzRqLwWus2bNEv1PJQMP0UBF1L+VrhkNekTXjPqc0sBHkv6gGa1Nhy44c9Id/545geDnz/C/dSsQEx2Nxs3i+wnTAEM7t26Sbt+6bSfcuXUDRw/tRXDQM+xx3SIGN2rZuoN4nwrossamcgs1NaZvHGl0uYzQqn03MZ/nhbP/4EVQIFzWLxVpbNC0lXh/3bJ52L11g3T7lm274t7ta3A/tBsvgp5hv6sLngT4oHnrzuJ9utdbtuuKw3u3wfP6JTwPfIz1y+eJ2oEadeplQPq6J6TvOIKDAuEs0vcZDRPSt3bZPOzamjiYVsu2XXDv9nUxr6gkfY9F+hL78NLcoIFP/PHieaBYfxn8XKxL+hSpG13zFm274fDerbglrnkANiyfK77Np5E6JeZPHymmkJD4s30P/HvSDRfPeoi837x+sein3aBpa+k2lKbAJ34IeRks1oOePRbrH95Hqi19bTp0Fc/h+TPHEfw8EE7rlok8bNTsT/H+6mXz4br1f4npatsZd29dh9uhPSIPaU5QGrGxZeuO0oFBXLdtEgNyhL55LZrJr1u5CO/ehqHu742gbq3bd8NZSl/CPeq0PiF9TePTt2aZA1xl7tFWlD5xj8anb5/rZnGPtkhIH30wXLZwpkjzqAn24sNmePhbsajrQ6/iFC0Fra3EQvKZlBE/6xjGdzOxdBgH6y2O0u2fbdqDfCaGsFo4UfTxLDu0p5iS5emqxAHpnq7cAkO7rijduz3yW5mi0rrZyK2bF0HbEkdAVidNfwalaWzTHUf3bcbt6xcRFBiAjStnizTa2MZ3KyILZw7HaY990vWW7Xri/KmjuHTOHS+CnmLrRkdxf9dPSOOb1y/gdmArngY8Qljoa/g98sIax6lilHZrm8T5pzl9v0bTyxmW9XBz3GRQbSU9VBQU0aBD1P+T+kPSQDmqLF++HEOHDkXr1q1FDRyNsBsUFCQdTIia39JgR9OmTRMBY/Xq1cX0I23btv2lc6VAjv5w0ZQwNJAQTZXSuXN8UPAjNAIw7UNTsVCtJI2qS2knM2bMEMEyNRemKVpodFyaMoVqeFNizpw52LNnD4YPHy76ctL0LpKaZDoeXU8aTIkGUaJ1CobpGmYWv9dvjKjICOzeuUV00jcxNcPMuYulzfrCQkOQU6Zvp1WFShg7cSZ27XCB6zZnlCxdGpNnOIhgM7OqW7+pSOP+nc7xE1ibmmPK3GVyacyRMzGNluUr4++Js7F3xybs2f4/MYH1hOkLYSiTxradeok/bk5rFosJv2lOTTpmnjzaGZC+JiJ9+xLSZ2xqhqky6XtLeZgzp0L6ZmHvDifs2b5JpG/i9IUwkkmf5/XL2LBygXR91WLqCwMxbUuXXsq/pEpvbTr9Ja6589pF8ZOs0zWfs0Lumoe8fiEGqJCoU4/yPhwHXOnavI3P+zkr5AZKOXP8MA7tdpGuz50SPzfqkNEzpF9UpLffEvJwz87N0jycPndpMs9hZYyeaI89O5yxa5sTSpYug0kz5kvzkPKbPlRdOHsCUZGRKFCwIMqZW2He4jViuhZ1k6Rv704XlelTfAZHT5yF3TucsGv7JtGceNL0BdL0vXsbKu5RMnFUf7nfNXvBalSsot4RZPVsKqHO2R3S9QpLp4l/g7YfgpfdVGiXLIq8CQEp+RwYjJtth6DCsqkw/rsPooNfw3vIDISdjk8TebX/uJgT1GLWKGiXKIqoe49wo/VAfFEYrEidNPkZlGjVsY/4knLz+gXxaSxvjYmzVsmlkYIuGrBHwrZeM7yPCsfBXZvEAD9GJhZiH0kXDi2tPPB9eBcn3fbg48co6OkVgmXFarBf5KL2bhCanD5NL2fSW3buu5lecsTRxEgs3VBQRyPMUi2lqhpUph4PAtQ3H5e6VTQriTv+6ukLlRGqmRfBXf9QaLKq5kVxyy/zjsD7q2wsCsE7QHPnjqtsVhxe/r/WtSKzq2JeDB5aP99VIrNr9dVXo59ByXN4w0e9NajqVMtKT+PTlx3Kmczo/P3P6XbshpV+fmyXrIxrQtPYnTt3RL9PGiGXagtpChdC/SoZY4wxxhhjLLvjPqHpgJrX0iA+TZs2FTWhly5dEs1jMwKNwEvTqihbaOoTxhhjjDHGmGrUbjS9luyKa0LTWLVq1cQ8oJkF9TWtXbt2iqY+YYwxxhhjjLH0xkGohqMRe2lhjDHGGGOMpV4sD0yU5rg5LmOMMcYYY4wxteGaUMYYY4wxxhhTIS6Oa0LTGteEMsYYY4wxxhhTG64JZYwxxhhjjDEVsvMotumFg1DGGGOMMcYYUyGOByZKc9wclzHGGGOMMcaY2nBNKGOMMcYYY4ypEMvNcdMc14QyxhhjjDHGGFMbrglljDHGGGOMMRV4ipa0xzWhjDHGGGOMMcbUhmtCGWOMMcYYY0wFnqIl7eWIi+PLyhhjjDHGGGPK/HP7a7od+8/qWsiOuCaUZRt3/MOgqaqZF8Etv3fQVDYWhTQ6fZI0evm/gaaqYl4MN30joKlqWuprdBmTXcoZDy1LaLJWX335Ocziz6Am/52Q/K3IjGJ5ntA0x0EoY4wxxhhjjKnA7UbTHg9MxBhjjDHGGGNMbbgmlDHGGGOMMcZU4Cla0h7XhDLGGGOMMcYYUxuuCWWMMcYYY4wxFWK5T2ia45pQxhhjjDHGGGNqwzWhjDHGGGOMMaYCj46b9rgmlDHGGGOMMcaY2nBNKGOMMcYYY4ypEAceHTetcRDKGGOMMcYYYyrwwERpj5vjMsYYY4wxxhhTG64JZYwxxhhjjDEVeGCitMc1oYwxxhhjjDHG1IaD0BSYPXs2qlatKl3v168f2rdv/0vHPH/+PHLkyIGIiAhkRlu3boW+vn5GnwZjjDHGGGMZXhOaXkt2la2b4zZs2FAElytXrkx2uwkTJuDvv/+GpjI2NsaYMWPEwpI66X4Qxw7tQmT4OxiZmKH/kLEws6ygcvtrl89h304nhIa8RolSZdCz3zBUq1lX+n5cXBz2uzrj3Mlj+PjxPSzLV4Hd8AkoWdoQGYXO6YCrE/495SbOyaJ8FQwYPgklSyV/Tqc8DsD9kKv02vQdMg5mFhWl7589cQRXLpxC4GNffP78CU67T0E3fwGom6an74T7Ibgd2o2I8Hcoa1IOA4aMgXky9+jVy/9iz05n6T36V7+hqF6zjnjv27dv2LPDCbc9r+HN65fIp6uLytY10KvfUBQqXAQZhfLw4K5N+PfUUXz6+EHkYf9hk1CilFGy+5322A+Pw5SHb2FkYo4+g8ejnEweuqxbiAf3biL8XRh0dPLC3KoyuvcbiVJljKFOXM5k7eew0O81YDreDnrVK0GnVDF4dhqOELezye9TvxYqLJ2C/BXMER30CgELNyB4+2G5bcoO6wnTcXbQLlEUUV4+eDBmHiJvekOTnsMP7yNxcJcTvO9ex9vQEBQsqA8b2wbo3GsI8unmR1Z+Dm9cOY/Tx4/gaYAvPryPwqLVW2BsaoGMkh3+VrCsg2tCf1DY0kOWP39+FC5cOKNPh2WAKxfPYIfzGnTuMQALV21GWRMzLLQfh8iIcKXb+z7yxurFs9GoWWvxx6aGbT0snT8VQYFPpNu4HXTFiWMHMHDERDgsc4K2jo445pcvMcgoxw7uxEn3/eID4bylLuLD+CL7Mcme09VLZ7DTeTU69rDD/JVbxQeLRfZjERnxTrrNl5hoWFe3RbsufZGRNDl9/108i23Oa9GlRz84rnIW9+h8+/HJ3qMrF89B42atsHi1C2rZ1sPi+dPwPOEejYmJxpPHfujcvS8cV7lgwrT5ePniORznTUFGcj+0A6fc92HAsMmYs8QF2to6cJw1Otk8vHbpNFxdVqFDdzs4rNgGI2MzsY9sHpqUs8LgUTOxeN0eTJqzCvSltKP9KMR+/66mlHE5ownPYS7dfIjy8sX9UXNStH1e4zKo6fY/vD1/HZdrtMPTNdtQ+X8OKNLsd+k2Jbu0RPklU+HvsA6Xa3XAey8f1PZwQZ6ihaBJzyF9ARTxLhQ9+4/CojW7MHi0PbxuX4XTGgc1pix9nsPo6GhYVagigtOMll3+VqSX2Lgc6bZkV9k2CKUmtRcuXMCqVatEs1haqAkq/Xv8+HHY2NhAW1sbly9fTtIcV2Lp0qUoWbKkCFBHjBiBr1+/St/bsWMHatSogQIFCqBEiRLo2bMn3rx5k+w5HTx4EBUrVhS/l2only1bJvc+vebg4IA+ffqIwLhs2bJwc3NDaGgo2rVrJ16rUqUKPD095fajNNSrVw958+aFoaEhRo0ahY8fP0prg589e4axY8dKr4OskydPonz58uLYLVq0wKtXr6Tv3bx5E82aNUORIkWgp6eHBg0a4Pbt23L70/GcnZ3RoUMH5MuXD+bm5uKcZd2/fx8tW7YUv6N48eLo3bs3wsLCpO8fOHAAlStXFudP17pp06bS809vHkf2onHzNmjYrBXKGJmID3R5tLVx/rS70u2Pu+2DtU1ttOnUC6UNjdGt92CYlLPASfcD0i82jh/dhw7d+oo/WPRHYMS4meKPsOfVS8gIdE4n3Paifdd+qGFbX3z7O2ysPSLonK5dVLnfP0d2o1HztmjYtLW4NnbDJ4l794LMtWnZrjvadukDM6tKyCianj73I3vRpHkbNGrWCoZGJhg8YgLyaOvg3GkPpdt7uB1AVZtaaNepJ8oYGqN774EwLWchviEnurr5Ye+wAnXrNUbpMkawsKoIu6Fj8STAF6FvQpBxebgH7br2FzUkFIgMHTtb5OGtaxdU7nf86G40+qMdGjRtg9JGpug/fIr40HzhzDHpNo1bdIBVpWooWryUCEi79BqCt2EhCH2TWNalNy5nsv5zGHryIvxmrUTI0TMp2r7s4O74/DQYjyY54oPPEzxb74rXB0/CZHQ/6TYmY/ojyGUfgrcdwodHj+E9fBa+f4qGYb9O0KTn0LBsOYye6ojqteqheMkyqGhdA13+GoY7Ny7j+/dvaktfWj+HpH7jFujUYwAqVa2JjJYd/lawrCXbBqEUfNapUweDBg0SgRUtFKCRKVOmYNGiRXj06JEI6pT5999/8fjxY/Hvtm3bRABLiwQFpPPmzcO9e/dw5MgRBAYGisBXlVu3bqFr167o3r07vL29ReA7c+ZMuWOSFStW4LfffsOdO3fQqlUrEbBRUPrXX3+JALBcuXJinf5YEDpHCh47deoELy8v7N27VwSlI0eOFO8fOnQIZcqUwdy5c6XXQeLTp08i0KaA+uLFi3j+/Llomizx/v179O3bVxzv2rVrIsD8888/xeuy5syZI9JGv5/e79WrF969i/8GlPrENm7cGNWqVRPB84kTJxASEiK2J3Q+PXr0wIABA0R+UF/ajh07StOXnr59/Sqa0FSW+eORM2dOVK5aA34+95Xu4+/zQLwvy7p6bfj5PBA/vwl5iYjwt3LbUHMjau6j6pjpTXJOsn8k6ZzKWVSAv4pzklybStby14aO4e+bMenIjumjcuZJgB+qVLWRO88q4h6Nv+cU0X1G78uyrl4r2fvv06eP4gsl3fzqbRonERryUjTjq2RdSyEPK8Lf1zuZPPRBxaq15K5NReuaCPBRvk909GdcPOsuAtLCRYqnQ0pUnSeXM1n5OfwZ+rZVEXbuqtxroacvw8A2/gvvHFpa0KteEWFnryRuEBeHsHNXoG9bTd2nq9bnkHz69AF58+kiV67cWfY5zEyyy9+K9MR9QtNetu0TSjV3efLkEbVzVFNJfHx8xL8UkFENX3IMDAywdu1a5MqVC1ZWViIgPHv2rAhqCQVNEqampli9ejVq1qyJDx8+iBo/RcuXL0eTJk1E4EksLCzw8OFDLFmyRC54pSBuyJAh4md7e3ts2LBBHLdLly7itcmTJ4vgmgI5StfChQtF0Cfp70mBIp0L1VrSvoUKFRJpkNTYKhZaGzduFIEtocCVro0EBY+yNm3aJAYzohrm1q1bS1+n86dAkixYsED8/hs3bojgmK4hBaD0usTmzZvFFwJ+fn7ielGTaAo8qeaXUK1ocmJiYsQii745T62oqAjExn6Hnr580ydafxH8XOk+9CFL2faREW8T3o8PvpVtE5GwjbrRhwpV5yR5T9F7ybUxSLrPy+BnyEw0OX3voyJV3KMGeKHiPOkeVNxeX9x/ic0bZVEzu51bNuC3+k2RL58uMgI9V6SgwnnTOvXdSjYPleT7qxfy1+b0PwewZ+taxER/RsnSZTFl7hrk1tKCOnA5k/Wfw5+hXbwIYkISW/wQWtfSK4CcOtrQMtBDzty5EfNG/trEhLyFrqUpNPE5lN3nyN7NaNT81waAzOjnMDPJLn8r0lN2DhbTS7atCU0ONaP9EWo2S8GbBDXLlW1uSzWbbdq0gZGRkQjwKOgjVJuoDNXyUQ2nLFr39/fHd5m+SbI1s9R0VTEok7wmOReqiaXaVAp8JUvz5s0RGxuLp0+fJptGCtAlAaiyNFKgS0E3BbYU1BcsWFAEjYpplD1nXV1dsZ3s+VFtsuz5UVAvqcW1trYWwTmlkQJtJycnhIcr778gQYE3nY/sQq+xeJfPn0T/Lo2ly/dv6mvupA6anj51oi+Ali+aRX9+MWjEeLX93v/On4Bd14bSJb2b5P3WoAXmr9yOGQs2okRpI6xZPC1D+05qAn4Osz51P4eSGtClc8ehtKEJOvaI/1KfZX4Z9beCZW3ZtiY0ORQo/YiWwrfk1PyAAjtC/RUp0KPF1dUVRYsWFYEZrX/58uWXzk3290r6byp7TXIuFBRSzSn1A1VEAXJq0yjbDJaa4r59+1Y0baZaSqptpFpYxTQmd63o/ChYd3R0TPL7KeilQP/06dO4cuUKTp06hTVr1mD69Om4fv06TExMlJ731KlTMW7cOLnX6NwePpdvJvwjNEJfzpy55AbAILSur/DNvIS+QWGl2+vpxw9sJdmPXjMolDh6HK2XNTGHOtjU+h1mFhXkmiGpPCcVo/gVkFybcGXXJmMH8dL09MkqUFBPxT0arvI86R5U3J6+2aZvuJN+qLBH2JvXmLVglVq/2aa+YbIj2H77Fp+HUQp5SOtGpubJ56HS51E+rdSkkBYa4dPMshKG9GwKz6vnUbdBc6Q3Lmey/nP4M6jWk2pDZdH618j3iI2OwZewcMR++wbtYvLp1C5eGDGv5WtQNeU5/PzpI5bMHgOdvPkwZpojcudW30fU9HgOMxNN/VuhTrFcE5rmsnVNKDXHla1lTCvUrJeCM+pXSgMCUc3ejwYlosF//vvvP7nXaJ2a5crWuKZW9erVRbNeMzOzJAul/1euA50fBbfURFgyoJLsgEIpPb8HDx6IQZcUz0/yZQAFrVQrTH1LqS8sne/hw/LD2Mui86DaVtnlZ5rjUnM8EzNL3L+XONATBc/3792ChYoBMMytKuL+3Vtyr3nduSk67JNixUuJAl92G+pDEeD7UOUx0xr1sylRylC6lDYyEef0QCaddE6P/R7CXMU5Sa7NAy/5a0PHMLfMuMFBskP6FL/gMTWzgPe9W3LnSeuSe04R3WfeSe5RT7n7T/Kh4vXLYMycv0J8gMnQPDQ0gZ7Iw5tyNSaP/R7A3LJyMnloJbePyEOvmzCzUt2kP47+EyOjJw40l564nMn6z+HPiLh2F4Ub28q9VqRJXYRfuyt+jvv6FZG3H6BI4/jpMIQcOVC4UR1EXLujcc8hHcdx1ijkyq2FcTOWIk+e1P/NzmzPYWaiqX8r2I/RGCzULY8+C1OXOTs7O1EBlNz2NC2lpaWlGBCUKqzos35kZKTcdpLBTGWXPXv2IDWydRBKgQ/VqNGgQRQ8SWrnfhVlGAVKVGv35MkTMRosDVKUnPHjx4s+pbQd9YWkwY6ov6TsQEA/g/qIUi0i9ee8e/euaN579OhR6cBEkutAAw+9ePEiVUEkNcOlQYuoKTFdR7rJ6YZNDRpVmG546jNKo+1SE1wakbd///4iMKbjUn9RGrSIapNpICUaDZiCdnVo1b6bmGfvwtl/8CIoEC7rlyImOhoNmrYS769bNg+7t26Qbt+ybVfcu30N7od240XQM+x3dcGTAB80b91ZvE8Pact2XXF47zZ4Xr+E54GPsX75PPGtco069ZAR6JxatO2Gw3u34pY4pwBsWD4X+nROtvWl282fPlJMryDxZ/se+PekGy6e9RDXZvP6xWI4+gZNW8v1mQl84oeQl8FiPejZY7FO88Jx+tJG6/bdcPakO86fPY7goEA4rV8m+jY2avqneH/NMge4bt0o3b5V2864e/s6jh3aI+7Rfa6b8TjABy1ad5R+qFi2cKYY4XDUBHtRLoaHvxWL7Ajg6hSfh91xZN8W3Lp+EUGBAfjfijkiD2mUTokFM0bglEwetmzXA+dPHU3Iw6fYssEx/vltEp+Hb16/gNv+rXga8Ahhoa/h98gLqx2niRExrW0S5/pLb1zOZP3nkKZoKWhtJRaSz6SM+FnHsKRYt3QYB+stiS1+nm3ag3wmhrBaOFH08Sw7tKeYkuXpqsTBCJ+u3AJDu64o3bs98luZotK62citmxdB2+JHJ9WU51AEoPajxGuD/p4uakQpT2lR51RJaf0cEpoblO7FF8/juz+9DH4u1iX9a9UpO/ytSE9xcTnSbUlP9NmcKnuoVaG7u7v4vD948GCV2798+VIsNDApzV5BXfpo0FAKXhVt2bJFOqgpLe3bp64fd7ZujksBHjUprVChAj5//iwuZlqg5reUadOmTROD8FBtH2Vm27ZtVe5D2+zbt08MNkSBKDVFpUGAkhtRNyWoPyYNFERNWKlWlr7hp36e3bp1k25Dv4ea7NLrNKBPSkeedXFxETcynTsNJETBYmqD5lKlSokaVQqW//jjD/H7qWkvDVpEI7fRNzf0wKxcuRJRUVHiPZq6hqZ0UYe69ZsiKjIC+3c6x0/ubGqOKXOXSZvnhIWGIEfOxALEsnxl/D1xNvbu2IQ92/8nJneeMH0hDI0TB5Jo26mXKPid1iwWk31bVqgijqnub35lten0lzgn57WL4icgp3Oas0LunEJevxCDG0jUqUfXJhwHXOnavI2/NnNWyA0icub4YRza7SJdnzslfq60IaNnSP+wc/p+zW/1m4h7dO9OF3GPGpuaYfrcpcneo6MnzsLuHU7YtX0TSpYqg0nTF8Ao4R599zYUntcvi58njuov97tmL1iNilUyZmTO1h17izzcvG5hQh5aY9LsVXJ5SEElDWoiYVuvmbg2B3dtEoPfULPPSbNXitocoqWVB74P74ppJz5+fC+aB1pVrAZ7R+ckTQXTE5czWf851LOphDpnd0jXKyydJv4N2n4IXnZToV2yKPImBKTkc2AwbrYdggrLpsL47z6IDn4N7yEzEHY6/tkjr/YfF3OCWswaBe0SRRF17xFutB6ILwqDFWX15zDwsa+oTSXjh8hPP7PC6bAYrTqrPof0JdDGlYkDL65eTP0mIaZt6dIr6Yf69JRd/lawRFRJRAEkVfJIxruhCjJqwUhxCX0GV1SpUiUxZaQExQbz588Xs3DQFw+yzeSpZlVxUNPUyBGnjrkuGMsE7virpx9NRqhmXgS3/JSPWKcJbCwKaXT6JGn08k++2X5WVsW8GG76Jn4w1TQ1LfU1uozJLuWMh5YlNFmrr778HGbxZ1CT/05I/lZkRttVT4X7y7rZKp/V4We6ksmi2SaopaXsgJ4USOro6GD//v3o0KFDio7j7OwsxluhloiyLSMoiKXzpllAhg4dKloxSsamSYls3RyXMcYYY4wxxjLKwnSa1eH169coVkw+qKeaTJqekd5LCeqmRy00FZvwUitKasFJzXw7deqE4cOHi1rW1MjWzXEZY4wxxhhjLKNGx52qYlYHVaZMmaJ0VgnFpri/irrBtWrVSnRbnD17ttx7M2fOlP5crVo1MTPIkiVLlM7GoQoHoYwxxhhjjDGmQnp2XtROZdNbamL7ozFjqIks9ddUnJ2DmuPSgKA/6sv5/v17MT5LgQIFxIwUitMtKqpdu7aoMaXmuSlNCwehjDHGGGOMMZYFFC1aVCw/UqdOHURERODWrVuwsbERr507d06MZExBY3I1oM2bNxfBJM3wQX1If4Rm4DAwMEhVMM1BKGOMMcYYY4ypkBWHcS1fvryozRw0aBA2btwops6hKRq7d+8uHRmXpmds0qQJtm/fjlq1aokAlGar+PTpE3bu3CnWaSEU+ObKlQvHjh1DSEgIbG1tRYBK/UJ/ZoYMDkIZY4wxxhhjTMO4urqKwJMCTZr6kAYRoukjJSgw9fX1FUEnuX37Nq5fvy5+NjMzkzvW06dPYWxsLJrmrlu3DmPHjhXTOtJ2y5cvF8FuanAQyhhjjDHGGGMZMDBReqKRcHft2qXyfQoqZWfrbNiwody6MlS7Ssuv4ilaGGOMMcYYY4ypDdeEMsYYY4wxxpgG9QnN7LgmlDHGGGOMMcaY2nBNKGOMMcYYY4ypEBub0WegeTgIZYwxxhhjjDEVuDlu2uPmuIwxxhhjjDHG1IZrQhljjDHGGGNMBa4JTXtcE8oYY4wxxhhjTG1yxP1oRlLGGGOMMcYYy6bWHU+/Y49oiWyJm+OybOOaTyQ0la2VHjx9w6GpalgawMv/DTRZFfNiuOMfBk1VzbwIbvm9g6aysSik0fknycMbGlyO1rLSw03fCGiympb68NCyhKZq9dVXo59DegZ/b3MBmuzysQYZfQpMTTgIZYwxxhhjjDEV0rfhaA5kR9wnlDHGGGOMMcaY2nBNKGOMMcYYY4ypwCPopD0OQhljjDHGGGNMhdjYjD4DzcPNcRljjDHGGGOMqQ3XhDLGGGOMMcaYCtwcN+1xTShjjDHGGGOMMbXhmlDGGGOMMcYYUyGWa0LTHNeEMsYYY4wxxhhTG64JZYwxxhhjjDEVuE9o2uOaUMYYY4wxxhhjasM1oYwxxhhjjDGmQly6dgrNgeyIa0IZY4wxxhhjjKkNB6Hshxo2bIgxY8Yku42xsTFWrlyZ7DY5cuTAkSNHxM+BgYFi/e7du2l6rowxxhhjjKUlqghNryW74ua4Ghw4Vq1a9YeBYVq5efMmdHV1U7y9oaEhXr16hSJFioj18+fPo1GjRggPD4e+vj4ym7i4OBzetQnnTx/Bp48fYG5VBX2HTUaJUkbJ7nfGYz+OH9mJyPC3MDQ2x1+DJ6CcRUWlx182dwy8b1/FqKmLYWPbEOpEv//gLif8e+ooPn78AIvylTFg2KQfpu+UxwF4HKb0vYORiRn6Dh4vl75zJ47gysWTePrYF9GfP2HTrtPQzV8A6nbC/RDcDu1GRPg7lDUphwFDxsDcsoLK7a9e/hd7djojNOQ1SpQqg7/6DUX1mnXEe9++fcOeHU647XkNb16/RD5dXVS2roFe/YaiUOH4+1ndTrofxLFDu6T50H/IWJglk75rl89h304nafp69huGajXryt0P+12dce7kMXz8+B6W5avAbvgElCxtiIxC53TAle5RN3FOFuWrYMDwSShZyvCH96j7IdfEe3TIOJjJ3KNn6R69cAqBj33x+fMnOO0+lSH3aFrn4Y0r53H6+BE8DfDFh/dRWLR6C4xNLZCRKA8P7dqEfxPKUQurKuiXgnL0tMd+/CNTjvZRKEc3r1+IB/duIPxdGHR08oryuVvfkShVxhjqL0c3iXJUpK98FfRPQTlK6fM4TPfoWxiZUPoSy9EP7yNF2ex99zrehoagYEF92Ng2QOdeQ5BPN7+aUgYU+r0GTMfbQa96JeiUKgbPTsMR4nY2+X3q10KFpVOQv4I5ooNeIWDhBgRvPyy3TdlhPWE6zg7aJYoiyssHD8bMQ+RNb2SU7FCW2vUyRps/SqCAbm54P4rC0vX+CH71WeX2OXMCA3oY449GxVBYPw/C3n3BP2dfY9ve57903KyGByZKe1wTylT68uVLirctWrQo8uXLl+Ltc+XKhRIlSiB37qzxPcg/h7bjtMde9Bs2BfZLNkNbJy+Wzh6FL19iVO5z/dJp7N68Eu26DcSc5dthaGIu9omKeJdk25Nuu0XNcEZxP7QDJ933of+wyZi7xBna2nmxaNaYZNN39dJpuLqsQsfuA+GwYhuMjM3FPpEy6YuJiUaV6nXQrks/ZJT/Lp7FNue16NKjHxxXOaOsiRnm249HZES40u19H3lj5eI5aNysFRavdkEt23pYPH8angc+kabpyWM/dO7eF46rXDBh2ny8fPEcjvOmICNcuXgGO5zXoHOPAVi4arNI30L7ccmmb/Xi2WjUrLUITGrY1sPS+VMRlJA+4nbQFSeOHcDAERPhsMwJ2jo64pjJ3Q/p7djBnTjpvl8EnvOWuohgY5H9j+7RM9jpvBode9hh/sqt4gP+Ivuxcvfol5hoWFe3RbsufZFR0iMPo6OjYVWhivhQnFl4HNqOUx570X/YFMxOKEcX/6AcvXbpNHZtXokO3QZi3vLtIg9pH9k8NC5nhUGjZsJx7V5Mmr1afPBfPOtvxH7/DnWXo6fc92HAsMmYs8QF2to6cJw1+ofpo3K0Q3e7hHLUTOwjSR8F1hHvQtGz/ygsWrMLg0fbw+v2VTitcVBjyoBcuvkQ5eWL+6PmpGj7vMZlUNPtf3h7/jou12iHp2u2ofL/HFCk2e/SbUp2aYnyS6bC32EdLtfqgPdePqjt4YI8RQshI2SHsrRXJ0N0bl1aBIiDJ9zB5+jvWD63MvJoqf780auTEdr/WQorNgag1/Cb2LD1CXp1NETnNqV/6biMcRCqgfr164cLFy5g1apVIrChZevWrUlqGKlprGzgM3v2bFF76uzsDBMTE+jo6Ejfo9qfkSNHQk9PT9Rezpw5U/yhV9Uc19/fH/Xr1xfHqFChAk6fPi33u2Wb49LPVAtKDAwMxOuUhu3bt6Nw4cKIiZEvrNu3b4/evXtDXSidJ4/tQZsuA1C9dgMRbA0eMxsR78Jw+9oFlfudOLoLDf5oj/pN26C0kakIYPNo6+DimWNy2z174ie2tft7BjICpe+E216079ofNWzriw95w8bOEum7de2iyv2OH92NRn+0Q4OmrVHGyAQDhk8WH7ounHGXbtOyXXe07dwHZpZJa3/Vxf3IXjRp3gaNmrWCoZEJBo+YIPLh3GkPpdt7uB1AVZtaaNepJ8oYGqN774EwLWchalOJrm5+2DusQN16jVG6jBEsrCrCbuhYPAnwReibEDWnDvA4sheNm7dBw2atRD7Qh5082to4fzoxH2Qdd9sHa5vaaNOpF0obGqNb78EwKWeBk+4HpPfD8aP70KFbX/Ghij6IjRg3U3wY9rx6CRl7j/ZLuEfNMGysvbhHPZO5R/85shuNmrdFw4R71G74JGhra+PCaYV7tEsfmFlVQkZJ6zwk9Ru3QKceA1Cpak1kBiIPj+1B2y4DYJNQjg5JKEdvJVOOHj+6Cw1lylEKYLUVytHGzTvAqmJ1FC1eSgSknf8airdhIQh980rN9+getOvaX9RUUjk6dGxK0icpRxPSNzw+fRcS0mdYthxGT3VE9Vr1ULxkGVS0roEufw3DnRuX8f37N7WlL/TkRfjNWomQo2dStH3Zwd3x+WkwHk1yxAefJ3i23hWvD56EyejELyRNxvRHkMs+BG87hA+PHsN7+Cx8/xQNw36dkBGyQ1napW1pbN/3DJevv8XjwI9wWOGDwoW0Uc9WdSueSuUL4vK1MFz1fIfXb2Jw/koYbtwNR3nzAr903KwmNjYu3ZbsioNQDUTBZ506dTBo0CDR5JWW7yn8RjggIAAHDx7EoUOH5Pprbtu2TdRa3rhxQxx/+fLlIlhVJjY2Fh07dkSePHlw/fp1bNy4EZMnT062aS79TuLr6yvOl35Hly5dxHm7ublJt33z5g08PDwwYMAAqEtoyEvRTKqidS3pa9QMytSiIgJ8lTcb+vb1KwIf+6CideIHwJw5c4p12X2oVm3jspnoM2Qi9A0yprCm9EWI9NWUSx81B/NPJn3UzE/2Ay6lr5J1Tfj7ZFxTKkVfv37FkwA/VKlqI3eeVarWgJ/PA6X7+PncF+/Lsq5eS7yuyqdPH8WXJ7r51dc8TjYfKivkQ2WRPuXn6+/zQLwvy7p6ben1eJNwP8huQ/cDNUlL7hqkJ8k5yd5v8fdoBfirOCfpParwDNIx/H0zJh3qysPMSFKOVkqHclRWdPRnEaBSQFq4SHFkdPp+XI76oGLVWknTl0w5+unTB+TNp4tcuTJvSyJ926oIO3dV7rXQ05dhYFtV/JxDSwt61Ssi7OyVxA3i4hB27gr0baup+3SzRVlaqrgOihTSxs27iTW7Hz99x0O/KFSyKqhyv/uPomBjbQDDUnnFupmxLqqU18O1W+9+6biMZd4SjP00qq2kAJCax1KTV0nz15Q2waUaSGpeqxgorlixQnzQtrS0hLe3t1inQFfRmTNn4OPjg5MnT6JUqVLitQULFqBly5ZKfyedW6FC8c1vihUrJldj27NnT2zZskUEpGTnzp0wMjISfV5VoZpTxdpTqv34WfTBgujpyzcRKqhfSPqeovdREYiN/Z5kH1p/FfxMur7LZQXMrCqLGtaMQn8kJecmi9Yl76U0fQX1DfDyRSAyi/dRkSrywQAvZPJBFvUbVdxen66FkmbUhJpV7dyyAb/Vb4p8+VLeLzotRCVzn70Ilu+vI0F5qmz7yIi30vRLXlPcJiJhG3VT9QyK8/7RPWqQdJ+XKvI+I6RHHmZGyZUzqS1HCyrJwzP/HMCebWsQE/0ZJUuXxeQ5a5FbSwvqTl9BJedK/QtT/XfixTOV+xzZuxmNmrdHZqZdvAhiQsLkXqN1Lb0CyKmjDS0DPeTMnRsxb+TzPibkLXQtTdV8ttmjLC1kkEf8Gx7xVe718Igv0veU2XngOXTz5YLrhpqi1i5nzhzYtOMpTl9480vHzWq4T2ja45pQJqds2bJJAlBia2sr13SXalqpya2yGtZHjx6JoFUSgEq2/xkU5J46dQovXrwQ69SsmJrqJtd/cuHChSIQl13otZS6cv4EBndrIF3Sq8nT7esX8cjLE70GjoM6/Xf+BAZ0bSRd1NmkS9NQM/Xli2bRnycMGjE+o09HY1w+fxL9uzSWLt+/8T2a1VA5M7BbA+mS3uVM3QYt4LBiB6Yv2CgGAlq7ZFq69ruj9Nl1bShd1FGOUg3o0rnjUNrQBB17JP0CmDFZzRoUw6l9v0uX3Ll/rn9m49+LimPNWfoIA8bcxvyVPujRwRAtGquvpQHTTFwTmk1QsxLZPpySpoqKUjPCrTpUq1YN1tbWonb2jz/+wIMHD0Rz3ORMnToV48aNS1ITeudpdMp+Z616KCfTh/Hr1/gBmmigCP1CiU1maYAhIxPlo00WKKiPnDlzyQ2eITmGnkFh8fMjb0+8eR2MYT2byG2zxnEKLCtUxdT5G5EeqG+R7MiS3759lZ6bgUz6aL2sqXmq0hcVEQ49/fj0ZQYFCuqpyIdw6CfkgyJ9g0JJtqdaUKoNTRqA2iPszWvMWrBK7bWgpGAy9xmlQxlKt9L7MiHfJPspvR9MlN8Pac2m1u8ws6gg11RO5TmpGPFVeo+GK7s2meceTY88zAyonDFLQTkaf1+lrhyNUpKH1MyRFgpAzSwqY0ivJrh17Tzq1G8OdZajUQr3qPg7kcpyND4v5fP+86ePWDJ7DHTy5sOYaY6ZflA/qvWk2lBZtP418j1io2PwJSwcsd++QbuYfD5qFy+MmNfyNajqoIll6eUbb/HQz1O6nkcrvt7JQF8Lb8MTB5400M+DgCcfVB5neH9TuB4IwtlLoWL9ybOPKFFUB727GOHEuRC8SzhWao+b1XBNaNrjmlANRc1xZWspqXbz/fv3+Pjxo/S11MzRSX07ZV27dg3m5uZKm/mWL18eQUFBom+n7PY/Ol+irGZ14MCBogaUmuU2bdpU1LImhwLOggULyi2paY5LfW2KlzSULqUNTUXg+NDrpnSbz58+4InfA5hZVlZ6DGoGRgNkyO5DfWUfenlK92nVqQ8cVu3CvJU7pQvpOWAsBo6aifRC6StRylC60Lfq9Mf0wb2bcn0cH/s9gHky6TMxs5Tbh9J33+smzK2U75MRtLS0YGpmAe97t+TOk9ZpQCFlLKwqwftu4vbE646neF0xAH39Mhgz568QwW5GkOTD/Xue8vkg0qd8oB1zq4q4nyR9N6XXo1jxUuJ+kN2G7ocA34cqj5nu96iR5B71VLhHH8JcxTlJ71Ev+WtDxzC3zLhBiNSRh5mBqnL0QRqUo5SnqvYhcYgTnxiVfdGanuWoXpJy9EMKylGrJOUoXSPqpiF7HMdZo5ArtxbGzViKPHl+vnuJukRcu4vCjW3lXivSpC7Cr8V/7oj7+hWRtx+gSGOZVlI5cqBwozqIuHZH3aerkWXp58/f8eJVtHR5+vwTwt7FoIa1gXSbfHlzoYJFQdz3iVJ5HB3tXIhViMC+U7PchIrVlyHRP3VcxjgI1VA0Wi0FjjTybFhYGGrXri36iE6bNg2PHz/Grl27RGCXUs+fPxe1izRw0O7du7FmzRqMHj1a6bYUKFpYWKBv3764d+8eLl26hOnTp/+wGTA1sXV3d0doaCg+fPgg1y80ODgYTk5Oah2QSILOq3mb7nDbt1k0oQ0KDMCmlbPFt/nVbRP7cjrOHI7THvuk6y3a9cSFU0dx+Zw7XgY9xbaNjqK/Ur2mrcX7NBBRmbLl5BZSuGhxFC1eWq3pa9G2G47s24pb1y/ieWAANq6YI9JnY1tfut2CGSNxyn2/dL1lux5izsaLZz3wIugptmxYjJjoaDRo0kquz0zgEz+EvAoW60HPHot1mvtOXVq374azJ91x/uxxBAcFwmn9MpEPjZr+Kd5fs8wBrlsTa51bte2Mu7ev49ihPXgR9Az7XDfjcYAPWrTuKA1Aly2cKUbDHTXBXnxQCQ9/K5b0/NCrSqv23cQcdBfO/oMXQYFwWb80Ph+axufDumXzsHvrBun2Ldt2xb3b1+B+aLdI335XFzwJ8EHz1p2l90PLdl1xeO82eF6/hOeBj7F++TzxTX6NOvXUnj7Ze/TwXrpH6ZwCsGH5XHGP0mi5EvOnjxTTuEj82b4H/j0puUcDsXn9YjF1CY3onOQefZlx92ha5yGhuUEpHS+ePxXrL4Ofi3VV/bzVkodtuuOoTDm6MaEcpdFkJRYqlKMt2/XE+VNHcemcuyhntiaUo/UT8vDN6xdwO7AVTwMeISz0NfweeWGN41Qxqqm1TV31pq9tdxzZt0WUo5S+/0nL0cT0LZgxIkk5SulLLEcdE8rR1okBqP0o8dqgv6eLGlHKQ1rUOQUNTdFS0NpKLCSfSRnxs45hSbFu6TAO1lscpds/27QH+UwMYbVwoujjWXZoTzEly9NViZ87nq7cAkO7rijduz3yW5mi0rrZyK2bF0Hb4kciV7fsUJbud3uBvt2M8FutwjAtq4sZ46zw9l0MLl1LrH1e6VAFHVsldqf67+Zb9OlaFnVqFEKJYtqob1sY3dqXwcWrYak6blZHgXh6LdlV5m7PwX7ahAkTRBBI06N8/vwZT58+FYP6TJw4UQRzTZo0EVOyDB48OEXH69OnjzhOrVq1RO0nBaCq9qWmv4cPH4adnZ3YngLi1atXo0WLFiqPX7p0acyZMwdTpkxB//79xe+TBMnUp7NTp06iGS5Nz5IR/uzYR/wx2rp+gZiE3Ly8NSbMWiX3jTR9GPoQFSFdr12vGaKiwsXk7PGTkFuIfTJTkzmJ1h17i/S5rFsUP8l6hSqYPHulXPpCXgeLQTEk6tRrhveRETiwy0mkj5ruTp69QtrcmJw9fgiH9rhI1+dNHSr+HTx6hvRDVnr7rX4TREVGYO9OFzFQhLGpGabPXSptKhUWGoIckq906cNU+coYPXEWdu9wwq7tm1CyVBlMmr4ARsbxg2W8exsKz+uXxc8TR/WX+12zF6xGxSrqHdmxbv2mIn37dzqL9FE+TJm7LNn0/T1xNvbu2IQ92/8nJlifMH0hDBPSR9p26iU+6DutWSzuB8sKVcQxM7IGpk2nv8Q5Oa9NvEenzFmhcI++EINRSdSpR9cmHAdc6drE36O0j+xgRWeOH8ah3Yn36Nwp8fNqDqF7NOHDZ1bMQ/rQu3HlAun66sXUdxli2pYuveyQEVollKObE8pRi/LWmKikHJUtZ2ypnIkKx0GZcnSiTDmqpZUHvg/v4qTbHnz8GAU9vUKwrFgN9otckjRpVU85+hmb1y1MuEetMWn2j9NHeS9JHzUvnzR7pbQcDXzsK2pTyfgh8lOXrHA6LEYBVgc9m0qoc3aHdL3C0mni36Dth+BlNxXaJYsib0JASj4HBuNm2yGosGwqjP/ug+jg1/AeMgNhp+PLTvJq/3ExJ6jFrFHQLlEUUfce4UbrgfiiMFiRumSHstT1YBB0dHJh0kgL5NfNDe+HkRg/yxtfviYGQqVL5IV+wcRBvVb8LwCDehlj/DBzGOhpIezdF7ideIUte56l6rhZXVxsRp+B5skRp9hRkLFMiILmihUrimD2Z13zUV/NhrrZWunB01f5hNqaoIalAbz840fi01RVzIvhjr/mfGusqJp5EdzyUz5KqCawsSik0fknycMbGlyO1rLSw03fxABRE9W01IeHliU0Vauvvhr9HNIz+Hsb1fPOaoLLxzJutoDkzHVNv8HH7HtlzzrB7JlqlmWEh4fj/PnzYlm/fn1Gnw5jjDHGGMtmuM4u7XEQyjI1Gh2XAlFHR0cxPyljjDHGGGMsa+MglGVqNLASY4wxxhhjGSWW+4SmOR4dlzHGGGOMMcaY2nBNKGOMMcYYY4ypwH1C0x7XhDLGGGOMMcYYUxuuCWWMMcYYY4wxFWK5IjTNcRDKGGOMMcYYYyrEcRSa5rg5LmOMMcYYY4wxteGaUMYYY4wxxhhTgcclSntcE8oYY4wxxhhjTG24JpQxxhhjjDHGVIjlPqFpjmtCGWOMMcYYY4ypDdeEMsYYY4wxxpgKcdwpNM1xTShjjDHGGGOMMbXJEcehPWOMMcYYY4wpNWnj53Q79uKheZEdcXNclm3c9nsLTVXdojA8fcOhqWpYGuB+wGtoskpmJeAdEAJNVdmsOG76RkBT1bTUxy2/d9BkNhaFcMMnEpqqlpUe7viHQZNVMy+i0Wmk9HloWUJTtfrqq9H5J8nDzCiW6+zSHDfHZYwxxhhjjDGmNlwTyhhjjDHGGGMqcO/FtMc1oYwxxhhjjDGmYd69e4devXqhYMGC0NfXh52dHT58+JDsPg0bNkSOHDnklqFDh8pt8/z5c7Rq1Qr58uVDsWLFMHHiRHz79i1V58Y1oYwxxhhjjDGmQmxs1qwJ7dWrF169eoXTp0/j69ev6N+/PwYPHoxdu3Ylu9+gQYMwd+5c6ToFmxLfv38XAWiJEiVw5coVcfw+ffpAS0sLCxYsSPG5cRDKGGOMMcYYYxkgJiZGLLK0tbXF8isePXqEEydO4ObNm6hRo4Z4bc2aNfjzzz+xdOlSlCpVSuW+FHRSkKnMqVOn8PDhQ5w5cwbFixdH1apVMW/ePEyePBmzZ89Gnjx5UnR+3ByXMcYYY4wxxlSgLqHptSxcuBB6enpyC732q65evSqa4EoCUNK0aVPkzJkT169fT3ZfV1dXFClSBJUqVcLUqVPx6dMnueNWrlxZBKASzZs3R1RUFB48eJDi8+OaUMYYY4wxxhjLAFOnTsW4cePkXvvVWlDy+vVr0V9TVu7cuVGoUCHxnio9e/ZE2bJlRU2pl5eXqOH09fXFoUOHpMeVDUCJZD254yriIJQxxhhjjDHGVIhLx3+cOMoAAHIBSURBVD6h2qlsejtlyhQ4Ojr+sCnuz6I+oxJU41myZEk0adIEjx8/Rrly5ZBWOAhljDHGGGOMMRViM9EULePHj0e/fv2S3cbU1FT06Xzz5o3c6zSCLY2Yq6q/pzK1a9cW/wYEBIgglPa9ceOG3DYhISHi39Qcl4NQxhhjjDHGGMsCihYtKpYfqVOnDiIiInDr1i3Y2NiI186dO4fY2FhpYJkSd+/eFf9SjajkuPPnzxcBrqS5L42+S9PAVKhQIcXH5YGJGGOMMcYYYyyZ5rjptaSX8uXLo0WLFmK6Faq5/O+//zBy5Eh0795dOjLuixcvYGVlJa3ZpCa3NNItBa6BgYFwc3MT06/Ur18fVapUEdv88ccfItjs3bs37t27h5MnT2LGjBkYMWJEqpoVcxDKGGOMMcYYYxrG1dVVBJnUp5OmZvn999+xadMm6fs0dygNOiQZ/ZamV6GpVyjQpP2o6W+nTp1w7Ngx6T65cuWCu7u7+JdqRf/66y8RqMrOK5oS3ByXMcYYY4wxxlRIzxrL9EQj4e7atUvl+8bGxoiT6e9qaGiICxcu/PC4NHruP//880vnxjWhLNXOnz+PHDlyiHbmqmzdulXMTSRBk9fSZLYS1KG6ffv26X6ujDHGGGOMscyFa0KzMQoUx4wZk2ww+bO6desmqv1VWbVqldw3Lw0bNhRB6sqVK5EZ0bkecHXGuVNu+PjxPSzLV8GA4RNRspRhsvud8jiIY4dcERn+DkYmZug3ZBzMLBI7bX/5EoOdLmtw9dIZ0STCulpt9B82AfoGhaDu9B3c5YR/Tx3Fx48fYFG+MgYMm4QSpYyS3e+UxwF4HN4pTV/fweNRzqKi9P1zJ47gysWTePrYF9GfP2HTrtPQzV8A6nbc/TCOHtyDiPB3MDYpB7uho2FuWV7l9lcu/YvdOzcjNOQ1SpYqjb/6D4VNTVvp+3tdt+DyxXN4G/pGzLllamaJnn0GwsIq5R3y09Jx90NwS0hfWWn6KiSbvj07XeTSV71mHenIebu3O+GO5zWEvH6FfLq6qFy1Bv7qNwSFChdBRom/RzeJe/STuEeroH8K7tHTHvvhcZiewbcwMjFHH5l79MP7SHHfe9+9jrehIShYUB82tg3QudcQ5NPND/WXMfQMxpcxlL4BwyeloIw5AHeZMqavKGMSn8Gz9AxeOIXAx774/PkTnHafypBnUJLGQ5SHp4/E56FVFfQbNjlFefjPESpn3sLQmPJwglw5s3n9Qjy4dwPh78Kgo5MX5lZV0K3vSJQqYwx1OulO5f0uaV70HzIWZsk8h9cun8O+nU7iOSxRqgx69huGajXrSt+/ceU8Th8/gqcBvvjwPgqLVm+BsakFMkpap4/uh/30d/XkMenfVbvhE1CydPL3fHoo9HsNmI63g171StApVQyenYYjxO1s8vvUr4UKS6cgfwVzRAe9QsDCDQjeflhum7LDesJ0nB20SxRFlJcPHoyZh8ib3sgompyH6S2LVoRmalwTytJF3rx5k0yQK0tPT0+upjSzO3ZwJ06474fd8ImYt9QZ2jo6WGQ/VgSRqlBgucN5NTr1GIAFK7egrImZ2Ccy4p10G3r/9o3/MHqyA+wXrkP4u1CsWDgV6uZ+aAdOuu9D/2GTMXeJM7S182LRrDE/SN9puLqsQsfuA+GwYhuMjM3FPrLpi4mJRpXqddCuS/JDiaen/y6ew1andejasy+WrHYSQdq8mRMQGRGudHufh/exYvE8NPnjTyxd7YRadephscN0PA98It2mVOkyGDh0NJav2wKHJWtRrHiJ+GNGpv0XOj/y38Wz2Oa0Dl169sPi1c4wNjGDQ7Lp88bKxXPR5I9WWLLaGTUV0kd59vSxPzr36CuON3G6A14GP8eiueq/LxXv0VPu+zBg2GTMWeICbW0dOM4anew9ei3hHu3Q3S7hHjUT+0juUQpaIt6Fomf/UVi0ZhcGj7aH1+2rcFrjgIwoY0667xeB57ylLiKYWmT/o2fwDHY6r0bHHnaYv3KrCLIVy5gvMdGwrm6Ldl36IqN5HNqOUx570X/YFMxeshnaOnmxePaoH+bhrs0r0aHbQMxbvl2kkfaRTaNxOSsMGjUTjmv3YtLs1eKD8eJZfyP2+3c1pQy4cpHK+zXo3GMAFq7aLMr7hfbjVD6Hvo+8sXrxbDRq1loElzVs62Hp/KkIkilnoqOjYVWhivjgn9HSI31uB11x4tgBDBwxEQ7LnMTfVTpmcvdDesmlmw9RXr64P2pOirbPa1wGNd3+h7fnr+NyjXZ4umYbKv/PAUWa/S7dpmSXlii/ZCr8Hdbhcq0OeO/lg9oeLshTVL1fMmeXPGRZDwehWRjVHtIoV7RQUFekSBHMnDlTWsMYHh4uOgobGBggX758aNmyJfz9/aVNavv374/IyEjRtJYWajJLduzYgRo1aqBAgQJivp+ePXsmmWeI0ChbNFKWjo4ObG1tcf/+fZXNcRXJNseln6n9OdWOSs7l6dOnMDMzw9KlS5MME03v01xF6kLX87jbPnTo2g81bOuLgnv4WHvxAdbz2kWV+3kc2YPGzduiYdPWKGNkArvhk5BHWxvnT7uL96km4N/Tx9B74N+oZF0DpmZWGDJ6OvweecPf575a03fCbS/ad+0v0kcf8oaNnYWId2G4lUz6jh/djUZ/tEODhPQNGD5ZBAYXzsSnj7Rs1x1tO/eBmWVirYW6HTu8D01btEbjZn/C0MgYQ0aOF38oz55S3pfBw+0AqtnUQvtOPVDGyBg9etvBpJyFqE2VqNewGayr1UCJkqVgVNYE/QaNwKdPH/Hs6WNkdPoGJ6Tv3CkPpdv/43YAVW1qoZ00fQMT0ndIvK+rmx/285ejbr3GKF3GCBZWFTFw2Bg8CfBF6Jv4ecDULf4e3YN2XfuLmkq6R4eOnZ1wj15IwT3aBqWNTNF/+JSEezR+gAXDsuUweqojqteqh+Ily6CidQ10+WsY7ty4jO/fv2XAMxhfxlANxbCx9iJ9yZUx/xzZjUYKZQyNTHghoYyRPoNd+sDMqhIykkjjsT1o22UAbGo3EF9aDRmTkjzchYZ/tEd9SR4Oi8/Diwl5SBo37wCritVRtHgpEZB2/mso3oaFIPTNKzWljsr7vWjcvA0aNmsl8oI+lMuW90nS5bYP1ja10aZTL5Q2NEa33oPFc3jS/YB0m/qNW4gvMStVrYmMltbpE39Xj+5Dh259RXBDf1dHjJsZ/3f16iU1pw4IPXkRfrNWIuTomRRtX3Zwd3x+GoxHkxzxwecJnq13xeuDJ2EyOvELV5Mx/RHksg/B2w7hw6PH8B4+C98/RcOwXydkBE3Pw/SWFUfHzew4CM3itm3bJpoD0tDKFMQtX74czs7O0uDO09NTDK989epVUWBQE1lq9lm3bl3R9JXm9Hn16pVYJkyYIPaj92l4Zhp2+ciRI2KIZmWT4k6cOBHLli3DzZs3xXxFbdq0EfumFp03ja5FQ0hLzsXIyAgDBgzAli1b5LaldRommgJUdXkT8hIR4W9RqWoN6WvUVK+cRQWVweK3r19FEyoKLiVy5swpPkz4+8bv8yTAB9+/fUMl68QPGFTQFylaXK1BaGhC+irKnEd8+irC39c7+fTJfDgS6bOuCX+fjGtqpIjux8cBfqhSNX5+LMl50rqfzwOl+9DrstuTqtVrwlfF9vQ7Th8/Jq4ZNfVVJ/rdT0T65O+zylVtVJ6v8vTVUnk9yKePH8WXP7r51dtEVfYepaaYlaxrpfIe9UHFqrXkrg3d5wHJ3KOfPn1A3ny6yJUrdwaUMTV/ooypqbKMyUxU5aGpRUUEJJOHgY995MomaR6q2Cc6+rMIUCkgLVykeDqkRHVeVFYoD6kZu5+K/PP3eSDel2VdvXayz2FGSY/0Se552W3ofqCmoaqOmZno21ZF2Lmrcq+Fnr4MA9v4sS9yaGlBr3pFhJ29krhBXBzCzl2Bvm01dZ8u52EaoM/Q6bVkV9wnNIujUaxWrFghPiBaWlrC29tbrFMtKQWfVFtJAadkmGbangLLLl26iNpT2o9qO2VR8CdhamqK1atXo2bNmvjw4QPyy3wInTVrFpo1ayYNhsuUKYPDhw+ja9euqUoDnQcNCU21tbLnQoGvvb29CLBr1aolPnDTCF+KtaOKYmJixCIrNfMWKaK+E+I89eWb0NA69cFTJioqArGx36FnkHSfl8HPpMfNnVsrSf8scdyIt1AX+iMi+b1JziPhPUXvJelT2KegvgFevghEZvE+KlKcp76+gdzrevoGeBH0XOk+lKf0vizaXzGvPW9cwQrHuaL5qkGhwpjlsBQF9fQzJH1Jz7dQsumj92XR/qruZdFvectG/NagCfLl00VGkNyHBZPcb4Wkz2dK71Faf/Ximcp9juzdjEbN1TtoGgVnknOTReuS91SmL5kyJjOJ+JU0Ksl3xTSe+ecA9mxbg5jozyhZuiwmz1mL3FpaUAdpea8kbS+CVT2Hb5VfCzWW/RmZPkl5o/TvTia8Boq0ixdBTEiY3Gu0rqVXADl1tKFloIecuXMj5o18WmJC3kLX0lTNZ8t5yDInrgnN4qgZLAWSElSjSE1uHz58KGpIa9euLX2vcOHCIlB99OhRssekCWqpVpNqI6lJboMGDcTrz5/LF1T0u2SHgE7JsVODJtJt1aoVNm/eLNZpjiIKLimATs7ChQtFYCu70Gspdfn8SfTr0kS60EAtmuS/8ycwoGsj6aLOZoeapFKVali6xhkLlq4TNYnLFs1W2bcmq6J7f/nCWYhDHAaPGK/We9Sua0Ppoo57lGpAl84dh9KGJujYY1C6/i4qY/p3aSxdqEWEpqE8HNitgXRJ7zys26AFHFbswPQFG8VAR2uXTON+aYyxNBMbG5duS3bFNaFMzsePH9G8eXOxUM0pNbOl4JPWv3z5ovbzGThwIHr37i1qd6kpLo26SzWmyZk6dSrGjRuXpCb0wbMPKfqdNrV+lxtd8uvX+HTTQBgGhRJHB6V1Y1NzpcegUTZz5syVpJaG9pGMfEs1GN++fcXHD+/lakPFNvqFkV6o/5vsyJJ0DqrSV1ZF+gpI0iczOAiJigiHXjqee2oVKKgnzjNCITikYFHVCMT0umIwGaFkexo4pmSpMmKhfpMjBvXE2VMe6Nj1L6g7fUnPN/E+U0Sv0/s/uh4iAF00C6GhIZi9YKVaa0FV3aNRCvcorRul8h6ldcVv7j9/+ogls8dAJ28+jJnmKL7AS0/xZUwFuaZyqp9Bi+TTp7SMyfhnkPJQti+4bDmqr5hGE4tUljNJ00jNAGmhANTMojKG9GqCW9fOo0795khvBZO511Q/h4VV3JsZn3fqSJ9kP6X3vInyZzozoVpPqg2VRetfI98jNjoGX8LCEfvtG7SLyeendvHCiHktX4OqDpyHLDPimtAs7vr163Lr165dg7m5OSpUqCA+RMq+//btW/j6+or3CDWB/a4weqCPj4/YbtGiRahXrx6srKyUDkok+V0SNAiSn58fypdXPe1FcpSdC6E+rLq6utiwYQNOnDgh11RYFQo4qa+r7JKa5rjUH4yGIpcs1IGfCuP79zyl29AgNI/9HsJcxWAf1AzMxMwS971uSV+LjY3Fg3ueMLeM34cGIsqVO7fccamJWVhoiMrjpoX49BlKF6r5ofQ9uHdTIX0PYG5ZOdn0ye5D6bvvdRPmVsr3yQhaWlooZ2YB77vy+eB197YIHJWh173uJW5PvO54wlLF9hI0uMDP9In+1fSZKkmf993bKs+X0ud977bca/fu3JS7HpIA9NXLYNjPXyGCXXVSdo/qJblHP6TgHrVKco8+8LoJM5l7lI7jOGsUcuXWwrgZS5Enz8833f/p9CWUMVQ+pLaMeeDlqbKMyUiUxuIlDaVLaUPT+Dz0SsyPz58+4InfA5glk4c00NBDL8U89FS5D6Gae+p/p67nUVrey+SfKA/v3YKFivwzt6qI+zLPLfFSeA4zi/RIX7HipeL/rspsQ/d8gO9DlcfMTCKu3UXhxonTdpEiTeoi/Npd8XPc16+IvP0ARRonthhDjhwo3KgOIq7dUffpch6mAe4TmvY4CM3iqJaSav0ouNy9ezfWrFmD0aNHi0C0Xbt2YrCfy5cvi0GG/vrrL5QuXVq8ToyNjUU/z7NnzyIsLAyfPn0STXApIKTjPHnyRPQrpUGKlJk7d67Yl0bFpf6bNDqvZMTb1KJzoYCZBkGic6HCkeTKlUscm2o3KU2yTYDVhZo7t2zbFUf2boPn9Ut4HvgYG5bPFd/80UiWEg7T/5Yb2bBV++7496QbLpz9By+CArF5/RLEREeL0WQJfWvfqFkb7HRZjQdet8RARRtXzRcfOtMzCFWWvhZtu+HIvq24df0ingcGYOOKOaK2wkYmfQtmjMQp9/3S9Zbteog5DS+e9cCLoKfYsmFxfPqatJLrUxL4xA8hr4LFetCzx2Kd5mdUlzYduuLMSQ/8e+YEgp8HYtO65aLfWONmLcX7q5fNx86tm6Tbt2rbGXdv3YDbob0IDnom5gR9HOCLlq07SAc+cd22SQzO8ObNazz298W6lYvw7m0Y6vzeUG3pkk+fO86fOS7S57RumUhfo2Z/StPnuvV/0u3/FOm7DrdDe/BCpG+zGPm2ZeuO0gB06YKZeOzvg9ETZoppLsLfvRWLuoNs+Xu0O47s2yLu0aDAAPxPeo/GdxcgC2aMSHKPnj91VOYedUy4R1snBqD2o8Rrg/6eLmpE6Z6lRZ3Te0iewcN76RmkMiZAlDH6CmXM/OkjxTQuEn+27yHKmPj0URmzWEzrISlj5J7Blxn3DErT2KY7ju7bjNsJebhx5ewkebhw5nCc9tgnXW/ZrqfIw0vn3EUebt1IefgZ9RPS+Ob1C7gd2IqnAY8QFvoafo+8sMZxqhj109omcT7D9NaqfTcxV6KkvHdZvzShvI8vD9ctm4fdWzckpqttV9y7fQ3uh3aL53C/q4v4G9C8dWfpNjQ3KOXVi+dPxTpNlUTrqvrqZ6X0ib+r7brisMzf1fXL58X/Xa1TL0OmaClobSUWks+kjPhZx7CkWLd0GAfrLY7S7Z9t2oN8JoawWjhR9PEsO7SnmJLl6aqt0m2ertwCQ7uuKN27PfJbmaLSutnIrZsXQdviRyJXN03PQ5b1cHPcLI6mYPn8+bMYuIcCNgpABw8eLN6j5qu03rp1a9GUlkaV/eeff0TtCaEBi4YOHSqauFLtJw00RNO00PQq06ZNEwMSVa9eXQwE1LZt2yS/m2pL6fjUB7Vq1aqizyYFsD+DRubt27evqKWl9NAULRSYEjs7OyxYsEBMKZNR2nT6SxTWzmsdxdQqlhWqYMqc5XK1JiGvX4iBNCTq1GuKqMgIMQE9deCnpq20j2zTl94DR4mCfMXCaaJJXpXqtTFgWPwoxerUumNvkT6XdYviJ5GvUAWTZ69USF+wQvqa4T2lb5eTGFiE0jd59gpR2yFx9vghHNrjIl2fN3Wo+Hfw6BnSQCC9/Va/sZi/c8/OzSIfTEzNMGPuEmk+hIW+QY4cid/HWVWohDETZ2L3Dhe4bnNCydJlMGnGfBgZm0pHFKRBf86fPYmoyEgUKFgQZuZWcFi8WkzXom6/1W8i7jNJ+oxNzTB97lKZ9IUgp0y/casKlTF6oj327HDGLiXpe/c2FJ7X/xM/T/hbvuXB7IWrRF/YjBB/j37G5nULE+5Ra0yavUruHqWARPYeta3XTFybg7s2JdyjFpg0e6X0Hg187CtqU8n4IfLTJqxwOixGWFVvGfMZzmsTn8Epc1YoKWMiFcqYcBxwdRaBSXwZQ89gYhlz5vhhHNqd+AzOnRI/5+QQegYTPnyqS6uOfUQ5s3n9gvg0lrfGxFk/zsP3UeHSPDQysRD7SJoEamnlge/DuzjptgcfP0ZBT68QLCtWg/0ilyTNrtNT3frx5f3+nc6J5f3cZXLPYY6cic+hZfnK+HvibOzdsQl7tv9PtLqZMH0hDBOeQ0If7DeuXCBdX714lviXpm3p0stObWlLr/S17dRL3PNOaxYn/l2du0wtrREU6dlUQp2zO6TrFZZOE/8GbT8EL7up0C5ZFHkTAlLyOTAYN9sOQYVlU2H8dx9EB7+G95AZCDt9WbrNq/3HxZygFrNGQbtEUUTde4QbrQfii8JgReqi6XmY3rLzVCrpJUdcdq4HzuJoBFwK/miqFU126dIlNGnSBEFBQShe/OeH3L/tp7mjtVW3KAxPX80aFEdWDUsD3A94DU1WyawEvAMyZh5OdahsVhw3fRODC01T01Ift/yUj9SrKWwsCuGGj3prUNWplpUe7virv7+eOlUzL6LRaaT0eWhZQlO1+uqr0fknycPMyG5eaLod22VmUWRHXBPKMi0aCTc0NFTUztKIuL8SgDLGGGOMMfYzuCY07XGfUJZpUR/XsmXLIiIiAosXL87o02GMMcYYY9lQbFxcui3ZFdeEZmHnz5+HJqMBiWhhjDHGGGOMaQ4OQhljjDHGGGNMBW6Om/a4OS5jjDHGGGOMMbXhmlDGGGOMMcYYU4EnE0l7XBPKGGOMMcYYY0xtuCaUMcYYY4wxxlSI5T6haY5rQhljjDHGGGOMqQ3XhDLGGGOMMcaYCjw6btrjIJQxxhhjjDHGVOCBidIeN8dljDHGGGOMMaY2XBPKGGOMMcYYYyrExcZm9CloHK4JZYwxxhhjjDGmNlwTyhhjjDHGGGMq8BQtaS9HHPe0ZYwxxhhjjDGluk14lm7H3ru0LLIjrgll2YZ3QAg0VWWz4hqfPk/fcGiyGpYGuO33FpqqukVhePm/gaaqYl4Mt/zeQZPZWBTS+DzU5PRJ0vh7mwvQVJePNcAd/zBoqmrmReChZQlN1uqrLzIjrrNLe9wnlDHGGGOMMcaY2nBNKGOMMcYYY4ypEMd9QtMc14QyxhhjjDHGGFMbrglljDHGGGOMMRW4JjTtcRDKGGOMMcYYYyrExsVm9CloHG6OyxhjjDHGGGNMbbgmlDHGGGOMMcZU4Oa4aY9rQhljjDHGGGOMqQ3XhDLGGGOMMcaYClwTmva4JpQxxhhjjDHGmNpwTShjjDHGGGOMqRAXxzWhaY1rQhljjDHGGGOMqQ3XhDLGGGOMMcaYCrGxPE+oxtSENmzYEGPGjEl2G2NjY6xcuTLZbXLkyIEjR46InwMDA8X63bt3kV5mz56NqlWrQp22bt0KfX19ZGVplTcpuW8YY4wxxhhLy4GJ0mvJrnKnNgCgAOxHgWFauXnzJnR1dVO8vaGhIV69eoUiRYqI9fPnz6NRo0YIDw/P8kEcyzjH3Q/B7eAeRIS/Q1mTcrAbOhrmlhVUbn/l0r/Ys9MFoSGvUbJUafzVfyiq16wj3vv27Rt2b3fCHc9rCHn9Cvl0dVG5ag381W8IChWOv2+zehrJXtfN+O/iObwNfYPcuXPD1MwSPfoMgoWV6mOmd1+Og7uc8O+po/j48QMsylfGgGGTUKKUUbL7nfI4AI/DOxEZ/g5GJmboO3g8yllUFO99eB8pjul99wbCQkNQsKA+bGzro0uvIcinmx8ZkcYDrs44d8oNHz++h2X5KhgwfCJKljJMdr9THgdx7JCrNI39hoyDmUViPn35EoOdLmtw9dIZfP36FdbVaqP/sAnQNygEdTpB9+ih3dJ7dMCQMcneo1cv0z3qLO7REqXK4K9+8s/hnh1OuO15DW9ev4x/Dq1roFe/oRn2HMbnH92j8flnIfJvUgry7wDcZfKvr8i/+HuUnD1xBFcunELgY198/vwJTrtPQTd/AWQETc9DTU+fhF0vY7T5owQK6OaG96MoLF3vj+BXn1VunzMnMKCHMf5oVAyF9fMg7N0X/HP2Nbbtff5Lx00PJ92pPNwlfZ76DxkLs2Ty8Nrlc9i300mahz37DUO1mnXlnuv9VC6fPCYtl+2GT0DJ0sk/1+mh0O81YDreDnrVK0GnVDF4dhqOELezye9TvxYqLJ2C/BXMER30CgELNyB4+2G5bcoO6wnTcXbQLlEUUV4+eDBmHiJveqdzapgmUHtN6JcvX1K8bdGiRZEvX74Ub58rVy6UKFFCfOhlLC38d/EstjmtQ5ee/bB4tTOMTczgMHMCIiPClW7v89AbKxfPRZM/WmHJamfUrFMPix2m43ngE/F+TEw0nj72R+cefcXxJk53wMvg51g0dyo0JY2kVGlDDBw6BsvXbYXDknUoVrwEHGaOR2RkBDKC+6EdOOm+D/2HTcbcJc7Q1s6LRbPGiABLlauXTsPVZRU6dh8IhxXbYGRsLvaJjHgn3g9/FyaWnv3/huMaVwwZPRNet69h05r5yAjHDu7ECff9sBs+EfOWOkNbRweL7Mf+II1nsMN5NTr1GIAFK7egrImZ2EeSRkLv377xH0ZPdoD9wnUIfxeKFQunqv8edV6LLj36wXGVszjP+fbjVd6jvo/oHp2Dxs1aYfFqF9SyrYfF86fJPYdPHvuhc/e+cFzlggnT5uPli+dwnDcFGYXy76T7fhF4zlvqAh2dvFhk/6N79Ax2Oq9Gxx52mL9yK4xMzJPk35eYaFhXt0W7Ln2RkTQ9DzU9fRK9Ohmic+vSIkAcPOEOPkd/x/K5lZFHK0cy+xih/Z+lsGJjAHoNv4kNW5+gV0dDdG5T+peOm9auXKTycA069xiAhas2izxcaD8u2TxcvXg2GjVrjUWrt6CGbT0snT8VQTJ/C90OuuLEsQMYOGIiHJY5iXKZjpncc51ecunmQ5SXL+6PmpOi7fMal0FNt//h7fnruFyjHZ6u2YbK/3NAkWa/S7cp2aUlyi+ZCn+HdbhcqwPee/mgtocL8hRV75eU6hAXF5tuS3aV4iC0X79+uHDhAlatWiWaVdKirJkoNY2l9xSbrzo7O8PExAQ6OjrS9+ibvpEjR0JPT0/UXs6cOVNu9CnF5rj+/v6oX7++OEaFChVw+vRplU0+6WeqBSUGBgbidUrD9u3bUbhwYcTEyBcA7du3R+/evfEzKG3ly5cX52VlZYX169dL36tbty4mT54st31oaCi0tLRw8eJFsU7nMmHCBJQuXVrU/NauXVvU4v6so0ePonr16uJ8TE1NMWfOHHGtJeha0Dl36NBBBPnm5uZwc3OTO8aDBw/QunVrFCxYEAUKFEC9evXw+PFjabv4uXPnokyZMtDW1hb5e+LECbn9b9y4gWrVqolzqFGjBu7cuZPkPO/fv4+WLVsif/78KF68uLj+YWFh0vc/fvyIPn36iPdLliyJZcuWQd2OHd6Hpi1ao3GzP2FoZIzBI8eLPyLnTnko3f4ftwOoalML7Tr1QBkjY/ToPRAm5SxETSPR1c0P+/nLUbdeY5QuYwQLq4oYOGwMngT4IvRNCDJCWqeR1GvYDFWq1UDxkqVgWNYEfQeNxKdPH/Hsafw9pE5Uppxw24v2Xfujhm198UF92NhZiHgXhlvX4p9BZY4f3Y1Gf7RDg6atUcbIBAOGT4a2tg4unHEX7xuWLYcxUxeheq16KF6yDCpa10DXv4bizo3L+P498XlTVxqPu+1Dh679RBrpw9PwsfYiSPZMJo0eR/agcfO2aJiQRrvhk5BHWxvnT8en8dPHD/j39DH0Hvg3KlnXgKmZFYaMng6/R97w97mvtvS5H9mLJs3boFGzVjA0MsHgEROQR1sH504rv0c9pPdoT5QxNEb33gNhWs5C1FRJn0OHFXLPod3QsRn2HCbeo/H5RzUww8bai3s0ufz758huNFLIPyqTLyTkH2nZrjvadukDM6tKyEianoeanj6JLm1LY/u+Z7h8/S0eB36EwwofFC6kjXq2qmtnK5UviMvXwnDV8x1ev4nB+SthuHE3HOXNC/zScdOax5G9aNy8DRo2ayWeJwocZctDRVTmWtvURptOvVDa0Bjdeg8WfwtPuh9ILJeP7kOHbn1FgErl8ohxM+PL5auXoG6hJy/Cb9ZKhBw9k6Ltyw7ujs9Pg/FokiM++DzBs/WueH3wJExG95NuYzKmP4Jc9iF42yF8ePQY3sNn4funaBj265SOKWHZLgil4LNOnToYNGiQaPJKy/fv31O0b0BAAA4ePIhDhw7J9Qnctm2bqLWkgIWOv3z5chEcKUOBT8eOHZEnTx5cv34dGzduTBLcKTbNpd9JfH19xfnS7+jSpYs4b9mg682bN/Dw8MCAAQOQWq6urrC3t8f8+fPx6NEjLFiwQATTlDbSq1cv7NmzRy643rt3L0qVKiUCO0KB+NWrV8V2Xl5e4hxbtGghgu7UunTpkgjcRo8ejYcPH+J///uf+LKAzk8WBaZdu3YVv+/PP/8U5/nuXfy35y9evBDBPn2YOXfuHG7duiWujSSQpetIAeHSpUvF/s2bN0fbtm2l5/vhwwcRwNIXBbQvfRFBQbasiIgING7cWASqnp6eIogNCQkR5yQxceJE8cUHBdWnTp0Sgfnt27ehLtT08EmAH6pUrSF9LWfOnKhc1Qa+Pg+U7uPn8wBVqtrIvVa1ei3xuiqfPn4UXwzo5ld/E051pJF+x+njbqKJqrFJOahbaMhLRIS/RUXrmtLX6FyoWa2/r/ImQ9++fsXTAF9UqlpT7rpUsq4Jfx/VzYw+ffqAvPl0kSuXeltjvElIYyWZfIxPYwWVwaI0jdbyeU9p9veN3+dJgA++f/sm0i1BH7aKFC2utiA08R61kTtPumdV3XN+Pvfl7mliLe5R1edMX5Jk1HOYmH81fyL/aqrMv8xC0/NQ09MnUaq4DooU0sbNu4k1gx8/fcdDvyhUsiqocr/7j6JgY20Aw1J5xbqZsS6qlNfDtVvvfum4aUnyPFVWKPOpu4yqPPH3eSDel2VdvbY0zyXPtew29FxT897k8jmz0LetirBzV+VeCz19GQa28eOi5NDSgl71igg7eyVxg7g4hJ27An3batA03Cc07aX4kxLVVlIASDVn1ORV0vw1pU1wqQaSmtcqBoorVqwQhaqlpSW8vb3FOgW6is6cOQMfHx+cPHlSBHCEAj6qSVOGzq1QofjmAMWKFZOrse3Zsye2bNkigj2yc+dOGBkZiT6vqTVr1iwRkFGATKi2VxL89e3bVwRVNJDO5cuXpUHnrl270KNHD5Hu58+fi3OhfyXpooCNgjJ6ndKYGhRcTpkyRfxuQjWh8+bNw6RJk8S5SlCtMJ0Dod+xevVq8WUABb/r1q0T+U1BMdXYEgsLC+m+FHzSFwDdu3cX646Ojvj3339FrTXtS+mjLw1cXKhJmQ4qVqyI4OBgDBs2THqMtWvXigBUNn2bN28W94Sfn5+4FrQ/5U2TJk3E+xTYU+3rj1DNsmJNNwXUqfU+KhKxsd+hp28g97q+fiG8CJLvyyJBfYHofVm0P72ujOhvt2UjfmvQBPnypbz/c1pJzzR63riClY5zRLMyg0KFYe+wDAX11N83mz4ExJ+j4jkXkr6n6H1URMJ1kd+noL4BXr4IVLnP4b1b0Lh5O6gb9V9SnUbl916UJI0GSfd5GfxMetzcubWS9CEUx41Qfu3S7x5Nes+9SDhPRZRmxe3pno2Qaaaa9DncgN/qN82Q5zAymXtU8p7KezSZ/MssND0PNT19EoUM8oh/wyO+yr0eHvFF+p4yOw88h26+XHDdUBOxsXHImTMHNu14itMX3vzScdOStDxU8gy+CFb1t/Ct8mc2oWyMSK5cVlP5+Su0ixdBTEhi6zRC61p6BZBTRxtaBnrImTs3Yt7IpyUm5C10LU3VfLYsK1LL1/Vly5ZNEoASW1tbuaa7VNNKAR3VVCoGuFTLSAGKJFCTbP8zKMitWbOmqPGjJrBUU0hBmey5pAQ1F6UmqnZ2dnKBM9UYUhBHKN1//PGHqDGlIPTp06ei1pOCVEKBN6VXNsgjFERRs+HUunfvHv777z+5mk86fnR0ND59+iTtY1ulShXp+9QEmJrdUo0wodpqOldJACorKioKL1++xG+//Sb3Oq3T75bkFR1ftum1Yl7RthS4UlNbRXRNP3/+LL68oKbJEvSlAn1Z8SMLFy4UwbgsCsA7/ZUYBGcGdJ8sXzgLcYjD4BHjoWkqVamGJWtcxAe0MyeOYfmiWVi4/H9JAt609t/5E3BZ7yhdn2if/s24qYZiydxxopawY4+kX6KltcvnT8J53WLp+iT7pen+OzWVeA4X0Rd0cRikpueQ8s9lXeI9yvmX9fIwO6SvWYNimDgi8bPJpLk/N9hM49+LimPNWfoIT59/grmpLkYNNBMDFJ04l3FNixlLjexcY5kpg1BqqiDbzFTSLEVRaka4VQeqgbO2tha1sxQgUv9Hao6bWtTslDg5OckFS0Q2iKamrqNGjcKaNWtELWHlypXFIjkGbUvNVhUDb2UBWkrOiQIwSc2sLNmgUDHApABcMgdS3rzxTWbSE51nmzZtRC2qIur/SU24f9bUqVMxbty4JDWhfkGpGxSnQEE95MyZK8mgBPRNtaqRQel1xW+yaX/F7SUfKkJDQzB7wcoM+2Y7PdNIA6uULFVGLNSfaeSgHjh7ygMdu/6F9ER9NCUj2JJv3+LLJBqsxaBQYv8iWi9raq70GAUK6idcF/l0RkWEQ09f/suhz58+YvHsMdDJmw9jpzmqZWA0m1q/y42A+vXrF5VpNFaRxoKSNCrUlNI+krykWja6fh8/vJerDRXbKFyH9L9Hld1zys+Bzl9xe3FP6yt7Du0R9uY1Zi1YpbbnMD7/Ksg1BVR9j8p/QZnkHlWaf+rJm+ych9khfZdvvMVDP0/peh6t+B5cBvpaeBueOMikgX4eBDyJ/zykzPD+pnA9EISzl0LF+pNnH1GiqA56dzESQei7hGOl9rhpSVoeJsnD5P4WFla6veRvhGQ/pc+1ifJyOTOhWk+qDZVF618j3yM2OgZfwsIR++0btIvJ3+PaxQsj5rV8DSpjvzw6LjXHle0HSrV879+/FzWCEqmZB5L6dsq6du2aGCRHWTNfGvgnKChI9O2U3f5H50uU9V0dOHCgqAGlJq9NmzYVtaypRYPpUM3skydPYGZmJrdQs1yJdu3aiZpIamJLQSgFpbIBMZ0f1UIqHkPS7Dk1aEAi6gOreCxa6EuDlKBaTOpbquwLBaoxpTRTbassWqc+oJK8or6ilGZVeUXnScE/DT6leJ70pUW5cuVEoCx7j9BUO9RU90co4KTzlF1+pjku/X5TMwt4370lfY0Cde+7t2FplRgAyKJgy/uefL/Ve3duitcVA9BXL4NhP3+F+ACTUdIrjaq+RZQES+mJ+mSWKGUoXUobmogPCw/u3ZSruXzs9wDmlvFfBinKraUFEzNLuX3outz3uglzq8pyx1k0a7QIPMfPWIo8eVJ/n/18GstIFxpEg9J4/56nQhofwlzFgDSSNN73ks/7B/c8YW4Zvw8NRJQrd26541JTT5qSRtVx0+0evadwj967pfKes7CqJHdPE687nuJ1xQ/3r18GY6aan8Mk92hC/tG1T23+PfDyVJl/mYUm5mF2SN/nz9/x4lW0dKFazLB3MahhndiaJV/eXKhgURD3faJUHkdHOxdiFSosvlOz3ITGZy9Don/quGlJWh7KPIOizBd5qPx5MreqiPtJ8jDxb2Gx4qXiy2WZbei5DvB9qPKYmUnEtbso3NhW7rUiTeoi/Fr85/y4r18RefsBijSWaemWIwcKN6qDiGtJB6PM6mLjYtNtya5SFYRSwEBBAY08S6OYUu0fNe+cNm2aaEJJARYFdilF/SCpxoqCpt27d4uaQhpQRxkKFKnJKvV1pKacFCRNnz79h82AqYbP3d1djEgrqbmU9AulfopUi/kzAxJJUK0jNf+kPpUUIFHzWgpsaZAlCQqqaPRdGrCImqpK+mISShMFpTSYEA3cRM11qW8mHfNnamdpkCSq4aXzoiCPfh/17ZwxY0aKj0EDJVGzW+rzSYMG0YBDO3bsEPkkGTCIajBpgCV6jfqg0pcPkryja0vXnZooU//Yf/75R/QjlTVixAgxEBJdC5oPlu4f6u/bv39/EZRTLTA1c6bfRYMj0Ui61GQ6pYF0WmnToSvOnHTH+TPHEfw8EE7rliEm+jMaNftTvL962Xy4bo1vWk3+bNsZd29dh9uhPXgR9EzMl0mjGbZs3VH6oWLpgpl47O+D0RNmIvb7d4S/eysWZUF/VkxjdPRnuG7bJAZnCH3zGo/9fbFu5SK8exuGur/Hj1itTnQvtmjbDUf2bcWt6xfxPDAAG1fMgX6hImJeT4kFM0bilPt+6XrLdj3EnI0Xz3rgRdBTbNmwGDHR0WjQpFViAGo/SlyrQX9PFzWi1EeIFspXdaexZduuOLJ3GzyvX8LzwMfYsHyu+PadRluVcJj+t3TkRtKqfXf8e9INF87+gxdBgdi8fkl8Gpu2lg6i0ahZG+x0WY0HXrfEQEUbV80XgZG6glDSun03nKV79OxxBAcFwml9wj3aNP4eXbPMAa5bNyami+7R29dxLOEe3ee6GY8DfNBC5jlctnCmuG9HTbAXHzbDw9+KJSOeQ8k9engv3aOUfwEi//QV8m/+9JFiGheJP9v3EPkXf49S/i0WX/5J8o/Q/Rj4xA8hL4PFetCzx2Kd5rlVJ03PQ01Pn8R+txfo280Iv9UqDNOyupgxzgpv38Xg0rXEmq+VDlXQsVVi16n/br5Fn65lUadGIZQopo36toXRrX0ZXLwalqrjprdW7buJ+Twl5aHL+qUJ5WF8mb9u2Tzs3rpBuj2VufduX4P7od0iD/e7uogysnnrzonlcruuOCxTLq9fPi++XK4TP0aIuqdoKWhtJRaSz6SM+FnHsKRYt3QYB+stia3Tnm3ag3wmhrBaOFH08Sw7tKeYkuXpqsTP+U9XboGhXVeU7t0e+a1MUWndbOTWzYugbYmj5WsKHpgo7aWq3RgNmENBINV4UZ89Cpho4BgKFCiYowFkaCTUwYMHp+h4FHjRcWrVqiVqPymIUbUvBR+HDx8WgQltTwExBX40kI4q1N9TMlAPBTf0+yRBMvXZ7NSpkwj0KED8WVSjSoH4kiVLxHWggJOa2tJgRLIo0KRRaGnUWRoESRYFrQ4ODhg/frzop0rT1VB/WRphNrVopFoKumkKFQoU6RtamjaGzjOlqC8qBX6UngYNGoi8oWlYJP1AqWlxZGSkOF+qwaX7gUYbplpsQgHksWPHMHToUFHTS+/TudD1lpDUptIAR9QkmvrA0pcGlJ+SQJOuqaTZLk0TQ7+Pfq86/Va/CaIiI7Bn52YxyICxqRmmz10qbWZDNUI5ZfoSW1WojNET7bFnhzN2bXNCydJlMGnGfBgZx3fSf/c2FJ7X42uRJ/wt/+XH7IWrRD9KdUvrNFL+0R/kC2dPICoyEgUKFkQ5cyvMW7xGTNeSEVp37C0+TLisWySmHbGoUAWTZ6+Uq7kMeR0sBnuRqFOvGd5HRuDALicxOAw13Z08ewX0EprXBT72EbWpZNyQ+A8dEiudDqFo8cQPYerQptNfIo3Oax1FGi0rVMGUOcsV0vhCIY1NRd4fcHUSeU9ppH1km5/1HjhKfJhasXCaaDZapXptDBgmP9q1uu7RvTtdVN6jOSTVKvRhqjzdo7Owe4cTdm3fJJqET5q+QOE5vCx+njiqv9zvmr1gNSpmwHMYn3+f4bw28R6dMmeFkvyLVMi/cBxwdRbBZnz+0T2amH9njh/God0u0vW5U+L7xg8ZPUP64VodND0PNT19Eq4Hg6CjkwuTRlogv25ueD+MxPhZ3vjyNfGDdOkSeaFfMLHLz4r/BWBQL2OMH2YOAz0t0RfU7cQrbNnzLFXHTW9168eXh/t3OieWh3OXJZuHf0+cjb07NmHP9v+JVikTpi+EYUIekradeonn2mnN4sRyee4ytbWakaVnUwl1zu6QrldYOk38G7T9ELzspkK7ZFHkTQhIyefAYNxsOwQVlk2F8d99EB38Gt5DZiDsdPx9SV7tPy7mBLWYNQraJYoi6t4j3Gg9EF8UBitiTJkccYqdOrMRCppp5FYKZpnm8w7Q3AEQKpsV1/j0efoqnzBcU9SwNMBtP839w13dojC8/OMHP9NEVcyL4Zaf8pFNNYWNRSGNz0NNTp8kjb+3uQBNdflYA9zx19z+iNXMi8BD68cDNGZlrb7Gt7rLbJr1km96nZZOu8pPe5eWqNXh33//LSqHqJKAKoRoqkVV485Qa1fZLoWy9u3bJ51ZRNlgrtSqVTJzRkqodzK7TIL6FtKck7SsX78+o0+HMcYYY4wxxtIUtcSk8XROnz4tmvJTy1BqdUpdKJWhMXJkx98hmzZtEq0TFafFpJacsi1SZafDTIlsGYRSE1EKRKmJqOKUH1Qz+uyZ8nm9aFoV2UGFMkJmPz/GGGOMMcY0SXr23YxRMb/9zwyqKYvGhaFBUWnslRo1aojXaPwd6h5IY7XITnspQV3wFAdGpe6QXbt2TVJ7SkHnzwyimq2DUKpqVoUG0VHV6Z9Gw81omf38GGOMMcYYYymzUMX89jTOzq+4evWqCBQlAahkoFdqlksDzXbo0OGHx6ApJGnw0XXr1iV5jwYZpTFnTE1NxTgwVMuqrJmuKtkyCE0ODY6TmWX282OMMcYYY0yTxKXjVCpTVcxv/6tev36NYsWKyb1GU8oVKlRIvJcSLi4uYurFunXryr1OA6A2btxYDM566tQpDB8+XAwmSoOXphQHoYwxxhhjjDGWAbRT2fSWZv2gLoU/aor7q2gGE+o7SlNMKpJ9jbo5fvz4UfQb5SCUMcYYY4wxxtJAbCaaz3P8+PHo169fsttQE1nqr0lTKcqiOYhpxNyU9OU8cOAAPn36JKa4/JHatWtj3rx5om9rSgNqDkIZY4wxxhhjTIW42PRrjptaRYsWFcuP1KlTBxEREaJfp41N/DQw586dQ2xsrAgaU9IUt23btin6XdRv1MDAIFU1uhyEMsYYY4wxxpgGKV++vJhCZdCgQdi4caMY2HTkyJFiLk/JyLgvXrxAkyZNsH37dtSqVUu6b0BAAC5evCgGRFVEc46GhITA1tYWOjo6YvqXBQsWYMKECak6Pw5CGWOMMcYYYywDpmhJT66uriLwpECTRsXt1KkTVq9eLX2fAlNfX1/R7FbW5s2bUaZMGfzxxx9JjqmlpSVGyx07dizi4uJgZmaG5cuXi2A3NTgIZYwxxhhjjDENU6hQITG4kCrGxsYikFRENZu0KEO1q7T8Kg5CGWOMMcYYYywDpmjJrnJm9AkwxhhjjDHGGMs+uCaUMcYYY4wxxjSsT2hmxjWhjDHGGGOMMcbUhmtCGWOMMcYYYywLzBOqMeIYY2kqOjo6btasWeJfTaTp6csOaeT0ZX2ankZOX9an6Wnk9DH2a3LQ/zI6EGZMk0RFRUFPTw+RkZEoWLAgNI2mpy87pJHTl/Vpeho5fVmfpqeR08fYr+E+oYwxxhhjjDHG1IaDUMYYY4wxxhhjasNBKGOMMcYYY4wxteEglLE0pq2tjVmzZol/NZGmpy87pJHTl/Vpeho5fVmfpqeR08fYr+GBiRhjjDHGGGOMqQ3XhDLGGGOMMcYYUxsOQhljjDHGGGOMqQ0HoYwxxhhjjDHG1IaDUMYYY4wxxhhjasNBKGOMMcYYY4wxteEglDHGGGOMMcaY2nAQyhjL9m7fvg1vb2/p+tGjR9G+fXtMmzYNX758gSb6/v077t69i/DwcGiKx48fY8aMGejRowfevHkjXjt+/DgePHiArK5BgwbYvn07Pn/+nNGnwn4S5d2nT5+k68+ePcPKlStx6tQpaIK+ffvi4sWLGX0ajLEsgucJZYz9UFBQEHLkyIEyZcqI9Rs3bmDXrl2oUKECBg8ejKyuZs2amDJlCjp16oQnT56gYsWK6NChA27evIlWrVqJD4pZ3ZgxY1C5cmXY2dmJAJSCmitXriBfvnxwd3dHw4YNkZVduHABLVu2xG+//SY+CD969AimpqZYtGgRPD09ceDAAWT1/KNnLiYmBl27dhX5aGtrC01C9+XWrVtx9uxZ8SVCbGys3Pvnzp1DVvbHH3+gY8eOGDp0KCIiImBlZQUtLS2EhYVh+fLlGDZsGLIy+uLun3/+QdmyZdG/f38RlJYuXRqahP4+ULmiScaNG5fibek+ZSytcBDKWBrx9/fHv//+q/TDk729PbKyevXqiWCzd+/eeP36NSwtLUWgRmn++++/s3z69PT0RG1ouXLl4OjoKD7snjx5Ev/99x+6d+8ugvCsjr5AOHLkCGrUqCH+HTFihLhfd+zYIdJLac3K6tSpgy5duogPVAUKFMC9e/fEh0X6woQ++AcHByOr+/btG9zc3LBt2zZRw2tmZoYBAwaI57J48eLI6kaOHCmCUPrip2TJkuKLL1krVqxAVlakSBHxZQmVnc7OzlizZg3u3LmDgwcPijKUvjjJ6kJDQ0WZQvfow4cP0bRpU/GFSbt27UTAndXlzJlTfIFHaercuTN0dHSQ1TVq1Ehunf4WUllDf+eJn58fcuXKBRsbmyz/RRDLZCgIZYz9mk2bNsXlypUrrnjx4nHW1tZxVatWlS7VqlWLy+r09fXjfHx8xM+rVq2Kq1u3rvj55MmTcSYmJnFZXYECBeL8/PzEz02bNo1buXKl+PnZs2dxOjo6cZpAW1s7LigoSPw8aNCguNGjR4ufnzx5ItKf1enq6oq0kPz588c9fvxY/Pz06VORdk0TEhISN2/ePHF/amlpxbVr1y7u7NmzcVlZ4cKF4zw8POI0Vd68eUWZQrp06RI3e/Zs8fPz58/Fe5rm1q1bcSNHjhT3aJEiReLGjBkjLWezqjt37sSNGjUqrmjRonF6enpxgwcPjrt+/Xqcpli2bFlcmzZt4t69eyd9jX6m8mXp0qUZem5M83CfUMbSgIODA+bPny9qCamfHX27LVnoW8Ws7uvXr9DW1hY/nzlzBm3bthU/U3OyV69eIauj2kHKQ/oGn2oqqCaGPH36VCNqmAilg2omqMnjiRMn0KxZM/E69VGjb7mzOn19faX3Ij2DmtYkkGp3Z82ahWXLlqFYsWKYOnWqqGVr3bo1JkyYgKwqT548onZXU1HaqBUCtayglhbUPJdQ65mCBQtCk9CzePr0abFQ+fLnn3+KfvfUhSMr12hXrVoVq1atwsuXL7F582aRzt9//x2VKlUSTVWpJjgrozJl4cKFMDAwkL5GP9PfR3qPsTSV0VEwY5qAapIkNS+aqFatWnGTJ0+Ou3jxovhW++7du+L1q1evxpUuXTouq7t3715cpUqV4goWLCitnSD0LX6PHj3iNMGsWbPEN/dWVlZxRkZGcdHR0eJ1FxeXOFtb27isbvz48XG///573KtXr8Tz6O/vH3f58uU4U1NTuTzNyjWfVBNRsWLFuDx58sR16tQp7vjx43GxsbHSbS5duiRqhLMqSt/w4cPl0qRJ9u/fL2qtc+bMKVpcSCxYsCCuRYsWcVndly9f4g4cOBDXqlUrkU4bG5u4DRs2xEVGRkq3OXTokGhZoymoHF2+fLlobZEjRw7xb+/eveNevnwZlxVRK5J///03yevnzp0T7zGWlrhPKGNpgPqH0OA2NOCEJjp//rwYqCcqKkoMNkHfAJP/t3cv4FbOef/Hf1N7EkVJB9V0GoUO01moRIkRg3KY7EqU8sgpbZEQ0qBpxqCYMkWa6DSIUD0lDUoS5alMBx0I4/BUknIYDf/r8/1f937WXnu39x52+16/3/1+Xde69tr37uJe1zrd39/ve7j55pvd+vXr3dNPP+1C9M0339gqfgi1TKLmPNqFUe1k1GRKtVvaRVTNls/UxVh1rqop1G5vVlaW/ezVq5cd8323V7uEqllWDeill17qqlWrlu/f6P2p51G1vj7SZ4zOvUqVKlY3mf6+C+FzRtky2j1r0aKF1RdGO9vaCVVmic+0G69+COpOPXDgQNs1TKeGTK1atbIsE5+p2Zm+B2fMmOEqVKhg34u6DlDt+ciRI+29qOfVN3379nWvvvqq7Xq2a9fOji1fvtzdcMMN1htC3xdASSEIBX6ksWPH5t7fu3evpeIojVMdSNMvnq699lrnO13Q64s1NU3nvffes+6qSgmEX8F1CA01CqIgW2l/e/bssYvdRo0auRDowlAXgSFTR9XCTJ482YVg06ZNNk6oU6dO7uCDD1ZGWr4mTD5SOYMWuEL9bBF9z+t1uGHDBksxHjBggP2MFhREgWj9+vWtuY9vVJ6hlH4F2CrDES3oKcD+wx/+YAE3UFIIQoEfqUGDBsX6d7q4UFt33+fb6aNCAWc032727NmucePG7te//rXzkYLp4l747dy504WwiHD33Xe7CRMmuE8//dQ6Hqp77IgRI+yCSRcZPrvzzjvt4il6jaa+dnXx5HsH5y5duthOoHatU2lhSKMx6FqZ+Xbs2GHjdbTbq88edRfXe1C72/o88r3mTo9D9ZLqTp1Ki7Tqoh5l0PhMi1pRNoI6OO8vK2P69Om2O+orPWdaKBFlYBB84kAgCAVKWPSWCmFlO+T5dqlpRbo4VOMFBdQa9SHLli2z5iEK0oYMGeJ8pyBNj1k/lSq3du1auwCeOXOmzUHV4/WZ0m2V5pi+K6/nVscUhIf4+NTURo2Xol2LEKi5i3aaRGMiCko99pFSHfV8aTyLFvCiMUL6nNFooXfeeceF+BrV98SRRx7p5c5gOmX/1K1bN8/OZ/S9rywM/S0Eoe7WI8OUaIUpkGCTJk3KbRqim+5PnDjxhxBodMLatWvtvh5T8+bNf/j3v//9w6xZs6zRje/OO++8H8aNG5fvuI6pNX0IjjrqqB9efPHFfCNM1q1bF0SjEDUF+eyzz/Id19gSjYfwuWmWbnp8ahgS/a7bypUrralNvXr1fgjBnj17fujXr5+Nu9Lj1S0rK+uH/v37/7B3794ffKcRXlFTt9T3oH763FBKjYd27dplz9emTZvs9+im8R5Tpkz5oWbNmj+EQE2l1CQs3fbt2+1vvtPj6NKliz2XejzRa1Tvy5ycnLhPD4HJijsIBkKgVD/tCCrlKHUnTTto27Zts90nn6lOJEqxWrBgge2KaiX4hBNOsNRc32kn4ve//32+42eccYa76aabXAg++uijAsdfqJGIz7toUVq1bkcffXSe1Xrtfqo21OeGYWruEj0+peSm0y7FuHHjXAi0G6gRSc8995zr0KGDHVuyZInV1F9//fVu/PjxzmdKcUxPF4/S/aMRWD5SinjqezCdjqtZTwj2lzyoz5kQamF1zaIsJ123aLc+0rNnT3t/+p4yjsxCEAqUAF0cTZw40boCRjRLs3nz5haY+h6ERvPt1L1SAVuUnhrKfLsjjjjCPfvss3ahm0rH9LcQaD6fmtvUq1cvX8dcNfDxlVKJdWGoOi1d6FaqVClPR1nVu0YLQz5SF1E9PqVtqttmamqqHp9SH33v/Bt56qmn7PV4yimn5B5T0xcF2qql9D0IVWOpv/71r27UqFG5wZkWgcaMGeM6d+7sfKUaV71GtUii51DdjVNfo/rMqVWrlvOZArDoOdOic+pigha71EG2oG7AvtEis77jo+7pqbWwISw4I7MQhAIlQDtJbdu2zXe8TZs2QdTB6EtXoy4UfOpCI7qo1xeWzwFMRMGLuhxqFM3xxx9vx3RRMX/+fFtcCIGeQzXK0I6oLnzV5EZ1d7oofv75552vouYfahTWvn37YMbpRKJFAz1noVPGRY0aNfIdV6Ctv/lOweapp55q4z3UvObGG2+0OlDthC5dutT56uSTT85dMFFNZIi1g6tWrbKfCrbVfVvBdUT3NXJHjdF8F+puPTITjYmAEqDdTl38KiU3lb6U1J3zoYcecr4Leb5dFHRq7M66devsd6UiKQ0wCkpDoJ1Q7cqrIYrSx1q3bm3BqRpPhTaCRhf5qXzcsZ8zZ47r1q2bfbbofmGUeeE7BWjKPNDCSJTaqM9PLTToIvjFF190vvviiy/cgw8+mOc9qPm2++u0mulWr17tmjVrZt8Jul8YZQaFMEZIHYB9/DwpDmUeaPFcu/UqwdFzqoWwiy66yBbClKkAlBSCUKCEglBdONWpU8fqJKOgRnUV6oiYujuTHqj6hI55yFTaKdPO0qxZs6wjbjofu+Pqwl6LP9oJTO/GmUrvQR8fXzp1bFaH6m+//dYWu0TBmgJSpQg2bdo07lNEEa9RvRYLuqwM5TUaOr0HtRikxRGNfdLiVupuvca1ACWFIBQoAcWt59EXsY/z/EKcb6f5itFqtu4XJqRVb+0QqpY3Pb3T99EC2k3S61Mr+BdffLFlHyj1+OGHH3ajR492vXv3jvsUUczFhCeeeMKtX78+NyNBz50WvUKgEVfKICnoPagFS9+oTjBKwS2qZjC9Ht0XasT32GOP2feA7hdGZQ6+C223HpmLIBRAIufbpc60i1bw00U7vSGs4GvhQIsGr732WpCPURfCykZQUxtdLK5cudIaak2dOtUGx8+dO9f5TDMIlWkBf6nrrwJqXdjrNZr6maP72m1CZqbgqlRD6am6X5jJkyeX2nkBvqMxEYBEdszTjnTUxVE7aKG79NJLXVZWljUh0op2aGnUuoDXwojoAj+6oO/YsaMbNGiQ8526/Oqx9OnTx11wwQWWgRAiNcvSyJnU2uyrr746iLpzdd/WQtDdd99dYPMXHxVVqxxC3XJqYBlikFlULW9odb3IHAShABLZMS/q6Jh+P1Rvv/22e+utt4K4mC+IAtCoO6ceo2pD27VrZ7tPmmPoO3VUnTZtmjWWUg26ZtgqID377LO9fQ+m03gPNUBRp/GoA/frr7/ufvWrX7kZM2a4888/3/lM6eFqdhZKACrdu3fP83t6TWj63F5k7izi9B4P0fPIc4gDhSAUQCLn2yVt9VdzQrdv3+5CpTQ5pYlrQeGmm26y4Ex1TRqf5HMzsIhGIemm95xGCSkgvfzyy+19qDq1Rx991PlOjaWGDx+eb67y7bffbn/zPQhV0yUtJkQ79iFIrWtV9+Jhw4bZTm+0iLBs2TJ366232jFf6X1X3MwRlQH4Rot3qaNo1NX/hhtuyPMcqu+DPnuAkkRNKIBEdswrrJNjqhDqJUXPW3QxqJ2l9HmaITVfEqWJa+dXdaEhLCLs74L3sssuswWVEF6j2iHUY9Fzll7PrG65vs8KfeSRRyzA1oJJQe9BX9NVIxrVMmHCBEsbTx8NpQWTKMXaxznSxaUFE58pe+SOO+6wUS2pVFM/YsQI+0wFSgpBKIBEdsz7T2pZfe3qmCoa8ZG+ou9zYyLV9G7cuNFVrVrVau00v0/NQ0L24Ycf2i6obloc0m6Fmt1cccUVzne68L3wwgvzNX9RHZ7ScVWX7rPQx+yog/GKFSssGE2lhQXNW9bMV2T+c6jFLdVip9ICgr7zeQ5RkghCASABXn755UL/7mNdbMWKFe0CV+mN6naseYXVqlVzIdKoGQWeyjxQzasCz169enm/QJLa2Oaf//ynu+2222wcVDRvWTWhf/vb32w3KoRAO2SaH62ZrupIXaNGDTv26aefWnf1b775psjPIMRPgaYWEdQJv1y5crljvQYMGGCLXj6mGyNzEYQCSOR8u3SbN292999/f27KmGooBw8e7GWqcVKcdtppdpHbpk0bN2XKFNezZ8/9zpP0vWZS41mys7Mt+FRqaigK2x0MbacwdJs2bXI9evSw7IRonJBGC6mL+jPPPJMvzdrHjAt1pS6sPtT3MTv6jlc9vUKDqIxBC316zGrypnRdoKQQhAJwSZ9vpzQ/1WOpS2CHDh3smHaclHqsx65gx0e6eNCqti70i2rE5GPdpALQ++67zxYQNCRejV/21yl29uzZzmfpnSvhb6dx7Qhu27bNdphSqXOu7/Q6XbhwoVu/fr39rrTOrl27ev3a1QKXujbrs0X3C3PJJZe4EF6jTzzxRJ7nUFkXFSpUiPvUEBiCUABFOvroo61eK6T5dundDxXAjB49Os9xdVnVjFRfU5AUfCpFtXr16oU2Ygphl6lBgwbWefSII45woQh9ESGVuhhr7Iwa22jnLETqPKrPUTVY0oW+dtjUsVqfqXqPbtmyJe5TBIBSQxAKoEhaAV2zZk1QowVSqY5Jjy/94lcpWLq4Vz2Tr82XNDdTQWZRjZh8ry0MUVGLCKmz/XxfRBDV87722mvBBqGnnHKKLegp0K5UqZJlWqhDrua9KvVfo3Z8M3bsWOt8q89Q3S9MCDu9oveaMitSSzfOPfdcl5UVxtTD9NKUpk2b2nNHaQpKGkEogCLp4kjpSGoYEiLVL2mWpDpzppo1a5bNTFPqHDJPURe9vl8AJ20RYciQIZbymJ6REIrKlSu75cuXu2OOOcbua/6iUh11TGmcUfqjrxkIur8/eg2HsNOr0WQq3dDikJ7HaLFSCygq3UjvDOybUEtTkJnCWLYBcECdddZZNrz6H//4R5Dz7QYOHGir+bpIat++fe4Xry6Gr7/+ehcKdR9dsmRJgc2lfAzSVA9aHLoA9vHxpQaWCkL12kzfbdm3b5/tHoYQhOqxqIHUiy++aM2m0mvQtFDkM31uRo2YtLutxS0FodoVVQMfH23durXA+6FSl1jtDCrwVpMi+fzzz92ll15q3yF6L/pMJShaDCqoNGXYsGEEoShR7IQCcEmfb6ePQaUf3XvvvRaoSe3atW0XVMGLz001Io899pj7r//6L2u7r12L9OZSIexShEwjaD7++GMLXlLt2LHDjvn+HpTOnTvv9296jb700kvOZ6effroFK2ryooUv1fnq80UjTRTIaEc0FNGlZQifnanUfVsBqALRVBpfctxxx3k/RzPU0hRkJnZCARQpfdcsNPpiVYCmFeAvv/zSVvQXLVpk8xhDuYgaMWKEzWAcPnx4scdiIPO74yoIDaVr5eLFi13I1NhNny9y11132WirQYMG2QW/7yOEIo888ohlKLz77rv2ux7bddddZzuIIVBNr7pypwehyi7xdQRNKqUVv/322/mCUB1LXwADfiqCUACJp6YSqnu94oorbEdJOxZKnVPnSqUA6kLRd+rIqbreUAPQ/v37F/p3Xy/yo2Y1CkC1i5Y6gkavVe2mRSnkyGxt27bNva8L+vnz57uQaJFLn5fXXHONO/HEE+2Y6l61uKfU4zvvvNP5aPfu3bn377nnHtu9vuOOO9wJJ5xgx15//XV7bL///e+d7/ZXmqLHlpOTE/fpITCk4wJIZNOXVBpCrtl9Wt2eNGmSGzdunI1TeOqpp+zCKuoS6LMbb7zRRkKotidEPXr0yDfyQylyu3btcl26dLE5oj7q16+f/dR8QjUGUzpgRKnV9evXtwtHvYZDoFRHNQQraI6mr89hUmgXTd8b2dnZeY5Pnz7dAlMt6vko6ky9v1Tj1N9DLE2pVauW9YQIpTQFmYMgFECB0jsd/u///q/tpqmro+jiPpT5dnoc6kypTqS60Fcwevvtt1uzEHVA1OP2nS6OfvOb31jNUkHNpXxv+rK/NHLtYmu0gIJwn40cOdIuBEOc0xuZMWOGpahqZq/m8yojQbVoSn/UIsPkyZOdz/Q4VGeuVH+lb6ZffvkewOi7YcWKFQXWE7Zr186+M3ykBcriOvnkk10ootTxQw89NO5TQaAIQgEUadq0ae7Pf/6z1ftEbek3bNhgOzCqpezdu7fzmRouqGZJF7pqsa80OaWTvfXWW9YZWO34ffe73/3OdnX1/NWoUSNfYyLfm77sj16nms+opj4+U52yusemX+Cr9k4LCtoR9Z3eh/o8ueqqq+zCV2MhtBimYzVr1rRA3GfdunWzHd6rr77aHk/6rpLKAnym3U69FtMXtBR4a/HroYceiu3cUDxJ+JxB5iAIBVAk7SQ9+eSTrlWrVnmOK0i74IILvG/Nr8emjpXaiTj11FNtFyaq/3nllVfcvHnznO80TkANQ1RXmCRz5861GYzayfeZdlhU96rHkurxxx+3FPK///3vzndqsKQ5jLrQVQdnPSbt2isdXinVvi8kKLB+9dVXbQZjKFLrBBW8qAu3Mkqiekl1/FXgrR1ulTmEQtkxBaWMayHFZ0n4nEHmoDERgCLp4k8XGOkUtCnFzHcKpDt27GiPs0WLFrnHFZCm1xr6Sg1touHjIUpvmqH1VT2fL7zwQr4LKh+pRrmg508X+9pZC4EWSqIUQI1IUk2vglClcYaQEl+nTp18KbghvC5Tab6rbN682X6qVlk3LS6EQItZqtPe38Kk7ynVSficQeYgCAVQJAVjSonTSmjr1q1zd0FVb9e1a1cXgiOPPNJuqVTHFIrBgwfbTsR/0nDK54thNRNRoxQ12Ciqc64PlLoZBWipvvjiC+8vfCOdOnVyCxcutMDzwgsvtNes0sR1TJ9BvlPDFzUGe/jhh4NJawx9rE46jZvRooh2eJXmP3v2bFuIVbmDPmt8l4TPGWQO0nEBFGv1V7tJqpWMGtpoZ1QNRJR+xfywzKcdXV3QK81RjZfSGxP53nlUO2X6OotmZr733nvumWeecY0bN7bXqe/OPvts64yrTqNly5a1Y7oo7Nmzp9u7d28QKeM7d+60mb3qxqmmUmPGjHGvvfaa1afdeuuttlPqG51zau2nnit9dqrBVPp7UI/fV+pGrden5kmqrj5UquV99tlnbYHysMMOs27Omh06Z84ce70uWbLE+SwJnzPIHOyEAiiULuzVVELjSj788MPccSXHHnusffnCn86V0czJEHXv3j131qt2KpQ+FtKsV83p006hGkuddNJJdkz1hZphGEpTKY0QSt3JDmGckHY/k0DvNdWChr5bpkAsWnTVAoMWaPU9qN37lStXOt8l4XMGmYOdUACF0o5E+fLlraYnvWMekCmSMOtVc/sefPBB6xqr3Qo1QVGdVmrw5nsTKe2+pO9cq1GYght1l0XmUvd0ZVRMnTo1mNdkuuOOO85Sb/UaPeecc2xxTw3sVOagBndRLazPQv+cQeYgCAVQJF3Y6wIj6ngIZJokzHoNnS52R48e7c4888w8x1UGMGzYMLso9pkCbDXLSi9f2LFjhx3zfRdR3dM3bdpkqbn16tXLTY2PhLBTqC6xSqdWl3H1RTjjjDMsjbpcuXJWmqK0VQDFQzougCLpwvCGG25w48ePD7reJ3RaqZ81a1aBowV8v0Bs2LCh1YCq9vW///u/3ZAhQ+z4Z599ZrVbvtOooMIohc53mkXYpEmTfMeV+q/gxnf7W/P/9ttvLYgJISU+dH369MnTCfj999/PXfxSNkYIVM7wxhtv2GenMqFSadQOUFIIQgEUSV882knS+BJdLClFJ5SGGkmhdLFbbrnFVvDVWENjBpQ6tmLFCnfVVVc53ynlVrNeFXyqk+qJJ56Ym8qZPt/WR+rEmS614Y3vu2hSqVIlt2XLlnydYxWApu+q+STqSK3nS6niFStWzPO8aYFBgbbvlHkQujvvvNMNHTrUMi9EP9UxXn0T9Dd9Dvnsueeec71793Z79uyxxbvUzxjdJwhFSSIdF0CRpkyZUujfQ5jDGDpd5OoiMTs72x166KGW2vjLX/7SLpq0iKAaIN998sknubNe1dhGtKKviynfL/I1IiGVUh5V8zpixAh31113BTHCRGOgli1bZmMvjjrqqNwA9Pzzz7daPAVwPmrQoIH91K7ZL37xi9yuo6JFPQXdCmCOP/74GM8SxRF6SrWaLCkd/u67784NtIEDhSAUABJAFxRqzqNaLV0safaigjWlQKrWVxdR8I+aMeXk5Fh9mu8UaKvGTmMvFKyJOnKrS6ca3qgJjM86d+5sj8PHUTPFoYWf1J2zdL4HaNFj1FxQzSBOpc6xqgdVt1yfKeNgzZo1tkAJHGik4wL4j2iOX3o9YQg1d6E78sgjbcdTQajql15//XULQrdu3brfWjVkvho1argNGza4ECgdV3NBtUCS2pkzhHpXWbx4sf3U56fed9rtzcoK5zJMO9gF7dYrk2bkyJHOZ9G8V920W5ieCq/0VY2H8p26/moRiCAUpYGdUADFmo2m7pRqalPQjlkIK9yhGzBggKtTp46l5D700EPWaKpDhw52waH5mup+jMy1evXqPL/rq1tpgWoapm6dS5YscUmhmYwa56LXs09UN6hRF1F5w8aNG+1i/5prrnG1a9cOYi5qQaZNm+Zmzpxptei+0nOm91z//v1t9qsWTNJTqqM6dJ/pe0Cp4eoZoPeZ5r+m0lgaoKQQhAIokhrXaBV/1KhR7uKLL7Yg5qOPPnIPP/ywXQSrkQEym7oc6hbtvMyYMcN2nTT7VbV4IXTnDFmU6pj+la1U6kcffdT7mtf/RGpNs08GDx7sli5dakGM0o61sKDHoODsjjvusF3DEKnZlHa0tVsYQvp7+/bt8wVnoYhq6Quizx8WnFGSCEIBFEnpm3/961+tQ6dSbzXOQyMxNJR8+vTptiuBzKWdMjWa0Cp+VGsHv6ipTfrFourSypcv75LG1yBUqfDaEdTCQepjUPMldVjdvXu3C412f4cPH+7mzZsXTNq4AjGNg1KNvWgmsXYIUxtOAShaOMUIAA4Y1RJGF3wKQqORLB07dnSDBg2K+exQFO1+jhkzhvb6HlMAA7+paU16V9Wo3KGwhj6+1U1GtMfx5ZdfWlO0xx9/3IVACwbqHqtMoGOOOcaO3XPPPZYa/sILL+R2dQ6l/0MSF7lQeghCARRJAagaaWhHVGl/qg1t166dzRTzvWNlUmiEh1LJ0mcwIvPnSxbHtddee0DPBT9d27ZtLVBRDahEAZtGz4RQT6g0Y+0SRjuC0W69Rs8oGA2B3mcKNNXYrUqVKnZMfRL69Oljf9Pz6zM9f8qamTBhgnUBjuqWNQpK3x2XXXZZ3KeIgJCOC6BI9913n11Y6Ev2xRdfdGeffbatcqv74Z/+9CerdUJm00WFOlSqfrdNmzbWij8VDScyd75k6k7aV199lbvws2vXLttl0u6a6u6Swtd0XDWP6tatmwUsjz32mNVi/+Mf/7DabC0Q6X3ps9BnaIo+NxWAqmlPKr0e1ejN97pXNSVSEyb9HDhwoFu7dq29z5RGrkUGzfEFSgo7oQCKNGTIkNz7Xbt2devXr7e5hKoLVcMJZL4rr7zSfmrRIB0NJzKTsg9SO4z++c9/tu6VURqgaux0oahgBplP5Qtvv/22NXNTELNgwQKrBdWFfXpQ4yMtTBaUVqzALJS0zoMOOqjAXV09xhCau6n3w1/+8hfLnEkdOaNxXvreB0oSQSiAYlm0aJHdPvvsM+uymkrdOZHZ0p8z+EXpcE8++WRuACq6ryyFCy64IFEdqtWVW/NRfaRUzokTJ7qQ5OTk2E8FoHqdanc+osWt5cuXu5YtW7oQ/OY3v3GXX365LQapJEX0+BSwhZBNolpXLS4X9P2hzCegJBGEAiiS0jiVnqOappo1awbRRAPwidIc1eU4nS7yVbsVAqX76wI4vb71wQcftIYwSgeUXr16OZ9pIa+gxTxfs0qi0TLaCV2zZk2eHUHd1y7a0KFDXSh12pdcconV8EZjWhScnXvuue6BBx5wvmvSpIl79dVX8zVC0wJYq1atYjsvhImaUABFUuCp7qqaEQp/qe7sj3/8Y+5oAV1w3HDDDe6kk06K+9RQBNVha5dCTWyUwilKideuTO3atd2cOXOc76LHkV4bqZFQ2mX68MMPnc/0fCmA0fsv/dIrhJT4fv36WSCmDuqh06KI6nmjz9GCdg99pJm1eo1qrI4WnrUArbR/pek+//zz7rTTTov7FBEQglAARTriiCPcG2+8EVT7+aTRiARdJJ533nnWQEOWLl3qZs+ebU1SfN9dCp2aEunicP78+bk7MNoZ/fWvf23PX0GjP3yjukE1Qkm/oNcFf7NmzWxkhM+0I6jP0GHDhlk6cXpGCWN4/KBUXKXBv/vuu/Z7o0aN3HXXXecGDBjgQqCdUAWgarakWlctet12223u9NNPj/vUEBiCUABF0kVTxYoVrd4HfmrcuLHtmqU2mYoaFalGLdodRWbTyISoQYjGJR199NEuFAo0VVt39dVX5zk+btw4N378+NydJ5+7+ip1NZRdsyRSMKbPTI3ZicbqqLGUUsb12argLQmmT59u2QnpXdaB/wRBKIBCm02IapfUtl01S7pFOzGRgjquIvO6Or7zzjvB7jLBf2pwpgBUKeJdunSxY2qGdu+991o9qDoB+6x79+5W0nD++efHfSr4kTT3VHWh2dnZ+YIyBabbt293SaCUa3V69m1MEjILjYkAFNpsIhJ1N1S6XCqaFPmhTp06dkGfHoRq7qv+hsymekGl3e6vQ/VLL73kfNe/f3/37bffurvuusuNGjXKjtWvX992Qfv27et8p3pepVTrM1QLP+mLeSF0Vw2dmhCpQV861TEX1DgsVOxfoSQQhAIo0OLFi+M+BZSg66+/3rqOavW6ffv2uTWhCmxC6OoYusGDB9tzddZZZ1kAE+riz6BBg+ymGtiDDz7YygBCobRNvefmzZuX728hNCZKAu1ka1EkPftHszWTNCYJKAmk4wJAQqgJkVIbo/pP1Ykq9VHjBZDZqlatah0qzzzzzLhPBT+SdnU1Z1K19b7OOU06pdzqfajskRNOOCF3Tui2bdtstz51dzvkMhXVN6txEem4+CkIQgEAyHC1atVyf//734NqRCTqvKkU48MPP9zmEBa2w6tRLb5fuCsTgS7j/urcuXOx/p1exyGkyO8PQShKAum4AAB4kE6ttGl14QwpFVe78GqaFTXuCZnGI6nMgSDUX5SpACWHnVAACJR2l4obsOzcufOAnw9+vB49etgFcJUqVVzTpk3zNbV5+umnYzs3FI8aLqnLr+p6f/WrX+V7DlWzDfhAdemqbaapHX4KglAACJTG6hSXunYic/Xr16/Qv0+ePNmF4l//+leBHYDr1q3rfNagQYP9/k2LRVu2bCnV8wGAOBGEAgCA2G3cuNFddtll7rXXXstzXJcpdI8FDgwyZhAXakIBICG0s7Rp06YCd5k6deoU23mh+DS6ZMOGDXb/mGOOcdWqVXMh7fZmZWW5559/3tWsWTOo2td00fp/yI8RflCKOBAHdkIBIAFef/1116tXL/f+++/nGzTOLlPm27t3b+54iGgBoWzZsjYWYty4ce6QQw5xvqtQoYJ766233LHHHutCpefvD3/4g3v33Xftd3U71pgkzZ8EgCQpE/cJAAAOvCuuuMK1bdvWrV271lKqPv/889wbKVaZLycnx7388svuueeec7t27bLbs88+a8fUOTcETZo0cdu3b3eh0tzIQYMG2azXWbNm2e2MM86w9+Z9990X9+kBZvPmze7WW2912dnZljUjakL0zjvvxH1qCAw7oQCQANpl0ly3hg0bxn0q+BGqVq3qnnzySXfKKafkOa6Oub/97W8tTdd3mquoi9+77767wO6xhx12mPO9MdHIkSNt9zq9gdgdd9zhtm7dGtu5AaJFrW7durkOHTq4V155xa1bt85mgY4ePdq9+eab9hkElBR2QgEgAY4//nirB4WfvvrqK1ejRo18x6tXr25/C0HXrl0tbfzUU0+1x6WGKbpVrlzZfvru448/du3bt893XMf0NyBuN910k/vd737nFi5c6MqVK5d7vEuXLvbeBEoSjYkAIFCrV6/Ova96QqVtfvLJJwXuMjVv3jyGM0RxnXjiie7222+3msLy5cvbsa+//tp21vS3EGhXN2TKQlAK7s0335zn+MyZM12jRo1iOy8gsmbNGjdt2rR8x7UoFHKqPOJBEAoAgWrZsqU1HUqtuujfv3/u/ehvNCbyo4Ol6gd/8YtfuBYtWtgxpVcfdNBBbsGCBS4EJ598sguZFgx69uxpaY5Kd5SlS5e6RYsWWXAKxE1ZB9qVT59pu2rVKle7du3YzgthoiYUAAKlTrjFVa9evQN6LvjplHb7xBNPuPXr19vvjRs3dr1793YHH3ywC+1xbtu2zf3rX/8Kbrde3X/VhEi1dtFzqAyFVq1axX1qgBs6dKhbvny5+9vf/madm1euXOk+/fRTq2PWTdkYQEkhCAWABLjnnnuspjB1J1QeffRRa2ozbNiw2M4NRUvC86fHoVmh6sRZEHbrgQNLCz9XXXWVe+yxx+z9prm9+qnxXjqmsVBASSEIBYAEqF+/vtX6pDdG0ar3RRddRGfODJeE50+7utq9V+qxugDPnj3bdmHUKOXee+91Z511lvPN7t27i/1vfe/+i3AoE0HjvPbs2WO79NQs40CgJhQAEkANiWrWrJnveLVq1ejM6YEkPH8a0aLZp5pnW6ZMGUsRP+200yw4006wj0GoauxUc10Y6rKRKZYsWeI6duzo6tatazfgQCIIBYAEqFOnjjVBSW84oWO1atWK7bxQPEl4/vbu3WtdOEUjWZSeq7o0dXNWbZqPQu/4i7BoFIsaEGVnZ7s+ffq4Jk2axH1KCBhBKAAkwMCBA911113nvvvuO7vQEHXlvPHGG60xCjJbEp6/Y445xm3YsMFSj9UB+OGHH7b7EyZMKHAX2Aehd/xFWP75z3+6GTNmuOnTp7vRo0dbMzClySsoVWduoCRREwoACaCPeg0iHzt2bG7XUc2bVEOb2267Le7TQxGS8Pw9/vjjbt++fe7SSy+1LrIaSbNz505Xrlw5a4qi8SYhCLn7L8KhOnPVoSsgVUfuTp06Wco8UFIIQgEgQdRoQuMhNNZDzSY0ZxL+SNLzp2BNF7+qTatatarzHd1/4Ru9JvV6HTFihFu9ejWvUZSoMiX7nwMAZLKKFSu64447zjVr1izoACZUSXr+DjnkENe6desgAlBROvWuXbuso7EWEebPn++mTJliiwlz5syJ+/SAPLXmV155paXBazyLPm9eeOGFuE8LgWEnFAAAxC4nJ6fA4+ocq9Tjhg0bunPPPddVqVLF+UgX9Or+265dO+v4++abb1rjJQWgY8aMsc6kQJyGDx9uNaGqDVVnatWD6j2nBSGgpBGEAgCA2HXu3Nm64CrlT02KZOPGja5s2bLu2GOPtaZFCkgVrPnYtVOBp1Ia1WxJ42dUb9ehQwervWvatKmlHwNx0utRgedvf/vbYDIQkLlIxwUAALHTjkvXrl1tF0aNiXT78MMPbUdG3Tk/+ugja44yZMgQ53P3X4m6/+ox+dz9F2Gm4RKAojSwEwoAAGKn+YQLFy7Mt8v5zjvvuNNPP90CNu2U6v727dudb5LS/Rd+mzp1qi2MaId+2bJltmt///3324xiLRQBJYWdUAAAELsvvvjCffbZZwV2ld29e7fdr1y5cr7RJr7o06ePBaDSpk0b9/7777sVK1a4Dz74gAAUGWH8+PFWm33mmWdaE62oG67edwpEgZJEEAoAAGKnXZb+/fu72bNnWxqubrp/2WWXue7du9u/eeONN6yZTwhC6/4L/40bN85NnDjR3XLLLVaLHWnbtq1bs2ZNrOeG8GTFfQIAAACqkVS950UXXWRpq5KVleUuueQSd99999nvalA0adIk5yPtKintdtGiRbbj+/333+f5+0svvRTbuQGiFNxWrVrlO65xUHv37o3lnBAuglAAABB7gKZ6T40qUcC5ZcsWO/7LX/7SZqNGWrZs6Xw1ePBgC0LPOussm7uoTr9AJlHd59tvv211oKk007Zx48axnRfCRBAKAABipdQ/NRxat26dXQg3b97chUbzF2fNmmX1dkAmUj3oVVdd5b755hunvqVKf58+fbq75557vM1AQOYiCAUAALHT7qB2QBWEhkhdcBs2bBj3aQD7NWDAAHfwwQe7W2+91ebW9urVy9WqVcs98MADliYPlCRGtAAAgNgp5W/48OFu1KhR1j22QoUKef5+2GGHOZ/de++9FmQ/+OCDpOIi4ykI3bNnj6tevXrcp4JAEYQCAIDYlSnzfw37U4M0Xabo92hchE/OO++8fM2HqlSp4po2bep+/vOf5/nb008/XcpnBwDxIR0XAADEbvHixS40lSpVyvN7jx49YjsXoCDqhlvcnXk1DwNKCkEoAACI3cknn+x27drlHnnkEWtQJE2aNLE5oenBnC8mT54c9ykAhYpm8AKljXRcAAAQuzfffNOdccYZrnz58q5du3Z2bMWKFe7rr792CxYscK1bt477FAE4Zx1zzznnnHx128B/giAUAADE7qSTTrLusRMnTnRZWf8/UWvfvn3WsVMNfV555RXnGwXOixYtcocffniRaY+kOsIXahKmeaKa4wv8WKTjAgCAjNgJTQ1ARfdvvPFG17ZtW+ejc8891x100EF2n7RHhIL9K5QEglAAAJARuyvbtm1zxx57bJ7jH3zwgTv00EOdj26//Xb7qc6+nTt3ds2bN3eVK1eO+7QAIHb/1w8dAAAgJj179rQmRDNnzrTAU7cZM2ZYOm52drbzWdmyZd3pp5/uPv/887hPBQAyAjuhAAAgdn/84x+tZrJv375WCyqapTlo0CA3evRo57tmzZpZbWuDBg3iPhUAiB2NiQAAQMb46quv3ObNm+3+UUcd5Q455BAXgvnz57vhw4e7UaNGuTZt2uTrLKp0ZMAHSo//n//5HxoT4SchCAUAADjAypT5vwqo1C65ugzT76obBXzZ1Z83b56rU6dO3KcCj5GOCwAAcIBNnjzZLtpVH5rq+++/t4ZMQNwuueQSq8vu1KlTof9u7dq1pXZOCBc7oQAAAAeYgs+PP/7YVa9ePc/xHTt22DF2QhE3jRGaO3euq1evnuvXr58FpbVr1477tBAouuMCAAAcYFHabbo9e/a48uXLx3JOQKpnnnnGffTRR9YMTF2q69ev77p16+aefPJJ991338V9eggMO6EAAAAHSE5Ojv184IEH3MCBA/M0WtLu5/Lly22XdOnSpTGeJZDfypUrLY180qRJrmLFiq5Pnz7uyiuvdI0aNYr71BAAakIBAAAOkFWrVtlPrfmvWbPGlStXLvdvut+iRQs3dOjQGM8QyE+p4wsXLrSbFknOPPNMe/02adLEjRkzxg0ZMiTuU4Tn2AkFAAA4wFRjp91QRrEgUynlds6cObb7uWDBAte8eXM3YMAA16tXr9zX7ezZs13//v3d559/HvfpwnMEoQAAAEDCVa1a1bo1Z2dnW+p4y5Yt8/2bXbt2uVatWrmtW7fGco4IB0EoAAAAkHBTp051F154IY2yUCrojgsAAAAk3OLFiwvsgrt3715LwQVKEjuhAAAAQMLtb5bt9u3b3ZFHHun27dsX27khPHTHBQAAABJq9+7d1r1Zty+//DJPOq7GCM2dOzdfYAr8VAShAAAAQEJVrlzZ/exnP7Pb0Ucfne/vOj5y5MhYzg3hIh0XAAAASKiXX37ZdkG7dOninnrqKVelSpU8s2zr1avnatWqFes5IjwEoQAAAEDCvf/++65u3bq28wkcaAShAAAAQAKtXr3aNWvWzJUpU8buF6Z58+aldl4IH0EoAAAAkEAKPj/55BNrPKT72gUtKDTQcTUpAkoKjYkAAACABNq6daurVq1a7n2gtLATCgAAAAAoNeyEAgAAAAk0Z86cYv/bc84554CeC5KFnVAAAAAggVQHmiq9JjS1Uy41oShJeV95AAA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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.heatmap(df4.drop(columns=['turbidity_level']).corr(), annot=True, cmap=\"coolwarm\", fmt=\".2f\", linewidths=0.5)\n", + "plt.title(\"Матрица корреляций\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8cac80dc-dd78-4449-84e5-b4ecbb350b85", + "metadata": {}, + "source": [ + "## Парные диаграммы\n", + "Отображает распределение и взаимосвязь признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "626c96e9-3c7b-475b-8b31-e16c26395402", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "sns.pairplot(df4_filtered, hue=\"potability\", corner=True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "0e685fe5-871d-4647-a75a-84539605feed", + "metadata": {}, + "source": [ + "## Диаграмма рассеяния" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "e1c0b5e8-0940-45a8-ba03-4b712fa20340", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='turbidity', y='organic_carbon', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь мутности и органического углерода с пригодностью воды\")\n", + "plt.xlabel(\"Мутность (Turbidity)\")\n", + "plt.ylabel(\"Органический углерод (Organic Carbon)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='hardness', y='conductivity', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь жесткости и проводимости с пригодностью воды\")\n", + "plt.xlabel(\"Жесткость воды (Hardness)\")\n", + "plt.ylabel(\"Проводимость (Conductivity)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='ph', y='potability', alpha=0.5, color=\"purple\")\n", + "plt.title(\"Зависимость pH от пригодности воды\")\n", + "plt.xlabel(\"pH\")\n", + "plt.ylabel(\"Пригодность к питью (0 - нет, 1 - да)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "c84f59c6-c486-44f2-bbc7-4abe405505e9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "707e19a4-343f-46fb-a10b-352a5ffda6d4", + "metadata": {}, + "source": [ + "___\n", + "# №6" + ] + }, + { + "cell_type": "markdown", + "id": "d8012d87-7db3-4364-a8a3-f8c731162736", + "metadata": {}, + "source": [ + "### Удаление признаков с низкой дисперсией" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "dcdfff49-6bbf-4c04-ad2b-6dc4558b8ff8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Index(['ph', 'hardness', 'solids', 'chloramines', 'sulfate', 'conductivity',\n", + " 'organic_carbon', 'trihalomethanes', 'turbidity', 'potability'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Создание объекта для удаления признаков с низкой дисперсией\n", + "selector = VarianceThreshold(threshold=0.01) # Устанавливаем порог дисперсии (например, 0.01)\n", + "\n", + "# Применяем фильтр к данным\n", + "df2_filtered = df2[df2.columns[selector.fit(df2).get_support()]] # Оставляем только признаки с высокой дисперсией\n", + "print(df2_filtered.columns) # Печатаем имена оставшихся столбцов" + ] + }, + { + "cell_type": "markdown", + "id": "9fb3797c-cb7e-4d2f-a796-f540d8a60209", + "metadata": {}, + "source": [ + "### Одномерный отбор признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "8f24f758-1ebd-4741-afac-e51c20b309c5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки: Index(['hardness', 'solids', 'chloramines', 'sulfate', 'organic_carbon'], dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_classif\n", + "\n", + "# Отбор признаков, используя критерий f_classif\n", + "X = df2.drop(columns=[\"potability\"]) # Признаки (все столбцы, кроме целевой переменной)\n", + "y = df2[\"potability\"] # Целевая переменная\n", + "\n", + "# Применяем SelectKBest\n", + "selector = SelectKBest(f_classif, k=5) # Отбираем 5 лучших признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим имена выбранных признаков\n", + "selected_columns = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_columns)\n" + ] + }, + { + "cell_type": "markdown", + "id": "797f6113-b44f-43cc-a488-e7530a16eafe", + "metadata": {}, + "source": [ + "### Рекурсивное исключение признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "b2e7a98e-b438-4192-a93d-74c62a29667d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки после RFE: Index(['hardness', 'chloramines', 'sulfate', 'organic_carbon', 'turbidity'], dtype='object')\n" + ] + }, + { + "data": { + "text/html": [ + "
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hardnesschloraminessulfateorganic_carbonturbidity
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..................
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3276 rows × 5 columns

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" + ], + "text/plain": [ + " hardness chloramines sulfate organic_carbon turbidity\n", + "0 204.890455 7.300212 368.516441 10.379783 2.963135\n", + "1 129.422921 6.635246 333.775777 15.180013 4.500656\n", + "2 224.236259 9.275884 333.775777 16.868637 3.055934\n", + "3 214.373394 8.059332 356.886136 18.436524 4.628771\n", + "4 181.101509 6.546600 310.135738 11.558279 4.075075\n", + "... ... ... ... ... ...\n", + "3271 193.681735 7.166639 359.948574 13.894419 4.435821\n", + "3272 193.553212 8.061362 333.775777 19.903225 2.798243\n", + "3273 175.762646 7.350233 333.775777 11.039070 3.298875\n", + "3274 230.603758 6.303357 333.775777 11.168946 4.708658\n", + "3275 195.102299 7.509306 333.775777 16.140368 2.309149\n", + "\n", + "[3276 rows x 5 columns]" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LogisticRegression\n", + "\n", + "# Признаки и целевая переменная\n", + "X = df2.drop(columns=[\"potability\"])\n", + "y = df2[\"potability\"]\n", + "\n", + "model = LogisticRegression(max_iter=2000)\n", + "selector = RFE(model, n_features_to_select=5) # Выбираем 5 признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "selected_columns_rfe = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки после RFE:\", selected_columns_rfe)\n", + "# Преобразуем данные обратно в DataFrame с исходными именами колонок\n", + "X_new_df = pd.DataFrame(X_new, columns=selected_columns_rfe)\n", + "X_new_df" + ] + }, + { + "cell_type": "markdown", + "id": "ce903807-038b-4f3f-a736-5e91b9ef857c", + "metadata": {}, + "source": [ + "___\n", + "# №7" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "dc6f77de-b579-4933-8e76-1d31944ee2b9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a26ab089-0231-4dd7-907e-49722314d571", + "metadata": {}, + "source": [ + "___\n", + "# №8" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "8de7381d-bcac-4ed1-acb1-37bd104890fd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Размер X_train: (2620, 9)\n", + "Размер X_test: (656, 9)\n", + "Размер y_train: (2620,)\n", + "Размер y_test: (656,)\n", + "Обучающая выборка X:\n", + " ph hardness solids chloramines sulfate \\\n", + "2214 7.822492 208.636720 22308.821729 5.850328 408.123255 \n", + "1634 6.037428 227.033994 12988.791229 8.476905 392.380529 \n", + "2605 8.445219 228.522860 28966.569327 6.179855 333.775777 \n", + "114 6.745307 218.424637 21871.838700 7.165509 333.775777 \n", + "129 6.506488 202.285938 17087.076902 6.201983 326.662368 \n", + "... ... ... ... ... ... \n", + "101 7.348845 223.264940 11519.046527 8.889559 333.775777 \n", + "1734 3.928556 191.665998 17328.161457 7.692417 306.479558 \n", + "461 7.163999 203.781598 34226.072127 9.412035 320.258917 \n", + "2242 6.645657 170.269715 23432.109730 7.066565 333.775777 \n", + "264 6.618011 233.661636 19598.860740 4.701049 432.556385 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "2214 502.789396 16.135732 60.393982 3.835332 \n", + "1634 306.386283 7.122391 41.190507 3.594217 \n", + "2605 361.705354 14.554220 60.612230 4.400706 \n", + "114 373.050102 16.826619 74.086080 3.902353 \n", + "129 481.771934 16.535186 46.205748 3.548776 \n", + "... ... ... ... ... \n", + "101 494.158434 18.145374 73.715522 4.880875 \n", + "1734 406.085614 9.578602 45.480738 5.060836 \n", + "461 415.577513 16.221044 90.184208 3.354322 \n", + "2242 513.364946 20.264678 78.900888 4.170658 \n", + "264 401.669791 11.766146 73.191921 4.437696 \n", + "\n", + "[2620 rows x 9 columns]\n", + "\n", + "Тестовая выборка X:\n", + " ph hardness solids chloramines sulfate \\\n", + "664 7.036752 188.743562 19037.462638 6.034236 333.775777 \n", + "2530 6.172517 187.787017 10498.635154 7.722561 322.521035 \n", + "2870 7.036752 176.386651 26003.163265 7.809251 358.429774 \n", + "1045 6.369112 235.340943 34456.801132 9.170940 295.350524 \n", + "95 6.140878 197.876090 26687.874483 7.587196 329.231853 \n", + "... ... ... ... ... ... \n", + "322 7.798454 188.394942 32704.569286 11.078872 258.191184 \n", + "2042 7.669013 205.595635 11579.441693 4.263279 356.136518 \n", + "1696 7.290089 205.213105 26115.616326 5.137891 357.794088 \n", + "1259 7.036752 164.094744 9344.653322 5.959309 349.019434 \n", + "1094 7.741245 218.237186 22824.699465 8.696479 363.992748 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "664 388.065857 15.149068 78.499418 2.723651 \n", + "2530 467.090425 21.233978 68.163642 4.129985 \n", + "2870 336.142005 14.447961 90.224844 4.410674 \n", + "1045 357.417285 9.213268 59.280269 2.275903 \n", + "95 548.072761 15.836330 41.263648 5.359460 \n", + "... ... ... ... ... \n", + "322 507.178688 18.272439 85.177662 4.107267 \n", + "2042 407.721613 10.829045 83.243808 4.589513 \n", + "1696 402.874799 7.960478 63.698514 4.700618 \n", + "1259 367.389811 13.937968 88.771969 4.559337 \n", + "1094 521.016261 15.310631 73.723070 3.741143 \n", + "\n", + "[656 rows x 9 columns]\n", + "\n", + "Обучающая выборка y:\n", + "2214 0\n", + "1634 1\n", + "2605 0\n", + "114 0\n", + "129 0\n", + " ..\n", + "101 0\n", + "1734 0\n", + "461 0\n", + "2242 0\n", + "264 1\n", + "Name: potability, Length: 2620, dtype: int64\n", + "\n", + "Тестовая выборка y:\n", + "664 1\n", + "2530 0\n", + "2870 0\n", + "1045 0\n", + "95 0\n", + " ..\n", + "322 1\n", + "2042 1\n", + "1696 0\n", + "1259 0\n", + "1094 1\n", + "Name: potability, Length: 656, dtype: int64\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "X = df4.drop(columns=[\"potability\", \"turbidity_level_encoded\", \"turbidity_level\"]) # Убираем целевой признак, оставляем только признаки\n", + "y = df4[\"potability\"]\n", + "\n", + "# Разбиение на 80% train и 20% test\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42, stratify=y)\n", + "\n", + "# Вывод размеров получившихся выборок\n", + "print(f\"Размер X_train: {X_train.shape}\")\n", + "print(f\"Размер X_test: {X_test.shape}\")\n", + "print(f\"Размер y_train: {y_train.shape}\")\n", + "print(f\"Размер y_test: {y_test.shape}\")\n", + "print(\"Обучающая выборка X:\")\n", + "print(X_train)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test)\n", + "print(\"\\nОбучающая выборка y:\")\n", + "print(y_train)\n", + "print(\"\\nТестовая выборка y:\")\n", + "print(y_test)" + ] + }, + { + "cell_type": "markdown", + "id": "30a67195-1a78-4cd7-9bc3-a25d19e203b1", + "metadata": {}, + "source": [ + "___\n", + "# №9" + ] + }, + { + "cell_type": "markdown", + "id": "fa0d1354-b543-4b3b-9340-54e4a0547d54", + "metadata": {}, + "source": [ + "Большая разница дипозонов может повлиять на работу моделей." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "d7dc5bda-12cd-463b-ac3a-af36cb966a35", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "\n", + "scaler = MinMaxScaler()\n", + "X_train_scaled = scaler.fit_transform(X_train) # Обучаем на train и трансформируем\n", + "X_test_scaled = scaler.transform(X_test) # Применяем те же параметры к test\n" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "6fdeb591-760a-4199-b27f-656116a2b537", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Обучающая выборка X:\n", + "[[0.57046271 0.58472759 0.36101185 ... 0.56177277 0.48397707 0.44658239]\n", + " [0.43638592 0.65145885 0.20798929 ... 0.19842985 0.32818312 0.4006277 ]\n", + " [0.61723598 0.65685932 0.47032324 ... 0.49801936 0.48574768 0.55433844]\n", + " ...\n", + " [0.52100308 0.56711692 0.55667731 ... 0.56521182 0.72565923 0.35490547]\n", + " [0.48207023 0.44556141 0.37945475 ... 0.72821752 0.63411991 0.51049297]\n", + " [0.4799937 0.67549888 0.31651788 ... 0.38562743 0.58780419 0.56138844]]\n", + "\n", + "Тестовая выборка X:\n", + "[[0.5114455 0.51257041 0.30730047 ... 0.52199869 0.63086286 0.2347041 ]\n", + " [0.44653251 0.5091008 0.16710423 ... 0.76729163 0.54701077 0.50274104]\n", + " [0.5114455 0.46774898 0.42166804 ... 0.49373589 0.7259889 0.55623827]\n", + " ...\n", + " [0.5304737 0.57230933 0.42351437 ... 0.23221452 0.51078609 0.61149954]\n", + " [0.5114455 0.42316333 0.14815738 ... 0.4731772 0.71420202 0.58457229]\n", + " [0.56436023 0.61955075 0.36948188 ... 0.52851157 0.5921133 0.42863071]]\n" + ] + } + ], + "source": [ + "print(\"Обучающая выборка X:\")\n", + "print(X_train_scaled)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test_scaled)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "1e388ce5-bf43-40c7-b930-43a514ac1194", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbidity
00.5704630.5847280.3610120.4332190.7928950.5618620.5617730.4839770.446582
10.4363860.6514590.2079890.6401690.7481750.2184150.1984300.3281830.400628
20.6172360.6568590.4703230.4591820.5816990.3151500.4980190.4857480.554338
30.4895550.6202310.3538370.5368430.5816990.3349890.5896240.5950580.459356
40.4716170.5616920.2752780.4609260.5614920.5251090.5778750.3688710.391967
..............................
26150.5348870.6377880.1838580.6726830.5816990.5467690.6427850.5920520.645855
26160.2779880.5231710.2792360.5783590.5041590.3927580.2974440.3629890.680154
26170.5210030.5671170.5566770.7138490.5433020.4093560.5652120.7256590.354905
26180.4820700.4455610.3794550.5290470.5816990.5803550.7282180.6341200.510493
26190.4799940.6754990.3165180.3426660.8623010.3850360.3856270.5878040.561388
\n", + "

2620 rows × 9 columns

\n", + "
" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate conductivity \\\n", + "0 0.570463 0.584728 0.361012 0.433219 0.792895 0.561862 \n", + "1 0.436386 0.651459 0.207989 0.640169 0.748175 0.218415 \n", + "2 0.617236 0.656859 0.470323 0.459182 0.581699 0.315150 \n", + "3 0.489555 0.620231 0.353837 0.536843 0.581699 0.334989 \n", + "4 0.471617 0.561692 0.275278 0.460926 0.561492 0.525109 \n", + "... ... ... ... ... ... ... \n", + "2615 0.534887 0.637788 0.183858 0.672683 0.581699 0.546769 \n", + "2616 0.277988 0.523171 0.279236 0.578359 0.504159 0.392758 \n", + "2617 0.521003 0.567117 0.556677 0.713849 0.543302 0.409356 \n", + "2618 0.482070 0.445561 0.379455 0.529047 0.581699 0.580355 \n", + "2619 0.479994 0.675499 0.316518 0.342666 0.862301 0.385036 \n", + "\n", + " organic_carbon trihalomethanes turbidity \n", + "0 0.561773 0.483977 0.446582 \n", + "1 0.198430 0.328183 0.400628 \n", + "2 0.498019 0.485748 0.554338 \n", + "3 0.589624 0.595058 0.459356 \n", + "4 0.577875 0.368871 0.391967 \n", + "... ... ... ... \n", + "2615 0.642785 0.592052 0.645855 \n", + "2616 0.297444 0.362989 0.680154 \n", + "2617 0.565212 0.725659 0.354905 \n", + "2618 0.728218 0.634120 0.510493 \n", + "2619 0.385627 0.587804 0.561388 \n", + "\n", + "[2620 rows x 9 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Преобразуем нормализованные данные обратно в DataFrame с исходными именами колонок\n", + "X_train_scaled_df = pd.DataFrame(X_train_scaled, columns=X.columns)\n", + "\n", + "# Теперь ты можешь увидеть нормализованные данные с названиями столбцов\n", + "X_train_scaled_df" + ] + }, + { + "cell_type": "markdown", + "id": "ab8e575d-5e81-401a-865a-c64a8ac99f67", + "metadata": {}, + "source": [ + "___\n", + "# Лабораторная работа 2" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "baadf589-f410-490f-a02e-68c63fc3347c", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "from sklearn.model_selection import GridSearchCV" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "21e21e6f-74b1-4b3b-a7ad-bfd0f8b2fb63", + "metadata": {}, + "outputs": [], + "source": [ + "# from sklearn.model_selection import GridSearchCV\n", + "\n", + "# # Для дерева решений\n", + "# param_grid_dt = {'max_depth': list(range(1, 11))}\n", + "# grid_search_dt = GridSearchCV(DecisionTreeClassifier(random_state=42), param_grid_dt, cv=5)\n", + "# grid_search_dt.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для дерева решений:\", grid_search_dt.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_dt.best_score_)\n", + "\n", + "# # Для K-ближайших соседей\n", + "# param_grid_knn = {'n_neighbors': list(range(1, 31))}\n", + "# grid_search_knn = GridSearchCV(KNeighborsClassifier(), param_grid_knn, cv=5)\n", + "# grid_search_knn.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для KNN:\", grid_search_knn.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_knn.best_score_)\n", + "\n", + "# # Случайный лес\n", + "# param_grid_rf = {\n", + "# 'n_estimators': [10, 50, 100, 200, 500],\n", + "# 'max_depth': list(range(1, 11)),\n", + "# 'min_samples_split': [2, 5, 10],\n", + "# 'min_samples_leaf': [1, 5, 10]\n", + "# }\n", + "# grid_search_rf = GridSearchCV(RandomForestClassifier(random_state=42), param_grid_rf, cv=5)\n", + "# grid_search_rf.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для случайного леса:\", grid_search_rf.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_rf.best_score_)\n", + "\n", + "# # Градиентный бустинг\n", + "# param_grid_catboost = {\n", + "# 'iterations': [50, 100, 200, 500, 1000],\n", + "# 'learning_rate': [0.01, 0.05, 0.1, 0.5],\n", + "# 'depth': list(range(1, 11))\n", + "# }\n", + "# grid_search_catboost = GridSearchCV(CatBoostClassifier(random_state=42, verbose=200), param_grid_catboost, cv=5)\n", + "# grid_search_catboost.fit(X_train, y_train)\n", + "# print(\"Лучшие параметры для градиентного бустинга (CatBoost):\", grid_search_catboost.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_catboost.best_score_)\n", + "\n", + "# # Нейронные сети\n", + "# param_grid_mlp = {\n", + "# 'hidden_layer_sizes': [(10,), (50,), (100,), (200,), (500,)],\n", + "# 'max_iter': [100, 200, 500, 1000],\n", + "# 'activation': ['relu', 'tanh', 'logistic']\n", + "# }\n", + "# grid_search_mlp = GridSearchCV(MLPClassifier(random_state=42), param_grid_mlp, cv=5)\n", + "# grid_search_mlp.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для нейронной сети:\", grid_search_mlp.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_mlp.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "8295f5b0-6be0-4035-a74f-4aaeae06bd53", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для KNN: {'n_neighbors': 33}\n", + "Лучшая точность: 0.648854961832061\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Для K-ближайших соседей\n", + "param_grid_knn = {'n_neighbors': list(range(1, 36))} # Количество ближайших соседей, которые учитываются при прогнозировании.\n", + " grid_search_knn = GridSearchCV(KNeighborsClassifier(), param_grid_knn, cv=5, n_jobs=-1)\n", + "grid_search_knn.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для KNN:\", grid_search_knn.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_knn.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_knn['n_neighbors'], grid_search_knn.cv_results_['mean_test_score'])\n", + "plt.xlabel('Количество ближайших соседей')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества ближайших соседей на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "2049f73c-ea87-44fa-b4c5-4d1358dfa5af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для дерева решений: {'max_depth': 7}\n", + "Лучшая точность: 0.6312977099236641\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Для дерева решений\n", + "param_grid_dt = {'max_depth': list(range(1, 11))} # Максимальная глубина дерева.\n", + "grid_search_dt = GridSearchCV(DecisionTreeClassifier(random_state=42), param_grid_dt, cv=5, n_jobs=-1)\n", + "grid_search_dt.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для дерева решений:\", grid_search_dt.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_dt.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_dt['max_depth'], grid_search_dt.cv_results_['mean_test_score'])\n", + "plt.xlabel('Глубина дерева')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние глубины дерева на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "457be502-e78a-4c9a-ae46-ea513768ce84", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для случайного леса: {'max_depth': 10, 'min_samples_leaf': 1, 'min_samples_split': 5, 'n_estimators': 500}\n", + "Лучшая точность: 0.6625954198473283\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Случайный лес\n", + "param_grid_rf = {\n", + " 'n_estimators': [10, 50, 100, 200, 500], # Количество деревьев в лесу.\n", + " 'max_depth': list(range(1, 16)), # Максимальная глубина каждого дерева. \n", + " 'min_samples_split': [2, 5, 10],\n", + " 'min_samples_leaf': [1, 5, 10]\n", + "}\n", + "grid_search_rf = GridSearchCV(RandomForestClassifier(random_state=42), param_grid_rf, cv=5, n_jobs=-1)\n", + "grid_search_rf.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для случайного леса:\", grid_search_rf.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_rf.best_score_)\n", + "\n", + "# Преобразуем результаты в DataFrame для удобства\n", + "df_rf = pd.DataFrame(grid_search_rf.cv_results_)\n", + "\n", + "# Визуализация для n_estimators\n", + "plt.figure(figsize=(8, 6))\n", + "for max_depth in param_grid_rf['max_depth']:\n", + " df_filtered = df_rf[(df_rf['param_max_depth'] == max_depth)]\n", + " plt.plot(df_filtered['param_n_estimators'], df_filtered['mean_test_score'], label=f'max_depth={max_depth}')\n", + "plt.xlabel('Количество деревьев')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества деревьев на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "98724b62-b104-497e-8407-d8d6b00bc6dd", + "metadata": {}, + "outputs": [], + "source": [ + "# Градиентный бустинг\n", + "param_grid_catboost = {\n", + " 'iterations': [50, 100, 200, 500, 1000], # Количество итераций\n", + " 'learning_rate': [0.01, 0.05, 0.1, 0.5], # Скорость обучения\n", + " 'depth': list(range(1, 11)) # Максимальная глубина дерева\n", + "}\n", + "grid_search_catboost = GridSearchCV(CatBoostClassifier(random_state=42, verbose=0), param_grid_catboost, cv=5, n_jobs=-1)\n", + "grid_search_catboost.fit(X_train, y_train)\n", + "print(\"Лучшие параметры для градиентного бустинга (CatBoost):\", grid_search_catboost.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_catboost.best_score)\n", + " \n", + "# Визуализация для каждого параметра\n", + "df_catboost = pd.DataFrame(grid_search_catboost.cv_results_)\n", + "\n", + "# Визуализация для iterations\n", + "plt.figure(figsize=(8, 6))\n", + "for depth in param_grid_catboost['depth']:\n", + " df_filtered = df_catboost[(df_catboost['param_depth'] == depth)]\n", + " plt.plot(df_filtered['param_iterations'], df_filtered['mean_test_score'], label=f'depth={depth}')\n", + "plt.xlabel('Количество итераций')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества итераций на точность')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "d6afac17-2f34-41f8-93b9-92c6577b0f42", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для нейронной сети: {'activation': 'relu', 'hidden_layer_sizes': (500,), 'max_iter': 200}\n", + "Лучшая точность: 0.6751908396946565\n" + ] + }, + { + "data": { + "image/png": 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119IM3d76M6ifLR1HoNtd3/tmSu321iNBuu76mbOmAdRBb/o504F1iXuPb0R/drQ31ypp0HIg3YcarAG3BHM2ADl8WrLQ0FAztc7YsWMTTI9TpkwZV69evcz0PoklNy1Zp06dUpyiKjw83ExBpVOTeVsuI9OS6X0zZ85M1VRG48ePdzVq1MhMHaVTF9WpU8f1yiuveF3X1LyeTneUL1++BNNQLVq0yNWiRQvzHvrY/fff79q2bVuCqZlq167t+vDDD5NMS5TctGRpWcfUTHMUHR3teu+998x21im2ChYsaLbLG2+84bpw4UKCZSdMmOBq0KCBezl9rZ9//jld05JZF52mST9nug6e206nJXvxxRddJUuWNNtPt+OqVatSnKopPdOSpeXzkNrtb62jfk5HjhzpKlu2rNlmrVq1MtNVJXajz0lap8lK62taF122Zs2arg8++MDrNFnpbY/uV53STqcizJ8/v5nGT7dr4qnAbuRGn/ONGze6OnToYKYKDAsLM9PFrVy5MlWvnZFpyVK7vdXBgwfN9GRFixY1n4lKlSqZz2lUVFSapyXz3He6zg0bNjRTDQKezISif8VfAAAyh/aQ6skytOfPW106AGQVangBAADgaAReAAAAOBqBFwAAAI5GDS8AAAAcjR5eAAAAOBqBFwAAAI7GiSe80DMoHTt2zJwyM6XTjAIAAMAeWpWrJxvRE//oWfxSQuD1QsOu5/nGAQAAkD0dPnzYnNo+JQReL7Rn19qAqTnFKQAAALJWRESE6aC0cltKCLxeWGUMGnYJvAAAANlXaspPGbQGAAAARyPwAgAAwNEIvAAAAHA0Ai8AAAAcjcALAAAARyPwAgAAwNEIvAAAAHA0Ai8AAAAcjcALAAAARyPwAgAAwNEIvAAAAHA0Ai8AAAAcjcALAAAARyPwAgAAwNEIvAAAAHA0Ai8AAAAcjcALAACADFu+O1zWHTgr2VGg3Q0AAACAb7t4NUae+GKNub7vnXvE399PshN6eAEAAJAhZy5Fu6/HxrskuyHwAgAAwNEIvAAAAHA0Ai8AAAAcjcALAAAARyPwAgAAwNEIvAAAAHA0Ai8AAAAcjcALAAAARyPwAgAAwNEIvAAAAHA0Ai8AAAAcjcALAAAARyPwAgAAwNEIvAAAAHA0Ai8AAAAcjcALAAAARyPwAgAAwNEIvEAKXC6XjFq4U75cdUDi4l12NwcAAKRDYHqeBOQUe09fko+W7DHXZ285Jv/pUk/KF85td7MAAEAa0MMLpCA69q9e3XUHzknHD3+Tr1YfND2/AADANxB4gVTIGxIoTSsWksvRcfJ/s7ZKj4nr5MSFq3Y3CwAApAKBF0iF0OAA+aZ3M3ntvpoSEugvy3adlvYf/CqzNh2ltxcAgGyOwAukkr+/n/y9ZUWZ83wrqVcmv0RcjZUXpm2WZ7/eKGcuRdndPAAAkAwCL5BGlYvlke/63CYvtqsqgf5+Mm/rCekwepn8vO2k3U0DAABeEHiBdAgM8Jfn7qois/q2kKrF80j4pWjp/b/18tL0LRJxNcbu5iEZB8Ij5dddp2XDwbOy40SEHD57Wc5GRktUbJzdTQMA3ERMSwZkQO3S+eXH51rKqJ93yfhl+2TGhiOyck+4jOhST1pULmJ38+Dh/OVoaf/BMomOi/f6eFCAn+QOCZTcwYGSOyTAXM8TEihhwX9dv/b4tduej1uPeS6vtd5+fn5ZvZoAAC8IvEAGhQQGyKsda0i7GsXlxelb5OCZy9Lt8zXSo3l5GdyxhuQKDrC7iRCRM5HRJuxqBi1bMEwio2LlUlSsRMVeC8AxcS45fznGXDKDlrt4D80B10O1FZIDJCzYI1BfD9u6jHt5AjQAZAiBF8gkjSsUkrnPt5Lh87bLV6sPyeRVB2XZ7nAZ+Wg9aViuoN3Nw3X5QoNk2St3uG/HxsVLZHScCcDmcv36pUS3rfsuR8XJpejrj5lLnERG//X41ZhrATo23iUXrsSYS2YI0AB9vTc5zCMs53aH5+uhOvja4+Yxd6/0tcf/6qUOlNAgAjSAnCNbBN4xY8bIiBEj5MSJE1KvXj35+OOP5dZbb012+fPnz8uQIUPk+++/l7Nnz0r58uVl9OjRcs8995jHK1SoIAcPHkzyvGeffda8F3CzaJh4u3MdaV+zhLwy43fZHx4pj4xdKc+0uUX6t61ieoOR/eqx8+fSS1CmvJ4G6MsxniE5Ti5bATr6r9vWY9dC9V/h2YTq68vpfVdirtUX66mtdWYQvWRWgLbKMTzLMryVaniWclj3JS7lIEADyM5sD7zTpk2TgQMHyrhx46Rp06YmuHbo0EF27twpxYoVS7J8dHS0tGvXzjw2Y8YMKV26tAm3BQoUcC+zbt06iYv7axDK1q1bzXO6dOmSZeuFnK111aKy4IXW8vqPf8rMTUflv0v3ypIdp+SDrvWlRsl8djcPNzlA59NLaOYEaA26GoCtMPxXQP6rJ9ozIHvrpdYTpnhet1734tVYc8kM/n6SpLfZum3KNqyw7FEjnbSX+q+e6FxBAQRoAM4JvKNGjZLevXtLz549zW0NvnPmzJEJEybI4MGDkyyv92uv7sqVKyUoKMjdo+upaNGiCW6/++67csstt0ibNm1u6roAnvKHBZmA26FWcfnXzK2y48RFeeCT5fJC26ryz9aVTDACUtMTmzc0yFwyQ7wG6Os90O4A7dHT7C7bSCZc6+2Ej18L0PEukYtRseaSGTTr5vYMx4nLMlLR6+x5W68ToIGcy9bAq721GzZskFdffdV9n7+/v7Rt21ZWrVrl9TmzZ8+W5s2bS9++feWHH34w4fbxxx+XQYMGSUBAgNf3+Oqrr0wvcnK/7KKioszFEhERkSnrB6i7a5eURuULyb9m/mHm6h2xYKcs2n5SRnapJ5WK5rG7eciBJ1DREKiX4pkUoK8kCNAJa5r19rUeaI8Sj0SPJwjW0bGiJy/Uiz6uF5GMn9hFf/2HBSUfkL0FaM8Bhtdqpz0CdFCA2ZYAfIOtgTc8PNyUHhQvnvDXrt7esWOH1+fs27dPlixZIt26dZO5c+fKnj17TG1uTEyMDBs2LMnys2bNMjW/Tz31VLLtGD58uLzxxhuZsEaAd0Xzhsj4JxvJ9xuPyuuz/5RNh87LPR/9ZmZ3eLJZef5wwmfpZ9cKjEmL0DIQoG9UtnE9HKfUS22e6xGgTalHdJycupg5Z0ZMPPuG52wbVqmG5wDCa73OSQcQWsGa3wOAg0sa0io+Pt7U744fP9706DZq1EiOHj1qBr15C7xffPGFdOzYUUqVKpXsa2oPs/YAe/bwli1b9qatA3ImPcLwcKMy0uyWwvLKjC2yYs8ZGTb7T1m47YS8/0g9KV0gl91NBLJVgJa8GX89l8vqgU6+rvlaoL7B7Bwey2v5htL79HI6EwP0tdDsOcNG6ueBTlw/reUwALJB4C1SpIgJrSdPJjwlq94uUaKE1+eULFnS1O56li/UqFHDzPCg5QvBwcHu+3Uw26JFi8xsDikJCQkxFyAraLD9sldT+WrNQXln7nYTfO/+YJkMvb+mPNKoDHWGQCbSnycNkXrRIy2ZEaB16rnEZRt/zbThMTNHtLfe52vX/5q5I84MIPQM0OGXMmHFRczAP2/zOpte50QDCr0NILSCt9VzTYCGL7M18Go41R7axYsXS+fOnd09uHq7X79+Xp/TokULmTJlillO633Vrl27TBD2DLtq4sSJpjf43nvvzYK1AdLWi9W9eQVpVaWovPjtZtl46Ly8PON3WfDnSRn+UJ1M+cMM4OYEaD2ZjF6K5MmcAK0nP/Gcli5JWUYqep09H9c5oJX2bOtFT32eGXTqub/KMjx6opOcnfDG80DrbQbuIkeVNGgpQY8ePaRx48Zm7l2dliwyMtI9a0P37t3N1GNaZ6v69Okjn3zyifTv31+ee+452b17t7zzzjvy/PPPJ3hdDcQaePW1AwNtX03Aq4pFcsv0Z26TT5ftlQ9+3mUGs20cfU7+3bm2dKxT0u7mAciCAB0aFGAuhTNhDKtngPZWtuEtIHsr8/DstdazECrt2b4ao+E5cwK0nj3QGgyYOzj5wYI3GkB47WQrARJEgLZVcOBf2z87Hqi0PQl27dpVTp8+LUOHDjVlCfXr15f58+e7B7IdOnTI3ZOrtLZ2wYIFMmDAAKlbt64Jwxp+dZYGT1rKoM/t1atXlq8TkBZ6mPDZ2yvLHdWKycBvt8j24xHS5+uN0rl+KXnjgdpmejMASHOAzqTXjIr9qwb6r1IOjxOqJOl9Tv6EKnpdT/F97XXjJSo2Ws5EZl7guvHpu5POEe1ZtmH1ROttzwCHG9N6cot/Nky8tgdepeULyZUwLF26NMl9Oi3Z6tWrU3zN9u3bm2+6gK/QE1L80LeFfLh4l4xduldmbT4mq/edlfceqSttqiacWxoAsoqeIVIvhXInLBtMr2irhCPRCVU8Z+LwDMg3KunQ17Ne92xstJzNrAAd4J9kHujkyjaSHUDo0XNNgLZXtgi8AK7RX4gvd6gud9UoLi99u0X2hUdKjwlrpVvTcvKve2pcG7kOAD7+ey44MFgKZlKAjomLT75sI8Xp6xKe9tt6THuelfZER1+Ol3OXYzKlnUEB12cgCU5UlpHoDIXX7vM4O2GSXupry2ogZ5Bz6vHXE8iGGpYrKHOebyXvzd8hk1YekK/XHJLfdofLyEfrSZMKhexuHgBkG1q7WyAs2FwyK0Cbswmaswr+NRPHX73OKZdtJDzNd6ypfb72ui45fznGXDJD4PUp/JLOA+29bCN3CgMI9brWVDs5QBN4gWxKR4G//kAtaVezuLw8fYscOntZHv10lTzdqpIMaFfV1OgBADI/QOcP88+08ROx2gN9vRzDW9lGkhOqeExp5z6Nt0ew1pk3zOvGu+TClRhzyawAHXaDsgzTK51o8KB1XU8ak50ReIFsrkXlIjJ/QGt568dtMn3DEfl02T75ZecpGfVofaldOr/dzQMApECnX8ufSy+ZE6B13mbPAJyaqeoupTC40DNAR1yNNRcnIvACPiBfaJCM6FJP2tcqIa9+/7vsOnlJOo9ZIc/fVUWevf0W5rMEgBw0s4/+TdBLZgXoyx4DBK/1Oiesd/YMyDcaXKgzDmXHk5QQeAEfouUNjcq3kf+b9YfM/eOEjPp5lyzeftLU9lYulgnnYQUA5CgB/n6SNzTIXJyMbiHAx+jUQGMebygf/q2+5AsNlC1HLsi9Hy2Xz3/bl+1rqAAAsAOBF/BBOpK2U/3SsnBAG2ldtaiZRuftOdvlsc9Wy+Gzl+1uHgAA2QqBF/BhJfKHyuSeTeTfD9Y2o2vX7D8rd49eJlPXHuLEKwAAXEfgBRzQ29utaXmZ17+VNKlQ0IzCHfz9H/L3yevlVMRVu5sHAIDtCLxIt48X75YKg+fI3tOX7G4KRKR84dwy9enm8q97qpsz8CzZcUraj14mP245ZnfTAACwFYEX6Tby513m/26frbG7KfAYbft061vkp+dbSu3S+cwZfZ77ZpP0m7JRzkVG2908AABsQeBFhp2IuGrOJIPso2rxvDLz2RbS/64qJgT/9Ptx09u7ZMdJu5sGAECWI/Ai3XR2AMtvu8NtbQu8nx5TT0E889nbpHKxPHL6YpT0mrReBs34XS5ezZxTUQIA4AsIvEi34IC/zqQyfcNhW9uC5NUtU0B+eq6l/KNlRfHzE5m2/rB0/PA3WbX3jN1NAwAgSxB4kSkWbTtFjWg2FhoUIP93X035pnczKVMwlxw5d8XM2fvmj9vk6vXzqAMA4FQEXmSK6Lh4mc1sANles0qFZf4LreWxW8ua2xNW7Jd7P/pNthw+b3fTAAC4aQi8yLDqJfKa/ylr8A15QgJl+EN1ZeJTTaRY3hDZezpSHhq7UkYt3CnRsQw+BAA4D4EXGaanuA0K8JOtRyNk+/EIu5uDVLqjejFZOKC1PFCvlMTFu+SjJXvkwf+ukJ0nLtrdNAAAMhWBFxlWKHeQ3FW9uLk+Y8MRu5uDNCgQFiwfPdZAPnm8gRQIC5I/j0XI/R8vl09/3WtCMAAATkDgRabo0riM+X/WpqMSw5y8Pue+uqVk4Qut5c7qxUw99vB5O+Rv41fJwTORdjcNAIAMI/AiU7SpWlSK5AmRM5HR8suOU3Y3B+lQLF+ofNGjsbz/cF1T57vuwDm5e/Rv8uXqg+Jy0dsLAPBdBF5kisAAf3moYWlzfTplDT7Lz89PHm1SVub1byXNKhWSKzFx8tqsrdJ9wlo5fuGK3c0DACBdCLzINF0aXStr0B7e8EtRdjcHGVC2UJhM+UczGXpfTQkJ9Ddn0uvwwTKZuekIvb0AAJ9D4EWmqVI8r9QrW0Bi412mlhe+zd/fT3q1rChznm9l9mvE1VgZMG2L9Plqo5zhCw0AwIcQeHFTenmnr6cn0CkqF8sj3z3TXF5sV1UC/f1k/p8npMPoZbLwzxN2Nw0AgFQh8CJT3V+3lAQH+svOkxfNvLxwTo32c3dVkVl9W0i14nkl/FK0PP3lBnnx2y0ScTXG7uYBAJAiAi8yVf6wIOlQq4S5zpnXnKd26fwy+7kW8kybW8TfT+S7jUfk7g+WyYo94XY3DQCAZBF4cdPKGn7YfEyiYuPsbg4yWUhggAzuWF2+/WdzKV84TI5duCrdPl8jw37YKlei2d8AgOyHwItM16JyESmZP1QuXImRRduYk9epGlcoJHOfbyVPNitvbk9edVDu+eg32XDwnN1NAwAgAQIvMl2Av5/HnLyUNThZ7pBAeatzbflfr1ulRL5Q2R8eKV3GrZT35u+gdx8AkG0QeHFTPNKorPl/2a7TcjLiqt3NwU3WumpRWTCgtTzUoLTEu0TGLt0rnT5ZIduOMXARAGA/Ai9uiopFckvj8gVN+Pl+I3Py5gT5cwXJqK71ZdwTDaVw7mDZceKidBqzXMb8skdi4+Ltbh4AIAcj8OKm6dL4+py8Gw4zJ28Ocnftkqa3t33N4hIT55IRC3ZKl09Xyb7Tl+xuGgAghyLw4qa5t24pyRUUIPtOR8qmw+ftbg6yUJE8IfLpk41kZJd6kjckUDYdOm8GtE1asV/itdsfAIAsRODFTZMnJFA61r4+J+/6I3Y3B1nMz89PHm5UxvT2tqxcRK7GxMvrP26TJ75YI0fPX7G7eQCAHITAi5vqketlDT9tOcYcrTlUqQK5zCwOb3aqJaFB/rJy7xlzsorp6yl1AQBkDQIvbqpmFQtLmYK55GJUrCzcdsLu5sAm/v5+0r15BZnXv7U0LFfAfB5envG79P7fBjl9Mcru5gEAHI7Ai5sedB65fuY1yhqgs3dMf+Y2GXR3dQkO8JdF209Kh9HLZN4fx+1uGgDAwQi8uOkebngt8K7YG07tJsyJSfrcfovMfq6F1CiZT85GRkufrzfKC1M3yYXLMXY3DwDgQARe3HRlC4VJ80qFRcs1v99ALy+uqV4in/zQt4X0u6Oy+PuJzNp8TNqP/lV+3XXa7qYBAByGwIssnZN3xsYjDFSCW3Cgv7zUoZp81+c2qVQkt5yMiJIeE9bKv2b+IZFRsXY3DwDgEAReZIm7a5cw05QdPHNZ1u4/a3dzkM00KFdQ5jzfSp66rYK5PWXNIen44W+y7gCfFQBAxhF4kSXCggPl3jolzfXplDXAi1zBAfL6A7Vkyj+aSukCueTQ2cvy6Ker5J252+VqDFPaAQDSj8CLLC9rmPvHcQ5XI1m3VS4i815oJV0alTF13+OX7ZMHPlkuW49esLtpAAAfReBFlmlUvqCZlupydJwJvUBy8oUGyYgu9eTz7o3NaYp3nbwknceskA8X7ZaYuHi7mwcA8DEEXmTpqWbdc/JS1oBUaFuzuCwc0FruqVNCYuNd8sGiXfLw2JWy59RFu5sGAPAhBF5kqYcalhY/PzED1w6eibS7OfABhXIHy5jHG8qHf6sv+XMFye9HLsg9Hy2Xz3/bJ/HxzPgBALgxAi+yVMn8uaRl5SLm+nf08iINRwc61S9tenvbVC0q0bHx8vac7fK3z1bL4bOX7W4eACCbI/Aiy3VpXNb8/93Go/TQIU2K5wuVST2byDsP1pGw4ABzpODu0cvkm7WHmN8ZAJAsAi+yXPuaxSVvaKA5zfCqfWfsbg58sLf38ablZH7/1nJrhUISGR0nr37/h/SatE5ORly1u3kAgGyIwIssFxoUIA/UK2WuT19/2O7mwEeVKxwm3zzdTIbcU8Ocse2Xnael/QfLZPaWY3Y3DQCQzRB4YWtZw7ytJyTiaozdzYGPCvD3k96tK8lPz7WU2qXzyYUrMfL8N5uk75SNci4y2u7mAQCyCQIvbFGvTH6pUiyPRMXGy5zfmZMXGVO1eF6Z+WwL6X9XFROC9TPVfvQyWbLjpN1NAwBkA7YH3jFjxkiFChUkNDRUmjZtKmvXrk1x+fPnz0vfvn2lZMmSEhISIlWrVpW5c+cmWObo0aPyxBNPSOHChSVXrlxSp04dWb9+/U1eE6S1DtM68xplDcgMQQH+MqBdVZn57G1SuVgeOX0xSnpNWi+DZvwuFzmKAAA5mq2Bd9q0aTJw4EAZNmyYbNy4UerVqycdOnSQU6dOeV0+Ojpa2rVrJwcOHJAZM2bIzp075bPPPpPSpUu7lzl37py0aNFCgoKCZN68ebJt2zYZOXKkFCxYMAvXDKnRuUFp0xu38dB52XPqkt3NgUPULVPAlDj8o2VFM+fztPWH5e7Rv8lqBkgCQI4VaOebjxo1Snr37i09e/Y0t8eNGydz5syRCRMmyODBg5Msr/efPXtWVq5caQKt0t5hT++9956ULVtWJk6c6L6vYsWKKbYjKirKXCwREREZXjfcWLG8oXJ71aKyeMcp+W7jERl0d3W7mwQHDYz8v/tqSruaxeWlGVvk8NkrMmTmVrubBQDIaT282lu7YcMGadu27V+N8fc3t1etWuX1ObNnz5bmzZubkobixYtL7dq15Z133pG4uLgEyzRu3Fi6dOkixYoVkwYNGphe4JQMHz5c8ufP775oYEbWsMoavt94ROKYkxeZrGmlwjKvf2t57NZydjcFAJATA294eLgJqhpcPentEydOeH3Ovn37TCmDPk/rdl977TVTrvD2228nWGbs2LFSpUoVWbBggfTp00eef/55mTx5crJtefXVV+XChQvuy+HD1JRmlTurF5eCYUFyMiJKlu0+bXdz4EB5QgJl+EN1ZGLPJlK+cJjcWb2Y3U0CAGQxW0sa0io+Pt702o4fP14CAgKkUaNGZoDaiBEjTB2wtYz28GrPr9Ie3q1bt5pyiR49enh9XR38phdkPZ0/VU8ZO2nlAZmx4YjcUY0wgptDP1t3vMznCwByItt6eIsUKWJC68mTCacN0tslSpTw+hydmUFnZdDnWWrUqGF6hLVEwlqmZs2aCZ6nyxw6dOimrAcyr6zh5z9PyvnLzJ0KAAAcEniDg4NND+3ixYvd92nvrN7WOl1vdPaFPXv2mOUsu3btMiFXX89aRmdv8KTLlC9f/qatCzKmVqn8UqNkPomOi+csWQAAwFnTkumUZDqgTOtrt2/fbuptIyMj3bM2dO/e3dTXWvRxnaWhf//+JsTqjA5auqCD2CwDBgyQ1atXm/s1HE+ZMsWUQHgug+ynSyNrTt4jdjcFAAA4jK01vF27dpXTp0/L0KFDTVlC/fr1Zf78+e6BbFqGoDM3WHT2BB2IpqG2bt26Zv5dDb+DBg1yL9OkSROZOXOmCcpvvvmmmZJs9OjR0q1bN1vWEamfk3f4vO3yx9ELsuNEhFQvkc/uJgEAAIewfdBav379zMWbpUuXJrlPyx20Bzcl9913n7nAdxTKHWxGzy/486TMWH/EzKEKAADgiFMLA5Yuja7Nfzxr81GJifurThsAACAjCLzINm6vVlSK5AmR8EvRsnQnc/ICAIDMQeBFthEY4C8PNSxtrk9fz8k/AABA5iDwIlt55PpsDUt2nJLwS1F2NwcAADgAgRfZStXieaVemfwSG++SHzYzJy8AAMg4Ai+ynUcal3WXNbhcLrubAwAAfByBF9nOA3VLSXCgv+w4cVH+PBZhd3MAAICPI/Ai28kfFiTta147+ciMDZx5DQAAZAyBF9lSl8Z/zckbFRtnd3MAAIAPI/AiW2pZuYiUyBcq5y/HyOLtp+xuDgAA8GEEXmRLAf5+7jl5KWsAAAAZQeBFtp+Td+nOU3Iq4qrdzQEAAD6KwItsq1LRPNKofEGJd4l8v+mo3c0BAAA+isCLbK3L9V5eLWtgTl4AAJAeBF5ka/fWLSmhQf6y59Ql2Xz4vN3NAQAAPojAi2wtb2iQdKxd0lyfzuA1AACQDgRe+ExZw49bjsnVGObkBQAAaUPgRbbXrFJhKVMwl1y8GisL/jxhd3MAAICPIfAi2/P395OHG/41eA0AACAtCLzwqTl5l+8Jl6Pnr9jdHAAA4EMIvPAJZQuFSbNKhURnJpu5kV5eAACQegRe+Iwujcqa/5mTFwAApAWBFz6jY50Skjs4QA6cuSzrDpyzuzkAAMBHEHjhM8KCA82JKNSMDYftbg4AAPARBF74lC6Nr5U1zPn9uFyOjrW7OQAAwAcQeOFTGpcvKBUKh0lkdJzM/YM5eQEAwI0ReOFT/Pz83FOUUdYAAABSg8ALn/NQwzLi5yeyet9ZOXTmst3NAQAA2RyBFz6nVIFc0rJyEXN9BnPyAgCAGyDwwidZZQ3fbTgi8fHMyQsAAJJH4IVP6lCrhOQNDTSnGV6974zdzQEAANkYgRc+KTQoQB6oV8pcn76BsgYAAJA8Ai98vqxh3tbjcvFqjN3NAQAA2RSBFz6rftkCUrlYHrkaE29ORAEAAOANgRc+PSdvl+u9vJQ1AACA5BB44dMebFBaAvz9ZMPBc7L39CW7mwMAALIhAi98WrF8odKmalH3FGUAAACJEXjh86yyhu83HpU45uQFAACJEHjh8+6sUUwKhAXJiYir8tvu03Y3BwAAZDMEXvi8kMAA6Vy/tLk+g7IGAACQCIEXjpqTd+G2k3LhMnPyAgCAvxB44Qi1SuWT6iXySnRsvMzectTu5gAAgGyEwAvnzMnbuKy5TlkDAADwROCFY3SuX0oC/f1ky5ELsuvkRbubAwAAsgkCLxyjcJ4QubN6MXN9+vrDdjcHAABkEwReOIpV1jBz0zGJiYu3uzkAACAbIPDCUW6vVlSK5AmW8EtR8utO5uQFAAAEXjhMUIC/PNjg2py80zdQ1gAAAAi8cKBHGl0ra1i8/ZScuRRld3MAAIDNCLxwnGol8krdMvklNt4lP2w+ZndzAACAzQi8cKQu18+8Np05eQEAyPEIvHCk++uVkuAAf9l+PEK2Hr1gd3MAAICNCLxwpAJhwdKuVnFznTOvAQCQs2WLwDtmzBipUKGChIaGStOmTWXt2rUpLn/+/Hnp27evlCxZUkJCQqRq1aoyd+5c9+Ovv/66OdWs56V69epZsCbIjmUNP2w+KtGxzMkLAEBOFWh3A6ZNmyYDBw6UcePGmbA7evRo6dChg+zcuVOKFbt21ixP0dHR0q5dO/PYjBkzpHTp0nLw4EEpUKBAguVq1aolixYtct8ODLR9VZHFWlUpKsXzhcjJiChZvP2kdKxT0u4mAQCAnNjDO2rUKOndu7f07NlTatasaYJvWFiYTJgwwevyev/Zs2dl1qxZ0qJFC9Mz3KZNG6lXr16C5TTglihRwn0pUqRIFq0RsosAfz95qOG1Xl7KGgAAyLlsDbzaW7thwwZp27btXw3y9ze3V61a5fU5s2fPlubNm5uShuLFi0vt2rXlnXfekbi4uATL7d69W0qVKiWVKlWSbt26yaFDh5JtR1RUlERERCS4wBkeuV7WsHTXaTl18ardzQEAADkt8IaHh5ugqsHVk94+ceKE1+fs27fPlDLo87Ru97XXXpORI0fK22+/7V5GSyMmTZok8+fPl7Fjx8r+/fulVatWcvHiRa+vOXz4cMmfP7/7UrbstRMXwPfdUjSPNCxXQOLiXTJz41G7mwMAAHJiSUNaxcfHm/rd8ePHS6NGjaRr164yZMgQUwph6dixo3Tp0kXq1q1r6oE1GOtAt2+//dbra7766qty4cIF9+XwYU5J6yRdGpd1lzW4XC67mwMAAHJS4NW62oCAADl58mSC+/W21t16ozMz6KwM+jxLjRo1TI+wlkh4owPa9Dl79uzx+rjO9JAvX74EFzjHfXVLSmiQv+w+dUm2HGFOXgAAchpbA29wcLDppV28eHGCHly9rXW63uhANQ2uupxl165dJgjr63lz6dIl2bt3r1kGOU/e0CDpWPvavp++nt57AAByGttLGnRKss8++0wmT54s27dvlz59+khkZKSZtUF1797dlBxY9HGdpaF///4m6M6ZM8cMWtNBbJaXXnpJfv31Vzlw4ICsXLlSHnzwQdMj/Nhjj9myjsg+g9dmbzkmV2MSDnAEAADOZvvktFqDe/r0aRk6dKgpS6hfv74ZbGYNZNPZFXTmBosOKFuwYIEMGDDA1OjqPLwafgcNGuRe5siRIybcnjlzRooWLSotW7aU1atXm+vImZpXKiylC+SSo+evyMJtJ+WBeqXsbhIAAMgpgVf169fPXLxZunRpkvu03EEDbHKmTp2aqe2D7/P395OHG5WRjxbvNmUNBF4AAHIO20sagKzyyPWTUCzfEy7HL1yxuzkAACCLEHiRY5QrHCZNKxYSnZnse+bkBQAgxyDwIkfOyatlDczJCwBAzkDgRY7SsXYJCQsOkANnLsuGg+fsbg4AAMgCBF7kKLlDAuXeOtacvEfsbg4AAMgCBF7k2LKGn34/JpejY+1uDgAAyAnTkgFZqUmFglK+cJgcPHNZ5v1xwkxXBgBOFBcXJzExMXY3A0iXoKAgc+KwzEDgRY7j5+dnpigb+fMumbHhCIEXgOPooFw9mdP58+ftbgqQIQUKFJASJUqYv90ZQeBFjvRQozIyatEuWbXvjBw+e1nKFgqzu0kAkGmssFusWDEJCwvLcFgA7PjSdvnyZTl16pS5XbLktfE36UXgRY6kpxlucUsRcxIK7eUd0K6q3U0CgEwrY7DCbuHChe1uDpBuuXLlMv9r6NXPc0bKGzI0aO3ixYvy/PPPS+vWraVv375y4cKFjLwckKW6NL5WyvDdxiMSH8+cvACcwarZ1Z5dwNeFXf8cZ7QWPUOB98UXX5Qff/xRmjVrJsuWLZPnnnsuQ40BslKHWiUkb2igHDl3RVbvP2N3cwAgU1HGACfwy6TPcYYC76JFi+SLL76Q999/X6ZPny4LFizIlEYBWSE0KEDur1fKXJ/BnLwAADhWhgJveHi4VKhQwVyvWLGiuQ34kkeuz9Awd+txuXiVqXsAwKm9hLNmzbrp73P77bfLCy+8IL7IL4u2kc8E3oiICPdFXbp0yVynfhe+qEHZAnJL0dxyNSZe5v5x3O7mAAAy4PXXX5f69esnuf/48ePSsWPHTHufpUuXmoCYeNq377//Xt56661Mex/YGHh1PrSCBQuai4bdBg0amOs6Rxrga/QXlnXmNU41DADOpBklJCTkpr9PoUKFJG/evJKdcOKRdAbeX375RZYsWWIu3q4DvubBBqXF309k/cFzsj880u7mAECONn/+fGnZsqXpYNNp1e677z7Zu3ev+/EjR47IY489ZsJl7ty5pXHjxrJmzRqZNGmSvPHGG7JlyxbTmaEXvS/x4frbbrtNBg0alOA9T58+bc7qpQPw1ZdffmleV8OrhuXHH3/cPR/sgQMH5I477jDXtcNPX/upp57yWtJw7tw56d69u1lOZxvQXubdu3e7H9f26XrqGKgaNWpInjx55O677zY90uml7Rk7dqw88MADZvv8+9//Nvf/8MMP0rBhQwkNDZVKlSqZbRUbG5vqHuzNmzeb+3T9fVGa5+HVWt2yZcsy+hOOUTxfqLSpWlR+2XlaZmw4LC93qG53kwAg0yfxvxITZ8t75woKSFNmiIyMlIEDB0rdunXNkeShQ4fKgw8+aAKXnoigTZs2Urp0aZk9e7YJoxs3bpT4+Hjp2rWrbN261QRmHVSv8ufPn+T1u3XrZgbbv/vuu+52TZs2TUqVKiWtWrVy94pqaUK1atVM0NX2aKidO3euyUDfffedPPzww7Jz507Jly+fe77YxPQ5GnC1rbqcBu177rlHtm3bZgK20nX6z3/+Y0K2v7+/PPHEE/LSSy/J119/bR7X///5z3+muM3mzZvnbrtV2qHrN3r0aAkMDJTffvvNBO+PPvrILKdfIJ5++mmz7LBhwyQnSFfg1W8eOgEw4BRa1qCB97sNR2Vgu2oSoF2+AOAQGnZrDrVnJqVtb3aQsODUxw0Nkp4mTJggRYsWNSFx5cqVpjd23bp1podXVa5c2b2s9pBqwEupzPLRRx81vbDLly93h8QpU6aYXmMrAPfq1cu9vPaGalBs0qSJCeD6HtZ7axbSHlpvrKC7YsUK06tshVcNzNrb3KVLF3e4HjdunNxyyy3mdr9+/eTNN990v4721DZt2jTFbaZfADxpj3TPnj3dt3v16iWDBw+WHj16uNdJA/0rr7xC4E3pWyLgNHfVKCYFwoLkRMRVWbEnXFpXLWp3kwAgR9KgqL26Wqagsz9p7606dOiQ6eXVsUNW4EwPDc/t27c34VMD7/79+2XVqlXy6aefupfZsGGD6SXV8ggtS/BsQ82aNVP1Ptu3bzfh2zOsaomG9hrrYxYtdbDCrnUKXat8QmlZRVrrgrUcw9OWLVtM8LbKG6wz8l29etX0MOeEk5Sk69TCWj+jG8mbcuXKZbRNQJYLCQyQTvVKyeRVB2X6hiMEXgCOomUF2tNq13unxf333y/ly5eXzz77zJQZaNisXbu2REdHJ1s6kFZa1qBniv34449N726dOnXMxSqp6NChg7loKNaArEFXb2sbMptV2mDRXmbPzsX0lDRo7a6nS5cumZrdhx56KMlztaY3MS2tUJ7t8PXBb+kKvNqtn5huFN1J+o0B8NWyBg28C/48IRcux0j+sIS/hADAV+nf57SUFdjlzJkzpi5Ww64V4LT0wKJ1vZ9//rmcPXvWay9vcHBwqnJIp06dTA2r1vtq4NX6VsuOHTtMO7QGVssP1Pr165O8j0rpvXQQmg4K055qq6TBWr/U9hKnt6QhsYYNG5r39Sz/SImGfKUlrDrgTmnvui9L16dfd561MQCnqFUqn1QvkVd2nLgoP/5+TJ5oVt7uJgFAjqLhSg/7jx8/3hza155VrT21aJ3tO++8I507d5bhw4ebZTZt2mR6gps3b25OhqUlChrOypQpY0oBvE1Hpj2g+hqvvfaaKS/Q1/U8Uq2BVnt/n3nmGTMQLvHcutoDrV8ifvrpJzMITXuetbbXU5UqVUyw7t27tymX0Lboumg41ftTKz0lDYkNHTrUzHah6/bII4+YHlwtc9B1e/vtt5Msr8FYw76WdWgZxK5du2TkyJGSo6Yl0x2sG0x3trcL4Kv0s22deU3LGgAAWUuD2NSpU00NrZYxDBgwQEaMGOF+XIPowoULzWAxDZpahqA9sQEBAe4Bbzqtl04bph1z33zzTYplDRr6tCfZsxxTn6fThU2fPt30xOrr6ywKnjS0aomABtjixYubgWbeTJw4URo1amTCpgZyPRquMz0kLmO42Tp06GDCuW47PUrfrFkz+eCDD5LNbdo+3Xba26296u+9957XYOxL/FxpHIWmH8YTJ044epYGPXOcTmWiZ4/TaUTg3T8mr5NF20/Jew/Xka5NnFG7feZSlDR9Z7HExrvk5wGtJSbOJfd89JsUzRsi64a0tbt5AHBDOsZGezl1ViVv9ZmAUz7Paclrae7h1TelnAFOVThPiNxZ/dqXOXp5AQBwhjQHXj2b2owZM5Lcr13/kydPzqx2Abaxyhq+33hU4uKZhg8AgBwXeLVIvEiRIknu1xIHLSQHfN0d1YtJkTzBEn4pSn7d9ddciAAAIIcEXh0xqXUUiWnhsz4G+LqgAH/pXP/aFC8zKGsAACDnBV7tyf3999+T3K8jHXUqEcAJHml8razhwJnLdjcFAABkdeDVuer07CS//PKLmXBZL1rX279/f/nb3/6W0fYA2UL1EvmkTun8djcDAADYceIJnXz5wIEDctddd5lzRCs97Z+epYQaXjhJl8Zl5I+jF+xuBgAAyOrAq5M+T5s2zQRfLWPQs4voxM+cdAJO80C9UvL2T9slOi7e7qYAAIAMSPeJtatWrWpOm2edoQpwmgJhwdKuZnGZ88dxu5sCAACysoZX/e9//zO9utq7qxc97dyXX36ZkXYA2XrwWljwtdNWAgB8j3bMzZo166a/z+233y4vvPCCONGBAwfMdty8ebPkiB7eUaNGyWuvvWbOG92iRQtz3/Lly+WZZ56R8PBwc95rwClur1pU3upUSyoWyWN3UwAAN/D666+bYJs4lB0/flwKFiyYae+zdOlSueOOO+TcuXNSoEAB9/3ff/+9BAUFiZ00lM6cOVM6d+5sazt8PvB+/PHHMnbsWDNIzfLAAw9IrVq1zAeNwAsn0V8cTzavYHczAAAZUKJEiSx5n0KFCmXJ+yALShr0W9Jtt92W5H69Tx8DAABIr/nz50vLli1Nz6nO73/ffffJ3r173Y8fOXLETJGq4TJ37tzSuHFjWbNmjUyaNEneeOMNM6BeOyv0ovclLmnQvDJo0KAE73n69GnTM7ts2TJzW8s09XXz5s1rwvLjjz8up06dch/a195dpb3G+tpPPfWU15IG7QHWDkJdLiwsTDp27Ci7d+92P67t0/VcsGCB1KhRQ/LkySN33313uvNUhQrXOmgefPBB0y7r9t69e6VTp05SvHhx8x5NmjSRRYsWJXmuzrbVq1cvs97lypWT8ePHJ3mPffv2mfXX9alXr56sWrVKHBl4K1euLN9++22S+3XmBmsQGwAAyEZcLpHoSHsu+t5pEBkZKQMHDpT169fL4sWLxd/f3wQ4nQL10qVL0qZNGzl69KjMnj3bhNtXXnnFPNa1a1d58cUXzRFnDYx60fsS69atm0ydOlVcHu3SDFOqVClp1aqVuR0TE+OejUqDsoZcK9SWLVtWvvvuO3N9586d5n0+/PBDr+uiz9H10LZqMNT3vOeee8zrWy5fviz/+c9/TMjWwK1nrX3ppZfcj3/99dcmpKZ0+e2338yy69atM/9PnDjRtMu6fenSJfO+uj03bdpkQvX999+f5Ay5I0eONEFfl3n22WelT58+Zh09DRkyxLRPy0Z0AgP98hEbGyuOK2nQb0/6AdKdYtXwrlixwmxEb0EYAADYLOayyDul7Hnvfx0TCc6d6sUffvjhBLcnTJggRYsWlW3btsnKlStNb6wGOat8QDviLBr+9BwBKZUwPProo6YXVscfWQF3ypQpJrhZs05pL6elUqVK8tFHH5leUQ2O+h7We+vZZz1reD1pT64GXc1I1pFxDa8amDVEd+nSxdyn4XfcuHFyyy23mNs6RurNN99MUDbatGnTFLdZ6dKlzf+6nZS2yXMb1KtXz1wsGua1zlfbp+9n0VCsQVdpL/gHH3xgTjRWrVo19zIadu+99153JtQvGHv27JHq1auLowKvfhD10IFuBOvwgHbDr127Vho0aHAz2ggAAHIIDYpDhw41WUMHw2vvrdLeSO1V1KyRkVpZDYXt27c34VMD7/79+03v66effupeZsOGDWZckvbwalmCZxtq1qyZqvfZvn27Cd+eYVVLNDQ86mMWLQ2wwq4qWbKku3xCaXmBXjLi0qVLZn3mzJljen61R/bKlStJenh11i2Lhn8NzZ5tSbyMtlXpMo4LvKpRo0by1VdfZX5rAABA5gsKu9bTatd7p4EeateTWX322WemzEDDZu3atSU6OtpMhZoZtKzh+eefNwPxtXdXp1rVi1VS0aFDB3PRUKwBWYOh3tY2ZLbEszpo0PQst9A2/POf/0zxNebNm+furfbmpZdekp9//tmUTmiPuG7HRx55JMn6eGuLFfa9LWP1iCdexhGBNyIiIsXH8+XLl5H2AACAzKbBJA1lBXY5c+aMqRnVsGsFOC098Oxd/Pzzz+Xs2bNee3n1bLBxcXE3fB8dwPX000+bAXIaeD1nntqxY4dpx7vvvmvKD5TW4SZ+H5XSe+nRb+1J1Z5qq6TBWr/U9hKntaTBCqSJ27VixQpTT6y10FaPr9Yl5yRpDrxaF+LtzGr6bUTvT80HDQAAIDGdzUAP++vsAHq4XHtWBw8e7H5c62x1JgGdY3b48OFmGR1gpT3BzZs3NzMNaImClj6UKVPGlAKEhIQkeR+d3UFfQ88roOUF+roWnZ1AA632/uo5BrZu3WpqXj1pD7Rmnp9++snUvWqPqdb2etKB/Bqse/fubcoltC26LhpO9f7USmtJg24DHVel46x03XWbVqlSxcwRrL3n2m5db1/olbV1lgYtXl6yZInZmLohdVSh3rbuBwAASA+dkUFnUNAaWi1j0Ln9R4wY4X5cg+jChQvNYDENmlqGoD2xAQEB7nFGOgOBTpulpQjffPNNimUNWqOrPckaci36PJ0ubPr06aYnVl9fSwE8aWjVAVsaYHWqL8+BX550tgQtA9Wp1TSQa+fg3Llzb+rJKXSmBS1f0N5pa2zVqFGjTPDVnmYNvVqe0bBhQ8lJ/FyehSJppN849MOiIxidRMs28ufPLxcuXKBEIwX/mLxOFm0/Je89XEe6NvnrlwUAwD5Xr141vZwVK1aU0NBQu5sD3LTPc1ryWpp7eAEAAABfkuHA662eFwAAAPDZQWtaD2KFXJ3DTWtBrNGKauPGjZnbQgAAACArA6+OarSkZZQhAAAA4BOBd9iwYTenJQAAAMBNwKA1AAAAOFqae3h1HreUBqrp2U8AAAAAn+3hHT16tHzwwQfmohMZ68C1V1991X1feowZM8acGUTnV9PT561duzbF5c+fPy99+/Y1Z1jRk19UrVrVTOTsjU4YrQH9hRdeSFfbAAAAkMN6eHv06JHg9nPPPWfObJLek09MmzZNBg4cKOPGjTNhVwO1ngFEzzWtZ1JJLDo6Wtq1a2cemzFjhjnbycGDB80pjxNbt26dOZ2fnnsbAAAAOVOGanhjY2MlJibGfUq/9NBeYj3PdM+ePc0p/DT4hoWFyYQJE7wur/dr2cSsWbPMeaK1Z7hNmzZSr169BMtdunTJnDbws88+M2UYAAAgZ9IjvZobbrbbb7/d9iPKN2Ndb8/gei1dutS0S4/Q+0zgnT17trloz+xjjz1mTunmeQ7qtNDeWj1fdtu2bf9qkL+/ub1q1apk31/PR60lDXr+aj3X9jvvvCNxcXEJltPH77333gSvnZyoqChzejrPCwAA8C2vv/661K9fP8n9x48fl44dO2ba+yQX4L7//nt56623xGm+T8N6eQvHt912m9kHmhl9bh5erbfVsDlz5sx0n20tPDzcBFUNrp709o4dO7w+Z9++fbJkyRLTe6t1u3v27JFnn33W9DRbU6ZNnTrVnABDSxpSY/jw4fLGG2+kax0AAED2VqJEiSx5n0KFCokTFcrgeukJyrJqH2RaD298fLy5XL582Qwu09SelfS9tX53/Pjx0qhRI+natasMGTLElEKow4cPS//+/eXrr782oTw1dNDdhQsX3Bd9DQAAkPXmz58vLVu2NGNzChcuLPfdd5/s3bvX/fiRI0fMEWYNYblz55bGjRvLmjVrZNKkSabzasuWLaYjTi96X+LD/JpbBg0alOA9T58+LUFBQbJs2TJz+8svvzSvmzdvXhPUHn/8cTl16pR57MCBA3LHHXckmLnqqaee8tq7ee7cOenevbtZTss1tZd59+7d7se1fbqeCxYskBo1akiePHnk7rvvNr2hmeWPP/6QO++8U3LlymW259NPP23KPj3LU59//nn39tZto+O1PE80lni9/vvf/0qVKlVMztJOykceecTcr9vh119/lQ8//NC9D3R7eesRX7FihXld3S66fXT8lm6vbFnDqx86vaRXkSJFTP3vyZMnE9yvt5P7JqAzM+isDJ51w/ohOXHihLtEQj+UDRs2lMDAQHPRjf/RRx+Z64lLH5TO9JAvX74EFwAAnMLlcsnlmMu2XPS90yIyMtIMZl+/fr0sXrzYlDo++OCDpsNLg5qO2zl69KgpcdRw+8orr5jHtAPsxRdflFq1apnAqBe9LzE9QqxHgj3bpWWapUqVklatWpnbetRYD+Hr62tQ1tBmhdqyZcvKd999Z67rAHt9Hw143uhzdD20rVqqqe95zz33mNe3aAfif/7zHxOyNXAfOnRIXnrpJffj2oGnQTily2+//ZbsttQgWbBgQXPUe/r06bJo0SLp16+fe5n33nvPvMfEiRNNCNWyzpRqgHV9NCC/+eabZv31C0rr1q3NY7odtOxUx2ZZ+0C3V2KbN2+Wu+66y4zd0u2yfPlyuf/++71mNNtKGvRD9fbbb8vIkSPd3xD0G5B+yLSnVT+Yaeni1l5a/UBb3yT09fW2587wpAPVpkyZYpaz3mvXrl0mCOvr6QbUbzOedEBc9erVzbeWjAywAwDAF12JvSJNpzS15b3XPL5GwoLCUr28zvyUeLB60aJFZdu2bbJy5UrTG6vhzTrMXrlyZfeyGv60cyulw+ePPvqo6a3UkGUFXM0V2mtslWj26tXLvbzOQqWdZk2aNDG5R9/Dem894uxtliilPbkadDVEWkfDNVhqANRA2aVLF3Ofhl89Sn3LLbeY25p/NExaHnjgATOLVUp0xipvdL2uXr0q//vf/0xvuPrkk09MuNSgq72zH3/8sTnSrV8qrMeTm+pVaSDX19Ked81/5cuXlwYNGpjHtEZXs5j22qa0D95//33Tg649xRb9onIzpTnwaqj94osvzPy2Gj6Vfmi0UFw36r///e80vZ5+i9Ouc13xW2+91UxLpt9INKQqPRSgO1LrbFWfPn3MztCyBZ0STT9QOmhNv20o3fhaW+xJd4x20ye+HwAAZC/6d33o0KGmTEHH+mgHlxW0tGdQw1VGako1PLdv396ETw28+/fvN72MOo2pRY8Wa67RHl49zO7ZBu2VTI3t27eb8O0ZVjWLVKtWzTxm0XBohV2lHXhW+YSVa/SSHvo+OotV7uthV2l20/XR3lktSdCj6pq/LNoxqJ2R1jonplPDasjVLwJafqEXDcu6Hqml+9EK/FklzYF38uTJ8vnnn5tvHBad51ZDqQ4eS2vg1cMN+m1NP9xalqCjK7V73BrIph8uz15j/WaktS4DBgxwv6+G38T1OAAA4JpcgblMT6td750W2vuogUqnFdUyAw1e2mGlZYtah5oZtKxBO8q0d1N7QevUqWMunmUAetFQrAFZs4je1jZkNq0d9qS9zJ7lFtqGf/7znym+xrx589y91Tdb3rx5zcQAWpe7cOFCk9/0y4H2uifX251YZu3Hmxp4dQ5cLQ9ITO9L72mFtfs+uRIG3aCJaX3I6tWrU/363l4DAICcQkNUWsoK7HLmzBnT86hh1wpwehTZoh1d2ummecNbL68eTk9NHWinTp3M4C3tYNPAq0eTLTpLlLZDj2Rb9adat5r4fVRK76Xji3RAmPZUWyUN1vqltpc4oyUN2gYdGBcZGenu5dUSC+1I1J5mLUHQDkYNq1Ydrq6TBlpv07tZtOdap33Vi86QpUFXZ9B66KGHUrUPdD9q+WpWzpCV5kFr2jWuJQWJ6X2JT/4AAACQWjq4Sg/760xMOu2ohigtfbRona3Whuq4Hw1uOlWpDiCz5u7Xk1FpiYIeMtdyCJ1n3xsNf/oar732mjnsr69r0XMLaGjT3l99fa3DTTwHrfZA65eIn376yRyl9pz1wKKzGGiw1gFcGtq1POKJJ54w4VTvT0uPqtYpp3RJrsdUe7K1bKFHjx6ydetW+eWXX0w56JNPPuk+kq63tWz0hx9+MGFcj5prGUdyU87qOmtNs25jPdOt1gdrL7wGaGsfaMjXgX6eJSmetGZYQ7ZWBvz+++/mS8bYsWPN8tkm8GqhsRaQ67eTv//97+ai1/UbxIgRI25OKwEAgONpz6POoKA1tFrGoOWLntlCg6geRtfBYjrbgZYhaE+sNSBdB7xpTalOG6alCN98802y76VhUEOo9iR7nkBLn6eZRmc00Hyjr6+zKHjS0Kq9k4MHDzbBMbmj1DrzgdbD6gAvPTqtpQo6ICxxGcPNonW1WgZ69uxZM+hOpw/Twf2eHZdaEqqBX3u5tY06KE/LN5Kb2lV7c/VEFDrVmfYg64A73c7WoDOdYUL3h247qxwkMZ1tS/ejbn+tH9b31cCtPcc3i58rrfOFiMixY8dkzJgx7pND6AprStdaGyfQKTm0m1/n5GWKsuT9Y/I6WbT9lLz3cB3p2iR9Z9sDAGQuHUCuvZwVK1ZM9Xz0gEV7ZDXX6WwW2eGscSl9ntOS11IdpXWKDE3t+m1Bg21aB6cBAAAgezl48KDpbdX5jbUERHt/NWDqyTacJNUlDdp1761GBQAAAL5bRjJp0iRT8qBTlum5DPTkFNrL6ySp7uFNR+UDAAAAsrGyZcuaAYBOl6ZBa8mN2AMAAACyqzQNh9NRdTcKvemdixcAAGQejszCCVyZ9DlOU+DVOl4dDQcAALIna8qry5cv23JGKyAz6edYZXQqtzQF3r/97W9m7jsAAJA96RyoOlfqqVOnzG2dXYmSRPhiz66GXf0c6+fZmmv5pgdeflgAAPANejYyZYVewFdp2LU+zxnBLA0AADiMdlKVLFnSHJWNiYmxuzlAumgZQ0Z7dtMceL2dCxkAAGRfGhYyKzAAOWZaMgAAAMDXEHgBAADgaAReAAAAOBqBFwAAAI5G4AUAAICjEXgBAADgaAReAAAAOBqBFwAAAI5G4AUAAICjEXgBAADgaAReAAAAOBqBFwAAAI5G4AUAAICjEXgBAADgaAReAAAAOBqBFwAAAI5G4AUAAICjEXgBAADgaAReAAAAOBqBFwAAAI5G4AUAAICjEXgBAADgaAReAAAAOBqBFwAAAI5G4AUAAICjEXgBAADgaAReAAAAOBqBFwAAAI5G4AUAAICjEXgBAADgaAReAAAAOBqBFwAAAI5G4AUAAICjEXgBAADgaAReAAAAOBqBFwAAAI5G4AUAAICjEXgBAADgaAReAAAAOBqBFwAAAI5G4AUAAICjZYvAO2bMGKlQoYKEhoZK06ZNZe3atSkuf/78eenbt6+ULFlSQkJCpGrVqjJ37lz342PHjpW6detKvnz5zKV58+Yyb968LFgTAAAAZDeBdjdg2rRpMnDgQBk3bpwJu6NHj5YOHTrIzp07pVixYkmWj46Olnbt2pnHZsyYIaVLl5aDBw9KgQIF3MuUKVNG3n33XalSpYq4XC6ZPHmydOrUSTZt2iS1atXK4jUEAABAjg68o0aNkt69e0vPnj3NbQ2+c+bMkQkTJsjgwYOTLK/3nz17VlauXClBQUHmPu0d9nT//fcnuP3vf//b9PquXr2awAsAAJDD2FrSoL21GzZskLZt2/7VIH9/c3vVqlVenzN79mxToqAlDcWLF5fatWvLO++8I3FxcV6X1/unTp0qkZGR5nneREVFSURERIILAAAAnMHWwBseHm4CqQZXT3r7xIkTXp+zb98+U8qgz9O63ddee01Gjhwpb7/9doLl/vjjD8mTJ4+p8X3mmWdk5syZUrNmTa+vOXz4cMmfP7/7UrZs2UxcSwAAAEhOH7SWFvHx8aZ+d/z48dKoUSPp2rWrDBkyxJRCeKpWrZps3rxZ1qxZI3369JEePXrItm3bvL7mq6++KhcuXHBfDh8+nEVrAwAAAEfX8BYpUkQCAgLk5MmTCe7X2yVKlPD6HJ2ZQWt39XmWGjVqmB5hLZEIDg429+n/lStXNtc1GK9bt04+/PBD+fTTT5O8pvYC6wUAAADOY2sPr4ZSDaOLFy9O0IOrt5Ort23RooXs2bPHLGfZtWuXCcJW2PVGl9daXQAAAOQstpc06JRkn332mZk6bPv27ab8QAeYWbM2dO/e3ZQcWPRxnaWhf//+JujqjA46aE0HsVl0+WXLlsmBAwdMLa/eXrp0qXTr1s2WdQQAAEAOnpZMa3BPnz4tQ4cONWUJ9evXl/nz57sHsh06dMjM3GDRAWULFiyQAQMGmJNL6Dy8Gn4HDRrkXubUqVMmKB8/ftwMQtPl9Dk6fy8AAAByFj+XnpkBCei0ZBqUdQCbnqkN3v1j8jpZtP2UvPdwHenapJzdzQEAADlIRBrymu0lDQAAAMDNROAFAACAoxF4AQAA4GgEXgAAADgagRcAAACORuAFAACAoxF4AQAA4GgEXgAAADgagRcAAACORuAFAACAoxF4AQAA4GgEXgAAADgagRcAAACORuAFAACAoxF4AQAA4GgEXqSby2V3CwAAAG6MwIt0uRIdJ+sPnjPXi+cLtbs5AAAAySLwIl1mbjoqF67ESNlCuaRVlaJ2NwcAACBZBF6kmcvlkokr9pvrT91WUQL8/exuEgAAQLIIvEiz5XvCZfepS5I7OEC6NC5jd3MAAABSROBFmk1Yfq13t0vjspIvNMju5gAAAKSIwIs02Xf6kvyy87T4+Wk5QwW7mwMAAHBDBF6kyaSVB8z/d1UvJhWK5La7OQAAADdE4EWq6awMMzYcMdd7tqhod3MAAABShcCLVPt23WG5HB0n1YrnldtuKWx3cwAAAFKFwItUiY2Ld5cz9GxRQfy0iBcAAMAHEHiRKou2n5Sj569IwbAg6dygtN3NAQAASDUCL1JlwoprvbuPNy0noUEBdjcHAAAg1Qi8uKGtRy/I2v1nJdDfT55sxlRkAADAtxB4cUMTrp9G+J46JaVE/lC7mwMAAJAmBF6k6NTFq/LTluPmeq+WTEUGAAB8D4EXKfp69SGJjouXBuUKSP2yBexuDgAAQJoReJGsqNg4+XrNQXO9FyeaAAAAPorAi2T9uOW4hF+KlpL5Q+Xu2iXsbg4AAEC6EHjhlcvlkonXB6s92by8BAXwUQEAAL6JFAOvdBqyP49FSGiQvzzWpJzdzQEAAEg3Ai+8mnj9RBMPNigjBXMH290cAACAdCPwIonDZy/Lwm0nzPVeLTjRBAAA8G0EXiTxv1UHJN4l0qpKEalSPK/dzQEAAMgQAi8SiIyKlanrDpvrTEUGAACcgMCLBL7beEQuXo2VSkVyS5uqRe1uDgAAQIYReOEWH+9yD1Z7qkUF8ff3s7tJAAAAGUbghduvu07L/vBIyRsaKA83LGN3cwAAADIFgRduE66faOJvTcpK7pBAu5sDAACQKQi8MHadvCi/7Q4XrWLo3pypyAAAgHMQeGFYtbvta5aQsoXC7G4OAABApiHwQs5FRsvMTUfM9Z6caAIAADgMgRfyzbpDcjUmXmqVyie3Vixkd3MAAAAyFYE3h4uJi5cvVx0013u2qCh+fkxFBgAAnIXAm8PN33pCjl+4KkXyBMv99Ura3RwAAIBMR+DN4aypyLo1LS8hgQF2NwcAACDTEXhzsE2HzsmmQ+clOMBfujUrZ3dzAAAAbgoCbw5mTUV2X72SUixvqN3NAQAAcG7gHTNmjFSoUEFCQ0OladOmsnbt2hSXP3/+vPTt21dKliwpISEhUrVqVZk7d6778eHDh0uTJk0kb968UqxYMencubPs3LkzC9bEd5y4cFXm/nHcXO/VoqLdzQEAAHBu4J02bZoMHDhQhg0bJhs3bpR69epJhw4d5NSpU16Xj46Olnbt2smBAwdkxowZJsh+9tlnUrp0afcyv/76qwnEq1evlp9//lliYmKkffv2EhkZmYVrlr19ufqAxMa7zDRktUvnt7s5AAAAN42fy+VyiY20R1d7Yz/55BNzOz4+XsqWLSvPPfecDB48OMny48aNkxEjRsiOHTskKCgoVe9x+vRp09OrQbh169Y3XD4iIkLy588vFy5ckHz58onTXI2Jk+bDF8u5yzEy7omGcndtZmcAAAC+JS15zdYeXu2t3bBhg7Rt2/avBvn7m9urVq3y+pzZs2dL8+bNTQ9u8eLFpXbt2vLOO+9IXFxcsu+jG0IVKuT9pApRUVFmo3lenGzWpqMm7JYpmEva1Sxhd3MAAABuKlsDb3h4uAmqGlw96e0TJ054fc6+fftMKYM+T+t2X3vtNRk5cqS8/fbbXpfXHuMXXnhBWrRoYcKxN1rzq98QrIv2MDuVduhbg9V6NK8gAf6caAIAADib7TW8aaUBVssTxo8fL40aNZKuXbvKkCFDTKmDN9oTvHXrVpk6dWqyr/nqq6+aXmDrcvjwYXGqlXvPyM6TFyUsOEAebeLcYA8AAGAJFBsVKVJEAgIC5OTJkwnu19slSng/1K4zM2jtrj7PUqNGDdMjrCUSwcHB7vv79esnP/30kyxbtkzKlCmTbDt0pge95AQTr59o4pFGZSR/rtTVQAMAAPgyW3t4NZxqL+3ixYsT9ODqba3T9UZLE/bs2WOWs+zatcsEYSvs6mF7DbszZ86UJUuWSMWKTLulDoRHyuId12a/eOq2CnY3BwAAIGeUNOiUZDqt2OTJk2X79u3Sp08fM31Yz549zePdu3c3JQcWffzs2bPSv39/E3TnzJljBq1p6YJFr3/11VcyZcoUMxev9v7q5cqVK5KTTVp5QHROjjuqFZVKRfPY3RwAAADnlzQorcHVacOGDh1qQmn9+vVl/vz57oFshw4dMjM3WHRA2YIFC2TAgAFSt25dM/+uht9Bgwa5lxk7dqz5//bbb0/wXhMnTpSnnnpKcqKIqzEyff212uReLenxBgAAOYft8/BmR06ch/eL5fvlrZ+2SZVieWThgNbi58fsDAAAwHf5zDy8yBpx8S6ZtPLaYLWeLSoSdgEAQI5C4M0BFm8/KYfPXpECYUHyYIO/TsEMAACQExB4c4AJ16cie+zWcpIr+K/p3AAAAHICAq/DbTsWIav3nTVnVHuyWXm7mwMAAJDlCLw55EQTHWuXkFIFctndHAAAgCxH4HWw8EtR8sPmY+7BagAAADkRgdfBpqw5JNFx8VKvbAFpWK6A3c0BAACwBYHXoaJj4+XL1QfN9V4tKjAVGQAAyLEIvA41549jcvpilBTPFyIda5e0uzkAAAC2IfA6kJ48b8LyA+a6zswQHMhuBgAAORdJyIE2HDwnfxy9ICGB/mbuXQAAgJyMwOvgE010rl9aCucJsbs5AAAAtiLwOsyRc5dl/tYT5nrPlhXsbg4AAIDtCLwO8+WqgxLvEmlRubBUL5HP7uYAAADYjsDrIJejY+WbtYfM9Z63caIJAAAAReB1kO82HpWIq7FSvnCY3Fm9mN3NAQAAyBYIvA4RH++SSdcHqz11WwXx9+dEEwAAAIrA6xDLdp+WvacjJW9IoHRpXNbu5gAAAGQbBF6HmLji2okmNOzmCQm0uzkAAADZBoHXAfacuiS/7jotfn7XyhkAAADwFwKvA0xaea12t22N4lKucJjdzQEAAMhWCLw+7sLlGPluw1FzvVcLpiIDAABIjMDr46auOyRXYuKkeom80qxSIbubAwAAkO0QeH1YbFy8TF55bbBar5YVxU+LeAEAAJAAgdeHLdx2Uo5duCqFcwfLA/VK2d0cAACAbInA68MmLL82WK1b03ISGhRgd3MAAACyJQKvj/r9yHlZf/CcBAX4yRPNytvdHAAAgGyLwOvjJ5q4r24pKZYv1O7mAAAAZFsEXh90KuKq/PT7MXO9ZwtONAEAAJASAq8P+mr1QYmJc0nj8gWlbpkCdjcHAAAgWyPw+pirMXHy9ZpD5npPTjQBAABwQwReHzN7yzE5ExktpfKHSodaxe1uDgAAQLZH4PUhLpfLPRVZ99sqSGAAuw8AAOBGSEw+ZPW+s7LjxEXJFRQgf2tS1u7mAAAA+AQCrw+ZsOJa7+7DjUpLgbBgu5sDAADgEwi8PuLQmcuyaPtJc/2p2xisBgAAkFoEXh8xaeUBcblE2lQtKpWL5bG7OQAAAD6DwOsDLl6NkW/XHzbXOdEEAABA2hB4fcCMDUfkUlSs3FI0t7SuUtTu5gAAAPgUAm82Fx/vMuUM6qkWFcXf38/uJgEAAPgUAm82t2THKTl45rLkCw2UhxuWtrs5AAAAPofAm81NXHltKrLHbi0nYcGBdjcHAADA5xB4s7EdJyJkxZ4zEuDvZ86sBgAAgLQj8GZjk1Zcq93tUKu4lC6Qy+7mAAAA+CQCbzZ1NjJaZm46aq73asGJJgAAANKLwJtNfbP2kETFxkud0vmlUfmCdjcHAADAZxF4s6Ho2Hj536pr5Qy9WlYQPz+mIgMAAEgvAm82NG/rcTkZESVF84bIvXVK2d0cAAAAn0bgzWZcLpdMWH5tKrInm5WX4EB2EQAAQEaQprKZjYfOy5YjFyQ4wF8eb1rO7uYAAAD4PAJvNjNxxbXe3U71S0mRPCF2NwcAAMDnEXizkWPnr8i8rSfM9Z5MRQYAAJApCLzZyJerD0pcvEuaVSokNUvls7s5AAAAjmB74B0zZoxUqFBBQkNDpWnTprJ27doUlz9//rz07dtXSpYsKSEhIVK1alWZO3eu+/Fly5bJ/fffL6VKlTLTec2aNUt8wZXoOJmy5pC5Tu8uAABA5gkUG02bNk0GDhwo48aNM2F39OjR0qFDB9m5c6cUK1YsyfLR0dHSrl0789iMGTOkdOnScvDgQSlQoIB7mcjISKlXr5706tVLHnroIfEVela1C1dipGyhXNK2RnG7m+MMLpdIzBWRmMsi0ZHX/78sEhOZ6H+Px3V597Iez1EBQdcu/tf/N5fghLeTPBZ47f8Ej+vtwGSem8xjiV9LrzM/MwAA2T/wjho1Snr37i09e/Y0tzX4zpkzRyZMmCCDBw9Osrzef/bsWVm5cqUEBQWZ+7R32FPHjh3NxdemIrMGq/VoXkEC/HNQkImLTSZ4WuE0DWHVut+E1uuPiUscyzMgpyUsJw7X7uvpCN6JQ35qXss/gLAOAMgZgVd7azds2CCvvvqq+z5/f39p27atrFq1yutzZs+eLc2bNzclDT/88IMULVpUHn/8cRk0aJAEBASkuy1RUVHmYomIiJCsDLtrVvwo5c+skWoh/vJg7kty+Y+N4jNccYl6Rq//H3sl4X0JQqzevn5/XPTNa5vJVNeDVWCISFCYSFBukaBcIsF63bqEXrs/OJdIYJhIsMcy5nbYtdfRtsbHisRHXwvqcTEi8THX/tfb5vr1Zdz/W4/r7bhr/1vP8/bcuOvLJHg85tp2TrLtY0Vi9SI+xs8jEHsEbg3CXoO0LmMF78BEwfv6Mn6eIdxbiL/+GvqYX/p/VwAAbixXrYfEz9/2qtnsEXjDw8MlLi5OihdPePheb+/YscPrc/bt2ydLliyRbt26mbrdPXv2yLPPPisxMTEybNiwdLdl+PDh8sYbb4gdrsRekd57h4hUvXb79j98o+Y4zQKuX0KtGzooz66BeVevX86KaI6Mu34zK/lfv3j9CQy+fsmJ9AuQly9B8dcvPhfuASDnWVP1bgkLySPZSfaK3zcQHx9v6nfHjx8vjRo1kq5du8qQIUNMKURGaC/zhQsX3JfDhw9LVvbwAgAAwIE9vEWKFDFlCCdPnkxwv94uUaKE1+fozAxau+tZvlCjRg05ceKEKZEIDk5fr5jO9qAXO4QFhcmax9dIXHy8BGSz7n8AAIC0yhWYS7Ib2wKvhlPtpV28eLF07tzZ3YOrt/v16+f1OS1atJApU6aY5bTeV+3atcsE4fSGXbvp1GkaegEAAHBz2NqlqFOSffbZZzJ58mTZvn279OnTx0wrZs3a0L179wSD2vRxnaWhf//+JujqjA7vvPOOGcRmuXTpkmzevNlc1P79+831Q4euzXELAACAnMXWacm0Bvf06dMydOhQU5ZQv359mT9/vnsgm4ZUqydXlS1bVhYsWCADBgyQunXrmnl4NfzqLA2W9evXyx133JEgVKsePXrIpEmTsnT9AAAAYD8/F6OmktBpyfLnz28GsOXLxyl+AQAAfDmvMUoKAAAAjkbgBQAAgKMReAEAAOBoBF4AAAA4GoEXAAAAjkbgBQAAgKMReAEAAOBoBF4AAAA4GoEXAAAAjkbgBQAAgKMReAEAAOBoBF4AAAA4GoEXAAAAjkbgBQAAgKMF2t2A7Mjlcpn/IyIi7G4KAAAAvLBympXbUkLg9eLixYvm/7Jly9rdFAAAANwgt+XPnz+lRcTPlZpYnMPEx8fLsWPHJG/evOLn55fubx0amA8fPiz58uXL9DYi67AvnYN96RzsS+dgXzpHRBbvS42wGnZLlSol/v4pV+nSw+uFbrQyZcpkymvpDucH2BnYl87BvnQO9qVzsC+dI18W7ssb9exaGLQGAAAARyPwAgAAwNEIvDdJSEiIDBs2zPwP38a+dA72pXOwL52DfekcIdl4XzJoDQAAAI5GDy8AAAAcjcALAAAARyPwAgAAwNEIvAAAAHA0Au9NMGbMGKlQoYKEhoZK06ZNZe3atXY3CYksW7ZM7r//fnN2Fj2b3qxZsxI8rmM5hw4dKiVLlpRcuXJJ27ZtZffu3QmWOXv2rHTr1s1Mrl2gQAH5+9//LpcuXcriNcHw4cOlSZMm5syIxYoVk86dO8vOnTsTLHP16lXp27evFC5cWPLkySMPP/ywnDx5MsEyhw4dknvvvVfCwsLM67z88ssSGxubxWuTs40dO1bq1q3rnrS+efPmMm/ePPfj7Eff9e6775rftS+88IL7Pvanb3j99dfNvvO8VK9e3ef2I4E3k02bNk0GDhxopuXYuHGj1KtXTzp06CCnTp2yu2nwEBkZafaNfjnx5v3335ePPvpIxo0bJ2vWrJHcuXOb/ag/2BYNu3/++af8/PPP8tNPP5kQ/fTTT2fhWkD9+uuv5pft6tWrzb6IiYmR9u3bm31sGTBggPz4448yffp0s7yeOvyhhx5yPx4XF2d+GUdHR8vKlStl8uTJMmnSJPOlB1lHz3CpwWjDhg2yfv16ufPOO6VTp07m50yxH33TunXr5NNPPzVfZjyxP31HrVq15Pjx4+7L8uXLfW8/6rRkyDy33nqrq2/fvu7bcXFxrlKlSrmGDx9ua7uQPP0xmDlzpvt2fHy8q0SJEq4RI0a47zt//rwrJCTE9c0335jb27ZtM89bt26de5l58+a5/Pz8XEePHs3iNYCnU6dOmX3z66+/uvddUFCQa/r06e5ltm/fbpZZtWqVuT137lyXv7+/68SJE+5lxo4d68qXL58rKirKhrWApWDBgq7PP/+c/eijLl686KpSpYrr559/drVp08bVv39/cz/703cMGzbMVa9ePa+P+dJ+pIc3E+m3F+2Z0MPfFn9/f3N71apVtrYNqbd//345ceJEgv2o5+rW8hRrP+r/WsbQuHFj9zK6vO5v7RGGfS5cuGD+L1SokPlffya119dzf+rhuHLlyiXYn3Xq1JHixYu7l9Ee/YiICHfvIrKW9gpNnTrV9NRraQP70Tfp0Rft3fPcb4r96Vt2795tSgArVapkjm5qiYKv7cfALHunHCA8PNz8kvbcqUpv79ixw7Z2IW007Cpv+9F6TP/XOiRPgYGBJmRZyyDrxcfHmxrBFi1aSO3atc19uj+Cg4PNF5SU9qe3/W09hqzzxx9/mICr5UNaDzhz5kypWbOmbN68mf3oY/QLi5b2aUlDYvxc+o6mTZuaEoRq1aqZcoY33nhDWrVqJVu3bvWp/UjgBeCo3iT9JexZXwbfon9UNdxqT/2MGTOkR48epi4QvuXw4cPSv39/U1evA7jhuzp27Oi+rnXYGoDLly8v3377rRnU7SsoachERYoUkYCAgCSjE/V2iRIlbGsX0sbaVyntR/0/8UBEHXGqMzewr+3Rr18/M3jwl19+MYOfLLo/tNzo/PnzKe5Pb/vbegxZR3uLKleuLI0aNTIzcOjg0g8//JD96GP0ULf+jmzYsKE5+qUX/eKig4H1uvbwsT99U4ECBaRq1aqyZ88en/q5JPBm8i9q/SW9ePHiBIdY9bYeooNvqFixovkh9NyPWmuktbnWftT/9Qdcf6lblixZYva3fvtF1tFxhxp29dC37gPdf570ZzIoKCjB/tRpy7QGzXN/6qF0zy8x2jOlU2Pp4XTYR3+moqKi2I8+5q677jL7QnvrrYuOedD6T+s6+9M3Xbp0Sfbu3Wum7fSpn8ssGx6XQ0ydOtWM5p80aZIZyf/000+7ChQokGB0IrLHyOFNmzaZi/4YjBo1ylw/ePCgefzdd981++2HH35w/f77765OnTq5Klas6Lpy5Yr7Ne6++25XgwYNXGvWrHEtX77cjER+7LHHbFyrnKlPnz6u/Pnzu5YuXeo6fvy4+3L58mX3Ms8884yrXLlyriVLlrjWr1/vat68ublYYmNjXbVr13a1b9/etXnzZtf8+fNdRYsWdb366qs2rVXONHjwYDO7xv79+83Pnd7WmU8WLlxoHmc/+jbPWRoU+9M3vPjii+b3q/5crlixwtW2bVtXkSJFzIw4vrQfCbw3wccff2x2fnBwsJmmbPXq1XY3CYn88ssvJugmvvTo0cM9Ndlrr73mKl68uPkCc9ddd7l27tyZ4DXOnDljAm6ePHnM9Co9e/Y0QRpZy9t+1MvEiRPdy+gXlWeffdZMcRUWFuZ68MEHTSj2dODAAVfHjh1duXLlMr/M9Zd8TEyMDWuUc/Xq1ctVvnx587tT/yDqz50VdhX70VmBl/3pG7p27eoqWbKk+bksXbq0ub1nzx6f249++k/W9ScDAAAAWYsaXgAAADgagRcAAACORuAFAACAoxF4AQAA4GgEXgAAADgagRcAAACORuAFAACAoxF4AQAA4GgEXgDIYhEREVK/fn1zTvojR45I5cqV7W4SADgagRdwgKeeeko6d+6c4L7Tp09L7dq1pWnTpnLhwgXb2oak8uXLJy1btpQCBQpIhQoVpE+fPnY3CQAcjVMLAw4JvOfPn5dZs2a5w+6dd94poaGhsmjRIsmfP7/dTYQXZ8+elcDAQBOAAQA3Dz28gMOEh4fLXXfdJSEhIfLzzz8nCLuHDh2STp06SZ48eUzIevTRR+XkyZMJnn/gwAHx8/NLctFArV5//XVzON4SHR1tDsl7LuOtx1kftwK5Onz4sHl/7eUsVKiQaZe+t6cJEyZIrVq1zLqULFlS+vXrZ+7XXlFvbdTLpEmT3O9nXXRd27VrJ3v37nW/9rlz56R79+5SsGBBCQsLk44dO8ru3btT3LaJ10Hdfvvt8sILL7hvR0VFyUsvvSSlS5eW3Llzmx72pUuXuh/X9uk6K11vbVvr1q3Na2/evNncr8vr7Tlz5kjdunXNF5dmzZrJ1q1bE7z3d999594+uk1GjhyZ4HG9b/To0QnuS7xvtL3PP/+8FCtWzLyP9jyvW7fO/bjVFr34+/ub5f7+97/L1atXk91Ouk2s5+TKlct8XubPn5/itv3zzz/lvvvuM9sjb9680qpVK/f+StzmefPmmc+w/u/5mZ06darcdtttZj306Mavv/6aZD2sz6gnvU8f02WS+/xbF+szqq996623uj+bgwcPltjY2CTb4Pvvv0/wXg0aNHC/V3J0nwwaNEjKli1rXl9/vr744osEy3j7GfD8bN6offHx8TJ8+HCpWLGi2Uf16tWTGTNmpLiPAF9G4AUc5MyZM9K2bVvTa6hh1wpW1h84DZXaq6h/DPXxffv2SdeuXRO8hnXQR3uGjx8/bkJVSj755JMkoflGYmJipEOHDibY/Pbbb7JixQoTYO6++24ToNXYsWOlb9++8vTTT8sff/whs2fPdte6aiDTtumlTJkyJtRZtz3XZ+LEiea+ZcuWyalTp+Rf//qX+zENUevXrzevu2rVKrPe99xzj2lbRmgo19fT8PX7779Lly5dzHolF6Y1EG3atMnrYy+//LIJsbq+RYsWlfvvv9/dvg0bNpgvDH/729/M9tEvIq+99po78KfWK6+8Yvbx5MmTZePGjWYb677Rz4mnnTt3ytGjR+Wrr76SadOmmW2bkt69e5ttryFdw2ePHj2SXVZfV0O/hrMlS5aYdevVq1eCgGbRz4uutwZA/ZKSeHu9+OKLZns2b97cbC/9mUgLDZnWZ2nt2rXmPv3fuk8f1/bqZ6VJkyayZcsW81nV9rz99tsJXku/9IwfP959W19Hj77ciH4R++abb+Sjjz6S7du3y6effmp+Pjzp5/XNN990t8tTatqnYfd///ufjBs3znzZGDBggDzxxBMJviQAjqIlDQB8W48ePVytW7d21a9f3xUUFORq1qyZKzY2NsEyCxcudAUEBLgOHTrkvu/PP//UdOtau3at+76dO3ea+7Zu3Wpu//LLL+b2uXPnzO1hw4a56tWrZ66fOXPGVbBgQddbb72VYJlnnnnG1b59+wTvr4/PnDnTXP/yyy9d1apVc8XHx7sfj4qKcuXKlcu1YMECc7tUqVKuIUOG3HDdy5cv75o4cWKS+z3f7/z5864WLVq4evfubW7v2rXLPL5ixQr38uHh4eb9v/3222Tfy/M1LW3atHH179/fXD948KDZxkePHk2wzF133eV69dVXzXVta/78+c316OhoV+XKld3bb9OmTQm2+dSpU92vodta2zdt2jRz+/HHH3e1a9cuwfu8/PLLrpo1aybYNh988EGSz0qnTp3M9UuXLpnPy9dff+1+XNuk2/79999P0BZr3+7evdvsc8/nJOa5TWJiYlwDBgxwValSJdnlddtUrFjRvLc3Vps3bNhgtt2nn36a4PH9+/ebNr777rvu+/R9y5Qp43rvvfe8rocnvU8f02W8va7+7+lf//pXks/vmDFjXHny5HHFxcW5t0GfPn1cxYoVcx04cMDc9/e//9312muveX2vxD9/P//8syslJUuWdH3yySdeP5s3at/Vq1ddYWFhrpUrVyZ4TW3fY489luL7Ar6KHl7AIbQXU3tx9bD4nj175P3330/wuPYUae+UXiw1a9Y0vcD6mOcMAkoPx9+I9jDdcccd5jC4J+3RW716tezfv9/r87TXSduoPbzac6UXPbyvh8n1MLb2xh47dsyUZmTEY489Zl5byxYuXrxoerWUrq/2gmu5gaVw4cJSrVq1BNsipde0LtrjaNGe1ri4OKlatWqCZbTXzLOcwjJmzBhTctKtWzev76W9lBbdPp7t0/9btGiRYHm9rT3J2gaLHhr3bMvXX3/tfkzbpD3Gnq8TFBRkDoUn3g7ak66fiSpVqpjeQ90OKfnvf/9r3k8Pl3/55ZemBzk5+pnVEgZ97+ToZ0l7nvUzouUCN9peun8bN27sdT30c6eH8rUXOj0DOvU19b20jMCi29CadcMSHBwsTz75pHz++efm52rmzJmm9zYlui0CAgKkTZs2KS6nr5fcz+iN2qc/e5cvXzZlPp6fDe3x9fY5BZwg0O4GAMgclSpVksWLF0uRIkVM2NDDk/fee6+pAU0LDZpaq1miRIkUl9NgpX/I9Q+05x95pYej9Y+7tsnbH2X9w9uoUaME4cuih+71/TPDBx98YEo8tEZzyJAhpozhxx9/zJTXtHiGVV0vDSt6SF7/95T4kLTWEL/11ltmO3kGk8ymh/l1vT0DsGcgTi0N9hoUNXhqmcmoUaNM+UBydLvoNteAqmFXSzu2bdvmdYCehuIb0fIQrUPVL0P6+dIveOn5nFjrobW4//jHP0wbE5ciZCbdVjqAtHjx4tK+fXvz85mS1GwLDbuRkZFSqlSpdLVJP6dKa8S17MKTlpUATkQPL+AQderUcf8x1XDx0EMPmd4kqya2Ro0aZqCYXiwaQDQMak+vRetFq1evbgb+pESDkwYGb3PI6h9trQE+ceKECcTWYCxLw4YNTWDWAVD6fM+L9nhqINFBORrgM0JDu76m9vQ999xz5g+89mjqttD60DVr1riX1VpPrVP13BYpvaZ18QwoOiBJw6SGssTrlfgLhIZd7dXU2tXkaC+5Z0DetWuXabvS/7X22ZPe1t5lz7CtnwnPdui2tdxyyy2mF9LzdXT76Gcg8XbQHlF9vvYKPvzwwyaop0T3oy6vvf3Dhg0zdaVWTWxi+qVMg2hK9dO6nbSHXoP2wYMH5cMPP0xxe+n+1S8e1vZKvB76pUV/ThJ/NlNDX9Oq+7boNtRtqz3InnR/aK+41o9rj3Jqfo71SE1KtbS6f/RLkufg0bS0T/etBlsdxJr4c+p5BAhwEgIv4FB6uFyD1xtvvGFu6x94/WOqPW86OEnDhwZiPXSqgVCDsR561kDRs2fPFF9bD4nqKPOhQ4emuJz2all/SD1pGzSI6SA6DTraa6ivp7MFWL3FOghLB2zpwB0Nx9rmjz/+OE3bQMO8hm4NsjpoR3uc9bC5BhB9bw0gy5cvNyUW2iOuvV16f3ppuNF10+2qg9F0vXQ7a1DTsG3Rw8k6mClx2Ym3khEN/TrwS3tpdZtZsxVo76o+psFZg7D2ouoAQp0hIrW0913nANZeYJ1FQb8A6TbR9ulMDJ70s6TbUr8kaC+5filKib6GLq/hVD9TWmKQ3Ak2dKCf9lrqADwdSKj7Wz+Lut8sWpZiBWnddv/3f/+XZCCgfuY1iO/YscMMeNQvCdobnHgGBO111mV0lgcN5Gn17LPPmi+O+iVKX+eHH34woX7gwIFee53fe+8983nW8p8b0S96OsBP262zLlg/G99++615/JdffjHrpmUl+oUxPe3T4KufEx2opp8bLWOwfr5SKj0BfJrdRcQAMs5zIJKnn376yQyiWr16tXtQ1QMPPODKnTu3K2/evK4uXbq4Tpw4YR5bv369q1KlSq7hw4e7B94kN2hNb//nP/9JdpnUDPg6fvy4q3v37q4iRYq4QkJCzHvroLILFy64lxk3bpwZfKMDq3SQznPPPZemQWvWRddVBxFZg8LU2bNnXU8++aQZBKWDwTp06GAGs6XkRoPWlA68Gjp0qKtChQrudj/44IOu33//3TyubdXX6devX5LBUYkHrf3444+uWrVquYKDg1233nqra8uWLQnee8aMGWaQmr5PuXLlXCNGjEiybVIatKauXLlitqu1H3Rwn+cgRqst1kWX0wFzOoguObpNrOW17boO1mC75Oi66UBHHUyl+6tVq1auvXv3em2z6tWrl6tly5bms2ptvylTppjtpO+p22XJkiU3XA/9HKR10JpaunSpq0mTJua9SpQo4Ro0aJAZKJfc58KS3Ht50n2iA/30s6OvrwMbJ0yYYB7Tz9U//vGPJD9riT+bN2qfDmgbPXq0++eraNGi5mfg119/TbZdgC/jxBMAkM1oj572BmoPpefUcvBO63G1VEGnI0vuMD+AnI2SBgAAADgagRcAAACORkkDAAAAHI0eXgAAADgagRcAAACORuAFAACAoxF4AQAA4GgEXgAAADgagRcAAACORuAFAACAoxF4AQAAIE72/4WtztlopDj2AAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Нейронные сети\n", + "param_grid_mlp = {\n", + " 'hidden_layer_sizes': [(10,), (50,), (100,), (200,), (500,)], # Количество нейронов в скрытых слоях\n", + " 'max_iter': [100, 200, 500, 1000], # Максимальное количество итераций\n", + " 'activation': ['relu', 'tanh', 'logistic']\n", + "}\n", + "grid_search_mlp = GridSearchCV(MLPClassifier(random_state=42), param_grid_mlp, cv=5, n_jobs=-1)\n", + "grid_search_mlp.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для нейронной сети:\", grid_search_mlp.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_mlp.best_score_)\n", + "\n", + "# Визуализация для каждого параметра\n", + "df_mlp = pd.DataFrame(grid_search_mlp.cv_results_)\n", + "\n", + "# Визуализация для hidden_layer_sizes\n", + "plt.figure(figsize=(8, 6))\n", + "for activation in param_grid_mlp['activation']:\n", + " df_filtered = df_mlp[(df_mlp['param_activation'] == activation)]\n", + " plt.plot([x[0] for x in df_filtered['param_hidden_layer_sizes']], df_filtered['mean_test_score'], label=f'activation={activation}')\n", + "plt.xlabel('Количество нейронов в скрытом слое')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества нейронов на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "6a1201f6-404a-469e-967d-8b4990068835", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'GridSearchCV' object has no attribute 'best_score_'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[62], line 7\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;66;03m# Создание графика сравнения точности моделей\u001b[39;00m\n\u001b[0;32m 2\u001b[0m models \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mKNN\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mДерево решений\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mСлучайный лес\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCatBoost\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mНейронная сеть\u001b[39m\u001b[38;5;124m'\u001b[39m]\n\u001b[0;32m 3\u001b[0m accuracies \u001b[38;5;241m=\u001b[39m [\n\u001b[0;32m 4\u001b[0m grid_search_knn\u001b[38;5;241m.\u001b[39mbest_score_,\n\u001b[0;32m 5\u001b[0m grid_search_dt\u001b[38;5;241m.\u001b[39mbest_score_,\n\u001b[0;32m 6\u001b[0m grid_search_rf\u001b[38;5;241m.\u001b[39mbest_score_,\n\u001b[1;32m----> 7\u001b[0m \u001b[43mgrid_search_catboost\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbest_score_\u001b[49m,\n\u001b[0;32m 8\u001b[0m grid_search_mlp\u001b[38;5;241m.\u001b[39mbest_score_\n\u001b[0;32m 9\u001b[0m ]\n\u001b[0;32m 11\u001b[0m plt\u001b[38;5;241m.\u001b[39mfigure(figsize\u001b[38;5;241m=\u001b[39m(\u001b[38;5;241m10\u001b[39m, \u001b[38;5;241m6\u001b[39m))\n\u001b[0;32m 12\u001b[0m plt\u001b[38;5;241m.\u001b[39mbar(models, accuracies)\n", + "\u001b[1;31mAttributeError\u001b[0m: 'GridSearchCV' object has no attribute 'best_score_'" + ] + } + ], + "source": [ + "# Создание графика сравнения точности моделей\n", + "models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "accuracies = [\n", + " grid_search_knn.best_score_,\n", + " grid_search_dt.best_score_,\n", + " grid_search_rf.best_score_,\n", + " grid_search_catboost.best_score_,\n", + " grid_search_mlp.best_score_\n", + "]\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(models, accuracies)\n", + "plt.xlabel('Модель')\n", + "plt.ylabel('Точность')\n", + "plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "plt.xticks(rotation=45) # Поворот меток для лучшей читаемости\n", + "plt.tight_layout() # Правильное размещение элементов\n", + "plt.show()\n", + "\n", + "# import matplotlib.pyplot as plt\n", + "\n", + "# # Создание графика\n", + "# models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "# accuracies = [accuracy_knn, accuracy_dt, accuracy_rf, accuracy_catboost, accuracy_mlp]\n", + "\n", + "# plt.figure(figsize=(10, 6))\n", + "# plt.bar(models, accuracies)\n", + "# plt.xlabel('Модель')\n", + "# plt.ylabel('Точность')\n", + "# plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "# plt.xticks(rotation=45) # Поворот меток для лучшей читаемости\n", + "# plt.tight_layout() # Правильное размещение элементов\n", + "# plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0ce3ca68-f06f-45ec-a23f-75d7e4f2dfb1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/test1.ipynb b/test1.ipynb new file mode 100644 index 0000000..a64e523 --- /dev/null +++ b/test1.ipynb @@ -0,0 +1,3970 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "74e95b6f-3419-4dde-947e-81283780b341", + "metadata": {}, + "source": [ + "# Лабораторная работа 1" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6671a5aa-f0db-4abd-89f8-cb185105353a", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c8396594-e4dc-4b28-8a9c-8e32bf169c41", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
0NaN204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 NaN 204.890455 20791.318981 7.300212 368.516441 564.308654 \n", + "1 3.716080 129.422921 18630.057858 6.635246 NaN 592.885359 \n", + "2 8.099124 224.236259 19909.541732 9.275884 NaN 418.606213 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 363.266516 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 398.410813 \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 10.379783 86.990970 2.963135 0 \n", + "1 15.180013 56.329076 4.500656 0 \n", + "2 16.868637 66.420093 3.055934 0 \n", + "3 18.436524 100.341674 4.628771 0 \n", + "4 11.558279 31.997993 4.075075 0 " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv('water_potability.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data\n", + "data.head() # С помощью метода head выводим первые 5 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6ad6f05e-a68e-46c0-b570-d43d5025d3f3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 NaN \n", + "3273 9.419510 175.762646 33155.578218 7.350233 NaN \n", + "3274 5.126763 230.603758 11983.869376 6.303357 NaN \n", + "3275 7.874671 195.102299 17404.177061 7.509306 NaN \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 NaN 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4d32d829-d22f-4841-b1f9-b17fc8243a2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3276, 10)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "15e25306-3adf-4105-9287-b20e1f2d13e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "32760" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7ff6ca24-ceda-4e88-9ad5-62acab824077", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 2785\n", + "Hardness 3276\n", + "Solids 3276\n", + "Chloramines 3276\n", + "Sulfate 2495\n", + "Conductivity 3276\n", + "Organic carbon 3276\n", + "Trihalomethanes 3114\n", + "Turbidity 3276\n", + "Potability 3276\n", + "dtype: int64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "fed012f7-499a-449b-bae9-0ed353fe0f45", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 3276 entries, 0 to 3275\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 ph 2785 non-null float64\n", + " 1 Hardness 3276 non-null float64\n", + " 2 Solids 3276 non-null float64\n", + " 3 Chloramines 3276 non-null float64\n", + " 4 Sulfate 2495 non-null float64\n", + " 5 Conductivity 3276 non-null float64\n", + " 6 Organic carbon 3276 non-null float64\n", + " 7 Trihalomethanes 3114 non-null float64\n", + " 8 Turbidity 3276 non-null float64\n", + " 9 Potability 3276 non-null int64 \n", + "dtypes: float64(9), int64(1)\n", + "memory usage: 256.1 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "71c60116-ccf6-47fa-a20f-fb941717cd33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph float64\n", + "Hardness float64\n", + "Solids float64\n", + "Chloramines float64\n", + "Sulfate float64\n", + "Conductivity float64\n", + "Organic carbon float64\n", + "Trihalomethanes float64\n", + "Turbidity float64\n", + "Potability int64\n", + "dtype: object" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ed9d0216-3e60-4aac-a05b-ee2649c07d9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
count2785.0000003276.0000003276.0000003276.0000002495.0000003276.0000003276.0000003114.0000003276.0000003276.000000
mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe() # Отобразим описательные статистики нашего датафрейма (только числовые данные)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "4682e9ad-ec28-4bdf-8be5-d1d0b0643de8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 True False False False False False \n", + "1 False False False False True False \n", + "2 False False False False True False \n", + "3 False False False False False False \n", + "4 False False False False False False \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 False False False False \n", + "1 False False False False \n", + "2 False False False False \n", + "3 False False False False \n", + "4 False False False False " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "markdown", + "id": "17eecd3a-51a0-4e69-add3-781cd51be836", + "metadata": {}, + "source": [ + "___\n", + "№2" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "42d0d6d1-e191-4483-9175-2adeed093b3d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 491\n", + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 781\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 162\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "b80fab70-d390-4118-9c21-cf0b22bd169e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 0.149878\n", + "Hardness 0.000000\n", + "Solids 0.000000\n", + "Chloramines 0.000000\n", + "Sulfate 0.238400\n", + "Conductivity 0.000000\n", + "Organic carbon 0.000000\n", + "Trihalomethanes 0.049451\n", + "Turbidity 0.000000\n", + "Potability 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # часть которую составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "699915ac-adcf-4868-87aa-69ae89f95e01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1434\n", + "4.4%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum()\n", + "print(proc)\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b9ff4f68-a533-42a4-bfc2-72c2bc6cd8c1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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count2785.0000003276.0000003276.0000003276.0000002495.0000003276.0000003276.0000003114.0000003276.0000003276.000000
mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "cb791d0b-449d-4dea-8db8-12dd126ba327", + "metadata": {}, + "source": [ + "Наверное откидывать треть значений не самая лучшая идея, поэтому подготовим ещё один датасет заплонив значаения.\n", + "\n", + "ph:\n", + "\n", + "Среднее (7.08) и медиана (7.04) очень близки. Но есть выбросы (минимум 0), лучше использовать медиану.\n", + "\n", + "Sulfate:\n", + "\n", + "Среднее (333.78) и медиана (333.07) тоже близки. Нет явных выбросов → можно заполнить средним.\n", + "\n", + "Trihalomethanes:\n", + "\n", + "Среднее (66.40) и медиана (66.62) похожи. Есть выбросы (min = 0.738, max = 124) → лучше взять медиану." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "06ca30b3-71c0-47ba-9ac4-8557a44305c4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "... ... ... ... ... ... \n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 333.775777 \n", + "3273 9.419510 175.762646 33155.578218 7.350233 333.775777 \n", + "3274 5.126763 230.603758 11983.869376 6.303357 333.775777 \n", + "3275 7.874671 195.102299 17404.177061 7.509306 333.775777 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "... ... ... ... ... ... \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 66.622485 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 \n", + "\n", + "[3276 rows x 10 columns]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = data.copy(deep=True) # Создадим копию исходного датафрейма, чтобы его не изменять\n", + "# Заполняем NaN значениями в зависимости от их распределения\n", + "df2['ph'] = df2['ph'].fillna(df2['ph'].median()) # Медиана устойчивее к выбросам\n", + "df2['Sulfate'] = df2['Sulfate'].fillna(df2['Sulfate'].mean()) # Среднее, так как нет сильных выбросов\n", + "df2['Trihalomethanes'] = df2['Trihalomethanes'].fillna(df2['Trihalomethanes'].median()) # Медиана, так как есть выбросы\n", + "df2" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "126bf027-765f-4d5c-8c1d-92f6f43edb58", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n" + ] + } + ], + "source": [ + "proc = df.isna().sum().sum()\n", + "print(proc)" + ] + }, + { + "cell_type": "markdown", + "id": "8763ef2c-f8e7-450c-abf4-215568922bc1", + "metadata": {}, + "source": [ + "___\n", + "# №3" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "570103c7-bf99-4794-b79f-cd4d299c1ae7", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "4e2deea1-6cf2-477e-97c3-4103cef357ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pandas.core.frame.DataFrame" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(df2)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "e1b48a2e-6d3d-4341-9a12-9a46bfe19725", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питью
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины сульфат \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "\n", + " проводимость органический углерод тригалометаны мутность \\\n", + "0 564.308654 10.379783 86.990970 2.963135 \n", + "1 592.885359 15.180013 56.329076 4.500656 \n", + "\n", + " пригодность к питью \n", + "0 0 \n", + "1 0 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3 = df2.copy(deep=True)\n", + "# Заготовим словарь с переводом колонок\n", + "column_translation = {\n", + " 'ph': 'водородный показатель',\n", + " 'hardness': 'жесткость',\n", + " 'solids': 'твердые частицы',\n", + " 'chloramines': 'хлорамины',\n", + " 'sulfate': 'сульфат',\n", + " 'conductivity': 'проводимость',\n", + " 'organic_carbon': 'органический углерод',\n", + " 'trihalomethanes': 'тригалометаны',\n", + " 'turbidity': 'мутность',\n", + " 'potability': 'пригодность к питью'\n", + "}\n", + "df3.columns = [\n", + " f\"{column_translation.get(col, col)}\" \n", + " for col in df3.columns\n", + "]\n", + "df3.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8a8424b1-7ba5-49a8-957e-40b48b055ff6", + "metadata": {}, + "outputs": [], + "source": [ + "# Создаем новый признак: \"Чрезвычайно высокий уровень органического углерода\" (>25)\n", + "df3['высокий уровень органического углерода'] = (df3['органический углерод'] > 25).astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "de8c1373-78e7-49c8-8401-a2fcf71d4fef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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207514.000000235.67745824008.9920405.635029381.097711460.74526713.45253872.8594683.17099400
286813.541240187.60679213475.9127736.756055333.775777411.26446515.14266774.4485593.52919100
289513.349889152.77645518464.9007756.717973334.864070450.84636917.19256485.8835232.53107500
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины \\\n", + "263 13.175402 47.432000 19237.949676 8.907020 \n", + "2075 14.000000 235.677458 24008.992040 5.635029 \n", + "2868 13.541240 187.606792 13475.912773 6.756055 \n", + "2895 13.349889 152.776455 18464.900775 6.717973 \n", + "\n", + " сульфат проводимость органический углерод тригалометаны мутность \\\n", + "263 375.147315 500.245952 12.083896 66.622485 4.106924 \n", + "2075 381.097711 460.745267 13.452538 72.859468 3.170994 \n", + "2868 333.775777 411.264465 15.142667 74.448559 3.529191 \n", + "2895 334.864070 450.846369 17.192564 85.883523 2.531075 \n", + "\n", + " пригодность к питью высокий уровень органического углерода \n", + "263 1 0 \n", + "2075 0 0 \n", + "2868 0 0 \n", + "2895 0 0 " + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3[(df3['водородный показатель'] >= 13)].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "c749d71b-1f53-4e6a-8f7b-803eef90dbc6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [водородный показатель, жесткость, твердые частицы, хлорамины, сульфат, проводимость, органический углерод, тригалометаны, мутность, пригодность к питью, высокий уровень органического углерода]\n", + "Index: []" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Удаляем явные выбросы в pH\n", + "df3 = df3[(df3['водородный показатель'] > 0) & (df3['водородный показатель'] <= 13)]\n", + "df3[(df3['водородный показатель'] >= 13) | (df3['водородный показатель'] == 0)].head()" + ] + }, + { + "cell_type": "markdown", + "id": "126a6de3-c893-4211-b496-9f0a0798b413", + "metadata": {}, + "source": [ + "___\n", + "# №4" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "4913b66c-953f-45bb-8ac3-97ab96a729a0", + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "cbe19125-f052-4188-9c0a-120a100cc280", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbiditypotabilityturbidity_levelturbidity_level_encoded
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350low1
13.716080129.42292118630.0578586.635246333.775777592.88535915.18001356.3290764.5006560high0
28.099124224.23625919909.5417329.275884333.775777418.60621316.86863766.4200933.0559340low1
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710high0
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750high0
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080low1
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890low1
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250high0
87.036752118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170low1
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620high0
107.360640165.52079732452.6144097.550701326.624353425.38341915.58681078.7400163.6622920low1
117.974522218.69330018767.6566828.110385333.775777364.09823014.52574676.4859114.0117180high0
127.119824156.70499318730.8136533.606036282.344050347.71502715.92953679.5007783.4457560low1
137.036752150.17492327331.3619626.838223299.415781379.76183519.37080776.5099964.4139740high0
147.496232205.34498228388.0048875.072558333.775777444.64535213.22831170.3002134.7773820high0
156.347272186.73288141065.2347659.629596364.487687516.74328211.53978175.0716174.3763480high0
167.051786211.04940630980.60078710.094796333.775777315.14126720.39702256.6516044.2684290high0
179.181560273.81380724041.3262806.904990398.350517477.97464213.38734171.4573624.5036610high0
188.975464279.35716719460.3981316.204321333.775777431.44399012.88875963.8212372.4360860low1
197.371050214.49661025630.3200374.432669335.754439469.91455112.50916462.7972772.5602990low1
207.036752227.43504822305.56741410.333918333.775777554.82008616.33169345.3828154.1334230high0
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" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "5 5.584087 188.313324 28748.687739 7.544869 326.678363 \n", + "6 10.223862 248.071735 28749.716544 7.513408 393.663396 \n", + "7 8.635849 203.361523 13672.091764 4.563009 303.309771 \n", + "8 7.036752 118.988579 14285.583854 7.804174 268.646941 \n", + "9 11.180284 227.231469 25484.508491 9.077200 404.041635 \n", + "10 7.360640 165.520797 32452.614409 7.550701 326.624353 \n", + "11 7.974522 218.693300 18767.656682 8.110385 333.775777 \n", + "12 7.119824 156.704993 18730.813653 3.606036 282.344050 \n", + "13 7.036752 150.174923 27331.361962 6.838223 299.415781 \n", + "14 7.496232 205.344982 28388.004887 5.072558 333.775777 \n", + "15 6.347272 186.732881 41065.234765 9.629596 364.487687 \n", + "16 7.051786 211.049406 30980.600787 10.094796 333.775777 \n", + "17 9.181560 273.813807 24041.326280 6.904990 398.350517 \n", + "18 8.975464 279.357167 19460.398131 6.204321 333.775777 \n", + "19 7.371050 214.496610 25630.320037 4.432669 335.754439 \n", + "20 7.036752 227.435048 22305.567414 10.333918 333.775777 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity potability \\\n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "5 280.467916 8.399735 54.917862 2.559708 0 \n", + "6 283.651634 13.789695 84.603556 2.672989 0 \n", + "7 474.607645 12.363817 62.798309 4.401425 0 \n", + "8 389.375566 12.706049 53.928846 3.595017 0 \n", + "9 563.885481 17.927806 71.976601 4.370562 0 \n", + "10 425.383419 15.586810 78.740016 3.662292 0 \n", + "11 364.098230 14.525746 76.485911 4.011718 0 \n", + "12 347.715027 15.929536 79.500778 3.445756 0 \n", + "13 379.761835 19.370807 76.509996 4.413974 0 \n", + "14 444.645352 13.228311 70.300213 4.777382 0 \n", + "15 516.743282 11.539781 75.071617 4.376348 0 \n", + "16 315.141267 20.397022 56.651604 4.268429 0 \n", + "17 477.974642 13.387341 71.457362 4.503661 0 \n", + "18 431.443990 12.888759 63.821237 2.436086 0 \n", + "19 469.914551 12.509164 62.797277 2.560299 0 \n", + "20 554.820086 16.331693 45.382815 4.133423 0 \n", + "\n", + " turbidity_level turbidity_level_encoded \n", + "0 low 1 \n", + "1 high 0 \n", + "2 low 1 \n", + "3 high 0 \n", + "4 high 0 \n", + "5 low 1 \n", + "6 low 1 \n", + "7 high 0 \n", + "8 low 1 \n", + "9 high 0 \n", + "10 low 1 \n", + "11 high 0 \n", + "12 low 1 \n", + "13 high 0 \n", + "14 high 0 \n", + "15 high 0 \n", + "16 high 0 \n", + "17 high 0 \n", + "18 low 1 \n", + "19 low 1 \n", + "20 high 0 " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import LabelEncoder, OneHotEncoder\n", + "\n", + "# Копируем датасет\n", + "df4 = df2.copy(deep=True)\n", + "\n", + "## One-Hot Encoding для 'Turbidity' (низкая/высокая)\n", + "df4['turbidity_level'] = df4['turbidity'].apply(lambda x: 'low' if x < 4 else 'high')\n", + "\n", + "ohe = OneHotEncoder(sparse_output=False, drop='first') # drop='first' → избежим дублирования информации\n", + "turbidity_encoded = ohe.fit_transform(df4[['turbidity_level']])\n", + "\n", + "# Добавляем закодированные столбцы в датафрейм\n", + "df4[['turbidity_level_encoded']] = turbidity_encoded.astype(int)\n", + "#df4.drop(columns=['turbidity_level'], inplace=True)\n", + "\n", + "# Проверяем изменения\n", + "df4.head(21)" + ] + }, + { + "cell_type": "markdown", + "id": "19286783-4b81-4de1-bc9d-c5307aaf5eb2", + "metadata": {}, + "source": [ + "___\n", + "# №5" + ] + }, + { + "cell_type": "markdown", + "id": "eeb8af78-2c86-4699-ae77-3cecaf302e8b", + "metadata": {}, + "source": [ + "## Гистограммы распределения\n", + "Гистограммы показывают распределение значений числовых признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "ca7b6281-6b12-49c8-ad0e-b8f24d76e543", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['potability', 'turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "df4_filtered.hist(figsize=(12, 8), bins=40, edgecolor='black')\n", + "plt.suptitle(\"Распределение признаков\", fontsize=16)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4d1f246b-8ab6-40c5-88a9-8b748fee29f4", + "metadata": {}, + "source": [ + "## Boxplot\n", + "Boxplot помогает выявить выбросы и увидеть распределение данных по квартилям(по четырём равным частям)." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "25e08e53-d9f8-4597-b5f4-076fd94ad609", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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s2VPlnbK2bdumkJCQKq8Z8R83f/jhB0m/fOzG/97vcrmUlZWluLg4vfnmm3K5XCouLnbareqakczMTKeGN954Q3FxcQHXjHz//fcKCQmRy+XSyJEj9cADD1Q5Bhg1apRmz56tF154Qeeff/4R14z83//9n0JDQzVq1Khq91NjHG/VVE1qj4+Pl6Rjbt+oUaP01ltvnZD9EMz7uDpBeTet0NBQjRs3Tl6vV5MnT9b69et18OBBrV+/XpMnT5bX69Vtt93mXLhT2/kbchtKS0vl9Xo1YcIErVq1SqtWrdKECRPk9XpVUlKicePG1bqu+tjeym188803uvHGG/X5559r9OjR8nq9uuGGG/TNN98oIyNDJSUlKi0tVUZGRsD6MjIyVFpaqpKSkiOmVVfLserPyspyPq+an5+v3/72t+rbt68+//xzXXTRRc71IpI0ZswYff7557rpppt07rnnat++fcrKytIZZ5yhffv2adGiRdq/f78zf4sWLfT5559r/Pjxuummm+T1elVaWuq8ucfExGjEiBH6/PPPNWHCBE2cODHgmpH8/HyFh4erd+/e2rdv3xEXr/trjo2N1eHDhwOuvfKHnrqq7uMCV1xxBUEEQJMVERGhwYMHn9B1VHfNSEFBQZW37C0oKJDL5Qr4uJbP51NkZKQWLVqk++67T1lZWWrdurXKy8udgb8xRtnZ2crLy1NZWZlCQ0MDjiP+7w8pLS11/tB3+PBh50xMWVmZdu/e7dTrX97n8+k3v/mNHnjggWrHAG63W6NHj9a+ffs0evRovfvuu9qzZ4/efffdgOePdjxpjOOtmqpJ7ePGjavR9rnd7hO2H4J5H1cnKO+m5VfVPZYTEhJ022231fh7Ro42f0No6O8Zqe321uR7RvxtSkd+l0hNptXme0YqLlOX7xlp1aqVDh06VOvvGUlISNA555zD94zAOu6mdXy4m1bT1Rhv7+tX3fEhISFBHTt2bLDvGanJGOBEfc+I7fFWTdWk9ppu34ncD41xH9c1GwR1GJH4BvaatM03sDe/b2D/8ccf9fTTT6tHjx616ms0foSR40MYadrWrVun8ePHKzo6mm9g5xvY64xvYK+bZhtGAATyD1YZbDVNhJHjQxhp2nj/A+xpdt/ADgAAACC4EUYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQRoYpKTkzVnzhwlJyfbLgUAGhTvf0DwCbNdAID61aJFC3Xt2tV2GQDQ4Hj/A4IPZ0YAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFaE2S4AAFB7IcUFtksIEHIoP+D/xqqx7TcAaO4IIwAQRKKjoxXu9khbl9supUoRuZm2SzimcLdH0dHRtssAAIgwAgBBJS4uTnNf+YcKCvgLf11FR0crLi7OdhkAABFGACDoxMXFMZgGADQJXMAOAAAAwArCCAAAAAArCCMAAAAArCCMAAAAALCCMAIAAADACsIIAAAAACvqfGtfY4wkqbCwsN6KAQAAABB8/JnAnxFqqs5hpKioSJKUlJRU1yYAAAAANCFFRUWKjo6u8fwuU9v48v/4fD7t3LlTkZGRcrlcdWmi3hQWFiopKUnff/+9oqKirNaCX9AnjQv90fjQJ40PfdK40B+ND33S+DSmPjHGqKioSImJiQoJqfmVIHU+MxISEqL27dvXdfETIioqynpHIBB90rjQH40PfdL40CeNC/3R+NAnjU9j6ZPanBHx4wJ2AAAAAFYQRgAAAABY0STCiMfjUUZGhjwej+1S8P/QJ40L/dH40CeND33SuNAfjQ990vg0hT6p8wXsAAAAAHA8msSZEQAAAADBhzACAAAAwArCCAAAAAArCCMAAAAArGgSYWTWrFk69dRT1aJFCw0cOFArV660XVKzNGPGDJ1xxhmKjIxUu3btdPHFF2vTpk22y0IFDz/8sFwul26//XbbpTRrP/zwg66++mq1adNGERERSk1N1Zdffmm7rGapvLxcU6ZMUUpKiiIiItSpUyf9+c9/Fvd2aTiZmZkaOXKkEhMT5XK59PbbbwdMN8Zo6tSpSkhIUEREhIYOHaotW7bYKbaZOFqflJWV6Z577lFqaqpatWqlxMREXXvttdq5c6e9gpu4Y71GKrr11lvlcrn0+OOPN1h9xyvow8g///lPTZw4URkZGVq9erV69+6tYcOGaffu3bZLa3aWL1+u9PR0ZWVlafHixSorK9N5552nAwcO2C4Nkr744gs9++yzSktLs11Ks7Zv3z4NHjxY4eHh+uCDD7RhwwbNnDlTrVu3tl1as/TII4/omWee0d///ndt3LhRjzzyiB599FE99dRTtktrNg4cOKDevXtr1qxZVU5/9NFH9eSTT2r27NnKzs5Wq1atNGzYMBUXFzdwpc3H0frk4MGDWr16taZMmaLVq1frX//6lzZt2qSLLrrIQqXNw7FeI34LFixQVlaWEhMTG6iyemKC3IABA0x6errzuLy83CQmJpoZM2ZYrArGGLN7924jySxfvtx2Kc1eUVGR6dKli1m8eLE555xzzIQJE2yX1Gzdc8895le/+pXtMvD/DB8+3Nxwww0Bz1166aVmzJgxlipq3iSZBQsWOI99Pp+Jj483f/nLX5zn8vPzjcfjMa+99pqFCpufyn1SlZUrVxpJZvv27Q1TVDNWXX/85z//MaeccopZt26d6dChg/nb3/7W4LXVVVCfGSktLdWqVas0dOhQ57mQkBANHTpUXq/XYmWQpIKCAklSbGys5UqQnp6u4cOHB7xWYMc777yj/v37a/To0WrXrp369u2r5557znZZzdZZZ52lJUuWaPPmzZKkr776Sp999pkuuOACy5VBknJzc7Vr166A967o6GgNHDiQ43wjUlBQIJfLpZiYGNulNEs+n0/XXHON7r77bvXs2dN2ObUWZruA47Fnzx6Vl5crLi4u4Pm4uDh98803lqqC9MsL4/bbb9fgwYPVq1cv2+U0a/Pnz9fq1av1xRdf2C4FkrZu3apnnnlGEydO1P33368vvvhCf/jDH+R2u3XdddfZLq/Zuffee1VYWKju3bsrNDRU5eXlevDBBzVmzBjbpUHSrl27JKnK47x/GuwqLi7WPffco6uuukpRUVG2y2mWHnnkEYWFhekPf/iD7VLqJKjDCBqv9PR0rVu3Tp999pntUpq177//XhMmTNDixYvVokUL2+VAvwT1/v3766GHHpIk9e3bV+vWrdPs2bMJIxa8/vrrmjdvnl599VX17NlTOTk5uv3225WYmEh/AMdQVlamyy+/XMYYPfPMM7bLaZZWrVqlJ554QqtXr5bL5bJdTp0E9ce02rZtq9DQUOXl5QU8n5eXp/j4eEtVYfz48Xrvvfe0dOlStW/f3nY5zdqqVau0e/du9evXT2FhYQoLC9Py5cv15JNPKiwsTOXl5bZLbHYSEhLUo0ePgOdOO+007dixw1JFzdvdd9+te++9V1deeaVSU1N1zTXX6I477tCMGTNslwbJOZZznG98/EFk+/btWrx4MWdFLPn3v/+t3bt3Kzk52TnOb9++XXfeeadOPfVU2+XVSFCHEbfbrdNPP11LlixxnvP5fFqyZIkGDRpksbLmyRij8ePHa8GCBfr000+VkpJiu6Rmb8iQIfr666+Vk5Pj/Ovfv7/GjBmjnJwchYaG2i6x2Rk8ePARt7zevHmzOnToYKmi5u3gwYMKCQk8FIaGhsrn81mqCBWlpKQoPj4+4DhfWFio7OxsjvMW+YPIli1b9Mknn6hNmza2S2q2rrnmGq1duzbgOJ+YmKi7775bH330ke3yaiToP6Y1ceJEXXfdderfv78GDBigxx9/XAcOHND1119vu7RmJz09Xa+++qoWLlyoyMhI5/O80dHRioiIsFxd8xQZGXnENTutWrVSmzZtuJbHkjvuuENnnXWWHnroIV1++eVauXKl5syZozlz5tgurVkaOXKkHnzwQSUnJ6tnz55as2aNHnvsMd1www22S2s29u/fr2+//dZ5nJubq5ycHMXGxio5OVm33367pk+fri5duiglJUVTpkxRYmKiLr74YntFN3FH65OEhAT99re/1erVq/Xee++pvLzcOd7HxsbK7XbbKrvJOtZrpHIYDA8PV3x8vLp169bQpdaN7dt51YennnrKJCcnG7fbbQYMGGCysrJsl9QsSary34svvmi7NFTArX3te/fdd02vXr2Mx+Mx3bt3N3PmzLFdUrNVWFhoJkyYYJKTk02LFi1Mx44dzaRJk0xJSYnt0pqNpUuXVnnsuO6664wxv9zed8qUKSYuLs54PB4zZMgQs2nTJrtFN3FH65Pc3Nxqj/dLly61XXqTdKzXSGXBdmtflzF8zSwAAACAhhfU14wAAAAACF6EEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBABw3E499VQ9/vjjtssAAAQZwggAAAAAKwgjAAAAAKwgjAAAjuncc8/V+PHjNX78eEVHR6tt27aaMmWKjDHOPAcPHtQNN9ygyMhIJScna86cORYrBgAEA8IIAKBGXn75ZYWFhWnlypV64okn9Nhjj+n55593ps+cOVP9+/fXmjVrNG7cON12223atGmTxYoBAI2dy1T8sxYAAFU499xztXv3bq1fv14ul0uSdO+99+qdd97Rhg0bdOqpp+rXv/61XnnlFUmSMUbx8fGaNm2abr31VpulAwAaMc6MAABq5Mwzz3SCiCQNGjRIW7ZsUXl5uSQpLS3NmeZyuRQfH6/du3c3eJ0AgOBBGAEA1Ivw8PCAxy6XSz6fz1I1AIBgQBgBANRIdnZ2wOOsrCx16dJFoaGhlioCAAQ7wggAoEZ27NihiRMnatOmTXrttdf01FNPacKECbbLAgAEsTDbBQAAgsO1116rQ4cOacCAAQoNDdWECRN088032y4LABDEuJsWAOCYzj33XPXp00ePP/647VIAAE0IH9MCAAAAYAVhBAAAAIAVfEwLAAAAgBWcGQEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFaE1XVBn8+nnTt3KjIyUi6Xqz5rAgAAABBEjDEqKipSYmKiQkJqfr6jzmFk586dSkpKquviAAAAAJqY77//Xu3bt6/x/HUOI5GRkc4Ko6Ki6toMAAAAgCBXWFiopKQkJyPUVJ3DiP+jWVFRUYQRAAAAALW+fIML2AEAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBV1/p4RAEDwycvLU0FBge0yUEl0dLTi4uJslwEADY4wAgDNRF5enq6+5lqVlZbYLgWVhLs9mvvKPwgkAJodwggANBMFBQUqKy3RoY7nyNci2nY5xyXkUL4icjN1KOVs+SJibJdzXEKKC6Sty1VQUEAYAdDsEEYAoJnxtYiWr1Vb22XUC19ETJPZFgBojriAHQAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEaGSKi4u1efNmFRcX2y4FABDEOJ4gGBBGgEZmx44duvnmm7Vjxw7bpQAAghjHEwQDwggAAAAAKwgjAAAAAKwgjAAAAACwgjACAAAAwArCCAAAAAArCCMAAAAArCCMAAAAALCCMAIAAADACsIIAAAAACsIIwAAAACsIIwAAAAAsIIwAgAAAMAKwggAAAAAKwgjAAAAAKwgjAAAAACwIsx2AcervLxca9eu1d69exUbG6u0tDSFhobaLsuKmu6L2uwzm/vXv+7du3dr48aNkqRTTjlFo0aNktvtDqgtKipK3333ndatW6eIiAidd9556tevn8rLy7Vw4ULt3LlTiYmJzrKSVFpaGjBtxIgR+uabb7Rnzx7l5+crKipKhYWFOumkk7Rp0yZn/RdccIE++OCDgDYlacGCBVq7dq0OHTqkmJgYuVwu+Xw+5efnq7S0VOHh4TLGqKCgQK1atVJKSooiIiL03Xffqbi4WGVlZTr55JOVmJjYIPsXANA8fPTRR3ryySfl8/l00kknKTc3V/v375fH49Gpp56qbt26qbi4WC6XS3FxcTLGaMOGDWrRooU6d+6s1q1bKz8/X/n5+dqyZYs8Ho/S0tJ0ySWXKDQ0VDk5OcrJyZHP51NUVJRiYmJUWFiomJgYtW3btsqxQ32ML6pqQ9Ix2y0vL3dqlqQ+ffqoT58+Cg0NDWgzJiZGkrR3717l5+dXuz3Hsy22lm1MXMYYU5cFCwsLFR0drYKCAkVFRdV3XTWSmZmpp59+Wrt27XKei4+P17hx43T22WdbqcmWmu6L2uwzm/u3qnX7hYaG6swzz9R3331X5XS/sLAw+Xw++Xy+gGVHjx4tSXrjjTdUXl5+3LW6XC7V8WV0VOedd57uv//+em8XzdfmzZt1880360CPi+Rr1dZ2Occl5MAetdrwTpPaljlz5qhr1662y0ET8tBDD+njjz8+Ye27XC6Fh4ertLT0qPNVHjvUx/iiqjb84SE/P/+o637ssccC5vEve/7552vZsmVHHVtUbvN4tsXWsidKXbNB0H5MKzMzUxkZGerYsaNmzZqlRYsWadasWerYsaMyMjKUmZlpu8QGU9N9UZt9ZnP/+tcdEvLLr2dMTIx+97vfqX///pJ+CRkrVqxQSEiIhg4d6izXsmVLSdKFF14ot9utw4cPy+fz6aKLLtJbb72lu+66S1FRUZo/f77mz5+vqKgo3XXXXbr77rslyflrgv/NzH8Gxf98dHR0QJ2jRo1S//79T0gQkaSPP/5Ys2fPPiFtAwCattmzZztBpLZ/LXe5XJKkiIiIKp8/5ZRTJEnGGJWWlioyMlKS1L59+4D5u3TpIumX46d/7FAf44uq2hg7dqxz9mbs2LFVtutfLj8/X6mpqZo5c6Yee+wxpaamKj8/X/Pnz1d0dLTGjh0rSUpOTnbWedFFF2ngwIEB2zN79uw6b8vx7IemNgYOyjMj5eXlGjNmjDp27Kjp06c7g1ZJ8vl8mjx5snJzczV37tygPF1VGzXdFy+//LKuvfbaGu0zSdb2r397Tj31VH3xxReKiorSG2+84ZzlmDRpkrKysgLOerhcLg0YMEDTp0/X1KlTtXXrVuXl5Un65Y0yLi5Or776qkJDQ3Xw4EFdeOGFkqRFixbJ4/FozJgxSklJ0datW/Xzzz/r8OHDGjBggFatWqWQkBC1bt1aKSkpys7OVnh4uFq3bq2ysjIVFBQ46/C/jNxut3w+nw4fPlyr7Q4NDVX//v21Zs0alZWVOe2Fhobqgw8+cIIRcDw4M9I4cWYE9a20tFTDhg2r0x/L/Gf7w8LCdPjwYbndbufMR1xcnDp27KitW7dq7969Kisrc5YbOHCgtm/frpSUFBljtGbNGuf4mZubq5SUFG3btk0+n0+dOnWq8/iiqnGP/7mUlBRJ0rZt25w2/O1u3bpVxhjl5+erX79+evDBB531l5WVacSIESorK1Pbtm0VEhISULe/zX/84x/KyMjQ1q1bnXHKgAEDAtqqybYczzi2MY+B65oNanzNSElJiUpKSgJWaMvatWu1a9cuTZkyJaATJCkkJERjxoxRenq61q5dq759+1qqsmHUdF8sXLiwxvtMkrX969+ewYMHKysrSzfeeKPCwsKcdQ8YMEBer1e//vWv9emnn0r6JQxcc801CgsLc2qTpP/93//V4sWLlZeX59T6/vvvO+t6//331blzZ+3atUtXXHGFvF6vhgwZoiVLlqi4uFjl5eW64oor9Oqrr6p79+6SpLPPPltLlizR5Zdfrtdff/2I+o91qro65eXlat++vbKzs494/vnnnw84AwTU1fbt222XgKOgf1BfPvnkkxoHka5du2rz5s3OY/9yaWlpWr16dcBxLS8vT1deeaW8Xu8R7Xg8HmfsIElZWVkBx1f//5I0derUOo8vqhr3VHxOUkAbFdv1u/rqqwPWv27dOmeMu3v3bkly6q3Y5rp165y2/OOUAQMG1Hpbjmcc2xTHwDUOIzNmzNC0adNOZC01tnfvXkly0mpl/uf98zVlNd0XO3furNF8FfeZjf3rb9P/pjBo0KCA6R6PR5LUvXt3J4xUrKlizaNHj9bixYsD2vXvB//PsbGxAe1269ZNS5YsccL2hRdeqFdffVVFRUUB0xMSEupjcwNUDPsVvf7661UGHwBNy4MPPmi7BDRDp5xySkAY8fMfHyvzHy8r279/v6Qjxw7++Ssudzzji6rGPUd7rqr1VX5c1fr89VZu0z8u8R+zq9sfR9uW4xnHNsUxcI3DyH333aeJEyc6jwsLC5WUlHRCijoW/wskNzdXPXv2PGJ6bm5uwHxNWU33hf8OTbXZZzb2b+Vw4PV6NWLECGe6/8X/zTffHFFTz549ndqkXy5Qr9xuxTtVJSYmOs/72/XfNct/enHRokWS5Hwe1j/9xx9/rPtGVqO6N7TLL7+cMyOoF9u3b2fA24hNmjRJHTp0sF0GmoBPPvmkxn/E+uGHH6p8vrrBbHV/ODvppJMkKeA4XHH+issdz/iiqnFPxecqz1dVTZXXX9X6/PVWbtP/2H/Mrm5/HG1bjmcc2xTHwDUOIx6Pp9rBUkNLS0tTfHy85s2bV+Xn5ebNm6eEhATnFm9NWU33xahRo/TWW2/VeJ/Z2r/+7fnhhx8UGhqqF154Qeeff75zjcjKlSvlcrn073//2/ksqMvl0iuvvKLp06dr3rx5io+PV15enj755BNJv3zG1V/r8OHDNWvWLOdnj8ej+Ph4rVy5UnFxcVq+fLkkqUWLFgoNDdUbb7yhdu3aOW82mZmZateunRYvXuzsl/q6ZuQ///mP3G73EdeM3HTTTVwzAjQDHTp04JoR1ItTTz1Vb7zxRo0+qlX5rIj/mhH/x7YrXzPiP15WvmakpKRE8fHxmjt3rowx8ng8at26tVauXOkcZxMSEpxxRF3HF1WNe/zP+a97rdiGv934+HjnmpG5c+cGXOfRq1cveTyegGtG/HVXbLNXr17KyMgIGKesXLlSo0aNqtW2HM84timOgYPyblqhoaEaN26cvF6vJk+erPXr1+vgwYNav369Jk+eLK/Xq9tuu63JX7wu1XxfuN3uGu8zm/vXv+7s7GzFxcVp3759+u1vf6tnn31Wf/zjH+X1ep0Be1xcnIYMGSKfz6esrCxddNFF+vzzz9W3b1/nOz2kXy6q27dvn959912NGTPGWdeYMWO0aNEiXX311fJ6vdqzZ48OHz6smJgYrVy5UqGhoSorK9PPP/+s7OxsRUdHq6ysTLt379a+ffs0YsQI9evXL+DNvrS0tNZBRPrl2pDs7GyVlpYGtDd69GiCCACgVtxut6644grncW2O18YYuVwuHT58WBEREQHXjOzevVter1dhYWEBQSQyMlLZ2dkKCwuT1+tVVlaWSkpKFBkZKa/Xq+joaGVlZem2225Tenr6cY0vqhqjlJSUaMSIEfJ6vc4nKkpKSgLaHTdunNLT01VaWiqv16sJEyZo1apVWrVqlSZOnKiSkhL5fD61bt3aacvtdjttnnHGGZo8ebI+//xzRUdHKzs7W6NHj1ZWVlatt+V4xllNcQwclHfT8qvqHssJCQm67bbb+J4RVb0varPPbO5fvmeE7xlB/eNuWo0Td9PCidJYvmek8tihPsYXVbXRunVr5+zH0dZ9vN8zUrHN49kWW8ueKHXNBkEdRqSm8+2T9YFvYG8638D+5ptvMjBBvSOMNE6EEZwo/tf8ZZddpk2bNvEN7BWW4xvY61+zDSNAU+M/eDAwQX0jjDROhBGcKBxP0JCa3TewAwAAAAhuhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGgEYmOTlZc+bMUXJysu1SAABBjOMJgkGY7QIABGrRooW6du1quwwAQJDjeIJgwJkRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVoTZLgAA0LBCigtsl3DcQg7lB/wfzJpCfwBAXRFGAKCZiI6OVrjbI21dbruUehORm2m7hHoR7vYoOjradhkA0OAIIwDQTMTFxWnuK/9QQQF/iW9soqOjFRcXZ7sMAGhwhBEAaEbi4uIY9AIAGg0uYAcAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFXW+ta8xRpJUWFhYb8UAAAAACD7+TODPCDVV5zBSVFQkSUpKSqprEwAAAACakKKiIkVHR9d4fpepbXz5f3w+n3bu3KnIyEi5XK66NNEgCgsLlZSUpO+//15RUVG2y0EDou+bN/q/eaP/mzf6v3mj/+0wxqioqEiJiYkKCan5lSB1PjMSEhKi9u3b13XxBhcVFcUvZDNF3zdv9H/zRv83b/R/80b/N7zanBHx4wJ2AAAAAFYQRgAAAABY0eTDiMfjUUZGhjwej+1S0MDo++aN/m/e6P/mjf5v3uj/4FLnC9gBAAAA4Hg0+TMjAAAAABonwggAAAAAKwgjAAAAAKwgjAAAAACwokmEkT/96U9yuVwB/7p37+5MLy4uVnp6utq0aaOTTjpJl112mfLy8ixWjOORmZmpkSNHKjExUS6XS2+//XbAdGOMpk6dqoSEBEVERGjo0KHasmVLwDx79+7VmDFjFBUVpZiYGN14443av39/A24F6upY/f/73//+iPeD888/P2Ae+j84zZgxQ2eccYYiIyPVrl07XXzxxdq0aVPAPDV5v9+xY4eGDx+uli1bql27drr77rt1+PDhhtwU1EFN+v/cc8894vV/6623BsxD/wefZ555Rmlpac6XGA4aNEgffPCBM53XfXBrEmFEknr27Kkff/zR+ffZZ5850+644w69++67euONN7R8+XLt3LlTl156qcVqcTwOHDig3r17a9asWVVOf/TRR/Xkk09q9uzZys7OVqtWrTRs2DAVFxc784wZM0br16/X4sWL9d577ykzM1M333xzQ20CjsOx+l+Szj///ID3g9deey1gOv0fnJYvX6709HRlZWVp8eLFKisr03nnnacDBw448xzr/b68vFzDhw9XaWmpPv/8c7388st66aWXNHXqVBubhFqoSf9L0tixYwNe/48++qgzjf4PTu3bt9fDDz+sVatW6csvv9T//M//aNSoUVq/fr0kXvdBzzQBGRkZpnfv3lVOy8/PN+Hh4eaNN95wntu4caORZLxebwNViBNFklmwYIHz2Ofzmfj4ePOXv/zFeS4/P994PB7z2muvGWOM2bBhg5FkvvjiC2eeDz74wLhcLvPDDz80WO04fpX73xhjrrvuOjNq1Khql6H/m47du3cbSWb58uXGmJq93y9atMiEhISYXbt2OfM888wzJioqypSUlDTsBuC4VO5/Y4w555xzzIQJE6pdhv5vOlq3bm2ef/55XvdNQJM5M7JlyxYlJiaqY8eOGjNmjHbs2CFJWrVqlcrKyjR06FBn3u7duys5OVler9dWuThBcnNztWvXroD+jo6O1sCBA53+9nq9iomJUf/+/Z15hg4dqpCQEGVnZzd4zah/y5YtU7t27dStWzfddttt+vnnn51p9H/TUVBQIEmKjY2VVLP3e6/Xq9TUVMXFxTnzDBs2TIWFhc5fWREcKve/37x589S2bVv16tVL9913nw4ePOhMo/+DX3l5uebPn68DBw5o0KBBvO6bgDDbBdSHgQMH6qWXXlK3bt30448/atq0afr1r3+tdevWadeuXXK73YqJiQlYJi4uTrt27bJTME4Yf59WfMPxP/ZP27Vrl9q1axcwPSwsTLGxsfxONAHnn3++Lr30UqWkpOi7777T/fffrwsuuEBer1ehoaH0fxPh8/l0++23a/DgwerVq5ck1ej9fteuXVW+P/inIThU1f+S9Lvf/U4dOnRQYmKi1q5dq3vuuUebNm3Sv/71L0n0fzD7+uuvNWjQIBUXF+ukk07SggUL1KNHD+Xk5PC6D3JNIoxccMEFzs9paWkaOHCgOnTooNdff10REREWKwPQ0K688krn59TUVKWlpalTp05atmyZhgwZYrEy1Kf09HStW7cu4PpANB/V9X/Fa79SU1OVkJCgIUOG6LvvvlOnTp0aukzUo27duiknJ0cFBQV68803dd1112n58uW2y0I9aDIf06ooJiZGXbt21bfffqv4+HiVlpYqPz8/YJ68vDzFx8fbKRAnjL9PK99Fo2J/x8fHa/fu3QHTDx8+rL179/I70QR17NhRbdu21bfffiuJ/m8Kxo8fr/fee09Lly5V+/btnedr8n4fHx9f5fuDfxoav+r6vyoDBw6UpIDXP/0fnNxutzp37qzTTz9dM2bMUO/evfXEE0/wum8CmmQY2b9/v7777jslJCTo9NNPV3h4uJYsWeJM37Rpk3bs2KFBgwZZrBInQkpKiuLj4wP6u7CwUNnZ2U5/Dxo0SPn5+Vq1apUzz6effiqfz+ccuNB0/Oc//9HPP/+shIQESfR/MDPGaPz48VqwYIE+/fRTpaSkBEyvyfv9oEGD9PXXXwcE0sWLFysqKko9evRomA1BnRyr/6uSk5MjSQGvf/q/afD5fCopKeF13xTYvoK+Ptx5551m2bJlJjc316xYscIMHTrUtG3b1uzevdsYY8ytt95qkpOTzaeffmq+/PJLM2jQIDNo0CDLVaOuioqKzJo1a8yaNWuMJPPYY4+ZNWvWmO3btxtjjHn44YdNTEyMWbhwoVm7dq0ZNWqUSUlJMYcOHXLaOP/8803fvn1Ndna2+eyzz0yXLl3MVVddZWuTUAtH6/+ioiJz1113Ga/Xa3Jzc80nn3xi+vXrZ7p06WKKi4udNuj/4HTbbbeZ6Ohos2zZMvPjjz86/w4ePOjMc6z3+8OHD5tevXqZ8847z+Tk5JgPP/zQnHzyyea+++6zsUmohWP1/7fffmseeOAB8+WXX5rc3FyzcOFC07FjR3P22Wc7bdD/wenee+81y5cvN7m5uWbt2rXm3nvvNS6Xy3z88cfGGF73wa5JhJErrrjCJCQkGLfbbU455RRzxRVXmG+//daZfujQITNu3DjTunVr07JlS3PJJZeYH3/80WLFOB5Lly41ko74d9111xljfrm975QpU0xcXJzxeDxmyJAhZtOmTQFt/Pzzz+aqq64yJ510komKijLXX3+9KSoqsrA1qK2j9f/BgwfNeeedZ04++WQTHh5uOnToYMaOHRtwO0dj6P9gVVW/SzIvvviiM09N3u+3bdtmLrjgAhMREWHatm1r7rzzTlNWVtbAW4PaOlb/79ixw5x99tkmNjbWeDwe07lzZ3P33XebgoKCgHbo/+Bzww03mA4dOhi3221OPvlkM2TIECeIGMPrPti5jDGm4c7DAAAAAMAvmuQ1IwAAAAAaP8IIAAAAACsIIwAAAACsIIwAAAAAsIIwAgAAAMAKwggAAAAAKwgjAAAAAKwgjAAAAACwgjACAE3Eueeeq9tvv71B1nXqqafq8ccfb5B1AQCaLsIIAAAAACsIIwCAKpWXl8vn89kuAwDQhBFGAKAJ8fl8+uMf/6jY2FjFx8frT3/6kzPtscceU2pqqlq1aqWkpCSNGzdO+/fvd6a/9NJLiomJ0TvvvKMePXrI4/Fox44d2r17t0aOHKmIiAilpKRo3rx5R6zX5XLp+eef1yWXXKKWLVuqS5cueueddwLmWbdunS644AKddNJJiouL0zXXXKM9e/Y40998802lpqYqIiJCbdq00dChQ3XgwAFJ0rJlyzRgwAC1atVKMTExGjx4sLZv317Pew8A0NAIIwDQhLz88stq1aqVsrOz9eijj+qBBx7Q4sWLJUkhISF68skntX79er388sv69NNP9cc//jFg+YMHD+qRRx7R888/r/Xr16tdu3b6/e9/r++//15Lly7Vm2++qaefflq7d+8+Yt3Tpk3T5ZdfrrVr1+rCCy/UmDFjtHfvXklSfn6+/ud//kd9+/bVl19+qQ8//FB5eXm6/PLLJUk//vijrrrqKt1www3auHGjli1bpksvvVTGGB0+fFgXX3yxzjnnHK1du1Zer1c333yzXC7XCd6bAIATzWWMMbaLAAAcv3PPPVfl5eX697//7Tw3YMAA/c///I8efvjhI+Z/8803deuttzpnJ1566SVdf/31ysnJUe/evSVJmzdvVrdu3bRy5UqdccYZkqRvvvlGp512mv72t785F8y7XC5NnjxZf/7znyVJBw4c0EknnaQPPvhA559/vqZPn65///vf+uijj5z1/+c//1FSUpI2bdqk/fv36/TTT9e2bdvUoUOHgDr37t2rNm3aaNmyZTrnnHPqb4cBAKzjzAgANCFpaWkBjxMSEpyzGJ988omGDBmiU045RZGRkbrmmmv0888/6+DBg878brc7oI2NGzcqLCxMp59+uvNc9+7dFRMTc9R1t2rVSlFRUc66v/rqKy1dulQnnXSS86979+6SpO+++069e/fWkCFDlJqaqtGjR+u5557Tvn37JEmxsbH6/e9/r2HDhmnkyJF64okn9OOPPx7nngIANAaEEQBoQsLDwwMeu1wu+Xw+bdu2TSNGjFBaWpreeustrVq1SrNmzZIklZaWOvNHRETU+eNP1a1bkvbv36+RI0cqJycn4N+WLVt09tlnKzQ0VIsXL9YHH3ygHj166KmnnlK3bt2Um5srSXrxxRfl9Xp11lln6Z///Ke6du2qrKysOtUJAGg8CCMA0AysWrVKPp9PM2fO1JlnnqmuXbtq586dx1yue/fuOnz4sFatWuU8t2nTJuXn59dq/f369dP69et16qmnqnPnzgH/WrVqJemX8DJ48GBNmzZNa9askdvt1oIFC5w2+vbtq/vuu0+ff/65evXqpVdffbVWNQAAGh/CCAA0A507d1ZZWZmeeuopbd26Va+88opmz559zOW6deum888/X7fccouys7O1atUq3XTTTYqIiKjV+tPT07V3715dddVV+uKLL/Tdd9/po48+0vXXX6/y8nJlZ2froYce0pdffqkdO3boX//6l3766Seddtppys3N1X333Sev16vt27fr448/1pYtW3TaaafVdXcAABoJwggANAO9e/fWY489pkceeUS9evXSvHnzNGPGjBot++KLLyoxMVHnnHOOLr30Ut18881q165drdafmJioFStWqLy8XOedd55SU1N1++23KyYmRiEhIYqKilJmZqYuvPBCde3aVZMnT9bMmTN1wQUXqGXLlvrmm2902WWXqWvXrrr55puVnp6uW265pS67AgDQiHA3LQAAAABWcGYEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVoTVdUGfz6edO3cqMjJSLperPmsCAAAAEESMMSoqKlJiYqJCQmp+vqPOYWTnzp1KSkqq6+IAAAAAmpjvv/9e7du3r/H8dQ4jkZGRzgqjoqLq2gwAAACAIFdYWKikpCQnI9RUncOI/6NZUVFRhBEAAAAAtb58gwvYAQAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGBFnW/tC6D+5eXlqaCgwHYZaISio6MVFxdnuwwAAOoVYQRoJPLy8nT1NdeqrLTEdilohMLdHs195R8EEgBAk0IYARqJgoIClZWW6FDHc+RrEW27nBMu5FC+InIzdSjlbPkiYmyX06iFFBdIW5eroKCAMAIAaFIII0Aj42sRLV+rtrbLaDC+iJhmtb0AAOC/uIAdAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFU0ijBQXF2vz5s0qLi62XQoAAGhAjAGA4NYkwsiOHTt08803a8eOHbZLAQAADYgxABDcmkQYAQAAABB8CCMAAAAArCCMAAAAALCCMAIAAADACsIIAAAAACsIIwAAAACsIIwAAAAAsIIwAgAAAMAKwggAAAAAKwgjAAAAAKwgjAAAAACwgjACAAAAwArCCAAAAAArCCMAAAAArAizXQAAAMDx2rhxo5YuXapNmzbp0KFD+uGHH1RcXKxWrVrp4osvVo8ePVRYWKjY2FilpaVJknJycrRq1Spt3rxZHo9HaWlpuuSSS+R2uyVJ5eXlWrt2rfbs2aO9e/eqqKhILpdLffr0UZ8+fRQaGipJKi0t1cKFC7Vz507Fx8erY8eO2rt3rzZu3Kjy8nLt3btXsbGxCg0N1Wmnnaa2bdtKkvLz8xUbG6uePXvq66+/1urVq7V79261bdtWUVFROnDgQJXr8ysvL1dOTo5ycnIkKWA+f+3+daelpR2xfMV2Ks7bs2dPrV+/Xnv37lVMTExArUdrpyZt13b5urbj75MffvhBknTaaaepXbt2Adt2PPU0BvW1b20jjAAAgKC1evVqSdLf/va3KqeXlpbqxRdfDHguJiZGpaWlOnjwYMDzK1as0LPPPqvLL79cPXr00NNPP61du3Yd0eYrr7yimJgYTZw4URs2bNAbb7yh8vLyGtX79ttvH/FcSEiIfD5ftctUXN/ZZ58tScrMzNRjjz2m/Pz8I+Y7//zztWzZsoDa4+PjNW7cOGd5v8zMzCO20x9mqlJdO1Wpqu3aLF/XdmbPnn1En/j3e+Vtq0s9jUF97dvGgI9pAQCAoJSZmanZs2fXapm0tDTl5+c7QeSkk07S6NGj1b17d0mSz+fT/PnzNXXqVEVHRzvLderUST169JAkJScnKz8/X1OnTtX8+fMVFRWliy66SJIClpF+CRoV//fznx3xr1OS2rRpU2XN/vVlZGQoMzNTmZmZysjIUH5+vlJTUzVz5kw99thjSk1NVX5+vubPn6/o6GjNmjVLixYt0qxZs9SxY0dn+Yr7LyMjQx07dtSsWbM0adIkSVJUVJQzT2pqqlJTU+VyuTR27Ngq26lK5baPVkd9tjN79mzNnz9fLVq0kCT1799fv/vd79SqVStJUlhYmFwulyZNmlSnehqD+tq3jYXLGGPqsmBhYaGio6NVUFAQ8Etrw+bNm3XzzTdrzpw56tq1q9VagLry/x4f6HGRfK3aHnuBIBdyYI9abXin2Wzv8fDvK97jgP8qLy/X7373O+3Zs0fl5eVyuVzyD2mio6PVrVs3rVy5sspl3W63SktL5XK59OGHH8rj8cjn82nSpElatWqVSktLJUknn3yyCgsL1a9fPz344IOSpMmTJys3N1dJSUlauXKlQkJC9N577+mGG27QqaeeqpUrVyoyMlIFBQWSfgkYPp9Pbrdbu3fvljFGMTExKioqUmhoqEpLS+V2u9WyZUsVFhYqPDxc/fr1kzFGa9askTFGsbGxOvXUU7VmzRq1bt1axhjl5+c7dfmDTllZmUaMGKGysjKdfPLJevXVV52P7fh8Pqf2uXPnSpLGjBmjjh07avr06TLGOI8zMjKccPXee+8pNDTUWfYf//iHMjIynHaq+lhQeXl5QNsVg1jlOo72saLatlNaWqoLLrhAUVFRcrvd6tSpk7NtV111lfbt2yefz6czzjhD27dv19y5c+VyuWpcT2NQX/v2RKhrNqjxx7RKSkpUUlISsMLGZvv27bZLAOqM318cC78jwH9t2rRJeXl5zuOKf1sdO3asysrKqg0j/rBhjNGGDRvUt29fhYSE6Oqrr5bX63Xm++mnnyRJV199tTPoGzNmjNLT09WlSxdJvwwA33//fe3atUuDBw+Wz+dT3759tWzZMknSzz//rDvvvFMzZ8502u3Tp4+WLVvmfFyotLRUF198sV5//XWVlJTo6quvliRlZWVJknbt2qUrrrhCWVlZAR/LqViXJK1bt84Zq+Xl5Wnt2rXq27evpF/OzPhrX7t2rdPulClTFBISojVr1jiPN2zY4LSzbt069e3b11l23bp1Ae34269o7dq1AW1XVLmOqpavazsLFy5UeXm5/vd//1evv/66pk6d6mzb7t27ddVVV+m1117TKaecoqysLGe5mtbTGNTXvm1MahxGZsyYoWnTpp3IWo6b/68WANAU8R4H1MygQYOUnZ1do3n37t3r/JySklLlPBWf9/9cVFTkPLdz505J/w05/o8IVaynosrTJSkxMfGodXg8nqPWJQVuS1WP/fNXtc3+51JSUgICWcXn/Y/921O5/eqWqa7u6pavazv+fvDvy8rTL7zwQr322mtO0Kpq2xq7+tq3jUmNw8h9992niRMnOo8LCwuVlJR0Qoqqq0mTJqlDhw62ywDqZPv27Qw2cVS8xwH/tWnTpoCzDRV5vV6VlZXVqJ3Y2Fjn59zc3Crnyc3NVc+ePQPmiYyMdKb7B7/+u3AVFxcfUU9FladL/x1IV1dHxU+nVFVX5W2p6rG/3crb3LNnT+e53NzcgOkVn/c/rqqdqtZbub6j1VEf7fj7wb8vK2/bokWLJP032FW1bY1dfe3bxqTGYcTj8VSZyhuTDh068HlqAE0W73HAf3Xq1Elz586t8pqR5557Tt26dat22YrXjPgvSvf5fJo7d64zTfrvNSNz5851/lg0b948JSQkOIEiJCREw4cP11tvvaUffvjB+ViQX5s2bfR///d/iouLc64ZycnJUWhoaMA1Ix9//LFCQkIUHh6uuXPnyhgjj8fjXDOSnZ0tj8cTcM2Ivy7/x3V69eolj8fjXDPiv4Wxf/v8tfufj4+P17x58zR9+nSlpaU5jzMyMpwxX69evQKW7dWrlzIyMgLaqaxiW1Vd11C5jurUtp1Ro0Zp9uzZWrx4seLi4gK2rV27dnrzzTcVGhqqH374wVmuNvU0BvW1bxsT7qYFAACCTmhoqNLT053rLipeM1JQUFDt9SKpqakB14xcdtll+vvf/65x48bJ6/U606Rf/rpcUlIir9erm266SePHj9fnn3+u8PBwp32fz6cxY8bojDPOUFZWVsDF65K0b98+7du3Tz/99JNTY35+vlq3bu2sq7S01HnOv76srCyVlJQ4YSUrK0ulpaUaN26c0tPTVVpaKq/XqwkTJmjVqlVatWqVJk6cqJKSEvl8PsXExOibb77RwYMHtX79ek2ePFler1e33XabE4T82zx58mR98803uvHGG/X555/ryiuvdK4VnjhxoiZMmCCv16sRI0YoIyMjoJ3q+qZi2+vXr6+2jmP1cW3acbvdGj16tPbt26f9+/fr888/1x//+Ec9//zzOnDggMrKyhQWFqbs7GzdcMMN+uabb2pVT2NQX/u2MeFuWkAjwd20UB3upgVUb/78+bW+vW913zMi/XKm41jfMyJJrVu31h133FHr7xmpyrG+Z6Ti+o72PSOSqv2ekYSEBN12223H/T0j1bVTlarars3ydW2nqu8Z8au8bXWppzGor31bn+qaDQgjQCNBGEF1CCNA9fzvnXfccYd27drFN7DzDeyS+AZ2G074rX0BAAAaq9NOO02jRo2q1TKnn366Tj/99Gqnh4aG1uj2qP6PB1U2bNiwequluvqqW66mtVc3b33dFrY2ddRnO9X1iVR/22Zbfe1b27hmBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFjRJMJIcnKy5syZo+TkZNulAACABsQYAAhuYbYLqA8tWrRQ165dbZcBAAAaGGMAILg1iTMjAAAAAIIPYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYEWa7AACBQooLbJfQIEIO5Qf8j+o1l98JAEDzQxgBGono6GiFuz3S1uW2S2lQEbmZtksICuFuj6Kjo22XAQBAvSKMAI1EXFyc5r7yDxUU8FdwHCk6OlpxcXG2ywAAoF4RRoBGJC4ujgEnAABoNriAHQAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWFHn7xkxxkiSCgsL660YAAAAAMHHnwn8GaGm6hxGioqKJElJSUl1bQIAAABAE1JUVKTo6Ogaz+8ytY0v/4/P59POnTsVGRkpl8tVlybqrLCwUElJSfr+++8VFRXVoOtG/aM/mxb6s+mgL5sW+rNpoT+bjqbSl8YYFRUVKTExUSEhNb8SpM5nRkJCQtS+ffu6Ll4voqKigrrTEIj+bFroz6aDvmxa6M+mhf5sOppCX9bmjIgfF7ADAAAAsIIwAgAAAMCKoAwjHo9HGRkZ8ng8tktBPaA/mxb6s+mgL5sW+rNpoT+bjubel3W+gB0AAAAAjkdQnhkBAAAAEPwIIwAAAACsIIwAAAAAsIIwAgAAAMCKoAwjs2bN0qmnnqoWLVpo4MCBWrlype2Smp3MzEyNHDlSiYmJcrlcevvttwOmG2M0depUJSQkKCIiQkOHDtWWLVsC5tm7d6/GjBmjqKgoxcTE6MYbb9T+/fsD5lm7dq1+/etfq0WLFkpKStKjjz56RC1vvPGGunfvrhYtWig1NVWLFi2q9+1tymbMmKEzzjhDkZGRateunS6++GJt2rQpYJ7i4mKlp6erTZs2Oumkk3TZZZcpLy8vYJ4dO3Zo+PDhatmypdq1a6e7775bhw8fDphn2bJl6tevnzwejzp37qyXXnrpiHp4fR+fZ555Rmlpac6XZw0aNEgffPCBM52+DF4PP/ywXC6Xbr/9duc5+jN4/OlPf5LL5Qr41717d2c6fRl8fvjhB1199dVq06aNIiIilJqaqi+//NKZzliohkyQmT9/vnG73eb//u//zPr1683YsWNNTEyMycvLs11as7Jo0SIzadIk869//ctIMgsWLAiY/vDDD5vo6Gjz9ttvm6+++spcdNFFJiUlxRw6dMiZ5/zzzze9e/c2WVlZ5t///rfp3Lmzueqqq5zpBQUFJi4uzowZM8asW7fOvPbaayYiIsI8++yzzjwrVqwwoaGh5tFHHzUbNmwwkydPNuHh4ebrr78+4fugqRg2bJh58cUXzbp160xOTo658MILTXJystm/f78zz6233mqSkpLMkiVLzJdffmnOPPNMc9ZZZznTDx8+bHr16mWGDh1q1qxZYxYtWmTatm1r7rvvPmeerVu3mpYtW5qJEyeaDRs2mKeeesqEhoaaDz/80JmH1/fxe+edd8z7779vNm/ebDZt2mTuv/9+Ex4ebtatW2eMoS+D1cqVK82pp55q0tLSzIQJE5zn6c/gkZGRYXr27Gl+/PFH599PP/3kTKcvg8vevXtNhw4dzO9//3uTnZ1ttm7daj766CPz7bffOvMwFqqZoAsjAwYMMOnp6c7j8vJyk5iYaGbMmGGxquatchjx+XwmPj7e/OUvf3Gey8/PNx6Px7z22mvGGGM2bNhgJJkvvvjCmeeDDz4wLpfL/PDDD8YYY55++mnTunVrU1JS4sxzzz33mG7dujmPL7/8cjN8+PCAegYOHGhuueWWet3G5mT37t1Gklm+fLkx5pe+Cw8PN2+88YYzz8aNG40k4/V6jTG/hNOQkBCza9cuZ55nnnnGREVFOf33xz/+0fTs2TNgXVdccYUZNmyY85jX94nRunVr8/zzz9OXQaqoqMh06dLFLF682JxzzjlOGKE/g0tGRobp3bt3ldPoy+Bzzz33mF/96lfVTmcsVHNB9TGt0tJSrVq1SkOHDnWeCwkJ0dChQ+X1ei1Whopyc3O1a9eugH6Kjo7WwIEDnX7yer2KiYlR//79nXmGDh2qkJAQZWdnO/OcffbZcrvdzjzDhg3Tpk2btG/fPmeeiuvxz8PvQ90VFBRIkmJjYyVJq1atUllZWcB+7t69u5KTkwP6MzU1VXFxcc48w4YNU2FhodavX+/Mc7S+4vVd/8rLyzV//nwdOHBAgwYNoi+DVHp6uoYPH37EPqc/g8+WLVuUmJiojh07asyYMdqxY4ck+jIYvfPOO+rfv79Gjx6tdu3aqW/fvnruueec6YyFai6owsiePXtUXl4e8EKUpLi4OO3atctSVajM3xdH66ddu3apXbt2AdPDwsIUGxsbME9VbVRcR3Xz8PtQNz6fT7fffrsGDx6sXr16SfplH7vdbsXExATMW7k/69pXhYWFOnToEK/vevT111/rpJNOksfj0a233qoFCxaoR48e9GUQmj9/vlavXq0ZM2YcMY3+DC4DBw7USy+9pA8//FDPPPOMcnNz9etf/1pFRUX0ZRDaunWrnnnmGXXp0kUfffSRbrvtNv3hD3/Qyy+/LImxUG2E2S4AQOORnp6udevW6bPPPrNdCo5Dt27dlJOTo4KCAr355pu67rrrtHz5cttloZa+//57TZgwQYsXL1aLFi1sl4PjdMEFFzg/p6WlaeDAgerQoYNef/11RUREWKwMdeHz+dS/f3899NBDkqS+fftq3bp1mj17tq677jrL1QWXoDoz0rZtW4WGhh5xd4m8vDzFx8dbqgqV+fviaP0UHx+v3bt3B0w/fPiw9u7dGzBPVW1UXEd18/D7UHvjx4/Xe++9p6VLl6p9+/bO8/Hx8SotLVV+fn7A/JX7s659FRUVpYiICF7f9cjtdqtz5846/fTTNWPGDPXu3VtPPPEEfRlkVq1apd27d6tfv34KCwtTWFiYli9frieffFJhYWGKi4ujP4NYTEyMunbtqm+//ZbXZhBKSEhQjx49Ap477bTTnI/eMRaquaAKI263W6effrqWLFniPOfz+bRkyRINGjTIYmWoKCUlRfHx8QH9VFhYqOzsbKefBg0apPz8fK1atcqZ59NPP5XP59PAgQOdeTIzM1VWVubMs3jxYnXr1k2tW7d25qm4Hv88/D7UnDFG48eP14IFC/Tpp58qJSUlYPrpp5+u8PDwgP28adMm7dixI6A/v/7664A31cWLFysqKsp5sz5WX/H6PnF8Pp9KSkroyyAzZMgQff3118rJyXH+9e/fX2PGjHF+pj+D1/79+/Xdd98pISGB12YQGjx48BG3wd+8ebM6dOggibFQrdi+gr625s+fbzwej3nppZfMhg0bzM0332xiYmIC7i6BE6+oqMisWbPGrFmzxkgyjz32mFmzZo3Zvn27MeaX29nFxMSYhQsXmrVr15pRo0ZVeTu7vn37muzsbPPZZ5+ZLl26BNzOLj8/38TFxZlrrrnGrFu3zsyfP9+0bNnyiNvZhYWFmb/+9a9m48aNJiMjI6huZ9cY3HbbbSY6OtosW7Ys4JaTBw8edOa59dZbTXJysvn000/Nl19+aQYNGmQGDRrkTPffcvK8884zOTk55sMPPzQnn3xylbecvPvuu83GjRvNrFmzqrzlJK/v43Pvvfea5cuXm9zcXLN27Vpz7733GpfLZT7++GNjDH0Z7CreTcsY+jOY3HnnnWbZsmUmNzfXrFixwgwdOtS0bdvW7N692xhDXwablStXmrCwMPPggw+aLVu2mHnz5pmWLVuauXPnOvMwFqqZoAsjxhjz1FNPmeTkZON2u82AAQNMVlaW7ZKanaVLlxpJR/y77rrrjDG/3NJuypQpJi4uzng8HjNkyBCzadOmgDZ+/vlnc9VVV5mTTjrJREVFmeuvv94UFRUFzPPVV1+ZX/3qV8bj8ZhTTjnFPPzww0fU8vrrr5uuXbsat9ttevbsad5///0Ttt1NUVX9KMm8+OKLzjyHDh0y48aNM61btzYtW7Y0l1xyifnxxx8D2tm2bZu54IILTEREhGnbtq258847TVlZWcA8S5cuNX369DFut9t07NgxYB1+vL6Pzw033GA6dOhg3G63Ofnkk82QIUOcIGIMfRnsKocR+jN4XHHFFSYhIcG43W5zyimnmCuuuCLgOynoy+Dz7rvvml69ehmPx2O6d+9u5syZEzCdsVDNuIwxxs45GQAAAADNWVBdMwIAAACg6SCMAAAAALCCMAIAAADACsIIAAAAACsIIwAAAACsIIwAAAAAsIIwAgAAAMAKwggAoFa2bdsml8ulnJwcSdKyZcvkcrmUn59f7TIvvfSSYmJiGqQ+AEDwIIwAAI7LWWedpR9//FHR0dG2SwEABJkw2wUAAIKb2+1WfHy87TIAAEGIMyMA0Ey9+eabSk1NVUREhNq0aaOhQ4fqwIED8vl8euCBB9S+fXt5PB716dNHH374YbXtVPUxrZdeeknJyclq2bKlLrnkEv38888By3z11Vf6zW9+o8jISEVFRen000/Xl19+eaI2FQDQSBFGAKAZ+vHHH3XVVVfphhtu0MaNG7Vs2TJdeumlMsboiSee0MyZM/XXv/5Va9eu1bBhw3TRRRdpy5YtNWo7OztbN954o8aPH6+cnBz95je/0fTp0wPmGTNmjNq3b68vvvhCq1at0r333qvw8PATsakAgEbMZYwxtosAADSs1atX6/TTT9e2bdvUoUOHgGmnnHKK0tPTdf/99zvPDRgwQGeccYZmzZqlbdu2KSUlRWvWrFGfPn20bNky/eY3v9G+ffsUExOj3/3udyooKND777/vLH/llVfqww8/dM6eREVF6amnntJ1113XINsLAGicODMCAM1Q7969NWTIEKWmpmr06NF67rnntG/fPhUWFmrnzp0aPHhwwPyDBw/Wxo0ba9T2xo0bNXDgwIDnBg0aFPB44sSJuummmzR06FA9/PDD+u67745vgwAAQYkwAgDNUGhoqBYvXqwPPvhAPXr00FNPPaVu3bopNze3Qdb/pz/9SevXr9fw4cP16aefqkePHlqwYEGDrBsA0HgQRgCgmXK5XBo8eLCmTZumNWvWyO12a8mSJUpMTNSKFSsC5l2xYoV69OhRo3ZPO+00ZWdnBzyXlZV1xHxdu3bVHXfcoY8//liXXnqpXnzxxbpvDAAgKHFrXwBohrKzs7VkyRKdd955ateunbKzs/XTTz/ptNNO0913362MjAx16tRJffr00YsvvqicnBzNmzevRm3/4Q9/0ODBg/XXv/5Vo0aN0kcffRRwN65Dhw7p7rvv1m9/+1ulpKToP//5j7744gtddtllJ2pzAQCNFGEEAJqhqKgoZWZm6vHHH1dhYaE6dOigmTNn6oILLtCwYcNUUFCgO++8U7t371aPHj30zjvvqEuXLjVq+8wzz9Rzzz2njIwMTZ06VUOHDtXkyZP15z//WdIvHxH7+eefde211yovL09t27bVpZdeqmnTpp3ITQYANELcTQsAAACAFVwzAgAAAMAKwggAAAAAKwgjAAAAAKwgjAAAAACwgjACAAAAwArCCAAAAAArCCMAAAAArCCMAAAAALCCMAIAAADACsIIAAAAACsIIwAAAACsIIwAAAAAsIIwAgAAAMAKwggAAAAAKwgjAAAAAKwgjAAAAACwgjACAAAAwArCCAAAAAArCCMAAAAArCCMAAAAALCCMAIAAADACsIIAAAAACsIIwAAAACsIIwAAAAAsIIwAgAAAMAKwggAAAAAKwgjAAAAAKwgjAAAAACwgjACAAAAwArCCAAAAAArCCMAAAAArCCMAAAAALCCMAIAAADACsIIAAAAACsIIwAAAACsCKvrgj6fTzt37lRkZKRcLld91gQAAAAgiBhjVFRUpMTERIWE1Px8R53DyM6dO5WUlFTXxQEAAAA0Md9//73at29f4/nrHEYiIyOdFUZFRdW1GQAAAABBrrCwUElJSU5GqKk6hxH/R7OioqIIIwAAAABqffkGF7ADAAAAsIIwAgAAAMAKwggAAAAAKwgjAAAAAKwgjAAAAACwgjACAAAAwIo639oXAGBfXl6eCgoKbJeBWoiOjlZcXJztMgCgUSCMAECQysvL09XXXKuy0hLbpaAWwt0ezX3lHwQSABBhBACCVkFBgcpKS3So4znytYi2XU69CjmUr4jcTB1KOVu+iBjb5dSbkOICaetyFRQUEEYAQIQRAAh6vhbR8rVqa7uME8IXEdNktw0AwAXsAAAAACwhjAAAAACwgjACAAAAwArCCAAAAAArCCMAAAAArCCMAAAAALCCMAIAAADACsIIAAAAACsIIwAAAACsIIwAAAAAsIIwAgAAAMAKwggAAAAAKwgjAAAAAKwgjAAAAACwgjACAAAAwArCCAAAAAArCCMAAAAArCCMALVUXFyszZs3q7i42HYpAADUGcczNAaEEaCWduzYoZtvvlk7duywXQoAAHXG8QyNAWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWhNku4HiVl5dr7dq12rt3r2JjY5WWlqbQ0NA6z9cY1UftdWmjIfZteXm5cnJylJOTI0nq1auXtm3bpp07d2rPnj1q06aNkpKSNGLECG3YsEE5OTkyxigyMlJRUVHatGmTJOmUU07RiBEjtG7dOn388cc6ePCg2rZtqx49eqhdu3bq2bOnvvrqK3388cc6dOiQUlNTdckll8jtdjs1rF69Wrt371a7du3Up08fhYSEKD8/X1FRUfr222+1fv16RUREqEePHrXa9wAANEY+n0+StGDBAh0+fFgnn3yyoqOjFRMTo/z8fOXn52vTpk0qLS1Vu3bt1KpVK4WGhuqUU07RqFGj5Ha7nbYqjwV69uypr7/+2jm+p6WlOcfV6sYKdRl3REVFaevWrdq1a5cSExM1YsQIffPNN0dto+LYwz+miI2NVdu2bZWWliZJNR7XVKwlJiZGkrR3717l5+crJibGabMm46KjbX9V02pTZ2PmMsaYuixYWFio6OhoFRQUKCoqqr7rqpHMzEw9/fTT2rVrl/NcfHy8xo0bp7PPPrvW8zVG9VF7XdpoiH2bmZmpxx57TPn5+TXajuPhcrlU+Vc9JCREgwYN0vr16+tUw6233qorr7yynioEam/z5s26+eabdaDHRfK1amu7nHoVcmCPWm14p8ltm3+75syZo65du9ouB81YZmam/vKXv6ioqKhOy4eGhmr06NG69dZbqxwLhISEOGGnKpXHCscz7jiaqtZztLGHP1BUnF7duKamtdRkXHS07Zd0xLTa1NlQ6poNgvZjWpmZmcrIyFDHjh01a9YsLVq0SLNmzVLHjh2VkZGhzMzMWs3XGNVH7XVpoyH2rX/Z/Px8paam6txzz5X0S2jw6927t1q2bHnEsm3atAl43K5duyPm6d69u0455RTnsT+IXHjhhZoxY4Y6deokn8+nFStWOC/knj176sILL6yy3pYtW8rlcunCCy90apo9e3aj/v0BAKAq/mOwP4j4j6MtWrSocRstWrTQ/PnzNWnSpICxwKRJkyT996zLb37zG0lSZGSks+zYsWMDxgp1GXcMHTrUabdTp05O2+Hh4ZKkyy677Ig2Ko49kpOTJUk9evQIWN5/Rmjs2LFHHddUrGXs2LFyuVxOm5J00UUXaeDAgZKk6Ojoo46LjrX9U6dODZg2duzYGtcZDILyzEh5ebnGjBmjjh07avr06QoJ+W+m8vl8mjx5snJzc/Xyyy/r2muvPeZ8c+fObXSntWq6jUervS5tNMS+9a9j37596tevnzIyMjR8+HBFRkaqoKBAoaGhCg0NdVJ/Xl6epP+e3QgJCVF0dLS6deumNWvWqLS01Akb/nk+/PBDhYaGavjw4SotLZUkDRw4UDt27NDcuXPl8/mOmDZ9+nRdc801SklJUXl5uVauXClJ8ng8eueddzRt2jTl5uZq0qRJGj9+vCQpLi5Or776aqP7/UHzwJmR4MOZEdhW8RhcXl6uw4cPKzY2Vt26ddN3332nPXv2OEEiLCxMhw8fVkhIiPr376+cnBwdPnxYPp9P7dq1U1lZmfbt26czzzxTDz30kIwxTtt9+/aVJH3xxRcaMGCA/vznP2vKlClavXq1WrdurVdeeUUZGRnaunWrJNVq3DF16lQNHz5cUVFReuONN2SM0YgRIyRJb7/9tn73u9+psLBQH3zwgcLCwjR58mRt3bpVxhjl5+erb9++ys3NVadOnTR9+nRJ0v3336+srCy53W7169dP27dvd8Ywlcc1kpyx0rRp05yxQ25urlJSUiRJ27Zt0z/+8Q9nG1NSUrRt27YjxkVHG3eVlZU52/Xee+8pPDzcmb/ieqqrs6HHJnXNBjW+ZqSkpEQlJSUBK7Rl7dq12rVrl6ZMmRLQadIvpwXHjBmj9PR0LVy4sEbzrV271nnRNBY13caj1V6XNhpi3/rXIUlXX3213n33XZWXl6tPnz5atmyZLr/8cr366qtOCPHzBw6fz6cbb7xRKSkpysrKqnKed999V507d3bChiS1b99e2dnZWrt2rSQdMW3dunXONn366adOGCkpKdGGDRucbcrNzXWWy8vL06JFi9StW7cq+wA4kbZv3267BNQRfQdbNm3adMTHivbu3asBAwbI6/UGPH/48GFJvxx3Bw0a5BwXJWn37t0699xztWzZMp1yyikKCQnRmjVrnLavueYabd68WVlZWRowYIDCwsJ09dVXy+v1ateuXVq3bp1zXJVUq3GHf9xw4403KiwsTGvWrHHGqN98841uuOEGzZw5UwsXLtTo0aMD1iP98gfIrKwsTZ061Vmn/7nS0lLnZ/8YpvK4RpJTi3/scMUVV8jr9WrKlCmSpPT09IBt9E+vPC462rhr3bp1znatW7dOffv2DZjfv57q6mxsY9vq1DiMzJgxQ9OmTTuRtdTY3r17JclJhZX5n9+5c2eN5vO315jUdBuPVntd2miIfVvxuZSUFH3yySeSpIiICEm/fJTq1VdfrbJdv0GDBjnzV2Xnzp2KjY0NeM7/gq6qptLS0oBtrxi8/csMGjRIklRQUBAwbebMmUetFQAqe/DBB22XAATweDy1nu7/WJf/j3uVj+/+0O1ftuKYoeJxtfK0iqoad/jHDf7lK49j/M9XN1bx113x+Yrb5/+58vZU9Zw/wB1rG6tqs+Ljqra/qvFZVfMfq87GrsZh5L777tPEiROdx4WFhUpKSjohRR2Lf5CZm5urnj17HjHd/5frxMTEGs1XedDaGNR0G49We13aaIh9W/G53Nxcp61Dhw5JkhYtWlTtNvl5vd5q37j89VVet/+NoKqa3G53wLZXftONjY11tik6Ojpg2p133smZEVixfft2BrVBatKkSerQoYPtMtAMbdq0qco/olX+I1xNphcXF0uSc1etysd3/zL+/yt+sqDicdU/rabjDv/PXq9XI0aMOGIc4w8IFZepqu6K66y4ff6fK29PVc/5Hx9rG6tqs+Ljqra/qvFZxfmrmq8xj22rU+Mw4vF4jpmaG0paWpri4+M1b968Kj9fOG/ePCUkJGjUqFF66623jjmf//ZojUlNt/FotdeljYbYt/517Nu3T3PnzlVGRoZmz56tnJwcuVwuvf766/J4PEe9ZuSFF15Qt27d5PF4qrxmZOTIkQoNDZXb7Xb+YvOf//zHqcnn8x0xrVevXoqPj9fcuXNVXl7u1OvxeNSjRw9NmzZNCQkJASEoLi5OF154IdeMAKiVDh06cM0IrOjUqZPmzZt3xDUjK1euVLt27aq9ZsTr9crtdgdcM/LVV19Jkn744Qf5fL6A4/srr7wi6Ze7bq1cuVIjR47U3Llz5fF41Lp1a/Xq1UsZGRmKj4+XpFqNO6ZOnarZs2frhRde0Pnnn69evXo5Y9Tu3bvrgQceUGhoqEaNGuW0ER8f71wzkp2drbi4OGedkpSdnS3pl2CVnZ0dMIapalzjHytNmzZN8fHxWrlypTOGkKSEhISAbVy5cmWV46KjjbsqblevXr0C5q+4nqPVGQyC8m5aoaGhGjdunLxeryZPnqz169fr4MGDWr9+vSZPniyv16vbbrtNbre7RvM1xoFkTbfxaLXXpY2G2Lf+dZSWlsrr9eruu+/Wr3/9a+euVocPH1ZJSYni4uICbjnoDxytW7fWvn37lJWVpZKSEp188slHzHP77bfr97//fcB1IdnZ2erbt6+ysrJ0yy23HDFtwoQJ6tu3r7xeb8DnYktKSnTJJZfI6/WqT58++uMf/+hMS09Pb5S/PwAAVKXiMdh/TUhYWJi8Xq8KCwsDbsdb8ZqRlStXqrS01Jl+4MAB7du3T4MHD1Z2drYmT56sb775RjfeeKNKSkqUlZWlrKws/epXv5LX63WOoyUlJRo5cqQyMjLk9Xo1bty4Wo87HnjgAZ177rnat2+fLrnkEt1yyy3Otc0XXXSR9u3bp4svvlhbtmxx2hg3bpzS09NVWlqqrKwseTweff755xo/frxuuukm5xpU//QRI0aopKSkynFNxbFSRkaGRo4c6Vz87vV65fV61b9/f02ePFmff/65oqOjlZWVVeW46GjjroyMDJWWlqqkpEQZGRlav369s//86xk+fHi1dQaLoLybll9V92ROSEjQbbfddsx7Ulc1X2NUH7XXpY2G2Ld8zwhwfLibVvDhblpoLGx/z0jlscLxjDuOpqr1HG3s0bp1a+cMytHqqE0tNRkXHW37pZp9z4jtsW1ds0FQhxGJb2A/kW3wDezVfwP7E088wWAC1hFGgg9hBI3JN998o1tvvVUXXHAB38DON7Aft2YbRoCG5h8AMpiAbYSR4EMYQWPC8Qz1qdl9AzsAAACA4EYYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRoJaSk5M1Z84cJScn2y4FAIA643iGxiDMdgFAsGnRooW6du1quwwAAI4LxzM0BpwZAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYEWa7AADA8QkpLrBdQr0LOZQf8H9T0RT7CgCOB2EEAIJUdHS0wt0eaety26WcMBG5mbZLqHfhbo+io6NtlwEAjQJhBACCVFxcnOa+8g8VFPDX9mASHR2tuLg422UAQKNAGAGAIBYXF8fAFgAQtLiAHQAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABW1PnWvsYYSVJhYWG9FQMAAAAg+PgzgT8j1FSdw0hRUZEkKSkpqa5NAAAAAGhCioqKFB0dXeP5Xaa28eX/8fl82rlzpyIjI+VyuWq9fGFhoZKSkvT9998rKiqqLiXAAvotONFvwYu+C070W3Ci34IT/dY4GGNUVFSkxMREhYTU/EqQOp8ZCQkJUfv27eu6uCMqKopfnCBEvwUn+i140XfBiX4LTvRbcKLf7KvNGRE/LmAHAAAAYAVhBAAAAIAV1sKIx+NRRkaGPB6PrRJQB/RbcKLfghd9F5zot+BEvwUn+i241fkCdgAAAAA4HnxMCwAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABghZUwMmvWLJ166qlq0aKFBg4cqJUrV9ooA7UwY8YMnXHGGYqMjFS7du108cUXa9OmTbbLQi09/PDDcrlcuv32222XgmP44YcfdPXVV6tNmzaKiIhQamqqvvzyS9tl4SjKy8s1ZcoUpaSkKCIiQp06ddKf//xncZ+YxiczM1MjR45UYmKiXC6X3n777YDpxhhNnTpVCQkJioiI0NChQ7VlyxY7xcJxtH4rKyvTPffco9TUVLVq1UqJiYm69tprtXPnTnsFo0YaPIz885//1MSJE5WRkaHVq1erd+/eGjZsmHbv3t3QpaAWli9frvT0dGVlZWnx4sUqKyvTeeedpwMHDtguDTX0xRdf6Nlnn1VaWprtUnAM+/bt0+DBgxUeHq4PPvhAGzZs0MyZM9W6dWvbpeEoHnnkET3zzDP6+9//ro0bN+qRRx7Ro48+qqeeesp2aajkwIED6t27t2bNmlXl9EcffVRPPvmkZs+erezsbLVq1UrDhg1TcXFxA1eKio7WbwcPHtTq1as1ZcoUrV69Wv/617+0adMmXXTRRRYqRW00+K19Bw4cqDPOOEN///vfJUk+n09JSUn6//6//0/33ntvQ5aC4/DTTz+pXbt2Wr58uc4++2zb5eAY9u/fr379+unpp5/W9OnT1adPHz3++OO2y0I17r33Xq1YsUL//ve/bZeCWhgxYoTi4uL0wgsvOM9ddtllioiI0Ny5cy1WhqNxuVxasGCBLr74Ykm/nBVJTEzUnXfeqbvuukuSVFBQoLi4OL300ku68sorLVYLv8r9VpUvvvhCAwYM0Pbt25WcnNxwxaFWGvTMSGlpqVatWqWhQ4f+t4CQEA0dOlRer7chS8FxKigokCTFxsZargQ1kZ6eruHDhwe89tB4vfPOO+rfv79Gjx6tdu3aqW/fvnruuedsl4VjOOuss7RkyRJt3rxZkvTVV1/ps88+0wUXXGC5MtRGbm6udu3aFfB+GR0drYEDBzJWCTIFBQVyuVyKiYmxXQqOIqwhV7Znzx6Vl5crLi4u4Pm4uDh98803DVkKjoPP59Ptt9+uwYMHq1evXrbLwTHMnz9fq1ev1hdffGG7FNTQ1q1b9cwzz2jixIm6//779cUXX+gPf/iD3G63rrvuOtvloRr33nuvCgsL1b17d4WGhqq8vFwPPvigxowZY7s01MKuXbskqcqxin8aGr/i4mLdc889uuqqqxQVFWW7HBxFg4YRNA3p6elat26dPvvsM9ul4Bi+//57TZgwQYsXL1aLFi1sl4Ma8vl86t+/vx566CFJUt++fbVu3TrNnj2bMNKIvf7665o3b55effVV9ezZUzk5Obr99tuVmJhIvwENqKysTJdffrmMMXrmmWdsl4NjaNCPabVt21ahoaHKy8sLeD4vL0/x8fENWQrqaPz48Xrvvfe0dOlStW/f3nY5OIZVq1Zp9+7d6tevn8LCwhQWFqbly5frySefVFhYmMrLy22XiCokJCSoR48eAc+ddtpp2rFjh6WKUBN333237r33Xl155ZVKTU3VNddcozvuuEMzZsywXRpqwT8eYawSnPxBZPv27Vq8eDFnRYJAg4YRt9ut008/XUuWLHGe8/l8WrJkiQYNGtSQpaCWjDEaP368FixYoE8//VQpKSm2S0INDBkyRF9//bVycnKcf/3799eYMWOUk5Oj0NBQ2yWiCoMHDz7i1tmbN29Whw4dLFWEmjh48KBCQgIPq6GhofL5fJYqQl2kpKQoPj4+YKxSWFio7OxsxiqNnD+IbNmyRZ988onatGljuyTUQIN/TGvixIm67rrr1L9/fw0YMECPP/64Dhw4oOuvv76hS0EtpKen69VXX9XChQsVGRnpfG42OjpaERERlqtDdSIjI4+4rqdVq1Zq06YN1/s0YnfccYfOOussPfTQQ7r88su1cuVKzZkzR3PmzLFdGo5i5MiRevDBB5WcnKyePXtqzZo1euyxx3TDDTfYLg2V7N+/X99++63zODc3Vzk5OYqNjVVycrJuv/12TZ8+XV26dFFKSoqmTJmixMTEo965CSfe0fotISFBv/3tb7V69Wq99957Ki8vd8YqsbGxcrvdtsrGsRgLnnrqKZOcnGzcbrcZMGCAycrKslEGakFSlf9efPFF26Whls455xwzYcIE22XgGN59913Tq1cv4/F4TPfu3c2cOXNsl4RjKCwsNBMmTDDJycmmRYsWpmPHjmbSpEmmpKTEdmmoZOnSpVUe06677jpjjDE+n89MmTLFxMXFGY/HY4YMGWI2bdpkt2gctd9yc3OrHassXbrUduk4igb/nhEAAAAAkCx8AzsAAAAASIQRAAAAAJYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAILUtm3b5HK5lJOTU+08L730kmJiYhqsptqqyTYAAJquMNsFAACar6SkJP34449q27at7VIAABZwZgQAcFRlZWUnrO3Q0FDFx8crLIy/jQFAc0QYAYBGzufz6dFHH1Xnzp3l8XiUnJysBx980Jm+detW/eY3v1HLli3Vu3dveb3eo7b3zDPPqFOnTnK73erWrZteeeWVgOkul0vPPPOMLrroIrVq1UoPPvigysvLdeONNyolJUURERHq1q2bnnjiiYDlfv/73+viiy/WQw89pLi4OMXExOiBBx7Q4cOHdffddys2Nlbt27fXiy++6CxT+WNay5Ytk8vl0pIlS9S/f3+1bNlSZ511ljZt2hSwroULF6pfv35q0aKFOnbsqGnTpunw4cOSJGOM/vSnPyk5OVkej0eJiYn6wx/+UOv9DgA48QgjANDI3XfffXr44Yc1ZcoUbdiwQa+++qri4uKc6ZMmTdJdd92lnJwcde3aVVdddZUzMK9swYIFmjBhgu68806tW7dOt9xyi66//notXbo0YL4//elPuuSSS/T111/rhhtukM/nU/v27fXGG29ow4YNmjp1qu6//369/vrrAct9+umn2rlzpzIzM/XYY48pIyNDI0aMUOvWrZWdna1bb71Vt9xyi/7zn/8cdZsnTZqkmTNn6ssvv1RYWJhuuOEGZ9q///1vXXvttZowYYI2bNigZ599Vi+99JIT0N566y397W9/07PPPqstW7bo7bffVmpqaq32OQCggRgAQKNVWFhoPB6Pee65546YlpubaySZ559/3nlu/fr1RpLZuHGjMcaYF1980URHRzvTzzrrLDN27NiAdkaPHm0uvPBC57Ekc/vttx+ztvT0dHPZZZc5j6+77jrToUMHU15e7jzXrVs38+tf/9p5fPjwYdOqVSvz2muvBWzDmjVrjDHGLF261Egyn3zyibPM+++/bySZQ4cOGWOMGTJkiHnooYcCannllVdMQkKCMcaYmTNnmq5du5rS0tJjbgMAwC7OjABAI7Zx40aVlJRoyJAh1c6Tlpbm/JyQkCBJ2r17d7XtDR48OOC5wYMHa+PGjQHP9e/f/4hlZ82apdNPP10nn3yyTjrpJM2ZM0c7duwImKdnz54KCfnvoSUuLi7grERoaKjatGlTbX012aavvvpKDzzwgE466STn39ixY/Xjjz/q4MGDGj16tA4dOqSOHTtq7NixWrBgQbVnigAAdhFGAKARi4iIOOY84eHhzs8ul0vSL9eZHI9WrVoFPJ4/f77uuusu3Xjjjfr444+Vk5Oj66+/XqWlpdXW4q+nqueOVd/Rtmn//v2aNm2acnJynH9ff/21tmzZohYtWigpKUmbNm3S008/rYiICI0bN05nn332Cb0QHwBQN4QRAGjEunTpooiICC1ZsqRe2jvttNO0YsWKgOdWrFihHj16HHW5FStW6KyzztK4cePUt29fde7cWd9991291FRb/fr106ZNm9S5c+cj/vnPykRERGjkyJF68skntWzZMnm9Xn399ddW6gUAVI97KQJAI9aiRQvdc889+uMf/yi3263Bgwfrp59+0vr164/60a3q3H333br88svVt29fDR06VO+++67+9a9/6ZNPPjnqcl26dNE//vEPffTRR0pJSdErr7yiL774QikpKXXdtDqbOnWqRowYoeTkZP32t79VSEiIvvrqK61bt07Tp0/XSy+9pPLycg0cOFAtW7bU3LlzFRERoQ4dOjR4rQCAo+PMCAA0clOmTNGdd96pqVOn6rTTTtMVV1xxzGsuqnPxxRfriSee0F//+lf17NlTzz77rF588UWde+65R13ulltu0aWXXqorrrhCAwcO1M8//6xx48bVqYbjNWzYML333nv6+OOPdcYZZ+jMM8/U3/72NydsxMTE6LnnntPgwYOVlpamTz75RO+++67atGljpV4AQPVcxhhjuwgAAAAAzQ9nRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGBFWF0X9Pl82rlzpyIjI+VyueqzJgAAAABBxBijoqIiJSYmKiSk5uc76hxGdu7cqaSkpLouDgAAAKCJ+f7779W+ffsaz1/nMBIZGemsMCoqqq7NAAAAAAhyhYWFSkpKcjJCTdU5jPg/mhUVFUUYAQAAAFDryze4gB0AAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhR5+8ZAQCgoeTl5amgoMB2GdZFR0crLi7OdhkAUG8IIwCARi0vL09XX3OtykpLbJdiXbjbo7mv/INAAqDJIIwAABq1goIClZWW6FDHc+RrEW2lhpBD+YrIzdShlLPli4ixU0NxgbR1uQoKCggjAJoMwggAICj4WkTL16qt3RoiYqzXAABNCRewAwAAALCCMAIAAADACsIIAAAAACsIIwAAAACsIIwAAAAAsIIwAgAAAMAKwggAAAAAKwgjAAAAAKwgjAAAAACwgjACAAAAwArCCAAAAAArCCMAAAAArCCMAAAAALCCMAIAAADACsIIAAAAACsIIwAAAACsIIwAQCXFxcXavHmziouLbZcCoJHifQKoH4QRAKhkx44duvnmm7Vjxw7bpQBopHifAOoHYQQAAACAFYQRAAAAAFYQRgAAAABYQRgBAAAAYAVhBAAAAIAVhBEAAAAAVhBGAAAAAFhBGAEAAABgBWEEAAAAgBWEEQAAAABWEEYAAAAAWEEYAQAAAGAFYQQAAACAFYQRAAAAAFYQRgAAAABYEWa7gONVXl6utWvXau/evYqNjVVaWppCQ0NtlwUd2Tc9e/bU+vXrj9lXpaWlWrhwoXbu3KnExESNGjVKbrf7qG3XZ79X1bYk5eTkKCcnR5KUlpb2/7N35/FRVff/x98zWYYAyYQA2YRAgmxCgghKIxWsUAEBQS0qomKlUCF8FRGrflniWqlfsVWLoq2KCkpF64KKFhFIlSTssi9iWJQkVCALS9a5vz/4zW2GBAgh5GR5PR8PHmTuPXPnc+fMnXvec++dkdPpVE5OjkJDQyVJOTk5Pu0rWkZlppWWlp5x/b31/fzzz8rJyVFISIjy8vIUGhqqFi1aqEuXLtq0aVO5Wg8fPqzDhw8rPz9flmUpODhY+fn5cjqd6tq1q3bv3q2VK1fq6NGjio2NVdOmTeXn56eoqCjFxcUpJyen3P0PHTqkDRs26MiRI2ratKl+/etf68Ybb9TWrVu1fv16ZWVlSZKaN2+uEydOSJI8Ho/279+vjIwMWZaliIgIXX755erZs6fi4+P13Xff6YsvvtDu3btVUFCgZs2a6ejRozp69KgkKSwsTIGBgSouLlZxcbEsy1JJSYkkKT8/X8XFxSopKZHT6ZTL5VJwcLByc3NVVFQkh8OhkJAQlZaW6sSJE3I6nfZty7IUEhKigoICFRYWSpIKCgqq5TUFoH4pLS3Vpk2bJEnTpk1TSEiIGjdurLy8PEmS2+1Wfn6+jhw5ouPHj0s6+d7XuHFjOZ1OBQcHq7CwUA6HQ4cPH5bH45Gfn58iIiIUFRUlSTp8+LACAgLkcrnkcDjkcrlkWZZyc3N17NgxFRUVKS8vT8XFxXZNkhQUFKTIyEhFRkaqc+fOysrK0s6dO+XxeNSkSRPl5OToxIkTatSokVwul1q2bKnmzZvr2LFjys7OVlFRkVq2bKlu3bpp8ODB+uyzz7Rp0yYFBQXp2muv1WWXXSY/Pz+VlpZq3bp1Wrx4sbZu3Sp/f39deumluvLKK7VlyxYdPHhQ4eHhSkhI0J49e5SVlaXo6GgNGTJE27dvt/dhTZs21Y4dO2RZlhwOhzp37qwWLVrI4/Fow4YNys7OliSFh4crJCTE3m9deumlio+Pt8cVFe2LTx0XnG7scLbxSmXHL9X12iq7j/fu289lfeoah2VZVlXumJeXJ7fbrdzcXIWEhFR3XZWSkpKil156yR7wSFJkZKQmTJigPn36GKkJJ1XUN94N3quivpozZ44WLlzo087Pz08jRozQPffcc9plV1e/V7Ts0NBQFRcX69ixY5VaRtk3xHOd1rhxYxUUFMjj8djTyq5/RfWdyul0+twf56dTp06aM2eO6TIatJ07d2rcuHE6dsn18jRpYaQG57Gf1WTrJ7WihldffVUdOnQwUgNO7ieefPJJFRUVmS7FiMaNG+v666/XJ598YgctU860vzt1XHC6scPVV1+t5cuXn3G8UpnxS3U40z6+sutjcgxc1WxQZ0/TSklJUXJysuLi4jR79mx9/vnnmj17tuLi4pScnKyUlBTTJTZYp/bN1KlT7U+kJWnq1KkV9tWcOXO0YMEChYSEaMqUKfrggw80ZcoUhYSEaMGCBZozZ84F7feKlj127Fjl5OTo2LFjiomJ0V133SVJCg4Otu8XExOj+Ph4ORwO9e/fXzk5OcrJydHYsWN9lnG2af3799fx48fl8Xh0/fXXl1v/qVOnKjk5WW63Ww6HQ+3bt5f031ATGRkpSfYb89VXXy1JatSokV2r2+22/z71aFNlNG7cuMLpp3vTOdubkcPhOOcaatr27dvtIAygYUtJSdGMGTPqdRBxuVzlpl111VW69957FRwcrOPHj2vBggV2EHE6nbrkkkvK3ed07//eT+6bNGli31869/2LJJ8gEh8fr/j4eEnS2LFjfcYFpxs7uN1uLViwQG632x6veB/T4XDopptu8rl9uvFLdfDW6N3H9+rVS1OmTFGvXr0kndx/n2196uoYuE4eGSktLdWoUaMUFxenJ5980n4hSydfmNOmTVNGRobmzZtXJw9X1WWn9o1lWfbtxx9/XDNmzLD7xuFw2H31+uuva8iQIQoJCdHChQvl7//fMwhLSko0YsQI5eXlqUWLFmrXrl2193tFrynvtCNHjigoKMg+VO7d2IcOHaqSkhKFh4fr7bff1owZM7Rq1Spdfvnlcjgc2rNnj958803deeedio2NlaTTTiu7/h07dtTevXvt9fCu/5EjR9SrVy/t3btXsbGxysjIsJ/X6dOnKz09XZLk7++v7t27a82aNbr88sv1ww8/6D//+Y+kk2/6fn5+aty4sQIDA3Xw4EH7OfBuzw6HQx9//LGGDx/u80bv7+9vn/7kne50OhUQEKBmzZrp559/tk+X8nI4HAoNDVV+fn65ef7+/vJ4POrRo4dWr159Tv1VUxwOh7xvkZ9++qmaNm1quKKGiSMjvjVwZMSM0tJSjRw50n7fLPtpeV05Il32Pe1c5vv5+Wnx4sWyLEsDBgywp/v7+2vRokX67W9/q8OHD5cLaW63W507d9b69etVWFiowMBANWvWTIcOHVJJSYlCQ0MVEBCgkpISBQYG6siRIz7L8IYff39/BQUF6dixY3I4HCoqKlJAQIAuu+wypaenKzAwUJ999pn8/PzsscBbb72l5ORkZWRkyOPxlBs7ePfxhYWFcrlceuutt3TnnXf67FdXrVqlK664Qk888cRpxy/VMdb01lJ23+6t1Tu++eGHH+z5kmrlGLiq2aDS14wUFhba51F7H9CUjRs3KisrS9OnT/fpBOnkG8KoUaOUlJSkjRs3qnv37oaqbJhO7RvvdQPTp0+Xv79/ub7x3n7llVdUWlqqMWPG+AQR6eSb3d13361Zs2YpOztbM2bMqPZ+r+g15Z0mSf/zP/+jZ599VpI0ffp0bd261X7DzMrK0ubNm3XFFVcoNTVVvXr1UocOHZSUlKSPP/7YXq6k004ru/6xsbE+6+Hv769f//rXeu+99+RyuZSVlaVbbrlFqamp9vPqfWzp5DU3rVq1Unp6ui666CKlpaXZ61laWqrS0lLde++99vp4xcbGasOGDbIsS19++WW5HWt8fLzWr1/vM/3qq6/W119/fdrTxizLsms/Vd++fbV06VIFBQVVspdqXtmd8tSpU5WUlGSwmoZr7969pkuoVXg+zNixY4fPBzhlT9s5nyASGBhYY0dazvb58+nme69lvPjii32m9+3bV9u3bz/tPqBt27a644477P1QUVGRsrOz1b17d61fv15t27bVhg0b9MADD2jWrFnl7h8XF6fvvvtOpaWlPvthSSouLrb3dUVFRdq8ebPPuGLz5s3235LKjR28+/gpU6bo2Wef9dk3l92vXnHFFWccv1THWNNbS9l9u7fWsuMb73xJ9WoMXOkw8vTTT+uxxx67kLVU2uHDhyXJ/mT5VN7p3naoOaf2zam3Tzf9xx9/lCQlJiZWuNyy0y9Ev1f0miq7nFMf3/tmULat99C2y+Wyl3PgwIFyy61oWtn19w7Oyz6+94LG/Px8+zHKLuPUw+reDw7KfoBQVkXPc9mdqbfGspo3b15uWqdOnfT1119X+Bhe0dHRFU7v0KGDli5daq9Tbffdd99p3LhxpssA9NRTT5kuAdXo1AFlbXXgwAGFhYX5TOvYseNZ97kV7bO9+xNv+Dndvr9sOKqoTdl9XEXjjzONHbztvW1O3TeX3aefutyKbp8P7zJOfaxTay+7r69PY+BKh5FHHnlEkydPtm/n5eWpdevWF6Sos/FuDBkZGerSpUu5+d5DWKduNLjwTu2bU2+f2jfe261atdKaNWuUmpqqIUOGlFtu2cH/hej3il5TZZdz6uOf+hhhYWHas2ePpJNvjt5avANx7+3TTSu7/t43krKPkZmZKem/16p434C99Z4aOk59Ez3VqWFK8t0hVhQgDh06VG7a9u3bK1x+WRUFG+nkqTeS7/U3tVm3bt04MmLI3r17GYCXMXXqVLVp08Z0GQ3Ojh07Kvz0/nzVhdO7pJP7hVP3fTt27Khwn11W2X2dl3d/4r1usKJ9Utn5p2tTdh936rgiLCzM57FPHTt423uXW3bfXHa/WnZ/e7rHOV/eZZy6by9be9n5FbU5tW1dGgNXOoy4XK7TDmxqWkJCgiIjIzV//vwKz5ebP3++oqKi7K9ORc05tW/K3n788cd9+qZsX/3+97/XokWL9Nprr2ngwIHlrhl5/fXX5efnpxYtWlyQfq/oNeWdduTIEf39739XRESEHA6H5s+fr+TkZAUGBtrXjHTt2lXvvfee/Pz8lJ6erlWrVikqKkrDhg3TBx98oHnz5knSaaeVXf+OHTv6rEdJSYmWLFki6eQbUWRkpFatWuXzvK5atcp+Pvz9/fXjjz/Kz89PP/30k8LDw8tdM/L3v/9d4eHhPqcceN/AHA6HBgwYoJdfftlnJ+n9Gsuy50YvX75cLpfrjNeMLFmyxL7epKwVK1bI6XTaX/lbG5U9f/qpp57imhHUCm3atOGaEQPatWunt99+u9qvGanJi+HP55qRYcOGlZu3YsUKTZkyRZGRkRVeM7Jnzx69/fbbcrlcPteMePcne/bsUcuWLfX6668rIiKi3DUjP/zwg/z8/OTv76+///3vCggI8LlmxHtWQWBgoLp27eozFujatauSk5MVFRVlTy87dvDu41977TVFRkba++ay+1U/Pz+tWrVKQ4cOPe34pTrGmt5ayu7by14zMn/+fJ/5kurVGLhuHBs8hZ+fnyZMmKDU1FRNmzZNW7Zs0fHjx7VlyxZNmzZNqampGj9+PBevG3Bq32zfvl1jxoxRamqqRowYoZUrV+ruu+/W9u3bffoqKCjIvkh7xIgRWrRokX7++WctWrTIZ3pSUtIF6feKXlOFhYUaOnSoCgsLlZOTI5fLpQEDBmjlypX6zW9+o6KiInk8HgUGBmry5MlKS0vTr371K6WlpSk1NVWDBw9WSUmJhg4dqtTUVJ9pQ4YMsacNGTJElmXpV7/6lY4cOaK0tDT17NlTR44c8Vn/3r17a9WqVXK73UpLS1NwcLBdS2pqqsLDw+XxeFRUVKT09HRdddVVSktLU15enizLkmVZatq0qYqKiuxv8iorNzdX0snD4tdff325HWtJSYkaN27sM93j8aiwsFDHjx8vFzakk0c9jhw5UuG8kpISWZZVay9el/57ikCnTp0IIkAD5+fnp4kTJ9q3q+uakZpUmWtGKvrg+corr9SiRYv0m9/8xmd6SUmJBg8erGbNmpULIiEhIcrNzVVaWpr9iX5RUZH9wZX3N08OHTqkI0eOKD8/v9wy8vPz1aRJE3s/XFxcbLcpLi62v7ilqKhIkydP1n333aeVK1dq8ODBSk5OtscFFY0dtm/fLrfbrSNHjsjtdmvXrl0aM2aMVq5cqREjRigtLU3Dhw+3xy+pqakVjl+qY6zpHYOkpaXJ7XYrNTVVjzzyiBYtWqRHHnlEK1eutPf9EyZMqHdj4Dr5bVpeFX3HclRUlMaPH8/vjBhWmd8Zqaivqvo7I9XV7zX5OyPNmjWTZVn8zkgtx++MmMe3afnWwLdpmdXQf2ekSZMmGjp0aK3/nZFTxwWnGzv07dv3nH9n5EKNNc+0j6/s+pgcA1c1G9TpMCLVn1+frI/4BXZ+gb0u/wL7oUOH9MILL9SpQ931FWHEtwbCiHmlpaX66KOP9OKLL9q/DM4vsPML7NX12qqrv8DeYMMIAFQ37+CXQV/tQBjxrYHXZe3A+wTgq8H9AjsAAACAuo0wAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAnCImJkavvvqqYmJiTJcCoJbifQKoHv6mCwCA2qZRo0bq0KGD6TIA1GK8TwDVgyMjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjPA3XQAAAJXhLMg199gncnz+N1KDwfUHgAuFMAIAqNXcbrcCAl3SDytMl6KgjBSjjx8Q6JLb7TZaAwBUJ8IIAKBWi4iI0Ly331JuLkcG3G63IiIiTJcBANWGMAIAqPUiIiIYhANAPcQF7AAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwospf7WtZliQpLy+v2ooBAAAAUPd4M4E3I1RWlcNIfn6+JKl169ZVXQQAAACAeiQ/P19ut7vS7R3WucaX/8/j8ejAgQMKDg6Ww+GoyiIanLy8PLVu3Vr79+9XSEiI6XIaPPqjdqE/ahf6o3ahP2oX+qP2oU/MsyxL+fn5io6OltNZ+StBqnxkxOl0qlWrVlW9e4MWEhLChlKL0B+1C/1Ru9AftQv9UbvQH7UPfWLWuRwR8eICdgAAAABGEEYAAAAAGEEYqUEul0vJyclyuVymS4Hoj9qG/qhd6I/ahf6oXeiP2oc+qbuqfAE7AAAAAJwPjowAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjJynlJQUDR06VNHR0XI4HProo4985t91111yOBw+/wYOHOjT5vDhwxo1apRCQkIUGhqqMWPG6OjRozW4FvXH008/rcsvv1zBwcEKDw/X8OHDtWPHDp82BQUFSkpKUvPmzdW0aVPddNNNys7O9mmzb98+DR48WI0bN1Z4eLgefPBBlZSU1OSq1AuV6Y+rr7663DZyzz33+LShP6rHyy+/rISEBPtHwRITE7V48WJ7PttGzTpbf7BtmDVz5kw5HA5NmjTJnsY2Yk5F/cE2Uj8QRs7TsWPH1K1bN82ePfu0bQYOHKjMzEz737vvvuszf9SoUdqyZYuWLFmiTz/9VCkpKRo3btyFLr1eWrFihZKSkpSWlqYlS5aouLhY1157rY4dO2a3uf/++7Vo0SItXLhQK1as0IEDB3TjjTfa80tLSzV48GAVFRVp5cqVevPNNzV37lzNmDHDxCrVaZXpD0kaO3aszzbyzDPP2PPoj+rTqlUrzZw5U2vXrtWaNWt0zTXXaNiwYdqyZYskto2adrb+kNg2TFm9erVeeeUVJSQk+ExnGzHjdP0hsY3UCxaqjSTrww8/9Jk2evRoa9iwYae9z9atWy1J1urVq+1pixcvthwOh/XTTz9doEobjoMHD1qSrBUrVliWZVk5OTlWQECAtXDhQrvNtm3bLElWamqqZVmW9fnnn1tOp9PKysqy27z88stWSEiIVVhYWLMrUM+c2h+WZVl9+/a17rvvvtPeh/64sJo1a2b9/e9/Z9uoJbz9YVlsG6bk5+db7du3t5YsWeLTB2wjZpyuPyyLbaS+4MhIDVi+fLnCw8PVsWNHjR8/XocOHbLnpaamKjQ0VD179rSn9e/fX06nU+np6SbKrVdyc3MlSWFhYZKktWvXqri4WP3797fbdOrUSTExMUpNTZV0sk/i4+MVERFhtxkwYIDy8vJ8PrHEuTu1P7zmz5+vFi1aqGvXrnrkkUd0/Phxex79cWGUlpZqwYIFOnbsmBITE9k2DDu1P7zYNmpeUlKSBg8e7LMtSOw/TDldf3ixjdR9/qYLqO8GDhyoG2+8UbGxsdq9e7f+93//V4MGDVJqaqr8/PyUlZWl8PBwn/v4+/srLCxMWVlZhqquHzwejyZNmqTevXura9eukqSsrCwFBgYqNDTUp21ERIT9fGdlZfm8cXnne+ehairqD0m67bbb1KZNG0VHR2vjxo166KGHtGPHDv3zn/+URH9Ut02bNikxMVEFBQVq2rSpPvzwQ11yySXasGED24YBp+sPiW3DhAULFmjdunVavXp1uXnsP2remfpDYhupLwgjF9itt95q/x0fH6+EhAS1a9dOy5cvV79+/QxWVv8lJSVp8+bN+uabb0yXAp2+P8peHxUfH6+oqCj169dPu3fvVrt27Wq6zHqvY8eO2rBhg3Jzc/X+++9r9OjRWrFihemyGqzT9ccll1zCtlHD9u/fr/vuu09LlixRo0aNTJfT4FWmP9hG6gdO06phcXFxatGihb7//ntJUmRkpA4ePOjTpqSkRIcPH1ZkZKSJEuuFiRMn6tNPP9WyZcvUqlUre3pkZKSKioqUk5Pj0z47O9t+viMjI8t9O4r3Nn1SNafrj4r06tVLkny2Efqj+gQGBuriiy9Wjx499PTTT6tbt256/vnn2TYMOV1/VIRt48Jau3atDh48qMsuu0z+/v7y9/fXihUr9MILL8jf318RERFsIzXobP1RWlpa7j5sI3UTYaSG/fjjjzp06JCioqIkSYmJicrJydHatWvtNl9//bU8Ho+9UaHyLMvSxIkT9eGHH+rrr79WbGysz/wePXooICBAS5cutaft2LFD+/bts8/TTkxM1KZNm3xC4pIlSxQSEmKfPoHKOVt/VGTDhg2S5LON0B8XjsfjUWFhIdtGLeHtj4qwbVxY/fr106ZNm7Rhwwb7X8+ePTVq1Cj7b7aRmnO2/vDz8yt3H7aROsr0FfR1XX5+vrV+/Xpr/fr1liTrueees9avX2/t3bvXys/Pt6ZMmWKlpqZaGRkZ1ldffWVddtllVvv27a2CggJ7GQMHDrS6d+9upaenW998843Vvn17a+TIkQbXqu4aP3685Xa7reXLl1uZmZn2v+PHj9tt7rnnHismJsb6+uuvrTVr1liJiYlWYmKiPb+kpMTq2rWrde2111obNmywvvjiC6tly5bWI488YmKV6rSz9cf3339vPf7449aaNWusjIwM6+OPP7bi4uKsPn362MugP6rPww8/bK1YscLKyMiwNm7caD388MOWw+Gw/vWvf1mWxbZR087UH2wbtcOp39bENmJW2f5gG6k/CCPnadmyZZakcv9Gjx5tHT9+3Lr22mutli1bWgEBAVabNm2ssWPH+nzFnGVZ1qFDh6yRI0daTZs2tUJCQqzf/va3Vn5+vqE1qtsq6gtJ1htvvGG3OXHihDVhwgSrWbNmVuPGja0bbrjByszM9FnOnj17rEGDBllBQUFWixYtrAceeMAqLi6u4bWp+87WH/v27bP69OljhYWFWS6Xy7r44outBx980MrNzfVZDv1RPe6++26rTZs2VmBgoNWyZUurX79+dhCxLLaNmnam/mDbqB1ODSNsI2aV7Q+2kfrDYVmWVdNHYwAAAACAa0YAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAABn1bZtW/3lL3+xb2dlZenXv/61mjRpotDQUGN1AQDqNsIIAOCc/fnPf1ZmZqY2bNignTt3Vuo+c+fOJbgAAHz4my4AAFD37N69Wz169FD79u1NlwIAqMM4MgIADcT777+v+Ph4BQUFqXnz5urfv7+OHTumq6++WpMmTfJpO3z4cN11110VLqdt27b64IMP9NZbb8nhcNjtnnvuOcXHx6tJkyZq3bq1JkyYoKNHj0qSli9frt/+9rfKzc2Vw+GQw+HQo48+KkkqLCzUlClTdNFFF6lJkybq1auXli9ffmGeBABArUIYAYAGIDMzUyNHjtTdd9+tbdu2afny5brxxhtlWdY5L2v16tUaOHCgbr75ZmVmZur555+XJDmdTr3wwgvasmWL3nzzTX399df6wx/+IEm68sor9Ze//EUhISHKzMxUZmampkyZIkmaOHGiUlNTtWDBAm3cuFEjRozQwIEDtWvXrup7AgAAtRKnaQFAA5CZmamSkhLdeOONatOmjSQpPj6+Sstq2bKlXC6XgoKCFBkZaU8ve3Slbdu2evLJJ3XPPffopZdeUmBgoNxutxwOh8999u3bpzfeeEP79u1TdHS0JGnKlCn64osv9MYbb+iPf/xjlWoEANQNhBEAaAC6deumfv36KT4+XgMGDNC1116r3/zmN2rWrFm1PcZXX32lp59+Wtu3b1deXp5KSkpUUFCg48ePq3HjxhXeZ9OmTSotLVWHDh18phcWFqp58+bVVhsAoHYijABAA+Dn56clS5Zo5cqV+te//qUXX3xRU6dOVXp6upxOZ7nTtYqLi89p+Xv27NGQIUM0fvx4PfXUUwoLC9M333yjMWPGqKio6LRh5OjRo/Lz89PatWvl5+fnM69p06bntpIAgDqHMAIADYTD4VDv3r3Vu3dvzZgxQ23atNGHH36oli1bKjMz025XWlqqzZs361e/+lWll7127Vp5PB7NmjVLTufJyxHfe+89nzaBgYEqLS31mda9e3eVlpbq4MGDuuqqq85j7QAAdRFhBAAagPT0dC1dulTXXnutwsPDlZ6erv/85z/q3LmzmjRposmTJ+uzzz5Tu3bt9NxzzyknJ+ecln/xxReruLhYL774ooYOHapvv/1Wc+bM8WnTtm1bHT16VEuXLlW3bt3UuHFjdejQQaNGjdKdd96pWbNmqXv37vrPf/6jpUuXKiEhQYMHD67GZwEAUNvwbVoA0ACEhIQoJSVF1113nTp06KBp06Zp1qxZGjRokO6++26NHj1ad955p/r27au4uLhzOioinbwm5bnnntOf/vQnde3aVfPnz9fTTz/t0+bKK6/UPffco1tuuUUtW7bUM888I0l64403dOedd+qBBx5Qx44dNXz4cK1evVoxMTHVtv4AgNrJYVXlex0BAAAA4DxxZAQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABG+Ff1jh6PRwcOHFBwcLAcDkd11gQAAACgDrEsS/n5+YqOjpbTWfnjHVUOIwcOHFDr1q2rencAAAAA9cz+/fvVqlWrSrevchgJDg62HzAkJKSqiwEAAABQx+Xl5al169Z2RqisKocR76lZISEhhBEAAAAA53z5BhewAwAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMCIKn+1LwBUJDs7W7m5uabLQB3kdrsVERFhugwAQA0ijACoNtnZ2br9jjtVXFRouhTUQQGBLs17+y0CCQA0IIQRANUmNzdXxUWFOhHXV55GbtPl1ArOEzkKykjRidg+8gSFmi6n1nIW5Eo/rFBubi5hBAAaEMIIgGrnaeSWp0kL02XUKp6gUJ4TAABOwQXsAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMVFJBQYF27typgoIC06UAAACUw1gFdRFhpJL27duncePGad++faZLAQAAKIexCuoiwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIzwN13A+SotLdXGjRt1+PBhhYWFKSEhQX5+fqbLAgAAMK60tFQbNmzQhg0bJEkJCQlyOp3KycmpcNx06riqS5cu2rJliw4fPqzQ0FBJ0uHDh5WTk6PQ0FC1aNHigo29zneMV9/HiPVl/ep0GElJSdFLL72krKwse1pkZKQmTJigPn36GKwMAADArJSUFD333HPKyck5bZuy46aKxlV+fn4qLS094+NciLHX+Y7x6vsYsT6tX509TSslJUXJycmKi4vT7Nmz9fnnn2v27NmKi4tTcnKyUlJSTJcIAABgREpKimbMmKGcnBzFx8frrrvukiQFBwfbbcaOHWuPm+bMmeMzrpo6daokKSQkxG4fExNj/3399derV69ekiS3212tY6/zHePV9zFifVu/OhlGSktL9dJLLykxMVFPPvmkunTposaNG6tLly568sknlZiYqJdffvmsSR4AAKC+8Xg8mj17tlwulxITE/Xcc8/piy++0JVXXqkPP/xQiYmJcrlc+vTTT/XYY4/pF7/4hRYuXKhf/OIXevLJJ9WpUye99tpruvLKK7VgwQK5XC4FBgaqqKhIiYmJSkxM1OrVq/Xkk0/qyiuvVG5urn7xi19Uy9jrfMd49X2MWB/Xr9KnaRUWFqqwsNC+nZeXd0EKqoyNGzcqKytL06dPl9Ppm6ecTqdGjRqlpKQkbdy4Ud27d6/Wx967d2+1Lg+oT9g+cL54DQFV591+du3apezsbEnS7bffrs2bN9vjJn9/f91+++1KTU1VZmamNm/erCuuuEKpqam64oor5HQ6tX79erv91q1b7fGfd5okJSUlafPmzfaY65ZbblFqaup5j73Od4xncoxYE+rj+lU6jDz99NN67LHHLmQtlXb48GFJUmxsbIXzvdO97arTU089Ve3LBACcxHsscP5yc3Ptv2NjY5Wammr/XfZ/6eRYyeVySZIaNWpkTzv1vmWXV/a+iYmJkmQv43zHXuc7xjM5RqwJ9XH9Kh1GHnnkEU2ePNm+nZeXp9atW1+Qos4mLCxMkpSRkaEuXbqUm5+RkeHTrjpNnTpVbdq0qfblAvXB3r17GUzivPAeC1Sd9z3Y7Xbb0zIyMsqNm7zjJOnkWGnPnj2SpIKCAnvaqfctu7yy9/Xe9h49Od+x1/mO8UyOEWtCfVy/SocRl8tlp17TEhISFBkZqfnz5+vJJ5/0OUzl8Xg0f/58RUVFKSEhodofu02bNurQoUO1LxcAwHssUB3at2+viIgI5eTkaN68eXr88cftcdPjjz+uefPmyeVyKSwsTF27dtV7770nPz8/rVq1SsOGDfMZZyUnJ8vlcsmyLIWFhWnevHmSpKioKHXt2lXJycmKjIzUqlWrqmXsdb5jPJNjxJpQH9evTl7A7ufnpwkTJig1NVXTpk3Tli1bdPz4cW3ZskXTpk1Tamqqxo8fXye/axkAAOB8OJ1OJSUlqbCwUKmpqZo8ebIGDBiglStX6oYbblBqaqoKCws1ZMgQJScnKy0tTSNGjFBaWpqmTZum7du3a8yYMVq5cqVuvfVWFRYWqqioSIGBgUpNTVVqaqp69uypadOmaeXKlXK73UpLS6uWsdf5jvHq+xixPq6fw7Isqyp3zMvLk9vtVm5urs/XvtWkir5jOSoqSuPHj6/271jeuXOnxo0bp1dffZVP7YDT8G4nxy65Xp4mLUyXUys4j/2sJls/4Tk5C+/zxHssUHWnjlUq8zsjZcdNVf2dkQsx9jrfMV5NjhFNqI3rV9VsUKd/9LBPnz7q3bt3vfj1SQAAgOrkHSdV9hfYKxpXmfoF9vMd49X3MWJ9Wr86HUakk4m9rnx1GQAAQE3y8/NTjx491KNHj0q3P3VcZWqcdb5jvPo+Rqwv61cnrxkBAAAAUPcRRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhpJJiYmL06quvKiYmxnQpAAAA5TBWQV3kb7qAuqJRo0bq0KGD6TIAAAAqxFgFdRFHRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARvibLgBA/eMsyDVdQq3hPJHj8z8qxmsGABomwgiAauN2uxUQ6JJ+WGG6lFonKCPFdAm1XkCgS26323QZAIAaRBgBUG0iIiI07+23lJvLp9w4d263WxEREabLAADUIMIIgGoVERHBgBIAAFQKF7ADAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjqvw7I5ZlSZLy8vKqrRgAAAAAdY83E3gzQmVVOYzk5+dLklq3bl3VRQAAAACoR/Lz8+V2uyvd3mGda3z5/zwejw4cOKDg4GA5HI6qLKJOyMvLU+vWrbV//36FhISYLgcXEH3dcNDXDQv93XDQ1w0HfV37WJal/Px8RUdHy+ms/JUgVT4y4nQ61apVq6revc4JCQnhxd5A0NcNB33dsNDfDQd93XDQ17XLuRwR8eICdgAAAABGEEYAAAAAGEEYOQuXy6Xk5GS5XC7TpeACo68bDvq6YaG/Gw76uuGgr+uPKl/ADgAAAADngyMjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjGmQYefrpp3X55ZcrODhY4eHhGj58uHbs2OHTpqCgQElJSWrevLmaNm2qm266SdnZ2T5t9u3bp8GDB6tx48YKDw/Xgw8+qJKSkppcFZzFyy+/rISEBPtHkRITE7V48WJ7Pv1cf82cOVMOh0OTJk2yp9Hf9cOjjz4qh8Ph869Tp072fPq5/vnpp590++23q3nz5goKClJ8fLzWrFljz7csSzNmzFBUVJSCgoLUv39/7dq1y2cZhw8f1qhRoxQSEqLQ0FCNGTNGR48erelVwRm0bdu23LbtcDiUlJQkiW27vmqQYWTFihVKSkpSWlqalixZouLiYl177bU6duyY3eb+++/XokWLtHDhQq1YsUIHDhzQjTfeaM8vLS3V4MGDVVRUpJUrV+rNN9/U3LlzNWPGDBOrhNNo1aqVZs6cqbVr12rNmjW65pprNGzYMG3ZskUS/VxfrV69Wq+88ooSEhJ8ptPf9UeXLl2UmZlp//vmm2/sefRz/XLkyBH17t1bAQEBWrx4sbZu3apZs2apWbNmdptnnnlGL7zwgubMmaP09HQ1adJEAwYMUEFBgd1m1KhR2rJli5YsWaJPP/1UKSkpGjdunIlVwmmsXr3aZ7tesmSJJGnEiBGS2LbrLQvWwYMHLUnWihUrLMuyrJycHCsgIMBauHCh3Wbbtm2WJCs1NdWyLMv6/PPPLafTaWVlZdltXn75ZSskJMQqLCys2RXAOWnWrJn197//nX6up/Lz86327dtbS5Yssfr27Wvdd999lmWxXdcnycnJVrdu3SqcRz/XPw899JD1y1/+8rTzPR6PFRkZaf3f//2fPS0nJ8dyuVzWu+++a1mWZW3dutWSZK1evdpus3jxYsvhcFg//fTThSse5+W+++6z2rVrZ3k8HrbteqxBHhk5VW5uriQpLCxMkrR27VoVFxerf//+dptOnTopJiZGqampkqTU1FTFx8crIiLCbjNgwADl5eXZn7qjdiktLdWCBQt07NgxJSYm0s/1VFJSkgYPHuzTrxLbdX2za9cuRUdHKy4uTqNGjdK+ffsk0c/10SeffKKePXtqxIgRCg8PV/fu3fW3v/3Nnp+RkaGsrCyfPne73erVq5dPn4eGhqpnz552m/79+8vpdCo9Pb3mVgaVVlRUpHnz5unuu++Ww+Fg267HGnwY8Xg8mjRpknr37q2uXbtKkrKyshQYGKjQ0FCfthEREcrKyrLblH2xe+d756H22LRpk5o2bSqXy6V77rlHH374oS655BL6uR5asGCB1q1bp6effrrcPPq7/ujVq5fmzp2rL774Qi+//LIyMjJ01VVXKT8/n36uh3744Qe9/PLLat++vb788kuNHz9e9957r958801J/+2zivq0bJ+Hh4f7zPf391dYWBh9Xkt99NFHysnJ0V133SWJ9/D6zN90AaYlJSVp8+bNPucbo37p2LGjNmzYoNzcXL3//vsaPXq0VqxYYbosVLP9+/frvvvu05IlS9SoUSPT5eACGjRokP13QkKCevXqpTZt2ui9995TUFCQwcpwIXg8HvXs2VN//OMfJUndu3fX5s2bNWfOHI0ePdpwdbhQXnvtNQ0aNEjR0dGmS8EF1qCPjEycOFGffvqpli1bplatWtnTIyMjVVRUpJycHJ/22dnZioyMtNuc+g0O3tveNqgdAgMDdfHFF6tHjx56+umn1a1bNz3//PP0cz2zdu1aHTx4UJdddpn8/f3l7++vFStW6IUXXpC/v78iIiLo73oqNDRUHTp00Pfff892XQ9FRUXpkksu8ZnWuXNn+9Q8b59V1Kdl+/zgwYM+80tKSnT48GH6vBbau3evvvrqK/3ud7+zp7Ft118NMoxYlqWJEyfqww8/1Ndff63Y2Fif+T169FBAQICWLl1qT9uxY4f27dunxMRESVJiYqI2bdrk8+a2ZMkShYSElHvTRO3i8XhUWFhIP9cz/fr106ZNm7Rhwwb7X8+ePTVq1Cj7b/q7fjp69Kh2796tqKgotut6qHfv3uW+fn/nzp1q06aNJCk2NlaRkZE+fZ6Xl6f09HSfPs/JydHatWvtNl9//bU8Ho969epVA2uBc/HGG28oPDxcgwcPtqexbddjpq+gN2H8+PGW2+22li9fbmVmZtr/jh8/bre55557rJiYGOvrr7+21qxZYyUmJlqJiYn2/JKSEqtr167Wtddea23YsMH64osvrJYtW1qPPPKIiVXCaTz88MPWihUrrIyMDGvjxo3Www8/bDkcDutf//qXZVn0c31X9tu0LIv+ri8eeOABa/ny5VZGRob17bffWv3797datGhhHTx40LIs+rm+WbVqleXv72899dRT1q5du6z58+dbjRs3tubNm2e3mTlzphUaGmp9/PHH1saNG61hw4ZZsbGx1okTJ+w2AwcOtLp3726lp6db33zzjdW+fXtr5MiRJlYJZ1BaWmrFxMRYDz30ULl5bNv1U4MMI5Iq/PfGG2/YbU6cOGFNmDDBatasmdW4cWPrhhtusDIzM32Ws2fPHmvQoEFWUFCQ1aJFC+uBBx6wiouLa3htcCZ333231aZNGyswMNBq2bKl1a9fPzuIWBb9XN+dGkbo7/rhlltusaKioqzAwEDroosusm655Rbr+++/t+fTz/XPokWLrK5du1oul8vq1KmT9eqrr/rM93g81vTp062IiAjL5XJZ/fr1s3bs2OHT5tChQ9bIkSOtpk2bWiEhIdZvf/tbKz8/vyZXA5Xw5ZdfWpLK9Z9lsW3XVw7LsiyDB2YAAAAANFAN8poRAAAAAOYRRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAOCjbdu2+stf/nJBH2PPnj1yOBzasGFDpe/jcDj00UcfXbCaAAA1jzACALig7rrrLg0fPtxnWuvWrZWZmamuXbtWejmZmZkaNGiQpKqFGQBA7eNvugAAQMPj5+enyMjIc7rPubYHANR+HBkBgFrM4/HomWee0cUXXyyXy6WYmBg99dRTkqRNmzbpmmuuUVBQkJo3b65x48bp6NGj9n29RySeffZZRUVFqXnz5kpKSlJxcbHd5uDBgxo6dKiCgoIUGxur+fPn+zx+RUcgcnJy5HA4tHz5cnvali1bNGTIEIWEhCg4OFhXXXWVdu/erUcffVRvvvmmPv74YzkcDvt+ZZfr8XjUqlUrvfzyyz6PvX79ejmdTu3du1eS72lasbGxkqTu3bvL4XDo6quvVkpKigICApSVleWznEmTJumqq66qWgcAAC4owggA1GKPPPKIZs6cqenTp2vr1q165513FBERoWPHjmnAgAFq1qyZVq9erYULF+qrr77SxIkTfe6/bNky7d69W8uWLdObb76puXPnau7cufb8u+66S/v379eyZcv0/vvv66WXXtLBgwfPqcaffvpJffr0kcvl0tdff621a9fq7rvvVklJiaZMmaKbb75ZAwcOVGZmpjIzM3XllVf63N/pdGrkyJF65513fKbPnz9fvXv3Vps2bco95qpVqyRJX331lTIzM/XPf/5Tffr0UVxcnN5++227XXFxsebPn6+77777nNYJAFAzOE0LAGqp/Px8Pf/88/rrX/+q0aNHS5LatWunX/7yl/rb3/6mgoICvfXWW2rSpIkk6a9//auGDh2qP/3pT4qIiJAkNWvWTH/961/l5+enTp06afDgwVq6dKnGjh2rnTt3avHixVq1apUuv/xySdJrr72mzp07n1Ods2fPltvt1oIFCxQQECBJ6tChgz0/KChIhYWFZzzNatSoUZo1a5b27dunmJgYeTweLViwQNOmTauwfcuWLSVJzZs391numDFj9MYbb+jBBx+UJC1atEgFBQW6+eabz2mdAAA1gyMjAFBLbdu2TYWFherXr1+F87p162YHEUnq3bu3PB6PduzYYU/r0qWL/Pz87NtRUVH2kY9t27bJ399fPXr0sOd36tRJoaGh51Tnhg0bdNVVV9lBpCouvfRSde7c2T46smLFCh08eFAjRow4p+Xcdddd+v7775WWliZJmjt3rm6++Waf5wkAUHsQRgCglgoKCjrvZZwaEBwOhzweT6Xv73Se3E1YlmVPK3vNiVQ9dUonj454w8g777yjgQMHqnnz5ue0jPDwcA0dOlRvvPGGsrOztXjxYk7RAoBajDACALVU+/btFRQUpKVLl5ab17lzZ3333Xc6duyYPe3bb7+V0+lUx44dK7X8Tp06qaSkRGvXrrWn7dixQzk5OfZt7+lQmZmZ9rRTv043ISFB//73v8uFFK/AwECVlpaetZ7bbrtNmzdv1tq1a/X+++9r1KhRp20bGBgoSRUu93e/+53+8Y9/6NVXX1W7du3Uu3fvsz42AMAMwggA1FKNGjXSQw89pD/84Q966623tHv3bqWlpem1117TqFGj1KhRI40ePVqbN2/WsmXL9D//8z+644477OtFzqZjx44aOHCgfv/73ys9PV1r167V7373O58jHUFBQfrFL36hmTNnatu2bVqxYkW56zgmTpyovLw83XrrrVqzZo127dqlt99+2z5drG3bttq4caN27Nihn3/++bShpW3btrryyis1ZswYlZaW6vrrrz9t7eHh4QoKCtIXX3yh7Oxs5ebm2vMGDBigkJAQPfnkk/rtb39bqecCAGAGYQQAarHp06frgQce0IwZM9S5c2fdcsstOnjwoBo3bqwvv/xShw8f1uWXX67f/OY36tevn/7617+e0/LfeOMNRUdHq2/fvrrxxhs1btw4hYeH+7R5/fXXVVJSoh49emjSpEl68sknfeY3b95cX3/9tY4ePaq+ffuqR48e+tvf/mafIjZ27Fh17NhRPXv2VMuWLfXtt9+etp5Ro0bpu+++0w033HDG07/8/f31wgsv6JVXXlF0dLSGDRtmz3M6nbrrrrtUWlqqO++885yeDwBAzXJYZU8EBgCgHhgzZoz+85//6JNPPjFdCgDgDPhqXwBAvZGbm6tNmzbpnXfeIYgAQB1AGAEA1BvDhg3TqlWrdM899+jXv/616XIAAGfBaVoAAAAAjOACdgAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIAR/lW9o8fj0YEDBxQcHCyHw1GdNQEAAACoQyzLUn5+vqKjo+V0Vv54R5XDyIEDB9S6deuq3h0AAABAPbN//361atWq0u2rHEaCg4PtBwwJCanqYgAAAADUcXl5eWrdurWdESqrymHEe2pWSEgIYQQAAADAOV++wQXsAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCiyl/tCwB1TXZ2tnJzc02XgQvM7XYrIiLCdBkAgEogjABoELKzs3X7HXequKjQdCm4wAICXZr39lsEEgCoAwgjABqE3NxcFRcV6kRcX3kauU2Xc0E5T+QoKCNFJ2L7yBMUarqcGuUsyJV+WKHc3FzCCADUAYQRAA2Kp5FbniYtTJdRIzxBoQ1mXQEAdRMXsAMAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMIIKFRQUaOfOnSooKDBdCgAADRL7YjQEhBFUaN++fRo3bpz27dtnuhQAABok9sVoCAgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwwt90AeertLRUGzdu1OHDhxUWFqaEhAT5+fmZLuuC8K7rwYMHtW3bNknSRRddpGHDhikwMPC099mwYYM2bNggj8ejkJAQhYaGKi8vT6GhoQoLC1NJSYmWLFmirKwsRURE6OKLL1ZxcbEkyePx1Nj6AQCA8nbs2KGMjAx73x8VFaW4uDjl5OTo8OHDys/Pl2VZCgkJUVhYmFq0aGGPh8qOAyTp0ksv1aWXXlotY6WGNAbzqk3rXJtqOR91OoykpKTopZdeUlZWlj0tMjJSEyZMUJ8+fQxWVv0qWlevOXPmaMSIEbrnnnvK3ee5555TTk5OpR9n8+bNWrp0qX176tSpuu++++rd8wkAQG23bt06SdKsWbPO+b6RkZG6+uqr9cUXX/iMA95++22FhoZq8uTJ57Vvb0hjMK/atM61qZbzVWdP00pJSVFycrLi4uI0e/Zsff7555o9e7bi4uKUnJyslJQU0yVWG++6Op0nuys0NFS33XabevbsKUlq1KiRFixYoDlz5vjcZ8aMGcrJyVFMTIwkqVWrVmd9rKCgIJ/bTZs2rXfPJwAAtV1KSopeeeUV+3ZoaKh++ctflmvXuHFj+++IiAj7b6fTqQULFignJ0fx8fF67rnnNGvWLMXHxysnJ+e89u0NaQzmVZvWuTbVUh0clmVZVbljXl6e3G63cnNzFRISUt11nVFpaalGjRqluLg4Pfnkk/YgXTp5WtG0adOUkZGhefPm1cnDVWV517Vt27ZavXq1QkJCtHDhQvn7+9vrunv3bhUVFSkvL0+LFy+Wn5+fbrvtNuXk5Kh79+7KyMhQXFycMjIyFBsbK4/Ho/T0dPsx/P395XQ65XA49Mknn+jRRx9VWlqaLMtSWFiYOnbsqD179tSL5xMN186dOzVu3Dgdu+R6eZq0MF3OBeU89rOabP2kQazrqbzr/uqrr6pDhw6mywGqxLvvb9mypTZt2qTg4GC9//77Gj16tNq2bat169apqKhI/v7+KikpUa9eveR0OpWRkaG2bdtq/fr1Ki4ulmVZCgwM1KeffqqAgABJJ8dJU6dO1bp16xQWFnbO+/aGNAbzqk3rXJtqOVVVs0GlT9MqLCxUYWGhzwOasnHjRmVlZWn69Ok+nSCd/CRg1KhRSkpK0saNG9W9e3dDVVYP77r27t1baWlpGjNmjPz9T3Zb2XW9+eab9d577+njjz/WxRdfrOzsbElSr169lJaWpltvvVWpqamaPn26du7c6RNGSkpK7L+3bt2q22+/XampqZKkw4cPq23btkpNTdXnn3+ujh071uDaA9Vn7969pktADaK/UZft2LFDWVlZat26tSRp+PDh2rp1q7KysnTLLbcoLS1NkhQfH6/169erVatWuuaaa5SUlOQzXzo5ftu8ebM9HnI6nfZ+PjMz85zHSg1pDOZVm9a5NtVSXSodRp5++mk99thjF7KWSjt8+LAkKTY2tsL53unednWZdx28QTAxMdFnvnddo6KiJEkHDhxQWFiYPb9Ro0aSJJfLZbc/00768OHD5R7j3XfflVS1c1YBwISnnnrKdAnAeVu9erUkKSEhwR4PePfnktS8eXNJUlFRkT0eKDvf69TxUNnx07mOlRrSGMyrNq1zbaqlulQ6jDzyyCOaPHmyfTsvL89O7DXNO9jOyMhQly5dys3PyMjwaVeXedfB++aSmpqqIUOG2PO965qZmSlJio6O9lnvgoICSf8NMxkZGT5HuCp6PO8yvUaOHKl3331XDzzwAEdGUGft3buXAWoDMnXqVLVp08Z0GUCV7NixQ7NmzdLll1+u1atXa+PGjbrsssskyWcffujQIUlSYGCgve+uaB9/6nio7H7+XMdKDWkM5lWb1rk21VJdKh1GXC5XhWnbhISEBEVGRmr+/PkVni83f/58RUVFKSEhwWCV1cO7rj/99JP8/Pz02muvaeDAgfY1I/Pnz1dERISWLFkiPz8/DRs2TH5+foqIiFBOTo7S09MVERGhVatWKTIyUvPmzSv3db1lrxm55JJL9Oijj8rhcNjXjOzZs0dRUVG67rrr6s35nwDqtzZt2nDNCOqsdu3aaf78+fYHih999JFuv/12RUZGKj09XYGBgSoqKtKmTZskST/++KPmzZtnz3e5XD7XjHTt2tVetsfj0bx58+Ryueyvgz0XDWkM5lWb1rk21VJd6uS3afn5+WnChAlKTU3VtGnTtGXLFh0/flxbtmzRtGnTlJqaqvHjx9eLgbN3Xb2h4siRI/rNb36jV155RX/4wx+0cuVKHT16VEeOHNGIESMUGBgoPz8/JSUlqbCwUGlpaXK5XEpNTZW/v79SU1N9rheRTl4zUlRUpMLCQg0fPlypqanyfq9BcHCw0tLS6s3zCQBAbefd92/evFmSlJ+fr1tuuUUXX3yx0tLSVFRUJOnk/rtx48ZKT0+3991paWkqLCxUZGSkLMtSYWGhJk+erLVr12rt2rW67777lJqaqqKioirt2xvSGMyrNq1zbaqlutTJb9Pyqug7lqOiojR+/Pg69x3LZ3Om3xnx8/Ortt8ZOVWLFi1077331rvnEw0P36bVMPBtWqhPTv3a/nMRFRWlvn37lvudEUlq1qyZ7r///mr/nZH6Ogbzqk3rXJtq8apqNqjTYUSqP78+WRk1/Qvsr7/+uubMmaNOnTrV5GoCFwRhpGEgjKA+8b5vPfDAAwoMDOQX2GuB2rTOtakWqQa+2re28vPzqzNfXXa+yq7rgAEDKn2fHj16qEePHmds16tXL5/bO3fu1Ouvv17ua+MAAEDN6tixozp06FDpfX9ZlR0HVEVDGoN51aZ1rk21nA9GmgAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggqFBMTo1dffVUxMTGmSwEAoEFiX4yGwN90AaidGjVqpA4dOpguAwCABot9MRoCjowAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIzwN10AANQkZ0Gu6RIuOOeJHJ//G5KG0L8AUJ8QRgA0CG63WwGBLumHFaZLqTFBGSmmSzAiINAlt9ttugwAQCUQRgA0CBEREZr39lvKzeWT8/rO7XYrIiLCdBkAgEogjABoMCIiIhikAgBQi3ABOwAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMqPJX+1qWJUnKy8urtmIAAAAA1D3eTODNCJVV5TCSn58vSWrdunVVFwEAAACgHsnPz5fb7a50e4d1rvHl//N4PDpw4ICCg4PlcDiqsggYkpeXp9atW2v//v0KCQkxXQ5qEV4bOB1eGzgdXhs4HV4bDYtlWcrPz1d0dLSczspfCVLlIyNOp1OtWrWq6t1RC4SEhPDmgArx2sDp8NrA6fDawOnw2mg4zuWIiBcXsAMAAAAwgjACAAAAwAjCSAPkcrmUnJwsl8tluhTUMrw2cDq8NnA6vDZwOrw2UBlVvoAdAAAAAM4HR0YAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRhqIRx99VA6Hw+dfp06dTJcFA1JSUjR06FBFR0fL4XDoo48+8plvWZZmzJihqKgoBQUFqX///tq1a5eZYlGjzvbauOuuu8q9jwwcONBMsahRTz/9tC6//HIFBwcrPDxcw4cP144dO3zaFBQUKCkpSc2bN1fTpk110003KTs721DFqCmVeW1cffXV5d477rnnHkMVo7YhjDQgXbp0UWZmpv3vm2++MV0SDDh27Ji6deum2bNnVzj/mWee0QsvvKA5c+YoPT1dTZo00YABA1RQUFDDlaKmne21IUkDBw70eR959913a7BCmLJixQolJSUpLS1NS5YsUXFxsa699lodO3bMbnP//fdr0aJFWrhwoVasWKEDBw7oxhtvNFg1akJlXhuSNHbsWJ/3jmeeecZQxaht/E0XgJrj7++vyMhI02XAsEGDBmnQoEEVzrMsS3/5y180bdo0DRs2TJL01ltvKSIiQh999JFuvfXWmiwVNexMrw0vl8vF+0gD9MUXX/jcnjt3rsLDw7V27Vr16dNHubm5eu211/TOO+/ommuukSS98cYb6ty5s9LS0vSLX/zCRNmoAWd7bXg1btyY9w5UiCMjDciuXbsUHR2tuLg4jRo1Svv27TNdEmqZjIwMZWVlqX///vY0t9utXr16KTU11WBlqC2WL1+u8PBwdezYUePHj9ehQ4dMlwQDcnNzJUlhYWGSpLVr16q4uNjnvaNTp06KiYnhvaOBOfW14TV//ny1aNFCXbt21SOPPKLjx4+bKA+1EEdGGohevXpp7ty56tixozIzM/XYY4/pqquu0ubNmxUcHGy6PNQSWVlZkqSIiAif6REREfY8NFwDBw7UjTfeqNjYWO3evVv/+7//q0GDBik1NVV+fn6my0MN8Xg8mjRpknr37q2uXbtKOvneERgYqNDQUJ+2vHc0LBW9NiTptttuU5s2bRQdHa2NGzfqoYce0o4dO/TPf/7TYLWoLQgjDUTZUy8SEhLUq1cvtWnTRu+9957GjBljsDIAdUXZ0/Ti4+OVkJCgdu3aafny5erXr5/BylCTkpKStHnzZq47RDmne22MGzfO/js+Pl5RUVHq16+fdu/erXbt2tV0mahlOE2rgQoNDVWHDh30/fffmy4FtYj3fN5TvwEnOzubc31RTlxcnFq0aMH7SAMyceJEffrpp1q2bJlatWplT4+MjFRRUZFycnJ82vPe0XCc7rVRkV69ekkS7x2QRBhpsI4ePardu3crKirKdCmoRWJjYxUZGamlS5fa0/Ly8pSenq7ExESDlaE2+vHHH3Xo0CHeRxoAy7I0ceJEffjhh/r6668VGxvrM79Hjx4KCAjwee/YsWOH9u3bx3tHPXe210ZFNmzYIEm8d0ASp2k1GFOmTNHQoUPVpk0bHThwQMnJyfLz89PIkSNNl4YadvToUZ9PozIyMrRhwwaFhYUpJiZGkyZN0pNPPqn27dsrNjZW06dPV3R0tIYPH26uaNSIM702wsLC9Nhjj+mmm25SZGSkdu/erT/84Q+6+OKLNWDAAINVoyYkJSXpnXfe0ccff6zg4GD7OhC3262goCC53W6NGTNGkydPVlhYmEJCQvQ///M/SkxM5Ju06rmzvTZ2796td955R9ddd52aN2+ujRs36v7771efPn2UkJBguHrUChYahFtuucWKioqyAgMDrYsuusi65ZZbrO+//950WTBg2bJllqRy/0aPHm1ZlmV5PB5r+vTpVkREhOVyuax+/fpZO3bsMFs0asSZXhvHjx+3rr32Wqtly5ZWQECA1aZNG2vs2LFWVlaW6bJRAyp6XUiy3njjDbvNiRMnrAkTJljNmjWzGjdubN1www1WZmamuaJRI8722ti3b5/Vp08fKywszHK5XNbFF19sPfjgg1Zubq7ZwlFrOCzLsmoy/AAAAACAxDUjAAAAAAwhjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAH48++qguvfRS02WckcPh0EcffWS6DADAeSKMAAB8TJkyRUuXLjVdBgCgASCMAEAtZ1mWSkpKauzxmjZtqubNm9fY452LoqIi0yUAAKoRYQQADCgsLNS9996r8PBwNWrUSL/85S+1evVqSdLy5cvlcDi0ePFi9ejRQy6XS998843y8/M1atQoNWnSRFFRUfrzn/+sq6++WpMmTbKX+/bbb6tnz54KDg5WZGSkbrvtNh08eNCe71320qVL1bNnTzVu3FhXXnmlduzYYbep6DSt119/XV26dJHL5VJUVJQmTpxYqfXMycnR73//e0VERKhRo0bq2rWrPv30U0nSoUOHNHLkSF100UVq3Lix4uPj9e677/rc/+qrr9bEiRM1adIktWjRQgMGDLDnZWZmatCgQQoKClJcXJzef/99n/tu2rRJ11xzjYKCgtS8eXONGzdOR48eteffddddGj58uJ599llFRUWpefPmSkpKUnFxcaXWDQBw/ggjAGDAH/7wB33wwQd68803tW7dOl188cUaMGCADh8+bLd5+OGHNXPmTG3btk0JCQmaPHmyvv32W33yySdasmSJ/v3vf2vdunU+yy0uLtYTTzyh7777Th999JH27Nmju+66q9zjT506VbNmzdKaNWvk7++vu++++7S1vvzyy0pKStK4ceO0adMmffLJJ7r44ovPuo4ej0eDBg3St99+q3nz5mnr1q2aOXOm/Pz8JEkFBQXq0aOHPvvsM23evFnjxo3THXfcoVWrVvks580331RgYKC+/fZbzZkzx54+ffp03XTTTfruu+80atQo3Xrrrdq2bZsk6dixYxowYICaNWum1atXa+HChfrqq6/Khahly5Zp9+7dWrZsmd58803NnTtXc+fOPeu6AQCqiQUAqFFHjx61AgICrPnz59vTioqKrOjoaOuZZ56xli1bZkmyPvroI3t+Xl6eFRAQYC1cuNCelpOTYzVu3Ni67777TvtYq1evtiRZ+fn5lmVZ9rK/+uoru81nn31mSbJOnDhhWZZlJScnW926dbPnR0dHW1OnTj3n9fzyyy8tp9Np7dixo9L3GTx4sPXAAw/Yt/v27Wt17969XDtJ1j333OMzrVevXtb48eMty7KsV1991WrWrJl19OhRe/5nn31mOZ1OKysry7Isyxo9erTVpk0bq6SkxG4zYsQI65Zbbql0vQCA88OREQCoYbt371ZxcbF69+5tTwsICNAVV1xhf7IvST179rT//uGHH1RcXKwrrrjCnuZ2u9WxY0efZa9du1ZDhw5VTEyMgoOD1bdvX0nSvn37fNolJCTYf0dFRUmSz+lcXgcPHtSBAwfUr1+/c17PDRs2qFWrVurQoUOF80tLS/XEE08oPj5eYWFhatq0qb788stytfbo0aPC+ycmJpa77X3+tm3bpm7duqlJkyb2/N69e8vj8ficktalSxf7SI108rmo6HkAAFwYhBEAqKXKDqQrw3tqUkhIiObPn6/Vq1frww8/lFT+wu+AgAD7b4fDIenkaVWnCgoKOteyK33f//u//9Pzzz+vhx56SMuWLdOGDRs0YMCAcrWe6/NwLso+D9LJ56Ki5wEAcGEQRgCghrVr186+BsKruLhYq1ev1iWXXFLhfeLi4hQQEGBf5C5Jubm52rlzp317+/btOnTokGbOnKmrrrpKnTp1Ou9P+YODg9W2bdsqfdVvQkKCfvzxR58ay/r22281bNgw3X777erWrZvi4uJO27YiaWlp5W537txZktS5c2d99913OnbsmM/jOZ3OckeTAADmEEYAoIY1adJE48eP14MPPqgvvvhCW7du1dixY3X8+HGNGTOmwvsEBwdr9OjRevDBB7Vs2TJt2bJFY8aMkdPptI9sxMTEKDAwUC+++KJ++OEHffLJJ3riiSfOu95HH31Us2bN0gsvvKBdu3Zp3bp1evHFF896v759+6pPnz666aabtGTJEmVkZGjx4sX64osvJEnt27fXkiVLtHLlSm3btk2///3vlZ2dXem6Fi5cqNdff107d+5UcnKyVq1aZV+gPmrUKDVq1EijR4/W5s2btWzZMv3P//yP7rjjDkVERFTtiQAAVDvCCAAYMHPmTN1000264447dNlll+n777/Xl19+qWbNmp32Ps8995wSExM1ZMgQ9e/fX71791bnzp3VqFEjSVLLli01d+5cLVy4UJdccolmzpypZ5999rxrHT16tP7yl7/opZdeUpcuXTRkyBDt2rWrUvf94IMPdPnll2vkyJG65JJL9Ic//EGlpaWSpGnTpumyyy7TgAEDdPXVVysyMlLDhw+vdF2PPfaYFixYoISEBL311lt699137SNLjRs31pdffqnDhw/r8ssv129+8xv169dPf/3rX895/QEAF47DsizLdBEAgHN37NgxXXTRRZo1a9Zpj6gAAFCb+ZsuAABQOevXr9f27dt1xRVXKDc3V48//rgkadiwYYYrAwCgajhNCwDqkGeffVbdunVT//79dezYMf373/9WixYtjNQyf/58NW3atMJ/Xbp0MVITAKBu4TQtAECV5Ofnn/aC84CAALVp06aGKwIA1DWEEQAAAABGcJoWAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIzwr+odPR6PDhw4oODgYDkcjuqsCQAAAEAdYlmW8vPzFR0dLaez8sc7qhxGDhw4oNatW1f17gAAAADqmf3796tVq1aVbl/lMBIcHGw/YEhISFUXAwAAAKCOy8vLU+vWre2MUFlVDiPeU7NCQkIIIwAAAADO+fINLmAHAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGVPl3RgAAtUN2drZyc3NNl4Hz5Ha7FRERYboMAKhRhBEAqMOys7N1+x13qrio0HQpOE8BgS7Ne/stAgmABoUwAgB1WG5uroqLCnUirq88jdymy7kgnCdyFJSRohOxfeQJCjVdzgXhLMiVflih3NxcwgiABoUwAgD1gKeRW54mLUyXcUF5gkLr/ToCQEPDBewAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMII8AZFBQUaOfOnSooKDBdCgAARrFPxIVAGAHOYN++fRo3bpz27dtnuhQAAIxin4gLgTACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjPA3XcD5Ki0t1caNG3X48GGFhYUpISFBfn5+psuqkLfWn3/+WTk5OQoNDVWLFi2M1Hy2563s/NDQUElSTk6OwsLC1KVLF23ZssVn3uHDh/Xzzz9r9+7dOnHihJo3b64uXbooPDzcp/2pj3W6OiqaLqlcTT///LO2bdsmSbrooos0aNAgLV68WAcOHFB0dLSGDBmirVu3av369crMzNSRI0cUFBSk+Ph4tWvXTnl5eT7rcGq/AACAip04cUKvvPKK9u/fr4KCAgUHB6uoqEhut1t+fn4KDw9XcHCwjh49KqfTqUsvvVSXXnppuTHPqeOjkJAQe/8cFhYm6b/7aO+8U/8/dUxVWlqqDRs2aMOGDZJ02sc+tYbKjicr2/5CjlPr0hj4TOp0GElJSdFLL72krKwse1pkZKQmTJigPn36GKysvIpq9arpms/2vJ2pVkn2Rn42n3zySYXtvY8lqcI6rr76ai1fvtxnetlAdCazZ88+422vb7/99qz1R0ZGavjw4WdtBwBAQzN16tRK7UvLevvttxUaGqrJkyfbY56zjTnOlXcc8cUXX/iMGSp6bK9zHU9Wtv2FHKfWpTHw2dTZ07RSUlKUnJysuLg4zZ49W59//rlmz56tuLg4JScnKyUlxXSJNm+tbrdbDodDvXr10pQpU9SrVy9JktvtrrGaz/a8zZkzx54/duxYSVJ8fLzi4+PtZYSEhNh/x8TE2H/7+/832zZr1qzc9KlTp/o81owZM8rV4Xa7tWDBArndbnv62LFjlZOTo5ycHPXv31+S1KJFC3v5v/zlLxUREeGznpdffnm5dQ8KCrJDTVnBwcH239dff7169eolh8Mht9utV1555cxPKAAADczs2bP17bffyuk8t2FkTEyMcnJyNGPGDKWkpPiMjySpffv2klThvtqrSZMmkqTAwECf2977Op1OLViwQDk5OYqPj9esWbP03HPPKT4+3uexvc51PFnZ9hdynFqXxsCV4bAsy6rKHfPy8uR2u5Wbm+szOK0JpaWlGjVqlOLi4vTkk0/6bAwej0fTpk1TRkaG5s2bZ/xwlbfW2NhYZWRk+NTsrfWHH35QbGys9uzZc0FrPtvzNnXqVK1atUpXXHGFHn/8cd1xxx1229LSUg0ZMkSS9OGHH+qGG26QdHIg//PPPysgIEClpaW64oor5HA4lJGRoZ9//lklJSXy8/PT5Zdfrr1792revHnyeDz2sj799FMFBAT41FdYWCiXy6X58+dLkv38WZal1atXq2fPnlq9erXcbrc6duyoPXv2KDs7W/7+/goLC1NRUZGOHDliv1EVFRVJkhYtWqTf/e53Kiws1PHjx+3pktSrVy85nU7t2bNHb731lpKTk5WRkaEWLVpo06ZNmjNnjjp16nRB+gU4Hzt37tS4ceN07JLr5WnS4ux3qIOcx35Wk62fNIh1fPXVV9WhQwfT5QAV8r7fSCc/aPSe9eDn5yc/Pz9ZluWzb/XO834o2axZM7Vt21br169XaGioHA6HYmNj9cMPPyguLs4eJyUnJ+v666+XJFmWJcuy7DFLSEiISkpKlJeXp+DgYDVq1MgeQ7Vp00arVq2y6/vss8/sMYZ3nLNu3To1a9bMZ4xR2fFkZcefb775pu68884LMk6tzWPgqmaDSp+mVVhYqMLCQp8HNGXjxo3KysrS9OnTy6Vyp9OpUaNGKSkpSRs3blT37t0NVXmSt9ZbbrlFqampPjWXrdU7/0LWfLbn7YorrlBqaqquuOIKbd682aftd999Z/f/Z599Zv/t/b9Pnz5aunSpevXqpQ4dOigpKcledmlpqS666CKlpaVp48aNPvfbvHmzvb7e+qZMmaJnn33WbuutY+fOnUpLS5PL5ZLH49GYMWMUGxtrP9aIESP0zjvv2Kd5nfqG+Nprryk7O1sPPPCAZs2a5TOvVatWuuaaa5SUlKTNmzfb/XL11Vdr06ZN+uabb875EyCgJuzdu9d0CahG9Cdqs7Kvz/j4eK1fv16SVFJSopKSEklSz549tWbNGrtdaWmpHVq846G0tDRlZ2dLkj3+ufXWW+1x0tatW33GnGX95z//0c0336z33ntP1157rd577z17GVdeeaU8Ho+kkx9Elh1jOJ1O3X777UpNTVVWVla5MUZlxpOVHX9+/PHHF2ycWpfGwJVV6TDy9NNP67HHHruQtVTa4cOHJUmxsbEVzvdO97YzyVuDy+WSVL5m723v/AtZ89meN28NLperXNuydR04cKDcfTt27KilS5fK5XJVuHzvm8qp61f2tvfvxMTEcvNiY2PtN8GjR4/a7YKCguw21113nd555x01atSowvX78ccffZZ/an1l19Xbxnt0Zd68eZo3b16FywWA6vLUU0+ZLgGolObNm1c4/dJLL/UJI6fyjjW8vPvssuOk1NTUMz52VFSUJCk6OtrnvqcGmFPHHGXHJ6eOMSpy6hiosuNP7zjpQoxT69IYuLIqHUYeeeQRTZ482b6dl5en1q1bX5Cizsb7zQoZGRnq0qVLufkZGRk+7Uzy1uDdQE6t2Vurd/6FrPlsz1vZox3eDd3btmxd3o2/rB07dtj39a5TWd43ilPXr+xt79/eN6Gy8zIyMuz6mjZtarcruzF+/vnnkqSCgoJyjy+dPPqxZs2aCt/kXC6Xz+vG+7f36Mrtt99e5y4IQ8Owd+9eBrD1yNSpU9WmTRvTZQAVKvt+c+jQoQrbeL+96nRODQzefXbZcdLZxkKZmZmS/jvo99731KBz6nLKjk9OHWNUZjxZ2fGnd5x0IcapdWkMXFmVDiMul6tcJ5uSkJCgyMhIzZ8/v8Lz5ebPn6+oqKha8dWs3lpXrVpVrmZvrd75F7rmsz1vq1atkp+fn1atWqUhQ4b4tO3atavd/4MHD9bf//53Sf+9ZiQlJUVOp1Pp6en2upa9ZuSnn36y18/j8djL6tq1a7n6XnvtNUVGRtrPRWRkpObNmyfLsuTn56fCwkI5nU699tpr6tixoyIjI5Wdna2FCxcqIiJC3333nSSVu2ZkzJgxSk1N1WuvvabAwECf07h+/PFHzZs3T1FRUeratauSk5MVFRWlzZs3Szp5kTzncQO40Nq0acN7DeqETZs2yeFwSPK9ZuTUoyKnXjOSnp4ul8tlXzOyatUqRURE+IyTkpOT7XFCRdeMLFmyRH5+fvrXv/7lM4b66aef7Hb+/v4+YwyPx6N58+bJ5XKpWbNmPmOMyo4nKzv+HDZsmD744IMLMk6tS2PgyqqTJ8H7+flpwoQJSk1N1bRp07RlyxYdP35cW7Zs0bRp05Samqrx48cbv3i9bK1paWlyu91KTU3VI488okWLFumRRx7RypUr5Xa7lZaWdsFrPtvzlpaWphEjRigtLU3JyckaMmSIVq5cqfvuu0+TJ0+2rxvyXmReWFioxo0bS5KKi4vldDqVlpam1NRUFRYW2ueP+vv7Ky0tTXfffbe2b9+u5ORkFRUVqbCwUMnJyXYd27dvl9vt1pEjR+R2u7V9+3YVFhZq6NChSk1NVVpamn71q18pPT1dYWFhOnLkiNLS0nTxxRcrPDxcxcXFys7O1pEjR9SzZ08VFRX5BI6bb75ZhYWFysnJ8ZkeHBys9PR0paamqmfPnvZrKCQkxA4jXC8CAMBJ3bp1U0lJiRwOhyzLUklJiQoLC8tdqymdvGbEO2YIDAxUWlqaCgsLlZSUZI+PQkNDlZqaquDgYK1cuVK33HKLfZ+ioiIVFxfbt48fP64jR47Iz89POTk5ys/PV2pqqpo2baq0tDRFRkbK4/GoqKhIkydP1tq1a7V27Vrdd9999vhkwoQJdoA6l/FkZdsHBgZesHFqXRoDV1ad/DYtr4q+YzkqKkrjx4+vdafUnOl7tGu65rM9b9X1OyOna+99LKn874xERUWpb9++Vf6dkerk/XRjzpw5fMMNai2+Tat+4Nu0UBd4329effVVvfnmm+f8OyOSLvjvjHjHEaf+zkhFj+11ruPJyra/kOPU2jgGrmo2qNNhRKpbvz7JL7DXvV9g3717t/3GywABtRFhpH4gjKAuKBtGOnTowC+w8wvsPhpsGAEupFPfeIHahjBSPxBGUBewT8SZVDUbcCI8AAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAZxATE6NXX31VMTExpksBAMAo9om4EPxNFwDUZo0aNVKHDh1MlwEAgHHsE3EhcGQEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEf6mCwAAnD9nQa7pEi4Y54kcn//ro/rcfwBwJoQRAKjD3G63AgJd0g8rTJdywQVlpJgu4YIKCHTJ7XabLgMAahRhBADqsIiICM17+y3l5vLJel3ndrsVERFhugwAqFGEEQCo4yIiIhjEAgDqJC5gBwAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARVf5qX8uyJEl5eXnVVgwAAACAusebCbwZobKqHEby8/MlSa1bt67qIgAAAADUI/n5+XK73ZVu77DONb78fx6PRwcOHFBwcLAcDkdVFlFleXl5at26tfbv36+QkJAafWxUH/qx/qAv6wf6sX6gH+sH+rH+aCh9aVmW8vPzFR0dLaez8leCVPnIiNPpVKtWrap692oREhJSrzu1oaAf6w/6sn6gH+sH+rF+oB/rj4bQl+dyRMSLC9gBAAAAGEEYAQAAAGBEnQwjLpdLycnJcrlcpkvBeaAf6w/6sn6gH+sH+rF+oB/rD/ryzKp8ATsAAAAAnI86eWQEAAAAQN1HGAEAAABgBGEEAAAAgBGEEQAAAABG1LkwMnv2bLVt21aNGjVSr169tGrVKtMl4QyefvppXX755QoODlZ4eLiGDx+uHTt2+LQpKChQUlKSmjdvrqZNm+qmm25Sdna2oYpRGTNnzpTD4dCkSZPsafRj3fHTTz/p9ttvV/PmzRUUFKT4+HitWbPGnm9ZlmbMmKGoqCgFBQWpf//+2rVrl8GKcarS0lJNnz5dsbGxCgoKUrt27fTEE0+o7HfS0I+1U0pKioYOHaro6Gg5HA599NFHPvMr02+HDx/WqFGjFBISotDQUI0ZM0ZHjx6twbXAmfqxuLhYDz30kOLj49WkSRNFR0frzjvv1IEDB3yWQT+eVKfCyD/+8Q9NnjxZycnJWrdunbp166YBAwbo4MGDpkvDaaxYsUJJSUlKS0vTkiVLVFxcrGuvvVbHjh2z29x///1atGiRFi5cqBUrVujAgQO68cYbDVaNM1m9erVeeeUVJSQk+EynH+uGI0eOqHfv3goICNDixYu1detWzZo1S82aNbPbPPPMM3rhhRc0Z84cpaenq0mTJhowYIAKCgoMVo6y/vSnP+nll1/WX//6V23btk1/+tOf9Mwzz+jFF1+029CPtdOxY8fUrVs3zZ49u8L5lem3UaNGacuWLVqyZIk+/fRTpaSkaNy4cTW1CtCZ+/H48eNat26dpk+frnXr1umf//ynduzYoeuvv96nHf34/1l1yBVXXGElJSXZt0tLS63o6Gjr6aefNlgVzsXBgwctSdaKFSssy7KsnJwcKyAgwFq4cKHdZtu2bZYkKzU11VSZOI38/Hyrffv21pIlS6y+ffta9913n2VZ9GNd8tBDD1m//OUvTzvf4/FYkZGR1v/93//Z03JyciyXy2W9++67NVEiKmHw4MHW3Xff7TPtxhtvtEaNGmVZFv1YV0iyPvzwQ/t2Zfpt69atliRr9erVdpvFixdbDofD+umnn2qsdvzXqf1YkVWrVlmSrL1791qWRT+WVWeOjBQVFWnt2rXq37+/Pc3pdKp///5KTU01WBnORW5uriQpLCxMkrR27VoVFxf79GunTp0UExNDv9ZCSUlJGjx4sE9/SfRjXfLJJ5+oZ8+eGjFihMLDw9W9e3f97W9/s+dnZGQoKyvLpy/dbrd69epFX9YiV155pZYuXaqdO3dKkr777jt98803GjRokCT6sa6qTL+lpqYqNDRUPXv2tNv0799fTqdT6enpNV4zKic3N1cOh0OhoaGS6Mey/E0XUFk///yzSktLFRER4TM9IiJC27dvN1QVzoXH49GkSZPUu3dvde3aVZKUlZWlwMBAe+P0ioiIUFZWloEqcToLFizQunXrtHr16nLz6Me644cfftDLL7+syZMn63//93+1evVq3XvvvQoMDNTo0aPt/qrovZa+rD0efvhh5eXlqVOnTvLz81NpaameeuopjRo1SpLoxzqqMv2WlZWl8PBwn/n+/v4KCwujb2upgoICPfTQQxo5cqRCQkIk0Y9l1ZkwgrovKSlJmzdv1jfffGO6FJyj/fv367777tOSJUvUqFEj0+XgPHg8HvXs2VN//OMfJUndu3fX5s2bNWfOHI0ePdpwdais9957T/Pnz9c777yjLl26aMOGDZo0aZKio6PpR6AWKS4u1s033yzLsvTyyy+bLqdWqjOnabVo0UJ+fn7lvp0nOztbkZGRhqpCZU2cOFGffvqpli1bplatWtnTIyMjVVRUpJycHJ/29GvtsnbtWh08eFCXXXaZ/P395e/vrxUrVuiFF16Qv7+/IiIi6Mc6IioqSpdcconPtM6dO2vfvn2SZPcX77W124MPPqiHH35Yt956q+Lj43XHHXfo/vvv19NPPy2JfqyrKtNvkZGR5b64p6SkRIcPH6ZvaxlvENm7d6+WLFliHxWR6Mey6kwYCQwMVI8ePbR06VJ7msfj0dKlS5WYmGiwMpyJZVmaOHGiPvzwQ3399deKjY31md+jRw8FBAT49OuOHTu0b98++rUW6devnzZt2qQNGzbY/3r27KlRo0bZf9OPdUPv3r3Lfb32zp071aZNG0lSbGysIiMjffoyLy9P6enp9GUtcvz4cTmdvrtwPz8/eTweSfRjXVWZfktMTFROTo7Wrl1rt/n666/l8XjUq1evGq8ZFfMGkV27dumrr75S8+bNfebTj2WYvoL+XCxYsMByuVzW3Llzra1bt1rjxo2zQkNDraysLNOl4TTGjx9vud1ua/ny5VZmZqb97/jx43abe+65x4qJibG+/vpra82aNVZiYqKVmJhosGpURtlv07Is+rGuWLVqleXv72899dRT1q5du6z58+dbjRs3tubNm2e3mTlzphUaGmp9/PHH1saNG61hw4ZZsbGx1okTJwxWjrJGjx5tXXTRRdann35qZWRkWP/85z+tFi1aWH/4wx/sNvRj7ZSfn2+tX7/eWr9+vSXJeu6556z169fb37JUmX4bOHCg1b17dys9Pd365ptvrPbt21sjR440tUoN0pn6saioyLr++uutVq1aWRs2bPAZ/xQWFtrLoB9PqlNhxLIs68UXX7RiYmKswMBA64orrrDS0tJMl4QzkFThvzfeeMNuc+LECWvChAlWs2bNrMaNG1s33HCDlZmZaa5oVMqpYYR+rDsWLVpkde3a1XK5XFanTp2sV1991We+x+Oxpk+fbkVERFgul8vq16+ftWPHDkPVoiJ5eXnWfffdZ8XExFiNGjWy4uLirKlTp/oMdOjH2mnZsmUV7hdHjx5tWVbl+u3QoUPWyJEjraZNm1ohISHWb3/7Wys/P9/A2jRcZ+rHjIyM045/li1bZi+DfjzJYVllfq4VAAAAAGpInblmBAAAAED9QhgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAoBZ59NFHdemll9q377rrLg0fPvy8lrl8+XI5HA7l5OSc13IulLlz5yo0NNR0GQAAAwgjAFADrr76ak2aNOms7aZMmaKlS5de+IIMadu2rf7yl7+YLgMAUEv4my4AACBZlqXS0lI1bdpUTZs2NV0OAAA1giMjAHCB3XXXXVqxYoWef/55ORwOORwOzZ07Vw6HQ4sXL1aPHj3kcrn0zTfflDtNy+vZZ59VVFSUmjdvrqSkJBUXF9vz3n77bfXs2VPBwcGKjIzUbbfdpoMHD56xpg8++EBdunSRy+VS27ZtNWvWLJ/5bdu21ZNPPqk777xTTZs2VZs2bfTJJ5/oP//5j4YNG6amTZsqISFBa9as8bnfN998o6uuukpBQUFq3bq17r33Xh07dkzSyaNDe/fu1f33328/D2V9+eWX6ty5s5o2baqBAwcqMzPTnrd69Wr9+te/VosWLeR2u9W3b1+tW7fO5/4Oh0N///vfdcMNN6hx48Zq3769PvnkE582mzdv1qBBg9S0aVNFRETojjvu0M8//2zPf//99xUfH6+goCA1b95c/fv3t+sHAFQ/wggAXGDPP/+8EhMTNXbsWGVmZiozM1OtW7eWJD388MOaOXOmtm3bpoSEhArvv2zZMu3evVvLli3Tm2++qblz52ru3Ln2/OLiYj3xxBP67rvv9NFHH2nPnj266667TlvP2rVrdfPNN+vWW2/Vpk2b9Oijj2r69Ok+y5SkP//5z+rdu7fWr1+vwYMH64477tCdd96p22+/XevWrVO7du105513yrIsSdLu3bs1cOBA3XTTTdq4caP+8Y9/6JtvvtHEiRMlSf/85z/VqlUrPf744/bz4HX8+HE9++yzevvtt5WSkqJ9+/ZpypQp9vz8/HyNHj1a33zzjdLS0tS+fXtdd911ys/P96n5scce080336yNGzfquuuu06hRo3T48GFJUk5Ojq655hp1795da9as0RdffKHs7GzdfPPNkqTMzEyNHDlSd999t7Zt26bly5frxhtvtNcPAHABWACAC65v377WfffdZ99etmyZJcn66KOPfNolJydb3bp1s2+PHj3aatOmjVVSUmJPGzFihHXLLbec9rFWr15tSbLy8/N9HuvIkSOWZVnWbbfdZv3617/2uc+DDz5oXXLJJfbtNm3aWLfffrt9OzMz05JkTZ8+3Z6WmppqSbIyMzMty7KsMWPGWOPGjfNZ7r///W/L6XRaJ06csJf75z//2afNG2+8YUmyvv/+e3va7NmzrYiIiNOuY2lpqRUcHGwtWrTInibJmjZtmn376NGjliRr8eLFlmVZ1hNPPGFde+21PsvZv3+/JcnasWOHtXbtWkuStWfPntM+LgCgenFkBAAM6tmz51nbdOnSRX5+fvbtqKgon9Ow1q5dq6FDhyomJkbBwcHq27evJGnfvn0VLm/btm3q3bu3z7TevXtr165dKi0ttaeVPVITEREhSYqPjy83zVvLd999p7lz59rXvTRt2lQDBgyQx+NRRkbGGdexcePGateu3WnXMTs7W2PHjlX79u3ldrsVEhKio0ePllvHsjU3adJEISEhPvUtW7bMp75OnTpJOnlUp1u3burXr5/i4+M1YsQI/e1vf9ORI0fOWDcA4PxwATsAGNSkSZOztgkICPC57XA45PF4JEnHjh3TgAEDNGDAAM2fP18tW7bUvn37NGDAABUVFZ1XbWUf13t9R0XTvLUcPXpUv//973XvvfeWW1ZMTEylH8u7bKvM6VGjR4/WoUOH9Pzzz6tNmzZyuVxKTEwst45neq6OHj2qoUOH6k9/+lO5x4+KipKfn5+WLFmilStX6l//+pdefPFFTZ06Venp6YqNjT1j/QCAqiGMAEANCAwM9DnqUF22b9+uQ4cOaebMmfZ1KKdeVH6qzp0769tvv/WZ9u2336pDhw4+R2DO1WWXXaatW7fq4osvPm2bqj4P3377rV566SVdd911kqT9+/f7XHhe2fo++OADtW3bVv7+Fe/+HA6Hevfurd69e2vGjBlq06aNPvzwQ02ePPmcawYAnB2naQFADWjbtq3S09O1Z88e/fzzz/an9ecrJiZGgYGBevHFF/XDDz/ok08+0RNPPHHG+zzwwANaunSpnnjiCe3cuVNvvvmm/vrXv/pcMF4VDz30kFauXKmJEydqw4YN2rVrlz7++GP7Anbp5POQkpKin3766ZzCRPv27fX2229r27ZtSk9P16hRoxQUFHRO9SUlJenw4cMaOXKkVq9erd27d+vLL7/Ub3/7W5WWlio9PV1//OMftWbNGu3bt0///Oc/9Z///EedO3c+p8cBAFQeYQQAasCUKVPk5+enSy65xD6Vqjq0bNlSc+fO1cKFC3XJJZdo5syZevbZZ894n8suu0zvvfeeFixYoK5du2rGjBl6/PHHz/gNXJWRkJCgFStWaOfOnbrqqqvUvXt3zZgxQ9HR0Xabxx9/XHv27FG7du3UsmXLSi/7tdde05EjR3TZZZfpjjvu0L333qvw8PBzqi86OlrffvutSktLde211yo+Pl6TJk1SaGionE6nQkJClJKSouuuu04dOnTQtGnTNGvWLA0aNOicHgcAUHkOy+I7CwEAAADUPI6MAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAIwgjAAAAAIwgjAAAAAAwgjACAAAAwAj/qt7R4/HowIEDCg4OlsPhqM6aAAAAANQhlmUpPz9f0dHRcjorf7yjymHkwIEDat26dVXvDgAAAKCe2b9/v1q1alXp9lUOI8HBwfYDhoSEVHUxAAAAAOq4vLw8tW7d2s4IlVXlMOI9NSskJIQwAgAAAOCcL9/gAnYAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGFHlr/YFgLokOztbubm5pstAHeJ2uxUREWG6DACo1wgjAOq97Oxs3X7HnSouKjRdCuqQgECX5r39FoEEAC4gwgiAei83N1fFRYU6EddXnkZu0+XUCs4TOQrKSNGJ2D7yBIWaLqfWcRbkSj+sUG5uLmEEAC4gwgiABsPTyC1Pkxamy6hVPEGhPCcAAGO4gB0AAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhJE6oKCgQDt37lRBQYHpUgAAACqNMQzOhjBSB+zbt0/jxo3Tvn37TJcCAABQaYxhcDaEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGOFvuoDzVVpaqo0bN+rw4cMKCwtTQkKC/Pz8VFRUpI8//lgHDhxQdHS0hg0bpsDAwPN+nJ9//lk5OTkKDQ1VWFiYPB6PNm7cKEm69NJLdemll8rPz6/Sy9ywYYM2bNjgc39JPusUFBRU5boBAABM27Fjh/bv3+8zVjubsmO80NBQSVJOTs5Zl3G6sWFF87p06aItW7ZU2PZMqnucWRVnWs+6pE6HkZSUFL300kvKysqyp0VGRqpdu3ZKS0tTaWmpPX3OnDkaMWKE7rnnnmp5nIq8/fbbCg0N1eTJk9WnT5+zLvO5555TTk6Oz/0bN26swMBAn+nNmzc/55oBAABMW7dunSRp1qxZ9rTIyEhNmDDhjGOls429TreM040NJ0yYIEnl5vn5+fmMFytT25w5c7Rw4cJqG2dWxZnW82xj0Nqmzp6mlZKSouTkZMXFxWn27Nn6/PPPNXv2bDmdTn377bdq1KiRpkyZog8++EBTpkxRSEiIFixYoDlz5lTpcdxutySpV69euv766+35jRo1ksPh0OjRoxUfH6+cnBwlJycrJSXlrMvMyclRfHy8Zs2apeeee04xMTE6fvy4cnJyNHbsWHudLrroIkn/3aABAABqu5SUFL3yyiuSpIcfftge18TFxZ1xrFR2jDd27Fg5HA7Fx8crPj5ekjR27NgKl3G6saG37YwZM+x5U6dOlcPhUEhIiCRp6tSplaptzpw5WrBggUJCQqplnFkVZ1vPM41BayOHZVlWVe6Yl5cnt9ut3NxcuyNrSmlpqUaNGqW4uDg9+eSTcjpPZqqioiINHDhQfn5+at68uebPn28friopKdGIESOUl5enxYsXV+pQmvdxYmNj9cMPP6hdu3Z67LHHdPvtt+vIkSNq0qSJXC6XYmNjtWfPHr311luaMWOG1q1bp7CwMM2bN6/c4TLvMo8cOaLLLrtMTz31lJxOp0pLS3XbbbepqKhIx48fV7Nmzez6t2/frnvuuUctWrTQP/7xjzp5CA4waefOnRo3bpyOXXK9PE1amC6nVnAe+1lNtn7Cc3Ia3ufn1VdfVYcOHUyXA9Q53vFOeHi4Nm7c6LMteTweTZs2TRkZGeXGSmXHeI899pjuuOMOe7wnyb7fW2+9peTkZHsZkiocG0pScXGxhgwZIkn69NNP5XQ67baPP/64ZsyYYS/H4XCctraioiINGjRIISEhWrhwofz9/3uCUVXGmefzvFa0nmd6XmtCVbNBpU/TKiwsVGFhoc8DmrJx40ZlZWVp+vTpPp3w8ccfy+Px6NZbb9U777yjjRs3qnv37pIkf39/3X333Zo1a5Y+/vhjjRgxotKPc8sttyg1NVUzZvy/9u49KKr6/+P4a1m+i5dwFQXERNRSvBDltchqbDSzzNGpaMZLSV6aDAsvzXjJQpq8NI0GNpOmpugPrZkyLU3HdCb5Va5KF0swCU3FFFMLFC0hgd8f39/usLDgsmqfBZ6PGcfZ3fP5nDc7Z/D98pzPOa8pOztbv//+uyTpxRdf1OLFi12fZ2dna+zYsXI4HCooKHDbf9U5JWns2LGu+n/66Sf9/vvvmjFjhhYvXqwzZ864xju3OX/+vLZt26bo6Ojr/xKBRuTEiROmS0A9xbED+CY3N1dnzpzR0KFDXWtrnZxhIDExsVqvVLnHy87OrtbvOcdlZ2e7zSHJY28oSdnZ2a4eNjs7223bwMDAarXUVNunn36qsrIyTZgwwS2ISL71mb6oqQeWav9e/ZnXYWThwoVKSUm5mbV47c8//5QkderUye3906dPS5IeffRRbdiwwbWdU1xcnNt23u6nSZMmrv05HI5q8wUFBbm2d75XebynOavW73z/WuMrX3MJALi55s+fb7oEoF5LT0/3+L6zB6ra61Tu8Zw9V+V+qfI4Z89UU29Vdc6atq1aS021OfvHyr1aZXXtM31RUw/sVFPt/szrMDJ79mxNnz7d9frixYuKjIy8KUVdS0hIiCTp2LFj6tmzp+v9du3aSZK2bdvmtp2T86B2buftfq5cueLaX+U5nfM503ZISIiOHTtWbbynOavW73y/ctjxNH7GjBmcGQHq6MSJEzSV8Mkrr7yiqKgo02UA9U5ubq4WL16shIQEj4HE2S9V7XUq93ie+r3K4zzNUbU3rPq5p22rzlNTbc7+0eFwuC77qqyufaYvauqBnWqq3Z95HUaCgoJcZwBMi42NVdu2bbV+/Xq36+VGjBihZcuW6aOPPlLbtm0VGxvrGnP16lWtXr1aVqtVI0aMqNN+9u/fr/DwcK1fv14pKSkKDw9XYWGhVq9e7fo8IiJCMTExeu211xQUFOS6xVpNcxYWFiojI8O1ZiQ2Nlbh4eFavXq1goKC1KpVK9f48vJySVKbNm306KOPsmYEAP4lUbGZvXEAAA8NSURBVFFRrBkBfHDbbbdp/fr1Hm++U15ervXr1ysiIqJar1S5x0tJSXHr9yS5xsXExCg5OdltDk+9oSTFxMS4etiYmBgFBAS4tn399dfdaqmtthEjRmj58uV6//33NXTo0GprRuraZ/qiph5Yqv179Wf18m5aVqtVL7zwghwOh+bOnaucnBz99ddfysvLU9u2bfXPP/+ouLhY27Zt0/nz57VlyxbFx8ersLBQ8fHxXi8qcu5n7969atmypfbs2aO5c+eqf//+Ki0tVWFhoYqKirR3714NGTJE06dPl8PhUGlpqSZPnuwxNDjnLC0tlcPhUFJSkr777jsdOHBAQUFBKiwsVElJiR577DGVlJQoJydH7777riTpySefJIgAAAC/5+x3Dh48KEk6evSo/vrrL+Xk5Gju3LlyOBwee6XKPV5ycrKGDx/u6peSkpK0Z88eDRs2TMnJyW5z1NQb5uTkKDk5WaWlpSopKVFycrIOHz6sCRMmyOFwKD4+Xnv27NH48eN1+PDhWmuz2Wxu/eSWLVuuq8+8nu/V089ZW+3+rF7eTcvJ0z2WIyIi1Llz52rPGbFarTf9OSOS1KpVK02bNs2n54xI8vickTZt2uj8+fPc1QXwEXfTqo67adWOu2kBN4an291GRERo8uTJ1/WckZrmqKk3nDx5sqRrP2fEm9o8PWfkevpMX9T2c5p6zoiv2aBehxGp8TyB/fnnn+cfRcBHhJHqCCO1I4wAN4bz9++MGTPUrFkznsB+A/nbE9hv+q19/ZXVavV46zLnqbSbvR9J6tevn89z9unTR3369Kn2WeV9/fLLLz7NDwAA4A+io6PrHOxr6718HefpM1/2caP7TF/4+v34m3q5ZgQAAABA/UcYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYSReqBDhw5asWKFOnToYLoUAAAAr9HD4FoCTReAa2vSpIm6du1qugwAAIA6oYfBtXBmBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBGEEQAAAABGEEYAAAAAGEEYAQAAAGAEYQQAAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgRKDpAgDg3xJw5YLpEvxGwN9Fbn/DHccKAPw7CCMAGjy73a7/2IKkXzNNl+J3mh77X9Ml+K3/2IJkt9tNlwEADRphBECDFx4eroz/WacLF/jfbnjPbrcrPDzcdBkA0KARRgA0CuHh4TSWAAD4GRawAwAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAAAAMIIwAgAAAMAIwggAAAAAI3x+zkhFRYUk6eLFizesGAAAAAD1jzMTODOCt3wOI8XFxZKkyMhIX6cAAAAA0IAUFxfLbrd7vb2loq7x5f+Vl5fr9OnTCg4OlsVi8WUK/IsuXryoyMhInTx5Ui1atDBdDvwExwWq4phAVRwTqIpjAlU5j4lDhw4pOjpaAQHerwTx+cxIQECA2rdv7+twGNKiRQt+caAajgtUxTGBqjgmUBXHBKq69dZb6xREJBawAwAAADCEMAIAAADACMJIIxEUFKTk5GQFBQWZLgV+hOMCVXFMoCqOCVTFMYGqrueY8HkBOwAAAABcD86MAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIw0cAsXLlS/fv0UHByssLAwjRw5Urm5uabLgkHLli1TbGys62FVcXFx2r59u+my4EcWLVoki8WiqVOnmi4FBs2bN08Wi8XtT7du3UyXBcNOnTqlsWPHqnXr1mratKnuuOMOffvtt6bLgiEdO3as9nvCYrEoMTHR6zl8fgI76ofMzEwlJiaqX79+unr1qubMmaMhQ4bo0KFDat68uenyYED79u21aNEidenSRRUVFVq7dq1GjBihH374QT179jRdHgzLysrSe++9p9jYWNOlwA/07NlTu3btcr0ODKRtaMwKCws1YMAAPfjgg9q+fbtCQ0OVl5enVq1amS4NhmRlZamsrMz1Ojs7Ww899JDi4+O9noNb+zYy586dU1hYmDIzM/XAAw+YLgd+IiQkRG+99ZYmTJhguhQYdOnSJfXu3Vvvvvuu3njjDd11111KTU01XRYMmTdvnjZv3qwDBw6YLgV+YtasWfrmm2/01VdfmS4Ffmrq1KnaunWr8vLyZLFYvBrDZVqNzIULFyT9t/kEysrK9OGHH+ry5cuKi4szXQ4MS0xM1LBhwzR48GDTpcBP5OXlqV27durcubPGjBmj/Px80yXBoM8++0x9+/ZVfHy8wsLC1KtXL61cudJ0WfATpaWlysjI0Pjx470OIhKXaTUq5eXlmjp1qgYMGKCYmBjT5cCggwcPKi4uTleuXNEtt9yiTZs2qUePHqbLgkEffvihvv/+e2VlZZkuBX7i7rvvVnp6uqKjo1VQUKCUlBTdf//9ys7OVnBwsOnyYMCvv/6qZcuWafr06ZozZ46ysrL00ksvyWazady4cabLg2GbN29WUVGREhIS6jSOy7QakcmTJ2v79u36+uuv1b59e9PlwKDS0lLl5+frwoUL+vjjj7Vq1SplZmYSSBqpkydPqm/fvtq5c6drrcjAgQO5TAtuioqKFBUVpSVLlnBJZyNls9nUt29f7dmzx/XeSy+9pKysLDkcDoOVwR88/PDDstls2rJlS53GcZlWIzFlyhRt3bpVX375JUEEstlsuv3229WnTx8tXLhQd955p9LS0kyXBUO+++47nT17Vr1791ZgYKACAwOVmZmppUuXKjAw0G1xIhqvli1bqmvXrjpy5IjpUmBIREREtf+06t69O5fvQSdOnNCuXbs0ceLEOo/lMq0GrqKiQi+++KI2bdqk3bt3q1OnTqZLgh8qLy9XSUmJ6TJgyKBBg3Tw4EG395599ll169ZNM2fOlNVqNVQZ/MmlS5d09OhRPf3006ZLgSEDBgyo9niAX375RVFRUYYqgr9Ys2aNwsLCNGzYsDqPJYw0cImJidqwYYM+/fRTBQcH68yZM5Iku92upk2bGq4OJsyePVuPPPKIOnTooOLiYm3YsEG7d+/Wjh07TJcGQ4KDg6utI2vevLlat27N+rJG7OWXX9bw4cMVFRWl06dPKzk5WVarVaNGjTJdGgyZNm2a7r33Xi1YsEBPPfWU9u/frxUrVmjFihWmS4NB5eXlWrNmjcaNG+fT7b8JIw3csmXLJP33+u/K1qxZU+cFRmgYzp49q2eeeUYFBQWy2+2KjY3Vjh079NBDD5kuDYAf+e233zRq1Cj98ccfCg0N1X333ae9e/cqNDTUdGkwpF+/ftq0aZNmz56t119/XZ06dVJqaqrGjBljujQYtGvXLuXn52v8+PE+jWcBOwAAAAAjWMAOAAAAwAjCCAAAAAAjCCMAAAAAjCCMAAAAADCCMAIAAADACMIIAAAAACMIIwAAAACMIIwAAGo0cOBATZ06tdZtOnbsqNTU1Fq3sVgs2rx5syTp+PHjslgsOnDgwA2pEQBQfxFGAKCB8SZA3EhZWVl67rnnvN4+MjJSBQUFiomJkSTt3r1bFotFRUVFN6lCAIC/CjRdAADA/5SWlspms3m1bWhoaJ3mtlqtatu2rS9lAQAaGM6MAEADkpCQoMzMTKWlpclischisSg9PV0tW7Z0227z5s2yWCyu1/PmzdNdd92lVatWqVOnTmrSpInrs6tXr2rKlCmy2+1q06aNXn31VVVUVLg+r3qZVl5enh544AE1adJEPXr00M6dO932XfkyrePHj+vBBx+UJLVq1UoWi0UJCQlat26dWrdurZKSErexI0eO1NNPP329XxMAwE8QRgCgAUlLS1NcXJwmTZqkgoICFRQUqKyszKuxR44c0caNG/XJJ5+4redYu3atAgMDtX//fqWlpWnJkiVatWqVxznKy8v1+OOPy2azad++fVq+fLlmzpxZ4z4jIyO1ceNGSVJubq4KCgqUlpam+Ph4lZWV6bPPPnNte/bsWX3++ecaP368Vz8PAMD/cZkWADQgdrtdNptNzZo1c10KZbVavRpbWlqqdevWVbvsKjIyUm+//bYsFouio6N18OBBvf3225o0aVK1OXbt2qXDhw9rx44dateunSRpwYIFeuSRRzzu02q1KiQkRJIUFhbmdgZn9OjRWrNmjeLj4yVJGRkZ6tChgwYOHOjVzwMA8H+cGQEASJKioqI8rv+455573C7piouLU15ensczLj///LMiIyNdQcS5vS8mTZqkL774QqdOnZIkpaenKyEhwa0WAED9xpkRAGjgAgIC3NZ4SNI///xTbbvmzZv/WyV5pVevXrrzzju1bt06DRkyRDk5Ofr8889NlwUAuIEIIwDQwNhsNrezFqGhoSouLtbly5ddgaMuz/jYt2+f2+u9e/eqS5cuHi//6t69u06ePKmCggJFRES4tr9WvZI8nmmZOHGiUlNTderUKQ0ePFiRkZFe1w0A8H9cpgUADUzHjh21b98+HT9+XOfPn9fdd9+tZs2aac6cOTp69Kg2bNig9PR0r+fLz8/X9OnTlZubqw8++EDvvPOOkpKSPG47ePBgde3aVePGjdOPP/6or776Sq+88kqt80dFRclisWjr1q06d+6cLl265Pps9OjR+u2337Ry5UoWrgNAA0QYAYAG5uWXX5bValWPHj0UGhqqixcvKiMjQ9u2bdMdd9yhDz74QPPmzfN6vmeeeUZ///23+vfvr8TERCUlJdX4kMOAgABt2rTJtf3EiRM1f/78Wue/9dZblZKSolmzZik8PFxTpkxxfWa32/XEE0/olltu0ciRI72uGQBQP1gqql5IDACAHxk0aJB69uyppUuXmi4FAHCDEUYAAH6psLBQu3fv1pNPPqlDhw4pOjradEkAgBuMBewAAL/Uq1cvFRYW6s033ySIAEADxZkRAAAAAEawgB0AAACAEYQRAAAAAEYQRgAAAAAYQRgBAAAAYARhBAAAAIARhBEAAAAARhBGAAAAABhBGAEAAABgBGEEAAAAgBH/B6n7HyJOhiPsAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plt.title(\"Boxplot распределения признаков\")\n", + "\n", + "fig, ax = plt.subplots(9, 1, figsize=(10, 20))\n", + "fig.subplots_adjust(hspace=0.75)\n", + "columns_name = df4.columns[:9]\n", + "for i in range(9) :\n", + " sns.boxplot(x=df4[columns_name[i]], ax=ax[i])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6372a747-b1ff-4bf2-aad2-528f07f2e61b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7dfe93a5-d666-4d99-aa4e-a0ffecf2488b", + "metadata": {}, + "source": [ + "## Матрица корреляций\n", + "Позволяет оценить взаимосвязи между переменными." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "ca6d9dde-d5ad-4d7c-bb87-aad50abc0b6c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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3c3V1RalUfvJ5UEh+nvL/+XlQIYT4Lzh69Cj16tXDwcEBPT29z/pJs8OHD1O8eHGMjIzw9PRk8eLF6dLMnDkTV1dXjI2NKVOmDGfPns36wqchnVAhhBBCCCGE+D/w9u1b/Pz8mDlz5melf/DgAXXq1KFKlSpcunSJnj170rZtW/bs2aNKs2bNGnr37k1gYCAXL17Ez8+PmjVr8urVK22FIavjCiGEEEIIIUR2iI+PJz4+Xm2bkZERRkZGn8yrp6fHpk2baNCggcY0/fv3Z8eOHVy7dk21rWnTpigUCtWjJGXKlKFUqVLMmDEDSP7tZicnJ7p16/bJ33n+u+SZUCGEEEIIIYTQYIehj9b2fW5wM4YPH662LTAwMMt+s/jUqVNUr15dbVvNmjXp2bMnAO/evePChQsMHDhQ9bm+vj7Vq1fn1KlTWVKGjEgnVPxnaLMByW51EoK5fe9xdhdDa7w9nDlyPSa7i6FVlQqZcvZWZHYXQ2tK+1pw6c7r7C6G1vh75eHKHe1NW/o3KOqVl+t3X2R3MbSmkKc9f94Jze5iaFUxL1tOf8HtTFlfCy7eDsvuYmhNcW8brt4Nye5iaFURT7vsLoLODRw4kN69e6tt+5xR0M/18uVL7OzUz6udnR1RUVHExsYSERHB+/fvM0xz69atLCvHx6QTKoQQQgghhBAa6BnqaW3fnzv19ksjnVAhhBBCCCGE+ALly5ePkBD1EfSQkBDMzc0xMTHBwMAAAwODDNPky5dPa+WS1XGFEEIIIYQQQgP9HHpae2lbuXLlOHDggNq2ffv2Ua5cOQBy5sxJiRIl1NIkJSVx4MABVRptkE6oEEIIIYQQQvwfePPmDZcuXeLSpUtA8k+wXLp0icePk9cGGThwIC1atFCl79ixI/fv36dfv37cunWLWbNmsXbtWnr16qVK07t3b+bNm8eSJUu4efMmnTp14u3bt7Rq1Uprcch0XCGEEEIIIYTQQM/w3zNud/78eapUqaJ6/2FRo5YtW7J48WJevHih6pACuLm5sWPHDnr16sXUqVNxdHRk/vz51KxZU5Xmxx9/5PXr1wwdOpSXL1/i7+/P7t270y1WlJWkEyqEEEIIIYQQ/wcqV66MUqnU+PnixYszzPPnn39mut+uXbvStWvXf1q8zyadUCGEEEIIIYTQQBfPbv7XSCdUCCGEEEIIITTQ5k+0/Ff9eyY4CyGEEEIIIYT44slIqBBCCCGEEEJoINNxs56MhAohhBBCCCGE0BkZCRVCCCGEEEIIDeSZ0KwnI6FCCCGEEEIIIXRGOqHiX83V1ZWgoKDsLoYQQgghhPiP0s+hp7XXf5VMxxUiE9Zfl8T91zZYFC+MsUNezv/QmZCtBzLPU7E0BScOIFdBL+KevODu2Nk8XbpJLY1Lp+a4926DUb48RF25xfWeI4k8d1WboWRqx7YtbNywjoiIcNzcPOjQqQvePr4a0x8/doTly5bwKuQlDg75CWjdlpKlyqg+j42NZcmi+Zw+dZLo6Cjs7PJRr34Datepp4tw0lEqlWxdPZtj+zYRGxONh68fP7UfhJ2DS6b5Du1aw97NS4hUhOHo6k2ztv1x8yqs+jwyIpT1S4O4efk0cbFvsXNw5dtGbShRrrq2Q0pHqVSyceVcDu3bTMzbN3j7FiWgU3/yOThnmm/fjnXs3LycyIgwnFy9aNG+Dx7ehVSfL5w1luuXzxIRHoqxsQlevkX5sWVXHBxdtRyRuj3bN7Bt4yoUEeG4uHnQqkMvPH0Kakx/6vhB1i6fz+uQl+RzcOSngE4UK1VO9fmZk0fYv2sz9+8G8yY6ivHTFuHq7qWLUDK0e/tGtqaJr3WHnnhlGt8hVqeJ7+eAjhRPiS8xMZHVy+Zx8fxpXr18jqmZGUX8SvJTQEesbWx1FVI6u7ZvYvOG1SgiwnF186Rtx+54+RTQmP7kscOsWr6AVyEvsXdw5JdWHShRqmyGaefMmMTeXdto1a4L9Ro01lIEmUuuoyuJjAjH2c3zk3X09PGDrF0+T3UNmwd0olipr1SfK5VK1q2Yz8E923j7NhqfAkVp07kP9vmddBFOhpRKJZtWzuVwSjvj5VuUlp/RzuzfsY5dadqZnz9qZ9Luf9KInly9eIruAydQomxlLUWSMaVSyfoV8zm4d6vqnLfu3Bd7h8zP+d4dG9i2cYXq2gd06I2nd+q1f/cunuULpnPq2H4SEhLwK1aGVp36YGllre2Q1OzavpGtKfegi5sHbTr2yLSdOXnsEKuXL+B1yEvsHfLzcyv1dmbV0nn8ef40IS9fJLcz/iX5OaBDtrYz4v+HjIQKkQkDM1OirgRzrfvwz0pv4upIqa1/EHb4DMdLfseD6Uso8scobGt8rUpj37g2BX4fyJ1RMzleuiHRV25RZscCcubR7X9GHxw7cpj58/6gWfOfCZo+Gzd3d4YOGYhCEZFh+ps3rvP7+DF8800tpk6fTdly5Rk9chiPHj5QpVkwbw4XL5zn174DmPXHAuo3+J45s2dw5vRJXYWlZs+mxRzcsYqfOw5i4LilGBmZMHVkFxLexWvMc+74HtYtmkTdJh34beJKnFy9mTqiM1GKcFWahdOGEPLsIV0GBhE4ZR3Fy1Zl7qT+PL5/SxdhqdmxcSl7d6yhVacBDPt9IUbGJkwY1p13mcR4+tg+Vi4MouGPbRk5eSnObl5MGNadyDQxunr40q77EMbPWEO/YdNQKpVMCOxG0vv3uggLgJNHD7B0/gx+aNaKcVMX4OLmyZihvYnUUEeDb15l2oThVKlRl3HTFlKqbAV+Hz2Qxw/vq9LEx8XiU7AozQM66SoMjU4cPcCS+TNo3CyA8VPn4+Lmyeihv2YaX9CE4VStUYcJ0xZQumwFJowepIovPj6O+/du06hpS8ZPXUCfQaN5/uwx40cO0GVYao4fPciiebNo0jyAidPm4ermwYghfTW2M7duXGPyhBFU+6YOk6bNp3S5rxk/6jcepbmGH5w+eYzbt25k6x++J4/uZ9n86TRq1pqxUxfi4ubJ2E/W0WEpdXQRJctWYOLogTxJE9/WDSvYvW09bbv0ZdSkeRgZGzN2aO9M72lt27lxKft2rCGg0wCGprQzEz/Rzpw5to9VC4P47se2DJ+8FCc3LyYO667Wln6wZ+sq9PSyb2Ro24bl7N6+jjad+zJy4nyMjI0ZN7RXpvGdOrafZfOn8UOz1owJWoSLmyfjhvZSa0eXzZ/GxbMn6NF/FEPHziQi/DVTxg7URUgqJ44eYMm8mTRuHsCEafNxdfNk1JA+GuvorRtXCUq5B3+fNp9S5SowYdRgtXbmwb07NGrWkgnT5tN38CieP33MuBG6jUtX9Az0tPb6r5JOqMhWlStXpmvXrnTt2hULCwtsbW0ZMmQISqVSlSYmJobWrVuTO3dunJ2dmTt3rs7K93rPUW4HBhGyZf9npXdp35TYB0+52W88b27d59GsFbzcsAe3HgGqNG49W/FkwVqeLtnIm5v3uNo5kPcxcTgF/KClKDK3edMGataqTfVvauHs7ELnrj0wMjJi3949GabfumUTxUuU4vtGTXByduHnFgF4eHiyfdsWVZqbN29QtVoNihT1w84uH7Vq18HN3YPbwcG6CktFqVSyf/tK6jRqh3/pKji6etOq+0gU4a/58+whjfn2bVvO1zW+p3y173Bw8uCnDoPJaWTMiYObVWnuB1+myrdNcfMqTJ58jtRp3A5T09w8undDB5GlUiqV7N62mvqNW1OiTCWcXb3o0HMYivBQLpw+ojHfri0rqfxNAypWr0d+Z3dadRqAkZExR/dvU6WpWrMhvoWKk8fOAVcPXxr93JGw0BBev3qhi9AA2LF5NdVq1qNKjTo4OrvRtktfchoZc2jf9gzT79q6Dv8SZaj/Q3McnVz58Zd2uHl4s2f7BlWailVr0ahZK4r4l9RVGBpt37xGFZ+Tsxvtu/Qhp5ExB/ftyDD9jq3r8S9Rmu9S4mv6S1vcPbzZvX0jAGZmuRg6agpfVahKfkdnvH0L0aZjL+7fDeb1qxBdhqaybdM6atSqQ7UatXFydqVD194YGRtzcO/ODNNv37qBYiVK0+CHpjg6u9D8lza4eXixa7v6rJKw0NfMnzOVnn1/w8DAQBehZGjH5jVUrVmPymp11IjDGuvoWvxKlKHeDz+R38mVH39pn1JH1wPJ9/SuLWtp+GNLSpatgIubJ116DyEiPJTzp47pMjQVpVLJnm2rqde4NcVT2pn2Ke3MxUzamd1bVlIpTTsT0GkAOT9qZwAe3b/N7i0radPtN22HkiGlUsmurWtp2CSAkmUr4uLmSedeQ5PP+emjGvPt2LyaqjXrU7l6XRyd3WjTuZ/atY95+4ZD+7bxS9tuFPYribunLx16DOb2zavcuXVNV+GxbdNaqteqS9Ua3+Lk7Er7rr+m3IMZtzM7Ve1MMxydXWn2S1vcPLzZlbadGT1ZrZ1p26lntrYz2qRvoKe113+VdEJFtluyZAk5cuTg7NmzTJ06lcmTJzN//nzV55MmTaJkyZL8+eefdO7cmU6dOhGcDZ2Zz2FZ1p/Qg6fUtr3edxyrsv4A6BkaYlG8EKEH0owIKpWEHjyJZdliOixpsoSEBO7evY2ff3HVNn19ffz9ixN8K+OO1K1bN/AvVlxtW7ESJbl166bqfYECBTlz5hRhoaEolUquXL7E82dPKVa8hHYCyURoyDOiFKEU8EudLmxqlhs3r8LcD76SYZ7EhAQe37tJgaKpefT19SlQtIxaHncfP86f2Mvb6EiSkpI4e3w3CQnx+BTWbcfmdchzIiPCKOxXWrXN1CwX7t6FuBuc8TTvxIQEHt67RSG/Uqpt+vr6FPIrpTFPXFwsR/dvI4+dAza2dlkbhAaJCQncv3tbrbOor69PEf+S3Ll1PcM8t29do/BHnUu/4mW4rcM/+D5XQkp8Rf1T7w19fX2K+pfkdibxFU0XX+lM44uJeYuenh5muXJlTcH/goSEBO7dDc4gxhIa25nbt66rpQcoVry0WvqkpCSmThpDgx+a4uzipp3Cf4bEhAQe3A2miL/6vVTEv6TGa3Ln1vV0X4Ak19Hka/4q5DmKiDC1NKZmufD0KZht9fhDO1NIC+1MfHwccyYNoUWHvlhaZc+I9odzXvijc+7hXVBjZ/HDtS/sp94+FfYvxZ3g5Dz3797ifWIihdOcg/xOrtjmsdNZJzS1nfm4HS1BsMZ2Jv096F+8tMZ2CSDmbfa1M+L/jzwTKrKdk5MTU6ZMQU9PDx8fH65evcqUKVNo164dAN9++y2dO3cGoH///kyZMoVDhw7h4+OT4f7i4+OJj1efOmNkZKTdID4cx86W+JBQ9fKEhGJokRt9YyMMrSzQz5GD+FdhH6UJw8zHXSdlTCsqKrnzZGVlpbbd0tKKp0+eZJhHERGBpaVluvSKiNSpRx06dWHGtCACWjTDwMAAPT19uvXoReEiRbM8hk+JUiRfj9wW6tOdzS1tiIoIyygLb6IjSEp6j7mlep7clja8ePZQ9b5DnwnMndSfXi0ro2+Qg5xGxnTqP5m89pk/H5XVFClxWHxUXgtLayI1xBgdpSAp6X26POaW1jx/+kht2/6d61m9ZDrxcbHY53eh//AZ5DA0zMIINEuuo+nLaZFBOT9QRIRjaWn1UXortelx/xbRGuOz4lkm8X2c3tLSGoWG+N69i2f5otmUr1gdU1OzrCn4XxCd0s5YpiuzFc+ePM4wT/I1TH9O0rYzm9avwsDAgDr1s2cWyQdRGu4lC0trnj3VFF9YxverIizl83DVto/TKBQZ39PaFqmhnTH/G+2MhaU1L9LU75ULpuDpW4TiZSplcak/X2Rm5zwi43tLde2tNLdPkRHh5MhhiFmu3On3q6NrmdrOfPx/vfU/ugfTSm5n5lC+UrVsaWe0TU//vztiqS3SCRXZrmzZsmrPgJQrV45JkybxPuWZs6JFUzsuenp65MuXj1evXmnc39ixYxk+XP0ZzsDAQEppSC+y3ratWwi+dZMhgSPIk9eO69euMGfWdKytbdKNoma1M0d2svyPUar3XQdP09qxtqycSczbaHoNm0Ou3JZcOnuYuRP70Xf0QhxdtLfIzYnDu1k0e6zq/a9DpmjtWABfVapFYf/SKCJC2blpBTN+H8SQcfPImVM3X+6Ivy8xMZHJ4wIBJe26/Jrdxcky9+4Es2PLeiZOm5etzxB+yU4e3s3iNO1Mby21MxfPHOXmlfOMmLJMK/vX5PjhPcyfOUH1vt/QiTo9/pckMTGRyWMDUaKk/RfUzgjtkk6o+Ncz/GjERU9Pj6SkJI3pBw4cSO/evdW2GRkZsX/0Kq2UL634kFCM7NSnEhnZ2ZIQGU1SXDzvQiNISkzEKK/NR2lsiH+pPoKqC+bmFujr6xMRob4wgUIRgZW1VYZ5LK2sUCgU6dJ/WOUvPj6eZUsWMui3YZQqnTyd1c3Nnfv37rFp4zqtd0L9SlfCzTt1BdvEhAQAoiPDsbTOo9oepQjDyS3j0fRcua3Q1zdIt3BGtCIMC8vka/fq5RMO7VrDsKD1ODh7AODk5sOdmxc5vGsNP3fU3nNNxUtXwNMndWXJhIR3AEQqwrG0Tq1/kYpwXNy8M9xHbnNL9PUN0o0ORinCsbRSr5+mZrkwNctFPgdnPL2L0OGnalw4fZhyFWtmVUgaJdfR9OWMzKCcH1haWadb8CZSEZFuhOPfILfG+CIyje/j9ApF+lGL5A7oUEJfvSRwzNRsG53IndLOfDxSm7bd+FjyNczonCSnv3H9CpGRCtoHNFF9npSUxJIFs9m+ZT1/LFqTxVFoZq7hXkquo5ris8kw/Yf25UO+SEU4Vunuad2s4lysdAU8PqOdiVKE4/wX25lIRTgWKfX75tXzvHr5lE7Nq6mlmT5+AD4F/Rk4ek6WxPOxEqW/xtM74/g+PueaVs5WXfsIzdfewsqaxMQE3r6JVhsNjVSEY2mZ8T2e1VLbmY//r8+sjmZ+D37w4Yuu169DGDYm6IscBQXQM5AnGLOanFGR7c6cOaP2/vTp03h5ef3tRSaMjIwwNzdXe+lqOq7i9CVsqqr/hIBtta+IOH0JAGVCApEXr2NbNfWnItDTw6ZKORSn/9RJGdMyNDTE09ObK5dTj52UlMTlS3/i45vxsu2+vgW5fEm9rJf+vIivb/JPLbx/n0hiYmK60Ql9A4NMvzzIKsYmZuS1d1a97J3cMbe05eaV1HoWG/OGB3eu4e6T8fTgHIaGOHsU4FaaPElJSdy8claV5118HJB+io6+voHawlraYGJqhp29k+qV38kdCysbrl85p0oTG/OG+7ev4+lTJMN95DA0xNXDlxtp8iQlJXH9ynmNeQCUKEGpJCGlc69tOQwNcff05urlC6ptSUlJXLt8AS/f9D/xAODtW5hrl86rbbv65zm8fQtnmD47GWqI7+rlC3hnEt/VSxfUtl3587xafB86oC+fP2XI6CnkNrfQTgCfwdDQEA9PH65cuqjalpSUxJVLFzS2M96+hbh6+aLatst/nlelr1z1GybPWMCk6fNVL2sbW777/keGjvxde8FkIIehIW6ePly7nFrnPtRRTXXOy7cQ19Jdw3Oqa57XzgFLKxu1NDExb7kbfENn9VhTO3MjC9qZG2namTo/tGDU1JWMDFquegE0b92Ltt2HaDW+fA6Oqpejs1vyOU9zHWNi3nLv9g28NJxz1bW/on7/Xr98Hi+f5Dzunr4Y5Mihtt/nTx8R+jpE436zmqqdufRRO3PpIj4a25mM7sFzau3Shw7oi+dPGZrN7Yz4/yOdUJHtHj9+TO/evQkODmbVqlVMnz6dHj16ZHexgOSfaDH388XcL/k3M03dHDH388XYyR4An1G98Vs0XpX+0dzVmLo54Tu2L2Y+7rh0bI5949o8mLpYleZB0CKc2jQh/y8NyOXrTuGZw8hhZsKTJRt1GtsHDRr+wJ7dOzmwfy9PHj9i1sxpxMXHUb1G8ijX5InjWbJogSp9/e8acvHCOTZtXMeTJ49ZuXwpd+/cpm697wAwNTWjcJGiLFo4j6tXLvPy5Qv279vDoQP7KPfV1xmWQZv09PSoXrc5O9fP59LZwzx9dIeF04ZgaZ2HYqWrqNJNDuzAwZ2rVe9r1PuZY/s3cfLQVl48vc+KP8bwLj6W8lWT48yX35W89k4snzOKB3eu8erlE/ZuWcrNy6fxL11Z5zHWqteULWsXcvHMUZ48vMucoGFYWttSomzqM1Zjh3Rm3461qve1v2vO4b1bOHZwO8+ePGDxnPHEx8VSsXpdAF69fMbW9Yt5cPcmoa9fcvvmFaaPH0hOIyP8SnyVrhzaUqdBUw7u2caRA7t4+uQh82dNJD4ulsrV6wAwY9JIVi5OHS2pXb8xly+eYdvGVTx78oh1KxZw7+4tatZNfXbwTXQUD+/f4dnjhwA8f/qYh/fvqJ6v1aW6DX7kwJ7tHE6Jb96sScTHxVKl+rcATJ80ihVp4qtTvxGXLp5h28bVPHvyiLUrFnLv7i1q1f0eSP7DcNLYIdy/G0z3PkNJSkoiIiKMiIgwnX158LF6DRuzf892Du3fzdPHj/hj5hTi4+KoWqM2AFMnjWH54tSVz+vW/4E/L5xly8Y1PH3yiNUrFnHvbjC16zYEkkd2XFzd1V4GBgZYWlmT31G3z2QD1GnwY0od3cmzJw9ZMGsi8XFxVEqpozMnjWTV4tmq9LXrN+HyxdNsT1NH79+9Rc26jYDke7r2d03YtGYJ588c4/HDe8yaPBIra1tKlqug8/g+lKlmvaZsTdPOzE1pZ4qnaWfGf9TO1PquOUf2buH4we08f/KAJSntTIWUdsbSyhZHFw+1F4BNHjvy2OXXaXy16zdhc5pzPnvyiORzXraiKt2owd1UqxhDcvt0aM9W1bVfOOv3lGufHJ+pWS6q1KjH8gXTuH7lAvfv3mLO1NF4+RbWWScUoF7DJuzfs53D+3fx9PFD5s1MaWdqJLcz0yaNZsXiP1Tpv63fiEsXzrA1pZ1Zs2Ih9+8GUztNOzNxzBDu3blFjz5DSHr/nojwMCLCs6+d0SZZHTfryXRcke1atGhBbGwspUuXxsDAgB49etC+ffvsLhYAFiUKU+5A6nMqBScOAuDJ0o1caTMQI/s8mKR0SAFiHz7lXP0OFJw0ENduLYh7+pKrHX4jdN9xVZoX63aRM4813oHdMcqXh6jLNzlbty3vXmXPYhMVKlUmMkrBimVLiIiIwN3dg+EjxqgWK3r9+pXaaF+BgoXo028gy5cuZuniRTjkz8/gIcNwcU1dnbJf/8EsWbyAib+P5U10NHny2vFLi1bU/rauzuMDqNkwgPj4WJbPGUXM22g8C/jTY8hMDNM80/j65RPeRClU70t9XZPoqAi2rppNlCIMRzcfug+ZiXnK9KkcOQzpNng6G5dPY8aYHsTHxZA3nxMB3UZQpITu/0is830L4uPiWDhrDDFv3+BdwI++gVPVntt89fIZ0WliLFuhBtFREWxYOZfIiDCc3bzpGzhVNSXQ0DAnwTcusWfrat6+jcLCwhqfQsUYOm6BTqe2flWxGlGRCtYun48iIhxXd08GjpikmhYW9joEff3U71R9ChShW99A1iybx+qlc8nn4EjfwWNxdk1d/Ov8mePMDhqjej91QiAAjZq1ovFPbXQUWbLyKfGtWb5AFd/gERNV8YW+DlG7B30KFKFH30BWLZvHyqVzsXdwpN/gMar4wsNec/5McpvTt3srtWMNGzONQkV1vxL31xWrEhWpYNXyRSgiwnFz92TIiAlqMeqnmT3hW7AwvfoOYeWyBaxYMh/7/Pnp/9soXNJcw3+TrypWJypSwbqUOuri7sWANHU0o2vYre8w1iyby+qlf5DPwZE+g8filCa++j/8RHxcLPOmTyDm7Rt8ChZlwIhJ2fos9rcp7czilHbGq4AffTJoZ9K2pWUq1CAqKoKNadqZPmnamX+Tej/8THxcHPNnjE8958Mnq8UX8lE7Wq5C8rVfv2Je6rUfPllt2uovbbujp6fHlLGDSExIoGjxMrTu1EeXoanamdXLF2psZ9TvwSL06DuU1cvms3LJPOzzO9Lvt9EftTMnAOjTrbXasYaNnUrhbGhnxP8XPaW2540JkYnKlSvj7+9PUFCQ1o+1wzDj5/++BHUSgrl9L+MV7r4E3h7OHLkek93F0KpKhUw5eysyu4uhNaV9Lbh053V2F0Nr/L3ycOWO5gXTvgRFvfJy/a7ufh9W1wp52vPnHd0/m69LxbxsOf0FtzNlfS24eDt7vtDVheLeNly9++X9BmdaRTx18/Nff9WZcmU+nehvKnPqzKcTfYFkJFQIIYQQQgghNPgvT5vVFnkmVAghhBBCCCGEzshIqMhWhw8fzu4iCCGEEEIIoZGejIRmORkJFUIIIYQQQgihMzISKoQQQgghhBAa6OnLuF1WkzMqhBBCCCGEEEJnZCRUCCGEEEIIITRI+zu/ImvISKgQQgghhBBCCJ2RkVAhhBBCCCGE0EB+JzTrSSdUCCGEEEIIITSQ6bhZT6bjCiGEEEIIIYTQGRkJFUIIIYQQQggN5Cdasp6cUSGEEEIIIYQQOiMjoUIIIYQQQgihgTwTmvVkJFQIIYQQQgghhM7oKZVKZXYXQgghhBBCCCH+ja5/V1Vr+y605aDW9v1vJtNxxX/G7XuPs7sIWuPt4cwOQ5/sLobW1EkI5tTNqOwuhlaVK2DO2VuR2V0MrSnta8Ghq7HZXQytqVLEhHPBiuwuhlaV8rHkzzuh2V0MrSnmZcuF2+HZXQytKuFtzfngiOwuhtaU9LH64uO7ejcku4uhVUU87bK7CEJHpBMqhBBCCCGEEBrIM6FZT54JFUIIIYQQQgihMzISKoQQQgghhBAayO+EZj3phAohhBBCCCGEBjIdN+tJt14IIYQQQgghhM7ISKgQQgghhBBCaCAjoVlPRkKFEEIIIYQQQuiMjIQKIYQQQgghhAYyEpr1ZCRUCCGEEEIIIYTOyEioEEIIIYQQQmggP9GS9eSMCiGEEEIIIYTQGRkJFUIIIYQQQggN9A3kmdCsJp1QIYQQQgghhNBAFibKejId9wtRuXJlevbsqZNjubq6EhQUpJNjCSGEEEIIIb4sMhIqxCfs2LaFjRvWERERjpubBx06dcHbx1dj+uPHjrB82RJehbzEwSE/Aa3bUrJUGdXnsbGxLFk0n9OnThIdHYWdXT7q1W9A7Tr1dBGOGuuvS+L+axssihfG2CEv53/oTMjWA5nnqViaghMHkKugF3FPXnB37GyeLt2klsalU3Pce7fBKF8eoq7c4nrPkUSeu6rNUDKlVCrZtOoPjuzbTMzbN3j5FqVFxwHkc3DONN/+nWvZtWk5kYownF29+LldX9y9C6k+Hzu4A8HXL6rlqVzzewI6DdRKHJlRKpVsXDmXQykxevsWJaBT/0/GuG/HOnZuXk5kRBhOrl60aN8HjzQxLpw1luuXzxIRHoqxsQlevkX5sWVXHBxdtRyROqVSybY1szm+fyOxMdF4+PjTrP0g7OxdMs13eNdq9m5dQpQiDEcXb35s0x83ryKqz1+/fML6pZO5d+sSiQnvKOj/FU3bDMDc0kbbIalRKpVsWDmXQ3u3JF+/AkVp1anfZ12/HZtWEBkRhrObFy3a/6q6fm+iI9mwch5XL50h7HUI5uaWlChbiUY/dcDULJcuwlKzZ/sGtm1cSWREOM5unrTq0AtPn4Ia058+fpC1y+fxOuQl+RwcaR7QiWKlvlJ9rlQqWbdiPgf3bOPt22h8ChSlTec+2Od30kU46SiVStavmMehvVt5+zYa7wJFad25H/YOmZdn7471bN+4QnVeWnbojWeae/DA7s2cPLKXh/eCiY2NYd6qvZjlyq3tcDKUXE/ncWjvFt6+fYN3gSK0/ox6unfHenZsWp4aY5p6CnBw92ZOHt3Dg3vBxMXGMHflvmyJ8UuPb9f2jWzdsBpFRDgubh606dgDr0zuwZPHDrF6+QJeh7zE3iE/P7fqSPFS5VSfr1mxkBNHDxL2+hU5cuTA3dOHZi3a4e2reZ//r2RhoqwnZ1Rk6P379yQlJWV3MbLdsSOHmT/vD5o1/5mg6bNxc3dn6JCBKBQRGaa/eeM6v48fwzff1GLq9NmULVee0SOH8ejhA1WaBfPmcPHCeX7tO4BZfyygfoPvmTN7BmdOn9RVWCoGZqZEXQnmWvfhn5XexNWRUlv/IOzwGY6X/I4H05dQ5I9R2Nb4WpXGvnFtCvw+kDujZnK8dEOir9yizI4F5Mxjra0wPmnnpqXs276Glh0HMnTCIoyMTZg0vBvv3sVrzHPm+F5WLwyiQdO2DJ+8DCdXLyYO70aUIlwtXaUaDQhatEv1+rFlN22Hk6EdG5eyd8caWnUawLDfF2JkbMKEYd0zjfH0sX2sXBhEwx/bMnLyUpzdvJgwrDuRaWJ09fClXfchjJ+xhn7DpqFUKpkQ2I2k9+91EZbK3s2LObRzJc3bD6b/mGXkNDJh+sjOJGQS3/kTe1i/ZBJ1G3dg0IRVOLp6M31UZ6Iik+OLj4tl6shO6KFHr8C59B21mPeJCcwc113n7d/2jcvYu30trTv1Z/jvCzAyMmZ8YI9PXr8VC6bSsGkbRk1ZgrOrJ+MDe6iuX0R4KIrw1zRv1Z1x01fSvsdQrlw8xbzpo3QVlsrJo/tZNn86jZq1ZuzUhbi4eTJ2aG8iNbSlwTevMm3CMKrUqMu4aYsoWbYCE0cP5MnD+6o0WzesYPe29bTt0pdRk+ZhZGzM2KG9Mz1n2rRtw3L2bF9H6879GDlxAcbGJowb2jPT8pw6tp/l86fxfbM2jA5ajLObF+OG9lK7B9/Fx+FXvCzfNW6pizAytX3jMvZsX0urTv0Z8ft8jIxMGBf4qRiT6+n3Tdum1FMvxgX2VIsxPj6OosXL8V3jAB1EodmXHN+JowdYMm8mjZsHMGHafFzdPBk1pI/Ge/DWjasETRhBtW/q8Pu0+ZQqV4EJowbzOM096JDfibYdezJ55mJG/T6TvHb5GDXkVyIjFTqKSvw/k07oFyQpKYl+/fphbW1Nvnz5GDZsmOqzyZMnU6RIEczMzHBycqJz5868efNG9fnixYuxtLRk69atFCxYECMjIx4/fsyrV6+oV68eJiYmuLm5sWLFinTH1dPTY/78+TRs2BBTU1O8vLzYunWrWppr165Ru3ZtcuXKhZ2dHb/88guhoaGqz9evX0+RIkUwMTHBxsaG6tWr8/btWwAOHz5M6dKlMTMzw9LSkvLly/Po0aMsPnsZ27xpAzVr1ab6N7Vwdnahc9ceGBkZsW/vngzTb92yieIlSvF9oyY4Obvwc4sAPDw82b5tiyrNzZs3qFqtBkWK+mFnl49atevg5u7B7eBgncSU1us9R7kdGETIlv2fld6lfVNiHzzlZr/xvLl1n0ezVvBywx7cegSo0rj1bMWTBWt5umQjb27e42rnQN7HxOEU8IOWosicUqlk77ZV1G/SmuJlKuHk6kW7HsOJCA/l4pkjGvPt2bKSSt80oEK1+uR3cqdlp4HkNDLm6AH1up3TyBhLK1vVy8RU9yNMSqWS3dtWU79xa0qUqYSzqxcdeg5DER7KhdOaY9y1ZSWVv2lAxer1yO/sTqtOAzAyMubo/m2qNFVrNsS3UHHy2Dng6uFLo587EhYawutXL3QRGpAc34EdK6j9Qzv8S1fB0dWbVt1Gooh4zaWzhzTm279tGeWrf89XVRvg4ORB8/a/YWhkzMmDmwG4d+tPwl4/p2XXEeR38SK/ixcBXUfy+N4Ngq+d1VF0Kddv62q+a9KKEmUr4ezmRcden3P9VlHlm++o9OH6dU6+fkdSrp+Tiwc9Bo6neOkK2Nk7UsivJI1/7sSfZ4/z/n2irsIDYMfmNVStWY/KNerg6OxG2y59yWlkxOF92zNMv2vrWvxKlKHeDz+R38mVH39pj5uHN3u2rweSz9muLWtp+GNLSpatgIubJ116DyEiPJTzp47pMjRVeXZvXUODJgGULFsRZzdPOvUaiiI8lPOnj2rMt3PzKqrUrE/l6nVxdHajTed+GBkZcSTNean9XVPqN26Bp29hXYSiUWqMrVJi9KJTr8CUeqo5xtR6mhxj6879U+rpRzE2aoGnTyGN+9G2Lz2+bZvWUr1WXarW+BYnZ1fad/0VI2NjDu7dkWH6nVvX41+iNN/90AxHZ1ea/dIWNw9vdm3fqEpToXINihYriZ29A04ubrRs15WYmLc8enBPV2HpjJ6+ntZe/1XSCf2CLFmyBDMzM86cOcOECRMYMWIE+/btA0BfX59p06Zx/fp1lixZwsGDB+nXr59a/piYGMaPH8/8+fO5fv06efPmJSAggCdPnnDo0CHWr1/PrFmzePXqVbpjDx8+nCZNmnDlyhW+/fZbfvrpJ8LDk78FVCgUVK1alWLFinH+/Hl2795NSEgITZo0AeDFixc0a9aM1q1bc/PmTQ4fPsz333+PUqkkMTGRBg0aUKlSJa5cucKpU6do3749enrav2kTEhK4e/c2fv7FVdv09fXx9y9O8K0bGea5desG/sWKq20rVqIkt27dVL0vUKAgZ86cIiw0FKVSyZXLl3j+7CnFipfQTiBZyLKsP6EHT6lte73vOFZl/QHQMzTEonghQg+kGdVVKgk9eBLLssV0WNI05Qt5RmREGAWLllZtMzXLhYd3Ie4FX8kwT2JCAg/v3VLLo6+vTyG/0twLVp9WfProbrr+Up3B3X9k3bIZxMfHaSeQTLwOeU5kRBiF/dRjdPcuxN3gjKdBf4ixkF8p1bbkGEtpzBMXF8vR/dvIY+eAja1d1gaRidBXz4hShFKgaOq0dhOz3Lh5FeH+7csZ5klMSODx/ZtqefT19SlQpAz3U657YmICeuiRwzCnKk2OnEbo6elz9+afWoomPU3Xz8O7EHcyuX4P7t6ikP/HdbQUd29pnvoeE/MGE1MzDAx09zROclmDKeKvXteK+Jfk9q1rGea5c+s6RfxLqm3zK16G27euA/Aq5DmKiDC1NKZmufD0Kahxn9r0oTyF08SYfA0LckdDeT6cl8If3YOF/UtxJ1j3MXzK65QY07YZn1dPg9XOi76+PoX9SnEnk3qaHb7k+BISErh/9zZF09wvyfdgCYJT7qmP3b51naL+6n+X+BcvrboHMzrGvl1bMTXLhaubR9YVXmRo5syZuLq6YmxsTJkyZTh7VvMXp5UrV0ZPTy/dq06dOqo0AQEB6T6vVauWVmOQZ0K/IEWLFiUwMBAALy8vZsyYwYEDB6hRo4baokWurq6MGjWKjh07MmvWLNX2hIQEZs2ahZ+fHwC3b99m165dnD17llKlkhvYBQsWUKBAgXTHDggIoFmzZgCMGTOGadOmcfbsWWrVqsWMGTMoVqwYY8aMUaVfuHAhTk5O3L59mzdv3pCYmMj333+Pi0vy811FiiQ/sxUeHk5kZCR169bFwyO5Ucvo+GnFx8cTH68+dcbIyOjTJ/AjUVGRJCUlYWVlpbbd0tKKp0+eZJhHERGBpaVluvSKiNRpOR06dWHGtCACWjTDwMAAPT19uvXoReEiRf9yGXXNyM6W+JBQtW3xIaEYWuRG39gIQysL9HPkIP5V2EdpwjDzcddlUVUiFcllsfjoGT9zCxsiI8IyykJ0tIKkpPdYWFp/lMeaF08fqt6Xq1gTm7z2WFrl4cmjO6xbOoOXzx7RbcDvWRvEJygiPsSoXl4LS2vNMUZpiNHSmudP1Wca7N+5ntVLphMfF4t9fhf6D59BDkPDLIwgc1ERoSllU7+GuS2siVJkHN+b6AiSkt5jbvFRHksbXj57CICbVxFyGpuwaXkQDZp3Q6mETSumkpT0nihFaAZ71Y4P1888g2sRGRGeURaN18/C0poXzzKeKRIdpWDzmoVUqdngnxf6L4jKpKzPnj7OMI8iIizj+pxyvT+0qRmlUWioE9oU+U/uQav0eT6+B/8NMmtnFH+5nbHiecp9+G/xJccXHRWZUs6P/56x5tkTTfdgOJbpzoX63zMA58+eJGj8cOLj47CytmHoqEmYW1hmafn/Df5NI5Zr1qyhd+/ezJkzhzJlyhAUFETNmjUJDg4mb9686dJv3LiRd+/eqd6HhYXh5+dH48aN1dLVqlWLRYsWqd7/nb+d/wrphH5BihZV78TY29urRi3379/P2LFjuXXrFlFRUSQmJhIXF0dMTAympqYA5MyZU20fN2/eJEeOHJQokfpNmK+vb7pO1sfHNjMzw9zcXHXsy5cvc+jQIXLlSj9N8d69e3zzzTdUq1aNIkWKULNmTb755hsaNWqElZUV1tbWBAQEULNmTWrUqEH16tVp0qQJ9vb2Gs/D2LFjGT5c/RnHwMBAmv/SWmMeXdq2dQvBt24yJHAEefLacf3aFebMmo61tU26UVTx1508sosls8eq3vf6bYrWjlW55veqfzu5emJpZcuEoZ159eIpee0dtXbcE4d3syhNjL8O0V6MAF9VqkVh/9IoIkLZuWkFM34fxJBx88iZUzv/QZ05uoOVc1OfW+wycLpWjpPbwpr2vSewct4YDu1chZ6ePqW+roWzewH09LQ3UejE4d0snDVO9b7P0MlaO9YHMTFvmDiiN/md3Pi+WTutH+9Ld/zwHhbMHK9632/oxGwsjXacOLybBbNSY+w7dFI2librfenx6UrhosX4ffoCoqMi2b97G5PHBTJ28h/pOrwi60yePJl27drRqlUrAObMmcOOHTtYuHAhAwYMSJfe2lr9y4TVq1djamqarhNqZGREvnz5tFfwj0gn9Ati+NHIhJ6eHklJSTx8+JC6devSqVMnRo8ejbW1NcePH6dNmza8e/dO1Qk1MTH529NcNR0b4M2bN9SrV4/x48eny2dvb4+BgQH79u3j5MmT7N27l+nTpzN48GDOnDmDm5sbixYtonv37uzevZs1a9bw22+/sW/fPsqWLZthWQYOHEjv3r3VthkZGfHoachfisnc3AJ9fX0iItQf2lcoIrCyzrhxtbSyQqFQpEtvmfJNd3x8PMuWLGTQb8MoVTp5mqCbmzv3791j08Z1//pOaHxIKEZ2tmrbjOxsSYiMJikunnehESQlJmKU1+ajNDbEv9TNyFKx0hXx8E59dioxIfnbv0hFGJbWqWWPigzD2c07w33kzm2Jvr6B2sISyXnCsbDSvGrqh+OGvHyi1U5o8dIV1J4tSlDFGK4WY6QiHBdNMZpriFERjuVHMZqa5cLULBf5HJzx9C5Ch5+qceH0YcpVrJlVIanxK1VZbQXbxMR3KWULw8Iqj2p7dGQ4jq4Zx5crtxX6+gZERaqPYEQrwjC3TD1HBf2/YtTM7byJikDfwABTM3P6ta2GrV3+rAxJTfHSFdRWzkxMTACSz71V2jqqCMfZ3SvDfWi6fpGK8HSjMrExb/l9WE+MTUzpOWg8OXLo9r9+80zKavnRKOAHllY2GmKzSfncWrXNKl2dz/icZaUSpb/G0zt1BdDEhATN5XH/xD0YkdF50e3qzBnRVE8zjvGv1dMoRUS62Sm69qXHl1Zuc4uUcn7890xm96A1inT3YES69MbGJtg7OGLv4Ii3byG6tmvGgb07+L7Jz1kbRDbT5uq4mmbwZTQS+e7dOy5cuMDAgamr8Ovr61O9enVOnTqVLn1GFixYQNOmTTEzM1PbfvjwYfLmzYuVlRVVq1Zl1KhR2Nhorx7LM6H/ARcuXCApKYlJkyZRtmxZvL29ef78+Sfz+fr6kpiYyIULF1TbgoOD03WyPqV48eJcv34dV1dXPD091V4fbgA9PT3Kly/P8OHD+fPPP8mZMyebNqX+7EexYsUYOHAgJ0+epHDhwqxcuVLj8YyMjDA3N1d7/Z0pBYaGhnh6enPlcuqzYUlJSVy+9Cc+GpYf9/UtyOVL6s+SXfrzIr6+yVOI379PJDExMV1nX9/A4P9iNWLF6UvYVFXv/NtW+4qI05cAUCYkEHnxOrZVU5dwR08PmyrlUJzWzTN2JiZm2Nk7qV4OTu5YWNlw48o5VZrYmDfcu30dD5+Mp0DnMDTE1cNXLU9SUhI3rpzDw6dIhnkAHj+4DYClla3GNFnBxFQ9xvwpMV7/KMb7t6/jqaG8mmK8fuW8xjwASpSgVJKQ8ke3NhibmJHX3ln1snf0wNzSlltXU595iY15w4M7V3H39stwHzkMDXF2L6CWJykpiVtXz+KewXXPZW6FqZk5t66eJToynKIlK2d5XB+YmJqRz8FJ9crv5JZ8/S6nXouYlDrqlcn1c/P0VcuTfP3O4embmicm5g3jA7tjkMOQ3r9N1NrodWaSy+rDtcvn1cp67fIFvDUstuPlW4hrly6obbvy5zm8fZM7DXntHLC0slFLExPzlrvBNzTuMyulu4bOblha2XA9TYwxMW+5d/sGXhrK8+G8XL+ifl6uXz6Pl0/2LkIEGddTy3T19O1n1FOfdPX02pVzePlqbmd04UuPLy1DQ0PcPb25muZ+SUpK4uqli/j4ZrxYkrdvIa5eVv8Jsstp7kFNlElK1RejXxJtLkw0duxYLCws1F5jx47NsByhoaG8f/8eOzv1dRns7Ox4+fLlJ+M4e/Ys165do23btmrba9WqxdKlSzlw4ADjx4/nyJEj1K5dm/daXAlfRkL/Azw9PUlISGD69OnUq1ePEydOMGfOnE/m8/HxoVatWnTo0IHZs2eTI0cOevbsiYmJyV86fpcuXZg3bx7NmjVTrd579+5dVq9ezfz58zl//jwHDhzgm2++IW/evJw5c4bXr19ToEABHjx4wNy5c6lfvz4ODg4EBwdz584dWrRo8XdPx1/SoOEPTJk8AU8vb7y9fdiyZRNx8XFUr5E8AjR54nhsbGxp2aoNAPW/a8jA/r+yaeM6SpYqw7Ejh7l75zZdu/UEwNTUjMJFirJo4TyMjIzIkzcv165e4dCBfbRp11EnMaVlYGaKmWfq75+Zujli7ufLu/BI4p68wGdUb4zz23G5VX8AHs1djUvnn/Ad25cnizdgW6Us9o1rc65+B9U+HgQtwm/heBQXrhF57gqu3VuSw8yEJ0s2pju+Lujp6fFNvWZsW7eQfA5O2ObNz8aVc7CytqV4mUqqdOOHdKJE2SpUr5O8YFbN75ozb+pw3DwL4O5ViL3bVhEfF0uFasm/5/rqxVNOHd2NX4nymOW24OmjO6xcMAWfQsVwctX+SMzHMdaq15QtaxeSz96JPHYOrF85B0trW0qUTY1x7JDOlCxbmRopMdb+rjlz08S4Z9tq4uNiqVi9bnKML59x+vg+iviXIbeFFeGhr9i+YQk5jYzwK/FVhmXRVnzV6vzErg3zyGvvjG3e/GxdPRNLqzz4l66iSjdlWHv8y1SlSu2mAFSv9wuLZwzBxaMgrp6FObhjBe/iY/mqyneqPCcPbiafozu5za24f/sKaxdOoFrdn8mX31Wn8dWq35TNaxdh5+BEXjsH1q/4I931G/NbF0qWrcw3dZOnUNX+rhl/BI3AzbMAHt4F2b11NfFxcVSqlnz9YmLeMH5od97Fx9Op93BiY94SG5O86ri5uSX6BgY6i7FOgx+ZPWU07l6+eHoXZOeWtcllrZ68MMbMSSOxtrGlWUCn5NjqN2HEgC5s37iKYqW+4uTR/dy/e4v2Xfurzlnt75qwac0S8uV3JK+dA2uXz8PK2paS5SroLK4Pkq/hj2xas5h8Dk7ksbNn3fJ5WFrbUrJsRVW60YO7UrJcJWqmXMNvGzRjzpSRuHv64uFdiF1bVhMXF0ellHsQkp9VVESEEfL8KQBPHt3D2MQU2zx25MptofMYN6/9EKMD61fMTamnqTGO+a0rJctW+qiejkxTT9ek1NPURVFUMb7Ivhi/9PjqNWzCjMlj8fDywdO7ADu2rCM+LpYqNb4FYNqk0djY2PJTQPL/59/Wb0TggO5s3biaEqXKcfzoAe7fDaZjt75A8kJ1G9Yso1SZ8lhZ2xAVGcnuHZsIDwvlq6+raCyHSE/TDD5tWLBgAUWKFKF06dJq25s2bar6d5EiRShatCgeHh4cPnyYatWqaaUs0gn9D/Dz82Py5MmMHz+egQMHUrFiRcaOHftZHblFixbRtm1bKlWqhJ2dHaNGjWLIkCF/6fgODg6cOHGC/v3788033xAfH4+Liwu1atVCX18fc3Nzjh49SlBQEFFRUbi4uDBp0iRq165NSEgIt27dYsmSJYSFhWFvb0+XLl3o0KHDpw+cBSpUqkxklIIVy5YQERGBu7sHw0eMUS1W9Pr1K7WH1QsULESffgNZvnQxSxcvwiF/fgYPGYaLq5sqTb/+g1myeAETfx/Lm+ho8uS145cWraj9bd10x9c2ixKFKXdgmep9wYmDAHiydCNX2gzEyD4PJk6pz9/GPnzKufodKDhpIK7dWhD39CVXO/xG6L7jqjQv1u0iZx5rvAO7Y5QvD1GXb3K2blvevdL9YiEffNuwBfFxsSyaNYaYt2/wLuDHr0OnqY0KvXr5jOgohep9ma+/ITpSwaZVfxAZkTx199fAaaopVgY5cnDjyln2bk/uuNnY2lGyXFXqN8meZ4/rfN+C+Lg4FqaJsW/g1ExjLFuhBtFREWxYOVcVY9/AqaoYDQ1zEnzjEnu2rubt2ygsLKzxKVSMoeMWpJvyqW3fNAggPj6WFX+MJOZtNJ6+xej22ywM08T3OuQJb6JSp5uVLF+T6KgItq2eTZQiFEdXH7oNnqW2wFHI80dsXjmdt28iscnjQO0f2lKtru6nkdX9/hfi42JZOHNs8vUr6Ee/YZ++flGRCtX1c3H3pt+wINWU8Yf3grl3O3kly187qP9E0pR5m8hj56D9wFJ8VbE6UZEK1i2fjyIieXrjgBGTVFP7Ql+HqLWlPgWK0K3vMNYsm8vqpX+Qz8GRPoPH4uSausBZ/R9+Ij4ulnnTJxDz9g0+BYsyYMSkbBntBaj3w8/Ex8Uyf8a4lGtYlAHDp6iVJ+TlM6KjIlXvy1WoTlRkBOtXzEcREZZ8XoZPUVusaP+uTWxctUD1fsSA5I56hx6/qTrxupJcT+NYMDM1xv7Dgj6K8alaPS1XoQbRkQrWr5yXUk+96D9sitqjDQd2bWTj6tQYRw5M/lK2fY/fVF+q6MKXHF/5itWIilSwevlCFBHhuLp7MnjERLV7UD/NLC3fgkXo0Xcoq5fNZ+WSedjnd6Tfb6NxTrkH9fX1efbkEUcO7CYqMpLc5uZ4ePkycsJ0nFzcMizD/zNtTsfVNPU2I7a2thgYGBASov6IWUhIyCef53z79i2rV69mxIgRnzyOu7s7tra23L17V2udUD2lUqnUyp6F+Je5fS/jFeC+BN4ezuww9MnuYmhNnYRgTt2Myu5iaFW5AuacvRX56YT/p0r7WnDoamx2F0NrqhQx4VywIruLoVWlfCz5847uVg3WtWJetly4nfFqxF+KEt7WnA+O+HTC/1Mlfay++Piu3v1r61v8vyniqbuf//ornnZt/OlEf5PjjHV/KX2ZMmUoXbo006cnL9qXlJSEs7MzXbt2zXBhog8WL15Mx44defbs2Sef9Xz69CnOzs5s3ryZ+vXr/6XyfS55JlQIIYQQQgghNNHT097rL+rduzfz5s1jyZIl3Lx5k06dOvH27VvVarktWrRQW7jogwULFtCgQYN0HdA3b97Qt29fTp8+zcOHDzlw4ADfffcdnp6e1KypnQUIQabjCiGEEEIIIcT/hR9//JHXr18zdOhQXr58ib+/P7t371YtVvT48WP0P5o+HBwczPHjx9m7d2+6/RkYGHDlyhWWLFmCQqHAwcGBb775hpEjR2r1t0KlEyqEEEIIIYQQGqR9Zv3foGvXrnTt2jXDzw4fPpxum4+PD5qewDQxMWHPnj1ZWbzPItNxhRBCCCGEEELojIyECiGEEEIIIYQG2lwd979KOqFCCCGEEEIIocG/bTrul0C69UIIIYQQQgghdEZGQoUQQgghhBBCA5mOm/XkjAohhBBCCCGE0BkZCRVCCCGEEEIIDeSZ0KwnI6FCCCGEEEIIIXRGRkKFEEIIIYQQQgMZCc16MhIqhBBCCCGEEEJnZCRUCCGEEEIIITSR1XGznHRChRBCCCGEEEIDPT2ZjpvV9JRKpTK7CyGEEEIIIYQQ/0avf2ultX3nGbVIa/v+N5ORUPGfceR6THYXQWsqFTLl1M2o7C6G1pQrYM4OQ5/sLoZW1UkI5uj1t9ldDK2pWMiM7RcTs7sYWlO3eA4u3Xmd3cXQKn+vPF90jP5eebhwOzy7i6FVJbytuXLnVXYXQ2uKeuXl2t2X2V0MrSnsmY/zwRHZXQytKuljld1FyJCeTMfNcnJGhRBCCCGEEELojIyECiGEEEIIIYQG8hMtWU9GQoUQQgghhBBC6IyMhAohhBBCCCGEJvJMaJaTMyqEEEIIIYQQQmdkJFQIIYQQQgghNJBnQrOedEKFEEIIIYQQQgM9PZk8mtXkjAohhBBCCCGE0BkZCRVCCCGEEEIITWQ6bpaTkVAhhBBCCCGEEDojI6FCCCGEEEIIoYGe/ERLlpMzKoQQQgghhBBCZ2QkVAghhBBCCCE0kJ9oyXoyEiq06uHDh+jp6XHp0iUADh8+jJ6eHgqFQmOexYsXY2lpqZPyCSGEEEIIIXRLRkKFTn311Ve8ePECCwuL7C7KX6JUKtm6ejbH9m0iNiYaD18/fmo/CDsHl0zzHdq1hr2blxCpCMPR1Ztmbfvj5lVY9XlkRCjrlwZx8/Jp4mLfYufgyreN2lCiXHVth6RGqVSyadUfHNm3mZi3b/DyLUqLjgPI5+Ccab79O9eya9NyIhVhOLt68XO7vrh7F1J9PnZwB4KvX1TLU7nm9wR0GqiVODJi/XVJ3H9tg0Xxwhg75OX8D50J2Xog8zwVS1Nw4gByFfQi7skL7o6dzdOlm9TSuHRqjnvvNhjly0PUlVtc7zmSyHNXtRlKppLr6ByO7dtETEw0nqo6mvk1PLRrDXs2LyVSEYaTqzfN2vZT1dHQV88Z2LFuhvk69BlPya9qZHkcmiiVSvasn8Hpg+uJfRuNm08xfmg9lDz2mu/BezfPc3j7Qp7ev0GU4jUBvadRpFQ1tTSrZg/i/NEtatt8ipan/cC5WolDkz3bN7Bt4yoUEeG4uHnQqkMvPH0Kakx/6vhB1i6fz+uQl+RzcOSngE4UK1VO9fmZk0fYv2sz9+8G8yY6ivHTFuHq7qWLUDL0pccHyXV0/Yp5HNq7lbdvo/EuUJTWnfth7+CUab69O9azfeMKIiPCcXbzpGWH3nimaUcP7N7MySN7eXgvmNjYGOat2otZrtzaDied3ds3sjXNNWzdoSdemV7DQ6xOcw1/DuhI8ZRrmJiYyOpl87h4/jSvXj7H1MyMIn4l+SmgI9Y2troKKZ1d2zexZcNqFBHhuLp50KZjD7x8CmhMf/LYIVYtX8jrkJfYO+Tn51YdKVGqrOrzNSsWcfzoQcJevyJHjhy4e/rQvEVbvH01nzdtUiqVbFg5j0N7t/D27Ru8CxShdad+n/y/fu+O9ezYtDy1jrb/FY+UOvomOpINK+dx9dJZQl+HYG5uSYmyFWn8UwdMzXLpIizdkN8JzXJyRoVO5cyZk3z58qGn9/81rWHPpsUc3LGKnzsOYuC4pRgZmTB1ZBcS3sVrzHPu+B7WLZpE3SYd+G3iSpxcvZk6ojNRinBVmoXThhDy7CFdBgYROGUdxctWZe6k/jy+f0sXYans3LSUfdvX0LLjQIZOWISRsQmThnfjXSbxnTm+l9ULg2jQtC3DJy/DydWLicO7qcUHUKlGA4IW7VK9fmzZTdvhqDEwMyXqSjDXug//rPQmro6U2voHYYfPcLzkdzyYvoQif4zCtsbXqjT2jWtT4PeB3Bk1k+OlGxJ95RZldiwgZx5rbYXxSbs3LeFASh0dNG4JOY1MCPqMOrp20WTqNWnPkIkrcXT1ImhEF9U1tLaxY+KCvWqv+k07YmRsSuFi5XUVGgCHti3g2O4VNGoTSI+Rq8hpZMLcce0zje9dfCwOzj583/q3TPft6/c1gbMPq14/d/s9q4ufqZNHD7B0/gx+aNaKcVMX4OLmyZihvYlURGSYPvjmVaZNGE6VGnUZN20hpcpW4PfRA3n88L4qTXxcLD4Fi9I8oJOuwtDoS4/vg20blrNn+zpad+7HyIkLMDY2YdzQnpm2o6eO7Wf5/Gl836wNo4MW4+zmxbihvYhM046+i4/Dr3hZvmvcUhdhZOjE0QMsmT+Dxs0CGD91Pi5unowe+mum1zBownCq1qjDhGkLKF22AhNGD1Jdw/j4OO7fu02jpi0ZP3UBfQaN5vmzx4wfOUCXYak5cfQgi+fNpEnzlvw+bR4ubh6MHNJHY4y3blxjyoSRVPvmWyZOm0fpchWYMGqwWj11yO9I2449mDxzEaN+n0Feu3zJ+4xU6Cgqdds3LmPP9rW06tSfEb/Px8jIhHGBn6qj+1ixYCrfN23LqClLcHb1YlxgT1UdjQgPJSI8lOatujF++go69BjClYunmTt9tK7C0gk9fT2tvf6rpBMqPsv69espUqQIJiYm2NjYUL16dd6+fUtSUhIjRozA0dERIyMj/P392b17t8b9ZDQdd/HixTg7O2NqakrDhg0JCwtTy3P58mWqVKlC7ty5MTc3p0SJEpw/f15boaajVCrZv30ldRq1w790FRxdvWnVfSSK8Nf8efaQxnz7ti3n6xrfU77adzg4efBTh8HkNDLmxMHNqjT3gy9T5dumuHkVJk8+R+o0boepaW4e3buhg8iSKZVK9m5bRf0mrSlephJOrl606zGciPBQLp45ojHfni0rqfRNAypUq09+J3dadhpITiNjjh7YqpYup5Exlla2qpeJqW6/GX295yi3A4MI2bL/s9K7tG9K7IOn3Ow3nje37vNo1gpebtiDW48AVRq3nq14smAtT5ds5M3Ne1ztHMj7mDicAn7QUhSZUyqVHNi+kjqN2uJfujKOrt607j4ipY4e1phv37YVVKjRMKWOuvOzqo4mjwzqGxhgYWWr9vrzzCFKlq+BsYmpjqJLju/ormVUb9iBwiWr4uDiQ7POY4mKeMW185pHtQv4V6D2jz0oUirzmQUGhjkxt8yjepnm0u1MjR2bV1OtZj2q1KiDo7Mbbbv0JaeRMYf2bc8w/a6t6/AvUYb6PzTH0cmVH39ph5uHN3u2b1ClqVi1Fo2ataKIf0ldhaHRlx4fJNfR3VvX0KBJACXLVsTZzZNOvYaiCA/l/OmjGvPt3LyKKjXrU7l6XRyd3WjTuR9GRkYcSXNuan/XlPqNW+DpW1jjfrRt++Y1qmvo5OxG+y59yGlkzMF9OzJMv2PrevxLlOa7lGvY9Je2uHt4s3v7RgDMzHIxdNQUvqpQlfyOznj7FqJNx17cvxvM61chugxNZdumtVSvVZeqNb7FydmVDl1/xcjYmAN7d2aYfsfW9RQrUZoGPzTD0dmVZr+0wc3Dm13bU2fNVKhcA79iJcln74CzixsB7boQE/OWRw/u6SosldQ62iqljnrRqVcgivBQLmRSR3dtWUWVb76jUkodbd25P0ZGxhzZn1xHnVw86DlwHMVLV8DO3pFCfiVp8nNH/jx7nPfvE3UVnvg/JJ1Q8UkvXrygWbNmtG7dmps3b3L48GG+//57lEolU6dOZdKkSUycOJErV65Qs2ZN6tevz507dz5r32fOnKFNmzZ07dqVS5cuUaVKFUaNGqWW5qeffsLR0ZFz585x4cIFBgwYgKGhoTZCzVBoyDOiFKEU8Cuj2mZqlhs3r8LcD76SYZ7EhAQe37tJgaKpefT19SlQtIxaHncfP86f2Mvb6EiSkpI4e3w3CQnx+BTW3R9Wr0OeERkRRsGipVXbTM1y4eFdiHuZxPfw3i21PPr6+hTyK829YPUpqaeP7qbrL9UZ3P1H1i2bQXx8nHYCySKWZf0JPXhKbdvrfcexKusPgJ6hIRbFCxF64GRqAqWS0IMnsSxbTIclTRUa8ozIDOqo+yfq6CMNdVTTdX907wZPHgTzdbUGWVr+Twl/9ZRoRSjehVOnuZmY5sbZoyiP7lz+x/u/d+McgR0qMK53HdYvGMHbaMU/3ufnSkxI4P7d22qdKX19fYr4l+TOresZ5rl96xqFP+p8+RUvw+1b17Ra1r/jS4/vg1chz1FEhFHYv5RqW3I7WpA7GsqdmJDAg7vBFPZLzaOvr09h/1LcCf73xJqQcg2L+pdQbdPX16eof0luZ3INi6a7hqUzvYYxMW/R09PDLJfup3AmJCRwL8MYS2QS43W19AD+xUsRrCF9QkIC+3Ztw9QsF65uHllX+M/0OqWOFvL7uI4W4k5wxo+SqOqo/0d11K8Ud25pfvwkJuYNJqZmGBh8QU/96etr7/Uf9QXVDqEtL168IDExke+//x4Xl+Tnr4oUKQLAxIkT6d+/P02bNgVg/PjxHDp0iKCgIGbOnPnJfU+dOpVatWrRr18/ALy9vTl58qTaaOrjx4/p27cvvr6+AHh5Zf7cT3x8PPHx6lNLjIyMPjPa9KIUoQDktlCfamluaUNURFhGWXgTHUFS0nvMLdXz5La04cWzh6r3HfpMYO6k/vRqWRl9gxzkNDKmU//J5LXP/PmMrBSpSI7BwtJGbbu5hQ2RGuKLjlaQlPQei4/iM7ew5sXTh6r35SrWxCavPZZWeXjy6A7rls7g5bNHdBug2+mOf4WRnS3xIaFq2+JDQjG0yI2+sRGGVhbo58hB/Kuwj9KEYebjrsuiqny4huYW6etbZERoRll4k3INP66j5pbWvExTR9M6vn8L9o5uePr6/fNC/wVRkR/uQfVnxXJb2Kjuz7/L1+9ripSqjk1eR0JDnrBrTRDzxneg+4iV6Osb/KN9f46oqMgM7yULS2ueP32UYR5FRDiWllYfpbdSm8L5b/Glx/fBh7Yyozg1tqNRKe2o1eefm+wQrfEaWvEsk2v4cXpLS2sUGq7hu3fxLF80m/IVq2NqapY1Bf8LPsSYUb179uRxhnmSY1RPb2lphSJCPcbzZ08yZfwI4uPjsLK2IXDURMwtLLO0/J9DkUkdVXyqjqb7f8KK5xr+n4iOUrBpzSKq1vzunxdafNGkEyo+yc/Pj2rVqlGkSBFq1qzJN998Q6NGjTAwMOD58+eUL6/+bFj58uW5fPnzRidu3rxJw4YN1baVK1dOrRPau3dv2rZty7Jly6hevTqNGzfGw0Pzt4hjx45l+HD15/8CAwOp0rjfZ5XpzJGdLP8jdTS26+Bpn5Xv79iyciYxb6PpNWwOuXJbcunsYeZO7Eff0QtxdNHOIhsnj+xiyeyxqve9fpuileNA8iJEHzi5emJpZcuEoZ159eIpee0dtXbcL93pIztZ/kfq8zbdtFhHP3gXH8eZY7uo27id1o914fh21s8fpnrftt9srR2r2Fffqv5t7+yNg7M3Y3rW4u6Nc2ojr0KkdfzwHhbMHK9632/oxGwszf+3xMREJo8LBJS06/JrdhcnyxUuWoyJ0+cTHRXJvt3bmTRuGOMmz0nXgc1qJw7vZsGs1Drad+gkrR4Pkkezfx/Rm/xOrnzfTPv/V+jS/9taJv8PpBMqPsnAwIB9+/Zx8uRJ9u7dy/Tp0xk8eDD79u3TyfGHDRtG8+bN2bFjB7t27SIwMJDVq1en67x+MHDgQHr37q22zcjIiNN333/W8fxKV8LNO/XZm8SEBACiI8OxtM6j2h6lCMPJzSfDfeTKbYW+vkG6RXqiFWGqEcdXL59waNcahgWtx8E5uVPt5ObDnZsXObxrDT93zHwxlb+rWOmKeKjF9w5IHk2ztE4daYqKDMPZzTvDfeTObYm+vkG6kYmoyHAsrGwyzAOojhvy8sm/thMaHxKKkZ36iJuRnS0JkdEkxcXzLjSCpMREjPLafJTGhviX/2xU7nP5l66Ee5prmJBSR6M+qqPRmdZRywzraJQiHHPL9Nfwwqn9vHsXR7nKGa+Wm5UKlaiCi2cR1fvUezAUc6s08UWGkd/VN0uPbWPnhFluK8JePgYddELNzS0yvJciFeFYariXLK2sUXy0WEqkIiLdaMW/wZcaX4nSX+PpnbrC6Yc6GqkIxypNOxqpCMfFXUM7ap7SjkZ8/rnJDrk1XsOITK/hx+kVinAsP7qGyR3QoYS+ekngmKnZMgoKqTFmVO8srTKud8kxqqdXZJDe2NgEewdH7B0c8fYtRJd2zTmwdwffN/k5a4P4SPHSFVQr2AIkJmZWRzP+0ltVR9P9PxGRbvZUbMxbJgzribGJKb0GjSdHDuliiMz9dycii79ET0+P8uXLM3z4cP78809y5szJgQMHcHBw4MSJE2ppT5w4QcGCn7f8eIECBThz5ozattOnT6dL5+3tTa9evdi7dy/ff/89ixYt0rhPIyMjzM3N1V5/ZTqusYkZee2dVS97J3fMLW25eSW1nLExb3hw5xruPkUz3EcOQ0OcPQpwK02epKQkbl45q8rzLuXZyI9XRtPXN0CpVH52ef8qExMz7OydVC8HJ3csrGy4ceWcKk1szBvu3b6ORybxuXr4quVJSkrixpVzePgUyTAPwOMHtwGwtMq+Jfg/RXH6EjZV1TsfttW+IuL0JQCUCQlEXryObdXUn4tATw+bKuVQnP5TJ2X8uI46OLljYWnLrStnVWliY95w/xN11MWjADfT5PlQRzO67scPbMGvZCVyW2j323tIjs82n4vqZefoQW5LW+5cS72f4mLe8PjeFVy8snZqsCLsJTFvFOS21E0dzWFoiLunN1cvX1BtS0pK4trlC3j5Fsowj7dvYa5dUl+c7eqf5/DOxoVrNPlS4zMxNSOfg5Pqld/ZDUsrG65fTi13TMxb7t2+gZeGcucwNMTN04frV1LzJCUlcf3yebx8/j2xGmq4hlcvX8A7k2t49dIFtW1X/jyvdg0/dEBfPn/KkNFTyG2efT/dZmhoiIent1qZk5KSuHLpYiYxFuLK5fQx+mhI/4EySan64lCb0tVRpw91NPX/7eQ6eh0vDf9vq+roZfX/669dOYeXb2qemJi3jAvsQY4cOfj1t4nkzPn3H4H615JnQrPcfzdy8dnOnDnDmDFjOH/+PI8fP2bjxo28fv2aAgUK0LdvX8aPH8+aNWsIDg5mwIABXLp0iR49enzWvrt3787u3buZOHEid+7cYcaMGWpTcWNjY+natSuHDx/m0aNHnDhxgnPnzlGggObf7cpqenp6VK/bnJ3r53Pp7GGePrrDwmlDsLTOQ7HSVVTpJgd24ODO1ar3Ner9zLH9mzh5aCsvnt5nxR9jeBcfS/mqyc9J5MvvSl57J5bPGcWDO9d49fIJe7cs5ebl0/iXrqzT+L6p14xt6xby59kjPHl4l7lBw7CytqV4mUqqdOOHdGL/jrWq9zW/a86RfZs5fnA7z588YOmcccTHxVKhWj0AXr14ypY183l49yavQ57z59kjzA0KxKdQMZxcdfd7fgZmppj7+WLulzxiZurmiLmfL8ZO9gD4jOqN36LUKUuP5q7G1M0J37F9MfNxx6Vjc+wb1+bB1MWqNA+CFuHUpgn5f2lALl93Cs8cRg4zE54s2aizuNLS09OjWt3m7Fg/n0tnj6TU0aEpdbSyKt2kdHX0p5Q6uu2jOlpfbf+vXjzmzo2LVKjeQEcRqdPT06Ni7V/Yv/kPrp0/yIvHt1k5eyDmVnkpXDL1dz9nj2rN8T0rVO/j497y7OFNnj28CUD466c8e3iTiNDnqs+3rZjIozuXCX/9jNvXTrNoUjds7Jzx9fsaXanToCkH92zjyIFdPH3ykPmzJhIfF0vl6nUAmDFpJCsXz1Glr12/MZcvnmHbxlU8e/KIdSsWcO/uLWrWTV2d+U10FA/v3+HZ44cAPH/6mIf372h89kubvvT4ILmO1qr/I5vWLObCmWM8fniX2ZNHYGltS8myFVXpRg/uyp7t61Tvv23QjEN7tnL0wA6ePXnIwlkTiIuLo1L11BkHiogwHt6/TcjzpwA8eXSPh/dv8yY6Umfx1W3wIwf2bOdwyjWcN2sS8XGxVKmePJ19+qRRrEhzDevUb8Sli2fYtnE1z548Yu2Khdy7e4tadZMf0UhMTGTS2CHcvxtM9z5DSUpKIiIijIiIMJ100DJSr2ET9u/ZwaH9u3n6+CFzZ04mPi6WqjVqAzBt0miWL079/eA69Rtx6cJZtm5cw9Mnj1izYhH37gZTu27yLK24uFhWLJnL7VvXefXqJffuBDMzaBzhYaGU+7qyzuP7UEc3r13MhTNHefzwLnOmDMfS2pYSaeromN+6sjdNHa39XTMO7f1QRx+waPYE4uPiqFQt+f6NiXnLuKHdiY+LpV23wcTGvEUREYYiIoyk9583A038N8lYufgkc3Nzjh49SlBQEFFRUbi4uDBp0iRq165NzZo1iYyM5Ndff+XVq1cULFiQrVu3fnLxoA/Kli3LvHnzCAwMZOjQoVSvXp3ffvuNkSNHAslTgcPCwmjRogUhISHY2try/fffp3vmU9tqNgwgPj6W5XNGEfM2Gs8C/vQYMhPDNN/2vX75hDdRCtX7Ul/XJDoqgq2rZhOlCMPRzYfuQ2aqpjrmyGFIt8HT2bh8GjPG9CA+Loa8+ZwI6DaCIiUq6DS+bxu2ID4ulkWzxhDz9g3eBfz4deg0tW8zX718RnSa+Mp8/Q3RkQo2rfqDyIjkqbu/Bk5TTdExyJGDG1fOsnf7auLjYrGxtaNkuarUb9Jap7FZlChMuQPLVO8LThwEwJOlG7nSZiBG9nkwSemQAsQ+fMq5+h0oOGkgrt1aEPf0JVc7/EbovuOqNC/W7SJnHmu8A7tjlC8PUZdvcrZuW969yp4/gAFqNWzJu/hYlqXUUa8C/vQYMuOjOvo0wzq6JaWOOrn50GPIjHTTcY8f2IKVjR0F/cuRXarUa8O7+FjWzx9GbEw0bj7FaT/gD7X4wkKeqK1s++T+dWaPbKV6v3XZBABKVvyOZp3GoK9vwPPHwZw/uoXYt1GYW+XFp+hX1GrcjRyGOXUW21cVqxEVqWDt8vkoIsJxdfdk4IhJqml9Ya9D0E/zbblPgSJ06xvImmXzWL10LvkcHOk7eCzOrqkLY50/c5zZQWNU76dOCASgUbNWNP6pjY4iS/alx/dBvR9+Jj4ulvkzxiW3owWLMmD4FLV2NOTlM6KjUjuP5SpUJyoygvUr5qOICMPF3YsBw6eoLVa0f9cmNq5aoHo/YkDyb6N26PEblVI68tpWPuUarlm+QHUNB4+YqLqGoa9D1Gb1+BQoQo++gaxaNo+VS+di7+BIv8FjVNcwPOw1588kt6l9u7dSO9awMdMoVFT3K42Xr1iVyEgFq5cvRBERjpu7J7+N+D1NjK/Q00utp74FC9Oz7xBWLVvAiiXzsM/vSL/fRqti1NfX59mTxxw+sIeoyEhym5vj6eXLqAnTcHZx03l8AHW//4X4uDgWzEyto/2HBX1UR5+q/V9frkINoiMVrF85j8iUOtp/2BTVozcP793i3u3kFYF7d2ikdrygeRvJY+eg/cB04L/8e57aoqfU5rw/If5FjlyPye4iaE2lQqacuhmV3cXQmnIFzNlhmPGzjV+KOgnBHL3+NruLoTUVC5mx/eKX+5txdYvn4NKd19ldDK3y98rzRcfo75WHC7f/vSvwZoUS3tZcufMqu4uhNUW98nLt7svsLobWFPbMx/ngiE8n/D9W0kf7j3z8HW9mDdDavnN1Hqe1ff+byXRcIYQQQgghhBA6I9NxhRBCCCGEEEITmY6b5WQkVAghhBBCCCGEzshIqBBCCCGEEEJokHZRKpE15IwKIYQQQgghhNAZGQkVQgghhBBCCE3kmdAsJyOhQgghhBBCCCF0RkZChRBCCCGEEEIDPX0Zt8tqckaFEEIIIYQQQuiMjIQKIYQQQgghhCZ68kxoVpNOqBBCCCGEEEJoItNxs5ycUSGEEEIIIYQQOiMjoUIIIYQQQgihiUzHzXIyEiqEEEIIIYQQQmekEyqEEEIIIYQQGujp62vt9XfMnDkTV1dXjI2NKVOmDGfPntWYdvHixejp6am9jI2N1dIolUqGDh2Kvb09JiYmVK9enTt37vytsn0uPaVSqdTqEYQQQgghhBDi/1TsslFa27fJL7/9pfRr1qyhRYsWzJkzhzJlyhAUFMS6desIDg4mb9686dIvXryYHj16EBwcrNqmp6eHnZ2d6v348eMZO3YsS5Yswc3NjSFDhnD16lVu3LiRrsOaVaQTKv4zzt6KzO4iaE1pX4svPr6j199mdzG0qmIhM3YY+mR3MbSmTkIwV++GZHcxtKaIpx3nghXZXQytKuVjyYXb4dldDK0p4W3NlTuvsrsYWlXUKy9/3gnN7mJoTTEv2y++nbl4Oyy7i6FVxb1tsrsIGYpdPkZr+zb5edBfSl+mTBlKlSrFjBkzAEhKSsLJyYlu3boxYMCAdOkXL15Mz549USgUGe5PqVTi4ODAr7/+Sp8+fQCIjIzEzs6OxYsX07Rp078W0GeS6bhCCCGEEEIIkQ3i4+OJiopSe8XHx2eY9t27d1y4cIHq1aurtunr61O9enVOnTql8Rhv3rzBxcUFJycnvvvuO65fv6767MGDB7x8+VJtnxYWFpQpUybTff5T0gkVQgghhBBCCE309bT2Gjt2LBYWFmqvsWPHZliM0NBQ3r9/rzaVFsDOzo6XL19mmMfHx4eFCxeyZcsWli9fTlJSEl999RVPnz4FUOX7K/vMCvITLUIIIYQQQgihgZ6e9sbtBg4cSO/evdW2GRkZZdn+y5UrR7ly5VTvv/rqKwoUKMAff/zByJEjs+w4f5V0QoUQQgghhBAiGxgZGX12p9PW1hYDAwNCQtSffQ4JCSFfvnyftQ9DQ0OKFSvG3bt3AVT5QkJCsLe3V9unv7//Z+3z75DpuEIIIYQQQgihiRan4/4VOXPmpESJEhw4cEC1LSkpiQMHDqiNdmbm/fv3XL16VdXhdHNzI1++fGr7jIqK4syZM5+9z79DRkKFEEIIIYQQ4v9A7969admyJSVLlqR06dIEBQXx9u1bWrVqBUCLFi3Inz+/6rnSESNGULZsWTw9PVEoFPz+++88evSItm3bAsk/19KzZ09GjRqFl5eX6idaHBwcaNCggdbikE6oEEIIIYQQQmiixWdC/6off/yR169fM3ToUF6+fIm/vz+7d+9WLSz0+PFj9PVTyxsREUG7du14+fIlVlZWlChRgpMnT1KwYEFVmn79+vH27Vvat2+PQqHg66+/Zvfu3Vr7jVCQTqgQQgghhBBC/N/o2rUrXbt2zfCzw4cPq72fMmUKU6ZMyXR/enp6jBgxghEjRmRVET9JOqFCCCGEEEIIoYneX3t2U3zav2dsWQghhBBCCCHEF09GQoUQQgghhBBCE30Zt8tq0gkVQgghhBBCCE3+RQsTfSnkjAohhBBCCCGE0BnphP6LPHz4ED09PS5duqQxzeLFi7G0tNRZmf6qz4lBCCGEEEKI/xv6etp7/UfJdFyRpZycnHjx4gW2trbZXZQspVQq2bhyLof2bSbm7Ru8fYsS0Kk/+RycM823b8c6dm5eTmREGE6uXrRo3wcP70KqzxfOGsv1y2eJCA/F2NgEL9+i/NiyKw6OrlqOSN1/Ib6tq+dwbN8mYmKi8fT146f2g7D7RHyHdq1hz+alRCrCcHL1plnbfrh5FQYg9NVzBnasm2G+Dn3GU/KrGlkeR0asvy6J+69tsCheGGOHvJz/oTMhWw9knqdiaQpOHECugl7EPXnB3bGzebp0k1oal07Nce/dBqN8eYi6covrPUcSee6qNkPJ1K7tG9m6YTWKiHBc3Dxo07EHXj4FNaY/eewQq5cv4HXIS+wd8vNzq44UL1UOgMTERFYtncef508T8vIFpmZmFPEvyc8BHbC2yZ62S6lUsmHlXA7t3ZJ8DxYoSqtO/T7rHtyxaQWREWE4u3nRov2vqnvwTXQkG1bO4+qlM4S9DsHc3JISZSvR6KcOmJrl0kVYapRKJetXzOPQ3q28fRuNd4GitO7cD3sHp0zz7d2xnu0bVxAZEY6zmyctO/TGM007c2D3Zk4e2cvDe8HExsYwb9VezHLl1nY46ezevpGtG1ep6mjrDj0zraOnjh9i9fL5vA55ST4HR34OUK+jq5fN4+L507x6+Ty5jvqV5KeAjtlWR/ds38C2jStV16FVh154ZhLf6eMHWbt8niq+5gGdKFbqK9XnSqWSdSvmc3DPNt6+jcanQFHadO6Dff7M64M2/RfamfUr5nMw5R70KVCU1p37fsY9uIFtae7BgA698fROPS/v3sWzfMF0Th3bT0JCAn7FytCqUx8sray1HZL4PyYjof9BCQkJWtu3gYEB+fLlI0eOL+v7jR0bl7J3xxpadRrAsN8XYmRswoRh3Xn3Ll5jntPH9rFyYRANf2zLyMlLcXbzYsKw7kQqwlVpXD18add9CONnrKHfsGkolUomBHYj6f17XYSl8qXHt3vTEg7sWMXPHQcxaNwSchqZEDSyCwmZxHfu+B7WLppMvSbtGTJxJY6uXgSN6EJUSnzWNnZMXLBX7VW/aUeMjE0pXKy8rkLDwMyUqCvBXOs+/LPSm7g6UmrrH4QdPsPxkt/xYPoSivwxCtsaX6vS2DeuTYHfB3Jn1EyOl25I9JVblNmxgJx5sucPihNHD7Bk3kwaNw9gwrT5uLp5MmpIHyIVERmmv3XjKkETRlDtmzr8Pm0+pcpVYMKowTx+eB+A+Pg4Hty7Q6NmLZkwbT59B4/i+dPHjBsxUJdhqdm+cRl7t6+ldaf+DP99AUZGxowP7PHJe3DFgqk0bNqGUVOW4OzqyfjAHqp7MCI8FEX4a5q36s646Stp32MoVy6eYt70UboKS822DcvZs30drTv3Y+TEBRgbmzBuaM9MYzx1bD/L50/j+2ZtGB20GGc3L8YN7aXWzryLj8OveFm+a9xSF2Fk6MTRAyyZP4PGzQIYP3U+Lm6ejB76q8Y6GnzzKkEThlO1Rh0mTFtA6bIVmDB6kFodvX/vNo2atmT81AX0GTSa588eM37kAF2GpXLy6H6WzZ9Oo2atGTt1IS5unowd2jvT+KZNGEaVGnUZN20RJctWYOLogTxJiQ9g64YV7N62nrZd+jJq0jyMjI0ZO7R3pvVBm/4L7cy2DcvZvX0dbTr3ZeTE+RgZGzNuaK9P3oPL5k/jh2atGRO0CBc3z3T34LL507h49gQ9+o9i6NiZRIS/ZsrY7ItTK/T0tff6j/rvRp6NkpKSmDBhAp6enhgZGeHs7Mzo0aNVn9+/f58qVapgamqKn58fp06dynR/s2fPxsPDg5w5c+Lj48OyZcvUPtfT02P27NnUr18fMzMzRo8ezfv372nTpg1ubm6YmJjg4+PD1KlT1fIFBATQoEEDxowZg52dHZaWlowYMYLExET69u2LtbU1jo6OLFq0SJXn4+m4hw8fRk9PjwMHDlCyZElMTU356quvCA4OVjvWli1bKF68OMbGxri7uzN8+HASExOB5G/uhg0bhrOzM0ZGRjg4ONC9e/e/fN7/LqVSye5tq6nfuDUlylTC2dWLDj2HoQgP5cLpIxrz7dqyksrfNKBi9Xrkd3anVacBGBkZc3T/NlWaqjUb4luoOHnsHHD18KXRzx0JCw3h9asXuggN+G/Ed2D7Suo0aot/6co4unrTuvsIFOGv+fPsYY359m1bQYUaDSlf7TscnNz5ucNgchoZc+LgFgD0DQywsLJVe/155hAly9fA2MRUR9HB6z1HuR0YRMiW/Z+V3qV9U2IfPOVmv/G8uXWfR7NW8HLDHtx6BKjSuPVsxZMFa3m6ZCNvbt7jaudA3sfE4RTwg5aiyNy2TWupXqsuVWt8i5OzK+27/oqRsTEH9+7IMP3OrevxL1Ga735ohqOzK81+aYubhze7tm8EwMwsF0NHT+arClXJ7+iMt28h2nbqyf27wbx+FaLL0ICUe3Drar5r0ooSZSvh7OZFx16fcw+uoso331Hpwz3YOfkePJJyDzq5eNBj4HiKl66Anb0jhfxK0vjnTvx59jjv3yfqKjzgQ4xraNAkgJJlK+Ls5kmnXkNRhIdy/vRRjfl2bl5FlZr1qVy9Lo7ObrTp3A8jIyOO7NuuSlP7u6bUb9wCT9/CugglQ9s3r6FazXpUqVEHJ2c32nfpQ04jYw7uy7iO7lDV0eY4OrnS9Je2uHt4szttHR01Ra2OtunYK9vq6I7Na6hasx6Va9TB0dmNtl36ktPIiMNprkNau7auxa9EGer98BP5nVz58Zf2uHl4s2f7eiC5PuzaspaGP7akZNkKuLh50qX3ECLCQzl/6pguQ1P5L7Qzu7aupWHKPeji5knnXkOTz3km9+COzaup+tE9mPbax7x9w6F92/ilbTcK+5XE3dOXDj0Gc/vmVe7cuqar8MT/IemEZoOBAwcybtw4hgwZwo0bN1i5ciV2dnaqzwcPHkyfPn24dOkS3t7eNGvWTNUh+9imTZvo0aMHv/76K9euXaNDhw60atWKQ4cOqaUbNmwYDRs25OrVq7Ru3ZqkpCQcHR1Zt24dN27cYOjQoQwaNIi1a9eq5Tt48CDPnz/n6NGjTJ48mcDAQOrWrYuVlRVnzpyhY8eOdOjQgadPn2Ya8+DBg5k0aRLnz58nR44ctG7dWvXZsWPHaNGiBT169ODGjRv88ccfLF68WNUx37BhA1OmTOGPP/7gzp07bN68mSJFivylc/5PvA55TmREGIX9Squ2mZrlwt27EHeDM56emJiQwMN7tyjkV0q1TV9fn0J+pTTmiYuL5ej+beSxc8DG1i7DNNrwpccXGvKMSEUoBfzKqLaZmuXG3asw94OvZJgnMSGBR/duUqBoah59fX0KFC3DPQ15Ht27wZMHwXxdrUGWlj+rWZb1J/Sg+hdbr/cdx6qsPwB6hoZYFC9E6IGTqQmUSkIPnsSybDEdljRZQkIC9+/epqh/SdU2fX19iviXIPjW9Qzz3L51naL+JdS2+RcvzW0N6QFi3r5FT08Ps1y6n6aq6R708C7EnUzuwQd3b1HIPzWP6h68pXnadEzMG0xMzTAw0O1slVchz1FEhFHYP7XNSI6xoMY/VJNjDKbwR+1MYf9S3An+9/xxm1pHU+ucvr4+Rf1Laqxzt29dU6vTAH7FS3M7kz/aY2Kyp45+uA5F/NWvQxH/khrLe+fWdYqki6+M6nx8qA9p05ia5cLTp2Cm50Bb/gvtTOo9qH7OP+8eVD8vae/B+3dv8T4xUe0+ze/kim0euy+rE6qnp73Xf9SXNWfy/0B0dDRTp05lxowZtGyZPHXIw8ODr7/+mocPHwLQp08f6tSpA8Dw4cMpVKgQd+/exdfXN93+Jk6cSEBAAJ07dwagd+/enD59mokTJ1KlShVVuubNm9OqVSu1vMOHp07fc3Nz49SpU6xdu5YmTZqotltbWzNt2jT09fXx8fFhwoQJxMTEMGjQICC1Q338+HGaNm2qMe7Ro0dTqVIlAAYMGECdOnWIi4vD2NiY4cOHM2DAANX5cHd3Z+TIkfTr14/AwEAeP35Mvnz5qF69OoaGhjg7O1O6dGmNx4qPjyc+Xn1qiZGRkcb0n6KICAPAwlJ9KqKFpTWRKZ99LDpKQVLS+3R5zC2tef70kdq2/TvXs3rJdOLjYrHP70L/4TPIYWj4t8v7V33p8UUqkmMwt1Ava25LGyIjQjPM8yY6OT7zDOJ7+exhhnmO79+CvaMbnr5+/7zQWmRkZ0t8iHrc8SGhGFrkRt/YCEMrC/Rz5CD+VdhHacIw83HXZVEBiI6KTKlrVmrbLS2tefbkcYZ5FBHhWKarz1YoIsIzTP/uXTzLF82hfKVqmJqaZU3B/4IP92BG9S1SQ5k13YMWlta8ePZIY57NaxZSpWaDf17ovyjyn7QzVunzfNzOZKfUOpq+zj3TUE5FRHi69JaW1igUmdXR2ZSvWF3ndTQqk7r27KmmezAs42ud0h5/uBczSqNQZFwftOm/0M5EZnbONZQ56jPuwciIcHLkMEz3HHZ2XUvx/0NGQnXs5s2bxMfHU61aNY1pihYtqvq3vb09AK9evdK4v/Ll1Z8/K1++PDdv3lTbVrKk+jeSADNnzqREiRLkyZOHXLlyMXfuXB4/Vm9sCxUqhH6aH+i1s7NTG4U0MDDAxsZGY/k+J6bLly8zYsQIcuXKpXq1a9eOFy9eEBMTQ+PGjYmNjcXd3Z127dqxadMmjSPDAGPHjsXCwkLtNXbs2EzLl9aJw7tp+2Ml1Uvb09a+qlSLUVOWMXjMHPI5ODPj90FafSbmS4/v9JGddG1eXvXSxbTDd/FxnDm2618/CirSS0xMZPLYQJQoad/lV50c88Th3bRpUln10kUdjYl5w8QRvcnv5Mb3zdpp/XjHD++hVeOqqtf7TNpskbnExEQmjwsElLTTUR0VWSs72pnjh/cQ0Lia6pXZ303iM+jra+/1HyUjoTpmYmLyyTSGaUaJ9FKG6ZOSkv7Rcc3M1L91W716NX369GHSpEmUK1eO3Llz8/vvv3PmzBmNZflQnoy2fap8mcX05s0bhg8fzvfff58un7GxMU5OTgQHB7N//3727dtH586d+f333zly5Ei6skDy6Gzv3r3VthkZGXH5QVymZfygeOkKePqkrryYkPAOgEhFOJbWqSvaRSrCcXHzznAfuc0t0dc3UHtwHyBKEY6llY3aNlOzXJia5SKfgzOe3kXo8FM1Lpw+TLmKNT+rvH/Vlx6ff+lKuHunPhv2YSGuqMhwLK3zqLZHK8JwcvPJcB+5cifHF5VBfOaWNunSXzi1n3fv4ihXOePVcv9N4kNCMbJTX5nRyM6WhMhokuLieRcaQVJiIkZ5bT5KY0P8y4xHjrUpt7lFSl1TXxxEoQjXuPKipVX6EaVIRUS69B/+uH/9OoRhY4J0NjpRvHQFtVWkExNT6qgiHKs092CUIhxnd68M96HpHoxUpB9hi415y+/DemJsYkrPQeN1snBcidJfq62emZhyH0Z+FGOkIhwX90+0MxHpY/y4nclOqXU0ozqXcTktrazTpVco0o+sJdfRoYS+ekngmKnZMoJmnkld03wP2miomzYpn1urtqWrD24Z13lt+hLbmeR7MOP/6z8+564a2hnzTO/B5DgtrKxJTEzg7ZtotdHQSEU4lhn8f/l/6z88bVZb/rvd72zi5eWFiYkJBw5k/hMKn6tAgQKcOHFCbduJEycoWFDzkuIf0nz11Vd07tyZYsWK4enpyb1797KkTH9V8eLFCQ4OxtPTM93rwyisiYkJ9erVY9q0aRw+fJhTp05x9WrGzz0ZGRlhbm6u9vor03FNTM2ws3dSvfI7uWNhZcP1K+dUaWJj3nD/9nU8fTJ+NjWHoSGuHr7cSJMnKSmJ61fOa8wDoEQJSqVWVzD+0uMzNjEjr72z6uXg5I6FpS23rpxVpYmNecP9O9dw9yma4T5yGBri4lGAm2nyJCUlcfPKWTwyyHP8wBb8SlYit4VVus/+bRSnL2FTtazaNttqXxFx+hIAyoQEIi9ex7ZqudQEenrYVCmH4vSfOixpMkNDQ9w9vbl66YJqW1JSElcvXcTHt1CGebx9C3H18kW1bZf/PIe3b9qOX/Ifhi+eP2Xo6CnkNrfQTgAZMDE1I5+Dk+qV38kt+R68nHo/xcS84d7t63hlcg+6efqq5Um+B8/h6ZuaJybmDeMDu2OQw5Dev00kZ86//2jCX5EuRmc3LK1suH75fJqyveXe7Rt4aVhQKDlGH65fSc2TlJTE9cvn8fLJvkWIPqaqo5c/qqOXL6jVubS8fQur1WmAK3+exzvNufjQAX35/ClDdFxH0/pwHa5dVr8O1y5fUCtvWl6+hbiWLr7UezCvnQOWVjZqaWJi3nI3+IbGfWrTl9vOOKpejin34LW/cQ9eu6J+XtLeg+6evhjkyKG23+dPHxH6OkTjfoUAGQnVOWNjY/r370+/fv3ImTMn5cuX5/Xr11y/fj3TKbqa9O3blyZNmlCsWDGqV6/Otm3b2LhxI/v3Z75SppeXF0uXLmXPnj24ubmxbNkyzp07h5ub298N7W8bOnQodevWxdnZmUaNGqGvr8/ly5e5du0ao0aNYvHixbx//54yZcpgamrK8uXLMTExwcXFRSfl09PTo1a9pmxZu5B89k7ksXNg/co5WFrbUqJsJVW6sUM6U7JsZWrUSX6mtvZ3zZk7dThungVw9yrEnm2riY+LpWL15NGyVy+fcfr4Por4lyG3hRXhoa/YvmEJOY2M8CvxVYZlkfj+XnzV6jZnx/r55LV3xtbOgS2rZmNpnYdipSur0k0K7ECxMlWo+m3ys8016v3EwumBuHoWxM2rEPu3reRdfCzlq9ZX2/+rF4+5c+Mi3QdP01lMaRmYmWLmmfpbkqZujpj7+fIuPJK4Jy/wGdUb4/x2XG7VH4BHc1fj0vknfMf25cniDdhWKYt949qcq99BtY8HQYvwWzgexYVrRJ67gmv3luQwM+HJko06jw+gXsMmzJg8Fg8vHzy9C7Bjyzri42KpUuNbAKZNGo2NjS0/BSTH8G39RgQO6M7WjaspUaocx48e4P7dYDp26wsk/2E4ccwQHty7zcDA8SS9f09EePKzS7lym2c4w0Kb9PT0qFW/KZvXLsLOwYm8dg6sX/FHuntwzG9dKFm2Mt/UbQxA7e+a8UfQCNw8C+DhXZDdW1cTHxdHpWrJ92BMzBvGD+3Ou/h4OvUeTmzMW2Jj3gIpIxwGBjqO8Uc2rVlMPgcn8tjZs275PCytbSlZtqIq3ejBXSlZrhI1U2L8tkEz5kwZibunLx7ehdi1ZTVxcXFUqp4660AREYYiIoyQ58kL5D15dA9jE1Ns89iRK7du/uiv2+BHZk4Zg4eXr3odrZ5cR6dPGoW1jS0/BXQEoE79RgQO6Ma2jaspXqocJ44e4N7dW3TomlpHJ41NrqMDho4nKSmJiJRnZ3Pl0n0drdPgR2ZPGY27ly+e3gXZuWVtcl2rnrx+xcxJI7G2saVZQCcAatdvwogBXdi+cRXFSn3FyaP7uX/3Fu27JrdDenp61P6uCZvWLCFffkfy2jmwdvk8rKxtKVmugk5j++C/0M7Urt+EzWuWkC+lnVm3fG7yOU9zD44a3I1S5SpRs24jAOo0aMrsKaNw90y+9ru2rEm59sn3oKlZLqr8j737Dovi+B84/galK90CSpVmA1Q0amLXqLEmxh4Ve4lRY9RoEns3dk3MN/bejbH87DXG2LtRVJTYkXZUQZD7/QEeHNxh4w7Fz+t59tHbm13mszM7d3szO9ugGasWz6VQYUvMzC1Y9r+ZePqUy18XoR/wo1R0RS5C88DIkSMpWLAgo0aN4uHDhzg4ONCnT5832lfLli2ZM2cO06dPZ+DAgbi5ubF06VJq166d43a9e/fm/PnztG3bFgMDA9q3b0+/fv3YtWvXG+XjbTRs2JAdO3Ywbtw4pk6dipGRET4+PvTo0QMAa2trpkyZwuDBg3n+/Dnly5dn+/bt2Nnpb5hHky86k5SYyJJfJ6U/SN6PoaPnqPUqPHn8gNgYhep11RoNiI2JYvOa39MfJO/F0NFzVMORjIyMCfr3Anu2rSM+PgYrK1u8y1Zg1JTF2YbTSXxvp9HnXXiW9JSVv00gIT4Wz9L+DBw5H6NM8YU9vk9cpvgqf9KQ2Jgo/ly7gJj0obsDR87PNhz32IE/sbErRhn/auQFq0rlqHYg47FMZaanTRp2b8UWLnUfgYlDEcycHFTvPw25z+nmvSkzYwSu33Qm8f5jLvf+ifB9x1RpHm3chXERW7xGD8CkeBFiLl7jVNMePHuSN5NMfFyzHjHRCtatWoIiKhJXdw9+HDddNRwsPCwUw0xDpXzKlGfg0FGsW7mINcsX4lCiJMN+moiza9rESpERYZw5mTaCZMg33dT+1pjJcyjnq/9ZgJt+0YmkxKcs+WVy2jlYxo9hY15+DsZEK1TnoIu7F8PGzMYqfQhoSHAQwTfSZur8rrf643VmLfyDIsUcdR9YJs1afUVS4lMWzZ+SHqMvw8fOUosx9PEDYmOiVa+r1ahPTHQUm1YvQhEVgYu7J8PHzlKbKGX/rj/Ysnax6vW44WkXQr0H/qS6SNK1F3V0/arFWuuogWFGHfUuXZ6BQ0ezduVC1qz4HQfHkgz7cVKWOpp2Tg4doD6p4JhJcymr5zpavWZ9YqIVbFy1CEVUZFo5jJuRY3zfDB3D+pW/s27F/yjuWJIhP07GyTVjcrPmrTqSlPiUhfOmkRAfh3cZX4aPm6G33vqsPoR2Ju0cTGTR/KkZx3zsTA3noEL1Ou0cVLBp9cKMsh87U23YcaceAzAwMGDW5B9ISU7Gt+JHdOs7RJ+hifeQgVKpVOZ1JoTQh1PXo1+e6D1Vxccq38d39Gp8XmdDp2qWtWCnkeZ7VPODJslBXL6l/2fj6Ut5j2KcDlLkdTZ0qrK3NWdvaJ5FMz+o5GXLpZs5T7L3vvP1LMr5m/q/t1tfKnja5/t25tyN/D3jbEWvd/M+0sTdi3S2b9NGPXS273eZ9C0LIYQQQgghhNAbGY4rhBBCCCGEENrI7Li5TnpChRBCCCGEEELojfSECiGEEEIIIYQ2MjturpOLUCGEEEIIIYTQRobj5jq5rBdCCCGEEEIIoTfSEyqEEEIIIYQQ2hhKv11ukyMqhBBCCCGEEEJvpCdUCCGEEEIIIbRQyj2huU56QoUQQgghhBBC6I30hAohhBBCCCGENvKIllwnR1QIIYQQQgghhN5IT6gQQgghhBBCaCM9oblOLkKFEEIIIYQQQguZmCj3yWW9EEIIIYQQQgi9MVAqlcq8zoQQQgghhBBCvIsSjm7Q2b7Na7bR2b7fZTIcV3wwLtwMy+ss6Iy/ZxEOXX6a19nQmTrlzdhxLiWvs6FTTSsW5PKt0LzOhs6U9yjGTiPvvM6GzjRJDuJMUFReZ0OnArxt8n0dPR2kyOts6FRlb2vO3ojM62zoTCUv23xdhpW9rbl080leZ0OnfD2L5nUWhJ7IRagQQgghhBBCaCP3hOY6uSdUCCGEEEIIIYTeSE+oEEIIIYQQQmhjKP12uU2OqBBCCCGEEEIIvZGeUCGEEEIIIYTQQp4TmvvkIlQIIYQQQgghtDGQwaO5TY6oEEIIIYQQQgi9kZ5QIYQQQgghhNBCKT2huU6OqBBCCCGEEEIIvZGeUCGEEEIIIYTQRiYmynXSEyqEEEIIIYQQQm+kJ1QIIYQQQgghtJB7QnOfHFEhhBBCCCGEEHojF6Hirbm6ujJ79mzV68ePH9OgQQMsLCywtrbOs3wJIYQQQgjx1gwMdLd8oGQ4rsh1s2bN4tGjR1y4cAErK6tX2mbZsmUMGjQIhUKh28y9gT07NrN9y1oUUZG4uJWia+9v8fAuozX9P8cOsmHVIsJCH1PcsSQdA/tSoXI11fsnjx9h/66t3L4VRFxsDFPnLsXV3VMfoWilVCrZvn4Bx/Zv4WlCLKW8/Wnf6weKObjkuN3hXevYu205MYoISrp40bb797h5lle9H/b4HptWzCT4+gVSkp9Rxr867boPx9LaTtchqVEqlezZNJ8TBzfxND4WN+8KtOo2iiI5xBd87QyHdyzh/u1/iVGEETh4LuUr11NLs3bBD5w5+qfaOm/fj+k14nedxKHNrh1b2LZ5naqOdu8zEM8c6ujxvw6xbtViwkIf4+BYgq+69qFieh1NSUlh7YqFnD9zgtDHjzC3sKC8fwBfBfbG1s5eXyGp2H4SgPt33bGqWA5Tx6KcadWP0G0Hct6mZhXKTB9OoTKeJN57xK3JC7i/4g+1NC59O+A+uDsmxYsQc+k6VweNJ/r0ZV2GkiOlUsnmNQs5tPdP4uPj8Cpdnm59h1Hc0TnH7fbu3MTOP1YRHRWJs5sHXXp9Rymvsqr3D+7eyvGje7gTHETi0wR+X7MPi0KFdR2ORrlZTwHWr17C30cPEhH2hIIFC+Lu4U37zj3x8tG+T11KK8PfObT3TxLi4/Aq7UvXVyjDfTs3svOP1URHReDs5knnLGW4+JfJXL14mqjIcExNzfD0KU+7wP44lnTVcUTZKZVKNq1eyKG924iPj8WrtC/d+g3DwdEpx+327tzEji2rM+pp78F4ZIrxwO6tHD+yl5DgIJ4+TWDh2r15Uk91UYZxsdFsXrOQyxdOEhEWiqWlNZWq1uLLjr0xtyikj7BUdu/YwrZM32e69R6U4zn4z7FDrMv0fearQPXPinUrF3LuzAmePH6Y9lnhF0DHwD558lmhczIcN9fJERW5Ljg4mEqVKuHp6UnRokXzOjtv5fjRA6xYNJ9W7bsyZc5iXNw8mDRqMNGKKI3pg65dZu60sdRp0JQpc5dQuWoNfp44grsht1VpkhKf4l3Glw6BffUVxkvt3bqMQ/+3hg69fuT7SSsxNjFj3vh+JD9L0rrNmb/3sGn5DJq27s0P09ZS0tWLeRP6ERMdCaTFOWd8Xwww4NvRvzN0wjKepyTzy5QBpKam6is0AA5tX8xfu1fzZffRDBy/FmMTM36f0ivH+J4lPcXR2Zsvuv2U4759/D5h9ILDquWrb37O7ezn6O+jB1i+8Bdadwhk2txFuLp5MGHkEK119Pq/l5k9bRz1Pm3Cz3MXUblaDaZN+FFVR5OSErkTfJMv23dh2txFDP1xAg/v32XKuBH6DEulgIU5MZeCuDJg7CulN3MtSeVt/yPi8EmOBbTgzrzllP/fBOwbfKJK49C6MaV/HsHNCb9wrMrnxF66zkc7F2NcxFZXYbzUji0r2bNjA137fs+4nxdhYmLGlNGDeJZDHf3nr32sXjyHL9r1YMKs5Ti7ejJl9CCiFZGqNElJifhWrEaL1oF6iEK73K6nAI4lnOjRZxAzf1nGhJ9/oWix4kwY+R3R0Qo9RaVux5aV7N2xgW59v2fsz4sxMTFl6uiBOZbhifQy/Lxd9/Qy9GDq6IFqZehWyodeA0Yy7Zd1DBs7ByUwddQAUp8/10NU6rZvXsWeHRvp1m8Y46cvxtTUjCmjXlZP97Nq0Vy+aN+dibOX4ezmyZRR36rF+CwpEb+KVWnRuos+wtBKF2UYFRmOIjKMDl0HMGXeGnoNHMWlc/+wcN4EfYUFpJ+Di+bTun0gU+cswsXNg4mjvsvx+8zsaWOp26AJ0+YupkrVGkyb+IPaZ8Xt4Bt82a4LU+csZsgPE3n44C5Txw/XZ1jiPSYXoQKATZs2Ub58eczMzLCzs6N+/frEx8dTu3ZtBg0apJa2ZcuWBAYGatyPq6srmzdvZsWKFRgYGKjSzZw5k/Lly2NhYYGTkxP9+vUjLi4OgMOHD9O1a1eio6MxMDDAwMCAMWPGAJCUlMSQIUMoUaIEFhYWfPTRRxw+fFg3B0GDnVvXUa9hM+o0aEJJZzd6fD0UYxNTDu3boTH9rm0b8a/0Ec1bdaCkkyttO/XErZQXe3ZsVqWpWbcRX7bvSnn/AH2FkSOlUsmBnatp3Kon/lXqUNLVi67fjEcRFcaFU4e0brd/+0o+rv8F1eu2xNGpFB16/YSRiSnHD24FIPj6eSLCHtKl/zhKuHhSwsWTwP7juRv8L0FXTukpurT4ju5aSf3Pe1MuoC6OLt607zeZmKgnXDmjvUettH8NGrcdSPnK9XPcfwEjYyyti6gW80Kv1vufW7b/sYH6jZpSt8FnODm70qv/d5iYmnJw706N6f9v2yb8K1WhRav2lHR2pX2nHriV8mLXji0AWFgUYtTEmVSvUZcSJZ3x8ilLj76DuH0riLAnofoMDYCwPUe5MXo2oX/uf6X0Lr3a8fTOfa4Nm0rc9dv89+tqHm/eg9vAQFUat0Fdubd4A/eXbyHuWjCX+43meUIiToGtdBRFzpRKJbu3radlm64EVK2Js5snfb8djSIynLMnjmrdbtefa6nzaQtq1W9KSWc3uvX7HhMTU47sz2ifGrdoR/MvO+PhXVbrfvQht+spQI3aDfCtEEAxB0ecXNzo0rM/CQnx/HcnWF9hqaSV4TpatOlKpaq1cHbzpM+3Y9LL8IjW7TLKsBklnN3p2m94ehluV6Wp2+hzfMpVoEgxR9xK+dC6Y28iwkMJe/JIH6GpZNTTwPR66kHfb0ehiAznTA719P+2rqVOw+bUTq+n3fsNw8TEhCP7stTT1p3x8Cmnj1A00lUZOrmUYuCIqVSsUoNiDiUp6xdA66/6cv7UMZ4/T9FXeOzYul71fcbJ2Y1eXw/B2MSUg/s0n4M7Vedg2veZdp164F7Ki92ZPysmzFL7rOje59s8+6zQNaWBgc6WD5VchAoePXpE+/bt6datG9euXePw4cN88cUXKJXK197X6dOnadSoEW3atOHRo0fMmTMHAENDQ+bOncvVq1dZvnw5Bw8eZNiwYQBUr16d2bNnY2lpyaNHj3j06BFDhgwBoH///vzzzz+sW7eOS5cu0bp1axo1asTNmzdz7wBokZKczO1bN9QuFg0NDSnvH8DN61c1bnPj+hXKZbm49Kv4ETeuX9FpXt9G+JMHxCjCKe37kWqdmUVh3DzLc/vGRY3bpCQnc/f2NbVtDA0NKV3+I24HXUpLk5KMAQYUNDJWpSlobIKBgSG3rp3XUTTZRT65T6wiHK9yVVXrzMwL41zKl/9uao7vdQT/e5rRvWswZXATNi0eR3ys4q33+aqS0+uob7Y6WokgrXX0Kr7+ldTW+Veswg0t6QES4uMxMDDAopB+h469Ceuq/oQf/EdtXdi+Y9hU9QfAwMgIq4plCT9wPCOBUkn4weNYV62gx5xmyl/oQxRREZT1q6xaZ25RiFJeZbkZpHmIcEpyMnduBVHOP2MbQ0NDyvlV5ub1vBtWrIk+6mlycjL7dm3D3KIQrm6lci/zrygs9CHRURGU86uiWvdqZXidsv4Z2xgaGlLWrzK3tJRhYuJTjh7YQZFijtjZF8vdIF7iSXo9zVzn0mIsw00tn3GqeuqXpZ76V+Zm0Lv1uaivMgRISIjDzNyCAgX0c1dcxjmYcU4ZGhri6x+g9Zy6cf2K2jkL4FexSo7fZxIS3p/PCpH35J5QwaNHj0hJSeGLL77AxSXtHrny5cu/ZCvNihQpgomJCWZmZhQvXly1PnNvqqurKxMmTKBPnz78+uuvGBsbY2VlhYGBgdo2d+/eZenSpdy9exdHR0cAhgwZwu7du1m6dCmTJk3SmIekpCSSktSHzpiYmLx2LDEx0aSmPsfKWn2InpW1LQ/v/6dxG0VUJNbWNlnS26gNO3rXxESFA2S7T7OwlS0xigiN28TFRpGa+hxLqyzbWNvx+EEIAG6e5TE2NeOPVbNp2eEblEr4Y/UcUlOfE6MIz/1AtIiJTvtbha3U71EpbGX31vnw8fuE8pXrY1e0JOGh99i1fjYLp/ZmwLg1GBoWeKt9v4pYVR1Vr3PW1rY8uHdX4zZpdTRrnbZBEaW5jj57lsSqpb/xca16mJtb5E7GdcikmD1JoerlmhQajpFVYQxNTTCyscKwYEGSnkRkSROBhbe7PrOqoohKy4umtubFe1nFxig0tk+W1jY8TD8H3xW6rKdnTh1n9tSxJCUlYmNrx6gJM7C0ss7V/L+KF+Vkma08bInWcm5pK0Mra1sePVD/jNn3f5tYt2w+SYlPcSjhwvBx8yhoZJSLEbxcdA71NPpl9dTm1T9H84quyzDzNlvXL6FOw5Zvn+lXFKv1+4wND3L4PpM1vbW1LQot32fSPisW8HHN+u/FZ8Vrk3tCc50cUYGfnx/16tWjfPnytG7dmoULFxIVpfkegTe1f/9+6tWrR4kSJShcuDCdOnUiIiKChIQErdtcvnyZ58+f4+XlRaFChVTLkSNHCA7WPtxq8uTJWFlZqS2TJ0/O1XjeZyeP7mTgV9VUi66GAxW2sqXX4GlcOnOUgV9V59vOn/A0PhZn99IY6LAxP3tsByMCA1RLaoruhjtVqP4Z5QLq4uDsRfnK9eg+9FfuBV/h1r+ndfY39SklJYWZk0ejREmvr7/L6+zkG38f3k23NnVUiz6H5OU35Xwr8PO8xUyc/iv+Faswc8porfe45aa/D++me5vaqkXXZfhxrUZMnL2Cnyb9RvESzsyb9kOO9ynmhmOH99C1dV3V8lyHbWle0HcZQloP6PRxgynh5MYX7Xvq/O/pS0pKCjOnjAaU9JTPCr345ZdfcHV1xdTUlI8++ohTp7Tf5rRw4UJq1KiBjY0NNjY21K9fP1v6wMBA1S1xL5ZGjRrpNAbpCRUUKFCAffv2cfz4cfbu3cu8efP48ccfOXnyJIaGhtmG5SYnJ7/W/kNCQmjatCl9+/Zl4sSJ2NracuzYMbp3786zZ88wNzfXuF1cXBwFChTg7NmzFCig3qtUKIehHiNGjGDw4MFq60xMTLh2N+a18m1paYWhYYFsvZjRikisbTTP7mptY4siyxegaEVUtl8T85Jf5dpqM9impDwDIEYRgZVNEdX62OhISrp6adxHocI2GBoWICZa/dfvWEUEltYZPY5l/Ksz4ZcdxMVEYVigAOYWlgzrUQ/7YiVyMyQ1ZSvVwcUjU3zp9TU2OhxLtfgiKOHqk6t/266YExaFbYh4fBcyDf/VlcKqOqpe5xSKSKxtNNe5tDqatU5HZUv/4ktFWFgoYybNfm9+2U4KDcekmHqvt0kxe5KjY0lNTOJZeBSpKSmYFLXLksaOpMf66aGvWKWG2uynKSlpdTRaEYmNbUbeoxWRuGiZObuwpbXG9ilGEYWVnmeffhld1lNTUzMcHEvi4FgSL5+y9O/ZngN7d/JFm69yN4gstJVhTJYyjFFE4vyaZRityN4DZW5RCHOLQhR3dMbDuxy9O9TnzD+HqV6rYW6FlE2lKp/g4ZUxc+qLtlRzPdX8WaGKMerVP0f1Rd9l+DQhnp/HDMLUzJxBP0ylYEH9fQUvrPX7TFSO32eyplcoso9QSPusGEX4k8eMnjTnvfmseF1K3p17N9evX8/gwYP57bff+Oijj5g9ezYNGzYkKChI44Sghw8fpn379lSvXh1TU1OmTp3Kp59+ytWrVylRIuP7WKNGjVi6dKnq9ZuMInwd0hMqADAwMODjjz9m7NixnD9/HmNjY/744w+KFCnCo0cZkx88f/6cK1de7z6Os2fPkpqayowZM6hatSpeXl48fPhQLY2xsTHPs8z0V6FCBZ4/f86TJ0/w8PBQWzIP283KxMQES0tLteVNTqSCRka4e3hx+eJZ1brU1FSuXDyLp4/mST68fMpx5cIZtXWXz5/GKw8nW8jK1MyCog7OqsWhZCksre25fjnjV7GnCXHcuXkZdy8/jfsoaGSEs3tptW1SU1O5fvkU7t6+2dIXsrTB3MKS65dPERsdiW9A7VyP6wVTMwvsi7uolmIlS1HY2p6bV06q0iQmxHE3+BIunprje1OKiMckxCkobG3/8sS5wOhFHb2gXkcvXziHt9Y6WpbLF8+prbt4/jRePpm/jKVdgD56eJ9RE2dR2FK/ky29DcWJC9jVVf8BwL5edaJOXABAmZxM9Lmr2NfNeNQHBgbY1amG4oR+7lU2M7eguKOTainh5Ia1jR1XL2b0oCckxBN84yqe3ppvjShoZISbh7faNqmpqVy5dBpPnze7nUJXdFVPNVGmKklOfvb2mX4JTWVola0M416hDH2yleHVS6fxyKEMlShRKpWqiyZdyRaj84t6mvEZl1ZP/8VTy2ecqp5eytgmNTWVqxfP4Omdt5+L+izDhIQ4po4eQIGCRgz+aTrGxrr9cp+VkZbvM5cvntV6Tnn5lFM7ZwEunT+j9n3mxQXo44f3GfmefVa8z2bOnEnPnj3p2rUrZcqU4bfffsPc3JwlS5ZoTL969Wr69euHv78/Pj4+LFq0iNTUVA4cUJ+c0cTEhOLFi6sWGxsbjfvLLXIRKjh58iSTJk3izJkz3L17ly1bthAWFkbp0qWpW7cuO3fuZOfOnVy/fp2+ffu+9rM8PTw8SE5OZt68edy+fZuVK1fy22+/qaVxdXUlLi6OAwcOEB4eTkJCAl5eXnTs2JHOnTuzZcsW7ty5w6lTp5g8eTI7d2qezS23NWnZjoN7tnPkwC7u3wth0a/TSUp8Su36TQCYP2M8a5ZlxNK4eWsunjvJ9i1reXDvPzauXkzwres0bJox62ZcbAwht2/y4G4IAA/v3yXk9k2t937pmoGBAfWadGTX5oVcPH2YB//dZNm8n7C2KYJ/lTqqdLPG9OLQrnWq1/WbdeLY/i38c3gbj+7fZu3CiTxLekr1Oi1UaY4f3MrtG5cIe3yPk0d3snDGUOo1/YriJVz1Gl/Nxp3Yv/V/XDlzkEd3b7BmwQgsbYpSLiDjuZ8LJnTj2J7VqtdJifE8CLnGg5BrAESG3edByDWiwh+q3t++ejr/3bxIZNgDblw5wdIZ32BXzBkfv0/Ql2aft2H/nh0c3r+L+3dDWPjLDJISn1KnwWcAzJ0xkdXL/qdK/1nzL7lw9iTbtqzjwb3/WL96CbdvBdG46RdA2peK6ZNGEnzzOgOHjCT1+XOiIiOIiox47VEQuaGAhTmWfj5Y+qX1Wpu7lcTSzwdTJwcAvCcMxm/pVFX6/35fh7mbEz6Th2Lh7Y5Lnw44tG7MnTnLVGnuzF6KU/c2lOjUkkI+7pT7ZQwFLcy4t3wLecHAwIBGzduydcMyzp48yt2QW/w2ayzWtvZUqlpTlW7ST/3Zu2Oj6nXjFu05tHcbRw/s5MG9OyxdMI2kxERq1WuiSqOIiiDk9g1CH90H4N5/wYTcvkFcbLT+AiT362li4lNWL/+dG9evEvbkMcE3g/hl9hQiI8Kp/kkdjXnQpbQybMfWDUs5e/Io90Ju8T9VGdZSpZv009fZyvDw3j8zleHU9DJsCsCTxw/YtnEZd25dIzzsMTeuXWLu1B8wNjHBr1L1PIixLX+sX8bZk39xN+QWC2aOw9rWnoBM9XTij/3ZkynGz1q259CeF/U0hCW/TiMxMZFa9Zuq0qjq6cO8q6e6KsOEhDimjhpAUmIiPb/5kacJ8SiiIlBERej1MTtNW7blwJ4dHE7/PrPw1/RzsH7aOThvxgRWZ/o+06T5l1w4d5Lt6efghtVLCL51nUaZPitmTB7J7VtBDBgyitTUVKKiIoiKypvPCl1TGhjqbElKSiImJkZtyTq3yQvPnj3j7Nmz1K+fMXO/oaEh9evX559//tG4TVYJCQkkJydja6veq3348GGKFi2Kt7c3ffv2JSJCt99LZTiuwNLSkqNHjzJ79mxiYmJwcXFhxowZNG7cmOTkZC5evEjnzp0pWLAg3377LXXqvN4HvJ+fHzNnzmTq1KmMGDGCmjVrMnnyZDp37qxKU716dfr06UPbtm2JiIhg9OjRjBkzhqVLlzJhwgS+++47Hjx4gL29PVWrVqVp06Y5/MXcU71mPWKiFWxYtQhFVCSu7h6MGDdDNSQsIiwUQ8OM33K8S5fnm6GjWb9yIetW/E5xx5IM/XEyzq4ZE56cOXmMBbMzJlWaM200AF+270rrjt31EldWn7YMJCnpKav/N56E+Fg8fCrwzU+/YpTp19qw0HvExWQMpwv4uCGxMVFsX7eAGEU4JV29+ebHX9UmOAp9+B9b18wjPi4auyKONG7Vg3pNdTtMTpM6zbrzLOkpmxaN4WlCLG7eFek1/H9q8UWE3lOb2fbe7assGN9V9XrbymkABNRsQfu+kzA0LMDDu0GcOfonT+NjsLQpirdvdRq1/kZtRmBd+zi9jq5btURVR38cN11VR8PDQjHMNAW8T5nyDBw6inUrF7Fm+UIcSpRk2E8TVXU0MiKMMyf/BmDIN93U/taYyXMo56vfGWStKpWj2oGVqtdlpv8AwL0VW7jUfQQmDkUwS78gBXgacp/TzXtTZsYIXL/pTOL9x1zu/RPh+46p0jzauAvjIrZ4jR6ASfEixFy8xqmmPXj2JG9+CAJo+kUnkhITWfzLFBLi4/Aq48v3Y2ar9ZiEPr5PbIxC9bpajQbERivYtGYh0VERuLh78v2YWVhlGl53YNcWtqxbrHo9fkQfAHoN/En1JVkfcrueGhoa8uDefxw5sJuY6GgKW1pSytOH8dPm4eTipre4Mksrw6cs+WVyehn6MWzMHLUyfPL4gVoZVq3RgJhoBZvX/J5ehl4MGzNbVYZGRsYE/XuB3dvWER8fi5W1LT5lKzBq6qI8uc2jWauvSEp8yqL5GfV0+NhZWerpA2JjMi4eq9WoT0x0FJtWL0KRXk+Hj52lNlnR/l1/sGVtRj0dNzztOdq9B/5ErfoZP6romi7KMCQ4iOAbaTPQftdb/TFQsxb+QZFijroPjIxzcP2qxVrPQQPDjHPQu3R5Bg4dzdqVC1mz4nccHEsy7MdJWT4r0trVoQO6qv2tMZPmUlbPnxXvs8mTJzN2rPqzsF98D84qPDyc58+fU6yY+uzYxYoV4/r166/0977//nscHR3VLmQbNWrEF198gZubG8HBwfzwww80btyYf/75J9stcbnFQPkmz+EQ4j104WZYXmdBZ/w9i3Do8tO8zobO1Clvxo5z+WtSjKyaVizI5Vv579lqL5T3KMZOI++8zobONEkO4kyQ7ifEyUsB3jb5vo6eDlLkdTZ0qrK3NWdvvLuztb+tSl62+boMK3tbc+nmk7zOhk75ema/p/FdoLhwWGf7NitdTeNTHTTdSvbw4UNKlCjB8ePHqVYt47aSYcOGceTIEU6ePJltm8ymTJnCtGnTOHz4ML6+2W+feuH27duUKlVKNbGoLkhPqBBCCCGEEEJooTTQ3cRE2i44NbG3t6dAgQKEhqr/IBgaGprjfCkA06dPZ8qUKezfvz/HC1AAd3d37O3tuXXrls4uQuWeUCGEEEIIIYR4xxkbG1OpUiW1SYVeTDKUuWc0q2nTpjF+/Hh2795NQEDAS//O/fv3iYiIwMHB4aVp35T0hAohhBBCCCGEFkodPt/8dQ0ePJguXboQEBBAlSpVmD17NvHx8XTtmnZvbufOnSlRogSTJ08GYOrUqYwaNYo1a9bg6urK48ePgbTHHRYqVIi4uDjGjh1Lq1atKF68OMHBwQwbNgwPDw8aNtTdY6DkIlQIIYQQQggh3gNt27YlLCyMUaNG8fjxY/z9/dm9e7dqsqK7d++qTZq5YMECnj17xpdffqm2nxeTHxUoUIBLly6xfPlyFAoFjo6OfPrpp4wfP16nzwqVi1AhhBBCCCGE0EaH94S+if79+9O/f3+N7x0+fFjtdUhISI77MjMzY8+ePbmUs1f37vQtCyGEEEIIIYTI96QnVAghhBBCCCG0eJfuCc0v5IgKIYQQQgghhNAb6QkVQgghhBBCCC2UvFv3hOYHchEqhBBCCCGEEFrIcNzcJ0dUCCGEEEIIIYTeSE+oEEIIIYQQQmjzjj2iJT+QnlAhhBBCCCGEEHojPaFCCCGEEEIIoYVS+u1ynRxRIYQQQgghhBB6Y6BUKpV5nQkhhBBCCCGEeBeFXjurs30XK11JZ/t+l8lwXPHBuHTzSV5nQWd8PYtyOkiR19nQmcre1ly4GZbX2dApf88i+b4MzwRF5XU2dCbA24adRt55nQ2dapIclO/b0fM3w/M6GzpVwdM+X8dYwdOeszci8zobOlPJyzZfxwdpMYoPg1yECiGEEEIIIYQW8pzQ3CcXoUIIIYQQQgihhRJ5REtuk8t6IYQQQgghhBB6Iz2hQgghhBBCCKGFDMfNfXJEhRBCCCGEEELojfSECiGEEEIIIYQWSgO5JzS3SU+oEEIIIYQQQgi9kZ5QIYQQQgghhNBCZsfNfdITKoQQQgghhBBCb6QnVAghhBBCCCG0kNlxc59chAohhBBCCCGEFjIcN/fJZb0QQgghhBBCCL2RnlAhhBBCCCGE0EKG4+Y+OaIfAFdXV2bPnq3TvxESEoKBgQEXLlx45W0MDAzYunWrzvIkhBBCCCGEePdIT6h4bYGBgSgUCrULSCcnJx49eoS9vf0r7+fRo0fY2NgAaRexbm5unD9/Hn9//1zO8dvZvWML27asRREViYtbKbr1HoSndxmt6f85doh1qxYRFvqY4o4l+SqwDxUrVwMgJSWFdSsXcu7MCZ48foi5hQXl/QLoGNgHW7tXP3a5TalUsnnN7xza+ycJ8XF4lfala99hFHd0znG7fTs3svOP1URHReDs5knnXt9RyqssAHGx0Wxes5DLF04SERaKpaU1larW4suOvTG3KKSPsFT27NjM9kxl2LX3t3jkWIYH2ZCpDDsG9qVCehkCnDx+hP27tnL7VhBxsTFMnbsUV3dPfYSiVX4vw7T4FnJo75/Ex8fhVbo83V4hvr07N7Hzj1VER0Xi7OZBl0zxARzcvZXjR/dwJziIxKcJ/L5mHxaFCus6HDW2nwTg/l13rCqWw9SxKGda9SN024Gct6lZhTLTh1OojCeJ9x5xa/IC7q/4Qy2NS98OuA/ujknxIsRcus7VQeOJPn1Zl6HkKL+3pWntzBpVXXtZO3Pi2EE2rFqoiq9DYF8qVK6uel+pVLJx9SIO7tlOfHws3qV96d5vCA4lnPQRTja5Hd+p44fZt2srd9Lb0Slzl+Lq7qWPULRSKpVsWr2QQ3u3ER8fi1dpX7r1G4aDY87HfO/OTezYsjqjnek9GI9M7cyB3Vs5fmQvIcFBPH2awMK1e/XezkD+j0+X5J7Q3Cc9oSJXFChQgOLFi1Ow4Kv/rlG8eHFMTEx0mKu39/fRAyxfNJ/W7QOZOmcRLm4eTBz1HdGKKI3pg65dZva0sdRt0IRpcxdTpWoNpk38gbshtwFISkrkdvANvmzXhalzFjPkh4k8fHCXqeOH6zOsbHZsWcneHRvo1vd7xv68GBMTU6aOHsizZ0latznx1z5WL57D5+26M2HWcpxdPZg6eiDRikgAoiLDUUSG0aHrAKbMW0OvgaO4dO4fFs6boK+wADh+9AArFs2nVfuuTJmzGBc3DyaNGpxjGc6dNpY6DZoyZe4SKletwc8TR6jKECAp8SneZXzpENhXX2G8VH4uQ0iLb8+ODXTt+z3jfl6EiYkZU0YPyjG+f9Lj+6Jdj/T4PJkyepAqPkg7J30rVqNF60A9RKFZAQtzYi4FcWXA2FdKb+Zaksrb/kfE4ZMcC2jBnXnLKf+/Cdg3+ESVxqF1Y0r/PIKbE37hWJXPib10nY92Lsa4iK2uwshRfm9Ljx/dz8pF8/iyfTcmz1mCi5sHk1/azoxJb2eWElC1BtMnjuBepnZm2+bV7N6+iR5fD2XCjIWYmJoyedTgHOu8rugivsTERHzesXZ0++ZV7NmxkW79hjF++mJMTc2YMupl7cx+Vi2ayxftuzNx9jKc3TyZMupbtXbmWVIifhWr0qJ1F32EoVV+j0+8X+QiVM9SU1OZNm0aHh4emJiY4OzszMSJEwG4fPkydevWxczMDDs7O3r16kVcXJxq28DAQFq2bMn06dNxcHDAzs6Or7/+muTkZFWaJ0+e0KxZM8zMzHBzc2P16tVqf1/TsFmFQoGBgQGHDx9Wrbt69SpNmzbF0tKSwoULU6NGDYKDgxkzZgzLly/nzz//xMDAQLVd5v2mpqZSsmRJFixYoPa3z58/j6GhIf/99x+gPhzXzc0NgAoVKmBgYEDt2rU5evQoRkZGPH78WG0/gwYNokaNGm9WAK9px9b11GvYjDoNmuDk7Eavr4dgbGLKwX07NabfuW0T/pWq0KJVB0o6udKuUw/cS3mxe8cWACwsCjFqwiyq16hLiZLOePmUpXufb7l9K4iwJ6F6iSkrpVLJ7m3raNGmK5Wq1sLZzZM+345BERnO2RNHtG6368+11Pm0BbXqN6OEsztd+w3HxMSUI/u3A+DkUoqBI6ZSsUoNijmUpKxfAK2/6sv5U8d4/jxFX+Gxc+s6VRmWdHajx9dDMTYx5dC+HZrj2rYR/0of0Ty9DNt26olbKS/27NisSlOzbiO+bN+V8v4B+gojR/m9DNPiW0/LNl0JqFoTZzdP+n47Oj2+o1q3y4ivKSWd3ejW7/v0+DLKvnGLdjT/sjMe3mW17kfXwvYc5cbo2YT+uf+V0rv0asfTO/e5Nmwqcddv89+vq3m8eQ9uAwNVadwGdeXe4g3cX76FuGvBXO43mucJiTgFttJRFDnL723pzq3rqduwGbXV2hkTDmttZzbgV+kjmrXqSAknV9p26pXezmwC0ur8rj838HnbLgRUrYGLmwdfDx5JVGQ4Z/75S5+hAbkfH6S1o63ad6Ocf2V9hZGjjHYmML2d8aDvt6NQRIZzJod25v+2rqVOw+bUTm9nuvcbhomJCUf2ZWlnWnfGw6ecPkLRKL/Hp2tKA0OdLR+qDzfyPDJixAimTJnCyJEj+ffff1mzZg3FihUjPj6ehg0bYmNjw+nTp9m4cSP79++nf//+atsfOnSI4OBgDh06xPLly1m2bBnLli1TvR8YGMi9e/c4dOgQmzZt4tdff+XJkyevlccHDx5Qs2ZNTExMOHjwIGfPnqVbt26kpKQwZMgQ2rRpQ6NGjXj06BGPHj2ievXqatsbGhrSvn171qxZo7Z+9erVfPzxx7i4uGT7m6dOnQJg//79PHr0iC1btlCzZk3c3d1ZuXKlKl1ycjKrV6+mW7durxXTm0hOTub2rRv4+ldSrTM0NMTXP4Ab169q3ObG9Sv4Zrkw8atYhRvXr2j9OwkJ8RgYGGBRSL/DG18IC31IdFQE5fyqqNaZWxSilFdZbgZpHrqXkpzMnVvXKeufsY2hoSFl/Spz67r24X4JCXGYmVtQoIB+7gRISS/DzBeLhoaGlPcP4GYOZVguWxl+lGMZ5rX8XIaQFp8iKoKyfhlfVl8tviC1L7iGhoaU86vMzRziex9YV/Un/OA/auvC9h3Dpqo/AAZGRlhVLEv4geMZCZRKwg8ex7pqBT3mNE1+b0tf1LXyWepaef8Arfm9ef1qth+x0tqZtOPxJL3OZ05jblEID+8yem+LdBHfu+jFMc/cZqS1M2W4qSVOVTvjl6Wd8a/MzaB36zMjv8cn3j9yT6gexcbGMmfOHObPn0+XLmlDFkqVKsUnn3zCwoULSUxMZMWKFVhYWAAwf/58mjVrxtSpUylWrBgANjY2zJ8/nwIFCuDj40OTJk04cOAAPXv25MaNG+zatYtTp05RuXJag7F48WJKly79Wvn85ZdfsLKyYt26dRgZGQHg5ZVxn4aZmRlJSUkUL15c6z46duzIjBkzuHv3Ls7OzqSmprJu3Tp++uknjemLFCkCgJ2dndp+u3fvztKlSxk6dCgA27dvJzExkTZt2mj920lJSSQlqQ8teZNhv7Ex0aSmPsfKWn34mpW1DQ/u/6dxG0VUZLb01ta2KDINW8ns2bMkVi1dwMc162NubvHaecwNiqgIACyz5NvS2pboKM35jo1RaDk2tjx6oPnYxMYo2Lp+CXUatnz7TL+iGK1laMvDHMrQ2tomS3obtaFH75r8XIaQEZ+mvL54Lytt8Vla2/DwQYhO8qkvJsXsSQoNV1uXFBqOkVVhDE1NMLKxwrBgQZKeRGRJE4GFt7s+swrk/7Y0Jodz6cH9uxq3UURFaEwfrYhIfz9StS5rGoVCc53XFV3E9y6KzqGdiX5ZO2Pz6p8xeSW/x6drck9o7pOeUD26du0aSUlJ1KtXT+N7fn5+qgtQgI8//pjU1FSCgoJU68qWLUuBAgVUrx0cHFQ9ndeuXaNgwYJUqpTxa7OPjw/W1tavlc8LFy5Qo0YN1QXom/D396d06dKq3tAjR47w5MkTWrdu/Vr7CQwM5NatW5w4cQKAZcuW0aZNG7XjlNXkyZOxsrJSWyZPnvzGsehKSkoKM6eMBpT0/Po7vf3dvw/vpnub2qpFH8MqExLimD5uMCWc3PiifU+d/738Lr+X4d+Hd9OtTR3Vos+hv+L9k1dtqXi/HTu8h66t66qW5yn5q53J7/Hpm9LAQGfLh0p6QvXIzMzsrfeR9cLQwMCA1NTUV97e0DDtdwelUqlal/meUsidfEJab+iaNWsYPnw4a9asoVGjRtjZ2b3WPooWLUqzZs1YunQpbm5u7Nq1S+3eVU1GjBjB4MGD1daZmJgQdDf6tf52YUsrDA0LZOsBi1ZEYW2jOQ5rG9ts6RWKSKyz/PKY9qVpFOFPHjN60hy9/nJfsUoNtdlBU1LSyj9GEYmNbcaskjGKSJy1zPha2NJay7HJ3nvxNCGen8cMwtTMnEE/TH2tyavelqXWMozMsQwVWSbbiFZEZYsrL+X3MtQWX3SW+KIVkbi8ZnwxiiisrF+vHXrXJIWGY1JMfQZYk2L2JEfHkpqYxLPwKFJTUjApapcljR1Jj9V7UPUhv7alL1jmcC5Z22huN6xt7LSce3bp79uq1mWr8276nYlbF/G9CypV+QQPr4zZfVOSc2pnNM/aq2pnol79M0Zf8nt84v0nPaF65OnpiZmZGQcOZJ96v3Tp0ly8eJH4+HjVur///htDQ0O8vb1faf8+Pj6kpKRw9uxZ1bqgoCAUCoXq9Ythr48ePVKty/psT19fX/76669sF6cvGBsb8/z585fmp0OHDly5coWzZ8+yadMmOnbsqDWtsbExgMb99ujRg/Xr1/P7779TqlQpPv744xz/romJCZaWlmrLmwzHNTIywt3Di8sXM45namoqly+exctH8yQmXj7luHzhrNq6S+fP4JXpZv0XX5oeP7zPyImzKGxp9dp5extm5hYUd3RSLSWc3LCysePqxdOqNAkJcQTfuIqnd3mN+yhoZISbh4/aNqmpqVy9dBoPn4xtEhLimDp6AAUKGjH4p+kYG+t3NuSCWsrwysWzeOZQhlcunFFbd/n8abUyzGv5vQw1xWedLb74V4jPO1t8Vy6dxtNH8zbvC8WJC9jVraq2zr5edaJOXABAmZxM9Lmr2NfNeKwQBgbY1amG4sR5PeY0TX5tS194UdeuXMxoN160M9raDU+fslzJFt9p1fEoWswRaxs7tTQJCfHcCvpX722RLuJ7F2RrZ5xftDMZcaa1M//iqSVOVTtzSf3YXL14Bk/vvP3MyO/x6ZtSaaCz5UMlF6F6ZGpqyvfff8+wYcNYsWIFwcHBnDhxgsWLF9OxY0dMTU3p0qULV65c4dChQ3zzzTd06tRJdT/oy3h7e9OoUSN69+7NyZMnOXv2LD169FDr2TQzM6Nq1apMmTKFa9euceTIkWz3afbv35+YmBjatWvHmTNnuHnzJitXrlQNC3Z1deXSpUsEBQURHh6u9WLV1dWV6tWr0717d54/f07z5s215r1o0aKYmZmxe/duQkNDiY7O6LVs2LAhlpaWTJgwga5du77SscgtTVu25cCeHRw+sIv790JY+OsMkhKfUqf+ZwDMmzGB1ct+U6Vv0vxLLpw7yfYt63hw7z82rF5C8K3rNGr6BZD2pWnG5JHcvhXEgCGjSE1NJSoqgqioCK3HUdcMDAxo1LwdWzcs5ezJo9wLucX/Zo3F2taeSlVrqdJN+ulr9u7YqHrduEV7Du/9k6MHdvLg3h2WLphKUmIiteo1BdIvXkYNICkxkZ7f/MjThHgUUREooiJIfYUfMXJLk5btOLhnO0fSy3DRr9NJSnxK7fpNAJg/YzxrMpVh4+atuXjuJNu3rOXBvf/YuHoxwbeu07BpxqyicbExhNy+yYO7IQA8vH+XkNs3td6fqGv5vQzT4mvL1g3LOHvyKHdDbvGbKr6ameLrny2+Q3u3ZYpvWnp8TVRpFFERhNy+Qeij+wDc+y+YkNs3iIt9vZETb6OAhTmWfj5Y+vkAYO5WEks/H0ydHADwnjAYv6VTVen/+30d5m5O+EweioW3Oy59OuDQujF35ixTpbkzeylO3dtQolNLCvm4U+6XMRS0MOPe8i16iyuz/N6WNmnZNr2d+T8e3Ath8a/T0+paejvzy4zxrF2WMWN84+ZtuHjuBDsytTO3b12nYdMvgbQ637hFG/5Yv5wzJ//ibkgwv84cj42tPQHV9DM7vC7jgxft6A0e3L0DvGhHb+RxO9qWP9Yv4+zJv7gbcosFM8dhbWtPQKZ2ZuKP/dmTqZ35rGV7Du150c6EsOTXaSQmJlKrflNVGlU78zDv2pn8Hp94/8hwXD0bOXIkBQsWZNSoUTx8+BAHBwf69OmDubk5e/bsYeDAgVSuXBlzc3NatWrFzJkzX2v/S5cupUePHtSqVYtixYoxYcIERo4cqZZmyZIldO/enUqVKuHt7c20adP49NNPVe/b2dlx8OBBhg4dSq1atShQoAD+/v6qHsiePXty+PBhAgICiIuL49ChQ7i6umrMT8eOHenXrx+dO3fOcZhvwYIFmTt3LuPGjWPUqFHUqFFDNezW0NCQwMBAJk2aROfOnV/reLytj2vWIyZawfpVi1FEReLq7sGP46arhiCFh4ViYJjxK5Z36fIMHDqatSsXsmbF7zg4lmTYj5Nwdk2bDCQyIowzJ48BMHSA+gX1mElzKeur/5krAZp+0YmkxKcs+WUyCfFxeJXxY9iYOWq9Xk8ePyA2RqF6XbVGA2KiFWxe8zvRURG4uHsxbMxsrNKH6IQEBxF8I20mxO96qz8WYtbCPyhSzFH3gQHV08tww6pFqjIcMW6GqgwjwkJVw9QhrQy/GTqa9SsXsm7F7xR3LMnQHyeryhDgzMljLJg9SfV6zrTRAHzZviutO3bXS1xZ5ecyhBfxJbL4lynp8fny/ZjZavGFPr6vFl+1Gg2IjVawac3C9Pg8+X7MLFV8AAd2bWHLusWq1+NH9AGg18CfVBfjumZVqRzVDmTMAl5m+g8A3FuxhUvdR2DiUASz9AtSgKch9zndvDdlZozA9ZvOJN5/zOXePxG+75gqzaONuzAuYovX6AGYFC9CzMVrnGrag2dP8uYLfn5vS6vXrE9MtIKN6e2Mi7snwzO1M5ri+2boGNav/J11K/5HcceSDPlxMk6Z2pnmrTqSlPiUhfOmkRAfh3cZX4aPm6H3ESW6iu/Myb/4LVM7Oje9HW3VvluetaPNWn1FUuJTFs3PaGeGj52VpZ15QGxMxsVVtRr1iYmOYtPqRSjS25nhY2epTeazf9cfbFmb0c6MG572bNTeA39SXcjrQ36PT5eU0m+X6wyUmW8OFOId1b17d8LCwti2bdsb7+PSzdd7VM37xNezKKeDFHmdDZ2p7G3NhZtheZ0NnfL3LJLvy/BMkOYH2+cHAd427DR6tVsn3ldNkoPyfTt6/qb+75nVpwqe9vk6xgqe9py98e7OZP62KnnZ5uv4IC3Gd9HNYN3NBuxZKvujCz8E0hMq3mnR0dFcvnyZNWvWvNUFqBBCCCGEEG9CHtGS++QiVLzTWrRowalTp+jTpw8NGjTI6+wIIYQQQggh3pJchIp32ssexyKEEEIIIYQuSU9o7pOLUCGEEEIIIYTQQi5Cc59M9SSEEEIIIYQQQm+kJ1QIIYQQQgghtJCe0NwnPaFCCCGEEEIIIfRGekKFEEIIIYQQQgulUnpCc5v0hAohhBBCCCGE0BvpCRVCCCGEEEIILeSe0NwnPaFCCCGEEEIIIfRGekKFEEIIIYQQQgvpCc19chEqhBBCCCGEEFrIRWjuk+G4QgghhBBCCCH0RnpChRBCCCGEEEILeURL7jNQKpXKvM6EEEIIIYQQQryLLt18orN9+3oW1dm+32XSEyo+GFdvPcrrLOhMWQ8Hzt8Mz+ts6EwFT3su3AzL62zolL9nEc7eiMzrbOhMJS9bLt8Kzets6Ex5j2I6/ZLyLvD1LMpOI++8zobONEkOytfnIKSdh6euR+d1NnSmio9Vvo/vQ2hn3kWp79g9ob/88gs///wzjx8/xs/Pj3nz5lGlShWt6Tdu3MjIkSMJCQnB09OTqVOn8tlnn6neVyqVjB49moULF6JQKPj4449ZsGABnp6eOotB7gkVQgghhBBCiPfA+vXrGTx4MKNHj+bcuXP4+fnRsGFDnjzR/APF8ePHad++Pd27d+f8+fO0bNmSli1bcuXKFVWaadOmMXfuXH777TdOnjyJhYUFDRs2JDExUWdxyEWoEEIIIYQQQmihxEBny+uaOXMmPXv2pGvXrpQpU4bffvsNc3NzlixZojH9nDlzaNSoEUOHDqV06dKMHz+eihUrMn/+/LTYlEpmz57NTz/9RIsWLfD19WXFihU8fPiQrVu3vs1hy5FchAohhBBCCCFEHkhKSiImJkZtSUpK0pj22bNnnD17lvr166vWGRoaUr9+ff755x+N2/zzzz9q6QEaNmyoSn/nzh0eP36slsbKyoqPPvpI6z5zg1yECiGEEEIIIYQWSqWBzpbJkydjZWWltkyePFljPsLDw3n+/DnFihVTW1+sWDEeP36scZvHjx/nmP7Fv6+zz9wgExMJIYQQQgghhBZvMmz2VY0YMYLBgwerrTMxMdHZ33tXyEWoEEIIIYQQQuQBExOTV77otLe3p0CBAoSGqs82HxoaSvHixTVuU7x48RzTv/g3NDQUBwcHtTT+/v6vGsZrk+G4QgghhBBCCKGFLofjvg5jY2MqVarEgQMHVOtSU1M5cOAA1apV07hNtWrV1NID7Nu3T5Xezc2N4sWLq6WJiYnh5MmTWveZG6QnVAghhBBCCCHeA4MHD6ZLly4EBARQpUoVZs+eTXx8PF27dgWgc+fOlChRQnVf6cCBA6lVqxYzZsygSZMmrFu3jjNnzvD7778DYGBgwKBBg5gwYQKenp64ubkxcuRIHB0dadmypc7ikItQIYQQQgghhNBCl/eEvq62bdsSFhbGqFGjePz4Mf7+/uzevVs1sdDdu3cxNMwY7Fq9enXWrFnDTz/9xA8//ICnpydbt26lXLlyqjTDhg0jPj6eXr16oVAo+OSTT9i9ezempqY6i0MuQoUQQgghhBDiPdG/f3/69++v8b3Dhw9nW9e6dWtat26tdX8GBgaMGzeOcePG5VYWX0ouQoUQQgghhBBCi9e9d1O8nExMJIQQQgghhBBCb6QnVAghhBBCCCG0SM3rDORD0hP6nhozZoxOn92TGwwMDNi6dWteZ0MIIYQQQog39q48oiU/kZ7Q99SQIUP45ptv8jobH4RdO/5g6+Z1KKIicXXzoEefAXh6l9aa/vhfh1m7ajFPQh/j4FiSTl17U6lyVY1pf5s/g727ttO159c0a6n9hnFd27NjM9u3rCE6KhJnNw+69v4WD+8yWtOfOHaQDasWEhb6mOKOJekQ2JcKlaur3lcqlWxcvYiDe7YTHx+Ld2lfuvcbgkMJJ32Ek01afGtRREXi4lbqpfH9c+wgG1YtUsXXMbAvFSpnPCvr5PEj7N+1ldu3goiLjWHq3KW4unvqIxStlEolm1Yv5NDebcTHx+JV2pdu/Ybh4JjzMd+7cxM7tqxWlX2X3oPx8Cqrev/A7q0cP7KXkOAgnj5NYOHavVgUKqzrcLLZtWML29LPQxe3UnTvMxDPHMrw+F+HWLdqMWGhj3FwLMFXXftQMVMZrl+9hL+PHiQi7AkFCxbE3cOb9p174uWjfZ+6tHvHFrZlqqPdeg/KMb5/jh1iXaY6+lVgRnwpKSmsW7mQc2dO8OTxQ8wtLCjvF0DHwD7Y2tnrKyQV208CcP+uO1YVy2HqWJQzrfoRuu1AztvUrEKZ6cMpVMaTxHuPuDV5AfdX/KGWxqVvB9wHd8ekeBFiLl3n6qDxRJ++rMtQcpTfz0FIi3HLmt85tG8rCfFxePn4Etj3e4o7Oue43b6dG/m/rauIjorAydWTzr2GUCpTjEt+nczVi6eIigzH1NQMTx9f2nbpj2NJVx1HpC6/x5ef2xnx/pGe0FyiVCpJSUnR298rVKgQdnZ2evt7r+PZs2d5nYVcc+zoQZYu/JU2HQKZPnchrm6lGDdyKApFlMb01/+9wsxp46j3aRNmzF1ElWqfMHXCT/wXcjtb2hPH/+LG9X/zvLE+fnQ/KxfN48v23Zg8Zwkubh5MHjWYaC0xBl27zNxpY6jToClT5i4loGoNpk8cwb1MMW7bvJrd2zfR4+uhTJixEBNTUyaPGsyzZ0n6Ckvl+NEDrFg0n1btuzJlzmJc3DyY9NL4xqbHt4TKVWvw88QR3M0UX1LiU7zL+NIhsK++wnip7ZtXsWfHRrr1G8b46YsxNTVjyqhBOR7zf/7az6pFc/mifXcmzl6Gs5snU0Z9S7QiUpXmWVIifhWr0qJ1F32EodHfRw+wfOEvtO4QyLS5i3B182DCyCFay/D6v5eZnX4e/jx3EZWr1WDahB/VytCxhBM9+gxi5i/LmPDzLxQtVpwJI78jOlqhp6gy/H30AMsXzad1+0CmzlmEi5sHE0d9l2MdnT1tLHUbNGHa3MVUqVqDaRN/UMWXlJTI7eAbfNmuC1PnLGbIDxN5+OAuU8cP12dYKgUszIm5FMSVAWNfKb2Za0kqb/sfEYdPciygBXfmLaf8/yZg3+ATVRqH1o0p/fMIbk74hWNVPif20nU+2rkY4yK2ugrjpfLzOfjCzi0r2LtzPV37DmfMz0swMTVj2pgBOcZ44q99rFkym8/b9mD8zBU4u3kybcwAtRhdS/nQc8BIps5fz7Axc1EqlUwb/Q2pz5/rIyyV/Bxffm9ndE2Jgc6WD5VchOYgKSmJAQMGULRoUUxNTfnkk084ffo0kDb9sYGBAbt27aJSpUqYmJhw7NgxYmNj6dixIxYWFjg4ODBr1ixq167NoEGDVPtduXIlAQEBFC5cmOLFi9OhQweePHmiev/Fvg8cOEBAQADm5uZUr16doKAgVRpNw3GXLFlC2bJlMTExwcHBQevUzVkpFAp69+5NsWLFMDU1pVy5cuzYsQOAiIgI2rdvT4kSJTA3N6d8+fKsXbtWbfvatWvTv39/Bg0ahL29PQ0bNlS99+jRIxo3boyZmRnu7u5s2rRJbdvLly9Tt25dzMzMsLOzo1evXsTFxaneDwwMpGXLlkyfPh0HBwfs7Oz4+uuvSU5OfqXY3tb2PzbSoFET6jVojJOzK737D8bE1JSDe/9PY/od2zZToVIVWrZqR0lnFzp06o5bKU927VD/BT8iPIxFv81h0NCfKFCggD5C0Wrn1vXUbdiM2g2aUNLZjR5fD8XYxITD+3ZoTL9r2wb8Kn1Es1YdKeHkSttOvXAr5cWeHWllq1Qq2fXnBj5v24WAqjVwcfPg68EjiYoM58w/f+kzNAB2bl1HvYbNqKMWnymHtMa3Ef9KH9G8VQdKOrnStlPP9Pg2q9LUrNuIL9t3pbx/gL7CyJFSqWT3tvW0bBNIQNWaOLt50PfbUSgiwzlz4qjW7f5v61rqNGxO7fpNKensRvd+wzAxMeFIpmPTuEU7mrfujIdPOa370bXtf2ygfqOm1G3wGU7OrvTq/136ebhTY/r/27YJ/0pVaNGqPSWdXWnfqQdupbzYtWOLKk2N2g3wrRBAMQdHnFzc6NKzPwkJ8fx3J1hfYans2LpeVUednN3o9fUQjE1MObhPc3w7VfGl1dF2nXrgXsqL3enxWVgUYtSEWVSvUZcSJZ3x8ilL9z7fcvtWEGFPQvUZGgBhe45yY/RsQv/c/0rpXXq14+md+1wbNpW467f579fVPN68B7eBgao0boO6cm/xBu4v30LctWAu9xvN84REnAJb6SiKnOX3cxDSY9y+juatu1Hpo1o4u3rSe9AYFJHhnD1xROt2u/5cQ+1PW1KzfjNKOLvTte9wTExMObp/uypN3Yaf41O2IkWKOeJayocvv+pDRHgoYU8e6SM0IP/Hl9/bGfH+kYvQHAwbNozNmzezfPlyzp07h4eHBw0bNiQyMuPXreHDhzNlyhSuXbuGr68vgwcP5u+//2bbtm3s27ePv/76i3PnzqntNzk5mfHjx3Px4kW2bt1KSEgIgYGB2f7+jz/+yIwZMzhz5gwFCxakW7duWvO6YMECvv76a3r16sXly5fZtm0bHh4eL40xNTWVxo0b8/fff7Nq1Sr+/fdfpkyZorowSkxMpFKlSuzcuZMrV67Qq1cvOnXqxKlTp9T2s3z5coyNjfn777/57bffVOtHjhxJq1atuHjxIh07dqRdu3Zcu3YNgPj4eBo2bIiNjQ2nT59m48aN7N+/P9vF86FDhwgODubQoUMsX76cZcuWsWzZspfG9raSk5MJvhWEr38l1TpDQ0N8/SsRdP1fjdvcuH5VLT1AhYpV1NKnpqYyZ8YkWrZqh7OLm24y/4pSkpO5cyuI8v6VVesMDQ0p7x/AjetXNG5z8/rVbBdffhU/4sb1qwA8CX2IIipCLY25RSE8vMto3aeupCQnc/vWDbW8vIjvZnp+s7px/QrlNMan37y/jhfHvFymcjS3KEQprzLc1JLvF2Vfzk+97Mv5V+Zm0LsTa3J6GfpmK8NKBGktw+znoX/FKqo6qulv7Nu1DXOLQri6lcq9zL+CjPiytjMBWvN74/oVteMB4FexSo51NCEhHgMDAywKFcqdjOuQdVV/wg/+o7YubN8xbKr6A2BgZIRVxbKEHziekUCpJPzgcayrVtBjTjPk53PwhbDQh0RHRVDOr4pqnblFIdy9ynIrSPMw6JTkZEKCr1M2S4xl/Spr3SYx8SlH92+nSDFH7OyL5W4QOcjP8Uk78/bkntDcJ/eEahEfH8+CBQtYtmwZjRs3BmDhwoXs27ePxYsXU7lyWoMzbtw4GjRoAEBsbCzLly9nzZo11KtXD4ClS5fi6Oiotu/MF5Pu7u7MnTuXypUrExcXR6FMJ+7EiROpVasWkHax26RJExITEzE1Nc2W3wkTJvDdd98xcOBA1boXeczJ/v37OXXqFNeuXcPLy0uVpxdKlCjBkCFDVK+/+eYb9uzZw4YNG6hSJaOh9vT0ZNq0adn237p1a3r06AHA+PHj2bdvH/PmzePXX39lzZo1JCYmsmLFCiwsLACYP38+zZo1Y+rUqRQrltY429jYMH/+fAoUKICPjw9NmjThwIED9OzZU2NMSUlJJCWpD50xMTF56bHIKjYmmtTUVKyt1Yd3WVvb8ODeXY3bKKIis6W3srZBEZXxw8Ufm9ZSoEABmjTPm1/sM4uJUZCa+hyrbHm25cF9bTFGaEwfrYhIfz9StS5rGkV6Gn2JiYnWGt/D+/9p3CatDG2ypLdRG1r1romOSjuuGsslSvMxj31R9javfmzyQqyqDNXLxNra9q3OQ4Azp44ze+pYkpISsbG1Y9SEGVhaWedq/l8mVmsdteFBDnU0a3pra1sUWuros2dJrFq6gI9r1sfc3CJ3Mq5DJsXsSQoNV1uXFBqOkVVhDE1NMLKxwrBgQZKeRGRJE4GFtzt5IT+fgy8o3ibGLNtYaohx//9tYt3yeSQlPsWhhAvfj51PQSOjXIwgZ/k5PmlnxLtIekK1CA4OJjk5mY8//li1zsjIiCpVqqh68gACAjJ+Jbp9+zbJyclqF2dWVlZ4e3ur7fvs2bM0a9YMZ2dnChcurLrQvHtX/QuVr6+v6v8ODg4AasN2X3jy5AkPHz5UXfi+jgsXLlCyZEnVBWhWz58/Z/z48ZQvXx5bW1sKFSrEnj17suW1UqVKGrevVq1attcvjt+1a9fw8/NTXYACfPzxx6SmpqoNPS5btqzakFUHBweNx+GFyZMnY2VlpbZMnjxZa3p9Cr4ZxM4/N/HNt8MxMPhwf/0Sb+fY4T10bV1XtTzX4/3o+Uk53wr8PG8xE6f/in/FKsycMlrr/VHvq5SUFGZOGQ0o6fn1d3mdnXzjQzgH/z68mx5ta6mW5891G2P1Wo2YMGslP076jeKOzsz/+QedziOQ3+PTpw+hnZF7QnOf9IS+pcwXUK/ixRDUhg0bsnr1aooUKcLdu3dp2LBhtgl9jDL9QvbigiU1NfuTiszMzN4g56+27c8//8ycOXOYPXs25cuXx8LCgkGDBmXL6+seh9dhlOWXQgMDA43H4YURI0YwePBgtXUmJibcuvd6PVmFLa0wNDTM9qufQhGFdZZfrl+wtsn+K2F0pvT/Xr1EdLSCXoFtVO+npqayfPECdvy5if8tXf9aeXxblpbWGBoWyNbLF62IzCFGO43prazt0t+3Va2zsbVXS+Pipt8ZZC0trXKIT/PEXmllGJUlfVS2X4TzUqUqn+DhlTGjYUr6PdIaj7m75h+YCr8o+6hXPzZ5obCqDNXLRJFjHc35PHzB1NQMB8eSODiWxMunLP17tufA3p180ear3A0iB4W11tGoHOto1vQKRfbe37QvhqMIf/KY0ZPmvDe9E0mh4ZgUU5+wzaSYPcnRsaQmJvEsPIrUlBRMitplSWNH0mP1HlRd+RDOwYpVauDhnTHDa3Jy2ud+tCIS62xt+0tizFJfYzTEaG5RCHOLQhR3dMbDqzy9O9bj7InDVKvZEF3I7/Gp51PaGfHukZ5QLUqVKqW6x/GF5ORkTp8+TZkymqezdnd3x8jISDV5EUB0dDQ3btxQvb5+/ToRERFMmTKFGjVq4OPjk2Ov3qsoXLgwrq6uHDiQ85T3mvj6+nL//n21PGb2999/06JFC7766iv8/Pxwd3fXmlaTEydOZHtdunTa401Kly7NxYsXiY+PV/t7hoaG2XqPX4eJiQmWlpZqy5sMxzUyMqKUhzeXLmTc05uamsqlC2fx1vIYBy+fsly+qH4P8MXzZ1Tpa9f9lJnzFzNj3iLVYmtnT4sv2jJq/M+vnce3VdDICDcPb65cPKNal5qaypWLZ/HSMgmGp09Zrlw4q7bu0vnTePmkfZgXLeaItY2dWpqEhHhuBf2rdZ+6UtDICHcPLy5fzMjLi/g8fcpq3MbLpxxXLpxRW3f5/Gm95z0nZuYWFHd0Ui0lnN2wtrHjaqZyTEiIJ/jGv3hqyfeLsr96Sb3sr148g6f3uxOr0YsyvKBehpcvnMNbaxlqOg8z6qg2ylSl6ouovhhpqaOXL57Vml8vn3JqxwPg0vkzanX0xRfDxw/vM3LiLApbWukmAB1QnLiAXV31x1rZ16tO1IkLACiTk4k+dxX7uplG2hgYYFenGooT5/WSxw/hHDQzt6CYg5NqKeHkjpWNHVcvZXzHeZoQx+0bV/HwLq9xHwWNjHAt5cO/mbZJTU3l6qUzWrcBUKIEpVKnkxDm9/gyk3bm7aUqdbd8qOQiVAsLCwv69u3L0KFD2b17N//++y89e/YkISGB7t27a9ymcOHCdOnShaFDh3Lo0CGuXr1K9+7dMTQ0VPVkOjs7Y2xszLx587h9+zbbtm1j/Pjxb53fMWPGMGPGDObOncvNmzc5d+4c8+bNe+l2tWrVombNmrRq1Yp9+/Zx584ddu3axe7du4G0ez337dvH8ePHuXbtGr179yY09NVnPdu4cSNLlizhxo0bjB49mlOnTqkmHurYsSOmpqZ06dKFK1eucOjQIb755hs6deqkuh80rzX7vDX79+zg0P7d3L/7H//7ZRZJiYnUbZB2n/CcGZNYtex3VfqmzVtx/uwp/tyynvv3/mPd6qUE3wqicdPPgbRfI11c3dWWAgUKYG1jS4mSOT+HTFeatGzLwT3bOXLg/3hwL4TFv04nKTGRWvWbAPDLjPGsXbZAlb5x8zZcPHeCHVvW8uDef2xcvZjbt67TsOmXQFpPdeMWbfhj/XLOnPyLuyHB/DpzPDa29gRUq5EH8bVLj28X9++FsOjX6SQlPqV2enzzZ4xnzbKMybQaN2/NxXMn2Z4pvuBb12nYNOMe3rjYGEJu3+TB3RAAHt6/S8jtm6p7ivTNwMCARs3b8sf6ZZw9+Rd3Q26xYOY4rG3tCahaU5Vu4o/92bNjo+r1Zy3bc2jPNo4e2MmDeyEs+XUaiYmJ1KrfVJVGERVByO0bhD68D8C9/4IJuX2DuNhovcXX7PM27N+zg8P7d3H/bggLf5lBUuJT6jT4DIC5Myayetn/MuJq/iUXzp5k25Z1PLj3H+tXL+H2rSAaN/0CSJsYZPXy37lx/SphTx4TfDOIX2ZPITIinOqf1NFbXC80bdmWA3t2cDi9ji78NT2++mnxzZsxgdWZ6miT5l9y4dxJtqfHt2H1EoJvXadRenwpKSnMmDyS27eCGDBkFKmpqURFRRAVFaG3L72ZFbAwx9LPB0s/HwDM3Upi6eeDqVPabSbeEwbjt3SqKv1/v6/D3M0Jn8lDsfB2x6VPBxxaN+bOnGWqNHdmL8WpextKdGpJIR93yv0yhoIWZtxbvoW8kN/PQUiPsVk7/tywhHMnj3Iv5Ba/zR6Dta09larWUqWbPLIf+3ZuUL1u3KIDh/f+yV8Hd/Dg3h2W/TaVpMSn1EyP8cnjB2zbtIw7t64RHvaYG9cuMW/qCIxNTPCrVD1bPiS+N5Pf2xnx/pHhuDmYMmUKqampdOrUidjYWAICAtizZw82NjZat5k5cyZ9+vShadOmWFpaMmzYMO7du6eaTKhIkSIsW7aMH374gblz51KxYkWmT59O8+bN3yqvXbp0ITExkVmzZjFkyBDs7e358ssvX2nbzZs3M2TIENq3b098fDweHh5MmTIFgJ9++onbt2/TsGFDzM3N6dWrFy1btiQ6+tU+/MaOHcu6devo168fDg4OrF27VtWTbG5uzp49exg4cCCVK1fG3NycVq1aMXPmzDc7CDrwSc26xEQrWLtqKYqoSNzcPRg5bppqWF94WCiGme7t9ClTjm+HjmTNysWsXr4IhxIl+P6nCbi45s1kGa+ies36xEQr2LhqUdoDrN09GT5uhlqMBoYZMXqXLs83Q8ewfuXvrFvxP4o7lmTIj5NxyhRj81YdSUp8ysJ500iIj8O7jC/Dx83A2Pj1e6TfPr56xEQr2JAen6u7ByMyxRcRFoqhYcbvcWnxjWb9yoWsW/E7xR1LMvTHyThniu/MyWMsmD1J9XrOtNEAfNm+K607av6RSteatfqKpMSnLJo/Je0h62V8GT52ltoxD338gNiYjHO3Wo36xERHsWn1IhRREWllP3aW2kQp+3f9wZa1i1Wvxw1PezZq74E/qX6o0LWP08tw3aolqjL8cdz0HM7D8gwcOop1KxexZvlCHEqUZNhPE1VlaGhoyIN7/3HkwG5ioqMpbGlJKU8fxk+bh1MezFj9Ir71qxZrjS/rOThw6GjWrlzImhW/4+BYkmE/TlLFFxkRxpmTxwAYOqCr2t8aM2kuZX31O4OsVaVyVDuwUvW6zPQfALi3YguXuo/AxKEIZukXpABPQ+5zunlvyswYges3nUm8/5jLvX8ifN8xVZpHG3dhXMQWr9EDMClehJiL1zjVtAfPnuTND0GQv8/BF5p80ZmkxESW/DopLcbSfgwdPUctxiePHxAbo1C9rlqjAbExUWxe8zvRURE4u3kxdPQc1S0cRkbGBP17gT3b1hEfH4OVlS3eZSswaspivd8GkZ/jy+/tjK59yPdu6oqBUqn8gDuCdS8+Pp4SJUowY8YMrT2oQj+u3tLf87j0rayHA+dv6udeqLxQwdOeCzfD8jobOuXvWYSzN97dGXjfViUvWy7fyr/PjivvUYxLN9/u1op3na9nUXYavfmtEu+6JslB+fochLTz8NR1/fag6lMVH6t8H9+H0M68iw5feaqzfdcu9+Zzu7zPpCc0l50/f57r169TpUoVoqOjGTduHAAtWrTI45wJIYQQQgghRN6Te0J1YPr06fj5+VG/fn3i4+P566+/sLe3f/mGOrB69WoKFSqkcSlbNudJOoQQQgghhPjQKZW6Wz5U0hOayypUqMDZs2dfnlBPmjdvzkcffaTxvayPPhFCCCGEEEIIXZOL0HyucOHCFC5cOK+zIYQQQgghxHspVSYmynUyHFcIIYQQQgghhN5IT6gQQgghhBBCaKFUSk9obpOeUCGEEEIIIYQQeiM9oUIIIYQQQgihxYc8i62uyEWoEEIIIYQQQmihlImJcp0MxxVCCCGEEEIIoTfSEyqEEEIIIYQQWqTKcNxcJz2hQgghhBBCCCH0RnpChRBCCCGEEEILeURL7pOeUCGEEEIIIYQQeiM9oUIIIYQQQgihhTyiJfcZKJVyWIUQQgghhBBCk/87l6yzfX9W0Uhn+36XSU+o+GCcvxme11nQmQqe9py9EZnX2dCZSl62+To+SIvx0s0neZ0NnfH1LMrpIEVeZ0NnKntb5+s2Bj6MdmankXdeZ0OnmiQHyXn4HqvgaZ+vPycg7bPiXZQqzwnNdXIRKoQQQgghhBBayLjR3CcTEwkhhBBCCCGE0BvpCRVCCCGEEEIILeQRLblPekKFEEIIIYQQQuiN9IQKIYQQQgghhBapck9orpOeUCGEEEIIIYQQeiM9oUIIIYQQQgihhcyOm/ukJ1QIIYQQQgghhN5IT6gQQgghhBBCaKFEZsfNbXIRKoQQQgghhBBayMREuU+G4wohhBBCCCGE0BvpCRVCCCGEEEIILWRiotwnPaFCCCGEEEIIIfRGLkJfwZgxY/D391e9DgwMpGXLlm+1z8OHD2NgYIBCoXir/ejKsmXLsLa2zutsCCGEEEIIkaeUSt0tH6oPejhu7dq18ff3Z/bs2TmmGzJkCN98841+MpUHXF1dGTRoEIMGDcrrrLyT9uzYzPYta4iOisTZzYOuvb/Fw7uM1vQnjh1kw6qFhIU+prhjSToE9qVC5eqq95VKJRtXL+Lgnu3Ex8fiXdqX7v2G4FDCSR/haKRUKtm0eiGH9m4jPj4Wr9K+dOs3DAfHnPO0d+cmdmxZrTo2XXoPxsOrrOr9A7u3cvzIXkKCg3j6NIGFa/diUaiwrsPJJr/Ht3vHFrZtWYsiKhIXt1J06z0Izxzq6D/HDrFu1SJVHf0qsA8VK1cDICUlhXUrF3LuzAmePH6IuYUF5f0C6BjYB1s7e32FlI1SqWTzmt85tPdPEuLj8CrtS9e+wyju6Jzjdvt2bmTnH6uJjorA2c2Tzr2+o1SmMlz8y2SuXjxNVGQ4pqZmePqUp11gfxxLuuo4InXSzmj3PpyHtp8E4P5dd6wqlsPUsShnWvUjdNuBnLepWYUy04dTqIwnifcecWvyAu6v+EMtjUvfDrgP7o5J8SLEXLrO1UHjiT59WZeh5EgX52FcbDSb1yzk8oWTRISFYmlpTaWqtfiyY2/MLQrpIyyV3D4PTx0/zL5dW7lzK4i42BimzF2Kq7uXPkLR6EP4rBDvD+kJzYFSqSQlJYVChQphZ2eX19kReeD40f2sXDSPL9t3Y/KcJbi4eTB51GCiFVEa0wddu8zcaWOo06ApU+YuJaBqDaZPHMG9kNuqNNs2r2b39k30+HooE2YsxMTUlMmjBvPsWZK+wspm++ZV7NmxkW79hjF++mJMTc2YMmpQjnn656/9rFo0ly/ad2fi7GU4u3kyZdS3RCsiVWmeJSXiV7EqLVp30UcYWuXn+P4+eoDli+bTun0gU+cswsXNg4mjvsuxjs6eNpa6DZowbe5iqlStwbSJP3A3vY4mJSVyO/gGX7brwtQ5ixnyw0QePrjL1PHD9RlWNju2rGTvjg106/s9Y39ejImJKVNHD8yxDE/8tY/Vi+fwebvuTJi1HGdXD6aOHqhWhm6lfOg1YCTTflnHsLFzUAJTRw0g9flzPUSVRtqZ9/88LGBhTsylIK4MGPtK6c1cS1J52/+IOHySYwEtuDNvOeX/NwH7Bp+o0ji0bkzpn0dwc8IvHKvyObGXrvPRzsUYF7HVVRgvpYvzMCoyHEVkGB26DmDKvDX0GjiKS+f+YeG8CfoKC9DNeZiYmIhPGV86BPbVVxhafSifFbqSqjTQ2fKh+mAvQgMDAzly5Ahz5szBwMAAAwMDli1bhoGBAbt27aJSpUqYmJhw7NixbMNxX5g+fToODg7Y2dnx9ddfk5ycrHpv5cqVBAQEULhwYYoXL06HDh148uRJjnnavHkzZcuWxcTEBFdXV2bMmKH2vqurKxMmTKBz584UKlQIFxcXtm3bRlhYGC1atKBQoUL4+vpy5swZte2OHTtGjRo1MDMzw8nJiQEDBhAfHw+k9Qb/999/fPvtt6rjkNmePXsoXbo0hQoVolGjRjx69Ej13unTp2nQoAH29vZYWVlRq1Ytzp07p7a9gYEBixYt4vPPP8fc3BxPT0+2bdumlubKlSs0btyYQoUKUaxYMTp16kR4eLjq/U2bNlG+fHnMzMyws7Ojfv36qvzr2s6t66nbsBm1GzShpLMbPb4eirGJCYf37dCYfte2DfhV+ohmrTpSwsmVtp164VbKiz07NgFpP2zs+nMDn7ftQkDVGri4efD14JFERYZz5p+/9BJTVkqlkt3b1tOyTSABVWvi7OZB329HoYgM58yJo1q3+7+ta6nTsDm16zelpLMb3fsNw8TEhCOZjk3jFu1o3rozHj7l9BGKRvk9vh1b11OvYTPqNGiCk7Mbvb4egrGJKQf37dSYfue2TfhXqkKLVh0o6eRKu049cC/lxe4dWwCwsCjEqAmzqF6jLiVKOuPlU5bufb7l9q0gwp6E6jM0lbQyXEeLNl2pVLUWzm6e9Pl2DIrIcM6eOKJ1u11/rqXOpy2oVb8ZJZzd6dpvOCYmphzZv12Vpm6jz/EpV4EixRxxK+VD6469iQgPJezJI637zW3Szrz/52HYnqPcGD2b0D/3v1J6l17teHrnPteGTSXu+m3++3U1jzfvwW1goCqN26Cu3Fu8gfvLtxB3LZjL/UbzPCERp8BWOooiZ7o6D51cSjFwxFQqVqlBMYeSlPULoPVXfTl/6hjPn6foK7xcPw8BatZtRKv23SjnX1lfYWj1IXxWiPfLB3sROmfOHKpVq0bPnj159OgRjx49wskpbUjQ8OHDmTJlCteuXcPX11fj9ocOHSI4OJhDhw6xfPlyli1bxrJly1TvJycnM378eC5evMjWrVsJCQkhMDBQa37Onj1LmzZtaNeuHZcvX2bMmDGMHDlSbZ8As2bN4uOPP+b8+fM0adKETp060blzZ7766ivOnTtHqVKl6Ny5M8r0QebBwcE0atSIVq1acenSJdavX8+xY8fo378/AFu2bKFkyZKMGzdOdRxeSEhIYPr06axcuZKjR49y9+5dhgwZono/NjaWLl26cOzYMU6cOIGnpyefffYZsbGxankeO3Ysbdq04dKlS3z22Wd07NiRyMi0X0AVCgV169alQoUKnDlzht27dxMaGkqbNm0AePToEe3bt6dbt25cu3aNw4cP88UXX6ji06WU5GTu3AqifKYPD0NDQ8r7B3Dj+hWN29y8fpXy/gFq6/wqfsSN61cBeBL6EEVUhFoac4tCeHiX0bpPXXuRp8wfkuYWhSjlVYabWvL04tiU81M/NuX8K3MzKG/i0CY/x5ecnMztWzfw9a+kWmdoaIivf4CqzmV14/oVfLPV0So51r+EhHgMDAywKKTfoXEvhIU+JDoqgnJ+VVTr0sqwLDeDNA9NTCvD65T1z9jG0NCQsn6VuXVd8zaJiU85emAHRYo5YmdfLHeD0ELamff/PHwT1lX9CT/4j9q6sH3HsKnqD4CBkRFWFcsSfuB4RgKlkvCDx7GuWkGPOc2UPz2dhwAJCXGYmVtQoIB+7hrTxXn4LvlQPit0Se4JzX0f7D2hVlZWGBsbY25uTvHixQG4fv06AOPGjaNBgwY5bm9jY8P8+fMpUKAAPj4+NGnShAMHDtCzZ08AunXrpkrr7u7O3LlzqVy5MnFxcRTScHLOnDmTevXqMXLkSAC8vLz4999/+fnnn9UuXj/77DN69+4NwKhRo1iwYAGVK1emdevWAHz//fdUq1aN0NBQihcvzuTJk+nYsaPqfk9PT0/mzp1LrVq1WLBgAba2thQoUEDVY5tZcnIyv/32G6VKlQKgf//+jBs3TvV+3bp11dL//vvvWFtbc+TIEZo2bapaHxgYSPv27QGYNGkSc+fO5dSpUzRq1Ij58+dToUIFJk2apEq/ZMkSnJycuHHjBnFxcaSkpPDFF1/g4uICQPny5XMsm6SkJJKS1IcGmZiY5LiNJjExClJTn2NlrT70ycralgf372rcRhEVoTF9tCIi/f1I1bqsaRTpafQtOipClYfMrKxtVe9lFfvi2Nhk3+bh/f90k9E3lJ/ji42J1lJHbXigJZ+KqMhs6a2tbVFkGt6Y2bNnSaxauoCPa9bH3NwidzL+mhTp5WSZJd+W1rZER2nOd2wO5++jB+rHZt//bWLdsvkkJT7FoYQLw8fNo6CRUS5GoJ20M+//efgmTIrZkxQarrYuKTQcI6vCGJqaYGRjhWHBgiQ9iciSJgILb3d9ZlVF1+dh5m22rl9CnYYt3z7Tr0gX5+G75EP5rNClD/liUVc+2J7QnAQEBLw0TdmyZSlQoIDqtYODg9pw27Nnz9KsWTOcnZ0pXLgwtWrVAuDuXc2N2bVr1/j444/V1n388cfcvHmT55nuTcrcM1usWNov9Zkvyl6se5GXixcvsmzZMgoVKqRaGjZsSGpqKnfu3MkxRnNzc9UFqKYYQ0ND6dmzJ56enlhZWWFpaUlcXFy2GDPn2cLCAktLS7X8HTp0SC1/Pj4+QFovrp+fH/Xq1aN8+fK0bt2ahQsXEhWl+f6FFyZPnoyVlZXaMnny5By3+ZAcO7yHrq3rqpbnKfob7qQP+T0+fUpJSWHmlNGAkp5ff6e3v/v34d10b1Nbteh6SN7HtRoxcfYKfpr0G8VLODNv2g95eu9kfiDn4ftP3+chpPWATh83mBJObnzRvqfO/57IHXn1WSHebx9sT2hOLCxe/guOUZZfyQ0MDEhNTQUgPj6ehg0b0rBhQ1avXk2RIkW4e/cuDRs25NmzZ2+Vt8x/98X9m5rWvchLXFwcvXv3ZsCAAdn25eyc82x2mmLMPAy2S5cuREREMGfOHFxcXDAxMaFatWrZYszpWMXFxdGsWTOmTp2a7e87ODhQoEAB9u3bx/Hjx9m7dy/z5s3jxx9/5OTJk7i5uWnM94gRIxg8eLDaOhMTE/69G6sxvTaWltYYGhZQmwADIFoRiXWWX+ZfsLax05jeytou/X1b1TobW3u1NC5unq+VvzdVqconeHhlzIaXkn4vs8Y8aZnFr/CLYxOl6djk7SRe+T2+zApbWmmpo1Fa82ltY5stvUIRiXWWX7zTvlSMIvzJY0ZPmqPXX7YrVqmhNoNtSkpaGcZkKcMYRSTO7prPm8I5nL9Zf903tyiEuUUhijs64+Fdjt4d6nPmn8NUr9Uwt0LSStqZ9/88fBNJoeGYFFOfQdSkmD3J0bGkJibxLDyK1JQUTIraZUljR9Jj9R5UXdH3efg0IZ6fxwzC1MycQT9MpWBB/X1F1cV5+C7Jr58V+pQqPaG57oPuCTU2NlbrZcwt169fJyIigilTplCjRg18fHxeOilR6dKl+fvvv9XW/f3333h5ean1uL6uihUr8u+//+Lh4ZFtMTY2Bt78OPz9998MGDCAzz77TDWhUuYJhV41f1evXsXV1TVb/l78GGBgYMDHH3/M2LFjOX/+PMbGxvzxxx9a92liYoKlpaXa8ibDcQsaGeHm4c2VixkTPaWmpnLl4lm8tEyA4elTlisXzqqtu3T+NF4+aR/kRYs5Ym1jp5YmISGeW0H/at1nbjMzt6C4o5NqKeHshrWNHVczxZmQEE/wjX/x1JKnF8fm6iX1Y3P14hk8vfNuchDI//FlZmRkhLuHF5cvZtSn1NRULl88q6pzWXn5lONytjp6Rq3+vfhS8fjhfUZOnEVhSyvdBKBFtjJ0csPKxo6rF0+r0iQkxBF84yqe3pqH56eVoY/aNqmpqVy9dBoPH+1D+pUo02dGT9aaJjdJO/P+n4dvQnHiAnZ1q6qts69XnagTFwBQJicTfe4q9nWrZSQwMMCuTjUUJ87rJY/6PA8TEuKYOnoABQoaMfin6Rgbv/5n9tvQxXn4LsmvnxXi5SIjI+nYsSOWlpZYW1vTvXt34uLickz/zTff4O3tjZmZGc7OzgwYMIDo6Gi1dC8mM828rFu37rXy9kFfhLq6unLy5ElCQkIIDw9X9c69LWdnZ4yNjZk3bx63b99m27ZtjB8/PsdtvvvuOw4cOMD48eO5ceMGy5cvZ/78+WoTAb2J77//nuPHj9O/f38uXLjAzZs3+fPPP1UTE0HacTh69CgPHjx4rYtIT09PVq5cybVr1zh58iQdO3bEzMzstfL39ddfExkZSfv27Tl9+jTBwcHs2bOHrl278vz5c06ePMmkSZM4c+YMd+/eZcuWLYSFhVG6dOnX+jtvqknLthzcs50jB/6PB/dCWPzrdJISE6lVvwkAv8wYz9plC1TpGzdvw8VzJ9ixZS0P7v3HxtWLuX3rOg2bfgmknbSNW7Thj/XLOXPyL+6GBPPrzPHY2NoTUK2GXmLKysDAgEbN2/LH+mWcPfkXd0NusWDmOKxt7QmoWlOVbuKP/dmzY6Pq9Wct23NozzaOHtjJg3shLPl1GomJidSqn3E/sCIqgpDbNwh9eB+Ae/8FE3L7BnGx6o2ZxPfmmrZsy4E9Ozh8YBf374Ww8NcZJCU+pU79zwCYN2MCq5f9pkrfpPmXXDh3ku1b1vHg3n9sWL2E4FvXadT0CyDtS8WMySO5fSuIAUNGkZqaSlRUBFFREWozgOtTWhm2Y+uGpZw9eZR7Ibf436yxWNvaU6lqLVW6ST99zd5MZdi4RXsO7/0zvQzvsHTB1LTzt15aGT55/IBtG5dx59Y1wsMec+PaJeZO/QFjExP8KlXPlg9dkXbm/T8PC1iYY+nng6Vf2u0k5m4lsfTzwdTJAQDvCYPxW5ox4ue/39dh7uaEz+ShWHi749KnAw6tG3NnzjJVmjuzl+LUvQ0lOrWkkI875X4ZQ0ELM+4t36K3uDLT1XmYkBDH1FEDSEpMpOc3P/I0IR5FVASKqAi9Piopt89DgLjYGEJu3+DB3bTbnx7ev0vI7Ruq+2v16UP4rNAlpdJAZ4sudezYkatXr7Jv3z527NjB0aNH6dWrl9b0Dx8+5OHDh0yfPp0rV66wbNkydu/eTffu3bOlXbp0qWpS00ePHtGyZcvXytsHPRx3yJAhdOnShTJlyvD06VOWLl2aK/stUqQIy5Yt44cffmDu3LlUrFiR6dOn07x5c63bVKxYkQ0bNjBq1CjGjx+Pg4MD48aNy3FG3Vfh6+vLkSNH+PHHH6lRowZKpZJSpUrRtm1bVZpx48bRu3dvSpUqRVJS0ivPPLt48WJ69epFxYoVcXJyYtKkSa990ezo6Mjff//N999/z6effkpSUhIuLi40atQIQ0NDLC0tOXr0KLNnzyYmJgYXFxdmzJhB48aNX+vvvKnqNesTE61g46pFaQ93dvdk+LgZquE54WGhGBhmNCDepcvzzdAxrF/5O+tW/I/ijiUZ8uNknFwzJpJo3qojSYlPWThvGgnxcXiX8WX4uBl6/+U3s2atviIp8SmL5k9JewB5GV+Gj52llqfQxw+Ijcn4UletRn1ioqPYtHoRiqiItGMzdpbaJCL7d/3BlrWLVa/HDU97VlrvgT+pPtj1IT/H93HNesREK1i/ajGKqEhc3T34cdz0HOvowKGjWbtyIWtW/I6DY0mG/TgJ5/Q6GhkRxpmTxwAYOqCr2t8aM2kuZX3zZmbOpl90IinxKUt+mZxehn4MGzNHrQyfPH5AbIxC9bpqjQbERCvYvOZ3oqMicHH3YtiY2VilDz8zMjIm6N8L7N62jvj4WKysbfEpW4FRUxdlGyqoS9LOvP/noVWlclQ7sFL1usz0HwC4t2ILl7qPwMShCGbpF6QAT0Puc7p5b8rMGIHrN51JvP+Yy71/InzfMVWaRxt3YVzEFq/RAzApXoSYi9c41bQHz57k3cQ3ujgPQ4KDCL6RNkPrd73VHz8za+EfFCnmqPvA0M15eObkX/w2O2PixbnTRgPQqn03WnfM/qVelz6UzwqR4dq1a+zevZvTp0+r5ruZN28en332GdOnT8fRMfu5Va5cOTZv3qx6XapUKSZOnMhXX31FSkqK2jB5a2vrbJOavg4DpT6edSHEO+D8Tf3cR5MXKnjac/aG5hnr8oNKXrb5Oj5Ii/HSzZyH7b/PfD2LcjpIkdfZ0JnK3tb5uo2BD6Od2WnkndfZ0KkmyUFyHr7HKnja5+vPCUj7rHgXrdD+KNy31raq5qc6vMmtZJktWbKE7777Tm1Cz5SUFExNTdm4cSOff/75K+1n0aJFjBgxgrCwMNU6AwMDHB0dSUpKwt3dnT59+tC1a1fV3DSv4oMejiuEEEIIIYQQeUVXT3V4/PgxRYuqX9QXLFgQW1tbHj9+/Er7CA8PZ/z48dmG8I4bN44NGzawb98+WrVqRb9+/Zg3b95r5e+DHo4rhBBCCCGEEDnR5ey42p7qoM3w4cM1PlUis2vXrr11vmJiYmjSpAllypRhzJgxau+NHDlS9f8KFSoQHx/Pzz//rPFpHNrIRagQQgghhBBCaKHLmxdfd+jtd99999I5Y9zd3SlevHi2p3OkpKQQGRn50ns5Y2NjadSoEYULF+aPP/7I9rjFrD766CPGjx9PUlLSK8ciF6FCCCGEEEII8R4oUqQIRYoUeWm6atWqoVAoOHv2LJUqVQLg4MGDpKam8tFHH2ndLiYmhoYNG2JiYsK2bdswNTV96d+6cOECNjY2r3UxLRehQgghhBBCCKHF+ziNa+nSpWnUqBE9e/bkt99+Izk5mf79+9OuXTvVzLgPHjygXr16rFixgipVqhATE8Onn35KQkICq1atIiYmhpiYGCDt4rdAgQJs376d0NBQqlatiqmpKfv27XujJ2TIRagQQgghhBBC5DOrV6+mf//+1KtXD0NDQ1q1asXcuXNV7ycnJxMUFERCQgIA586d4+TJkwB4eHio7evOnTu4urpiZGTEL7/8wrfffotSqcTDw4OZM2fSs2fP18qbXIQKIYQQQgghhBa6nJhIl2xtbVmzZo3W911dXcn8tM7atWvzsqd3NmrUiEaNGr113uQRLUIIIYQQQggh9EZ6QoUQQgghhBBCi/fxntB3nfSECiGEEEIIIYTQG+kJFUIIIYQQQggtUlPzOgf5j1yECiGEEEIIIYQWMhw398lwXCGEEEIIIYQQeiM9oUIIIYQQQgihhfSE5j7pCRVCCCGEEEIIoTcGypc9kVQIIYQQQgghPlC/7NLdvr9urLt9v8tkOK74YJy4Hp3XWdCZqj5WnAmKyuts6EyAtw2Xbj7J62zolK9nUc7fDM/rbOhMBU97zt6IzOts6EwlL9t8XX6QVoan8nE7WsXHitNBirzOhk5V9rZmp5F3XmdDZ5okB+Xr87CCpz2fNDuS19nQqWPba+V1FoSeyEWoEEIIIYQQQmih24GjBjrc97tL7gkVQgghhBBCCKE30hMqhBBCCCGEEFrIDDq5Ty5ChRBCCCGEEEKL1NS8zkH+I8NxhRBCCCGEEELojfSECiGEEEIIIYQWMhw390lPqBBCCCGEEEIIvZGeUCGEEEIIIYTQIlV6QnOd9IQKIYQQQgghhNAb6QkVQgghhBBCCC3kntDcJz2hQgghhBBCCCH0RnpChRBCCCGEEEILpU5vCjXQ4b7fXdITKoQQQgghhBBCb+QiVLxU7dq1GTRoUI5pXF1dmT17do5pDAwM2Lp1KwAhISEYGBhw4cKFXMmjEEIIIYQQupCq1N3yoZLhuPlU7dq18ff3f+mFYW45ffo0FhYWr5zeycmJR48eYW9vD8Dhw4epU6cOUVFRWFtb6yiXb06pVPLHmt85vG8rCfFxePr40qXv9xR3dM5xu/07N7Jr6yqioyJwcvXkq15DKOVVVuP+Z4wbxOVz/zBgxDQqVa2to0g0UyqVbF6zkEN7/yQ+Pg6v0uXp1nfYS+Pbu3MTO/9YRXRUJM5uHnTp9Z1afAd3b+X40T3cCQ4i8WkCv6/Zh0WhwroOJ5vdO7awbctaFFGRuLiVolvvQXh6l9Ga/p9jh1i3ahFhoY8p7liSrwL7ULFyNQBSUlJYt3Ih586c4Mnjh5hbWFDeL4COgX2wtbPXV0hq9uzYzPYta1Tl0LX3t3jkEN+JYwfZsGqhKr4OgX2pULm66n2lUsnG1Ys4uGc78fGxeJf2pXu/ITiUcNJHOBoplUo2rV7Iob3biI+Pxau0L936DcPBMec87d25iR1bVmfU0d6D8chURw/s3srxI3sJCQ7i6dMEFq7dmyd1NLfL8NTxw+zbtZU7t4KIi41hytyluLp76SMUrZRKJVvW/M6h9HbUy8eXwFdoR/ft3Mj/ZWpHO2dpR5f8OpmrF08RFRmOqakZnj6+tO3SH8eSrjqOSF1aO/o7h/b+mRZfaV+6vkI7um/nRnb+sZroqAic3TzpnKkdjYuNZvOahVy+cJKIsFAsLa2pVLUWX3bsjblFIX2EBYDtJwG4f9cdq4rlMHUsyplW/QjddiDnbWpWocz04RQq40nivUfcmryA+yv+UEvj0rcD7oO7Y1K8CDGXrnN10HiiT1/WZSg5+hDa0u4dXWn2aXEKWxTk8rUYpv96k/uPnmpNb2gI3dq78mmdothZGxMe+Yz/O/CY5evvvtV+3zcyMVHuk55QodWzZ89eOW2RIkUwNzd/5fQFChSgePHiFCz4fvwO8n9bVrBv53oC+w5n1M9LMDE1Y/qYATx7lqR1m5N/7WPtktm0aNuDsTNX4OTmyfQxA4hRRGZLu2fbWgwM8u6egB1bVrJnxwa69v2ecT8vwsTEjCmjB+UY3z9/7WP14jl80a4HE2Ytx9nVkymjBxGdKb6kpER8K1ajRetAPUSh2d9HD7B80WyrSyIAAJ1PSURBVHxatw9k6pxFuLh5MHHUd0QrojSmD7p2mdnTxlK3QROmzV1Mlao1mDbxB+6G3AbSYrodfIMv23Vh6pzFDPlhIg8f3GXq+OH6DEvl+NH9rFw0jy/bd2PynCW4uHkwedTgHOObO20MdRo0ZcrcpQRUrcH0iSO4lx4fwLbNq9m9fRM9vh7KhBkLMTE1ZfKowTnWB13bvnkVe3ZspFu/YYyfvhhTUzOmjHpZHd3PqkVz+aJ9dybOXoazmydTRn2rVkefJSXiV7EqLVp30UcYGumiDBMTE/Ep40uHwL76CuOldm5Zwd6d6+nadzhj0tvRaS9pR0/8tY81S2bzedsejJ+5Amc3T6aNGaBWhq6lfOg5YCRT569n2Ji5KJVKpo3+htTnz/URlsqOLSvZu2MD3fp+z9ifF2NiYsrU0QNfGt/qxXP4vF339HbUg6mjB6rii4oMRxEZRoeuA5gybw29Bo7i0rl/WDhvgr7CAqCAhTkxl4K4MmDsK6U3cy1J5W3/I+LwSY4FtODOvOWU/98E7Bt8okrj0LoxpX8ewc0Jv3CsyufEXrrORzsXY1zEVldh5OhDaEs7tnLiy6YlmP7rTXoNOc/TxOfMHFceYyPt3z86tnKm5WeOzPrtFh37nWbBstt0/MKJL5uVeKv9CiEXoflQYGAgR44cYc6cORgYGGBgYMCyZcuy9TBu3bpV7cJnzJgx+Pv7s2jRItzc3DA1NVW9l5KSQv/+/bGyssLe3p6RI0eizPSzUNbhuDdv3qRmzZqYmppSpkwZ9u3bp/a3Mw/HDQkJoU6dOgDY2NhgYGBAYGAgK1aswM7OjqQk9ca6ZcuWdOrU6W0P0ytTKpXs2b6OZq27UfGjWji7etJr0BgUkeGcO3FE63a7/1xDrU9bUrN+M0o4uxPYdzjGJqYc3b9dLd1/t2+w+881dP/mJ12HopFSqWT3tvW0bNOVgKo1cXbzpO+3o1FEhnP2xFGt2+36cy11Pm1BrfpNKensRrd+32NiYsqR/TtUaRq3aEfzLzvj4Z2991dfdmxdT72GzajToAlOzm70+noIxiamHNy3U2P6nds24V+pCi1adaCkkyvtOvXAvZQXu3dsAcDCohCjJsyieo26lCjpjJdPWbr3+Zbbt4IIexKqz9DS8rt1PXUbNqN2gyaUdHajx9dDMTYx4fC+HRrT79q2Ab9KH9GsVUdKOLnStlMv3Ep5sWfHJiCtPuz6cwOft+1CQNUauLh58PXgkURFhnPmn7/0GZpKRh0NTK+jHvT9dhSKyHDO5FBH/2/rWuo0bE7t9Dravd8wTExMOLIvSx1t3RkPn3L6CEWj3C5DgJp1G9GqfTfK+VfWVxg5UiqV7N6+juatu1EpvR3tnd6Ons2hHd315xpqZ2pHu/YdjkmWdrRuw8/xKVuRIsUccS3lw5df9SEiPJSwJ4/0ERrwoo6uo0WbrlSqWgtnN0/6fPsq8b1oR9Pj6zc8vR1Ni8/JpRQDR0ylYpUaFHMoSVm/AFp/1Zfzp47x/HmKvsIjbM9RboyeTeif+18pvUuvdjy9c59rw6YSd/02//26mseb9+A2MFCVxm1QV+4t3sD95VuIuxbM5X6jeZ6QiFNgKx1FkbMPoS1t3bwEKzb8x7GTEQSHxDNh1nXsbE2oUVX7KJ5ypS05diKcf85E8vhJEoePh3PqQhSlPQu/1X7fN6mpSp0tHyq5CM2H5syZQ7Vq1ejZsyePHj3i0aNHPH/FX4Rv3brF5s2b2bJli9r9msuXL6dgwYKcOnWKOXPmMHPmTBYtWqRxH6mpqXzxxRcYGxtz8uRJfvvtN77//nutf9PJyYnNmzcDEBQUxKNHj5gzZw6tW7fm+fPnbNu2TZX2yZMn7Ny5k27dur1SPLkhLPQh0VERlPWrolpnblEId6+y3ArSPGwoJTmZkODrlPXL+AJoaGhIWb/KatskJSXy24yRdO49FGubvGmsw0IfooiKUMuruUUhSnmV5WYO8d25FaT2BdfQ0JByfpW5eT3vhlJllZyczO1bN/D1r6RaZ2hoiK9/ADeuX9W4zY3rV/D1D1Bb51exCjeuX9H6dxIS4jEwMMCikP6Gx0FGOZTPUg7l/QO05vfm9auUzxbfR6rj8SS9PmROY25RCA/vMjkeA116kafM9S2tjpbhppY8qepolnOwnH9lbgblTRya6KIM30Uv2tFyOmhHM0tMfMrR/dspUswRO/tiuRtEDrTF9/J29Dpl/TO2UcWXQzuakBCHmbkFBQq8uyOJrKv6E37wH7V1YfuOYVPVHwADIyOsKpYl/MDxjARKJeEHj2NdtYIec5rmQ2hLHYuZYm9rwukLGT278QnP+fdGDOV8LLVud+VaDJX8bHByNAPAw9UC39JWnDgb+Vb7FeLdbcHEG7OyssLY2Bhzc3OKFy8OpA1/fRXPnj1jxYoVFClSRG29k5MTs2bNwsDAAG9vby5fvsysWbPo2bNntn3s37+f69evs2fPHhwdHQGYNGkSjRs31vg3CxQogK1t2vCbokWLqvXYdujQgaVLl9K6dWsAVq1ahbOzM7Vr19YaQ1JSUrbeUxMTk5fGrk10VAQAVtbqQ4QsrW1V72UVG6MgNfV5tm2srG15dP8/1es1i2fh4VOeih/VeuP8vS2FlvisrG1V72WlLT5LaxsePgjRST7fRGxMtJZysOFBpnLITBEVmS29tbUtCg3DqAGePUti1dIFfFyzPubmr35fdG6IyaGePbh/V+M2iqgIjemjFRHp70eq1mVNo1Borg+6pu0ctHqVc9Am+zYPtZR9XtBFGb6LcmpnXrcdtdRQhvv/bxPrls8jKfEpDiVc+H7sfAoaGeViBDl7EZ+lxs8JzW1Hjp8TDzTX0dgYBVvXL6FOw5Zvn2kdMilmT1JouNq6pNBwjKwKY2hqgpGNFYYFC5L0JCJLmggsvN31mVXgw2hLbW2MAYhSJKutj1I8U72nyapNd7EwL8DqBZVJTVViaGjA7yvvsO/Ik7fa7/tG7gnNfdITKtS4uLhkuwAFqFq1qtrQ3WrVqnHz5k2NPazXrl3DyclJdQH6Iv2b6NmzJ3v37uXBgwcALFu2jMDAwBzvn5w8eTJWVlZqy+TJk1/5bx4/vJtebWupFl0NeTp38ijXLp2hY4/BOtm/Nn8f3k23NnVUiz6HdOU3KSkpzJwyGlDS8+vv8jo7+caxw3vo2rquanmeInX0ffP34d30aFtLtei6naleqxETZq3kx0m/UdzRmfk//6DT++7+Pryb7m1qqxZ9tKMJCXFMHzeYEk5ufNE++w/AQmTWoFZR9m74RLUULPhm92fW/aQIDWoVZez0a3QbdI6Js6/T/nMnGtXV30gDkT9JT+gHwtDQUO0eTkgbqpjV68xwqw8VKlTAz8+PFStW8Omnn3L16lV27tR8L98LI0aMYPBg9Qs7ExMTzt9JfLW/WaUGpTLdw5icnDZBU7QiEmvbjCGzMYpInN00zzZZ2NIaQ8MCapNnvNiHlY0dANcun+HJ4/v07VBPLc28qcPxLuPPiIm/vVJ+X1fFKjXUZpZMSUlW5c0mU3zRikhc3D017kNbfDGKKKys7XSQ6zdT2NJKSzlEYW2jOZ/WNrbZ0isUkVhn+TU77QJ0FOFPHjN60hy994ICWOZQz6yz9AC+YG1jp7leppfbi+001gc3zfUht1Wq8gkeXhkzUqYk51RHX3IORmk6Nu9OHdVFGb4LKlapoXYvuLZ2NK1evV47GqOhDM0tCmFuUYjijs54eJWnd8d6nD1xmGo1G+ZWSGq0taMxWepojCIS59dsR9PKUr3snybE8/OYQZiamTPoh6nv/KR+SaHhmBRTv8XEpJg9ydGxpCYm8Sw8itSUFEyK2mVJY0fSY/UeVH3Ij23psVMR/HvjjOq1sVFav5ONtRERURkTT9pYG3PrdpzW/fTr6s7qTfc48FcYALf/i6d4EVM6tXZm98FQItP39br7fd9IT2juk57QfMrY2Fitl7JIkSLExsYSHx+vWvc6z+g8efKk2usTJ07g6empcZhv6dKluXfvHo8ePVJL/7L8Ahp7Vnv06MGyZctYunQp9evXx8kp56nNTUxMsLS0VFteZziumbkFxRycVEsJJ3esbOz499JpVZqnCXHcvnEVD+/yGvdR0MgI11I+atukpqby76Uzqm2atOrMhDlrGD97lWoB6NDtW3oMGPnK+X1dZuYWFHd0Ui0lnNywtrHj6sWMvCYkxBN84yqeOcTn5uGttk1qaipXLp3G00fzNnnByMgIdw8vLl88q1qXmprK5Ytn8fLRPFmSl085Ll84q7bu0vkzeGWauObFBejjh/cZOXEWhS2tdBPAS7wohysXM75opKamcuXiWbX8ZubpU5Yr2eI7rToeRYs5Ym1jp5YmISGeW0H/at1nbstWR51f1NGMONPq6L94asmTqo5eUj82Vy+ewdM77yYhykoXZfgu0NaOXs2FdvRqpnZUEyVKUCo1/tCaWzS1o1bZ2tG4V2hHfbK1o1cvncYjUzuakBDH1NEDKFDQiME/TcfY+M1vL9EXxYkL2NWtqrbOvl51ok5cAECZnEz0uavY1800SsrAALs61VCcOK/HnKbJj23p06fPefAoUbXcuZtAeGQSAX42qjTmZgUo42XJlesxWvdjalKA1CxXYM9TlRimd6w+DE18o/0KIReh+ZSrqysnT54kJCSE8PBwPvroI8zNzfnhhx8IDg5mzZo1LFu27JX3d/fuXQYPHkxQUBBr165l3rx5DBw4UGPa+vXr4+XlRZcuXbh48SJ//fUXP/74Y477d3FxwcDAgB07dhAWFkZcXMavZx06dOD+/fssXLhQrxMSvWBgYEDDZu3YtmEJ504e5V7ILX6fPQZrW3sqVs24l3PqyH7s27lB9bpRiw4c2fsnxw7u4OG9Oyz/bSpJiU+pUb8pANY29pR0KaW2ANgVKUaRYiXQFwMDAxo1b8vWDcs4e/Iod0Nu8dussVjb2lOpak1Vukk/9Wfvjo2q141btP9/9u46Kqq0jwP4d0BaKQGTlJJGsbsVW9dESXNtxXpXQbBdA3FddQXFwli7E+wEFdRFkFAQkQ5Jifv+gYwMJcrMXBh+n3M4x7lz5/p9uHcu88xT8L9+HndvXUJsTBT279qEvNxc9OgzmLtPWmoy3keGIT7uIwAg5kME3keGIfNLutDKN2TEONy6dhG3b13Bx5j32Pv3FuTl5qBXX2sAwI4ta3DE53ur8+Bhv+Hl8ye4cPoYYmM+4MSRfYgIf4uBQ0YBKK6Ablm/EpHhoZjr7IKioiKkpiYjNTVZoB96KzN4xDj4XbuAO7cuIzbmPbz/3lx8HvoWn4edW1bjqM8u7v6Dho1F0PPHuHj6KGJjPuDfI96IDH+LAUN+A1B8PQwaPhZnjh9AwJN7iH4fgb+3roaSsgqsOnUTevlKMg0cNg5njvsg8Mk9RL8Px66t7lBUVoFVqWt07R+zca3UNWo9YgL8r5Vco++x7+9NyM3NRY9v70Gg1DX6ib1rlN/nEAAyv2TgfWQYYqOjAACfPkbjfWRYpeO8BY3D4WDg0PE4V+o+uvvbfbRtqfvo+jL30UHDJ+L29XO453cRsTFR8Pl2H+3+7RwmfI7F+ZM+iAoPQVLiZ4SFBGPHxuWQlJKCedvO5XIItHzDxuPsif0I/Fa+Pdz76PfyrVsxq9x99Pb1c6Xuoxu/3UeLy5ednYmNLnORl5uLqXP+QE52FtJSk5GWmizUJWjE5WQhb24IeXNDAICsdkvImxtCWr0ZAMBgzUKY79/I3f/DP8cgq60Ow/WLIWegA80ZE9FszCBEbffh7hPlsR/qTmPRYvIINDTUgcnOVWggJ4OYA6eFVq7S6sO99N/zsbAbp4Eu7RtDR1MOKxYaIjklD/cef2999lhjhlGDvw+nevAsGbZjNdHJShlN1aTQvWNjjBvREncfJf3Uceu6IoYR2E99Vbv7c5Bf5uzsDDs7OxgZGSEnJwdRUVE4fPgwFi9ejL1796JPnz5YtWoVpk2bVq3j2draIicnB+3bt4e4uDjmzZtX6WvFxMRw5swZODk5oX379tDS0oKnpycGDhxY6fFbtGgBNzc3LFu2DA4ODrC1teVWkhUUFDB69GhcunQJI0aM+NlfBV9Yj7JFXm4ufP5eh+ysTOi1Noez63aeb6QTPsciMyON+7hDt37IyEjFad9/vi1Crg9n1+21qstciSGjJiMvNxfeOzcUL7JuZIalqzx4yhf/+SO+lCpfp2798CU9DSd99yI9NRmaOnpYumobt7sxANy6chqnj3lzH69ePgMAMG3eCu6HLEHr0r0PMtLTcPywN9JSU6Clo4s/3Ddzu0olJcaDI/Z9rIxBa1PMW+yKo4f2wvfgP2jWvCWW/LEOGlrFk2WkJCci4Ml9AMDiuQ48/9eqdZ4wNhPuzI6du/dFRnoa/j3shbTU4i7Uy9y3VFm+OYtX4fihf3Ds4B40bd4Szn+sh7rW98lAho22QV5uDvbu2ITsrEwYGJlhmfsWVltgho6ehLzcHHj99f0aXea2rcw1GosvGd8rj5269UVGeipOHvFC2rdrdJnbNp7Jim5eOYPTR79fo+7LitfVnD5vBffDp6AJ4hwGPLmH3R7ruI89N7kCAEZPcMQYGyehlKuswd/uo/u+3Uf1W5tjcQX30dL3mY7d+uFLRipOlbqPLi51H5WQkETofy9x7fwxZGVlQEFBGQbGlnDZ4F2uS6ugFd9Hc7Bv5/pv16g5lqz6cfky0tO45dPU0ceSVR7c++j7iFBEhBXPtrpoOu/SJdv2noFqk+YQBoW2Juh06xD3sdHm/wEAYg6eRrDTckg1U4XMtwopAOS8/4hnw6bDaMtyaM2xRe7Hz3g1fQWSbtzn7hP37xVIqipD33UupJqqIiMoBE+HTMHXBHa+KKkP99Ijp2IgLS2OJbP10VCuAV79l45Frq/wNf97RahFUxkoyn+f1GvbnnBMtdHCopl6UFKQQFLKV5y/Gof9xz781HHrOqaI7QSih8OUHShISC3Up08fGBsbw9PT85eP8fit8Fo2hK2joQICQiteUFsUWBkoIfhdAtsxBMpMTw0v3onOt8ZlWeqpIDCs4llCRUFbfWWRPn9A8Tl8KsL30faGCngWmsZ2DIFqZ6CISxIGbMcQmMH5oSL9PrTUU0HXoZWvOysK7l9gb7WAqrgfEdzkYy429bNNsH6WmtQZqampuH37Nm7fvo2///6b7TiEEEIIIaSeoTY7/qNKKKnVLC0tkZqaio0bN8LAQHS/vSWEEEIIIaS+oEooqdXev3/PdgRCCCGEEFKPFdGYUL6j2XEJIYQQQgghhAgNtYQSQgghhBBCSCVoTCj/UUsoIYQQQgghhBChoZZQQgghhBBCCKlEETWE8h1VQgkhhBBCCCGkEgzVQvmOuuMSQgghhBBCCBEaagklhBBCCCGEkErQvET8Ry2hhBBCCCGEEEKEhlpCCSGEEEIIIaQSRTQmlO+oJZQQQgghhBBCiNBQSyghhBBCCCGEVIKhQaF8Ry2hhBBCCCGEEEKEhsNQ1Z4QQgghhBBCKrRkd47Ajr1phozAjl2bUXdcUm88D0tmO4LAtNFvjIDQVLZjCIyVgRJeh39mO4ZAmeg2xavweLZjCIypbhM8C01jO4bAtDNQRGBYCtsxBKqtvjKevk1nO4bAtDdUwIt3SWzHEChLPRWRLqOlngouSRiwHUNgBueHivT5A4rPYW1URG12fEfdcQkhhBBCCCGECA21hBJCCCGEEEJIJWj0Iv9RSyghhBBCCCGEiJiUlBTY2NhAXl4eioqKcHJyQmZmZpWv6dmzJzgcDs/PjBkzePaJjo7G4MGDISsrCzU1NSxevBgFBQU/lY1aQgkhhBBCCCGkEkVFdbMl1MbGBnFxcbhx4wby8/Ph4OCAadOmwdfXt8rXTZ06Fe7u7tzHsrKy3H8XFhZi8ODBaNq0KR4+fIi4uDjY2tpCQkIC69atq3Y2qoQSQgghhBBCCAvy8vKQl5fHs01KSgpSUlI1Om5ISAiuXr2KZ8+ewcrKCgCwY8cOWFtbY/PmzWjevHmlr5WVlUXTpk0rfO769ev477//cPPmTTRp0gQWFhZYvXo1li5dilWrVkFSUrJa+ag7LiGEEEIIIYRUgmEE97N+/XooKCjw/Kxfv77GmR89egRFRUVuBRQA+vbtCzExMTx58qTK1x45cgQqKiowMTHB8uXLkZ2dzXNcU1NTNGnShLttwIAByMjIwJs3b6qdj1pCCSGEEEIIIYQFy5cvx8KFC3m21bQVFAA+f/4MNTU1nm0NGjSAsrIyPn+ufNm7iRMnQlNTE82bN0dwcDCWLl2K0NBQnD59mnvc0hVQANzHVR23LKqEEkIIIYQQQkglGAGOCf3ZrrfLli3Dxo0bq9wnJCTkl/NMmzaN+29TU1M0a9YMffr0QUREBFq1avXLxy2LKqGEEEIIIYQQUomiWrREy6JFi2Bvb1/lPjo6OmjatCkSEhJ4thcUFCAlJaXS8Z4V6dChAwAgPDwcrVq1QtOmTfH06VOefeLj4wHgp45LlVBCCCGEEEIIqQNUVVWhqqr6w/06deqEtLQ0BAYGom3btgAAPz8/FBUVcSuW1fHy5UsAQLNmzbjHXbt2LRISErjdfW/cuAF5eXkYGRlV+7g0MREhhBBCCCGEVIIpYgT2IyitW7fGwIEDMXXqVDx9+hQPHjzA7NmzMX78eO7MuLGxsTA0NOS2bEZERGD16tUIDAzE+/fvcf78edja2qJ79+4wMzMDAPTv3x9GRkaYPHkygoKCcO3aNaxYsQKzZs36qW7FVAklhBBCCCGEEBFz5MgRGBoaok+fPrC2tkbXrl3xzz//cJ/Pz89HaGgod/ZbSUlJ3Lx5E/3794ehoSEWLVqE0aNH48KFC9zXiIuL4+LFixAXF0enTp0wadIk2Nra8qwrWh3UHZcQQgghhBBCKiHIFktBUlZWhq+vb6XPa2lpgSk13lVdXR137tz54XE1NTVx+fLlGmWjllDy027fvg0Oh4O0tLRK9/Hx8YGioiL38apVq2BhYcF9bG9vjxEjRggsIyGEEEIIIaR2opbQeszHxwfz58+vsjL5q8aNGwdra+tKn9++fTvPNy89e/aEhYUFPDw8+J6FHxiGwckjXvC7fh5ZWV9g0NoMjr8vRrPm6lW+7vqlU7hw+gjSU1Ogoa0L++kLoav/fdD21695OOy9A4/u3UR+fj7MLTvAYaYzFJWUBV0kHgzD4JTvXvhfP4esrEzotzaF48wlaNpco8rXXb90EpfOHOaWz27aIrTSN+Y+73f1LB7evYaoiFDk5mTjH98bkGvYSNDFKefKxTM4d+oY0lJToKXdCk4z5kHPoHWl+z+854+jh/chMf4zmjVvgUkOM9C2XUfu88eP7Mf9u35ITkxAgwYNoKNrgIm2U6BvWP0B+fx05eJpnP9WPk1u+SrP8vCeP44d9uYpX5t2nQAUz5x39OBevAh4jPjPcZCVk4OphRUm2U+HcmMVYRWpnOJr9B/4Xz+H7KxM6Lc2g0M1rtEbl/7FpTNHkJ6aDA1tPdiWukYzv6TjlO9evHr5BMmJ8ZCXV0Tbjj3wm810yMo1FEaxuIrvMXvh/+0eo9/aDI6/L6nGPeYkLpa6x9hNXwjdUu/BW1fP4uGd63gfEYqcnGzsPXqdlfcgUFzG077/wP/G2eJzaGgG+5lLq3UOL589jPTUZKhr6cF2mjPPfWbf3+vxJugpUlOSIC0tAz1DM4yzm43mLbUEXCJe1y6ewoXTvtxz4TB9AXSreB8+vu+HE4f3IjH+M5o2b4mJ9jNh2a4z9/mnD2/jxpWziAoPReaXDGzw3A8tHX1hFKVC/C4fwzD494gX/K5d4P5ddfrdGc1aVH3NC4JyVyvoLHKCQhsTSDdXQ8Do3xF//lbVr+neHkabl6GhkR5yY+IQvn4XPh48w7OP5syJ0FnoBKmmqsgIfos381cj/dkrQRalSqJ8DgWtjjaE1mrUEkoEQkZGptwCuaUpKCjwtJTWdhdOHcbVi//C6ffFWL3ZC1LS0tjgsgBfv+ZV+ppH927ikJcnRk9wxDqP/dDU1sUGlwVIT0vh7nPIyxPPnz7AvKVr4LJ+J1JTErFt/XJhFInHxdOHcO3iCTjMXAr3P70gJSWDDa7zf1C+GzjivR2jxk/Bmm0HoKGlhw2u83nKl5eXC7M2nTB8jL0QSlGxB3f94LN3J8ZOtMOfnnuhqd0Kq1c6Iz0ttcL93/73Gts2rUaf/tbY7LkX7Tt1w6Y1fyD6fSR3n+YtWmLKjHnYunM/1vz5F9SaNC0+ZnqakEr13YO7t3Bg706MmWiPTZ5e0NLWxZoqy/cKHpvc0af/YPzp6YV2ZcqXl5eLqIh3+G2CHTZ5emHxH2vw6WM0NrgL/7os7eLpQ7h+8QQcZy6F25/ekJKSxkbXeVVeo4+/XaMjxzt9u0Z1sdF1HvcaTU1JQlpKIiY6zMWGHb6YNs8Fwc8fYe+ONcIqFteFU4dx7eK/cPx9CVZv9oa0tAw2uPzoPXgTh708MWqCE9Z6+EBDW6/cPeZrXi7M23TE8DF2wihGlS6dPojrl47DYeYyrPpzH6SkZbBp1dwfnkPffR4YOW4KVm89CA1tPWxaNZenjFqtDDF17kps/Os4lqzyBMMw2OQ6B0WFhcIoFgDg4d2bOOS1A79NcMT67fugqa2L9S4LK30fhoa8guemVejVbwg2eO6HVcdu2Lx2OWJK3Wdyc3NhaGSGifYzhVWMSgmifOdPHcHVCycxZdZirNmyF1LS0ljvsrDK60FQxOVkkREcitdz3aq1v4xWS7Q7vwfJt5/gvtVwRO04ANM9a6DSryt3n2ZjBqH1n8vxbs1O3G8/El+C36LDJW9Iqgr3S+YSon4OSd1DldA6rGfPnpg9ezZmz54NBQUFqKioYOXKldwWxtTUVNja2kJJSQmysrIYNGgQ3r17B6C4S62DgwPS09PB4XDA4XCwatUqAMChQ4dgZWWFRo0aoWnTppg4cWK5dYYA4MGDBzAzM4O0tDQ6duyI169fc58r2x23rNLdce3t7XHnzh1s376dmyUqKgq6urrYvHkzz+tevnwJDoeD8PDwGvzmfg7DMLhy/gRGjrWHVcfu0NTWxe8LXJCakoSAx3crfd2ls8fQe8Aw9Ow7BC01tOH0+xJISknh9o2LAIDsrEz437iAyVPmwMTcCjq6hpg+7w+EhbzCu7evKz0uvzEMg6vnj2PEWAdYdewODW09zFzgirSUJARWUb4r546iV//h6PGtfI6/L4WUlDTu3LzI3WfQ8PEY9pstdA2MKz2OoF04cwJ9Bw5B737WUNfQwvTZiyAlLY1b1ysey3Dp/ElYtm2PEaMnoKWGFiZMdoJ2K31cufj9G+5uPfvB3NIKTZs1h4amNuynzkJ2dhY+REUIq1hcZcs37Vv5/K5fqnD/y+dPwqJtewznlm/Kt/KdBgDIyTWEy9qt6NytN1q01IC+oTGmzJyPyPBQJCbEC7NoXMXX6DEMH+uAth17QENbDzMWrPp2jVY+duX7NToULTR04PD7sm/XaPEEC+qarTBv+Ua0ad8NTZq1hLG5FcZMmokXT++jsLBAWMUr9R60//Ye1MXMBS5I+8E95vLZo+hV5h4jJSWFOzfKvAfH2ELX0EQYRakUwzC4euEYho1xRNsOPaChpYfp86tzDn3Rs/8IdC85hzOLz+Hdm98nyeg9YCQMjdtAtUlzaLUyxG+TZiA5KR6JCXHCKBoA4NLZ4+g9YCh69huMlhramDJrMc/9vqwr50/AvG0HDB1tgxbqWhg3eRq0W+nj2sWT3H269x6I0RMcYWLRTljFqBS/y8cwDK6cO4GR4+xg1bEbNLV1MWvhyuK/q4/uCbNoAIDEa3cR5uqB+HM3q7W/5rTxyIn6iJAlG5H5NhIf/j6Cz6euQXuePXcf7fkOiPE+gY8HTiMzJAKvfndFYXYu1O1HC6gUVRP1cyhodXF23NqOKqF13IEDB9CgQQM8ffoU27dvx9atW+Hl5QWguHIXEBCA8+fP49GjR2AYBtbW1sjPz0fnzp3h4eEBeXl5xMXFIS4uDs7OzgCKZ8pavXo1goKCcPbsWbx//77CRXEXL16MLVu24NmzZ1BVVcXQoUORn5//02XYvn07OnXqhKlTp3KzaGhowNHREfv37+fZd//+/ejevTt0dXV//pf1ixLiPyEtNRkmFlbcbbJyDdFK36jSymJBfj6iwkNhYv79NWJiYjCxaId3ocWviQx/i8KCApiYf/+A0UJdCyqqTYRaCU38Vj7jUjmKy2eMd6EVdxvilq/UhyMxMTGYmLfDu7fsdTUqKz8/HxHhYTCzaMvdJiYmBjOLtgh7+6bC14S9fcOzPwBYtGmH0Er2z8/Px40rFyAr1xBa2q34F74a8vPzERkeBjML3uvM1KJtpXkrLl/7Sn8fAJCdlQUOhwO5hsLtoloiMf4T0lOTYWLenrutetfoWxhbfH+NmJgYjM3bIbyKazQ7OxMysnIQFxfeaJXv95iy78Hq3GPKvAdL3WNqk8rOoY6+McKrOIfvI97y3Ju457CS1+Tm5uDuzQtQbdIcjVWa8LcQlSg5F6Zl7oemFlYIq+T8vXv7Bqal3rcAYN6mQ5XvQ7YIonwl17xpmb+rugZGlR6zNlHsaIEkv0c82xJv3IdSRwsAAEdCAgptjJF06+H3HRgGSX4PodjRUohJi9E5rDmGYQT2U1/RmNA6Tl1dHdu2bQOHw4GBgQFevXqFbdu2oWfPnjh//jwePHiAzp2L++8fOXIE6urqOHv2LMaMGQMFBQVwOBw0bdqU55iOjo7cf+vo6MDT0xPt2rVDZmYmGpb6EOrq6op+/foBKK4Mt2zZEmfOnMHYsWN/qgwKCgqQlJSErKwsTxZ7e3u4uLjg6dOnaN++PfLz8+Hr61uudbSsvLw85OXxdgX5mXWLykpPLe72paDI24VGQVEZaakpFb0EGRlpKCoqhIJS+dd8+viBe9wGDSTKjc9SUFRGWlryL+f9WWmpydz/t1yO1IpzfCkpX5nXyCsq4VPse4Hk/BVfMtJRVFQIRUUlnu0KikqIjYmu8DVpqSlQKLO/oqJSuXMd8PQhtm10R15eLpSUG8N1zWbIKyjyNf+PlJSvfF7lKsunWO5cly9fia9f83B4/2506dEHsrJy/An+k0quQ/ly15sy9/1ZVmXXqIKiMuJiP1T6mrPH96HXgBE1D/0T0qt4D6b/6D1YxT2mNqnqPvPDMlZw3suW8eblkzh2YAfycnPQrIUmlrr9hQYSEnwsQeUyqrjWYj9W9j5Mrvh3IcR7f3UJonxpVf1drYW/g7KkmqggLz6JZ1tefBIkFBpBTFoKEkoKEGvQAHkJyWX2SYacgY4wowKgc0hqJ2oJreM6duwIDofDfdypUye8e/cO//33Hxo0aIAOHTpwn2vcuDEMDAwQEhJS5TEDAwMxdOhQaGhooFGjRujRowcAIDqa90bVqVMn7r+VlZWrdeyf0bx5cwwePBj79u0DAFy4cAF5eXkYM2ZMla9bv349FBQUeH7Wr19f7f/3/u1rsB/Th/tTUCC8bnnC8OD2VTiO7cX9EWa3Q1FiYmaJzTu8sG7zTli0aY8tG1ZVOramriooKMDW9a5gwGDarEVC+38f3L4Kp7E9uT/CuEazszOx2X0hWqhrY9SEqQL9v+7fvgaHMb25P4Uido8Bis/hlHE9uD+CPoedewzEmm2H8Me63WjaXAN//fk/GpdGCOGboiJGYD/1FbWEEh5ZWVkYMGAABgwYgCNHjkBVVRXR0dEYMGAAvn79KvQ8U6ZMweTJk7Ft2zbs378f48aNg6ysbJWvWb58ORYuXMizTUpKCm8+ZFbr/2zbvivP7JL5+cXlTk9LgZLy99lB09NSoKWjV+Ex5OUVISYmXq6VJj0thTvzrYKSMgoK8pGV+YWnNTQ9LQWKio2rlfVXtGnfjWdmyYKCfO7/W7Z8mpWUr1FJ+dJ4y5eRlgoFAWb/WY3kFSAmJo60MpXD9LTUSmcgVlRSLleZTKtgf2lpGTRr3hLNmreEvqExZk2diFvXL2HU2En8LUQVSspXPm9KleVLSyt7XZYvX0FBAbZucEViYjxWrfMQaitoZddoRplrNCMtBRo/eY2mp6WU++Y+JzsLf66aD2kZWcz/30Y0aCDYP43F95jvM1IW5Ff1Hqx4NtRGVd5j2H8PtmnfjWcseOn7qGLZMmr/oIzl7jPlyygr1xCycg3RtLkGdPVNMd2mDwIf30an7gP4VaRKyVdxrVX+PmxcybXJ/rkrSxDlK3ldhde8dsXv6dokLz4JUk14ZwuXaqKC/PQvKMrNw9ekVBQVFEBKrXGZfRoj7zNvC6ow0DkktRG1hNZxT5484Xn8+PFj6OnpwcjICAUFBTzPJycnIzQ0FEZGxR9+JCUlUVhm9sC3b98iOTkZGzZsQLdu3WBoaFjhpEQl/1eJ1NRUhIWFoXXrype9qEpFWQDA2toacnJy2LVrF65evcrTVbgyUlJSkJeX5/n5me64MrJyaNq8JfenpYY2FJUa43VQAHef7OwsRIT9B71KJvtoICEBbV0DvA4O5G4rKirCm6AA6BkUv0ZH1xDiDRrwHPfTxw9ISoyv9Lj8UFw+de5PC/Xi8r0Jesbdp7h8b6BnYFrhMUrKV/o1RUVFeB38DHqGFb+GDRISEmilq49XL3nPQ/DL59A3rHiyJH1DYwQHBfJsC34RAINK9i/BFDG/NCa6JiQkJKBTQflevXxeaV59Q2O8CnrOsy3oxTOe30dJBTTu00e4rN2GRvIKgilAJSq6RhXKXaOZ1bhGDctdo2+Cn0G31DWanZ2Jja5zId5AAgtXbIak5K933a+ucuXTKHkP/vw95k3w99eUvcewSUZWDk2aqXN/WqjrFJ/D4O/nIyc7E5Fhb6BbxTnUamWI/4LLnsOASl8DAAwYgBHe+5F7vw/iPRevgwKhX8n50zM0xuuXZe8zzyq9L7FJEOVTa9K8+O9qqX2ys7MQHvpfpcesTdIev0Tj3h15tqn06YzUxy8BAEx+PtKfv4FK7+89xsDhoHGvTkh7/EKISYvROaw5GhPKf1QJreOio6OxcOFChIaG4ujRo9ixYwfmzZsHPT09DB8+HFOnTsX9+/cRFBSESZMmoUWLFhg+fDgAQEtLC5mZmbh16xaSkpKQnZ0NDQ0NSEpKYseOHYiMjMT58+exevXqCv9vd3d33Lp1C69fv4a9vT1UVFS4M97+LC0tLTx58gTv379HUlISioqKAADi4uKwt7fH8uXLoaenx9MFWFg4HA4GDRuLs8cPIODJPUS/j8Cure5QUlaBVcfu3P3W/DGHZ2bDwSPGw//aedy5dRmxMe+x7+8/kZebix59hwAo/ua+V7+hOOztiTfBgYgMf4vd29dCz9BEoJXQiso3cNg4nD3hg8AndxH9Phy7t7lBUVkFbUuVb92K2bh+8V/u40HDJ8D/+nncvXUJsTFR2L9rU3H5+gzm7pOWmoz3kWGIj/sIAIj5EIH3kWHI/JIutPINHTkWN69dgv/Nq/gY/R7/7NyKvNwc9O43CADguWUtDvv8w91/8LDf8DLwKc6fPo6PMR9w/Mh+RISHYtCQkQCKJz45cuAfhL19g4SEz4h4F4qdHhuQkpyETl17Cq1cvOW7iNs3r+Bj9Hvs3bkFebk56NXPmlu+Iz57uPtbD/sNLwOf4PzpY4iN+YDjR/YhMjwUg4aMAlBcAd28biUi3r3FPOeVKCosRGpKMlJTkoVeyS5RfI2Ox9kT+xH45C5i3odjD/ca7cHdb92KWeWu0dvXz5W6Rjd+u0aL34PZ2ZnY6DIXebm5mDrnD+RkZyEtNRlpqclCXd6j5D145rgPAp/cQ/T7cOza6g7FMveYtX/MxrVS5bMeMQH+10reg++x7+9NyC11jwFKvQc/sfceBL6Vceh4nDuxD8+/ncPdHqvKncP1K3/HjUsnuI8HDZ+I29fP4Z7fRcTGRMFn90bk5eag+7cyJnyOxfmTPogKD0FS4meEhQRjx8blkJSSgnnbzuVyCMrgEePgd+0C937v/ffmb/f74vvhzi2rcdRn1/dyDRuLoOePcfH0UcTGfMC/R7wRGf4WA4b8xt0n80sG3keGITY6CgDw6WM03keGVTpWX5D4XT4Oh4NBw8fiTKm/q39vXV38d7VTN6GXT1xOFvLmhpA3NwQAyGq3hLy5IaTVmwEADNYshPn+jdz9P/xzDLLa6jBcvxhyBjrQnDERzcYMQtR2H+4+UR77oe40Fi0mj0BDQx2Y7FyFBnIyiDlwWqhlKyHq55DUPdQdt46ztbVFTk4O2rdvD3FxccybNw/Tpk0DUDyT7Lx58zBkyBB8/foV3bt3x+XLlyHxbbKGzp07Y8aMGRg3bhySk5Ph6uqKVatWwcfHB//73//g6emJNm3aYPPmzRg2bFi5/3vDhg2YN28e3r17BwsLC1y4cAGSkpK/VA5nZ2fY2dnByMgIOTk5iIqKgpaWFgDAyckJ69atg4ODw6/9kvhg6OhJyMvNhddfG5GdlQkDIzMsc9vK02oS/zkWXzLSuI87deuLjPQ0nDyyF2mpxV1bl7lt5en6MnnKXHA4HGxb/z8U5OfDrE0HOM50FmbRAABDRk1GXm4uvHduKF5E3sgMS1d5lCnfxzLl64cv6Wk46bsX6anJ0NTRw9JV26BQqpvcrSuncfqYN/fx6uUzAADT5q3gVgQErUv33khPT8Oxw/uQlpoCbR1drHD/k3sekhITwOF8/z7O0MgE8xevxNFD3jhyYC+atWiJJSvWQkOreDIJMTExxMZE4/ata8hIT0cjeXno6hlizSZPaGhqC6VMvOXrg4xS5dPS0cUf7ptLlS8eYqXGjRsamWLeYhccO+QF3wrKl5KciIAnDwAAznN4ex6sWr8dJmbCn9kRKLlGc7Bv5/pv16g5lqzaznONJpR5D3bs1g8Z6Wk45fvPt2tUH0tWeXCv0fcRoYgIK57pcdF03mUTtu09A9UmzQVfsG+K7zE58Prr+3twmdu2Cu4x3yuPxfeYVJw84oW0b+/BZW7beCYrunnlDE4f/f4edF9WvObk9HkruB8+hWXwKFvk5eZi39/risvY2hyLXX98Dr9kpHLPoYa2Pha7bud2CZSQkETofy9x7fwxZGVlQEFBGQbGlnDZ4F2u27Ugde5efL//97DX9/u9+xae9yFH7Pv70KC1KeYsXoXjh/7BsYN70LR5Szj/sR7qWt8nrQl4cg+7PdZxH3tucgUAjJ7giDE2TkIqWTFBlG/YaBvk5eZg745N3/+uum8RSm+EshTamqDTrUPcx0ab/wcAiDl4GsFOyyHVTBUy3yqkAJDz/iOeDZsOoy3LoTXHFrkfP+PV9BVIunGfu0/cv1cgqaoMfde5kGqqioygEDwdMgVfE9iZtEfUz6Gg1eelVASFw9TnduA6rmfPnrCwsICHhwfbUQTq3r176NOnD2JiYtCkya9Puf88THRna2uj3xgBoaI1KU5pVgZKeB3+me0YAmWi2xSvwtlZh1MYTHWb4FloGtsxBKadgSICwyqeqVdUtNVXxtO3wm1BFab2hgp48U744/WEyVJPRaTLaKmngksSBmzHEJjB+aEiff6A4nNYGzmtThTYsb1Xqgrs2LUZtYSSWisvLw+JiYlYtWoVxowZU6MKKCGEEEIIIb+CWkL5j8aEklrr6NGj0NTURFpaGjZt2sR2HEIIIYQQUg8VMYzAfuoragmtw27fvs12BIGyt7eHvb092zEIIYQQQgghfESVUEIIIYQQQgipBHXH5T/qjksIIYQQQgghRGioJZQQQgghhBBCKkGLifAftYQSQgghhBBCCBEaagklhBBCCCGEkEoU0ZhQvqOWUEIIIYQQQgghQkMtoYQQQgghhBBSCZodl/+oEkoIIYQQQgghlaCJifiPuuMSQgghhBBCCBEaagklhBBCCCGEkEowRUVsRxA51BJKCCGEEEIIIURoqCWUEEIIIYQQQipBS7TwH4ehkbaEEEIIIYQQUqFxzh8EduzjmzUFduzajFpCSb3xKjye7QgCY6rbROTLFxCaynYMgbIyUMLzsGS2YwhMG/3GCH6XwHYMgTHTU0NgWArbMQSqrb6yyJ9DUS4fUFzGrkPvsB1DYO5f6IEX75LYjiEwlnoquCRhwHYMgRqcH8p2hApRmx3/0ZhQQgghhBBCCCFCQy2hhBBCCCGEEFIJhsaE8h21hBJCCCGEEEIIERpqCSWEEEIIIYSQSlBLKP9RJZQQQgghhBBCKlHEFLEdQeRQd1xCCCGEEEIIIUJDLaGEEEIIIYQQUgnqjst/1BJKCCGEEEIIIURoqCWUEEIIIYQQQipBLaH8Ry2hhBBCCCGEEEKEhlpCCSGEEEIIIaQSDEMtofxGLaGEEEIIIYQQQoSGWkIJIYQQQgghpBJFRbROKL+x1hLas2dPzJ8/v8p9tLS04OHhUeU+HA4HZ8+eBQC8f/8eHA4HL1++5EvGiqxatQoWFhYCO35FfHx8oKioKNT/k9/4dW6qc90QQgghhBDCL0wRI7Cf+uqnWkJ79uwJCwuLH1YM+eXZs2eQk5Or9v7q6uqIi4uDiooKAOD27dvo1asXUlNT63wljrDnysXTOH/qGNJSU6Cp3QpOM+ZBz8Co0v0f3vPHscPeSIz/jGbNW2CSwwy0adcJAFBQUICjB/fiRcBjxH+Og6ycHEwtrDDJfjqUG6sIq0jl8LOMAHD8yD48uOuH5MQENGjQADq6BphgOxX6hpUfU5AYhsEp373wv34OWVmZ0G9tCseZS9C0uUaVr7t+6SQunTmM9NQUaGjrwm7aIrTSNwYAZH5JxynfvXj18imSEuMhL6+Ith27Y4zNdMjKNRRGsXgwDIOTR7zgd/08srK+wKC1GRx/X4xmzdWrfN31S6dw4fQRbhntpy+Erv738/T1ax4Oe+/Ao3s3kZ+fD3PLDnCY6QxFJWVBF4nH1Yuncf70Ue416jh9fpXX6KP7/jh22AuJ8Z/RtHlLTLLnfR8eO7QXzwMeI+Hzp+L3obkVbOxnsPY+LD5/e+H/7fzptzaD4+9LqnH+TuJiqfNnN30hdL9dowBw6+pZPLxzHe8jQpGTk429R69DrmEjQRenQqJ+DkW9fCWcbLQwtH9TNJJrgFchGdj89zt8jMupdH8xMcBxghb691JDY0VJJKV8xeVbn3HgeHSNjisI1y6ewoXTvtz3k8P0BdCt4hw+vu+HE4f3cs/hRPuZsGzXmfs8wzD494gX/K5d4N6XnX53RrMWVb+vBUG5qxV0FjlBoY0JpJurIWD074g/f6vq13RvD6PNy9DQSA+5MXEIX78LHw+e4dlHc+ZE6Cx0glRTVWQEv8Wb+auR/uyVIItCRITQW0K/fv1a7X1VVVUhKytb7f3FxcXRtGlTNGhAvYwJfzy4ewsH9u7EmIn22OTpBS1tXaxZ6Yz0tNQK93/73yt4bHJHn/6D8aenF9p16oZNa/5A9PtIAEBeXi6iIt7htwl22OTphcV/rMGnj9HY4L5cmMXiwe8yAkDzFuqYMmM+tu70wZo/d0KtSVOsWbkI6elpQioVr4unD+HaxRNwmLkU7n96QUpKBhtc5+Pr17xKX/Po3g0c8d6OUeOnYM22A9DQ0sMG1/lIT0sBAKSmJCE1JQkTHeZg444jmD5vJYKfP8Y/O9YKq1g8Lpw6jKsX/4XT74uxerMXpKSlscFlwQ/KeBOHvDwxeoIj1nnsh6a2Lja4LOCWEQAOeXni+dMHmLd0DVzW70RqSiK2rRfu9frg7i0c8PoLYybYY+N2L2hq62Kty6JKr9HQkFfw2OSG3v0GY5OnN9p37IZNa//H8z6MjAjDb+PtsHG7N5z/txafYqOxcfUyYRaLx4VTh3Ht4r9w/H0JVm/2hrS0DDa4/OgavYnDXp4YNcEJaz18oKGtV+78fc3LhXmbjhg+xk4YxaiUqJ9DUS9fCZvR6vhtSAts/vsdpjm/QE5uIba6m0JSglPFazQwwro5tu0Oh83vz7DLJxI2o9Tx29AWNTouvz28exOHvHbgtwmOWL99HzS1dbHeZWGV59Bz0yr06jcEGzz3w6pjN2xeuxwxpf4Wnj91BFcvnMSUWYuxZsteSElLY73Lwirf14IiLieLjOBQvJ7rVq39ZbRaot35PUi+/QT3rYYjascBmO5ZA5V+Xbn7NBszCK3/XI53a3bifvuR+BL8Fh0ueUNSVbhfUgoDwxQJ7Ke+qnYl1N7eHnfu3MH27dvB4XDA4XAq7CZ69uxZcDjfbxol3Ve9vLygra0NaWlp7nMFBQWYPXs2FBQUoKKigpUrV/LMPlW2O+67d+/QvXt3SEtLw8jICDdu3OD5v0t3+Xz//j169eoFAFBSUgKHw4G9vT0OHjyIxo0bIy+P9wYwYsQITJ48ubq/Dh5eXl5o3bo1pKWlYWhoiL///pv7XOfOnbF06VKe/RMTEyEhIYG7d+8CAPLy8uDs7IwWLVpATk4OHTp0wO3bt38pCwCcO3cObdq0gbS0NHR0dODm5oaCggLu8xwOB15eXhg5ciRkZWWhp6eH8+fP8xzjzZs3GDJkCOTl5dGoUSN069YNERERAIr7xbu7u6Nly5aQkpKChYUFrl69yvP6p0+fwtLSEtLS0rCyssKLFy/K5Xz9+jUGDRqEhg0bokmTJpg8eTKSkpK4z2dlZcHW1hYNGzZEs2bNsGXLll/+nfyqC2dOoO/AIejdzxrqGlqYNnsRpKSl4Xf9UoX7Xz5/EhZt22P46AloqaGFCZOnQLuVPq5cPA0AkJNrCJe1W9G5W2+0aKkBfUNjTJk5H5HhoUhMiBdm0bj4XUYA6NazH8wsrdCkWXOoa2rDbupsZGdn4UNUhLCKxcUwDK6eP44RYx1g1bE7NLT1MHOBK9JSkhD4+G6lr7ty7ih69R+OHn2HoKWGNhx/XwopKWncuXkRAKCu2Qrzl29Am/bd0KRZSxibW2HspBl48fQ+CgsLKj2uIDAMgyvnT2DkWHtYdewOTW1d/L7ABakpSQioooyXzh5D7wHD0PNbGZ1+XwJJKSncvlFcxuysTPjfuIDJU+bAxNwKOrqGmD7vD4SFvMK7t6+FVTxcPHscfQYMRa9+g6GuoY1ps5whKSUNvxsVX6OXuNfoRLRU18L4yVOg00ofV0u/D9ds43kfOs1YwNr78Ps1av/tGtXFzAUuSPvB+bt89ih6lTl/UlJSuPPt/AHAoOHjMWyMLXQNTYRRlEqJ+jkU9fKVGDOsBQ6e+ID7T5IR8T4La7a9RWNlKXTrWHnrrElredx/nIRHASn4nJCH2w+T8PRlKlrrNarRcfnt0tnj6D1gKHr2G4yWGtqYMmsxz/2wrCvnT8C8bQcMHW2DFupaGDd5GrRb6ePaxZMAvt2Xz53AyHF2sOrYDZraupi1cGXxffnRPaGVq0TitbsIc/VA/Lmb1dpfc9p45ER9RMiSjch8G4kPfx/B51PXoD3PnruP9nwHxHifwMcDp5EZEoFXv7uiMDsX6vajBVQKIkqqXQndvn07OnXqhKlTpyIuLg5xcXEoLCys1mvDw8Nx6tQpnD59mmdM4IEDB9CgQQM8ffoU27dvx9atW+Hl5VXhMYqKijBq1ChISkriyZMn2L17d7nKXWnq6uo4deoUACA0NBRxcXHYvn07xowZg8LCQp5KV0JCAi5dugRHR8dqlae0I0eOwMXFBWvXrkVISAjWrVuHlStX4sCBAwAAGxsbHDt2jKdyffz4cTRv3hzdunUDAMyePRuPHj3CsWPHEBwcjDFjxmDgwIF49+7dT+e5d+8ebG1tMW/ePPz333/Ys2cPfHx8sHYtb+uMm5sbxo4di+DgYFhbW8PGxgYpKcXfnsfGxqJ79+6QkpKCn58fAgMD4ejoyK3Ibt++HVu2bMHmzZsRHByMAQMGYNiwYdy8mZmZGDJkCIyMjBAYGIhVq1bB2dmZ5/9PS0tD7969YWlpiYCAAFy9ehXx8fEYO3Ysd5/Fixfjzp07OHfuHK5fv47bt2/j+fPnP/07+VX5+fmIDA+DmYUVd5uYmBhMLdoi9O2bCl8T9vYNzCza8myzaNMeYZXsDwDZWVngcDiQayj8LpzCKGN+fj5uXDkPWbmG0NJuxb/w1ZQY/wlpqckwNm/H3SYr1xCt9I3xLrTiLkMF+fmICg+FicX314iJicHEvB3eva28m1F2diZkZOUgLi7c3hgJ38poUuo8FpfRqNLKIreM5rzn3sSiHd6FFr8mMvwtCgsKYFLqd9dCXQsqqk2EVgn9fo1+v+bExMRgZmFV6TUX9vY1zzUNAOZt2iOsiszZ2ey9D7+fv7LXaHXOX5lrtNT5qy1E/RyKevlKNG8iDRVlKTx7+b1lMCu7EP+FZcDEUL7S170OyUBbcyWoN5cBAOhqycGstQIeB6bU6Lj8VPJ+Mi1zzze1sKr0nLx7+wam5c5hB+45L3lfm5a5L+saGFV5nmsLxY4WSPJ7xLMt8cZ9KHW0AABwJCSg0MYYSbceft+BYZDk9xCKHS2FmFQ4aEwo/1X7k5KCggIkJSUhKyuLpk2bAiju/lodX79+xcGDB6GqqsqzXV1dHdu2bQOHw4GBgQFevXqFbdu2YerUqeWOcfPmTbx9+xbXrl1D8+bNAQDr1q3DoEGDKvw/xcXFoaxc3B1ATU2Np8V24sSJ2L9/P8aMGQMAOHz4MDQ0NNCzZ89qlac0V1dXbNmyBaNGjQIAaGtrcyt/dnZ2GDt2LObPn4/79+9zK52+vr6YMGECOBwOoqOjsX//fkRHR3PL5ezsjKtXr2L//v1Yt27dT+Vxc3PDsmXLYGdX3PVKR0cHq1evxpIlS+Dq6srdz97eHhMmTABQ/Hv09PTE06dPMXDgQOzcuRMKCgo4duwYJCQkAAD6+vrc127evBlLly7F+PHjAQAbN26Ev78/PDw8sHPnTvj6+qKoqAje3t6QlpaGsbExPn78iJkzZ3KP8ddff8HS0pKnfPv27YO6ujrCwsLQvHlzeHt74/Dhw+jTpw+A4i8tWrZs+cPfQV5eXrmWbikpqZ/6PQLAl4x0FBUVQkFRiWe7oqIyYmOiK3xNWmoKFBV5u6EoKCohLTWlwv2/fs3D4f270aVHH8jKVn/8M78IsowBTx/CY6Mb8vJyoaTcGC5rtkBeQZGv+asjLTX5W8aymZW5z5X1JSPt2++F9zXyikr4FPu+0tecOb4fvQcMr3non5T+7XdfcRkrvvYySsqoVP41nz5+4B63QQOJcmMIFRSVkZZW8e+O375fo+WvudhvOctKS00pt7+iojLS0qp6H+5Cl+59WXkfpldxjab/6Bqt4vzVFqJ+DkW9fCWUlSQBAKlp+TzbU9O+cp+ryOGT0ZCTFceRXe1QVMRATIyDfw5F4cadhBodl58yKrnnKygqI/ZjZX8Lkyt+z367N6ZVdV8W0v2zJqSaqCAvPolnW158EiQUGkFMWgoSSgoQa9AAeQnJZfZJhpyBjjCjkjpKKF/Xa2pqlquAAkDHjh15uu526tQJW7ZsQWFhYbkKbkhICNTV1bkVtZL9f8XUqVPRrl07xMbGokWLFvDx8YG9vT1PlurIyspCREQEnJyceCrOBQUFUFBQAFA8rrV///44cuQIunXrhqioKDx69Ah79uwBALx69QqFhYU8lTyguCLVuHHjny5bUFAQHjx4wNPyWVhYiNzcXGRnZ3PH2JqZmXGfl5OTg7y8PBISiv8gvHz5Et26deNWQEvLyMjAp0+f0KVLF57tXbp0QVBQEIDic2VmZsbT9brsuQoKCoK/vz8aVvCNbkREBHJycvD161d06NCBu11ZWRkGBgY//B2sX78ebm68Yx5cXV0xetLMSl7BjoKCAmxd7woGDKbNWsR2HL4zMbPEnzu88SUjHTevXsDWDa5Yv3VPuQovvz24fRXef2/kPl7sIvhu3NnZWfjTfSFaqGth1ITyX6Lx2/3b1+C1cxP38RKXzQL/P0VVQUEBtm5wBcBgqpDeh/dvX4P3zu/XKJ2/mmHjHAoTW+Xr10MNi2d9/2yyxP3XJpvp3VUV/XqowW1zCKKis6GnI4e5U3SRlPIVV/3Y61pMyM+ozy2WglKjSqiYmBhPN1OguFtKWT8zw60wWFpawtzcHAcPHkT//v3x5s0bXLpU8biNqmRmZgIA9u7dy1NZAnhbiW1sbDB37lzs2LEDvr6+MDU1hampKfcY4uLiCAwMLFfxrqiCVp1Mbm5u3JbZ0kpXCstWMDkcDncNJBkZmZ/+f39WZmYmhg4dio0bN5Z7rlmzZggPD//lYy9fvhwLFy7k2SYlJYWwmLSfOk4jeQWIiYmXm5QgLS2l0plBFZXKf5OdnpZabv+SDxWJifFYtc6DtW+2BVlGaWkZNGveEs2at4S+oTFmT52AW9cvYdTYSfwtRBlt2nfjzmALAAUF+d8ypkBJ+fv4ovS0FGjq6FV4jEbyit9+L7zlzEhLhYIi75dDOdlZ2LRqPqRlZLHgfxuFMjFa2/ZdeWZAzc8vnvCtojJqVVJG+ZIyppY9l9/PvYKSMgoK8pGV+YWnNTQ9LQWKij//Jdmv+H6NVnTNVZxBUUm53P5paeVb8Ivfhy5ISvgM13XbhfY+LD5/32fcLMiv6hrVL/d6oNQ1WuH5E865qS5RPIeliWr57j9Nxn9hAdzHkhLFI7iUFCWQnPp9kkklRUmER2ZWepzfHXRw5GQMbt1LBABEfshCU1VpTB6jgat+8Uj5dqyfPS4/yVdyz0+v8m9h4wr3L/kbUfK6Ct/X2hXfl2uTvPgkSDXhHZMr1UQF+elfUJSbh69JqSgqKICUWuMy+zRG3mfeFlRCKvJTs+NKSkryjANVVVXFly9fkJWVxd32M+tAPnnyhOfx48ePoaenV2E339atWyMmJgZxcXE8+/8oL4AKx65OmTIFPj4+2L9/P/r27Qt19Z+fLrtJkyZo3rw5IiMjoaury/Ojra3N3W/48OHIzc3F1atX4evrCxsbG+5zlpaWKCwsREJCQrljlHR7/hlt2rRBaGhouWPp6upCTKx6p9vMzAz37t2r8AsFeXl5NG/eHA8ePODZ/uDBAxgZFX+oat26NYKDg5Gbm8t9vuy5atOmDd68eQMtLa1yOeXk5NCqVStISEjwXCOpqakICwv7YX4pKSnIy8vz/PxKd1wJCQno6Orj1ctA7raioiK8evkcBobGFb5G39AYr4J4x60GvXgGfcPSlaLiCmjcp49wWbsNjeQVfjobvwiqjBVhihhuZUmQZGTl0LS5Ovenhbo2FJUa403QM+4+2dlZiAh7Az0D0wqP0UBCAtq6BjyvKSoqwuvgZ9Az/P6a7OwsbHCdhwYNGmDRis2QlPz56+xXFJexJfenpUZxGV8Hff/AWFzG/6BXyYQ0JWV8Hcx77t8EBUDPoPg1OrqGEG/QgOe4nz5+QFJifKXH5TfuNRpU5hoNCqz0mtM3NOG5pgEg+EUA9EtlLvlw//nTR6wU8vuw3DWqUXKN/vz5exP8/TVlz19tIYrnsDRRLV9OTiFi43K5P1HR2UhKyYOV+ffeLLIy4jDSl8frtxmVHkdaShxFZRosCosYiH3rfPYpPveXjstP3PthEO/76XVQIM85KU3P0Bivy53D738L1Zo0L74vl9onOzsL4aH/VXrM2iTt8Us07t2RZ5tKn85IffwSAMDk5yP9+Ruo9C7V043DQeNenZD2uPxklHVdEVMksJ/66qcqoVpaWnjy5Anev3+PpKQkdOjQAbKysvjf//6HiIgI+Pr6wsfHp9rHi46OxsKFCxEaGoqjR49ix44dmDdvXoX79u3bF/r6+rCzs0NQUBDu3buHP/74o8rja2pqgsPh4OLFi0hMTOS2XALF40I/fvyIvXv3/tKERCXc3Nywfv16eHp6IiwsDK9evcL+/fuxdetW7j5ycnIYMWIEVq5ciZCQEO5YTKB4rKWNjQ1sbW1x+vRpREVF4enTp1i/fv0vtc66uLjg4MGDcHNzw5s3bxASEoJjx45hxYoV1T7G7NmzkZGRgfHjxyMgIADv3r3DoUOHEBoaCqB4wqCNGzfi+PHjCA0NxbJly/Dy5UvuuZs4cSI4HA6mTp2K//77D5cvX8bmzbzdzWbNmoWUlBRMmDABz549Q0REBK5duwYHBwcUFhaiYcOGcHJywuLFi+Hn54fXr1/D3t6+2hVpfhk6cixuXruI2zev4GP0e+zduQV5uTno1c8aAOC5ZS2O+Ozh7m897De8DHyC86ePITbmA44f2YfI8FAMGlLcMl1QUIDN61Yi4t1bzHNeiaLCQqSmJCM1JbnCSn9dLGNubg6OHPgHYW/fIDHhMyLehWKnxwakJCehc9deQi8fh8PBwGHjcPaEDwKf3EX0+3Ds3uYGRWUVtO3YnbvfuhWzcf3iv9zHg4ZPgP/187h76xJiY6Kwf9cm5OXmokefwQC+VUBd5iIvNwdT5/yBnOwspKUmIy01GUXVnLSNn2UcNGwszh4/gIAn9xD9PgK7trpDSVkFVqXKuOaPOdyZGwFg8Ijx8L92HnduXUZszHvs+/vP4jL2HQKgeBKNXv2G4rC3J94EByIy/C12b18LPUMToVVCAWDIiHG4de0ibt+6go8x77H372/XaN/ia3THljU44rP7e7mG/YaXz5/gwrdr9MSRfYgIf4uBpd6HW9avRGR4KOY6u6CoqAipqclITWXnfVhyjZ457oPAJ/cQ/T4cu7a6Q7HM+Vv7x2xcK3WNWo+YAP9rJdfoe+z7exNyS50/oHjc2vvIMMR/+ggAiPkQgfeRYcj8ki68AkL0z6Gol6/Ev+djYTdOA13aN4aOphxWLDREckoe7j3+3vLlscYMowZ/Hzr14FkybMdqopOVMpqqSaF7x8YYN6Il7j5K+qnjCtrgEePgd+0C937o/ffmb/fD4nv+zi2rcdRnF3f/QcPGIuj5Y1w8fRSxMR/w7xFvRIa/xYAhvwH4dl8ePhZnSt2X/966uvi+3Kmb0MpVQlxOFvLmhpA3NwQAyGq3hLy5IaTVmwEADNYshPn+773TPvxzDLLa6jBcvxhyBjrQnDERzcYMQtR2H+4+UR77oe40Fi0mj0BDQx2Y7FyFBnIyiDlwGqKGJibiv5/qN+bs7Aw7OzsYGRkhJycHUVFROHz4MBYvXoy9e/eiT58+WLVqFaZNm1at49na2iInJwft27eHuLg45s2bV+lrxcTEcObMGTg5OaF9+/bQ0tKCp6cnBg4cWOnxW7RowZ2ox8HBAba2ttxKsoKCAkaPHo1Lly5hxIgRP/Nr4DFlyhTIysrizz//xOLFiyEnJwdTU1PMnz+fZz8bGxtYW1uje/fu0NDQ4Hlu//79WLNmDRYtWoTY2FioqKigY8eOGDJkCH7WgAEDcPHiRbi7u2Pjxo2QkJCAoaEhpkyZUu1jNG7cGH5+fli8eDF69OgBcXFxWFhYcMeBzp07F+np6Vi0aBESEhJgZGSE8+fPQ0+vuHtJw4YNceHCBcyYMQOWlpYwMjLCxo0bMXr09ym7S1pTly5div79+yMvLw+ampoYOHAgt6L5559/crvtNmrUCIsWLUJ6unA/OHXp3gcZ6Wk4dngf0lJToKWjiz/cN3O72SQlxkOs1FhiQyNTzFvsgmOHvOB7YC+atWiJJSvWQkOreJB+SnIiAp4UtyI7z+H98mPV+u0wMRP+jHL8LqOYmBhiYz7gzq2ryEhPRyN5ebTSM8TqTTugrqldYQZBGzJqMvJyc+G9cwOyszKhb2SGpas8eFou4z9/xJeMNO7jTt364Ut6Gk767kV6ajI0dfSwdNU2KHzrXvc+4i0iwopnQVw4/Tee/89j72moNmkOYRo6ehLycnPh9ddGZGdlwsDIDMvctpYpY2yZMvZFRnoaTh7Zi7TU4u7Jy9y28nQ/mzxlLjgcDrat/x8K8vNh1qYDHGfyznYtaCXX6PHD3pVeoxyx79eoQWtTzFvsiqOH9sL34D9o1rwllvyxrsz78D4AYPFcB57/a9U6Txiz8D4sPn858Prr+zW6zG1bBefv+z2w+Pyl4uQRL6R9u0aXuW3jmazo5pUzOH3Um/vYfVnx2Pjp81ZwP1wLg6ifQ1EvX4kjp2IgLS2OJbP10VCuAV79l45Frq/wNf/7B+kWTWWgKP99yM+2PeGYaqOFRTP1oKQggaSUrzh/NQ77j334qeMKWufuxffDfw97fb8fum+p8hzOWbwKxw/9g2MH96Bp85Zw/mM91LW+T8ozbLQN8nJzsHfHpu/3ZfctQus1U5pCWxN0unWI+9ho8/8AADEHTyPYaTmkmqlC5luFFABy3n/Es2HTYbRlObTm2CL342e8mr4CSTfuc/eJ+/cKJFWVoe86F1JNVZERFIKnQ6bga0Ltn3iJsI/DlB3UWY/06dMHxsbG8PT0ZDsKEYJX4aI7AYKpbhORL19AaMULhosKKwMlPA8T3T/cbfQbI/hdAtsxBMZMTw2BYRXPbCoq2uori/w5FOXyAcVl7Dr0DtsxBOb+hR548U50xyNa6qngksSPJ2isywbnh7IdoUL9bAJ/vNMvunGk7Y93+kUpKSmYM2cOLly4ADExMYwePRrbt2+vdN6Z9+/f8wwpLO3EiRPclUUqmsz16NGj3JUzqkO4i9nVEqmpqbh9+zZu376Nv//+m+04hBBCCCGEEMJXNjY2iIuLw40bN5Cfnw8HBwdMmzYNvr6+Fe6vrq7OM/8OAPzzzz/4888/yy2LuX//fp4eqaWXw6yOelkJtbS0RGpqKjZu3FhuyQ9jY2N8+FDxul579uzhmVSIDbU9HyGEEEIIIaJEkGM3K1vf/lcm1SwtJCQEV69exbNnz2BlZQUA2LFjB6ytrbF582aeZS9LiIuLl5sY9cyZMxg7dmy51lNFRcVfmkS1RL2shL5//77S5y5fvlzpoP8mTZoIKFH11fZ8hBBCCCGEkOqpbH37VatW1ei4jx49gqKiIrcCChRP9ComJoYnT55g5MiRPzxGYGAgXr58iZ07d5Z7btasWZgyZQp0dHQwY8YMODg4VNhNtzL1shJaFU1NTbYjVKm25yOEEEIIIUSUMAJcSqWy9e1r6vPnz1BTU+PZ1qBBAygrK+Pz58/VOoa3tzdat26Nzp0782x3d3dH7969ISsri+vXr+P3339HZmYm5s6dW+18VAklhBBCCCGEEBb8bNfbZcuWYePGjVXuExISUtNYyMnJga+vL1auXFnuudLbLC0tkZWVhT///JMqoYQQQgghhBDCD0W1aD3PRYsWwd7evsp9dHR00LRpUyQk8M74XVBQgJSUlGqN5Tx58iSys7Nha2v7w307dOiA1atXIy8vr9oVaqqEEkIIIYQQQkglmCLBdcf9WaqqqlBVVf3hfp06dUJaWhoCAwPRtm3xMjB+fn4oKipChw4dfvh6b29vDBs2rFr/18uXL6GkpPRTLbpUCSWEEEIIIYQQEdK6dWsMHDgQU6dOxe7du5Gfn4/Zs2dj/Pjx3JlxY2Nj0adPHxw8eBDt27fnvjY8PBx3797F5cuXyx33woULiI+PR8eOHSEtLY0bN25g3bp1cHZ2/ql8VAklhBBCCCGEkEoIcokWQTpy5Ahmz56NPn36QExMDKNHj4anpyf3+fz8fISGhiI7O5vndfv27UPLli3Rv3//cseUkJDAzp07sWDBAjAMA11dXWzduhVTp079qWxUCSWEEEIIIYQQEaOsrAxfX99Kn9fS0gLDlK9gr1u3DuvWravwNQMHDsTAgQNrnI0qoYQQQgghhBBSCUEu0VJfibEdgBBCCCGEEEJI/UEtoYQQQgghhBBSibo6JrQ2o5ZQQgghhBBCCCFCQy2hhBBCCCGEEFKJ2rROqMhgCCF8lZuby7i6ujK5ublsRxEIUS8fw4h+Gal8dZ+ol5HKV/eJehmpfITUDIdhKpiXlxDyyzIyMqCgoID09HTIy8uzHYfvRL18gOiXkcpX94l6Gal8dZ+ol5HKR0jN0JhQQgghhBBCCCFCQ5VQQgghhBBCCCFCQ5VQQgghhBBCCCFCQ5VQQvhMSkoKrq6ukJKSYjuKQIh6+QDRLyOVr+4T9TJS+eo+US8jlY+QmqGJiQghhBBCCCGECA21hBJCCCGEEEIIERqqhBJCCCGEEEIIERqqhBJCCCGEEEIIERqqhBJCCCGEEEIIERqqhBJCCCGEEEIIERqqhBJCCCGEEEIIERqqhBJC6r3nz5/j1atX3Mfnzp3DiBEj8L///Q9fv35lMZngFBYW4uXLl0hNTWU7Ct9ERERgxYoVmDBhAhISEgAAV65cwZs3b1hOVnM9evTAwYMHkZOTw3YU8otycnKQnZ3Nffzhwwd4eHjg+vXrLKbiHzs7O9y9e5ftGISQOoLWCSWE/FBMTAw4HA5atmwJAHj69Cl8fX1hZGSEadOmsZyu5tq1a4dly5Zh9OjRiIyMhLGxMUaOHIlnz55h8ODB8PDwYDtijc2fPx+mpqZwcnJCYWEhevTogYcPH0JWVhYXL15Ez5492Y5YI3fu3MGgQYPQpUsX3L17FyEhIdDR0cGGDRsQEBCAkydPsh2xRubPnw9fX1/k5eVh7NixcHJyQseOHdmOxVeFhYXw8fHBrVu3kJCQgKKiIp7n/fz8WErGH/3798eoUaMwY8YMpKWlwdDQEBISEkhKSsLWrVsxc+ZMtiPWyIgRI3D58mVoamrCwcEBdnZ2aNGiBdux+CoyMhI6Ojpsx+CrhQsXVnvfrVu3CjAJqW+oEkoIn7x79w7+/v4VfnhycXFhKRV/dOvWDdOmTcPkyZPx+fNnGBgYwNjYGO/evcOcOXPqfPkUFBTw/PlztGrVChs3boSfnx+uXbuGBw8eYPz48YiJiWE7Yo21bNkSZ8+ehZWVFc6ePYtZs2bB398fhw4dgp+fHx48eMB2xBrp1KkTxowZg4ULF6JRo0YICgqCjo4Onj59ilGjRuHjx49sR6yxgoICnD9/HgcOHMCVK1egq6sLR0dHTJ48GU2aNGE7Xo3Nnj0bPj4+GDx4MJo1awYOh8Pz/LZt21hKxh8qKiq4c+cOjI2N4eXlhR07duDFixc4deoUXFxcEBISwnbEGktMTMShQ4dw4MAB/Pfff+jbty+cnJwwfPhwSEhIsB2vxsTExNCjRw84OTnht99+g7S0NNuRaqxXr148j58/f46CggIYGBgAAMLCwiAuLo62bdvW+S+CSC3DEEJq7J9//mHExcWZJk2aMObm5oyFhQX3x9LSku14NaaoqMi8ffuWYRiG2b59O9O5c2eGYRjm2rVrjLa2NpvR+KJRo0ZMWFgYwzAM07dvX8bDw4NhGIb58OEDIy0tzWY0vpGSkmJiYmIYhmGYqVOnMvPmzWMYhmEiIyOZRo0asZiMP+Tk5JjIyEiGYRimYcOGTEREBMMwDBMVFcVISUmxGU0g4uPjmdWrVzPS0tKMhIQEM3z4cObWrVtsx6qRxo0bM5cuXWI7hsDIyMgwHz58YBiGYcaMGcOsWrWKYRiGiY6OZmRkZNiMJhCBgYHM7NmzGWlpaUZFRYWZP38+9z5bV7148YKZO3cuo6qqyigoKDDTpk1jnjx5wnYsvtmyZQszdOhQJiUlhbstJSWFGT58OLN582YWkxFRRGNCCeGDNWvWYO3atfj8+TNevnyJFy9ecH+eP3/Odrway8/Ph5SUFADg5s2bGDZsGADA0NAQcXFxbEbjCysrK6xZswaHDh3CnTt3MHjwYABAVFSUSLQwAUCTJk3w33//obCwEFevXkW/fv0AANnZ2RAXF2c5Xc0pKipWeC2+ePFC5LoEPn36FK6urtiyZQvU1NSwfPlyqKioYMiQIXB2dmY73i+TlJSErq4u2zEERldXF2fPnkVMTAyuXbuG/v37AwASEhIgLy/Pcjr+iouLw40bN3Djxg2Ii4vD2toar169gpGRUZ1u0bawsMD27dvx6dMn7Nu3D3FxcejatStMTEywdetWJCYmsh2xRrZs2YL169dDSUmJu01JSQlr1qzBli1bWExGRBLbtWBCREGjRo24LS+iqH379szSpUuZu3fvMtLS0szLly8ZhmGYR48eMS1atGA5Xc0FBQUxJiYmjLy8PLd1gmEYZvbs2cyECRNYTMY/rq6ujIKCAmNoaMhoaGgwubm5DMMwjLe3N9OxY0eW09XcokWLmK5duzJxcXFMo0aNmHfv3jH3799ndHR0eM5pXRUfH89s3ryZMTY2ZiQlJZnRo0czV65cYYqKirj73Lt3j5GTk2MxZc1s3ryZ+f3333nKJEr+/fdfRkJCghETE2P69u3L3b5u3Tpm4MCBLCbjj69fvzInT55kBg8ezEhISDBt27Zldu3axaSnp3P3OX36NKOoqMhiSv7Kzc1ltm7dykhJSTEcDoeRkpJiJk+ezHz69IntaL+kYcOGjL+/f7ntfn5+TMOGDYUfiIg0GhNKCB84OTmhXbt2mDFjBttRBOL27dsYOXIkMjIyYGdnh3379gEA/ve//+Ht27c4ffo0ywkFIzc3F+Li4iIxlgkATp48iZiYGIwZM4Y7ydSBAwegqKiI4cOHs5yuZr5+/YpZs2bBx8cHhYWFaNCgAQoLCzFx4kT4+PjU+dZeSUlJtGrVCo6OjrC3t4eqqmq5fTIyMjB8+HD4+/uzkLDmRo4cCX9/fygrK8PY2Ljc+04U7jOfP39GXFwczM3NISZW3Bnt6dOnkJeXh6GhIcvpakZFRQVFRUWYMGECpk6dCgsLi3L7pKWlwdLSElFRUcIPyEcBAQHYt28fjh07Bjk5OdjZ2cHJyQkfP36Em5sbMjIy8PTpU7Zj/jRbW1vcu3cPW7ZsQfv27QEAT548weLFi9GtWzccOHCA5YRElFAllJBf5Onpyf13VlYWtm7disGDB8PU1LTch6e5c+cKOx7fFRYWIiMjg6ebzvv37yErKws1NTUWk5GflZubKxITalQkJiYGr169QmZmJiwtLaGnp8d2JL64d+8eunXrxnYMgXJwcKjy+f379wspiWCFh4cjIiIC3bt3h4yMDBiGKTcJU1106NAhjBkzRmTvLUDx7LD79+9HaGgorK2tMWXKFFhbW3O/UACAjx8/QktLCwUFBSwm/TXZ2dlwdnbGvn37kJ+fDwBo0KABnJyc8Oeff0JOTo7lhESUUCWUkF+kra1drf04HA4iIyMFnEawcnJywDAMZGVlARSvb3fmzBm0bt0aAwYMYDndr1FSUqr2B7+UlBQBpxG8wsJCrFu3Drt370Z8fDzCwsKgo6ODlStXQktLC05OTmxHrBF3d3c4Oztzr9ESOTk5+PPPP+v8DM69e/fG6dOnoaioyLM9IyMDI0aMoFkr64Dk5GSMHTsW/v7+4HA4ePfuHXR0dODo6AglJaU6P+bO0dER27dvR6NGjXi2Z2VlYc6cOdweNHWZnp4etzdCs2bNKtzn69evOHr0KOzs7IScjn+ysrIQEREBAGjVqhVVPolAUCWUED4reUuJwjfbJURxfbvS3YqSk5OxZs0aDBgwAJ06dQIAPHr0CNeuXcPKlSuxYMECtmLyjbu7Ow4cOAB3d3dMnToVr1+/ho6ODo4fPw4PDw88evSI7Yg1Ii4ujri4uHKt8snJyVBTU0NhYSFLyfijsvIlJCSgRYsW3FYLUZCYmIjQ0FAAgIGBQYVdj+siW1tbJCQkwMvLC61bt+YuI3Tt2jUsXLgQb968YTtijVR2jSYlJaFp06Z1smWwrPfv30NDQ4On5RMo/rsfExMDDQ0NlpLxl6i21pNahpWRqISIIC8vL+6kIZKSkoyxsTGzd+9etmPxRePGjZnXr18zDMMwe/fuZczMzJjCwkLmxIkTjKGhIcvpam7UqFHMjh07ym3fsWMHM3z4cOEHEoBWrVoxN2/eZBiGdwmTkJAQkZgohMPhMAkJCeW237p1i1FRUWEhEX8EBQUxQUFBDIfDYfz9/bmPg4KCmOfPnzPr1q1jNDU12Y7JF5mZmYyDgwMjLi7OcDgchsPhMA0aNGAcHR2ZrKwstuPVWJMmTbiTupV+D0ZERNTpCaXS09OZtLQ0hsPhMOHh4Ux6ejr3JyUlhTlw4ADTrFkztmPyhZiYGBMfH19ue1JSEiMmJsZCIv5KSkpievfuzXA4HEZMTIx7jTo4ODALFy5kOR0RNQ3YrgQTIgpcXFywdetWzJkzh6clbcGCBYiOjoa7uzvLCWsmOzub28Xq+vXrGDVqFMTExNCxY0d8+PCB5XQ1d+3aNWzcuLHc9oEDB2LZsmUsJOK/2NjYCpe/KCoqqtOtaCXdqjkcDvT19Xm+rS8sLERmZmadnjDMwsKCW77evXuXe15GRgY7duxgIRn/LVy4EHfu3MGFCxfQpUsXAMD9+/cxd+5cLFq0CLt27WI5Yc1kZWWV6y4OFHf3L1kCqy5SVFTkeQ+WxeFw4ObmxkIy/mMq6TyYmZkpEmNhFyxYAAkJCURHR6N169bc7ePGjcPChQvrfJdxUrtQJZQQPti1axf27t2LCRMmcLcNGzYMZmZmmDNnTp2vhJasbzdy5Ehcu3aN2z1VVNa3a9y4Mc6dO4dFixbxbD937hwaN27MUir+MjIywr1796Cpqcmz/eTJk7C0tGQpVc15eHiAYRg4OjrCzc0NCgoK3OckJSWhpaXF/WKoLoqKigLDMNDR0cHTp095uqZKSkpCTU2tzs/8W+LUqVM4efIkevbsyd1mbW0NGRkZjB07ts5XQrt164aDBw9i9erVAIorZ0VFRdi0aRN69erFcrpf5+/vD4Zh0Lt3b5w6dQrKysrc5yQlJaGpqYnmzZuzmLDmFi5cCKD4nLm4uPB8mVBYWIgnT55UOBtwXXP9+nVcu3aNO3t6CT09PZH4wpnULlQJJYQP8vPzYWVlVW5727ZtRWIcjIuLCyZOnIgFCxagd+/e3A/1169fr9MVmBJubm6YMmUKbt++jQ4dOgAonpb+6tWr2Lt3L8vp+MPFxQV2dnaIjY1FUVERTp8+jdDQUBw8eBAXL15kO94vK5n8Q1tbG507dxaZ5XRKlHxpUFRUxHISwcvOzkaTJk3KbVdTU0N2djYLifhr06ZN6NOnDwICAvD161csWbIEb968QUpKCh48eMB2vF/Wo0cPAMVfmGhoaIjk2MEXL14AKG4JffXqFSQlJbnPSUpKwtzcHM7OzmzF4xtRba0ntRNNTEQIH8yZMwcSEhLYunUrz3ZnZ2fk5ORg586dLCXjH1Fe3w4ornR6enoiJCQEANC6dWvMnTuXWykVBffu3YO7uzuCgoKQmZmJNm3awMXFBf3792c7Gl/l5ubi69evPNvqYov9+fPnMWjQIEhISOD8+fNV7jts2DAhpRKcPn36oHHjxjh48CC3a2NOTg7s7OyQkpKCmzdvspyw5tLT0/HXX3/xvAdnzZpV6UyrtV1wcDBMTEwgJiaG4ODgKvc1MzMTUirBcXBwwPbt2+vk/aQ6rK2t0bZtW6xevRqNGjVCcHAwNDU1MX78eBQVFeHkyZNsRyQihCqhhPDBnDlzcPDgQairq6Njx44Aiis10dHRsLW15WmdKVtRrUtoxjxSW2VnZ2PJkiU4ceIEkpOTyz1fF2fHFRMTw+fPn6GmplZuNs7SOBxOnSxfWa9fv8aAAQOQl5cHc3NzAEBQUBCkpaVx7do1GBsbs5yQlFX2GuVwOBWOmxSVa1TUvX79Gn369EGbNm3g5+eHYcOG8bTWt2rViu2IRIRQJZQQPqjueB4Oh1Mn1/MTxfXtMjIyuN9mZ2RkVLmvKH3r/fXrVyQkJJTr3lnXlxaYNWsW/P39sXr1akyePBk7d+5EbGws9uzZgw0bNsDGxobtiKQasrOzceTIEbx9+xZAcY8EGxsbyMjIsJyMP9LS0vD06dMK34O2trYspfp1Hz584HbB/dGYwbLj0euKUaNGwcfHB/Ly8hg1alSV+54+fVpIqQRH1FrrSe1FlVBCyA+J4vp2pde0K/kGv6ySll5R+Ab/3bt3cHR0xMOHD3m2i0oZNTQ0cPDgQfTs2RPy8vJ4/vw5dHV1cejQIRw9ehSXL19mO2KNxMTEQF1dne0YpAYuXLgAGxsbZGZmQl5enueew+FwkJKSwmI6UhkHBwd4enqiUaNGcHBwqHLf/fv3CykVIXUfTUxECPkhUZwxz8/PjzuLo7+/P8tpBM/e3h4NGjTAxYsX0axZM5HrRp2SkgIdHR0AxS3XJR/ou3btipkzZ7IZjS+0tLTQtWtXTJo0Cb/99huUlJTYjiQQoaGh2LFjB8/Y7NmzZ4vEuPNFixbB0dER69atq3Dyl7roR2OVS6ur45ZLVyxFsZL5o7G8pYnCuF5Se1AllBDyQ6I4Y17JjI5l/y2qXr58icDAQJH4MF8RHR0d7uychoaGOHHiBNq3b48LFy5AUVGR7Xg1FhAQAF9fX7i7u2POnDkYOHAgJk2ahKFDh9bZ92BZp06dwvjx42FlZcWdgfvx48cwNTXFsWPHMHr0aJYT1kxsbCzmzp0rMhVQABgxYgTP47JjQsuu20tqn5K1iMvO8VByHukcEkGhSigh5IdEcX27+vbtr5GREZKSktiOITAODg4ICgpCjx49sGzZMgwdOhR//fUX8vPz6/RkYCUsLS1haWmJTZs24fbt2/D19cW0adNQVFSEUaNGYd++fWxHrLElS5Zg+fLl5dZVdnV1xZIlS+p8JXTAgAEICAjgttiLgtLjWm/evImlS5di3bp13C8RHj16hBUrVmDdunVsRawxS0vLavccef78uYDT8F9UVBT33y9evICzszMWL17Mcw63bNmCTZs2sRWRiCgaE0oI+SFRnDGvqpkcSxOF8ZJAcffjkg+Dpqam5dbTFKXJl4DiCVMCAwOhq6srEl8iVOT58+dwcnJCcHCwSFyjsrKyCA4Ohq6uLs/2d+/ewdzcvM6vFert7Q13d3c4ODhU+B6sq91VS5iYmGD37t3o2rUrz/Z79+5h2rRp3C7WdY2bm1u193V1dRVgEsFr3749Vq1aBWtra57tly9fxsqVKxEYGMhSMiKKqBJKCKkWUZsx72fGstbVWR1LK1nio+w3+nV5YiJlZWWEhYVBRUUFjo6O2L59Oxo1asR2LIH6+PEjfH194evri9evX6NTp06wsbHBjBkz2I5WY9bW1hgzZky5yV/279+PY8eO4dq1aywl4w9RX2ZHRkYGz549g4mJCc/24OBgdOjQATk5OSwlI9UlIyOD58+fo3Xr1jzbQ0JC0KZNGzqHhK+oEkoIIfXAnTt3qny+Lo6LbdiwIYKDg6GjowNxcXF8/vwZqqqqbMcSiD179sDX1xcPHjyAoaEhbGxsMHHixDr/BUnpiW0+ffoEFxcXjB07lrve8uPHj/Hvv//Czc1NJCraoqx79+6QlpbGoUOH0KRJEwBAfHw8bG1tkZub+8N7EGFfmzZtYGJiAi8vL0hKSgIoXtZrypQpeP36dZ3sbkxqL6qEEkKqRdTWtysrIiICHh4e3C5jRkZGmDdvXp3salxf9OvXD/Hx8Wjbti0OHDiAcePGVbqeZF0fM6muro4JEybAxsYG5ubmbMfhm6paB0sThZZCURceHo6RI0ciLCyMu5xQTEwM9PT0cPbs2XLdrOuK0j0ulJSUqhwfWteX2Xn69CmGDh0KhmG4wxiCg4PB4XBw4cIFtG/fnuWERJRQJZQQ8kOivr7dtWvXMGzYMFhYWKBLly4AgAcPHiAoKAgXLlxAv379WE74a4KDg2FiYgIxMbEfTsRUF8dNxsfHY9u2bYiIiMDp06cxYMCASmeKPXPmjJDT8VfZmStJ3ZSVlYU7d+4gOjoaX79+5Xlu7ty5LKXiH4ZhcOPGDbx9+xZA8RI7ffv2rdPX7oEDBzB+/HhISUnhwIEDVe5rZ2cnpFSCk5WVhSNHjvCcw4kTJ0JOTo7lZETUUCWUEPJD+vr6sLa2Fqn17UqztLTEgAEDsGHDBp7ty5Ytw/Xr1+tsFyQxMTF8/vwZampqVU7EJAqtTNra2ggICEDjxo3ZjsI3ov4lQmn5+fkYOHAgdu/eDT09PbbjCMSLFy9gbW2N7OxsZGVlQVlZGUlJSZCVlYWamhoiIyPZjkgIIUJDlVBCyA/Jycnh1atXIrW0QGnS0tJ49epVuQ+/YWFhMDMzQ25uLkvJaubDhw/Q0NAAh8P54URMdX1soSj60ZcIpdf2q+tfIgCAqqoqHj58KLKV0J49e0JfXx+7d++GgoICgoKCICEhgUmTJmHevHkYNWoU2xF/mqenJ6ZNmwZpaWl4enpWua8otPQCxWtlnjlzhmfoxvDhw9GggWiselh2aIqxsTHmzp1LQ1MI31EllBDyQ6NGjcL48eMxduxYtqMIhLq6OrZu3YoxY8bwbD9x4gScnZ0RHR3NUjJSlR996C2tLn4Arm9fIixYsABSUlLleiSICkVFRTx58gQGBgZQVFTEo0eP0Lp1azx58gR2dnbc7o91SekeCNra2pXux+FwRKKl982bNxg2bBg+f/4MAwMDAMVfVqqqquLChQvlZgaua0R1aAqpnUTjaxtCiEANHjwYixcvxn///SeS69tNnToV06ZNQ2RkJDp37gyg+A/vhg0bsGjRIpbT8c+nT59w//79CieXqouVtG3btlVrPw6HUyfLV7pi+eHDB3Tu3Llca0tBQQEePnwoEpXQgoIC7Nu3Dzdv3kTbtm3LjUHbunUrS8n4Q0JCgjsRk5qaGqKjo9G6dWsoKCggJiaG5XS/JioqqsJ/i6opU6bA2NgYAQEBUFJSAgCkpqbC3t4e06ZNw8OHD1lOWDPLli3DggULKhyasnTpUqqEEr6illBCyA+J+vp2DMPAw8MDW7ZswadPnwAALVq0gLOzM+bOnVunJ9Uo4ePjg+nTp0NSUhKNGzcuN7mUKLRSiDJxcXHExcVBTU2NZ3tycjLU1NTq/HsQAHr16lXpcxwOB35+fkJMw3/9+/eHvb09Jk6ciKlTpyI4OBhz587FoUOHkJqaiidPnrAdkW9KPlqKwr2zNBkZGQQEBMDY2Jhn++vXr9GuXbs6v46mqA5NIbUTtYQSQn6obKuZqMnNzcX06dOxYMECfPnyBVFRUbh16xYMDQ1F5kPUypUr4eLiguXLl1d7WQxSe1Q2O25ycrLIzFrp7+/PdgSBWrduHb58+QIAWLt2LWxtbTFz5kzo6enV+SWESnh7e2Pbtm149+4dAEBPTw/z58/HlClTWE7GH/r6+oiPjy9XCU1ISKizS9CUpqqqipcvX5arhL58+bLcF2CE1BRVQgkh9d7w4cMxatQozJgxA4WFhejfvz8kJCSQlJSErVu3YubMmWxHrLHs7GyMHz9eZCugjo6OVT5fVz/kl0xWw+FwYG9vz7METWFhIYKDg7ldyEntZmVlxf23mpoarl69ymIa/nNxccHWrVsxZ84cdOrUCQDw6NEjLFiwANHR0XB3d2c54a/JyMjg/nv9+vWYO3cuVq1ahY4dOwIAHj9+DHd3d2zcuJGtiHxT2dCUjRs3YuHChSynI6KGuuMSQiok6pO+lKaiooI7d+7A2NgYXl5e2LFjB168eIFTp07BxcWFO0tgXbZkyRIoKytj2bJlbEcRiJEjR/I8zs/Px+vXr5GWlobevXvj9OnTLCWrGQcHBwDFaxWOHTsWMjIy3OckJSWhpaWFqVOnQkVFha2IfBUQEIATJ05UuI5mXT2H9YWqqio8PT0xYcIEnu1Hjx7FnDlzkJSUxFKymimZmbpE2a7GpR/X9W7xFQ1Nad68ORYvXiwyQ1NI7UGVUEJIhcrOdJiYmIjs7GwoKioCANLS0kRmfTtZWVm8ffsWGhoaGDt2LIyNjeHq6oqYmBgYGBggOzub7Yg1VlhYiCFDhiAnJ6fCyaXq+qQvFSkqKsLMmTPRqlUrLFmyhO04NeLm5obFixeL5Dq9JY4dOwZbW1sMGDAA169fR//+/REWFob4+HiMHDkS+/fvZztijcTHx8PZ2Rm3bt1CQkJCuTV763oFRlFREc+ePatwPGH79u2RlpbGTrAaunPnTrX37dGjhwCTCFdJ1/FGjRqxnISIKqqEEkJ+yNfXF3///Te8vb2509KHhoZi6tSpmD59OmxsbFhOWDNmZmaYMmUKRo4cCRMTE1y9ehWdOnVCYGAgBg8ejM+fP7MdscbWrFkDFxcXGBgYoEmTJuUmJqrrk75UJjQ0FD179kRcXBzbUWokKioKBQUF5T7gv3v3DhISEtDS0mInGB+ZmZlh+vTpmDVrFho1aoSgoCBoa2tj+vTpaNasGdzc3NiOWCODBg1CdHQ0Zs+ejWbNmpVrVRo+fDhLyfhjzpw5kJCQKPeFlrOzM3JycrBz506WkpHqqg/3GVJ7UCWUEPJDrVq1wsmTJ2FpacmzPTAwEL/99ludn5r/5MmTmDhxIgoLC9GnTx9cv34dQPH4n7t37+LKlSssJ6w5JSUlbNu2Dfb29mxHEarLly/Dzs4OiYmJbEepkR49esDR0RF2dnY82w8fPgwvLy/cvn2bnWB8JCcnhzdv3kBLSwuNGzfG7du3YWpqipCQEPTu3bvOf5HQqFEj3Lt3DxYWFmxH4ZvS4wQLCgrg4+MDDQ0N7njJJ0+eIDo6Gra2ttixYwdbMfkuOzu7wi7jZmZmLCXij/pwnyG1B01MRAj5obi4OBQUFJTbXlhYiPj4eBYS8ddvv/2Grl27Ii4uDubm5tztffr0KTfWsK6SkpLiLj4uispOmsEwDOLi4nDp0qVyH6jqohcvXlR4/jp27IjZs2ezkIj/lJSUuF0AW7RogdevX8PU1BRpaWki0SVeXV29XBfcuu7Fixc8j9u2bQsAiIiIAFA83l5FRQVv3rwRejZBSExMhIODQ6VfTNb1LtX14T5Dag+qhBJCfqhPnz6YPn06vLy80KZNGwDFraAzZ85E3759WU7HH02bNkXTpk15trVv356lNPw3b9487Nix46cmnKpLyn4YFhMTg6qqKrZs2fLDmXPrAg6Hw62glZaenl7nP/iW6N69O27cuAFTU1OMGTMG8+bNg5+fH27cuIE+ffqwHa/GPDw8sGzZMuzZs0dkujWK+rI6Zc2fPx9paWl48uQJevbsiTNnziA+Ph5r1qzBli1b2I5XY/XhPkNqD+qOSwj5ocTERNjZ2eHq1avcCW0KCgowYMAA+Pj40PphdcDIkSPh5+eHxo0bw9jYuNzERHV95tHs7GwwDMNdM/P9+/c4e/YsWrdujQEDBrCcruaGDh0KGRkZHD16FOLi4gCKW13GjRuHrKwskegynpKSgtzcXDRv3hxFRUXYtGkTHj58CD09PaxYsQJKSkpsR/xpSkpKPGM/s7KyUFBQAFlZ2XLvwZSUFGHH45v8/HzIyMjg5cuXMDExYTuOwDRr1gznzp1D+/btIS8vj4CAAOjr6+P8+fPYtGkT7t+/z3bEGqkP9xlSe1BLKCGkSgzDICcnB6dOncLHjx+5y5UYGhpCX1+f5XSkuhQVFblrToqiESNGcNd6TUtLQ8eOHUVqrdeNGzeie/fuMDAwQLdu3QAA9+7dQ0ZGhshMKqWsrMz9t5iYmEgsJ+Th4cF2BKGQkJCAhoaGyLeWZWVlcb90VVJSQmJiIvT19WFqaornz5+znK7m6sN9htQe1BJKCKlSUVERpKWl8ebNm3Iz5hFSW9SHtV4/ffqEv/76C0FBQZCRkYGZmRlmz57NU3mryy5fvgxxcfFyLdfXr19HYWEhBg0axFIyUh3e3t44ffo0Dh06JDLXZFnt2rXDmjVrMGDAAAwbNgyKiopYv349PD09cfLkSe5Y2LpM1O8zpPagSigh5IeMjY3h7e3NnfGQkNqmPqz1KurMzMywYcMGWFtb82y/evUqli5diqCgIJaS8Ye4uDji4uLKDV9ITk6GmppanW9FtLS0RHh4OPLz86GpqcntGl9CFFoKDx8+jIKCAtjb2yMwMBADBw5ESkoKJCUl4ePjg3HjxrEdkZA6g7rjEkJ+aMOGDVi8eDF27dol0uN9RN3Jkydx4sSJCpcWqOsfEHV1dXH27FmMHDkS165dw4IFCwAACQkJkJeXZzldzd29e7fK57t37y6kJILz7t07GBkZldtuaGiI8PBwFhLxV2Xf+efl5UFSUlLIafhvxIgRbEcQuEmTJnH/3bZtW3z48IH75ZeKigqLyfgnLS0NT58+RUJCAoqKinies7W1ZSkVEUVUCSWE/JCtrS2ys7Nhbm4OSUlJyMjI8DxflyfUqC88PT3xxx9/wN7eHufOnYODgwMiIiLw7NkzzJo1i+14Nebi4oKJEydiwYIF6NOnDzp16gSguCtn2fVt66KePXuW21Z6wpu63ooGAAoKCoiMjCw3c2x4eHi5VrW6pGRGag6HAy8vLzRs2JD7XGFhIe7evQtDQ0O24vGNq6sr2xEEzt3dHc7OzpCVlQVQ3AOjTZs2yMnJgbu7O1xcXFhOWDMXLlyAjY0NMjMzIS8vz3OP4XA4VAklfEXdcQkhP3TgwIEqnxeFdRhFnaGhIVxdXTFhwgQ0atQIQUFB0NHRgYuLC1JSUvDXX3+xHbHGPn/+zF3rVUxMDADw9OlTyMvL1/kP+enp6TyP8/Pz8eLFC6xcuRJr164ViSVMpk+fjkePHuHMmTNo1aoVgOIK6OjRo9GuXTt4eXmxnPDXaGtrAwA+fPiAli1bcmcdBQBJSUloaWnB3d0dHTp0YCsiqSZR71Ktr68Pa2trrFu3jlvRJkRQqBJKCCH1gKysLEJCQqCpqQk1NTXcuHED5ubmePfuHTp27Ijk5GS2I5JfcOfOHSxcuBCBgYFsR6mx9PR0DBw4EAEBAWjZsiUA4OPHj+jWrRtOnz4NRUVFdgPWUK9evXD69Ok6udRMdYiJifG0nJVV1ytoQHEZ4+PjoaqqyrPdz88P48aNQ2JiIkvJ+ENOTg6vXr2Cjo4O21FIPUDdcQkhPyU3N7fceEJRGHMn6po2bYqUlBRoampCQ0MDjx8/hrm5OaKioiodq0ZqvyZNmiA0NJTtGHyhoKCAhw8f4saNGzwzc4rCeFcA8Pf3BwB8/foVUVFRaNWqFRo0EJ2PYWfOnOF5XNJaf+DAAbi5ubGUij9K1nvlcDjQ19cv1xU+MzMTM2bMYDEhfwwYMAABAQFUCSVCQS2hhJAfysrKwtKlS3HixIkKW8xE4RtuUTdlyhSoq6vD1dUVO3fuxOLFi9GlSxcEBARg1KhR8Pb2ZjsiqUJwcDDPY4ZhEBcXhw0bNqCgoAD3799nKZnwmZqa4vLly1BXV2c7yk/JycnB7NmzucMbwsLCoKOjgzlz5qBFixYisS5qRXx9fXH8+HGcO3eO7Si/7MCBA2AYBo6OjvDw8ICCggL3uZIu1SXj0Osyb29vuLu7w8HBAaamppCQkOB5ftiwYSwlI6KIKqGEkB+aNWsW/P39sXr1akyePBk7d+5EbGws9uzZgw0bNsDGxobtiOQHioqKUFRUxG15OXbsGB4+fAg9PT1Mnz5dJGbnFGUlXR3L/snu2LEj9u3bV+fHvP6M0mOa65J58+bhwYMH8PDwwMCBAxEcHAwdHR2cO3cOq1atwosXL9iOKBCRkZEwMzNDZmYm21Fq7M6dO+jcuXO5ypmoKBlLXxEOh0NfOBO+okooIeSHNDQ0cPDgQfTs2RPy8vJ4/vw5dHV1cejQIRw9ehSXL19mOyKpQkFBAdatWwdHR0fuWDtSt3z48IHnsZiYGFRVVSEtLc1SIvbU1UqopqYmjh8/jo4dO/KUITw8HG3atEFGRgbbEfkuJycHy5cvx5UrV0Sm23hhYSHOnj2LkJAQAMXraA8bNoxnwilCyI+JzmAEQojApKSkcD/wycvLc5dk6dq1K2bOnMlmNFINDRo0wKZNm2h6/TpMU1OT7QikhhITE8vNqgoUD3eoakKfuqJk3GQJhmHw5csXyMrK4vDhwywm45/w8HBYW1sjNjYWBgYGAID169dDXV0dly5d4s7qLApyc3Pr5ZdcRHioEkoI+SEdHR1ERUVBQ0MDhoaGOHHiBNq3b48LFy7U+Rkr64s+ffrgzp075dZgJLVXyfqS1TF37lwBJiH8YGVlhUuXLmHOnDkAvq/z6uXlJRLjCT08PFBYWMhtESxpre/QoQO+fPnCcjr+mDt3Llq1aoXHjx9DWVkZQPHyLJMmTcLcuXNx6dIllhPWTGFhIdatW4fdu3cjPj6eO2555cqV0NLSgpOTE9sRiQih7riEkB/atm0bxMXFMXfuXNy8eRNDhw4FwzDIz8/H1q1bMW/ePLYjkh/YvXs33NzcYGNjg7Zt20JOTo7neZpwovYpWV+yRGJiIrKzs7lf/KSlpUFWVhZqamqIjIxkISE76mp33Pv372PQoEGYNGkSfHx8MH36dPz33394+PAh7ty5g7Zt27IdsUZEfQ1NoHgJk8ePH8PU1JRne1BQELp06VLnx726u7vjwIEDcHd3x9SpU/H69Wvo6Ojg+PHj8PDwwKNHj9iOSEQItYQSQn5owYIF3H/37dsXb9++RWBgIHR1dWFmZsZiMlJdv//+OwBg69at5Z6jCSdqp6ioKO6/fX198ffff8Pb25vbDTA0NBRTp07F9OnT2YpIfkLXrl3x8uVLbNiwAaamprh+/TratGmDR48elavU1EUMw1TYrTgzM1NkunVKSUlV2KqbmZkpEpO7HTx4EP/88w/69OnDs+SMubk53r59y2IyIoqoEkoIqZZbt27h1q1bSEhIQFFREc9z+/btYykVqa6y54zULStXrsTJkye5FVAAMDAwwLZt2/Dbb7/Vqxmq9+zZgyZNmrAd45e0atUKe/fuZTsGXy1cuBBA8ZdZK1euhKysLPe5wsJCPHnyBBYWFiyl468hQ4Zg2rRp8Pb2Rvv27QEAT548wYwZM0SiN0lsbCx0dXXLbS8qKkJ+fj4LiYgoo0ooIeSH3Nzc4O7uDisrKzRr1kwkJtEgpC6Ji4tDQUFBue2FhYWIj49nIRH/zZ07F7q6uuXGt/71118IDw+Hh4cHAGDixIkspOOfhISECr/Mq6u9SkqWlmEYBq9eveJpEZSUlIS5uTmcnZ3ZisdXnp6esLOzQ6dOnbjLtOTn52P48OHYvn07y+lqzsjICPfu3Ss3EdrJkydhaWnJUioiqmhMKCHkh5o1a4ZNmzZh8uTJbEchNXDnzh1s3ryZu7SAkZERFi9ejG7durGcjPzI0KFDERsbCy8vL7Rp0wYAEBgYiGnTpqFFixY4f/48ywlrrqQcZcdGPn/+HMOGDcPHjx9ZSsYfgYGBsLOzQ0hISLn1XkWhS7yDgwO2b98OeXl5tqMIXHh4OP777z8AxffRiloP66Jz587Bzs4Oy5cvh7u7O9zc3BAaGoqDBw/i4sWL6NevH9sRiQihSigh5IcaN26Mp0+fitT08/XN4cOH4eDggFGjRqFLly4AgAcPHuDMmTPw8fGp861Loi4xMRF2dna4evUqtwWmoKAAAwYMgI+PT4VLf9Q10tLSeP36dbkP9OHh4TAxMUFubi5LyfjD3NwcrVq1wtKlS9GkSZNyPUpoGZ66wdvbG9u2bcO7d+8AAHp6epg/fz6mTJnCcjL+uHfvHtzd3REUFITMzEy0adMGLi4u6N+/P9vRiIihSigh5IeWLl2Khg0bYuXKlWxHIb+odevWmDZtGs8kU0DxREV79+7lto6S2i0sLIw7QYihoSH09fVZTsQ/JiYmmDFjBmbPns2zfceOHdi1axe35amuatSoEV68eCEyrWb1kYuLC7Zu3Yo5c+Zwl9V59OgR/vrrLyxYsADu7u4sJxSOo0ePYtiwYeVmWSfkZ1AllBBSoZLJJoDiSQkOHDgAMzMzmJmZcVtiSlQ04yqpXaSkpPDmzRuRbWUidd++ffswe/ZsLF68GL179wZQPCHali1b4OHhgalTp7KcsGZGjBiByZMnY/To0WxHIb9IVVUVnp6emDBhAs/2o0ePYs6cOUhKSmIpmXDJy8vj5cuXdW6ZJFK70MREhJAKlUw2UaJkdsPXr1/zbKdJiuoGdXV13Lp1q1wl9ObNm1BXV2cpFamuwsJC+Pj4VDpDtZ+fH0vJ+MfR0RF5eXlYu3YtVq9eDQDQ0tLCrl27YGtry3K6mvPy8oKdnR1ev34NExOTcl/micLsqqIuPz8fVlZW5ba3bdu2wonDRBW1XxF+oEooIaRC/v7+bEcgfLRo0SLMnTsXL1++ROfOnQEUjwn18fERiVkdRd28efPg4+ODwYMHw8TERGS//Jk5cyZmzpyJxMREyMjIoGHDhmxH4ptHjx7hwYMHuHLlSrnnRGFiovpg8uTJ2LVrV7neP//880+9WiaJEH6g7riEEFJPnDlzBlu2bOGO/2zdujUWL16M4cOHs5yM/IiKigoOHjwIa2trtqOQX6SlpYUhQ4Zg5cqVdXad0/puzpw5OHjwINTV1dGxY0cAxeuERkdHw9bWlqd1W5SHqTRq1AhBQUHUHZfUCFVCCSGEkFquefPmuH37tkhNRAQAbdq0wa1bt6CkpARLS8sqW3ifP38uxGT816hRI7x8+ZJmGa/DevXqVa39OByOSHSRrwxVQgk/UHdcQgghpJZbtGgRtm/fjr/++kukuuIOHz4cUlJSAIon7hFlo0aNgr+/P1VC6zAapkII/1BLKCGEiCglJaVqV1hSUlIEnIbUxMiRI+Hv7w9lZWUYGxuXm9Tm9OnTLCUj1bV27Vp4eHhg8ODBMDU1LXcO586dy1IyQn6OiYkJrly5QpPakRqhSighhIioAwcOVHtfOzs7ASYhNeXg4FDl8/v37xdSEsH7+vVrhTMAa2hosJSIP7S1tSt9jsPhIDIyUohpCCGEXVQJJYQQQgjrwsLC4OTkhIcPH/JsZxiGZo8lRECoxwxhC40JJYSQeqKoqAjh4eEVtjJ1796dpVTkZyQmJiI0NBQAYGBgAFVVVZYT8Y+DgwMaNGiAixcvolmzZiI19rWsku//RbmMpG7w8PBgOwKpp6gllBBC6oHHjx9j4sSJ+PDhQ7mFxqmVqfbLysriLg9R8gWCuLg4bG1tsWPHDsjKyrKcsObk5OQQGBgIQ0NDtqMIzMGDB/Hnn3/i3bt3AAB9fX0sXrwYkydPZjkZIYQIlxjbAQghhAjejBkzYGVlhdevXyMlJQWpqancH+piVfstXLgQd+7cwYULF5CWloa0tDScO3cOd+7cwaJFi9iOxxdGRkZISkpiO4bAbN26FTNnzoS1tTVOnDiBEydOYODAgZgxYwa2bdvGdjxCAAARERFYsWIFJkyYgISEBADAlStX8ObNG5aTEVFDLaGEEFIPyMnJISgoCLq6umxHIb9ARUUFJ0+eRM+ePXm2+/v7Y+zYsUhMTGQnGB/5+flhxYoVWLduXYWzx8rLy7OUjD+0tbXh5uYGW1tbnu0HDhzAqlWrEBUVxVIyQorduXMHgwYNQpcuXXD37l2EhIRAR0cHGzZsQEBAAE6ePMl2RCJCqCWUEELqgQ4dOiA8PJztGOQXZWdno0mTJuW2q6mpITs7m4VE/Ne3b188fvwYffr0gZqaGpSUlKCkpARFRUUoKSmxHa/G4uLi0Llz53LbO3fujLi4OBYSEcJr2bJlWLNmDW7cuAFJSUnu9t69e+Px48csJiOiiCYmIoQQERUcHMz995w5c7Bo0SJ8/vy5wlYmMzMzYccjP6FTp05wdXXFwYMHIS0tDQDIycmBm5sbOnXqxHI6/vD392c7gkDp6urixIkT+N///sez/fjx49DT02MpFSHfvXr1Cr6+vuW2q6mpiXRXecIOqoQSQoiIsrCwAIfD4ZmIyNHRkfvvkudoYqLaz8PDAwMHDkTLli1hbm4OAAgKCoKUlBSuX7/Ocjr+6NGjB9sRBMrNzQ3jxo3D3bt30aVLFwDAgwcPcOvWLZw4cYLldIQAioqKiIuLK7em7YsXL9CiRQuWUhFRRWNCCSFERH348KHa+2pqagowCeGH7OxsHDlyBG/fvgUAtG7dGjY2NpCRkWE5GX9lZ2cjOjoaX79+5dkuCq31gYGB2LZtG0JCQgAUn8NFixbB0tKS5WSEAM7Oznjy5An+/fdf6Ovr4/nz54iPj4etrS1sbW3h6urKdkQiQqgSSggh9cD69evRpEkTnpZQANi3bx8SExOxdOlSlpKR6qgP5y8xMREODg64cuVKhc9Taz0hgvX161fMmjULPj4+KCwsRIMGDVBYWIiJEyfCx8cH4uLibEckIoQqoYQQUg9oaWnB19e33MQoT548wfjx42lmzlquPpw/GxsbfPjwAR4eHujZsyfOnDmD+Ph4rFmzBlu2bMHgwYPZjvjTMjIyqr1vXZ/9l4iO6OhovH79GpmZmbC0tKQxy0QgaEwoIYTUA58/f0azZs3KbVdVVaWZOeuA+nD+/Pz8cO7cOVhZWUFMTAyampro168f5OXlsX79+jpZCVVUVASHw6lyHxqXTWqL+/fvo2vXrtDQ0ICGhgbbcYiIo0ooIYTUA+rq6njw4EG5CScePHiA5s2bs5SKVFd9OH9ZWVlQU1MDACgpKSExMRH6+vowNTXF8+fPWU73a0R9xl8iWnr37o0WLVpgwoQJmDRpEoyMjNiOREQYVUIJIaQemDp1KubPn4/8/Hz07t0bAHDr1i0sWbIEixYtYjkd+ZH6cP4MDAwQGhoKLS0tmJubY8+ePdDS0sLu3bsrbAWuC0R9xl8iWj59+oRjx47h6NGj2LBhA8zMzGBjY4MJEyagZcuWbMcjIobGhBJCSD3AMAyWLVsGT09P7qyj0tLSWLp0KVxcXFhOR36kPpy/w4cPo6CgAPb29ggMDMTAgQORkpICSUlJ+Pj4YNy4cWxH5AtRnv2XiI6oqCj4+vri6NGjePv2Lbp37w4/Pz+2YxERQpVQQgipRzIzMxESEgIZGRno6elBSkqK7UjkJ9Sn85ednY23b99CQ0MDKioqbMepMZr9l9Q1hYWFuHLlClauXIng4GC6RglfibEdgBBCiPA0bNgQ7dq1g4mJiUhXYERVfTp/srKyaNOmjUhUQAFg/vz5SEtLw5MnTyAjI4OrV6/iwIED0NPTw/nz59mORwjXgwcP8Pvvv6NZs2aYOHEiTExMcOnSJbZjERFDLaGEEEIIYd3ChQsr3M7hcCAtLQ1dXV0MHz4cysrKQk7GH82aNcO5c+fQvn17yMvLIyAgAPr6+jh//jw2bdqE+/fvsx2R1HPLly/HsWPH8OnTJ/Tr1w82NjYYPnw4ZGVl2Y5GRBBVQgkhhBDCul69euH58+coLCyEgYEBACAsLAzi4uIwNDREaGgoOBwO7t+/Xydn7ZSXl0dwcDC0tLSgqakJX19fdOnSBVFRUTA2NkZ2djbbEUk916VLF9jY2GDs2LEi0wOB1F7UHZcQQgghrBs+fDj69u2LT58+ITAwEIGBgfj48SP69euHCRMmIDY2Ft27d8eCBQvYjvpLSmb/BcCd/Tc2NrZOz/5LREtJN1yqgBJhoJZQQgghhLCuRYsWuHHjRrlWzjdv3qB///6IjY3F8+fP0b9/fyQlJbGU8tfVl9l/Sd126NAh7N69G1FRUXj06BE0NTXh4eEBbW1tDB8+nO14RIRQSyghhBBCWJeeno6EhIRy2xMTE5GRkQEAUFRULLe0SV0xadIk2NvbAwDatm2LDx8+4NmzZ4iJiaEKKKkVdu3ahYULF8La2hppaWnc2XAVFRXh4eHBbjgicqgSSgghhBDWDR8+HI6Ojjhz5gw+fvyIjx8/4syZM3BycsKIESMAAE+fPoW+vj67QflE1Gb/JXXfjh07sHfvXvzxxx8QFxfnbreyssKrV69YTEZEUQO2AxBCCCGE7NmzBwsWLMD48eNRUFAAAGjQoAHs7Oywbds2AIChoSG8vLzYjPnLCgsL4ePjg1u3biEhIQFFRUU8z/v5+bGUjJBiUVFRsLS0LLddSkoKWVlZLCQioowqoYQQQghhVWFhIZ4/f45NmzZh27ZtiIyMBADo6OigYcOG3P0sLCxYSlhz8+bNg4+PDwYPHgwTExNwOBy2IxHCQ1tbGy9fvoSmpibP9qtXr6J169YspSKiiiqhhBBCCGGVuLg4+vfvj5CQEGhra8PMzIztSHx37NgxnDhxAtbW1mxHIaRCCxcuxKxZs5CbmwuGYfD06VMcPXoU69evr7M9EEjtRZVQQgghhLDOxMQEkZGR0NbWZjuKQEhKSkJXV5ftGIRUasqUKZCRkcGKFSuQnZ2NiRMnonnz5ti+fTvGjx/PdjwiYmiJFkIIIYSw7urVq1i+fDlWr16Ntm3bQk5Ojud5eXl5lpLxx5YtWxAZGYm//vqLuuKSWi87OxuZmZlQU1NjOwoRUVQJJYQQQgjrxMS+T9hfupLGMAw4HA53uYi6ZNSoUTyP/fz8oKysDGNjY0hISPA8d/r0aWFGI4QQVlF3XEIIIYSwzt/fn+0IfKegoMDzeOTIkSwlIaRilpaW1W6Zf/78uYDTkPqEKqGEEEIIYV2PHj2QlpYGb29vhISEAACMjIzg5ORUrjJXV+zfv5/tCIRUqWQNXkKEjbrjEkIIIYR1AQEBGDhwIKSlpdG+fXsAwLNnz5CTk4Pr16+jTZs2LCckhADA0aNHMWzYsHLjtgn5GVQJJYQQQgjrunXrBl1dXezduxcNGhR31CooKMCUKVMQGRmJu3fvspzw57Vp0wa3bt2CkpLSD7s9UldHUlfIy8vj5cuX0NHRYTsKqcOoOy4hhBBCWBcQEMBTAQWABg0aYMmSJbCysmIx2a8bPnw4pKSkAFC3RyI6qP2K8ANVQgkhhBDCOnl5eURHR8PQ0JBne0xMDBo1asRSqppxdXUFABQWFqJXr14wMzODoqIiu6EIIaQWEPvxLoQQQgghgjVu3Dg4OTnh+PHjiImJQUxMDI4dO4YpU6ZgwoQJbMerEXFxcfTv3x+pqalsRyGEkFqBWkIJIYQQwrrNmzeDw+HA1tYWBQUFAAAJCQnMnDkTGzZsYDldzZmYmCAyMhLa2tpsRyGEENbRxESEEEIIqTWys7MREREBAGjVqhVkZWVZTsQfV69exfLly7F69Wq0bdu23Myi8vLyLCUj5Oc0atQIQUFBNDERqRGqhBJCCCGECJiY2PcRUKVnyWUYBhwOB4WFhWzEIuSnmZiY4MqVK1BXV2c7CqnDqDsuIYQQQoiA7d+/H+rq6hAXF+fZXlRUhOjoaJZSEfKdnZ0dnJyc0L179yr3e/36tZASEVFGLaGEEEIIIQImLi6OuLg4qKmp8WxPTk6GmpoatYQS1o0YMQKXL1+GpqYmHBwcYGdnhxYtWrAdi4gomh2XEEIIIUTASrrdlpWZmQlpaWkWEhHC6+zZs4iNjcXMmTNx/PhxaGlpYdCgQTh58iTy8/PZjkdEDLWEEkIIIYQIyMKFCwEA27dvx9SpU3kmWiosLMSTJ08gLi6OBw8esBWRkAo9f/4c+/fvh5eXFxo2bIhJkybh999/h56eHtvRiAigMaGEEEIIIQLy4sULAMUtoa9evYKkpCT3OUlJSZibm8PZ2ZmteIRUKC4uDjdu3MCNGzcgLi4Oa2trvHr1CkZGRti0aRMWLFjAdkRSx1FLKCGEEEKIgDk4OGD79u20FAuptfLz83H+/Hns378f169fh5mZGaZMmYKJEydyr9szZ87A0dERqampLKcldR1VQgkhhBBCCKnnVFRUUFRUhAkTJmDq1KmwsLAot09aWhosLS0RFRUl/IBEpFAllBBCCCGEkHru0KFDGDNmDE2URYSCZsclhBBCCCGknvP3969wFtysrCw4OjqykIiIMmoJJYQQQgghpJ6rbC3bpKQkNG3aFAUFBSwlI6KIZsclhBBCCCGknsrIyADDMGAYBl++fOHpjltYWIjLly+Xq5gSUlNUCSWEEEIIIaSeUlRUBIfDAYfDgb6+frnnORwO3NzcWEhGRBl1xyWEEEIIIaSeunPnDhiGQe/evXHq1CkoKytzn5OUlISmpiaaN2/OYkIiiqgSSgghhBBCSD334cMHaGhogMPhsB2F1ANUCSWEEEIIIaQeCg4OhomJCcTExBAcHFzlvmZmZkJKReoDqoQSQgghhBBSD4mJieHz589QU1ODmJgYOBwOKqoacDgcFBYWspCQiCqamIgQQgghhJB6KCoqCqqqqtx/EyIs1BJKCCGEEEIIIURoqCWUEEIIIYSQeuj8+fPV3nfYsGECTELqG2oJJYQQQgghpB4SExPjeVx2TGjpmXJpTCjhJ7Ef70IIIYQQQggRNUVFRdyf69evw8LCAleuXEFaWhrS0tJw+fJltGnTBlevXmU7KhEx1BJKCCGEEEJIPWdiYoLdu3eja9euPNvv3buHadOmISQkhKVkRBRRSyghhBBCCCH1XEREBBQVFcttV1BQwPv374Weh4g2agklhBBCCCGknuvevTukpaVx6NAhNGnSBAAQHx8PW1tb5Obm4s6dOywnJKKEKqGEEEIIIYTUc+Hh4Rg5ciTCwsKgrq4OAIiJiYGenh7Onj2L/7d3/6xRdHEUgM+YGJYIgkjSBJSAjRD8g0K0FPIB0ooYsLGLYLBSFOIHEN1GkFgIoqQSWwXbsCCm0MIipEhjozYJWKzLWgiBoL68hc7A3Oepdu+d4rSHO787x44dazghbaKEAgAAGQ6Hef36dT5+/JgkOX78eObm5vbckgt/gxIKAABAbUabDgAAANSv2+3m6tWr6XQ66Xa7//nstWvXakpFCZyEAgBAgaanp/P27dscPnw409PTf3yuqqpsbm7WmIy2U0IBAACoje+EAgAAu4bDYZxT8S8poQAAQB4/fpyZmZl0Op10Op3MzMxkZWWl6Vi0kIuJAACgcHfu3Mm9e/eyuLiY8+fPJ0nW1tZy/fr1bG1t5e7duw0npE3MhAIAQOEmJibS7XZz8eLFPevPnz/P4uJiPn/+3FAy2sjruAAAULh+v5+zZ8/+sn7mzJl8//69gUS0mRIKAACFu3z5ch4+fPjL+qNHj3Lp0qUGEtFmZkIBAKBAS0tLu7+rqsrKykpevXqVc+fOJUl6vV62traysLDQVERaykwoAAAU6MKFC//ruaqq8ubNm3+chpIooQAAANTGTCgAABSs3+9ndHQ0Hz58aDoKhVBCAQCgYPv378+RI0cyGAyajkIhlFAAACjcrVu3cvPmzXz9+rXpKBTATCgAABTu9OnT2djYSL/fz9GjR3PgwIE9++/evWsoGW3kEy0AAFC4+fn5piNQECehAAAA1MZMKAAAALXxOi4AABRu3759qarqj/tuzuVvUkIBAKBwL1682PO/3+9nfX09T548yfLyckOpaCszoQAAwG89e/Ysq6urefnyZdNRaBElFAAA+K3Nzc2cOHEiOzs7TUehRVxMBAAA/OLbt2/pdruZmppqOgotYyYUAAAKd+jQoT0XEw2Hw2xvb2d8fDxPnz5tMBltpIQCAEDh7t+/n8FgkJGRkSQ/b8udmJjI7Oxstre3G05H25gJBQCAwo2MjOTTp0+ZnJzcs/7ly5dMTk76RAt/lZlQAAAo3HA4/O13Qnd2dtLpdBpIRJt5HRcAAAq1tLSUJKmqKrdv3874+Pju3mAwSK/Xy6lTpxpKR1spoQAAUKj19fUkP09C379/n7Gxsd29sbGxnDx5Mjdu3GgqHi1lJhQAAAp35cqVPHjwIAcPHmw6CgVQQgEAAKiNi4kAAACojRIKAABAbZRQAAAAaqOEAgAAUBslFAAAgNoooQAAANRGCQUAAKA2PwBy02iVOuIXggAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.heatmap(df4.drop(columns=['turbidity_level']).corr(), annot=True, cmap=\"coolwarm\", fmt=\".2f\", linewidths=0.5)\n", + "plt.title(\"Матрица корреляций\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8cac80dc-dd78-4449-84e5-b4ecbb350b85", + "metadata": {}, + "source": [ + "## Парные диаграммы\n", + "Отображает распределение и взаимосвязь признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "626c96e9-3c7b-475b-8b31-e16c26395402", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "sns.pairplot(df4_filtered, hue=\"potability\", corner=True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "0e685fe5-871d-4647-a75a-84539605feed", + "metadata": {}, + "source": [ + "## Диаграмма рассеяния" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "e1c0b5e8-0940-45a8-ba03-4b712fa20340", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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du3dXeM7i4mKkp6fjzp072LVrF/bu3Wv0u7p161ZIJBK88cYbRvtNnToVgiBg27ZtRssr830ANHZIT09Hfn6+TdszDz4smphaw9nZGQAqLUTmz58PT09P+Pj44KmnnkK3bt0wb948w/qwsDC4ubnh66+/RmRkJNLS0pCeng61Wm32eM2aNYOvry+GDx+OYcOGGXy6y9KnTx94enrC2dkZbm5ueO2112x+UXp6euKJJ57AL7/8AgD45Zdf8Pzzz5sMMgFg9OjRUCgUWLNmDQAakGzZsgXPPfdclX/MPvnkE3h6ehp9yg/OExMTERoaatImvctfYmIiAEoN7+vrazQIqw60Wi0++OADPPfcc2jZsuV92d/Wa9YTGhpqcozGjRubxBNUxOXLlzF8+HC4uLjA2dkZnp6e+L//+z8AMBlwXr161eS7MydYy/LNN9+gqKgIH3zwgcm61q1bw87ODrNmzUJMTIxh8FX+2YiJicHly5dNzt24cWMAFAsGUH8Qi8Vo1qxZhdd97tw5jBkzBlqtFpmZmSbr9fc7LCzMaLlcLkdwcLDJ92GNxMREiMVio1gyAPD29oarq2uFx+rbty98fHwMz6FOp8Pvv/+OYcOGVXqSB4AhnsSa62xMTAy2b99ucs/1LlL6e66nov5o6X4C1MfNDfbS09Ph4uJS4fVERkaiT58+hjgpT09PQ3+zJpri4uIAwGx8Tk1Q/h4plUr4+PhYfGatPTu2kJiYaPF+69eXJT09HTKZDA4ODhUe25Z3ga3PkH5Srjq/h507d8LT09MQI9ymTRujuEY9+t/vnTt3Ijg42EjUAqX3ypb36rp16+Dp6QkvLy/069cP/v7+Rq7RiYmJ8PX1NXlmrX0fAGx6BgC6z56enlAqlfDy8sJHH31kMiHJPFxwTBNTazg7O8PX19ds8LI1xo4di3HjxkGn0yEuLg5z5szB4MGDsXv3bohEIiiVSqxfvx4vvvii0YwfADRv3tzkeBs2bEBOTg5Onz6NL774Ag0aNMCnn35qtM3SpUvRuHFjFBcXY//+/YbkCt99951NbX7xxRcxbtw4vP766zh48CB++ukng991Wdzc3DB48GCsWbMGH3/8Mf78808UFxcbBtVVYeLEiXj66aeNlr388stVPl5N8PPPPyMhIQE7duyolf3vF1lZWejRowecnZ0xe/ZsNGrUCHZ2djhz5gymT59uFPAPUDBx+cDoDRs2WEzBn56ejvnz5+P99983K2y9vLywePFiTJo0ySCA9JS1ZOp0OrRo0QLffPON2fP4+/vbdL1lOX/+PAYOHIjevXtj2rRp+L//+z+TgPfqpqoTDRKJBM8++yx+/PFHfPfdd4iMjMStW7eq/BympqZCqVTC0dHR4jY6nQ59+/bFu+++a3Z9+e+rulGpVEhJSUHfvn2tbhcbG4vevXujSZMm+Oabb+Dv7w+5XI6tW7diwYIFJn34QaGiZ6cmSEhIQMOGDW3qp5V9F9xvOnbsaPjdvHXrFubNm4fhw4fj8uXLRrFz+t9vc7FylaVfv36YNm0aALKez5s3D7169cKpU6eMrKG2UjaxhS389ddfcHZ2RkFBAf755x989tlncHZ2tvgMMw8+LJqYWmXw4MFYvnw5jh49ik6dOtm0T3BwsFGAqouLC5599lkcO3bMcIy+ffviyy+/xHPPPYfvv/8ewcHBmDp1qtlZoG7dugEwzrr23nvvGc0Kd+jQAe3atTNsd/78eWzfvt3m6xw4cCDs7OzwzDPPoGvXrmjUqJFZ0QSQa9CwYcNw8uRJQzC6ObFnK6GhoSbZvMoP3gICAnDhwgXodDojy4veIhUQEAAAaNSoEXbs2IHMzMxqG1gUFBRg1qxZeO211wznuR/723rNemJiYkyOce3aNZt/YAHKzpSRkYG///7byA00Pj7e7PaOjo4m3925c+csHv/TTz+Fk5OT1RT9EyZMwIgRI3Dp0iWD25jebU1Po0aNDG6v1gZ0jRo1gk6nQ1RUFCIiIixuBwAtWrTAhg0bYG9vjw0bNmDixIm4cOGCwRVGf7+jo6MRHBxs2E+lUiE+Pt7kPlgjICAAOp0OMTExhlllgAL1s7KybOon48aNw9dff43Nmzdj27Zt8PT0RP/+/W1uQ1mioqKM2mGORo0aIS8vz+brrKg/lr2f5bl69So8PDyM3gPnz5+HWq02vOcssXnzZhQXF+Pff/81cmEr68poCf33WtmJsqoSExODXr16Gf7Oy8tDSkqKSSIHwLZnpyICAgIs3m/9ej0ajQbnz5/HgAEDbDq2Le8CW5+hRo0aAaDvoTLPlTU8PDyMjhUSEoIuXbrg4MGDRu9I/e9348aNERkZCbVabWRt0t8rW96rPj4+RucMCwtD586dsXHjRowZMwYBAQHYvXs3cnNzjaxNlt7xp06dgre3N/z8/Gy65u7duxsSuwwdOhSRkZHYvn07i6aHGHbPY2qVd999F46OjpgwYQJu375tsj42Ntasu1xZCgsLAcAolfCNGzfw2muv4Y033sDEiRPRp08fuLm5Vdie9PR06HQ6i658enQ6HSQSSYXH0yOVSjFu3DhcuHDByIfbHAMHDoSHhwfmzZuHAwcO3JOVyVYGDRqE1NRUrF+/3rBMo9Fg8eLFUCqVBivEyJEjIQgCZs2aZXIMoYol3xYtWoT8/PwqZ3ur6v62XrOejRs3GlJNA8CJEydw/PhxDBw40OZz6vtM2XulUqlstlhaIyEhAcuWLcPMmTMrnGV1d3dH9+7d0adPH7PPxqhRo5CcnGw2/W9hYaHBrevJJ5+EWCzG7NmzTSwM5ftDmzZt4OjoCLFYjJ9++gkJCQmYPXu2YX2fPn0gl8vx7bffGu37888/Izs7G0888YRtNwIwDIrLZ5zTW85sOVbLli3RsmVL/PTTT/jrr7/wzDPPQCqt/DzjjRs3EBkZaYgHs8SoUaNw9OhRs9bSrKwskziRivqjj48PIiIisGrVKqN005cuXcLOnTtNhMOGDRsgkUgqTB1trg9nZ2djxYoVVvcDyFW5e/fu+OWXX0xSQ1f1/WGN5cuXG73Lly1bBo1GY/LMVubZscagQYNw4sQJHD161LAsPz8fy5cvR2BgoJEb686dO5GdnY1hw4ZV+XzlsfUZatOmDYKCgrBw4UKTVOTV9T3o3weWficHDBiA7OxsrFy50mifRYsWQaFQVEnMlR8LDBo0CFqtFkuWLDHabsGCBRCJREb9ICMjA/v27cPQoUMrfV6A7psgCJUaFzAPHmxpYmqVRo0aYe3atRg9ejSaNm2KcePGITw8HCqVCkeOHDGkgC7LhQsX8Ntvv0EQBMTGxuLbb7+Fn5+fYYZUp9Nh7Nix8PPzs5oU4LXXXoNMJkNYWBjEYjEOHz6MtWvXYvDgwSaDyKNHjyI9Pd3gnrdnzx688847lbrWOXPmYNq0aRWKN5lMhmeeeQZLliyBRCIxSlRQU0ycOBE//PADxo8fj9OnTyMwMBB//vknIiMjsXDhQsMsXa9evTB27Fh8++23iImJwYABA6DT6XDo0CH06tXLJLjfFnbu3InPPvvM5sQd1bW/rdesJyQkBF27dsWrr76K4uJiLFy4EPXq1avUrGLnzp3h5uaG559/Hm+88QZEIhF+/fXXahmoHDhwAE2bNsULL7xwz8caO3Ys/vjjD/zvf//Dvn370KVLF2i1Wly9ehV//PEHduzYgXbt2iEkJAQffvgh5syZg27dumHEiBFQKBQ4efIkfH19TVJx6wkPD8f06dPxxRdf4JlnnkHLli3h6emJ999/H7NmzcKAAQMwdOhQREdH47vvvkP79u0rNXnQqlUrPP/881i+fLnBJfLEiRNYtWoVnnzySSPrgzXGjRtneM6rMnmxbNkyzJ07Fw4ODibB6OWZNm0a/v33XwwePBjjx49H27ZtkZ+fj4sXL+LPP/9EQkKCYVYbsK0/zp8/HwMHDkSnTp3w0ksvGVKOu7i4GOrl5OfnY+nSpfj222/RuHFjo7pZ+tIGFy5cMHgD9OvXD3K5HEOGDMErr7yCvLw8/Pjjj6hfvz5SUlIqvCfffvstunbtijZt2mDixIkICgpCQkIC/vvvP6tW1KqgUqnQu3dvjBo1ytCXunbtajIwrq5n57333sPvv/+OgQMH4o033oC7uztWrVqF+Ph4/PXXXwaL9vr16/HOO+9AoVCgsLDQqM5TdnY2tFotNm7ciCeffLJS57f1GRKLxVi2bBmGDBmCiIgIvPDCC/Dx8cHVq1dx+fLlKrk5p6WlGbwvUlJSMG/ePLi4uFh81iZMmIDvv/8er732Gi5evIiwsDBs2rQJu3btwty5c216n8fFxRnuXXJyMpYsWQJnZ2dDMoghQ4agV69e+PDDD5GQkIBWrVph586d2LRpE6ZMmWKwuB09ehTvvfceCgsL4enpafR9XLt2DQDVohs+fLiRdXbv3r1G7nnXr1/HlClTKn3vmAeI2kjZxzDluXbtmvDyyy8LgYGBglwuF5ycnIQuXboIixcvNkrDDMDwEYlEgre3tzBixAjhypUrhm0+//xzQaFQCOfPnzc6R/m0rcuWLRNatGghODo6CkqlUmjWrJkwa9YsIS8vz7CNPnWt/iOXy4WQkBDh448/FoqLi61eU0Xpyq2tP3HihABA6Nevn9VzVFfKcUEQhNu3bwsvvPCC4OHhIcjlcqFFixZG6ZX1aDQaYf78+UKTJk0EuVwueHp6CgMHDhROnz5t8RqtpRz38fER8vPzjdahEinHq7q/INh2zWXv49dffy34+/sLCoVC6Natm0kfsyXleGRkpPDYY48J9vb2gq+vr/Duu+8KO3bsMPkeK5tyHIDwzz//mLSnbNpkS5RPfy0IlH593rx5QvPmzQWFQiG4ubkJbdu2FWbNmiVkZ2cbbfvLL78IrVu3NmzXo0cPYdeuXUbtK59+t6ioSGjSpInQvn17QaPRGJYvWbJEaNKkiSCTyQQvLy/h1VdfNUmLbEuqb7VaLcyaNUsICgoSZDKZ4O/vL7z//vtG75OKSElJESQSidC4cWOz6ytqR4cOHYSnn35auHr1qtl9y9/z3Nxc4f333xdCQkIEuVwueHh4CJ07dxa++uorQ+rsyvRHQRCE3bt3C126dBHs7e0FZ2dnYciQIUJUVJRhvf54FX3Kfn///vuv0LJlS8HOzk4IDAwU5s2bJ/zyyy8Wn/XyXLp0SRg+fLjg6uoq2NnZCWFhYcKMGTOs7lOVlOMHDhwQJk6cKLi5uQlKpVJ47rnnjNKvC4Ltz44tKccFQRBiY2OFp556ynBtHTp0ELZs2WL2nNY+Zc9dmXeBINj2DAmCIBw+fFjo27ev4OTkJDg6OgotW7Y0KQWgx9o7tfz1eHh4CP369ROOHTtm9Rjl37/NmzcXli9fbvYctp7z6NGjRtvl5uYKb731luDr6yvIZDIhNDRUmD9/vlFq9eeff96mZ0B/n/Upx/Ufe3t7oVmzZsKCBQuM2scpxx8+RIJQAzZxhmHuifPnzyMiIgKrV6/G2LFja7s5jzQJCQkICgrC/PnzK21dZB5s0tPT4ePjg48//hgzZsyo7eYAqP7+qD9efHy8xTiSmTNnIiEhwciVqi6zcuVKvPDCCzh58mSFMVq1QWBgIGbOnGniRaFn//79GD9+fKUzczJVQ/89WOvfIpHI6jPCPBpwTBPD1EF+/PFHKJVKo+rrDMPcX1auXAmtVssTFwzDMAzHNDFMXWLz5s2IiorC8uXLMXnyZKspihmGqRn27t2LqKgofPbZZ3jyyScf6tllpVKJ5557zmoNqZYtW8LX1/c+turhZvjw4YZ4GnN4eXlh+PDh97FFjzadO3eucJuKnhHm0YBFE8PUIV5//XXcvn0bgwYNMpuhjmGYmmf27Nk4cuQIunTpgsWLF9d2c2oUDw8Po8B3c7DFu3pZsGCB1fVNmzatcBum+pg4cWKF21T0jDCPBhzTxDAMwzAMwzAMYwWOaWIYhmEYhmEYhrECiyaGYRiGYRiGYRgrPPQxTTqdDrdu3YKTkxNEIlFtN4dhGIZhGIZhmFpCEATk5ubC19fXUHTaFh560XTr1i34+/vXdjMYhmEYhmEYhqkj3LhxA35+fjZv/9CLJicnJwB0Y5ydnWu5NQzDMAzDMAzD1BY5OTnw9/c3aARbeehFk94lz9nZmUUTwzAMwzAMwzCVDtvhRBAMwzAMwzAMwzBWYNHEMAzDMAzDMAxjBRZNDMMwDMMwDMMwVnjoY5oYhmEYhmGY6kUQBGg0Gmi12tpuCsMYIZFIIJVKq73UEIsmhmEYhmEYxmZUKhVSUlJQUFBQ201hGLM4ODjAx8cHcrm82o7JoolhGIZhGIaxCZ1Oh/j4eEgkEvj6+kIul1f7jD7DVBVBEKBSqZCWlob4+HiEhoZWqoCtNVg0MQzDMAzDMDahUqmg0+ng7+8PBweH2m4Ow5hgb28PmUyGxMREqFQq2NnZVctxOREEwzAMwzAMUymqa/aeYWqCmuif3OMZhmEYhmEYhmGswKKJYRiGYRiGYRjGCiyaGIZhGIZhGIZhrMCiiWEYhmEYhqkWxo8fD5FIZPGTlZVV201kmCrBoolhGIZhGIapNgYMGICUlBSjz19//VXbzWKYe4JFE8MwDHN/SEsDrl4Frl8HuCgmwzy0KBQKeHt7G33c3d2Ntlm5ciVcXV2xceNGhIaGws7ODv3798eNGzcM28ycORMRERGGv1UqFUJCQowsVitXrjRr0crLywMAJCUlYdiwYVAqlXB2dsaoUaNw+/ZtkzabO8a5c+cM6wMDA7Fw4UKjfcaPH48nn3zS8HdxcTHeeOMN1K9fH3Z2dujatStOnjxptM/ly5cxePBgODs7w8nJCd26dUNsbCxmzpxp0TrXs2dPs+eriISEBKPrKC4uRp8+fdCnTx8UFxeb3Wf//v0W27Fx40azxwWAGTNmQCQSGe5RYGCgxeOsXLnScM/1xzRH2XteVFSE6dOnIzAwEHZ2dujYsSMOHz5s872oDlg0MQzDMDVLURGwaxfw3nvAtGnA1KnAp5+SgGIY5pGloKAAn332GVavXo3IyEhkZWXhmWeesbj9kiVLzAoeZ2dnE8uWo6MjdDodhg0bhszMTBw4cAC7du1CXFwcRo8ebfb4K1asQEpKCk6cOFGl63n33Xfx119/YdWqVThz5gxCQkLQv39/ZGZmAgCSk5PRvXt3KBQK7N27F6dPn8aLL74IjUaDd955x9D2qVOnolOnToa///777yq1pyxarRbPPPMM8vLysHHjRigUCqvbR0dHG91Pa9y8eRMLFy6Evb29YdnJkycN+/r5+WHhwoWGvy3df2tMmTIFv/zyCxYuXIhz586hXbt2Bovm/YKL2zIMwzA1y/HjwOLFgCDQ3zodcPEi8NlnJJ4CAmq3fQzD1ApqtRpLlixBx44dAQCrVq1C06ZNceLECXTo0MFo28zMTHz66aeYPn06ZsyYYbROJBLB29vb5Pi7d+/GxYsXER8fD39/fwDA6tWr0bx5c5w8eRLt27cHAIPVxdPTE97e3igqKqr0teTn52PZsmVYuXIlBg4cCAD48ccfsWvXLvz888+YNm0ali5dChcXF6xbtw4ymQwA0LhxY8MxlEql4V+5XG72mqqCIAh44YUXcP36dRw4cMBwHmvUr18frq6uNh3/ww8/xOjRo7F7927DMk9PT8P/JRIJXFxcqnw9OTk5+Pnnn7Fo0SKDpW3JkiXYs2cPli5dik8//bRKx60sbGliGIZhao6sLOCPP0oFU/l1Z87c7xYxDFNHkEqlBuECAE2aNIGrqyuuXLlisu3s2bPRq1cvdO3a1ebjX7lyBf7+/gbBBADNmjUzOUdGRgYAslhZY/r06VAqlYbPmjVrDOtiY2OhVqvRpUsXwzKZTIYOHToYznXu3Dl069bNIJiqwpYtW6BUKuHm5oZWrVrhl19+qXCfadOm4ddff0X79u1N3CTvlTNnzuCff/7BnDlzqrT/mDFjoFQq4ePjgyeeeAJRUVFG66dPnw5vb29oNBqjeysSidCpUyeT7WsSFk0MwzBMzZGdDZSJUTChjE88wzCMOWJiYvDTTz9h3rx5NXL8uLg4AEBQUJDV7aZNm4Zz584ZPkOHDq3Uecq6r1WVXr164dy5czhy5AjGjRuHCRMmmMRNlefKlSvYtm0b1q1bhx07dtxzG8oydepUvPPOO/Dx8anS/gsWLMC5c+ewefNmqNVqjBo1ymj9tGnTsG3bNov7i0SiKp23KrBoYhiGYWoOqRRwcLC8vl69+9cWhmHqFBqNBqdOnTL8HR0djaysLDRt2tRou+nTp2PChAkICQmp1PGbNm2KGzduGCWXiIqKQlZWFpo1a2ZYduDAAQQGBsLPz8/q8Tw8PBASEmL4ODk5GdY1atQIcrkckZGRhmVqtRonT540nKtly5Y4dOgQ1Gp1pa6jLI6OjggJCUHTpk0xdepU1KtXD+fPn7e6z6+//ooBAwZgzpw5ePnll5GTk1Pl85fl33//xbVr1/DOO+9U+Rje3t4ICQlBu3bt8OabbyIqKsro/nh4eKBr166wt7c3ureCIODo0aNG32NNw6KJYRiGqTl8fIDu3S2vt7aOYZiHGplMhtdffx3Hjx/H6dOnMX78eDz22GNG8UzXr1/H/v378fHHH1f6+H369EGLFi3w3HPP4cyZMzhx4gTGjRuHHj16oF27dgDIZW7p0qV4+umnkZqaitTUVKSlpQEgtz2tVmvTuRwdHfHqq69i2rRp2L59O6KiovDyyy+joKAAL730EgBg8uTJyMnJwTPPPINTp04hJiYGv/76K6Kjo22+Jp1Oh6KiIuTm5mL9+vXIyMhAeHi41X30LnlvvfUW/P398fbbb9t8Pmt8+eWX+PTTT+FgbWKsAtRqNYqKipCamorffvsNjRs3NnFflEgkeOONN/DJJ59g06ZNuHr1KiZPnoybN2/itddeu9fLsBlOBMEwDMPUHGIxMHQopRmPiSldLhIBo0cDZYKgGYZ5tHBwcMD06dPx7LPPIjk5Gd26dcPPP/9stE1+fj5mzZpVpVgckUiETZs24fXXX0f37t0hFosxYMAALF682LBN69atAQDz58/H/Pnzjfbv06cP4uPjERgYaNP5vvjiC+h0OowdOxa5ublo164dduzYATc3NwBAvXr1sHfvXkybNg09evSARCJBRESEUaxORWzevBn29vaQSqUIDAzE4sWL8dhjj9m0r1gsxooVKxAREYFRo0ahX79+Np/XHCEhIXj++efv6Rh6dzwnJye0adMG69evN7vd7NmzoVKpMHHiRGRlZaF169bYvn17ld0Cq4JIEMxF5z485OTkwMXFBdnZ2RUG+DEMwzA1RFoacO0aZc1zdATatAGCg4Fq8PFnGOb+UVRUhPj4eAQFBcHOzq7Kx1m5ciWmTJliqLdUW4hEIlgaCkdERGDjxo02iyam7mCtn1ZVG7CliWEYhql5PD3pU4kZVYZhmJrGy8vL4joPDw9IJJL72BqmLsOiiWEYhmEYhnkkSU1NtbiubN0hhuFEEAzDMAzDMMx9Zfz48bXumscwlYFFE8MwDMMwDMMwjBVYNDEMwzAMwzAMw1iBRRPDMAzDMAzDMIwVWDQxDMMwDMMwDMNYgUUTwzAMwzAMwzCMFVg0MQzDMAzDMAzDWIFFE8MwDMMwDMMwjBVYNDEMwzAMwzCMFcaPH48nn3zSZPn+/fshEom45tQjgLS2G8AwDMMwDMMwNqPVAjduALduASIR0KAB4O9P/2eYGoItTQzDMAzzMFBYCFy9CkRGAmfOABkZtd0ihql+CgqATZuAd98F5s4FPv+c/v/ff0BxcW23DocPH0a3bt1gb28Pf39/vPHGG8jPzzesDwwMhEgkMvmUtWL17NkTkydPxuTJk+Hi4gIPDw/MmDEDgiAYHWfhwoWGv/fs2WP2OOXP89RTTxnW//XXX2jevDkUCgUCAwPx9ddfm1zPypUrTY4RERFhWG/J0iYSibBx40bD39OnT0fjxo3h4OCA4OBgzJgxA2q12vYbWwdg0cQwDMMwDzq3bwOLFwPTpwNffAF88gnw/vvAxYu13TKGqV7OngVWrKBJAj35+cCPP9Z6f4+NjcWAAQMwcuRIXLhwAevXr8fhw4cxefJko+1mz56NlJQUw2fUqFEmx1q1ahWkUilOnDiBRYsW4ZtvvsFPP/1k9rw6nQ5Tp06FUqk0Wffyyy8bnUt/jNOnT2PUqFF45plncPHiRcycORMzZszAypUrTY7h7Oxs2H/q1KlVuDOAk5MTVq5ciaioKCxatAg//vgjFixYUKVj1RbsnscwDMMwDzIaDfDHH8ChQ8bLU1KAL7+kmXh//9ppG8NUJ4WFwL//ml+n0wFbtwKtWgEyWY2cfsuWLSbCRKvVGv4/d+5cPPfcc5gyZQoAIDQ0FN9++y169OiBZcuWwc7ODgAJCG9vb8N+9vb2KC5nJfP398eCBQsgEokQFhaGixcvYsGCBXj55ZdN2rVq1SoUFxdj2LBhyMvLM1rn4OBgdC4933zzDXr37o0ZM2YAABo3boyoqCjMnz8f48ePN2xXXFwMuVxuOIY5YWYLH330keH/gYGBeOedd7Bu3Tq8++67VTpebcCWJoZhGIZ5kLl5EzhwwPy6rCxy2WOYh4G8PLKqWuLWLXLfqyF69eqFc+fOGX3KWn/Onz+PlStXQqlUGj79+/eHTqdDfHx8pc712GOPQVQmRqtTp06IiYkxEmkAUFBQgI8++ghffvklpFLbbSFXrlxBly5djJZ16dLF5BwZGRlwdnau8Hh+fn5G112e9evXo0uXLvD29oZSqcRHH32EpKQkm9tbF2BLE8MwDMM8yOTlWY/luHnz/rWFYWoSR0fA09NyvJ6XF2BvX4Ond0RISIjRsptlnq+8vDy88soreOONN0z2bdiwYY20af78+QgLC8OQIUPw119/Vfvx4+LiEBQUVOF2hw4dgpOTk+Hv0NBQw/+PHj2K5557DrNmzUL//v3h4uKCdevWmY2hqsuwaGIYhmGYBxkHB0AuB1Qq8+t9fO5veximpnBwAIYOtWw9HTSInoVaok2bNoiKijIRVlXh+PHjRn8fO3YMoaGhkEgkhmUpKSlYtmwZDliyNFuhadOmiIyMNFoWGRmJxo0bG53j4MGDeO655yo8XlBQEFxdXc2uO3LkCAICAvDhhx8aliUmJla6zbUNu+cxDMMwzINMw4ZA587m1ymVQNOm97c9DFOTtGkDPPssoFCULrOzA154AWjZsvbaBcoQd+TIEUyePBnnzp1DTEwMNm3aZJIIwhaSkpLw9ttvIzo6Gr///jsWL16MN99802ibpUuXYvjw4WjdunWljz916lTs2bMHc+bMwbVr17Bq1SosWbIE77zzDgCgsLAQixcvRmxsLAYOHIjU1FSkpqYiLy8PGo0GmZmZNp8rNDQUSUlJWLduHWJjY/Htt9/in3/+qXSbaxu2NDEMwzDMg4xUCowZA2RnU2YxPW5uwJtvAgEBtdc2hqluHB2Bp54COnQAkpOpNpOfHyU7qURMT03QsmVLHDhwAB9++CG6desGQRDQqFEjjB49utLHGjduHAoLC9GhQwdIJBK8+eabmDhxotE2Op0On332WZXa2qZNG/zxxx/4+OOPMWfOHPj4+GD27NmGJBDr1683uBl27NjRZP8RI0Zg//79Np1r6NCheOuttzB58mQUFxfjiSeewIwZMzBz5swqtb22EAllk74/hOTk5MDFxQXZ2dk2BbIxDMMwzANJbi6QkACkpdHAMiAAMJM1i2HuhaKiIsTHxyMoKMiQDY6pXnr27ImIiAijOkz3m5UrV2L//v1mU5CfO3cOU6ZMsVk01QbW+mlVtQFbmhiGYRjmYcDJCWjRorZbwTDMQ4C9vT1cXFzMrpPJZHB3d7/PLap9WDQxDMMwDMMwDGNg9OjRFt0Kmzdvjr///vs+t6j2YdHEMAzDMAzDMHWEuuz29ijD2fMYhmEYhmEYhmGswKKJYRiGYRiGYRjGCiyaGIZhGIZhGIZhrMCiiWEYhmEYhmEYxgosmhiGYRiGYRiGYazAoolhGIZhGIZhGMYKLJoYhmEYhmEYhmGswKKJYRiGYRiGebDIygLOnQMOHgTOn6e/a5Dx48dDJBJZ/GTV8PmZ2oeL2zIMwzAMwzAPDnFxwLffArGxpctCQoDXXweCg2vstAMGDMCKFSuMlh05cgQjR46ssXMydQe2NDEMwzAMwzAPBllZpoIJAK5fBxYvrlGLk0KhgLe3t9HH3d3dsH7lypVwdXXFxo0bERoaCjs7O/Tv3x83btwwbDNz5kxEREQY/lapVAgJCTGyVq1cudKsNSsvLw8AkJSUhGHDhkGpVMLZ2RmjRo3C7du3Tdpr7hjnzp0zrA8MDMTChQuN9hk/fjyefPJJw9/bt29H165d4erqinr16mHw4MGILX/vHxFYNDEMwzAMwzAPBgkJpoJJz/XrtL4WKSgowGeffYbVq1cjMjISWVlZeOaZZyxuv2TJErOCx9nZGSkpKUYfR0dH6HQ6DBs2DJmZmThw4AB27dqFuLg4jB492uzxV6xYgZSUFJw4caJK15Ofn4+3334bp06dwp49eyAWizF8+HDodLoqHe9Bht3zGIZhGIZhmAeDnJx7W1/DqNVqLFmyBB07dgQArFq1Ck2bNsWJEyfQoUMHo20zMzPx6aefYvr06ZgxY4bROpFIBG9vb5Pj7969GxcvXkR8fDz8/f0BAKtXr0bz5s1x8uRJtG/fHgBQXFwMAPD09IS3tzeKioqqdD3lXQ9/+eUXeHp6IioqCuHh4VU65oMKW5oYhmEYhmGYBwNn53tbX8NIpVKDcAGAJk2awNXVFVeuXDHZdvbs2ejVqxe6du1q8/GvXLkCf39/g2ACgGbNmpmcIyMjAwBZrKwxffp0KJVKw2fNmjVG62NiYjBmzBgEBwfD2dkZgYGBAMhF8FGDLU0MwzAMwzDMg0FgICV9uH7ddF1ICK1/AIiJicFPP/2Ec+fO4ebNm9V+/Li4OABAUFCQ1e2mTZuG8ePHG/6ePn06tFqt4e8hQ4YgICAAP/74I3x9faHT6RAeHg6VSlXtba7rsKWJYRiGYRiGeTBwdaUseSEhxsv12fNcXWujVQY0Gg1OnTpl+Ds6OhpZWVlo2rSp0XbTp0/HhAkTEFL+OiqgadOmuHHjhlFyiaioKGRlZaFZs2aGZQcOHEBgYCD8/PysHs/DwwMhISGGj5OTk2FdRkYGoqOj8dFHH6F3795o2rQp7t69W6n2PkywpYlhGIZhGIZ5cAgOBj75hJI+5OSQS15gYK0LJgCQyWR4/fXX8e2330IqlWLy5Ml47LHHjOKZrl+/jqSkJFw3Zy2rgD59+qBFixZ47rnnsHDhQmg0Grz22mvo0aMH2rVrBwA4d+4cli5div/7v/9DamoqACAtLQ0ACSGtVguJRFLhudzc3FCvXj0sX74cPj4+SEpKwnvvvVfpNj8ssKWJYRiGYRiGebBwdQUiIoDu3enfOiCYAMDBwQHTp0/Hs88+iy5dukCpVGL9+vVG2+Tn5+PDDz80SlduKyKRCJs2bYKbmxu6d++OPn36IDg42OgcrVu3RkpKCubPnw8fHx/4+PgYRFufPn2MrFTWEIvFWLduHU6fPo3w8HC89dZbmD9/fqXb/LAgEgRBqO1G1CQ5OTlwcXFBdnZ2hcFwDMMwDMMwjGWKiooQHx+PoKAg2NnZ1XZz6hQrV67ElClTDPWWaguRSARLw/uIiAhs3LjRkNDhYcVaP62qNmBLE8MwDMMwDMM8JHh5eVlc5+HhYZNrHmMKxzQxDMMwDMMwzEOCPo7JHLt3776PLXm4YEsTwzAMwzAMw9wj48ePr3XXPKbmqFXRNHfuXLRv3x5OTk6oX78+nnzySURHRxtt07NnT4hEIqPP//73v1pqMcMwDMMwDMMwjxq1KpoOHDiASZMm4dixY9i1axfUajX69euH/Px8o+1efvllpKSkGD5ffvllLbWYYRiGYRiGecjziDEPODXRP2s1pmn79u1Gf69cuRL169fH6dOn0b17d8NyBwcHeHt73+/mMQzDMAzDMGWQyWQAgIKCAtjb29dyaxjGPAUFBQBK+2t1UKcSQWRnZwOASd76NWvW4LfffoO3tzeGDBmCGTNmwMHBwewxiouLUVxcbPg7Jyen5hrMMEzNUVAApKYCOh3g6Qm4uNR2ixiGYR55JBIJXF1dcefOHQA0sS0SiWq5VQxDCIKAgoIC3LlzB66urtWaKbDOiCadTocpU6agS5cuCA8PNyx/9tlnERAQAF9fX1y4cAHTp09HdHQ0/v77b7PHmTt3LmbNmnW/ms0wTE1w+TKwZg39q9MBQUHAs88C7doB0jrz2mIYhnkk0Xv/6IUTw9Q1XF1dq91Lrc4Ut3311Vexbds2HD58GH5+fha327t3L3r37o3r16+jUaNGJuvNWZr8/f25uC3DPChcvw58/DGQm2u8XCoFZswA2rSpnXYxDMMwRmi1WqjV6tpuBsMYIZPJrFqYqlrctk5M2U6ePBlbtmzBwYMHrQomAOjYsSMAWBRNCoUCCoWiRtrJMMx94NAhU8EEABoNsHEj0LQpwH70DMMwtY5EIuFCqcwjQ61mzxMEAZMnT8Y///yDvXv3IigoqMJ9zp07BwDw8fGp4dYxDHPfKSoCzp+3vD4mBuAaGAzDMAzD3Gdq1dI0adIkrF27Fps2bYKTk5OhgrGLiwvs7e0RGxuLtWvXYtCgQahXrx4uXLiAt956C927d0fLli1rs+kMw9QEUing6Gh5vb09UI2ZcBiGYRiGYWyhVi1Ny5YtQ3Z2Nnr27AkfHx/DZ/369QAAuVyO3bt3o1+/fmjSpAmmTp2KkSNHYvPmzbXZbIZhagqpFOjf3/L63r0BD4/71x6GYRiGYRjUsqWpohwU/v7+OHDgwH1qDcMwdYJWrYA+fYDdu42XN2sGPP547bSJYRiGYZhHmjqRCIJhGMaAiwvwwgtA167A8eOASkWpxps0YSsTwzAMwzC1AosmhmHqHs7OQNu29GEYhmEYhqllajWmiWEYhmEYhmEYpq7DoolhGIZhGIZhGMYKLJoYhmEYhmEYhmGsUOmYpuLiYhw/fhyJiYkoKCiAp6cnWrdubVNhWoZhGKaOoFYDSUlAQQHg5AT4+wMSSW23imEYhmHqJDaLpsjISCxatAibN2+GWq02FKDNzMxEcXExgoODMXHiRPzvf/+Dk5NTTbaZYRiGuReSk4E1a4Bjx0g82dsDvXoBTz0FeHrWduuYusTt28CVK8C5c1R4ukMHIDQUcHCo7ZYxDMPcV2xyzxs6dChGjx6NwMBA7Ny5E7m5ucjIyMDNmzdRUFCAmJgYfPTRR9izZw8aN26MXbt21XS7GYZhmKqQnQ0sXQocOkSCCQAKC4GtW4FffwWKi2u3fUzd4cYN4NNPga+/BvbsAf79F/joI+CPP4C8vNpuHcMwzH3FJkvTE088gb/++gsymczs+uDgYAQHB+P5559HVFQUUlJSqrWRDMMwTDWRkABcvGh+3aFDwODBQOPG97VJTB1EqwU2bqT+Up6//gJatgTatLnfrWIYhqk1bLI0vfLKKxYFU3maNWuG3r1731OjGIZhmBrC2qSWRgNkZt6/tjB1l9RU4PBhy+sPHLh/bWEYhqkDVLm4rUqlwp07d6DT6YyWN2zY8J4bxTAMw9QQFcWc2tubX67VArGxFNty+zbFtTRvTgkkmIcPtRooKrK8PivrvjWFYRimLlBp0RQTE4MXX3wRR44cMVouCAJEIhG0Wm21NY5hGIapZgIDARcXim0qj78/YG7iS6cjy8KSJaVxUDt3Aq6uwPvvA82ameySnw9cvw6cPUu7tGpFOsvNrVqvhqkp3NyoL5hzzwMeGNe8wkIgPZ3+7+0N2Og0wzAMY0KlRdP48eMhlUqxZcsW+Pj4QCQS1US7GIZhmJqgQQPgjTeAb74hZaPHzQ2YNMm8qklIAJYtKxVMerKygOXLgdmzAWdnw+KcHErOt3Vr6ab//kvj7EmTgPr1q/WKKubuXeDOHUAsBnx8AKXyPjfgAcTFBRg9Gpg/n0RzWdzd67xoEgTg0iVgwwb6VywG2rYFRowAwsJqu3UMwzyIVFo0nTt3DqdPn0aTJk1qoj0MwzBMTdOhA/DFF8DVqxS74u8PNGlCgsoc169bdtWKjaUsa82bGxadP28smPScOQPs3w+MGnXvl2ATGg1w4gRlBbx5k5Y1bgyMG0emL8Y67dsDb78NrFtH908qBSIigGefrfNumVeuAHPmkKVJz5EjwOXLpPGDg2uvbQzDPJhUWjQ1a9YM6XpbN8MwdZ+CAhrwOjvToIdhAHLTCwy0bdvcXOvry6Qp12iAHTssb7prF9Cntw7ueTcoNkomA/z8aqY+1PnzZCnRaEqXXbsGfP45jag5S6B1FAqgRw+gRQsgI4PeH76+tLwOo9EAW7YYCyY92dnAwYMsmhiGqTyVHkHNmzcP7777Lj7//HO0aNHCJKuecxkXDYZhapHMTODkSWDbNqqp0rgxMHAgWQTENiXOZBjCmriSSmkQnZ8PODpCpSL3PEsU5GhQfDoK+PkzEvQA+eu9/DLQsSNQXS7fhYWUMrusYDI0ooBMXqGh1Xe+hxl3d/o8IGRmkkueJU6dAp5+mmr1MgzD2EqlRVOfPn0AwCStOCeCYJg6RG4usHIlsG9f6bLbt4Fjx4Dp02lwyjC2EhwMNG1KPk96iospwr5fP2DFChLiI0fCvnVrhIfLER9v/lCB9XLgun9jqWACKN7oq6+okGp1uX5nZwNxcZbXX7xIwsrBoXrOx9QZJBJALre8Xi6nbRiGYSpDpUXTvrKDMIZh6iaxscaCSY9aDaxeTZHQrq73vVnMA4qbG/Dmm8D69RQYkpdH5qQBAyhF+YkTtN3nn0M0ZQp69uyFPXuMdREASHQqjGh/E/b/njU9R3ExHbu6RJNcToLIktnLyan6UqnFxpIrYHw8xfq0bg2EhLAVq5aoVw/o2ZO6qzn69wfs7O5rkxiGeQiotGjq0aNHTbSDYZjq5Nw5y+uSkij4n0UTUxn0WfdGjACSk0koXbliXCxXpwPWrEHjL1vh/ffdsXo1EBNDq/z8gGdHaNHy3xXmXeYAIDqa0p5Vh9hwdycr2OrV5tcPGFA9ounkSWDevNK6RQoF8McfwFtvAV263PvxmSrRqxd9NeWNja1b1/nEfwzD1FGqFBWelZWFn3/+GVdKXDWaN2+OF198ES4uLtXaOIZhaghBqO0WMA8iUinFN+3bB+zda36b27eB1FRERLijUSPSVFot4OUFuOvygbVZlo/foEH1Wmd69CA3vLPlLFtjxlBK7TVrSOw0a0buh97elTt+aioJpnPnyPomEtFkhI8P8N13QEAAqUXmvtOgAZUQu3iREj9IpWR9Cg8nSxTDMExlqbRoOnXqFPr37w97e3t06NABAPDNN9/gs88+w86dO9GGp3AYpvaJiAD++sv8uoYNaVD3MFNYSK5SFy+SS2Lz5kCjRka1hJh7oCILTUnAiJMTfUrxIAvPb7+Z7iMW06i2OqlfH5gypbTKrkxG8XxXrwIff1xaf2j7dsoK9957QFCQ7ce/fBmIjCw9jiBQFgK9gEpKYtFUi3h706dv39puCcMwDwOVFk1vvfUWhg4dih9//BHSkvTFGo0GEyZMwJQpU3Dw4MFqbyTDMJUkOJgGoPv3Gy+XyYCxYx9u17zcXODPP4F//jG2qHXqRBnaaiK19aNGRAS5oJmzWIaEkACxRO/eVNfp4MHS/RUK4IUXyNpT3bi7U12qkkk+REWRy175gq23bgFr1wLTplnPIqCnqIhEUfnjAIBKRRYsS7WtGIZhmAeOKlmaygomAJBKpXj33XfRrl27am0cwzBVxNmZBqHh4aUpx0NDgUGDjIqQPpRcugT8/bfp8qNHKcnAiBGVO55KRQNqtZoG4OzbQ6L8ySdJmJbFwQF4/vny5iVjPDyAV1+lvpiYSAIlOJgSKNyPOmKnT5sXOgDlok5Ots3alJlJsVkyGfWN8mRnk6WLYRiGeSio9C+Us7MzkpKS0KRchqMbN27AydoPJcMw9xd3d0oT1bUrZSZ7FIrbajTkamWJ7dspQtzNzbbjxcUB69ZRRLlGQ26No0dTgP+jnH7LwYEK3TRrBuzcSVaV8HCgWzcS5xXh6Ej7NmtW4001UFRE4jchAbh7l74/e3vjbTQaEsm2IJHQ8Z54gupBlad3b4ppqglycuiey+UULMZZ+hiGYWqcSo+gRo8ejZdeeglfffUVOnfuDACIjIzEtGnTMGbMmGpvIMMw94ij46NTxVGtpgGxJfLzbXeZSk4GPv+cEhvoSUkBFi6kQerjj99TUx94nJyAxx4jtzeNxjaXttoiM5OSPkRGUuq0mBiaQGjYkCyHetHh4WG7oK5fn7IN2NkB48YBW7bQeVxcyIr27LPWLW5VoaiIrGEbNpBroFJJkwADBz78cYoMoyc9nbwn5HLq9zxpwNwnKi2avvrqK4hEIowbNw6akrSxMpkMr776Kr744otqbyDDMIzN2NlRXIylyqr+/jSotYXLl40FU1nWr6e4Hnf3KjUTAFk0iotJ0IrFVT9ObSMW123BBAC7d5NFDKD4qYAAcg1MSKA+o1TSuqeest2lTiQiS+6XX9J3OXEiHVutpuOFhFT/dRw+DHz7bWksWFYWuUheuwa8++699UeGqevk5lIs5D//0LvZ2Rno04cmKby8art1zCNApUWTXC7HokWLMHfuXMTGxgIAGjVqBAeuqs4wTG0jEtHM+969phYlsZjimWx9V1mrdXXrFlm0qjJIzc6mY+/YgWJ3b6SE9YDWpyHqhbjC1ZVnTKudO3eA//4r/fvQIUoIsmsXFdO9e5dE1NNPU4ryyuDvD3z4IWVpPHKERFOPHhQ7Z6vFylbS0oDffzeffOPyZRJOjz1WvedkmLqCINBzvGZN6bKcHIpfvXGDsmRydlSmhqlygIODgwNcSzJwsWBiGKbOEBYGTJ8OrFhBLkwAWQ+efZasQ7ZizSIll1ctPiw/n370DxzA9T7/w++7PHBmYRE02lg07BOKMa+4oGPH6qm5ypRQWGjssllcTIOvsDDKMOnmRq6WVZ2pvl95rdPSSABa4tKlR0M0qdVUBPngQbIWhoRQLF3jxg+2xZaxzo0bpoln9Jw8Sd4FrVrd3zYxjxyV/tXXaDSYNWsWvv32W+Tl5QEAlEolXn/9dXzyySeQ8a89wzC1iUgEtGtHg6mUFIq38faufKrxTp0oTsUcHTtaT6ttidhYYNs2JA2YiDlLXJGZWliyQkDS4STMz2iC92bI0KlT6S4qFU2o2ts/OqFp1YqDA8UtpaeXLtNqKfV4VBQwcmSdc+0pKKC6uYJAet/JCSTSRSLLhanLJ7V4GNHpqIzCd9/Rcw3Qd7h9O/DWW5T0hnk4SUujB8MSCQksmpgap9Ki6fXXX8fff/+NL7/8Ep1KftmPHj2KmTNnIiMjA8uWLav2RjIM84CSlUUzhMXFNHB1ciLrT1ERBd0HBJBLU03g6npv9ahCQ8k6tXat8XJfX2DUqKqZgy5cAFxdceZOA2SmlktTXVAIXWERNmyQITycQm0uXAA2b6Zb5uwMDB4MtG9ve1gWAxLLQ4aQ5bE8CkWds85cukRd7vJl0gghIdQN24T5QhIWRoV5yyMSVc6K+qBy4wbw00+lgkmPSgUsX04FrDkhxsNJRe/bR2HSgKl1Ki2a1q5di3Xr1mHgwIGGZS1btoS/vz/GjBnDoolhGOLyZWDZMnKhAWhg06oVCZmjR2nmvFs3KrZbFwvO2ttTLaLwcODYMQpCbtWK0mRXdWCm1QLe3jh10Q5Anul6gbKcZ2aSUWrRotKSQmlp9PfAgcD48baHZjGgOLf0dLJI6GsquboCr7xCbl11hJgY4LPPKDGYnuvXgblzgVmzlGjx/PP0R06O8Y6jRlGtq4edpCTL1oa7dynjJYumhxM/P/rcvGm6TqEgwcwwNUylRZNCoUBgYKDJ8qCgIMjregYlhmEqRq2mwcnt21SLxt+/8q5oN27Q4C47m/4uLASuXKEECC+8QMe7dQvYt48yjU2YUDfjEeztgRYt6FMdtGgBnDkDZ6XWdJ2dArBTwM6ODHOrV5uvwbpjB+UaeNhrFFcrbm7U7x5/nPq1TEb9ug4NsAWBPM/yzGhptZpKQTV+NxyKOXOAEyeAs2fJWvv445Qx8lGYaa+ohpa5IsPMw4G7OyVw+fJLig3VIxYDL71UczXRGKYMlRZNkydPxpw5c7BixQooStxqiouL8dlnn2Hy5MnV3kCGYe4jOTkUbLt5M43cAfIFe/lliheQSGw7zqVLpYIJICuN3qVm0yaa4b91i/7eswcYMIBq5jzshIQAvr7o1bgAh3aUyZQnEtEsqkyOrl1JLGVkmD+ETkeJ0lg0VRKZjO5/TaQCrwYKC8kd0xLR0eTt6hUcTFal0aMfvfo0vr40SDY3m6BQ1LnYNKaaadOGTLGnT9MknK8v0LkzWYsf9sLtTJ3Apl42YsQIo793794NPz8/tCoJujt//jxUKhV69+5d/S1kGOb+cfgw8Oefxsuys6mgq6cnuabZQkk5AgOFhaX/z8w0/oErKDA/vf4w4uwMvPQSmlyMx5Cxzti8roD87Ly9AWcnBAQAw4ZZr88LPHpj5UcBqdS6y6W9fbmwjrrYCQSBnvWqZpesiMBAqsujr7lVliFDHo2Jl0edRo3YFY+pNWx6q7mUizoeOXKk0d/+/v7V1yKGYWqHu3fJClQWrZYGQSoVZZLz9bUtuUL5GV87u9L/lx8ZKhSPVoCOhwecenngueb5aP+UBEdOylBQJEHbtmQ98vKi2+XpSXFM5RGLKVt2XUWno8xvGg3l/uCMf7Yhl1Ot3Kgo8+v79rW9LJhaXVq7V6MhrREQUIMefDodzfzv2UNBWB4eZD0OD6/eZ9veHnjuOXoP/fcfvbM8PSn2sGtXtjYwDFOj2PSGWVGSdUgQBNy4cQOenp6wfxT8pxnmUSIvz9gnrLiYYpPu3qUZ5AMHaHZ74EAaDFkjIgJYt640BsHJiVz7tFqKwbh+vXTbbt3INe0Rw7G+I1rXB5q1JpGRk0P6VKulceD48cCCBaaJwoYMoUFwXSQpiTw7Dx+mBIkhIZSjICKCa0/ZQuvWFK924ADg4y2gX3gyvMRpcHaXIqhDAwAVq6bCQtITa9eWhviIxcCgQcAzz9RQ5sWjR4Gvvy49YXw81c559lkqKF2dGTLd3SlNfI8eZKVWKqtWZJphGKaSiATBUtEHU3Q6Hezs7HD58mWEhobWZLuqjZycHLi4uCA7OxvOXC2aYSyTkUFFYW/fJpEUH29c22boUJoOz82lJA8NGlg+lk4HHDoELF1a6pp39y7NQPfrB2zbRsvatQMmTqxTAfn3k4QEYNUqiunXamkivXdvGhO6ulICwm3bKKOeuzvp1dat62bh+9RUYM6c0nrCeqRS6lb3ktk7M5PuQVwcXXvjxmQ5sTXE7kEiOxu4nVAAh0M7ofl9A5yRA6USkAf40LPStq1V17yTJ4HZs82vmzyZrFnVSloa8N575gvvSqXAF1/UbdMowzCPHFXVBpWyZYvFYoSGhiIjI+OBEU0Mw9hIvXpkxvjpJxI6mZml66RSEjj6Yq/R0dZFk1gMdO9OJpHYWLJi+ftTFrOUFBpEeXnRyNfJqUYvq66SkUGhYmXDvwoL6RZrNJQro1UrctnLy6PJ+rps4L940VQwAXQt69bRdVTlq755k1Ktly1PpFAAr74K9OxZCeFUWEhio6yraB3ExQVwyTgG7PjZ2LCUkkKZwz791GKadI2mdD7CHJs3U81mkzFCTg4p+PR0stwEBNieVCE52bxg0jfo+nUWTQzDPBRU2gH4iy++wLRp07Bs2TKEV+SiwzDMg0X37jQ427ChNEOVkxPNcJdN7aXPfGcNkYgGX+VTwdZV37IaQKstNdZ5eBgP8GNjTfNl6Nm3j6xKwcGkV++lRu/94uRJy+tiY+k+lBdNaWlk0MzIIEtaUBBQv37peo0GWL/etJ5rcTEZMf38bBiP37hBdbYOH6Y+2asXVQiubBr9+0V2NvDXX+bXFRYCkZEWRZNKZT4OTs/du+TRZiSabt6km3npUukyT0/gzTdJtVeEuUx2ZSnvX8owDPOAUmnRNG7cOBQUFKBVq1aQy+UmsU2ZZWenGYZ5sNDXs2nXDjh4kEb5YjFw/jy57enh1L4Vcv06xZacOkV/t28PPPFEaeInczUa9RQXV5xBr65hLd5fJitnEdJqEXNdhG8Wio3ug5cX8M47QJMm9PfNmxQuYw61mrqlVdGUlEQpisuK/NhYYO9e8hmsi8IpJ4cmLiwRFUXus2Zc9OzsaE4iIcH8rr6+5YRrcTGwcqWxYAJIeX31FbnhVhRv6OVF5rGyJQb0iER1M8V7air1iZJi0/Dzq5vZCBmGqVNUWjQtXLiwBprBPJQUFpZWcHd2pnSwHA1e91EogJYtKRPWvn2m652dH1x3m7w8KnYjlxubNKqZ2Fhg1iw6lZ5du0hAzZxJFqSKrEd12RXPHF27UpcxR/v2JWFrd+8CFy/ibkIWvv29KW7ediChXqK4bt8GvvkG+PxzsswVF5eWCzOHJa8wA3v2mLeKxsUBx48Dw4fbdG33FTs7esbMFepyc6O0/xYG+GIxZdk7fNi8gWfYsHLZDBMTS1V9ebKySPlXJJoaNADGjAF++IHEXFl6965blmWNBjhyBPj551L3Y6WSal716/doZfFkGKbSVFo0Pf/88zXRDuZhIzERWLGCItx1OhJL3bvTjytbKeo+cjnwf/9HIuPcudLl9eqR286DVg9FpQLOnCG3p4QEGhz16UMjTG/vaj2VINBYvaxg0nP3Lhk5goJoAt7R0bi4vZ6wMAoBq1MUFNDMvIXApLAwyjK9fbvxcg8P4OmnAVlBNg1WDxxA4qD3kXDmLoC7pHwahwKOSgBkZElMpP2cnCwbMQDAamhtZia5slli717KilDXBsqentSutWsNizQNGiIuYiTOJrohLTUEoTsoRsycnmnWDHjjDXr96q2Vel3Qtm25jfPz6Tu1RIWqtITevUnQ/fMPiVRnZzKrdu5ct3LOX71qmpIyL4/6Zb16lMmTYRjGAvdU1KCoqAgqfUrhEjhDHYPMTIpwL5tWWq2mkaRGA7z+evWmoGVqhgYNgHffJZGRlkaDn4CAahcZ94XISOqT+viLoiLgjz+otsw771RryuKsLMuT9wBw4gRlx/P3p8HtokWkR/R4eVESCCcnkNjLz6eBfVWfGQuuXDZz+zYFLO3eTc9xu3aU7jk42GgzJydg7FhavWcPJVns2BFo06ZEYx+7Qrm0AeQVlfnpUauBWynktygWAyAPNYDcyYYOBX791bRZeqOLRXQ66/E2Fa2vTfr0oWCvo0eh9fHDgdCXsXSuBur63kB9B+w4Ql32/fdLXRn1SKUUttWkCQlQqx5oTk60g6W4I1ufdTs7EkitWtGXZ29f9wLxBIH6sKVr3biRUlMqlfe1WQzDPDhUWjTl5+dj+vTp+OOPP5Bhxn1Aa23Wink0iI83FkxliYykUZCFQGamjuHkBLRoUdutuDfS04E1a8wPkC9eBGJiaHRfTYjF1jO6SaW0XiSiTGa+vjQBnp5O4qJxY8DbpRA4dp6Com7fJt+2J56gQamt4unmTbKuHTlCg9jHH6f6Wm5utl9MWhqJzbIxL0lJZKX5+GMTU4+zM91Ks7fz8GHDf13tiwGUuY7sLEBVDNiRT2JZDduvH2nc//4rFZchIZSbxKo1zt2dTCvlTV96OneuuwNkT0+aXBo8GAl3nLBstgPUjRwBeweDsMzMBH78kdw9zRn/fHxsyOTfsCF1wkOHTNd5eFRgyjODo2PdsiyVpaiI3DItkZJCSr+yfUKlooe65HthGObhpdKi6d1338W+ffuwbNkyjB07FkuXLkVycjJ++OEHfPHFFzXRRuZBIzXV8jqNxrzfEsPUFGlpxkksynPhQuVE0927pXFRvr4m0/cuLmSIWbPG/O49e5ZmLxOJKOTDKOxDowH+3Ub+VXpSUsjV9aWXKC18RQO0hARKgFD2WTx1CujShcxYtgqnCxdMkwQAdP3//AO8/TYNGG2hjFdCYOoxtOg4ABePF5LrrrsbkJ4BFBQgrJ0SgTIBUNcHZDK4upKnaI8eJBQUChJLFaYvF4vJze3oUWP/Pg8P8o/s2dO2dtcWTk5Ay5a4tg0otlCQ9to10sZNm1bxHHI5mQdVKrIm6icW/P1JtD1M9dPkcjLjxsebX+/iUjlXzdhYmpA4e5Ye6H79aFKCvW0Y5qGl0qJp8+bNWL16NXr27IkXXngB3bp1Q0hICAICArBmzRo899xzNdFO5kGiopLzdS2GgHm40Zt1LNXxtrVuT0EBpa7esIFGqo6ONJIfOtSkZlW3bmRYSUw0PkRQEOkWq9y4Afz+u+lyQaA4l4gI0zTuZdFqgX//NT95ERlJDbAldkMQzCcC0XP6NIlRa/W6ytKxoyEVnvLsYbw6qBl+VATifIwSuvhEiOwUaN7BAf/rEQ+XGctJIPbrB0ilEIvNZ6+vkJAQMsVs3QrExiK29UiczAjGlTv14P2vPbp1o1isupyfRu+qaAlriTJswseHxG9iIqlSR0eyQFWjy2qdQCIhEX3sGH3h4eF07Wo1CewWLSr+7dJz+TJNSuTmli47fRoYNAgYN67uWtsYhrknKi2aMjMzEVziy+7s7GxIMd61a1e8+uqr1ds65sEkKIj82c1ZlBo1evCSCDAPNr6+5PMWHW1+fevWth1n/35g2bLSv/PzaTAeFwe89x4FkpfQoAHwwQdk3Nm/n5b17EnxPhVmuU5OJlcicxQU0Hpr6uH2bct5ugFyrSsnmnJyyEvx9Gn6u00boEkYoLTmbi0IloWoOcLDKQ4qLg7Q6eC/bTneGzkWiVkuyC5WwFlZhIDU/XDcdoysbT/9RIpGn6O9qoSEAJMm4cxJDb78EshXywGIgCjy3Js4kcbSthrM7jflQseMcHCoJm3j4HAP5qoHiObNgRdfJHH411/kvgrQ8/TCCyScKrqhBQXAb78ZCyY9W7eSu2NERLU3nWGY2qfSPxPBwcGIj49Hw4YN0aRJE/zxxx/o0KEDNm/eDNe6FvjJ1A4NGgBTplDu4LLTpN7ewGuvsfsCY5bCQtIDKhWNW6ot34RcTgOlVauoxk1Zhg+3PirVc/s2VVk1x9WrpDjKiCagNInBgAGlzbCJyggRc2i1NHtuiYICo+QQmZmkT8qGtWzeDPTqJcLkzj0gN+eeB1Baek9P6HSkgy5fpmRrwcGUhMDEAOXlReJy61aqAVZUBAeZGk3/nEPvhPJZCtRquq/3KpoAZGZL8OMqCfLL3RadDvjlF9JmdbGcEECXHxZmXvMPHlwHsyzWZeztgQ4dqEbX3bsklhwcaPl//9FDOn68dffXlBTT90hZTp5k0cQwDymVFk0vvPACzp8/jx49euC9997DkCFDsGTJEqjVanzzzTc10UbmQaRtW+CLL2jQk55OI8jQUE43/iAhCKRicnNpUOHnV2PT8TExwOrVFEKj05FoGjmSMhlX2dMlJ4fSpW/bRv9v2JBEu96c0rcvzTzb4i6anl5a10WPVEqNKyqiQdRjj5nd1WaxpKdBAwrcMed3ZW9fsanKw4NG2RcumF/fpYuRQDl50nwegH37gDFdmsDHw6N0Rt7Fha7Z2RkYMQKCXIHDh4BvvzVubtnMbhkZNOC/eBFwcPBB6w4vInjgCDigRCVbc4kyl4+9CiQnmy8mLJVSN79+ve6KJnd3yvK/fj15lhUX0y0bOpQsZCKNmuJ0oqNJEIeEkNLiSUzzXL9OMW4eHqbrduygzIXWvCG0WutZF+/ZX5JhmLpKpUdAb731luH/ffr0wdWrV3H69GmEhISgZcuW1do45gHH35+nQR9UMjKALVvIfykvjwbxnTtTsRdbY1hsJDkZmDuX8jXo0WcGk0opTKDS5OdTJoatW0uXJSWRQnj3Xaq2Wpk03FJpaVyUnR1udxqG66LGSL4tRT13AaENlag2p9OGDYFRo8zn2X7mmYqfKXt74KmnyAJWJvlCURFQ7OaNPK82KLxOk+xqteXkckO6ZCJ3xZ+o37otJJ6elC48J4cmRMaPB5o1Q2ICsGSJ6ThR//29/jqwdCk1Rc8ff4jw9NNuGDnSDY5areViVUC1WJkAo9sAAGjYQIMhrZLgmZcAqFTwkjQECgLrbLylvz8Z72/epO/R2blEOxcXA/9tIytq2VTaERHApEkPZnmAmqZ8oGFZCgrIrdyaaPL0pC/kxg3z69u0uafmlUelIkO3INCpH7Si1wzzMHHP08YBAQEIqHR0LsMwlSYjo7Rmj7lZ0upCo6FkB//9V7qsuJhMD+np5Npia8C0DVy6ZCyYyvLnn6RvPD0redC4OGPBpKe4mExajRtXbibez4+sN3FxiOk3CfN/ckVKggqABhABTh198bYrxSzdM1Ip+V01aEAJHdLSyEI7dCgNhq3lM9fTqhXw0UfAn39CuBqNu3kypDbqhJtthuKnr/1Qrx5lIO/ShQZl3drkoZ33TUjURbgrcsfhBH+0051AwdYD0CaKoevSGelvfQmxSIf6ccchSk0FWrVCTAy5VZojPx/YtMlYMOnZsIFqLLVr6wc8+aT5VIOtW1N8ZDVQv36pNgsLVmGs106ov14NqbszBAFw2psBDO1JmeTqaAIEqbRclkWArEsrVphaPs6do+f3xRfvrUbXw0g5N1ojJJKKVYmbG/Dss8BXX5kWBm7WjN4T1cTVqxR6pa8RHx5OhaLDw/lrZZjawGbRtHfvXkyePBnHjh0zKWCbnZ2Nzp074/vvv0c3rqjNMNVLdjbFgGzaRMLJzY1q9vTqVTMDvMREYNcu8+suXiRXoGr02b982fK6tDSa+K20aLLkmgbQ9aWkVE40OToCL7yA3P8O4PsN9ZCSUKIURAAa+CFX44AFC4B580hf3TMODqRo2rSh2W993IWtiMUkOpo0QWZ0OvYelCDyuheCbudhao9TUESdBQ6IIG3QHa/31UL9wwoUnr0KCAKULo54fdxAKBQSKKYMw7WQXti8U4FL/+RBoi5Ep64DMTAwH4H5+cjJsew7GRpKRW4tsW8f0K6diPqykxPw998UFKVUUt8eOrTaxLmfHzBiBMXvj2x6BU4nz8HthR4QR1+BVCaCfdv+QOotytoxYkS1nPO+cOiQZVexvXvJTPugpA1PSaFJDaWyZieFmjaljJnmkq20bm2bd0THjsCHH5KiiY8vrYPWt691UVYJYmOBTz81zpZ/9iwJqZkzKyjszDBMjWCzaFq4cCFefvllE8EEAC4uLnjllVfwzTffsGhimOpEo6Ef5n/+KV2WlgasXEmDjAkTbE+ZbSuZmab+TGW5ebNaRZM13SeXVzEddEVFtquSbKFZMyTlNcS19bmAaw41zt2dBnliCXJyaKBTLaJJj739vfnj2Nvjz+P+2LILGNE9HW1OL0fxvqMwfLvuhWhw8iCizxYAAgW/a7Pzofz7V7g83RdX3TpjzkuJKMjXAfU8AFc3bP37Ds5ccMXH7SVWk/g5OFA3svT9ZWSU5KNwciLh1LEjxc9ZqH91L4hEwMCBdNhGUXFQ3LoIrN0PuZxOJ94Csu55eFDDqmngW+NYqz+Wm2v9Oa4r3LlDPqK7dtEMSf36ZH3s0aNmkgYFBQFvvAEsXmxsJg0MBJ5/3rb3qUxGJvDmzSmhhExG7a4mBIG8YcsKJj2FhWREbNy47mZ8ZJiHFZtLWJ8/fx4D9GmgzNCvXz+c1gdYMwxTPSQmGrvJlWX3buv++VWlokGDUlmtp2vf3nKyqo4dqyhCWrSwvM7Hp8oJSQpEStq/cRgQGAQ4uwDiUnc5c4Oc2kQQyFPRxQWIKDqG4n2lqcglTg6Qq/LgcOE4QgI0cCgxGjk6CHDIuwPt6fPYdMIHBTkaQKujwe3t24CrG1Iz5Th1QY5GjciiZA69R6Ml2rQpp4v0RWcbNKgR3yMnJ6BrJy08smOhPLkfSiV1dYm+723ZQkFelvwN6yLWzA0+PjZUAK5l8vIofeGGDaUlKu7cAZYvBzZurHjyoyqIREDXrmQWfv11csn88EPgk0/M+D9WgIMD9ddqFEwAuZFaG05dumSal4ZhmJrHZtF0+/ZtyKxM+UqlUqRZCkxgGKZqpKZani3WaoFbt6r/nP7+lgOhHR1tS9FdCUJCqERKeeEUEEB5D6o0m9qokfkqshIJDZKqaElwc7PengprMN1nRCIaB7YJzYV09zajdbL6bpDcSIBIVQzXzDiEherQrDnQ2L8Qipw0ZPhHwCTbeHY2mWbq18fhSDGUSuCtt+hW638elEqKu+jShfJZmBPEzs4klmsMrZbU4vbtwB9/UMGszEwgLw/iyMOQSEgsmUizw4crnjRQqchH6u+/yd/v1CmyNtQGHTpYnsR46qk6G59lIDEROHLE/LotWywnW7hXRCIS6P36USd97LGadQm0geJi8ipesgRYt45yrljKjyKXs5WJYWoDmx+7Bg0a4NKlSwixkJf1woUL8HlQfKcZ5kGhIt+0SueztgFXV+DVV2kmtmyBYoUCmDy52jMiKhQUeqHPkp2dTWEHYWH3MIHr7Eyui82aUcrx/HwaJA0bZt0KVQENG1Jd2H37TNc1alRteQuqle7dgaObi6HNKTBars0tgMzLl0SNSgWZSAuZoxjIUgGCDmKxCBKFlISmfsZfIqGP0gmurjT29PcH3n6bvDYLC+nW+/nRunbtKF322rVkpBKL6bsdO7YG75VGQ75Ny5YZp/Vr0oQq2cpk1BBzsUAKhfVnqqiIEoysXm1sBWnZkp6N+/0bGBxMta9++glISKBlzs6kWjt1ur9tqQpJSZZdZQsLyepUWevPA4g+i+Uvv1C3VCrpNbV3L00qlfdSrKlw1rpCbi69T9Rq0rJ1bTKKeXSxWTQNGjQIM2bMwIABA2BXbiausLAQn3zyCQYPHlztDWSYRxp/fxIxZcWLHkfHmkvpHh4OfP45ZWmIj6fUxS1akDKoAdcpuZwG002bVuNBPTwomUCPHjR4dna+5/gvuRz4v/+jWd4DB8joIBZTsrqXXrLRgJWaSoPFoiLKcBEYWKN5hMPCgMIcF8guN4bqVjoA+grdcBeyxl3oopTK0qnrkux89eVZ6NROg+3RjqUCQyyGi7cdOvfXQmEnwjffSODjA7Rro0WoeyakjjpSuiV9RKGg+PiWLSkUTyolb6Z7zeyt0ZARIi2Nmu/vX+bex8VRnvPyBX6vXgVOnKDGpKSQlUNvxZVISPB07Gjd/TQ6muIJBaFUfOlNBP/9R53gfqc1a9WKMgYkJ5eOMqu5LECNUdHzWBOTQnWQ+HjqVvrHLC+PLr19e0qE2KRJ6fxZSAjQs2ctNfQ+cPEiicfr1+lvV1cymvbtW2crAjCPEDaLpo8++gh///03GjdujMmTJyOsxFn96tWrWLp0KbRaLT788MMaayjDPJL4+NDs+MKFxm56Uinw8ss1WwfrYamzVTYDW2EhDXwPH6aA/1atKLjGWl2WctSvTzVyBw8mq5iDA+1upHvu3qVRvUpFg9iGDWmAfeoUBaDrAxLEYvJjGz++2uMi9EilQNvHZCgUP4Gi5JPQFalhZ0ftlZw7S/5127eXDvbt7IC2bSEO8McgcTzOBnjgdpIagAAHRzG6D3DEj98Vwl2aA7lEB7i44O+7dzDpxSL0urEakpAgyrpQxkLg4WHG+0lfPDkri87p52eTqM3OJs+4//4rNSR5ewP/+x+VkMK5c6aCSc+mTXS9Z8/SF1dURO1QKGh0NmCA5QA7ADh0COqARkhs/gTistyg1QCBnvkIjNsL+337yGRahWlxQaCmyOW2ZZQ3wcWlWssA3Df0Ewbm4si8vKo5q0rd5do14zJbACVM7dyZLMV37lDf6N6d5q4e1hrx8fHAF1+Qa6KerCwypDo4kHBimNpEJAi2p5FKTEzEq6++ih07dkC/m0gkQv/+/bF06VIE1UHflJycHLi4uCA7O9ts5j+GqfPodPSrevgwpWdr2JB+PcPC6pZje3ExzfJfukQjwKZNyTLl5lbbLSOKiigL4bp1UIc2Q76LD+wK78Luzg3gnXdoOrc6OHeOAtn18Rj29mTxateOgs0LCkz3GTKERHBNWil0OhJtq1eXJhBp1Ihq+Tg4kJjMySGXL6USmD8fyM/HjZ5jcSLFH5HHJQgf5I+de2W4G5sJeWYqjfQkUsDdHXZFWfhy2h0EbVtGKubjjy2L7uxscnPbsoXOKZFQRsbnn6/Qb++ff2gmujwODmQcbbRtCbBjBy0Ui6EObYYCZ2/YF2ZAfu0yjcoyMqh4cFJS6X0YO9ZMdgpjCpetxH+pbbB2RTHUxfQbKJYA/YbY4dmAw3B77glYTSlYDo0GuHKFcrroDbr9+pGht7qTYtZJtFrKS79smbFqsLcHpk2r4cC3usOGDfRYmkOhAD77rFrLP9VZrN0HX18qgv4wuyUy94+qaoNKjbgCAgKwdetW3L17F9evX4cgCAgNDYVbXRkUMczDiFhMA/rqGtTXBIWFwObNVKS0bKxIy5aUocrbu/bapic2FuojJ3Fp0AfYus8eiYcFuHuI8URfFVofPA1lw4b37v8RH0+xYHl5pcsKCymuqrDQvGACaOA4cGDlLXuCQOIsNZX6iZ+f5XstFlPigLCw0lTV3t6lARPl41XnzAGiouAfFwf/DsCQzg64kifHP6fzIddqAQhAUTGgzgM8PVFUKCA2zwtBMhm158QJ89cjCCSY1q4tXabVUrqw1FRg1iyLU+m3b5OxyBwFBcCZM0Cj5s2BHTugbhCIi+FjsG2fHZJuAB7eUgwaMAIRCnc4PhZKz9Pt2ySSyt4HK1z264dVM28aLdNpge0bixA4rReeqKS1JzKSjMh6vRAfDxw7RobHIUOqmG7fBu7eJd1cUEBzGjXsIWoZiYQCdPz86GYkJ1Mu7fbtTfvjQ4y1S1UoyBP7UcBazb5bt2iuhUUTU5tUaZrazc0N7R+RGSCGYWzg6lWauS/PhQskGMaPr/0S9lev4mDgOCyerYZWQ4UtU+KByyeBp8e1xOjUTCiCqyaa9NrlzkU5ZF0noUF+NDzO7y31M3FyohF9cTGNgspTVERC6/hxcupXKKjQZnCwZSFXUFCaHU6fZsvdnSxHXbpYtkKWuHJptRRsXZCggqOkGH6exRB71iv9nsq6Z8bEQP7221D3fQ/QlozkdbrS0X5JEEZ+voZG+mo1DYKHDDGNS0lOJoFtjuRksqpaEE35+WQkskRMDIBuTYEGDbDfazSWvJsPnZYE7K3LUlxICsUzLvXw9NOA3NW1UgWOtVpgx3E3QJpq6ksFYMspL3SZ4Apbj5iSAvz8s+mhBIGS8rVqRQaw6ubqVfIQ1RvZ9Fr6xRdrqQ6uTEYJWx7haq3BweRaai7N+FNPPTghaveKtSLmTk7mX50Mcz+pQ749DMM8sOzfb3md3opSy9amFEUAVq0UoNWYeiT/83sROj6tRFgVsqnn55Ph5K+/gPzzhUCmHN4B7fDy+JZof3IZROlplA4qNJRc4Mr+8qtUZIEaNgz4/nsSDHqx88cfwPDhlAktJ4ec+xUKGkHZ2wMnTwIrVhg3JjOTTBf16pGPlwVu3wb++lOH/RuzUBiXAgeJCo8PUmD4wCTUb+ljfvQsEsFDchf2jt4ozNcBEFHObgEl2ei0CPBRAWdL4lOkUvNCOSuL7oclYmMpRaEZ7Oxo8GRpd19fAAoFbo2YhNVTiqHTFpS2paT//bleiw4dJBbrS1lCrQZu59iTWeDGjVKhKpMBvj7IFlxQWGi7Drt1y3KmcrWakuFVt2hKTQW+/JISaOjR6ci6pVBQzddHJPdCncLFhRKWbt1Kr8vcXHoER46kJIi1Pd90v+jWDdi503xiy169aknUM0wZWDQxTA2jjzWvFfeXypKRQVPq7u6Vi5e6c8fyuvx8y7Wm7iMp8kDcvRNndp1GLENcij2qEjZw5bwKyrSbeLlbMe40EWHPf3KkJhbjq6/EmDN9LMK2fEOip0EDGvHrRwS5ueSP5eVFfif//kv3PDCQ1EFxMaXUUiqB9etJXMlkFPszZozloscaDeUqbt7c7GgrP58sHEe3ZFIMmgAUANjyuxq5d+0x6fpW2D/zpHEqQF9foEkT+F/ZiSdGTMCfvxaRUJLJgGIVoFQiIjgbQXeOl6aQ7tPHvH+ZQmE55TdgNQbOx4cO+88/puukUkp+h+vXcStGiyytG9DYo7Q9eXlAago0bq5ISHCqtGhSKEgvxcc7k4tjURFdQ0nRHB9PNZxEhQBsK/5cUd1WM8aseyYmxlgwlSUyEnjyyUfKK65O4eVF9eoGDqRH38np0XNFCwsjp4RVq4yfj/BwSrzzqIhHpu7Coolhaohbt8jb6sAB+rtbN6qhWCddLW7coGj0w4dptNa6Nf162xp93LIlTCuhluDrWycyewlKJeDoAOSbiSvybQBBVnnfj6JriXD+4TcIe09BUGngXs8Jzfr3xa47ETiwW40jV90Q5u1NU/x2dsCHH1I67JQUsqhotZTDfNOm0nin5GRKNXfrFo0S9DWB4uMpCciZMxSQ0qEDZREwR2wsjbzMZBNITASOH1LRecoZ3Q7tKsTgTsFoEh1Nqbv0ODoC48ZB8vnneLLJPij/1xP//qNDZooCDsHe6NlHjScDrsFld0kBq/BwEnfm8POj/nLunOk6mYzEngVEIuCJJ0qfLT329sArr5AxD7vSIWhcgKxs8wdRayyWBrKGSETp0/fvB9SQkpjVaoC7WUBqKp58QgvlZz9RJoeuXQE3N6Sn01d04gSF73TqRKFULi70HnB0NF/AVCyuVEJHm0lJsbxOozHOWsbUDnUh/LO2UChIHDVrBkRF0bPRpEndyifEPNqwaGKYGiA5mTL96JOUATSO3bMHeP/9ms3kLQg0OFKpKLa9wtnK5GRKO3azTID7nj00Kv3kE9sSUHToQJaSsgkQ9Dz9dJ0QTT6BdnBp2wjZV1OBjEwSIvb2gI8PxPXcEFxZ17w7dyB8+SWydyQZBuHqjBxg5Tr0HafDtcB2uBorhdDEHSJfX8qX6+1No+GzZ2k07ehIn/j40uNKJOSmV68eBZ54edHn7l1aFxREIkyfKrtsAVc93t4W/azu3AF0RSpK4lAOnRZIL1QC508ZiyaAhNCcOXA5fhwjE/5D1486I9e/Geyc5fBNPgnx9iMksvv0gaZFBBJz6yM1hprs50ciQSQC3fMXXqCEGbdulR5fJqNc7hUUM/XyooK5CQl0exwc6Jbos7rDzQ0+omQ4uwchJ7OcuUYESO2kVk9xN02D+Dgdbt2RwsVVjKCg0szXTZsCU6ZQ9r6MDAFCZhZkEi1Gv+ONMPsjZKldvhxITETqsFew6DuZYS7B25s07J499NWFhlLCxF9/NY3TGjCgZmq6WstqL5FYL1FVE6jVZP06fpwsYE2aUCxXJRIQMg8ZMhm9Rh6FbIHMg0elRdPcuXPh5eWFF1980Wj5L7/8grS0NEyfPr3aGscwDyqRkcaCSc+NG8ChQ8Czz9bMeVNTKYvz3r2lfvFPPUV5ASxmYDpxwlgw6cnLo4OFhFh21cvJoY+zM6WYXr68tCqhuzswalSJz9R9JCOjtHhsvXo0AlMo4OsLjJ1gj++WBkLn7Q3oBEAmBWRyDBtehUFqdDTESUmQycp6H4oAuRza7bvQ9/nuSCl0hej/SiLs9dnZvL2BwkIUp2biZkBTyB3c4dmhG+yO7KPpfo2GRpNiMR24SRNKqAFQzJK3NymF3FwKoNFnwjM0QUTWDgv1huztS7bRxyOVw06mtexL2qgRfbRaeEkkMKRraN4X6NkDEImQUyjDxo2kofV6ztmZEg306FHSlYKDgdmzKStBbCz1lebNSf3Y4Bbq5ET1alq0KF0mCPS1Z4lbwclHgmdec8NPc9Oh05a5SKUThj5jb35QrlIh6WIWFn2eh2snciAoFICXN1wbOuPNtyVo356EhT7bf8wVDZKuynD3lgZ7VyfjgCwAo0dOw2M3NsDu7FkcdCzGpUvknqgPMZs7l7plcDAZE+VyEk5Hj5J4cHWlmfbOnWvGnTc01HKt7Nata8a6ZQm1muJXli8v9dQ8dIiE3TvvVHOha4ZhmGqg0qLphx9+wNqyqWJLaN68OZ555hkWTcwjT25uqUueOQ4coBqYlUjcVTEaDbJi0rB0gQjnDueTQnJ2RkqKAxYvJjeH4cPN7KdS0UjFEmfP0hRw+QjcggJKRPDnn2TWcnYG+vcHpk4lsaVWUyqk++1rcv58qfsbQAPwbt2oBo+nJ3r1AurVE2HzZnvcuEEuH4MHU+aqStfFiYmBQgF41geSy2lOTVY+PF2K0fgJTyDMNCVUgm9n/JoQijNriyCRiTBj0nPwPH8D9cXpkBbmlTrvu7mRkNBnmyubsS4oiMwuGzeWjjo1Gooev3GDxGxYmEmx1YAAwM3HDneTlECusWXQs4EcDYvOAz3aWr92cxVYSyxbx/ZRvZWy5OQAS5bQgNggdPQWtB49rJ/LBjIz6RZt2wbk59tDXNAEAzrcxVvfBmHXb7dxK1EN9wAlBk/0RbtuUtMsXIKA4mNnsXKBHFf25kOtFUOtLgSSs6HO8ccXc33wzQKxkdha+1MBbuyKNjrMN/OAN6eNQusGZ7F7azH08U1t21K3LKKkjbhzh3SiSkXharNm0Qy7g0PNGmUbNCBBsnAhkJ5eurx5cxK1NVobSqOhfllQACiVSCjyx08/iQ1dt13zAjwenACH23EQ7ZRCpQuGvHFQzeVdvweys8k4nJRE1rlGjUhwcswNwzzcVFo0paamwsdMChNPT0+kWHOYZphHBJ3OepC3Vms5Br7KJzx4EHHRjji3qeRXOyODBENICODsjD//JA86k3gqkcj8AFiPWGx+JLB7N/Djj6V/p6VRnuS4OGDyZDIFlCM1lQwmx4+TV1n37jSbXG2DxKQkSg1WNjBDowH27aORzYQJkMvFaNeOBu55eTSbX+XSTCWq18MDKCyggbsekUyMoCYKeJvxbLx9G/jyJzfcOJoKqAVo1AJWb/fE/416A9LD61E/vcSZPySE/NAWLSrdWSym71UqJdOAvz8FyiUmlubjPnOmtLCuhwfw3ntGvi7e3sDrUyT4aqY/Cs7FGESY0lWCSRNVqO8krXLatuxs0nDm0OenCA+v3sGlIJBg+vPP0mU6BydsPaPAldRCfDDTHVJo4eDrCof6Fr7spCQknU3HyQMuyC8Ql1inyEJVcO0m8iUuuHBGgQBlDlBYiKhLnrhxw/QiBAFY/4cIwW83R1EhyJpXsrxspjz9O0AsJvFy5w7VPq4qN2+SgTctjTRySIjFrO1o1arUdTg3l+Y2AgNr2IM2JQX4/XfgyBEyP3p44Eq7WdAUeAFyBQY8dhfdEtegaNUuaHU65AAo/k8K+YQxlLa+DmXRuXUL+O47mp/R4+BAnqXdulk08DIM8xBQadHk7++PyMhIBJWr2h4ZGQnfcjOaDPMo4uJCHml//21+fceO1RzUmpgIrF2La/VeA1AmhkOjoXVNwpCTI0d6uhnRJJNRdPvVq5YbWz4QIjmZ0mGb48gRitRv2dJosV7PlHVZPHSI0si+8EI13Y+oKMuR7Hv2UKBIif+RQlENNT/CwwGpFApoEBgI1PeiSXSJGHDs0hKKx/wgMXOOa9eAG7cVJEzi44GiIly7qMbXqQ0xcMQneLp/NuRRF2igKZGQANVnJ3R3J6veq6+Sj5dUSsrT0RH44ANSLWVJTweWLSNXuDLFW9u3B+YudsLlk01wMyoH/i7ZCA/IQ2CwDAgdVmUlmZdnbMEoT2IiGSGrM631jRuUqtkEuRzx6XLE5rugS5cKDhIbi/wcLQqLxMbufBAAlRriogJcvyoB9nwCFBfjvPgtIFsJeNUHbhtnjkxJKIYgkSAswh7HztMgunzYmYuLsRfivSSXPHsW+Ppr46/e25ssSmHBarrp16+X+gUGBcHb26nKRuDcXJobiY6m7zEsjIyeFq1UubnUB8+eLV2m1SIvIR24qYZzy0B0xhEUbdphtJuuWEMBX4GBNONjhqIiim1LTqZXWcOGNI9gbR7oXtBoSJyXFUwAPffffksG+caNa+bcDMPUPpUWTS+//DKmTJkCtVqNxx9/HACwZ88evPvuu5g6dWqljjV37lz8/fffuHr1Kuzt7dG5c2fMmzcPYWVmRYuKijB16lSsW7cOxcXF6N+/P7777jt4WZpGY5g6QM+elGWrrPUBIHHQu3c1u3HExQF5eXDwM7OusBAoLAJkcsteLm3aUNxMeeFUrx75EZafOr1zx3RwXpaYGCPRJAjkNqUXTEVF1CxBoJCpdu3I6mQz+rgfhcL4RpoLItNTUGA+ScW9EBxMKdt++AFSaODsBDg7gab4X30ecDQ/Ox4TU/IfJye674WFgEaDbLkM6046oM0YKZq2V9Ao7Px5CkoTiciKFB5O35deMOmJjbX8ncTGkmotV7cpOBgIDnYA4ADo6lfLFLmDA+m65GTz6/38qt/bKiurNPGgOeLjUbFoKiyEUlwIiUwMFOnNxEKZmC8BdihEfq4WjvHRcGpVDKTkkQWzXJCQVC6CqJ47hjxth7NXSTA5O5dmWZdKAU8PgZSSSASZg9xqggZrpKSQq135rz41Fdi2sRiNQrdD+tsqUqp6OncGJkwwX0k0J6e0wWZmFdLTKV394cOly8RiCl0cPtyC1k5IMBZMAJCdjdAOaiAjE4+FOEGybQvKtBBSaRlhvWMH9flysW5375LxaufOUsu+PseIpWz390pysmVvZlWRDuePFaGxNJXun4dH9TeAYZhapdKiadq0acjIyMBrr70GVcn0mJ2dHaZPn47333+/Usc6cOAAJk2ahPbt20Oj0eCDDz5Av379EBUVBceSqPW33noL//33HzZs2AAXFxdMnjwZI0aMQGRkZGWbzjD3jaAgSjy3Ywe5owkCTZYOGIDKZ2mriPx8ID8fTbyzIJU5QaMuF92v0yEoyEqqcy8vikU6dYrc7rRayo3cubP57AhyOXI69MZdt2DIVAXwuX4IohtJpevLDbZu36aBhiCQiExKKh3DicXA2rXkaWbGo8+YvDzg4kUaJd29SxaWHj1oqlskMondMUKhuAc/PAtIpaSAg4IofXZmJrWlSZPStqSkkClEpSKLXUAAXF3L3B+53Mjsove+Q9MI4IsvSAgWFtIALCjIsptSRbmi9cE0lqgmnyI3N2DoUDIsmDtFtU8YgCwc1so+NfPPAU5cpVmMnBx6EPWujWUa7nftX/Qc+D9s/aNEgekfI7EY9fzsodBkQ9AKQHQ0OjydjY1woD4Z0giQyyiVvZ0CbQZ7oUF7BaQOYrz/PvXvpCRKnnjiBBDomQdZ6h1qi0iEPuO9EGAnAlD5icCEBMDPS4V2IQXIKLDHxWsKvRZDR9eryFv0C3RaHXJzyQLq4gI4HDoCSUCAcTaajAzKRkFBYWQFHTLEYE3Vc/CgsWAC6L6vW0dJJswahMonKinZqVHuOTSN6AR3RR40Gcb919unjOUqLY2en3Ki6fBham5ZCgupRrSvL7kh3hMqFX0cHQ2dtqjIwqNUWADcuoWUQwXA0WX0gnvqKZoNqu73zv3gzh2672Ix/XCUsVIzzKNMpUWTSCTCvHnzMGPGDFy5cgX29vYIDQ2Fogq+Ltu3bzf6e+XKlahfvz5Onz6N7t27Izs7Gz///DPWrl1rsGqtWLECTZs2xbFjx/DYY49V+pzM/Uejod9NQaBx46NScT44GPjf/yguH6Bxb434u5dEpwdd2ozxr7yAX74rKh1ASiRQ1pNjwoQKYha8vSkjQp8+JJospNorLgZO3gnFhiMSJF3MhYOTBN0fb4bBA+PRYOcKGlyU80/RaGjskZ9Ps/5lB7c6HWmKc+coHsAihYXkF/PXX6XL9Dncp0+nSPvwcBqgmDM7dOtWmjfaFpKSgNOnKT7I1ZXEWYkbXE5OaXI+NzcZGgaHQVY+P64gkFpetqzU3CiVAo8/jvCeL0MqtTNbvLRlyzLNrF/feo7osli7Nrn8vhY56dKFtOKWLaU5KxwcyALQrFn1n8/fn756fYLBsvRql4smp9cA+8r4750/T1aWDz8sjd3y94eiZRhGpJ+F+snW2L+1EOpiUk1h/RuizwhAfCkJyqunAAAhp9dh9PjXsH5lEaVuDwwEdAI8vUQYM1EEeUnq7rZtSUffuUP34vDOfOz+/jpy01Vw9ZRi0FAJ+jtsgmzuBXKvNDezcfMmuZ4mJxuKDCMgACguRqOsi3gmbgt0N25B7OWBwX2ewLaUCNzOdYT98f3IydIhNbX0ULdS6BA+23ZA0qcPPa+xsWRlFgQyEyYllcbGvfOOwUyXmWkqUsqycydZjU3ecRZEg/uxrXhzqBcuunSFItAHmswcyBWAjzcZufXJHbWBjSDI7FHWcKRP/GEOnY5eC1UWTZmZZBnbvp3eJRER5DoQGgqlkvSD0RxFcTFwPRYoLESjhhIgKovE9NKl1JhBgyp3/uJimixJSSFzmZ8fdfL7kWWiuJhmuNauLa2CHBxMD6+lumsM8whR5TpNSqUS7du3r862ILvEx8C9pLDM6dOnoVar0adPH8M2TZo0QcOGDXH06FGzoqm4uBjFZRzIc7haX60SEwP88w+NP3U6CsAfOdJq/cqHCpHI9nFvlQkMBFq3huzsWQyQ/IbgmU/i8DlH3E6XonkXV7QdbIfgEBuPVUH6rMhIYNEiOXR53oAuHzmZGmz5U4Po6AB8MGAYPAKdTKxT9epRYHp0tHlrQOvWVNu1aVMrHi3x8eaDxAoLgRUr6ASBgcDbbwOLFxv7K7VtS/5DNqSyBkBBR599ZuxbuX8/MGIEbnYZha+XORqyqsvlNJ565ply3k7Xr1OgSdlpaY0G2LkTwQ2D8L//Dcb338NIOHl7A+PHW495V6upT5lcSlAQidVr10x3evzx+1r4xsWFkhV2705B81Ipnd5Qp6masbcHXnrJtOyTvT0w7rFo2C/eakjIYCAtjVL8TZ1KA1NfX4jatIZfWj6ezT+E/h83R47EFQr/+kjOVODA8qt4f1C0IcGGfdQZjPD8Ey1mDUTkHRmypCK0aiVCq1am+lWpLKl/pFYjVL4W/V9yQZHCBQ5FmfC5she4WKJqzpwpFU0JCSSUoqPpS3d0pMFsRgaJ+I8/Bm7ehGLe9yi8UvJQJaQAxy9i6EvP4lDwSAg7bkFXPqW8ANxKBpyDRHC+fh1YsQJZ9UMR79gCSWl2UDZsg5AJI9Fw02KI0u5QcpdmzQA3NxQVUXiSJdLTqakm86eBgebznOt0aHBuK7y/6AmV15PQfT4PUhmgkJNYys0DMnJkuFu/N/6cKcKAASSEnJ1Jy5RNrFGe5GR6tmx95A1kZVEO9LKeLElJlMHkww/RIDwcgwaRZc1AXh5QWAjnelK0cE82dgPesIHeP7aGE2RnU7zo1q2lLwdHR+rgPXvWfCbB06fp/Vn2RR0XR5lDPv20pHo0wzy62PRKGTFiBFauXAlnZ2eMGDHC6rZ/W4p+rwCdTocpU6agS5cuCC/xvU9NTYVcLodrudzMXl5eSC07fVaGuXPnYtasWVVqA3MPpKbSy/XuXfqBCApCfE49zJ5t/Ft58iRw+TIwcybX4ag2XFwoMcA//0Bx4ABaxM1Fi+bNgZF9gPZ+gEsVzFs5OfR9XrpEUdUtWiDdvTF+/11Ov6euLjSFfjcTyM1DzC05opuNgEcvuYkp0d6ePFXMZVXz9qZx4s6dZImyKJouXoShgmx5EhNptKzPwOHvT4POggI6QUCADb5/JRQVAWvWmAajASha+zduow1iY0unsFUqartcTmEihgD0M2csusRJN6xD7/kdEfiFJy5coFM1bkwGBDOJSQHQWP3kSRrLKRTk5taqVZn75e5OVVdXryY3S42GbnyfPsCIEVUYPd4bcjmNr0ID1dSPjl+iEXeTJiRwKxvvoVLRiNzBwazy0pd9unaNTlevHt2fen8etizUTp6k2fyGDemL69wZjteuwaF+CFKitbgaJUdUpBitW6sw/f9S0XDhp7SfWAwolXC4ehatYi+h1ddfA0Fm4oPKk5YG0b69aGAptu7AAfLfPX+eBHdmJhVALioipfC//1FV3WvXaBC/fz/s7XSo5wFoVDqo1GIUFgKq3zagxSftII9ohsLYKPPnerwXsGQJbjw1BZHJgbibqkJqQgYur0yHxM8br70+Dd1OLYD45k16t7u5wdmZBGF0tPlDhoVZ8CLw9QVef52uqawV2MUFeP11SNxdYd+lLTDlZcq/npOD7CwgscADmnEv4udDTXHjFlkSBw8mQa5U0iSFPklkecqH/NlMdLSxYNKTl0cBVDNmYNAgOxQUkOt1cTGA3Fw0DLPD//4vHw0PrDPeLz299DfRFg4dogJnZcnPJ6uVt7dxYbLqJi+PLPnmZrYKCui+sGhiHnFseq24uLhAVPLL41JDeUknTZqES5cu4XB5h+lK8v777+Ptt982/J2TkwP/sr7rTPVz4QLwzTfGZe3btsVBn3eRlWXqmlFQAPz3H71/7/NY7uHFx4cGVUOG0CDLyanqNZIyMoCffjIOXhCJkDFhPlJvBgNSGQBR6RS6IAAiES4kAl0sWElatQLmzKEs5efP0+Cqa1eaPN29m8b8FovvAsaB7OYoa7Lx9bUe32SNW7dMU2OVkJ8PSE6fgLd3K5SvrrBnD5WpMhjZ4uMtnyM7G9KCHISFeRpVvdfPnjs5GT8XCQk0yVs2NOTiRZrAnjy5jP7w9yd3qps36WDOzrSsun1C8/JKA9OcnZGlbICEZDmys2kcHBBQ4g2oUpE/18qVxt9PaChZBG1xl7x7l1ylduygL6BNGxLGd+/SDfHwIBHWoIGh7JORm2ehlQwRKpXxAFGhAFq0gK9OB++OaoTdKIBo1054xB6HyDuU7qOdHYksrZbOP2EC7avVVpyyTSQy/i60WuNlYjFZwBYvpntcUECjcpWK1MFPP1HR4vXraSbq5k3I7e0RqE1HcV4RNHJHaLzq4VauEu66G1B37YS8Df8BKDRqhsTZERIXJ5wd9AG+WhWIPduKAa0CEW39MHyqD47/GoNvf2gA34mjELploUGkKpWkv7/4gh55iYQMnI52WtzNkaBXLyuWxA4daMeoqFKh2rQp9U+tliwoQ4YAbdpAdSMVcVckuHS3AXafrm9kUdqyhbwFw8OBJ5+kW1UemYzeK1Xi6FHL6y5dAlJS4BYUhBdeoImLjAzALhXwu3AIbrsPkOW7LBKJ7dahzExTwaRHq6XSCTUpmrKyLKtQgF46VTLfMczDg029f8WKFWb/X11MnjwZW7ZswcGDB+FX5ofU29sbKpUKWVlZRtam27dvw9vCgFChUFQpvoqpIikppbOiZcjX2ePUvymALsDsS1Y/w17jrmuPEmKxcXB7VTlyxDTaWxAguZkAcZ4HdK71jNeVjJSsxTtLJOTl06kTjY0EgcTAli00bh09ugLjg7VgmHsoopubSx87O/KMkSVqIb6hhYMD4OBI8f16CgsBUWE+pGZeL4WF5eIcAgLMz1gDJGbK+ODdvUteMdu2UVtCQ8mjLjiYRMiWLeZj6U+fpueoJNyTUCiqXGPJJuLjSeWq1UB0NOI6jsGifx0Ql+4E2FMHCAoio1dw0XWyjJSfuY6JoRntSZOsD8Cys0koHDxIf9vZ0bH0VVj1welubsBbb1HfVyiMrYrt2lkeCDdqRGq9PGIxxPYK1G+sAJy6A1frk3D58UcScJGRpPAfe4wsEzt3AhMn0hdh7Xrq16dc75s305d+9y49O56e9EX37k2D1vT0UkEFlFos4+NLX5gSCX0H8fGQSCSwFwBtfj6EgnQ0CQ6C4C9gTmQohrwzDYrVP6I4nlS+xFUJx1efR6xDI3z8pQtOXdBAgAgQgLOndIiOEuHD90Pw7/oCnL/hjtDwcCPzZ5s2VI/o8skCdHWPgsPR3bDPT4fn4y3gLOkMwIolIiiIPnoyMkgI7NpF4rBzZ6BDB8S7t8Mn/1g+zIULJJo6dSKNuXFj6S1ycyNPtiZm6qNViFZL75HQUIrzKum3RcV0q8ViAQqNACnoa6bskwCiCoCfdpq30EREWMnAU46CArMWbgNJSbaJ86oil1O/Li/89Li719y5GeYBoVanDARBwOuvv45//vkH+/fvN6n91LZtW8hkMuzZswcjS6Lpo6OjkZSUhE6dOtVGk5nyxMWZfdFLBDVk2kKgqNCsa5Rczu/fOkl2toWiN4DvrVNo7heCizluZq0XbcPygN82kv9lgwYU1BIWZghyCA0lK8CPP5a6/UulZKHp1auCdoWE0CD12DHj5WIxZQEzlz7ZCgUFlMls40YYAuUjIoCIgHrwsfND8bWbUDqVJKwrCfOSywF1swjcMTMGl0rLicZ27UgYlC/QA9AFl1jCcnOBVavIUgWQ8Dp4kMIqpk+nsbREYjk73O7dlKPivjxLGRk0wD10CNi+HVlDx2LxAg3iLpwHvL2AxmGAnR3i46ke76x+d+FqKaXd4cNktrAm8mNiSgUTQF/Qb7+R2nZyKs1qlpBAKm30aLJkDBpEfcXdnUbXDRqY5kCXSGj7irKC+fjQF//jjzRo9fSkEfTNm8APP9B6mYwSfvj5WRT3hYVAcrIEqnZj4ZbrCJ9NP5S6quXnk9m1cWNSBPqaSmIxzSRIJKVWfL3FVSQi4VgyiBaJAKkEAHRAWirg44E+fUVY8H179HwyGE2ckiHWqpGG+kgW+0FzJgN5+QLVpBKJALEI0AkoKAAOnZAhpLkCqWlSYPKzRhlk7OyAAT2L0OvW3yhatd7QDPnOaODwVuD9921LGJCRQS5nJ0+WLrt2Ddi6FfUnfQjAcopRvdHSyYm+ws6d6RmWyeirtuTiahG1mt5ZO3eSNUmjAQYMgObKNaQfu46UFECtAuxbN0Z0ZH1EiOh1ZKBRI+D55+lBLtvf69cH/u//KowTNeDoSN+3pXz9gYE1+6DXr0/uvOvWmV/ft+/9SUbBMHWYSoum27dv45133sGePXtw584dCOXiDLT6ggk2MGnSJKxduxabNm2Ck5OTIU7JxcUF9vb2cHFxwUsvvYS3334b7u7ucHZ2xuuvv45OnTpx5ry6goVoXLvrl9G32yDEbDeTIgw00KtXz+wqpjYpKrJYz8gh6jTGjhyAzzbrkJ1vLJqeGpCD4C2LgfMloubSJRpgv/QSMHAgIJNBKiVxFBpamoXb15eMMhUah52daTa/SRNg+3YI9g5I7jgCt+q1gODoAu9E8vix5TddEEgXriopX5ObS5P7Fy4Auv9zxzMTnkHxB98gL1eHlBQaq4hFgLJVEK7LmprVQW3aGOrmEiEhZP1Ytqw0KYVYDPTsCe0TQ5BZks33zp1SwZSdTTpBP+5avZqMF6dP05janOeySmU51KvaSUqiqf1//wVUKiT4d8P1lTmUyzr1NuDhaRCDcXFAQoEnIiwdq6io4oqu5QWymxvF+ADUR/X5n+Pi6CbodBTftmwZbTdxIrXn/fcp00hkJInYRo0oMUibNrZd99GjtG/fvsCSJcZJRhwcaKCr0ZAKNyOarl8nEXz6lA7y1Fx4eA3AyNE90fvWr3C6EEkvQz8/ut6cHDq+INDnzh0Sas7OJK7kcurkeXlUGGnePNP2PvUUAPKIKy4Gtm+vh7OJ9ZCTQ6cZPx5YMNcRUmRDKpNDo9bRYFwkADotLl2VYcRQERp1CALCzfjMxsVBsWkDFOX1ZkEBJWWZM6diMXrxorFg0nPnDhz3bkH7tpNw8rR5gVDWQ00qNTVgVQpBoCQvS5eSAFWpyMq0bx+0L7+GO7IGUKuSIbZXoPDJMVj/nxLbDlH8nMGApFBQQe+wMMqYmZVFYr15c9utTAD172HDgO++M10nld6Dz2El6NOHxOuZM6XLRCLqU49K9iaGsUKlRdP48eORlJSEGTNmwMfHxxDrVBWWlRTz6FnuZbBixQqMHz8eALBgwQKIxWKMHDnSqLgtU0ewFOCal4e29lFo2S4MF64brwoKssGywNQIgkC/6WKxhRTkLi6kEs6dM12nVqNp3inM+bw1Tp+hwXy9ekCvLio0ifwNDufLDXJ1OopnadbMMDUrEpFxoUpehJ6ewMiRUHXvg71HFFi9VobcAhpYOTgAY8aQEcda9jmABNuGDTTeTkgAMtIFqNUCtDoRvvhChK5/PQb3We9Ct+4PZMYkwEdqD/u+3WA/dCiCbnlBedRYV4aG0kSzURC8SETBF4GBdMKiIqBBA1xTB2Hbb1KcOUPjoJAQMoxs304TzGUnqqOjaSb92jUSTzKZaWhX1673McQgJ4d8CEt8oXLU9oCgBTRaQAIa4Nevb2hQjqikg2k0pRY3OzsaoNevX0EOfJRWLNVTVq3qRVJWFrQdOgESCST6QButlkTOwIH0d2EhMGIE1MNGoDBXi2JHdyi9nWBvS6jJrVuU/rOwkK6rfBXZtDSyaInFMAl0A42/J00iQe7jroIyKROFiRosj1FA/M54DG3gTM+aiwsVGBowgCy0Bw5QH7K3J0Xv708mlYsXaYDesSNZv2bNItV98yY9H/37U5sKCyGT0YRERAStbtwYeKytCh4OhWjZ2gFpyQ7wKhIhOamk04lFgMIeyvr2kHuK0byjyDTrIEATIpYsiHFxdM8siaasLOrEO3davOXyM8cw7vWncOacL3UBQUf3v6gYnbqJ0chFAwj1qsfqkZxMQk/f1+RyIDgY2rQMqFb+Dp/X3kbKOX/k9x6KFcebG3R6VFQ5PaRQkKi4V2HRpQs9RyUTEwDoXlbZ57CSeHnRZM/162R9s7MjlWqtRlxtIAjUqVNT6dnz9a2CiZFhKk+lf24PHz6MQ4cOIaIacvaXt1KZw87ODkuXLsXSpUvv+XxMDRAURL/MiYkmq+oX38Bb78px8Sole9JoaFI1IqLqOQoeCu7coV/dkyfpx7ZzZxrR1HABwfh4CiE4dozGkt260cdIwNjZUYT1xYumg1aFAujWDUHBYgQFGya0gYvRwAELBVzUajKfGPmzVI3bt2lMlpXlgi++KXELKhEqmZmUFTc7m7br2pW0WrnEmwBoTJmfD9xK1iEnQwNJUTFEWhpwC1Bg5wE5QkO74G6vFggZeRdB3aSwD/eBSCxGBz/gyy9pMJydTQOn4GDzoTEAaIOS0VV0NDD7M+PYp9OnaSwyahRNUiuVJADv3i0VSD4+9HU0aEAiz8ODtpFKyQvwviESQXCvh5uT5qLA3gPKlsHwb5qCG1fyAJ2W+kuZwbRLAyV1tMuX6YaLROSC5OdH2R7lchq0OjiU1pG6eZMusqiIZu6PHqWBqL09DYzkchpMOjkhrc8YnC8IwZ5jSqjVQFeRL9r19oPfsT9pVv7rr0lwODvjcq9JWH8sABdv1YdOIkfz5pQmvkULC2Nvfbawa9egy8rBjc5jIPNoDJcWHWGXdA2SnKxSa5B+JO3mRklE/PyAevWg1ZJ3oX7+QQTaXqsB8jOK8efPOnQc7w2v7GxqREYGdYjevalz79lD99TdHXj6aTIdJSZS57tzh7bfu5eerfBwEiRbtgCOjtBNeBkHD1KiBLUaaBVWCP/UC1B9vBUq3W2McvNF2+FPYMOlpthz0A537gjQCWJAIsagwWIMGVrOcloWc6bWsphL2pKVRfdzyxYamMfE0Hfj5mbqcqbRwN9Xh48+Ajb9rUHCyTQ4FqdjQF8NuirPwfn97cC4cWQVudf45eRk0zzqCgWK3H2RUaiG1CcQ69LH4fIWuZFOjIoiw2O14+xM7sZdu5IgkEqpP1XGYnWvuLrSi+W+vlwqQWEheTH8/nvp7JWbG9WS6taNE1XUVfRuHXZ2D2bB5xIq3bv8/f1tEjvMI4KHB2XC+v77UtcZiYR+4J9/Hh4+MvTyKfUseORdopOTaTAXE1O6bNcuGii98ELFs+9VJD6eJqXLJjj8/Xca1H30UblEZi1b0mzjr7+WZiDw9ye/HnN54s1VaS2LpcDiShAVRbfNzY3G1Vev0ru3USOaaIyJoXHrH39Q3ae5c0mgv/QS4CbPJ3NNZCSQnY2QRm0w9vFwfHC2HpBfDOjIYAKNFlCp4Sh3REKCDNevO+OMyBntRgIo8UasqqVMo6H4//Jl45ydSUzl5wlYMi0J9W5HQZR1F+oGgYgVhyI7zxNOTqQfurQugFfedUgunoc8LwP1OoXBXggHUKYxOTk0sNansgsMtD3degXccQjAvyFzseuXGyjI0UDRRI3QHi3RqPNt7F+dSIqvZMASEgIEuPw/e+cdHkd1vf/PzPai3nu1ZVvu3bgbFzCY3juEmtBJIQkJkIQSekLoEDqhV4MbNmDjjntvsorV+0rbd2d+fxytJdmygVAC35/e59Fja3e1M3Pnzr3nPec957TCSScJyVm/XgiGzSak3GaT5rJ1dXJTTzxRSNGDD3YO0nnndTbxamqS7zrhBPj0U+ovvoV/rBrFpkUNQCvERLPrX17mxebxhz/+jpy/Xi6EIz2d3RN/wV/vNeFurYD0EGRmsmWLwt690vqgxzSkzz6DJ5+k6dRf8EHeHcx7vAZHjMaNJ52KecsLZKfG4WiulHPftUvIoK7Lw5SXBzfdRLUpr5vC0OWz4IyNRm9oRtOgtjJIizWVg7H6+HiJ0tx3n5SbvPxymXB2u4zDnj3yk5YmVRACAYmCvfOOPGPjxkmUKjcXb00L6770oOt2crNCnOmYR9QTz9PeDmVNkJlRieX9dZx96ZU0j55NeYVCICABrHPPPQphgqP3iigoEKO7oUH+NRrl3P7zn85cybY2IXlLl8rCk5bWfWPo3x9DSiIjc6BY34Erdj0Wv4vYPWs75eBPPy1/900llkfCEdIJFKC+1YTaYGTrbvNhEtgftFe0ySTj+EMWdPk5Y8MGibJ2RXMz/POfIn0YPPh/c1696BmhkDjOPvlEHD5RUSKvGDnyR226/n3hW5OmRx55hFtvvZWnnnqK3EOaWPbi/1Pk58Of/iQ5D+3tslnm5HRLgP3/niyBGFULF3YnTBEsXiw1pLvVS/5+D9uVMEVQWSnO/DPP7PKiySSMo7hYSJOqSmjwSAtcYqIYzEfqP/MdN/+GBnjkEbGvs7M7q+JG0lmSkjqrZx040DmEX3wBs6d4iNv6lhiWHbB8vop+zYncdcVvuPmeZHRUFEBHwWbVsWtttLZH4XCYmDHja6KibW1yErt2ide7qEiM5kM84A0NstcfCocDUlN0yre2clz4VZo+kioTqgonzMxhz8m/RhuSxDWjtuPcvgb9oYfBaERNTUbZHgULs8Rp0bevMOPHHxdGGUG/fqIP+45rtdcLL7xhY9mXVvAeAMC/u5w14WiKRqYyYHqQ7a1JoKoUFsJ1vwoT+87LkuczcqSQonBYLripCa6/XtYIRZGozsMPC3tJSxPS1L+/FJxYvRrvkDG47Uk4KiuxDSyAs89mg2kMm9YEpPpBdAwkJUJdPVWtCgtWJ3GF2YJiNKBnZ7N4Qxzu1o7oSF0dJCSCzYbXK2rDvn0PcU7X1MCbb6JnZ/PBtgLeXeQEt4a3zc/iir5MP+0sSj6eS99UA5aKfTK/L7ywM+ls/3546inazv8rUVGdGsA2t0ooJRVDiws9FEY1KJjpkGBFRclEXrdOft+4sTNEZTJJcv4114i31mSScUtMFOL01lsi69u+/SCB8lgymJU7lkFzrkYPh7E+8RotzTIPI8OQmKhh+fRlLvnlYNbVZTFunEzfI0ZNIygslLUqcq4gE3bqVLm/d98t0agBA0QiaTaL/jSC1lY5SES6GhfXKf2yWKT7udUKbje211/AFmnYbLPJAhAKiRRy/nwxkDtunt/fuQU5HPLRr63BkJYmHzqkp5rVCnFJRkqdmYcRJlX96QZhjobWVnm0bFadRHdHxLK9XTxA+fk9h+V/avB4em74Bwebh1Nc3Ftl6qeENWvg/vs7nau1tUJwZ8yQSqhO5//2/L4lvjVpOvvss/F4PBQUFGC32zEd0oOg6WglM3vxfxdRUb2Jol+HujpJOj4SFi0STfuR+urU1ko0L6LpGjtWEmq+JpLQ2CjSryNh6VJx/BzWJykx8Zs1Ic3MFEPnxRcPf2/06O+QpS0oLe1MF3G7Rd2zd2/n712DcykpnUXJFAXUvbu7ESYQgyhNr8a75m1mzvwla9dq1DeoaLrOLy438NUH5Rx/TR7GWBPTpx/lxOrr4a23qPHH0WhOxayEyFj3PvaB+UISNE0I1c6dKPH9Ub15ELZ129CNRsiM92BtriIq3ofX3llboHljGTnRzzNg2hgcO8tR7/u7sBdNg6GDZa40NkrTM59PjMiuhAnk93/9S5wa3yGKWVoKy9fboL5MogRVVdDmwl6zn7LNWdz2cB4nqBaiO2zh2GBHY9ZAQNhiTExnye2nnhLjPxzuZCttbfDuu/DnPwsBLSjA+8kSNp56Hx8udlDbZCIxzchJ9hBDilv5dH5f6BeCsAb19aiNdQwYaWX4kBA2Rwst515D3LzXcCUXsmlBF49NKCzH7jDSt20TY7JbUZrGRmhqomLkqcz/RwCCrVBQCFWVfPaRm/1DRzHzF+NIHeolqXqLkMAlS7o3bt2+HaOvnb5947DZINbux2YIoikGTP36oNfVM2ZCgMzmJVJFcOpUsWg3bDg8X+iccyQpavTo7olzTU3y+WuukTYBGzcedFyECONdvoFUzyPEXnAi4Kesi9NERxRzSqubeG8lp56a9c0f09hYOeann8qa1d4upG39eolyRtavL76QhefKK+U+dy388cUXYjBt3CjEyW4XknXaaTK/QL63rk5I4sSJnR5rh0MWrPZ2eR6ioqiulsD4ypXyMYNBglCXXvo1UeGsLPEYvfxyt5dVFTKuOYn3m7IPe/2yy74XtfGPBo9HJNnvvgtoGlcPXEbg9cdJsHmwRKZTcbE0IP4xZYD/DdraZO05Evbvl7XwqE3/evGjobHx8D59ESxaJBKkn1lk8L+KNPWiF/X1EjApKxNHYVGRGEs/q4iS1ysLcCAgF/FDJ1qFQod5NLuhvV0MyZ5I04ED4q0pKel8bd48MR7OP/8Hz4c6DH6/GDQgxvDxx4th/M47wnBiYiTn4Ljjvv7cQiHZDC2WHrXOXVMO9uwRJWPXFkhdFTbHHddZdC09HYxrV0Z673YiECBRbSba9QUPXjuG/X0bCfXpT70xjcWv1xNw+xk7zEfeSOdR57N7/S6WNB3DW2/oNNcFUVUYM/1kThttxLG1BUfFTuLf+ze0tpKUm8eYpMtZsCoW0tPQVNPB1BBLIMDxM/0UbNhD+lBob4OGRjAYIaN0BaZgJob62k4j8YILZIx//Wvx0pnNkjgeKfG+a1f3E921S1jPkCGdr3m98vA2N8uY5+Qc1dNcWwuaxS73tbpa7mlSEigKqsFAKKAxaabSuaO0moWYWCxC7hoaJBKiqmLJbt3avaiCzyfzoLUVbDY0TWd+4XX8+68ewAVOJ/U1YXZsgOv/moc/qEBMLOg60Ylmrp7aRsxnbxL49waMZgP243Ph5JMxNXmw2rvcREU5SFojvXa6FfAAMdJVlRZi8bSFgbCcW3IKmIyU4uDplXE0O5u5aMszPYdwdZ1sSx2psVbu+Y2HZ24/QFhXUQwGsJjJGpPBOb/TMWX+QhhyJEfpT38SY6KiQsZ3xgwhR1u2yBh1PVm3W5iPxyP3P/IgKAp2iwaahn/rXqKNHppCCFOis8J4x2nicWu0Vn5L30ZKiqw7M2fKWrB3r8goD127fD54+20xyruGWv1+yW/KzhbdcGqqXG/X63M45LUJE6SUZMRTAvKdv/wl6FIm/bnnujuGwmFJGfV44A9/OMoSZDSK5DM5WSIY9fXCoE86Cdvo0VzkMzPqGPE9REdLPm5BQQ9z5ieKiMrguefk9xtOLMF3z6Mc8Ppxx8k9NxoRMvrGGxIB/innBNlsslcfWpAlguTk757n1ovvDzU1PRbIOYitW//vk6aLL774hziPXvyMsH+/2O9dm4fbbOKomjDhZ0Kc9u4V7+KmTZ3J1mecIR7fHypcHB8vO+6WLT2/P3Jkz93jIzWyuxKmCD75RPIdjlKCPyFBchXmzu35/UmTvqVjbscOMVo2bRKv+ODB4q2dMUOuoa1NrIqvI6G6Lob0/PmdeSHHHSfRiC4aoa5yoVBIbP2rr5bAltcrhzKbxSHf1NSZQmUyQYyh7fD56POhNtRjrtlGeP9Ool57l1BQxz7nFAb2mcjl54TJL1B7rhwWQWMjy7bH8/SjnZLEEccloiclcMWfVKJtATKsWZx87C1MCH1BzFeLmX1SHevWK5S6Uqhu7Nz3jxlpI3NoAsadJqKcMv2SkkBRwdDYBuhCbjwe8QSbzZ35IREPns8nEZzbb+9etzyCrkZGTY1UDFu1ioBfw90O7Um5uC/5FS0p/ejT5/B2AFYrQjbS0+QE6+s7H/TGRqyVdfDwp0KeBwwQcjV1qpD9Rx8VUhAOCzkrKRGDNzOzMw8yIs8yGkHTKE8ZxX/+1CKvdbXygbf+7WL8L9Ip+VDe+8UJ1TgefhhfYwsoCk5rCNPi+bDmS+x33cWMmBj2lZtlXkZHgc3K8WObGBW1i5zK5UQ9ocnzM2CAEJjMTJg6FVtmIoY0B2G3X5hsc7PMif6JYDIRn2qGtUdwghiNWBxGZti+pK58F8VPzWDL+iCtzSGKBpvol7Gd9KRUSOzw7EdFyb1ctEgklSNHyj1duVL+nTDhcIdCTIyQFJ+vu+dA17EHW4mKc9LmgbA9GoPNBEiBBrOlM9ipOm3UmDJI/YathA5DpD/aa68d+TMlJRL26Umf2tZ25MpnTqc81E8/3Z0wgcyJxYthzhzKbMN7rF4OwgVKS7/GLnM4xOM9cqQ4Juz2gywrOVrs8MmTj/L3h8DlkmPW1ckl5Ob+7wofVVaKehPEJ5JQsYmgV7w1zc3CfQ8SyhUrJNL3U067iI6W7uiPPtrz+8cf/9Mmfb342eM7zS6fz0fgkF4b0T+2x7sXPyq8XrG3uhKmyOuPPtpZTewnjcpKqRQQiZSAWNtPPy3WxOzZP8xxbTaRse3YcXi4OiZGErl7Qm1t9yafh+LTT49KmhRFHMIrVx7uFM/MPPJhe8SePdKHpWv4Z906uaY77xSD7wi5T36/2CQ2W4f9t24d3Htv92pc//qXsLirrjq4m+fmytdGlGc7d4qD+re/FWKUmioBw+3bu6vTNA2cE4fBjmXdT8TlEklXUR9sJVvJjG4liBl1xX/od0ss5pQkiD96H7iGFiNvv95pqBYOc9JIAq//QwM0cvKMqLrOk/8MUnvuNC4srCJ/0dPceOdDvLEwxIqNZjIzFSZNgmiTxr231POnmy6n30f3o9Bl33c6IRBAT0sTkjlpEsqhzYc1TQZC1+Um5+VJvkJXRNblQEAaxK5YQSAApWXQ0gzsKcVccT8ttzzAp2VxxMWJHZ+dLc90JBDV0mKU++t0CnttaiIhzUS2a5vM0dWrpSvv0KGQnExgwWLcpmR8SSlCYu1hTHY7vPqqNLvZuFHOvX9/tIJC1IwMCASo9ifgdXck/ZvNoHZKGqsrNfr2N5C0Emw2nYSNn+JvcoGiYjBASpoBNZQsluurrzJu0CTWDhjNutJkSEzklMnNjPzqSczrVxOdD1iQ/KniYmmS6/eDz0fm3CcYmnYh69arYl22tgpJsNuxWqH/UCt8GScRn0Mxdiw4ndi2ryfLX0P6FX+lb1Iyqs2GYW4damI8yiOPHJRDhUw2ms/6FYbd24lvLhEPbGmpfJfRKM6EQ43B7GzxhvTgWTf528nLU6mqg3p/FI6zzsCy9z8oCGmKwHzhOayqzOL6oxV++CY4kqQY5IHv2/fwDs1Go2jdjlYqOilJHCpd/9ZgkIUrKgqWLsU3efgRK6CD8PtvBKfzOzvMDhyQNmGbN3e+Fh8PN9zw3WtW/Deor++sq+JwgFJf2+19t7sLafL7v5eiPT84xowRz+0nn3TOCZNJCHZE2tmLnwbS0uTnSNGmn+H9+takye1287vf/Y4333yTxh5kCd+muW0vfn6oqJAAQ0/wemV/+8mTpm3buhOmrnj7bYl0RDyo3zeGDIFbb5VqUvv2ieEwZIgs+EfSxwSDR5f1uVyyeRzFcMnLk0phkZLjqircZOLEQyrnReD3y8a0e7ccv08fubGLFx9eolfTZPddsEA+d0gSrt8vRsSHHwq5iY+HE48LMnzbZqJ6Kl+8dKlo8DqsjJgYuPZaKZi0ZYscLtKW5vLLZU3euFEc2kaj7J+jR4vT1GYbCB9nCFGOjGVjoxCMs89Gff99HA0V8rrDAV+tkvvTEzwe+Z5gEEWLJWw0A2JkFI1P4q77OjZwHdq9BlI6gidz3/Uz6Q8zKfC/x6qPG6nb1MbkKX3QFCO7d0NrnQpuIwvXxtInvxBDSadXXTvtDNyrNmOOsqAOGYE6YCBqfT2YzSgRYpSSIsTCbhcr6dC8hEhbAJBM+Q5tY0tLB2HqgD5xEqtWKzzzljj/U1PFoLr6avnzs86CBx6QzzrDbtSmJuxOhV9do6MHLHx17O/QFZW07a1kJB4gqBvxfbUV3WAggJGqagWz00S/giJMFfvxtvhonn05zRnFbN4E6yuTyVzVztTZWViMIcjOgqrq7qRAUSArG00xctttULK+BeOjmzEcMwRt2AgcdjBXrYb335RnZutW4lNTuW6whx2Tj+ErdxxTo9YRc2A1UYfKrLZtk/m9aRPs2IEtEODi2bXU1ydTvrdMIlFxcVjtBq69FvIHWEUi+eSTnWzdaBSj7qKLxEMQE4P60EOoJjC11EFLx7EqK4U4jh3LzhIzn7ztZsviICZ3IlPGOpk4ZQhhWxSeGhfOogyyBqQfHvi02UTq+NlnUjs9EsGOioKcHKx2A7kjE2kdno5/TBGDijKpefpD/FUNGDJSCRx3EnPrh3Hq6SrJyT1P+W+MY46RPKWeMHiwFI64/XaJpFVXy1oybdrX9x5SFFkA+vfvdK7YbBL6VBRoaemxerHNJreivf17Kx75tfD7xR/RlTCB+OMefFD8dEetSvgDoCvPbmmB8KDum3O3LSM6+seXef83iImR52vyZHEsGAziWcvN7Vmp0Yv/HeLjpepu10IQEcyY8TMwFg/HtyZNv/3tb/nss8944oknuPDCC3nssceorKzkqaee4t577/0hzrEXPyH4fEfuawg9y/t/cti+/cjv1deLbuGHIk0Ro6p/f8nzUFWx+o+mw46PF8P30CT/CEaOPLqntwO5uWJjnXLKUZrbgpCDDz4QjXtXJ8j559NNB+PxyFi1tMjGZTbDqad2swx0XXLkn3yyc97U1cHOdX7OGD6Scwp3Ydnbw/1Yv76bazYnR3ITyso6VFbR8lpE1TVihAxpfb2cSmpqxGBIExL0zjsShfH7JYv7uuskQnfggEiyVLWTUPUUKdu5U1jbV1+BpmFPzeGm487gna9yWL8qiDdsIhCQpBG7UyEh1YRS60UHgn6dam8MSal92DBfobbVTO1GQ6f8z2KFwkI27ammZVZ/Ekr2gt1OaMZxbMo8gegKE+nVX2G9488odTVCKE84Qe7N22/LRRuNMkeKizvLMkcG7oYbOq+prQ1CIUIhqK0DTe/oaZqfwdL2YSz5zAPEUl8vw9LSIuN+4YWi3jn3XJm2pgY3fWdaKBpopqrFxiOP6LhKm8FqJTo5hnODNib696Nt3YkCxDptOLNyKa1SKbH0p+2PD/LBymQ21KRRW68ybaaRzL4Blnyos2R9fy662k7+lDAl25OhvkHum90OSYlYEpykpcl+m5NoYof3Ct75wMTmf/tRgEGDszjz6gkMeOlWsZijo0lYu5gJ5mVMOPdciSodIj88iPfekyhZMAh+P3lz/8UdZ5zDHvtgylqaiBsRR9/+MtSKgsht//xnmZhut4xzTo48z1VVEjE6EjZuZNvGIH/5SwDPht1iVCjwvCeHd3Y4mTKynYUrs7GnRDFjBpx8cg/LUlqaeAeKisQyr6rqZAzx8ag330RcP9GG6fmT8A8aSUO5m4pGB9jtnHtiz76apiaZ8mvWyKMxdqwc4ohrRr9+4mw6VCfncIhDKDpanuehQyXaabF8Mx13XEfiTWlpzxriESNITpZ6DhUVkJcV5KTBZcQ37BYvXkEBBal5wA/TygG//2BuYEB3YgtlYzJFHdaqyuUS/9OPTZoyMjod/W43HIgpJispllB9i7RN6xpYO/548Zb8HGCzyZz7MRr+9uK7YcwYUaF88onIbKOjO0uO/8wq58F/QZo++ugjXnrpJaZMmcKll17KxIkTKSwsJCcnh1dffZXzzz//hzjPXvxEEBMjtkvXQlFdEXFo/6RxtN4AJtOPk+X7bbx6DofkDN199+F9ReLiJKxyFLS3i7LIbBaj62tbI2zd2nOOwo4dnfINt7szChVBba1Y1tHRB4sKVFaK97Unov3+637G3TaLvj2Rph56wdntR28RE6lncBhyc4U4nHWWnP/y5ZJH5fHI2Ho8YmSmpEj47dCCCCUl0rdq8+aD3jJLTS3OzQ2cctF17CvNxqDo5PdROe5kG96QEQXIjsmiYV8LX33SgNGgYwz7MdlUMCcdbjA6HJjT8jCeNgdmj4HYWPZ6srjjtyq/OO0UCsYkwl1/EzJpNoHDgX7eeSiXXy5Z3iaTbEAXXihzpKVFriM3t3tSmMNBu0fF1aLR5pJLN5uBCVNZ8GoIPdaM5u7sU+vxiCIzkk738ccdVcxnu1g5z8uqkgz+cgc4oqJJzs3AWbuX1gNtPPWIl/w/DCS1b1/Ysw/N7cNYXkJq0XA2T7+Sf90B5DnZWmnE59F44Z8uRo5RmTjUw/L36vnPvzL51V+SeeSfNrSYWDkZgwoonNOlj1BJrZO7nk/HtbWccEjOe82idravsnPnTX+hn3t9p1QxEBAmcKTS+CD5XpHPdcz1pJ07ScrJ4ZjCQrj0r4eXY4uK6llmkpx85NLHioJ/9ATefU/Bs7/24LwKxSRQ1uCkdU+YkSPsODQXbk8UH3wgj9zVV/fgX7FaxWvwyCNyo2pqJCmtoKCbEawokFZgJ63AzqAjjwB1dSK1jlQ8h47CnuM0rjyvnXirRxaSrtcWHy95amvXSsTZ55Po1/TpwrYiUNVvUAe8C2Ji4OyzCf/9fkJ+DUWV6Q/INQ4dSlyc+EDeeT3AHNMCAnc/T8gfPNjuKLp8hFT7S0k56qG+NWpqJLFy1SoIhdBcMM3al8FnXMNjCwoP6wFcU/P9Hv6bID5eihfed59M59eXZ3HtDbcS9eqTJLlLsduQCTVrlhiyP4uE5F78rGAwSLS5f39Ze49Q8Onngm9NmpqamsjvCKlFR0cfLDE+YcIErrnmmu/37Hrxk0NWlqyv7713+Hvp6SJd/0nA7xdjacsWeVAHDaI1YwCtYSdJA0dhffddlJ4s+TFjfpplV4cNkySe114Tz2ZE1nfuuUdM3PX7JW3o3XdFleV0SkT82GM5shwnHBajpyfs2yfHXLxYPNqHulOnTpWKfrm5B3OsqqsPb+gKgNlCyGSltEWlbzgsJ2s0dhLW/zIBoK1NnNItLXK9OTkdnMFo7DR2W1qkUlZsrBC8UEiMOYdDkr8ONRyWL5eBjJThUxTUNhdpyU2EFrzLpDPvxppm57gzTDzyDwVdV7CYdQg6GTvMxIm/spOlrMDRXseMizN55s2e9UJTpxuIKUoDJMdj5fPy+qiUCrzX3Ya1oRLFbEZXFJS2dul18cc/SnnznTtFqzh48FENnzI9C3ficMIlX+HoaK3l84FujqXVBd54B5rWKWlqb5eIk9stkZ3GRiguCvD3p+PpGxfGVWUkOjpIbXWQliYDffr0w3ZgN2FPkBf+Y+H3l11G6He3YTKqqOEg6oTx/OcdC0GTim604/Pq4BYPzFerNGbNjMaoVOHfshutTuVPl/iZuzKBqhY7KSkKJ5wgU9BolNvx6afQSix+QxOB1nYMRjDq0NoQYsHuPAqm+TB11RO7XDJGn34qF+71yjyObOSDBsm97prbEQiIh9Th+EYR3YMwGuWB+/DD7l4moxGys6kfOI0t73b0mrLZOvorxdHaLI6RNV8Z6JMaYEtrGA0DS5aIXdunzxGOl5x8lAf76PB65RK3bBHfx6JFMgcO8ht3O8tfrWWEpZ0ZO/8lEc0TT+xeezsxUaIVkyfLmEZHf2cjPBSCvdGjMJ5yM/6XXidUeoDkNCMJM0dgvuicg890//7w6zm7cd/8LP4kDbNFbpfNitzPTz4RmdD3RQr8fikkFOnNhdxW/+bdxLc9wJzT/srbX3QPC35f24rLJYePjf1marQRI+Bvf5NlbPt2WO8r5uR//Y3kcDlq0C/kMyurt4BCL35YmEw/y2a2h+JbPyX5+fns37+f7Oxs+vXrx5tvvsno0aP56KOPiP05NEfrxXeCqoq8S9fFtvZ65bXiYvjFL75/Z95/BZ9PDJVXXwVNw9t3MGvahvHWghoqtAyGjSjgiuMuJeH957GauxCnrCyRkvwUddEmk+QNFBd3yvrS048q61u2TDzGEW7o9Qrn2rVL8t17fFwjErWe0Noqlkj//odXABw6VLzPmzZJTlIHaTqijWIyQXo6SmC3RLA8HrmWtDQxxv6LhrgVFZKE3fXUsrKkim43FcfQofLiK6/IWJrNkth16aWHyz0aGzvzuHS901PudGJrrSXXqHLqLA9726N4+XmN9GQjzW0mwmEFzGZWbzMweoqNtNnDIXYyY0KxrNxxuGqrqOjwvsbhsBhaUbu+IlxVh24CxecDLYyuGlAsVimN9fzzYhAeWvLuEPj98PJbNoZNvYysVjexVTtobBDD1KJ5iR5eyP4SG6oqc2PHDrn8UEiIttMJo4aFSLe1cNGwLaTvWELLfi+T54ykJGYEdz+TSE2TidycXLTyanZtNlA9Koacu35P+K33CG3bRVP2YKp9sSh58fg8dPTu0QEFFNiyXSU13ciB7R5C+8oZWXyAwQN9ePqPxD6kT7cgcGurFGRraLcSjCsgKs4FTY3oRhuK1crGUiNNG8pJKq9AjYmWuZuXJxezaJFcYFfin5goRSx6qhAbFSULn9sNZWXoqWmUVpnZvl3GKCdH7uFhVdJGjpTjbd/eWVXSahVvQkpyR2TIJQtnbAz+oEqkNrhiNtFoSGHnLpWwJqdfUiKPxtdyN7dbHBuhkBCpo8wNr1fUuK+9Jgq7+fMlndEqqlHseiSqHGLeIjsTR2RjXbxYop533HF4XsL36EWWvpgWbLbJTJw1mPy4Rio1Aw2WdOYkWOhqglnXLsMao/WsxPv0Uymm0VPRifZ2cURVV3eGq7+O4ZSXS1S9C2w2cdA07Kukn2Ufqpp0cO2Nj//uDsWGBlEYR4LkhYVSSO7rerkqihy7b9+uqa8xcNR447eAxyMPgdEoD0BvtKoX/4fxrUnTpZdeyqZNm5g8eTK33norc+bM4V//+hfBYJCHHnrohzjHXvzEEMntO/ZYcdrbbGKc/mQirrt2iUGs65CQwBfJZ/LYPQGgCZINrDPl0tY+mwsv7UdxYAMmr0uM5f79/2tP7Y+GmJhv1KS0rk6MoMimbTRCcR8/6dFumn029u+3MWxYD39oscjuemj1tQjKyuBXvxJ91OrVMsajR8tGuWSJ7MjZ2UKcli8nre8UorUiXCFnd9ljMICxvYWc4fGwe7xESqKiRM4zbty3bsTq8cCzzx7O5Soq4KGHxNN68NaazTJ5Bw0S/aDXK8Z7Y6OcR16eWIxtbZ1VMzRNrjEpSd7zekFRMJ98PEk7ljF/3QAsO4Nk25ykJadSH4pDU4wkJBjYtBWqzLlkJUAKcPPNQpo+/1y+dsoUUXcd6nAYNkyMV2XXTiymELrbja50EAxdQwn4RTvn8x00ikMhsecqKuTWZGaKDWgyyZzYtAm+CmYxfeIfGJdWSh+9jhpPNJvd+RSNjGZXlZzHgQOdwT+rVS7773+H919sI+qd13C9+D7tSUb8ATOBJdspSPuYe2++jRv/VYjH60H1h8jINmPYv48vP9hI2vTpxMw8m+Cgkex0x5ETFcBi8GFAJazrkt+lGjEbwgTb3KhBP9nGKvjsM8yVlZjdLZAd3W2QjEYxFuvqwOu1oOtJqGoieSkBYpr2Y6ytI1xeib+0GoulGnX0KLnvUVHSXsBk6pzDw4eLBfrxxyIze/jhzhsxYIDkkC1eDO++i56Xx/IJt/LPN1Lwqp15Nqmpwrm6NT5NTZXeS++9J0Z2pPn7jTeSsnc5w0dPY/lcRW5Ybi4ms9xb3Wxh8HADL70AnqAYoZHaLF999TWK3C1bpK/Rrl1ybWlpcN554nTpQXq8d6+sFbouYyrFAHV8Ho2GOsjS61CCIh/0tmsETA6sILlzn3/eJcHr+0VzsyzjkTZun6yMgy40qf8QIXkHEZFWtrfLj9Eo0S67Xb6gp6IzNTWycKxZ0ykJjokRp8rgweK56CmXqrX1sMR2VYH0DHmmXfXV2GwylpmZUsjmu0SaWlulo0CkBx0IiVq3TubcmDHf7Hu+TaD0axEKiYbzrbdkv7BYpDT+iSd+TUdh5F643TK2vX2VevEzwrcmTTfddNPB/0+fPp2dO3eybt06CgsLGfwza1LVi/8ekYI1P0l8+eXBDbB20LG88UqX9xqbIDWV3ftt/Gl/P+68s9//pBTsD426us5Su33zgpw9YDO2Tz8iXHYAY2IcccUnQuHww0tLKYrI7JYsOdzIUBQp9JCRIRZNZqa8tnZtp5xp2jQxpDqq1WXs3ctFk6/j8eetBDPy0IwWCeR5PJx+nJvcT18RNtO/v3j9t20Tr3zfvkco63cIKivB5cLntRL0ZKKqpsPyp6qrxUN/GB82m8WQXbCg02BSVUmsP/10sVBXrRLL7LXX5Hyamzvr7c+ZI6Rl40aqDX1R2towhsMYA16yskIoaamAgtfbfSiTkmSIp049+qUVFspQK84sDFoQxQAEw4COoigoqBId8XrB68WLjY8/htdf7zyeySSXEyn+cfL4BgpMZRgDXtqDCSyqmUh70EZ6OpwwSgjWiy8KD3M6xYt92WXCJ884A2Lr9mD6YgGWdCMBd4CkeAMtTQr+miZSl7/DsMG34Ko0EtYUTj5Zp/G5vYRaPVS8vYaGrASa8s+iuBh2rA3QP9dPalYUlXuDHUa3zsC+Qea/5WHqHDs55XOhtVHm15QpYiUmJx800J1OmW4ffyy3T4x9BVwuvD6FY3+ZhWOHAX3yFMKjhqJG2US7abFIaKVfPyHpiiKTZN48mU9/+hP8/vfi1gcxAh98UCzXvn0pG3Iy/7yzCW/AJeGljmokNTXSteD22w+xs3NyxGo+4wyJ2CxfDsuXY/L5OO3EoWxd76C1LAjVVTgKYzAaDBSPMtJUF8LtM4EB0DXyc0K07Gvl5U88FP3eTUx+wuFMe98+yX3smrdVXS0k0Go9GAHW9c4eZ1991Tn9GxthQL8w1fv8EAygOxQ0byOGQABMJgYP0omq79Ivbs0aeVa+pZPjm6Cu7vDWFl2xfv0hpCk/XyRzXUvAK4o8t0OHHr7WhcOiXe7aFVdRhCx9/jm88II8NCNGSK5j1+h3RKoZCslAahoYjVitVvLyFLxj47nheJka2dnd0wr/G+zZ050wRRAMyiX36/eD3IKjI9IyIkIe/X6RQW7fLrLhnppTeb3iuZk7Vx6Y1FR5voYM6azq04te/ITxnUWsOTk55Pwssv978f8NGho6/2vNpKGqSy+xcFhKhnVg48ajpM9EknF+DmVYD0FErpGUBBdkfU7wL//CGxY2oXn9mBfOBXuLSFYO9fT16we/+Y0UGIj0V4iLE+ni8OFifJ16Ktx1V3d5U1ycbJwlJZ3fWVfHMaaXcV51Nh9ta2P1XgspKXDB5WaO2bQI846dwgwaG+W+JSXJ7n+0ZH2QEOe8ebL5ulwobhPnZoyl/PhzeXt1FsFg936uXaZEJ1avFq1LV2iaVKQrLJRz2rVLCNyNN4pHNVKZTtfFkH/mGWhro+i8MMsUhG0YjSjV1RAXC1Yb8fH/XdnjmBi4ZGYllgPDUJMT5SJsNjFSfB2G2tlnyyQeOpTN+228+GL37wgGpQhiXh6Mc2xmwsf/pG5zLTpgM6icMGUMO8b9gpfnpdCnjwQkEhPlEMGg2Ph//atEr+7+Yzu52z5B8e7B7wqgOGxgSUQZk01ZGXiXruH039Xx6qcpnH1eNsNNi1CnpRE6bzR1m6tomHgG773i5rRTrTy4x4JX10mJ8WHuY6KmXmXWDI320nouusrGFN8n2NNi8W7fiie2gPD8dTRnTCW2fD0p/RMOemzGjxdZ44IFHUq0hDCGxjoKC0JkV2+mpkrDaMnAOG8TOQluMdSGD5cPb90qxT3a2yUC1Ngo49vWJv8WFMjAvfaaPAdZWRAVxT5fOv3HRRGdbMVrDLCzynZwru3cKWN1WMESo1GM95dfFqLRgb5LnuIvN17G51vi+GpVCHOhxoVX2dlfrfD4Ixr43eBwkhDl49Iz/Cx+phxPW5jaDS5iXn9KntOuzoUVK+TcBw0SxhyZw6EQvPMO+sBB7DrgYMkSUSfGxgrvGzZMpI57tgU4cbqPFfPDeAOgaQqggMeDPcXJtOEtKB+WdR7PYDhi+CIUkoil1yvzPyPj2wWkvi4q0k1FHWlQ3lNeTnOzJIMdmk9RWSnkqCvGjpV14csvhe2kpkp0ffFiIdORohY5OZJcNneurEW6LmORlIShf3+cQwoZ9z2mxq5ff+T3ysokD+1HJU1tbeKdObSMNIhjYtu2w0lTOCzr7b//3flaba2QqEsvlfKQR9MZ9qIXPwF8a9L0z3/+s8fXFUXBarVSWFjIpEmTMPRO/l78rzB4sLhPAaOioShdirHZrGDqnPY9KS8oKxN52YoVsstPmiSyg28S+fiJID1d7L3x+dXw7EsQ1jBE2dHOO5+tbVm8VWIh/l2NKdEB+o20dDfqFUX0HoWFkhcRDotHu2s+wLBh4lJ/7z0xysxmqfD33nvdSJjXB6ULdmOeew+Xnn4sQy65gq27Lbz+bzf9LxyPI9kh1lo4LB7HNWtk3P1+CZEMGnS47lPXJWct0uoeMOpBrCEX48NfMKSvRn2bjfbsAXxaksf6HfbDUzra2iREcSTMny+E0usV5jBqlLCJXbvEyB4xQq45EIBAgCH2vUQn5+Gq9YGuiTHhD4DVximndA8INDaKnWU2y5AeMf+6pAT7a69AZib6jTfCP/4B1dUoiiIGybhxYrht3EjA7OTQnrddEdxfgfed+4iNNmM8fwrmaCu6Do1rSyja9Cbjx15DebmRlSvl9jc0iE0UwSkzPUzxzce/dQ8OtwvVp6EcMxrzuBFkNtSRMsJIOLeA9nFh+qfuJHXxa1j3rsHXHkAxWYi64Ape35KIa1cFy55r4pZrsvHqZkrWu4iKDTNtnJdctYyoL+eTtGweTJ9Oe0Uje77yEPQEsXhcLJ3rY90GIzdfXUXyYI1wdj4ZGVJRftgwsWsT4zROKdJIrdqI75l3seZp1NZC6vA0Dkw/g0Z7NubkbDIHlxC17nOZB7t24R0+ntIzbqPMFY/Rk09eYCc5QxIwNtQKsYqPh4QEPMUjaYotYOVeKPtUIzHNyPGni4G/cqVMzaO1VCMjQ0hNe7vMLZeL/DfuIc9i5cxRxRhOPQmbv5UD2bmc9LCPpmAU+4LZ+Ora+OKFKjxtXapnlpTIPP3FL+SmhULyb3KyFDppb4cBAwifez4V7gRqvNG0fWlh5x4JEkRSFxct1Bg9Mkz/dA87NvpZ9Volv/tdLu99YKCkVMGQGEtxkY/z5rgoWvxC9+uZNq1Hj8CBA0LWV6yQRyRSZbgn7nIkpKbK9N6zp+f3uzm7qqrgo4/glltE07d7t4QiU1OluMumTcJmp08Xp5DRKJrergU/zGa5N5HiDl1vZGurOFN+8xv5nN8va8K6dZ2OlEjJybPP/t6Te79XWd33gYYG0XUeCWvWiBS2KyoqpD9hT3j9dbmhP1n5Si96IfjWpOnhhx+mvr4ej8dDXMfq19zcjN1ux+l0UldXR35+Pp999hlZX6dr7cWPi0j1r//rGD5cZBctLWTUrqdo6Cx2bujYANPSwCS6flUVm7wbSkslAaa2S+f0V18VEvX733+9Vvt/jbY22L+fmD17uHTWWPz7DhCsa0YxGQlefg1/fyqGtqYgVksQRYGlO72cdHkU553XA4FMSDhyArmqiqSiX7/OJGCD4bCyiq0t4PUAhPCt3kxdoo/Nmy30Tzeh79iJ/vz9KHablAO//HKZo336iKG6fbv0hjrttO65GBUVhxEex4zxpG/cQeDmZ3D06UN1QxwWFE4/6yQypp5Nfv4hhp3XCy0tUlbbK/ZOpIiZqtIpBTMaJZJTUCBzymqV8yktlf9XVkJ0NLlL/s2tN93GUy85KKuQZ8zuVJhzttiVIDba8uXC9ao7eraOHy+qrcOmld8vRlp8PPz2tygFBXDFFRL+6eg/Q3S0lEJ/6CF8qr3blO2KcBgs+3fiSsrHEWMk4YMXCVfVEjZZyZ46Ga24P8fnVfDn56Vhz+WXS5niUAiio3WcliCXTNpH831vkXPpCLQvF+E4dw66qw39jtvBoGK0OzHHRuFw1xHtUyj7ahvYHOwusWMyg+X+1zjx9kK2zFVpqQ/yxUtlPPj7emLdazA6zBj7jEOrqIb8GMJppxDctJ09y5sIejoimUMGs22XmX3bfTzyrJObL9jPG3NzOesclYEDZbhqa8FqVpjgXkDU2vcw9tNxh624Z81keeZs5j4ZwhWyQ5xCoW0Gl58wkOK37qT5pIt5xTWHT//mQUuIBb0RM9Fc+IdijhvfhnXoJ6Bp6FlZLDLN5h8Phw8a8i1uKbZy2mnyE0mpKS+XexpZbhsbhePUWU4j1K+Ywph6cte8gePzT0BRUJxOooYPg4YKeO89ovbWUb9HJyExiqRjp7HGMRVXk3j1CwZaSW2QBsUsXSrOhtRUYeJz50qz2w60G6KZ+2U6767OwOUxsMul4ogSnrVrF1Tu8RAVcPPBa2b+8HudHQvrqKtpZMkTfo6ZnMhtv4sl0xwgdcl87P96STwxEZKUny/E/RA0N0thxx07Ol9zuTploxdf/M0CClFRUkH/nnu6cxsQHtStVkwwKA/VkiXi7Lj8chn8nTuFWLa0iBPoiy/kmZk0SUiVw9Ep58vO7hYFPEwutn69RCqzs+VmvvGGlJI94wyJVEbG5aOPxHH3XxSzORKGDxdFaU8oLOy5vsUPCoNB1saeIk3Qs9Qukj/aE7xeeb+XNPXiJ45vTZruvvtunn76aZ599lkKOhaFvXv3ctVVV3HllVcyfvx4zjnnHG666Sbefvvt7/2Ee/FfoKxMPGKrV0sMf9o0SW7+qcjOyspEKlNWJqv/4MGyIf+3BC/SCfWFF3BuX8PFp43nnionLlsKxHWKy88995DCT5FOrD1ZnxUV4kr+KZOmpibR4XcYTcPiP6Rtzrk0x/vxDR7K818m4G31Yj2kr+SHH4rTdOjQ/+KYFktnL5hQSCoaLFkCiNO1sZEOsg7KkCHsqxXD4sRhVTTc+QZJcdFYp0+WRBq/X06sublT2vHGG2IxdC091dTUvYRzdDSqFsL62Xw0I2g+LwZjHKGgDh98wHlPFeFMOaQ0XVQUvuQsKtY0H1TXKCrEx0kwwFpQIPf6oovg8ceFOEX68Tz3nOSO3HST/GF9PXi9DArfyd/GT+FA/xn4TQ4SJ5vI6tPpJV66FB57rPMU/H4Zqv374bbbDsm5qqqSD3z6qQzk1q3yY7fLmJvNUpzgggugoACbTQKhHalkncfwhGl1QYzSSnyshvbEo4Q1FU0Hs+bDtHQBnooKHLeNOZgL1tIi0QCn0o6trZ7YkIe4fWsJe5rwhExYh4/AkpYKr72KbgTQUExARho88wz2X/6SvolNeA1OBs/OxTpyIAo6uq2Ui24exTvPNnPGOQZSvnxHZIzZ2Ww2XUtYSSL+3beIba8kYI0i0B5AURTUaCfNw6ez7S/i+Niz2Udz0ElhTD0PP5zCPfdIkbpop0bG3qVYy53o+3age7w48/LYlz2FV5/ySIQu3YF+4AB7ExO550W46/wb2VSTwsKXfZCQJIZ0RQUBVeX5B5vJGTOAYccfDwsWcKD/DF7/hxuHsRFnVCIms4LJoRJQNFatEvL21FNiUzsccNJJwmfKysRu/9e/wICVHFs6ltogM2dexaVnZRP/+uOyZk2dCg88ABs24IhNJDo2kaZ6D7z6ASPPCLJ96Gz27w5w4Zl+opd05Fv5fJ2G6549orcbM0YiLYrC6r4X8up97RBVhb/PUDx1Kh6fFEf5020alZ+WYnV7KMzOobHVRlKOlfoqjVhnmPEDXYxa/gK2fdtEivqLXwhpsNvl9xEjerTWS0q6E6aumD9ftp9vahsPGyby0CVLxIcSFSU85bAUpZiYzi6uq1bJs3H33Z3JfZEUglBI5GFFRfKgz5wpjh5VlbUn0gfPaDw8gqZpnZKFAweEqC1fLn9nNsvvkYeoa4Pp7wGFhTI9uvBhQPw2F1wgt6SqSg6fkPAjpAelpspD11OiFYg36Nuih958vejFTw3fmjTddtttvPPOOwcJE0BhYSEPPPAAp59+OiUlJdx3332cfvrp3+uJ/p+ErsuOunevRAhycsST933Wst+zRyInkapNIMb/7Nmy2v43yRbfJzZtks57XZv5WK1ikI4b998Tp/794c9/hspKBuo6fxufxdptdjZtEpXVlCmyb3brs9jcfFgZ2W744gsZt59qF+uVK7vvqk1NRB3YSZSzmf3jhrPzQV/3PABFOSh9W7HiG5CmyKYWuSehkHgcI78bjeLlXblSPIc+H/iB9gCG2CiaB01k/9wwcckqUaVbwGBAGTKY6gln4okagr2tjrQV74ib3ucTyzMUEiusgzSFw6AbLRiQgmuA3MiFCzF0tFrSYozkpoBqALsNzEvnwbQx3aJVrqCN6iEn0/raVpHTIf80N0uEKGXCRNSGBvEWn3WWyD3PPFMiTPv3y3UvXChNM594Qoyu/fuJNZuJrdstMp6iTsulrk74X0/Yv1+8/t1IU6TPze7dcqxwWMbZ6xXCmJws7CY1FZqbMRHk+ONNrF3bYbcFg9DchNtrw4hO7ohE1MteQPW2YTQY0S0W/EEjigLa1p1EeeoOOo5dLsiKayO8YzeqFsaSZMSghyHgo/q5T0h88lfw0jNgsaCEw/I85OVBOIze1k540RJcw6bQ1BAiKctO+NHHUVpbsKVEM6Z4MlP+fgn2PZtRWlth4kRKZlzFPfc5sFr6cdWVt+P55D84y7ahGzWsowbhmXM2jz7tADrz5zwBIxiFr5aViRqqj2sdoeuuwueIw3zLr+GtN2kaM5v3XvWgGKPRMzMJVdbhaw1j9NShpyewNvE4VqxzQX5A+kVFKg9oGlowzKJPAgy9bA7K+vXUtjlor27DnGqnKN2Kv7aZUF0Ic3wU7YEkWpqjyMtTDzYFfv11uXU+n9RhCIWAQJiSVhtpKX1ZuMNHzogLOeOBfCHlGzYcPL6ppYHsOAMxMXHUtVjQlizhwr8diyEcYMDKf3d67Pv1g4QEamuhuiaVlqIr8edC3FQPmY4W3nvWDrSC14uudoZ3AgFYu1ojJzNM2Q4Ne+1+MtQ4LvxTGN+KRuJrviRh2frOZ/vTT8Wzcu+9YpEfpS1DWdkR38LrFUfKtwkoFBXJ4+/xHKX3eEKCPJ///Kd8oKWlezWUrg7CxkZhGCkpNB57FqXRU3CVtxDrDJE7toW4DRuEgB0qCy4u7pTdRUdDVBSNQ6ZS6SxC0yA5XEP6lgXysH/PrCU6WtJ+Bg+WVE63W7a4mTNlD3vsMVl2QyF5/fTTv7Zl23eD2Szr4u7d3W0LkN5kXRsaR5CeLifbk37Vav1p9kfsRS8OwbcmTdXV1YR6CMmGQiFqOlpep6en09bW9t3P7v8yNE0a6Tz2WPeQ9YABUu70+1hA/H7ZuQ9d1ECq3IweLd7C/xUaG+X6D+1+6vPJ69nZ3y2PyOE4aGznAXnFss4fEbr+9d6un6o3zOUivGUb/mHHYGlrwFCyV+bYpk3oF16IP2TC3a6jaWLIGYxgyEgVVoEYJD6fSPet1kOSihsbpYzx4sVibY0cKcR+0SIxDmbMkAhMTAykpxO64WZ8NS2EdAPxVY3w+RZaxx7Hc0+FgQOYUrLA047j/FN4m1HM+2csravdxCTlcdycYzh+7BISNnchf6EQXq/kFi9cCJlxWUxzFhFTvQunExSLRdiO0YhqsaDGRRHf1WaJGFBdrK3SUnjpq6FccNO16C+9TLCuGatVJ6efDXX2cXiffglHXZmQk3HjhBjY7eJpN5nkmV23TpwOd90lHtf2dgkvHHvsYR1II3UujoStWw/p0xQfL+cbFSXHstnkOYlIbE0muWl9+kieQF4egwYVcPXV8NILYdp3VkNDA1F5BZw/vR613QWNzeiaBloQJRTEancQxoSaFE/rtgNER8tS4TAHmDGsgXmbw+gGaGsK4cvuiwlQ/D6UzRtlomRlCVnsKB8csMcSMkVBQyv1OTEkFxnR7r8PRdNRc7NQLjqLNIcV497VMP4YOPdkSE1lzdvGjirRCg8sGsqIwX045cpa6jZ7+Gp1mE2PBmlq6CRMBqNCdLqd+RsSgY6aIYEAysIFmDwujB4X2ksvoEyZRPtxZ1C/zIEeZSPU3Ia7UQw2XdMxVdeybVssxrpq2NPc4QzRO8rLq+CwU7OxluDbn2A+7zzUxhzI08Hvx1C6DxugKQYCTQEM1c30TSlgT1z8wVyhYFB8GEaj+MRUVcekK7S3a+xxQXRiNG8vc1Jw0Vhs/XMpqFmOqYtuzdxcS1IKxBeloNXUYtA2o374vjwSGTmUDT2Z/cmjSdyiYtiwHOW114natJ3YuGiYOZ39M0+h0ucBZwgMRixmCVJGuER5mc6IRDPgBR0GpTWS9eF/ZO69+4ysvxEmHxsrpOQbqBO+7iNHrTAdWYMPSeJRlCPkn3bF+PGyPr3/fmd+V1SU7CGHkhhNY9cueOQRJwfKbeBNhkCAgn5GbvjLy+S9+ffu0jNbh4S4w8um9+3L2sm/4dl/q1SXyoDGJBZy7vl9mVa8AtsPoEiIi5OUrAkT5DIdDuF+d97ZXRyxYYNE5f78ZyFOPxj69IG//EUcSqtXy1gfe6yQy54mQXa2yDuef/7w984556et4uhFLzrwrUnT1KlTueqqq3j22WcZ1tHoZcOGDVxzzTVM6xDvb9myhby8vO/3TP+vYd8+8YoFAt1f375dXNLXX//dO3RXVx+97M7Klf9b0lRe3lmd7VC4XGLZ/pjFF+LjRdry0UedrxmN4kU3GqXPyf86MtcDgkHYut3Col1zqCgNkZUJM493U7zjLYyuZjYlTAOLmbQhZko3uQiaTJCSgjkuBqtqQNMkoHL//Z3507Nny+Um0Ci6oo7CGrS3S45XdrZI1z7+WMjDCSfAhAm0P/IMFZ/to63ei2IxEX3qdIKXX8Obj7TSXOcG6mk6EI/pxHF8siDE4o98kKSB2URrfYA3/g0Np8zg6uE+rHu2gqqi5RUwd660ngGwWJzkzrqc6MfvITvYRHwwKA6ASKn55mYxfO32zs6Oh1hc9fWwq8TMP1wzmHnZILLNNRSkteBavp76Zz4nN6YFh7dKyl1v3gy//rWQGItFtDIejxyjrEy0Tn37ioE5aVKPXSxNps52Tz3hsGmVmCgJdzNmyHiramdPk+nTRbI4eLBEqb1eqKjAXFDAccfBwEwXVVsC6GocyUkNxD3wJ0JRk1ELClBKSyHQYTX7fZiyEmi2p9NuiCUYlEsYklJDIGojZSML2LDChwIsWB3N2afPIm3LQsxle+W53LVLviczk4DRxt4yIzlpaYRzC3Fkx6O++TyaomC+4kKs44bCs8+iNzZDe6sQvQsvhAsvZNu2zrw5vx9WbHSg2/LZsclH+bI92Og+aONnOTHERrO3xHBwqGhuFlaNRCANba3w0UeYk4djayjCrTohtvM4mgZaWCc1OUR1ihMMLmm0Y7F2zB0b9ow4Js4MUWofjrKmmuRJBWT2t3FgwVYIa3IcgwENAxazSnbbdib0788HXyYQCEjAwWqVaePz6eiajtlkwG63gabR4jWztzTE52scLHvNzF3XF5MVlYozYqwnJIDTicFoxJCaAMlJMGgQAWsUC5xn8OLbSeQNjeLyvMWU3fJPTGoYGxrhsmp45mWiU5Nw5s2kpbIOYqIx2wxkZkrgVtchLV3BXSNkdNxUCwX1S8QpUFAg0dPaWmHRxcUShs7O7nnyHoLCQuEYPaWvFBQc4Wuam8VzsHixhFGOOUacM9/GkLbbZR0aOVLCt59/LoN/aAJVVBQNMQU8/ECHnFU1gMMJDthXC4+vGsqfrvkt0W8+J/vzgAHSXmDAgINfscuVzn1v2fBX7D/4WmtDiCefMBPz7EVMCPiEMS9dKvNp0iR5npOTZZLv2ydrS3OzOJwGDOiUOX8NrNZOhcTatT2ryf1+eOcdCfj8oG2QcnLk59RTv75ahcHQ2WC4p5Lj39Xe6UUvfgR861n63HPPceGFFzJixAhMHSH6UCjEsccey3PPPQeA0+nkwQcf/H7P9P8aNm48nDBFsGKFZBV/16RITTtyoiZ0zwv5X+CoZab48c9PUcRIXbFCQgPDh4vhsnKl3KshQ8RI/gmV2Nd1Uc48+ZgRbbcCrV5Kt8PyxSpXX38Rg0Y2cM8dAczpURx7SRaPPBDGGzTQ1mjA0i7qnvh4uaxIDnRLi/Sb2bkTrp5QRVSEMGmaWBnBoGz627ZJRLSyEvx+PLffy+5VrYT8YfAH0P0BWl/8AEvIwKnXXcb7/6rA26YxepobLS+fL77s6PfickFGphg6wOdLNI772yz67dkKM2dSbc7htdc6r9nvh8c+7cfZl92NSdlFTGYbhthY2YhBoiBVVZKwlpoq9/SQDT2isGxogNeWpDJ2SDTR8/+Gd410xzUkIPNTUeSAe/YIQTzhBCGQ0dFi5LhcMi7bt8vvmzeLkXkIMjKE42zcePg9VPUww/v5oa69u0ZvxAh0ux2lslKiegkJ0nj1k08keQZELnT22QctI0WBrKbNZD38a9B1wkNH0L5oIWqUGTUvGyXoRzGqHZ1MTZCUiLvRSXNaf9rWi223fr1CzpOvcsnxYznjjmPwOhIwpyXiN12INrkI7+fzsE2diLJunQxkSwvtDiftHpVQbCLauRdg2lmCVnEA/zMvEIyOpvLa29ACGvExTmJiLFi0sBjIqalMHX8qhFR27TORmKBzbL9K4sxuTrzIxkf9Clk5twlzRSMKMP6URI4/zcbDL4qEubi443H06j0anRmr3mHyrDv5+OMgWlw8lHdG3cOKgfGx26mbmcG6jdnSw00PQUoyaQMTGT7BxserjPz783qoj6HwRJXTL3Hy5m4r1Xs9Bx9A1QDn/cKCZe5rFJ72CyCBtjaZGn6/GK6aBugQCisEDSYys3Rmn6iSk2Mmzp7AiTeaqYpLItgUS9/4MFbN02nwa1qnPs3jwZ/el8QEIzNmqUwYXkvbnz+CYIigAgarFavBD2GN4JPPc8Lt03l5QxRqWjoYDMTFyfm0tsKUaQZWvmHnsquCTIjdREw4JElECxfK83LeeeI9OYS4uN3iXFm1SojRsGFi80eUazk50v/6UJ9gXJwUGDksCNHcLKX7ly3rfG3nTnme//jHQxJPvwFSUuQgp556sKVAICDDFwyC5Zxz2F0Xc1j+38FDl1gpSxvHoL/3FVlsXNxhcsTPPlfw2+KgvwXa2sURYbOD00FbjYvQfY9g3LG18w/Wr5fF9sYbZaF94YVOD0rHc8Dvf9/ztQaDshbZbN2IRTh8dDX5jh2yvv0oqrdvWt7PbpfI/bBhckPs9kM08r3oxU8b34o06bpOIBDgww8/pLy8nF0dnsaioiKKumhYp35d18ZeiBvySPD7v55QfBMkdPQzKS3t+f2RI7/7Mb4LEhOPXoHnRy8JhESVbr9djN/Fi2Vzi4uTc339dTEobrvtMPnV/woVFR37r2KAlNQOCRdoYXjx+TDX3VuMx30Aj5rAug0GLv+lgQ8+EBvfZJLcrtRUUbQciqVfaMzMUBgSqdnu83WXUi5dKtXt6utBVWneXkModLiWP/j+PEzDJ/PH8yoxlZUQXZDKl96zCWXlgalWCGowAP2KoLmFcChIbchMv6uugvHj2bLaftgU8Xjg+YUZnD7VSs5bv8cZb5Ha06++KoMS0SFed10PTXPEsEtM7JTM9U9uxL9lNwBWW4eax24Xg6WxUTLRk5JEZzVxouS3gZCcpib0pCTCE6bgX7ER16SzSEoxdHOc2mwSWCkv76KW1XWUNhfnz24k/52XoLoUpk7FN3MOWw7E89lnNpqahnPyBY8y6JJdODx1KHffLeek6xL1C4XQFy9BnzAJFcR7+49/yIEyMjAQxu4AfcdW1HPPQNu6jXBJFarSkY4WF0PO3y6nOjqPQeUyHqX7Uxg+ZRDBxV8QYzKwzjCdD3+/j3AY0tJzGXvq7RybayT7bzm4Hv43Zg5gMFqJ7pMI11/K/a9lcNbsRJKefIl3liUzqe0TfFUSdmhtUHBEmyko0LH5fPD884w/xUPKll3EnDIZFai+7yXCrW5C0XauungqV710Knua+uH3aGzYbuGuxxQMBlm+LrusQ0rqSBTd0ptvdrPU1Z07OGV2GfuVaSzcGENcVjpaRRUms8K11xtIf+leMoYN4eIbb+Ttp3XczQHUpgaOmZnNC08HsZVvQ01PRWl1sWd1E09UwG/+ms+aN/ezr8xISpLOtGk61sVvEti2F07R0JubsbT4SbeZGT8uhrgEA3Y7eNxy2/IKDZxyis6LL0JytB97QzlqtJ2ZZ6dxwu230/7Qr7Ee6KikkJsrE3XECCm7aLFApp/iT//BgIYmTBvNeEdlEzs4m/3PLiEQALMjCtXrIdTcxhDTVpquGczCZVYCwTDuNg2vR+PyS1QyUnR+80AahUvmyph9+aUwIadTHpBXXxWPzG23HXTgtbVJkLBrMP6zz+Tt3/62s2LgxImdPoTaWok+DRhwBOHA9u3dCVMEdXWyMB1NdaHr8rlwWPa7SFjFZpO1KS8P95tzKd3USjg5jeAJp/DhphHENyi43UeW/LW5dIhxy3rX1iYn3vHdgUCkDLoCdof8dCAmBtLLFxHcsBXjoVxg505xNHUlTBHU1Mh4/+53nTJij0cGcN48WWNzc6UKRnGxSJHVo/ONSHT7J4mu4bJe9OJnhG9NmgoLC9m2bdthRKkX3xJHK0fakWT6nRETI97Cv/+9sypQBLm5PXrEf1Tk5EgppYULD39vxIj/XfnRvDwxlHfvFoO7q5exqUnkk7/5zQ+se/hmOHCgS0AuOhry8qHyAPgDuNt06todUJAPTielpWLATJgAp5witvfkyVIyucdULR227zExJDZWvMGH5nz5/bIrO51oDQ20ujqyjlUVDCpEmum6vWgtrfhCfhLXfgrH/xmzhrCTnBxITelsOGy3Q7sbS2xY5F/Z2ZgMMSCUgOhomDiwmZzYFjxBEwVR9YTKq8GFuM/POUc2Y1WV383mHi2H1FS44QYpVtbaCoGQAcViwhz2k5cLZhPy/ASDQsLsdiH3H30kTHPkSIlAJiejZefSntGHfY8uQZ08kefvN5CXJwGgrv0d+/aVmiybN0uKWJyhjWNittNn11ysuzeDzUaZpZB5r1u59+EwGhIZWLs2mSFDkrgz/SmiulQObDrpYramz2TxhgS8f49l3FlhRmZpZAUCwoiqquDMMzE5LOh1legPPIh6xRWo6CglJSjZWTB2LKaiAib2MzF8NDz7LFicJpJOOwGHdzsr8icw934P4ZAQ5zYlljeWpHLfP9v4210jUQZGUTDdQzg2gbiiJBoXvkmcLYmnn1M58Yr+lGwqZZqtvHMQFPC4QjS2WMhUmqCyEtPJJ5PWuBXjX+ai9x9AwrRh1L23EjsenEs/xqo2kXjDDfiNDjLyZc46nSLzOmh3GY0Syvv976VPT00NLRNPZG/fE9hYm8OEUxIYc4qBsv1pJDtjKI6vpnDnR2gzZ6BpcNqaWxk9Zxw1pGLPjOfdjS04XC5oc0G1jp6UDKEQvqCRVW8f4NrEtwipLkw+F8qHzTS4bdRkJ7N1P7B7D1o7DB9r5aT0PWxTi/nd7xw8/28oL1c440x49B866UlBLLVlhJpboLGZT+6rJv2BIiy33ktiySKRLg8bJv8uWiQE+bjjUO9/DIMewmBUUM1GjP7VWIsGol8yhf3/XoKu6TIeCsTW7+WyojYmHz+DjeuDuBoDGMN+9n/ZyIHPNCypcVx8w5Xk754vBKV//+4RjdpaibBecw2oKjt3didMEZTuDTL37TBXX+RGSUhAVcWv1KcP4myprgZPEOrjhJmvXi1kp39/WUeczp4bWq9eLefQU7ikokK6Gi9bJt/Rr59ElwYNkmc+NpbmcbP5eP94KPZQ2RbNV8sc+HxwfK4EtouKDq9poQQDxDQdgH/+Xp41o1GKYFx4IWRlYTIJj+2pf9SgAjfWLxf1XFI9MVEYZlubfOeh+8f69bKg5+cLM/vwQyFSXa935UohkVOnoiii1N20qYdjIQrH77ldVC968f89vhVpUlWVPn360NjYSJ+fiKf9Z4viYkmubWk5/L0TTvj+YuojR0r57bfeEkmVzSZW85w5P9yK6vdLdGvvXjGyCwqEAB2ajGs2S2Ko0ynEqb1dPjNxovS++F/mD61YceQKUevWiWfwJyDT68aFVVU25ugo8PlBAVOsHeI6d3CvV9RlQ4q8zO5XQt7qzVwf5cM/vJj1rj7MXx3X6QRVVQxxMZ1eUbNZyEOEpQ0dKgaN14sSH4/RaoB2JIneajvY/0QxGQlb7JiCFUKGCwvJ9kWmvyKfDfhh7z5obycm0Uh2/V7JSVi5klHX/QGrdTj9cryclrYS9d238O89QJLTRv5vT8Fu9AFW9Kho6rQkdK9KYuVGjCV7xOg8AoYOlWJgu3eD35dK/gXHYFu6sNMQj0hHFEVypp57TubzihVybbNm0XjqZVSX+PCWVGNNTaJ16GT2zZVHzeWCm2/u7s3OypKfE6a44R//go9WHnyvbNolLKnsx913+vEbjWAyUFMjPP2Y4X6qF2/HkpWPubqc5uln8nTViSx/RwNjAEyN7GhK5YNoJzf+8ilsOzeQsuMLYnfvhgsuQHnoIRRdh6eekDmSlwcnzcH3ylvox3twJ/YjMRGmDm9hatVcGu9dhnrd1XzyQjQWUxPmKBve6BR88bGUbw+hhzU+mWekEDPvv+jCk5uILT2av49J4NicvazNGMb8BSquZo1g33xgLQqgoIPBSEO9TnK8BXNGBmp7O3FWD2FvI6HVS0mdcgyxg8w4jAF5BFevhtJSLMXFYoQfOCAW7+5WiUbn5UF8PLXOAnb1vYy9515MbIKKrul8/I6X+nYHvo1m9u2DM0+HKYO8xIWDqK3NtC/bTGy0jlpfSvaC+WT5fNTN+QX7V56MQgJ6OCQOg6QkSExA0XS2Vzho133Erlwia5eqkpiUjPOqU2ms1rn0CgOpCQHsWz/D96clDJw0ksQLbiH7DhvR0Tq7dkK/zHZCe0sJuH0oioJB1dFDAT5+upJBf08SbZXZLOvoG2/I+llUhLJiBVZjCG1fKXowiB7txODzQk0NmffMovJ9B4q3BUIhTDYDUYNysPbJIK1+F4ENq7E2VZM8Igv9xASaPlxOoN6MofRMtOUrUI9UtXXlSinHlprK4sU9LEAtLVBdzbKyICfbD5Ae45aCAElJEl15+WXJV8rIkJDTe++J90NVhfDU10s58wULOqtURBAMHu7wA1l///53GR+/H+LiqLXnUbO8DaWlhbQB8SQldQzf/Bggptufu1yyfHs8hxS90TUGptaTs+6dznUuFJIxaGiA225DiY9n5kx56VBYDSHinEHMhyrvA4HOvb6qStaPlBR5FiP7TCgk1wud9/1QhEISqerXD9LSGDxY0nBXr+7+sdRUMSN+spGmXvTiZ4pvndN077338pvf/IYnnniCgQMH/hDn9P8HsrLEK/rkkwdzObDZJFHy+OO/v+OYTGLwDRgg1pfJJCvqD1WLtL1dmoC++27nZqeqoo0/55xDdihk07jkEsk7aWsTQzUz85t1P/whcTR5ZCjU80b+P0B6uthW3dLjzBYwW7BYIL9AnLld+6aMKnZzSvgdoh99G3uqjroLFO+7HDNmMAnTr+PlRRIeURQoHhcF6zuWCZNJDJ+9e2WuHnus5B1oGkpiIskF0bRs6sj+NhnB6QC/H+uUMTRHJZBSnAf9Z0NcHGmI8/qhhzrspLY2aG/HYlO55iqd9HUdzWv9fuwfvc41F/cjfttSAvd1NjrS2r0Y21sxuJrYf9bfmLcpnVUva2iaztCRQ5gzp4Wi7MSjjl9mZkQypELxSXBgqxg1EdhsQuD9fgltmM1gNtM49Fjmu8bx8Z2JVKytJTq5DzN/cSxRxs75vXat2D49BnTr6rpbXSNHUqbmY7Qa0HVdjKeOJsyBAFTVGwnYYvF67JiLi9laeDLL30E68ioKGIx4AypL19owqOBsziHkOZcLTnUzqrAZ461m6SkTCsGgQYQHD6X+1cVUb/WiJrv4TylMmawzqWoeO195g1AIqlaUUnUglUBUAhiNKHGxeJt8aGET6Dr1tRqD+xpBUbDVldJiGURT//FYbv4VU+76LRv3D6W6Elr6jMIZNRfd45MqDYqCHtLQFRVOOhm2bUMJBDCqOkYLsGk11sE5B135fp9GcH8dzdHFZNR8hfqPRyQ8GEFREfsuvIPb73eyfr0Vtxvsdp3WVvjtb6XNQEMD9M3xs/6dCkaaXURt/Q+GqBZSqjdijCo4uB6GDWYsgTbsSQ700o41ICYGJTYWzR9ACfqx90/BfPGFUL9XZJADBqBd9Ut8z75Jn8oWbDEmTH43e/fooIH38zUkzdyGpzWOwvYDrNqUi93lJ5Qag6dSQ/MHpGCfolK3uwWnNUrmR0yMrKfBoEyiY46BBx5ADQfRHTb0lqD8ncWGwd2G+uknZF0whZZn3iYmSSX9xrOwF6RBbS3t1/4draSd1Owgylv7wGEn6eZb2P/4fHx+F3pcR/GUQ61sp5OWoVNorItC9copRSrgAzKwHTXGvUGFUFCT6MjevbLe/+1vnfdq0CDpVBsICHmKkDRNE6feMceIQ6or+vXrqPRxCDZtkkWtpoZgSgZf9v8lLz1rpKFBgfhakibEcPGlhiMWO127VtR7K1Z0r2o5sI+fq4u34py7/PA/2rNHqmjExzNggHTseP317upyZ0Y0sbFDYFGXhKlwuFMScNNN4gwKBCRyFAzKAhRxeEXGpLT0yLL1piZZo9LSiI+XNMeJE0VN7vdLEcHhw3/cGkq96MX/L/jWpOmiiy7C4/EwZMgQzGYztkOiB009lbfuRc8YMEA691VUyGoXHy+G2Q9BGJzOH6e/0MaNsgF2haaJcV1QIHqCQ6EoP70VfsSInnX2IPKJnjby/wGys0WR0pNT8pRTRB5z/fXw2muSrqBpcELudmKffIvUVOEAWZkSGfGv3kxR30Wkpl5ITY1Uz84rdkjt2g8+EHemxSKuzVGjZPOPiRG52rRpOPP6kP77f1C10wUoYDRhHVmM49pLmWSpldyFvXtlbPPzGTfOyd13i51U+kU7OWNVRuY10GfVK9DactCQNe7ZxcRLy2l+8g1qrBAMSQAoNRUsZbspv/Eh/nqfnfq6Ti/1F/NDrN+Zzu3H5NBVRFxTI8GxkhKRyRUUyOUUFoKSkyPXunGjEJpI1DOiSeowaAK5fXm9eQbzPwoRzo1BL4ymRrfxwLNWJk0SldjmzdAvz09S3V4Zt4YGqZI1aFBn4ofBIDlRI0cS3LGX9M/uJzsrjX/fPItX1g9g/hoHmiY212dLjVzxq5lo722AvDyWLLeCp7HD0DUQTklnb6kJr1dn2XK45oJ4lrxYyX3/tHLHI/0ZsuxBmSzZ2YQbWyh79KODxqJaNJB9q2FkehXN786loFDsYL2+irTEIA0lbZhNOo54O27ddrAkdE4OuKo9EA6j+LzENu/HlJRF7jEZtL79JqOm9KVifpBXXoJrbroBwwv/JlDZgIJCVJodw5wpoGhiBHZd84JByMpCyy8k4A7i1cy4tFjCZQcoWVeDMuRUUqs34Ni9ERQFty2Bp+5qYP0mG40tBmJioL5eoa1NbPQ//AE+XaRhaqjC5G7iy1U2Zo6Jx5ZTiLJ0gRjDOTlQW0tYV3Gu+4JZN/yep247AJmZKBYz2q496DpowQDHn+fAWn9AGue43bgy+tHotlGfeyxNA3NAUUjRashP+pjaTbV4bXHkmavQn7iP+AEJ5MRfxpbyFoyqEWdePm2ljejBEIpBJavQTIyng7S3tUkU7YorxMo3mUSy2tSEITkFJSaTQIOLQFDFZndi9LrJmd6HDNtUzDOnoRb3F+fPHXcQcnmJT1AwVFUQDoWg1YX6/HMknngajZ9uQD9vMFSWd9sjgrmFrO57If9ZEE/5ZzaMZlmmTzhBUp08Tb5uDob8AVbiGjo0a6tXi+UeyYF0OOQZ0HV0gP37CStGgmYn+rhpNMYUwIhRJPt0LLs2C2EwmcRhEemXVF0tZNLhEIawZw+Ew2y56GH+8Zcg4VCH50hVqD/g55FH7Nx0U8/rZiAgNSLuvFOer/Z2WcpytGqi/vzEkZ1iFRUwciR2uzSbHTRI1pPmZllrc3MVzDXTYdUyuX/Q2ZzK6ZSFJjVVFiCQ60lIkGs644zOQjBHKrMZQRc2GB8vktVJk3qs1t6LXvTie8S3Jk2PPPLID3Aa/x8jJubw6MvPFYGAVPY6Ej76CMaO/ek2h+2KgQN7LqJhNIoH9Rv0K/kxYDLBySeLSumDD2RvTkiQ10aPlvczM8XBWVEhm2rGy59iyepsDhvbUVGrvgH8yz7ljGtn4shLYciQDnslP18KKpx9tmzmSUliVEyYIAdITgZFwZiWRvILfyd6ewmuilaCienE9EnE+fpzmLdu6Dzpd9+FOXNQzj2Xvn2c9A3tgD1vi2zn1SrZ9VNT5cdoBFXF5GkjWWkgtr8UuTAaO9Iu2ltZcSCb+nAYjK7OhrsJCbTFpDJvkYmCIlEAffqp8Pldu8SBffzxQiQP7PVy/okusvp0NFjMyBDLMIKMDGl+sncv1NVRNvYCPn3YBVl5tOs29tSZRJKI1Iu44w7wuQJckDgP053PQ1SHAbRsmVg4f/iDGOnjxomxdNddYHXiqU8kprYS/dWvuOKq82nwnsmS5VY0Te7bvAODKZx1PKGKzXh1i1QcRAeTmXZjDF5XAMxmAgY7BpsQyFBA58N3Q/S77hYsTz0KLS1426G5BVDAnJ/JdsMAfD6IV1uo2uViQH8ZH2/zBs45dRZlO0DRwiiNDdiTCqDUiynaxsRx7XzyYBDS0sFiwWHXSbO7sNz1JxzvLmBkWiWLhhVQs6WCh9/MYOYpfyY3ugmrKUzsxHSqn32F5MpNWGyqEFSLBd3vRz/rbLTPlhL+4CPCbT5Mqam4bhvJG59Y2fCyAwJm+o88nnNPmsjwtU9TnjqGDf+qIyYzkUacqGqnk76lRTiZRffhr6sHvx9vfRjN7Se8v4LyRz+mZrcLLSUNu1MhXFFJVLKdod69jBwfw1elTrTqGtraFHQUpp8Uy4i+TXDXvRDw4/NDefY09s6+npc+H0v9phowGIiOz+HiX1zH7PgXMWenoL78JImGIFXLmhl/WxvzjAoEg6iVZURlZhCubcCshjjtRJ1kU5s8V8Gg7A0LF0qRhnAYRo5EmTcPqqtQ09MxJ0RjdLWjGgwoEydgzMnEOPt2XG0Kra2QvGc5Fo+H6FgFfEHClb6OJrcK4fIqHBmxNLvbUZIT5VgRsmCzsa7fBdx/r45WkABRKqGQBHdWrRJxwPw3/QflZKoBzjgpQNQXXXRiGzbIOunzSe5qbS16KAQmM7rDgaYa2HP8tby9LI3N6wIYFqcwKPMczjzxeIrrPxfVxeDB8veffy6en+ZmqWLaEZkOTJjG3M8dhEPuzuMGAqDphEIS4OnbVyS4hyJS/rzbUr7Ne3QVQXQ0lZVSA+ezz2SeDRkip3owxTuqjxTPeP11yVPSdVkrjztO6oBfeqlcz5dfHpQW8otfCPOJICfniD0K9AHFVDn7EiqTWxYbK68ryg/YzLYXvegF8F+QposvvviHOI9e/F+Az9dzI90IWlvF6/ZzIE0pKVIOau5c2dx8PtllzzxTkmF+Qoj0FBw9WjymTufh6WAmU0c123AY2hu7vad0fIfTCWGjm76TghgOTdcyGsWw1TQJTylKpwe4C8x5mZjzMjloh7z6KnQlTBF89JG4aRMSpEHiMcd0eq01Tf4/erTkJFkskgMweTLmdeu6JYx7MvuwYmE7OJOE3ITCQpo6cpE2bBAF1ZNPSkRrxw4ZglWrYNcOjUf+4iLrg3/S+sFuUkZEYT7peNG3JHT29KGgQIjOZ5/B/v3U54wilCJVu2wxYFGT8euWg6fe2gonDdxH+J7nsfU9xOhpaoIXXxSjas4cuPxy8Pkw6ToJ8Ym0uQIkplhpePEdLvjtKD5d1g8QrmVKiKZ+zInEjurL+K98bFvQCEYDusWGId5CjNVJa8jIkOFGan1x0M8C4RB7/WZco3JIirHBK69gqiuhIAHUKZNomHUBC9+S3MaAYgWDEX8ghMMBZvyMPvAeV994Fv95TqPNaMLuaaDP4EROPUVn8zYThowUpo1wM6KolpysMJmOaPYbi/nT3qsZb23iqttj+fiDJNZ90caLCwMMG1/A6edbMGpbiVm1kHBLI7rTgJKagp6VTTCvD/rmHXj+/ZbcSrOBuuv/zl/+6Mfj3omekkZ4fxlbV7dz1zaVO/54GUEfBHw6ii7GbiAgcznSJ6ihAcxKEH9HefiiQgc47LzWOJ4PbwpQnziM0gNGnE64/PJMdr1WRUFWDFfeaeaEr6pZu8oABgPFRUH6ZTcS9/dbYX8Jemwshqw8mo6/gKf/Vo8SH4OjOJtAQzuupjYeeyBI1t1nME5dAwfKiHKmUb3fT9L7/+aG313F048FcTV6UQ0KFovGicdrTMmvgvc+EwN68+bOio3p6TKBr79eoqDt7SgNDRgKCzF42kS+FxVF0BbNymUKb78tQYw/jPYSX6UQF2sh0BhAQ0Xrwgl0f4ikTLNUg7zuOmEXK1fSVjyGN5ckohXEQ1Tneh1ZAgIBOOskH7nTPTjtYVIKo0nauqi7rDmSzDdrljyAJ54oxEkHVJXSK+7lb/fbcLW78BkcWE2xrGuKY8eHOnfePZJ+xR3myfr18PjjndGVYFA0xx4Pbcn5lC09hOREx0ghGsRPcdNN0k9127bO3tDFxXD11T34vrKzJWTUU5UHux13eiH33dcZKAJxxqxaJUHq/v0R58q8eXKw44+XhfeTT6SgRigk//bpI5XyFKWzBHdX5OaK46Zr1Q2DgcpZl/Jh43iW3hmF2y0OsbPOkmj5oSnDvehFL75/fGvSVFlZyTvvvMPuDtdNUVERp512Ghk/SjOAXvykYbfLYn+kBhiZmT/J5rBHRFaW7KynnCKbXXz8N2hL/93Q2ChGntEodtK32Qijor7B8BoM4hqNNCbtAkUBY342xB8S+ayoEKNq6dKD3m5mzjx6BUjoDO8cCQsXioTH7RamMW2ahGpAEgbKyuDuu+U4kW6Z55wjJLYjqVrVwhhMCjiduMM2mls623/ExYnN2dgoZMnj6XQim0yQbGziP/dVc9PwOAJVrXijWjE/84yMzdVXdx/MujrxElssWBJqoUHkZObWOvJSothbZySkyWvx8RBXuoXsbA2rBXTA5xWnsqaDde02rBWVqKGQXFdGBrS0EB8TptFjIyZWxWoPY3XvJjm5H+npkv+1ezfEeypx33AzQy/4Jam5A6nZ54Gwhu4qJTUnD81vY/YsnQXvtoPBCM5Y7Ekq5ljE5T5hAvrQMfiadZq+KsH/xb1c/cubeHTpUJaXZ3HW+BGoVZ3RAtPOzUyNqaP45pNoHlSMu03DbApgMmlMiC8h+4wA6kvPo7y2h7hQPXhcpMw5m1kDb6TGmMWZ50C/fgbGzrRisYhaK3rfSlreep7oq34FXyxG27sJQyBAaNYJhI47keD1v0ZNTUI1WQn2LeaTdam4Wtsx6iEUdBSjEVUP43FrvLckhovO07A6jfgU2c48HvF5NHaoF9PTdA5sDIACFruBE6a0s6p6DG+94MY3pJimBg2z5qOpQuOhu1Ru+0syHz1RyaRBdfR/6Cr6KgZMs6ZiVtMwNFtQDlRAUjKoCsHCfixYpKB42sHjxpBvweJtxpSbhq+yiQ+3Z9D/TAXF/B4W3U9evkL56hIGKY9y75UzqTJkEc6DtPZWcm21mFctk2dt+nQhTqWl8mCmpclkXrZMjO1Vq4REpaWJPDYnB+x2Vldm8sG7Iab1rcbSP4Q9MZ7aOgW/z0B6vJWgw4S/PQg6GBwWjLFWKloUHA1+HDHxeM+/Gscpp9Hc4mT/ChtEHa71cjigvrSda5JeJPzOB5h9Lkx6QMLbI0bIeRkM4vSorpYCDzt3og8chD5c3tcHD2Hx2hjc7Ug+W2E+LT4rSVEKHg3mL4I+/cDgc0sE+tCqnWYz/Pa32KzxxOyLoq6sg6xZLJDY6fCIVFn84x9lOXG5hCjl5HT33YXcflrq/PgMDpIvvQrzQ/d2T3ayWuG661hTnd2NMEXQ3i7FBwsdVZj++tfuzsNZs2QdTEmRNUXTZI3ZtUsWi9NOO/wLbTaJ7OflCXFqaaHh2LN5+Mvx7KqKkkbMyNL84IPSF+u44w7/ml70ohffL74VaXr88ce5+eabCQQCRHe4aFwuF7/5zW946KGH+OUvf/mDnGQvfiYwGmXlXr368CRWVZUkmZ9bb4aIwfIDw+eTPP3XX5e8G1UVZcoFF3SRfXxfGDdOvJ1ud/fXVfXwqoWVlZIYUlHR+donn0gG9e23i0b/SIh0lDwSWlvFqAJp+HjMMeJxraiQv1u/XoyGrtbNo49K5vO8eQBY9+9g+rlXsvYZByX7O9UsLS0yjiee2Kmw7Kp0SYr2o9RUU+Ewoxw7jTS7D2p3g6dGyOHMmUIuI9izR77A6yXLt5ukjCHUVwYgFCa6sYT+fYpp86tYzTqDBur08bVhiwEtrONr8RJscaMEQyhWO/VNdtgXICNZw2i3C8NLS8OmKPSJU2hqhnYPZCQHeeghIXjvvy+Ez5q2G626lrSX/s5tV/6Fj7blsnJpGENYIT+vmVsuiebDu7cS3NtR1jg1leMvyiHGqMETT8C2beiOBPzRBTjyklFUFR5/mJMvvYdXP0vn2NMupO+XNVBThs8nt8KbZKY2YSz33mamulIjN7GddKWaCy6PIe7Nv2BavhBDajK0NaO3tWNZ8BEnHWfmQdufcLnsrFghMqmMDDh7divuJ17C7qum+tm5xI8pwnLRSHTClHy6j7ihbvaVOjDEDkKfMBF18gTWv51JMK4BQ2sdSjCAajUTaveiADs3BVGPrWX2JeN54DVZW3RdVFyFhTJ1/H4draGZ/EmZXDi5nOTKDTyyZAb0z0etryW+oR3FYiGcnUR9m5UNq3zk5Cms3mimf98iTAnRmPbuRH33dZSTToDaOklkSU7Gm5pP1eduCIfQFQM6BrSQjtJQj7G4P8u2mDllagJKqRmj3016loH+/XR8zXUkfPgCWXYw/P43qNu/lCSb2lp5Dv1+cQ4oioRILBYxugMBkaklJEhSzcyZ8NhjoOsEZ84mtKmCi1veJvDgSjS3F+N50+l7Yl9aVuygpNpGTmYGjgop3MDpJ1CxvIS2NoX6vFGs3JfPe88oDBiQwtSpYLX3XAUcj4dYVwVWKiHaAHWNMjlffFGs98REibAMGCDP+CuvSC7Tm2+iX3c9Sn4+LkcaG1YgBWMyMnFb4mltVUhKkkNs3izPcIK/VSZPBAaDRG6CQVi9GrvDwezTZ/KPhr4yNmaznEtHOe/Zszu3nB4LsrS24l6+gYZX5uM60IrWp4iGY2eQdN09pDZtx1BeKmS1uBgtJ4/5fziy/m3jRqgb3kTGoWqL9eulq+/zzwvjjCQdWSzinOnal6ArYmKkQNLYseD1sntXPLveNka6L3TDm2+K/6lrb+xe9KIX3z++MWn6+OOPuf7667nxxhu55ZZbSOswJKurq7n//vu54YYbyM3NZfbs2T/YyfbiZ4CBA6UBzvPPd3rbYmOlVNFPTNb2TRHRxns8wicyM79/7fiaNdKTNOJQ1TTZhMvKpABVdvb3eLDCQqnc+OKLnTKU5GQp/z5ixOEn1pUwRdDSIuTpV786cuGSuDghPdu2db4WDkvEqL1dMpcLCsSa2bZNiJjNJpUt7rtPjIuuvUycTjmWwyEFGhwOmDCBImsCMciuj2wAAQAASURBVG8ph8n/s7PlFCLROqdDIzE2jD9kINoWwJbkxNBQg2lHKdFzX8FxykzIHSRe4R07upOmLlLE5A0LuebyATzwkAFPm8gBbZqb2HAVN14SYPRn76H0K4JAgHCTi8C2UvRw58nF9S2gxmClRXWSOGuWEMcdOyAYlMCTTQy92pyig30tQYZK27kb1aCgeD3kPPprfjmgmNPPmU3AGYu2aw+7qy+grqmjq2UgwJjCBsZpFQSq+2LyBwhPm4G5pZnMtavR2j0woBjt0jOIMdTxri2dqIE5WGbdRriqmpovSmhrMdIyeBLXXafS1uqhb5FCcE8pZcEgDz3q5M9nnc/Iue/J+fftC80t6NXVqF+tYfa1Byg7qw9nji3HtnYp9rLtFDbFwilDcH9lxrijhH1zd1D56Q7S06GpDKJa2jAMKKRm2gW8+oaRxEoLtS4j+9pTyM6II9rsQ/MGoF20d9ZoE8YYB5OGW9ntVvj4E5leoZDkZV1+OaTGBbkgrZzUNIh+92UqCqfSEIyWYgR+FS0AuH3Q3EpKVgb1rckU2DW+3BTNBVeejW3nWvRXXkCJdaLHxh3MBcTnw1a1j8T0cdSVeVEMCmFUPH4DFjT8De0k5Eexc4+BYdPG4Xt/IeV7NQr6qCSYm6Sf2qxZ8MzTMv+9XnFkDBkiN/3uuyXXxeGQ5629XSZ0MChelvh4mSjnnw9796Lt2k36iwtp2VwuzaL9Aeqeeg/TNSeReFoida9uoNKXQNqgeJQxo2gOR+NevxX97LNZnjuT3ZtjqKoSZWx5uZzG8h6KyNHaytSRLljUkVTTr5+s9W1tImF96CF5zWaTh7CwEGpqULw+yVMr7AfHjsXckAsmBb9foanNjK3DNxIp4qdpyHdERXWyt4kTxeFTWirj1drKqOQ+zB57FvPXJ6M1NEFhH1SDygknHL6ctbTI0MXEgE1z43v2Ffb8Yz6BSA2ZXQdQl3xJ1W9/x4Hh0xhzWeffKl9TZEHRwyhVPags6uslqnTjjXLvqqtlTEaP/mZN0jskBNs/PPJH6uslMPaNSFNbm4xfU5PMrZwcDrLVXvSiF0fFNyZN999/P7feeit/+9vfur2elpbGQw89hN1u57777uslTf+/w2gUuUj//rL7aprozH6EaM0PgaoqqUy3fLk4fx0Oce6efHL3tJfvgtZW8RT2VB63uVkcld8raQKxiO68Uy4wFJLd9tCN0+cTqdCRsHYtNDSgJaXQ1ib8plsg0W6H007Dt3EHPreGFtYwh3zYmioxGBTRydx1lxhYo0cLQYtUmqqqEnZ6aANIm03O67e/PfhS4yqYPiXI+FEaX34RJqwpjJlgJC1DpXJ/iLF92hhXGGb94haUZj9hsw27Go1WW8OAYo3E9QswN9ZgePUlicKNGnU4EezXj/aRk2mNzsLqb2XUnte459fHsaE6jf3tSWSayxmR20ThitdQ6mol1ygpCf+KTejh7jfWdMv1pG9bhOuLjej+UhSzWSK0O3cebD9gP3EaC3bnHSRMkdvRaM8gMycNpbFKpIZbt5G6fTuKyUiosAhnv9M5dQ6EY7MZUhzEYQjw2gcKZYuimTP0EoatfhL7ppUoe3ajaiFYuRz1jf+Q+9QTvHybBePa1fDo52gYUYun48ocyKtvGHC1aqQXOgjVHcDnCmNUVQzuEO8tiqL/pOOwL3wf6hvQY2MJ5xex56w/s3BDIqZgOxuXtTGufx6+NasIf7wKc8kuEm76FSUNQdSmCjRNZIuBINRVa7RfdC33/aqJUNBPfXWIqZdrbPhKZ69HpWhwHLrJg7lPEmgax15hY1u4jdX/ruOmC5v5w6lBmsKxlIfSSUtXcDgg0R4i4cASmL8Vhg7FPmUU8R+3U63rqB23WVcUdEUlVFHLgFMT2LQ+Ga/BhC+7kOi5r8l8CATA7UZPS0NxSRlt+7x3mXP9uexYCXp8PME2n5Tk1sDga+eEmTY+/GcT5kvPo9jhJDjvU6pbw8T0s2OcPVscBjt2iCG9e7c4FS67rLM090cfSTTiiSdkMaiokEiLySSE6z//kYXJZsNQeQBDxX7w+LtF+isf+wD1/Ik47r+D8m0utnuNuMI2oo0emk85nZc+zyHfY+gW0N29Wx7J8vLDfSZzjgvQr+qzTq2rwyGOsdxcOa+IpyIclkXNbBaW4nKhtNcRKG9A2bSTY0/7F0/tyiZkT6Ct3kB6lsjnamvl2E8+CRMmxDHi3CuJfuhOOU4gIOXGBw2SRB6Hg5jt27lYfYbJv/klO/UiFKuVoiI5nYivo6FBlI0LFgj/ysmB38zah/+NLoSpA5rHj/WNF9mm9KFfv9iDdZoURRTEW7fSI0aOhOSWHipOgETsv/wS7r//v944ekghPQhVPXJbwW44cEDyw7Zs6XwtJUUIXW8LmV704mvxjUnT+vXreeqpp474/oUXXsg///nP7+WkevF/ACkpP/t25C6X7C9dO667OyT2Xq8oLr7RRtUTysvFMmlspCV7IuV74sHcs3Rx40ZJq/reERV1dO2fohzVtarHJ7CzKoZFb0g18QEFfs4evoe4ncsxN9VBcTGN2UOpPet3hJ55Ed+uUhRviNQZ00m+ZDaW994Q42r9eimw0bVxbna2eNJ7Qnp6t18DLW4+e2wfUSlWhg2KQVF1LA1+RiWWYd20gJT1FVys2pl16mwW7szii4WNsLmMmME5nH9GOTH3LsFk6agmuHKlsOIuWh6fD9bVFfJuycUcWFFOVKyBWTNHM8W9idNT9oFWLfdzaxdZzs6daKefiRIwYv7iCxSvB7KyUG6+Ef2zLwi99QHGPgMIplgwNzVJmPGaa2QMxo/HNn48U8sdbCsVIxLkX+2CCYTXz8VtsqFX16A4HYSi4mlqN2EomkbltiCzUreRvuo9Pku/j3vuDxKqc2Me7sWWup9dH+4mJ8VOvNmM5glhUHWU9laU9jbU39wsuTJGI7pmIPaTz+l79S20tZ1PTJKZ1hYdq6sddEV6SRmM7N8TpHFmMVbzApS2drSx41gy8a88fnsIXyH495awrc1P+TEJnP3nO9lzYC+xnmoyty4g7bhhlO0Vi1zXIT4OGtMH8NqSDHRHAFra8LjC+GtbmDYrns+/tNJQHyKm3Ye/toVhMxLJLzLg3d7CKa73aL58BzFZYfrnRJM55UQ+KZ/NB5/HEB3t4LgJv2dK/mISP3iOhNxc5kwp5OntGkYFUE1ougEtrGMwwtThrfzneSuTZptpcluJbfFgyMvH4DDD2rXov/4NPPYYSm01tLczYvfrnHPTlbzzeTxaeR2qQ8rin3mlnfr6MAHVymv/9pE34lymXjeLmHAT2X1biX7reWlUarNJgYcHHhCHEwhTURQxtufNk+h9a6uEnseOlRy7t94ScmSzQVIS6t6d8rgeIo1WTEbsehtRzmaqQiF8PgPLvghQW67h8TagFsQyblx8t5oDIM6iu+4Smeu6dcJZxo6FvhV7cTzTJQQ1erSsJStXysOybJmcQ329NISeNg2efBIlMRFDxQHsJnA3NjAioYSBk4fz/uIocnKE+5WUiCw5Lg4WLRI/ygkzB3PRmRdj37ZWFsPrr5c145VXZIxGjsQ+YyIDlj7JgD/96TAHncsFzz7bPWpWVQWNn20m1Nrto5gtohgMlZSRolXT1BTbrbjtkCGH970D4YwnnWLAWFoESxbSIyZO7EaYQiGJfJlM36yA7pAhck96qkbev7/IX48Kn08UIF0JE8jCcv/90un7h3Juer2yRra1dSaVHeoQ60Uvfgb4xqQpHA5jOoqFaDKZCP9EGn72ohffB/bv706YumLxYnH0Hi2l54j46iuRsHT08TDOMGA7UIQnJQ8ch1cWjJSU/dFhsUjeRE+VpCwWNk6+nnvutuD1wbCBQc6wfoR685N4TKAmWvB/toaKumgCt/yBLaffRU5gH3owzJLdDjLWqJzvcKK0tEgOxJ498Otfizc9L0+81D0VkbDbu3tEg0FS/OUYEmNoK6thy+ZSUnKsXHtyBYE7n8dnMmJObyXK78K2bxtnzz4X21mTiQkFmdB3M/mt20Dzd+eGra1yDh34/HN4/HGVcDABb0oMlZ4Qu+eF2T69kJsubiL684/E2KitFZmV3w8WC+FVa2kKx8Clt6CoKr7GdpLbAxjffRc9DCZVQzWqYiFGR0vk7u67xaAAhsbDvXeFKSvV8AdUElMMGIJ9KZl8GYF/v0xaVhyqFsLXGoDcXLYnTOKJ37WQll/I9X/9O8/dUE0oIQ+9ton0Qhu2HevxhYJUlGk4s7Owl+9E10EfOQp11Spp1qXpKG43itVJuLEFx86vyE48ldL4BA5U6GAyoiigoRD0h4lKc2JqayBsMGE0qFQcewn/flInZLBiMiv4PD5OuDKdksZYrrhBJS+zHw5fIgMGD+OyYQEMsV8QbmkjFALrnBnUGdP5ZLEFm7OQxGQPatDHis0Gxs20MHKKib27zSRF92HowDB+n0bzjjL6LXiSYEUtQUXFbofG/S7KPn+NQb9QWGqZQ9VXjbz4eTv7Zg7jl7++g6jmCiaGPqfqvBOY/3ozYaeFtjYdR7SBy68yYivdwbjJoxkxwMdrz7j587TJ8Pg2QrqOob4R/R//RD3heJT0NLDbcVitnF0/n7Hn9qfclwwqxCougkkW/vbnAMTFg8PO/ioD+z93kZJiZPC0dcIIEhLk3q9YIT37XnxRCFOkznwwKPPq7bflsy6XOBQiDkpVFedUaipqv37ER+2kyagQDkl0U7Vbyf/1qTiXf4Lyu+sparWTEI5jwKmnMa9qEGtWw8XnN1Dns6Lr3UMZwaAY9FOnys9BWNNFURAKSVR2zx4hdn6/nOPmzXJOf/6zXFtLi+QhvvceSkY6BpsN57EzCM8YxxlqDFNPkcvfvx/OOUenKKMdd2UrE4bFsXa7g08WmZn015MZMHawMJ/77xfSGIkGL10qrO5Pf+oxXL9vX3fCNHFYG7NH1JK000XY4SYpxoQ3YMCi+TC5m1G9HjSrjbTMVsKmMNAZdU5OhltukVu3aJGM0ahRUrOjoACIHy6JlJESgyaTrGlNTQd7FOq6kK558zrT1aZPl6KdR0pvAvn+c8+VgqRdERsLF1989EgUIKTl0ObBETQ1SdW/H4I0VVQIed6wQcbFaJRBu/jib8D0/j9GY6M8W1u3imNkyJDOoki9+J/hG5Om4uJiPvjgA246Qre4999/n+IeMy170YufJ7r0bTwMwaCsad+aNB04AA8/3Nn4EEjbs5RJE/oy/9My6FvU0YCoEzOO1aCsQja9YFAiLbm536yohscj7tstW+RvBw6Uhfeb9gbraER7aMmo9rHH8uriNLw+hZEDPFw7ajXGq36H5moXQy43AZctm0C9C+trz9Ey7s+8/2KHtA4/zlgDU385jYzKl8Rb7PcLURk1Sg5w9tmyka9eLeOhKEIurr22G6GhqoqcUAnT+iexcJeHsNnOrDkmwi++iu72kJTvxOZrxtDaTCxNWN96lKvujCdw70PwWhnhO24l4EzCFnZjsJogKQktJ5fdZTZWrJBheu45Oe3aWpXGRjO6bgZ0yl4JMnVCFJMee0zOdcgQOP10+PJLQnmF1JmzKX/qedxzZezMybHEahloQTA7TCgOA8aIPWYwiEHc2uH6DoVg2zYSFywgsbQUEhMJzTyelzcNZkfLHK78RyFx+74kuGc/lswcvKYoEnUPeQNs7N/u5b2VaSRmuWjyW3D3HUGdN4qAwUrYZEMPa/gNdqxh0A0GDKNHo3+6iJAzDpchGXQdu1XDqflg3ZeceHU5WzZpKAkOUJKgtQ1NA19tK7NuScXxyk50pEF1mSEfj8+AnpyKwd3OiClOSpti+Xi+AXw+AjEhbPtL2LpX4R8tBdxy5w14X3oH7fTjeXfvMCyNVoYMgX37TLQSg8URRW1jiMCSEE6zj2Pn2Jl8rIUnH/FzzEQzuVFN1Gyux6CqpKWJQVrZ8dyG3nyXWef0YU2LBZtFY8/yWvbnNDA4P0jsFx9wSd99TLnjTMo8ThRFJVWrJOrzDwn/8joKW8DfHiB2UA6bM08gNvZL4ixeopMCWEp2wnPPSo7dc8/Bk09iqqyk0OulMBQClwvX3x/nT6+koWs6SmMjqkGnz7gk0ibkM2iIivLVYtyFQ7Bp7ahbtwgx6t9frPFx42SuNzWJRez3Sw5KOCyh7ohlrSgS4dF1IdpjxhDzzjsU9THQ3GakrV0h9RcziHnrWdSWJpSYGNKdLhKNYTwLn+Gaq6/k3MkJtL72Mb7T/gh0t7oLC48gFujTR0jQc8/J+c2b15nw6XQKodm9G555RvITv/hCzu/WW8HrRbFaMRQUED94AGM7vrKoCCo21pO4dgGhZxYSbvdQWJTH9JPO4JUdw9mx18SA0/tKxc3GxsPls263OB3OOeew0+2aUnni+CaOcWxi6fwEhmX1h81BFEOY5GwLMUYXwcpqNF1HLYxDXbGMxGg/ZEzqlsSakiLdAo49Vh7TqKhDcly9XqncEpGnjx4tTCsrC5Cl+G9/6yyJDxJw3LVL6vBUV8sykJEhS10k4G61iiy8Xz/hiY2NsuSMGHHQz3J0tLUdvQdVXd03+JJvCZdLCpV0vQmhkEQlAwGRWX8t2/v/EFVV8Mgj3UOab7wh9eVPO+3bjZnLJdLvZctk0o0eLeHcozH0XhwR35g0/epXv+Kaa67BYrFw5ZVXYuww7EKhEE899RS33XYbjz/++A92or3oxQ+OxkbZfK1WSE7+2uri/1UhwJISWcS6QC3dz0mzy9m9K4sSrweiOpuHXHN5kH4HPoMXnuuUrhkMUlXpvPPEuDoS2tpkof3ww04P7FtvSS7AVVd9s+Tf9HTZ2FatkiTvcBjGjqVm8Knsvt1GfDycnrYCw9JlQpgAXdMINrfj8XhBs+PbvIfhp1bxud1+sI9Lu8+EO3uA5PIoinhkI01TqqrE0IqJEfKk69CnD3VpQ6jxRKNuldM6aExsXsNZmbHYLprMR++GSDE3obW2kZZlJMVYh6FDzhIMaPhbmrCUlKK0tBDWoN1noIpcUlI1EpMUdNVIVfJQfvc7sXdmzZJ9S1HktomtJhEAnyfEgi+s5P/hMTJvvVCkQ6Wl8OCDlLfEsXOvkZRYM1rYjy+gomsaGAwEg2DPSMEQ3cMEioS8li2TaEJEalVRQXDFBkaNOQ9j4XGEFixh95pNBIIqgb0bIRDAZFW55OYbeKg+imXLdI6b3Y9Fr1hpbDWxtcrAJddMQH1vGVazA80SIGx3EgwqWIwmtJhEyvaHaW7UiY43kpZpwO0zoBqtDHCtZM4Jp/Pq/bswDSxAy0zBX17LpGNNZO35lKZhx5J+9aX4fEF8pmzCcX48ZXU4B+XTd4KVv//LIPJETT/YUTkc1ClZUUP5eVnsmPEX1q0QsjRvnlQB27wZ9FCYsKudmBgFp7sJ04E6xthUhlTWcPm1s7nvfpWiuH0EvOKtr66RJqsBP6hoxAZqmVTcQN+181HqXQSHDyI6YyS8/SL88pdYbruNoq9WkBBXSMnOAN6whn76bD74MovY3Gg+mRvFxvVhlo4o4PdX/AH/x69Tv3Uz+VmFWKfnwgUXoLe0EDz7fGhpwehzozTUoyelENxTwohR/dm2SSE20cDMC+L4bK2Nzz6HtM/aGTfqUk656RwK9szHcsIJKGWlUkgjK0u6VF9xhZTSTEoSZ4nNJkbt2WdLUs6dd8qEbGkRq33TJoloTJyIc/58nHjQU6NQbH4o2y8RhG3bUAwGLLGxWBIS4B9/xXHhJYQVD21+c7dpaLFI5c4eWxgYjSK5699f5mhGRmeBl8rKzi6rS5eKgXbaabg/X0NpcxqtwXicToUcfyUxgYBcb0oKdk8D8c/ch3fjzoOH8W3YARv/yoW/+zUHjJPAF5CHsauMt+s5VVXJeBziiY/4oKKiYHzSTj75IpGP3vDSeGIsJ86ahP+LldSVtOOPt5ORlEC4uRX13HOxr1uDWr4BCvIPEp4IWlvlUa+qku/NzYXMdE3I0uLF3aXPbW0iv73nHrzxGbz+enfCBBKgi40V5WFXQU9hofSZiuS02mxST+m/qqkUFdUZIewJP0TpvdLS7oSpKzZskPcHDPj+j/tzhq5LkaVDNaC6Lvt5//6HVzg5ElpaJHrdVbWxerVMqFtvPWxe9+Lr8Y1J08UXX8yWLVu49tpr+f3vf09BQQG6rlNSUkJ7ezvXX389l1xyyQ94qr3oxQ8El0s2+PffFx1+XBwcdxyDRs3A6UzosexuZuZ/WZyho7/Qocha+Bx/PPEUdhXlsLlc8gdGjoR+oZ0Y7ni8u4cwHJbyxOnp4sk9EjZvFgPsUKxeLRtVT/1BekJGhkRQZs0SJhEdDXtlDT92cB3G5V+gJAboJowJhrBFhaEtBKoZJRyC5Awx7GJjcdjC2Dcugyf/IuzzggvE2242S25HF0lgML+Ipa6RvLJcoaGjHUtamuTLjylOQKusoXnu54yOXcmw02aRX5SEmupCqa9HMfjRsyUHKhCQvw1pKlpGFqrRjMevoPUpYv/E6exzxGDOz2BLaRoWixg2qir3oqRE7ECnPSzEz+sVKZtXYXd9LJk33SSeQZMJPvmEhryzeOdthV/feSsp775AcE8Z7R6R/ZnzMvE6k4g5tOhgZqbc05oacT0fmpuiQPC1t5j1cDYV93xGMAhet4YpFAIdwoEw5jf/w9RTfs3rK8IoUVE0thnQTCY8bQoLyvtz6qRRBJauRrGYcHtV0HXCDR70qbNpXfcBzigD9gQbO7e4CQd1DAYVe63KgPFhHnzCzpb15QTy+tI3N47YA1twbTZgnjgLSzJUPPQWtsl5KN54lJwc2gwxBC1B/N4waBqqqmDRvCh6GNViwRdUKP2qkfS+MK8ui6Ym6SFcUQFjx+qsXeonLRMSzG2YGus47hQrQ8KrUb0xfPFB6/9j77zjrCjPt/+dmdPb9l5hl2XpvTcREEXE3kvU2GJNTNQkamJN7MZoYu8lsaCoCBYQlKb03lm29757+pmZ94971wXFRBNM/OXl+nxW2bO758w885T7ust14zCsuDLjsblNFCMGYZ1Y2EosqpKeGCFZbyK0dQeBJWvANGDLPlx7lsIvzhcL9Q9/gLlzceHC5UolOnM2n8XGsHlzAn2csH6jgs2hEoqpPPBeEcPyrmbk1HacQ2z0GuAmumErNfe+RkM9GKqFvjecgLJqMU3NGjXVBgNH1HPHr06gs88w7r7Xgmkx8AQbiWoWlr1WwdZ3I/zukmQKH70Oa2G+OEImThTjNSdHUnjfeUcM3T595Ge7dkk9T2GhTIiPP5Y9S9OkDm/wYFHcq6tDURQx2JOTJXzRLUnX0CBzOCEBixkja/ZQ8osc5FbItO7bV/qq/sPEEU2T+epwyH60b9/Be1R3g2ldpzNm44/rjmHLSj9mcgo47BRkBLj6hDIKt/4Zjj+epKQM6nf0ECb0GIRE0EJ77mlGPpIG1XZZjIWFEoVrbJRNKC5OyGV8/CGVPEeNksBGXnIHAT989K5sIh/Pj5J4wWmMu3YolvfeJtjmx5w5EtfgvrBxI/ZYO3QgE/IA47KyUoInBwpC+Hxw7aVhRtfUokycKONcVtbTs7ClBbZvp6Fv1iE5xKhRkoBgsRycvbB3r2wFN910GEqA8vJ6BuPrSE7+bkp+3xdNTd/+M8OQcTmCg1FbKznh34YlS747adq+/dBp7uXlMH++iMwcbing/3F8rz5NDzzwAKeddhp/+9vf2NNl1EyZMoWzzjqLsWPH/pO/PoIj+J6oqZEDKxwWQyIv7/D3eYrFxDB5662e15qa4NVXia+p4dZfXc7v73Ed1Og+Lk6yU/5RkOdb8TURgwOvI3XFPFJPnsikE+J7Xn/ss29PqfjgA+lr1NwsxkNWVk/IPRYTqahvw4cfSqHC97mJA+S10tLgwhObmezbhm1fDOeYIZifphKub0MPhNHMKHHOCDWmDSU5jgY9STydfQqhuobp41rIWvKKkKTMTInSPPmk9Go6sIbKamVD3zP5810hDE+1/L2qUVMj3Or22z3k5/Sho3U7tNTAsy8Qsp+AKxDACIaJuO1oDhcqYNFM7E4NPBZCne3Y7/wtDSnD+bTDyocvgZaaRKvhRbNqnHeeBLtaWyU7cc8esFpMzGAIJRIG00TTICc1yr717RwdWS2Rv3ffhU2bcE27hmFnp3P90xpF2b9j6um1pCTrOPsnE6xX8Xz8Dh0hSEoGJyEhW2efLeGz9esPbo7ZBbsDkvM92Leuw+8XO6elRcXqcIA/ACj499XS+9wg/QcqxCdqYLGidpG9txfHk3bmlZw4ewzBz+aT6LWgDB/G/pGn0VAdJT5tOS5nmMpyA6ISnrNkplKVOYq/Xr6bG25zMWPdn2kbcDWnXDOcnD5jmTFhCMdGd9L48MtkF6egTU5litKHhx61kW6FmKaiEMAE0rNUnI2VKFYrqs2C1TBIjo+SYavjsjkWho9zkNU/jmBYZdywIFUbG9n2RScWM8KI/joF/i/wWoJU7rew/qWthEw7HeMz8akxYoEQxHT0gIlFs5LkDEJqAS1r93VJi9lx9cnAk2uXaKvLJWtkxgxsWTm0uaby4GNOaqpNho2JsWCBhXBYlpTVrhGzJLKmKYE1jSa51Sp/nAyddZuo7WozZh09lI6EXPRWjZ27wJboQ8kpxJHqZclGCzbCaFYT0uMkdc3vp6XTZHlZDrk5hViCHSjPPSfrd8kS2WDa22WhdafTtrT0NKUuLJQF0B1xsdmEMOzeLR7qyy8XEvHOOz3OCIejpzdbR4d4fdLSsIdCTF95J2Nu/T0Rqxuf73sI3IwYIX2jvr5H6ToMGoTe3MLOchebV/hl/WsqlJaxr0LjofY07jxpJElLlmBPSCAny6Rkv4IZi0Gn/6voeFxHJSm1m+Fvi4TN7dghe0ZKivyO1SqG36RJB0fPa2pg82byV37BTZqTaK+xlAQziIS6DHUF3p8bZWX/UYzsn4XPYxIb72X0R3cfHMnq9rYgGc6vvfZNBb32dnjonjD3nDWRXg9fJ89iwgS53kWL5AwrK0Prf4CcehecTolctbcfWvtmwwaxcf9tTmO3Sx1ROCxv2p19kJUlIa4fIl3rQEnGQ+EHbhb/fxLR6Dd7KB6If0REv45/1Fx++XJRmPo/qmz838L3Ik0AY8eOPUKQjuCHhWlKbv9f/9pjPKqqVNtecIFYi4cL5eV8QzaqC8rSpfSbeSz33NOPrVvlDM7PlyDNvywB3ru3GEH79n3zZ5MnHxwu7/ZWHgqmKe+xaJGoHoEc0hdfLBJXuv6tUS1ANuVw+Nt//k/gba9i+tpHiKxch7lrK9GOE7ElxOPUo0QtYDGCWFuq6V3Ql+pTTuOjrVmggOqwM2GCzol9d6KUIKkG3S7UUOgbm3yweCjzPnRg6EEx9CIR0CygxwhHNBYtsnH+MbPhkUUokRDJiQauzV/g/tkFmI/8GSMjlZjLh72gAHtTM/pxxxPeW4Zx/oWUr6xgSc7RvLoimZjHQmY8+KugpkSyaa68UrLkLrhAshOjIR1CUbpzzM6/SGXnogqmjzXgvQ3y/CIRyM2lXU3gT4+odLTprF/j4DVbP/xhjaRUC4/84XSGjyzG8vF7GPX7iGVnYxk7Wgxiv1+sqGnTxDLrls7r+tTkZJOYpqCokOSL4CnQ6QxqdDo86P4wSkwHm41TL/SxepPKL3+hs31jlH4DVfxBDc2bRFXxNPoNK0Cp2oy5Zx/KuvWovUai3vF7OletwrZ0FYQ8qOPHUlM0hReeMcBq4YMFCr/rl0RqfCMvPRnAZTZieeUFWp9eT3vYwNi7H/eydRx/yx9I+WN/XngBysph/BQLVXssJIRrUSIhiMVQolGSEjSGuMrINgOoL1wLC9PhmmtwTplCL2c9vd76JROTkiR3aWuHOAhuewDz/N+Q3stB/+Py2KNqHH3LNViee4pQc4D2Vp38AgWr20dwygzaH5iLe3Q/Mo7uj3vXemxVe2WNnXCCuO/dbizp6Qy1buOR83Qq6hzU+QrYuzcO07Sg6wrdWiUgaWfRqAQ5qm3F2C0alkQfewacyK4dMNybjHOgj/ZzruC5pRkUlHhZulyjNewk2AoWxSAhsxiXvx6topTV6zROnDgNx4r30TZvlpqF5mbZ7xYv7tn/Jk0SVceVK3sISkDIqGEAKWnoWLGBGOz19UK4+vYVshKLyevdRqxpynwtLpaUn8pKvI37v7fstJ6eiVLcD6O0AkxQVFAVUBx2OO44jJp6PlkkKafO3GQczdV0ODViEajYGWB/3FCSqjaD30+CM0hRkYu6shjBmILFqpCaYhJPK9bWJvHA22wyDzZsOJjZ5eRIpK7ba15eLvtiRQUakBKD4NrP8F14N/b0eMyWVmw2sHSVEn66LgAWjT4DIxzkIVPVg8hERYXsBd+Av5PAjr1sH2TSKxCQN33jDXH0/eQn4qRKSyMpSYKB69f3/KnT2WMHH4o0xWLfTOf7h+jsFBbmcHxT3jwrS9Ktv96n6XD1z/g68vNlHh6wj32FnJwfoJfG/wDi4mRsutpPfAPfNTfTNP8x+QqHvz1V8wi+Fd+JNJWXl5P7PSZ3VVUVWUdUUY7gX8W+ffDggwefFIYhHtjERDmEDldIub7+28mDYaBUVVIwo58oIx0OJCZKkvqzz0odgmEIaZg8WYqYbQfUFqiqeJR37vzm+7S1CYlYs6ZHVOLDD+X7Z58V4tSv37dvvN155Hv2SE5IZuZ3z/+IxWDuXHyVOwgmWFGSvUTenIflmkuxVJXh3LsHZeMGyM4k4fqLMAeP4tqYQcxQ8cRC5Mybh3PF6p4apm6Y5jc28fb4PCpKovKNzwtt7fLMImGwWNkdn0F4WhLOy84jfeEL2Kv2oS/bSdDfgfuJv6AtXoSybZt43c86GzOnFy1f7qf5hcW4zj+NRU+XkJygg6qhhrx4POL5bGwUx76miWP7/vth5TKT0m0qiUkwYYxJ+Zc1NNVGGNQ/RqB6Mk4TFLebwMnn8P6LzWSmZ7AvoBDTFaKmhm4oNDbBnhoPnXFDmNC7hI6wDY9hkB4Oo7z6qkQKUlMlEjJ7tsyXA3LbnZF2YhNHMOLVl9DL6vCZURI1G7GkdGq9ieg5eWhT+pIzxMWHHwZQaqoYOiyLF140CPl1krxhxpz0BeE9S4kNSCMSs+Hevxn/M6/ifOBWHoz+lOITTkRprGfNGpXKt4N4nDoKCvVVUYKDUkjurGNSx1voc+cR1G3oAxFCrEAgqMPDd5N56QPMmpXB6AF+0jwBHrm+lMo9LZiqiYKBJ97Kz6+KkVuzGupUMTKHDBEHRm4upKQQGjeVvd5hrN7uwZrg4Phtb+KKSyVRaaHfycXcc1eMkD9Gv8ETuPb03vSNbiM11oBjYC9shp/mPzxHwtAcMidmY334TonmRCOyrrZuxTz7HFi+DPOYmcTOvQhPWjrec26gwUxk2GAvH30SRTdshMNfCSICYrObJry3uRfnXXQOrmQHWVE/3lAjWXdeTn2gL3f93ktltcqkEyAYUtm2U0FTTbwuaGzXiU/NIKfAgeZrJRjRUOtqZU63tIixGxcnRq3VKml5554rc+Gqq+C558Aw0J0eQi0B9OQ0GtoT6ayHrEwJHms5OUKWtm2Tv/nrX4XQ67p4si+8EObMERI2ZYoY2t9T/dbvh5aNdbhPOA9PQR/M16RYxxw2FPX4Y1E/W4pxw82U/MbFsTf1otXw0VKVwIRijQRPlD0r6mjXu+555EjU1auJi7PgdVYRc2poRgyttU2iWd2qPO+/Lzmce/cKqYxGhVAOG9ajxGYY8nsHNJiyWsAap9Kr7DMKBp1C9bo2qbEDiWqlp+NW/PSyVh4cBpo69SCVhUBAPvIb+1Z9Axg6dS122de661bLyiSfLzsbBgzA4ZCytN27e/r1dnYKkYqLO3RgxuH45lZ5SIRCwsbmzpXP9Holpfqoow6OwLnd/yT38jAiJUV6QN1//8HR85QUiW59W1uJ/58RFyctOO6//5tqkD5fj1jSP4OiSP3y9u2H/nlh4Q9Hlv+H8Z1I06hRozjppJO45JJLGPUtD6ytrY033niDRx55hMsuu4xrr732sF7oEfx/hI0bv9219vHH4lE8XKT8n+Wh/BC9JPLy4De/EW9oMCgbYW7uN1TzADEIPvro4JPaMMTreuqp34ySNTVJquHQoXLgL1nyzbHs21cI1a23yvtYLFJ9f845fCd2WF0Ny5ahKOAKNGGmx2ELt6M8/mfUoj7Sb6ixUe7Jbidx2Xsk1tTIJl5UBFmJsO8QxdxlZZKidgDRc4Tb8MRbaO20CoMpK+UrNYFQJ4ktJcR/toWa4VOwZpuYmzehBoNoM44msuBDjOo6nAMGgB5DffAB1ECY5GuuJy7XoCyq0VHdiRarRXE4oK4Kd5/+uN1SSN7ZKUPY1iZn+9iRMXwNNbQ3x3jrj36OOT+V0Sdl8ujcKkJ1FzO4IJujbp+Mx22wr8JGXKyZ4sI42nQv9S0qSZqB2xVl1WcGt59TQtPtb4JhkPTz2Rj33Y/m7yK/jY0im/WXv4hXuKKix8K64AKUqgoYOQrzjbnoKmhGCKWqlNxeUHXJrTz0chKzW0zOOLadLzckcdtdMQzVAqbJrZe3UqxV42grwfL4G6gm+CaMwvPLU2h96UUmH5fHrffFke2JotTW4nCp6IqKohqk5Fhw982G3TsgOxst5MeTcLCAQKPfQUBz08ddRblpwxEKoD33CL+/6URK91iprTFJijcojGwjd/0SEQKxWMTdvmOHGHo7dhBJSOW9uPN55Xe7MI0wY45SaHUaKGdeREXhUXzwxxZyst1EsKMHgvz5oRhxcX05/YrxnOrbiW3LZnJ9rRinHYNy910onS1igKgqeL2YDQ2Yr76KcsYZmJs3Y3g8rJ5zJ4/eHiMa3s8pd/gItPuobzUoLFJRFBg7JMCE3EqGDwxjhhIIGVlUFkxm/L6XqXvoI+IvPoZoVSHPLRhC6fYASUkKjU1eBg9WWLsOTFMhaqjYNZXWxihebzyTJjWTuGY9SkqyrHGnU/YHrxfuvVcs5pycnn1q+nQoLiZc00T0ggDBeR/R0OGks1WiOSUl0Hu4j+T+/XuazFZVyVrfs0fC5SeeKPWb110nxrVhCIH6nhkke/ZANJyEefeTpJ45lbS/PIHaUEe4rBKagjhPmEMoIZ0hp2bw8P0RwigkJHp4faFKSgpcekkctY4gDePnkFK+S/azxYtRg35s3dGexES5toULAQgXDqC0IYGGjsHYJgwiN9sgPdt6cJpxXZ2QwUMgcccKrjrnaO5tSqS9pCu8Y+jYi/K4+rIg2cv/Lq8lJMBxx0l07wBhCa9Xvj1oS41EoK0VUMgtsMLqr7GqtWvhvvu+Uv3s3x/uuEOC6ps2ySMePVqOPUWBmUNrybdVoeg6DVo6gcQcsrN7nIS6lAh+8+iS3gg9hnYgAC+9JA/q6qu/I/P6ATBwoET99u6Verq0tH8gzXgEgBCja64RMZj6epkYxcXiMO7d+7u/z8iRIgT19ZQ+i0WkGo8oF35vfCfStH37du6++25mzJiBw+FgxIgRZGZm4nA4aGlpYfv27Wzbto3hw4dz3333MWvWrB/6uo/gfxnflpIGElX5urH97yArS7wth8oT7jZgfgg4nf+4sWw3+vYVT90zz/QUzWqapBdVVYmB/XWsWiUbbd++koL0/PM9Y1pQIJLGzz3XE62LxSQdsrRUTvN/RkjDYfFqmiY0N6MEg2jpqfI+tbXyXmPGiEWQmCgVzqraI6nc0iLF6gsWHBxZUlUYNEgI38aNAMTtWs3xMyfx5FuJIo924DUH/Myebsf5yQcMumkou655nqgrDjUpgdz+9WhvvofLDeomQ/K2QyEsKmhzX8M+Zw4e1Y/bm0w4GpXDQ9ex7d9Nr8KBVFVrBIOi7dDeLufUhRfYOONcC+UbOznvkmQWfeHkzz/fjxIN44mzUvpZHIvXx/Gry/14IxUE63RcGSoOexQ/bjpbDDprTQYUatirSwhHI9h6ZWHZv1vmdXevKMOQ+ywslGYwM2aIwdGVf67deivagGHoN92IZdmnBKpbMfv0QR83ibJYFpWV8ORjMW78SZRmvxeLXRoAqwpMLyrHduU9GC0tRC0qHqeBsmQxnnUb4OJrGZtTjb/NRTg7DZfPTbCyGiMUQ7U7OOaSdEKJMZxLFsi6OFClzG6HSZPI6gyj7N0DVcs5w72NzqWVJEzqQ8vyFfRNdjG+dwSttRm8Vll3hYXw6KPiGOh+tmvXEv3pNZQ2nY1SVEhvXzMjpiikV2tE3/wbn/cfgrqnBp/dhRIfR8SwEGltIxCABX9pY9qp63COzoPUVNRwqCuls0cgwMzIgOpqFH8A0+vFbGik/tQreeLRGJGIieaw8Nlze7nhl0P55HOTXXtMfn3aPnp//jxJq7bied/A8Hi5adQcYiTTMf9z4qaPwlu+lcrR01i+JIppmIwYY+XtuSZHzzDp319h+3aIxhTsVhuEQ2TlWhgzMIB7VbsYk6NGSZR9yRJZG7NnyzNPS+uxkBUFcnJYsSeHyrhMho6wEv5kGSDryJ6fQcVZV6N6ckn0IoXe998vzpWWFglpPPOMkKWqKlnLmiYk469/FS3s7+j9D1Q0kpblIP7GU2heW8LWX7+MIy8dzWUnUtlA3+Og4eh8nnlVwR+BlGwre3cb6DGT+jqF19/SGNcvxu7GoVw7PkbiKVMl4v7aazLfBw4UorF0KUSjNE46mdeaZrH8vFLS02W78HfqXHKFjdHT/Cg52T17w7dlDwSDDN77Dn948Ua2bkhjfylk5tsZPMJKQUEcyuTf9KTIHqLGJztbMmfnzz/gRUX+k5BqpZ9nv0Tt4+Nlj7RYZM8tLj4oO6JPH5n6HR3yKy4XZGXoRJasIPjYs0Rrm1FUGJrvJuPa07FEjqO108WWLbIldHbKdBk7touL1dbC3/52yD5VrFoFs2b9i5J7hwkZGUdqZ74PHA7Z94cOlb3BYpFz+fvWgOXmwi23iCN19WpZG336SLjzvzkf/g/jO5GmpKQkHnroIe6++24++OADli9fTllZGcFgkOTkZM4991xmzpzJwO+ZD30ER3BI/KNUUI/n8HpH0tPhsstEqerAg9ZiEdnf/7Ykp6aJIdGnjxg6sZh4QR97TKJuh4LLJV+KIqkthYU9PUN8Prj77kOnN9bXSxORf0aafD4xrJqb5fp0XTZ205R/p6dLkfpll8Err/RI2XYbaJomRmFuruSpWCxidF99tdzntdeKd/bjjyESYdyICDtDPj57RvLi7S4VBwbn3TeA2vpW7ojciO+dTCbc8Dtyd32CZf8ePLV70TxdCt6m8lXBeDA+HX/EQWevyTSEfIy+IJNlH7T3RPJiMQIdBqGQRlHRwcPx+9s1Hn8gncIvH6HefS6fPtdFWG12Yr0LsKkK/vW7efsFDyddnMhTt1RAWRmq20VKel+aG8SgGTNSF+W6cBhbeiK20h0HN9c1zR7jp7uvhsMhh17//hCJYN+8FlVzUJ89lGCfeFSng+j6/SRObwByMXWDdz90UDQoRj9fPeFkD/0GqjhXLkbvItqmqoBFQ43zYrNZSQjV4M238MobFm78vYWKMgeJ6cXEeWKcdAqs/KiGz5Qsbjz3CryZXjFmYzF5fsceC089hXX3HmKBCEZ+b5TqFuKuvZrYZ8tISIonUmpBW/o2pKTQOGImO0b+gjVzbVgtP2fcby6jaM8H+IJ1MGQIsbomzjm2lqFT+lJWFk98SgP1yztJGDCQ6gYbph5EM2JQWY49Px+bB9TODjrLY0QsbnjqKbjkEgkTut0yL91uzKQkzNo69M4wmssGiYmYc+dRPv1YggETq8sKoRBtpUHef3A3fUZ4+eUtGv3+fieeun2omNAZQ+3oIHX+c8TGTqQtL4OMMflEf/cCoVNvxOkwaQXsDgV/p8kTj8W46FIrM2bAps3gsdsZP1Qn3t5OUtkG1IBf0qjGjJGGsMGgPO+33xYnQkmJeIUPCC1s3gyLl6ayp99VTL3leNyhJgybkzUduSxamMSd47u4T0GBNM3dtUueV79+QsrKymQ9du8Dra3ypqWl/5w0hcOwYgXZj71Gw5Y6EtICZKT4SLp8FqUvLCXY3I5z9CDC513C/goLScmgGy5q60x0FFB0VE1h22aDc45XWPhhlF0XzmFcfpJ4J3r3FgKwcaOkFkUikJ7Owo6JdEYsjD8zi3XrNQwDho/TWbUjSFJWkMKG9TJGqamyj3xdrcEw5NoLC8nLhbyiQ+TC/RPZbU2Ds+b4GZzazvodTlZtj6etzUbuyFSunLWfrE/flGuIi+vphTdr1iEbkirKwcGf3uGdRN//E8GEKEaXGIfT6Ud97QWiKUm8svOog7R99uyRbfSWW6BvuP6Q4jFfYefOI0by/0WkpHy31iD/CIWF0iespkb2weTkb+klcATfBd9LCMLpdHLaaadx2mmn/VDXcwRHIKlib7556BS9Y475dgW6fxXjxomHddUqOYlycoSoFBVxsDX7X8TXPXXdY/R1FBdLZGrpUvEs9+0rr/XrJz8vKemRwT0UNm4UA/gfIS1NpM6ffVY24O6GrLouZE1VxWAIhyUS1tAgP3e5xEpwu8Wbe/75YkwMHy5fBQViSaSkSGrMUUdBLEaSx8PlWSWcOlxDi4aw1VXQ1nc09/3JpH5Nq9Qk1Bgs3hHlxLOP4+zefqxOa0/kRlHA7aYdH/tKNaIhHf9+hYfua+XkWzIpnJHP3nelbijmjSMQkLKzjRt7HHt+vziOX3jTzZU/v5N1K02U3CCm1UpAddPqt5PXXgKGwbZV7Zx1USqFoxPYu7oZWlrxZAZweVxMnwFtJY1U5qSR7XKgBgNYs1JQNnVdq2EIYWptlUMuPl7k8NPTpT4lPl6Mo6QkVCWGNSsVT6gNZdUiMAyMQAEXjXXx6itQHYtn+nQTe2MV9kiEIaNc6Ju3IoIGoDmsqKkJmKWlGOEoyrvvokVjjLN5efS2C/lyfzqYJo7OFrbOr6ZiZwBUldKZ6QwqSMc4/gQCL8/FGFiEc958tH0lqOEQWl4O4ZYO1N552AItKD85E2XDelxjhkPbfmqmn89DK0az82kFtm0F3eDjzxKYet5NXOx6Hc/zT2Lp1Q8jLpddoUQWfJlE0yCVrHE30j/PT581ITZ/ERDCZpoodfUoPh+0tZDW2427vgRj4yYC++vRxo9BKx6ENdyJUd+IWV0Pfr/w0vxeMp4lJQTDKppD6yqcNlE0FQOV/Str0Ipr0SuqUTsahdxrGlRXY01PR5n3Bsbsn+I0OgmrOq6mco6elsGrLxmUlsQYNMjG/v3w5BMGifEGc05UiW8tY8OGZMaNdeEbmAvuc4Ws7Nkj6anPPy+TrbQU1q2TiFx5+UGps902z8YddjbuODBibWLRQ1gjUehUxMnULce9YoWQpf37ZY51N40Gua+WFplzW7ZIbcyuXbIXjhkj9Wbd0bq1a+GRR3B1GOg67K9zkRwK4Jv/Htn3/Ibd1V62xfLJyfbSsl2Wfe/eCuMG+Yl3hthW6SUWU5k0CdSEOEZfOpQ6XSUcVSUbOiVFPOG9e4saZWsr1Sf9jJYdGaxfpbNsmQmqCYrCok+tDB1hZ8ggk15/vQktFhZnzMknS7pnd51WZ6c4jtxu2a/+8AcR3fg+jt6umqG4efMYU1HFYLuPc487ns7B43E7bSQ8/Brf6E9RUPDdalBMEz79FKsZxXoIezb42jwiucOBHpbl88nlb9gAodzeZE06meTNn/bsxwfiO8shHsH/JKzWI6IbhwnfWz3vCI7gB0fv3uIZ+ctfelLSVFWIzOzZh7+vQHe+cHHx4X3fHxLTp8Onn0pifHdUol8/kbh99NEeQYn33xeS+etfSx5Hd1QnHAaXi45+o+h0p+MJ1OPdsbrHO/rPcPTRYkS89ZYY8S0t4smcOVPI1CWXCEHrUk0yBw2iYvK5tDgzsbst5Oxbiru710qb9C/6xnM9sJbAp+L9+ClYuJDo0JG8+EkmdZ8Gu9LEXCiaBeJ8vPtaG8NvP47h8ftlznSphkVNjZIaB9FQCMfAAlbtdYIH3p0bY/pxrZzzSCJ1O5qxZjsoD8OqNT1cD+TSVFXsrm3lcextgH2BeAxDeE5Gmi7kDenZo0WDXPZzF23BBLZ+3kxIbeXmWzXaKtuZ90ILwUYnV932MxLfeRZt3LHw0QJ5jtGoGKpNTeg6xI4/mcYPN2NX1mG94xbiWspkzBobUS6/HM9b8whvlEJf1WbB/9jz5PuWcfr5v+XNZXFkuCqx+hyEOzXCUZW2kIPEtCT0+iZc2YkoJfswYjq6DorHR0OTRvTLlSj1Wbz15Wk018UoUGtQW1vFANc06qpi9N28k6Wu40k5Kp48byuBF17G5XNKSlwsiuunZ0vK0Osvo7w/FzxulOxUuPBCPt09kp2VbmzuEMXHpBGX7SNscbPujW0Mv2QEozUn1Xv81K96jrHXWolNP5Vn/+qguixGXIKXu+5NgEEJsH2bjFc0IpX+moWTT9dwvz6f9lYT3eJm7b4sstKnkL5rKTgsWDMTcNoNUDUi5/8EY28lWko62akRFN2CiYmidkUmXS4SEyPY6iqx+VuExEQiQmJSUmT+t7WTnKqiKSZ2RwRt9TuMGj6YbSOcbNpo8IsTTD79VKEzqGB3KOzZHMDtV3BmmczM3o722COSxtrRIXN18mSJKnU7RMrLpS6hsvIg0jR6tJQlHYRgkIF5rcw4NZ6d2012bjPIzOkkt8hBfJJVCvRWrJDfVVWMuASC8enoaFh8Lpz+RhRVFQXO8vKe93U4RJhnyBDZH96UWjyvp6fPbF2zjbpmsK4q543AWZx7rgSurFaYMbyJceqXRN77EL29kwvGFqHPPJ6LHhxANKZSXy/+oPYO4TpeL/LGe/ZIVD0hgWAQ/AGFZUt1cDpExEHXwaKwcb3Bml1eRqbkEd6ym0SzHPXttyVivXChsApp/iWiF598Ig65nTslHfm77vuffgpPPAGmiQq4O9vh708S37hP9rubbpI0xxUrhGBOnSoP6rukpUUih1ZU7ULz9loyB3bSTZoyM4UwvfKK8OCB/ZzkR8dzwelDGb/reSwVpT1/rKpHGsgeiPp6GbRgUJx+eXlHpM+P4DvjCGk6gh8fulVfcnPl8A6FJLrx9TqK/5+RmyuF4qtXi2qeaYrizoMPHqzAB1BdjTnvXapOvYbW5kyyi8cSC4TYknUc7y6w0lAdIyl9MHNmTWX0pMQDfJn/AKoqz2jQIDFeWrqMylWrRFCiT5+vvK5tJ/2E9+PPY/4LQfytMRQVimdcyiXJForaP5Y0vGOO+cf1Yxs2SLpNNEr1kOP44k9h9JiJua8MZdhQ2sJOEnJ7oZr7Wb5dY/jATaI49tJLkJaGP6gS8cfQUhMJXHAFK+bmQUoAo76Jj5/TmZijM3vLQwT6X8htXx57EGECsRvj4+USy8rEYOnW4FAUiI8zoT6M7o0nZUgGi1e1sPiVWrw+hWnHqJw+toq0Z2+AcJhx48ZgRnUSrIUoD90l9Rs33CC1HLEYNDcTDcYIjp5Cu5JK9ZdrwG7HtrQMR2YCxeeeC3PnolZWYtm5hbApQgVkZlHb6KClrJqMIZ8z67gzcCxeyNWXj+CVeV7Wrg8xefpRaLVVpPb3oobaQdcxFRXFZSc68Whq/76RBJ9JeP4nnHH6ZO55PI5Q71RcLc1fkXO3Q6d57mI+b80gN7WQvBFtaMUFmDaV0I7d2Gcfg/rll7Dsc2mwmpUlRuuf/kTj7x5h0Ucx0ns56T/ExyfveSn7WCXZG+aYs4ZQSivDxk2i5c2t2LIz2av05e/PBaiutaKqMVqbDf7+YpSTTrew7JO+NC/aAG43bmuUky53M2r/68QKirHNnkNL3yG8+Fcn04uPY2hWPilrF7B/fS32giySrzqLJ7ZOoF9aK4Oz9pFdv57h4yezfmkExWKR9dXQQLhfBom5HpzvlMicV7oIVUMD5OaiZWeihP1EKhvQvPE43nuDIf1nMnvCEI6blURVVZg/PeJk0RIo2W3gcZr0n5TD2cN3UfzJ0z39k7oVMD//XPKtrFYhhMXFsra+tjYKC2WZvfZa1wvhMJMHN+HKT+ean+s0lkmEpf9Ahct+bjB1BqQPGiSRpNGjCda3U9XqoaXEwLTZ0Swq6WNGE+c38XQTJsOQvbe1VQjIX/4ia3rHDrDZsNuhoBDqasVvouuQULaBi288kwceVGhrg5+d08qEHU/RvnAlRlfQx7a6gX1z1/Dg72/iuldHA8LH33xTbnPK+KgQmm7v+K5dOK06y1ZawEFXTzJT5m0kAqbJqjUezjl6ODXv7cZqg7iKCkntu/VW6UdTUiIRtvnze9TxgkHJbyssPLQIz4GorpbBPlTN0OLF4sQaMECud84cmSff56yyWiWa/C3ESUmIpyko76eqknV91109GeWmqlGnpvPwQyV4f3sew6r/2BNlO+OMr0QoDheqqiTwvX27+BBGjpRh/NEHtDZuFKdifb18r6oSCbzkkh+mT9UR/M/hCGk6gh8vjhSP/mNkZYlr9qST5DB/661Dnlp6Vg7L1Sk8dW2IDsPNDeeew651Hfz99jbsDh1VgfbmGI+0ZXFaUhpnF32Td/W8mS4E5vXXpR5J0+QEP+MM8ZKfeqoQubVrRUHh2GP5KOU8Xn/C/5WxYpqwoyaeP97dxl3nn0HWJy/+40YkjY1i3CQkQN++RF3xhCIq2CxgsRKub6Um6KTD7SC3V2/8OQ6Y4xHv7ahRwm5ibuwj+9NcOJoXXnAQNGMSnegKbgV0O8yejeuoMZyUqbHjjwdfgqpKEfiMGdIvtNtQWLdOAkNutwKJibSqKcweobP0mXoMA9qadd5+ppWyzj78IqWQuLnPkbBpk6RNHj0UolHME08iFoxgnTQJFi5ED4Twx+fQtL6Mpqc+kIagsShmaTlPL0rnluNSSbjtNqkh8thxp8cTdCZRXqHQ3qlixExSdy4jNGoSTVmDcT10D1cdNw1jyAgSc4fgq15GbPMGbBYFHA5000Ko/3A6Qk5iNQ3oFjfWYDspniCmEYepCFnI7uMkq6+bfF8JobYIF57Ygn93Ddua+sNJd5DqaCdv8TOoRQXw6kvyrAHFZpMBTEoiWlqFNXsSyVl2fnuzidtuQzOiNJZG2bkFzrwgmZkDRmP8fQvWGdN5ay6o0Q6srjSceoQ+/VQSkhWWvrify26MI366SjQzmZR9X5AZ2ovpjkep3o5ZW05g0UouPUbjuZc03o6fzbU/nUr7TD/bytxsf9vDpGNcvP6pj5Iht3HKgN1cPkZn3vB+fL5MIbC7ivh0OydM7SQlxyGCEgkJYt37/V9FBc2pRxNyJBL9+C1cl14KDz9M0V9/gfuqu9hm9CM+wUuClsQtZ7egtLaipaWQlqHguvV2mZ9Wq6zjxsYeQrZzp/S3sdmI6dCR3o/PyobiC0mwKTdX7PGTThI7/YsvIFQXILMwlSuviKGEe/oMbd+q8/ubQnjjNGbNdqIWFxO+816q7nqB5uq94FQgpmPJSqXkhOvYsTDMRUNGYt20VghTd2PXpiYxNE1TXu8SOXA6HOTlq6RLJidKcQIvvieESVUhuXUfyTtXYnogEJQAUlMT2IjgmvsS00f35YNlcXi66g+1mkr0B15Dm/+uOBPcbjjuODzOGA63CqEwmAZmV4oppomqgiXQTiw7D8/ofgQzHHitLajbtvUIXnQT3gPlxAHq6qgtDxPWLHg8h1Bg7uwUwlVSIgzB65VrOkBYBNOUqFi3jPe/UnOrqj19uA5BzDxnz2bVx6IQWFAg/eO6CZPH07Vfu+KI9S5i/qZ2+h91DPbOZnnPgQMPa1P4vXslu/FAx9JbbwnvOPbYHzFxKi8XUZRuOXiQ+fDllzKIV1/9z8nzjwCBgFz2P+sbfAQ/DH78M+QIjuD/U9TXi+OxpqZHaOyQGg2KNN38KpXxa9g9/CweuStGtMCg1yBodmSyOxbBM6yTYHUrNpdFwihuN+/O15gwWT7rkNi8WU7MbuEEwxCrbdcuSXXJz5fUPcOA+++n+qq7ee/3TrBG5JT3eiA9AzSNxvIg24P5ZKWk/OMToNvbrSgErV6ilbVkDO5LybYQesREC0axuGw0+DUyHDZGDPRLLUR3HcjRR9ORN47Fb9uI7YvSuyiKsqeZpsQ+kJ6Ox6WTPk2DfsNAURjmFnG/v/+9pzegzycKsIMHyy3u2AHXXy8fsWIFhMMauYNzKcwMsOpvZQT9Bxhn6emsWwv7L57D0NWfSP1Wv37oDU3s9CTw/kfQ0GDj0qMTyd6wm1gMdq/eLPlKIAZaMISenErZPD8lM3sxYt8W8PlQPB6sYT9aLEqf/BTigwaGDpFwJ6UbW9m8PZELL/4J+quv4li2hE6rhvXUacSfeDzmik+gvAImHEVbZZSapxcCCm01QfJGpbDL4qZXkZX+fToZfP4QtpU4qIrA66uiTLv4Wqq2tvLEkwqdkQAWbwb2No3jz7qN0xO2E9997243ZiSC0qXV7GkuZ/wkC7fcrmJ0RQvQLF8RhuVLdOrH9wenk3BiJjWlYbQ8hSvPamF83FZ8W1eRNiwL5xk5RNwxMvskoO34Atq2oldWoX++ilhyBqU7a4laFtIn7WPu+e2v+fumMB+uTWbx+05qq00gxqpVQY4/w0NcQQrR0SlkBFbzs/VPMOesUYT8Op5EGxnzn4G3S0U85S9/6REuMQxIS8PMzycQsBE96VxMuxvHU89g7ttPwqblTBruR5k5Ce+6N+HGO2Q87HYRqWhv7zFkvV4h0dXVMs9tNpg5k2haFmXvbuBTJZ/FexwMKw7QXhokMMJDfKqdVLefwSntDD7DSeumMn76h0KU0NebCEFbk86KFSbDR0Jmdjbbt9v4svBnDD26GWtnKzGnl/XVcSx8MwN93QamXX8aBWtX9RCmbrS3C2MbMEAWh80G8fEomZk4utKbWsZPZ8Nf5NdTUsC2bQP19eDxisaCxwv79koT3M6tZUw9s5ZtFXFYrTBtZBvJrz+GHtiG1r2/+P3w1lt4ExKZNmkEO9drNNcamF09lix2lfw8kxFF7aR7/ESCe1E3tKAM6i39rT7+WEhTfLykfU+cKPvVtm00HHU6H7WM5qObbbT55fpOOklaPvl84I21wIsvSiTp2GN7akFTUsSDciA7OBxMYcAASY18+eWese8iU9ajJpC0TjKZExJ6FNUVRVL1xNaXGrb9IQ8dZ12GPU077KnsoZCU3B1ImExTuOX998swZ2fLNDmQV/4osHPnwYTpQCxfLlL8hzkidzhRUyP87tNPxXc5frxM5x9K4PcIDo0jpOkIjuBHiL175RDq7ukIciBdf70c6odEv374q1rp9KTjDtTj2bEWEhJYvtmHJ1lj4pku1qwT26+uzsbUqYl4Jyeydm2Pgy0aFefsIUlTMCiKXt/o7ogQttWrhVGA5NDPnk1bxElb2CEGSywKwW4C1HWf+63MOOEEYYORiOS+dXaKIZmTI0am1yvpmeXlhMMQ+HgFp/1kAvdtAxQF0+MlioOstBBZRgUDq9bAG29AIIA+7z0C00+g8tijqA166ZfSyOCBzdgKKqjI9hJS3YxO2U/m9hrYZkBeHs7iYk480cfw4XJQdWeYdRPW9HTRqOjGiSfKkDQ2Wrn5Og3d7wNHu1gNCYnQ2gJlZexpTWHo9Omwfj3G8pXUx/el5ORxrFidB4rCK1oOZ3sHkrRzJYrDju2osXQUjyZs2vApHbTFZxMONKJ7EyA+XVTO9uxBsdvRUlNRgq2kOWLUNtsIDp3Mlm0qu7ZEeKi5D3OuuJ8+ya04bCa7bJkUZATIyU2BJ59AW/AejnYLmmKgKwqmaaJMO5rk4Tmcl2SSmOjmqScMLMEOMpUadic78O6K47lnXVg6SrCYIYKaAy0zh/derSDld+M4qXcB+DshOUVqjvx+8PvR128mfapKUxOoqgKxGIaho1qsWDSDOHeEkr0GBQk2AuEATrfGmefGKPz4MSwdLfQ+cxDWd1/E2LQNb1YiwZNOxXnZeWh5eRi//R0V1t60VGikpUEyDVgqq+G5+7hw6AQCg4cSqhzC3GohK+Goyu4tQc4bW0n/st2oLgdMnkTOO++IEyA1VYh+e7uEds46S6zWtjaxDAHj3vtxzjyRpgYbZY+sAsCSFI812Yc9WokyJoni8nIxiLdtk/fbuVOsyu5inu5IXDgsn3nccRhvzaX8oz00XX4zemc8vx37KSlrFtDySSvK1tE4R+dR9/4ibI01mF4f1hOO5fRZ6Sxfeqi+cgo7d3YFWdxuKsxsPtjo4YOPrWh6AnrMhKRkcFvAsNBsJFAQjYpl1h2hsVh6lC0vuEC8Bzt2yLr3+4X0nXceFZ5+B/fI7QqedbRLBmL/BIP8zCh+v0JLwIbpVL6Kao9KKUXZtg1LH8SJ0h15A5QXX+CYFy/jM18z9fEZhHUrqmLiNDrxGa0cPymC9qvrMSqasNt02PqljPevfiV5f2vXyodkZMBxx+E/73KefS+XFTt9kGnFNGXP/f2tBqedLjWUZySsJX7hYmzuLjW8k08WgYyyMtmTkpPlPbvH5t+FXaLdDBokqYSxmFjE+fn4nE5uvFGU+evr5aObmuR2vt5+yesFh6cnin44UVFxsCihrkvZarc468KFcn3HHy8880eVTf+PBJDC4W+KePyIUFsrrb727u15rbxcSpp/97sfNdf7n8NhI01NTU1fNb5NSUnhyy+/PFxvfQRH8N9HLCZswu+X9IycnB/MldbeLsTmQMIEwjUefljIlKpKRk93+wbThHXhMby7Po36Uj9JaRbmzJrGKNd2yhbbmHxRL+59UKO9XRyle/aI7TZypJzTB/aC/Nbbam4WT/u34csv4ZRT5GT94AP46CMc45OxBvsS9Xb1wgqFIE/qRVAVkvsmwpQcudmXXurpJWGxSOH2ySfLyTtnDjz2GIoCerufzE9f4cbfnsub79nZFUrEFoITpnZwZuE+Mh+9FTo7MbJzqI8kUvHmNuzJKylfUsjaGgOn18FNv8hjzCd34bn0HCyvv4b62adycNrtcOaZKFdfTW5e3ncSHOpWaG5oUNCdXsj3yD2oqhCm+gYwDFyBRqmp6OwkkNabyh0dpJ7Z8pU3eMsuO0edfiEZg1OxJQ7mqZccbJ/vp9cQH3H9h5Pgh4kXxZHfuwF+/4iwtYIC8XLX1aHU1KDqCukDB+E48ygab5Jbqqi1c89reVx+TRFqKMbY5iWYDz6K4WlHmz4VbeVKEkMRnP2K2FOiknbRLN5XZvPiHxVOO8Xgj3fGcGgxfn9JA5m1m3EanXxSNZtY1IklKwuzYj/h+lY82fmQkMB7n3qZcPY1JL3xOGZDE2p7K4qhQ0oKap9MwmGTwkIxBIygghmL4kt3kOVpw1m2AyVikp0Spmr1Eo6/8ij6+VcS3LaTgTceg/LHu4mGI5L319KCvvAjItXlOC84A0tSHO4IOOMNUiMVsG8fZjQKixfhGTUS759v4fqTr2H7/jns2GZy/PQQ1/X+gIwn38RSvVlI+7Bh4u0/8URZ78nJkor64Yfi4k1MlPFuboaiIjSXA/uyReRddR0pw3Kp/ngLHV9ux2hrRxs7Cu+uzULgf/ITed9335W6pZ/9TGoAN2+GtjaMqUdjWu3E6pvoaIihH30W+lWj2V2SxqTdL+H9bD679oOSnsYgtZnYBbdjy89nV2My2dkd1Fz/NINPK+X228/n979Xyc1XmX68HbtTSE9egfpV1pgv0SqbQGICemsb1NdJzo/NCtnZOG3bZe46HDImpinR4+pqmVDPPSe5WKecIpuI3S5ql/36wc5OKG0Am42GoI/QKcNReRe7HXIT2nFU1WHv6MQWUkmaOI5YuuOrLgS2pmrS0roES51OIaaVlfL5kQh92tZy2yV2Xv/cYO2qGP5Ok8Hj7Zx/hZuiG07DdDgwDROrZqAkpYsn4+67ZZPbuFHWZF0dLF/O/vGXsXKjGzJl8YbbQxj1bXibm/j8aYV7HvehPPcOTb2Gk1aciPrBB3Idw4fLXvTee8IYNE1Skw+Xu7+7r9MhmoxnZcFFF8nWOWSIlOYcaq+eNeuHS92KRA7OcGxrk0fUjfZ2Gabnn5frHT36h7mOfwn/qJWG3f6jFoNYu/ZgwtSNxkbZmq644vDrYx3BofG9SVPit/RwME2T9vZ2mpubUX8sMs1H8OOHrku++JYtchoUFsrhe7hlxf8d1NaKt/Kzz8RocLuluGX27B+kq3l5+aE3SBBb5/PPZaOsrxcDY8oUseXmzrVDMBuilbRua+fhrSanXzGWo85N5YlX7AdlJnTXma9fL/ahwyF8xun8B62pupX3DmwubBhyknbJelNVJRXK9fVgGGSXr2T0sAJWLCqFfsVdyfcKeH1Y3TaGHOcAa0DYYFdDW0DIabfmd3KyfM6JJ+L84GNs9iCRbXvIjj3DL276Betb7MR7QvT75DmyXnz/K49hwHBS2WAFxcS6aCHDhlzFsvoQRtjGmx/5GDw0F9t7c1HMGM0zz8awWEnY9SXaSy/J/fz+9//8II3FhCQGAhTavIwfm83KL1QZ4EBA5kssisUCRSmd8rqm0Rm2YmKCTSIDSUmifL9sVxrzm88nsttk0oUGl/xsP7Z9O4m2byRic6ONLCYx2uXafeUVYdBvvAGffYZit6OMnwDjJlF9y6NcfOH13Pl8Li0kYGCnogJOHlKK5dEn6AwbKFoA5aUX4ZRT0BIScPl8FA8by2tf9OaduRaSMhSsbjs4TO496wvMPzxIWA1jH1lISXQs1rIItoEFBHv1RevoxFRVKK+gobWVzvNGE7//Nyi6DnZN7jspCeuVl1KzyYbbLUFJh6ZitkSwhZtxaSqWjGSKR4Xx5J1E0bCReF06/hs+gmP64dy+Hr0gl9i+ChxqGD0GSpMoCbJrF4rDQXpkt1huNisM7IdeU4eiKigTx2Lk55CPzpsPV/He1t4c41pB8LYXaDd1Uu0WiaRu3AhPPilu3TlzugpwbKIIqevyrDUNjjqKxqJxdMTnYmlrINnfiXLH3eRccRkVel/8e2tRph5F5u75QpiWLJFiuGHDZN/YtYvo9j3Upw7G9EZIXL2caCBK43V38P62QkYm7EN9ZzmnTvISW/4qtSEvwaBK0azB8MoT6FEDtaKS5DQvbW123B6F+r8tZtzj05kyPY8+Axw8/7xJU7MCmsaUo6TuaNpROr3TQnhsFjojNrF6OzohOwvaO+g1JI6cvC6p8tpaWXtz5ojqxIUXypxXFPGyeL09KoKLFsGqVeSp8QzImcq2dSGMaoWVQzKYcexksje8j7V0D5rdAAUcbhehiVNwvPgkJ0+6jkWbUsnp58Hb7bxRVdlb3W4JUUUi4HDQ37qH3/RfTc30kXQGFJS9u+m1qhkVk4jNjbMoB8VtheYm2QdKS8Xx0tW8mkgEiopo8VuJ65tOa9SBEQgR27UPs9WPDnS2QUsZFCbYsITr0O94AtWKbJLd6qJXXikE7NhjJTJkP1SE7/BDUSQYOX683NrChQeXQE2f/sMSlcREyXhobe2JMh2I7nor0xS/2dCh/6A+9j+N4mIJyx0qRW/ixB+tJHc4LP6ab8MXX0gp8T9pMXYEhwnfmzS1trbypz/9ibivSRO3trZy/fXXf+P1IziCb4WuSz+hv/zl4JSvhAS46iqJaiiKuNV69/7veIL8fnjmGYmi2O00TDmNfbZ+1JZpJCz0Uzg1Slbe4a187a6j+TrcbtnXH3ywp9+dYch5/Yc/CNlxudxCPIMhMAzmrbHym9kO1q3veZ/u0oSSEvnbtWvl+717pXXSt5Km1FQRe3j3XTE+gkExaJqa5JS88kphdN3KRC0tWDe9zVnXTqSipoDdVS20urOx200SM51ceb2F3oXAzrKDCZPFIp+zciXcfrs8+6wsOOssbDf8nNwOC7t2woZKJ5/8rpO2xo3MOt3JuKrtuFprvnqPDr+CaSpg6JjhKA6XimKzojkd7K5PYPvkK1BCIdrwsejJfTRVhhg2YibH/ryOog8flTScQ0n1dvdSqquT2o4VKyASweF0cvXY6eTNOJm/veP8SjJZ1RQuutxK/lsPyPsVFeEM2nCsq2efJQePPcKY4QrPPq7jbK8naPXR3KKwY43OOednUb7Vwr6tYc44W2GSvQY1EpKxzsyUdMldu8TTryio27ahv/QytKUQv2cdqYNHU5SgUFgo/UKPNXaRaotgaIrUl0WCUrcRDqMqCpWvfMH7zzVizc4HVUPX4ZrTauj97kO4UuqwqAZoDeRnmHzxqY5ZUko0vZB6fzyGbiExL49EvR7Lrj3wxBNEq+vpqGgg2qc/2rjRWIv7UhSE666TGjGrqtHbFSVQ3oiW4uDsXyaRv+VJrBu+hLmvk3P5FRhHpaP0HwDz56P0zYKTZxCtbSL46tuouoGKIUX6NhtKZwemwy5zcv9+tJEjITsb84MPUBcvhpEjSVAUZvaKEXjgDVpbIT9PhahFjPRQSIztjz+WFLSkJOnXNmOGpKPFYnTMOpPPfbN5580oteURfHkDOfpEL9Ov1PE9cR9Z99xDtauQoC8VixKDO+/qsWw7OmDsWHbphbzTNpkNH0cxdJP+Qydx7PRW0hZ8wAkjRlL/2z8RMp1ELEVYWprpaNHwOJx4PKDXN6EARiiC1xqmts5ORqaCI2AS3V3CnDP7celPTQxUNJtKQSH4HGEcJXsJrf6YnMb9XHvMT3n4uXiCPi8E/KAoJIYq+dmQZuLmvSoNcd1uWeOKAtu3Y2gWDNWKkt8bxe5EjcUkfzUW+0p7PK5yA5fPKuBZex6rPwuy+fMWpt56Bq7BDiwL3kfxt2MUF2MZOwHLZ1+Q01xPTuF2ZpyTSqrRC+b2GLXhqEp72EdThw9H31z0lLFkDBmLa/kn9Hr/dfSmVkLJWViT+xDJ6iUKkw5QWpoOblTeNfbRAUPYc9x1fFmby45NeeQX28nMgc/fbKO99eBNV41GsA0dAL/6FTGLQ0qWugUwXC5Ys0Yaov837J2aGuLKy7lghIdJQ3PZXubCVDT69//hj8mMDDHQu30IBw5zUZFsjd1HeW2tTJ8fDWnKzRWV0j//uacoq1s976yzfrQiEKb5Tf2SA9F9HB3Bfwb/0iw566yzSP0ara2rq+P6668/LBd1BP+foLQUHn/8YMIUiUiKVlOTpEJs3CjpMbNnS+PHrydw/yeucfVqsNnYO/Mq7n8ugeqSCKCD0kj8+DR++TvrYW22Hh8vzuyDagMQEaR33pFDyOUSLhkfL1/nnCOkp60NULWvTs4oMrx5eWLDx2Jy0Fks4iDt6BAH6qBBotA9YMA/SM9TFAlrLVokIarWVglNpaXJ621tIqMUDoOiEGv3E8wsIvrCy1w8ZQ6Nxw9la0QnEDDpM8QkMxOefhqOsTfhqZNH63QihOnPf+7JT+zsFGKyYQPcfjvxI0biq2ijvdUkp4+Tn14RZURRO57Ps1GrXGDVIBiU8TMMIU1DhrCnzIbpc9PszaWywmTNLisP32MnLtXO+acXEPl4B5vWRtm3L5Urz/4lfaurDyZNTU3SU2fjRqnhqKyUwZowQV5racG75H1OHh8g7YKTWDrfRnp2mEnjM+n7wUNYT50jEYe338bljafX6RdQYYOh2Q28+qwXR6ATs7aOYLKPjGwLZWXwu5t1fn19HHlJleQuf5t9dy6n32AL3oodcN55Ypn4/TB3LoRCIvE9eCRpqSauwDoeuGgzoc17aXbnYTu1CHtzGy4nJCaBprnB7Eox6moUG3InoWf5hFDpMRI9OrOSN6FsWYURjmKqwL59HHXHOXwYnwixEAlKK3ZHjGgwnmBWIced6CMlu5VP6/qy4J0mLC47TcsMmh/yM/ikFi6/MZ7qao0nnoDPP9co3Z9B4cw4TpnayoB37sC+ey1KUyMRm4fovmoc/k7MW25Fra6EcAjmvYM2bATOqy7GXLAAW2sDRFNlIpeWSilHaqpM6qYmifT85jcYOgRiW+nY3Y526yC8ehuODAVfpAGqKokkpROOS8M03Tj2V2ALhcQaefFFMbhcLkybjQ8cJ/PqvY0AmBYLrdYU3nmxnqrxR3PVNRGsmsmnW5KZ7G1C374bMy0Dra6LzKeksNczlDvuCNIe9YOqEQrDpwtCrPvSwz03DSO1YidNpoHN3kV8VANNMdCiQVTLobM4TENqxOKTrWzdrlHU30RVFbxuHW9HNT8bV03cg/dRE2vHk97B2Koq7jnvIna0Z1FnzSY/oZ2+8Q6y5s2T8MVHH4lHJSMDs6iI2C9+Rfi0C+hYsJy6cgfuJuHsbjdCJPr3hw8+oLNNp+0Pj3L29Klc89R4rJtX4KlPRH3lRdQpkwi7fNTsaKXprvdRMcnMMEha8ynx/TLAakX/2dV0/uFPNJYGaO8Atwtc2QlUn3IlD92XwKhRcPnlZ+CbPBnN78ftcEBDA7aVS3sGo5s1OBziAWpoIJaRw+Lxt/LE3Tq6zU8gO8j2ehdx8Qa/uMTB25tVAh1imWb0spPUvAczUoWqx7DZdYh2Wa2aJvdbUiIRzv8kaTJNaenw+OPQ2oobGGixMHDWLGEy35IFdLgxfboMwxtviFCRosiWPXmyZEB0IyPjXxMS/EExdCjcc09Pn6akJCkI+tFdaA8cDpg06dvbeI0Y0VNedwQ/PL43aVIUhY6ODrxeL84fVZXfEfyfw86dB7uqQIyclhYxymfP7olAzJ8vFv3EiT/IpbS1CQewWGSz/yrDtKEBTJOOwRN4/M1kqksOkMY2obUuzEMPubn33sOnjp6XJ+U83X0ou5GYKHb6iBEwbZrYcnv3StSpqkrOzf795Vw9EDablCRYrXJOmKbYQ9185yc/EWGDf1qi5ffLqThqlLgV162TNx82TC66QWp36OggYIujvDkRW8zO/j0x2P02noLlpP3kDt59N8y8hbnMOMFKfT0MH+GmqQysNiiemIKzrOzggq7uhxEIwIIFqJmZDHj3EfoPGIgxczSNOxvYua4XHQWXkXTuJHJLluDZ+gXugALVOlpqIs39J1K2OExHZi9K9pgkpyh0BFSCYZVgRZR924LceIOV9g++wIgZaL4R6BY7WkODDHBtraQQdotUvPmmzFFVlZyUyy6TCumaGpyff8S0M+KY1mubXPOmeDjxOClKb2sDrxctzUHrqx+QHbeD2CV38dJck+T2WsxoDLdbIRxVaG0W1hzWXEwx1uJfuhrF1KitMXH36o3q98t1Wa2YGRnoTg+GomE6HLjKSlAcBtFX3qRj6SaswPRjpxA3YwyWdWDpftY+nzzDQADcbhJSrHjSPXS2RqG8nKJAE46anQRDoualKAqGbpLz0h/51S/v48m/6nREIhg1DdhbGjnu5EKm9Sllv1HMk3fUEzNVICILSzXYtKCa17LjqKoVFfniYhg3TuPEKTruO++isawKS1Iy1niN/U0+MgwN6/sfogQC6AlJUrelmCgbN2IZNAi1fyHK4kUw5wR5NpddJmm0cXFiIA0dClu3Yl7/S9p31bDnb+sw9zeQunkXUWsCgZZWknol05mYSkszdDSadFaAr28WHZvtDM2sx7pzpxhZV19NRTiVeffGABM8XpTMLIJ1bUTbTT5b42TWOWcxoGMV582ow1WyHTXQiXn+TzCCHaivvoo5YCCfrImjvakd3DZQta+8xO0tMZas93HOqDjQo5gdfkKJGdg7AiTEmwQ6YwSagvjysomWVqK57ARUBxkZ8vgUqwWzoID6DZCbq3wlOpHXWyN590rClXWEHBDTmrGV7af39m30jkRE2OGjZULojzlGCiS6Qwl1dURjCjtb0qnucyHpcXVEGiqIRKRdUt++4DzlFCgtJVbbSFm5g2jYQm4fL+oVF2G2tmHediP+fbW4yl4j7ElGd+aiRy1kpIRx1lUR2pOC9eG/YMQl8GHWT7EfdzdxtbuJVdXSnJlLpacfaFlEoxLIHj8eJkw4oKeOzydW5bJlRKIQjjqwZ+ZhCXainDQH5fnnKTvv9zzzWAxds0MwiFPvIDcvhbIyk1f/pjHluCSWvtGA06Ny6QURWPYFelYIS0EvlPr6HiVLt7vHyP66V+uHxt69Et068MyMxaS+yuUSr9d/AB4PnHCCpAHu3i1lefv3Szped0REVUUM4kcpP56aelAuW3s77Nsg96FpEmAuKPhxlTiNGSPB76/XOft8Ms4/OqXC/2F8b9JkmiZFRUXyxxYLeXl5TJ48mTlz5hz2izuC/3G0th78fTTaEzY/MM7fjQ8/lN3jMO7EoZAEkt54Q2qJXC45f088sUsgq8sxUJY6kt2bDtFLSFVpaRHH4+EiTQ6HlA9ommSodWsKxMeL83zyZLHfm5t7/qbboCgokEy2bqEgp1O8UKefLtlFXxcIGjhQIlbfadMtLYVPPhELraxMilICAZFQdrvhF7+AiROJvPkO+2tUFBOpqcAEE4yRY3jt4yT8FoWqcpVFnxicdprCzmAeQ3LTiJTX0eLMwLFheY/wk8slA9CNjRu/MhqUgt5sr/Dyp5eTqa5RCJkN2LOKGZiXyc9mDyPug1dIOmkotWNP5LmnVEyvg/pmDdPQOfNcKx8viIHNzgXHN3Ji+HWarv0UtyVMR0OI9vfnE7t0AprHKQzz449h3jwxTB56SIhUd15EeTk88IA0JX3/fYmWtrdL2hwI2338cfndxESw2VD9naR5FLS6LTRbgzhsDtRoFJtdx+6MUtogOS2K04nLZ9Dx2kqCYQ1Ns+DzhjD3l0FrC+aUKZgLPyTUGkK3BPFnFKI3gsfjwZgyhY63N381dOEPP8Nywnicgwuhoqtozu8XiycQgIsuImv+k8weezl/fyFEYqga+7ZtGHlWnF6VSNBAMQ2sFgVb6XYmvXYFvS+/nrK8XFp2W0i1tZJW9lc8tonMf7+DSEcIxaKheNxfqbB1xGXz7OMRLrrSgt0u0c+KCpgUX0FKSxUdQEuHFZs1GfewfNQvVhIsq8fZPx9pWtSBGexEtVlRVn+BMus4seC2b5e00V69pKHp2rXilFmwAJqaMBQr2mnnEzdlGG1f7KD9tQWkXH4ybP0TRtBAa6glLhAlzuVEz06ncuxE/vC7IL+5OZ7RTqeM08KFNMy5DX96Cnj90NmJWVuLEbXhKkhHqaulfHmQoWufwNi6F+uMCWJZVlZC3yJ47DFaG2NsWHCwNWbRIAwohsGGLTZOmxxHQVwTZkzHsnsjltNOxPfxclrcHho+Wo/voguxvPACsbhk2pts2Gyyxm0Xn0lbfj79+wtvxN8J4TADh3oxP1gBhjw7LdCBmZAgrmtVQ/nwQyGXX3whUeTsbMnzqq7GCEeJFg1g7W4f879M4/TTfkef2HZsW9djuj20nTQOZ1EcXHwxwYhGIKCQcPxoLIsWojdLC4TInlIYN5boqmUY9Y0k9klE93nxtFSgNzZjDBxO8JMl1J53Js/9rhbD7aUleQahmJWWz2RqTpokBG3bNrnECRMOGECvF376U/w5xVQ9s5DOhg6cfQeRdM5MvG4d2xdfslfrS9iIiJJjUhKKqpLsDuDs56K5xkLx+EQyXK0My23B8cbLhNvbsEwai7koCBnpKOldtauxmFiuxcX/+SKSNWu+6WTsxsKF4hn7vodQ9/61f78cDtnZsoa+QwQtLU2Gvq5O5ls3Yermb4MGfb9L+W+gqUmy75cv73nt9delVO288/472ZeHQnY23HyzqN+vWCF8ffhwuc7DIdx4BN8d35s0LVmyBIBwOExTUxMlJSV89tlnnHLKKYf94o7gMKGhQVIJNE0s6h+LC+XrCkGG0WMg+3zflINpaxN2cBhJ04oV8MgjPTnB3cGUPXtkk0rJzYXERAKRQ3ym3QYuIVVf53+A3EtZmZCNWExSfLqJRm2t/E56+iE6KsrL110nfUPa23vqmUIhscEOJEwj+gd48KISbDs3YS+LkTZtIO9vL2TJ+jjOO69H6O+OO8Tg2LBBeMCMGcJBv3Nov7S0Z6A6O8U1143W1q/y/kIjJuB/dw8+u4VYV59NZ0EmJb1nsPVjlfhUO2Y4QEdNGEtnlOX7nQy//lp8f3qAjjaDdKdLSJPd3qOgFY3KTcTHd72hk+qE/jzwhxgNjeAPKphGmFhJLetavDyXPoFLbxtGcyyR7VtUjEI7ek2IDEXlpxdDfVWQquZ4vIkGx/XaQeDexeh2k7hkJOTlsmN+8gn071Kne/ttGbB335WcxpQUeaaKIg8lGJTIU3exWGKizOfmZmHBn3/eo7bVvz90dGBraSGzvZ1IbBe9cgcS7AC1sQ1qSlEcg1EcdoIxC/nZQfwlUnHt8ZhYWxvQQxG0xkYMlwdzwCBiX2xGbw/gSGyjpNaF/+hpuIqGo7dJ2FGxWnAN6oV77yYcN1wr6XxLl4rh7PVKMZumoaxbx/HX10J5hM2bHFgqyqjZ10HO0VPxLflIhB0sGmYgiL5jJ5lNW2n9bDOOtVvQOwIomRrauZOpqdTRYybpOVaOPwmy41owNQs7gk08+U4aGDoN9QrxCSrJySaJybBrJ0RDOk63SjCgkJ3lITWyj2AkSrAlREMkjrSCAdgJYw20oaiKWM+LFonXQ9dlfT39tHhCNE2MSKsVQ9fQX3qVlNvvoG3NLvTaBhq8BRRcejzhh/6CUwmjB6Kgamgzp2NXo8S3ljHvvUIGzjoV15svQSyGLdgGdYY0HKqrR/G4sScnodRUQYcft8eG6Q+iRw30teuxJCZgBsPw699gFhdhueyXWONcXQ1SJYKqaaCpJophYM/PgFVzMUrKALDMq0Q/eQ6uS86haPM2/AEFf5/BtN/9HKEPl6KU7MOflEL12JmsqBpIwmIbui7285L5dkyLBV2xStqmaZCWDHRqGKnpmDn50OlHsajg9qI5neJl2bFDoqIbN6Lk5tGeNIBPn/ATjTd47dN0nM50UlOPli1tLfx2YgCmTsUSVihUHLgKslD/+D56XhqRjhDNq3bivvhstJ3boLYJtbWJlCQNvbwZbdpUWpqjeGbOwOGA666MsmFvmI93B9hX1WOxfvGF3NO2ruCtaR58PNRGk7h39Rx6T51MnD1ERXsc4ZVRemeFmXDjE3TsdECuX8Y8GIKGBlSvF2+yG6/VpNhTSd+2x6j/Wz2dHZAUF0Vpa0OdOB7lk48P3gctFonI/act6tLSb/9ZW9vBAj3fBaYpqg1//evBhbSDB0tN8XcQY3K5RGdj5MieKEhWlpw5qgqRpg4CO8toq+wgZPMRzsgnJc/9o+lZv3LlwYSpGx9+KIktB7aW+G8jN1fUE+fMkaMlKemAjJgj+I/he5OmKVOmfOO1m2++mblz53L66adz9NFHk5iYyFtvvXVYLvAI/g2EQrIp/v3vUpyvKOIhu/DCQxe4/6dRWCgezZIS+d5ikV24vV124h07Dv79/v0Pa+OHxkYpjj9UEeW+feKoTpmUAddcQ9wGP5rFJT1Nuq+1V6+v1M/S07/2BuGw7Lwvv9zjHczOhqlTxftdUSHPIz9fnsfYseiKBV3vKZy12b7pRTr+eKnR7sbJ0zs43/o3jDvfl1YvEbB98RYnjRrDabddTkr/lK+iSH36yJC3tcnlf29Z2m6y6nRKKC4vT4iD1SoDZrfD559T+7OH0frsxvLFR6TGooRzJ7LVOYx7n0hDMQ2iEQN0nf79NUbkNTMtsgbrB/tIvPgkbF4bZrRfjwzy/v09EUdFkZTNuDhIS2NvUwLNNVXoFpfUdLgcmCmpRG12Vq6MMOuMVP78tIuH/mLn+PMgEHCzbGmMRQt12kMektNUirM7cCxeQCcmNpuCoYsaYILDxG7RxbXXHVVKSBA2bZp89aAiEfm3Yci1jhghz3TwYNHd7e63oqryf49HUhtzcoR4vvsueZs/4KyJCbxYFQcN9dDQQFK/MI1WB0dNMGmvC5KRFk+kvpWUhBjWllYMTHRNIfjUK2gP3Is5bgba6i9QfV48Y09m0aYUiup1emU7CA0cSV3/qXywzkXnagcjsrKZcsbPyZw8ucd7vX27uIxzc4nfvZpzVr/I1FkX41UyUV54HscJ01F9szHnz4doFDPeh3LKKbQNG0/n889gCYdRVYUET4RYYzPF/dKpq3Ry4THVmC+8hN7SQczqoJcjnj9fdi7rrdPQ2xXqQ05++lOVlz/J4MTcTMzSSlTTwDQU6rfVkzVzCNrKtcTsbporYjS3O3AnuilOiKH1KxJD8qOPxMArLZVU0cceEybi9UI4jGkYaJqKw6US3LULIzsXZVBfIhEo/7yUuF/8Bqc9gBI2CWOnbUc1+rZ3OXbGRby3po32i6biWvQ+tLSQ1biJ7PQxVFa2QlERSlMjVqeGGQpgT3JQmNxE5+4qVJsd1W6DV15BueFGYgZYKqrwrvyIo4dO5IWqAdDUCC2tqBi4462YaTlMnmjgeGcThtYlyOb1oq1bjbZrK7EbbqHeWsDnZb343R1WCvoMYvTgMPurrCy920IgAFdfbbJjm0kwaDLrOAcftvdl484WJk6eRGb473jjFIyfXIO2ewfKtm0yp885h/q1ZaT0LkBrb5No7o4d8PTTGJk56ENnctVFFxMNb8EVaUO3udgZzOPDdSnCG8JhGDIE218eJ/L5evj5FbB7NxavG/r0o3lXhPqnF1N8zbWoW7ajVpShZWYQO2YGflcicYSwv/c32mtfx1dnMHNoX8adfRlXPjf6K3W2A5MOxo37pj9t797ur3h8PjF258+z8MwTOiZx/OFhFy2qnbj2StRgF7noIq3uJCcpQ7LwNA/Gra0hFjPRBg9AzcqEgjxISxX5snCY2NARGCeciOZvRwuHexoU/7tobpYb2LxZ9tNhw+RsPHCTzs//Zu51N+Livn9dzr59Ujv69ejV5s2SfnzVVd9JHEHT5NK6W/R1Q9+5m9gDjxL+cgfBoJ12v4Zz1EB2nXYFoUm5//XeQu3tEqD7Nnz4oaSC/miELLpwCB/rEfwHcdjkQubMmfNVFMr2Y5tl/79i9Wpp5tDNCkxTDsO77xZZ6P/2rpWcDL/8pUgnr1kjr/XtKwZnt8ezG06nEI7D2IygqembkqkHYssWSQth5EjyUmoZu8fKio86weEUg6yLwPXufYih3L5d+pkcmOQ9caIUodbW9jSOrKqiLaMvWzsG8fEXcXR0yHk5fvwhW3WQlib1Tt1ZaucO3oxy3/vYbDI0docEOZw1X6Lu7w/DDo4AK0pPsOZ7o3dvseSmT5c8+lde6SEEY8ZIUdXYsbQ40nloXS69C49i4rgYd98N+3ZK7yU1HCAt106nFa64VCfhztuI7CmHrGRq91WghAL0u/1s8eQuWCA3E42K8dC/v0QOXnwRTjiBht0OUBR0Q0HNzqBVS6SuDiIhA5vDTmWbm+HjLLS2itcQFKqrrbz9rhVUiPPopHkDGG2dYEJKiklbRRirTSHV1YkSi8lzqq0VK2z7dnkAnZ3yWn6+EP5uIYXuYrirrpKfXXKJRHT275eJFI2Km/CTT6QAIDkZzj8fZfhwjlvwOHE/vZy3Py6idtV+8uJbOWpWBhG/zp+ecPDgybOxvvwKdksMhyWG2tmBqbiI2jwEqtsof/Q9HIU5OBIymbtnICsX1NE0ycH4i47l5V2jmP9QCAhAiptdr1v44COFmy/Kot/iew62SO12qK9HiUXJvPfnknJZVwJ/ekgcLuedJy7PyioMlxfbu2/ROytESHfiHdMPU48Sag4xaLiFvIR2Irc+imKaoKqYhkmstZP4t55l0EVJOCyDSEoJsnevm08WJXHc5RfieuSP0BlE0+yESuvoSBlHwtAB1NRYwS3NcL1uA7WzTcRHuolrfLyQUZcLXbWg6wp6Wj7NehyWBB0zEMSphrHbTJT4eMoHH09qeTkda3bSvKGMcGoMy5QJeFMN0iPlYFVJK64kanNizyqSMO1nn5H40UdcdskY7n0uCb/fhORkFEVFjfNw8XVOMubdjWlXsKT6MKvKMXUDRQEtMx0uuQSzvpbxltWsjB/FblK6vC0Kqr+TwoxOJoRX4TjtBCjKRU1PxxJoQ2lrhdGjaU0p5O/PWFm1L4Ie1di5Q6O2zklFhdjLpmmy6BOTcWMNVi6JEA1buOiCGJmpLnJcw/GWzEeZOhXz/gcg7BenmseLWV6Ba8JMYoNHoL31muzBoRAUFKA6HKTOGkXGl08RXLGeiGGhPerE6c2i6JJr8YwfInvcM8+glO7HLCwi3BrAPnYskXVbMbaXkJLVl9ZAEx3PzaVBScF1w6+IWlyEfnsnBZfPwLz7fjS3iTelkIY6CG3chb32Xm69/B6ufkS8Rvn5EuBNTRW/xNfRHbgHWWoPPwxNDSqYKhgGu7eHSU5VaSKb+PBeWadd+/eJJ0JOkROSTkOZOROrxyP7zS23SKZAZibtt95PVTCBz9a42PhYhH5jE5hZaqe4+F/cSw9EXZ0Q/QMVRN9665viRyNHSsT7UCl6xx77/VLzYjFxMkyaJMSotVVEboJdKejLlkmaw7/SfyoWgy1bMG/+HeHFq7GrCpmJ8SSnZlK2bgtJ5uNsVn9LVpb3v0pIQqFvV6oFcS6Gwz8+0nQE/138W6SpsqurWXZ2Nlar9ZBRqCP4L6FbyexQYZT2diEp/23SBGKA/epXkoIVCvX0B3n66Z7f6dVL1Ar69j2sH61pcnZ+m5zngVmMjrx0Lrwe1OQkVq3q4QoDB8Kll35NuMg0xTA+8I0HDZIck+3bhbl4vWAYdAydyMv7xvPR67XQxwuqyp494uW6+eZDBwRHjxYVvb4FMRK+/JDAAas4KUkMKEVB3mTqVPEmHw7k5YnU9cMPi+e1u6bHMOSZPfMMPPgg+Q7pw7N1h4WqWgsXXibXu2FVEKfHwqCCANf9zELuypdxpDpo+cltbKpMoLFZpbhQJ6G8guwTThCCsn69DPawYeLV/eADMfJzcki3JIKnDtUZT4ORRF2VFGarqqSj7duvUl5x8HMcPlwCe+++Cy3+EIFOA8ewYuKDVViMCKlpCknOIK7KPZJnMmiQGOUFBVLTNGuWpLP4fHLvAwfK/QeDYuD07y9RpKoqES8pKhJydMIJEqX67W/l/SwWmfNVVdDZiZsAMx6Zzcgrb6b+t3OwuKx0qDE++VQjPsfD9vSjOeaiOhJXf4AW0DCbwyi9C1DOvpSqlz/H6AwS2Lib6JgJ7FxSB0lJWLR2KtJHMf/OrhxJTYOUZFAU2trglXlubu03DMfm1T0DFI3KervuOknuf/ttWZ+vvQbDhqF4vZiahtIrH62uAednHxKefR77Ck/iw1U+2pQECtYHOX6ORnH9O5T3TkH3+IjUt0FTG737OOhsN1Dmv8/UicWU1qg0N5o0Nyk8+uUorvvN7fi++Bjrnn2EnXHsdQ6k752PEHn4NfhiI5oGSUNzUMafIMIb0ajICL/wAgQChKMq0bxi9FCMkmofDc0qmqrQq5eH2hqF9KNm0za2iNvu8vHQaaU4NCu5uWA/dgaOpR9ibNyEbnat4T37mXn0dBKM68RqLy+HXr0Y1ryYu28+gXW7fezYqpPex8Uwe4yMFc9i7WzBTJIeZEpWOmZVlYzXz65AefIJCATJsL7DjZfdwibHWJbsTMdMTWPyOIWBLRvxPfoUkdwctGlT0V58Gp2uveaLDQS9n3H8tbez5EGVSBTiE0xaWkxMUyEaNbFoJh0dMh2dPiufL4lxytROsvuZBJ98He/FF2G++qrcW3w8uD3E3HEEwyrGylUov74W863XUI45RlI3GxpQfvMbrIs/xJz3Lq7UFCy6hi0KXnuYyBv3k3TMH6GqBdraUP2duIcMpw076kWXE9t0A0owSIJPJzWuAxOVQEoiyzZ4SOyTTOH9dxH822MoOQXYrCG8Wgin20UwaGIGgvSuXsbA/r3Yvl3hrLNUHA6Fm28+dEuE7hTj1FTxYzQ1ISqiTidKMMCapSFOOj5KRZuPki8TCdniSM52cNJJMLVPJcofn5YIi6KI0+6ss8TB8eij1PeZwP1PprBzYxiTDkwTKtQ4VlUp3Hprt0Pm38Cnnx5MmLoxf77sP+PHy/d9+ogT4/HHu2RSu9b01KlCmr4rmpslkvTMMzKnocchsmSJsNNwuIdAfV9s2gRr1hBdIfuKaZjojS1YOzrJziumbPVWkmeXUV098BvRqf8k4uNlqzsw1f1AFBf/qEX1juC/hO9NmgzD4K677uLBBx+ks6uq3Ov18stf/pKbb775SGPbHwtaW3s2xENhwwbpZP5jgM0mUYxu5OaKkVpXJxZwRsYPkj+elSU274GlOQei26PZ2CjBguZmOZuOO66nx21e3iE21mhU+pcciOJiIRsHRv0sFvYMOoWPbvdDgg30GKji1mpvh1dfFWfn1zMSCwvh2mvhy6URYo2thEJy1iclieP6q2Cc3//thcPfB6YpCevNzXLTlZVipXQPgs8n823FCigtJW1KHtdfL/2kGhtFQ2HUKDhrjsGAbD8Fuz7A0msAgU+2snz81Txya4RoJIKqqVhtkNUrj1t/p1Hc0CDESVXFqOjoOOiaCobHkzRlIHt3RqndYWB2cVTFZmXSDAdbt6ls2yZcHOQZbt4sy2L6dMjOsBHZ0kyfvmNxlryD2tSEJdyK2RZGtzkwHB4CR5+EYXOQsHw+nHmmPIyf/1yM9MpKuf+sLGG4Rx3V0+SyW55w61axYocPh7VrMcdPoD2jLxZFx12xUwZo3Tq49VaqTricpXuyWPxHg4aQleReKuMnqpx9hs7Y4BaSolG0aVMxiy6CijKU5hYaX/mQaLXcoK1XJqVxg2iujYLXz6Tj41ixohkUwO2R6zwg3WfrbgfVZ04iJ+SnsvdknDlJxJVuwvHWXJTS/WINXnCBpA1dfz3Mm4e+aw+6xYExeDCWmTMI/NTK36unseBBA1JcmG4r25Y24nE6uXBgIUVaBCqrMY/uTywzl7aFK6n7spFoWTX5Rwf5coON0UdDcgpUViqc+eteDB16OaNGRwmaDtbMhVNqGvDbTmX6H06n90AH7gyn9O/qblIZCMAZZxDNymNPOI+U64ZQctMTdLTomBhEdSjZr9D32MEs2FtExuBUfnfeNoqGJ2OPTcS7fzNmuIHg+o1ihBo6qt2GYbcRt3UVLBsu+1FFhexJ+fkU3HcFBR0d6OMnsqPgclL/8jD2nZswgu2owU5MhxWiEZSTT8ZwOFEWfIDZ3IqCCRGFtHlPccyIdQybfT6lKXEs/dJJ2NWf7BlXUZDYjOWZp2gKO2ioMwgHdJLzE2nc20rcwtcZP/4XbNzeJbDSha5SMwYPgZJSlUDIJKZbUNNSaLWa5F99HlpbPfr+UsycHMKGQsCZROX+KJ2tMVQVkrf70V7/kt6fvyS5yaNGgaKgrF0ra7y+ATtgTUjEpbSCakPdt0scQKNHw4knYl24kKRd2zBaS3G9/Bhs2IDy2VKUVj8cfTR5E6YQSc3kzoe9HDcsQr/lZRhtBhabk169obBXjJpOL821IRwbVnHixOn86mIng3LaSB+UjCUp/pBbVJ8+4htKTYWNGw9obGO1EpfoxeZo4aO3/fQZqXHn0+lYvQ58cQopbXtlkz0w5LBundz/7bfDWWexpaYfOzaGicUgEtMwsnOob/DijUh69623/hu9bRsbpSbv2/DRRzK2Fots7BMmiKVfXi77b3q6HELfNU3QNIWMzZ9/cEHMzp3wpz/Bz34mn+nzyXP9vggExNGSkPANZ6QRjuIItWCzOSHQ9g2dp/80bDbhxZs2Haw1BD01v0dU6Y7g6/jepOnmm2/m2Wef5Z577mFCl4TN8uXLue222wiFQtx9992H/SKP4F+AzSYG3aG6X0NPd9QfK5KSfvDkXadT6t/vvvubQg5nnil20q5dIpZ2oNRndrbYkN+qWmO1yh/v3dvzmtvdc7J2KYmRn8+X2zxAUAzbrzkcuhSsD+KTNDaiVlcz1mGQPS0Vh3M0rrpSbHaIhKGlGWxpXZt9fv6/Tzbb2yVi9e678u+zz5aISVKSuOqi0YNzHLuizwMHwh//KF7f5mYxZnrbW0m+/yYIhQgU5lI2YBaPPxTBiJlSCK+a6DGF6tIoT77q445ZA/DO//s3r8njgZQUkpPhlAu8vPSiwfYyHUwTRVUZM16lV4HCys9jZMUFaSgBf5OF+x91HmQbOawq159sJ+7TeXDR+ZhvvEF0cysx7ERy+hK58RZOvWkAGZkmvzj/XIbZtmE2NKK2BdB+ewtqU4MU2Futct9+P4bVTk0N6HoyCWdfiveph8Rjm5PDHksxi3flsHGLhsXn4uhJUYbbtpK4dC6dZhr3v5XJvi+aqHXkU16lYm41+ehj+OufYtT/7llUtYGUaDUB1UL89RdBVQXpaSZBNRF9/CQqcyfw0gtiTI8cFqPfCCcbyvtA/y6N+a76BItFnk+C14I5Zgx/XpGC9Us/R73/FlWfryQ5y05GZjK2NWskMnrLLXDXXbRZEtm/10VE12D1GlwL9pD4wkN8cFMypLait7SjNjaTPjSbyX12Eb33IbTmGjTFwIjqRCzx2H/+CzJaV6BlJpKS72LseJWpU0227zDZuymIacLWbSrBphhm+XZ+dkcG45P2oQyF1LY9OP62RaJgQ4eKuAaI133ZMvbMGs1vnssjv1cep1x9A655rxPYVobF58I2bRK1px3Pwj9ZmRXYz7TVf0Z5p4a4ogSsZ52Ked/9WOI0YlED01SwFuWA28RSulvUIbs/78orJTV1zx5wu6kbeDQrv1Q58ydnYd6xl3BHJ063B1OPoAzojzloIGphAeamzRCJouoR8bLYbGwfeQF/vDOOivYGSulFujeBlLYibn0gjgzLAqp2tqAYBhgm0ZhKLGpS//YKZr96BX+fa6OtQyUhWXwJigIut8LYsfDIn0ysmsnMY2D9l1HGty0m+v6j2E4+BqWmWsQu8npRXqnSHnSguUySkg1SfGFqP11B0OXD+YtfCMm22aT3VTAom4ppooWC0NoMHjd6ZQ1VI0bgTS+G557HGevE0ViFtn8/bFovRvhJJ8lG+tlnKLtLWBCXQ0dlFpE+YaypCUSiOjpQUqPSr79CfqiSjBwnDPaQU7wa38K3IRaj7sKb2OsbRm2dSnKyOI+ysmQKZGXBL683ee/1AB5NgY4IKAreJDs5ORY0TzKkJtOkQUKm+GLQdfjbgkPnaPn9QmYuvZRlt+pEcwMEggohnNS3OwiFFZpaJIP4wgvlWr4Lvi5gIdrt/yRHTNcPri3KzPxOIg2HRFVVTyGP1yt7Vzd7aWyUPd7lEu/gv/IZzc2iQz51KhaL3N6BUNtbcXgziMV5DlsCxL+DwYPlLH/55R4/Z16eJLb06/ffvbYj+HHie5OmF198kWeeeeYgifHBgweTlZXFlVdeeYQ0/ViQni6e7/feO/TPf0yyMP9FFBdLedf69RLMSEwUSe++fcXWfeSRb/ZGqKyU1++881sy3xRFUiY+/bTnQGpokPDGunViwCoKaBrh7kMlNQ20g5ejYRyQ4WcY8OWX0j+lro6mamgPx5P4i5PoHDCA+s83g67T2gAuu0p8kkXENP5d4YxFi+REsVgIDRyJJS4JFRW1oUGI4NcjywdEMtLTDxDICARgT6PUPnV2Uh1XRJniJ9zZKkp5Fg26hMZjUdhZ6aEiZTj9C9fKWFVUQCiEYUL0+JPpcGTjr5IMsvPOVxk2TByvVovJli0GKxb6cTZWoOkBzJYM/nJbG34jSZwFXQZIKKrxl7np5M6cQtbSVwlPOJrYcafT0WHSGZ/FY0vGsWuvxt79MHpsKi2pKlkPXk9ox35UdRPJOU4yPB3YnRqkplK+L8q7X0jALRSC3tnDOf2EPzByzePsy5zKHb8rp6PRj+72EQyH2PSFyaAxw7lsgo3Syiy2lnkh2UV1iUQ7lGCAmOli4UcqV0wcQuPbH5LSNxln5V4CDz6OY0ABjsHFpB1zJp9uSmbhvDDpeSonHBNmlH0tSeGRDB1eyMfLnYCCqsKsYw2mZu7CXLqUuP17aN+XzvhBk/G5Yvh/uRYsduoaLRh2K3m9C1CL+8ILLxB2xdFUq0g5n1tDVeNQNQgvW401+Uz0qnLMWJRoTOWE46J0PvYCEYcPu1KLEgmjaRoeswP95Sfh9J9Q5uzHns8asIcVIv5eXHW5ykN3G+xolTXoDtYz+0Ino40VtHmGsGR3JlU14+hXrDOyLkrq7ItJGjSMWChCR8iOq2o3kax8iE9g654QCz8dwqyj+jB4ZidtfgvzPk9k0lIwY63UlYZobTYJVUJCfBPWfftQEuKxVFdhcTnEK+JwwJ7dsu4CAZkzui5egL17JQJns+Hd9gWnWLejtKZiffAPNCipNEVNEtRWvLvXYz7+JOr992KEoqi6jqmoKLm5NI2dxSPPe6kti2J4DGIKlDd5sGcU8ucnO7hu/Mnom5/DatHAasffGiMlWaWsDLzVpdz0m2H87XWVunqxcYcOlczR558zSUmGWNigoJfJRPcWOm9/hJaUKM7GFtScbCL7qolsLyW7l42NjR5yMnWSQ1UYqLQ/8jzN6QZZTZsl7/ioo2QMVFUs/u5IeSiE2dhErZrBvlUNeP7wBmangsXqJT+3LwmdlVLLdu+98NOfSn1tTQ0Vp/6SVX8Oonia2LQ/kaNPOwb17bdAUQkFDTrao9iGjKB66Bxaeo/A2VhO7sCxVGcM54k/u6hzhuiISWg/IUEyRwcPlksawibSsnazbtAMKvYp2K06cUotGWqEWHwe9a12jj5agiglJaAHoiRpKST6fId2Lm7aBKEQUYuPHXXOQwbtm5u/3S/Zjfb2Hqn0zk4J4I0a1VUuFB8vXrEtWw79x4MG/RthrEOgo6On74TTKWyvtLQnFa+yUkjuzJn/Wv2wxSLX29GBpagAdfO+gyNOmgVLv0Kcxfk/ioasFouUdQ0YIBnmiiKJLf9y3e8R/M/je5Om5uZmig9R/VhcXEzztyWHHsF/HooiUmu7d0vo/cDXzziDw1PB+r+BvDz5Ovnkg1/fuVNs9UOhrEy+vtVbVlwsaVzPPisn686dkox/9tningQoL2fEtBCLv0w75C6dl3dAQHDnTukFFIkQjkB9A0TDrZTd9jz5915JpK6Z4NodYJq0mtnEXXAqynf1FHYbRV9HTQ3Mm0csO4/NQy7g3Y8dnDIACkdMQFu3GqtudgtQ9VzwoZLUW1ok1/CTT4RNhMOUMo02ZwFYulLulJ43Ul12Yk4fYacpISq7HcaOJRyMURNOYl7ZeNb/UuH00+WgK90X5bWnQjTWSY5FXr6Co3w3OjHi8qy4vQoNZQEgIPeZlvbVZ7XpHsqLppHlbiW4dCONpTFK+xzDe5sH8saHkp4yYwYsWKDQe1ojwZpWFJ8PQzeob4KYmkSvDJWGKWdwz11RKg4wEPaU2binJI/f//Z2FrwToUNpw4iLEgiq6AagKWxZG6Ht/BF8vjGOmnYnmYkhsjNiBMIazZ1OYlhY9oXJpddMQ33nQ4IhBSUMeiiAvbwC9fPPSPDFMWvzbgYNHYXuD5K/dD2+DC/Ubac4awh9PUexqymFE86wMzTwBeUXPIgRitCn0KR053a8BVvJOXMgZTadYKcBRGisc5OSasWekUPsrffxx2VRUWMhKcWG3Q7lJTFUBVLXbMLtOoPq7GK8O9ZgsVrp46zGqK6lIdGJLycbKssgEEDVg6iVfnxFGST5UhnYYWXEzBRWbXewYpnOtOPtnHGBQm56hNTtFbj2b2Wd5yLuuMlFY52OrscwDMjIcfKX5x20tY3n84+DNG2tI2HIaI7u62HsUQqffaIQLgnx+ts2XlcSMdBAMTnjPDtfvNpI0VFRIp/UkuKLYNu/H5bbZL0GAsLYrFZZ3N3W3pAhEk3tboMwe7bU1m3ejJrfH83po+nEi5j3cW+WL40SrmykVz8PZ5w6gZHTS7GFgqjTpmBs2oYS58HweNmZcTQ7N4VBsxBxx+OIxEh2+aGplRbDSii3L1l5DhrarCixGNFACEuCSnK2m9JAHA894OeYkz3MzlcZNEjEUV95BQYNVshM1aUfc0WYhLp5+ENhmls00jZsQjthNrYnnibcYaI115Oa5iHN0Y7Sp5jmnXVgt9Pqj5HhcKJ++qmMy/HHSz3f1+pjDYuFRncevtpydNUCVisxoKRaYUBRHs6KPTKmcXHiPXE6CZpOIi2dZOa56DM+laXh4yhMLiG0cgPxPgP7uWfzxK4iljztIWqNAZkUDOvHOYMNftJ3PoZrCx35g/hgR2927LPz8MOirZPm8cO8eaTb7UzKSOAnp/XHH7GgOePZtVvBF6dw7BzhCH/8o/AhI2IhIzicc0/qy9j9f8NesvOg+8NmA1Vl7Fgp/8E0QDfk/6oKqsbYsQr19YfeVkEI00svScZbN7Zvl3Zut9wCffq4hKRs2/bN4lqXSzx4hxPOrr5z3QzQ65VnHAzK50+YIE39voNq3iGRlibXvGgR2qUX4/5yDUZiCgYa0R27URwO3NdeQ+bQH0kDpC4kJn6tLvk/iHBYHLOxmFzDEXW8Hze+98oYMmQIjz32GH/+858Pev2xxx5jyJAhh+3CjuAwIDMTfv1rSSXZsqXHJdm792GV7v5fxYElNN/755rWE7KqrZXT02KRPJIpU74isv1Geiguy2Rn3cGFURaLNAiMi0OMlcWLv8p1MAwpfwKI+KNUPfk+FSdfg2NGM0osymZLIlkL/oq1tVVyDMaO/eYhaJoyL5YvF5XCtDSYNk1+vys/3gwECRYPY3ef47nvtx3420M0NTm444qfoz1wD7HtW3FZQFWQOfXLXx6aNK1c2WM12GzgcOBxm6i6BkVFqHW1GB1+FE1FSUogHJ9GVmKUPvp2KURaswZDs2BOO47YlHP5/EMv0ahMaV2HVZ9FufxSnYceUogaGo5YG2Y4ijtJ5YoLw5i1B1g1tTWQEE8EO4GAHFR1HW5aTriAnfln8bc3NOY9qx3kVS4uFtX+S6domKaCompSZA60tEI6TrZGiqgoMyG7y7Ds8tIampUt+6ys3QcUaURqWiBsYO1oxwxH0HXYXJOE3aGR7C9HbWzG1q7j8DhJyMikOhBPKGASyS7AmpGEojTK9EIHRcGcNo1oYxuxijr8a5dCMIi/rwvfedPg7bdJ2bOHX0xzsjIyCp/Viv/PT6PEIng9JrGIDiZE/DGM+kbSUgxKI1ZAwYzqxKJWOqrDOC3urzKEGhtM6upU8vIslO6N4UjzUb3LQmUD9E1MQu1oR4sEMBSFcEcEM8cHqamYsZi8r6ZhdrTjfPouTr/rbhY39mHFCgiGNVZv1PB44KIT2kms3ETL+Jn88UEnDTUxDFNB10HBxO5UWLFC4ZP5YLaEcfpSaPykjN1lRYyeYGPwSDst7RrleyQ6pKoa/YfaaN1fR0qSSe/oLtKSIyQZ9WjVjRJivuACWZNWqyywbm98QgJfdYsdO1YKHf/+d3FGaRrOQDMtF1zHPS/lUbW7FLNPH6Jhk10b/Ny9WeE3t53PcG87yqzT0L/YhtNoo1ZPp9lvRzfBFu8hZnWR0lGBWtWAbujE1CQ6Izbi2suxJWdTXWWC20VTY4yUS6bRPiyP40/TUK0qGRmSWhyNKlx8sYHXC9XlEA4YDJ8SRnumBc1hRVEMlIYGjI8Xo9x4A9b3PsGoqCSrfzyWwWNoC9ppfOVTiMawJNpR4jJlrb7xhhj1bW0iDtE1t838fGJXX8+GimQGGaU9anTBAEYgTGfAihN6JMpCIaiowBuow5c/gsEnF/D7O006O5O45MxfcOxv9kCsljfaR7N0r4aloxRa6mBAf3ataODBVX5unKWgP/08TpuNcy88i7f7ncT6HU5KSyEtvVEcT6+/jq/kT8z8w9+4+8ORrN5kxQhFiU+M0LuvjaeekkesabLJ1vh9PHRvGzf+9mwm1N4rFmz//hJtzM2Fujp65bsYNcJgzWfBg4pfElKtTDvKQXv7t5tRu3cfTJi60dwsQ3vDDWAbNqxHRbY7R6yoSObk4e5cmp0twhJdSseADIjVKmRqzJh/nTCB7HvHHdfVOFnFoimYixZihsLYxozBvPineMb3giOl74AM02uv9egdpadLacCECUdMtB8rvvfquO+++zj++ONZtGgR48aNA2DVqlVUVFSwoNuDfgQ/HnTXBo0d+9++kv9z+Gch+n8awtd1MfpfeqknZJWWdlBIKznLwS9ui2PRZxaWLBHHbEGBqHcPHizf2/Qglj17vvobq0WkxQOdJoTDhPdU0Fzu5/UnxdI/8Ww/1t3boa1ZPt/rFW/5gVi3Du67ryctY+dOqdm44AI48UR277fy+UfprFtzJk0rfIw9O4a/spnVHzTy3II0zrz6t3iby9CjbagJHjmMR478Zg1VW5sUHR8Iw6BXdDfrmrJwJSVSEemDJz2GYUKz3461I8ZdP9mF+9ZfQXUVJhAMQGTLk6Ru2s6V5zzCpoYsPB647jqTxQsUtq/18+vfeqlr1IhURsmd7mRScR39/n47ey64A4s1gVjUhHCEaDDGzjI7oZDYerW1oih95pk2yisP1s7QtJ6akWUlmfQbWkR4066vfm6aoKeks36TRU65Xbvk9IuLgzgfuN2EQhb8fqht9tHa6SY/O8r5F0CepwksVlL7+mnaV8P61gCKVRNFx84g7NlHZmFv8gZ4+OjNFqbecDtxzR9hm/82UdVBcPwUGD4EtbGJ5ooYdkcEiooInTAFlr0sJLuxkaz7fs6kS26mzDYMQq3YTplMNLuAqNKJ+91l+HdUEMmejM1cihLWMXUTzWEh4LfR8PEmep94Av55K1ADnVh0sFitBPwO/h975x1mVXm1/d8up9fpvTJDGbogTUCaCgIW1Fiwd2NLTOzGFrsxsWPsvSKKiqCAIF16b8P03svpbe/vj2eGAUUTfeP7JvlY1zXXwDlz9tn1Wete6173SkiUaB82BUu1REebRiA9CZvbhcfSgj0cIrOXEUPFfqEgJ8noSEhGA9HmDuSaGqpe/Rr11AGMHKmyeDFceFIDff2bsb+/mFRbJ1uUXjQ0qaBH0WIgSRKKBFOmGXju6RgZ6Qqmskp0h4KWkQI+H+vWGbnuOigrlSEs09ygMXKkxuRJQWpXtfDn6xrIefGvmDrrxYW+4AIRmHZ0wPXXi2h24UKR8h08WHDeQNCVqqoIRmWMu/ciqSqSyYRst7I7UkhNZRBdAoIB5NRk9IYm9FiM9+aZyHi8iEBxhKw77kAv3U35x9W47DGkzCzCCckYPD5i9U3IiuDjRhrbiC9MRD52GI7SYoyKjZjJgOGCs1iWdjp6hRFfEPSAULTXdVENXfglrP42htsaoqMpTN+BJv586bXk8AjWQAuyHhCZhuoqgiedjTbzbFpyh6M/+yy+jXsFtVY1kOQOIfkDgrY1apRYK6xWoXigaWA2o8U0SmuMrGmII+eYbOwGFd3bBY40nc42icT+/cFoRLLZ0BubiMUnk1q6illXT+PVBSYCAQld03npfQevqcO4626Jl98Fp9ZOZjAEFjO0t6O3eaj1aNS5i0ixmNHDUUKvvMvJdxeydd9wkbzq3A+PPw7RKFpRfxYuNdL4+Tpy3XGQnk6cPUJjo53t20Ue6+AyFReP1tbOh59EGDj5OJxJZoFy5s0ToMnhIP286zjtxGGM6Kez7FuFYFDnmKEwuCjIitdrue2FPODIA9dXrz7iywBs3CgwUk6OQSTYBgwQFc3uocy/RIjhEGtpEWuXydQlENTWKnqaJk4Uv/fvF+u/3y8A8pVX/tO8tO72J6NR5GYPIypkZQk/cvPNUFaGJMtI8fFQVytGFzjv7uFU/n9sNTXw0EMcVqmsrxfUf1kWw5yP2r+f/aLhtvv37+e5555jb1e2fNasWfz2t78l/Zc2Jx61o/ZvaLm5wsHu2/fD94qKjlxUOcx27RLA5FCZoIYGMb/pvvuEkwTSET5m6lTxp/HxAmO9+qoQgxhYZOQ3agK2SBkGg0gEpqVCSbEOmo6a4KC9TWzeYlcY16cJFpaIFwYPFkFg//49GcTWViHp/n1JWV2Hd96hLWsQd/+tNz6PGW+9nd07I3y7BE45LZEhk2N8+3Ub27clMf6sIsYeGyajyEVlZxyeMglXqzgvB7Nkfv8PSf9mMyklazlhVAHONCtLN5pZ/q2BQABycjTuudFH1rdvI9XWACJOO5jg3bOXPp4NPPhFBvv2QUqSxohjDUyeaSelaQeTE5vISq3BsOBTlI2tEAiQs38xE6ZewJLPg2iSQnuHfFBRb8IEca4PHBAZv9mzD58fGYuJwpvJBFuL7fguvBBT+UPEOnxiQHBuAtasOJINLlhTB+0dInCsrQWzGbl3AanJycTFqWzZInHSmABXZH9F9MV50NGBzanQ5/aT6KzzceywMWzdHMViMeHzAzrEhRs493SV9x/yMna0DePgvnDcwzQf8NHeEKKxKoNlzVNxjzoXU7CDfWtauKrNK9S1GhsPCnNEA1EMFpWGK25j3gIjNV+GcLklxk8sYsp5JYR2bMR82kyM728gcfpIXBlWtBioMQOBESPwbW5Fr9oOOhiIoPt18v5wJrd/05tjj9EYNlintMSNXF1JldfNaddMwL766y7tZ0mcxMmTYPp0lGAU02knkdpaz6drvWQPcvPH8+txv/IXIjv30O71Yh/gxDMoTMyvi89GJXRVJSLJmG0STS06KSkaFqNKxBdEbagnarFj6FK7evIpmfY60Fs6sHibkEIBMo/bjPntV6CpRmTWb75ZPBtz5wrg5POhudxw003oJjO0d6CYDVBWRmjTDjpCZuT8YzEpdlRXKgZPC2pODlu3y0STUvHbkmnzG9EUCWd+OjbdS5lfoq7DSotrOOYCP+uMs6g7vYN4HKQck8B330n0phy/zEH6W/+hRpLWzKdOSyH5ognYUvqxu8zMNw39mVhoY/36rkBL1yEYID83xq7tFlYt01CMshDmNCp0BM08+lY6d0w6D8Pfn8VttpDWfxj2fZtwrPmassFTeP+1AGe64kWgrigkp8o4kiSIZkBiIvqwYcRiOtLe/chfLkQyGsBqJZqSRe3xs6nbEOHb+Gxmnz+d4CtvE9B1DNmppF49Gb1sF1LAj75rF7HLrqRp5W5km4t+g420vqdiNWtEDDKhkI7ZIiPL0NqsoZsNpFttyCYDNDQiGSwgSVQ1GMhwO4g0isXOum4J+XnDSHJH4NVPBMhoa6Nu5GmsfDUsxAXb2sDtInlEGrt3A+i0Nmm41ICgBFvM0Cufcr+HthFTcc65TUSuOTkHZ4DFv/5XBsx8kNXrzIzvI6MYZRpKfHz+dYDpZ5rIM9UAR3YGP6XaHY1+j5H3L+KIeTyCQPDxx11ijzk6t0zeRMpnL2FsrhUR+bhxYvErKRGLnMkkgOKXX4pGsSMNCUQUYFesENtu7OqnmzBBzLo6LPzbskXcU99XyAiFhKhQ377/3w9A2rGDH6V2fvCBIAX9X1EGj9qP2y+qw6anpx8VfDhq/7FWXy9ieYvlp+cBulwi+TxnjuChdysfDRgAV1/9DxKBkYhwQEfSVQ2HhSJd376HUSGSk8XvbdtEBsrfNbi+ulplyJSpJC3eSFam+IjbDTl5ErXFCrETT+a7T6JkjsnmsisVetd+LnY8EhFermsW0MEsYk3ND9UtuiwaitK4phhd7w2yjGSzguKHWIzPPo1xzz0JbF/eTpslnS83JZI9UubVZ3vmEMuyUNe+/PIuZSunU/yjs1NksseMEZFEIECa3MiMEXGMmhrHlVd1NeEmRMnd8CUsWfSDfZONKj5LIk0ffktBzknEGv0YPJ1ULQ3wWZmL+06qI+3lBzFdfDbSim/Fh4YMwVSyh9nHb8LlHMYXa1w0NJhxOARILSzsUfwtKxPtfqedJlo4QOyTpgmQbLPBnOVFXHv73fTzbcRmjiFXliH5vMxK+4rsC/vw7nvQUC/kpgkG6ZXmZcnCOE6YLFNWJnNZr+V4n3oDVRZVBVefdOQN3xH/2Xyuu/Zuto0cytebnPgDMoMGxDiufxOZSUHGXr0b254NKHVOyM+n2TmKJ54O4g0pSP1UYrIROmJMzG8mr3qFuHkOmfgZ11nBRvPFPPXYLkySD4IB2rwKny5MYtfQEfxhiglGFpBb1B/l8UewtNcTMthREjLoiBpx3HQFaVfUYjywm07NSU36cL4xZDNwYhy7tkcJNnq5++JG3HV7ce3fiMWsw1lnCoGPSATp/AuQvvkG/eFHkKtrURNTiLv+Oiw+jZYWONG2nljrPpQ0DTWkY4u2UZgTRlGNRJEIYkaKiThXB1SjjNEiHRweS2sb5HJQfh/Ap1nAlowryUhW+07kwmOh6oDgwuTmwnffEW5qx583lEB7FFU2YguB6S9PoM2+ALmoH9qLLxDevJPiRhcBr0acZifVbMFnTUQ3xePOK8ToyqV6o43G/REkq4qORKOuYrdZyU/24omYqAq52PdpDTVhMx+8ayRqMHPx5TLx8Rrli2LYHWBQJEaMt3L+qBIy33uPoGai9f0SDsweRXG1zCWX6xSNEGy3HZvDUN8AjY0UjkrniZcVZJ+frFw7ekDDkWChpFTGm+CgMn4wfVw22qs9eLxG+gwajX3sUDKMTZwwzoI191Rc9ftwOzRsNlBVBUw2/JZ4Gkafx756JxnKIJzbVpKYEMM6djim/kUU1tZx/7kdyDVVmDWV1FvPge3bUAcPwPD8U6DK6AYDelQj+Pk3uO+5C6m1Bc/XX5AWnoiU5EZTDMg2CzFdJyVeo3d2FJOqIWnxoAlFTEUBg0UhMQFi3h4UIjc30W90jFx3h8h8pKeD10vEZMffeYiGdCBAWDHjsMXAHySsaBCqFOtQQgKkp2PNTESNi4g18/tNJS0tjHjrOuy3vsbXn/goLgaXW+KPt8oM7VyKtflYukFTa6tIsq1fL3B5YaFgNRqOUIjq1etf37+i6yIP8NZbPa/NGlhMwx8eI2AIkJcPBlUT1bS//Q1uv13MbDw0sfX3v8Pddx8U9dF1cXpbWwWT9d13e7Qp/H7h5ior4ZZbunp8g0FRRvsx27NHJFN+zjDe/0L7sVEnINxzW9tR0PTvaL8INLW1tfHKK6+wpytSKioq4pJLLiH+6BX+rzVdF7F29/zZg6po/0HW2iq0CBYsEAuS0ylYN9Om/bgCe05Oz2D4zk7xmdzcwwemHtE6O0XP0I/Z/v0iJehwCEDTNdfH6xVsvm7ABCIjuahqAKedfA6+DR/hUmMoCqSkyrhPPoGmof24ZZSdjA2fEv/7J8XBGQxCtapXL4FkDp3j8f2hFF0WjoDPCy01QVpbRQLSaFWxpdjxdUQxKjEaO3R+93AS1Y0xOq0y770nqBrdpmk9/vLii6GqykZoxO2k9d5FboIP62P3Uj7talbW5LFuvorijjLhgg4KhrlRFNEngMNxmHKTLHcp48YlUNekoqcruLQ29APVKDlJyJpEx+pd7OzrpFe4HeZ/KkDjc88JmSy3m8QV87hofAvHPnkV326WiEaFo6+qEtXEykoIeKOogQB/utLH2bPi2bBZQVIUJkwQ98nTj/gYEN9EtlyFQQsiPf43CAUh4McqGyhw9OGac6/n6VcdtHYYIRSicICFReujNNTp/OVmD/GPz6PFBorZSPa0IhJGFiDbFfTWVlK+fIOTYq8wYcRYoolp2Kr2oodHwp/nIzU1iQvS3g5WK0Puu5+nnymitbiBYKiJYFIWWloGhXt24Vi0WtxPgweLC7JvH0FXMh9+omLIToP9e4klpdFpT6OhUWbnEo3BUyZzStterC/9HYPDgp7Qi5BPwdccJOGNJ5Gki+hYvpnSQBzSsGPYTjzvv9VJnWTjNxeYyBpkIX/BcxgrigU4HzlSBKAzZog+ub/9TTwTHo+YLtTYiPbhXEbOGExH1nikj5ZQXw+9k71Ymg9gUjX675nLiSdfzhefRTBaTfj8MtGoTlOzEBXTdAny8lBrDoAmgwTGqA+TrHLz1SE6IxZ8ISOQzAUXTGLCBMi9szdqZSl4PAQ/+ozSPeDd2SYkGxUVxWYmLw/cKlAsZhV1HmgnUOEBVcG3qxL96ukY3nmL0IxZhCU//Y8x0fTXKJLZhC4rRDvFw9vhg36nuqjY0UxKtsbchU1M/kMm0hcqWlhG6Wjmygn1WMf68ZU24LJFyd65ANNjnyKhY1QUHJMmkRG3ial9GpEGXA1GmDhBZ9OXLRRvrhEPrQ5+r4bbDfGeSoxmhfJQBiYpgqcpyuYSFzl33o+pqgR0naq+OfRx1OAsL2NcSjEMGQ3P3yYi7S4acTAth5KRF/LMp/2oa5BJcpzGiRPGMCHjAKbPXkG95WYybrqZpK+XEW7qoLLVQaNsIu+232D94j1kqwl9/wFiqpHmtIGEnSkkvf4G0k2/w13ZyuNXl7KvzsnitTbKS2L87gYdx9YtjEkbyZ7vPJjjDeRPyUcZNYC6PW34G3z0dtQSDnSViCWwDOvPzNNVXNFgz/rWpw9xvmqyB/ajYncATEaw26koh5PG+1n4QRSXXQZ/WDwbTU2gxRg7M480TxelIBA4eK92j+6Qa6oZUPYF/ZwV+E7IwhzqwLhmp6icnCZ4VE1NYu71oXhh0iQOSm8fWlhRVTE/1+n8UQ/xi6y6WhSMui0tDeL3rCLkC9BOly6HE4G8o1FRZZ08WaC8btu7VyyIRUX4/SK/9+GHMHo0vPCCcFdZWSKg716md+4URavhw0FTVGpGzCLQO4w13E7G3qVINdU92z9k/MH/z/ZT00BMpiMD7aP2f28/+85dsWIFM2fOxOVyMXz4cACefvpp7r//fj7//HPG/6vVXo7a/7k1NIjM+zffiEU3Lk7EQiec8BPqcf9mFomIkvehbXednWIwemOjGL/yY9O/7fZfMPXdZBIf/LH6u9UqCO0vvCBKHPHxMG0adUmj2b//h7SFDbts+ArO5Io/DMOlFYsD6t0bU3o6mdu3k3njZT0qiQaD8GqffSZkzq+44nDQlJwsvPUh2cVgUOyGxQJtCYVs3y4cYk4OZGbJtJkl4rUOLA1tJKx6GnenD9+dD/FldTKy+fD91XUBTtPTuxTvY05kTz+Oz6tkxu+e56HbO2mpC6FbVCK6n22bSsk6sYjhx5nZvVvi0asH4B47Fqmr3CN1nc6w1Ya/zYBh9Hj2vC6qKLIsgaRAOML2YjunJieLTKYkiYGzHo9Auccei9SrF4FSB19/LVoIEhN7YoVRx8ZQOttwlu4mY/5clGHTyeqbjpqbRXLvOGy+RtL/GMAY7MS+ajuG916DinI0mwNZ0lDamkiXZVyL/87Vf7iHBYtUju0PvQc2s2KFTlO7k6bSTkzlzST1jSPjrOPQP/uMyEevYu6VghzvQrroQvjoI0xff4GpqxQmvf+eAMFNTSItbbOBriO/MIeEk0/GvXIVMQzIBgV15jQYPwb0VgGuVqwQ98LFF9M8+jd0zKtCccWjFxXR4HFQXxoGWUcymdi5W2ZcyXpibTFc9aWEjRas+RmYtCZCNQ0Yv5hPePAJtL25DmlrOcNOKKPxuNm8sdbAex8ovP+2EeOKJtHbdvHF8OyzAk2bTCKrvGqV6G/p3RvNX46UlERjxI15wVzixg0gEowBEJEMKCEdowLxLz/O7c9MITU9n7fmQkdnl9JlNhw3Ruf6a2JkZblRZRM4DRAMMv00hS+erMCz0UvYaCeUkEt5o5U77xR9a1P7tJO1dSXSho1oNS2kzzqO9vogje99AyYjsU4vZTsl+nVEsLz8DJiMmC66HgtrSJ0+DGPEj6JHMT/5ELa77iJoiac00sjZZ6fwwfshiERQzEa0UISMAjMDBsqEqqFveidRTWb/Zi+XXhaPobOZSbuepeH1TQy5ayYZLzyOPdSCjIaenIJWVo7sdMDxx2NYvBB+//uDleJ0rZpbR65mV58MVn+nkpoKgwbq6H4Nr99FEDuNLSpRWUYFXPYIT8/LIhTNhZoa4txw203ZtKspGLMzyExMIHGQUVCpagR1cW9zJo/MceHzgRQM4C09QOGAWuT7HyRYuQdbXgZKeQnmTWswGM306d0PX0TDEWhEXrYEcvMAiDnjaGyE+AwZNexHbm/CumMjSkUd6bv9XDBmLI4HptH6h4fp8GlcencGa0b0wyc5WLVWIYCdY0dZmTEDBnw9l0CRiPVVhwXzeWNR04Bomqhgf/MNWK24qnfzm9kz+MsjimA8JiSieQNUbajn4svS2LTSD50RsbDokJ/s45QJnchtskAExcWHMwR0XTx78fEoS5bgLD0kGdYtvYqYCPH9AsuKFcJXtrQItkIoJPJYZ54JQ4ce2TX8T6yx8fCxT0kJMQzb99DdpnkQNHUfX3n5D5Gbrh/M2q1fD6+9Jl6WZZF4BOErjMbD2RbFxeJUzJun8s1H/fHvKMHujuOk6dcwY/xGEld8Iv5w/Ph//zmR/ws2evQP2327bdSoXz6K66j9uvazQdO1117L2WefzZw5c1C6xiXHYjF++9vfcu2117Ljx+YNHLX/SPN4RLV+w4ae19raRFLS4xFD4P4Tkkbl5fD110d+b+VK0e9dVPQLN15b29Nxm9nFn7PbRQnrueeO/JnRo8VU3W7gUlcHu3ahXfVXiOUfcRT57gMmlvbtS8FVR5CLT0gQyK57mqDHg2YwESqtAUcy5kOHKmZkCB7ayy8DwkfW1YtDME8azaa2vIOvV1RA/yKNLLWeUEUdQ3uDcUM9SUkS60sakGtCApQcsr8+n+gROui8FQVNVvlmuUI0JxfVvR88JqIxGYvTwOgp8bgKRfWyrAz++Fw+z19xJabdu8WGdB0lzokx0YktayBlKUOIT2xn3PEyY4bWYwx7CYdMBE0W+Dgi9qW0FJ55RkQmZ5whBqMAebrg37/7bjc9QgdNY/U3EcaPtTNjZn8+kIfy3WpwOXWOjciY67cQW7kQ19jxKEu+xmRTkWuqkCJhpIBP7HhrK0pdNa7ONkbPWsVoZRmsaiYqTeSYgVewfFOEkGakPWAie+ZYIg88gu7xYrVAoL4dq9eD/sQTSL/7ndjvSEQA33BYBHJms7hABQXomo6+vxjOdqAYDXStwsIDFxWJA9u8WYAWVYWqKpS0sajWArSAB69mpbFZRrJaRbZd13E4JeTKWmrrZWzp2Wi792LNTUb1NKFYQWuoRXE5MZvBoMQIL13JhEdPY0ExtHbCjp0yQ6+/Hl5/nQAWGs78I1JzEynNuzC5TAJIdamDyYMG0Bk2U1NrplevBjRnAM44meSG1+jwaFgSE9D9zUiaRuK913Ht7fdy3JTjCQR1YjGNvVsjfPB1hFtvNbNtm4SUnk5yMkw/w0T59jZ2r/cSCYMe8OKgnLSkQuqaDGxb6+PE7R+jff0yelIy4fW70L9dR/yUSejnTqbpbSFzFovpeJPzsSgyMX8IZfsWkp67h4aqEFu36LQUa/RVJPqedCnxHeXs3BjGntjE3fcksmGzjDdqoF9/EwoxXn0+wJxHJfpteJMTZpzGl5tjDEqHy4Zvo+OLTSSPz0JpqsP2yJ/QX3oJbfs2pGgU7fTT0Weegh6NoN51F1JRkbhW1dVQXk6K1ERK2VdMkpqI7cqm5vi7eOZNF546L+60GLGojs8LqWlGXEkSPs1IfKrKpElO8mwNREKwpSmbb1ckY/lQ46rzOjh2x9tIO3cQO+ZY3tl+LmY1wpgTVPQAZMWlkrbiDcxGnWhQQx81GmnJYqRIGDUWRW+uxeX1IekniHlzXb1Eus2OLFlJdQdQqhrQq6sxbN+EYeRI+kzOxre5GNvmzzHH+bAVWNA9+2hu6seilRrBEKjWEKuXhilfVM4dj15K/IY7cfZOwnzNpVDUW6wvqiqe8eJiUSnz+RhR8SE3/vFs3lueQm3EjtzRiuYPctmMGs49ycTGTSn4/aIY2y+6k2SvXzxvfv8PKdWSJCLY73PpMjLEoOW4ODyeI6vkRaOC2TBmjKBcy3LXHLJ/xFT4hfb9NiGvXyGWlAKIhNrBERHdSbS4OH4wgMpgALebzs4emjIc7uc1TSwvh4Ims1nEBcuWAaoD4uLwtrXx8TsxOk8ZzlV9DmCK+ES29ahRWAjnnSd80aGWkfE/U30/ar+u/ezLcuDAAebOnXsQMAEoisJNN93Em2+++bO2tWLFCh5//HE2bdpEXV0dn3zyCaeddtrB9y+++GLeeOONwz5z0kknsWjRD/sdjtqvY+XlhwOmQ23hQiHEk5//v7pLv8iamnoab2MxEVd3K/5ommj/+NmgqaNDeMrPPhP/NpmEd/zNbwR4GjFC8Ba+/fbwz40d2yND3mXhMHh9YFi5hGTXhZQ12LBafzhf8IjZyZoa4YXNZvD70QMBPM5MasacSZlzELveTyA1N8qEgc2kpMkY05OE43I64eOPCZbV4TE5MV56Et+lTyZechwcFK/roPkCKM0NjJpg4hh9HfH9DMgD+xPfKx7QIBgAW89Q27Y28blDi1vENML2ON5/H2bPSKX+nVqGnpiAKS2RT+dD9UcSaTmCspKZCW/vGsalr72GtGSJSHfabJhPn0Veh4664BOePEXDmJ1Gvd9OlceGQQsxxLhbIKJnnxWIzWzuOcddFz0hQVz3khLEDREKIkUiOJzQWquzdouJV17UOLBfJ72XhdFpe/G8/QDWK06l8+nXcVlj0CcLtC4UGgwgyRK6zYbk94kDb20VwMXhQO3Ti1PlWrY1pvLJ+jhuv/JUjJuWo3l8XU5RJ9LSSUB2Yc3LQaqoECpWILg1TU0HBQJ0qxW/6kSuriTqk5BaQ4SbYzgtEVSzQXjbhQvRKioJONMIG5IwJMdhksKkb5hP/yG3sWN9kGBYQvcHMNkNKHYTEU+IPplhgvsh1uElmiJjy0tF8/lRJB1jxEc0pRd6RwcO2Yc7yQRGO7qpldnnRFm3RaV4PwSatlB88m28/1SMXZ+VIMsw8LjRnH2yh6L6r+Cqq9BffBEUFb9spyg3gOYPEfpuHfKO7bhPPZ5oWyextTEkrwLNzZhS4jgQSeXyM9qIWp1omoQSiyEhU1YV4dLLZGZMtVG8qYM4KcCb8z14PeJy6zpIAS/uVD+ReDuNOxsIH29HMpsIxhTkpARi9c3ElnyD+09jaDYa0MMRjLnp1JKGKW8wtZvrCZVK7N2RyMMP6iTYgljVCIvnVeG25XPbrTkMCOq8+1o7jlXt5PYx43Za2fpdKm2NEY4fEaZo+3sYNq/n7OMzcAw5h4r6KNHN28m55TcYS3Zh2LcRPVyLdtHF6L4Aal4mUkUlsXc/QI+Ph7QMDLEdQrp/6VJxT2/fLpIkU6eifPEF/S8NM/rYKEtXOPCFJBKSZOIT4dLLJBYtV+hbGOX87KVE3nibhFgz0SiMik9j2PmX8sI3Bfzl6nIevGUwhU3fIFUKUJY50MRzz8i0V4e59jwf8d/UkGqwkpadJaJzv79nxlt7O1JWNro/AHFuJLcb3G6UQJRcdxhp317oaAeDAW3HLqSduzAU9SXu2muRXnuZTLeClOJirXsk6x4rxi0BioqmqIQT0qlrjjJ3rsZv7nicL3e4OM7p5jAx7uxs0Yezezds3YrZ4WDycSbyZiayY69CiqSRuPY7UpfVoLzxGkWZKRisRqT5DWjnnEv94KupLHdiuf0dspe8imvBez0c6Zyuham9XQj4NDYK5JOff3CmVyTqJBhw07u3RF6e8C8tLWL59/lEDsfp/PWZGZmZ4qdL/4XycvBNm4y8aAWSpPeANatV/EydevgcRxD+KScHb9NhbZE0NQlabPdIqUMvv6qK7+2uSmEwQm4OJCZASyvL1mpMfe46eveR/zO5/b+CWSyif3bgQOHiOjuFqGBR0dFT9O9sPxs0HXPMMezZs4c+ffoc9vqePXt+9pwmn8/H4MGDufTSS5k1a9YR/2bq1Km8dvBJBNO/cjr2UfuHVln54++FQmIh/U8ATaoqcE1jo6CsGwxC/dvpFO8dFuB/z0pKBPVizx4Rx44bB30KNYzz5wt+X7eFQiLNVl8v5mPFx4sAeMoU0UErSSK1qShwxx0HP+YPQGmJcEJK0wrOunMW19xjIzVVJDe7gdMxx/zI2I5uBQlFAYeDTt1BycTLmLMwj6ZGnetvLMf86ULK7t2O3EchddZYlGknCsR7zDGEKjvZtNDEqp0uGlf6yEhp5E+3uPjqG4W9+xUykqOcMlnl+JTdJJbvhePHoX/6KdkeG4kcR3O9DhmZB09iICCUfxoaDtlHo5j/01ivY3EZyCmyErAl8fenBC0Lu0x9Pbz+uphRMXQoBNILsF5dINJxbW3Izz2HaeMuEhrDGL31tEtuAuNPZXnLRNYuD1PUz8HlF+Uy8LTqHtnoQYNEujQUgvHj6eiAdeugd26IQIufWBRUKYals4HAHg9LX3Vyz00Obrg3kdzsGPY1X9FsySJ79xZ8e6uxn3EcuqKj6RKK0QTBAHplJeTlCV10v18A2KlTBWjesIHes7K47xEzL72ioB8zBuM3LyFZRLAR9mtIiozmiicckTA3NIiq2EcfcRDhdQ1J8iTkgj+MKezDkGxHL8iiZW06vspy0u3NKKNHo332BZ2Sk7qEvqSc0I/Y7u2EOtowZyRz/vAgD1Za6Wg2UFAYRQ20QyjIGTe4yDY0EzpuIny1AkmRMCg6mE1EYxKKwYQ8fRqhT3cSl2mnrFIiEpaQai3c87TEscdpnD1LYwez+MufgwT21kJMR4vBluUd7C92cf8VF1DYuBotLRMNCbfqQ6uuwXzOLEKqSqc1Des3a7BmJ6FMnYK0dzMUFWE8aTqrv8oGJSLE4kIQ7zJw+yW1DNa2Er/kGzL3hMkbcyze3AkkZRgo2xOkewyrrkPQEyXBHSbR7MfmbYL6BuQsO53WZOwpOlpzG/LmjViK8tAkhbbTLkFvh+KtPrSQidjkmbzwZJj6Sp02i0pRb1CDIVqDMq+9beLyGzU+m6cSDkSp2BsEkw6WWpI6WznnWA3L/K9AVYkvSmX2CUaa6mM0bpzBF1/VEQxlMXD4WPJ2f4nzlltRX30R7a67iQajhG3x2MaORnrxBUhOFPxii6Vn6vXatVBfj//mP/H+Y1Vk9vVz9x2ZBLwxMnvphMM6loZKho7zM6QoTM0zCwnXNBNLlYklJpJgC9P4xGNcfM0feXS1yrr9cRQmJyOXlzHi3HguuDhIsCvd3dRpwpDgwutMomrKZcRl2Ujq9GOc9wHEYkhd87dIT0O6+mp4fg40t6KkpGAN+tBCYfSZM4it7pKm1EHfsxe5sR45I0M4kuxsvl1r6Hk/EkVTjGgxjXBYYfl8D8eflcLHS93srRcY6TBKdWqq+OnSam5uhodvFzmt2y+Jcb5LJ3DnHCQZbMEKZCPEktOofXsl7e7j+cvSEQS2e8gf9Vuu+dsF9N3yvqBE6rqgKZx0kliE29qEY1y2DD75BBobcY48jlNOuIUPPzMzd65CMCh0fmbNEv4jP/9f3790JIuLEy7nkUd6QM3nxf04+6oLSVn8DhZrVz+r0Sjk9vv0oUtWUDjFcePEemswYLGIw/f5xC2Xng7XXCOU3f1dc8IlSfy+7DKR+Dts/rHBCHHxEBdPFGg2QO+jYOAws1iEsFSXkO5R+w+wnw2abrjhBm688UYOHDjAqK7ZP+vWreO5557jkUceYfshkiCD/oEW/7Rp05g2bdpP/o3JZCL1KOz+P7N/RCP4T8Gw0ahgN7V1SXMHg+L/aWnCuWVlHflzmzfDo4/2JB23bhXFpSvOD3HS1p1Hns6xZ49ILcbHC085ZIj46batWw/+U9Ogprpn+7F2L+ntu7jrrhS+/FI4ocREOPFEQQU/YqayT5+DPUqxGLTYsvmmNJ/924Pc92cJ+bGH8bWILyjtAHvwM1ybN4ioIzOTaJqLVVsDNK7ZjxoN4nKZ8Wyq54TedsYMS2XW+A7yX38KqqIwZAjRPz9EOKhh3VXJjdf35cn3VJoOhJF7F4DRyIABIr7oLgjLMqT0soDDh+SW8baGKTo+mUf+KgCTZDAQ1hQS48R5+OormD79EKpJV0WMrVux1FRgdMfTFHFTfUCDtz/h5LuK2L7OQemeCI88CA++cB25W7aI4Kl7+mdxMaSkEIvYidQZMDT6MMgSBP3E2jvRYhCJSoR9EeKaD/D7y02MT9lLwmYPxpGFqIYI7uwa/BEThvIdmGafh2/NZqKaLHpcfK0Y4t2iyjhmjPjuUAimTCGUnIXcqDBqFJS2JpNb0Bc1pqH5vMiKSthkoz1iJtvgESdr/XoxG8doFIB70SIiqVnIHR0oUgzZaYeifsSWLCHd1kn4stMJrF6DLRAgHNbw5vYmvSAeHrgXWdfQdAgvXUy/IYt44P43WbdTYtW8BtxOnQlDO0ha9yray9sxPPEQyp03YPnkr0gHKqB3IYrDhn78dKINrSRY/WzbJhGN6BgSnezyZhFDZcsmnfoGnd11bgLVu8QgsUOkln0NfpaU5NKr/QOYPIno/gqMgXak/vmETVb0G3+HKy0Z6cwzaWiM4ug9HP9pszGmJ+GONHHahHYSwkHavB4+/y6Zc8fX0O+LR5FLSzE5Qxj2VcFH7+GaMoEzrnyZDd94kWL6QeAUk1WiEZ0ZM0OYPl+LHolgaaigydqHmkgyiXlJGNPTCc/4Dd+ugP1fyPx24m4CgTCK08p+XyregAJECQV0OsNm4pwOJI+H3Rt9hJvC3P47I3O/dlK6J4CemEhOkYXZU3QGb35BDCodMQKysvCHVb78IsK8uxrRvUFAZ15UZuiYs7jmhgGkLlyIrMWIxcBxyVlwz91wxeUihR+JCAC9e7eoMiUkQDiMySxzzYVeqjUniz7cR02ziauukRm56z3C321BlXUs/kr6Hjea6BMXEqxoRCnZj2xU6TNtFI3t+8gtGs7+chny4iAWo2xPAJPFQTCsg6KyfJ2Z2Y/dwoK5HtY8FcSoB7n/7gtI31pOXPMBDPEOOOEEpE/no8fHiariR3ORw0F0SUK56nJioRjSa6+BLCFLOrIM8tIlQor0lVdAlgmEZDS9SzgPkBISkb0+ZBmiEQ29K4O0Z0+PiMuP2caNPT2s22uSkBv3oakKeiRKRDcg263UBdw0dZoxL/yCocOOYdU2KFlZy6NlJh744yQM1eVIsSiJiUmCIllbK2jNDocYJ9FVammYciHvvhHm25UaMbMVZIW9ewV4ufNOUdg/AuP6V7GhQwUVcMMGcZ5SU83YJp5K4rmDkEuKhfMrLORgSeyYY7qanVwCHXUpEHT3Li9fLuKA++8Xv88+WyQgg0GRkxo/XtziP8ZI6bb/lFjhqB21n7KfDZrOPfdcAG655ZYjvidJErquI0kSsVjsf7yDy5cvJzk5mbi4OCZNmsQDDzxAwk/odIZCIUKHcHQ7vz8j5qj9LMvLE9m8Q9Xcui0tTbAi/t2tvl7whi+/HJ54QpTBYzGRJWtpEX1ZmZk//Fxbmxhn9P1j1zR49e9h+p45hYLiPUf+0rIyISV0JEtNFYCqtZVAUMT0B02W6TCl8sUXAsxNmSKc4E8KU2Znw003wVNPEa5to3XoOJa/E2XQxDgcaz+ipaXnACIRaG4BV12d8HKZmSTaApwxuobVnTFOHdOBacVH6FvrkXKyiUw8kcSkXPHhgQOJvvsBPo8m5ouEOsl7/mbuuvQWSs39ieT6SOljxG4XDjYSgWHDRCFs504FLTWRK8/XadrpJSgZCIYkJJOBmMGMQZUxGoUzBgEWD3K6GxqE566vh/Z2Yo54Gmp1FFn0I1nXLaFX/3PZv0Oi0x9jU1UyuVdeKTgqZrMoLdXUwIYNuBubGJJwJ1991Yqu6+ipaYQsbmjvICYwIdmOVtzLHiC8bQ+07AWnGUxREq+8mr3zdxO++UZKa8wkKcuJfvYl0dZOXL2PIfvyqVgLM0T2uaODA1OuYt3+ZL7doGIyib651z9zkNNvGtLXJRgkBS2mgwQFfaMobc0w61RxsVevFv1c118vGvS/WQG1Tah2oyjF2Z3IL70Euo5p5Upit95BuKyUyLhJ2DLzMT96NzIh0KIgSUiKAb2pibzX7iYnPoETMjXqqyIEHt9FOBIFgxH16Wcw3HoDRmkGBCejWWzEigYiL19K6N1PCSf1wmQyItutaNddz4vvZJCaBkmmTuo2edhXY4NIFGQFLFZReQOIRti+OYbnlDHYR/RDqaiBUIDArhICf3kBCdDqG9GfeZ74315N/eq91CdOYP38KDeNqyDvhSdxFLdR3mxnypnTSTEHKCvdj82pkJ6modSGICkOqbiYId5VXHXXUF77Swu+Tg3FaaUzZuXisyX6+HchBYNIqoLk95Fmb6Q2LoWK2jBkTOSxvxjISvRzwzmdBB54E2IxZEnHY02lqRmQJHQdGhsgLj1ZKFOoKkGfjmnOE1w9YRjK7LHQSyJ55Tu41u8RqeRwTKiUff01Oy9/kY/f9Pdwmmw2JFliyxYfy48/nnP2vQ9WK6YhfWHx16IMbTKLxUhVBZCW5a4BPLmwfz/yim9xb+9Er/RyxXnnsi/xONwfPk7x9gMkp0JGUhS5pg1ly0ZMFhmTN4C+eSthTxj9w06SLziPyVOGU1cTFWUFh4OGva3kJ2i4+1oIBA0M7i/z6FtptGzX0bx+ZJuBZ/8uceWFtyPtXUBczW7ktHTkjz5CTkoSutuTJ8Lo0Uh79qCvWIHS3IJuMyNZDEi6hgQikk5Lg5NPJrZuA6OGRfhuQddzHxdHCCOB1k6sVigal0Blg+ngGtw1u5mSEtESGhcnRBa61/Jly3qEQi26jwNbPGQVFmEwSbT5wOwwUF8moSHhKW9FGxDB50xHaaylLJLJ4uY8Vn3oIhLRGTNlHCfGZZH3xVsCVHz4Yc+QJaeTHa2ZeLeWUpCXT017DF9YICSbTYC388//ifX7V7Bevb4/askA9Ia+vX/4x/36/eh2jjtOgKPrrxeHGwqJHueBA4V/6tu3RyQpJ+cH+kIHLTn5n4wVQiFBb1bVo2IRR+3f0n42aCorK/s19uOINnXqVGbNmkVeXh4lJSXccccdTJs2jbVr1x7WU3WoPfzww9x3333/a/v4327Z2SIR2N2b3m12uyjV/yeozNfVCUGDjg6hkldaKrKUaWkCFPr9BxlQh1l1dQ83/PsWicocaEmgwGzm4KTUQ+3QDtnWVuHZS0vF6336CEW7xx9Hi2mHURpMs6bxZUku0ajgww8epBMfaYTqrqm3gYAAD7IsDqB79tKwYSKtubccqSMTzxIXfQd76Hx95+H7JYkRQoBQwJg+HSormaB9y7CJFiruehlvSAQDtooK8stXYkm9Dq6/Hn39esLFFQdjBUmWwOXC98bHuMOfkHPjKaTMvhxdF062u2AyZ47Y3eRkhfIKncEDkjhpKpgSJSIxGbddwmoVAZAkicNKTDz0ZEfEOWxpASAqmwj5gkL9CgnJ24klXgU9CMEQu3fpnOEsEUHlgw+KwHX4cJgzB9lg4MTb6lgdZ6OzKUysshZDQQERr4I7SWLaxACGJYsI76qmudNISmI8wbomrHlu9IcepuCpZ3lxmY0NmxVMrlOZePlkEuM1SnxG3lmjcV10PSlNTWw6/vc8dp9Cq7eUhrg+NLQaWbQInn06RrC2P+5hA1F2bCEjW8eu+FE7PaI6NWaM6F255BJxY65dCw4H+uzzMTicsHMb2qZNyAdWIUWjEAkjoSN9+hGRm++ggXSyV72P5OkAXRenqLvmEhcHmzYhz5pF3PuvoGYV0ejQCEVULAkmEgpMaLQS2rIb1qwmkJhFRetq8u84C8fLE+lYVYZVi6cuYSBvfZtNcoIO9ZWEiuuIDErBoCKGhTY0ivtcliEWBV3H7DShZKbR4c7CbrLhP/tiQp5w9y158BnQ584l7Z4/4bXD+UWbabjpUbKszcQ3VmJKyAapCuOnXzJooAWprhLD1lJxnBIgSVg/fY+ZlyVRcKOXJls2geRcimsMON0QzhqILc2B3GJAb+rAULafbGc9yVNPpO24fO7tD1nFqzG89S67vDqGrAyUU6bjTLUQDOhdOykhyTpaYzNyYSFOJYAxuh/dYSUh303S2DSal62hNaEQrzsTp+KhylRIGCNp7iBffx6GmCauRWIStDRDKIIUH8/iLQlMGXsq8QveRrZZYNMBNB0UDskgdDeRdI0piMQlE+w/gtb+/Yg2tBBbsIgpf4xjx45iYjFwuhRCGInk9scgxbCs+A7DBb8h9sGHmF1OyEwn+vnn9LvlJHqn2GB+NcTFMXi0FeegOLZsiyBpEqnZJjSifLkvHkvvOFB81CoK9y6yc8ppoznl+jYSd61AzchGqa0S+7lkiVgbFQWpuBipsBC8HogAKOJhnzFDRN3DhuEbNoFeNTFyJ+VRXqUSCUSJ1DaLQ1dVfnNtIs+/LSjA3X7nnnsOp5C7XEJocNgwcblEb6ZOVa2CpU8WzWtrqN4rvrqwt0RHp6h4uQanUNFix2MxYyxI5MB+nc27NXyqk4ZmiTeWpvLpDiOP/H46g42LxVrebVlZbN5tBp8Xl16CPT2LoCsFSeoRj2xr61mq/5PM6RTu5rrrxLG0t4vqVbfa6ocfiqSe2y1aKq+9VkwXONQl2mzC7/4kBtJ14fA+/VT0WBmNooR1wglHzmj+hEUiIkcWCon9Skn5+cf9i03XxQ4YDD9sSD5q/xX2s0FTTpe85v+GnXPOOQf/PXDgQAYNGkSvXr1Yvnw5kydPPuJnbr/9dm666aaD/+/s7CTrx7hXR+0fmiSJtSs9XWTMampE4nvoUAE4/hOsOyDbu1dQ09PSBLNl0yYxnPz++3Q6tleSoLSLykRWFlitR5xLe9AsZvyS9cgSNyaT4CuAQF1PPXV4s63RKEDTffdhefcDstVKOs0peMafzPLgsWzaYEVR4OITaxhf+xXcvLxnEOOIEeJCVFWJ/bzkEgEIuhSeDMnplM8HyQUd/gCSenhywWgEZ/d8CFUVAVgggFGOYf3rA/TOsBNVTEjoqP5O9ANtBJ+cQ/ittzANHU4sJQPV60UzW4g64qjttBMKCe3eNq8JZ0BglNGjRaAwd65gghiNdAlbSOzepzJsBJx6uhhXFY2K7GRmpgDjCQnQKycKdU1iH+PiRBqzSx9c0qIoZpVYMAroRPoNpm5NUKh2xceRnGGAEZPh1VfFxR8xQmigdyVaer95F3+69VE+Wmhj65ogUqiVAafEM2NINYn1e4ls201bZzxRDTqMSbhsnUQiGur0aaguG5ODXzI+N0yo3xC2tuXx0eostN3i+pYc1xf1mBB/f92EpyNEyBPAmRSgASNeL/zlXg9/uaSJlOvOJDE4Enn+p8iRML7pZ1FmLqJ6owkl40LiLQGc1hgpZc+j5vcltnkXqllBee9tpMZ6NKMZKS0dyaACOlLQTywplW9W53Cxw4Ec70Zv70DTJaT4OKSMdBHJmEzQvz/K2WfhXr8ep6GGyJAh7J56Ex8skil/IQu39ypOvvIyBjlKGSD7USr3IkmZGMcMY8k8J1++ECQSOYDDEETKzEBxGWnc18qU35h5f58DmprFdx2sjCiccIKOHOek6o/P0ntiBhanUVQ6Drk3ZRmklmaMaQl8+ZGXqes+wFgXxV3owpycgdzQiCXWiextBZ8E9ZXohzVRAOXlmOPt6Kl2alqSWfRWDKPSzp/v10kv6Iul4A60N94UjS4GA9KE47EkJWH57hPSX38daeJEtCsvwiL3Z/NeM9+sMtPX00TR4FR2b9WRdJ0kdxS9oh0tOZmxF+ZT7XKj33gsSVOTWfBdkHkv+Wms06CggH5DjWS7PSx+tYrh03PY32ZDNytI3ioxnFaSxI/Hg08NEzl/OKyYT6S5AzUuHkUqRVq3TvSarFsnArKuZpKALZGSOguVTf3429MKJmsqU0+7moGN60hOjGFzG+n0SDQ0gMMIeAMYVCu5OYOxT58GzS1IlRWoWdkkbfsaZ98MAALJ2VR547j/USMxjx+TRWHdJiOSrPLba10cKNYwKVaCYZnpfUqI27QU5bu9hGU/+pnnoLQ3iCq20Sh6lWbOFM+u0SiqGoGAyFIVFYlO+K6ezCWtw1iyGs75Y5Ad63ys/KQJr2Shz0g3p13kBqfj4Jp8wQVCjPH7PbcdHSJof+QRkYNYuhSqKzW2bNIwvXAyB+auR9c0jEZBEdR1UbEKnnAqWz+xUl0jlol2r47JJrM3kIPmlKmvlaAqyocLHBhnTKSf3S6AK0A4jD1NhdQEMBhR9Ag23SsWQlnBZPrXUPN8PgFU9u0T2+vdW/hgi+V/vu0fs6YmAfrmzRP/zswUlywYhC1bBIjy+3sA4ejR4nJu2yZcX26uoPD9w1hh2zZ44IHDlfzmzRNU9ttv/6eVESoqROtf96MSHy+EFSdO/AfD6P+nFo0KNLl0qbgpMzPF/KuioqMDl/7L7BeJGr711lu88MILlJWVsXbtWnJycnjyySfJy8vj1FNP/Vfv40HLz88nMTGRAwcO/ChoMplMR8Ui/sWmKKI48lP88X9nS00V2a5uYYK6OvEDcPFpbcxo/QzPtV+SkNhFm+nfHy67jOTkXnT7xm51IEURtPZAwECv8Rmw73sar6oqSnA5OWIh/eijH6oTBYOiUerqq1HMBizHH0swvoA6UxHLvhCIZta4JgZ89QS2QDGYENHAypVCVvq224Qnq6oS27n//oPSf6oqKOpnnw0ffZjM+HGjCH8smosMBlEIcHeDpilTxAfcbvRgiGhzO9BOt3/vKigR84aIlNUSHVRE8+ApBLfsIRaF4KFCD0Cw39CDADUYFPSYH8uuLlsmcGN3v1jX8HlUReeq87xkffEafLdOgNgpU0RH9YIF4Pdjbq0jITOfxjI/qttOQ+pgGutiYDEjJydynHOHcFySJBBbXJyIOLrlEmtr6f3hg9wYn0XzZSOR3G5UOUbo5U9wXn8WLbqNWKxrTobBQqx3P2IjB2LwNKHfdRfRllSCAZC++pbRo4cQN/Uq3u7qpa5rUHDmDaCuLITeVZyQtOjBaxNu8VJaYybHs4nwXx/GWpRH0wnn8sqnmaxe2UkoqhBOc9AcSeTyyyFr8E3UtNk4QXubfFsnsfpG0EEJhdCrqohpOopRRbLZCLZ4GRhfTajRDrIdOTMJ0JFNBpTqWvSWZqTCPKTqanFTX3018rffsjb/Ep66N0o0FILMIPVVAfbWpzHzN5mcv+WPqOuWQ2YGdoObqf1nYDpnOgs+DqEEI1BXg5KawshBDUwOL2JnzlB2qoUCOEUi6LEYx0xwMWySSuhvf0cLhIhEJQwpiVjafQT8OgiGIrIMpgQHtbFk+iW14NtyAG+sqx0t0QVGA+bWNlFGWLIU3WJDD7cLSnhWFpLRiDZyJG2l7fxl/rGE95WTn6dx+Zk++jz3PPTpQ3TseMJmF8bHn0CuqoDly2joMx5TahwdejZ8U0Lcmp1YrriVFV/F0aQk0javknNudLEq08rOneCgiYRBGZx4dTKuRAPxSSn06ycYlS++KEFdjGBqHu3NCm2LvPiHq1xwrZMVcytJHOigKRjF0N1cqesI1QPISQrgcoGcnoph3z7kmTOQNnwnZlzdcYdYA7ZsAUkilppBcbWF0BXX8tZHZjQtQktjjI/f9HHqkxnk5kB5jU5jnYbZDHoshgREZSN7m+JJPelycuf9FWafAy4ncTW1SCmJkJZGybCzmf+cTK9CmfL9RkIYsSoyffuCrEjUNyqU7IcJI3wYIn6oqCToqcBEO9KCBXDp2eIadQsMfPON2P/OTpGpUhSYMEFwvw4ZRhOLiYRJi8+MM8/MFQ/bUdFYttbIjHMUxo0TLYP5WRHi7WH2bAJU4w+C0o4OUdgfMkTMWI6GJdJcCi+uLuLkm35L7PU3sYQ78XdGScpx0jn9PJ5ZM5SmJgFAGhvB4ZCQZInde0TgbzRCOCix5juJ3BQjORddg/W5x8UXhsOMPdnJ4nk1Ys2328FQJ8rlGRmMHG/8H8/c6R7zsXhxz2uyLADMmWf+OoDA5xPf+dFHAjCBACVPPSVyddnZP5zVJEkiqVpQ8DO+yO8XJavvS5+DqOjt2PFPgaamJvjLX4RiYLe1tgqKfTQqXMivYrouFHKffbaHD1pcLF67+mrR4Nvte47af7z9bNA0Z84c7r77bn73u9/x4IMPHuxbcrvdPPnkk78qaKqurqalpYW0tLRf7TuO2r/WNE1UpwIB4Uv+Lwa2pafDueeK2ONQ612oc1nyF3S8Mhck0BNB0jSxSD/yCBl/foBZs1LYu1fQPjZvFtmrESMEgMob5BTZsV27RMkkJUV46l69RGBQUSEiqe9bR4foV9m0CampCWvdFjwNS8lNKuT0E2/HEzFyetparCVLRYbS6RSqFd2l/7lzBZD47jvhaBYvFoi2K52ZlydYd06nTEfbybg3b4bGRuLiICu7S3FqwIAecYrMTIg/shaubDXj0W2YIjHiUm20XHQRoV0PEfUeTlw3X3AmnSn5B9WsuscL/Zi1topDOe88ASbq6kTQNLZ/G30+egC5tFi8IMvw3nsi0/7kk/DYY0gHDpCa1kls+hjqJ5zLm3OToNCKGvJyyZUKvYO74LPFAiWPGiUqcbW1gv/XZXogQLCykcQD72AYPoSGtMF4Lr4BsrKwZSwk395JbW1X/5tiZtjUNOQ3XkcuyKOjzkpEB4sEoU276NNvFclZA2msCpMQrxEKaoB8sIgQk0VQp+uAqmJ2W1DWrkEOCrW9heV9Wb0kQNhgJxLVMXc0kJqq8vnbYX7/UDIvPx5gyO9H0yu57CBFLKbpqIqEIoNsNhHMKcTjlUm2+wjuDyCl5hLbtgPVacVh16GpGSnehX7d9bBxA9LWreDx0Hjtfbxxc5So3AmZaSJSslrBYmHBk8WMveci+u3eiG40YmutInv3V0ye1ZuVuUPw7fFiiISYcrqNmeoGEp95jJtOu5zdoyexuiYX4uIY2a+TzM5dlFcV4LzkNrQDtYRzdJTP52MuysNQ30ys04esyuhx8XhGn8hzi/vQN6GJBNVALBIiGBKxSFuTjn1vDe7zZ8KWLUj1DfinnELJcReypcRJRDEzaGwaefEd3HvufhR/J5nN23AuWS0WoO++g6IB6G+9g+/5V7CNGoDnlj/TtLONrGiAuHADUUccNTXgeGkOfzrnN2yXbKwp701zo8ZNFzRjMccIY6KFFL75zkR6RLDQJEkkZmacaWbtl/k0VQVJrNuPHgxRXKNyzigbs0/3UZECxeva0U0WUAzo4TBoOopJZtZvFOwvPi44Tl9+CaoiotNvvxUl8hNOEJGfpuHL6kd5cSbvfmiipiyC0Qi6LhEI6KyrTGOiK5mGDS1CaV8CPaojWSyY++WwdE2Uwgwjubt2Ia1ejTTsGMFzmzwZTjmFjXPtEKfgCgTJzFHw+nSOGaFjNEvceosAEVJUY8snFWz2x7jhltmkr32G1poIWakJIgC+774e0KRpoiwyZIhAPZJ0RCm5fv1EAXDePLE8ggmnU1C7hg4Vl9DXEmBc7D02Bfqh71AEyklPhzi36KXrsrY2EWffcQcsWQyV+2XWbVbZ5JvMFb/rS75eQqcso/TK48WPs1m4TCE1VdxnSUlCDa5rjB0NDYKd0BpWUC0mqnbXUzd7Or1S3xLctVNOoff79zPrnGuYN1cR67CuQ1MTqflmzjor7X88c2fdusMBU/dpnTdP5IXGjkUsVuXlImFktQpHkJPziwP28nKRp0tMFDm6blo2iEv8hz+I3qb/MWBrahJVmh+z1av/qdlO+/cfDpgOtXnzfsWBsTU1gtXQDZi6TdOEHGxR0cEByEftP99+9qP8zDPP8NJLL3HaaafxyCOPHHx9+PDh/PGPf/xZ2/J6vRwQqyMg+qW2bt1KfHw88fHx3HfffZxxxhmkpqZSUlLCLbfcQkFBASeddNLP3e2j9n9g9fWiJ37ZMuHwnE7RDD9t2v9+L9SYMaIg8/nnYmFNSoIHr65GengBXq/AO4cxkOvrkfbtZezYFDZsEA40FBIB/q5dIoYfNw6cWVmCJjd16g+/NBT6Yfasm3Ct68ITWSwYDEKxOyFQTK+R5ejbtmHevA/5mMHi77ZvF1FAXJz4vWePKCV12969Ilt3iPfKzobZs6GxMQ917D2Ytq7DvGkNikntUZfolipXVaKDjkHJyUCrrkOPaSBJKC474dQcmoJxZGekIUmgDOpP5y1/xrVvPcbdW9Bc8fhHTWZtqC8zinr0f+12gcuO1BPW2iruhY8+ElQTSRIO7bILw6S8/SI01omL5PWKVGZyshCCGDkS7r0XSksxaxqpmQUoqo2rbnHhOdAoBKHeux/D0kUimNI0eOEFgXJvvFFEHl1JHoPNhBIxUdqehnHaNby5dTDlGyGpXOeOaSdT8dj7gPjzuBG9kFatJBAzYjI5sNqgve2QGG35MkaNG8q3izUKjOXEULHY0wl4NUwJNuoigj8TjULEZCczrQGprhaDCnXHncHXH8TQDCZimoRZDqO3B5BsDsIxlSVfhhiQ0sjLywoYdrUP44xp6F98KfqAJAnFZiZmsRE67Ryaa0KYcuKIT0/CfPsNKOtWIa3/TmT3BxUhX3oJ2qKvkFetRAqHYPdu6oZdQrO/L+R0gebycpEhaG5Gi8bY3+imX14ebNiIruk4W9spXPEqj//5UWprk0lq2Eluvw2Y7nkZ3G7iv/2E4foChl1yGTU7Wul8ZxPhy89nQXkaSxZrJHb66dVL58YrbiflvSdRM9LQ0hTCkkppJIu64Vex8FkzB/LSuGPKKEJff0s4oOMLKuT1NmCoqyT80XyMjz1G5/Yy3t03nC8fCaDHx6G74/nkiyZGnFfAb/MXkrz0/Z7Ud9dcBMntxji4H8rGrUinnYrn8RcILN9L88wxJOXnIa9ZR0ZGOrV1Mmnz32Z65nymz54Np58Ofj9VdSqPPmrDaBSb/POfxT2SlCQe6ziXxh9vMLP8kW10tPU8+9XFEoPXvkXBbb249aYI779hZ+d3fgyKgYy+Zi74rZMhkW/REhKRS0pEkKjrgto2bpwAfG1tonFk0CCWlw/k8ScOgN7DIZZlAZy+3p3JhBt/j3HHEwQaPcT0GAY0THnZtM64iFWP+rCeYkSKi0PqaBdZ8YoKUbFxufB06XcENBPlZUE0v49+F9h49C8qWkxHliVshiCaTzSufPhujF7nTEV95w0oyIaASyCNoiKxNk6ZIpI6kuiBPJLpujjE3bsPti4CAgf89a+iNXHx50HWvVvKGeeouGxeVKObaKBrXkN+r8OGz3bnVTMz4eJLZFpLgqS+52H+a62897QHdCeYjDQ6kxg5UeKhh8RyoyhiMw89JBI5siwSQN30unGTVPavdKA37hfa3pEI1NVh37eZs3K+ZMhDM1m9zYLHJ3HMgDADEzaSbhkB/PLGGo9HFNl/zBYuhBGFrRj//uzhEnYWC1x1FRx//C+alFpVJa6L3S7u9crKntnpoZA4tz+mdfSzTJbFCf4+6Oi270/s/RHbt+/H3+voEI/PrwaafkxwzO8XJ/IoaPqvsV8kBDH0CBM2TSYTPp/vZ21r48aNTJw48eD/u3uRLrroIubMmcP27dt54403aG9vJz09nRNPPJE///nPR+l3/wHm8YiyeFcbCiDWlfffF78vv/x/l+qblNQjL37ssYI+Fmxop63ShyRD/JEEGSsr2RMTGKVfP+EfFUW0hZSXC9bJBRcIQNgtNGG3i/XR7q0XWXtVFd7YbBZUrUikR44vL08gMARgs6Q4Ye9W0YBgMQuetywLGovDIbS4u53fob0cLteP6rkmJwPJ2TAkG845RWzvCE5I6debzkuuhXffRdUj6JJCc8hCe4NC8q2/wdpb9AXm5IA+MZ+NjnwqEs8mEpUoSIEZo0U8B0BHB/KePUzOcPNtrUrA6Bb7bzLh8wkfc/FFOl986IdACF2SWLvESJIxyuWBIJLRKEqDO3aIk9zeLjz06tWCmti3L1RWYvvqK2x79pDrdIoGhqARlnbpnAcCAgl7PKJEWFcHt94qpI27GnXduQmEbriUx9f0p7RCfCwhUWKl42SKLgwT+nQhpnAAxWpE8UcIZBdQU2cmIwOMqkbIF4NQlFhLG4nZFm56wE7mx39Fc7k5/Zwr2bTbiqtXItvLFFrWCAw3cqKVjCwZ6yVno9SPI5R9LB0vaOiKEVWOofuD4HAQC0XRzVaqq8CNn9JdnXy9JYmJg0ZjHTQEadk3xDwelN69iB43iZbFO3FfORHLVx8hL1+Ad1856pABOG67HqmsFC0rm9if7iZa34LRIIlMdDSKjiTECPLyRVRRWChQQEsLWKzoZsFXkjQNDYlYMIKyaztZX71Cbu9eyNu/BfsYcaPt3UsoANHCIvxemY6vv8M8uC+fdx7Pq3PCIIE900XJtmqe9GVw0WWPMZCdKHUN+AeO4bvdRbz5ejzpphaiDVFCvz2NZGMQ/4FqDJ3VWCMdhJtbCIyfRKS8kS22cXyxzgaZoPuDePfWYM9ys2mDxnJ7Eb9JThYP+3ffCd5OIIDUpx/K1JOIjRlHpLiCxpUi0mr9Yi3Wm36DPTmZ2MKvSUm30o4b5/ST6Rg6gfp9MibVzOefaTSXdXLymTYee0LpxuBIko4W0/G1R3j9pQizpqey7PWKg8+XRQoSp7Uil+4gKcnGrUO3UD5+ALJBoXBgjKTnbhUA12JBX7QQqaVFcFffektQlDSNSHIakb2VSPMWMPzim4gfMojWrZWg60SjEsOmOOk9IYut+yzMWZ/I5L88Rk7bfjpLmtATEtndGs+nL/gIRyRy0qJIS1tE9qJ3b1i/nvCpZ1BWbyUjxUhrg4ZJjVGQF6PTZ6LDoxAK6iQkSphMOhYJzF05kqa6KB57OiMKwGgzgC1RLBSnny4WxH+i0lFXJx71pCRReOgu1iiKWK5KSyHF4cVbEURTjOSULuO4yefy7cKA0DmprRXHYjCQnf195TiI7xXPxJM9LF0Yxl8dBkmGhAScTjOLl8gMGCgSYy0tAmfY7T19/GaziOcHDACnSyZxQArJE43Q4RL849deg8JC7GU7GVqxm6EZGZBogG0NwgeMyRNr+datYq0eNUo8Z4cNmfpxCwR+PCYHaGuOENpfgTEpScwB3L1brHGBgKCMpaf/pELej1m3m5AkkeS02YTf1HXhbrKz/+lD+GlLTRV0zjVrjvz+8cf/U5v5ETwO/Kjb+9fYP1KJ/heoSB+1fx/72aApLy+PrVu3/kAQYtGiRfT7mQ/mhAkTftjIe4h99dVXP3f3jtq/iVVUHA6YDrXFi0Ui9Wfxnv8FNmaMqH598YXImI1LNWO3KGSnx7AfYR5VJKcXixeKfxsMPwR5y5aJbb79tojLNU3w7X87eBVZ37yO1a4SGz0Wz9vzafYrhHUVp81EXEo+NiUoKkeHctgKC4VHeu454fD27xev794tooBZswQvon9/kb3qtqlT/zmP8BMTfI12E5YLzsKTkUPLW58RrG3FVJhG2kWnkTg4E/OKr0SlxmIhd8IEck/oR6fkQpK+R8/o1mlfuZI+CYncceVVvD3Pz779MhQUkJxs5swzNDZ83oC2s0pIVOsaxGIs9WYx7bR8Mt9/WGzrtNMEz3DBAhEUdSuHVVbCLbccDCbRNFG2uugi+N3vBI0PRPSVkSE+s3ixQLiPPSYio/Z2DE4nScOzuHGUcrAilpICDz0Ux1rnhUz5w0Rc0Ta8TgcNe5ZR/dxnWKzQKztCYkIrfreRUFjGNCqTzNRSHLUVeG+8A2PMz5khDyeGFtCyq44L8jOxzBlHKCmNxKZ9qC+8i1JZAjt3YrvOQdLoWTTsbkZqbcfmNnDMJb2x2CRiiomsQhPfvW1EPtDMh18lk37CEOR33sQ2eCJJ6UYSO0pQPp9HygVXIG1eQOyruSjJiWiFeegHDhBetxnD+28jX3MlkaY2NFlFNiOiwFCItI69JFqH0hwIdEVFAbA5AR25uYk+jjqkhgZ0ixk5EERSgII8pOYGpM5WUcErLhaRZmsrerMfj0el7rXFEA4RPO8SvppjZexEDcUAtY0peCzJNAdj7HwxwGPPD2VZpQdtdYgO3Ya6fw/uBIkrLgwTt30nKaY2jMenYRl0PPq+fajuOMrXNmPz26kw5zLt3AiSplG1U2PngTTC7hS8EZXPtmQx6drLSHz2ftEH1GWxhib0OS9heOJRQk++gIYCBhmMBqqf/gTrsUUkXnE9xv69MOb2o6mlkZbfP4Ye1dCmTWJsXj8GntpOszEPl9FMJGJBlXVcpiBui0SwM0xFOdgvzkCyNYIvgGqSKcgOEXfWZGzrP0U/fgIBtwWXQ0ZzuIhWVUJ1FUQjEJ8uFk8QAe9556GvW4cvsw9l28IEWgPIuka2431OnDqYdzy9UaNB+g8zYUpx8KdHFFwuCYcD3gxmkZSUxTXXwPwPAoQ3bAdPEGeGnaKUCpFFconAP9wZZMPiDh570s/0mQpJCfHsP6CiGlTinGEsFghFZLLihdK6Oc6Ew2ZEjoQxG3XsdrCZY9DhFc+dLIuFccIEkeT4B8ApFBLAwGAQ+Ls7OJe7xgrU1+ikWnVyRjtJqN+Jcd8OLpgyCIn+rFoaJBoIIEXD9Bts4Kqrvqe+2WWFxzi47Rk7r72USlm5BKpKejxc/3vx97GYKM4sXSpYkWVlIk+TmyuYhQ6HiOv/+EcJZ2480EWXKCgQ1VwQa9Gha7PZLDbyxRc9r33xhWAKzJr1T6EOTRNtMR0dokq/Y0dX3k3XoaODXumNWB+4E3ZsFeBj5kzBq2tvF8/5xo2/CDTl5ord71bCM5l6cnPJyT9b1O7HzWAQag179vQMUuy2kSMP9uv+IxswQOQUj1SwGjDgkKTev9pSU8WJOVJPlqr+3/QkHLVfzX42aLrpppu49tprCQaD6LrO+vXree+993j44Yd5uZsEfNR+aK2tIsUejYoV51d7gv89rKbmx9+LRER7yf82aHK5xLyM8eMFeyTBnkVu1RBMOzf98I9NJmKZuUecT9Vtfr9IYm/cKP4vy3Du4F10/vlpSgxRck4ZxHbXSTjH2Yh8NJ9YNIrXo9LRbzAZN5+P++NXDt9gcrLgGFRUiKxpaqpAeSBI/m1twvlNmwZffUWk70Baj5uBoXBIt/v+pywUEpndcFjsc1OTeC0jw0n22VOwHD+SmMeP7LQTrzUjPfyQAC3dtno1TJyI87LLDpHi67Lt24XDRiihDVn8FwpGjaT+1EHo+Ra21iUz9+U2OhrCBONy0DQdI2EstaX4tuwjcOtgkV6OxYT87K239gwKGzJEPEfPPy86vbsTLt30jhdegDffFNnf9nYRbTQ3C2pQUpJ47d13xTPodMLo0ZgWf0l+Whr5KSmQm4vXlYHLBaVlCi+W5wK5ANx4so4zbSl23Yc54kGpq8AoSWiqgdDQ8yi9cw6xQIT4pwdjaa/H9u7LuG0abjQ6dTutu8oxjIjD+P5bqA01Yh+Likj66h1OnXgsLzdkEGcJctzVA3n1dYmS3WEUNcrAkUYGFGZx3KktrNjp4s4lE7nqwnzSajeSSDmxAYNRivoTbWyFOS+DJGGe1Ae1T18CUZVIKIQ86wykcJRwTMbqUGDoILScHIjGSK7axKWXHcOnOyQCJVXUWLPQKqsgLo6TTzeRt/Rl8PuRTCZ0m01cl+nTiX30MfKoEcgrVghKUJ8+MHw46jF5aNURjOkD6YjZiUu289i0FRh3bSZoiaN1+EjeXJrB8g02FIuLzTtlilJaGJ5eh9nfyhn9MrGZNdpufRhfm4cSFXr1N2Pa+h3KlInou3biMrnZbB3Ny+/a2b87hiLrjBibyKSLZZ5/OorHr9DaZOE7/0DG9B1F3O7dEAqJ2T5BDbLzkeobUI0SFrcRf2cUfH4kkxH/5n1Urt9F7rN/QHpxDq2byjDqYaTkRJI9B0j9yxM0+63UTr4XV7WEOzcHSVWI7jxAdq9elHZANBQj1q6hZqSi1dRxxe8t5EfWIN1/H0rfAewYfzUvb8ygdlcbkt1GnMfP2bNfYVLFa5g/+xApFEaPcyN19ahoDifhVi+BBh1iURSTgm9nOdNv6KAumMPHb0F2kZ17/qzgdkukpYnbW9fFY7t4MeT1s7CvOo20LJVrL/KQvfBtsd5YLKDrtKX04fOFKmnU49d6MXIEqCZYukSnGgNnXaAxbJhMICChaeCPGknKSEPavxe3G9Kbd4u1yu8XSjQlJQJILF0qml/GjPnJNclmOzi6Drcb3G6d8X0bULUwq7c7yUuWaF1Xzmk3KJj8GbBvBylL3uH6PgM55faJdGh2rKMgp99PD2QfeoxE/iMGamt7+pdSU3uYvC+/GKOmNMy7r0JOoYmbbpJpbRU081GjxKDaAQO+t9ERI8Ra9f2gWdMEf+1IU18/+EDIyg0a9KP7Go2KiQNvvSXwRHGxwJ9nny022VTiwVBVwonn+VHmbxYXfP164UP++EfBRYefdsY/YTk5cOml4rwc2s9kNgtm4r90jFLv3qIPbu1acQxms5joPnjwj0x0/6Hl5wsGy0svHV7cSUqCiy/+F1XFjmTZ2SLB98EHP3xv+vSj1Lz/MvvZoOnyyy/HYrFw11134ff7Oe+880hPT+epp546TCL8qHWZrouo+qWXeiTbnE7REHvCCb/ik/x/a/9IBvUnih6/qhkMhw7+M4PzYni86XDtWpMJrrsOc24qw4YdPpLjUMvNFRih2/oWRLF+u5BgJEogAqUFU3nsHj8ZvUZz0hXHEG8JoCUksbIqiaaXm7lzyAAczct7NlBYKLwziLSr2y1ea20VHrSqCh58EL28gp2XPclnq+LY+6EZ8wKVSZNEUvcfaaQcOCB0FTZuFLejySTUl0pLxSmYORPOPNNBfI5DeJ7nP4PaWiENrR8yemLZMhFFHBoMRaOiYf1QC4Wwb15BQeunYDaz46x3qe+0U9EMgY4IyCqqqpCWPoACSw22xjJBqdq0SWxv5UoBlux28dzU1Yn3vl+h7pa3XrtWNM69+67Y2W4d88JCgXCjURFVTZggGq48HnjnHfH5kSOx/+Y3nHnmsTz++OGbf3NtIdfccifpG95AWfLxwesVOeVMSuZtR4pESEmTSVBbiLzyDNHGFsJjBrO53/m897GJikYzxufbGTnmBs46sZS8b18XzROqyrH9vFQnJ6IbM3n88RjtdUGMFoWcLI1oSQVrm1KYfmoKfsnIlrUq7b5Crr22EFtyNZ1/uZc8tQrH9BlEC7OQT5gIH85FWbkM+7TpaL0KkSaegVRTha0wA+ncs9G7VRhTUqj+7UO0xwowpiWAw86pQ014dnQwIK2BYQNDmO8TFT49HCGWkkZ49qU0r62io8KK9azxWDPiSEtIENf99ddRU9LR0kdgOuVMbEYj6S/dx74FpUTdVhKsEZJXzeOeM8/HYJrG4rUKHe1G+hm9mO+5Fbmhlt7nnofxwB5SMn3E0mXsagDZ24xkcKN98CHKH35PaWU2L79uoL3Zh+6NErba+WoRbN2icdEFOi+8pNOrAFZ/3kqHbRLn9V4lqmBxCVScdAM7WtPpqHWTc+Io8qaUEHnuTSKdfjGUXdMw9s3D0l6P5DbgHpeNVluHcfJweOwRYmENR0IW2clBtICMufIASmYakUgMR0MJfXPSiZqtpOdonDotzOjjEulVuRzjQw+CKlEy+w4eeFgl4KlBVUGJi6PNY+CF52LYrz+H8eo8cW9FIugWC3R2EjI6kDtDgIH4LBsxg5lan5kDqxSqqxUeeNJOXb1Ev746VpuoMhmN4vFNTha3+eWXw1nT48nduhLnss8JaSomi3D/Ic1AZZ8p7HkxxslnZPLgoxqhkJeBx6hcc6UZp1tGau/k1FPi+duTEh4PHNOrA19lM7acHGaf307qV3OJoiBdcTXRocMxvf2qOI5wWPDeCgp6eiiPYMnJcOqpYm26fmY5SZsWEli4mrA/wqRRQ0mffjLe4TH6PXU15GSLnsxNmzDu20Hhvh2i72vIsT8e0XR0iOSKw4HL9UMqlyzDuNRi8k6qobjaTDgikZgio9gS+KYhnxNPFD4rP/8I8uGFhWI41AsviLUaxAU47jixTnXLtn7f1qz5SdC0fbvo5+rO8eTmCiz62GNw++066ytbuOQmnaI1L0NKCvWTZ1MdN5BwTCbZ7CBndAeGtSvE/v0CUxTRjpaVJZbhqiqRGxk9+hdv8qctL0/8zJolvvxn8vcNBoGz8vOFi2ht7Rm++6vmqFVV3LwpKQI8NzeLDMAppwj/+KvxAo/a/4X9Ik2X2bNnM3v2bPx+P16vl+SfWAz/v7f9++HxxwXdqts6O4UjcblE8PZfaHl5cOgoi0MtLU0sxIdaLCYSZCtXClpEfr5QBDpEFO7XsdxcIS5QXCyQQ1ycqObk5oIsM3asiAc7Og7/mNEoWHHdTDCAdJcP1pQDYEiJZ1upHV2PUH0gxCsHAKMLigrEh/1WakeeTh9vnfCIU6aIjFRCgvDgmiYqI7IsgHV3h3JODlsiA3nooUMSmx6BEbZsgZtv/vEMYBfmorlZHE+laIfgkUfEKIxu4Y6srC6xooYGIivW4GmD5ibBpHO5xCmyWRFZ5ENBk6ZxxNJcMCiqZzYb+f0tNDbHBGACQCca1qgqh4vuzSJ90zMi61hbK/oBJEmkVsvKxIFFIkemQciyQOrRqDiAnBxxA1os4rxlZPQoGR5zjDjYr78WvEpZFn+7bx8sW8aYl19l4sRBLF3awyrq6IDdykAG33ULjOgDkQjRlnaK31qHv8FLSgroU6ZgLN9HdNs25OQUNhZdyGP3+EEKQ7abcHULKxcZKd6ezr2zzyTjwAq2jLmWF14048puIm1kDlarRsIAK7ZYB8baclQtjC3Szu5d/XnkgRibdijs2yfx6qvwt8lbaNvTQPoAI1ZZRzljBvqf7oaZMyA5GenTj9Hr6kRE+sIL6PfdjX7djegeD1HJSMXpt/LwQ2aafHVIaTp6p4edKy2cfbrC8O+ew/raBnjoz2j79hOLQazDR/vyrdRvbMCQkcQ2Tz5JbRJJ796Hum0TqCpKfQ1Zxi2Elngw5mYQqTlAYT8DSlstWmMLxGLIrz7EEy/kcWnkWNTOFpYdsDCsdx6+shpsSfHw0jIc/fsSk1VqJl5ImbE3vpCBjIQgyWm5fPSRA6mpgURbCi1GEwEUNA3q6nQ6fQop7hBTp2gsfjuEzyAx86ZrsVfsxmPPpNNno7xC5ssFndgL0nG2hfnDbbdjefpxAg1eJJOBvMsnYzWG0ffvQKurR500Abm6Ei0SQdWiWAMtpO7/lnEnnczmlX5obMSS4kDytmGJeTjv3Bizal9FLt8GicPRe/cR/WDHjGD5vjSa6yNIEliNMeSOTiRVhViMuZ+pDJ4yC/e818RzlJGB3rs3oeVb0JNTcSSa8MYsNFbFsM0YwfsL7JRXdNC83csJF6ZzzCCdpnbjwfu1qko867IsitTRqJ2oaxhOczn61vUkJOgkThpEbMZpzLnFitulUVptJBQBZNixJcb2LT6ciUbSk2VyBmo89pjM4oVRYsX1ZA7WOGlCE0NCG2kddTLenAHsaUykYl0+8WP+xgjzdvIW/V2Usrt7jvbtg+pqNEUlkpROraUXQclKVpZoS+xrrSRy9wOESmtRwyEsZpXsyqW475+Pctmlgsq7Zs3hwjupqXDWWUcWOygrEwme9etFsmTaNLG2Z2QcntnbuxduuYWkijocPo2Y1U5byEqHFMfQm+7jr58LlHDiiUdgi0mScFiXXCKaXSMRkZXLyBA04h+zn2hUCoXEDMFuqpksi+XP6YSQP0ZLQ4zHzt5E/Ptz0I0m1s5+hheeidDaEAFJwpAgMfXiMznr+DjijtCD/s+awSAqaz+orv2a9j/IqBoMwn3/Ajbi/8wcDuE0R4wQQY/N9p85zfio/UP7HwlhWq1WrP+llZJ/ma1efThgOtQ+/lhkzH6qg/E/1DIzhVTsU08dHuPa7WKM0SFCR+g6rFgBTz/d4yR27YJFi0TLxD/ZB/rLLSlJ/ByBQpKfLygZH34o+ng1TQC5s88W6+KhNIC2gBk5NQlLYhyGzDQisgk4ZEKuwQBKVxRutRHNzhfN3l3DKtF1IftbUyPSw35/T89OejpMmYJfdfL++0fGDXv2iPanoUMF/tu9W3xl//4CxG7dKoIoXdNoatDRwzGQJDRZ5pNPFCZNErHF/Pli7bcEotSXh6k/pAjn80Jjg8g0Ony+rkFEXeUno1FUiQ5RxATE/R+JwPjxVO71c+ONJl5+QaKqQlSLTGaZ6TMllPZmWnqPImHhO+IAFUVEUuvWiS/MzRVAqm9fAXa+b4oiOPB2u/CasiyqYZMn9+gHg8gCHjjQsw1JQpcE7Ugrq0KbO5+U3kVccIFKR4d4PAcOFOfQKjlEYLR9O+EARNshPkUl0qcPcS1l6NZ4YhpETpzB+/PN6JkJYDQimUzQKx86O6kvb2aHv4Dw8Xk89IBCU32QXlYXB1bq1NaCFAqQn2fApgXRIhp6cgq1a8pQRjQwTDIwd/tYOj0ymi8gZM1BPDjr1iH1LxIg+7nnQFGEhH59PZ59NYQPVCJZU9E7JWJDh/P+2hzqm6JoUhQ5KqHGohg765j3lJ+ht53DoMWfoj3xN7RzZxP48HO07TtRJp1M9sNXE8vIoXanRkKwgUBHCIeQbgNNQ1FlzP17wWuvY85IR22torM+gK6J6x1r68DwyUf8/ZY47rlLQzYb0fqkCgpQLAZ2G7rZzPoZD/DMUxretggoEpquctHzGexvMWD2lGFva6ewcBDFjTJ+v1B8LC+XuOM2nRUf1BKfZOSisc1IT/yVYEcLTaEk0lSdcwYOYOCd1/DY/ARido05r9Vx34wxuNcuQj1hPCZLBP3W24m1d2V8+hQgFRejJMUTq21AJUL6vuVcOTmFFb2H8vXnITpUheQ+acya3Mm4DY8gf/mReNZLSsSz+9cnaNlax7bNJnQ9LGZKB0Hp9CGlpkBVFbUVMTwnDcKtquLBdThg8BAU/V3aQwas8Raq9sQw9c3hwMDT2bJAJylFRwtFmP85HD9JZemrPWreLS2i0DNgALS36/zhJp2MpFzGDruGKeeeRKkMnsRsBllcNJhCZCWHaWxRQIscfK4lWcZu0whEVL5cAAOHwKXT63B8s4RoVR2J7+xmb7sR6brreOI+M811QZSsdso74hkwcDAPXvw7hi77m1gjHnsMXn8dzeMjGNSJJGeQcPMfWaWN5vW9qVz9Owt9G1cQUMoIp0WQ9SgWQwxj2A/VjcKXjhsnRBUMBpFVGzLkYMNKfb1YNmy2rp6m0lJB+WptFYui0ynWW49HfPaMM8Trui6yTuvXowV0pMIirJPHY7eZSLM4aY7sprCwgOJi6YjrLlVVIvP0/Um7M2b0KFt838JhsaCsWtVTRjpEhr29XeC975sp1IGpsZ7qrU6MA0ph1SqK//QmTzypEOqIQEwDBSJRmc8/1Ui89Wxm5f+aU10R56+uTqzxDsf/vjTuv5MdqYx51P6r7GeDpvh/8EC0dpenj5oIALpnVRzJ6upEtum/8CGTJOGXUlNFBaS2VviIwYOFfzjUampETPv9Bs5IBF58UTA7flBer60V1QufT3xJTs6vNvK7X7+eSkw35cVmE763d+8evQbFaqLyzJtY/GYtgZ0w5ZIMfCkRbG1VEI5ASjIo4pFLSupiqxxaRpMkUXFavVp8QSgkXjMaBQodN46Ghp+WVl2xQhTN5s/veU2WBQd9/XogGkFr7SDYagJfTxpzz3YLZ51lACRaWwVeaw0m4kkuhMpdGI2Q4AhhUqLEdIXmZhPWkaNRDvL1uuz449FLSpDKynqChW65pdNOY/MXUHwgwtmnhbE4DUSjOiZDjJLFZSyc28bJHw4hofJhcV27x96PHStuHItF/NxwgzigcFhsOxY72GtDr16CPzJunDh3iYni94QJB5UKcTgEja/r2KMmGyG/RDgiNmNavpo+o5p47M00jEaBuXJyupm0FqEKtmsXJkOYvheOQrGYxDyckB8GD0JPy6C970gqViVAfTmEguJYzGZRpktLY2NxBCnNQmtzJ6EQtGou3C4Jj1/FarFR3x7F3asIWlrRmzuxSBpyexvaJ19w7x3Z3PdaLv7MQtLtMYyeNvB40PcXC2rLXx7vkc9XFHC7ac/oT+1fF0E4kazcODqmXcC6xyU8ARVVBbWpDT05AYPJBJ0e1u2LY9CAIvRdu+n4YBHtBaNJue0WTJU1NL76Me17aslLd5I9czDy2WcQWhZH2cRL2N+RQkQ3UDggidwxNThKtiG3t2K1mNF0MV9KliWUcAdt876ksPdUVEOUSGcA2WRA8wYwFPai/IQrefIJjYAnArKMhiRis3qJ9k6ZlMxspPpanG2V5KT1ISFOBXTysyJsmVdK1V6N6y5vhb+/hJLgQ4lzklJZjdbiQ2ot5bhMO+efcjNPv5tJ2BxH/fQ8Mn8zVgTATz0FNityhxdNBzxeMcdswwbk9Ax0RcUYC5A9/1nOz8nmhPOnEczujcMcJuHu69Arq9ENKpgt4HITq22EpctwDBlJTszFnj0QafUiKzKRYBTVakXKzMAht2EMdIhrNnw42sTJ6Iu+xjz3bTo+2Y3NHEM+pQ9rWnvx/BNWdEkhLtNGtddBtE7CbBJJke42yIICsbbeeKNI+vTKjuA0BNm7I0rlvnSCio19++C+B6OcMFVl5Rc+Bh0rCzW6rudW1jXibBFag1Zc8QqNjeCNedE//ApVBS0F5BNO5vm3nbTUe0X+RNdBgr374K9zs3j85ttJXbwIPv4YXdMJBXVC/hiUVSDdficjH3mclWX9+Pr9VC7atYyYN4iUnY1pYG9UwlC8Xyxia9cKsZeyMrEoX3opII75q3dEkq29XayrF8zWOG77lxhaW0XCpbMT/v73nnVK08TCfcUVYs1YtAh0HcOsmaiAPudZ8HoxWMwkDBvDNTfk8GRoCA6HyLX4fOJRzs0F+6pVPwRM3YvxzJkCkNlsYt3p7BR0vWhU+P833xR/26+fmM/V1f9iNouPHKaLEAyIA/T5cIZCGFPi4cEH2VmXTqjZ2/UhBZBEn01iAp8tMzJ22k8yI3+e6XqPKqzZLG62BQuE9KHHI2gkZ54pEpA/1Vz27266LvyvyXQIJ/2oHbVfAJra29t58skncf0XBvr/clMUEdD/WJTrdP7fNff8L5gkCX/1j/jPVVU/zlTo7BTvHwaa1q+HZ54RqVSfTziS4cNFIJ2bK7jF/yqLxaCyEmNZGdnhcBevMBew4XAIP/fXv4riRkMD/OFNJ6n4MLfVs29tK86kBNrIxSl5DpbrZVkMdT0ijS4vTwyaXLpUVFgkSTigSZMgOxup/KfXcK9XJGIPNU0TszySk4GWVuSmZizmLPydPX9gk/1EA1bASGKiOJ4vv7QycOZZJJTvJjFaBzX1aMEwRlXBPngAkfw+dEM+v1/kB775Jo2Wxj8wuFc9o0aWkL/6LeHA77kHfD5S9To2bfKxYqdZJAt90YmmAAEAAElEQVQ8HnH9TCacI/pi3LdCONuCAtFcu3073H334bzwSZOEzO8rr4gIxuEQdJ2+fQXlzmIRYCkUEsg7PV3cH8ceKzqorVZ8IyZSf9yFaCYLjl3rMC39gmjABzr4IyqbNuhMmCDO27x5QpTqYPvB4MFw1VUopaXw1DNoVTXIvXqhl1cSSsvG8aff05mQhamhklCoS3oqpgnA3NwMKSk4M53sK9WQVIW8CemUtFsZkqOjqBK6ruNrDhCKiyI3tiJLMPMcK7npYcynF6JseJa/DehLfMpQsi6Zgvzi0wQjMqo/iKzrSDroXUoAkq6j9yuitNZMZqaRjuoI2/caMLWbaWsFk0lCAmRVJmy0izYCWcbjAU1S0KMaihYhVNuCtn0nxY9/hm40ARLR1k5iH3+KduXlzJvxBm++FkHXJExNVTA/ythRN3DppK+J23YPktlIKKAjSxIaOpHcvrTN3cDASyaT7AwReLcRU+8Copu3Ybn2GnZuzSIYiHYBpq7qbJybvevaGTokkZKSFKzNTRCNYpbDlDSoRKIS2Xkq8zfkkZxQQ1LzFuJMPsxmmfCBErSQjJrgQrZZ0IOdnDlgLx2nGZi72E3YbgN3o6B+eb1IDgeKuQ09GEH/bgP6Db8Vg2BNRiSHAzUaQKusJNrhJXncePQFc1A6OyAapeHqP1HnLgKni+T6bdjmvYlt8VIkVxITE3bwrSUHJcFKpM0L6RnozS1IDhtTznCT1H8A+oS30BqbCLf5aU0ehOnLVaxNupCYI45H7/YT8OvoJjMJeRZ8EYl9+3QURScvX7TzLVggirs2G8yZoxOL6tQd8GOuKyMYCGCx6MQUHcnmIr93Ng2NEiePbkXb34o5LZf4FGhtiGK1SxT1l1BbGgi4+jDleAlTzIcxwUHKMZkEiqvx+SCQV0TVuwGxMGkamtVOrE0jK02jZVsNlQ1OUp99FhobITUN3ekCnxjGpHd0ou7ezkmTCwmmylSsceGafiaWqv0EX3+faDiAZXAhyuzZIpnk9R6c66Bp4r+ffnp4kqixEco3NFL49XekySHk3r3FQK1DrblZLMDvvSdodSYT9OmD4rASm/MSaDqSyYAsg/nADlJf/jN33fdX7n8i57DZc4OKolwzIIXMbkr1odbZKb7n5pvFWl5SIsr+J50kKmWfftrzt3v2iAzhHXeAzYbLJZa0gwVyLSYczD6RoZs6WMc45ymIRhlw7SBsdvBFdQiFxdrndIDBSEvLkRnTv8gOHBCDljdvFnHLGWeIE39oYri2VlBGfD6xfv+nWSQijmfJEgGEu+eM9e//vzsj5aj929ovouedc845R/uY/lmbPFlknI4krX7iif9iCZr/TItEfsb7ZWXwxBMi2K6t7RHX6JZ07dNHzPj5ftPUL92xJUtEcN7Ny5AkIb93ySWQkEB+vmCA7Nwp6OsJKSpGSzpqZhzrd/iYfKpMs9dKaZmTYFghK0sk4n5yKGBenhhJP2uW+P8h1d3UVBGzH4mdFg4LOuGiRT98r6oKxoyOsb7TgxTwkZSi0doii0G2wMSJMiUbWoFUTj9d4BC/HxY1DeJ3t1+G/vwctKoasFmRxo8jOGIcyvsfQM6NBExu5n2s8cHLXmhqBCR22+187hrCHXcdw8BcL7zxBjz4IGPvep+FsTi0tlZxDbMyRRY/FGLiqQ7SjiuAtN+JKuLSpTBgALqsEAp2sRsVRIDTzdk86ywRrLS1iaCqqEhcr4oKgU5dLlGBmjoVrr8eSkvZ3pTK200j2PtdJ1o4Sq8BoznviWsoeO73SOWltPUbw4INyRQN6mHXbNt2CGhqbRXUn2XLkI0G9F75hCxuYnojsQNVyM/9nfRHH2LU8Sa+/SKMJElgMqFHouiSguT1MebkNEyBdk4prMV8YDFhZwJVeRMw35vP00/qRKIgRSMoMgwba+bMU8Mk3fooVNUgJSeRH78b656PsJx7Ct47H6LqvVUUTJ6C3oWotWBUKK0poBlNNBtTiOs/irr1S9EBW0UJWYXHUbE/iMUMJCUTlY3onX6kggKGjm9DeldD79sPU2E2KeecR8VNjxMzWpAjYbDZCAb8RCadwMbCi7nrDzYCzT4URSIhoS/Jjigr9kTJzxjH6fn5KNVVmM1GggEdOTcHn25Bj8YoGmwg/NQr7NsVpd8pAzAf0xvdZKbBmg/mSvB3VaASkoiZbJSuaeCMexLRVCMNdRY0SSUQUUlOkZkwCZYtDrF7j4xxUBp2vGQkhNBLS1FcbqwmM4HTz6Ns+CyKt/mRN6mc2KeC8X0bSTIniLUlMVEEhBUVSDnZqB0d6O0d6Pv2I11yMezYgWQ2QUM7kiKhH3ccrc4czOOcmPZsY9XI23jjHYWWdhUtFCYucRjnnz+Mkav/ijk+nj6b3ubiU67m3dXZhFPiiFocaBETIwZ4mRT9mvDD77K90kVItWPtk4F/5GQ6zAn0G+lGsRrpVRShvl7GmmDB0xKmI2JC17ta9lbp9O4VZeYzOk1tCvUNEnXVMTISQ5iqDhD1B5FlCb8fzGYJX3UHSqAKgyWfxLodnFC3hPDgU+j/yjG0lPlI9x7A2FAF8fEog6zI4QCBv72AcYtE9uyx6K+/SX2LSkNERo/GUA0yg6amkpQZIhjT2fZlNXoojDcoo7e2ooeFmI0hI5uI1Yzm70ooVFcRd1ICtz+kMOfKU7A88Se07aIqHEGD1VuwbdqI9NSTMHcuvjsfZGdVOl+/IljMZrNgwq1d2zUY1+dDamuludxLXFwAa21tD933+9bZidbSiv/Mi9CaWpDffA3F4sCoxJACfvAFICUZ07YNSKsXMbbP6bxf3RP7bN+m8Up1BrcOGI55+/dmbLhcArk+9ZRAd+GwcBR+v5Do/75M9c6dYt3qapo67jhRHF+7FvGZLrQ29UwrQ8reFpSC7GzsC95n/Fk3snCJAawW0XzaNXk7Lu5H8rKxmABxW7YIMFZYKGiOP+Y39+yBBx7oyW7KsuB7f/qp8FffBxRz54ok1f+VSrCmCdDT1CT2LTPzyDr0h5qui/6355/v4d2XlopG62uuEWD3aNXp/3v72aBJkiQ8Hg8OhwPLP5JIO2qi7H7RRWJmxaH8szFjBKA6aqSm/vh8BVUV7x+03buFA/F6ewBTt33zjWjynz9fNFT9E0MVf9L27v2h3qqui2xbZiZ0qUUmJIg2l548ggLY0ex2Fq8RjIXb7+yhO/9TLMLuiYLfM7NZfG1xscAch9qoUeLU5OSIXa6u7gGcmgZNtTFOuzKZjz+MxxoKkFvgoqpGIi9H49hBPpZ81MF5t6UyYoT4zNCh0LK1jpLH5uEYOBL7CTPRIxrtW8uwffQ5mHVax5RRbB/KGy+GMJeXgsspBrmUleLVdN64J557Z2zAbrFAcjK9V73KFVffwqtPRYn4w12qH70Ymt/B9MgK9Aor0pYtEAgQTUxlz4TrWPKMQlmZuA9OOkkk/cx11cK5HYqohw8XQGvtWlHdSk0VHfHvvisynxdfzD77MB68P4B/+wGorUMPRzhQCo+ssHLvy8+S8OLD7CmaxYavVLxBEbg0NX1vPmFVlbg+K1eKKo0OSooJMtPQisuIVdRi2reb08ens68snYaKEHr3IFlV4ZTTFXrba7H87U78q7YQCUQwKDL9UxLpff8jpD0wGT0s42xtIzc+Spx/N2lz3kYu2Y9uteJ3JxPuDOLTFfyvzCd476NsG9GXjKka5jXfIGXlou8vRjIZaZt1IXXHnYWanMLOvFNIy96Gv6qZwOJVnH3lKP7yCERtLjDZUdtaiDU0kz4yg8IR8fiy7ie4rxx7uA0l4CXS5iOsWdBQ0CIQX5hN8YnX8ua7KgGfeEZiMZ3GZpnOkJW8QgNf7jUwdualxL34CKrZiH368UTHTkT98CvcJ4yghXjiC3Nw+CXUPgVoDz1CdFBfci4Yg+6Oh1QTaBoxTxDaGzA6TKxcI3Hvwyp15xWyeo1EfVWEoUODpGUrGDxeLp8VwavbSLDmIS3zo0sysgJtp1/EO97TWHrOfnRkMFuQDDKnXKhzjqUcPv9YZCQqK0Wwt28fksuFlJUJO7eLNfvPfxYZ9wMH0JNSiGzYifLE41TljyZw5c08eXklWkxHVxW0UJSWmgjP/U0m7q93U7DxPYzbNnOS9jwDbr6NrTsUJIOHvsc6yW3ajum6ewkYbViMFiLDh7I2dRofPxsi6NcxHyvhiNe5+joTX34S5KvFfsxWGXuKTGEfoaaW1bEd+fPPMC9rpCAzj/ZjT6BcKSRTqSU7G8r2gtUmkZRhJBrVCVWE0Ts6GFLoo96XSejE/8feW4fZVV7t/58tx2XcfSYzcfeEKIGQIEET3KGUIi1uxaFIcYoWKR6CQ0hCDEKAuNtkJuPuc84cP3vv3x/PTCYJSd/S0m/7/t7c13WuZI7tfbas9dxL7nUmjW0WxkV24l7yJHp1HVrUwGyRsX4joZ99HvuibXSWdVL2VojcuXPJrK+k3RmhcGQcl53tw7rqPQLLynCl2Dj1vKmsb80n0RFAd8eiextQVDDqGzCnZRKoDIo1aEYmTQE3u3dqSMEAVFfRWyMoEYkYaLF21JUrCV11HWtL46lvqiNZsbC+PoG1a4VNvekmWLHQT6BkL5uRGT5qJKHiZdh1Xdz/DkcvceoW3DEMaDGlszaSyDEDyoiYY7BGW9D8fhR0iItHMqnga0P74SfGDHNRNWwOuysdtLcZYDKxaZeVykkT6XsgaZIkjBkz0Bd8giwZSD2D/rq6RM3kyy+LcoPvvuv9jK4fZNQTE0UlwwknwLZlAZTBFoamdVKw8VXsPy0nkNkHTTLjaKpg0GQvi2LzoLZO+A2rGKh0wgmH+M+e7Xz7reh77LGfS5eKSojbbhMG9kCEw6K+88ByELdbELyODrHPh/qqzk6RZftPkCavVwRRP/20t588OVkQ1dGjj0x8ampEBcOhw2h1Hd58U5DZ7Ox/664fxX8/fjFpMgyDoqIiAGRZJiUlheHDh3PppZdy2mmn/eo7+L8eVquQnhw8WKx0g0ER1cnL+7f14PxvQ06OMO4Hzv/rwQknHDLmoGdeUGvrz9/cU4ewerXoO/lXDfaqVT8vuejB4sWiTKybKf29bFl9veBvv9YwwP794f77hb/dvFlUo51wgqhMXLpULPIVRSRjurpEZYihaeQndzIxuorhp7lZWxyDX2+l/7VxpKbLhDsCHP9QhKwTekWo+vWD2tJWQo1ttDW20bZM/I7kZGhsEkJW1h21LO0cwq6tEYoK83G2Vor6mG7s3eihdnY6fV+9Cc4+G/PixcxsuoF+N19DsTcdfwAKZhhkrFqMJ5DB2oYx7OwYQXqqQd70PD772MS+CvFd5eXit1xyCZw80EA99NykpPT2KkUiwtn7/YKNL1iAMWkSy77pg3+PyGAYLpcoZwmHCfuifPmeh9/dfzP+72yMGxUhrJv2n/6DlIHDYeF4rVaIRJA1DVtzFZH0bCxD8pEMHTkSJP+Nu7nv9N+xTR7G+h0xuM1Bxhe10UfegfOtbUSXr8BisaFLEoamo9fUYbrxWqb/9QN0f4D0zx5BtZowpk6FZUsxrFZaEvtRVaJgBEOocW6M8WOxtjSQN3Ywr73fyTkDs0m8716UPz1E5dm38uxXeVQvD3PcHTr3vZDL3RffQ9+2NajrfyK27kdufWkeb37iprbJRHx6EoNnpzBicJjnX+ti/MghjMp30PH4syTHJFNQpNDiEa0VZouEPms6X6ww0dwmi4vGYgHDwDBb6DLMdASh2uMmMG0W5lgb/i6Dhh9Kab/1K4rGxKCedAK+pWuI1zQG3nwifDgfb3YRYY/OAG07cVn96NhWA6EgZrsdKSEOPTOLceMU2ktbSE6xEJdsp7nDTIFpDzEfL8LYsoUkxUAbewydx4/FlZWNhIbe1sm6jNNZdsNesR63WjDCYQjD5+90MTDHwYQzzhCy9BdeiNej03ThfUjBAKnF32HftUH0xdXXi/Pe3Iy2ZDlKSENu6SJ1dJSnF5mIGgp6KCTIARIgETUUvt6cznWtbQSqW6F6OQV9c+hbmI/y1eewpA3OmYdx2/Vony0nNSaevUNnMv+xINEIWBPsRCULvrCJd9/1c/1NTuyJGo0tJpJSJfLzYet37djSIVGXCFU3E9ldjWPF9xz7p+tprYhy6Xkx1DaZ6WuvwlyyC8PlouvCYQTcSaSlS7z1YR82vLGDGbNkcr58hYZ9DeTnQmxHpSAYe+qQX3qePpdcin/xKqLBOoIff4Fy7mk4+/bhpphS6m54HF8ogqJIqLUhlHXbmHXBTFLCg+CEE1A+eB9JAiUUxVAFeTGcLrQhw9i5RyG/r0r78k3Isdm4YruQ2luF3H1cPNHkGNTvvkM672KSXn+MmNpm1DgXw6ccz8rCqfz5rWTmz4fpw4OsWxdh305QHj0eZ/uPvSqa0WivGml3qXTQGkOtOZdVtal8X55NwfRUJubXU/DlU9DY7WvqmtHj4mk65Qo27nESCEbJTgtx2rEBoo2t7K1z0mXvzT5Fcvuwa+BcnNEAgR1RbA6FxCRwOUHuKTOurf15CkiWDxKDABFkGzECRtSuhW3z4asfCVvd1FgKaK6LEg1q2GPDZPe1YXGZCZnNkJaGrMhMmSKKWX6GigoRDDzUaXV0iBLBBx44eD/q60VW6UBEIr3qg21thxd/+E+Vs61eLQJlB6KpSagYP/SQ6JM9HGpqDi/3C4J019QcJU1H8ctJ08qVKzEMg0gkgsfjoa6ujvXr1zN37lxeeeUVLrnkkn/Hfv7vhskkbtQj3az/x2GxiLFVKSliHl+PDT75ZLFOOWjMQY/ROhxLcToFyQkEDp+2+qU4sHj9UHR2HqSKOGTIwXX1ByIt7ddtswLR8lMQ345/ZDOmpjpabTk8+VQqP22xUloqmuaXLBHE6ZiJOhu/bmKiaSuW229liE1liNMuFv7fepBcDtQLzoVRcw6yCImJYB9ooiVNcFTDgOx0DSkUJDfRIKCZ6Ypz4q/TiYY0gn6wt3dyYH7PMCBqyCJ6b7eD2Yxpxzb67LqSAqcT3WwjXHgbO/On8efnrHRiEFBjkBITKJtv5qrfyoQ1kdwxmYQ4XkMDfOTPJn36PRTIFWREK8W5DwYFo9N1sa3duw8qf4lu3cmOdekiEwZIikJItiFZzaho7Nnsp2NXJyl/fpmbxgzFfsW5PPVJDuPH98z1EpfdPtMgzPEqsr0fDlMEl+zD2lSNqaVBrHIaGiAzE72zk6Rn/sh4WzzHTh9HaF8Nyte7ML/0DPrzXyDpGqawH9VqRpPN6FGQw504yn8iYqiogwfAzp1IXV0QjeDLHEJVjQXDHyRh9lgS+ybAoq/RflpEbOpgTpo9E6P/QELffETo9kd4YUEfSso6UOJiCfp1kmI17n8tC2dMDqMGnoLWJuP91MKgATp/uEln9w6DrV+U8dpf2zArGnve72L1pFSuvv02AvWldJkyqKpoQcZAi2iYzDmUbvFSOCiRbTs0scBVzQTDMsFQlLZWhYRYlRW7UpmQNAhpyxJ0zSDp2nNwT8tly2+eI1jTwm4k4gsTiX75LZZjJxEwrGQ+dSO3XfEUL9rzqapVxQItPo5+fXT85Q088Hgjg49xszuQyx9O3of98QcIenziJOk6WvnnRHeXkHrv3cjPPo5XTeDrxTLohlisKgqS3S7kvqMRFn2lMTqxHaWgD5tdk1m62kbZuzU07e2k74QrOe+2GxhS9pko/92wASM5GWnvXlSLBTU1lbb4ZCrXtKLmZaEHI+gdHiRrBMPpRE9IpGJjC6HBqcTYwZyWgJKRhHzLDRhdPpBkjHCYYFQlPOdcqmskPvpEwWKRcDhB7pOBnCD6azTsbN6uc8W8dlqr/HhDJj5dHkPdd1X0m6czet5oXOUWDJsd3R+g4sV3SL39NzirdjNm3ze0ba3G65Oxp8Xg7JfJ9mg2z71hxxc0cfo9gxhu3U3woxJUBcrKZfoVZGJLjRV1Xh4PSloqruljwW6ns9OAt98i5+48pKVvIKVEaWmWkGUDVZKIj5VIW/sZ5kIzEVsMpilTYMkSZKsVxWFBSklGufM2fmjKw6QFSc10IkkSdTU6qmTF4c5CAvzNBn2SFHC7Ca/fSuCnLeCOIdTmJ1r8NuNG7eGiOdfx2coY+lziZPcilRkzJNTvFiHNPA5am0W1x2uvCaOWliauAVnGd+ZFXPdYJps3GdgtZvrZYvjSH+Dq393P6I9uxVGzF83ipOzqZ3johUzq11ejDtbQgu2s/Vsj119jcEbt62ROPxYuuwxj1feszL6UF162c9e55ehBBX8QWtsgNweSYh1IVquwVYf6sCFDjjwINSsLOjvR8vtQs0+jpS4MSKCqROKS2VoZy3lXOklM7U8EM2lpIoh22GKg0lKx/cOhrEwY20OzTYcGqHw+cRxNpsO3HuTl/WeyTD2TiA+HYFAE1Y60Djs0w/RLXz+K/xP4xaRpyhH0n0eMGMGTTz55lDQdxT+FuDjRNzpxokgO2O1HaPcaMEBEwWJifj48adYsoYiUm/sPTxH/uygqEnXmh0NS0kGZwsJCUc62efPBb5NlOP/8f4MKa2Ul0pNP4igrg6Qkvk2+jj0ftxJTUEhurpvaWggHdb5bCRPGGtzxu3Ysny/ArOoYZWX0lL9IqopmsaMsWYJ0wQU/24y9KIvsSbmkFFegBrwYVdV4G3zIGMTEubGnKgyVdd4HJF1D06WDSFNShplk/y6RiWhoEOSmu5bf8HahJzoIJGTw+msxtLf4kPrE4Y3GEvaa8XbB888LHQiLRRDor78WxDonRyExmERsbCK/PzOVkc//VrDsvXvFuTeZfkacpWgYh+QXKbJufTmzGYyIgW4oWOOtWF1dxJ81leiSFWRttPHMZdOw2SSsnbFE7VksWybxyrNm+iemcs6giTR9/g0Wp50+hf1wBFtFycrw4UQamgn+9ia0v7xEpL4FFi9BikkkOOV4LG636J+QxTGTfF5khwMj0q0GWFONqdMDWlg0htfXw5QpeOsNDH8Ax9BCkhJ0tD8/IUqM+hRRs6aGvu2v4WocRZPPTquRx7ZdJkw5OehlZSitVvxNTuzIWAwrVXUmrIE2dMXE9pCTsaN0vrhvK/h8mCQZQzaBxcKebxvYOTmVwqHDaT29ELnkCaLtXaJRXo/QXB1k4oUKCxdGCIZ0IopKKGggIaHKOnNOMfjT/QZ+ZRx/emQcK5ZEuWZiB3uvvZlofSeKAmYLBNLyqbj9ddbusBNWHIw68zwGNm7igQFrqZkzjUBcOjVhBz98WMfqzSIa3NkcYeqxAUxffEyk04fcU3Ujyxg6hLftoXFPG8lX/4FAU4jOl83CsCQkIJnN0NEO4RDExtFmtxMyd+C1JkJpKbMrVqMPdBE4axTL1+k89Lta7r+5P32XLoHNm5EmTkQaMwp97QbwdhEcNJrJffKoqpOJSbHR5dFZv8JDx55GIiWN9J1gRm5pIhiWsA7oi1G6b39mXLc58LVHCJqs2FtrkIefSNNnUTSbE1N+GmpCDPtvqlCI6g1taKteQVu8AbfLxk3nTMf9zEAab3mS2ldb6Z8TwN5UiVRUQM6ZFxJ1Kdg2rCK6aDFJbhupifGUXnI7Dz1uoTNYS3tmLOv3mFm40MrT9+UzaOQAotuLYfxodp44hy3bVTxdMoPHdzFIM0h78z5ob8fWfzDybdeCOUJ481pyFJWMPDdRDSxOM/amGpSSWrSSEQSX/oQ2pD/Wu++BGDdyVhaW5Cy271SQ/R6OPaaLzesj+Mceg/z5EqK6RmdbFEwmXAlmbP4myM0msL0UFAVNl+jqFnFTN65nxrRSXmkeSW2jyqiLBjBd+pyYdxahLu0e+jd7tuiF/eYb8aHBgwkfO4tH3x9EcbGEbkh0+iQ8SRnY9S5efrqV3Ksvw/7CLXjnnMfLqwfSvKcVNc6Fxd+Or6yRIPD8n2UevX4ktntuhltvpvX6+3jzJhNahhm/K4C1RyDCgOoacLnM2PLze4NIPRg8WAgZHWmES34+jB9PYOlPtPoNcJlFAECRkS6/gs+2FdDWJpTP/8cZRYfWde83kBLBgSOp9KTS2T3WKjsbXElJgkRt337w+3fsEPu8ZMnBzzudoif3PyEW1tV1UKXDz7Bnz8+fCwZFVDA2VjiEcPjn7zGZ/ufJ8UfxfwL/0pymA3HFFVeQe6iW9FEcxS/E/6iLkZUFt94qHGBDgzBwB44C/+47ochwSJnDP4UJE4QU1eGGc5x22kFMKC5O1J+vXCm0I3w+EWw77TQxSuRXRSgkpGqLi0FVacsfxcovhXKVvK+EpKIi3CkRoViuyJRvlzg9shlTyIdR211y0k0ajKiGZAOjpBSpoeHnjiEmBq68Esvdd8POEsKBbiKiqnDZ5dQ98R4j/pDKmAmpNNcZ6HQPDuoe33TOXJ2k7StEBDUxUZyztDSxaDBb4Le/pTEST/m6FiSLhXCbF0tzHWphfzTNTFKStH9G4PPPi8jptdfC3r0SLTWJdOzaxVOPhHjkgivIlJvEiQiFxPenpIjII0BhIWp9LSfMiFK8SIeoiBpqkolAUCEUMjhjtE5NrcTOAecx/owTiX/1NuTvPhHHwG6n7OKHeOXZDKKllWzf2MHAc09gyKkQWric6nKdvvl2pOnT4YQTaH9rEbVeNynnX4HNJoEcQO3bn9K31tE3BKbsTPTqWlRZyDMbaWm0TTgFf1IWjimjSHz+fvEbZs0SEfIpU4i89g3oBknHD0N7+nEAZKcdLw40Dcwmg+hrf8N58x3s2d1KpFrBpCRBRwebPglw9e8G89QTGt7yLuxIxLTuw5KZzPU3WXnn2TaMDk9v1DgUBpcVyWxi+TKNPjNSuObmbG6++iEymzdjrijGlmhh6Nx+fL+wk5vviOPt91W275IBnZQUg9tuhY2rffg8GppDZ8FHCnPmqMTUF6NHWolL1QhGZGwnz+Ddn/JZ/okHWltQnDqrIjJ5w6bzhzMqyXj1XozHH+erT2LYsd6PDKiKQdWuLi6/toWOpzdjlgxkk4TVJsYjBYKQkG4lsnotu9KvIOeHV8jKLKCzNBaCQTIdbRxzhozTYVBW1YHZHcTWPxvvQ39FW7wTzecDWUHWP+SUeXNQR01ixY4kikq3Ik2YAG+9hXTGmUizT2JH0jSefNlOqWxhZ7GJcFRm9GiFefPi+OptCJVrnDgziOOtzVh+cw5G3yLku/8oZmgpKhFdQTdZqCjVcKrlSKcW4RwTR0m5SqRFpTAOVBmIhKGygvTUIHJrM5IEEW8At+Ql7rE7CERlOgwDTTUTDINpdylu56cEJo4hWl6FNcFByBPCO2wqr7znwtMZxLArqJ4OYmJikCSJV19Xeeyss7EmLWNdzll8dKcfqxqBQICV4TBpxw3k9gvvJq/+J0yyjH7nnfCbKzG11ENqKlJHE1JrJ/asOJT4WGioQ5IlLBYJ9bulGB1NRCZNhTfexfTw/QxwBrGm1GJa/hV/OPlUVm92Mv6kGQSXfg/RKA6rRo6rDSXWDePHY/poKZgtBIISkgSyBF1esJVsZ9SoUdTWGsRoPow9S3FqHSKbU1wsHjk5MG2aqDs+5xx27bGybrOwU7IMmiaxp9KGs38hRkwsVVmZ5N50M3V9T6XqunqsRhQjI4/Q3krRswRoUYNWcypKcyPcfz/OP5q57vg+vLVxIN/X5HLy1LEEV4iSYS0qrktbnFPIpR9zjAgCxsaKQN/fK9d3u+GKK4gkFWJ6eTHRdi/m/Eyip5zBgoqRtLSItzU1/QOk6XDrNEmi/vgLeWNNf9bdY0MTLVH06wdXXWWnoKeR9sAMVUWFcHJPPy0UbRsbhZjEqFHCF/8nYLEIe32k0TcH1sjruiCCn3wiyFRhoRhQuHTpz1N0c+YcOQt4FP+n8ItJ0wsvvMCll16K9ZB6XIfDwan/GyUmj+J/H4YMETrfu3YJBaBwWJQclJTAjTeKZs9fA0VForv4lVdEo1BSkiBK48cLh3cIUlKESMNxx4l1e2zskQOH/zQ6O4UM97vv7tcVjo6WCPq7yyciEWhowNLVhSUaBYuZaHMM4bgOpMI+GIfp0ZIMAyk398hDmAcPFsIaQ4Yg792HbEsk2qc/td9sI7i3BuuLL3LF5feyYaOJ0lUJBPf6ySqycdacMKN2vtbbxzd1KlRXEw7pBE46F+/IqVR7Y9CtLkj2ozncBPY1YegGalc7+dnxnHiSmTvvFFHP4mKxpl+6VPBmSzRK7bYonZqFUvcIMrc/Lwjzo4+K+vye5qz4eLjwQqiqYkRhOZNOjOP792vRrHa6/AbRqFCoGxqzj1X7RvLU+ybuvd2NdfiJZJQ8jVePwSSr7PjRQ7RKFsdYkvngfdgy9BSm33QcIdVPdKSO6fsV8PXXtDVpRNqbqXn+C4xIhLQ0CeXB0dSPPInKsiSOu+wq5Ef/hEwUz8nnsyr1LL78TKe1UyVhbx/mDL2TyYVLiPH7xcpl1y5cd1xL+58XYFU1VFVHykkhnJRBe4OF2EQJiyUCkTBWI0BKXBiHw4ahg66oNDVo7P5kD/fclkOrzwaGQR9/mMGTvaihvfhand0nu7fUxggEkZxOAgEZKeBnyjhYvTueJu/JdDQcz/FNUc6f1cLDXzey+om9nDx3ICefHItmyBTk6lQuLaZmTzz9ixR02UtCfCzpri5StXakrr3o4TDKjOmsm3ohnzygYs5Jw26zIHk70SSF7RsjfJKby+zZl/DmO5nsKLdy6i1FLLh/D5qsY9EC1O9oZWCBjL9VI8XlR/G0oaSlYp0zEwIhglEFyVeP9YSpnFLbzu7dCVw0tZr8hrVon65E8/goGJhP7i1nIa3YS1zxGtx9bdTVW2lviiBhEJj/GdPuHMTby9LpSs/FFR9Px4nn0Rnfj0D+EJ54wkZbfRhLdpTUdAttbSLhuXiJzMBJCSSd4iZ7UjvR7PsI7ikh4fNPxUwvmzgPms2BN2IDp4lAR4DqXQFGTUxj7RaxmI9GDNSuDvD5UepqmDrURPjLEhwOE1FdwRVvJrp9F8kzZqC481GTNbQlYfTKCpT123HKftp0lY7YvsQkBWkafSJ7F0uEZQdKVELRIzidwow2em2U6TlkTT6Zd27zYXd0XxPRKLjd1O/qYH7iIG7M2YPpiUeQnU70piakokLYtQtbRjpGYRpKjEssXPv0QTp+BiaHEz0ugUhJBdG35yO7XYQ6IqitTZh2b4eaGgZWPUtS/8l4J0wn7ZRR2NavwtJSiyknQ4gm3X03bqtBbq6ZXfsE2QkGu0e1ySZOPBEWzId5k/20l7QQ744hRmoWb7DZBPHoERKaO5dIRNjnmBjx8yLdM323l9kZkObG01xLxQerCV48FskbRnW5MBQDwyKjmCUUyUCNBvE0auhRDbm+Hrm2GuWZt7ns5pt4cu1ERp9wCSMLLMhLFkMggNUWD7NnCbnuHuWg9vbejf89dbakJCpHn8X6lmnEWENUdbpZ973rILP9D00wyc8XZO0AqfDgwBG8+VNfftrphsxewrBnj3C19907mMR77xWNx7t2CXIyfbqo/05L+/V87r+KlBTR4HtoTxOIm2ny5N6/t2wRPU49maWtW0W5SM+oC49HBPrmzBF14Uclx4+Cf4I0XXvttZx55pk/I01HcRT/T5GQIAaYjhkjmmqnTRPP/Zp1cJIkJOny8wU527RJODizWSwIjhAZTLB0QVs9eHXhGF0u4ZX/1XvG5xMqjNA79TAYJG79N/TvP5YfmxDR6HC3vG40CuEII8aaiPnxR4zL54nSiQOaXSVZQjIpSCed2DvQr7OzN2IH4vlly6C2FikxnvbiLpoW9qp2hIor0FracTrjeexpM8YmLzHbF+FeuVkcq8RE+P3vYcgQqjLHs/CLKKV1Dna/rqO3dXDSWVbIU/BtLMEA1LREDJuNU89QeOVVA7db2r+mAOG7/vY3uPlaldpvAEWh1auIyOGePXDnneJfi0VcDwkJQo587FjirzyTK59+g+nHpPL9DxLRkM7owQFyjJ1UuofywsNJRAJRvvwkQuFZ/cnwdiGHzVSF4mhMBaOmBikraz/B3LM1TF21hanTrIyW28RMqIQETM1boKYaNB0J6Jg5l883j2TJs3swm1vIf2E6OddGCBaXMF85h4XPeSE+AfIyaVxTzitLgjReNY+L4qsxOZ1QVka0oYnIw48RkSroSBlAfbuVYJtCappEepqOW/FhOHSwavSrWsqQMfNYs7YLc2Iyrkgbs080GJSwnZi4DuLiJaTmRqJtLvzeKMMnzmb5hkOuN8NAikaZeoqL9NZt3BxZQc0eH9qAQXiOnU66UUfyA09w7zmnsyNQwGZvGE9Ep19ugG0ruti1043mdCFFwziD7QzIMzHdtR61tBZD99P6m1tZIU/j63fN7NtnIMkRYlILyOqro1dVYdgVvq1IIHVkOms+V9mzJ4wm2ZhwahKrPqhDdZhZuUyj74BBFG77CqOySszamT4e6U8PiUXqgMEE3/kBZVI6g3/7Ox65y4f2xFv4ftwGgMWukO4vxfHA7TBvHuZYB9qWbeQmJpBYmExVlULIr2Ff/y2Fw69AyxnLCudUPlrXRmNFkKl/yGd7i0xyQgC7OUpBgWjl8PlEnOWuuyA/30RXVzJy2mgSOyuRx42BH74XPRIpKWiJ+TSWSEiREOapY1lflowzVUwcWLwYoShXWoo9J5FLf2+mYNN8todkQhEDbCaMUAjH7dcjtzShrlqBrTSKNG0URspswktW4PNECcWm0ryvjmbVTVfAhj+sYhiCIqtxLvQOcco7vQrhpHQ27TUhW+pQ5Yh4U2KCuD737WPdjgLqctPJsVqRAGXpN+jz5iL9+XGkLg8kxosFp9kMxx+PVFmJ9NWXRD0hAkk51IdTCQdiKV4TT2V1ImdePpk+b4s5bsmrPib55QdF5UBcHIwZIe7jhQtFJn3nTuJdsYwqyKG0NZbGRomYWEg8cRiPvgzllTLFLQnMGNgXv89KTFaMuFd7hkuD6Euz2/dXWOfmik3U1wvTaBgSHjmOlPFmYjKvwJKTjmVcLKGADpEoMhpaVEKSdTR/kIx4jaAnjM2uIisSUjSK+s6bXHZdLonbV9K4o574maegmiTURDMMGyzsUlWVULFbvVrYrjFjxEyg7ixNa6sg39u2iV0fOVLE7VbvSTxsIiU29h/UKYiLEwPCFywQ2w6FqCqYztoV8ZCa1EvcImEIR6jaI1G2z0LiuIEikNjeLgJSv3rN+a+E444T/cjff9/rNCwWUTLYr5/42+8Xv//QUrzNm4WPvOYakUVzOP4zZYZH8V+Lf0o97yiO4r8GFsu/txQgGhWG9KWXentk1q4VhvT223/eMLt1qyid27tXRKfi4sQCXpaF1zvmmL+/v9XVgqC1torVV0FBb81iWZlYRc2YIb63mziZNq3l5Bua2Lg2npA3KqKq7R0AuGIVpgxuJ2YH+EtrcdxxO8bb7wiRBEAuyEM6/zyhSmixwJ/+JLbjcIjSsAkTBOmJi4Ndu1A6O0kD9ETBG3Ud1BgHsSkWzjnRTKYqQfpQGJcBzdPFcepuCvZ64Zm/mtkr5jOiWA30llZWvx1h1Mx8VtSloigKVc1W/I0asyUdw5DRdbH+6lHtNZmEz/OFTXjTCglHJGKGRPHLg7BvWSPKRtrb4YYbRGTU4xGZrtWrITaW2PdfYvh1v6evy0e4rpWIx097aTsWk5dLTnLx3Nux7Nml0xCKw0hIwtiwi5T+JnLTQhihCNIBNjAzz8TlJzVg/fgd2FIDDdVgs5F13iUENCv+LcXIDhvlA0/i7Udk4vL7YsHHA8+HufTiuaROc/L1nQYM0btni3RPeo6L5esfYph6rEqfnS/D2LGoQ4fx7ueJjMhXGGJPx9E/C9xpeDtasNdshI4m5Jxs8HRi//htLvzdaDzePKp8Cdx9TYjsytUo736FpakaJSEWTj0VJTEZdeEXnPCb41n/sZNAs485lyYwvH8Q6utQkszk9GuG+58j3KiRZlFpXlFFX4eH+KY9BGISyV67gMzBQzglycSO3Nnce30nUdWKppoJxUVpNqUTVeK55VidhrvfIjNTIXLdjby5bhSd/iCeKEJ1L6rR3hwlgp2UlFw0f5j2WoOmRrCEOnHGxLP5pxCnnJiA/fNaJAmKd0aJuetE5B/fQw52wcmzxDUciUBsLIoWpm9eBGnVcqQBfeiblkyoeQ2hfg7AwBpowVxTJ3SZ33oLTj0VY/VPSMEgZlMHOZl57KtQkLydTJ0u8UPbybx0TwMEDewxNlraZRoawRd20SfNhkkP4zTpOJNMQppdF7dAcjKwcjeUlghCMGsWlJQgdXRghMIYYQUl1ol35lnsfKUZPVBLvynJvPi8C0ttLapfIrvAQ/xfX6R6YzOp6SYqKiHqC2IbORDpxt9DWysWJIxAAGPnHoz+/QiffRmdljQ49wLY8TQA7lAzcUn5dLREMcxmDLcblwYdHQZGJIpNjbK1MxbbIBtyxA82u7BLtTVgsxIJaURMdrEgDYeFguSq78Qcn82bxQBpp1NE/BsawDBQRg4nWlxPWYmErulY5p3IsmUSTfs87GpP4/6zLyJ34Qsi9ZOXJ2zlt9+KA3f77SKDcMMN8PLL6H0HEVZj6CuHMa9vxZgzh0c/ymeb4MFEFDudV93C2m+q6eqS6NcnyiB3FZmrPxBEdfp0kCSyssR8pwULemeiRyLiLePHSyRmO0ktGoTx5VecUDCSz972YuTlI0dCWBQFDBg03k7GjgWEwhLmnBRkQyMlFZprGxhm3k3pm/MB6NpQTFoaxGcAyxaJYd8vvtirBguiWXP1arj3Xuqs+Tz99H4zDYjRR2eeKeJPf/rTwYUBNpsoD/+H224yMgQxOO00CAbpaMxGS+7OMOma8B91taKeUJLo3J4ITp/ohwqFxP1isx1BaeI/jMREURkxe7bwBVaruKays3urD5qbD9/fBII5L1kiJGqP4igOwa/W03QUR/H/S1RWwquv/lyNr7Pz5/KsxcXw8MNiRT9qlCBOS5aIyF1RkSAjS5aI8PPhCs83bICnnjp4HkZmpigRLCgQkw5BeNI5c8TsCEkCSWLgB3/kzlufYf4X8eyuV5AVg6ETbcyd2UmfT1+BqRORu3wYdieMG4d89lwkqxnJH0DeuUOUi/z1ryJrB4J0vPqq2OYVV4iyhqVLIRjEouvkJVlJT7URiiqoZ05FLWjC8tQDYjZHYqIocZg8+aBsXFUV+wkTAJKE6jDT0dhFoLKBy2/M5NWXovi9URwOEciMizXweCWcTtHO1hNhjUah0ytRWqGSnamzbW2ADY0nc8mMfFKWvSdKODs6eo+lwyHOS3Iy9O2L9MD9VJeaqK2XcRw3geDYybSH7YzKinJLroVFH0Wwm6OE/FGUqZOwDixkcHor/SZmUFxvIGkakqpw4Wle9D89SVyqhrlyu9hpvx/1qcfIvelu9gXDmK+4iAXLEuhsieD3SPTNNxMw2fjLpzZmnGxnTyfkp/kxtTWJ862qoGlEWtpoKAvS5/zzITmZ8uYMxufVMzjLg+euh1j4RhO1O2USUlSOPX02rqoPiR3dFzo6iCSmEv7zM/xmzinEXXYayUsWw5NPoRBF0jWor4FNm5CvugrrqccTt24JT/xtKq42P+qiNzFWelCGD0Zt2o759U/hN7/BXVaJ0dlJ8p5y/OP6U9k+ijXFcQSjKqOH2yha8xb537zIZbdey3vvaDS3qUQb2ygaH8/Ek+0s/NjHOWNmErv+I+rOO4MfP5aINdoZOlViwzrAYgOzma62MKnOINbyvYyelsC0oUG2LNGIWp1UNVkJhSUkXxeS3cqguX2wdGxEu/Z6jKZG5JYWJJtNHEdZxmhoRImJgxgXyo6t4M/HUl2KpYf4BoPi2vB4QNOQXC5kGfSohmrRidbWkJCcD1PHEM2M44O3u6U8LRaCUUhKFNexN2LF1xkhtqkEIxolanOiJaRSWeFi4UKJE2dGGLZxF/ayMjELZuZMcY2uXYszGCZr2lT2FZ7Aqx/Gokc06OzE0hhkuBlSProZbDa0wddTVR+hq74Le4xK3wI7voRsWLcWxdsBqkIwLGGYHGi6RGRnDSZPJwvW5zJ2dA7uG6Kw4EOkFd9wxjnX8Ma7DiLJGTS22SgogIAnSv9cP4OTm3ENgX3vV4mVeUKCsHFeL5gtpOVZia/YLO4ni0Wk1TZuJHLBpYTc6djPPhd50wYx28duh/Jy9Ouvp2lrF4YUwHbaDNYxmsamIJrFQaPXzjfe8cyb1UbMys/EsZk1S2htP/ecKJmy2+nQXGy5bRFLvgzhqfMxYISVkc8k8MkiG8VVdqZOFeQnPh4u+UMcfeIN1IYaln+tEZ+ayx233EzfImO/7VUUmDM7TIwa5vO3PTR5VOLjLEyZYjB6eJTKLRK5q57F+tkHnHHqRdguP4kvl3TgTU7G1tXCpJk25qSvx/bsh2CxoF1wMer2baSlQqwjglFfjaKC2SQ4Rmxc9+jA2FgxT+5AwtSD9naMJUtYk3wVu3f/vFTvow8iDMgJ8fDNYbaWOqist5CVJQ5Rj8LnPwxV3d+n49SEKzEMhN0s27e/Ujc9R2WUfTecf4ew7Tab+CHTpgmVo/9paGwPegYMq/8Plp0OhwhoHhrU7IEsH3k4JPzrVSFH8f9b/FNX75IlS4g5QsrylFNO+Zd26Cj+NQQCwrfZbEfHQP0q2Lv38EIQIEhQTY2oD+8Zeuv3C2OckCCGr4J4raFBnBCPBz74QKiiWSz7v0qrrCH48FPobR5Uk7DZEojvf/llISHXs9CrrYWCAkLX3Yzvi2UEW/1YgtC/+HPufvAimjaVIEXCpFavx/L1NuEYFi1CveIKEcEdPUJENCsqRNbrlltElLOHMMmy8KDhsMjU9O8vFpcDB4pacUlCkmWsyclYjzsOijLh/jt7j0tVFTz7rGgMPvvs/U7S5/v5IZQSEzG1tbFndTsTTkpkzlQflpPMRMM6FtlCc4sJn0+cgn79xG41N4u/7Q6ZQWNsnDmzi8XPNxLy67jdA/nNpKkoZ5wqsmPjxokNZ2SIPrCXXoLjjkNeu4aUvJF4z/gtH+8ZxOoHg+i6jiS34pqQysXXuhkWsw/LabOF4taCTcSn/MB9V13N9+GxvHJvlPzBdmI2fk1chk5iW4k4zvX1RNKy0LNSMNeUkfrSPazY4KatDTLSDeIsPuxlJZCXDxUVSLMG4/eb0RUTqCrRUJSAZscbUMAWRyBXx9cvFUe/LJwraxi04x22+k/l5b96MSemIHV2UFcbZsveRC6++W7O6niNiCOB4DOvkdvViVRZjtVXjvzyX5CiASHw0N07YSBhvPkW0lvH4YvPJ+urt7B+8i5Ge6foc1vxOdKYMfsJunLmmVBaTNdV1/Jx6Sg+e2wvepyVaEoGi7+ppl/hmfz2uFL6LHiK2845FU9sNtEoxJvWsdAzhZ++15hz3Qi0qX2o9brpNGQ61QRG5thIyIeWRh3J78cwDEIhMKMzZ0Iz0evv47fX38gjr0Tok5bO8FGxDPtrEY4UF10BmdK1Hjpe+JrUE0dQkBBFdsUie7xEA1FCIYh2GDR6U0hti+IeEYvkcgkNaJOKIStImi6CBEOGYITCKDLIJoVwSgqGKYaE/Ay0OVPY0pVAhyZD/37Q3oEeDBKIyPQZ5qB0e4CuVp1YXSfsixJo6WDKkAgDrWY+Li5k29oovz3xWI4f3Y66c7tQjDnpJOjoQLVaibOpxAXrOaG/n+DIOAaNjKFP5XLiSiXR3T93Li07G2k//XKU0j/ja/fi6+gk85IUjCVL0Qv7ESivR/d7CYclJElCTYrFt3UfnX0j1LW7eLN4JpPmjiDL0UZBcgzz8pJ4828K8XZwu3ROGVbHKRmbSH/pr8SNPZXU1AIayhFZ79RUUXra0cm80yPEP/qFWJhmZtJVMJRtU69l0Xw3bRUpFPY3MWNoXwZUPoJst8LAgRi7dqPedRv+GpWF651s+DCEP6igyVa8XhsLPgP/pGmc8Lvp9BtsFjajq2t/ObR37LH8becIln3ZIIyj2UrFMjOrmxKYd7ZMW0jErBwOwdNmniBTti8enFYIR2hTFN7YbOPu00zYJfYPX40pK2NO6U9MuHYWbdVdeHdWYnp/GeFnOznm7GEoacn4vDruT95gbu63jDtxHv4+Q3Ckusgs/Q4++ZTgCcejTTiGzk3bSPa3oKrgyksiGulgwABQlUPaYbKyBGnqUaA4BKHV6wiMPhM4RBXJ0wnV1Sx/zeC2hNfoYxgwb54gl//iIj87W5j5XVsjgswdUFB04bwQticfEvWLZrNYXOi6+A1JSXDeeX//y8vLhdT3unXis8cfL4ZI/5vL+/x+4dIiEeGODxr7kZYmApurVx/+w1On/lv37Sj+9+KfIk0XXXTRYZ+XJAntqJb9fwSRiOhr/PxzsWZ1u0V2evz4X0d9+/8sjjTsrgc9hCoQ6JVkzc4Wzn70aEGsWlvFwj0SEURp61bhgLpVjKqrIby8lLafPBi6WC8kp4ikiNmEKCOoquqNmtnt7IydwAeLYxl13CRi1S40s53d0gCmyhYGNn4sHNSByMsTzjUjQzzGjhV1KIoiGns3biSSnU/VoNlU+RPRNMhW68j55lUsPh/ce6+4mG69VQhuhEJCKWnQoIMHVBmGOBahELz+uiCUgwaB2Uxs7MHBveRkUFJcNIfTiVbW4XQYLHmjjkgY5Dg3iWPiufBC0b/Uw+Hy8kS507HHioq7cFjl6++cRHL6kpAo0Z5sovTkARTlq0gSeE3x7NsHW5cEmJI/jfiiDTjb2pB1HWd2PN+3DeL7pYHuQaRg6Dq+1jCLF5s47fh9KA/eJxSDVRO6P0romReZcWYZw949GSOqkfh6MSZzOzo6EasLb2IutbUSgbIoppZSyt0dDJju4swJDXy6qRb8PnFD+nxgUsHXRUZaLCYjTFCy0m5y4+kEWYFkt051RZi3a9M4Nx3it6+ivGAob72uEe4ME2wLoDhtSGYH2OJ4ZX4MhQ/+jvWf1TKxZi3tL3yAZGhM/Mu5SM3N4iCazRDwYygqmgZGV0BIZleV4V/4LWqrB1M0KOYXoYhpwn36iNWHxwPr11M8/no+/hi0oaPxeCWiXTqOTo01q0Jk5xRyepIL/+tv4WtX6dsXfO40LNPHMevYCAWNa2i4/2Msl92GsduE7LCz9LM8Lr7Qxpq1Mmu/iRIxFPoPVDj/fImkBX8h1NmF5fMPmTj5d+zrgtj5r2BXgrwXOJ3PVifx6KV9kAMaDatKSDp7ENYmD6rafWuqKgHdjMenENgTovDaUTgyMzEsVujygd4F8XHgdGIkJWMU5MPQYXR2KdS02tAGDqLzhEv5+E82zrrMC7VdIlOQlQlIrN0Fl1wQ5MO3DVpbQQvoRKISxxxv5fR+u5FeXccJJ92HJptZuS2Drc6rGDmskoGFYTJevVcYbZcLayjEwHCYgamp4iYpvBzWLhHSmzk54HQiFe/lbxuOZ+Zv7yXFX45UV0tk3FD8FXup2tWF0+UkISWAEYoSlUxUe+yEG804Rxh0dAif8Mn3SfQsxmNjhRLlyJEQowZIf+NlpMXChqW/9wS3X3gH89fksP5bP5HKCtIm5jPv4hwmKGvhttvg4YcJpufzceJv+OgxFYIiDVy128OqL8zcdNfDTFj1CADRji427nXx5qtRDEJilJ4mIeXm0NzhJCtep9Gw8fjbCg/f2ErKK/cIA9EpiELJ7LtY9opf3BjBIASD2DISmDpN4o9/FJd1R4dIdH/2GZx1RpThaU1sW1QnRgzY7eyOJFOz0aBI2ScW8atXi0z66acTv28tzX/6FL01TAiQLCb4ZinK4HwYPZrotvWoFeUk7nhEjCwym4m+8xp6YjrVn2zE9+zX9CvUwSWuOS6+GHXRItQjcRmb7fDS1gCGRCh8SJbJ5xNiR1GN9k4HRroFadcu+POf8d/1ENWO/vj93Zdm1i9P5jidcNVV8OTDUSq29Nb9FQ63MyTyHdaGCvFEZ+fB7GPRIlHueKS6wJISUebW0dH73I4dwpf89rf/tsVJcbHwGzt3Cn4XHy9mQU6b1i3OpKqiumLXrp8r7U2c+A9IEB7F/1X8YtKkH0Z96yj+81i1SgT3e05Pe7somS4pgcsvFxG4o/gncGD/UTgsDrDJJMiGwyFCWCCec7lEM29ysjghgYAoM7Fa4eOPe6OKmrY/a9TaKhJSZ5o6MHThrDXdoK42iq6LtZmEIcJmffvCscfSGnLyzGtO6st9bFktgeSGgnyIj2HzPvjTXX8g6Zj1sGKFYChTpojI3qGOTVHEv5JEoN8wFtrP4v1HQoSDGmgaasjKKZfcy5menbgcDrEamT9feOWeEpP0dNFz8Prr4vh0dAgW2NYmfuOiRSJbdcUV5OSkMXEi+Jr9HJe/D0fJFhzJdoyZeVRqOaRngr0gDc3uIqw6aPOa6KOIpNyXX4rDmJ0tKv8aGkQLCoAsq0w5yUVlJcz/FNZsEn7vpJPEaVi0CGj185Pu4MpTfkM/fRdWk4WGwcex9s12YtxWwlHRAK4qBorL4ITsnfje/hRbTg5yJIIWl0SH14YcljC98Spp0yYRsZlAi6LX1KKbregZmZTvVoiENNEgHx9DeWmU9xZ3cdudZpbbwnhwQE4u+P0ETIms+snEH/5g8MLzZqparfi9OrHxMiYLXHyFgtOksXp5F5tzZEZvWU1b7oV42jQxZ9EQktMYYNE0OpRYdpRYGDfQg3r3W9hNEh1dSncJpyx6FQxx/WqR7vNvsxE1O5G/+hzJ0PEHZFwOm7g0euTJVq4UpZbt7XRdfTMLSodTXG4QNJsIRSQyMmVicjLQi8tY/o3G+HOOJ35wG53WAupNUTJjuggHnJyatxx1Wwl6QhKuvRvJHziN8l1+uraU8GWwL8PzOpl+o4LNEeX4IXXYNm5AOmUYxumj6NjXxoTpFqb5Kkl57zvqzryeb1+LoaFWY9meDOaMH0pgw0781ngkVyJ4RcRfS0+j2SvStsqZZ/De4nguO2se2hPPQFomiqGBSYG6OozzJqDd8yCNj/+N4r0SgZDChl121j7vwFfZSFK8Rkb/eGq/LRa1UHFxhDwhvn6+nEkj4NibYzDKghAM4NryNcHXNyIPLERV4O77FTSfSp9MjR9bNJIGZ3DHjCvos/P3B2ccGhrEvzt3Cjuyc6fIJmzdStKWHxgwaBZ/ftLAai/ElTAQZ4XCVX3GE924BCVWZU+1k2DAAEPHbJNxTJ9ESYObOWNFEG31asGDzWbRLz9iRHfLZFsIWrt1q3UdgkHyX7iZm4aNpvbOs4kMHk58x1YSVnwlUr2nngp33UW5PJBP7pAgNgaClm4luDARTLz+gY2i6ceQ+OELmGfPJmFYJiR40f1BNJsD3Z1ATaeTSAQmTZZZvx4CnWFKv68jpbJS2JBZs+Drr9m4wyzsqd3RfT3DoBmpfPyxRHOziM0kJ4tYlEnW+OwdH/fdbWX7Qg0jGIT2DkKSmRpPBvNflPFHpzFh1ERGDNhExpLXMRQLrlNm0fWGmDlkhCMYsgLLV2C58rdENq7H0p1k8fvACIcJFVdQnj8DpiWT4fwKu8MLffKE4Rk8WOxvcfHPfUp1tZgp9/HHh3U56qTxNHYkHPxkW9v+MQnDB4SRGpvAYqFs5lW89piJHd4ouqxitYqW1zPO+Mer5nqQlwf33haifKREY7NMXIxBYUItrkU/9Ua6DlWQO2TI+0GIRETD2IGEqQc//SSyORMm/LKd/AdQXS2q5A/kQm1tosig57oHRDDo/vtFj/LateLkHnecKJs9Gmk+iiPgF5OmsrIy8v9TGvxHcVg0NooF5OH47LJlIio/aND/+/36/wXy80VKY+VKwXA0TYSqUlNF6VlWlnifySQWEs8+K1hQXJwQdFi9WnzH1VcLJ+nxCIfarUW+b58IdjnOyyXp+hNROttAVQlbXDSv2E4gWI3dbRIkxeWCiy6icm2Y+peawdI9rDM5BdyiFrOxESpbnCRNm9ZbYvD3ZGwB0tLY1n8ef7vd3/ucphENG3wyP0r2ncM5Nhrtzar1kCKTSfR8RSIijF1SIkoxDuzJikYFoTIMLLfcwuXn6Hj+Op/wt/tI7J+CvPwzVE87+eOGw4CLufjOQTQ2iRksDQ1izVhRARdcAFMnhomLl1m3SeXjj3vlhmfOhLffFgk5pVtEb906MQj3t7/t3ZXa8jBPvZfC7bcmkT9qPL7EXIJBA1PEg8lsEV9mt0PVPrJMLfj21hLna0NKTqYzaieqQbqpHSZNQv/6a6qWlJBw4njs33yD1OEl0hEgN7MPe/fJIMlEZ5zAxsU2QjYba7/zcMdrBSxY5GTLJ+V0xOXidJqYMSFAw9omrrkul3UbZEpLZBx2g779DBZ/rZOba2HOuQqL32thTJwTm8VAN4Bu5TPDELNqTKqBjCFKO9evoStsIi5RJyVTQmvrRO7TB2nPbnGuXG70sEHUUNDikvE4MtHDUTRJQdYNNM1ACQXEsdB1kW212YgOHMrqwAR27zIIBnR0oiiySkN5ADJjyExzIpkgMGYyDzzcSNnuELIqc9adE7lk3C4c87/GXFeG7eQJGP0K+OPpMn+800ZteRglHGTr2iCNm9t4+P4oqYs/RPr0U/RAAMOQiBk4gNz8GXifexOvxcHu+li6QmaQdd79zEnONb9leOFSKr/cQOHV12Nf/jFqZztB2UZ2XJTwnDNYKB/Hl09Vcub8mVhvcxL59gfMJgPTMWMgOxvv0jWYLryCdz93sfzrMDIaUqoLf30HVqvBlmXNnH9/PAuKnXirq8T1395GJKTTN7GDkS/dhFxehsecSI3XDYaMf8YpvPyyIUiu2YxhEka6udngbxsHcscDj2NrqxOr/c8/7713ZLlXzbK5GYYNQ1q1ikl9G1mZnUFteRiPJ4RRBrUzJlJUuBm33EZLbQinSUdSZCx9s6jOm0h7mSAV2dlw7rnCTKmqWEDuR3y8CMO/9554MSsL+vfHlJNDbqEZXrtdOJOsLGFkNmyAiy+mWBmJHg0I4YCkJOj0COEITaNxexN1cweTaLEgDRtG4ahYcqYns2uHTmWFTKBRbHrKFHGZBQKA309DVXc9lcUivvPYY4lWApGoIP4mE2RkkpJrY+vfen+CqoqMCRER3Nq9VyEpVaFpT4hISgZd7gy2rWxj3UofRD3s+NFCauYQ7rz4FrIevBLXsafQaLei+4NggE+3YjFkZKXXhJpM4HBCOLcIb2oOS/bmMW58PkWXTEBVgsJG9xzYY44RGdrFi3tJh80mUh4DB4pjWFl5sC1OTEQ9YQaT6yTWrOn26YaxfyCtO15lTE4j7GyhaepZPP5mEjVlHTAoAlaVYFDEqECIxf3SjFNCjpOE0I+w9XthK+LjRWDswOvkQMTFHXmuRn09bNx45I2tWvVvIU1btx55TNOCBSJQ0BPrJCdHPE47TdxzPYHEoziKI+AXk6Y+ffowZcoULrvssqPS4/8laGg4spEAsZg8Spr+Sei6KGXr6hKLhlBIOInjjhOZnwMJic8nLHYPe+1pnq6vF5E1RRGk4vzzxfCL3/yGqqp8Zo1tI2bDCtQ3X0DvFM7RZLOReeVl6J0W6JvVO1gvLg6fA+iX0C1dp/6sLn5/79D/RJa6EXHEsminDPLenzPvmBi+XGlh7MCxOEtKfv7h7GxBltLSRHnigYQpIUGshIJBkfWaN49Yjwe3Zzd6YgTjmYeQJDGMNJiYwPcLQ3y13sOPO2LweERz89y5MMBRweD277E/vx4sFnJnXUvEl8qeEjNFRWINt2uXOAzJyeL3G4ZQiN+0SXDWMp8VZImO5iiP/tnErZfdhM3fis1kJRBBLBBUBVLTIBxCcgSwx1mREzLQ2zqIiYsS729E9gZgxAj0t9+nrSEFbU8r2eech7JgPtGAgdLSQFx6Afq0Y2nJHcTUU5zs2Cez5TsP5yf8wG1ZOpUPjWZtG5SurWPpfIVjTkti1YowUdlCa2t3L6IBOjKbtoLDbWbKmQlEaoeQ01ZCctoAOlp0dF0kkCQJdHcsXSGVtlboKm2kuQXaO2TcMRLxy1ahXHgRyisvQ20Nug4hXcWSGo98+63sLFHJ7FtI24py0pMT0D0tGLrRqxI4eDBEIlQlDOOzhzoZND6DDRtkZEND94cxNJ3GyihJQ3PJytdY+VkDlcUhTE4rCcOzGCuvp/rCZxg4wYU6eSLy6h8wPptP/pjRvHLPyezszGJnrY+kokSGefeQuXMNxuuvo5vMyCYVVQWjqY7Q408SGXcCLe+tEsp0KEQNCVmDB19OpmjY5Zxx0ol44sNMvn8Uxq7thOs7iegy7RsrGHtaHcpd/ajxdZJSOJz2FaXICak0W6awZGkq9bVjiQuZyB1uZQid7NprIVzdgF0OokaDhBujrH69mHtuVtlaYmd7TRdJtgiTJyj0ffFBLD+tQLPYUcNt5BQUUEU2G7zptHpF76KsKtjirBDTD8Ihtv3UTO1gnT5/eUwIxVx2mcjmlpdjjBpFrcdFFdmEcwoZnliNxeQk8uTz3HjBpewM5vPDBismxQCXiu2hO9BKd5G+eg0du+rQpx1LTeGxvPd9NldfffA8U7saFnbJYulmGd2YOlUo35lMYnH8zjvC5vU0/f/+99TLGZSq/aiv0Ug3yfjic6BrAwRDom42J1tkVyJR0TcXCAkhmYYGMgL7uOuu/vz4o8y774rNjB0rTMT+1pJoBFe/dBY7f8fOYoWEUp3pUzSGj0rh641+sb8xMWCzoRvC7tntvTzFYdOxWzT8QXFLy3oEZBmvLZkZM2Dn5/u67aUG4TANVSpfbMvh6oEDMZftwZydQnBPJcgyjZ1WHNlFWBOSMMc7IeRDMgxMWWmo99+GMXQM18VJ3VUcju7HAYiNhYsvFseutlb84Kws8ZBlkaH/4QfRC6vrgkBMngw5OYxKh+uvh/ffh4YGCdlqpl9fKxee5iX/27dBVSlV+1NTGhI13If4gGXLRDDpcHNs/y5UVbDqvXtFSXhLi+gL7RlodeD1AiJ9mZp6+O8yDBFkPBKO1Cv8L6KnSv5wqK8XybGEQxJ5R2cwHcU/il9MmjZt2sQbb7zBDTfcwDXXXMO8efO47LLLGDNmzL9j/47iH8Bhekl/0ev/bejqEkkdRRH2+P+F2M4RsWePWDzk5cEf/iB2KhAQKZA33hAp/thY8d5Vq4RqV3y8sMz5+b3dqKtXw803ixqzDRuE9X7uOQadcx/BXaupeXsluWk5WOQqtA4vBAIYf3kJ6+vPwNRJBxn1+HiQTCpHUv//mUP4HxAMQlPAJUhgS4s4AQ676H2SZdqCdvzp2ex3l5LUG5E79VTBWsxmsUrpgckkFks9Yc+uLvH63r3IUyYh33UXpCSI5zMzWTfh9zz/QDuGu5iivv0IpDvo7FRY/LGPyaeWYf/qQwDCvgj2tbdx94X38OB7eWTnm/npJ7HmSEwUPr25WWxS0wRXPe00KCu1CUJUV0dbQ4TXF6Vx/x8sTL0im0VfRMXCo6tLSELrOtWtMYxOtaNsrkExm4EIxLphwDgoLUW3OYiEDZqWbsV1Uj/c9zyEUVqFHtFJP+1Eane04fjrM4xBY+ygAYSvOharLQXtrXfpnDWCt+6rQE1NRO5oxao5yM5ycd/DMHiogcMpc+990NONvXq1xNTJJrJvmUr/V29k3jmDeOEZHcOAaAgkswlTbAJTR8DyFTCiz0BgEwbg64LGXa2khX7Aeu21SDt2IPl8WGPiCQ0aSc3fVpHa9AVpD/6G1h+/pUtNJsmiYdT5kCQJ7HaMWbOJKhZqaiXKq1ROOT1KfIKJVq8MekSQtqhOMGxm/CSZL95yYRqSRovXyvmTGjFe/StqSjzK4CKkhx6EgBi6Zewtwfzdjww48TTiUkdQIU0g1hEm+NFX6JIdPQxOM6CqaKnplBVHyZxpQrKa6ZPQhsueAcjosoJksbK3ROaxsgzm376FmivvxyRpIiE6uIim6efy+UsqVegsy0jmuGmJFFxVSF29zAtPhYlIJnxhE7LFROMSMxdd7KDAaKeiuBXpgOvaiOhkff48fccNZe7sXHjmGfAVgEMGWUaWdCxKhFBlBYmTB9AmJ+JpCoDFRno62NrrxGKypATd0AlZ3KLMd+9e0f94003orW2s1iby8lsaHmsKmE0UKAa/P/1qHM+/SOjZ5xmamsDIfgWYUuPxDrqUBT+6qarJoaDvsYy4QCWgWwkFFe67T5ghVUVkO7ZvFzOPKiogL4/mqWfRGZuDxW0hPT0N5Y47xOsPPyxuoIQEYesWLGDXI5/z+LtptGyuhYgGkSCnPa3SmTcMl68ByeEQIhuDh0A4THySRMo0DzSERdAkGCQ1VVTctbWJQMfq1Qe39uQNiyHVWkZQ6eCYQSq7qx08+CeFK+81M+wYiS1l7v215j2TBHrMDQgzVJAVps6iMmiAxtIv/SQUJTDjTDNN5R00VATB3CvAgyzx43cRzjxzDsldZShGd7bdaiUSlanrNxXLsBPJeTYbaiqFTSwqQurXD+c/4lgtFkGIi4p+/lpGhogKzZolrokeFVZ6Z8cOGSLsmdoRQ8bXC7Av3iAOWGwsVXUKEBXZuAN/E8Kmt7f/E6QJRIDu7rvFCdq8WURxXnpJlLN0dIiolCQJSfnp04/8PUlJQr2nR/X1UPwbskzw9/UlbLaj/Ogo/jX84uXosGHDeOaZZ3jiiSf44osvePPNNznmmGMoKiri0ksv5YILLiCpZ67MUfw/QVqa6M1sbPz5a7L8v6enMRoVgc633xYJG7tdlBbOmyc4y68GwxBEpqZGLOTT0oSjOJw13bRJ/FteLh6HorlZkCbD6FXOc7t7HaDXK36Y3S5W9QsWiG0Gg7B5M7nnlFGy+CvCOlQ02ol1FxKXHEDWNTCrSGVlMPeMgzaZmyuyMD27diCGDu1NSv2jsNkgO1uiutolWIemEYlKdLZE8HVGyMtWsM6agr74HeSaKkH8nE4xfTMaFRHqjAxxDH78UURSR4wQ9XE1NWIjPVmnVavEMSouFseksJDOvmNY8F4UIxSGtnaktjbsqgd7air+ffVsroijwG4Xn/EEic1RGbnqSV6+62bK6cOLL4oFlNcr7oEe8T9VPSDZJsu9s0UaG0hMljEV7+SMs3LxEs/qlSF8oVgCaSkkpsrkTY5g7nsqFG8R6aue5meXC9xutIiGpEWw2VRqVuzF++leMgfFYJHCmAv2UfnHj1BUCZfTQC5dQl7teiL33caOPSZaxyj4QgpuwOjopL0uBjkfFMVg1gkSDzzQc2bEzisqtLUavPW8h7svu5zjSrcSe/cwvlpmobbDQeKAJAaNsvPtt+K+KR06ioy4TzG8Xeg6tHaqpFTVwKOPEX32eaTaGlq/303NLW9iBEPoSJTf8BwFj16HZ/7X0AyG0wGjhmPMnUu4eB/B19/GfNpdyCGFVW+V84cb+vL51wZrVxnoOuT3UbjxFpnFz5XQvMmPZeQAIlGJwTFVRFo9JJ89k8hf/4LZ0JFlQ7RXRSKinPKNt4h/+0T01nLMhVmobiuSLR0jqqGYJIiLxY+LUBjCFXVkP3YNanszLzzQym0v57LqBxXDkDEBkydEyS9djJKoUFeuYUqKpWLi+TzzYARNC+BIb0DPLKSmVcHkthG26BhOP6XbIhhoxCRAaqLM2y8EuOM+J2Vfq+hmMwYgSwYzZ0Swv/89jBooFpS7donH6afDbbchLV2KJRhEGTmW6Cnn4toJTkuE1CwJt96B1NkpyIimEZdqJr5xs4jgd48OoK6OvWffw9N3yahZFmyKQqC8gX1Vfp50jOLK+x/H9f23RGoaCOX3p23ybG66N46yfZCXL1FWIbNircrJszXOmVSBy9sBe7rL3EpK4Pnn0UeNwjPjDFY1FvHp3SrNnnbsWYkcM1HnjOk6GR99JN5vtYpAgqrSOu+3PPsMtCD3ipjY7JRu7WLA+AT2bVEw15YjtTSDyYRsVjh/XBOpt94s+jznzt3fU2mziSxIScnBhGnGeB8X9lmNVFYB5WVgGAwa1I+ZMwZz/3s2xk5ykzHazJo1vRo2d94pxEX3JzRkGZtZ44xJrRzfP8CM2zuIUWt5fT1sWxWFpGRoaxXvVRQwW4gEI2iJKajZJvLWf0hHXzcdXSZsw4uw/v5S7P2yUWJ+oVH9Jfg7MreJid29SX4H7MuCbWvEC8Eg8bEGxLgh8efrLVk+ctXcP4SUFPGYNq33ufx8EfBrbBTXRnm5GLtx8cUiWHgo7HZRwv7ggz/PKuXnC0b4b8CECYL3Hy6oeMwxB1cbHsVR/FL80zF8VVU5/fTTOfHEE3nhhRe4/fbbuemmm7jjjjuYO3cujz76KGn/8KS1o/hXkJgIl1wCTzxxcLAfhFrwPxVt+g9gzRrR+tPU1Gvwdu7sHV/U0z70LyEaFeUQr722v04ck0k0755xxs+nfx9U+H8IZLk3jSdJwlrv2nXwe8JhEVYtKhI/xucTWabu/ihzYzXpcgPl6OiGTHunQnunE7NZJLGU5gZxUg/YD4cDrrxSBP7WrRM/SVWFgupFF/1yqXlVFYsYkbGRCEZVvF64/KRq8qN7KXA3EfUkEHj4z1g1P4rU/bs2bRIO9PLLRXivpUUc05ISccJ6oChClvaJJ0SksmdsvdkMlZV0zLiM6mIfIHXzBEPI3rpc0NnBlh0WzpQjMGECclwilg2boLGG7M1fYpk6l8LCDL78Unzlgb/dahWCEPvbBrql4E1JMcy+RsM0MIcUu52rMnyMOMbGzu06athPqLGVF37fSNk545j717cwb+vuPYiPFw0YtbWYP/qUBHcGitNEcTE4XWDXPMRluanYUg1I6BpomkRihhVL0EvTB99iOWEqTr0TV1oiUns7mgY7lzVw0kN5JCfo1NQekEGUJGRJtK6ZtQC713VRe4JERoKDeHcSxybbKWl0YlZ0Vn4TYcdOyEyTuPetPJ678XbiP/4r/h3lhKIqSp88lOGzkPxeeOUl4v0RoqmpNDWo6MEoRlMz3r/8jcS7rkbumIThjoHxY+lq7ELfUwt2Oyntu4nLHEO7EcvXC7qYNSXCb65KobNLRtJ08tP8BH1RXKkOVN1PXrgcpaMVOezFZtaQOtqRZBkZHVmVMQwwZANnQQp6tBlLcw206WgNzcg+L6b+hbTMmEsEE+62cvp0rccI+yi740W0+ibc6Q5ev2IeX544ky+X2xk5wuCK6eUkbnYjJ40gPiaRKjWXD56WkGWw2mDwCBPJw+D9+aKfcMAAiSHD7cyeE2bhhwFMgTakqEyXIwZPh0Y0PZvAXkH8p822k9+2irDFhTknR1zn3dCXLSeYmouRNxDFasJcVUZsVx2z82S2DHBTs6UFCovAahH3gKpy+pkKad99KOxD//6EBo2gc/BkivfCtSdV4G4rQ9J0fKOTWPGDlZ272njw/XyOH5/Epp3N2PeptDda8Psl3LEy9Q3Q0momLSnKJ6+0MCJNZdRXz4vAxeWXwyefoE+ZQnjJtyzOHsebf9knbk+XnYAss/S5RmrWubktZzjx9V8LW2W1gsVCZdo4avd4Iccv7ttwCCIRtm+MMn5cHZMvdrD6rSieeh/Z6TKnngrDEmuhuproaWcR7tKQPvwCc3IsyvChZOXnc8cdJioqhCmMiYEBnq1E3vwC7YOPIBrFbJEJazKWU0/jN6ddx/wfshhQ4OWkY20MyvaS792OlJdP8h15fPqFQnl5t6L12TFMMe8i5Y0n9kuLDzzuOX4MmoSAR1sbaFGRTVcU+o52kDAwFYpGYx8+HHswSGpyClJeHlJc7C8zpv8u2O3CP40YIbKFwSBF/TOxr4/D36WL82E20xNoGTToV/KXPQgERMDvp59+/prPJ9QUDzeGZuhQkbX67DNRtWE2Cxt63HGHaID/eigshAsvFMHXA6vN8/NFbONo29JR/Cv4p0nThg0beP311/nggw9wOBzcdNNNXHbZZdTU1HDfffcxZ84c1h0qe3wU/zaMGyeEYJYsEYuBuDiR9R869L9zaPeh8HiE2t+h2TJN61V8+lWcwJ498PzzBw+1i0Tg00+FET/xxIPfP3p0b4nZoRg48GBFupEjxXt7FLBAEDKLRXzvwoWiTry9ff/Lsq4Tbw9hzQ7i0V2EIxJ2h0jk2KwIJ38Y4paRATfeKNbyXq94f07OQaOffhEGDRID4t98UwQFHzxlHeYXnyLV3oUvahCQDZIGplB5zu/5aKGNQX0jjDxpPDkDHGJner6ktVVkm3qgKEIpCkQmTtd7pzDGxEBZGSZvK864fDztmljZat2erlvpIcERhEGjYelSpO9/QO+JKm/eRPzmnZz5m6dYssT1M746fLhYZ7z5Zu9zWVlwwQUqA0eo0O0899U7eO5VAyMQhJAJQjGQEsP8n2zEjO3HyTdOgUAAb9iC8eF8lNo6LH37klVVT4tkI79AwtcFzW0KMZcch/3dxeTliWtXlAwq7Nsn09G4heSHfo/nyfeYfWp/Fr8jfmdrXZhwfQvjJyQT8BsosmBNiiquAZspij3qQdchosvYsxJJd5soMO9ljOLBb4mjYF4Bj93RjrrHQ2FhPo990Z9jx/2Riec34k6IYhpigt3bkPfuBYcdc10piaYAcVlJGIqKEg5i2bUMfuyPnpOPtmsjqiojrd1B8OtvsY4YTEKKyqW3JvPoPT7GTUyktNHGYxf7CEVkcvJl8l1NnHRNAd992kr9+hLQDTqlWGJlkKJRzLIGyEhWKxiGkDWPiyEckdE7uii+bz624f3ImTqT9vQBfNc2mG/f0gjKNgoHjmXO3Jlku9oIf/QOAKEWHx1PvM6I3yVgO/MYJhrfE775LwQrN2MLezArELx3AT41BrujmeQsMzFFKdz3gNQdhzCorYFdO2HMaBPTJnlY9tdmdN0gIytKTkYCx52XhOyzMjKpmoTSH7HHmgg/8SzmYCtMmgR/+xshWwx1nQ7atoRIq92BQ/egWxVM+8rIWvsOt994H++/52JtvYlISCUx18Xpc2OZ5t4IS4IYiUnsmHMXn31jI89uZ3j4E1pfXEBYiqCYZGKUCJdfcCJbTprL91sl0gbEk7nXgzXeyto1FkJ+DV2Djg4ZXTPwtWkkJMSx7JsGRg0btl8QxoiLQ/rgA5rHns5nb4kUj2xSkCJhjB07iKZls2ObTsk5Exiz83HIyIT6eqS4OPwRM0iauCh7WH1SMoah8+Oru5j4oJuHhn+Bf6ST+MrN2B5ZBSefTOtrn+J5+nVa7v0MrFbcbkgrcuH+w+XEzJzJ0KHdtq2jg+jfNhP84COgu/xYhmgQrN+vZMBx47mg6i3CyytRsjOwn3cSpn0/Ir38HCPnzWPAjWfQEbRhNkNCghnaBkPaLfDtt1BXx4iJNlK3JNCwsRjy8wQZ9Psx2UyceUMM9lynIFMxMVBQgJyZSXOLRGepML/p6f/hMnEQjnzAAPEAcvbu5fozfDzzoAd/FyKok5REVpGNyy77FzNNh6KyUijMHQ47dojXD5c5kiTxfL9+vTX3ycm/4o79HFarcDkDBojMe1eX+H9RUbdS5FEcxb+AX2wGnnzySd544w2Ki4uZPXs2b731FrNnz0bujrjn5eXx5ptvkvu/Jb3x/xMoiliz9u/fO6j97yVJ/ttQUwPff3/41wxDlMSfddavsKFvvz3yFPDPPxfZogPlRgsLRe324sUHv9flEtmTAz1TZqbQx/7iCxGRi0QEm738clGW1tl5sPzqkCGwdy/SCTNxPPYYjgEDDtaGN5kOLo84BGZzb03/vwqTSQT/8vLAX1xNzMNPo8d24fWAokgYhsTGRc3Etr+NbdKdvPG9g0/3mLjzTujX8yU5OaIxuG9f0Z8hSSK8V1QEjz8u3mO1imMwc6Yot9N10la+z+TjJvHVh35IT+smlYY4T04nx45tgJp2+OGH/VVMhgHExBL5ZgVpY77mkUfmsWaNOMySJAIGJ54odqWwUPBYwxAVegeeXl0Xs2sNQyIk2fBGbLR1iPspToXPv4JjpkBdnZMvvoCTN+zF/+NWMi44ltiiJmKra6nbFiE8sBDbvJMpWbqEli1+7DbIzhELrcYm8HZJ4JZZsj2dohPnMjG6nYQ/DOXL5wJ4OnWWvlnHufe7KK2x8fVnOpIi+sZkRSI/K4KloYnEDDOJeW4wB0l76iaiq9dhae8iwWkl/dLLaD7jRD583Y9athtbRhqbvmxnOxHufiULU+tOcV3m5YHXi2QxYwr6oMaPSQsiKQrIEkZ8PFGPD+umn2DiKGyfvkt0bwP61g3INgujx67ksT/ewJqIi7feCeCOjZLgDuNo2EdXmZd330zkvPNcfPBDGCkUYulKF+fPPQXFIqFYVQhGeiWKMzLQghG8RjxKmx8pEiG4vYSWK+7h+bfd7Pm2EUXSkayweXWEbZW5XH9VGi6XA0dhOhmT8/B5IUErJyU5ltZrniHkjeBOSCZY4cHuEJlayR8HNhsDJ8fx2gIT0ajwVYYhxv6ossGGdTonzY7DMtiEf3sZ4fpWCkP11HnzWL7ORe6cJIqGZBL+4BM6mpqwFdhRZAntuJlUL9xNa4dCWmoYR3M5uqeLyI1/oGHBWrI7dpL9m1nc8Lf3qC3+iXBngBh/HSnPPyci9DfcwE7bSO57SKFPYZhZEzTaP2/CfswwutbsIs4cwOY0sfvJRdh/X8DCz45h47J2Js2I57TT4asvasjw+DBUlfTMZOq7nHR1KXS1+HAWplIyYA7BHzYQOzCTjBEjkd5+h7bJ1+BrCyPLEpLbCU4HqCqK20HEH2FPUxzD03NQayox0jOQ/QHiYnUkqwXDZBIzrVwuYftqagGIUXw4Fn2Erb0TqxSGYJDKY86ha8EqfMu3dydAJDqbw3SFQvR9+q848/N7Z895vUiLFyLL4p5UlO4Ee4ILixRCeuUVnP2n0bCvBvbVoK3fSMqfL8dSVgbz52MbMADLsBF4vcL/2ePjRS1Wnz7w+utkNm3ijlum8fmPg1jzbZBwbSP9hlo483I7Q6VtcNVDIoMTE0PnaRexMu9S3lqYQGOLSkKCaN0544xfELirrBR9as3NIqjUt++RBRP+GezahXTffYy3O0i/5nT2etJo62ghu6CTPtOzSc4/TNbnX0Fb2+HleXvQ1PT3P282H3mW078BFstB/PIojuJXwy8mTS+++CKXXnopF1988RHL75KTk3nttdf+5Z07il8ORfnl5Vn/DehxlEfCr5JS1zTRAH04yLJwDD7fwatql0uo3Q0bJlbXHo/4/zHH9GZMDkRmpiBTJ58smEhCgkifbdwoStp6orRDhog6/0WLhEO98kqRTutBfLwgW/36/Xwb/0a43eAr3UdjqXf/cykpveNGvOv3MGpuHatMA+joECWCd911AHdMTBS/OTZWMJj580VkcehQkcIqLhZlipMni8d77yHV13PymAZKw6PYs7IBPF6wWZFtZs7+TQZF7YsE2YX9anua3UnUkEHT0BYtxes+gSuvjOG3l4dQAn7iXFGkpERAIja2V6sDEAuZlhYwmYgmpdPSYicYFBna/cqDiMBoOCwqBR97TPA9ZfAATDEJNLYqeLwK0fPuYFWahfW7nex+yMRzZ9SB8RN+v0FtjcSAARAMCJ0Jx0ljkVJTWNuWSkG6l/F5jYy5xUN70IZFqyXtm0/JmTGPTSfksWm3HdkkI0kGViuQlsa8210k96mDOx9FbWlBkcKY81Mw3DFIX37IORfFYVw0lt1bw2hpMu6QwanHdDDkhQfhyivENThxIvh8GJmZSDV1WCJh6IpiaFGYOAEpKwvrIw8jnXwybN+OVFeHZEgYgB4IwberSBoykXU7cumfqYG3C6O8CsnQweFACQfprIrwx0cc/LRcxmELE3fSRBxNW5AvvQT+8hdxTyUmQjiMPyijXHgGoTY/fe46GwmdjVo2O+sU5MIYjEgQyWoGixWtro5PPrHzxwcvx/nh6yhPfYg96EMa0A/plFOIs9TgszppC8eQmJqO3llPesWP5CVlUe5JRE2IobpexdANdEMw7+REA0+VFwyDsu0S8eEmlEHZzB7eiD3SxLp9CdRUBcls307N40+RdOoEXHXF8MkKSIqn9sWvaLFuxrJiEW5TNVJcIeZTT8azqRSts4v22Dzi6MD0+MPkFhWJjLbbLS6s9na0+QtoPHs6V95gJjY3lq83GrTaziScHqb/79rJrl/Ovr/9gIGM7ZuFnDZ7NHu+beW4xCaU+TvJjZ/G9n1BQYDavGSkJNOVlsbZZ1vYvsfE0ocq0bUknMMyOWlWGifOmovZCIGmIaekgt0mIlbhCNjtyHYn7iG5BJc5cCCD04nug5ytXzDi3LvYsEnGyM4RWcLumV9DjkshoXY5QXMMdouQrjTyC+jQ3EQWiftWNK8J26eFojQ1mLD/tAa5hzQZBoqvC4tFcGpJPIUl3g5lpRhxsTgSrCTn2Ql1RQh4oxjvvAOzjoXt29lTbWfZj7BtW2/P1JgxkNjYuL+kLG+yn2u6GjhrQjaaaiGxdQ/2DbHw7rviQ7pOxObmm9BkXr2pjFC6QZUvdb/wXWurULT7H+cfrV8v1FEPHIyelCQGg/ft+z+Z4P8Z4bC4jvx+JL+f3MUvk2uxCFJWYoPC2dDnyMG2fwr/U9rqf+Oi4yiO4p/ALyZNJYeTHT4EZrOZiy666J/aoaP4v4mUFCH60NObciiOPfZX2IiiiH6aHgYQHy9qxHuGeKakHF4MIiZGLDbHjRPE63ApPF0XZQpffSUijHa7yFCNH989NfBe0Ti+ZYtYfbe2CsIUiYjPZWTAQw+JlYKqir//TTXffw/x8eDTO+gWoMNshq4DiIRqAjXaO89p506ordYozAiILJkkiSa0xx4TxxTE8Vi4UNSy5+WJBuJVq8S5uOkm2LyZ9I1fcVv6HkquHcuOUgv2eCvDzlLJH+HCumE0fP0ZmM1C0S0hAcVmR69vwZKWRqxLY9axIex1m+CTT8T2zGZRPjVrljh/JSUi++XzwcKFaJ4ugroFafBArp99AZdu7X8QYeqB2y0SX8cM7iA1z8bKspNYvaEcPaozYZqFjJYEvttgsHOvil+3sEkawegBuQR3lmJEQYoaSCjkjExiY/9Z3H6zjN9nkJjk5pxz3MwcaGWgYxvBpgAVSgHqt2v57RVZvL9YZckS6OyUGDHLwfnzzIzr3wnLfhDH1W6n7oJbKKUPjS0KCXE6+ZkuBuUk06YaRKwuJmZ3kl2yFnnDejj9NLGS/PJLwjfcSvNLH+NIc+IyBZFaW5Ez0uD31yO98Qa1J19FZc5k/G0BUu8bR9rKd5G/+Hz/MQmYY2iu8mE0tYqQbnY2yDKGx4Pk81GzroWrW//K2Mot4n5Z1622dcUVQnHyo49EVD8xkeiVN6Gl5xHz6B+RK8qR+xayyT4OuUVGi09C7/RhkRGS1uEQFXWxeOt9JK1cBOEIRiAgvnvTRszeZqKBVuJSMqmLplPYL4aY3Wu5eN4pPPJVDLrJQjigYSggSTI5aRHMLY306eOmqUXGHSshJYe5fGYd/bN9lFknMNFkZvYsHa3BSsrVZ5A+LBn5wS+QM9Movvhhvvkulr99fjzXXTiKNMePyMW7KH1mJV1NIptmt8sMzjVh37QVZfaJyN2lidjtUFREWDdRlBWiXMlgxWYXK5ZG6WjRKOyv4shOoCPFTe7oTgJrtiL5vGTHdhI72Yz5yw9pberg7N9NYtcmcZglGaTGJuZdnsKHH6vEmAO4fAHIy6Nr7S4+8A1EGnMRJ3m/oWj8yextsEJlBWg6BiKFa/K0UeRtQX3wfvC1IbW3Ql0D9qI+XJHfhdURy5q39xLxhVFTEhh1ejrn9VlH/Z9/IC4zDsXfCBENb9EIPD4FS0c3cbBYhAw5gCTiItG6JvZb0vR0GD0a8x5hmyMRMNtVZHQiqo1o/iAagzF404ajNlaRntiGuWofOE5h+zFX8eC9Mv4DtAhefFGYoWvOSiFelgUpikZR33+HDBCLfItFpNerqiA9Hc1ipXrSOXz0bgRZk5EaGzjjvARSMkxUV4vTtmeP6B094qSVmhqhqHggYQIRqHnhBVFDf7jenx5Eo2J/fD6xj5mZP68LbGk5WFfb7e6dCVVSImxtQoIgaP9svfahyMkRabbq6p+/lpDwy9WHjuIo/pfiP12lexRHAYhA3PnnixrkqqqDXzv11F9xztT06WJQbWys6EF68UXhhEAoZlRXi8Xd4QiLohw55bVhAzzySK8SR2srvPqqIEnXXSe216+faLA53FCtcFg4nn+03jsc7q05S04+cuNaV5cgKSUlwvkWFQnicgRnqqqQODSdNqV7ISaxv4dIksHiNNFp6s7ERSLonk6iGyrh2dfFSZo6VfzuHsLUA6dTlDhedlmvCmFpqTieY8bAW28Ru3ETQ2K+ZdismcgjhmHe/C5MvEZk9CZOFL83HEbq6ECqq8Nit4NVxjKiCFpqRDOypoljEQgIArtxIxx/vBgsPHYsxoIFaEOGo2U78dYHqfpwJ67VD/P4XQ9y/p05++XKQeza1Zf6SVz8MeMTU/nTn7Ko88diMicTrKrh4/ckpLUm5s0JEdF1/IbOx0scJJ55AwOPW4tl1TcoiX7SzzyWVeYZ3PlSHpJk4HSK7960CWbMyOLNTVn8+G0YTTMYPtqEa51MZSVcdRX06xNhmHsf5rdeQ8tIIlpdiuzzUzL3DipqLSRE6ilQu3DmF7CiOJN3vo7HuWcjpCSzpqKeASMn84cLHaR6vZCcTGDEBD4vH8KkB4ahLP+ESCSAkhyPJpvQH3maLWc+xF9et+Jp90JnB1LfvozOuoxLrx9A7It/wjDA1lRJYsx4Wlz5SJUVGJ1BJL9fnBuLiez+dqTNOwV5VRRxL7W0wNNPwwMPiHrJYcOgs5Nwai6Wl57FWlmCEY1imGRiYgyUYAA62tAdTgKuZCxqFNnrRTaryK3NSJqG4fcTHTqSqnPupNbVF2lYLRnmJjJ+/JiE6nYx5LSyguGL/sQDf3iOzW1OJk0xsXuPRGaWjtnvQ2/XUJorKMiI59QTLKQPrsAR8bDNPou7Ho1j507IT46Sbu3DmXNyOWXfl7jLSomOncDn38biGGHg8RisXBzmmP4V1C/YRFcXWGwqJpMIMugRjUB6H6w5BUgXX47qbUdKThbHZMMOIpnZvPMXBx99pKPIEoQ1KvbprFohc9MtqfQ59SScWzfhyoqlvD2W0Rl1tL1ZhyxDnzVvc+sdF7DgCys1rVYS0sykpEi47Dr2cHezY6dH3O+axlfrUpgyO5PLrjbzpzvb6JBkQAdVQcLg8muspH74COr1l6I//QxyOES0tQMlHCA9L5c/3HkvVTkGHo+G0+whK6cC44P5xOTqWGIcYC8i2tyO5HbRasSTm5lEuLFdZJl6suwmEzI6UmEfcU+npAjDc/bZyMuXY21owGQy0O0WopKJ9jMvZ8+0q/n8nS4CQYMxk8PoSdXEfvMkRnIO77/pxK/8PNOxfj0UT09k/JAhvc2xPTCbBSnpsUWtrRipGXTE5tLpFensEy9K4Id9Mi++2mvCFi0ScZ45c46QfCkvF2XYh0NZmXBugwcf/vX6evjgAzG7KRQS52zKFFGRcKA/OnDkg9Uq3vPUU71+xeUS996ll4oa5V9DYzsuTjS9Pv54r78EQQCvv/7XLT08iqP4L8ZR0nQU/zUYPlysqTZuFAtKu10kC8aO/fV6d+jXD373O+Hc/vSn3pkTKSnCMaxdK9ItV131jw+46uwUUj2HSheC8NwlJUJQIi1NOJ4//1kU3vfA6RTPH0CYwmFRFt/UJNYTWVkHSKXu3i2UjLZsEQuRQYOEYx006OCBtq2tgqR1l7YBwtnOm/d3vD44hxbQ94Q8an8op6sL4t3C71qtYJ89lc/2ZYuIaE0NydZOEuu2i8VAVRXRpFRq+s0kOCQGl9ZO+q7lSHW1YrtJSYI8nnOOOGZFRTR5rBQ3xdB51jTiTV04nDIbtpnY/YyHc87PZHhEQ05PF8x56dLeXqmsLEGOFEVcOPfcIxi3LIvzmJEhdnjrVkESx4wR2ZD8AoyvFiIFQyQcMwHnTScR+nIJ8r7lLHx0JJ9+n8IHyxLo9Jm48Xd+ipa/RHT7dtZPvI6q7R7AgxHvRh1QRMQXRjMs7Kixk98/hFG6jwHHJdKJm81Jx5N37WTyI9/xU+cw7n0pFa9ftHiZTdDaJtYzV14JLicEAmYUxeDHDRJDh0ocf7w4zRfGL6buqW8InDSPDXvsTLVaMU2aSNgbJvGFR9HaOlBUGSXbTd/kIZx77LV8FOmP2dsKhsGuDUG+GzueeVYxeLgtqYjOyljav11J61YvlvR40vKTYdHXtF73MF++40BWDUiIgfh4jECAtZWpxA85iwvPKIVlS0l2Bzj5qkze/NABNitSWxv4/EiqiuqwMOWEILy3W1zjsiwWqGazkLTavl3UQXZfi/FTOohU76P0gvvY3pxCQ5NM/PACZif6Wb2glo6kbEpLZRJy4kjJg6GFXlK3LIFIBN+xJ/PV0DtZ8GYCIb+OtC+Axebm7AuvYrb5TZR9LUJwYsxo+n7xZ1ImziL2+lk88qRC2T6DQLOCao4nPSeVa3/jIeuB3yCt+Ynqe1/giacasCbZ0HUbFptMpK6VD54Nk3jLNGanJtMw/Hg2vdPF8PgWsnIzqS6PIl05ici735ObpxCJQigIdruBeXAR5rHD0G+/A39FE3aHuAYYOxbLabOp9iXx0fyA4BQOS7cOt0HIr/PBhwr9rs8iQTUITZ/F9x9IDDtVw9B1rA4FZ30pyduf5uH7rqSrpgOr4Wfp3sGoO7zILkU01ukaNLdAOII3YtCeNYSBDSt58Bw7W32F7K5yk5wiMTKriYyPn8M6KB/pL88hS6A1tRL0RnEku+iSXfgff5XgFXci4SeleS3q/HUoZ52Kvb0N37frqe2wExo2DX3mqWiRTIwLLoJHn+zth+nO+CRnODD5PWL23YwZQr10+HB4/XX47DOUn34ibHLiOelcvumcxKpX2qjd0YluSOzdJLEkNZ0Hbr8fmymOnVujUNSdvYlGxXCytnaIRPhpcQLjL75IBFAO1DeH3uFuAIaB7opBt1jxh1WSs200BmL4/nthYjRNmFpJgvfeE/5o1KjDGE+PR1zrFovwLYf2AfX08x2Kri4h371hQ+9zoZAoCff5BDHpCYwlJwunuHSpIGDz5x8ciEtKEjv7t7+JJudfoyQQRIPQww8LQlZfL/ajsPBXluk7iqP478ZR0nQU/zWIiRH+s18/MZBUlg+YU/FrQVVFrd/77wsWouticW2z9ZKkb78VTrxHGvt/QmPjkXulQLDA0aPF/0ePFhmpHTtEKUdWliA7BwintLfDhx+KxEyPZkVMjFhgH5NVifzAA71y6SDIU3Ex3HffwUO5fvjhYMIEwvu/957I3hxuIHUwiNTWhuXqS8lyzyeyeTuyLBEwLGiTprK5aB47V5rA34nU0szZN5pI2r4CZJnamZewYM0oVr9ZQki2406IZ9bJfZmd8yPxPy0Uqw+TSXRUA7VlQR6/ppJtNQkUl5mIRgSJm32yQn6GzsPPm7hnqCJEmaqqxMLh22+FzrrfL47bySfD7t2ETE7qr3oEXVZJKl+Ha8v3wqk3NQkG/tvfYlx7LXpxKUb3OkZe9DW2NWswX3MdwRVLMW8t5rKues6//2rqzTk4S7bQvHAlyWcew/c/qYAgxVqbB93ppiKYTqIZSivg/LOi7HFn85fXdDraDcwWmRNOsJFySj8q9kWxSUF8Phtms0RNtcGYUTrffCPT0gyxMeJ0xidIJCQIsnT22XDFyfW03ruMiimX8NKdHUQCfvreO5y+/WWaLrkHKRBAlmTssSqtbRL+ih0MSP6A/IHXULNeESvzSJSyUBrh2EbMlUux/eUJTk9MwTSgiMb6eGR0wvn9qLxqBh9vyGOvqjJglkFafIhVHzfTVdFOtM3D8gYbs1+5grjjZxIwYHA/neOOl1i+3EWn4aI1EsUU9XP9hRpyWzXRhx9FXfujyNwOGiQyvF98IUpUExPBbqfx7GtwNLSx/qQHeOrPGuFgFEUy0H6spysui4uutPPVIgW/4sTfYCJ7QhInX2Fn09rrkKZcR1dyAW8/FkIqLdkvOhKqr+PNF3xk3Hce43ffIGbIOJ2wfTuxq75CmTmJk2abaGqWKNkikZCiMHJwEH9FE5HENGz5OawtTyLW5CU/tZGs/Ezqy3QUI4pkkvlsRQzjZswFScIwoHJdEzfcl01VdT51adkU3DGPnfd9tH+OEJpO6u+mYJn/V7SGZgwEmVJVkNeuRR49mp3Fsoh1GKCFNVSnEykUBF1jX7GO5nBjvvla3vk+E10z2N2UyMz+GSREGynfp9HnwgHYXngQd3UDckIciSc8jtUmIYXDvTN1WlvBbEapq8LqB7KzyX7nYdItDmYmpiCXdmEs3IvfE8V8xgzkDT8QiUoEOqNY0+JocGRTty0IejPMbOaBp92MnnECV03LJHnBB3Tc8yRLmIuk62xvSGL7e2YmjQ1RK09m8vV+9PkLiHr8EI0SP6aAmGvPgPffEGThs8/EPqalibJdtxtuvRVLTS1xjdWcEbOMGWeZqJydxKcLzezertHRYubTvYM4u08nRp9ksNmFsayrO0i91KgJwjufwLnnChvfLOZI4XaLY9KnD6gqekIidW025J9+ov/I00gbGM/Hy014/TIWi+AgigJuhwa+IMu+Uhg1TD24dM4wRPBt7FgRFEpNFSRpzRoRUFPVg/tlD0RlpfATB0KWMXLziHqDmOrrRcQFxI6cdFLvvbRjR+9nDpwRGI2KesJfizSBOEdHR8kcxf9hHCVNR/FfBVX9fzBXSpKEwzySAwsEjhwRPNL39cAwDv681Xrw6yAyH39nWu/KlT9XOe/shKefNki+NEI/rxdkmXDhQBpzRqNLCsn127B9842I/KmqYF4LFx55nxcvFuWJB5YbNjfDhx9SbB3KW1/GYDWdw4TjTsEVp5A1PJHVVdks+lxFliEzwcfc21TGhr+HoUPpzB7EXz4qYPvOCIQAi46nLcr8DxQ6LjmdY88dDR0eMvsV4Oo+TEu+tbLPk0yrVyYa6Y3Ifv2lxm23x0OtyhdfdJfmNzTA8uWirGviRBE1TkiARx9lz62v875vHFuf9KEZCn2G9uXsC+YycuvrqHv2CPJUUgIVlfujxbIEsq6hh4Io+4qxzz0JeUcptr4DsC18H9f04wh1VOBNceNyi1lJsgxYLEgmFcnnJTlZIz5RoX9/kM0qn34aRkchO0cnxhKgYXUtfyo2c8ntqbjWG+SIIDvhiMywETrPP6sjSyBJYqZTW6tE/wESgYDgeeeP66JhwETeeiNKJBgFi4XPV8dxZ+JudH8QDJAUGVlR0MIySOBf9iMz7j6DN5Z2ImXnkJJt5pSUtRj3PQzNNZBUhFFVh/Hhe2Te+nvCqdl8tsLBgmVQJRs0V3lY/TUkp0hcd7WDhW8G0GQTAX+AYETG/cNiortLSA88zWV33MGw6yezcasJJRpFCut890oxn9UE+N2tIxhhK4fTj8ebPxRzTSlp48aJiIjXiz7jOHYExpNjK+UvNzQQ9msYkkRUl5AaGrHLKitWpXHauVYSf9QYPEKhX3+ZF1+UaP4qzNDjktnSZKFZjiU220Du8mJqaYGERKT0DL4uszLy9nswy1HR6A80DpjKew9X0dJWi21kPzKd7YS9Kl/8cRe6bjDknpMZZO5iyAgTw5UNKLt3YGRl4z1jBu/+mM93qxU6W000X3khBS/dzEm/O4UKXzL33B5GdtiJSbAzaMC5zH3vWPjL8yh+L2mnjsNKF2FNxdInm2hVM1GPH0OSISkBysqwjjGwOhUimgq6jhSN7L/gZMCVCp+8k8KuneCIibChLo1511+A54En8YTNSCNG0LxgMR0dsdClkB/fiWqOwYiqQqkyLw9UkS4ZdoyTzC8fR/K1QmEh8pKlRMO7CGoyDBxIi9mMRbEguRPweTSs/V0ErW5q9+hIsgyqgiLpyE4b65d5KMzrz1nxiZTsjvLOsoMX06vWWJgwwULbxLMxj5hCbLiRJHcQa6gT2zt/FYGPUEgIwnz+uSB4I0YIm3TLLUj79iGhonVJxIwdRcHE47lwYgKvO4aztz2Zb7e6ueDaGPqPVsW4AV/XweMegHHDQrBqmyDO8+aJ6ERdnch2yrKY2XfjjURXfE/Thih60w9ceMc0NkZzaPGaiUYFOXa5DPIyItjqK6Czg2arC23+VpSJ44TDMgxBjp54QpCZnp6mfv2EMNCiRaJs4ki9P83NB01jDeX3Z3f/01i2xkldsUyBPZ6pp4qvUxQEgbr33t4p8LIsMkxu98E9t4dr1DyKw0LXRVtYKCQqHP8DLcVH8b8AR0nTUfyvRFeXqNTauVP8PXCgSJ4cqNj9d/H3Gledzl/wRYiIYmGhyPY0NQnL2zOiXpaF9fV6D6swVF0NHcWN+Ju6MKxWzDnp7N0r/ex9AJFAlB9XRelXUEDxwNP4aHkcmz8Ko0UNBozMY+5pUYZ0epAS4kVPkcdz5H1uaRHRzx7SZBjw5ZdUkc1DTztoawqgafDDCgVJVVAGpnDHgyp//rP4WOyucmKbSuDHHfDDD5Rd9BTbv++ElGRREtTYgOaKpVlJ4ZkXdeQr01j0npXCzXFcepmPpCwz331nQnO68YQ1kAL0poAU1u+28f+xd9ZxcpVn+/8eGZeddXfJbtyIk5CEBJIQ3AluRUqLQ1ugFCvuxd2dhCAJSQgRiLtn3X1nd3Z85pzfH89uNgaFvm1/ffvm+nzygZ3ZnTlz5pznua/7vu7rHjRWZc+uKO5qL0kDBlIh57O9LYWGdTJZ6VH6p8lEz7iFe++O0OmxQpwVzGZKmzX++oqDO66/luEb14k+q3fegfg45PomNLMFffgwwrHxqJ52pLlz0dIz0Z94GknyIg0dijxjOvrmtfQ7bRCmyl2ccsFZ9DuhgEBIQdOgfGeQuspO1KDCsZNtfPJemHxDDRgl8AWhU1Sluhr9NLerJGWa8DULVUsoBOGIjCZBbJxORweEoxIGWVwmLS0wYmiUSFij3ZxKZ3MQzCb8YQP15UFCDS1oFhuypKPLOgEdHE7o6tLBH8IsBWiwFpDsjDJzWDmmD1/H4O8CScLiUGn3qJjMRgzzPsX3xwf54M0QSpENayAgGGU0SnMDfLnQSEl+iC01Lhx5cdjWzkf/egEBj0a0y0vH8t0892U8HXGF6C2tyJ3tKAkpRAqsPDlP59abfs+Xj+1l26oa4gpTuO1aJyVbXgVFwd0eZcUmGS0/hu5AKxBG0kEH0EGuq8ET8VN0UzHlK+txGlO54jIzSSk2EksG4Uz1EGy30dalUOfLQA14RKXO0I2lrY6mnVZ8GZUY0+3imvL7aQ7H0rq7HWQZf2ULZVYHkqcL0JEl2FNvZ9i0KSQ+fQ+12z1IZiOBDdWEP17JeZecQVPhDMqqJFbXZRJ73Z+Jlifz/GMQkVUwy2SpEi+8bGDt+jQuOufPjLZvp/37ZVhbtxDduBelOAXL5HEEozJaaz2KwwJtbYwYHCazwEzlFg96r5wrIP571GQbBS1rGOh4n7pLjiU4OIZmWeOtFaOYdcMfcUpR6qo68DdqooEqAqZXX+XiS2/kzVciRHpfz2whc7CLC4/ajPmBbwV7P+kklMpKzBs3YnTEEDXrpBvDKEMH0fLpEsyOMIZwO/W1QSRvqGdN0wnqJjTVBMYICz/zMPmaqVT7Dx2Ao2mieHLcyFZSihX2lqazY4+fxLhkCo8+h4wPHhUkZ/x48YtxcZCbi/b0s9DRgdYdQDKZsFjNRDasw5qTg7Q3zOyTS7jngTpixjiRVCvnnCM8dAIVHQe8/9AxJor9q0VlJCZGSKgrKwWpmD0bysrQVAPMnEnVkFNQ1+2FQBC/00FJno2Ro2TWrtWxWCSykkPYm0qRfYKEDOwXRPl+CSxfKshLICB69oJBQVJrakSma9cuIaM791zRe/RTc0D2k0pH0rP4Nvk8Xro7iKaJ5NteHyxeD7//veCYgNjDDAZhNtTZeXg5eVHR4d/vCA5AQ4MwJPz+e8Hl4+LgxBOF8uXnfDuO4P8efjVpGj58+M8+v2HDhn/4YI7gCH4JOjqE1fWiRQc+Pn06nH/+QfbSP4VBgwQ5OtjlqPeFege2/hL02pLfdhv7bJZ6MW2akM/FxBwyc6l+ZyddHy8m8vFcpMZ2VJcdadpUho+ZTXtJMjt3HvQ+kkx5nYG608/h3jsMuFv6zBa2rPKzZ4+Vu4bYGRiPyDhmZIhN+3Do10/o4LdsETLBhASQZXYFsmltDBDw79+iFcXY5OGFF2w89ljPqWkxwl3PCtmc3U5Ngyqqd243DOgP/frR5jZSvTsIkkTYbAfJzd63VvHAtnz+cJ+NQLsNSbGjWBRwKKBp5OTCzBMUFFVC0qNMHBUkvGM3a8L5PPpoM/6u4D6ilzcxhf7DMulsr4KcDKG1r64BdCKywidfZ1PywBNYqneDx4Nud+A+5xS2ZRzPolUOvG4LI/M7GDOliczAXkxGDckfhrVr4KsvMU2ZgBSNUJt9Hst2pPLKa7JwpLeFmDFdY/zQbnatbCfdmExrnRliXfvm1qhGiaOnGDiqqIsU0xamXZPI459l80WbIOMbNgiV6J49wsAsHBHxjySBpEU4eZqXYGcQbFaQAkSiMpGwjrsljMeehs2p0NUFUSTCPo2MBAWDRUeNsVPmsVJbo2F02UlPDJJkCyBbXJCVgdlqxarIKFI6UlcbgaYuDINGotfV44hRUA12IlEN0FnzY5Rjb0xic7mf6aO9pH71KnpXN5JiQ8pMp6tgBHa9m06fB83pQNciBMwudu5ViQQ1NmwNsW1VNygy7fVBnn3Vwr2zR+Ba8y3+LXtpqxtJa6IRPTMLqbYGfH4xzgcdKSaGaHoGO7ZqOGJVvv4KAp4Qu9xmIvkJ5B7tQt6rUFsHqhzFphiorwnSZnNSlG0iLaMZa8QDI4/ZV1mW83IgxyQGKHe6kXx+AkmZkCdj6GxFTbMSnfsEtnAnSAoRyUA4BJou4Xv1Qy64Yyirm3JZ/m45qTcUseDzAP0GxdDSbaGzWyEYAotFY+MmmVuvDdN0xX3IVjMZlw6nfdAUvvdks3WPiZRMA0dPC1K0cy6mjkay47o49WideQELTa1GAp4wqsFARrrGjWdUk1izkeA388j+4jOUZ57CqOdyWtsq1KiNjUVnkWfcjiIb0IIR0DRCe6vI+ehR7r9xDnuqzbhjJfKkAEVZO0j+6MO+IX6vvAJTpyLNmIESjaKkphIpLMZdMIKY48djWLYYxR8k5DcimKyMeexQFm02iYu2qB+e9npC+QPIaqlDlhMOaOExmeC3M/agl7v5w++hpcovqkEWCzHDhnHjafcybPProurT0gKxsUTXbyIqG6DNLXzHgyGiRiMaMsp3i4g77XKCddtJTh5CQUmE+HixzN19N3z9vMT2lUYsNoVpUyKMdW4lfvtq0Xz0/PNCWWCxgK4T2bWX0AWXMVefTdkiMxazzo8b8jC31NL5lYrm8nDcmU62bFKIs0ex1exCjgQBsNhlJpR0wBcN4oPu2CHW/N4+VYtFyP78fkE03W6x3/ycyU9Wlqicm81UTzqf1/+i9J1LkwksVsJh8ZUVFe3nu5CWJvpZDzfiZdCgw4/FOIID0NkpjA03bep7rL1dtAN7vWJr/6XtzUfw349fRJpuueUWLrvsMoqKiti6dStWq5XLLrsMZ6929giO4N+Idet6CFM4LNKZBgPIMgsXipaeY4/9BS+Smws33yzmxvQO5lNVUZWYPftQSd3fw6BBcOWVQva2Y4cgUlOmiIzujz+KjfOoowRRA/zdEQLvfYb3hU/2vUTU3U34g7nYyxs57orfsXPnQZUpRSFnWCyrd4Vwt3g4GAFrHPO+NtJvIBhsNtEY9te/HkjiQGzCw4YJG6je3qjubujoIOeaJzBYnHi6DhwAHPH42LBBFKji4xGBTm8lKxTCbut5j2gUOjoI5/WjoTQMFhl0HaPmF+QM6NpYRlPLUAqtDWxuzyAx0YLHo1BQpHDssfDEkxAfpxFq85GYoLN1TC5DBukEnIkQaodQECQZm0PiyyUWtKwc5F07RQnHYoFIGCSJ0tVttJ8M6QUF6McfT9vact4MncuSpwNIUgT0LvasDDO/ZCB/vDKVEvVJpN5ztXIlHHssncZEHv2gmI8+D5CcaUaL02ivj/DFPDjv/Fhu/X0DjrqtWAIF+O0JUFiAob2Jqy/oJunLFwl8UYY5y0B8hsxNWYM584Eree6LTPJyohQWaNx+YxC7QQGThMMpE2+LctyZOmM836LWtxM/YBamuEZ89UFAw9sVZVd3OuOHxFG7zY3HA4GgQkUlFBbK+Gccz9Ob05HVAMmpCoXFKo5EM0giypIQSYWQKRalyYemGJDaWsHjwdrZSX7eUCqrZYLeKNEIyKrM9JPMnMBnaC2tSAMHUTP1StZWJrJ+RSHqEImThsls+baRiq11+HAS8UTAZiNKT7XVZIZIhKodYWrmDMJV8SLGuJ30HxjBaDMQ6AphiE9GzTAI+2tFQdd1VKuZAfGN2NvWs7F1FEUpDtqDUSwGI6vWqUyYBEu/FzOXdFlBUhSCAY2OgJlZM3SMbqcIlMvKYNEi0qbJZCSfQK3XQVdSIXXNKp27ZGS/i7g4F0Vj/HTftwrJaianKIc9VRI6kpghp0oUBLbREBfPtuoQVbUK7e1gi9ewJimEwxD0RWgu8+GwqzTsdDMkyYzu9VEx9FQeur6R7mYfmh5CNcos+MLKJZedysyBuzDX7OUc42byThzH4vWxeLyQnxXhhMHVFDx9J+HiXIKTj8eQkYxx52YMH7yKvzmAfMJUVlV4aLPoHDM4H9/aniyLDqGaRhKefZAThiWhqNnCOCYSgQsvFFmPefPEOrB+/T5TmF1DzuTdL2PY+pyRc6ZczLFjJZyfvIbDbscXMGCeOp7yQSfx/eNdYq30+8mY3h/H7rkE9rrJzRlMWXnfujl1eAexZet5ZlExLXt6eokUBXw+OjeU84SWwYM3XkHK3+4Us8MSkwg1d6D0sgVdXLCSDCEf2DxdGJ0m1MZuXAkyZ5zeV6Dp3x+KzmygM3kzhogf5641glkcd5yYjD5ypJgVV1dHeP1mKuuMdP75I5w3HsXq1Tlcf5mHuXftxWbWRL+Zu5OqJQ6uviCNH9fIRJqCIEF2iZlLzvJT+MMbfYvjli2CJO0PWT5QrXCwm+jBSEoSTasff0xVvYGgTxMKBZ9XfF89Far2diFkOMCsbto08fc//CAMjtraRILuxBN/WoL+/xEej+CTDsdPm77+O1FRcSBh2h/z54vK3r+8ZeAI/tfgF5Gm7OxsJk+eTE1NDdu2bePmm2/mrbfe4q677uI3v/kNyj9l8ugRHMHfh9cLX34egoY2kZ3UomCziw3G4eDrryXGjfv7s/gAoZ//619FtSQYFNWW7OwD7bg7OsTzvTX77OzDD+kIBMTmbDaLSlU4LAKS3uxjW5s4+B7SFCytof3t+Ye8jCxD6IfVJJxbSVLSIJqbxeEUFfWM4zjewQt3dgKC7BjNEsdMMzC8sBuDWkbU1YG3JQdXmk18vquuEsYPbrd4g5QUobH//PMDzSQUBbq6ML/yDLNn3c4brx54XLrZQijU06oVDgtXwOxssfO1tJBvqMYan4cvqILPD4EgQbdwASvpp9O+e7+J8ZrOqkUeTj0lyvanOomJsRAXJ9zkHngAQMdijIIR4sxe1m+y4gnI5CU3U9ZtgswMMFsIO40YHTL+Li+4O/tOoKqAJGM26qirV8CITEJjJ7LXdTwLr+8kohlBkbBoPnSDkc6glfc/9fDHURMwL/qyr+Qjy1TEDWfNdplwJIQcChDrriIp3ook6eya50GdYCS9vZxJg+P45vMGcDqZdk4MSQv+RmBXJZJBxeWSkCUdw47N2Fqf55rf3sRdVzSxMhTm+uty2LYxwI5dEoU5YU4cWs1RCRUk+qrhh+Wk5Q/k9NsG89IjbtQuN7pqpNqZgfnYWxhqfwHr1mp0TUcyGekYPZVNibM4epLMhRdZ2L5bxpiTimS3HdDbIElgsqqQlIApOQYpHKJocgqJKSqa1s6uJBMVdSZSsgwcU9xIjqMV7x++oswyiKbj7+CJJyWCnUGCWUF2lqrMnWfkmuvS8HcFaWlX0SUds+bHEmMSgaMii4pZVMMX6Aa/H2P/fIYMhkVzO8kdn0rZZi+R9nbQNXRXLNZkB5MK6rC88jzqyEFMmWWmfHsnu3Z7SBuSyvKlkJwsc+218M47MponCuEwTpfM2eeo5MZ1wPhZYi5OWRkEAsR++goXXzyCOz5LYVepQme3jMEoocgWjp0WIFjdhJyTiVZeiSPUTn5BOoGQRCQCVotERA6zfGcCXbkJRK0GIolOjHYFCRHTKp2dpGVZkFQVJT4O37W3kJIq8dGXUTyuDORAPWp3N1I0ghaK8tqnLgrvGkbG+mXEfvgiMy8NMfn8EjRdwhZsJfzxF0T3lBJOT6UxHEPmyBSk918lISaOruaevjwiLPnMQ8ntl5LM6wTWb0foHHX8OSXoV56JdsVlyEFRJeHll8Vg7bvvFuvdjh3g87H7uN/y58dc+y6TtxYmk3zuHPpb7MSU5LNnp53PFutse6gdXVFBNSBFQpw+pYPYBd8iOzOIdUYAYW/tdMKE4hY8zSXU7OhCBkHazBZRbfJ5aW+FinA6KYWFsHo1gU4/oSGDMO7aiWoyogeDSIqMFpWQZJ1odh5aZxfW4WO5dqrKoKE9BK0neaMW5BL/xqtivS4qEtK/O+4QPUzJyaIncsIEpMICEqtXYzQ5IVxDRkYOSaUrOPnMDL74KIBNFcmFPes8BLqreOy+eLo3+lAUSO9Yg2vp8gPdT53On2+AMZv/vvxh5UphG+7zEY4JgbtbrM8F+fuMHTRNrL+traJFMysLTFJI/PDDD+Jz5+bCxReL3s+D5zv9f0ZHhzCn/fJLUd3JzBR8fejQn1Yt/jvwcx5Ofr/Yuo+QpiPoxS+6q6655hquv/56mpub6devH/PmzeO7777jpptu4plnnuGhhx5i9uzZ/+pjPYIjINjeTffOJqhp63sw1CFW4YICurpcBIO/kDSBaJ5NPFSPD4iA4tln+wZHKQqMGyeytQdvkhaL0ImsXXv4VTg5eR9hAlDaW9C8wcO+rdEIlpZqnM5BJCYKBcaSJeLtPR4DQ2ZnI8fHUbWumWvO9xD/+UsE5laCLGMxS1j3DIFrrxC70owZYldqahKEIj1dfJ6DtX8WCzgcOLsbKU5qA1x9zykKIbOTiaN73PwkSRALk0n0CyQkkLV3CdfcMoSnntAIRmQkSUdRhWLt3DPDLHr8wAbteHuIwQ3fcvvVx/H+hhTi48WmGhsr2qJMIT9pCW6Mbc14XAV8tzjKjdfGU7apWlTOiksor5E5Zgp883JIECWtx+VB00HSOGayRNLSD2HI7wg0upm/tQR/sge5oxVJ19EzkyESIVpeyaYqjcbrZ5GzfJEIPBISID+fhlobmlEHhwmzzYep2QN1zUiyRCQuls72MMqtN3PKTQ9TO2w42zZ7GWprJrBuOxI62Vlg8wdAsWK1mLGVbyWpcS23n+6nNWMY7Rs2cv5RKinj20hc8xXWpXtEEHT66ZCcTOq7jzHp948Q83gmNdVpdHshIw9WbhpIxfB7iC+pxaQFaNVjeWtxOts/MnDKyRo5GVFGjzHS5czEePo5GN985dCK42mnYW5r4KzbJzNvkZWv53uxWGDyVIlRo72UWHaT9fwDNF9zFx5nP8Jjh/DCq0bamgKoqgFLdytJKWk0dao8/0yI669NYcenOpGoxOxTZHZsDBDIKabTp9LRpWC26ESKg3Re9DtMg/qx8et6ZkyUqfJa+dZs58dVDhSjTE5KkJnj2jkqtJ6OwrP58jszO3xWmltsTJ2iM3i0zJoNsHqpn7YWAzf9TkeJgqzYkKMhmqq9qMe6hL15ayu43egVFYQNFoq3fcTlV47km0VBtldaSUiQGDFCoa7SyOZSOxkp+dgNBrolC55umQ63OG0eAwTjBvLDOjN+n0Z7u06cS6OpLkSMXQy8DgeidHVJOOIkkjKNfL0gl/rVNoYMkThzkJvlXybT0pqKrmnoZiue6lbWro5iiOrk3vJbpJdfQmpoQ/V5kPxeTNOOJXLtRURtTjJaO7Ft+RFZlXEG24lLiKNr3SaOuU7n5Xk6z/y1m6NPvpKxJ3RijPgIGWzUmu2kzPsEy823I3+3UPRcOp2it2b8eJEo6t8fLSuH79+1MnSoeDoYFMtBcySO+DWVJLndFE+YSm2bgfJtPlAkErIsnHBxDCMb5oHfj2NSIWdNNWC0wqD4OnI7N1HwzdesH3ABckqyeNHGRjE7y2IVDEBR8PgUKCggmpmF1tFF0JWCpKuoqWlIlZXoRhNRbwRFkpAvuYjERDtJDi+KqRp2eQUh+vprsTiOHy8cNj/9VFS8X35ZODf2zrSLRmHBAuQ77kT6bg2u9kokh5/E2AjSosVMdiUx4LbJrNluo7BYZmx+KwlSHbb2SmhaI0wXDoYkCQVBUpJYCxsaDv2dKVPE3vBTaGgQs+3CYTAYyEwJIdssYj5ebR04Y/BjoaZGfITSUqE2nHVchDlJ32J+48U+a/OKCkGgDmh++v8Prxfefls4qPeio0MY/117rSiW/f/C32tf/v9J6I7gPw+/iDTde++9ZGdnk7JfTXjy5MmsX7+eN998k6uvvprHH3+cRx99lGHDhv3LDvYI/svR0SGywps29c3fyc8/wEDB0VZJXrJO0/aD/rbH+ib/eDsOxz8hw1ZfDw89JNJMvYhGYflykTm8+uoDM3kdHWLzlCQReXg8gkD1ZnhPPPGA1dloN2EyC/vhgyFLkJBt5doTRQ/x22+LIMZsFkqQJUtkZs6MYfRRUeLeepzAnpp9ouuEOB3jjk0iYLj1VsEeD7aJ3bHj8J85IwNrl5+cjMi+2SSSyQDZOcSkWhk+vOdtVFXscr0uHAYDUqebCZufJe3G09kcKqZBkzjlVBPhFjdL/7Ybf3ePVEuRkVWF8ZNNqMuqGaUuoOTuIjo7hVfDoEEgR8KwsxyCYq6KyaDh80nIak9FWxJOcaGQ2Iynnmjlu3LzAXNYCgaZmZ6xA+njGkhJwbltAz7fOMpqTdicWUiSTpxswNq8G4PZgiZr6LFxIkNts4nmuEGDsLvBZJaQZAmLSRNDOU0qhMNIMQ4sbduQsjJIe+8xbpl0MuVTppLm6EJODWF3GbDU7UGu6ACXCyUlhVSrjUhHLXHffU/JUetQFn6KcW4nih4W/TwWi6hofvUV/OY31DhLWFcex9cLg+zaHEBRFRbazYw7xsSGijjefDMOkwmCAZ3r5rRxx5SNFFUvIvJuAE/xKLbsHkcodjrjr0zG+f08DC0NQl85ezbExVG50st7r4eobDXSEbTQ1urnow8lJk91cNLsAK1nXs2zc9M57YwLCfh0al8NIAGRsI7W1U1qejdGp5naShlvxER+ejfnXuwiUNfGtwuh1J+Gr000yE06RuazTzRWJ5zKpd+8wOz0YnY1DWWAtoq84RYunpaBJcGKy9+Ia96b/Jg/hwfvhZDfhxxbS8SVySsvw8ndGjNnybywK0LIp7Dw8R3IbWLgpiTBOZfZcC34RlQg/H5oaSFqtODrBnfqQN67t4yYJBOjhhXS0G7kmwUSlZUmFhjzGHHlRcjPPUNjvc6wYaKAKUugDB/MFzvz8XujmDQ/KfYw08fqPP2cghoIY3WEaOiwYJO83Hyzk1tvhdZKjahZ59NPdAb2t3P+GSpr391La8RFd00jeiiMP6DinDwQ97NPQ8CKKV5FSkxAVUFfvwFDcjKmwhxIcsLObrBaMTZVkBUD3QYNV2ojhaNiKd/gZtnXPr77KIwUl0RqhswfTttNePVGOtbsIXHOdMxzzkeORkRVPD5+3+C3LrdYJt56S/TY9WLyRCP33Hgtlvt/R8KSjzlr4rEc9cZVbK+NIdjmISlLIdhhwGwyIU+eRHEx3Hx2Ndo99yPV12EIeIhLr0CucKDFxkNqCjQ0QiS4z8M7IcNM/VOLMJ19Nfa63bi/XU3Cb64lsmIRqt1OsKoRkhwYrr8WY7wd9ZWXReYmEBDJn+OOE5mWzZuF/HfRIjEP7OWXxWJSWyvk173GPI2NSK+9iu3WG+j+7W1Y4i34d6loyamEv/6e+NXruP2e05E/+Qj5lTXsy8Dde69wHuqtzvt8IlF31lniPSwWIfd+6SXRRxoVRJpjj4Uzzvj5qk9trdg/epBTtoTps0/jm88DEI2i+fxUNlvweMTc9e3bxSlI02qo+ctr5KVpB85cD4fF5y8s/I+xB6+sFHvZwdA0sb8NGvRvmo/b0SEOpqlJ7NM5OeTnp2E2H15BmZV1ZAzVERyIXxRdulwuVq5cCcANN9xwyPMzZ87k3XffZdSoUYQPN+DzCI7g76GlBZ57ThCNXnz6qZC6XXDBPgsbw/LvmHXMUaxdoRAJHZg5N0R8zJwSQFXt/CLoutgUe7X2+2PPngMJ0/5YtkzMyeidm7Fzp7CaraoSovPGRlHdueYaQb5ycw+ZhGjKzyBzVCqlyxt6LMP64Ei2YCnJpQOx0RwsS3c6hUPv3+4KEdxTs+9xqw3ie2dabdokjmf/uU29iI8X7Kc3OxkbS81Rp7A3kElrq0Rych4Pf6WydXOU+jYzcSlmurtFVvDMM3teY8gQYVneO1vE50Ne/j0F27dScO21sGoVDZPP5cm12Xi6EdGs0YgqRbjotzYKa5eI83vaaTgc4NC7GJwvs+IbhK13XBz9UtwMLQkSMTWytCiTgKdHO5SYKIgTgkheeLrGxDQrPywzEvDpjBzkp7hzBQnPP0v01NNQ2tuRNm5g+okBPvlApbM9ApJEd0QlNy0PvamGwQOjJHTsEYHGrFmC5CK+upQUcahSNIKcGI9eXgGyQnYOZDavE9+x10ts4/OM0J+DP/wBqtaCfYD4Q10X/42LQ6qvx5AUR974VKirRPK1ckj3XGwslJai5+VRKY/i7fs8tG+uwyjrBEMSitPI8q4sRk6LZcgQib174epz2plZ9TfSV66ltF60famLyjEnLMB71R1ct3UM1142hBH9vBhdVrBa8dW08sE3zVBbS7bZTEpaHJrZiqqFaN7VzfbzxjL3sw52bw3SXBbDOTdnoqS3QmcXqAqhtBQsUgBz+R4KkhLIL4jhwuJtuDYvoyXsZMJ101hc6aSzOUh8XgxGVWPpU3vY7XYz9o9TGTvvj6RanTTOvJjYohQMMVHa3d3ExkIoNpGPvzQTCvqRDCoYjTjw0L/EyvYtUc6/SGXvqiAd9W60HsIEkJRl5uiMCti8S0Q8wSC6w0FYjoLXg2JUQJHZuSlEZ1OU0jph2pGWJr6m9+snctV9VuI/+4i6jbWkD7ARPHoqi9XjePvFWAaVBDj1+AirP6yhqz3MlRekY3BaaW7UKParHDMB/nKXl7ZqkIxGZC2Cpqm4PQovvSJxwZxCFnzqQw+5ARhxUiburdUktjQjV1UQDgYJ6zqqQcaWHgt1tXDdtaJSvXmzuPktFoxNTcQFGoh7/S5uv+M+1ix3sGi5CV2zMG6CxLhxOq4H32BXpZGsq6cR+XIh3St/xGqOoqaniHLFpZdCRgZer4ix9ydMJpNOw9ZW/vZAJ3/MK0Y1q3xtOIm3ztpLJDkN4uLhhSZGjJvOVbedQnJxBug66sKvoaVOqPRkK9l7FjJ22gWs/KZVSM0URZxop5N+gw34/DptcUX47/+A/FMHYr3zZlas14kOHUnyhG6SEjQkixWHLYp6z80YIl4R+BoMghR/9JFIYHV3izUtEBDkprFRkBqvV1TE/f6+PtXmZuTqCuy3XIVn8waMxgl4xxyLvGA5adMHorz9OtL+hlYJCULOfMIJ4v9XrxavPWKECL5ff12QpBtuEJWunTsFoTMaxe/vL+U7HA6KmSw7N3Du2BQyrxnL/K8kWo06GRni7Ts6hNeQLEOyv5KOxiA+12GMWTs6xLr0H0Kadu8+tNDdi94t819Omqqq4KmnDrzQY2PJvulWrrxyAM8+2zcXEcStduWVv9BY6gj+z+AXkaZrr7123/9v3LjxsL8z8rDjsY/gCH4hVqw4kDD1YuFCkYY65hjxsywzYONb3HTzJbzxrkpDhajkpOaauPC8CANS2oG/Q5oiEVFtWbRIZJ1SU0XGcsCAvn6mHtOCwyIY7Ms4trTAww+LElBDg8g4pqQIe7QHHxQSiXXrxOOjRvVlHOPjibn1NxR6HqJ+jxefT8QT8akqyXdfiblfFrXLDx1iD317cSAokxor1GhxcWLjNPe2Y2ma2NgPh5wcGDNGyDhcLtaNvZbHn1Lpao9ArAv/GifBiMLll0PNDli/VWwcN9/cYwIB4gCuuUZIoL75RkjK5swRj8+bB8Egqa8/wC2nXkrZ8f3Zs6oduxKguEgnz7AdwwP3QkwM+pdf4e+OEnjtXXKHHIe9IRMsJn5zeYTY7z4j8uE6kOC4c4/BM3Iym1bF0WFzEhMjuM20aRCbkMDItjIGb/2AUKiN6Ee7IBTGN2YqtSfehpKSSMn27Yys/4JZ02exarOVDq8RKRzGH1Fx9s/l9JujNPpmUDVhDsaCTNKNCjaEqub668VXGawICFf0xETijF6uviRI7D3zkDweUZ3SNBGklZeLcxwKCbLf20/m8YhAa/Nm5MwMISk8GC6XuAb796crPotQs0x+YjcBu0R3ly56ZyIhomXl7IwtZvJkO83NMDNnB6Yv1+Ixgt/X44cRgWhjByk/fIoncgM/brQQn26hKK3n0o3Gs6MpAnQjBQKYOyvQ/X50HUL9BrJwhYU2WaXcG6XdLTGg0kat0YkcF0aXZDSvQr6tgXAwitOkUdi2CvOfLiAoSWT85hwy2hYyvGYn/qgRT/cganIn0joQUgYVUJPgIHXOH8l47xFil82jPHweu5T+yNEIo0da8Q2fTsM7ASx5qXTosTS3SEQ9OnYHJKdLbJ9fxn3n1PJ9RTbLP7aBDuPGaExI2Uvy56+BSRMy2m+/BY8Hg2RALUojun0N48eP45NFsTS2C91NOCwK3P376wwYbmJew1GEioqJKe6mK2Ri0uxU5E1wxx+jtGxsYunLLfi9GhgNzP0ozJCJOhfMgceeCFOxO0zVXk0EiJqObDFjtqkEI+CP2AhbZbyShDUtjqNPcFDT6WBcSxnRvWVEohqyrIKkE9Ekgq1dWGx1olLy9NNC3ltSIu7dri6Rxdi+neT3n+KYy69nwuQIUkUZRrNCbaSIKmMh8ZPs2BfPI7pWJDf8BiPW2HiUZcuItLqpPu33bGpOpb3dQCQioSiCWyQ5A+iVdWyoilA9cwbKUIXX7lLQLE7k7h5zgtw81neY+Wa7iQtHIiLfnuQqAIqCpamKi8ZuxWAczMq1bsJOJ4oqMeyENE692Mk91zZywamXkmt7F//2LcR+9iqJ46/igxc7KdstYZI1jjvbyHmx8zG31YvXNZuF7LIXX34pFoLvvhN9lhs2iLX2nXcEuzAaxeIaCIh7dOBApKpKov2HYPhmCSdddSbzfyzhvIf/QKxSD3/oMXmQJLHgxceLv/34Y7jjDvyZhVSUDOT7ZTKebpmhQ6cw0FpG2pYt8MEH4v7fH0lJorfqpxpjkpPFPd+rSgBif/yKE2N/ZMLJE2iZmM6Hi8U20ttzJsuIG1w/hHP14T8ogf332t7/5e50fj+89tqBhAmgowPloQc45sFHSL8/hXXrxDber5/ICx7pZTqCg/GrdUzffffdv+I4juD/MtxuWLDgp5//5hvRS2Q0wujRqN98w3jPYxSfcgyN9kKQILVrE3HtDZB8899/v2XLRBDSm1aqqBCDCS+9FGbOFMTm5xp7VbVPaldVJfQSNTVik7XZRKYxGhUZyTPOEFWfhx8W8zyGDNn3MsrI4cQ+ex+OtRuJ7NqLlJaG8ehRSIWFfbuI3y+CbW83GE0iCLdZMRhkjDYDhYU/cYySdNi5UICQm1xyCdjt1MqZPPGMSpdbExWctFQsJgUpIJSIZ58tTntBwWGSlomJQq+flCQClLKyA6fayzJx898i7q67GJxroMYdR11FiLZOMxnXPkRG/Ro6Rk6j6vz7iGgKyrr3uOaSa1BtYQz3/YVAIIIiaSTFR4hf+B5Je1bwzNMPE1A7sNdsx7JzI9KHFhg2DE/2QNaNvhFX615Mg9sJp2SwyVPAvHcSiTV4eOC0WSS17eKOSxtZuCaGRd8p+A0OcvMVho4x88AzsG7jCFRVFBDPP180KQeDYDFFuOF30LHRR9OGZrIHx1BcYCfTXCuyyGaz+G9vI9377wsDgs8/F8FWL2nq1w/OOUfooE47Teg+bPuZNBgMEBuLJinsuOpJ5i9MY/2aKKqcwnHXpeIub2fRO82EI2AyaoQa2sjNtVNcDI513xEbJ7i+qoJ9cC5JE4owqhq60cTlKU28tSTjgDYHSZZQkhLRZCM0NoAkISky4ewiqpos5LUGycnQ+a4rQlfQxscfy5x8MjzzjCAbJSUQMsdjy9cY37+V1B8/RQLMp81AaW0i8P4nKFMmYRk9GL1bZ0BsPU1zxnLH7VFCmoEh5hRGz3iVkmFmXrphJ1pmFDxePrDo/OFveURjPdT7YmltjNBbjnWHZDq9Kp3TU8k0b+Lcbc9zwvBUIpqCecUyaG0l1K8Y61mzxNCV8ePh9TcgqiN5ujD6NKbd5Ob7xiK8i3SxA+qgqjojR0J8vM47b8rY7TGMHOFk6/YIOZUaq1bJtNWFYHsrRDU0q512Szq1dZDaJLFxTYgNW+0MHGUBS3CftFSPRDAYFWJjVRqaVMJhnQR7gOPGdXHcqGZeeDeOqROdRHSNaI9Tn44YqBoJg97Zheb1E8nKx+BuRX78cQKagWBsMkpJP9Qrr8Mc9WGIddD00tv4NpfjmXMVd94d5NwLLub0CU1I172H4rCiu2LxmV1ofhVLkp2KcAaeVo2y7UEiPg2DasTrk4UUmCB6OIKiQsDi4ocfJTzeADqC6xsDEdTUOEDkno47DlI07dAsj8VCytr5XJe9i5PvPo2u9GJspghZOTrr6u34UwqojHZQcs4p2N2DMQTdjMqsp2TKOtpmZWIM+0gNfIu6YbMgFl1dBxr1gKioxMWJapOui2TRSScJ3Vc4LO7Nnko3VivSpEnon3+OkplLaNAQXG2lFJSM56kfjuLKAcuxG4pIzItit0SRzGaxlns8IElEG5r4vHIY777cVz1avhDSCvpz+81hct5999DBPh0dgsjFxIj7/eAmmawsUUb65JND/i7OEabFZmfNmgOfikTA48oU4wMUjUPQm7w7COGwKII1N4vlJiPj0F9rbhavHx9/6Kn+R9Gv34Hihv2RnLxPKfqvQ3W1GDp8OHR2ou7ZScnklMMKM47gCPbHf5a9yhH830Qw+POTyz0esRkbjUI+dfTRsHw58Svm0Vv4wGqFP/7x7ztA1NfDq68eWIcHsZq/+aZoHM7LE6u8w3Ggw1wvRo3qEzq3tPQ1/1osQmvQq5/X9b6/j0SEf2lJyYGbZn4+an7+YW/EDLsbY1Uloa79ApH6esjJwZYdT1quUew4TU2H/nFJyc8P8E1OhquuonxRiM7EKKQoYDEfIHvrlUwMGPDTLwOIDWnbtsM/F4kQ8gR4fW4c37zfSSSsA0ZsMXlc+/BkUj58ioi7G+wOou5uYr//jKxshUhMO1KKCWOsDYvZiCRZIRrBuWYxzp07+yyUQez+dz/KvFUzqW6fitkM3o09X0MwQNPOUiqPtpD4zZek8yUXp6Vx/IyxuM3JtPSbwJwrDfuSvJGIUNK99BIU5kdYPNfHDx/VUpCv89ej56Os/gjjt22Y421Ccjlnjuh36I0GJAkiETRXHDVX3k+nLRWLr52McDkWl1kQJqNRXGebNom+s5deEuQ4ORmKilh33B08+IBOqK2aYEsnfq/Gp6scTDg7jRkX63z9egvBILg0L2NGa2RmQsLbIcxWDbNZIvmMicTbfKh129ADQcLbdzN8VDnmaVdhMuXs+2oSEmDIcIV16+KEFiUShkCArnaZzuYQJQPNWO0y1iQr3V6JrVvFbXHzzSK5r2ngSDBxwhkuprkXYvpgK3pxCfLw4USefgzDdVcjffkFfDUfyRRHW1wBueN2cumF5/D+ZwrB5hAfL44leZvEUSems2aXBYJB/I5Yli8OkjUxmw3v+ERTkc4+Ga0eCJGYbqYpdTCJk9tx3nknkslINC4R+mWjjB0k0vIbNsDs2UgP3I+8Zi16VEfLH4IzxcbYcRJFgxTWrNZQTRJnny1i61df1igr1YW/wFdw3hwDmalhpk0z8f7bBnGP+3x02tOo6KkojT5KZ828RiZPKSQQVpDtFiIIq310DaMBYhwaFovE1LFeTowsp3DLJ7RuGUtc0kzC8UkoMXb0Ti+aDrIuvLZ1TUc7ZgreoIpU3UJ4/jx8cenU1UYJ14Rhz14cuz/E+sffkbF9HXnVyygP2aj3y+g6fPRelKPSIljNOchmE5Kk4FAjtJ5xJd9X5LBosQ5ldo49y4KqRIl3hIlPMBIMShiMYLSJU25UNapqjUQjgriGohIRnwRdfe2bwSCQEi/WnXXrDlwDDAYM9VXkx7TCccn7EkLGVhg3uJuJ1e/Q9vQC2hAVicwSK7GzxuNc8Tny3j1CaVBcLJIPfr8gRy5X356RkSFu2l7pX0GBSLQ99JC4N3ftEhdrZqZIWrz2GtLAgah5WRhkK/MXx7KkMohksdA1KI5Ap4F2j4F+hRqOjh6P754FQmtuJd9hIz4llrbGvkpOfZPCx59F+X1hMWrzfmYQ/fuLqtw774gKfG6uKJEPGtTHSAwGOPVUkYSaO1fsKb12osccQ2zETGKieHh/LC7NZs4Z07Hs/ubQdffUUw9pxunsFIr3L7/sK2rFxQkJ2tixYmtZuFDkGoJBca+fckpPn+n/sBKUkyNe62BeaDDARReJtehfCp/v8IytFwef3CM4gp/AryZNp5566s8+/+mnn/7DB3ME/0cRGysMH/avUuyP/v37KjsxMXDZZULm9M03YuMcNEhUPPr1+/vvVVf307K1YFAQgLw8kf278UZ48skDmnQZMECUIXo3PIejbwcyGg98bUk6sAG4tFRkSn/JDuHxkPXd65x55hTefnm/x3UdqbqK8663kdnPJnT0jz8uGE4vCgqE1fh+bn2HhariDqnwEwUp+Gk5vs8nlI0VFaB2jyH/BCPZ277EUFl64C9KEs1+B/M/DUG4T9Tu7YZV3wc4u7EKyWDAMGMKXf1GYcuxEX3jAUxqBFPAg2IwgSxsjNE0EVQkJh5IesNhwk89x8nn5/HIdyMIhfbb4X1+CIXp8qp9qc76emy7PsHbDKHL0wgG+6p/druIy5xOqN7uYcWrpUTDOuV+marjBpBr/gqtpAj9qAFClpeRAXfeKbKYra2QmUnb7Iv47IdkFn4dwe9pQfZ5GDprEBef5ScnGhUlu379YOhQIh4f6vHH7/v+Ov0G3nwkRGh7FUQjKIoJIhLRdjfLXvDw57fzWf1pPcGgxPhpdgb0izK0YznahDS0bfOJTJpE8shUlB+Ww/pVAFiOnoCWkU3hwqdxTb6dpqYESktFkXTUKFFkjURUzNEgelMzLYEcxs5Q2bk3yo/LIlz1G40fV8ts26mzdq3E4MGiaNrQIG7bsXG1lJ7yGY0eF9acJAq3bUM6/XSkN15Dr6hEMpvR4xNoKvehlX3GlN/Y2TPoFKrWJ9DcIlNZEWXm6XnENrYwc4ZOcUYV6XlGVvlSWPytGY9HEveSDqAz4yQTlZtbKHM3072rhcyn/oZxy1rkyhoCEQPGiccQvfEm1KR4lO3bYft2JJOJqC9E/ftLCbTY2VGTibtbYXCBidFTbfhDCmtWgzcgc/wsmfh4nddf0fj6a7jyrC6mjbNQVmZnrSeFaHM7jU0yihLloktlKlY1ULUnxKRpEmFZ5tjp8OUXZoxKhIykEPGWTtQOL5NPtDM4shP/7iUEho4l2apxnu9jjM0uTM88RPD+RwhuLxc+JwYF4/GTiGbnYpbDhL75En9cGhV7xQBbiSgYDXg2luLdVId3yAj6tzRQmJ9HIDGE3W5CliGoWIl2aGTnhTC11dF02m389cV46svb0E0mggbYsjaEYjFBSKOlOUJ8soot3ozUbKD/EAXz2iX0z53Apu8iwotbUQkpFpprhW9KZmaPK7bJJCLjrVsPkJoBYs0bPfqA6DszE6bllxN4uU9lEI1C5TYfLS0/0O+KY5Hv+JO4171eEdFbrWLRycnpk7SdcIJQKiQmChaQmiqqTJMmiYrTySeL66e6WvQfaZrYP6JR9kYy+G6+H2mgeP+1LdlMHVZMaPMu6OpEq69AlnrWraIiOnc3IL/+PhfdeBePvuISToC6BkYTqzZ0U3/pcWQtfl38fk6OWP9ffJGWaedSnzMOXZZJXlFKqscjJOe9fVZOpyBJY8aIz2qx7HN1TUKY4T3ySM9WpEXB66V2swfn7VMwVlph6VKxcCUmiu9gzJhDNHFLlwrStD/a2+Gxx8T9/NJLByoL168XX+Uf/yimV/xPYDYLQ9DCQuFx094utqnp08X2/i+HwyEY2k9JFv/lpa4j+G/BryZNn3/+OQ6Hg5NOOunIfKYj+OfAaBSb2+bNh1aALBaYOvXAYbNxceKxCRNEBcpu/+XDaHurQL/k+REjxBynqiqRTk1OFhvh/vKL9HQx92TLFrEZ70+Sxo070H7cbv/leofaWgzfL2b2gE4y/zSL+d+aaG7USE2XmX1sgCHJm5GksWLHuf9+8T5dXeLc5OT84qGGP7dXqOrhm2A7OkTBZPHinuRdwIpansB5cy5mlukjLLs37fvdcEEJX27LhoRu8Fb3vYgi09ppxGd2odx2Ni98lcHub1VOOUPm6EoJY5uJnHQJq9stPouqCqlbOHzYgzLoIZxlG4izD6DdZ8XpFJ9Na4eqWpkEZ+iATGM02mPCd1CF0+GARFeYJ6+voHVvB5dcKvPlQhP15UF2BbPJv+xilE/fR3/yaXQ9inT77SKTrSgQE0NEUvlkgY0vvvSLA+huRMvKYcNmnfZGhbtOPIn4UfnsWtPF94va2VtlJLW/i6mz0yjJ9tE4dxNVu8wicJJlVLOC1WbA5wM9GmXr0jamzDRTvcvPnNP8GPZsh6efRp40CTneReYFU4jeejvsLRMcQ5LQ6+owpK4j+aqLkerLWNiYwKefijZCu120/ng80FxvJDbZyrEjFfZsD/DJOyF0HR7+c5ARoxRmzrDhilVISBCxp9MpKpH2gTH0HxND9956Aq4gBqsN2WJGr6hAkiR0RSGM2nP6JQJfLGTGNRN4dreLSIcCDhsdzX6un74N01efk35MIfpTHxKY9SS3XlnAxq0qW8ttWJwK48ZotDaEWLDKxUknFGCb9wTsXITP7sR/xgU0vb+UlE3lqHUdyM1d2IabiBrNyFu2I6kqKbGZVIZCSC3NhKqD6CYr7W39uPMuDVXVCYVg+TKZ2FiJG2+UWfxZF5sXNjNmZDy/+52d8lkxbFljprI8SkpslB1LGyjfG4WCAr5fZaJfP5FTGT1SY+kXXnxby4gx+pl+rMasru+w3fop9iefQLvzLiLbdmNPzieAgubtwHT/XURbuoi0dxE1WYnU7iJa14EW04ol1olXs2FLBU+nBtEoSk9VWK6pZqU+jOKCImQ0kpxBzrl7ME0NOnphF/lTs5BXLEePj2dFcz5N5QH0KCApqAp8swAuvkxj8WKdzgY/3a1Goskyg2dmc0HBj/ju/pxhNxYyLyYeX7eGkpVKW7eMxaaRlCRz1ln7LTeDBsE994j1sLlZRMsOh2DnWVkH3GupqWDxbaH0INmWLEOqw4u64CuYNkVoTj/8UJREPvpIrHM1NYKxz5gh/iglRUihBw8W7AKETLq7W/z/ypVi7Zg9W9yXr7wCl1xCtWUM2CNgFImZZRudDDz1agqtT6KvmI+m6cgKooJ23nm4//YNWjBCbNl60tOnUrdmr2gqlWWCcXFEC0tguVHsS/37E/3gY3448ylee99MS5vYG2KT+jHnIpVJBc2YMg+Sgff2UB2EwYPFDLvSPVGad7SSEq6m0FJPyo5acY575b55eYfKAxGFlHnz+s6vyyXOudstft6w4dBWLBAf44MPRI7n71lz/z3Y7UIte9RRfaaE/7YQMjtbvPnSpYc+l5Jy6HDiIziCn8CvJk3ffvstN954I+vXr+ehhx5i1qxZ/4rjOoL/axg0SOh+3nqrz4ShoEBEID9VQTKZfr3oOiVFEDG//9DnVPVQf9G0tJ9nFjk5fRWpzZtFRtXjEQv0xIlC69ArGTz++J/uMzoYPZla6/Z1jNu7heEDB+MblYC9uwnjoq0QdyYwVvzuz82a+jvIzRX/KioOfe7oow+v8FuxYj/7WE0DTSOSms0bn7rJue4URpZuFawkO5vgxVey+B47uFRobeuT1EQibNxhInDNxbz0nMSOXWBxSmz4qpkJ48fR9eb7VMomCpO7MGhtIpDQdUFEv/jikGOyBDpwam6cNo0R40VctW4dmFQH039bRHzMgXp2gxEimoycELfvMaMRbjuvmqJ175L+6HJ8W4KUOB0MmH0Ci4YMJ9vahvf5t9G7GogEZWxGTQRov/+9CFzeeIPaCXP49v0EKE4SWegYJzQ2QShIZYuN0v4nUrq3gUf+0kbQLyLFPcubWP5FMhffGEe/mNi+aqWmgRbFKOsoFoUoCoawlzPP1FDcHuK++kwQyZISce3deivytm1IleVoCuiqAd1oIqyr2NqqUGtLqe8/ng8+gD3bQ8TaweM38MQTEjk5cOF5cMbwbt5a7OOTd0TyQJLEaV+7KsrarRqnna0wun8nt03ZibFyL4WdFqjLwXjKLOJuvRU6K4mceSv6j6vF36sKEU1CkXUkSUdSFUJdAWJsEQzpyVgCEqE6L0V5UbTbniDlzxcgL/gC3WmnILGLO/+ymaRj+lOQpdLVLfPm30J43VEKixU27bWTcc7ZKE/eSag7hH9rGf4dlfgG5eAqyEUrqyJQ24LflYrRHUYLeDF0R8i8qT/OGol2Faacm8LTr4QxhsPgC2NWFMwmE5GgyjdzI4wraKc7KoaTxphh2AiF7Fwrd/8pyLo1OkiZ0M8sstgIlzCHLcqfJi7nZK0F34Qw5tZaUha/g1pTiTRhHNJ996EE/MgGiDZWEMrMR411Evr9LYR/fyttby0gJUnDfOxovMk5BHMH0uBPpbVFw6BCQrKCx6Pi84JREUmE3Zv9+GedTqOUyuOvJLOrPUBVs4U3TQ6WPHYZ5vKddA0cx+rVCpIepWhCKgXH5aOFInh1icXzvYwaa+DiOQqRYJghsdXkjkygdVUM0SnjMa/+mrseu5oX56dR3WLhz8dVkevZQqbaQEJHLlQOFGthY6OIzleuZJ+7zVFHCf3XYRDj0CgugU63+HWLVQT0+wJ0TRO9gfX1Yk08/fS+Sn0kIi7OwYPhuutE1XfjRvF78fGCJH3wgbiIR4wQ6/vOnYIwyTLExaEEdUhNA0Xd95LPfZPLref8npgx/QEP2C3inlywAKcxRLvZjLJzK6kxo6jrnQ1nMJCVDbFrFoiKWs/n3zHjRh67TyNiBHoIQkdzmGcfDeMaZGLUr7CzTk+HdM9eeOVecQ4yMkT2oldalpsrqt7HHntI35TPJwrhU0d2MiaxDFPZdjAY8U4YyDZfLt9//9Oy9l27xN/+T0lTL4zG/w+zjwwGMdQ9EoEff+xLjubmCkOjf4vf+RH8N+BXk6apU6eyceNGXn/9da688kqKi4t57LHHGDx48L/i+I7g/wpUVQTEJSUiQylJIhX5S0nGL0VWlth433rr0Odmzvz5PqDDQZKEucOZZ4pqmcUiNvIFC8TQxbieoPzoo4Vk4pciPl6k5rq7IRTCvHUd5v2fz8//dcf5M29zww3CcnjrVhGjGAyC75177qGbW0eH0MQDYieuqxMRj6aDQWXh9gyG/eEOFEmDvDxCUjwuF/j9ZmE57O7scb7S0ZGptRezq6YWU7wCleU0RKJUnXIU2f3X0F3ThF91YijdJoKxSZNEQPLGG4d8DrWrg7QxWUx1mnn4MaGElCRw2GVaK6K0FMbym7EnEP/jfEB8TbapY/AlZe+bSXXVma1MWXU/ysplGM0aFjkBT0OA6BvvcvpvNYLbm6jaG8RqSyAzPxniFCHNef99Ua656SY6YqcQmK+CagCTsSfT7tyXSi/d1cHa+dF9hKkXWn0Tb71i55E7bGQPkKha1i6eCIbAZkXRoihEGTsoSqLmgeVfQlsbjcXHsLdoJrWmIAkNFoosYbIz05FaWtBlFR0dgxxGkhX09RtoOP6PtG6sJq5dSE7jYl0EkxOprrHyyCNw1KupGILd5BXYKC8VxzhwsEx+ZpCgMcp5p4VJfe4eun7cQUpiEMtnVRAOCsv9G2+Ed99FLi1FKyoAk5GoYiTo0zB0u7HaE/BpZmSjgaBqRTaqpCRHSLDCsKJu0l+4FmXND+gtNZAQz8CkJi65ZTB3v2KioS4gepvMZszmKGefGWXxe+0kndKfqQYrHH8c7nU1GE+dRUPBMBzDC5H+ej9RTydSnCSy790NRHMLiJTXcPdFQaSSEhb9GMDU3I7VnIg/IkE0it7djWw0sXm9xIlTY8gvNlDVZN63NMTFwdFTTJTXHD5hc9zkMEpZORmvPI6+d2/fSAGjAam3et2vH1KsC3NdPXLFTqLxSVj652GNlzHfci6B5i5a7Q42RUey4qtETswZgL9qK91RcQ9mZskYQlE0u4smay4W3U9w1ASeuNdA1e5GLHoVhc444vonU7OklJTZczAPLUbuSOa4M/uzabeFh/8awOuVcKbJTD3WimqKUL2uhROH1VDy7kPQMYO6tGPQZ88mNqYbb7ubM2e7KFa2EHr4CTR/CDlOQt4sw5hRQiK9Z48oQY4aJXr2gkFB6J98UjjIHVQBl4YMxm77CPvhAvK0NLEYNTeLn9vaRHkbQFWJjhyFr2AISuFgrM4eCW92tiATwSCsWSPuy0cfFVJui0WY1hiNQqkQDJI1OhUW9smYJUlwv1Y5GYOxmIzuHSStXC6yMIhb2WTU0Z1OfLoZHBpIIKsKZ50FrqXLxMK5Zw/R1HQWzk0gYozsI2X77vcofP6FzKCjxWH9YmzaJPaECROE2cz+yojKSqG1S0o6ZMSF2Qxzjm+haOkLBJeuplekZpQkplxyCqahZ/Dpfudhf/Q6Kv6vR0qKsIQ/+WRxE9lsIh44TGXuCI7gp/APGUFIksTFF1/M2WefzcMPP8zEiRM59dRTuffee0k7og09gv8JYmN/sbRM10XM3tUlNoXMzH0J35+GLAtylJQkMphNTSIKmj1bZEP/Ebug1FShIy8vF9F6crIYc15aKg5yyBBBcpzOX/6aGRliVtC774qfk5OFFM9kEq/zT5QT5OSI0UI1NaIQFBMj9pLDnUu/v6cQEgyIz7f/RMBwhKatzYTDoAwfCKEQcQ6Nk06Sef55wGSGZDMkikyxzagQlqDTlU2S2gGqiqSqvPaWzPnX3kFey2r0+uXgBCZPFinoBQsEQX3//QMPLDMTc0Em9VsVjEbRa6EoYLXKKCEzqzaaGT9qJMeYFwlp07hxxJ4yh641Fm6/XSSkzxm0DcNLX0EgiGyXSEmKo7tDQ49EsCyah2XKFDxAKKhhsFqQHBb8hYNwG5Mxhi3Ee70Y9QZ8nnTCehg1HMbiMiErijiY7m7MDpW68oP6PXoQ8mtU7glxwVV2HlxvIOSLiOs1EoFAkImzYygIbYP3lsOmTey57EEeei2RJkWFqATuduyGZG649HmOeuU3SJWV4vrryYRz8kk0r69Gq+szFtH9TRiM7WRk96Om1YI7YGH152VceFY6DW4LY9Kqid24BGfDbuLzYnDWDCBc6CCmRkcP6HhsKVgjHoy33SaC0/HjkUv6Eek/mNDH89HKqpDNESQtQlaRhR27ZBzjBjF/Twa6DonmLq6/vJWs1V+g330PssUgmPyunUgrljLjvkfw35bJW28ruDugaIjC+MEa694rxZEQx/aaGCZedhVeL7TNPoE3PrBQ/laA/kNyuPLS+0jfMA+5oZZwdj6mE2YhHT0O85oN2NcvRN2Ugd9xNQYpQnpyhDKPjo4kznkoiGx3YE010+hT2PAG3HRTX9F40iTBD378UfyclakzLKuNwUNgYH8TlOrg9YoZXL0BZ6Tn+9R7fKIVBVmRMUeDaClOtNLdeNduo2JpNYHaVqQrL+eVDS52NDkZfNFFZDU/Svu2BpCgtlancKCFptOu5eMliVx6ro/qQBKVIQv0j4VwBEVRMDjN6BYL1a/NpXjcBk6c/See/0jnx5Xd6LKKJEGnW+LtN3Wuvc7AubMjFH78ujheRSF/+Rs0LdjInmoZbzcM+NOpmBd8RlWpjmpS8HgVXOceh3H5EtHlX1srrrcBA8Tg1y+/FJ93715Rzj54bc/LExmaZcsOfFxVxXy++HjxNz6fWAPtdnRJZlfJyXy71sX2FS6sq1SOO04UtOLj4whd+Vt89zyCt6yJhNgODHfehbTgG6RoVBzbnDlELDYiYyaSUuBk3HgxfcFgEGKAlSvh+tst5FkKyLXHcObpoxlb+zHmPVuwmKEgL0r9idOpeFR8h5lFJs4+XWN0+XviOzYa4a9/xdfso+z5TlAOp2pQqG0y4PH8StLk8YjGoO++O1Rqruvi/b/4QlTf9st4JSfD0dGlVC9dfcjfdL3+KSc8X8w8dewh6ngQRbr/mkKM2fzLep+P4Ah+Ar+aND311FMH/OxyufjNb37Ds88+y0cffYTncG5jR3AECIXF5s3CidtmE3tlScmv4xK9aG8X+/FXX4nEm8EgkpvnnfcLJnjb7aIJd8QI8cdW6/882+RyiW7Z/Ttmx4//x19PkkRjsNEoMohtbWLOhCYqOHR2Ch37P2l4odX6y/YSp1O85d7K7sOOUM/PiWB6/w3YPVR80QMGMO2Y6XTPKebDD3sciWUFp1P4eTidkJxuALdwJpNkiNrsvPGcjxgph7vvLyDm88eEW4HRKIKC888XIvw9ewQZGTsWLr2UpvRh/PiidKj/hcUCBfl8Wxvk6HvuQzEokJWFzWDgzBQ/7sYgJ51gJ/XTzUiGIJoCfp+O3dNA7uB86qojaK1urHYDFrtMVp4BU0kOG0ZewudfGihb58aSEc/E8zJIT1CwxEpsWxVFUgO40g1kZUuYCGA1hBmQF2DwSCMbfwz2OAmCapAYMMJEUn43lqxERjZ8wd1PDeCrz8Ps2a1hjzcxY3wXR7ECpy7B4sV0zTiT596Po2mvB0okcV10eeiOieGJV3QePOVaMh67UXx+XRcyFJ8fiyGEpvfF8VENdG8Yg7uFlJRMLHaJE24o4utHtnHDb/zYX34CPRwmFFagNYAy93XCx59EV3Ih7u82oqkmLA47WZnJ2CrrkHUJdckS1B9WEbz5VrwPP0e4vRtvUMHQFGDISSW0nXEag5vCXDq9miStCaenDl59GT0SQArrUF8nbPcDAZQ3XiPrzAEMi7NiyLbQGnJStcXLkLP6sbXCRq1kYEPJedg8jTx0fRdetx90ne0boty6O5Zjzr+DUy/2s2N1J+PHaNgfvANzfQ2K3QBluyk+ZSq0xxKbZCC/wEV9o4LfryMZDRQOksnKN9LaKm7vP/9ZqKImTRLr1jXXCA8Ca1M5jh8WYtu4BssuUGrGCNZ+cJlW10WGJyVFLFgWi/DqzstDjkSQPvkEOT+X8IdbkNHpdOXQVBXA3RXipr/lcdPFf2Hg6XvRyyvQXPG0jy7hrmeSOftMncHHhVhfaRNfrLWvbNPaAZ7xIzCpHxFuaMOVYmbDBnEskh5FNRnRVEiI19m2uhtpTIf4kEmJsGcPhm++wW5OQdNkFJOCOeJB3ryZorx+1LRYiJkwEL5bCj8uF3/XG8ivWSMqysceK/pI4uMP71DmdIrxBwMGiGqQxyOSTNOni3OoqkTOPIfSvbBqVwxNHQYGTk/nb09FkOtrITcGSiVKS8UyMGcOvPFFfwom3E/BhL2Eg3XEJUoYrh2Isa2BqLuL9s01tE+cyHufDcDqFPmyQYPE4b72msijpaaCaoqntqqbxx90o918BlObqqCrC9vZJ5KrVfDX34UIRFTU6nLU95fTLXUjOcAYFwcJCZhsEeKLTdTsrjrwM0tAejoxyeZfR5hAXHiNjQf2yvaiV/dWWyvO4/69UW1txK1dgC9BqKR7q5+KAlnZELNmIaedfBQffHxgSOhyCWHGv11OdwRH8B+KX02aHn/88cM+nvAv94w8gv/NqKwUqpS6ur7Hli0TMwkvvPDXcZZoFD77TBSKehEOiwxha6uomsTF/eSf98Hh+OfL//6ZcDqF5O+VV4RdeVJSX1pywQKxu990079VXmC3i6LaQwsPTY4YjDpTBzQiPfgBlBQLllxfj3HFCs64/Y+MfGgIjY0iiZyRITT67e0inq/ZawazKkiRxQINDcSVmIlb/rkgTL1W7aoqstYffCAuKkkSadT0dOylDfzu2Epw2NnRlcGWbQq7doljk2SFgGRFyy9CMSA6oNevR/nqK+I9HuILCkSQVpiL3tBAYOYMdg+aTWWLFdViwOzqJK6/heKBKsYkFz8OuZyH7tGIeDwQCNOZGMv9D6mUlOhcfqVMc5NOVYWGooWI1rRhjrbw22sj5DxyP6drWUy+4VxWlSdTONDIEFspkU8/xLe8jQLSkI+fyMBIK8Xn+Oiq68KkRLAF2sW5eeFV0HWq86dQ+m43pCQLQh0fJ8qAGRl01XVRHjOUjOJi6O5GN5uJnD0H39qdJA/MJjaphJa6MLLcY/BolLjg5A5GZ+8k9tmFFDlUJt04Eb2pkfJ6DUlXUA0SOUkaoYCGYe4nZP75z0R27KGhQaKrWcdgkkmr68B/0uXEqx0YH3kQx98ewvy7qwgEdJxtbiSrhc5GH3FNO5m+9j3Mjy/G0laDdNstIEtIrhghm+kdJgOochuDU5p5+HsnocR0hh4dpc6XwvN/0dGsRjKyFfw+MykJGficHdBW0VNdkwnFJrN4nYO6dhOnzLTQPu9DrO1u5EgQva4FKTaGwtJvGFh0Gttaw7iad2K1xxJNjEGTFK6+WMZgMPG3v4lWmF5zkSVLRD7jwgthsKMCHr1bXMgAPkSmf9w4UbZ4/vkDb5KlS8U8uI0bhURs0SIxNDUlBen88zHlpKEHAj125TpyOIjRCJ5ujb88E09KWgKpmRNp2wKXFuhc+dsox5VUYd9Viss2DjTbAQ51gQC8sTyPS+dcTHTVm7RvqaMoK4f2gJX2TgXdZCLO0IUrTsbj1lnZWMArO+ZwxYVB0l74M+bERKS2IKZoGKPViiHoQw+HsES6UYx24gZnoj3+mogket0p/YK4snu3qArX14skj9ksvtveWUu92Y34eJg5k/C4SZRVKWzabqR9qUxxo+BS28PjePrFeiJ1zQyfaufpZyS2bDOQ378El72vHP7jj2KZWL8e1kRTUNUULBbITgsztaCK4dmJNDkM7IrN4MtNGTQ1i9TB+vWCEBt71LT5+b2n0AS5ueg+Hx9872PodTcQn2qClBT0+x4k+tV8uvczVm0FYnJdpCfnYQeMFpUZ58ezaZsKzU0iY2Qyi/UqxsmsWdKv33769RMJo8TEQ4lTaqo4r7Gxh5avgkFkn5eEBLHl9Rq7mkxgtoDU3cFJMyNkZKssXCgKe6NGCSKam/srj/EIjuC/GL+aNFUcrmP8CI7gZxCNit7g/QlTL779VizOv6bdp6bmp2fh7t4tVHK/iDT9b0BNjQisDmcfvmmT2Dj3G5j778CIEXDZb8188LiKp0PoOZKzjFx/vURJ0y64+mpR7issFATH70f+4D3y7ywkP//AhuO4OOGj8PjjZmo9mfsCgcx+Fq47o57YFz4WDGv/IEDTDjToaGyEF15AXrAM254gbV4LRdOOwTD8dFJTk/bNFBozpkdy6PUKS+L9L6KGBvR5XxA542yqW6y8XzaS7/4SwKBqKJEgxoQk5tzfn5nHz6JTM/DOxwYi4Z5KW2IiQaMdd2uUH5bDtKk6553kxRDrQPK1ExtoYlhaE0WbP4auFhK73Ni+6qL5xL8Qv+dHKp59iYREiZQ0GdOuFti7GS68EHXaZOIsFhHZbNkiTlSPkYZftkFhgXguEBA9E1lZ4v/T0+k0eEV0ZDLhO/U8SnOnIc/bTXDd+9x2w5948FGVloYIsgK/uUZi2LrnSV9bBh4PmsmMc+cadLOZgffOoWvlFkxNtcihAKrVQKg7hL5jD/asOEamtWEKeZADPuT8ZOof+BtapovUiy5GvuNPdD/2IqXVBhSrmUinl9zbz0Z6+WW6vSaMrW1ENVA8HjEYOS+vb95Od7dIEjQ0YG2r4egLZrFkCcRmOXnxYdCtVnRZwWCAhDiNDVsNdBoTiSsELRxFinEgyxLGbRup2xFi6DkWHLXLCJWVEY51okbCEAoRO/8trrsshy98k/luuRP3rgay+3Vy8rk2CvqbuOOJvrFDsiwOMylJtCuOOkpn9I7v+ggToGdlUV90DCGTnZQJCVgkSfTgRaMiIs/LE5HoiBG0f/kDgZyxxJjjse3eAB98gGHoMAbcdy5NK/ZitbpxylaS4zR8TTJSKEBru41WN5hNGhb8pDTtJuaT+yEYJGd8GQWuUyntSABFxe8XCtotW0w4TpvBNTcWYe2woga9xMeouFIcSAoYQhIVFRruDvC5Q2xf0kTlWBvePToFRQ6M8WHURo1IIIQWF49ksyKZVNSQhBwOoNBTXQqHRcl6/zkFHR3i3u2N1B9/XCzSdruQSY8aBbGxhMPw7Q82Xnqpz0D166/FuKFPPzVASgY440kZqbDpGwXdrFDVKGONlfZVQYJB0fKUmiqKLZGIKLhs221g2+4C+vUrQNPEkrQ/gkHhZq7rh6moGAwQE0ODHkN7dirxPcPEm0/5Dd61j0JHnyOomujCfdH17NqZzklF4rHBw1ROvzKeTz9yoYWjoCpIisL06aI981cjMVGcFJdLsD1NE2tAampfZemEEw6ZV9gcdtFNFq27d+yrMtkdkJPdU3Xu3x9HgoljjhHtUpp2pLp0BEdwOPxTh9s2NzeTlJT0z3zJI/gvQGOj0Iz/FJYs+XWkqb398OZ3vaiqOqQP9n8v2toOK4Pbh6qqfztpslrhxCndjAhV0qgloxqgX2YnlleeFdGHyyXY0Lhxojl8yRKRqm9sFEHjQSgqgnvvlagsj6OjxkSs0klORRnxbz4uyFdvwNWLiRP7/t/rhZdfxv/9akr3iiCpu8tP9K2vSWvrZq76W44/3sInn+zn8VFWdljW3Rm1oa7fxpoBt/PNJ2JuUliVsbhcSOlZvP62Ss5tl+GItlP1RgBiLaLK53YLS/Ce19m4SUKpaWPatBaKlr5IqL6NhCQfUjxgtaAFVGrWNjLq8krK/vIOGjJuj4TULOGKBVVB9GyNGNEXCNlsQsp11lkgy7gKi1CfbSDSKhrUMZtEQGW3Q0sLacZuoTlKSOCryHHMfzjKtWMnEn71LaRnnuRPF5xBgyGTCApT7GuxuDdBUyN6txfdaMJQnAM1FRhqd2MK16OPGYAXCzR6iLaUowQ1Wttkmsu7KRhgxuppAlmm8NzRhNZsQl/5A1x/PYY9tRgqDfjyB2GOt2LpWEtXQCEUkVBNCopfE9GtwyHkW4mJ4po3m0Uw6HKhKQbOPzNIbP8c5i8yITlknE4ZhwPaW6P46ztIdLnYsTpAYq4Bo82IoXYPtLcjKTKORCNqezNKWzNmJYwkRZDsNlGWTk8n5ek/cOnM2cy4cg6+ejfWtmrk9DF8snYw337bF0z32iO3tIiv5fvFEUbr9fuun4Zjz2fuzkKWPhPF26WRWuzgir/cw5Bz5mAo3S0+p6bR6sxl+QIfX687na72CJn5x3PK+T6Gt32L2Sxhq95FTvcutDqd5545lz+94CEsm6lvtaDL4iBOPzlCYrSR4S0L9jltxqxZxHUzCnlmzVHsaXTR1ibWyaFDof9QEys7+pMYH8WTGEXzhzA0tqJ4OtBsJpIS4uk30ExXSxtkZ+Mx6ThVGy2tfjIzDaTmQKNaQHXKKOpvm4uvLUBCIqRk+1FUGSIhcY8mJgrC6/eLn2NiRInu8svhvffEiWxuFv+eeUb0Kl5+OeX1jgMIE4hcicEgCuoJCQqK3Q5m0HuilmBQvE1vcN/bKibrEfAFAUlcQz1fXE3NYZcfQPC4QYMO/xyIqkzvNIlAAJ6an0e/2XczwFqO2tKA7oqlTM5n7op0rFaxRMXGitvx7LNh9GiFvXsVolGRS8rJ+R+40WVkCAVCICCqlJLUd4GeeKJYN/aDxwNPvWTllMmnwspdQpMLdHugohKKBlswTJq0b41V/6lR4REcwX8XfvXtceedd/KXv/zlkMffeecdfv/739NyZLLyERyEaPTQWYf749e2wZnNP//8P9Ij9R+Lv5fu+3s7b1OTCFAURVRmDjd46R+AlJVFRvpWMt54SDDej7+FtWvF8SYmivedO1d8+f36if6jn4EYT6LAUU7Q7LB1MPxQ0MeOMzNh4EARRUmSqEhl9lSm1qyhqxMCfmGwZrGI6827cCUn/+FEvthczG23CU+NoiJwbdt2yPsHAlBerWAYMoSv18Si5Bgwy0EkkwkNCa2jC9nv59t3w5w7043sSESLTxTH4/WiSDq9nUIGA0SAWKeGf3cNAEpSFKpqCepGGmrsGHUFh7sWpylISJKRZfFRvd1gikN8gNraPm1MfLz4rA0NcPzxZL9yFxPHXcGSntkrKCp0doFqoOCYTHJLn4TvvkM7fiZrtso01/opdwyhYOAq2nc0EX30FbLSVPrNyMf09UoIe/G0eYlqEtYkF3ppKZK7E+nL+ej9BsOTTyLlD0A/6ywM779LpHgAnZ/MwyIZaI4rJuueP6G88xra6nWYRgwnWloGGzaw/fwneW1vPLve9DB2ViyX1MzFaTaQonZjNFiRWmtFGfrcc8V0zbQ0QZoSEkTwfcqpuDdWUCqPxocNxQDJKX0qpJnH62S5jKQXSexYpyEFfCTZPYw4Iw7ZlY3XLzNmvEqLs4uyy57GUFtBRtN64rcsFaSpsRHyC5AG9idlzTwiigH/KXOY2zyOugYFv7+v/UiS+nxiPB7wdOlgDMKePXQcezpPzc1m21q3cJI0m2ioDHH3X81cevlwTu4HVFXhMSfy6udxLH+hCRDzfXZt1PjrVgNX3zGH45+ZLaRUbjfy5o2krl/PE39+lGfWpLJtlwGbDWYcrzHYUU321y9iKt/ZdxGHw+R+/Rx3neihdOBJrF6roCgQa/GTlhRhzQ4b77+vcM65Oq88rSObbajuNnwNnbjivdxygzDqoMvL0q25XDJ9Eu1ffUNyMsQNy2F9zqU8fWsEPT4WWYsSbXMzdlYSV//xSVKevF0Q3x07+hzqkpKEIYHDIb7boUMPjci/+w6OO44tOwbsI0yFhSLu790zbrtNEKKPPhLLSu9YPDhwvpOq6oweGeGLR/aCu1vcjs4YSE8Du4MBAwRxOhyam4WRxE8pGEaMgLRYH+yoJBIx092Swmfb45irJGA2C+Vd7/HL8oEzVE16gGKlhuKcAMTFEY5PpqpW3VeEy87+eZV4UxNs3y5UyqoqjFhLSmJwXXihaLCr6JGk5uX1Df3dD5WVopfY3zWMOTf+Dum9dwjVCEfCaGY2vusuJqaoaJ+cGhCVq/T0nz6oXoTDInHXm+jIyvrFRk5HcAT/G/GrSdPrr79OZ2cnTz75JCCqS1dccQUrVqzgiSee+Gcf3xH8FyA+Xpi99faXHIyfGOHxk9hf+XUwLJb/sjl1mZni3+F2e4vlp63Hg0ExI+rdd8WGBmJDu+QSYVbxP/WQNZlEY0dxsUjTvv22YCTBoIhA9J66y8KFcPvtfb1HP4P2drEHx8XJGIYMgbvvFlGMzyfI1zvviDKX2Sw++7nnQnIyuqbT1qOQCofFIagqmBSNGEsLLdWZJKkBkh0WmputuHqPbT/4AxCJyEQdSTRsVNBsdvx1HWh+N0Sj2ExR5JCXpoJ+uMItFKcYqKjsZOR5xdhnZuHz6kQjOru3hRk8TOPruhzC5iYkVcEohbF4mqG5iVBSHqGgBgYFFFkEyJoCkgKSjMezn7R0v+PsVOPhhPNwP/wCiQ1u1G++5tyLS5BPmcDShWF8moJqUBg5OMwlN6vE7R4MdduQFYnUZI1tErw8L4k5c+4kZ9wq1JXfk57qQy8pQSvbTnBXJZEIKDYjaiSA1upGdZjRg0F0VcUga9j3bISuEQSOm0Jo5Gh4YDTuoMR3qwKcqKQhF87iR/kS9tZbyRqoMXh2Nu8/2UCVX0Z22PBVtxGIKCR4OzA3lqHHxiIlJYrrJyUF/vAH9DVrxAfOzUUaPBipu5uEPT8QPeMsPl4kCpcjRghe3tgIixcrvL/XQVY2XPBbJ5G2KBaLnb89rdHSHGXW6WY8iokFXxiIi43HvK6J1NxjueKiSYwwP4i0YQN6KITuikWPQGjCNDZGhuJKNNC1UaxNW7aI78Ro7EvwyJLOyP5e2KtDbS1liWOoeM+NxajgD6miApqRCbLMxy+0ctSk7aQ/eQvld3zM8qU9WaRoRJQnDQb0/HzefaiKIadcSOqit0WFJhJBaWrA9erj3PrcS3TJsVgsYPW1w0339t3X+yMcxrlqIYXTpvJdm4HJjnUYa+p4a+mxvPaujtVlwt7WyAVnWmjzGLFa88iTysmiCvPdrzL0siv4RkmmtFJhx2mnM6jbjd66hooRZ/DKPWFUk4oe70JzxGDODrCxMsDckilcMW060qJvRfRfVyeC99NPF72HDQ3i3yWXCJJ0MPbswe0eAIjlbPhw4SGzaXWAqNuDXerm+NlG7r5a5rNFMZx2qpnSXVEC3iimaBQ8GlitjB7gY3BCB3O7egba6oheKq8X28hijj3WygMPHH7tGTJE9EOdffahxpxJSXDOCV2YHrgPdu7ENmo0Q5POpnqTGS0xEZ92YGKrf//9eENVlZil1NoKAwfSYs7kvfWFLF1rI2x1gdVKUV6YKy/wU+RsEm+2X49qXZ0wpdx/r1u+XHgMXXGFibh+/f6ug4/b3XOaK4w87p7ClLMGkW1pQpcUVnekMVRxcPSiRfDmm32/HBMjXDUmT/5pR9nWVlE9/O67PpaYmSnk2QMH/uwxHcER/G/FryZNy5cvZ9q0abjdbqZNm8bvfvc7JkyYwLZt20j5r/GlPIJ/Jmw20Q98//0cYmmalATDhv2613M44IorxIT0/doJMJmEo1VOzv/4kP9zEBsLv/kNPPjgvlkhgEh/X3WVIEKHw/r18OyzB6Ziq6vF69xzzz/HdtVkEhFCaanIcobDoqFs//cMhcTP5577k1WxhgbB7xYvFhWf4mKhMhk4sES4qC1bBg89JEqIfr/4190tste/+x0YVGTpwAtLQsegBYkGQqh7d2FatpdZOzaRdMLFh93Q9Z5Dtug+0nNNVCzcg+YNCuIS1fZJ7wottTikbi44N8KP7hKee0WhtFxUimRZZ+LRKgnZOlKMzA+1Js6eOIz08uWYakQGV1Z67L8jETyODKJhHd3vRVIVMY+pVwNmMgkZDuIaf/llaKoZy8VXxhC3/C2CAQXLy89w6bTtTLnlDJoDMhYpSEb1V6TIZ4q+hxEjoLKSKdEkvquwUttk5ZZnFNLSshgzcCaXHVtO/JKPSUrJIhTYAIAxxgbtLUiSjqZJMH4CxuoapGgYTZaRdu7EO2MOW0/4I5ZrL+HN0om0LN/NMZfZePhhF0GfD0kJsiU5mb8tMnPhFf3wLaymrqyLnY0qpjunIt/9CeFABKvUghQfD0VF6Lt3o48di/b7G/CWNxFcswXr6vXYtq5COuEEXA27OH9GNq/PT6SyUhRO584VXDwrQ6GsTOfDj+Cs02LYsC6I0Rhg1GiJooEGHr+nC6Ia/hw7uf0H0tBYx0OPdnPf7b+lcOhyOHoiWrub9kgsDbe/TFJmKrZrbmHHjgSOO07Ehp2dIgnfO+w3zqUT9oXxDx6NduUNNOeMougsCYMBkhI0dnzfTHmnCt3ddFY00HZcOumDBrEnmCWSCiYj+DVx4akK+H10NAZpdhaS2qtJA8H+OzowNNURP7AnEpdsogpwONIEwhkywcqZcV/TeN+rNFx9O6t+1Bk8GIoHRAjt9fLZ4004nRKDx9kYlrmCuhe/QpX9WNctI2fEb9jrt/L2tzFcfNb19BtZy+qvE4hk68iqAWQZRQqLxEV7O9+90cSsey8gY/gwIjYnPtlOB7F01XnILIzg6lgogu/OzkM3AIBgcN9yNGGC8NHYstqHpa4U3RegE/jgUWjZZeayk3cxb1sOt18bw85SA+6dDVgJctwsF2Pzm3B+/QG/u/lc3n1PoqlaWOsXDVC54PJWsvtnMXq0IGT7w+EQ+5PTKUxuBg4UcvLOTlEcG5TnJf2pP+wbVyGtWcMxoypZEk2hu0OBxKR95hsmk2gpMhgQ388TTwgCXVBAZO58Poq7lW8/qhAM3OmA7Bz27GzmoR8C3HveLlJKVwqr9ZEjQZZZtOjwycGVK0VP1OTJh78EDv58JhMML/GRF+vGGzbw9saB+8ZfjR/XIaSS+6/bnZ3w3HMi43nUUYe+qK6LCvHChQc+XlMj9pj77/8FNrb/RHR3C4Lq8YgvMifnkL6uIziCfwZ+NWnKzs5m2bJlTJ8+nbfffpsXXniByy677F9xbEfwX4Rhw0TB4cMPxSZgMAhV16mn/mNra3GxWJd37BBxelKS2Ozy8399EcXnE4GpqopiyH/cIL/Bg+G++8T02dJSkZUfPlyU1PZzytqH7m4xM2X/TbAXfr8gIf/MWRW9kj+DQWxWHR2i8UPThKh/2LCffL+WFtEbvnM/ldGqVcJc7A9/gOHFIWFF3CsD6U31S5LYHBcuRMrLI6FqC13tCgZVJShLmKQQxqRY1tbGMvZoBcPGNWh79mJ58n64/+6+XqsemEwgm1TCBcWcPCzMo5/t30emI0s6pkQnx0wBQiH0lFQ+fV2hvV3HYBDXTmKiRHsHfP+9xG9/C0ajiSzXHGw3roRK0SxvUqI47DqBC67mlTdUTrnoHHzPvoYUiSIHAsQ4rYAEZ5yxjxBv2CCyy2Dk0e6h3DGwHDVzC8GQhLKzg8iqF3H0JHpbXHYc11kwNjeLbPGxx1IShEv9Ii5qc4vg/7MGO2dNsuLatA0uPR55wVKktnYkSUfSNSQg6oojMnAE2nerMKWkEfBpRBs8tK3chR7VCDz7CufcX8CbbSlU7g0R9EWFQFGRCZscuJvg+Zdkfn+ejeY9XWho+FypMGUy0S++QA+FkVpaiEZ1gkeNR4pLI/rc69RUgm/DbmSjQvH5F2NPd2ExapRt9bF9u8aJJ8r7ipe6DnX1MGiQRFNNgA8+NjLn5Cid327lhBm5vLPIgckEQZ9OR62X1AQHVpMJv9PJqk6ZwoYPkT78AO2Mc3F/tpRwi5twixvHcw9x1aX38MkXJu66C556qk99euyxOkeP03jjtSjJvx3AWnkE7z1sp7pUBOkGi8oFl/WjuKKGtZV22pU8/IUpeC+6GkOVB7o8ogpVViZIU+8H0TUUp1Xc0w6HeCwzUwR/+8/ksVhEVmHbtkPvcUWBGTOQW5qIXfgBXblJbOmO5fSL7CxeZmD9NkiLSef02zW2Lqhn+Rduzry/CLvjG8JBszAezMiASgMWC/QbZkUpzKfhjW6oqxIlWQCLWXwGCbzuCME2D7V6Ki9/kc+GnTZ0jwe6JHJGnsB1t59N4d6vBMs9HPr3p1+y6CkKBmHJYo2saANRr3gvRRWnYunXAU6ZrHB0ZjVVnhjuHF2KltuGMezFsfRH0CZCXQVT2h9j8BmTabblCFWyZz2OdU0w7XauusrE6NGigO33i2V00qQ+dYLVKqpOB7SJLt8gyF529r6BsoVr1vCnC/7K+4s8bHEr6PGJFBeLStWAAT1/V1Eh1uuZM+HBB6m54E6WPN2jOQyHxLncsxsSEmiqDrNXKyCl/iNhM3v33bSkDOL77w9/ykDwlQkT/v5swrzMMHfP2kj0408J765AcdoYMe1Ydg2ewvJdSeQ0rj78XqFpwrV1yJBDZeI/58bkdouN+d9FmiorBcHbsUP8LMtiz7ziin8vcTuC/xP4h1r+UlJSWLZsGTNnzuSDDz7gvPPOw/KrBw4cwf8lqKowSurfX2RuFaVnFsb/oOk0Pf2Xya5/CpGI0Hp/8onY28xm0cB7/PH7kvz/OcjJ+eUltM5O0Q/zU9i5U1SA/ln2SHl5gsD0WgmnpIielHBY9OTs3i1kOkOHihO8n35yx44DCRP0NXi/8w4MuL4bU1WVYNo+X183vqYJfdbatXDbbThXrCbGoNDZrWA3m1FMZvwXX8WqzwxcfXoTwaf2kpcLJk+7eMMLLxQX41dfgceDZXQ+idefwENfDuCiYyq5/FoT778TwdMeweQ0kTIikctP66Dfx3fQMv1sVjbHsH5VCLNdJTZWQdf7KhJWq2jNKSmBsDeD9pvuh8ZGpKoKTEkuklOyeeARA1tXugn6+3HKHX/E8O2XpMhNWIekw5mni2hOVQkEhItYL1pbYZdpCOa2WCIePzabkKq53WApyiD74in4n34RvBXoFgvSlCmYpk5l1qxUBg4UvLuxUfCpkCubxFMnIC1fBjfeiLpkEdGtm5Ey0tALCgkcM5Po3G/AF0Y9YQrmtBT0lDRcbeDeXod/Tw1xdVs474aT+fChKuSevi7ZYsJiCCObDXjaI0SMdswOhSEjjciE8cakYb/7brQ9m9AjIaLFg2itCdFy+9uk3XIe/gtPor1VRzEprAyEOPqHB/EPnMSCTzyY7FHa2mQkqbdwKaFFoakhik3RaGsFV5KBW6/tRnFV8+bOTnLjnATTYqip1ogEwqIy0N3NjgozTJ+Otn0X7Ys24DhpCrLLSdfyzURc8fTPcDPgzmRee00kZW64QXCXDRvg3Vf8DBzsoNQTw5LPq3CYFCTZhC7JhKMyr7yk8YcbE1mxB0YN8mJ64yUaI24KJ9mQvVG0Og2KCqG9Q1zsDifpg+NI61opMglms7iPrFZRbT7YYGnoULjySnGT9FagY2PFdd3zRdujXeQclc0PiSncc3uYkMFANCpRqsss/17jmt9mEA5ECIU9JKdIdHQouAdPZP2PRsaOFTPv+vcHdu6mnzHED/6+ocj4A1BWCrm5xKcZMMfbWbEzC6MUIibajjuqQFISlVomj7xr4t7Lp5H41VcHNvuAmDmRl0eyXRSjf/wRYsxBIpXCy1tRBKeUe3hlS7eFqf75jJDCMHdr3+uEQsLOvagItm0jYeVcEkaPFhd6Y7nYbCoqiM/PZ9o0AxMnivXfav0FSbLqahGEP/xwH3ltaWHA01fxh9GTaDr1PPSjJ5KUYzuwmF5bK9ZDtxv8frqUWIK+nr+XFQgFIRyBVOECWtOgiCRTRwfMn490cTHB4E8zol7V8t8jTc7tP5L9zqOUl2pE/RD1+OD19xg6cTuT7/wdcS/M/+k/PtzMJxCJuf1dEg/G4eZI/SvgdouMxv7lOE0TzrLPPy8ytYdznj2CI/gH8atD1tjYWKSeVSYcDuP1eklKSsLQc+e276+XOoIjOAh2+3/OGrZ+vUjq9SpG/H6RDN26VVQ5/k4Lzn8uemeg/NSmFhf30zutrotShM8notJeW++fQ0aGsMN+7DGxmfa+jqIIptzr2fzNN8Jj/k9/2peOXb1abPw+r4bXKxGOiLXF44HujhBNZ0ZIssehRkH1+UQW0WLpcxcxm0HTMF54Lrm6iqfeQ2tsEQ1KOvUtRn57chXOj94gqXA/g5CdO2HGDOFGN3686CtyOHD5jcyQoLXRwpiW9xly2zi8ihNLcgzpy18n4d6X0JtaqJp2M41lPogaCETMBPZTTQaD4hR4POLf3LkmPnshA71Kx56UC0YDZ56uc+5tNjbvNLFjt8Jyt5eZv88kRq1FyUo6wMkkFDr0a3x7ZR6XXX89hmefIdLdhSSD4rSRffYYIi++SjCgstsPWrSb2G0fELt+K6bbbqAgP4mCAnF+o1FQFAOMOA9eD9P58Tw6XHnEnDEc87HD8H6xhPV//pJBI4wkXHsB0TfeRq6rRsvOxdLsp//ZZ9E5JBFHoh8pCVrCLpIL2jnpVJV0pQlC9biT/XyyOp3MDLj94mYMi77CuCgZW7AJ5eMVVBvTkR12AmtX0NXgxTB7Jh9ET+epc6J4fRIgkVdo45G7byHH2oGnI0rIJKEo4p7tU3pJBCMKNpuZWJdGcrAW7Ymnkc4/B4dpEG219RhNLeTkFaIaJUHiQyEyJiRSHkrn89J8Nq2PoCxQmHn9FcTPlJj/WjM1d+nIaZCcrFOUH+W1Z4JkZ2vceGYtyVVrSe4fy8OfCnMSS2s1mam51FRE0WUZ3WJlxXozY8cGOTl7D5GHvyc8JJ+UnUs445JZfPBiJ5SVC8ablIjJDJdcaiLulQ/EB+vuFpWorCy49tpDh1ibTKKCMWSI0LdKkrhXe3+vJ7nQnjeKz97XkHQdg6JjsirMnKgxNK2NYEDhpGszsS9fQFN1kJgReYTHDOOUlD7HwPLdYdLen8vQ1GHYXYl0d2pgUEVgGolCh5uTb0jH1bGQAfNfYgASxx87iTLLAN5dlkzEZKK+HsqjmSTefbfIAJSWikrazJlCQmq3U1YGjzwiBs2ajDoKGsiiEKdL4uMpso7dGMa0a++hJNJoFAfd239z3HFCPrZxo/g5P19o2i66CI4/HpPJJH7V5xMVoe3bxd+XlIgk0P6bVG8D3cE3YiiEZcUictrrYWQi2A6ybI2J2WcUA2CRAiiqnWhEFyywl4D19C4mxOlQ2WN8s3cvLjrp1y+BtWs5LGZMi2Curxak2WYTVZVelyS/X5A9nw9efBG7MUxxPwWfT/BWgwGsXVswdpf9/Jy/uLhDZz6BeMxk+mmHp3/S0PW/i8rKw+sXQWzklZVH+quO4J+Kf2i4rfQfp186giP4dejqEj2sh5PYl5eLuPp/LWlKSBBBw1tvHf756dMPn15taRFyjIULRdDmdIqy28yZh2YaD8ZRRwkt+549ohxit+PvCFAWzGCNYRRd3TD4qDD9DXtJ+fBDkQE0m9HDYWrKNJprg6IvXjWgq0ZyC2S0KCxeaWRY8SkYP9tCSlY6MR2VKJ7OPhe9iRNFcPnttxhtNuITE3FOGk728q9QqsvQOjoxnDYSOT5WBBAWy4G+w/ux+BgjnDAjSnBbF2qHBda8gjJ4EHqzHW3+m0QaWpASE+jq1HC5NPRwBEnTQDnwVEiSiAnXrhUFNiwuUNtorg4Qysrgxr9G+d01EZa/vJP4fBeJkyyktW1F/ttjkOAU6e/8fJg5E7svwMDMo6kts+4LCDvcEn/8YgxzLsxkXFolUd1HfH4a2tvP4PaodLiFx4DNqmEMdBP+dD5qSSFK0A/HHAMlJSiqiq5DJCYBw5AhxGUXEAm5qGi1snxPOtljMontnI9jXCzaPXciG1T0nFzC9W3YiSC9+yKW665nb9wA1q+DuKJ4rj1qF9rDDxBtc2M0yyTG2PntGSeTHjSz697XCJqseH+sIOW5izHW5pGhqPhVOx3lHQR21LOx31m89IqM19sTTEpQURbl4ScNPHpfDBmDVdwdCprWV9jshc0mEYqqZCe5iS1dQzgYRF28gOkzh/Hey0H0YBhrVyOmuBRwOpEjQYbNSuOPV3XQ3SGC4ZhEI7UdDm69M0x+agJmh4qnUePHFTpZmTrnXygxI3YtkQefIhAIId1yOp2bKpC6o0h5uSS1VWIrSqfNbyQYiqCaTVx8Sgfhyx4m4g/g2bCHlGNmM2vNcxTdOYcFa6y0hST6Ffg4Jm8Xxdk9ROirr0S1IS8PTj65p9zzE/ipcntKCpx2GvXmIWiBELHpThLjo/xp9nosX35CcGE5qsPMgLRjMA5KoEGaRsWQk3j5rfR9/VsmE0gdXYz7upQY5x5uvvcPvPyWiZptHjCoWGLNnHimmSntnxD64CN8OyKCAGwto3BYCXPO+hOvLxKH09oqw6xBgpR0d4sX3y8YX7Gir0UrNlnFX2sh2i0IhBYFSYWEFJXc8E6RcDmMAyZHHSVeNztbuHf0EqaEBHHB9E5FLyoSx9HVJYxyvvrqANMVpk4VFbteN4eioj67voPhdAqicriNpFcr3vP9ZG3+gqETrmH9Um/PIGAdVLEO22IUipz14nX69YP0dFS7mZNPFmqIUOjAl75kVhOTtr0Hry0XTyqKqE5ffLF47ddeEwvQ9On75vwZs7Mxug7q89m2TVxjP/X5Zs06fG9QZqYYKXE4Yw+L5d9HVH4uSa/rovR/BEfwT8SvJk0XXXTRv+AwjuD/FAIBkW1cs0aU1wcOFBvh/0Rr9yvR2ipi7Z/CmjUivvxfi8mTBYHZv+tZlkWvzD7R/X7w+YTL07JlfY91dYkmNLdb6MN/ykWpF1lZ+/pw/O/P5fOdhbz3Woiw047f5OKjVTJ5+fnccclgihoawGajJNdKc2UYXQctAoSjuJI1mhotDBssseHbdsoTCjjjnAsof+t9MpPzSA5sE6zkyitFx/bs2eL9vV7wejH88D0Gqwl8nXDS8YId9+rdJUkEpvn5IuCprSUomWg1pKHGOUncvRzT00+JDGpHB+zaSSio4b//abbVx2KT/DgTEgms8ZOV66KqIYJs6JM5SpLo1UtKghde6HnQZIaCfHRPkOpaE13tPlasMRJfEEv5rhAXTiin8tbn6ZdvFAFYU5Owmty0CfmmmzipfykrPrLRHZ8DFiuqCgajxCPvZ3DHHRkEg3CUZy/NS+rwekVyOCVZxxFoJbqnirCuoyxbjdmuIi1ZQvDmP7HDMpxFiyQaKkLk6+lMHuqmuPIbJDWT5DQPMenxeKYORe3aiZKbhVbXSKCykVAIrBadoDeCMv8b/NedxLb3y/nd5QZCv38cixQiu9iIwdeJFGjFkuZHefUlsgrj6PTJFJ0yHsPalWhrfkRXDEiSCcfAoQQeuJsP73XR5fEeQOid8QbCEZ1ta/2cenk2e5+S2LhRGHQ9+qjImiuK+CojEbjm7A4KPl1ARYKNQE0LY80bqDl+GKuXBjD63UjddowRLxf9MZ1duyW6w2ZAVEcHTU/h/Q/A69HpiLeSalbQ/WFiHBLr18E1l+tw5ytovgBGVcfZuIfM/EL2rvFBZSVyRiaOxr3YbTZCspGhJXkYVi7D39EFSOihCE0/lJHVP5sRL13JoP5DCA8YgrWjHrXBBX6XqA6cdpq41zo7hTtKXp7I5JjNkJlJkyGDDre0zyvkkKLx3r3CCe2HH1AvHMFJp9iJ2BVOiF9F910P01gvetaU7hChDz8nmJeHd84NPHtrgGiBRnW1jNstiiuxRjOSy4llUgn9nrmO+4oGUXvUOIJRhURnkExLG/K38/A4reDQ9vXGhHZXkdf8I3FxZ9Devp8jpKoeMvYgHBbEAESl/5rrjLz8UDrta0rRdaFki3FJXPd7mYydq2DQwL6Kdi8MBrEOJCeLhf2660SFqGdYUtdRUylPG8+OcjPq1w4GaJDrqcD65ZeHrmOLF4v1ITtbXFSpqSI589RTB1ZWrFax3tntgqQejKwscRzLlsGYMZh/XMrFVx1Hp7uA0jIZlCjEx+NQ/fz+ap0czw5B2FasEAmsDz9k4Pij+fOfC3nrLVEglWU4/cQgx1W9gWX98r73ikYFSUpM/H/snXWcXOX59r/njMu6uyS72bgnJMQTCBEsFIciFaCFH1aKFWgpbSkUKcUpDqVocE9CnBAnnk2y7i7j9v5x7+zMWpINgdK+e33YD9mZ2TPnPOd5nnNft1y3RB6DhDFYL9fWJhG1/PyuE0avF1J+9tlCKIPkT6vttedTJ7RaKeBqbAzdPJB9+eqrQ60Svm8cqb/IjyWtZQD/M+g3afr444/RaDTMnz+/y+uff/45Pp+PBQsWHLeTG8D/IJxOiWa8/HKo+HTFCnnY3Xpr3xLaxxmqKvt+bw5COHIvqB89EhLkgX3woITNdDohpzk5vV9ccbE8rHvD8uUSucrPP+qvL9QN41/PNeNIzKSkxkRrs0QPDhwAc0Qmt+RriK08SNmuGGbPi2TZZ6FCd0ukDkejn9lz4JN/+NAZVZqiR7PwqgI0lmaiUtsw1pZKul+QZIRDUeD888VSe/31roQpM1M+/8c/wowZ7AoM450v9OzYUsTlVxkY8vrjJFq9WCwaiI/H1eKgsd1Dy19fYsek3/L6a3rO+KWVZl8El/3Uy7/e1VNYJodWFLF5rrxSDMH6+rBzMhhxuow0tgdQLFrKqpykZBiZM9eLuvRt7G4tTpMVo90eyvHbsAGWLSO9vZ0n7r6Yl76OIz22hnR/CVa9h/iRyVQbs7jud5HEzlOJa1fxefzU1ECs2Ymutgxfhwfdo+hQnF60yWl8ttLIs1858etN0OKicL+DZasSuf62K5hu+xSM1QTWrSN61HiUD1bgLylDjbBgsbdj0oPTo0VNScLh0VJX1E5rk4aYPZsxp/sxu9vx7z8EBNAZFTT2VtTC/SSNGYMnMxddfSW+Dz5Em5OCu7yWgNOFpqQM37jF1JafQHRGBM11XtxOH1qtQmqWH9VrY58zm/nTTFzlET6wdatkeRYXyxpOSICF871MWfUq2u1rKYiJxZEag2/jW9wwvY6q+RMpPuTHONzLoOpiLK17ufHpIZCSIUTF5cKaEimlGAo02gwktTahd/qxN0YwaJCBsoNu0swGCAQwWxWidqxjyeKTuG+TQsDpEhU8rYaA2wP+AFMmeLHtTgWLVUJ/Hi+N6/cRH5eP65rbUDwu2pPz8KVGY/50KYbNm2WuBCeO2y0F93v3wrJleLzQ4I6gdsmVPLZ9GnX1KpMny1TvFNGsqOiUFS055ze8+Gkyb72jctFPaijb+io0+MnNhbJiHy6Hit2hUPzeAfJPK0GnxtFmD3Q656OiYNMWCwsv/AnGN/+B++stROzcwkjti/KB006THOfoaEw6PREGL211IVKh/eJjhs+exT5tArm5Er06eFAiSklJstUnJso+HMwQa2qCd9+FK26OpLV0MEUb60iNdjB1eDNDfLtRfnMjgcoqXOu34K+uQ6MFQ1aKRFiGDZONva2tS5pA/YwzeXbbBNY85QQ8EONAXe7j9NFWzh49jYjtHfuexyPrrq5OlEd/9rPQ/nnBBdIC4emn5XMmk5AmvV4k9/oSHJg8WQjVtGnw+edkrX+dOxYv4lDyFCoDqURF+Mmt20BGw065+FdfFaKXlQVLl6J+9hkjb7mFu+4aS10dGHR+kur2oto7ml0fONDVXfLXYAAA0ldJREFU+6coohoTJAu1tVL/tm2bOJXs9q7peGPHSmrfuefKuRYXC8nKyZFzONyDMDUVfvtbIWNVVTIeOTnC5H+obKTsbLnXhYVy7zQauR6zWWpnOzuaD2AAxwf9Jk233HIL9957b4/X/X4/t9xyywBpGsDhcehQV8IURE2NPDBuueX4CRQcBqmp8iwJltt0x9Sp3/spfP+IjJSH4tFoutfW9q6gBGKV1tb2izStPxCPL1KhpDZEmIL47HOFKXMNzEhUWf9mJWNmuxn9m1hWfKXidMG0kxSsZh8vP+8nQVHwl5ZRrMngiUdLwaHl7luNjP30bfFqnn12V6UErVY8ztnZkq7y8sshxZHISDF2HA748ktaz7iYu39rwN7mQNVAQush6vY140k2MijZhtJQh7uiCZPbjym6jtPntvHaN2N44xM/V1ytpWxnKyfPM3JeuvgCEhPFPvrmG/nq9PSu2SFeL2h1Ci6XlsRsM82GVKaNKMf5QQOqxYTXp4DXIUZQsGB+714IBIh+5m9cfellOB56AppbMbjb0HocaM77FWdNv4g9zSmcMnkYrWslbckYcOCy+9BqpPTEN3Qkga8+pfTMq3jprw786U7Qm8SNn5CAp6GRf95eRf6FTpLuvQpl+nR0aWkEIqwEGuqgvRWSkwkYzGjMUZSWqrhsUTQ6zVhjA7TvLiXNYENbegi/RSEQUICA/Of1QmsrcYuG4vnHk5hTorDtOIDP4weNBp/Pga5wJ9kxBXxdGEdCPAS8CnHJWiwWBbRppA4S+23BAlm3lZUy5nPnip0cr28l7fW/oY2KALsdvd2OnnIxoL5uJ2H/Q4yaNg0SxsCH71NzwulolDyoqpT5UVeHEmlF0WkJAIrXQ0DV4G9oICnWQHGpjwizj5w0N96AH7fdA34f4756gCuuvZHXXvHS4vWCy01Kpp6Lr7ZSUgIGw1Dyc1Jxl1TjUfRoNdC0vYzGFWUYrruSRzcu4swxRQz7ppSsxK62ZqCmBuwOAjo9SscSrShvQznwd867LYkHPxzCmuVuKvc6uOPScuK1zWLw19VhGzOVpz9O59D2alIyshiTWYn9X8UEFC2lJQESEhQUJUBLk5Bq7c4tJA06i+pmVSTVO8oeW+rdeI0Rksbl9eL3qqAEQuE9vx8aGtAajWQl6ylyqdhaO/YRt5cYfz03/tpKXZ2J++4TXhBEair85jfSc+/kk0N7cWMjPPOslszMWGbN0jBhUBM52dGQOpXaZj0rtuQROGEoKUo1RpOCJS+VrBGxRASFRCMjxZCuqYGYGNbYx7LmyzA1zIgI/F4/S1+xUXDjXKbqNgiZKCmRQW5vl8W6fLmQ0Dlz4PHHxal3662iid7cLEz9zDMltBwUqOkORQmJ+JxwAlRWEutyERsRIRtGayscyIIKrXgB8vNlzgajQR0ZAJY/DsJicUk06O23hQSZzbIATjlFUqr9flkUdnuINO3cKZHLoiLZjMLz/E49NeSkNBgkLbC/qqqRkb3IDf7AWLhQipOD4keKIrWqV1113Jq5D2AAQfSbNBUWFjKslxzrgoICDhw4cFxOagD/w9i8uW/jfOtW2fjCa06+J+j1kl1w4ECon18QJ53UL35wTKisFIdoMMXmu6gIHhccKfWun6G3Fq8Fu1WlrSSMMCkKfr2JJpeO2lo/5ToLiWluVr9ahjG6lqHDo7DE6EmMSOSeu30kZhilfsnjkWhAchJodWgKHDDxDrG6XnklRDCSkqTHyciR8rvTKV7b7h3qW1rwm8zUl7uwt8n5abQKBpykptqxGlpg+wF8ARWvQyUQUPBW1qPds5OrTkvg1/ekcOftft56JwKnoqe4TGyfnTvFngkEhMf98pcS5AqWS2i1dKq+zZmr8vbbFpxaK4b4CPztdrkF5fVyPaNGSWrM8OFSpD5kCOqNN2AJGkZAICKCmuc+ZNrFyTzadAHqxReS03AX3qY2NDq1I5UOlDNOp72wgkijSlFbAi6HL3RSJhO026CujkagwjKYJKtVyNqtt6L84x8ob70JLif+sjL8eiueGC8+UlDOOJ1VJdk420phYi7ask9wuwK4nH45vEaD2adBGxGF6nRh0PpRTVr8lVVCmIAAEqJLWP4m805eQGWzBTQa4h2H4KAHhgxBZ9IyIazGPiUFUvQNsnANBqlZeeRJ2L5VcmqHDQtFF93u0OdOOknqOxISSGguZPKMOXz6lk3GID+fmjYTY0Z62LreRXyqgt/hwmeJQFt8kNz0DMaON+B4sgIDLpIjPOhq69G01rGo9JeMPf+X1ExMR1PhILV2PTHJw1kXncc3m6xMvPNarOV7ce/Yh/3rb6luMWK88ie83zKL6mr4ZFcGWYvOxbXmxc5l5m514iurw/fTy6j7ZBfRzVBdJe8FnG5iDmwiwZpJ3dcHOLTNwf6xCvEH35BoQksLJalT2fGMAyUASdpqLFFadHoNXr8MSUysQnudA69LR0S0iiegxxcTh6ZdISYGrrkGvl4j6656bxN6fzyxS6bSlpSM2VaHqXS/pP+OGAGrVxOw2TAbjeRnZ2J3ioKg7rwTSI3diddn5ua/ZXUhTCB74GOPSQBnxAg4/fSuquSlpbAlMorpi6IgWfbLZ56RlgSQgN+fgN0ua++CC4Q/ZGRAXHy8NNZ97DGa8yfx6ccawBNahFGREhW0mPn0K5VJgwvQrl4hbC2YfpeXJye4YYN4QIYMEXW+G24Qg9zhEGLSH6NcVXvKskZGyvH37eu7596hQ0IAP/oo1MwOhBx98IGc99ix8mw1GLqm37lckkHwm9/Immhvl3OYP18GvY/eef81WL4c3npLGm0ZjTIZoqJkHTgc/5FT8vvFrtiyRQJwgwYJpxwIev1voN+mWlRUFIcOHSK7m/zxgQMHsPy3L8ABfP84XGGm19tTkvZ7xJAhkqX19deSDh4RIXbViBFHTpU+VrS0iFPw/ffFltPrYcoUyY74j7aUyMyUh01v9ycurt8nN2q8nvc/0hAwuju9mz6DGZtTQ24ulBZ6yDXrmD/Hw/avddDmYdeaJlweDecWRKEzm4hPUqHGhaoBxeuF8gqS86ykxmmgrkXCOtdfL8ZDIADJyTRr4yncJo7YeUlRxLaCxdyNlNrteCzR6OOsXHVVgNoGLVv36EkdEYP2oRKUaD3+NhsBs4WAX8HnF6bjcgZIK1rG0FGXsveAji17dQwZquGNN3pef2OjiHVddRU8+6zYLiaTnPJ554m9abHA+pIUhs+bAZ9+iknnEcPq1ltF+WnpUqkXGDNGJktLi3i3nSGvuQIo77/Lb+8fh3PFN1jPX4z+4B4stYdgwjDc+cMp395E8r5NaJJ1eLzIdxg7SLLbHaoPUcDrQRZCY6O8V1kpY/zYYyhuNxqtAu3tRC2Zxlfa8dSsL0KxWoiaMwH/xkicjkBQ6gxUFdeny1Gvux7fI4+iVRV0Ji3empDsst8PihKAPXtYeHMlRc1RrFitk+/2+jA5G7nqajN5eR0hGJtNjMA33xRD0mgUi3ndOnl/zRo4+2wCBw7g/3IFXpcX7bgJ+CdNwbd2I0aXCzQa1OZGFi5qY8vOeGojIyEyil3fuliyyE1dpYYoTSva9hYCUemg1nDW1CqS9hWTceZoAs+/AFVOsJrBo4eYGFJ9ZaTuekUWdH4qfPQ+03+VzgRlLY33rUWNMuKfeyr2hZdgc0fzz/dEMS46GorLtLwdtZDf3JICn79P68FavJkRqHMXU7OtipaNpSAq6RiNHcNbUUKEvQq71k1kjoHyelWMZasVDh2izaHt5MWatmZ2bDFx6olDaNu8D7dHwW7z09oSQB9wkjPYhHf+iZxQbuXURBnWVaugqbQdGhpxmGOouuYvvLzOSMV2I6akKBYscTG59j1i9HYCRSXYt+5DtTkw6OqwWkxoTDqIUuHDl1kfO7XPPrwHDwo5GjlS0gwnTRLb3+0WQzM/P1QPVVwcJEximNbUiI8tEJA2PUaj8Ivrr4f06dNFst8eSdtnUZAYKYslNg5MHcIGCYk0NZfi1lnQ1tZ2NLL2yWYxezaBp5/GnpSDbX0hu0+9GadTZXixj4z8I4jiHAu6Kz10R1MTnU2bgqmBQTW/tWuFBIG8NnJk15YTTU1CroYPl70lPr7vyNh/E+rqQg23gmOj04VsCL9f9s4fULgsEJC188gjodNYvly21FtuEV/YAP670W/SdPrpp3PdddexdOlSBnWEdg8cOMCNN97IaaeddtxPcAD/Yxg+vO+meAkJYRXDPwyCmRNnny225Pe5vwYC8ux6/fXQa2637PeVlXD77UcWqevXl1VUyIEDAXHPZ2T0fYFpaVJd/+CDXYudTSZ5vZ9SgiNHQnqmhsKDJtCLge5yKvgD8JMzvbzxvIuTZ5lJXfcpP/vVIt59x4tSa0NrMlK2s4nb/hDN+/9qR81KR8UPDieGSAOX3x1F/NePwosvisc0N1fSTObPp9YVxZMdTUgBbJOymWMqIKJsrxTMazrc7LGx6JJTUL75mvgnPyI1PZH5vzgNX5UG46nz4YOlBEcpEAACfrRLTufgl3sJNNuZMu08th+IwOPrWU4Vjs2bhSD9/veS+QOSkbN1a8jGLypWqTv7dE5QDqIt3SuRsqeflnuXmSlWoMEg1mVamhgFqgp2O4rDQVyMH0Wphd1r2fPc+zQGQJuRQuyQPLIMDjx6MxF7vqDVBzExHrLibKhpufiDymVer9TbGI2YozQka4vlO3Q6IWdbtoghdtNNKE4nqqrBmDWIg77JfPFwK8Nz4PT5jSR8vY7Arbej1t6C/0CRzDOTCUaNokFNwHLdzWgVD+qEsWjKyyUNLqCgAgoBMJsx7tnMRSeaWHzaINp2KJhNGnLjD5I5KRZF0+GQW75cuiEHFSA8Hkk9Ki6WOWqzwQsv4E1KxbvwDJyqGf2EEZTe/hTONh+DBkNkhBwqZ/mz3HXtlaxTTazbBFoUcoxVvHi/ni2r2tm+W4s+V2HaTYPJ3vMJDfe8RMLjV2MMBAh8/Ck0N6Lo9RLiSE2Vve2992TMZs+Ghx7CfqiF2uRJ7BtyKkufhJLCSgzDjMTlWVm0SOxdgHqbGe/EE7GPGceXb9uIj3QT9cCduEplgimAy01nI+VAXj6LzU3EDSlEU15CSmQyZBbIm6+/TqTajqrGdAb1t6x3Muv689CVPoyzog2tQSUq1UJ8PLTOWMy/1wxhxyGFyEhJgXQ6gcZGrNEaqnTZ/P3ZVlwYqa1Xad0U4J33dVx4+aX8fF4x6UNG43/9bXzrN+ANaNCd+1P0gzPRLn0LtFpa3YePYncocmOxiFHZl2HZ0uDlyvmlmHFQ57Ty5EcZBAKSk9fWJlN5/365BVed70GtrCRq/wayIhayY49TIkzx8aEDRkQwZEoGJpc7JP+dnQ3nnUfgiy9oMqVx6EAATauNg4PcvPuZmegtem6+rRdxOI9H1qzLJR63I0lue71Sr9bcLGxv3Dg58d6chomJsgaDBbjBJuIHD4b26uZmiajPni0huwce6Eqc4uPhoouOuyRsUZHsZ4WF4hCaNEmCdD9I5oTLFWp2HkT4+NXVyZgdqZHVcURpqRD47rexrU1e/9OffnATZwDHGf2e2vfddx+nnHIKBQUFpHeEmsvLy5k+fTp/+9vfjvsJDuB/DEOHirHbW/PVc84R4vQfwA/heCsrEw2M3lBYKCH940Ka3G4xLl9+OaTLbLGIK/fkk3vvuwES8vrLX8ToKyuTfIJx444pXTItTciC0QhffqnicglnO+ssP5tXO4mKVji4tQ3N0AWMtW1n1C9icalm1DgdqUN8WMo/YvLN4/jslWbqWvXkD9UwZ16Ago/uxN3QgmfafMw6D0pDvVyn2832xAvZuDFEClduiWTokl+je/8x/I0bobFavI95eSiTJxH1zudUacBdXovh+SfRThyDZ+Hp6CPNKG+9gWq3oU3PwbvodKoadbRtWY9pcCqKRmHKFHHgHi4i6fNJesZjj4VqObRaEeK65x4xFnU6iI1Nx7z4Dig6JOIWJpNI/ba2ikXS0CD34cABmai1tTJRIiOJ1jjxmCNoqGjC45Hv9BZV0VhVRWqBB2NaGnUjx2PfvAdvajzZI6ycdFEyny1TQyekqOD18pPLY8lwHQgpgbW1ifH35pvC8vLzUU0m9CYjE2xLGXaSj4jag5if/AqPwUqtJQ39r65HbWpA8Xrwqnoq1+zD9sE7RJ41j/TFYzFPmgx796PbcRCHU2qelAgL2huuo/qdzbh+NYPh7CLO9I2EFTIy4NwT5HwOHRLCtGdPKMU3WHw+caKw1KoqfF4/9m9L8H++Hk1MFJ7JT+GfcAKez9dSXAwFBaDXyTrJzNGQOVPPaT8BjarD8MZG+OebjEhKwjsmBdVsYJt9Psubx5F+03gaWs0MPWsISVOmo2+pFTbc1ib71jvvSITOIGIRlJdjM+ewJ/80nnjQhd4g7Xm8JZV82xpJYaGeiy8W4nTOOTKX9u838fwHJpKS4P9OmgfPvgqA0yWBYKcTTOmxJI9NxXv17/HWNeNTwbLTC23VMrGuuYasohWMOuFCtq2TFCW3auT+Twfzk4vvYVjbBsy1mwlERLEz6yQ+Lx/O9kNCSoOCmb/4BQRKdfj8ibywFFwRCRzY48Hb7pRr8wd44bkA+SPymaC0kzpuCtZ5swj4/bSlD8XWHiDX4YDISBKyepGs7oCqHmWGW0UFw758jYMvryfgdKPTmbnnpLksH30m/3gtoXMqA+zfH8D93scY33odk9fLGQvnsGtTAH9bm6yhIQVgNGIwKsxdEoWScA2MHSOkp6EB3nwTp2KiqNiE3wf6EUM5WKaHpESa2zSdxm/neZeViULn11+DTkfTCQsoHzIXd1wyCSm6nr6qhgZJKfviCzH8FUVECy66SCTQw51WqiqR1O69lKxWmcg2m0yKoUPlc8GMgLvvlvVSWytWem7uce+dtH27lBKFCxm++6742ObM+QGeqVFR4qzoSwZ36NAflDCBDHlf7RHLy2WqDJCm/24cU3reunXr+OKLL9i+fTsmk4lRo0YxY8aM7+P8BnAMcLnEA7R/v3g8hgwRu+JHkT2ZnAw33yzhlg0b5ASTkiTUM336f/rsjgqVlVK/sn27GDpTpsgzr7d2FuFobAx5VXtDUZEIGH1n7Nwpbq3w2jGbTfLEEhPlhHuDooibMC/vOJyEPNPvvlt4WkODzMel70CkRuFnl3j54qkaltsCpOWM49TFfhapn0O5A3Y0QVERk0aMYPzEKDwNbRjcbTT7z2Rl0tl8us+MzaVl5Dg9s6c2kb/2eTxLP4RFM4BQXYDX5ePppQnce+UluA7koVNsqLk58MEHKA88gCmgkJWVR9FBPxDAt/R9/ONPwJWRg+nii1AtZnQaKwfe3EnDvnpQIHDiNKqdUZx9tpQ4HG7by82VMoTwWg6vV+y2nBzhIYcOCUeaOTOGBfNGYY3azb7Ln+TrzTo8Wph0nYOhtSuJz44QIysuTgyF2lpobkafm4tm/iwMG3ZjjQCPG6KiJZpysESH4YsDVF1xJ44pHgbN1RCZbOXCYVoyc4XANzcZSZqTy5kn25i87yWU1Z+Kq//ss+Htt/FrdQRcXkjPQrFYUWNjQFWJeO7vRIT1ttFodDie/Tft9z9AlKUItaoCW1EtPrsbwy8uZt+g2SRHVtJ+qBj91ddjKDmIUl6L2xqHyxhFyQtfEXPmLBI1lcRd/SvJyzr77JDao98vKYu7dnUdZLtd+uw8/rjUe/j9+HzSAgcgkJGBq9HOvuk/J2fwMPj8E5zGdvQjs8Uj31HALmtXgZkzJcWvqgptRxhxnOlb8k5aQvXk08FkIjoJDNOyxQravFkUDD7+OBQJSEwUtpyRgWfYKXzwvBezwQsoWK0qDqeTSKObXfv1GI1w443C+SAU8KipgXW5J3PiWU04P/ictjYvycnQEIgj9u7/o/6BJ/HWN6OokJWjYmqpAqdD8o1/9zvMM7L5pdvIE1Gx7Cg04tZZ2bnDQJMjlyuvzOXTA+eQmaPh1lvl+4YODZUttrRI94H7rtdib/EyZaqCAxXXXANer4EvP/dRVOjH7/HTUuMkIbkW4z8fxVVcgaKCOmo8ERdeKIpx8+aRk2tm8GCZ990xefJR1Hq0tMDjj2P4+lsUNwQAT7Mdz78+YPaZTrZMupLKOn1n0GF6bgXqu+/IhtrYyBjv3Vx71c288m8ddQ12aG8nI8/IpZfKHoUSL1HC11+X79JqsXlM+DwBVJMB24wF7Ho9GhKjAYkmlJV1kKaGBonqHDwIMTFsnfprnn7FSHlhFaSpWPJTOeMMhUWLJEULn08KH8O9Z4GAeM0aGkR687XXhIlkZcGSJeIwCTowqqpCf2cwyE9UlNQ/hrfsSEj4Xh2QTU3SUqG9Xb5+2DB5FtrtwgcHD/4BVMcjImR87r+/53smk8y/HxiHe75D372AB/Dfg2MKoiqKwsknn8yMGTMwGAwDzW5/RLDZxNvzxhtdbebZs6UZ+o/Cy5GdLQW1FRVCmmJiuqZN/IhRVAR//rP0MAniww+lJmnJksMTpyNpLUREHIcT9HpFhaA3sY1AQIqpxo79wTTVMzNF3OjgQbn+oUNV2ir9fPFUEQ6bnGPFATtqqxM+fElk0oM9RnbuRDNtGpqMBFrVPJ5flsGK54pA7wGDQkmRi+WfR3D7b69iyAd/w+pupJM0tbVBRTkFwzw4nnqFkk2bGDpcRZ0/TyICgQAaIFbfDsPi8Af8GHWg8zSi1YG6Yjns3o2amUesN5G4fCNqeiotp05jyEYXn3yi45RTxCGRmSmGVDhMJllzTz/d9XWLRQy1664Tbmo0yoP0vfcAv4aagwv4+pUDkjLn9vDVZxqGTVjE9bkHSL76alnYe/YII2tthTPPRBMZSZKmAX0+1NWK4zmYNqj1wo51NuLMTiIf/AcoCjHnncdpJ09l2jQjjlYv1s07iPr9DWK4BQKwbRuBtDQCTz1Na7MXV4NKi8uAOmsGMdnRxP3+/7o2AwVUeztpV8+lbdOX1L+3jiiaiMxKxnD5OTy9bxZnpDRRd/eTtO8pRzt6KBlTs9A1NaOrqUWj6Mi95Rzs1S0kPHi7REp37pQBOuss2tqgbI+dROIwJ+dgaq1BCXfnpqYKYbr2Wti/n8D6Tah+A8yYgc2SSNXfXsP7i7E8eOA0Ji2YQfR8F5EjInuPuGZlwZ13So7n6tXiLp87l4ixY4lICv+8TqxCk0m8KAcOyNqzWCRdtKkJvvkGV8ZgWolACTjAbkfV6zCbzGiiVIYPl2EMJ95JSSHb+KOvLBRn/YS5104hyttIjcVM2onZ6Bpr0GdFkjr5ZIw+G/q1X6E2dBS9NzXJ3B8yhIyEBG6dKJmLhYWyZzU3S6lcVJSGyppQGpHLFbYl+H20FjXTXlzP7sZknnpGpbgS/AGV6Cg/l1yqIz7SwYa1Hk7OOUDTbY9h1XpAq0FNjKO+DiJf+Bf8/WYYP54YZL4/84zwXr9fokKTJ0sP2b4C350oLoZvv8VskrVWUiJ/7/GA/aMVnH/bAuqj8zpbzBUkN6Mt3NvZLVe/cwtzaq9h5KLzqc6bjprrIDW9gpioAJAGKELSb79dCItWi6/Si3FKHs4zz+O5r0fiTzaL0mQHOjUGCgs7Ix0Hp17EXx/QYmvtsIxrqrHFxvLqqyYiIiR4TFmZiJH0hmCU8t57ZQ1ER4c8nXFx0v/ovvu61p2azaLa8QP2OIRQ1GTsWLl/770nj/OEBLnO6uofqFXTxIlCNP/975CiU3q6yMX3VwnwOOBwpb9BzZoB/Hej36TJ7/fzpz/9iSeffJKamhr2799Pbm4ud9xxB9nZ2fzsZz/7Ps5zAEeJnTtl/+iOFSvEBgn2Af2PI5iX/V8Ej0eckeGEKYjXX5c6nsMpr6ani8G8d2/P9/T6Dq/nd4XdLk+zvlBVJUbVD9iIKjpaHKFarTjCXe0miEgAuxRfZw42MNqwXSyoXbu6GuRr1sCll1KYsogVLzWBNUJSVjpgb/PxylILd4yfgDm6g5XabGLMeL2MzFPwvLqLuCgVTVmxRNNsNvH4ajRoaqtJyNARaG+HnEQUk1a8DqecArNmYdywgaSMLMryZ7MnMJSXr29BGZLMvNNFyTc+Xgp8v/hCbGy3W+odTjtN7PjufcBGjBBPrMMRiiqAGB5NLSofrY4gTqsNNRKz29m9pomvhqRyXkax5HEtWSKW57hxYmh1SPRbLNCoCdOJ8PvwjZ9Ie4OHc4cfgE87Ju7DD4OiEDt7NpTtgSf+Ku7i0aNlkgcC2LWRlNz7Ll/OuofiiFMgAko/hhhfPb8/5XLS9t3c9cJOOQXj9m9wFdbgrDHRHtDhr2rAs+oJLv+jG0+ZGW9ZFQ6Xhvbl+2nZVkLKorGknpCFunYdFY++iaOmjbh0C9rYWPHulJfTVNrKH19NoHCLn6kpEZwWO4GI9p0kpzvRuzvcusnJoeKKYcPwL1hMfbmf1pWH8FRL480Ig4vmZli+OZpTzgUOZ6inpwt7GTNG5qLXK6zC5erp+UhOlnyk006TeaUoEvX69lvYvh2DZRTa0lRIz8ZXW0+g3Y4arcfh1RIVJUGpcMTGwsUXwwP32PHtP8iu7Q4ktmZl/DQj109sIkrbBJ5y+ORT2UenTYPZs3B9+DkOXSR+awY19QlkWcQRE9QFCFfm1+t7ZmuZTKL0pbG107yjgno1iaf/bsdms3ak5PlobtXw938o3HGHGZ2mjZiNn9Hg9oImgCY+hvbodNpq9aTGIF84eTKYzWRlwW23iXOhvV2iEtnZR9ldoiO64vOF2u94POC1u9FpnXiH1HH7h3mdaWLZaR5UW7dal5YWEuICJLx7j5CplBRZMAsWyL2LiZGBGjQIqqvR1gf4/ONENqyJkPUU2nLQ68PSqIPhs5Ej2dyUi83vBsXWMW98Evo1mVi6VIYivqXl8KpuJSV9Z1yMGiUeu9275XOpqbKh/Aeeoy6XEFiXK6yJN0Kcnn5aLn/06CNnX3xnBFOZx46V6LtGIwTyP+QdzsmRbXnLlp7vnXJK3wKJA/jvQb9J0z333MOLL77Ifffdxy9+8YvO10eMGMHDDz88QJr+g/B6pSSiL3z0kezHA60Ljg2VldKDpy98/fXhSVNEhDjAOnpPdkKrFWfZcXn2GY1iiVVU9P5+XNxxe5J5PGIzbNokdkhBgWS59OVtGzUK7roL3ntPx64d6eiHxDN9kpv5J7aTut8Ma7d2TT8JIj+fTeuMYmlptT2iaHu3Oqi9eDZRw9OlYXFjYydb8fpUtFYT8fo6FJ9WGK/VKh55v18+V1eHYjLJDZo4UQjXxx+L8XzFFZj1etKqWvGa7Nx6VzQxU4xkhRU7Z2RIb81TTxXDLi5ObNnt23teSmyskGattmvO/6BBIgjSYtMSFxMjA+rzg9sDBFj2tYWTZ4wj9sbLQ390441iqP/857BmDfqyMjIzRSCsqRHUzAw0J43lisJNJH6xNPR3gYBErEaPFma3e7eMQwdZ9Scl0+g20l5awrCzavnim+jOP612WdllGE9aZGSoXk5VYehQlFdeIdpuZ+iwfFyeUK9Q/79fJ/KsBdR6xcZxu/xgs9O6+QBx7mqUpe9jzRiGz2pAmxQPWnHHOpywe7OTwkJA1bBxvYcTr/kp7ifuQ22qIa2pAsXpkMH+6U+FuZaWoj1UiucgeDoc8vrMJCpaJYw7e/ZRpIMVF4tii9ksojXbtws5mjFDlD2GD+/6ea1W5k5dHfzzn9g37cKBCWNCFnFbPmP0idewZVUxmtxcAuVVEBdLnNmJLlLPmDE9v/6E8R5+d1klS1+D4v1aTBEaTp7nZ3bqHqK2N8u92707tA5eew3v+MnUzzqLijfW47Vl8uLDkhYbGSk8LjZW7Oud0saL1laZ3kajzNm5c4VDrPzKj61Ow3kXDOKzNX607TVkpMbS6tThsHc4MxSFzz/zc8OVKq7nS0lM02Myx1PZZqW2Tkt0dMcWU10tE6BjvzGbuzqG2tpEabuoSN7LzRWjsruIQMBipaVFiJ/dBvh9mLQe0hLcGKvLcdeV8ospEby1ZwSz5ygYowzSaG/58tBBliwRz1ZhYWiTttnEg+H3i8NGVTtPRBsHTe91EarsxLx5YXMoOVkWfmMjezbawemBhHiZvO1tndGpmhq53nizWb6n2x4WCMhLSlx8iJ9VVQkRUNUQEcjM/FFY3vHxsp/30rITkDq9khJJ+/xBkJoqP/9hREbKs3zpUknfdjjEH7VokZCm/3hrkQF8Z/T7Fr700ks8/fTTzJ07lyuvvLLz9dGjR7O3Nxf6YbBq1Sruv/9+Nm/eTFVVFUuXLuWMM87ofD8QCHDXXXfxzDPP0NzczIknnsgTTzxB3nGqufhfg9tNn9KuIJu2wzFAmo4VR1JEP5yaehAFBVJEvHu31PgkJIiTLDf3OBXO6vWSDxdMceuOU089LsVtHo/YqE8/HYqYLFsmz/Vbb+09aqYo4szNz4eGBg1arYWEBAuKEgO64dgrGqgYczYev4ZYTw3JO78UAyErC89KxKDJzoKi4i7RqIBOhz8vh6yhEdx0o49X/uCkrIN7VfviOf3scVje2yPpGx9/DL/+tagEOhziYa6qkpO66CJJ6fjzn8WSW7NGLrKlBSswfPBeSR/M6ekeV5SuJQSBgNjWCxbIe5WVEnxwu0MZqe3t8jmTCXTaALZWPxp8EN9BbOvrO5qIRuA0a/FsWdn1S202qbjOyJDUog0b0K1aRQwQM3Om3IyD20HTIlaxxyPzorlZSHVRkRRVOZ3iMvb5QFFQ3KUkZBqo16WgBHxdv9NgZFv7YE7+7W8l38rpFDKh1QoRTU/HZNFgAiqrhEdEuVqJ0fjRqj6Sknw4ap0EvH48JT44ZTZSpdLRhivsiWQLWKh1dihtmEx4rLE8/obCBUuuQxM4RHzzNxhdrVJQkZIiUSCPB51WpklFpZBHlixh46F4zj8fTp9chX5/gxCt9PSea6GqSrwa48dLrUSwIC3YGHT/fmksFD7B6+rg0UchJYW2TXsp3K/iddmJjo0iobKa8y9ooLw8jlqNBjUvB2rrUKNMXHZZZGdv0XDoasqZsPR2hg8fTvP0QRjcbcQWbgB9llij7e1itdbWAuBTNNhWbcI89WRMMyey2ZfLoEFw000yt3JyZA6OGCEthoKKfV9/LUuhoUEyPpcvB8XvxxzwUXIA1qxXUaPTiWkpZcTQwZSUa2ltB53WD34/Rp2XQHQMlpLN2A9UEps3CEN6rDTG1SLzrw8HTW1teM+ljqllEKfSvHld6/cbIrNpdEZisbRiMQfA7aO9wc3BQj8F86dgrClmxLq3GPuHOzBOHg37RTKcqiq5MJ1OFtyBA71vtJ9+KusojE1HRUkA8fXXpfbQ5RJfy/z5soV2zlONRphDUhIpeSdCvQPqGyAjHeLiwSQR/cjIjiBlcrpEMDtCEX4/tLVDfY0fp2LA2ZwDq22M8O/A8OzjofmXkiLOkYkTf1AJ7b6QmSm3tzfRg6goIeNlZT8gafoRISVFiNPixbI9Wq0/Cj43gOOEfpOmiooKBg8e3ON1v9+Pp589dmw2G6NHj+byyy9nyZIlPd6/7777eOSRR3jxxRfJycnhjjvuYP78+ezevRvjD5he9N8Ck0lSF4qKen8/La2nCM8Ajh4xMbL5VVb2/n5vXuPekJ4uPyeffNxOrStGj5Ycn9dfD/X/0GrhjDPEGDwOKCoSo8fXzaZubITnnpOIUl/czGCQcWxrkzr6VaugoWE8KQmj8VU3s+rVMiwxSfzkyjnMWWDAGhnJ+PHw2WeKhHGMJmhtEQ1mq4Wc0ZEk5hvRamHqCQGGXryH2jYzigIpcXVEqHmwNVOYak2NqMH95jdysk1N8lQ74QQ54YgIGauRI2XBTJ4sbvnoaAkFHoXHoaVFAhUffiiGQ1mZeGXnz5dI5UknSW3HoUPyVUPy/dTsaWLkIB3bmrywv0MlLysL6uqhvZ0h+W6iD2zs+kUFBUIYQM51yZIQS3M44JFHaC+qoy0mE1NbOdEHNkvTzy1b5DqWL5cQV3j1ciAADifa8hKyZw7nm7aeEsVRySYp4hsyRIzSYNg0O7uLnKC2wza12VUCqakk6xqgtIGszDTKShUC7XbsTpWIgnz06HoMrWvOAr7c29EMVFUhKQnb9m95ZpudyLgM/nhnMrmvdKiE5eRIU6z33oOSEoxGyBlpJXXhEuomTOePZhv64kIOrPRSX68QYbGTHVFE4uScrrUPu3bJTdm2rauCRyAgCz8yUozsvLyQ8b11K2zZgvf8iykvB687ACg013pobjNieeJJrj3vYioz09i3w0aMUcOEMxQGnyC3qbxcDpWc3GFYu1xgt2PasRETYfd80iRh3omJsoA0Gqirw2v3ElBUdFWl1Cy5GXeblb//XZw8Docc12yWSzrrLJnSO3fK82LMGLncL78U7ue0KVhbW/GU2oiPS2XHLiOZyWkYXG0MyTJi95uwtXiItfqJ9jeTcfYJ6Na8RMAaQGkqJ3J4RIjxnHqqrK1e8MknXQkThFK9MjNDwTyfD7bVpRN/+TU03vkg3iYbWkUhMdlMfK6VitOuIvfgl0ToXPD+GzAqXw5QUyPOo7POCnmzgnO9e16i3S6OhG4hyLQ08ZEsWSLjGBEhr3VylsZGIdG//jXY7SzO87NymY7Weo/MlfHjQSMm1ty5HV+rmCQs3dgIxcU0NAQo3udG1Wng/37OYw84qXfX8bPTVBYZLWjpmINVVVLP9Mc//iiYiKqKryYzUwKKbrdMx/h4mW9a7VGmXv6PQlV/FAHBAXwP6DdpGjZsGKtXryar2wbz1ltvMXbs2H4da8GCBSxYsKDX9wKBAA8//DC/+93vOP300wGJciUlJfHuu+9y3nnn9ffU/+ehKLI5r1zZs1eeosCZZ/4AOcb/w4iNleychx7qUQdPcnIvvTv+UzCZ5GaPHy9FBH5/Z8TmeD3J9uzpWa8TxN69Yggerg63tVWUwj/9VLxxe/cquN06cnPiufTGGD58z88z7+nRpcGCNDnW6NGwfbsqhliHMabTwYWXhzkDtFpicmKIue8++f3kk8UavOQS8TJ/841YpjZbKE1v715ZIDfc0DXUEayt6QcCAQlmBXtxxcYKF2tqEg2O2271ofc7ufduNzEaDS0eE74WBxW7D3HVg4Oo2tGEM4DUQ1RVgcmEXuvjtEU+DP88KPdWoxGDcPr0ngpZHVX19uXr2WxdwLt7PVQWu4hO1LP4lNOYWrhColAGg7jQvV6piVmzJnQMBfC4MF38E9a+1/P6p0xByMOMGXJTnE4JV6xe3WVSWCwdpVmDM2lPyCYyJgrfoWKs3mKG5iTh0xpQCrdjvO+PWP79MmrQG2E0wkknUZd3KqUPhnnVA4hmt9WCJVlPdGKbKOxptZJSt3OnhHHLy8HtRo2Px5SeTqaiULq2lL/dq7JnaygtKjEjmeuvbmWEpVy8GCCpeElJoTznYBqVosh1ejzCeJubhcC73RKNBFojUnHoIoHmjq7DCrjd2OpVeOgJRj8WyYLkzdDYiGfwbWzcLLoDxcVyCePHCxfNi4mRiROewxuERiPzVq8XqzU+Hm+rD6dDpU2XybrCRCoqQrchmIGK34/W5WDd535+9wctWwoMVFSo/OlP8v2KInw7IV5hyxtOCr91MOtXRj5fpWC0aKgtthMVD7lxNcT62rjmTJUTPvuzWMlXXiF90xyODk10k9QJTZrU8/yRad0xZD3g80kkLEiaamrg73+H8rLJXPere8ls2YFaU0ltaiaBIQVsXO/nZ7lpJLBJnCJ1dbLXXXKJ/OHBg7JGcnNlEebm9lSeUNU+azy12j7Spj0eWTPPPCNeEZ+P5GFf8NC9t/P7f8RRVuQRnXgkOLRoURjZys6Gu+7CsesglZ8eQp2jp1KbztK39dTZjNBczcuP2Rh1x8nkVD0X+k6XS3K+Cgp+FNGmnBy5TzExMsc0mtAwmkz/dSXLAxjAUaHfpOnOO+/kkksuoaKiAr/fzzvvvMO+fft46aWX+LCvJjTHgKKiIqqrq5k3b17na1FRUUyePJn169f3SZpcLheuMF3H1mDe/f8nGDpUnOjPPRcSLIiJkRYO/eS0A+gFU6aESkIqKsRonzRJjJ0fVQhepxPPam/5P0cBj0f4VpBbdK81ONyyCgSOLK26Z0/ILm1tDZH8Q0UKm7Zqyc4XY+6tt2DCBLF7rrlGolJffCH22eDBoho9cmS3g48aJeGcL74Qg+irr0TePjJSjFGvV+TXW1pkfHQ6UUwLi6AHAws2mxgA6elip3i9kloUCIi92F0XoLIyTE3YZoOWFgx2G4pqwueOoH1PM+nP/p7fnXEO39Yks70inrh4OOniAKPL/032FaN57cMIdmx04rfZyB9r4fzzExnx4rWhAvZzz5UFnZwsJ2SzyYl0WCyB2jo+35bEsw+3gcsLTi9tbQr/eFLP3tNO52xPDe2jZjGkuATNww9JWuLQoRJuaGlBKShAPeNMWj3GHrbkeed1GSZhq1FRMq4//Sk8/3ynR8FkhqzhForO+TlFB/wMmrkYy8TJqGvXYNR60E0aK5bXw/fD5ZdL9MbplA0rIwNLkRa9PswBpKqg0XLiHD3nj9lL9MNPQ02VEIhx48RjFDyfMDhqWvnnPxzs2dq1QKW2zM39D+m4N8dOSgdnIlirpdfLubjdcj0aTcjY1utDi8Hn65zsjc0q2jNPw/v0S4Aif+P3gwK6rBSqNWmkNnwOF1/MlvIk7rsvFKn1emWKFhbCH/+YROaSJfDPf4ZO1mCg3ZJIYP5ZePYeQtcmDjCNyYS9HUprITBkCo6KrpFwVQWd2tGF2W6nqdJFe1USm1YHeP5fBsxWDT6fcI3nnoP581VGLs7gm2U2Vi5zc/nlBtasEr5qd+twuwOct9DNxOrPZT42NMjm8NvfyqLMyxOjPiurT7lQl+vwqczh5Zjl5cKF2tsVfvtELtH6RCLNPho+8xPwwx/u8mNo7RB90GhCZCIzE373OwmJV1XJnAp2lO6OwxVi9oXt20VQJSi6o9Gg7ttH/D3Xct/fHmftzmjsMZA7RaZ4j35u8fHsNMXy8Io4XNXNuBx+wAPxIv7i8vgotcWS4/d3Eb5h375uUof/OSQlwS9/2bMfuqrKcu7vkA5gAP8N6DdpOv300/nggw+4++67sVgs3HnnnYwbN44PPviAk0466bidWHWHxZ/UrYN1UlJS53u94S9/+Qt/+MMfjtt5/LdBVcWwz8uTh6ffL7ZVsF/lAL4bjEZJfx8zRhzBOp2QpePeQ68jRQeL5QfPc6iqgldfFRvD45GvP/HEkJ0Oh2/lFBl55Ca9K1aE/t29qftXX0nGS3GxEJSWFiFNwXZe8+aJLRsT08fQREVJCsy0abIIvF4xnn72M/jHP8RCBLE6vV5hY2G1Ag0NQnw++0zOzWwWe3zmTEkr2rBB1tXIkZK6MyyzXTza27fTHHMireUJIhl+qChkFbsb0bmdlJVnMyg9Ec9jjzMxNZ65J00i2VOG+uE2jGYNw3VfcvvwMVTPn0DA7iRh56tEuE+AmdNh4SlyvsXFMje+/VZOqKhI0u0WLoQxYyiv0fL6iw65HoMRv1Yv9r8dPnjbxdTZGfz7BSN3nTKTKPVRNC+/DKmp+GbMwm8w4S0pR2l3Y7XUcO2VLjbt0ON2K0yeHNaPzOcTr4zXKzfbapVQRW6uhLqrq1FHjCB2wmSalUFQuB/7Q1+izYkn+tLz0GkDch3PPCMDPnasDGgw3RDhs9dcI2J0DgdgNJA0IoGzh60mbenjqPU1Ej0IRoFAyFM3SbqSMoXtq3q30hurPRwoUkmZ2fHC5MlCHidNgvXrQx/0ejtrpjrJGQiRmjwZioqIrt7HKt0JTPi5D8/b7+NragOzCdOJ46g/5SLMiSlw/fW0J+Tw5u/B5+mYG2FS1o2NkrKaedJcmWTvvANOJ/vnX82T72Zx9kmD0K+5F1+bjahIyMySobecMo0vGobQ2Cge/m++6eiZmu7AWFMhBWZ+PwmjE1D0Opa+6QG7H6fGTEysSl2dfP7LL+Hkk400BnTs3ODlzBQvt/wWiiusBNAwdbiF5BcfxXJwV0hRrrRUfjIzZd11RGcDAbk9Gk1XHmu1yloOyuJ3R3i5WGWl3M6gMl6zTU9zbSidNCZOJXLTZvllwoSuD7qYGPkBGcvf/EbWf7iFn5Ii+0J/UjAcDkkD1Whk4w8rS1Cbm7C+9y/mR0XBaZfD8L4fvF6Xj9ZqBzhC0c+MbC35C/Iw6MGQ44I9UV03yNjYH7xh6+EwZYr0U167VjIVMzJknywo+GEaxg9gAD80jknLY/r06XzRV3z9P4xbb72VG264ofP31tZWMv4/dHnExw/0BPg+cQyZW0cHp1OM4Y8+EvaSlCS5HaNHH0VDk75hs4mtEBFx+GeuzSZ1BZs3h15zu4XkOBxw/fUh2d++GlaeccaR24aEd5HvTnwcjpAj32Doeb5BO+iwiIgQAzorSwzx8nIx5q+9VlzZu3eLJXfWWUI2OppkuVzwr3/B55+HDtXWJqmEW7dKRtr06VIfsmED7Nji5veXVDL0uTshKQnjgjFoPRa8h0pF/a7DS6xV/PicLuLtZcSdkEf7ht24K+tpXbGZ+LFRWOwtYI4FjwfTjo3kbF4r55iSAgVpoep9kPPevFlONJiHVVEh9Tinn05N/vm02zo87oqCL6DB5YGACl4PFDXHUFkJb+0exiW33o7miUfwlFZi27OUgNGE/oKzUapqIC2TzMduZtjIHJR5cyUapdGILNZ778k5ud1ClM45R8Z79OguEpIaIA8gJRUunS4W87vviMc8SPRcLmHFf/6z/HSQHlWV8c7KkghMW5vKlHRI+v2/0Ozd1VXaTKeTm7J5cyg02YF2hwY/GqBbAV4HGtrDIiJ5eTBrlnzh5Mlyk0HWXny8nPO4cV0PMHUqfP458d8uJ2v0GJ5YOoWTLhtHnMmONyqeL+pyaa8285uLgDho3NXGwbXtUNMAKCL8ERXdGT345hs480yrpNiecAJ1DQoP3BdJpdPAE+uzueymu4ndvgL3jm+pjTGT/vNTiEwey/aHoqivl1KiDz6AjCQXka2VKHW1nTLXZ06ro21TGwnRebQ0+vF7fGg0KonxPuwtXvD5aKzWEGv20RZnZsxkeP09mWaKAr42HafGpeI5tAtNeLBDp5OIZcemePCgCMNs3ChTZuZMWTfp6TKMZ54JTz7Z816YzaFGvyAOmKgo+Zv6emRj6CAqMXEqqeYG8arExspa3rtX9k2LRSZOMO1SVUMnsHu3sNOcHNlf9+yRfNr4eLmXeXldomQtLcKLoqM79qXWVlkDRqNsdCUlXfO19++X+rojFLWkpKmY4kw4yh2oKsy7NI391ZE88bpCS5WD2TMNNMy5iRmOz4nY3pE+e8opPyo2oihCkAoKZAh+BFmDAxjA94ofrQBicofHqKamhpSwws2amhrGHKbi3mAwYDhSF9EB/G/C5ZIHWFGR7OA5OeJ2/THOB49HzjWY3hGsqv3sM0kdCz6Eq6rEGLzsMqkT6KdmaVOTGC4ffyzG/+DBYqcOH977oYqKeu8xAWLMFRcLB4mPF8Xr118Xh7zLJXbLmWeKI/5ImDgRtm/1gd1BtElHtUchoKqg0TB8uNIZDJoy5Tv2bYyLExYXbCayapUY1OPHyxiPHdsld6akpKtSsdstt6iiQqTVMzPFG3/++cJtiza28MFbTvJOPQPtoULS336Y8cPvZMOGOhGsMJtA1aDgR29QGR5VjkFxoUuNx9fchru0Bu1FE1H3dNOy93rly884Q8hQOEaPhiee6F1p44MPUG88DxISobKSAHJvAjodhoRItAYN1jgDpwwv5Z3lGUz+6UyGXuHH0e4j4PGhMerQb1qFYjLh+uB9Apu349sfh/arFVLzlZ8v6nLhOVT798trt9wighq9wWqVSfeLX3RYv8jc3r1bum6Xl0t4b84cISUd4QZVlWXc2ShzZxuUlYrhqNfLB1JSQtHEpUuF4U+bJpZ6VBSRiUY0SbH4Kut6npcCiXlhYRCTSUibqkoh3dlny/hrNHL+dnvP3NOcHLjjDnj3XU6sfxfD+WfwxucJlNniMCdHMGuWwmWLOqKvZWVov96BsTGJdlsHibPZwFIPgwaD0dg1uzAlhYMlUNkEaGQ9P/hBPpkZeWTNsuHy6zgvx0Benoi4lZSAXuvnxcftPHdvLY0NdaA3YByRyOmz2zix7GkORC9B31RDRHQqdn+AaKWZGKuTJq2Jxgawaj1MSa3gzltSePermC6Xu+5bK8lzfkr+GcPhy7BNZcGCzkKkAwdEYDDYaxSE369dK8qaaWnCX1pbpSVaUIEtJQWuuKJr+uegQUJWlA4NmJYWlYDfTJTZw+jsFvLqvpbFOHYsvPJK180rMlJClZMnywFUVTauadOEie3bJ2GS8BP96CPZaxctoqZRx9q1kuXrdMrlLVwIQ9NMKMFCxfh4IXFVVfIhrVacCyeddMRu5ZnZGs7+dSIv3dbIhAXxLPvGyvo1XtDrScky0lpYzJM7Pdh+sYCz00tQpk6R837nHRm0ggIZrL7EaerrQyH57+BwO1oMEKYB/P+AfpOmmJgYlMOsjsbeilePATk5OSQnJ7Ns2bJOktTa2sqGDRu46qqrjst3DODoUFsrqRSqKqloR+Xp/6HR3i4Pk6VLQ953jUaKXn7ykyM+wH5Q2GziCn7jjVBqh04n3smXXuqpMgFSMT52bL/arLe1SX32smWh12prhfzcdJM4Vbujvr73rwfJcAmXtE9Pl8DNT34iz+bISHHcHg3GDXeS4Kmjbl8tlugYMpITKSvyobEYOP00A8tXKOTmhur8vxNmzJAL+/BDMXjr6mSO/PKXPfIM6+u7ClzU1clrHk8oepuSInb56acHSPB62LFRR8OcJJKevQWDRsPFj/6a6rUmSvY5ZTAtFowWDVfeYGGwcTeqUU/u+FhIGYbWYkS/byfKbbdJAVeHjDQWi0gMO51djToQA6ixsXfS5PeT5islbthgGtxuqK8nYDRijbOilJejNWmIK7Zhffw5br3wJ3y0YyEZp51E2aursR7aTka6n8CwEbh27cfzoWQT+NvqYeggIfO/+EXvPcB8PmHQw4f3vtbq62V9ZmfLebe3y421WCRqdd118rmaGhFzuPvu3ud6ICA3w2iUNRMZKespOG4mk7DcYNrfxReTla1l0qkprH/VDu1hSoGKQvIJWQwa0ZGa1dAgaWYej1iA6eniJdDrxcLfvVsIa285oYMHw3XXYaypYVogwKjzk2i26dDpJGOs85G5fDnJWzczbdbP+fTdsMiXzQ7NTZCcwuzZXQ9d1wvXKy1TKC0TMZT5HQJrSUkd62/NOtyvPc/gqaMon5OHzwdJbCcr3o527TYyY1PITlqMww0uvxe1vBSNUU+K2UbOMBMnj24nseZfVN5Tzfjz/sSBA10XdUxONNXD59KWOhOT3kdGjgadURapzycOmu5TFoTQbdwopCkyUkrzpk6V6wsqwHdP6w2WS33xhRxz/35wu1Xi4gz8+qZ4IgctkXn02GM9vT2trVJwc++9Ml/WrJGF6/FIKmhycs/Nzu+HF16gPn8qf38lkR07Qm+tXCl75223RTLm1FPFcaGq8kCMjJTjajSiXHoUaR6qCguXGEmMzKGkxsCTbwQwWzUkJXmJiVFQNZlgs7F0vYYpf/sDGTWbZTDCezyNHg1XX901LbG6Wjw/y5YJucrNlTzi0aMHGgUNYADfEf1eQQ8//HDnvwOBAFdddRV33303id1bmx8F2tvbORCW31NUVMS2bduIjY0lMzOT6667jnvuuYe8vLxOyfHU1NQuvZwG8P3B7RZBrFdeCTmH09PFEfcjaRcRwtatIiUdDp9PDLWcHEm5+bFg2zYpGgqHxyNGWXV173l/TqcYq/0gTYcOdSVMQXi9QqYKCnp+1ZFS+7u/r9UeRbPQXpBxcCW3/zqVN79IZOMndSQpLsYtyWDBYj8ul43rr7eSn99THO6YEBkpqUMzZohRrtOJ5dZdepiuQckgv1IUsUlsNrHHg9Ns7RqYNj6KE5eY0Gx/W170+cja8yl3zfFQuGQSh6pVolNVhma0k00x6p1/IRCfgKWqBkUBTXKihOzGjpW0svJymQuJiTJPnn225/UoymGlz5PsRVx+xTAefiALd0IiJrsT/95CPIqOn1xkwf/RW3hbbHgff5GF98ZSrU7i8cJ5XHXZVFyNm/DedBsAnoWnUz3yZDyKjjilkYzqjVBbT8OJZ2LwtBG1b2PXiv6DB2Wj6I001dTIj1YK3TEahTgFC1sOHRKL32QS63jDhi5zPRCQw9dVZ5E1ZiHa7ZuJ0Dkwqe5QtDZYYFhYKMbrRx/BzJkYcnO55AojHn8eW1bZ8Le2g0ZD1ugorvmNkaQ0jay9Rx6RNdbaKqS0oEAia2+8ETKu163rO5qm1XaGRSOByHAC0NYm5+V0og4r4LSYVvbstlKyP0zmtL6ehZckMGxY18fy4eoDVbXbcFdX0/7wM1TtbCT5y0fJb2wFr1cyuuIt8MvLiX/9Na66fAZ//dCF3RdACZhQGhvRtPm56to4hjq34qs/RJutjTxDKRAiTWedJVP0X/8Ch0OLTqdlyhSpd0xLk9u/aVPf57typQSlDAY596ysvvePYKbyBx9IENFiEaIVDMqnpamAUYjt6tW9H8ThkJTN7du7dps+eFD22uuvl3kSTkS0Wvbs8nUhTOGH+/e/If/6aZhn7JLINch802olG+BwHc67wRKtZ+ZZ8bz+qpthY6SXmVanSn8nRYWoKNqB+qYmMh5/vCfJ275d6hovvVT2hcZGUQ0MdjEGGcTdu/v2lA1gAAM4avSbNF1yySVdfr/mmms466yzyM3N7feXb9q0idlhbrVgLdIll1zCCy+8wG9/+1tsNhu//OUvaW5uZtq0aXz66acDPZp+IGzbJnZE+POkvPxH1S5C4HTKg68vfPihFHb/GPTWHQ6xAnpDICBGZHR0V8Wk8Pf7gfDnZndUVkpGSXfSlJUlRKWuDrnxwR4mbhdJeVFkRWqA7xhqbG6GkhIGff4MNzo8VF2wCJ9GT3zx40R83CwEZ8pJvY/BsUKrFY/rEfapjIzQ9fv9wl+CZRSBQNeabJcb1m9QmT7LRPzeMMnuVatISE0l4dW/MzUzU+7nGWcIAdLpUJyOUO1/c7Pk+512GsTG4owQlmg0IvN1zx7Jfwzee5NJCNbGjb13slYUyM7mxAKIjdXw5ZcW9q5oISLOypwT7ER89Sb2b8VRpeAncfWbMC6NtiIb/u2H8DkOgVZD5XV/49mPktnzvg1VA+boHE46eyzTtBbufbUda7SGBSfPYKp+M3Fr3pPv1uv7rrcI3kuTSSzm1taug6mqoq5S1dGVeNMmCTNqNAQCktr18MPg80bwf7MuIXpLOUpVDSOy/fIQ02rF4755c+gcXC6JQOXmkpYGN92mp/gCPc3NMZjNYuQ3NsLKz50YitxkDJ1LmuNDcba0tIhG/MKF4iH65hv5jogIWb8FBUdfkL9vn3SB3rlT7qeqknHaafzu+nPZdcDI5h16zEY/U6b4yV/sJiKi62M5NzespqcbRozoSjqcBys4+E0jXi8kxMRDYytoNPh8Puz1NqwaLWpLCxOqP+Qv949mw0c17FvfROpELzOGN5K/9C40NRVorruOTNuHxGU5mTNHHGizZws3+eqr0Pd5PMIbmprg5puPPBSKcnTOtkBA6gr/+c/Q1G9pkdrCiy/uWveEw3F4uc79+0ORyCD8/o6bv1Kizfv2hd5LSemiAQIBiQTabeBys6dOR825enKuuEJaGuzeHUrfzMnp/3NGUYiINWA8zLaqa6rpe/9fvlyYaHKy1HT1tvF7veKoGzZsoLv9AAbwHfCdYrVerxePx4PmGAsTZ82aReAwhqCiKNx9993cfffdx3qKAzhGOBySbx5OmIJwuSSC8SNpFyEne7i00MZG+cyPhTT1Zv2AGGE6nRht3QmDwfAdi3t6ord7l5QkDR3vv89P68H6ziLn6AQt1y6qJf5vL0gq1XdhzA6HkIXVq9EBmZu6dbkcNEgig/+BWrTERPjVr+D++8VQ1OuFwDidouj3wguhz5pMChpFx8b1Ti5IGkwEW+WNbdskDe3KK4WwO51yEK1WIhcej4QPtFqZky0t2PeV8ll1LCtXyiFmzYJJkxJJveYaqewvL5fxyMkRN7vTKSlJ+fnCfD0eKSYZNw6ys9FoxKAenu+l1vkp3m/3UvFUIc0NkhJmsQRITfThOVBCavFGFswfQsDuxBsZQ+vF/8d9z8dTU2JDUUFRFVodOl553ktbShrW+GLKdrfz9H7YO38iV4xtJnLrSrFk+9LdT04WRlpWJtdQVCSRJlWVE124UEhUMIwXGdm5BkpL4dFHg3axwhNf5HHOubeS4z+E07MD87SpqOmpYgB7vV3rN8JS6czmkDhfQ4NE0FesAF+tDQ66iUoYxFU33MZU7Tco5WUSwVixQkLr5eWShmWxyP2trT269VhZCX/9aygHLSpK/vb110lWFJJ1OubGuOW89VMhsWeUIjlZggQPPthVcS4/XzJMw7c1R6unkz+0EklUdCT+5g7iRABfQEWdOBHlpxeT17qTvH2PgbYVilrgizBVl2XL0I0YQvTgeK4/VV4qLOzaziscO3bIcI0cKdMgXEglHLNmHZ0YaGmp2Pi9mQdvvCFB2U7/h9Uqg9DeLnuL3y9jbTTKAazWnj0S9Hr5zIYNsrDDSROgWsMGtaUFysqhplrEXTQKysp2aI2Vurl+RJb6Qn5+DyG+TmRlQXrr7r7/uK0tRBq3bev7c6WlMvcGSNMABnDM6Ddpev/99wFwOBy89dZbREVFkTnQ+vh/Di0tYi/3hX37fjw8pLORUNBL3R0ZGT+emiarVdLCetPb3blT5G/D9biDOOecfrcYHzlSUkl6Q3p63zL0Y8bAvbe2sPeTcqqqtaQm+ykwlZD+1VtifPzzn/D73x/7mBqNffdMAfj6azGA/kMCHhMmiK7Bt99KwCMiQk75hReE62m14lhOSgKrVYPf58c9dBR82mHwm0wiHpCfL/dz5kxJ+xo/PtTpNqzow+GEwu12ngsLlh48KA7km2+2kjZiRM/OyVOnCql4/nmJskZFSROlRYu61DopOi2Rrnr2r9lLlBUS4wACeBxeWspaGTwjBd36NZzm3kzbvDNoeX0zh2ZdTk1JJaqqoKoBAqoOpwOU7GReeM7HL36eQVlRMTgcrPrMxcl/OJHRFXukuK2vmomYGEkhCjYdzs8X0YchQ0ICDklJQp7WrJFC+g5WX1QkqZGd46VaeHHdEEz2OK66qIAJX95LxNrVEo4JJ0zx8SH1tG749FMJ8AHgcoKq0qKJ46E/N5HwcwuDH3ucQHYO6s9/jpKeLscxm4Wg9ifiu29fqChJUfDFJeCvbcLj8MBbH6Jefx3ql5+jT44TgQIQ4/bAAXH2pKfDoEEMG5bAX/4ixKS1VS4tK6un/dtuTUK1mPDbHFQ36lHjcoiIaUZpqAdFwT96DFx0njCOP/xBjOjSUvkujSbkrPn6a9lzwjqUNjb23dAahB+OHi23cNOmnn6s3FxZW0eDqqqQQER3uFzCYTtJU3q6KEs8+qisq0BA5mFSkkSRkpK6TiCQBZ2S0nvxlcXC1DkmVm7t+LKq6i7Nr0ZNMZO09iV4/lvZYI9DykV2tmwVTz/d1VFptUoZYfT+3pUfASHvQfWQw0U/VfX4Ru8HMID/D9Fv0hSsJzIajYwYMYKlS5ceVhhiAP+dMBrFWOyriWmfPXL+E9Dp5Em9cWPP0JiqwuLFx36yfr/kvvv9Eh34ripEer1EDrZv72l8VVaK6/jEEyU1qKZGcsVOO01SsvpZxJubG+rxGg6dTvqQHk4yPaNkLRkbXxRDsdTWNf1l/36xWo7VWNDpehcxADGUzeZQf6P/EIKZfPPmCb976y25PXq9rIvMzKAgisKQ8ZFEnj4XNn8hUcSgTnpzMwwZgtccQWHkJDZFpVFZq2VwtpexU2vIXf8vaGqisUVDIz1vRlGRpKWdc04vJ7h9u9QuuN1i/KmqMIHyculHEyyEURRMp57E4NXrqK7009AAAa+fCKOP3CwflnEF8N57RNXVEaWz4xqTwYoaI9q8HJTaWnDY8UVGEYhOp6bVSHODF8Xtg5RkaGkFr4cdzlhG3333kSMvEyeKof7ll2IRe70ifOJyhYzX6GghVh1KbNCzjxcAFgsOi5nXNroZd9FP4dUnulr0RqNIsfVSa1tVJWUgndAbZLxKSnF4vayvyEBNPAHnrmoiyj4g/tG7sPziFzIBCgvF29DaKn9TVSXeo4iIUAfkcIR5ntxuKK+zEJmcL+lWTS34vAZaRp5C8mULMAUbLD38cNeLTk+Hm24iITf3iDV+trhM9OecjvP5f0MAKhsMaLVJWKMTMJ46D83w2aTlmuT8g9L78fES2aurC4VWY2MlLBe23x1p67OKLgWDBolPZcUKCeRotRJhmjr16BuAHxUvDdbJeb0SvZw5UxwIHk9H5E4vG11fJ56QIAs8yM5MJjnGGWdQYNIzcSJs/MLexRlnidJy7vxmTI+ulHm7fft3Ik319bKdFhbKMr71Vjlkba0cdty4DnJoHSf1ue3toWwEv1/m3ty54qQJqoJ2OLZ7oKCg1zrOAQxgAEePfpMmf2/5WgP4n0N0tKRJhzelD8cpp/zIhHhGjpSahpdeChlgUVFSH3Os6RMlJfIAWr9eLJ6gBPGoUX177Lxeyf1RFHmI9eZQGD1ayNGrr4YaFlmtcOGFYqgYDBLusduFQBwjUbNaxWYYNkyMxNbWkOR4WA/R3tHWJilg4b1wwuF29/56X2hpkRPQ68WQnTkz1FMlSJB0OmEjkyZ9T02w+g+rVWySmBghMS6X3I4gBzcYJLijKxgkxu7u3RIliIuDpCT869azcncKjz7vx9voB2cra3Q63oxK4OYbf82ILx6ifdQ4Vh1Kh9YWUXdT1Y6UIxMrV2pYsKBbUK+lReaO1yufDXcI7Nwp0Y3wgu9hw7BcfRk5L7+Cq9UFDg8afChjTySg06MEIyHvvovh0ktJzDKi6LxCgnw+vNHJHNgFPpcHnQ40ih8amiBvMKgatMnA0WSOKoqQoYICMfJuv10ISLsIM6DRyEAvXw5z5uBwyJirqnDBiAjh2qF9R6HRZqB1whyihqULwywtlSjW5Ml9dmC227vqV2C1QksLAY8XZ8DA3oNaxusisLdVoBk3Dn3Aje+eP6HZu1vmaHa2EL+zzxYBmtJSObH588XBEa7cEMZympvFSK7HgsWcQ2SuH3v+FB5bPpyTD6kstpb2JEwgF//MM/C73/XtbOhAUoqGDzJOY+QNCagfLMVTXocmMRr7gkUcyJ/JrNSOvWTlStkMAgEhS2azEA9FkXswc2YPhYagAENpac/vjYzsEpTq7PZw1lm9iFUcBVJT5ZR6izYZdD7SqYJb7pABbeqQD7z2WhHpaGmRNdHWJt6OW2+VObd3b9cDBaOf8fEiW67XyxerKrFImu7GwQE++7sBp13H6FEB5oysY8jLd4WcSAcP9u/CwlBWBg880PUQWq1cxs9+1u35OmiQ3P+tW+W5ZDLJB1RVnk9798rvP/2pEMHOMGoHLBZ5Fh5h/gxgAAM4PH5MZu8AfmQ48UTZi8Pz2FVVVLxHjvzPnVev0OkkrDJihHiEAwF5AB6ta7M7KipE+jg85e/bb2VAfvc7ifx0x/79ore7ebMM1KRJwjy7iw8ELe3Ro0PyzWlpXT3VJtNx6a0RHS3P0KlTQ81tj4rsDhrU93tW69GTGodDvOfBUI3VKsXTJ54oFeUxMULMFEU83DExx9SPqhOVlaH7n5Ii4/odI+EajaQV3Xef1MHs3y+vDx4sPLczKJKWJj8nnSTk5fbbKT35Fzz1gBevvVl6JzU1gcuFrQWeeNHMn264iv2NeWx6sBKamkNfqiiQloYvNQm/v1vNaF2dsIm+sGlTF9LkVo20TV2MJW8kmpIimirtlHlTWLszAs3eOk6+fiT5r94lF2S1Msx4CIMnBpdH5JS1jlb0WgsOF0ybqaF4Sw3YHeDxohg1PTIHj2pA9+yRfxsM8hNONA4dwlNcwRtbCnjnHQlQpaVJIDkmRmz5IE+cOxdS0rWgHXYUngCB2Sz+lE7iZDSC14tPq8fdFiAz1Yt3Xyv6QelkXnAi/OlP+PYdQNFoUVVVLPmgqMOttwqLsNkkEuB0Sj5VcP52RGu87Y4uWgQ2u4J/8lRe/zqfohKV5cvhFMMBtL2G1RAyXlp6xKhGTAzMXBzBSy+dTNzCiSRb2ml0mmjVxXPurI506vp6KVidNEnU49xuiVo4nUJYXS4hhN32n5gYIRJ//WuIp4B87JprhFSFQ1Ho2nOqH8jIEEW+8JZ1QZy9oJ2MNx8M1Yba7bKP/va3cj+6S4Y6HKJQuX69vOfxyIKeMye0z/UiURgfDwtGlDNz6Ct4Ahoii3egfLmn6wV2v+ijhNcrtVndOZfXK7w5MbHbdK6ulj3066/lPgUdJhddFMqD9HrhuedkHMaPl8Ky1lZ5zkyfLuu7vV1yPGtqZDJkZR37M3IAA/j/EP22TJYsWXLY9995551jPpkB/LgQHy8PyVNOkWe2VhsSCPoBeuUdG1JSjk8KwtatvddIud1SrD5kSNeCrsJCST0Kz2f89FMxYO+6q6sbFkIP3GN86PYXZnM/688GD+7dOwuiBJeeLq7z1lYxOvtqObB8OTz5ZOj3xkapA6isFAPn/felv4rDIQbMvHlikPr98vvRTrSgjFew8AjE/X3++XLM76i4qSjCkwcPFnsjEJAgSRcP+sGDYtnv3i3Xs2gRdboMHLYOr3RdLViskJoCJjNVWg0Vg4ZTtaeuK2EC+YLSEiZfZCLK6YbIxBD5Czbq7Cvq31HXcPCg2ImbN0N0tJaMjEHYbINQfS4+v/9b/FFacMayZg385e5HyNnxPjz/PLlT9nHNVTfw2F/acFRVoR00iMxMCzq9yuwpTj5+vBV0RlBVFi06oiBh73A4xPgLBHpV3Wtu8PLWW/LvjRslOpqQIClfDQ0SRDrlFMm87Y1fNzeLivnBg8LT8/JkCWq1sj0sXCitzzphNOIJaDFGKozObMbdZCP10nlo6yph82YC5gj8Wr2oHup0YrBbrXIywZCIRiODfcopIbn07Gy47jr8DzyCzx+qqzGMGEzZrJ+y4xOp2/P5wN8QxkS6I6hkGYa2NiF+RmPXtkBZWdKHuKQkhvb2GIZFymudS8nhkD9yuSQiUVws1xMdLSmNY8b0rKHrwPDh8Oc/C18sKZE1MGxYvzohHBVUVQJ3SUmipVJdLfd/8QIvY3e8g664MPThYB2P3S5CCEHBEZC1YjDIiZ55pjg0fD7ZG47GmTJ4MOYEi2QwdEd6ukQ0jwHl5XRT6AvB55Np1Emagq0zNm2SgQmqrNrtIgbzxz9K5DlYt/Xqq1KUecIJQqSCe19VlRRNhWvCR0dLhsakST8SVacBDODHjX6TpnfffZeIiAhOP/30Y1bNG8B/DyIixFF1HASC/jMIBCRdassWeVLl5MjFHC6SEtQ47gv79omRERRm8PlC+W/dUV8vx+pOmo6AsjLJbd+6VTy806ZJ1tEPJrwRGyt5Im+9JaFGl0teO/NMiRKtWAFvvy0P4shIsXDmzevaWKmysm8lilWr5PM33SSEc8sWscReeUXG3+0WwnP66Ud30Tt3wj/+0bUWqrVVjIT4+L576/QTERF9pBpt3SoueJtNyMDu3aDXk/Xb+0kdN5GKvW0odrt4ev1+GDYUVA0em4t5WYWsTrDQXNchneX3g8tFbLzCrOjt8MgXcvNPO03+vrFRrMm9e2Vsuhd/T5nC5s2hbJ6gp95gEJt41y49U386mDXPFYLRiC0qjRZNG771G9AkJaG2tjBjx+Nk3ryI/bVRtDiryJyqIcLiZ8UHbaQPNhE3MoVTL9VRUHAMc3L/fiFKu3bJyUVECJOJjJTLj4tnR3VoHvn94n8YPFimi8kUcpyH23n19RKM8fmkj9C+fSEuptNJr+CTTpJ/z5/jpqHCy/LPfHhVHcREE2Or5/JLfJhffhp3ezsmkwJtraDT4fZrMIEcMJia6vUKczGZaBh3EoXmkRwo1hO1NoahviBJU2DKFDR/SyNyxUEai1vxJqXzdWsun34W28l7MzNBm3WYHEe9vlP1wW4Xu/ftt2WJGQzC0+bNC4m7WCyHCbxZLLIebr9d1nWQVCiK5GP/+c+HFQwI6mJ83zAa5TTHjpVlZTKBqbkOnugmzWe1hpwI+/bBlCkh0lRQ0NUxFSy8Ohr4/XKPr7pKiGawcbpOJ8+R3/9e1uUxwO0+vEp6l24CFRUSlff7Q8IdbW0y0evqZC9evFjOz+2W/cFmkwdH0KPg9Yqzr3sTreZmkWX8y1+O0fsxgAH8/4V+k6YvvviCG2+8kc2bN3PfffexaNGi7+O8BjCA745AQKr4H3oo9IT66iux8m66qW8pJ0U5fIRDp+vqGW9sFOu0L6xbJ8b/UT6wDxyQzMBwZfLPPpPGjkuW/IDEKT1dvJBLlsj4RUZKROnddyUNJIiGBrFSi4vl80FWUVfXuzpVEPv2SX3YsmX4du2lZPSpFEWfhcsFWYkOsneuwjKs8MiM3euVAepNPCIQkGjW6NHfX3i0qUnIWdDTq9Hgik+j0WHE+88Xmb14GPfsyiAh2Yu1oRT0OlAUiRBEechZ/k/uuvanfPxNPJvWe1FdDs651Mr0IXVEVOyTlKymJonavfmmGEYLFoQktnNzQ97kuXOpjS3gkTuEU4WnNjU2whNPwIUXKhgSo9AV5OAprUHnbMV/4BBurQVTpBAwpbaGnMqnyWlsFKKW9yt4+VOG5g7G87sz0Oqb0GzcCd8aZB0NGnR08/vQoVCTtwkTRCmgpUW+Iz8fIiMJnHMuX32d1OXPAgHh1oWF8jULFnQlTDt2SE+5YNre228Lx8jMFE7g8cBTTwmRGaYrJO6FF/ilV8PJP5lFrSsafUosSdEWmi69EXe1WKwBRQW3F398AoEGG6qqiOEaXPuKQiA9nZLsmTz0ZhoHd7lQ8MAmFd07UrY4dy7odAqanCycziz+sQqatncNEgZJj5o4qO+ioVmzOmuMli2T6Wa3iw0dnBpnnCHLb+jQIwQNYmJk7QX3RJcr9G9VFYfG4sU/mvqXYAYnAA6D7C/BWlCQdZ2dLftPbGyoDjMhQZjysVzH3r0Shdu5UzbcBQvg8stlc46MlEHOzDzm6ExUlJxqX50yCgrCfnE45MduD5FBjSa035WVyXgMHy7Pofj4nmuxvDzUiLc77HZxYPyXkKb6evGvbdwo6/2EEzq3jgEM4HtHv0nT3Llz2bp1Ky+88AJXXHEFBQUFPPjgg4waNer7OL8BDODYUVEBjz/e06Vnt8vr997bd1rZnDmyK/eGE04QT38Qqtp3U0/oKuV7BLhckl3RWyun118X2/8HrSfTartKnZeX05k31R3r1kmtVnAvOFJdkskE1dV4Siv5MvcKnr3fg8suhoCi6Jl20mIuK2kn4UhRTrv98Pr4FRWdEYHvBeXl8tMBV0DHoaZo2mocRCXYKNAdwtaWQlODhrzBWUREKKCoLFwIGZlATAyD17zIr9MyqD83A2t2POZ3/4Vyz8cSgfH5ZExnzw4Rs1WrRCWvpERy0KKixPIeOZKyOiNlZb0X0dfViQ25Y6dK8vAEyswxqFofmKqEeIVPY61WLDujUSIRP/kJ6qhRGF55RcKgTqdY/6++KhJ/F1545Ir/NWuESG/YIGGfwYNDtRfR0XD99aiTJpNa2rcfIjOza61MebkICZpMojb2l78IyWpqkqUX1Dfw+2H9V06GlT4LbW0YdDqGrHiKITt3gteL97e34v7Trdg/X4Pa3op90AhY+Qn6xWdhfO1FVEWRA6sq6HT4x4ylyR/NC8vS2brOiUYLxhgTWpOpC0kLGsAFBdIDLRgFAzH2LrigIyrktIqR/9xzEqk0GOSiZs0SOXmtlooKCd46HEIgw7e2t9+WqIzPd4Q9ItjXLjNTNhqHQ64rKMTS1CT34wckTTU1wk82bBBDeNo04SU9aqJiY2WeP/986DVFCSmbXnihOHEWLpQBP5Z6ne3bxWvlcIReKyyUCPtVVx2xUKuhQZapxdJrqRQgj48lS3oXWoqN7ZYdabUKI6iqCnlB9PpQxDMzU2ppr7lGfj/99J5a9Hb74UNbYZLq/UVjo6xBl0v4WkbG9ycSVVUlPtBgSSSIv2z2bGmnFnOYBsEDGMDxwDFNbUVRuOyyyzjvvPO4//77mTFjBkuWLOGee+4hdaCocAA/FpSW9q2ZXlcnHrq+SNPw4fLk7t7NMSmpp1BBXJw8UPuq55sz56jDQxUVh+9P+M03/2ERjrq6vscUxIAPkqa0tL495xqNGDUuF/vyTuXJP7jwhwWKAgFY/bmT9KEpXHDaEc4pWNQRRly6ICbm+w3PdVMSbGuDNocO9F5a6jwk6ds490IN77zpp6rFTOYIHT+9TAzm1jaV2DPPhHffReP3kpQfDR8slUIOjUYMpvp6Mdp27xaRgbVrhXgEU3H8fhmDV14BgwHn+f9AVWNQFKVLpEmvl4iL2y0f9/kArRYXWjSDc9CvV4FudVJabah2Iz1dasbWrZN7GpT4VhQJYQ0fLnlzfcFuDzki/H4hSykpomBmMAgJGzoUxWRk1iyJnoTbrSB8pXu01VlWy5VDd2PY9g1OZQGJhnR00Vbqm3U0NgrfC34+OtAo1vjq1TJ2o0aJh/2LL9De9xdSbrmH1QVz+GazhqYnXfzqolNIL16F7heXwqefyPx3ufD/6te0xedwoMbKmk/tBHzg0+lpi81G49ARqZPh2bIlRJoURUhdfr7U6ACkJPqwNJbBl4WdjaQpKBAWZTaLl2TEiM79prZWll9LS+82cEmJcJ4hQw7TZSGoyulwiGWfnCwfDsqNR0X9oA34ysulmfShQ6HXVq6EGTOEQ/YwhGfMENYZ3utNo4FLLhEi/l3Ins0m66j7xANZd3PnijJJL+jo18377wtxio+XR8X06b3zrDlzZD0uXSr3VFVlal52Wbf0x9RUiXTt2hV6LdgY22QSR0UwZHX22ZKe2B3BBsB9Nb86xl6b27bJ0g9yLqNR+OoZZxwdgWlokABhY6OQxezsvokmyJ4QTpiCWLFC1tasWf2+hAEMoF/oN2l65JFHuvweHR3NlVdeyWOPPcabb75JW1/qPwMYwA+NvuSyj+b9mBjJr5k6VfJhHA55GI0f37t4w9y5omzU3WM3eHC/ioV9vsM3kAzPSvmP4Eh1jOENaaOjRTv3r3/t+bC+4AJ5QjqdrNrtwe9roTd8ttbC3Jqugb0e0OvlSd0X2zz11P7VMvQXiYliqHVEgRobEAvIZAa9l0p9Dm21Lq6+KZKYJB35+SqrV8PLz7rQ11Uze2wEM5PHkfbEHWJ1fPONGEpWayhc4nYLo9ZoxGDKzhaL/MMP5RwKCsQb7XKRULUDizqBiAhLF36r10NqvIs5o9sZ3LaVSnc8mzOyWL8nhshR2WhOXQQffND12hRF7lVamljsH34oyn3hbCwQEBbw9tviaOgrZUmr7dmwuKoqJLiSmNgZkR0yRETAnn8+xLkTEiSQMGZM2N9XVGB+5AEalxfiALTRCSQ7fWicESjRmdQ16zrX04mj2phR9Qa88DexVkGamCUliaX6hz8QUbaHhe/+mcmTF+AeFE1MSQvGoTli3f3mN3J/0tI45Ezh4Pp6IofG44kGxWjGobVSWWfBbJexVhS6KOYFYbUEGGyplv1nW5mEpDZuFCak00mT4OhoUQPYsQPuuKPT6tZoZLj7SusyGMS2rqvro21WZSVtH66kbNovcEdMJ9ZTTcZXr6A0NYX+YPHiY5e96ycCAeHO4YQpiFWrZOucMaPbG/Hx8Otfy5rf3SEDP3y4rInvGk2urg6FAXvDN9/0SppcLskECC5HkGn91FMyBy6+uGfpYUSE3OopU+R+6vXyaOnBVxVFrrWiQoQfgmx5yBAhih99JEIOM2cKI++twW16ujyjuq9vkH0jrC/a0aKoSLb28GeS0ym+w+C1HQ6FhRI1CmYcglz/9df33i2gvl5IU1/4/HPxXR6uv+8ABvBd0W/S9NBDD/X6eny4fM8ABvBjQHJy3ypjWm3fUaYgYmLETTh9ujzdD5e/npkpxs0338jTXlXFlThhQqg6+ygQGyvO996E+yAUxPmPIT297xPUans+7caNg3vuEa/wzp1ioM6ZIy7VjmKFcm8A6IU06XU0eyKOyH0B8chfcIHo+AatZI1GCFMvRk6Qwx0Xh3p6uoQ/Xn4ZAFUD1ggABd+4qXzZMoxSRySVa8Ue/fOfO2rMa9tx2iPZ/0kUK4ek8/tbI0lpKxTDLSjTF5QWjoiQ/9fXy0kPGiRNXoLXGRb5zCr8gjmTh9PqsbB/vxxCq4Xs+DZmDCon7aOl+Datx9QKp03J48Lb/o/o9HhxEBiNBLZspXzQTOotWehy0sgYGUOUoghxKyvru/NoZaVEGm02Od+MjK4WjF4vcvN9GaUzZ3bKwCmKLJ3Bg+WwPp9MnR5L9vPP0RWFlNSUVV+xZMlYnni4gZjB0TRp4zpbQJ2UuQ/Lc++GnCWqKj9FRUJa5s8XMlVZSdzSZzsGMwv2JUkqb26unMjLL/PCl3FsX6My/+dmbBYrleV+fP4APhO0tYvt3tgofYqKi8N0YCorJZXqq6/kPgcN4ro6SQvzeETW74YbhDTv2ycH6KjrS0sTPt3bEOp0Qiz37u0jGzgQYM9WJ8+8OZzCIh8oQ7C0RbJ4yV841fY6UcXfSppleI+v44zWVonI6PWyLdbWSlSpL3z+uZxOj3SvyMiQQpHDIeNaWirz53ChiiMhEDh8Z90+FCtLSkSspDd8+KEQv8GDe38/2KngsIiNlZqq9HSZKzqdhLRXrpQ59LOfHZ74qKqI+LS3SzgsuEcmJ0sh3DFEmrZu7duJ9/774j/p69HX2CgpteGECeT3v/9dyh67R6o8nsP7OdvbZXkOkKYBfJ/oN2kqOlx/kAEM4MeErCxx4/WmhDd3bo/mjYfF0RT8BmWlFi7s2XT0KBEXJ+ULDz/c89mdmXnUrWi+P8TGSgTuvvu6prCoqjRW7E0lMC9Pfvz+Xq25IRMi2LE5RwwflwsUIDIK0tNIyjYdXZDIbBbX5oQJYmT6/XIu2dldohtlZSL1u3q13NKZM6VE7YhGy+GgKHR2oP3Xv8g07seNH045hdbpJxNzwIWqimN4zRqxVxztPkqK9diavQSAwiINJ8ycxZIhMUQZjWJNGgzy4aD4QHS0sIbCQvnOIPOLj5cISHs7eDwYdmzmwl/uJjJ1Iu99ZqS4WCHW6uT0kRWcnrWNmI/Xo8aL8a23FaK88pi4aJ9+mrZRJ/JxzC9Z+owfm0sHFg9ZY9z88jodo3KjhQgVF/e8/oQEAoPzcP/+Hmp2NuBTdEQvnobukvOxDg5rATBuHJ7RE3Cs2UTAD3qDnLqSmytrshuio3uWZ3Sitha++gqrVYxqrxc81Y0MLf2MS65cwHufN5KUGIvJpDB5Mgyp+BKzr13GKRCQMTUa5WfZMlER2749dPygYt3FFwthMplECODAAfRaSUPc+lktixdbefwpHT6DEbcLAh31U7GxYuj9/vfSjSDLUi+u9aBCR0VFSETm6qvl92Ax4yefyHh8800XKbW4OElZC2ZrhuPyyyXKNGVK75HZsn12/nKHjaaKDsvTbMaWmMPryz2Yfn4DZ523V/Kbvku0xuWSeWmxdNn/nM5Qu7ayMuGDc+aE+sf1Bbu9b2V9QMby5ZdDbQqSk0V188QTe0Y1jwZJScJuDhzo/f0+UvOqq/vOEPB4Qn6QI8JmExIfzEEbOlSK8iwWYcQzZ0oo56uvZFATEyXaNGWKrEuvVyZeb330EhIkQrd4scwzo1EeKsfo8O5riEAC5IfLiigp6bsMtaRELqU7aYqNlTHcsqX3vxs79jt3lhjAAI6I76lcbwAD+BHAYhFLIj5elJBsNvFQLlggP8dAao4KwZ3b4ZAnQGurWAlZWUeVbz91qthzr78uBobRKDbAmWceIU3th8L48RI9WrtWHu7JyaHo0eHcfH2IYUw5UcOHHyfgjIqSaEaw0a1Gwxln9MNxrNOFCFovKCuT0w7PoCwqknz4W27pqCNob5doyTffyP0bPVqu60hRyaA2f1kZmslTcFQ6qVqxD+erf2LsxJFoZl9LuzmJbdvEG1p4ANwtoSIug0ll7TqVqQUZRN5wA8qTT8rNbm0VQhgZKak38fFihfl8YtDrdBL5czrFcPL74eBB4neu5NLh9Zz0uynYIlIwNDZi+cfjlD9WRK0bUMAarSFrzmAsQWllg4GV/um88ucw9292FiUrGrm3eRB/esBKzrnnStQwXKkwMpKAz4fPbKVqUzW1TTrAQ93TK4gqthF9940k5UhIb3tFPPvSrybn9N2Yvl6BNuAhevF0YmaOwpB29BFZQM7Z5cJkgkGDoeiQTB/P8jVMHFzMlKvPoW1sLtZIDdkRDVhv2S4EJCtL1qXPFzLwzWYZ7+ho6atWVyeEe/JkMVqDBnggAMXFzJ7mYONXUNVsItqh5YLLDLz2ukKrTSEjQ1IIZ86UbcduF6Kelbk/1Pcs2Ew2eMw33pBq9qDISnV1iLx0E9eYOFGcKv/+t2SkxsfLrT90SKbs4sW9L7Ude7U0tWpD0Xe7XX5Ulfde0TH1Bi0px0I0gue7aZOcVFWVeHfOPVdO1mBg1Sp49NGQI6i5WWx/l0uGd+fO0KGCCvQ+nwx/n9t0SYkINoQrdFZXy+DodIevr+sLERHSMPYvf+nJ5saPF89HLziS8MFRCSO0tEg91WefhQYq6JC54AJJmUxPF+Jz5pky2aOiZM967DEZf69XBu+88zojx11gMMg+coxS6eE4XPm62Xx4AnOkKo7e3jcY5LJ37Ahl1wYREXFst3sAA+gv+k2abrjhhsO+/+CDDx7zyQxgAMcdiYmSunDKKaHC5x9CrKSiQlSwNm0SA0VRJH3iiiuO2LPJaBSDa9QosQeCDTm/L0WifkNRQg/eI6UtHgXy8kQB/qmn9NTWioVkMokI1PF8EH71Ve8iUSUlwgPOWdguTPXdd0NvfvGFpML95jdHbk6zbBl88AEaINIFPi/UmcD/7Q5mLt5My4kLWbFCyJvbo4CqQav6yEwPoG+rIarVg+bZl3GNiMX4hz9IrUIwmpeQANddJ3Nn/PhQpOTjj2V+zZ8vBRTl5WJl7t2L0thI+nXXwaWX0lx4gKJdLXg6NCusYwaTMjMfZf1KAhUHUOx26s7/P975ixUIy4Gpq4PERNrKWti61UzOmDHCMF9/XVzNqgpTphAYOhz7+8tobO9q4bZ8uQn/GUXEpg+nrEyy3Nrb4zAYppOZOR1VhfKP4dJEOKUfgV9AXNF5ebBtG1EdKtB2hxjbel055ohKtFM7ioCee1cM+WBRRH6+EAavV4jS1KmisBLsgJuW1rvVl5gIaWkMt2/ihJNns/SbFDY/6yJnqMpFF+iIjpPzKCsNUFoMdruwl/37wdfwbUicUFVlkgeb4hYXdyXmqani5ElK6rFfKIrw88zMUAPjoiJxrEyY0LPksqpKbtWny3Tsc2YSH+MhItCKvqkaAoDfT1OVi7bEQaQcpcpnF9TXS/PXYLooCAv68EO4/37qZ57Fa68pvWa9ffaZtIPbt0+G5LwZFeS2fYthy3o0EWYyE2ZCy7Dea6w2b+69pUEgINL8o0YdW23WuHESHvzwQzkxk0nSSqdO7VPdICND/GK9RVciI4+yh/mmTT1z/AIBWeP5+aFIrEYTOmBFhXiCampCf1NVJcRRVb9XZYQJE6SMsbcI25w5h4/e9xk97kBft23kSNl+/vUvmfuqKq+df/5RRvIGMIDviH6bYVvDdGDXrFnD+PHjMXV4xJSBjtID+DFCUX6YboxB2O2iJRveSDAQEEPi73+HO+88KmmhmJjDfMzvF6+5qkrewvew9vz+kA5Bnw+54/C9iiJ1zDk5YgO43WIrZmSEPOZerxAepzPkie4PgspWfWHVKjgzfQ+6cMIUxMGDQmB++cu+r7ehoUtxRrBfaHw8+AOg2/sFKRfPZdw4gwQbFBWMBjITbehKDuB3uZn+U5XmpzaTtKcd49AMuPnmUJQyMzMUZgzqEaekyE0qKRHDqrxcnALp6dDQQCA5hQOeLDa/o2P33jGkn3gdI1MbiNq8nLQhVvx3301A48Pvs6Fxu2iLm0hd2xQwm4R9AHg6aqpaW9m7NwVOywnpWhsMnXLPrj89QL0zBm83DzB+P/byRiorZTkEjUqXS1LMgvjmax8z8moxG3xCEI8m4mEyieu5QzK8Sz+fqCiY3lGb094uXz58uEyqoB67TifX1tIiUZGjcaZERcFFFxF7772ce/GJmAf7WblKi83TEQD0BLjl/+zYWvz84W6FbS0+iIhEUVQZ1yA6Uho7FR2COYZBLF4s8+7667s2jA5DTIwYrmPHyvbSm1OlvFyK9dvaIDFRpcWuo6XOTXRMFNmxoG8QGT9DpB5D2jHWAu3ZI5GO7rDbxXgfNIn6+t5rZrxe4Vy33w6eA8UYH/oLnuJKdNGQmgLmh9ZKBO5nP+tpSfeVpwWyJpqbj400KYqssSFDZG7o9UdsApSeLmmTjz7alURotfL6EdN/7XbZY/rCxx9LOLF7EeaOHXTm/ra2hmpNA4FQj4rvSYd78GBROX/yya6Z2hMmiMPrcI+GrCw55d5q8woK+vYrajTyrBg6VLJzVVX22e+rm8QABtAd/SZNK1as6Px3REQE//rXv8j9L2mKNoAB/CAoKen7gX7ggLiFv8uD7OBB8Uhu2iRPjRNP7H+N1hFw4IB4gbdulQfVzJny851qf46AhITe7cPKSslaWr1aSFN0tOg7nHzykT2WQfj9PWsjAgF52LvdYlv4v1zW9wFWrRL94L7Yms/XM2eEMEPW40YX8LBkiYFly8QxbIrUorc343d7GDPFSGbt1/jcbtSoiFDDyZ/+tO9zio+XyOXXX8vNys8Xi62xEbKz+fqMv/LAA36cyW3UkoSpVIOBaG5/+ApS/3ou+P34FEWO43BgsDViaa3EFp8WkqyzWMDtAaNRirq1WqnwzskRi9zrBZ+PBiWe+ubeoxQenRmPp2cNDkgw55cnFZG08QP4zQbQeYTcLFkihuuRSPmoUXDrrZIWVlgo5zdmjJCgnBz5jE4n17FqlYzXypWhyTRsmKQ+9UfHf/x4uOsumr7Vse7VEvJHWdGmJLB5J2xbF7Iea6sVDOUHcCVkMm5cAprMcfBOWI8zq1Wsw7IyYT5tbXI9Z54pygGJiUdOC+XwgpbLloVK0KZMAZ1ZhwcLza1OWmIiSdDWg8XMiZdkkDb0GKS6vV4hTX1V6BcXY6wrB/oWGvD5YPwYH95VH+C2VKKMAL3Oj8bvBb9W8mdPOKGnQEVvdTtBmM3fXRFApzvqep9gfWRyskS0i4ulDG7GjD4z+rrC6Tx8K4eWFvlMOGkKppcajZKbmZEhc8fjkc3O55Njfk+kSauVQFZurny93S6+nezsIzeajYqSMr7HH+8qIT5sGPzqV0fmuhERR24JN4ABfB/4sST8DGAA/ztobj589XJvnWuPFgcPSupIeFrK0qWSo3PHHcfcbyMc+/dL4Xr4M/y11ySF7bbbfpjsxiCam+Ef/+ha89DcLLXfTqeUHxxNRlFMjNRHvP++/B4szq6tFdvi3HMCVK9vJroVonp74NvtvZKiTsTGisH71Ve9vz9pElit5OeLhsbLL0NRoY/4VjdzzjUyxPUt3n9/TGy6FVNkB1FYv14anhzOAtHrxWquqwul7CUkUHniT3j8cT8uUywEAsRpGggMycRTVMZTT8M9c88h5uB9EBWJLzMFTVEhqeveYva8CXy4ueP7VQUSE6C2DjUzNaScH4zcBqO3tbUYc5Khqqe+tj4ziYNqJnkxvdfjXXFqJXHF3+LIHEJdQQqZB1agbNokN/zOO49MZrTakOu5vl7OLSWla6TKaJT03L//XVKugvmgqioRwqSkwxvg3aHRwOjRaDw+nNleXAkKo9OqGB7nIskaz/IVCh6P2Nx+b4ChCXVMyDdA2iCR03v7bVBVPAUjaY9MwehtxzR/puwZZ58tFvenn8q1jxhxzJ6K+vquynTbtsG11yo89pgeh1ZLnSNA3NBhDBut4+xLNMeW/hsIHH6vCwQw6Lzk58u+0h3B9CpqatB+sw6tocPQL64Wb4bBIPfniy96kqaZM4VQ9YYZM/ofjv6O0GqF7w8f3qfmTd+IiBCSH55mF47c3K4sIRAQVZk//SnUny4iQm74hRdK/lpLi4zlRRcdl+dCb1DVkN5Of5GdLY+sYNlvZKT4/QbI0AB+zBggTQMYwPHGkeTejrUHit8vxlRvefzV1cJqvuPD0euVVh69OT1LSqSM4IckTYcOdSVM4QhK+R7NA1tRJBi3Zo0EYurqQpksqakQFa3QmDOehpW7KCjoRYo8J+fwHlutFhYtEunqjn5NnYiJ6dJsZtQosY2rD7ko2PAljg/W4m1qw2xVSUvxobbbxChKTj561ca8PLFKY2OhqIiymFE065OgpBSlvh7F6SZgtqJmZNPsUKlMm0RUfgH1TjPJOg36QYNQSks5bfpmytQz2V5rhrRUaG1Dl53KL26w9l07npiI5eb/w3LV/dgqQ9Lx2vgoHD+/hviCBOLipD7t009DNvacOVBSqeXRZzNpb/KQkBLPvAX5nDp3J4nL/i21ZYft0hqGI7mex42TE1i9WnKCgnlBY8dKFOMYkJ6p4aaLSole/QHeZ1bjb21lxOQJXP7Hs/jjv/PITPcy5iqVMfotJDXZIG8SnH02njET2Vmo5+NPVUr2W4jNiWKhW89YzzdE3H93aIBWrpTQ6223SS5Ufb0YyG63RKAyMg4bZuoe/Cwvl9duvhnq61U8Hpg9W8OgQd8he1mnk5o/g6F3GbyUFHTZGVx6qUjtd6/5Oe884QPU+eS6amu76lC7XLIZFRSEtPODGDpUFtKbb3Y96ODBEor+D5YL9Ls0TKeT/SMo5hCO4N4SHjmrqICnnw49a/R6eX/PHkmJvPhi8RCtWycb3R13HFXU8odGREQo23gAA/hvQL9J0/tBVy3g9/tZtmwZO8OsmtNOO+34nNkABvDfisxMMSQOHuz5XmLisbnlQLzi4XVS3bF2rRgLR6HQ1xfq6g5fKvDVV6I58H0JD3ZHd3XrcDgcMiRHO5y5uRK8+PBDEalKS5OUpdGjhSjGzZpISsz7tLY2dyVNqirG2ZFcoAUF8gVLl4p0taqGEvyDqWKInTt5MpSnWTHXRuCytGGOD2BRHOgPHQilOs2ZIySsNxWscGRlSXHBAw9IipfLhSshQxinAqBFVSDgsEFJKb68XFrcJg7WRpCeBmYLoEaDxULKri+56Y+ncfCCQRw8pGBNSiRvlJHsQYePRJhOGE3qy3+hYe0+2vZX4UtKpS5uCIZB6UyeJJ/Jz4df/EL0UTIzoa7Wz3vP1qHYPZhN0N7s493XfNTMHsn/jSnDunPrYbq09hOxsZKaN2eOKCP6/XJv8vN7jTLV1kq2XzCTtqBAbmG4MZzoKkP3/p84sLaGgNMNdjuuL1Zh3bCJl56+m7iSLRi3rxQSfeLt8kcWC6sahvOPV8HnCwAKVQdh1+/bOGu8hfMHDcNQGOYlqKuTsORZZ8Ejj4QiESaTpDAuWtTrvGxpCUU+wjsuVFRIGUxTkxCW114TG/3SS/voh3Q0KCiQAzz1VNfXNRrpN5WdzUhF9Aq++UaWRny8lCoNHdoxtePiZFKsW9f7d2RmSp5uuFMo2GZg3DjZF+12CVsVFPRZB/ajxogRUsP20kuh+5yUJCm63XswlZcLmQwKG7lccnNByHWw8FNRZBPdt+9HSZoGMID/NvR7izzjjDO6/H7FFVd0/ltRFHzhUrQDGMD/jwgmbD/wQCh1AsRSuP76Y9cNDzbj7AuK8p29q70ewukAm6SnqWlmlNYAxB9jtKwvVFRI/tDXX4shMGsWDB2K1Xr47+mvQvKgQcJhgqUAXk+A/ftF2evl1dlcde3txK37FzRuF8M6PV2kmcaPP7ovGDZMvqSuTgYyKalXS1RVO+y/s2bB3rWh6EcwyjBkiBiSDz8sBvKUKT2O0dYmTvnSUmjzLSH2upnk1HxN1hfPkmhsQWPU4lN04HKhKKAJBFB1AfzNDWSPiiJzqNidmuCU0ungwguJGpPDOK2Wcf0bWmJGZGDOy6CmRoIG2dFdS0L0eiHcBQVy3n/4g4LJoqIimYBBfP2Vk9NnT2N40c7DF+z0F1FRQpQmTDjsx4qK4P77xUFvtYo96veL0vPMmWFLcONGop01FAyB+loN9joNBkOAhBgb1nefQpMUL4QpTLGzqkpsYnlMhl10Swvv/tvFCXfOpyCcNIEQidTUkCFttVI+9Rx2F2VS8qiT5BERDB8eElJZvVqCVIGA+FBWrw6dc1ubXF9CgkzNzZvl9YcekuHp6KHbP2RkSK+gvDyRTq+uFjJ6ySUS3evYUAYNkp/zzutljzGbhQC+9ZZMnnCkpwuxLSvrGUk3m4Vs/C+EK7RaiUgPGxYKg6ek9F5XFRwjjUY+09oaUs7UamVzC/f87Nw5oMk9gAEcB/SbNPkP22luAAMYACApIn/8o3j7a2vloZ+b23eL9KNBbKwYz++91/v7s2b1klfWP8THi025LKiJ0NIi19CR5zPrdC26+/4NV13VJXrynVBcLLn51dWh19auhblzGTz/KoxGQ6915jk5Rynl2w0aDQyJqmaUbwsR277Cq+qoO3Eem1wj+funBVz981vJHFIllm18fP8LqQ2Go893yswU6bC335aGpoGAuPzj4kQeOxCQNLXRo7vc24YGefvzz0V0y+fTYrUmMTJlKj+/bDKz/OuYuSiV5UtDeZaKKj8nzfYwaEQkxrtulLlUXy9e6NNOk5v/HbTtDYbDZ4jqdLI02tshMVHB4UqAQ12bsni8cKDChDlzOnu3JpGXJ8b2cc+28nhkbm/bJmOQn493yHDefDOViVk1DM8rRFtZSiA6ltqYfN56M5uMDFWkjT0eWLsWRenIDLQo+CNcKHU1KHV2WFcja2TPHmEJHRO1qiokmNcFXi8+b4CDdZEUGI1dhRUaGkJ5diYTu+ZczV8fMdNU6wFDJQyNxBRl4Kab4MUXuzYNfestCZLu2SORs/Z2OOkksc0717h8PZ98IgGNY7r9gwZJxHPWLGGZCQl9piH3eR8jI2UtvPeehMP0ejH0p02TmqZx/aXx/6WIjz+yAEVycqijs0YjY2U2y36h1/fMNjiSMsMABjCAo8JATdMABvB9IezhV18vfS23vSVOwIkTxc44UvlTFygKzJsn0ZjuBcO5ucdcmxEOrVa801u2QFOVAw4dFCsWGDTMwHjrHtiwR1Jx7rjjO6UCAvLQf/fdroQpiGXLyJo2kyuvHNtDyjcqShTAj6U8LC1QSvzqu/CsWEvAZkfRabGu+4KEyXMwTruRlJyEjkKLHwh+vxDin/xEjJu2NmFEwQsOpuKEkaYtW0RcLyxbmvZ2qG018vidB8n42xAuTnqbuEvn8NkHHlobPEQmmznlbDMLMndiNM0SA3fChFA0pF+T8Rjg9XaSlEFF9dw8djDFUwt44+VY7OXCJNxuUTvXmPXsi53P448rmEyi2zBxYrcxKy0VhuDxSApfdrZE5QIBkX/ctEneD/a2Gjw4ZLF7vSIi8MQToXH+9FNcplgu/uk11P3paZxb9uBVFdDrSYiJ4ufX/x8lxdMZPLgj4hse5lRV1Nho0CiyNq1WWfu33SZqfkdifBFWca701vcsIqKTRDWNnsnjr0TQVNtBqlwu8PowGKRebO/ervLLDQ3CQc4/X1S7V64UAvXhhz31G4qKZA4dVpHSZhNnQkREz/PUao/NixFEQoKExSZOFMl1n0/mywcfyKb5QxZT/kjgcskUrq0VLpSZ2eF3y8oS9vvJJ/JBo1H2jpYWcX6E6/mrqtTuDeD/S9hssh1u2yZb5ejREhQ+WuXZAXTFMZEmm83GypUrKS0txd0tlP5///d/x+XEBjCA/xVUVsKDD3btSfHee5Imdu65/VQLys6Wupm1a+Un2MDwhBOOm1ExaJAI9H31rpONdi0anY45072ckLCf5BWvy4d27xajdejQ7/ZlNTWiEtcHNJ99zMybx5KeLkShpkZs31Gjjl3zQn33XfRffoLPERAHvtsDthIi7O9z+sJpmPMWH9uBjwU7d4qc3oYNIYGP5GTJBVu2TPIIIyO7WMItLVIu9/HHXQ+l00Gd3YIxJoVlW3zcUPg1P236hHkXnYM9KhWzvo7UA6sg6sSQspjVeliy5PFIVpTTKaeRlnaMER+fTyz2xx4DjweDG7R7IDc2jl9f9Vv+/louzvJ63O1+IgbFYR5m5vGXZGE4HMJtsrM7SlU8HiGVzz4bahCjqlKvdPHFwhwefDAkTLB2rUTybrghlOZYVCQNZroV3SsVlUQ8eT/tCWnS4tcfAKcLf30jPPR3Mp5IBwaJd3/ePImIBKHVSoQwOlrU+s4+u0cDmeRkCVw2NXUbn4gI1OQEcoe0QUlk18Y3F10kCiZAWcxoSveGRaF0OtCoZGYK37Dbe/as8XqFJE2ZIkQ7vNQyM1PSJUF4e58CkTU1Mke//FI+NG6cjPegQX38wTEgI0Nqt55/vuvriiKy8MdbAa6iQtJog82Mvydp7mNFQ4PUnC1bFpqmMTESwDzhBAPK+edLhPijjyR8OXas1HSpamhPDQTEGdPUJGHpoCb44WokB/A/g9ZWePXVrs+K994TX9lVVw2UuR0Ljqm57cKFC7Hb7dhsNmJjY6mvr8dsNpOYmDhAmgZw9KivF0NRp5OH1ndIC/qxItjQvbcmfu+9J8b/pEn9PGhmpvycdpoYFN8xJa835OZCzoQdnBnTgNbvIWLDl7CtKvSBQKCnStyxwOfrWcMQDpsNrVZKfI6q38mRUFICb7yBRg1gNsvX+3xSU6NxNKCu+ADljHmg+QGMiro6qVlqahI2ECRN1dVCCM46SyzhRYu6hNRcLrntdXXye1yUl1ijHdXeDqqC32Cl3K7Fd+vv0Nx9F6nr3pZIktksRTkLFx4V86mslAfu+vViJ1utsGCBBAH6o9ANSArmE090WuV6PWRlw8EDDUQvfZ7JM+/ioxVDqK+Hqy5VeOXdrmJsdXVC3hISkMX0xBPBwiCB3y8G/ciRojTRXcnN6Qwxr5QUIf3dGYLTid7Tju2L7UTfdBtNn20Mvefx4m+zE1+zC+ggCqNGifXRXZwlLU3WZjh7qakBp5PUyEguvjiGRx8Ni/Q4ndDUxKknu8j+5k0Z3AkThFCfeqqs9Y7Gp05PtxqvhAQwhOZqd+G1cOj1MpUeeUR+nzBBSNbf/y7BzUGDJIj9y192U3qvq5Oip127Qq+Vl4sqzJ13HqeFiez/CxaI8+fDD2UdpKTIhBs16hgk6fqA3S5z5Y03xAMBoe60R1u7+APg88+l/Vo4mpqkVPbPf4b8/BghRDNnyjWZzTIBtm6VsYyMlPm+bJlcKwjZX7QIzjnn2FVcB/Bfg+3bezrXQLas1avlETOA/qHfVur111/PqaeeypNPPklUVBRff/01Op2Oiy66iGuvvfb7OMf/aTgcshHqdP+dgj/HBLtdGk2++abkHRgMEik555zvrZ/Efwo1NV17pXTHl18eA2kKorfUOJ8vpA4QTFvKyup3y/SSEli/ZxQb3q7AYISTpg1izKCtxK19XwiTVnt8HrpxcZIrEN7hMBzde7N8V7S0yE8gIAIEWgVd+C7Y1NTVGP8+UVISSrMMhnEqK2V8i4uFpcybJ82LwxAZKY7i9HRoa3AT1VqKv6SRQMf7GgPknZqJZvwYUV4rLRUSEVRuPIx6htcrQZht28T2SkiQr1+7VlK33nxTOO5ll/VTo2Hfvh5EJjoKCoZCS8M+Fo4qxxhXgMEgEcUgIQxH55+vXNn3PSoslD/uTd6xqUnGIiUlZCyHw+1G43ag1/rw+Hse36DzY3GG9ViLjxfBl2+/FcPU5ZL6m/HjQzVtdXUh67elBRISmHnhZcTeOon3P9FRdsBJjFrO4lNaGN+2EtPGLaGcrN//XiK5Xi9cdx089hix+lZ0hlg87gDExEofLeTjU6f23bZo0iS5l5MmSRBsyxaZZi+8IPw5OVmWc3Ex3HuvlBh2qlJ++21XwhREa6soRd5443dvJBuEySTPgrFj5TlhMMgYlpbKCX6XmtAgNmyAZ57p+lp5Ofz1r3LheXnf/Tu+I6qqejd2QabH5s2EWgB0NxxSUsQxsm2bpFCHw+eTnN7sbEnvG8D/LDyenqQ7HJ99JsHiH1mA9UePfpOmbdu28dRTT6GqKhqNBpfLRW5uLvfddx+XXHIJS5Ys+T7O838OXq94Ad55R9IlTCbpIzN37g/ek++Hx4oVkhoThMslhlBJyY+2n8SxwuORZ39fCPbBPS5OVI9HWNjzz4fSezQaOPlkKWroa3esr5dJWF0NMTEcjBnP3X+z0Fhtgv1+cDjYtQEmTp/Ir6f4iVv3gVjSWVnf/ZwtFiHLf/pTTzd5UpLUgxxPBAKSj3TggFiLOp0Y2MEbMGHCd6/TOlqER+qCKlhRUfJ6ICCGzcyZPc7HaBTH+1lnwTuPN+CvC1MWUMBiVZiVWgg79KJtfpSGptcrtv9TT4mdGmxGmp8vWW8ffSRz9fPPhcv1Szk/2PjL6RTWpdGA0YjFrMFiDpA6yIl+JPzmN3Lp3WEwdGwLgYAY0H3B4eidUPn98uNy4fWCM2UwLRVyOhaLEFGzoqB4vRiSYvBo/Wi0Cj5vABSIjFbJyPVjKOhW6xYXJ9rZs2bJ8cOZpM0ma3H16tBrNTXoH7yX8eefz8hbzqXt6/2YVnyEecNWOXdVBZMJX7sdx4df8cHWAvbt1zJ82Awm3DGOLHcRs3+WzucrdGAyd0bnW1ok4NO9zRFI4GrBAjl0VJQQ3hkzpE4sMzMUhAyeemur8KTs7I7x7qthMwj7qq09PrLw4TAYxKHw9NNCcmJjJX3vxBNlTh9rB9SWFknV7A0OhygV9pc0BQKSS6coMh+OA+z23tvxBXG4VgyALOa+BINA6sROOGGgk+z/MDye3n1DQdhsvbdWG8Dh0W/SpPt/7d15XNR1/gfw1wwDww2iIPehIBJeeOPZ4VV2mKtlWppWu5Wldm25bWmWx9Z2bL/Wtt1S2zZTK48uszSvrJRMS8UUVFABRZBTbmZ+f7wdZoY5YGBgBng9Hw8e5XyHmc98GYbP+/t5v98fV1cor04wgoKCcPbsWSQkJMDPzw/n6n9ak0UHDkhbW9088coVYP16SZF/6qmGm+e0WRcv6lMF6muH+0l06iRd3syl5wFSGmCvrBOkpkowaljhXVsrxcJhYVJEVd/p08Df/14306qJjcem4i64fCZMZljdu0kwW1qKlL2VODp8AEaPKZdiLBs2a9JoZBJ+4IA8XPfuUu8dGwso+vWTrlkbNshKgaur/EG//fZm7LppRlqaTACvvVYC95IS/Q6gXl4SXIwZo79/dbW8J9PT5a9LbKzMJG1smFBTI+UTVVXyNCqVzAn96r/PlUp9jZFCIUGphQCuVy/AS1sC76wibFilRHmpBkoXIDzGFQ/+UYP4n/8HXAiTILCRS0KnT+vLfAxLak6elBKi+HhZECwvlxIKm4Km8HBZRbtwQZ5A13YuIkJ+3wMCENZZ5sRXy3eMTJhwNUZXKGRSm5pq/nkCAozfl7W1EgVcbbKgzcvD5d2/4afM7oj07YaqrNPIz5efSUKcOzyqq6G8bzZ8tn+Fa2LKUQ1XKBVaeFQWwiWqn74AqKREZrbe3vIzUihMz3NGhvkXAwCbN8Nt+HB03rLKZD83jUaGe+HDn1A+7Q84eDAIBw8qsdnXF8880xd3zQU8wqShXFmZvNzkZAmERo2SVcHdu+U0DxkiMZ1ho0tPTwm8XV0tx9O6gBmA+SjW8Ji140116ZL8gSwrkz71J09KJJeXJyfo+uubls5dXCzvQ0uOHTPfjMOSU6fkKkJKivz+DhsmVz6beUHJ01M+fi1Neht8+IoKeRNZUlAg55ZBU7vl4SHdMC0F2N26MUOzKWz+1ElKSkJKSgri4uIwevRoPP/888jLy8MHH3yAXu1hr4RWUFgIrF1rPv88NVUm2O02aLp82ULP3atSU9vVfhLe3pJ2vny5abcqPz+Z1NjNd9+ZPonOl19K6pDhldDSUpklG1zsuBg1BClvlQMVp4GEnrLzaVyPuiv43+WoMXppH5vScbRamTu+8Ya+jOTAAVllfeIJIDlZJZP7hASZFLm46Fvq2ktNjaSl/PyzTMKeeUZmnQcO6JsIPPSQnJNXX5Xn7tZN8mB0m9kAMiudPVv/C5qVJVeZ3dwkMKgXUGVmysWQH3+UeaCLi5S7aDRAQo84DLvjTwjYUG9TUEDSk6xEJa6uQI/gEkRUr8Kov45CrqYL1K4aRNSkIfjgNpkUeXrICW9k0PTrr/rPpPqnft8+eem6LEqb68grK+UNr9u3TKuVCWx6ujQ6iIiAlwKYM0cWGL/9Vg4HBEhZzw03GIxpxAhpFWfuMqku7Uj3u5CTo58k33orKnf9hPNbPkDEk4/h8r2PI3D7R6jYcwA1ldU4WxaIuKenQenpDkV+Pjy2bIFHaamcvxtvBJ5+WgKkHTvkvXT5sgR8t90mKXn1A9zMTMsBRXm5fvWtnrIy4Pw5QBWohVKp//7iYinXWrJEOuGNGyexm6envPV0v5J33CFBpkYjp9zc/N/dXSZVhsGxobqt5BQK+cH/+qvZ+2n79sUlBCH9B3m+kBBZvWp2tt7Jk/KHcsgQyRc0XK7/4gtpKHLjjbZ3JVGrJVCw9DcoONi2gGnxYuMloU2b5Jf9+eeb1UkwJEQ+pjZskLdQVZUMy81NXkIDW43JDzgqyvKqbEgIA6Z2TqGQCybffWf6e+7iAkyaZHPWPqEJQdOyZctQUiL7aixduhQzZ87EQw89hLi4OKxatcruA2yPLl0y3kujvl9+MSljaD9cXWWSamly3w4/yAcMkODgo49kzqhUyhWgu++231ZHqK013ki3vsuXTT85MzNNaok0LirU1mr1eYXuHjJbvfpzqXIBtCqjbTkblJUlsVn9uvvKSrk9JubqFW8vr5ZLjbt0SX6xSkslXSo5WQKlsWNlJtK/v8xQzpyR+xcVycTtlluMi/337JEB33STJIV/+qn+cnB8vMz6r7kGgCyqvvyyzFsuXZIrflqtNHdbsAD4ZJMK6Qlj8cDUSnht+p9ELCqVTBRnzmz4XPj5wcNVix7fvYMe5o7Hx9u0+29+vv7/vbzkD6su062qSj//79HDxvlgVpbs6HrHHfplkMpKCTwnTZJg+epENTBQ9kQdN06fOmeyF3R8vHTCe+cd/eRXrZZotF8/Of9dusjPJidH/v/mm4EuXVCycQ9qKgC3VauRfc8KfBv8BEY8fR5qbSVOVflBOTIEccpTEvzq9qyKiJAxennJL/HHH+vHUlgoKyIzZwKTJxsHqA1FlgqFXCCqt9JUUirn2mXoQBw+b3z1LD1dfs0TEqyXfza0LU9YmGR+fv216TGVqt6kvE8fWd0zbGMNQOPphdxhk/H4n91wdUoAtVp+pLfd1syP8hMn5Gf57rum+c1lZcDKlbLcamsNbFCQRCMffWR6TDfLbAyNRk6euRy6CxckcGpO+3VI4Hv2LLBunVwDUSplsXvBgkZkEKpU8jp//NH06qxCIT+kFmggRM4lPh5YuFA+ftPT5bbwcGlG2aePY8fWVtkcNA00+DQNCgrC1+Y+dckqpdJ63GBD1lPbExYmv62HD5seUyrtX8PiBFxd5WJtr176hZTQUDtf5XFxkZURo7waA0FBpmllZrrfBWb/hmv6dcehHyrM9h8eNcr2i7tnz6JuUlXf5cuy0GWP+u5Gy82VfP/oaFnK8PaWCdDp0/oXl5cnM9fPPpO/Oq6u+vPx9ddyPutfJDpxQtpaLVsGREbi99/ltVdUyETXcNFhwwZgxgzguz1qjHnpdvRK7iMBnS5lrTHBjpeXTNRXrDD9MFGrJQ1RoZAA5fRpyf29ckVm3HFxJvUXPXrUNWmDp6ecnjNn5KG7dJHAKSAAeOABGyfERUXyg966VZ736afl9qoqCdp/+03fChwyZKvd8xUKSYPq1k0CsupqoGtXlAZE4HSGSpoRDrgH8eGRcBl3TF7/8eNAaqo+CMzOQ5RrNtaf6IqjJ/RXLuJGARjY3Xwr7fR02VPMnI8/lnxTw9XBmBgJnMztzNy1q7zp/f0lvcsgZay2BlB18UP+oBtx6nPTVUKzbcG1WgkQKyvl/dxAVyGlUt462dly+nXUauBPf6o3KQ8OlmKz77+Xy9ZVVUC/figaPB5Pvx1v9LtdWSkrq/UzXW3m5yfBUU6O6TGFQo5lZjatcdCYMfpNjfv2lXNVVSW/F7GxjXuM/HzTromGdF0vm3ER6MIFOZ+PPCIfDa6u8mPevVv+lphcTKjvmmuARx+Vbh+6Hvfe3rLZMvdt6jCSkuRtnZ0tn+Vduzah+ynVsTloWrlyJebMmQN39vlvspAQWWkw3OLDkNEmju2Nh4dcldXtkaGjVMolZnvu++FkAgJa+MPq2msldcjcrGrSJNPd7Pz99bvKX+X++2FMuWk8jh9WoUJt/DseESFzDFs1VGxqreO43QQGypKfYXuxjAz5GjVKVqF0qwRarfGg9+2TCbquME23U7E5RUXSdi4ysq7spqrK9EeSnS3zaa0WOJmuRK/JTezYlZQkaYUffaRfdQkNlfytnj1lwr57N4oO/A5FbS18M49IXmR8PPDYY0YF/AkJ8gdV19AvIEDGWFIiAd6gQbJYZHPNv1qtf5+dOGFa4NfUX4rg4Lpo+9w54K1l+lInDw9gUVIRIr/ZCh+DawXGFyqMU+c8PBpIiz5/3vJGRuXlMsE3DJoiI+Xn8K9/GTen8PCQvt66J3v2WXlf7t0LaDTwHT4AJwPG491dphN4f38zY8zNlZS17dvlh9Wliyz1XHed1aKFkBCpnz19WoJjLy8JnKOizGR0hobKD3/cOKC2Fhpff7z3DxeLWW5btkinvoZWvCzq3dvyyrmPj7wxm/rBERQEzJsnv8P/+Ic0RfD2ls/OQ4fk71NDV3EUCutXjxo63oCKCuCTT2Q4hw6ZHv/1V/lRWOXqKqvpCQny91arldcVHt6ssVHb4+Njv50BOjqbg6ZHH30UU6ZMYdDUDJ6eMglZutT0Cvz48U7R8bRlxcUBL74oUePRozJpGjJELofYkE5E9fTsKbkb776rv7Lo7i4Bk8GV/DrR0XK7YXevmhr0/uHfWPTSfGxJ88Sxk/K3d+RIeW82Zf/c4GDLK6uuro24YmoPKpWk2v3yi2l1dWCgLO/qJrYKhcwgS0vl37rLvIb3v3DB8nMdPw7cdpvVIluVSt8ApFmlW+7uksfTr59EO7plzKuBSMaxK9j5dTD27w+Bi0qB0SOuw/ABGQj77gNZNXnoobqBhIRIqdfq1fJrqatR+dOfpHykyRPg8HAJWPfvNz2mUjUtEjdQViZN1gx7Q5SXA/kBsag+o0RCD03dx4qnB+DrB5S7+eNMrXGb0htvbCCjqqGOLfWPu7hIMVZEhKR1ZmXJzGXoUOMVjchIuWB0yy1y0lUB2P6y0uzq7NSp9X4HS0r0HeZ08vJkn6/iYvlDY6Wmzd9fMlP797f+0oy+AUBVhWmXPkN5efJr0+T3TEyMZCR4ehqn5/n4yAmoqJBAR7c/ka3Ky6XteHGx/gNIo5HPQhcXCaqsFWZ17iyfnZ99Zv74ddc1K/3t0iX5HbRk795GBE06ISEdoCUvUeuw+c+1tiU65XRAiYlS0Ltvn1xJ8vOT8orevdtlWY+psDD5mjDB0SNpP1xcZNUkLk6fthQcLJM2czNzNze5qqpQSKvdq13NFF2D0GuYL+KmuOHyZXnYwMCmX5yMjpZFsO++Mz02dmwrbs0VFwe88IIMJCVFJkXXXSeT2JMnjZd+O3eWmYtGI5M33fILIL2+zdVE6FxdCkhKklQld3e5FmC4eDV0iBbnMjVQKpXo0cMOV30NVl10Tp8Gljxdhvwj+if+4ASwp0cMFt4xA2F7NsiKhEGHwthY4K9/lQlxZaV0fwwLa+aFabVaCviys41n2q6uwIMPyipeM2RmGqeY6Xx3OgaTb5qAK799VRc0uboC0TFKXJo6A//5RSaSnTpJvDJ2bAM9MyIiLKfb6Sbz9bm6yod9YmLDL+RqoOsLyar64gt5q5aWypx36lQz25ZlZJgPRgF5gFGjbGxzaF5xsb5ZoLe3vu/J6dPm79+5s81NJo25ukpQ8vjjEsVXVelT9tLTJWLYskW+Zs+2/UpjerrlCx/79snvhbVUPYVC3jD79xt/NgDyfm7y5nv6h7cWo9u0RxoR2Y0d21ORrWJj5euuu+RDkB+EZBe2XFkMDparqpMmSVGzl1ddq2s17HOB0sND9vkJCpKylqIimajefLOUF7RqDV/37jKpmTpVfuF0VygmT5YVIl2qore33PfKFZl0pqbKZfOpU6V7W3q6+Z0Dlcq6Vb1u3WQB4f33JTA8dQrQ1GoR1rUaE0ZU4Kt/ncOU2b6IRg2gibI8S6qpkeKovDw5WRERDe4Ho9XK8PLPmbZHyzxZhf253TBZrTabbubhYbBxpr1ER0unsZMn5dz5+0sgERPT7C6JJSXmVzEPpnogYPB0TBveHdj/hbzxwsLgPmkSwvr0xcLxEv/4+DSypi4iQoK/994zLlBTKuXigx3b44eEAPffL2UxusaDZrMYrXUUKi+X1L1mBE1FRcBPP0kGW0GBnKfbbpNGEWPHSpmTuXN/223NWGXScXeX8xoZKcHRb7/J78LMmXIy9uyR+y1fLpkLtuSNmquV0qmuttjZ0Eh0tHTJ+/57CbSUSv1FmKYsyRvo2lUWZ/ftM3+8sf0qiMi+mvTXatu2bfCzkHty6623NmtAHVG7bvxAzk+tbtmc0LIydFHXYsYMH1x/vUxUPT1bKS3PHIXCtL6rXz9pULB2rb6D3rBhsqrk6ysTocBA/bLL7bfLhNWwtkmlMrrqrVbLpDc+Xi5Inz+vQddO1XCvKsb5g5fw50fK0CdnE9yfPSTtFU2WESCB7MaNwFdf6ZeqQkJkhcZKTlVennRTh6+v2Q5fu39wxY0Tk+HRmht1BAXJ14gRdn1YX1/L6Z/fHvBD8oRxCLo1WYIIHx/AwwNKNKG5mUolK+Ph4RL95+TIg4wfL5X5dq4TabAhBtBwClgz0p11TR0+/1x/W3GxNAucPVsuejz4oPQZ0GXQubpKwGS3rRT8/OQBe/WSPdYKCuR3zjB37dIluahhS9BkrXhNqWx8A4fISGlFduut+rReO3B1les4R4+aZhP36yeng4haX5OCplmzZpm9XaFQoNbcbuxE1PFkZ0u0sHOn1AslJyNk5EggpnkbP+oUFcn8xlw665Ur8pSNvtqtUklglJAgqyGnTsmV7RUr5Iry9Okyg9VNjMPCpKteero0NvDxkW5VMTFGtRBqNZAYX4PE8CtAXh40776Lclc/qMOKodppsLK1apUs79SfzH37rez9YignR3qZL11qtXFKbS1Q6tEFVUEeUGo18NCWQV10EaiukT1Jk4e1izZKUVEykfzlF9NjwcFX0z99fOyT96xWyxJA374S/bu723c/MVtZ69AXEtKs1a+MDInVzVm/Xk7DhAmyYHj+vLzfQkLk59HsfZrqq6623LkQkHboY8c2/vG6d7e8e2zfvrbnDDcrF9G8Hj0khX/vXskmdnOTrMQBAxpcaCaiFmLzp73GUp9sIiId3cTecA+as2elQ9Xzz9u0QVVNjZQ0eHhIzHLmjFx03r9fMuxGj5Z9zcLC5Gl/+klqQWpqpOPbtdfaUDaTmyub2xq2Y09PlxSgRYuMmxYEBEjtgoX6BW2tBhXp5+Ca8iNUvxwAQkOh3LkTXv7+prPKixclyDQMmi5ckLoUc65ckWJIC0GTUinn45tvVNDWeAHl5XBTeSM60gv+V7Iw+o4gePaz/0QPJSXyAzp+XH5YuhS8FtwTxsNDUtneftu4LC0iApg/v4VWNFWqFpko2ywyUjrxrVxpvB+Pp6d08GjG7PrcOeOmf4bKyuTtGRUlQ2jxukS12rjtf322vs6ICKmXeuMNfdMcQPLl77vPaXb97NZNvqZMkc869t8icizWNBGR/aWkmGzaCUDyxr7+WvJ6GkhnKi2VxZ6vv5Z5TY8ekvazfr3xdlQffCDlDfPny8TZcA/O8+clwHr++UZswaLVyp3N7F+F6mrplNWzZ4MpT1qtjG/nlhKkflOKTn69cNO4HuhfvAuuZ85IYBQZabpCUX+GeuUKLPZ0BvS7FZp5/i++kFglMBDIzVUBXl6o0mhw6iIwdnw8htysAuw9L7x8WQq4DDt+KBSSxzVtmh2KXCyLiJCFv4wMyUb09pYJfTtYSLPOxUUKXMLDZSNTXYe+/v0bv+eQlYduznG7Cg+XixPminya2oGxf39ZST5zRt40wcESoXTq1Ozh2ltL7flNRLZpUtC0Y8cOvP766zh+/DgAICEhAQsWLMCYZu1mR0TtQkWF8X5I9f30k9QKBQVZvEt5uexT8umn+tsyMmRn81mzZFFG1xEckPKi3buNt/7SKSiQIOKRRxrIpCorM9+GTefkSZlcNbB08csvwN9eqkb5obNAeTnOAPjle+DNVwcj0tcfLnl5EjgZBhH+/qaP6+4us3/DF2rIQg1HdrY0gdBo5DUfPQrs36+Ei4sSI0dKa2079izQ0y3xGdJqpSimZ0/p5NaCfHyk+2iHo1JJWmlCgl0fNjLStOujjr9/s3sd2MbVVTomZWfraw51t//xj03f3y80tJVfCBG1ZQ1sPGFq5cqVmDBhAnx8fDB//nzMnz8fvr6+uOmmm/DPf/6zJcZIRG2Nta0JtFrrxyHzovqlPJWVkhL00Uemk2ONRubmURbKpVJSzAdURlxdraeReXg0WKxRVCQdkssLKyXyM/DR594on3SX/o46CoVMCOtP3kJDZZ8fc1Qqi7tgl5VJltyVKxIsVldLnfpNN8likLnNMputpESaI1jy1VfN28W4pkbeFPv2yVdGhvnOD2Q3UVGyzVP9BWFdv5NWjzWiooDnnpMlxalTJSfzb3+TFpx2L6IiIjJl80rTsmXL8Prrr+ORRx6pu23evHkYPnw4li1bhrlz59p1gETUxri7y2645tLzAKlktta9ClISY2lOnJ4OsxvHarXNbGDm5iad0Ax3STU0ZkyD+V7Z2bou0KZB4Y+7qjD+b5MxYIFaVmW8vGS16PbbzXfCUyhkA6ELF4z34tHVq1joeOjpabxAlZUlXzrjx1t9CU1TUWG9TXNRkdynKa1Cy8ok6Fq/Xt/wwMNDmnNMmOC8hR5arUT6rq5tcj8JlUpWJSMjJUX2wgXpiTJmTOO2nWoRgYHyZa7TJBFRC7M5aCosLMQEMxuSjhs3Dk8//bRdBkVEbdyQIcA330gUYcjPT5Y8GphEGta067i5SVpQbq7pQpVSKe29Le1rkpQkc60G9esnaWS6PWB0evVqVHpZXaCnVsvEvt5q07HfajGg9oLsKxMYKCl61goWunYFFiyQlZVz5+QxY2JkJmshQgwNlUZi9VfqAIkvzHYqLyqS57hyRU5ydLRtzRt8feV7LNVgxcU1vTDj0CGplTJUXi4dB0NDzTbiyM2VviNVVXKao6JaYGuHS5ckUHRzk+BXt89Wba1E/d99JxF+164SqSYmOk2DgcZyd9c3C6yqkn9b23SViKg9szlouvXWW7Fp0yY89dRTRrdv2bIFN998s90GRkRtWHg48OyzUtu0d69EEwMGyOSxEQXqPXua3qZQyATY3d20ziIiQrroHTli3AwLkPn8Lbc0sjN0QIDUSFx3nawG6Vrw9ezZqA5duq2IcnPd5BycSgc0+givV2wlUBYhAUZjGyN4e0vQ1sjNWXQLVJcv6089ILHQww+b6SSYlgb83//pa0WUSgke//jHxu99o1ZLDuCvv5o2tHBxkRaGlZW2d9GrqDDeKMiQVgt8+aWM1SAiSkmRZnJ5efJvlUqCyGnT7NQYoqREGoZs3ChP4uEhb77bb5cg7ocfgNdf13d6O3NG3kszZ8om0m0wlUylcmxndSIiZ6DQahsoLqjnpZdewt///ncMHz4cycnJAICffvoJ+/btwxNPPAFfg4nAvHnz7DvaJiguLoafnx+KioqMxkZErSQ/X2bunTs3+jJ1SQnwr3+ZLvgoldIRuLhY5q0uLrIANGqUBE7nz8v37Nolc/f+/WVvk5bcu7e+nTulk7GmVisvJDcXuFKKIdd54tEHKuB3TXirtHUrL5fFo9xcCTQjIszUoVy6BPz1r6YrgoAEi0891fjVkepqWer74AN5Uo1GAsMJE2TlpaZGorn+/Ru/Z1JeHvDnP1suSAsJkdb2VzcrTk8H/vIXkwU+ABI0zZjRuKe1SKsFPv5YXmN9vXoBDz0krel1EZshV1cZazO72hERUfM0NTawOWiKaeT+KgqFAqdPn7bloVsEgyaitik/X+bgW7dK7BEZKRfq+/WT+WdBgQRRV+fLRgoKZM7eqVMLpROdOQMcPix1W6GhsooWGwu4uKC6WjLKNm2S+iZvTw3Gj6nBqBFaBIZbb1fe6vbvB156yfwxpVIK7c0t+1lz6ZJsmJWTI+fot9+M652mTgXuvLPB1u0AZKVp0SLLdWZJSRL0XV1p+vhj6bBojp8f8MorEmc12blzEsRZ6mi4YAHw5puWC/IefVSieAepqpJT6unJlSMi6riaGhvY/LF5xrDdJxFRC+ncWTK+Ro2SiZ6vr3F2l7XFmkZttVJcLLU8arXV9ucmDh+WYMJw4vzJJzIhvvZauLoqMHiwLDzIwysREGDvgho7sdZSUKOx3tzBksBA+YGtWCHRbn2bNgFDh8rGWw1xd5c3gbmgSaGQQjaD1Dxrf56KisxvwWWT/HzLARMgQbSPj3F3REOWNmdtYSUl8rb96ivpmt+9u2TKXnNNm+xRQUTkEE2+1pR3Nf2gSwNdsIiImsPcSlKzVFRI4cunn0o+n7e3FL2MGdPgHky4fFkKZupPnKurJZ+wW7e6vueenraX8LQ6a3VaCoWcm6bIyTEfMAGSpnf2bOOCJkBWk2bOlO55umI2Xfe8Pn2M7hoRYflhvL3t0IehoW4SnTtbXkFTKs0UlLW88nJZgTNsDHL+vJRePf44MGJEqw+JiKhNsiloKiwsxLPPPov169ej4Gq1dadOnTBt2jS89NJL8Lf77IaIyM527ZLAR5eZXFkJrFsnDREee8x8P3Odc+ckIDCnrEyWOixtFmVBTY20BC8vl4l9WFgzW6fbols3WRkyt+LUq5fNr6WOPV+Ap6c0WRg4UE6UQiEnKSLCZJlkwACJhc1tyDp2rB32FgoPl2Uac+30XV0liFOpgHffNT+App5PK/LzJQatqJBO/rpNaXUyMoAtW0y/r7oaWLNGsi957ZOIqGGNDpouX76M5ORkZGVlYcaMGUi4uvt4amoq1qxZgx07duCHH35Ap0blxRAROYBud1xzpZwHD8pk2GxP7qvMzcYN2Zj/lZMjmX179sik19tb+ibcfHOjmvU1X9euwBNPSLe3ixf1t/foIXtBNbVNeGio5FMapvfpCmrc3Bpe0atPpZJW6w3U1MbFSVnR22/rn1qplG19brnFDrGcr69sqrp8ufFrUyrl9pgYCawCAoDNm+UH7OcnP9Bhw+y+9Pjbb8A//6nv46FSSSO/GTP0LfZ//91yidXFi/K9DJqIiBrW6KBpyZIlcHNzw6lTp9C13h+8JUuWYNy4cViyZAlef/11uw+SiMguLl2yvJcQILUz1oKmLl3kMr6l4Mlaflg9xcUyuT90SH9baakEUaWl0vG7VbpTJyYCy5bJkkRxsbzGqKhGFoZZEBYmKXUrV0obw4ICWaWrrATmzJEXmZcnuWF2fJEKBTB8uHR0162+BAfbvu2UVb16AUuXSnv1EyekHm7wYInYdL25R46UtMKSEskJbIEsjLNnpbTOMHarqQF27JBY9777JJazFDDp2NYKioio42p00LR582a88847JgETAAQHB+Pll1/Ggw8+yKCJiJxXQy3DGip6iYwEbrxRVhHqGzRIZueNlJFhHDAZ2rGj0Vta2Ydugyl7uu46CcA+/liW0pKSpG4sOxv45RcJOnx9JafOjhQKWewJD7frwxqLjm74Z+3t3fSasEZITbXcp2P7dnn/REYC8fFyTswFR126SFBJREQNa3TQlJOTg8TERIvHe/XqhQsXLthlUERELSI0VFZRMjNNjymV0k7MGpUKmDxZOqR9/rm0IvP0BK6/HrjttsZvWAvTrZE8PWUe7uIiizL5+W18Sx83N6BvX+DYMVn6KCuTerKqKjleWyvnsHfvhhsskAlzb2GdsjJ9r5KYGIlVv/3W+D5KJXD33bZnSjqbsjK5AHHmjCxa6nqxtME9hK2qqZGfeV6eLHZHRLRSCi8R1Wl00NSlSxdkZGQg3MLluzNnziCgFTZsJCJqMj8/yVtasUJmW4amTWuwZgaApK3dcYekYJWWyupUE7o36NLFlErJUtNoZF+q6mrJ9nJEHKGbmBUWysuKjGzmYsmVK9KmLSvL/PHMTGnPrSvAaQvKyvQnyctLZujWmoe0EGtNLdRq/fvLywu45x5ZcfrySzndUVHSyb1v34afp6BAsir9/aUDvDMpKAA+/FACQl0aoqurNFacONEO3RKdREGBLNhu26a/5hASInspJyU5dmxEHUmjg6bx48fj2Wefxbfffgu3en/NKysr8dxzz2HChAl2HyAROZ5WK/NeXeO4kJAWTn9qSUlJsqHrDz8AR49KjtKYMUBCAuDujtJSmVi6uTUwl2/WLqkSn/n4yHD27pV9ZnVSU2W1adGiFmm4ZtalS9JEULcYpFBIZ7U//rEZK15qtcy2LQVNPj6mM9vCQiA9XVaodB3punVzjv7t2dnSGe/gQf0svXt3YO5cqWlqRYmJcurKy02PjRhh/PvZqZOk6w0bJnVePj4NB0C5ufK+3LZN4sRu3WQxtW9f59kY94cfZHyGqquB99+XVduBAx0yLLv7+mtZlDWUkyM1bcuXN+5aDxE1n02NIAYOHIi4uDjMnTsXPXv2hFarxfHjx7Fy5UpUVlbigw8+aMmxEpEDVFYC330H/O9/+hoKX1+5en399W00syouTr5qa+vaVldWAgd/ADZulCJ73fZNN9xg/3IfQCa18+ZJuY9hwKRSyYTv0iWZED7wQMu3IK+pATZsAL75Rn+bVgscPw68/DLw4otNTONyd5casGPHzB+fONF4KSs3V5pHHDwo+UcREfo9ncaOldm+o1RUSI/ulBTj20tLkbU7Hbl5EXDxckdYWOukTcXEyD5Lb71lvJduUhJw553mAxsfn8adwsJC2XbM8KUeOgQcOSLNFp1hb6fCQuCLLywf37ZNzkVb37w3J0dWCM25ckU2LWbQRNQ6Gh00hYeH48cff8TDDz+MhQsXQnu1qlShUGDs2LF46623EGFD5ygiaht++00mUIZduHSd37p0aeNXcw1mVHv2yARU9zrLy4G1a4GTJ4H58+3fAE2hkEZ9H34osUFlpawc+PrqF1/27ZOr+y1dd3L2LLBzp/ljOTmy8NPkMSQlSb/vL780fhONHSt5iIZ27pRltltukUYRGzZI9DZ0qOSjDR3axEHYQWYmcOCA0U3l8f2wvdMUrH+9FkWdyoFO7ggJke7jgwa1bLCrUMjpiIiQoZWWyuJnVJRNpXVmpaWZxoaABNcffiilf47Oxi8vl8DJktxcWXWyd9CkS2EtLpbFz6iolk1b1K18W2JuyzAiahk2LbLHxMRg69atKCgoQFpaGgAgNjaWtUxE7VRVlVzNNde2WKORY717G2+m2Rbl5kqAZO51/vwzcPq09U7kzeHiYjnTr6am4ZbR9lBUZH0LqnPnmvHgvr7ScWDECFm60mgkFTImxngfqLw8Weq6/nqJyA07ZWzaJKmUa9Y4rjtGcbGsTOp4eCAl4nb8e9nVE+cl/83JkdW5l16S9MaWFhYmX/b066+Wj50/L78vjv6z7+MjvzdXpyImune3/+dSbq5s87Znj3w2KpWSPXr//S2XRuvhIcFZ/RJMHXv/7InIMmVTvqlTp04YPHgwBg8ezICJqB0rLbVcjgLIBMrG/VydUm6uzNktOXq0ZZ7XzU3qTCzp3bt1Nh719JQJoCXNTjfz9JTliT/8AZg6VfY6qr9xblWVpOqlpZm2FgTkth07HLexkLe30UkqSRyKjZ8ZXHd01eepVlbKxLqtaqhmydp7pbV4ewO3327+mKurxN72XOmrqpIU5e3b9c0YNBpJj3v9devbvzVHWJi8FnPc3OzesZ+IrHCCjz4iclYeHtavKHfp0j46VDWUwtOSK2lDh5qvmfL0lA5nrdE6OTJSrpib4+UlJUUtzs9PuhsYFngZ8vGRnLGCglYYjBlRURLsXVXsG47sjKuzZzdXk0YVv/8u6WFtkbWObLGxze6BYjcDBkgzTMOyuM6dgQULZDHTnjIzpTGGOadOyWp0S1AogEmTgCFDjG/38pKayDa9LQFRG+MkPXCIyBl5eAA33yxZVebcfHP7CJpCQyVb7MwZ02NKpaz4tJTISOCvf5WSn59+kgyw3r2llqmhbaPsxcNDJp+vvWZ8Dry9ZQLaKh38vLykEGjtWtNjLi4yG1YqW74rhiWentJK8B//ANLS4F5ZCN8AFcqrAcR0MylsCQpyni5ztureHZgwQbq2GfLwAGbOdGw/DkOenvJ7MmAAcPGivE1CQ1umBrCgQNJlLTG3OGovXbtKXWVmpqzu6/Z0i4hw3K8DUUek0GodlevQOoqLi+Hn54eioiL4Nrc6lqgDKi2VkpKNG/WTBpVKMq1uv900y6qtOnTI/PZNU6fKV0sHhxqNpAlqNNLq3BGbc+bny1Xz8+el8UVsrAR1raaqCli1Cli2TF9k5ekps0M/P9kf65575PaaGskNVatbfAOh3FxpllFZCQT6VSJKcRbqvGx8cqof3l+nBtSmz794cdtOnSoqktqmr78GSkokgL/+etnvqSM6dgx45hnLx596Chg1qvXGQ0RN19TYgEETETWoqgrIyJCJIyArD1FRbbTduBVpaZKCc/SoLGyMHSsZY/YKDCsr5TxmZsq/o6PlPLb1Rhp2lZUFLFkCnDghl9Hd3SVKDw0Fnn1WijxSU2U2n54ujSZuukk6dbTAJrMpKdIFXVfzplJJ8DB9upRXrVplnLalUgF33SUNANvDKmx1tXx5eHTsVY2SEgmET540PebnJxdc2uzedUQdDIMmCxg0EZGtqqtl8mvPSWJpqazWbdpkvGJ3++3A5MnGdRkNqamRdKDaWtm41N7t0B0uO1tqm3bulMhk1Ch9f+0ffwReecW0YOjGGyV3zJYT2YBTp4C//MV857I77pCmgKWlEginpclFhB49JBhubxcUSH7Gr7yi3+QbkFTFxx9v41svEHUwDJosYNBERC2mqEg2i3F1lep4K1HWnj0y4TLHltSejAzgk0+k/qmyUtLn7rxTCsXb3YqVLlrRNVm4fFlypAxnrYaWLzdq1tBcGzcCq1ebP+brK63F2fK5Y7l4URY4s7KkEU5cnMTyRNR2NDU2aKNlqkREDlRRISshH38smxh5eQGjR0tnDDOz6IoK2dPKki+/lH1eGyrNyc6WuMCw6PzsWeDVV4EnnmiHNRX1OtIhJ8dywARIXqUdg6aMDMvHiost751DLa+wUH71yssllTYqqnUab3Tt2vKbTRORc2LQRERkq717gf/7P/2eQSUlEhWlp8tKSL2NjcrKrO/jkp8v92koaDp61HyXLo0GWLdOuu516mTja2lLGkqMsHPihLUaFS+v9lGz1BYdOyb7H+tqA9VqYMwYSZnk1pFE1FIYNBGR/eTkGPf+bfauqE7o0iXgo4/MT9B//10qxZOTjW728pIJ+MWL5h8yPLxxzSYOH7Z87Nw5CczaddAUHCyX+S2dyMREuz5dUhKwYYO+kZ+hMWNsT80rK5O3yK5d0pGvb19Jq+zWzS7DdX41NfJ704zWkOfOSdOFwkL9bZWVslrr6SnNFTtCw4oLF2SVuaJC0gSjo00XZonIvhg0EVHzVVRI0f7atfrZTEgIMGeOzArb0ywmL08CJ0uOHjUJmtRqydw7dEhWhQwplXKsMfVI1nocuLq23X2BGq1LF2DWLNlQqv6mOTfcIJtt2VFsrBT5//Ofko4HyM8rOVk2HrblbV1RAWzZYrwN1bFjwGefAQsXWt5cuF24eFHe/N99J91LRo+WfuxNKAhLTTUOmAxt3SqdDdt7F7uDB2WhOz9f/q17T86ezdRBopbU3v/EElFrOHhQ8mUMV19ycoC//x148UUgIcFxY7M3lUpmKfWjHx0Ll3v79AEeegj44AP9BNzPTzqw9ekDKc64dElm4l27mm2/NmyYTAzNGTxYFvfaveRk4PnnJR3yzBmJJCdOlBNg511XFQo551FRclW/vFwWu5pyVf/MGUmhrK+0FFizBnjhBefZNNauLlyQorvff9ffdvKktIxfuNDmLgqnT1s+VloqmbLt2Zkz0lDmyhX9bRoNsG+ffJ788Y+y0E9E9segiYiaR7f7rbl0tcpKyUXq2bP9rDaFhsrrSU01PaZUSk6XGW5uwIQJUnek62UQEgKEhWqBI0ekqcTRozLjSUoCpkwx2Uk0Lk42Ff70U+PH7tpV6jkcsSFuq1Op5PwkJsoMWa22a5txc8LCmt8l77ffLMfZaWnSja1nz+Y9h1M6cMA4YNI5d04+G3SbFTdScLDlY2p1+68zO3bMOGAytHOnXD9o1Q2piToQpw6aFi9ejBdeeMHotvj4ePxu7gOYiByjuBg4f97y8RMnJHhqqMtBW+HlJSliy5ZJy3FDd97ZYIqYyQT8WCrw0kuyylRYKIUvp04BP/8sK3Xduxs99dSpUguzb588ff/+slLV4Vpfu7m1qZq5igrrx+tnG7YLZWXAjh2Wj+/eLbN8G7o39O4twZG5OrNhw9p/at65c5aPlZdbDqiIqPmcOmgCgMTERGzfvr3u36p2n7RP1Ma4u8umNZb+Wnfu3P52+rzmGgl0fv5ZujN07ix1Gj172napu7oa+PxzWWY4fVq/FFFYKGlNn38OLFigv395ObwKLyMpVIWkuUHOv3p39izw66/A8eNAUJCk0MXFdZAlMWPXXGP5WJcuQGBg642l1Wg01qPB2lr5skH37sD8+VJnZviR06uXXLNo71MEa9mMHh5sBkHUkpz+40WlUiHY2no8ETlWQABw443AqlXmj48fL2lr7U10tHxNmdL0xygokAL5zEzT3C2NRup2/vAHSQn87TfZbfXkSbnUPmqU5Ps566X11FTT1bhNm6ToYty4Dhc4xcbKKsmRI6bH7ryznRbwe3tLI5izZ80fT0qyuUe4QgGMGCEpaKdPS3ZweLgs8Pr7N3/Izi4xUVaczV2juu46brRL1JKcfiaTlpaG0NBQdOvWDTNmzMBZSx++V1VWVqK4uNjoi4ha2KhRpjururgA06fbdbPRdsfFRWrBqqvNH3d1lcDq8GFpqHH4sKQ8FRRIK7aXX7bcftuRSkqA994zTV/UaIB337W+a2w71akT8OijwOTJMrlXqaTBxFNPySJluzVypPnAyMdHgv4mdC1QKOTcXXcdcMstEnt1hIAJkODwqaeMM1OVSmD4cHlvtcfrU0TOQqHV2nk3QDvaunUrSktLER8fj5ycHLzwwgvIysrC0aNH4WOhzZC5OigAKCoqgq+vb0sPmajjKimRyfDJkzLZj4+XlZjG9NLuyN56SwIicxYskInl2rXmi+kByVUaM6bFhtckx48Df/6z5eMPPCA9uzsgrVbi3Koq6Xbm5+foEbWCU6dkI6UDB+QE9O0rP/922fmidVy8aLpPU3tvgkFkL8XFxfDz87M5NnDqoKm+wsJCREVF4bXXXsN9991n9j6VlZWoNKgQLS4uRkREBIMmInJOR49K4HP0qPHtI0ZIZfsNNwCLFlluvTZ4MPDccy0/Tlv8+ivw179aPn7XXbIKSR1Hba00O9FqpYCrvRcfEZHTamrQ1KY+tfz9/dGjRw+kp6dbvI9arYaaV7aJqK2IiwPmzZMugykpMpkcPFguIbu5yVKEi4vloMkZuxJ27izNQSylR8fGtu54yPFcXKz3CycicnJtKvu1tLQUp06dQkhIiKOHQkRkH2q11H107y5V3iEhshlLTAwwY4b0Eh8wwPL3jxzZemNtrLAwYNIk88d69mTQRI3TdhJhiKgDcOqVpieffBK33HILoqKikJ2djUWLFsHFxQV33XWXo4dGRGQ/AQHSJW/4cNlsxcPD+Kr8HXfISlRBgfH3jRoFJCS07lgbQ6GQWix3d+n4l5cnr2nECHmdNnZMa1BWlqQ3pqbKYw8aJIFZe2t13xFUVkr93s6dQHa2BNnDhwM9ejh/i30iatecuqZp2rRp2LNnD/Lz8xEYGIgRI0Zg6dKl6G6w2WNDmpq3SETkVDIygJ9+kmJ6Ly9g7FjpYQ0A+fmS1hcS4nyNN3JzJU1PrZbW6U3olmZVWhqwfLnUy+golcCcOcBNN3W41uZtWnU1sHWrdF40TEd1d5eWcYMHO25sRNRudIhGEE3BoImI2pXqagk8qquB/fuBjz4Czp+XoGnAAGDatI6T/lZeDixdKo0n6lMqgb/9jR3a2pL0dOm6aK4Ff3CwBMddurT+uIioXWlqbNCmapqIiDo8V1cJCFJSgFdflYAJAGpqJIhatgw4d86xY2wtWVnmd4sFZKXCXDBFzuv0act7ll24ID9vIiIHYdBERNTWFBUB69eb76h36VLHCRaqqix3FQQsd+8j51RRYf24pYCKiKgVMGgiImprCgqAzEzLx3/+ufXG4kidOsmXJUzNa1u6dbN8zNsb6Nq19cZCRFQPgyYiorZGpbK+P5OfX+uNxZFCQoApU8wfi4oC4uNbdzzUPNHR0mHRnD/8AQgPb9XhEBEZcuqW40REZEZwMDBsGLBjh/njo0e37ngc6YYbpDHGp59KaqKbGzBkCHDnnUBQkKNHR7bw9gbuu08C3m3bJA01OBiYPBlITmbLcSJyKHbPIyJqizIzpTtc/aYPkyfLvk5eXo4Zl6Pk5sok281NNtdV8Zpgm3bpktQ4+fgA/v6OHg0RtSNsOW4BgyYiarcuXJANXX/5Ra7SJydLu/GOFjARERE1UlNjA16KIyJqq4KD5ev66x09EiIionaNjSCIiIiIiIisYNBERERERERkBYMmIiIiIiIiKxg0ERERERERWcGgiYiIiIiIyAoGTURERERERFYwaCIiIiIiIrKCQRMREREREZEVDJqIiIiIiIisYNBERERERERkBYMmIiIiIiIiKxg0ERERERERWcGgiYiIiIiIyAoGTURERERERFYwaCIiIiIiIrKCQRMREREREZEVDJqIiIiIiIisYNBERERERERkBYMmIiIiIiIiKxg0ERERERERWcGgiYiIiIiIyAoGTURERERERFYwaCIiIiIiIrKCQRMREREREZEVDJqIiIiIiIisUDl6AERERM6mpgY4fx4oLwd8fICwMEChcPSoiIjIURg0ERERGcjOBjZsAL7/HqisBLy9gQkTgJtvBjp3dvToiIjIERg0ERERXVVUBLz9NnD4sP620lLgk0+AK1eABx4AXF0dNjwiInIQ1jQRERFdlZFhHDAZ2rEDOHu2NUdDRETOgkETERHRVefPWz5WVQXk57feWIiIyHkwaCIiIrrKx8f6cXf31hkHERE5FwZNREREV0VHS+MHcyIi5IuIiDoeBk1ERERXRUQAjzwCqNXGt/v5AQ89BHTq5JhxERGRY7F7HhER0VUKBTBsGNC1K3DkCJCTA8TEAL16cZWJiKgjY9BERERkQKEAYmPli4iICGB6HhERERERkVUMmoiIiIiIiKxg0ERERERERGQFgyYiIiIiIiIrGDQRERERERFZwaCJiIiIiIjICgZNREREREREVjBoIiIiIiIisoJBExERERERkRUMmoiIiIiIiKxg0ERERERERGQFgyYiIiIiIiIrGDQRERERERFZwaCJiIiIiIjICgZNREREREREVqgcPYCWptVqAQDFxcUOHgkRERERETmSLibQxQiN1e6DppKSEgBARESEg0dCRERERETOoKSkBH5+fo2+v0Jra5jVxmg0GmRnZ8PHxwcKhcLRw6EGFBcXIyIiAufOnYOvr6+jh0NOgu8Lqo/vCaqP7wmqj+8Jqk/3nkhNTUV8fDyUysZXKrX7lSalUonw8HBHD4Ns5Ovryw84MsH3BdXH9wTVx/cE1cf3BNUXFhZmU8AEsBEEERERERGRVQyaiIiIiIiIrGDQRE5FrVZj0aJFUKvVjh4KORG+L6g+vieoPr4nqD6+J6i+5rwn2n0jCCIiIiIioubgShMREREREZEVDJqIiIiIiIisYNBERERERERkBYMmIiIiIiIiKxg0kVNYvnw5Bg0aBB8fHwQFBWHSpEk4ceKEo4dFDvT222+jT58+dZsSJicnY+vWrY4eFjmRFStWQKFQYMGCBY4eCjnQ4sWLoVAojL569uzp6GGRg2VlZeHuu+9G586d4eHhgd69e+Pnn3929LDIQaKjo00+JxQKBebOndvox1C14PiIGm337t2YO3cuBg0ahJqaGvzlL3/BuHHjkJqaCi8vL0cPjxwgPDwcK1asQFxcHLRaLd5//33cdtttOHToEBITEx09PHKwlJQUvPPOO+jTp4+jh0JOIDExEdu3b6/7t0rF6U1HVlBQgOHDh+O6667D1q1bERgYiLS0NHTq1MnRQyMHSUlJQW1tbd2/jx49irFjx2Lq1KmNfgy2HCendOnSJQQFBWH37t0YNWqUo4dDTiIgIACvvPIK7rvvPkcPhRyotLQU/fv3x8qVK/HSSy+hX79+eOONNxw9LHKQxYsXY/PmzTh8+LCjh0JO4plnnsG+ffuwd+9eRw+FnNSCBQvwxRdfIC0tDQqFolHfw/Q8ckpFRUUAZJJMVFtbi3Xr1uHKlStITk529HDIwebOnYuJEydizJgxjh4KOYm0tDSEhoaiW7dumDFjBs6ePevoIZEDffbZZxg4cCCmTp2KoKAgJCUl4T//+Y+jh0VOoqqqCv/73/8wZ86cRgdMANPzyAlpNBosWLAAw4cPR69evRw9HHKgI0eOIDk5GRUVFfD29samTZtwzTXXOHpY5EDr1q3DL7/8gpSUFEcPhZzEkCFDsGbNGsTHxyMnJwcvvPACRo4ciaNHj8LHx8fRwyMHOH36NN5++208/vjj+Mtf/oKUlBTMmzcPbm5umDVrlqOHRw62efNmFBYW4t5777Xp+5ieR07noYcewtatW/H9998jPDzc0cMhB6qqqsLZs2dRVFSETz75BO+++y52797NwKmDOnfuHAYOHIhvv/22rpbp2muvZXoeGSksLERUVBRee+01pvJ2UG5ubhg4cCB++OGHutvmzZuHlJQU/Pjjjw4cGTmD8ePHw83NDZ9//rlN38f0PHIqjzzyCL744gvs3LmTARPBzc0NsbGxGDBgAJYvX46+ffviH//4h6OHRQ5y8OBB5Obmon///lCpVFCpVNi9ezfefPNNqFQqoyJf6rj8/f3Ro0cPpKenO3oo5CAhISEmF9cSEhKYtknIzMzE9u3bcf/999v8vUzPI6eg1Wrx6KOPYtOmTdi1axdiYmIcPSRyQhqNBpWVlY4eBjnIDTfcgCNHjhjdNnv2bPTs2RNPP/00XFxcHDQycialpaU4deoU7rnnHkcPhRxk+PDhJtuWnDx5ElFRUQ4aETmL1atXIygoCBMnTrT5exk0kVOYO3cu1q5diy1btsDHxwcXLlwAAPj5+cHDw8PBoyNHWLhwIW688UZERkaipKQEa9euxa5du7Bt2zZHD40cxMfHx6TO0cvLC507d2b9Ywf25JNP4pZbbkFUVBSys7OxaNEiuLi44K677nL00MhBHnvsMQwbNgzLli3DHXfcgQMHDuDf//43/v3vfzt6aORAGo0Gq1evxqxZs5q0LQGDJnIKb7/9NgCpTzC0evVqmwv1qH3Izc3FzJkzkZOTAz8/P/Tp0wfbtm3D2LFjHT00InIi58+fx1133YX8/HwEBgZixIgR+OmnnxAYGOjooZGDDBo0CJs2bcLChQuxZMkSxMTE4I033sCMGTMcPTRyoO3bt+Ps2bOYM2dOk76fjSCIiIiIiIisYCMIIiIiIiIiKxg0ERERERERWcGgiYiIiIiIyAoGTURERERERFYwaCIiIiIiIrKCQRMREREREZEVDJqIiIiIiIisYNBERERERERkBYMmIiLqkPLz8xEUFISMjIwWe441a9bA39/f6n0WL16Mfv36Wb3Pvffei0mTJtX9+9prr8WCBQuaNba8vDwEBQXh/PnzzXocIqKOgEETEVE7cu+990KhUODBBx80OTZ37lwoFArce++9rT8wJ7R06VLcdtttiI6OxuLFi6FQKKx+tZQnn3wSO3bssOl7Nm7ciBdffLHu39HR0XjjjTdseowuXbpg5syZWLRokU3fR0TUETFoIiJqZyIiIrBu3TqUl5fX3VZRUYG1a9ciMjLSgSNzHmVlZXjvvfdw3333AZDAJScnp+4rPDwcS5YsMbrNVtXV1Y26n7e3Nzp37mzTYwcEBMDHx8fmMdU3e/ZsfPjhh7h8+XKzH4uIqD1j0ERE1M70798fERER2LhxY91tGzduRGRkJJKSkupu++9//4vOnTujsrLS6PsnTZqEe+65B2vWrLG46hIdHQ3AfGrZrl27oFAoUFhYWHfbp59+isTERKjVakRHR+PVV181+p7Kyko8/fTTiIiIgFqtRmxsLN577z1kZGRYXf3JyMgw+3wN+eqrr6BWqzF06FAAErgEBwfXfbm4uMDHx6fu3yEhIdi8ebPRY/j7+2PNmjUAUDfO9evXY/To0XB3d8eHH35Yd9/NmzcjLi4O7u7uGD9+PM6dO1d3rP45rK2txeOPPw5/f3907twZf/7zn6HVao2e2zA979prr0VmZiYee+yxuvNy5coV+Pr64pNPPjH6vs2bN8PLywslJSUAgMTERISGhmLTpk2NPndERB0RgyYionZozpw5WL16dd2/V61ahdmzZxvdZ+rUqaitrcVnn31Wd1tubi6+/PJLzJkzB3feeWfdKssbb7yB8PDwun+npKQ0eiwHDx7EHXfcgWnTpuHIkSNYvHgxnnvuubqAAwBmzpyJjz76CG+++SaOHz+Od955B97e3oiIiKh7zgMHDgAADhw4UHdbREREk87P3r17MWDAgCZ9rzXPPPMM5s+fj+PHj2P8+PEAZFVr6dKl+O9//4t9+/ahsLAQ06ZNs/gYr776KtasWYNVq1bh+++/x+XLl60GNRs3bjRZGfPy8sK0adOM3gMAsHr1akyZMsVolWrw4MHYu3dvM185EVH7pnL0AIiIyP7uvvtuLFy4EJmZmQCAffv2Yd26ddi1a1fdfTw8PDB9+nSsXr0aU6dOBQD873//Q2RkJK699looFAp4eHgAAPz8/ODi4oLg4GCbx/Laa6/hhhtuwHPPPQcA6NGjB1JTU/HKK6/g3nvvxcmTJ7FhwwZ8++23GDNmDACgW7dudd+ve86KigoAQGBgYJPGYSgzMxOhoaHNegxzFixYgMmTJxvdVl1djbfeegtDhgwBALz//vtISEjAgQMHMHjwYJPHeOONN7Bw4cK6x/nXv/6Fbdu2WXzOgIAAo5Uxnfvvvx/Dhg1DTk4OQkJCkJubi6+++grbt283+v7Q0FAcOnSoya+ZiKgj4EoTEVE7FBgYiIkTJ2LNmjVYvXo1Jk6ciC5dupjc74EHHsA333yDrKwsANLtTddMorGOHDkCb2/vuq8bb7zR6Pjx48cxfPhwo9uGDx+OtLQ01NbW4vDhw3BxccHo0aOb8Er1wsPD4ePjg5iYGDzwwAMoKiqyeN/y8nK4u7s36/nMGThwoMltKpUKgwYNqvt3z5494e/vj+PHj5vct6ioCDk5OXUBlu77zT1uQwYPHozExES8//77ACQgjoqKwqhRo4zu5+HhgbKyMpsfn4ioI2HQRETUTs2ZMwdr1qzB+++/jzlz5pi9T1JSEvr27Yv//ve/OHjwII4dO2Zzd734+HgcPny47uvdd9+16ft1q1nNtXfvXhw6dAj/+c9/8O233+LZZ5+1eN8uXbqgoKCg0Y+tUChM6orMNXrw8vJq/IBbwf3331+XBrl69WrMnj3bJCC+fPkyAgMDHTA6IqK2g0ETEVE7NWHCBFRVVaG6urquvsYc3cR69erVGDNmjM11Qm5uboiNja37CgsLMzqekJCAffv2Gd22b98+9OjRAy4uLujduzc0Gg12795t0/PWFxMTg9jYWIwZMwZTp07F4cOHLd43KSkJqampjX7swMBAow56aWlpjV6dqampwc8//1z37xMnTqCwsBAJCQkm9/Xz80NISAj2799v9P0HDx60+hxubm6ora01uf3uu+9GZmYm3nzzTaSmpmLWrFkm9zl69KhRgxAiIjLFoImIqJ1ycXHB8ePHkZqaChcXF4v3mz59Os6fP4///Oc/FlekmuOJJ57Ajh078OKLL+LkyZN4//338dZbb+HJJ58EIHsMzZo1C3PmzMHmzZtx5swZ7Nq1Cxs2bLDpeSorK1FRUYHff/8dW7duRa9evSzed/z48Th27FijV5uuv/56vPXWWzh06BB+/vlnPPjgg3B1dW3U97q6uuLRRx/F/v37cfDgQdx7770YOnSo2XomAJg/fz5WrFiBzZs34/fff8fDDz/cYGfA6Oho7NmzB1lZWcjLy6u7vVOnTpg8eTKeeuopjBs3DuHh4UbfV1ZWhoMHD2LcuHGNei1ERB0VgyYionbM19cXvr6+Vu/j5+eHP/zhD/D29sakSZPsPob+/ftjw4YNWLduHXr16oXnn38eS5YsMUoDfPvttzFlyhQ8/PDD6NmzJx544AFcuXLFpucJDg6Gh4cHRo4cib59+2L58uUW79u7d++6cTXGq6++ioiICIwcORLTp0/Hk08+CU9Pz0Z9r6enJ55++mlMnz4dw4cPh7e3N9avX2/x/k888QTuuecezJo1C8nJyfDx8cHtt99u9TmWLFmCjIwMdO/e3STV7r777kNVVZXZgHjLli2IjIzEyJEjG/VaiIg6KoW2fpI2ERF1ODfccAMSExPx5ptvOnoorebLL7/EU089haNHj0KpbL/XED/44AM89thjyM7Ohpubm9GxoUOHYt68eZg+fbqDRkdE1Daw5TgRUQdWUFCAXbt2YdeuXVi5cqWjh9OqJk6ciLS0NGRlZTV5vydnVlZWhpycHKxYsQJ/+tOfTAKmvLw8TJ48GXfddZeDRkhE1HZwpYmIqAOLjo5GQUEBnnvuuboaI2ofFi9ejKVLl2LUqFHYsmULvL29HT0kIqI2i0ETERERERGRFe03iZuIiIiIiMgOGDQRERERERFZwaCJiIiIiIjICgZNREREREREVjBoIiIiIiIisoJBExERERERkRUMmoiIiIiIiKxg0ERERERERGTF/wPem2IdDsry9wAAAABJRU5ErkJggg==", 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='turbidity', y='organic_carbon', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь мутности и органического углерода с пригодностью воды\")\n", + "plt.xlabel(\"Мутность (Turbidity)\")\n", + "plt.ylabel(\"Органический углерод (Organic Carbon)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='hardness', y='conductivity', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь жесткости и проводимости с пригодностью воды\")\n", + "plt.xlabel(\"Жесткость воды (Hardness)\")\n", + "plt.ylabel(\"Проводимость (Conductivity)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='ph', y='potability', alpha=0.5, color=\"purple\")\n", + "plt.title(\"Зависимость pH от пригодности воды\")\n", + "plt.xlabel(\"pH\")\n", + "plt.ylabel(\"Пригодность к питью (0 - нет, 1 - да)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "c84f59c6-c486-44f2-bbc7-4abe405505e9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + ] + }, + { + "data": { + "image/png": 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KykoaGxvZunUrAwcOVLu0sCIjBXFcN998c7vtEttqRSlEZ9uxYwejR4/G4/Hwz3/+kx9//JHCwkIJhC4gIwXRIVOnTm3VlnHlypVcddVVKlXUPp+i4PH6cHsVfIqCz6fgVVpub/n+yN+PvnRTowHNob9oOPx30Go06LQtX3rtz/8un6u6w913381vf/vbE16FVJw4+Y0WHWIymfztCdtrUzhv3jzi4+P5/PPP6d+/PxEREVxwwQWUlpb6H3O4AfthLpeLvLy8gBFHe43cDzdSKSwq5uJLLyM6OpqY2FguveIq1mzfx57KZrYfbGLrgUZ2VjQTHWEgNtJIvNlEUrSJlJgIlqxcQ1WzgxqLk9OGDeSVl1+i3uai3uaizurirttn8Ktrr6bG4qTa4uSyqecx6757Odhgp7TORlGNlb1VFnZVNHPT7b9l7IRJbD/YxO7KZoprrBxssFPd7KTR7sLu8uLzKfTp06fVc/l5U/e2nvPRr9OJNnC/5ZZbuOSSSwJuc7vdpKam8uabbwItjeTbep2P3q/P5+OJJ54gKysLk8nEiBEjWLhwof/+Y40glyxZQnFxMRqNhvfff5+JEycSERHBkCFDWvUP2Lp1KxdeeCHR0dGkpaXxq1/9ipqaGgCsViuLFy/G5XL5f6+GDh3KF1980ep5t/Wcju5nXVpayvTp04mPjycxMZHLL788YDnqm2++mSuuuKLVv83RvTI68jsMLb2s8/PzMRqN/loOr9gazCQURKey2Ww89dRTvP3226xYsYKGhgauu+66dh//6quvUllZ2er22NhYSssOsLeolK17i1m/o5AKm8LWsgYuvvQyyiurmfPhfF5/91P27dvHXbfeiN3txePzBWzniedfY9G6nbz7n0Wd/lwP8/h8ONxemhxuaixOyhvt7K+1saeqma0HG3F7FX7/4B/ZsHMf2wv3A7TqoKUoCrGxsf6G9bNmzQq4/0QbuM+YMYOFCxdSXl7uv23+/PnYbLaApcwPt5Fsb78vvfQSzz//PH/961/ZvHkzF1xwAZdddhl79uwBCPhZgE8++cT//cSJE/3buf/++5k1axYbNmxgwoQJXHrppdTW1gLQ0NDA2WefzciRI1m7di0LFy6ksrKS6dOnAy2tSBVF4e9//ztPPPEEmzdv5qqrrmLatGmtQlFRlIDndHTvB7fbzQUXXEBMTAzLli1jxYoVREdHM3XqVFwu1zFfz2Np63d4586dzJgxg1tuuYW9e/dSXl7OhAkTTnof3UlCQXQqt9vNq6++yoQJExg9ejRvvfUWK1eubPNNrK6ujj/96U88+OCDAFgcbiqbHFQ3O1HQUKdEYdVH4zXFoYtOxObysuKHxezduZ1nX32DQcNGMGzkGP704uusXb2CrRvX+7ftOtToPiEpieTUNBKSkrvnBWiDy+UkMjoWrTkBt7Gl33NJnY29VRYO1Nuoszqx2h0YjUb/KOznfZ6PbuCenp5+3NVRJ06cSH5+Pu+8847/trlz53LNNdcEbDsqKipg9Pfz/f71r3/lwQcf5LrrriM/P58///nPjBgxwv/p++ifhZY+0Ie/P3pF1bvvvpurrrqKgoICXn/9deLi4vwjlldffZWRI0fy9NNPM3DgQEaOHMk///lPFi9ezO7du/EdCvoHH3yQ66+/ngEDBvDYY49x1lln8de//jWgXrfbTVxcnL+Go7voffDBB/h8PubMmcPQoUMpKChg7ty5lJSUnHBvjMN+/jt82ObNm9HpdDz44IPk5OS0ej2CmYSC6FR6vZ6xY8f6vx84cGCbDdpdHh//9/CjTJh0Bn0GjQKguNZGZZMDh9sLtL1O4769u0nL7EV65pFPgP0GDCQmLo6ivbv9tzXU1wEQHR3TahtHe/GZxxifn+X/WvD5R60e88HbbzI+P4szhvblhkvPZcm3Xx/7RfiZxoZ6zDGBdSgK2Fweaq0uyurtFB2swRgRSWG1hcomBy5P4IjnZBq4z5gxwz8PVFlZyddff31CTXKampo4ePAgp59+esDtp59+eqt/z+M5+lOyXq9nzJgx/m1s2rSJxYsXBzS5PzyBXFhYGLDfo02aNInt27e3qtlsNrdZw6ZNm9i7dy8xMTH+/SQmJuJwOAL2M3/+/IBafvOb37T7vJ544gnOOussJk2aFHB7bm4ubrebjz76qFv6KncmmWgW3cLnU2iyu2myu3G6fXyzagNvzZvLhwt/oLLiYKfvr6ykGIBeOb2P+bib7/gdl13zC//3Lz7zGD6vN+AxF11xDbf9bhYul5MvPnyP//nNzXy1fEOH6qgsP4Db5aJX9rHrqKqsICUtHavTg9Xpod7mwuH2UlRjJdqk5/6H/veEG7jfeOONPPTQQ6xatYqVK1eSm5t73D7ParBYLFx66aX8+c9/bnVfRkYGHo+n3Z/9eZe5o3s4t7Wf0aNH8+6777a67+iR11lnncXrr7/u//7TTz/l6aefbvUze/bsYc6cOWzcuJGysrKA+8aOHcsTTzzBr3/9a375y19iMBiw2+0BcxHBSkYKolN5PB7Wrl0LgMvjZfX6LTQ0NBCRkkNxrRW724uCwotPP8a0639FTm7fE9p+37wBVB48QMXBI/8JC3fvpLmxkb798/23rVu9gszsHNIyeh1ze/GJSeTk9vV/mc3RrR4TExtLTm5f8vILuHPWQ7hdroBRybGsXb2CiIhIBg87dh/pbZvWM3DwsFa3NzvclDfaadKYufKXM4hPSOSLrxYyf/5Xx913UlISV1xxBXPnzmXevHn8+te/7lDNh8XGxpKZmcmKFSsCbl+xYkVAo/uOWL16tf/vHo+HdevWUVBQALS0Rt22bRt9+vQhLy8v4MtsNvsPB/28juXLlwfUUVhYSH19fbv9jkeNGsWePXtITU1ttZ+jGyqZzeaA+1JTU9vc3oMPPsiMGTPIy8tr8/6ZM2eSkZHB448/zsaNG0+oH7WaZKQgOpXBYOA3d/2WPzzxZ7xoeebhBxg2aiyDR4zyP6akuIjyA2XMX7b+GFtq2/jJZ5I3cBB/+N3tPPDYM3g8Hp7+v/9hzPjTGTy85c1g57YtfPDWm1w87RpqqlomAOtrW85kaayvw+v1BhxrPh6v14vT4cDlcvLZ+/9CbzDQp18ePyz65pg/V1pcxD9fe5Ezz7+Q5qZGmpuOXDTY3NSI2+XCYmnmX2/8jY1rf2TWw+2fblm2v5j//f2d/OnF10npN4TyspKW7djdeH2+dk+NnTFjBpdccgler5ebbrqpw8/5sPvvv59HH32Ufv36MWLECObOncvGjRvb/LR9LK+99hr9+/enoKCAF154gfr6ev+hrN/+9re88cYbXH/99TzwwAMkJiayd+9e3n//febMmYNOp+Pee+/lqaeeom/fvowaNYr33nuPxYsXs359y+/Q2rVrmTlzJkOHDm33zfeGG27gueee4/LLL/efUbV//34+/fRTHnjggYBJ6ePZu3cvJSUl7N27t837FUXhxhtvZNSoUTz00ENASze/UCChEAxC/Apjh9tLRaOd8kY7EZGR/PKOmdx3561UVZYzatwEHnvu5YDH221W7vzjk8QlJJzwvjQaDS+9+S7PPvwgv776YrRaLaefeQ4PPXHk0MO1U88AYN7/e4V5/y+wOfzt11/BgpWb6JWd0+F9vj/vDd6f9wYGo5GcPn155uV/BMxptOf26y/nYFkpe3ftYOGXgd3THpn1WzKzc9i9fSsrl37PC2/8i6EjR7e5HYfdzn133Mj0G2/ljHMuAMB36OhReZOD7eXNxJj0xEYaiI3Qo9cdCYhzzz2XjIwMBg8e3O5hlWOZOXMmjY2NzJo1i6qqKgYNGsSXX35J//79T2g7zz77LM8++ywbN24kLy+PL7/8kuTklsn/w6ORBx98kPPPPx+n00nv3r2ZOnUq2kNhN2vWLJqbm5k1axbV1dUMHDiQTz/9lOHDhwNw7733kpWVxezZs1sdUjosKiqKH374gQcffJBp06bR3NxMr169OOecc4iNjT2h52O1Wnn88cfbbZX67LPPsmfPnuOeJRaMpPNaNwm3zmtur48Gm9t/7Bvgiw/f47nH/8DybftVrW14dgKbSuvbvG/6BZN5Yc67JxQKJ+vCCcOY8+H8Nvf1+1tv4IYZdzJ2wqQ2fvLkaTQaYiP0JJqNRJv0WK1WevXqxdy5c5k2bVqn7qsjiouLyc3NZcOGDSFxPD3Udcb7jIwURIcpSstkcZ3NjcXhQWnnDCG1JaW0fQwYWuYQdLrumUpLSExud18xcfEYDIZO36eiKDTa3dRbnVgb6/n3m38jPj6eyy67rNP3JcKThII4Lo/XR53VRa3VhdvrO/4PqOz79bvave8f//682+p476vv273vydmvdem+yw+UcdHE4aRlZPLk7L9R2uAk0ewjJsKAtp3DK0KAHD7qNqF4+Mju8lJrcdJgd+OTX5OwoNdqSYo2kmQ2Bsw9iPAgh49Epzt8iKjG6sLqbP/8cBGaPD6f/6rxRLOR5GgTRr2EgzhCQqGbBevAzKco1FtdVDc7cYXAISJxanyKQo3FSa3FRVyUgZRoE5HGjp+mK4JTZ7y/SCh0k8OTijabLajOV/YpCvU2F9VNEgY9kYJCg81Fg81FTERLOERHyNtCqLLZbACndBKD/Ot3E51OR3x8PFVVVUDLOdPtnU/dHQ6fpVJnceH2SRgIaLK4aLJYiTLqSI42EWmUt4dQoSgKNpuNqqoq4uPjT+jizJ+TieZupCgKFRUVqnYqUxQFm8tLs8ODxyf/9KJtGiDSqGt1MZwIbvHx8aSnp5/SB04JBRV4vV5Vmo6v3FvD//thHwfqbd2+bxGadFoNFw7J4MaJvUkym9QuRxyDwWA4pRHCYRIKPcDeqmaemL+DH3ZXq12KCFFRRh23nJ7LHVP6EhPR+RfdieAhoRDGGu1uXvxuN++s2i+HikSnSDIbeejCgVwzJlvtUkQXkVAIQz6fwr/XlPDXb3ZRb+v+w1Qi/J2Wm8hTVw4hL/XYTYxE6JFQCDPrS+r530+3sLOiWe1SRJgz6DTcNrkvM8/pT4RBrnEIFxIKYcLh9vLcN7uYu6IIOVIkulN2YiRPXDaEswa2vxChCB0SCmFgTXEd932wgdJ6h9qliB5s6uB0Hr98MGmxobG2l2ibhEIIs7u8PDV/K+/+VBaki1iLniYu0sCTVwzhsuEn3tBHBAcJhRC1qrCG+95fT3mzTCSL4HPJsAz+dMUQ4qOMapciTpCEQohxerw88cUW3ltzQEYHIqilxZp4/poRTOqfrHYp4gRIKISQ/bVWbv3nKvbWOtUuRYgO0Wjgtsl9uf+CfAyyXEZIkFAIEZ+sKeL/Pt+Ow6t2JUKcuCG9Ynn5upH0TYlWuxRxHBIKQc7p9nLfv1bx1a5GtUsR4pTEmPQ8P3045w9OV7sUcQwSCkFsb0UDN89ZSZlF/olEeNBo4Hdn5XHveQNUXTpetE9CIUh9sHI3j8zfhdMnx2FF+DlnYCovXDeCWFlcL+hIKAQZRVH44/ureHdTHS2r2gsRnnKTzfzjV6PpnybrJwUTCYUg0myzc8vfl7CmUjqhiZ7BbNTx/PThTB2SoXYp4hAJhSCxc38Ft85dzQGHDKdFz6LRwMyz+3PveQPULkUgoRAUFv64lfs/30OzIld/ip7rurHZPHXlUHRaOWyqJgkFFSmKwj/mr+KvK6pxI03ShTi3II1XfzFSluJWkYSCStxuD4/96zve2+lG0cgZRkIcNrp3Am/eNEbWTVKJhIIKLFYb9//zG74uM7QcUBVCBOifGs1bt4wjMz5S7VJ6HAmFblZZU8t9b37LirpoCQQhjiE9NoK3bhlHfrqcstqdJBS6UeH+UmbNW8JGe6LapQgREmIj9Lxz62kMz45Xu5QeQ0Khm2zZuYdZ76xgtzdF7VKECCmxEXrenTGeoVlxapfSI0godIP1W3fwP+/9yD6fBIIQJyMu0sC7M05jSC8Jhq4modDFftqwhf/5YD0lSKMRIU5FQpSB924bT0FGrNqlhDU5F7ILrVizgfs/WCOBIEQnqLe5uWHOj+yqaFa7lLAmodAFFEVhyaq1PPzRGvaTpnY5QoSNOquLG+asZk+lBENXkcNHnUxRFL5dtprn/rOBPbreapcjRFhKjjbx4R3jpZNbF5CRQidSFIX//rCK2V/8xB5djtrlCBG2aixObp67hhqL9CvvbBIKnWjp6nX87T+r2WXoi/RCEKJrldTZuPWttdhd0ri8M0kodJJV6zbxt8+WsFWfhyIvqxDdYlNpAzPf34DPJ0fBO4u8e3WC9Vt38PePFrJBk4cXWd1RiO707fZKnpi/Xe0ywoaEwinaubeIOR98yVolF7dGGuQIoYZ5K4uZs2yf2mWEBQmFU7C/7CBvvv85P9rTsWjMapcjRI/21IIdLNhSrnYZIU9C4SRV1tTyxr8/ZXWtiVq9XJwmhNoUBe79YCNbyhrVLiWkSSicBKvNzrwPv+SnUhulJjn1VIhg4fT4uPPddTTa3GqXErIkFE6Q1+vlgy8Xsnx7CfuiCpBTT4UILmX1dn7/wQbkutyTI6FwAhRFYeGSFSxcsZ7CmOF45OUTIigt3lXNy4v2ql1GSJJ3tROwbssOPl34PUXRg7EpcqaREMHspUW7+WF3tdplhBxZ+6iDiksP8uKb77LFaqZQ1jTqEE9zDQ1L5mHftw7F40Qfn0HSRb/HlNEfANuulTRv/BpXxV58jmYybn4ZY1rfgG3ULXoD69ZFaAwRxE+5iejBZ/nvs+5cjnXrIlKvfrRbn5cIHQlRBubPnEwv6fXcYTJS6ID6xibmffQF++ocFMmaRh3idVio+NcDoNWTes1jZNz6NxLOvhVtxJEFzHxuB6asQcSfeXOb27Dt/RHrjqWkTn+ShDN/Td3CV/DaWs4s8TmtNPzwNonn39kdT0eEqHqbm7veXY/L41O7lJChV7uAYOdyuXnnk/ls27uf4oTx+LwysdwRTas/Rh+bTPLFv/ffZohPD3hM9JCzAfA0Vra5DXdtKRHZQzFl9MeU0Z+6RW/gaaxEFxVH/eK5xIy8CH1sapc9BxEeNpU28OzXO3nk0kFqlxISZKRwHN8sXcmq9ZupSR5Ok1fmETrKvvdHjOn9qf78GUpfuYGDc2fSvHHhCW3DmJKLq2IvXocFZ8XelkNQCZk4yrbhqiwkZvSlXVS9CDdzVxaxqrBW7TJCgowUjmH7nn3M/24pjrgcilzSAvBEuBsqcG9YQOzYK0ibMB1n+R7qF/0Djc5A9NBzOrSNyL6jMQ8+k4q37kWjN5J88b1oDSbqvvkbSRffS/OGBTSvn48uMpbEC+7GmCJzPaJtigL3f7yJhb8/g2iTvO0di7w67Whoaubfn39NrUNhW1S22uWEHkXBlJ5HwpSbADCm9cNds5/mjQs6HAoA8ZNuIH7SDf7vG5a/R0SfEWi0OhpXfUDmLa9h3/sTtV/NJuPmlzr9aYjwUVZv58n/bOfPVw9Tu5SgJoeP2uDz+fh4/rfsLtpPaewQXIq8TCdKF52AITlwUt6QlI236eRPEXTXlmLdvpj4yb/EUbKFiKwh6KLiiBo4GVdlIT6n7VTLFmHug7WlLNrR9hyWaCHvdm1Y9tN6fvhxHd6UfCrdEWqXE5JMvQbhrisLuM1dd+CkJ4YVRaH2m9dIOHsGWmMkKD4Un6flzsN/KnKGiTi+hz7dQoPNpXYZQUtC4WdKDpTzyYLvIMLMZpec2XKyYsdejvPgLhpXfYi7/iDW7UuwbFpI9KiL/Y/x2ptxVe7DXVMCgLuuDFflPryW+lbbs2z6Bl1kLFF5pwFg6lWAY/9mnAd20rTmCwxJOQGnuwrRnupmJ3/8fKvaZQQtuXjtKHaHgxfnvMvmHXuoSBlNkSNK7ZJCmm3vTzQsfQt3/UH0cWnEjr2CmBFT/fdbtnxH7YIXW/1c3OnXB8wjeK31lL89i/RfPoc+Jsl/e8OKf9O89ku0UXEkX3wvpsz8Ln0+Iry89otRXDwsQ+0ygo6EwlG+/O8S/v3F15gy81nSnKZ2OUKILpQeG8GiWVMwy9lIAeTw0SFFJQf4eskK4uITWWOV/ghChLuKJgcvL9qjdhlBR0IBcLs9fLpwEQ1NzZSY+mD1SZ9lIXqCf64oYm9Vs9plBBUJBVrONlq/ZQcxGX3ZYZO2mkL0FG6vwqNfblO7jKDS40OhorqWL79dijkqko2OFBRpmiNEj7Jiby1fbZbezof16FDw+Xx8vnARFVXVuBP6UOU2ql2SEEIFf/pqOzaXR+0ygkKPDoU1m7axct1msnplsq45Tu1yhBAqKW90SKe2Q3psKDQ1W/j8m+/RarWUaVJp8sppaUL0ZP9cXkRpnSyV0mNDYenqdRSVHCQjM5MNzTFqlyOEUJnL62P2t7vVLkN1PTIUKqpr+e8Pq0iMj2WLPQGnLHgnhAC+2HiAnRVNapehqh73bqgoCv9dupLq2nrMiWlst8opqEKIFj4Fnlu4S+0yVNXjQqFwfynLf9pARloy661x+OQUVCHEURbtrGJ9SetFGXuKHhUKPp+PrxYto9lmQx+dyD57pNolCSGC0As9eG6hR4XCxu27WL9lBzmZ6Wy2xsiFakKINi3bU8Oa4jq1y1BFjwkFl8vNgu+XoSgK2sgY9thkWWwhRPtm/7dnjhZ6TCis2bSVHXuKyMnKZLMlWuYShBDHtGpfbY+cW+gRoeByuflu+Y/o9XoUfQQ7ZZQghOiAN5cVqV1Ct+sRobBx2072FpWQlZHGVqsZr1yXIITogIXbKiir71lXOYf9u6PH42HRip9Aq0FrjJDrEoQQHeb1KcxdUax2Gd0q7ENh88497NhbRFZGGjutZtwyShBCnIAP15TS7HCrXUa3Cet3SJ/Px/fLf8Ln9RIVESlzCUKIE9bs9PDBmlK1y+g2YR0K23YXsnX3XrIy0ylzmmiWlVCFECdh7opivD5F7TK6RdiGgqIoLF65BrfbQ7Q5ih0yShBCnKQDDXa+3tozurOFbSjsKylj847dZKalYPFqKXVEqF2SECKEvb1qv9oldIuwDYU1G7disdqJjYlml9UsS1oIIU7JmuI69tda1S6jy4VlKDQ2W1i1fjNJCXEoaNglh46EEKdIUeCTdWVql9HlwjIUNm7bSVVNHSnJiex3RGDz6dQuSQgRBj5ZfwBFCe8J57ALBa/Xy/KfNmI0GtHrdDJKEEJ0mgMNdlYV1qpdRpcKu1DYU1TC3uISMlKTsXu1HHCa1C5JCBFGPg7zQ0hhFwo/bdyKw+Uk2hxFsSNCJpiFEJ3q660VWJwetcvoMmEVCrX1jfy0cSvJCQkA0llNCNHp7G4vCzaH7zULYRUKm7bvora+geTEBGxeLRUuo9olCSHC0KcbwvcQUtiEgqIorN20DaPRgE6npcgeKYeOhBBdYk1xPfVWl9pldImwCYUDFVUU7i8lJTERgH1yBbMQoot4fQrf76xSu4wuETahsGNvEY3NVuJio7F6tVTKoSMhRBf6dnul2iV0ibAIhcOHjiIiTGg0mkMTzHLoSAjRdX7YU43D7VW7jE4XFqFQVl7JvpIyUhLjAdgvh46EEF3M5vKysrBG7TI6XViEwrbdhTRbbcTGROPyaeTQkRCiW4TjIaSQDwWfz8eaTduIPHTo6IDTJGcdCSG6xaIdVWG3FlLIh0LpwQr2l5WTktRy1lGZLGshhOgmVc1ONpY2qF1Gpwr5UNhdVILFZiPG3LLwnYSCEKI7Ld8TXvMKIR8K23btxWgwoNFoaPTosEofZiFEN/qpuE7tEjpVSIdCQ1Mze4pLSIiPBeCgjBKEEN1s3f56PF6f2mV0mpAOhcL9ZTQ2NpMQGwMgy2QLIbqdzeVl84FGtcvoNCEeCqX4FAW9vuWQUbmciiqEUMFPReFzCClkQ8Hn87Flxx7MhyaYGz06nNJ2Uwihgh/3hU83tpANhfKqGiqra4k/dOioWkYJQgiVrN1fj88XHtcrhGwoFJceoPmoU1Gr3QaVKxJC9FTNDg/by5vULqNThGwo7Cs5gAbQaluegowUhBBqWhMmp6aGZCgoisLuffuJPjRK8ClQKyMFIYSKth+UkYJq6hqaqKmrJyba3PK924BX1jsSQqhoZ0Wz2iV0ipAMhYOVVTRbbf6RgswnCCHUtruyGW8YTDaHaChU4/P5MBy6PkHmE4QQanN6fBTVWNQu45SFZCjsLzvon2AGqPPIekdCCPVtLw/9Q0ghFwper5e9xaX++QSARgkFIUQQ2BkGp6WGXChU1tTR0Njsvz7B5tXiVkLuaQghwtAOCYXud7CyGovNhjnq8PIWMkoQQgSHcDgDKeRCoaqm5QIRna6ldAkFIUSwKG90YHV61C7jlIRkKBw9ySyhIIQIJgca7GqXcEpCLhTKKiqJMB3pm9DolZVRhRDBQ0KhG7lcbqpr64mMOCoUZKQghAgiB+olFLpNXWMTdoeDyMgIoGXNo2YJBSFEEJGRQjeqa2jE7nD6RwoOnxafrHkkhAgiMlLoRnX1jXi9Xv/yFnZfSJUvhOgBZKTQjWrqGwK+t8sksxAiyMhIoRtVVNWg0x0JAhkpCCGCTVWzA7fXp3YZJy2k3lWr6+oxmY6siCqhIIQINj4F6m0utcs4aSHzrqooCo3NFoyGI70T5PCRECIYNdlD96rmkAkFh9OJ0+nCYDhyCqpDRgpCiCDU7HCrXcJJC5l3VYvVjtvtxqg/Egpy+EgIEYyaHTJS6HI2ux2X24PhqMNHMlIQQgSjJhkpdD2r3YHL7cZ41OEjjyIXrgkhgo+MFLqB1WbH6/UGnJLqlVAQQgShJruMFLqc1WZHo9Gg0RwJAgkFIUQwkpFCN7DaWl8l6FWhDiGEOB45+6gbuD2tk9cnIwUhRBByeRW1SzhpIRMKXq8XRQl8oWWiWQgRjHw+CYUu5/F64aj5BEUBRZbNFkIEIa8iodDlXC534CSzirUIIcSx+EI4FEKmbZnH40F7VCjIfILoLBoUxsQ008vkVLsUEYKsdjvNzVZ+c+M1JMXHAxAfZTj2DwWxkAkFp9uNVntkYKPVhG4Si+Bh1Pg4K6GeHJONoa716JXQPWtEqMOpcWHV2xlRqSfeHn3kjqjpEBGrXmEnKWRCwe0OHCnI+qjiVMXqPJyfWEe6romrmt8h17NH7ZJEqDICyxYF3pZ3noRCV3K7PWi0R0JBowEdCl6ZbBYnIUVrYST7iauv4kbdx6Rq6tUuSYQbbWh+dA2ZUPj5nAKATqPIVc3ihGV6KyjwlTE6qpwb+ZRIZC5BdAFtyLy9BgiZqvV6PT+f0NdpFJCpBdFBWhT6OPYwMsHDDXE7GdHwNVr5BRJdRSMjhS5lNOjx+QL7nupksll0kFHjJc+yhQk5kfzC+yX9GjarXZIId3L4qGsZjcZW5/5KKIiOiNU46GfZzPkDYpnW8AZp3oNqlyR6Ap3x+I8JQqETCgZDq5FCyBQvVJOiNDDAuZurBmk5r3I2MVjULkn0BDoTmKKP/7ggFDLvqyZj61AwaH3tPFoIyHKXMcRQzS/y6hhf8R5GTeguZyxCTFSi2hWctJAJBYOh9URzhISCaIMWhVz7LsakwA1R6xha9T0aOUlNdKeoJLUrOGkhEwp6na7Vf+xICQXxMxEaD/0smzkjN4Zrne/Tp2kHcimL6HYyUuh6On3rmfwonSyLJ46I09jpb93ChflmLq97jWRfldoliZ4qUkKhyxn0+lYf+GSkIA5L9dVR4C3k6gIfZ1fOxkzrTn1CdBs5fNT1zJGRKD87fhQpIwWBQo6rhOHmBq5PK2dcxYfoNfJhQahMQqHrmc2RoCgoiuLvqyAjhZ5Nj4++th2MTddxg2kFg2qWy/yBCA4yp9D1oqOi0Ov1uN0ejMaWtcolFHquKI2bfs2bOSsvhunWd8hqLlS7JCGOkJFC14uKjMBoMOByu4+Eghw+6pESsNLfspVLCqK4tOZlEpQ6tUsSIpCMFLpetDkKo0GP23PkAiS9BiK0Xhy+0FxjRJy4dG8VgzWlXDPIzZTK2bLCqQhOUclqV3DSQicUoiIxGAy4XIGdseL0HhwuCYVwp0Ght7OIEbE2rk/ax5iKz2XtKxG8EvuqXcFJC5lQ0Ov1xJijqK4LbIYSp/dQ6TKpVJXoDgaNl76WbUzoZeJ67bfk162RCWURvKLTQ7Lj2mEhEwoA8bExHKysDrxNL+vZhDOzxkV/yybO7hfD1Za5ZHpK1C5JiGNL7q92BackpEIhJSkB5zZXwG1xEgphK4lm+tu2c0WBiQurXyJOaVS7JCGOT0Kh+6QkJaL8bFU8CYXwlOmtYLD2ANflW5lU+TdMGvfxf0iIYJA8QO0KTklIhUJyQhwKBFzAFqvzokFBkYPMYSGwZeYORlR+jVYmlEUokZFC90lMiMNkMOB0uYgwtUwuazUtwdDoDamnItrQZstMyXoRapIkFLpNUkI8kZER2OwOfygAxBncEgohLkbjIE9aZopQp4+E+By1qzglIfVOGhcTTazZTJPVGnB7ot6DnJMSuo60zNRJy0wR2pLyCPWOTiEVClqtloy0ZCq31QbcnmJ0tfMTItgdbpl5fV4dE6Rlpgh1yXlqV3DKtGoXcKJ6paficgeeiZJskDNTQo0WhX72nZyeYOGu1HWcUfW2BIIIfcn5aldwykJqpACQnJjQqlezWecjSuvFJmsghQRpmSnCVq9RaldwykIuFFKSEtDptLjdHgyGI+WnGF3sd0SqWJnoCGmZKcKXBrJPU7uIUxZyh48yUlOIMUdhsdkCbk+VQ0hBL9VXxwjXVm4q8HFdzWwJBBFeUgsgMl7tKk5ZyI0UEuNjSU6Mp7KmnoS4I4tOpclkcxCTlpmiB8gZr3YFnSLkQkGj0dA/tzf7Sg4E3J5sdKFFwScHp4OKHh+5th2Mk5aZItzlTFC7gk4RcqEAkJWRhs/nC1juQq9pOQupym1UuTpx2NEtM6+xvkO2tMwU4UxGCurJykjDaDTidLmJMB0JgUyTU0IhSBzdMvOSmpdJlJaZIpzFZoX8lcyHhdxEM7RcqxAbbabJEnjla5ZJWjMGg3RvFaN8O7llkJtrqmdLIIjwlxP6Zx0dFpKhYI6KJKdXOs3NgctdpBpdGGUCUzUaFPo49zE+qorbs/ZxXsXr0kNZ9AxhMp8AIRoKAAP69sHhDHzD0WpaDiGJ7mfQeBlg3cKZaW7uNH/LaXWfSQ9l0XOEyXwChHAo9MnKRK/TtVryQg4hdT+zxsVgy3ou7mfkds9c8m1r1C5JiO5jioPUwWpX0WlCcqIZoG9OL+LjYmlobCY1OdF/ey8JhW4lLTNFj5d3DmhD9vN1KyH7TGKizeT360N9U1Pg7XovcXq5urk7ZHorGKXs5rZ8K1dWviCBIHqmgkvUrqBThWwoABTk5eJxe1r1bZZDSF1Li0Jfxx4mRNdxZ8YOzqp8U3ooi55JZ4L+56tdRacK6VDo1zubqMgIrDZ7wO29IxwqVRT+jBov+dZNnNXLx12mLxnVsEB6KIueq+8UMMWoXUWnCtk5BYCsjFRSkhKpb2wi2hzlvz3D6CJS68UuS2l3qpaWmVs4f0CMtMwUAmBgeB06ghAfKej1eoYXDKDZEni9gkYDuZH2dn5KnIwUpYFhjs38apCWX9bOlkAQQqOF/IvUrqLThfRIASAvNweNRoPX60WnOzIy6BdpZ7s1WsXKwoe0zBSiDdnjITpF7So6XeiHQp9s4uNiqGtoIiUpwX97qsFNtM6DxRvyT1E1WhRy7bsYkwI3RK1jaNX3od6TXIjOE2ZnHR0W0oePABLiYhmSn0dNXX3A7RoN5MqE80mL0HgosG7g/N467tR9xLAmCQQhAoThfAKEQSgAjBw8EAUFj9cbcHs/mVc4KXEaO0Os65mWb+JWy2v0ce5QuyQhgkv6UEjorXYVXSIsQqGgf1+S4uOprWsIuD3Z6CZOJ8e/T0RLy8xt3FSgSMtMIdpTcLnaFXSZsAiFuJhoRgzKp66h9RW1/aJsbfyEaE0h27Wf00yl3JF7kAsrXsGMjLSEaEWjg5E3qF1FlwmLUAAYNmgAAG534MggP8qGBrm46lj0+Ohv284ZSXbujF/BxJr3pYeyEO0ZcAHEZqpdRZcJm1AY1L8vKUkJ1NQ3BNxu1vnIkQnndkVp3BRYNnBhXwO/4V0GNS9XuyQhgtvoX6tdQZcKm1AwR0Uyeugg6ts4hDTIbG3jJ0QCVoZY1nNNgZGbG18m2y09lIU4prgcyDtX7Sq6VNiEAsDQgf3R6XQ4nK6A2zONLplw/hl/y8wCaZkpRIeNujGslsluS1g9u4K8XHJ6pVNRXRNwu0YDA2W0ALTRMrNSWmYK0SFaPYz6ldpVdLmwCgWTyciksSOxWKz4fIETpQOibOh6+OSpAR8DbFulZaYQJ2PAVIhJV7uKLhdWoQAwetggEuPjqK0PnFswaRX69eAJZ7PGxSDrOi7ua5CWmUKcjDHhPcF8WNiFQmpSImOGDaKqtvUx8p464ZxEM0NtG7muwMBNjS+R6SlRuyQhQkt8b+h3jtpVdIuwCwWA00YNw2gwYLUHXnyVbHSTaexZx88zvRWMVHZzW76FadIyU4iTM/omesriX2EZCgP79aFf7ywqKmta3TcyplmFirqftMwUopMYo8P+2oSjhWUo6HQ6Jo8bhcPpxPuzRfIyTC7Sw3y08POWmaOlZaYQJ2/sDIhKVLuKbhOWoQAwcshAUpMTqaxpPbcwItqiQkXdI0bjYLBlPZcNiOB2xxv0c2xWuyQhQpfBDBNnql1FtwrbUIiPjWHyuFHU1Te0Oj01K8JJisHVzk+GrsMtM39ZoJGWmUJ0hrG3gDlJ7Sq6VdiGAsDk00aRlBBPdW19q/vCbbSQ5S5jtKaI2/PquLTyZWIIr+cnRLczRMHEe9SuotuFdSikJScxedxIqmvrUZTAY+o5EQ4S9aE/8apFoZ99J6cnWLgrdR1nVL0tPZSF6AxjbgnLHszHE9ahADD5tNEkxMVQ87MGPBoNjAjxM5EiNB4GSstMITqdoo/scXMJh4V9KPRKT2XimBFUVte0Gi30jXSE7NzC4ZaZV+WbuEVaZgrRqTSjb4aYNLXLUEXYhwLAlPGjiYuNabMz2/i40LuY6+ctM1OkZaYQnUbRR8Ck36tdhmp6RCjk9MrgtBFDqKhqPVpIM7rJjQiVtpMtLTPHGaVlphBdRTPqxh6x8F17ekQoAJw5YSwxZjN1DU2t7hsb24QuyFt2Ht0y864EaZkpRFdQjDEweZbaZaiqx4RCbk4vJowezsHKqlajhVi9N6gXy5OWmUJ0D82UB3r0KAF6UChoNBouOHMiKYkJVFS1XhNpREwzJq23jZ9Ul7TMFKJ7KMn5MP5OtctQXY8JBYDMtBTOmzye2voGPD9bE8mkVRgVZBe0pXurpWWmEN1Ec+GfQWdQuwzV9ahQADhr4lh6Z2VSeqCi1X0FZisJQXBBmwaF3s4ixkdVcltWkbTMFKKLKQWXQb+z1C4jKPS4UIiNieaisyfhcDpxOAPfaLUamBzfgEbFSefAlpnfMb7uU2mZKUQXUvSRaC54Wu0ygkaPCwWACaOGU9C/L/vLylvdl2p0qzbp7G+Z2c/AHZ5/km/7SZU6hOhJNJNnQXy22mUEjR4ZCkajgYvPmYxWq6XZ0joAxsQ0E63r3vWDAlpmNkjLTCG6gy++D5zeM5ezaE+PDAWA4QUDGDt8MPvLyludomrQKpzejVc6S8vM8PD6GhfDXrcQ+0wTsc80MeFNK1/vOTJHVVjn48oPbKQ810zsM01M/8hGpeXItSZOj8KvPrMT+0wTA16x8N2+wA8mz61w8rsFcrFiZ9Je+GfQm9QuI6j02FDQarVcccFZpCQlcKCi9TIR2RFO+kXaurYGaZkZVrJiNTx7rol1t5tZe7uZs/vouPx9O9uqvFhdCuf/y4oG+P7GKFbcYsblhUv/bcN36EPJP9a5WXfQy6pbzdw+2sAvPrH7P7AU1ft4Y72bp86JUPEZhhel//mQP1XtMoJOjw0FgKyMNC459wyami3YHa3P7pkQ20REF127IC0zw8+l+QYu6m+gf5KOAUk6njongmgjrC7zsqLUS3GDwrwrIhmapmNomo63rohk7UEf3xe1/I7tqPFyWb6ewak6fjvWSLVNocbW8jtx51d2/nyuiViTLIPbGXzGGDSXvKB2GUGpR4cCwFkTxjJ80ACKSg60OowUofMxPrb1shinSlpmhj+vT+H9rW6sbpiQrcPpUdAAJt2Rx0ToW854W17ScphoeJqO5SVe7G6Fbwo9ZERrSI7S8O5mNxF6DVcWyDn0nUV70V8gLkvtMoKSXu0C1GY0GrjqonMpKjlAVU0daSmBrffyouyUOk0U2qM6ZX/JSgP5zt1MK9ByftVs6ZAWZrZUepnwphWHB6KN8Nm1kQxK0ZESpcFshAe/c/L0OSYUBR76zoFXgfLmlg8jt4w0sLnSy6C/WUiO0vDhNZHUO+CRJQ6W3GTmj987eH+rm36JWv55WSS9Ynv8Z7qT4sk7H/2IX6hdRtDSKD//eNxDfbbwe97/ciH5/fpgNAR+InP5NHxWnUKz99QyNMtdxhBDNddlVzGx6l3pkBaGXF6FkkaFRofCx9vdzNngZunNUQxK0fHfQg93fmWnqF5Bq4HrhxrYXu1lXKaO1y+JbHN7v/7Czog0LbkJWv53kZMfZ5j5ywonW6t9fDK9cz6o9CQeYxz6met6ZEe1jpKPGoecf8YECvr3pajkQKv7jFqFsxPq0Z7kRW2BLTPXM6XqLQmEMGXUachL1DI6U8cz50YwPE3LS6tbGjmd309P4cwYqu6PpuaBGN65MpIDTQp9E9r+b7i4yMO2Ki93jzOypNjLRf31mI0apg82sKQ4+NbpCgWay16SQDgOCYVDzFGRXHXhORgNhlatOwFSjG7GnMT8QuuWmYukZWYP4lPA+bP37+QoLfERGr4v8lBlVbgsv/UI1OFR+O0CB3+/JBKdVoPXB+5D23H7WuYsxIlxFFyDbsiVapcR9CQUjjIkP4/zJp9GRVUNTlfrNp1DzVayTI4Oby9OY2ewdZ20zOwh/vCdgx/2eyhu8LGl0ssfvnOwpNjLDUNbDkfO3eBidZmHwjof/9rs4pqP7Nw73kh+sq7Vtp5c6uSi/npGZrTcd3qOjk93utlc6eXVn1ycntPjpwNPiMOcTcSVL6tdRkiQ36yjaDQaLjv/LIpKD7J55x4G9e+L5qiP9RoNnBHfwGfVKdh9rf8jHy3VV0eBdx9XFcA5lbOlQ1oPUGVVuPEzO+UWhTiThmFpWr75ZRTn9Wv5b7ar1scfFjmpsyv0idfyf5ON3Dve2Go7W6u8fLjdw8Y7zP7brh6kZ0mxnslzreQnaXnvKplP6CivRo/hF++CUV6zjpCJ5jbsLzvI8/94G4fTRU6vjFb3lzlMLKxLBNo6DqSQ7SpheFQDv0jfz7jqD6VDmhAqsp/xRyLPvl/tMkKGHD5qQ++sTK666FwcDieNza1PGc2KcDI6prnV7bpDLTMnJzm4M15aZgqhtuaM0yUQTpCEQjsmjxvFlPFjKD1QjtvT+kyhEdEW+kQcOSQUpXEzyLKBqX0N3Mm7DLZIy0wh1NQc0Yvomz9Uu4yQI6HQDq1Wy9WXnMeAfn0oLC5tdbWzRgNT4htI0LsDWmb+uvFlst17VapaCAHg0ERiuOkzNKZotUsJORIKxxAXE80vLr+Q6KhIytvo66zX+CiwbZGWmUIEEa+ixXLhq0Rk5KtdSkiSUDiOgXm5XH7B2TQ1WwLmF9weDzv2FJEaY+TmnHJpmSlEkCgb/BuSx12tdhkhS0KhA84/Yzxnnz6O0gPlOF0ubHYHO/cWkZedzrhMPVv3HcSJrMkuhNr2J00h++qn1C4jpMkpqR1ktdl5dd6/Wbd5BzqdllED+5Dmq6Zs92ZSMnPoHWnj7KaP0CPLVwihhkpTX+LvWYYpSuYRToWEwgkor6rhH+9+TJpZi75uL1WlRWTm9sdoaml80tu5g9MtC1SuUoiep1ETj+b2xcRm9FW7lJAnh49OQEZqMnf/4jJ8BzdTc7CE7P6D/IEAsN9UwJbICSpWKETP48CI48p/SiB0EgmFE2QwGDFFRKHRaNBqW798W6Imstc0VIXKhOh5XIqOyklPkzbsHLVLCRsSCicoNjGZC665hei4BCrLitt8zE/m8ygyDurewoToYdyKlj1DZpFzzgy1SwkrEgonIavfQM66/AZQfNRXV7R+gEbD6ugL2G8c0P3FCdEDeBQNm7JvZuCVDwYsWilOnYTCSSoYNZGJU6/C0liHpamh1f2KRsvK6IspM/Tr/uKECGNeRcOP8Zcz+Pon0elloefOJqFwkjQaDWPPvJhRk6dSW1GGzdK6AY+i0bI85hIOGvp0f4FChCGfAssjzqXghmeJNMupp11BQuEU6HQ6zrzsF4w4/VyqDuzHbm29oqpPo2dZzGVU6LNVqFCI8KEosNwwhYIbnycxtfWS9qJzSCicIoPRyDlX3siw8WdRWboPh83a6jFejYGlsVdSrc9UoUIhwsNK/UQG3PQiqb16q11KWJNQ6ARGUwTnXf1rhow9g4qSQpx2W6vHeDUGFsdMo1aXpkKFQoS21Zox9PnlS6Rny7UIXU1CoZOYIiI5f/qtFIw+nYP79+BytG6/6dGa+D72aqr1MvQVoiMUBVYwhswbXqFXrpzN1x0kFDpRRJSZC6bPYOCI8Rwo3oPb1XrVVLc2gu9jr6FUzkoS4pg8ipZvmUSv618kJ0+u++kuEgqdLCo6hqnX3c6AoWM4sG8Xbper1WO8GgPLYy5jt2m4ChUKEfwcip7/+KbQ79o/0SdfVgjoThIKXcAcE8fU626nb8EIDhTtwuNuHQyKRsva6HPZGDlJhQqFCF7Nvgg+9pzD4Gv+l36DRqpdTo8jq6R2oaa6Gua/+zeKd20ms3d/jBGRbT4u17GNcdb/osPXzRUKEVxqvDF86Z3ChKt/S8GoiWqX0yNJKHSx5oY6/vvRm+za+CNp2blEmmPafFy6q5jJzV9iwN3NFQoRHErcCXxnOJ8p1/yGfoNHqV1OjyWh0A0cNiuLPnubzau/JzGtFzFxiW0+LsFTyZlNnxGptL7WQYhwtsOZxurYSzn/ujvkLCOVSSh0E7fLxfIFH/LT4q+Ijk8gITm9zceZvY2c2fwpcd66bq5QCHX8aMthT+aVXHj9HSSl9VK7nB5PQqEb+Xw+1iz+iuVff4TOYCQlI7vNFR71iovTLN/Q27VbhSqF6B4uDCxoGohn4GWcf82txCYkqV2SQEKh2ymKwrY1y/j+83dwOR1k9M5rd+nfAfYNjLQtRYe3m6sUomvVEc9H9YPpNfYSzrnyRlncLohIKKikcNt6/vvxXBrrqsnKzUer07X5uERPBZOa/0O0r/UqrEKEol1KLvMbBzBiyqWccfG1GIxGtUsSR5FQUNHB4j18/f4bVJUVkZk7AIPR1ObjDD4HEy1f08u9r5srFKLzeNGx2DWMjc5sTp96FePOvhRdOx+GhHokFFRWW3mQ7z6ZR+G29SRlZLV7ZhKKQoFjDcNtK9DK9QwixDRrYvm4fgj2+L6ccfF1DB4zSTqmBSkJhSDgtNtYvvAT1i/7Br3BSGqv3u3+h0lxl3F681dEKa17NwgRjIo1vfmkOpf0AaM458obSc/OVbskcQwSCkFCURS2rV3OD1+9T1NtDZm5/dEb2j7WavLZmGD5mkx3cfcWKcQJ8KBnpWcIqy29GD7hbCZffC1R0W1fvCmCh4RCkKkoLeL7z9+heOdmUjJzMMfGt/vYXMc2RtmWYFIc3VegEB1QoevF53X9cJszmXThNQyfcDZarSy1FgokFIKQzdLMsgUfsmnlIkxRZpLTs9o9nBThszLa+r1c0yCCgktj5CfdOJaWR5DddyBnX3kjWX3z1S5LnAAJhSDl8/nY8uMSln31AdbmJjL65KHXG9p9fC/XXsZaFslcg1BNmaEv39qHUtnkZMi4KZx56fVExyWoXZY4QRIKQe5A0W4WffYOZYU7SErPIia+nbOTAIPPyUjbUvo5tyDndYju4tBE8pNpMivLdURGRTPx/CsZNfkCdHq92qWJkyChEAKszY2s+u/nbF79PV6Ph7TsvugN7Y8aUt0lnGb5lhhfQ/cVKXqkIuNAFtkHUV1voXf+UCZfdA3Z/QrULkucAgmFEKEoCkU7N7F8wUeU7dtFfEo6cYkp7c416BQ3Q20ryXeslz4NotNZtHGsNpzOmoM+zLFxjDvrYkZOOh9TOz1DROiQUAgxdquFNYu/Yv3y/+KwWcno3a/dK6EBor0NDLctI8e1Ww4piVPm0ESwNXI8qxuSsVia6TdoFJMuuoaMHOk5Hi4kFEJUaeEOli34iOJdW4hNSCYhJf2YV4gmeioYaf2BNE9pN1YpwoUHPbsiRrGewZSWHSAuKYXx51zOsPFnydpFYUZCIYQ5HXY2rPiWNd/Px9LUQHp2X0yRUcf8mUzXPkbYlhHvremmKkUo86GhyDSITRET2F9Rj8tpZ8CwcUy68GpSMrLVLk90AQmFMFBRuo9lCz6icNt6TJFmkjOy0OmOceaHopDr3MYw+wrMPjmFVbTtgCGXDZGTKbNoqKsqJyk1gwnnT2PwmElyZlEYk1AIE26Xi21rl7F2yQKqDuwnJiGJhJSMY15FqlU85DvWM9j+E0bF2Y3VimBWq0tjg/kMip3xVB8sIdIcw+Axkxlz5oUkJKepXZ7oYhIKYcba3Mjm1YvZsPxbGmoqSUhJJ/YYZylBy9Lc/R2bGODYQJT0h+6xKvTZ7IwcQ5EnjaqDJej0egYMHcuYsy4iI6efrGraQ0gohKn6mko2LP8vW3/6AWtTI0kZWUQfYx0lAK3ipbdzJwMd60jwVndPoUJVXrSUGPPZGTmaaiWBqgP78Xo85A4cytizLqb3gKGyZlEPI6EQ5irLilm79Gt2bfwRl9NBaq8cIqKO3/ow3VXMQMc6WYk1TLk0JvaahrErYiQWoqitKMNubSKzzwDGnnkR+cNPk3mDHkpCoQdQFIXSvdtZs2QB+7ZvBCA5M6dDFxrFeWoY6FhHH+cO6RUdBizaWHZFjKIwYigun476mgqa62tJzshm7JkXMWjMJLkArYeTUOhBvF4vhdvWsWbJ1xwo2o3i85GYlklUdOxxjxdH+Kz0d2wkz7GFSJl3CDnV+kx2RYyi1Ngfl9tDXdUB7FYLCclpDBt/NsMnnn3cw4uiZ5BQ6IE8bjfFuzaz+celFO/ajNNmIy459ZjLZhymUXyku0vo49xOlmsvBtzdVLU4UVZtDEWmQRSZBtGsS8Rhs1JbeQCv10NqZm+GTzib/OHjZCVTEUBCoQdTFIWDxXvYtnY5uzb9SHNDLdGxiSSkph/7OodDdIqbLNdecp07SHfvl97RQcCNgTJjHkWmQVQYeqMA1qYG6qrK0ev1ZPUbyLDxZ5E3ZDRGU4Ta5YogJKEgAKirKmfnxtVs+XEJdVXlGCMiSUrr1eE3DpPPRm/nTnKdO0jyVnRxteJoXnQcNOay3ziQA8a+eDUGfD4fjXVVNNZUExUTS79BIxgybgo5/Qej0+nULlkEMQkFEcBmaWL35jVsWvU9FSX7QFGITUohJj6pw6cmxnjr6OPcQZarUE5t7SIujZFKfQ5lxjxKjXl4tC2LIjrtNuprKnDarMQmJFMweiKDRk8iLauPXGcgOkRCQbTJ7XJRtHMjuzf9RNGuLVga6tAbTcQnpRIVE9fhN5hIn4UMVxGZ7iLS3fsxKq4urjw8+dBQp0+jwtCHckNvavSZKJqWkPZ43DTVVtPcUIfBZCK1V28KRk1kwLCxxCWmqFy5CDUSCuK4GuuqKd61lV0bV3OweA82axMRUTHEJ6cSEWnu8HY0ipdkTznp7v2kuUtJ8pRLr4djsGqjKTf0ocLQhwpDDi7tkVNFfV4vzY11NNVWo6CQkJzGgGHj6DdkFL36DJBrDMRJk1AQHaYoCjXlpRTv2sKODauoOrAft9OJOTaeuKSUY/Z1aItOcZPqLiPNXUKSp4IEb3WPXoOpWRtHvT6Van0vyg19aNInBdzv8/mwNNbTVFeN1+smJi6R3gOGkjdkFL0HDCUqOkalykU4kVAQJ8Xr8VC+fy/7dm5m18bV1FeX4/V6iTTHEBOfSERU9Ikfw1YUon2NJHgqSfRWkeBp+YpUbF3zJFTiQ0OTLpF6XSr1+lTq9KnU61Jxa1tP6rscdiyN9VibGvApPswxcWTnFdB/yBhy+g8mNiGpjT0IcfIkFMQpczkdlBbu4EDRHvZt30B9dQUOmwWdwUB0XCLRsfHoDSffiCXSZ2kJCk8VCd4qYrwNRPmagn5+wocGu9aMTRtDoy6Jen3aoSBIwatpu8e21+vB2tSApbEel9OB0WgiNiGJnAFDyMrNp1fuAOKT02TSWHQZCQXRqbxeLzXlpRzcv5f9u7ZyoHg3lqZ6fF4vRlME5th4zLHxHboO4nj0PidmXzNRh778f/c2YfY1E+mzoMfTCc+qbU5NBDZtDDZtDFZtDFZd7FHfx2LXRvsng9ujKAp2azOWxnrs1mY0Gi3RsXGkZfelT/5QMrL7kprVR64pEN1GQkF0KZulmcqyIirLiinetYXq8hKsTQ0oioJWpyMyKoYIczSRUdFdMjmq9znR40GneNArbnT+v3vQKe5D97nRKR60ePGhx6PR49UY8Gj0eDDg1ejxaA79edT3Ps2J1asoCk67FbvNgsNqweV0ABARaSYhJY3cgSPI7N2P9Jx+xMQndvprIURHSCiIbqMoCpbGeqoOFFNXVU71wRLKS/dhaazHYbPg8/nQarWYoqKJjDITERUTsv1/fT4fTltLANitzXjcLjSAMTKKyKhoUjKySc/pR2JKOimZOSSm9ZKLykRQkFAQqvL5fDTV11BfXUF9dQXV5aVUlBTS1FCL3WrB62lZW0mr02EwmjAYIw79acJgMqHT6VU5vu7z+XC7nLhdjpY/nU7cLqf/zR+NhohIM1HRsaRm9SYtK5eElHQSUzJISEk/4TO1hOguEgoi6CiK0rJeT3U59dWVWJvqaayvobGumua6GpwO+6E3ZCdenxeNoqCgQW/Qo9Mb0Gp1aLVaNFrtoT9bvtdqdf7btFodaDQoPh8+nxefz4dy6E+fz4vi9fn/fvhPj8sFHPnvciScIoiJSyA2MYW4xBSiY+KJTUwmMTWDuMRU9Ia2J5WFCEYSCiKk+Hw+HDYLNksTtuZGbJYmrM1NWJsbaKqrwWZpwuV04HG7WkLD4z70hn/0G3xLACiK0iootLqWENHpdOgNJowmE3qjCZMpktiEZKLjEjDHxBEZHYM5Jo6o6DiiomPljV+EDQkFEdZ8Ph9ejxuP243X6zny90NhodPr0esN6PQG9IZDf+oNaHU6Oe1T9EgSCkIIIfykI7cQQgg/CQUhhBB+EgpCCCH8JBSEEEL4SSgIIYTwk1AQQgjhJ6EghBDCT0JBCCGEn4SCEEIIPwkFIYQQfhIKQggh/CQUhBBC+EkoCCGE8JNQEEII4SehIIQQwk9CQQghhJ+EghBCCD8JBSGEEH4SCkIIIfwkFIQQQvhJKAghhPCTUBBCCOEnoSCEEMJPQkEIIYSfhIIQQgg/CQUhhBB+EgpCCCH8JBSEEEL4SSgIIYTwk1AQQgjhJ6EghBDCT0JBCCGEn4SCEEIIPwkFIYQQfhIKQggh/CQUhBBC+EkoCCGE8JNQEEII4SehIIQQwu//AzEfQq8T+KYfAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "707e19a4-343f-46fb-a10b-352a5ffda6d4", + "metadata": {}, + "source": [ + "___\n", + "# №6" + ] + }, + { + "cell_type": "markdown", + "id": "d8012d87-7db3-4364-a8a3-f8c731162736", + "metadata": {}, + "source": [ + "### Удаление признаков с низкой дисперсией" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "dcdfff49-6bbf-4c04-ad2b-6dc4558b8ff8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Index(['ph', 'hardness', 'solids', 'chloramines', 'sulfate', 'conductivity',\n", + " 'organic_carbon', 'trihalomethanes', 'turbidity', 'potability'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Создание объекта для удаления признаков с низкой дисперсией\n", + "selector = VarianceThreshold(threshold=0.01) # Устанавливаем порог дисперсии (например, 0.01)\n", + "\n", + "# Применяем фильтр к данным\n", + "df2_filtered = df2[df2.columns[selector.fit(df2).get_support()]] # Оставляем только признаки с высокой дисперсией\n", + "print(df2_filtered.columns) # Печатаем имена оставшихся столбцов" + ] + }, + { + "cell_type": "markdown", + "id": "9fb3797c-cb7e-4d2f-a796-f540d8a60209", + "metadata": {}, + "source": [ + "### Одномерный отбор признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "8f24f758-1ebd-4741-afac-e51c20b309c5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки: Index(['hardness', 'solids', 'chloramines', 'sulfate', 'organic_carbon'], dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_classif\n", + "\n", + "# Отбор признаков, используя критерий f_classif\n", + "X = df2.drop(columns=[\"potability\"]) # Признаки (все столбцы, кроме целевой переменной)\n", + "y = df2[\"potability\"] # Целевая переменная\n", + "\n", + "# Применяем SelectKBest\n", + "selector = SelectKBest(f_classif, k=5) # Отбираем 5 лучших признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим имена выбранных признаков\n", + "selected_columns = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_columns)\n" + ] + }, + { + "cell_type": "markdown", + "id": "797f6113-b44f-43cc-a488-e7530a16eafe", + "metadata": {}, + "source": [ + "### Рекурсивное исключение признаков" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "b2e7a98e-b438-4192-a93d-74c62a29667d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки после RFE: Index(['hardness', 'chloramines', 'sulfate', 'organic_carbon', 'turbidity'], dtype='object')\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " hardness chloramines sulfate organic_carbon turbidity\n", + "0 204.890455 7.300212 368.516441 10.379783 2.963135\n", + "1 129.422921 6.635246 333.775777 15.180013 4.500656\n", + "2 224.236259 9.275884 333.775777 16.868637 3.055934\n", + "3 214.373394 8.059332 356.886136 18.436524 4.628771\n", + "4 181.101509 6.546600 310.135738 11.558279 4.075075\n", + "... ... ... ... ... ...\n", + "3271 193.681735 7.166639 359.948574 13.894419 4.435821\n", + "3272 193.553212 8.061362 333.775777 19.903225 2.798243\n", + "3273 175.762646 7.350233 333.775777 11.039070 3.298875\n", + "3274 230.603758 6.303357 333.775777 11.168946 4.708658\n", + "3275 195.102299 7.509306 333.775777 16.140368 2.309149\n", + "\n", + "[3276 rows x 5 columns]" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LogisticRegression\n", + "\n", + "# Признаки и целевая переменная\n", + "X = df2.drop(columns=[\"potability\"])\n", + "y = df2[\"potability\"]\n", + "\n", + "model = LogisticRegression(max_iter=2000)\n", + "selector = RFE(model, n_features_to_select=5) # Выбираем 5 признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "selected_columns_rfe = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки после RFE:\", selected_columns_rfe)\n", + "# Преобразуем данные обратно в DataFrame с исходными именами колонок\n", + "X_new_df = pd.DataFrame(X_new, columns=selected_columns_rfe)\n", + "X_new_df" + ] + }, + { + "cell_type": "markdown", + "id": "ce903807-038b-4f3f-a736-5e91b9ef857c", + "metadata": {}, + "source": [ + "___\n", + "# №7" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "dc6f77de-b579-4933-8e76-1d31944ee2b9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "potability\n", + "0 1998\n", + "1 1278\n", + "Name: count, dtype: int64\n" + 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a26ab089-0231-4dd7-907e-49722314d571", + "metadata": {}, + "source": [ + "___\n", + "# №8" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "8de7381d-bcac-4ed1-acb1-37bd104890fd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Размер X_train: (2620, 9)\n", + "Размер X_test: (656, 9)\n", + "Размер y_train: (2620,)\n", + "Размер y_test: (656,)\n", + "Обучающая выборка X:\n", + " ph hardness solids chloramines sulfate \\\n", + "2214 7.822492 208.636720 22308.821729 5.850328 408.123255 \n", + "1634 6.037428 227.033994 12988.791229 8.476905 392.380529 \n", + "2605 8.445219 228.522860 28966.569327 6.179855 333.775777 \n", + "114 6.745307 218.424637 21871.838700 7.165509 333.775777 \n", + "129 6.506488 202.285938 17087.076902 6.201983 326.662368 \n", + "... ... ... ... ... ... \n", + "101 7.348845 223.264940 11519.046527 8.889559 333.775777 \n", + "1734 3.928556 191.665998 17328.161457 7.692417 306.479558 \n", + "461 7.163999 203.781598 34226.072127 9.412035 320.258917 \n", + "2242 6.645657 170.269715 23432.109730 7.066565 333.775777 \n", + "264 6.618011 233.661636 19598.860740 4.701049 432.556385 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "2214 502.789396 16.135732 60.393982 3.835332 \n", + "1634 306.386283 7.122391 41.190507 3.594217 \n", + "2605 361.705354 14.554220 60.612230 4.400706 \n", + "114 373.050102 16.826619 74.086080 3.902353 \n", + "129 481.771934 16.535186 46.205748 3.548776 \n", + "... ... ... ... ... \n", + "101 494.158434 18.145374 73.715522 4.880875 \n", + "1734 406.085614 9.578602 45.480738 5.060836 \n", + "461 415.577513 16.221044 90.184208 3.354322 \n", + "2242 513.364946 20.264678 78.900888 4.170658 \n", + "264 401.669791 11.766146 73.191921 4.437696 \n", + "\n", + "[2620 rows x 9 columns]\n", + "\n", + "Тестовая выборка X:\n", + " ph hardness solids chloramines sulfate \\\n", + "664 7.036752 188.743562 19037.462638 6.034236 333.775777 \n", + "2530 6.172517 187.787017 10498.635154 7.722561 322.521035 \n", + "2870 7.036752 176.386651 26003.163265 7.809251 358.429774 \n", + "1045 6.369112 235.340943 34456.801132 9.170940 295.350524 \n", + "95 6.140878 197.876090 26687.874483 7.587196 329.231853 \n", + "... ... ... ... ... ... \n", + "322 7.798454 188.394942 32704.569286 11.078872 258.191184 \n", + "2042 7.669013 205.595635 11579.441693 4.263279 356.136518 \n", + "1696 7.290089 205.213105 26115.616326 5.137891 357.794088 \n", + "1259 7.036752 164.094744 9344.653322 5.959309 349.019434 \n", + "1094 7.741245 218.237186 22824.699465 8.696479 363.992748 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity \n", + "664 388.065857 15.149068 78.499418 2.723651 \n", + "2530 467.090425 21.233978 68.163642 4.129985 \n", + "2870 336.142005 14.447961 90.224844 4.410674 \n", + "1045 357.417285 9.213268 59.280269 2.275903 \n", + "95 548.072761 15.836330 41.263648 5.359460 \n", + "... ... ... ... ... \n", + "322 507.178688 18.272439 85.177662 4.107267 \n", + "2042 407.721613 10.829045 83.243808 4.589513 \n", + "1696 402.874799 7.960478 63.698514 4.700618 \n", + "1259 367.389811 13.937968 88.771969 4.559337 \n", + "1094 521.016261 15.310631 73.723070 3.741143 \n", + "\n", + "[656 rows x 9 columns]\n", + "\n", + "Обучающая выборка y:\n", + "2214 0\n", + "1634 1\n", + "2605 0\n", + "114 0\n", + "129 0\n", + " ..\n", + "101 0\n", + "1734 0\n", + "461 0\n", + "2242 0\n", + "264 1\n", + "Name: potability, Length: 2620, dtype: int64\n", + "\n", + "Тестовая выборка y:\n", + "664 1\n", + "2530 0\n", + "2870 0\n", + "1045 0\n", + "95 0\n", + " ..\n", + "322 1\n", + "2042 1\n", + "1696 0\n", + "1259 0\n", + "1094 1\n", + "Name: potability, Length: 656, dtype: int64\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "X = df4.drop(columns=[\"potability\", \"turbidity_level_encoded\", \"turbidity_level\"]) # Убираем целевой признак, оставляем только признаки\n", + "y = df4[\"potability\"]\n", + "\n", + "# Разбиение на 80% train и 20% test\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42, stratify=y)\n", + "\n", + "# Вывод размеров получившихся выборок\n", + "print(f\"Размер X_train: {X_train.shape}\")\n", + "print(f\"Размер X_test: {X_test.shape}\")\n", + "print(f\"Размер y_train: {y_train.shape}\")\n", + "print(f\"Размер y_test: {y_test.shape}\")\n", + "print(\"Обучающая выборка X:\")\n", + "print(X_train)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test)\n", + "print(\"\\nОбучающая выборка y:\")\n", + "print(y_train)\n", + "print(\"\\nТестовая выборка y:\")\n", + "print(y_test)" + ] + }, + { + "cell_type": "markdown", + "id": "30a67195-1a78-4cd7-9bc3-a25d19e203b1", + "metadata": {}, + "source": [ + "___\n", + "# №9" + ] + }, + { + "cell_type": "markdown", + "id": "fa0d1354-b543-4b3b-9340-54e4a0547d54", + "metadata": {}, + "source": [ + "Большая разница дипозонов может повлиять на работу моделей." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "d7dc5bda-12cd-463b-ac3a-af36cb966a35", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "\n", + "scaler = MinMaxScaler()\n", + "X_train_scaled = scaler.fit_transform(X_train) # Обучаем на train и трансформируем\n", + "X_test_scaled = scaler.transform(X_test) # Применяем те же параметры к test\n" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "6fdeb591-760a-4199-b27f-656116a2b537", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Обучающая выборка X:\n", + "[[0.57046271 0.58472759 0.36101185 ... 0.56177277 0.48397707 0.44658239]\n", + " [0.43638592 0.65145885 0.20798929 ... 0.19842985 0.32818312 0.4006277 ]\n", + " [0.61723598 0.65685932 0.47032324 ... 0.49801936 0.48574768 0.55433844]\n", + " ...\n", + " [0.52100308 0.56711692 0.55667731 ... 0.56521182 0.72565923 0.35490547]\n", + " [0.48207023 0.44556141 0.37945475 ... 0.72821752 0.63411991 0.51049297]\n", + " [0.4799937 0.67549888 0.31651788 ... 0.38562743 0.58780419 0.56138844]]\n", + "\n", + "Тестовая выборка X:\n", + "[[0.5114455 0.51257041 0.30730047 ... 0.52199869 0.63086286 0.2347041 ]\n", + " [0.44653251 0.5091008 0.16710423 ... 0.76729163 0.54701077 0.50274104]\n", + " [0.5114455 0.46774898 0.42166804 ... 0.49373589 0.7259889 0.55623827]\n", + " ...\n", + " [0.5304737 0.57230933 0.42351437 ... 0.23221452 0.51078609 0.61149954]\n", + " [0.5114455 0.42316333 0.14815738 ... 0.4731772 0.71420202 0.58457229]\n", + " [0.56436023 0.61955075 0.36948188 ... 0.52851157 0.5921133 0.42863071]]\n" + ] + } + ], + "source": [ + "print(\"Обучающая выборка X:\")\n", + "print(X_train_scaled)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test_scaled)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "1e388ce5-bf43-40c7-b930-43a514ac1194", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbidity
00.5704630.5847280.3610120.4332190.7928950.5618620.5617730.4839770.446582
10.4363860.6514590.2079890.6401690.7481750.2184150.1984300.3281830.400628
20.6172360.6568590.4703230.4591820.5816990.3151500.4980190.4857480.554338
30.4895550.6202310.3538370.5368430.5816990.3349890.5896240.5950580.459356
40.4716170.5616920.2752780.4609260.5614920.5251090.5778750.3688710.391967
..............................
26150.5348870.6377880.1838580.6726830.5816990.5467690.6427850.5920520.645855
26160.2779880.5231710.2792360.5783590.5041590.3927580.2974440.3629890.680154
26170.5210030.5671170.5566770.7138490.5433020.4093560.5652120.7256590.354905
26180.4820700.4455610.3794550.5290470.5816990.5803550.7282180.6341200.510493
26190.4799940.6754990.3165180.3426660.8623010.3850360.3856270.5878040.561388
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2620 rows × 9 columns

\n", + "
" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate conductivity \\\n", + "0 0.570463 0.584728 0.361012 0.433219 0.792895 0.561862 \n", + "1 0.436386 0.651459 0.207989 0.640169 0.748175 0.218415 \n", + "2 0.617236 0.656859 0.470323 0.459182 0.581699 0.315150 \n", + "3 0.489555 0.620231 0.353837 0.536843 0.581699 0.334989 \n", + "4 0.471617 0.561692 0.275278 0.460926 0.561492 0.525109 \n", + "... ... ... ... ... ... ... \n", + "2615 0.534887 0.637788 0.183858 0.672683 0.581699 0.546769 \n", + "2616 0.277988 0.523171 0.279236 0.578359 0.504159 0.392758 \n", + "2617 0.521003 0.567117 0.556677 0.713849 0.543302 0.409356 \n", + "2618 0.482070 0.445561 0.379455 0.529047 0.581699 0.580355 \n", + "2619 0.479994 0.675499 0.316518 0.342666 0.862301 0.385036 \n", + "\n", + " organic_carbon trihalomethanes turbidity \n", + "0 0.561773 0.483977 0.446582 \n", + "1 0.198430 0.328183 0.400628 \n", + "2 0.498019 0.485748 0.554338 \n", + "3 0.589624 0.595058 0.459356 \n", + "4 0.577875 0.368871 0.391967 \n", + "... ... ... ... \n", + "2615 0.642785 0.592052 0.645855 \n", + "2616 0.297444 0.362989 0.680154 \n", + "2617 0.565212 0.725659 0.354905 \n", + "2618 0.728218 0.634120 0.510493 \n", + "2619 0.385627 0.587804 0.561388 \n", + "\n", + "[2620 rows x 9 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Преобразуем нормализованные данные обратно в DataFrame с исходными именами колонок\n", + "X_train_scaled_df = pd.DataFrame(X_train_scaled, columns=X.columns)\n", + "\n", + "# Теперь ты можешь увидеть нормализованные данные с названиями столбцов\n", + "X_train_scaled_df" + ] + }, + { + "cell_type": "markdown", + "id": "ab8e575d-5e81-401a-865a-c64a8ac99f67", + "metadata": {}, + "source": [ + "___\n", + "# Лабораторная работа 2" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "baadf589-f410-490f-a02e-68c63fc3347c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Точность K-ближайших соседей: 0.6037\n", + "Точность дерева решений: 0.5976\n", + "Точность случайного леса: 0.6524\n", + "0:\tlearn: 0.6860024\ttotal: 52.9ms\tremaining: 26.4s\n", + "200:\tlearn: 0.3255266\ttotal: 475ms\tremaining: 707ms\n", + "400:\tlearn: 0.1854030\ttotal: 950ms\tremaining: 235ms\n", + "499:\tlearn: 0.1452694\ttotal: 1.16s\tremaining: 0us\n", + "Точность градиентного бустинга (CatBoost): 0.6402\n", + "Точность нейронной сети: 0.6707\n" + ] + } + ], + "source": [ + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.neural_network import MLPClassifier" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "21e21e6f-74b1-4b3b-a7ad-bfd0f8b2fb63", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для дерева решений: {'max_depth': 7}\n", + "Лучшая точность: 0.6312977099236641\n", + "Лучшие параметры для KNN: {'n_neighbors': 25}\n", + "Лучшая точность: 0.6454198473282443\n", + "Лучшие параметры для случайного леса: {'max_depth': 10, 'min_samples_leaf': 1, 'min_samples_split': 5, 'n_estimators': 500}\n", + "Лучшая точность: 0.6625954198473283\n" + ] + } + ], + "source": [ + "# from sklearn.model_selection import GridSearchCV\n", + "\n", + "# # Для дерева решений\n", + "# param_grid_dt = {'max_depth': list(range(1, 11))}\n", + "# grid_search_dt = GridSearchCV(DecisionTreeClassifier(random_state=42), param_grid_dt, cv=5)\n", + "# grid_search_dt.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для дерева решений:\", grid_search_dt.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_dt.best_score_)\n", + "\n", + "# # Для K-ближайших соседей\n", + "# param_grid_knn = {'n_neighbors': list(range(1, 31))}\n", + "# grid_search_knn = GridSearchCV(KNeighborsClassifier(), param_grid_knn, cv=5)\n", + "# grid_search_knn.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для KNN:\", grid_search_knn.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_knn.best_score_)\n", + "\n", + "# # Случайный лес\n", + "# param_grid_rf = {\n", + "# 'n_estimators': [10, 50, 100, 200, 500],\n", + "# 'max_depth': list(range(1, 11)),\n", + "# 'min_samples_split': [2, 5, 10],\n", + "# 'min_samples_leaf': [1, 5, 10]\n", + "# }\n", + "# grid_search_rf = GridSearchCV(RandomForestClassifier(random_state=42), param_grid_rf, cv=5)\n", + "# grid_search_rf.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для случайного леса:\", grid_search_rf.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_rf.best_score_)\n", + "\n", + "# # Градиентный бустинг\n", + "# param_grid_catboost = {\n", + "# 'iterations': [50, 100, 200, 500, 1000],\n", + "# 'learning_rate': [0.01, 0.05, 0.1, 0.5],\n", + "# 'depth': list(range(1, 11))\n", + "# }\n", + "# grid_search_catboost = GridSearchCV(CatBoostClassifier(random_state=42, verbose=200), param_grid_catboost, cv=5)\n", + "# grid_search_catboost.fit(X_train, y_train)\n", + "# print(\"Лучшие параметры для градиентного бустинга (CatBoost):\", grid_search_catboost.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_catboost.best_score_)\n", + "\n", + "# # Нейронные сети\n", + "# param_grid_mlp = {\n", + "# 'hidden_layer_sizes': [(10,), (50,), (100,), (200,), (500,)],\n", + "# 'max_iter': [100, 200, 500, 1000],\n", + "# 'activation': ['relu', 'tanh', 'logistic']\n", + "# }\n", + "# grid_search_mlp = GridSearchCV(MLPClassifier(random_state=42), param_grid_mlp, cv=5)\n", + "# grid_search_mlp.fit(X_train_scaled, y_train)\n", + "# print(\"Лучшие параметры для нейронной сети:\", grid_search_mlp.best_params_)\n", + "# print(\"Лучшая точность:\", grid_search_mlp.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "8295f5b0-6be0-4035-a74f-4aaeae06bd53", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для KNN: {'n_neighbors': 33}\n", + "Лучшая точность: 0.648854961832061\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Для K-ближайших соседей\n", + "param_grid_knn = {'n_neighbors': list(range(1, 36))}\n", + "grid_search_knn = GridSearchCV(KNeighborsClassifier(), param_grid_knn, cv=5)\n", + "grid_search_knn.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для KNN:\", grid_search_knn.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_knn.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_knn['n_neighbors'], grid_search_knn.cv_results_['mean_test_score'])\n", + "plt.xlabel('Количество ближайших соседей')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества ближайших соседей на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "2049f73c-ea87-44fa-b4c5-4d1358dfa5af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Лучшие параметры для дерева решений: {'max_depth': 7}\n", + "Лучшая точность: 0.6312977099236641\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "# Для дерева решений\n", + "param_grid_dt = {'max_depth': list(range(1, 11))}\n", + "grid_search_dt = GridSearchCV(DecisionTreeClassifier(random_state=42), param_grid_dt, cv=5)\n", + "grid_search_dt.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для дерева решений:\", grid_search_dt.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_dt.best_score_)\n", + "\n", + "# Визуализация\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(param_grid_dt['max_depth'], grid_search_dt.cv_results_['mean_test_score'])\n", + "plt.xlabel('Глубина дерева')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние глубины дерева на точность')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "457be502-e78a-4c9a-ae46-ea513768ce84", + "metadata": {}, + "outputs": [], + "source": [ + "# Случайный лес\n", + "param_grid_rf = {\n", + " 'n_estimators': [10, 50, 100, 200, 500],\n", + " 'max_depth': list(range(1, 11)),\n", + " 'min_samples_split': [2, 5, 10],\n", + " 'min_samples_leaf': [1, 5, 10]\n", + "}\n", + "grid_search_rf = GridSearchCV(RandomForestClassifier(random_state=42), param_grid_rf, cv=5)\n", + "grid_search_rf.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для случайного леса:\", grid_search_rf.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_rf.best_score_)\n", + "\n", + "# Преобразуем результаты в DataFrame для удобства\n", + "df_rf = pd.DataFrame(grid_search_rf.cv_results_)\n", + "\n", + "# Визуализация для n_estimators\n", + "plt.figure(figsize=(8, 6))\n", + "for max_depth in param_grid_rf['max_depth']:\n", + " df_filtered = df_rf[(df_rf['param_max_depth'] == max_depth)]\n", + " plt.plot(df_filtered['param_n_estimators'], df_filtered['mean_test_score'], label=f'max_depth={max_depth}')\n", + "plt.xlabel('Количество деревьев')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества деревьев на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "27da7d04-072b-49ae-8024-8410bd55f6fd", + "metadata": {}, + "outputs": [], + "source": [ + "# Градиентный бустинг\n", + "param_grid_catboost = {\n", + " 'iterations': [50, 100, 200, 500, 1000],\n", + " 'learning_rate': [0.01, 0.05, 0.1, 0.5],\n", + " 'depth': list(range(1, 11))\n", + "}\n", + "grid_search_catboost = GridSearchCV(CatBoostClassifier(random_state=42, verbose=200), param_grid_catboost, cv=5)\n", + "grid_search_catboost.fit(X_train, y_train)\n", + "print(\"Лучшие параметры для градиентного бустинга (CatBoost):\", grid_search_catboost.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_catboost.best_sc\n", + " \n", + "# Визуализация для каждого параметра\n", + "df_catboost = pd.DataFrame(grid_search_catboost.cv_results_)\n", + "\n", + "# Визуализация для iterations\n", + "plt.figure(figsize=(8, 6))\n", + "for depth in param_grid_catboost['depth']:\n", + " df_filtered = df_catboost[(df_catboost['param_depth'] == depth)]\n", + " plt.plot(df_filtered['param_iterations'], df_filtered['mean_test_score'], label=f'depth={depth}')\n", + "plt.xlabel('Количество итераций')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества итераций на точность')\n", + "plt.legend()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "d6afac17-2f34-41f8-93b9-92c6577b0f42", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (500) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (500) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (100) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n", + "/home/alter/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/.venv/lib/python3.10/site-packages/sklearn/neural_network/_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (200) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Нейронные сети\n", + "param_grid_mlp = {\n", + " 'hidden_layer_sizes': [(10,), (50,), (100,), (200,), (500,)],\n", + " 'max_iter': [100, 200, 500, 1000],\n", + " 'activation': ['relu', 'tanh', 'logistic']\n", + "}\n", + "grid_search_mlp = GridSearchCV(MLPClassifier(random_state=42), param_grid_mlp, cv=5)\n", + "grid_search_mlp.fit(X_train_scaled, y_train)\n", + "print(\"Лучшие параметры для нейронной сети:\", grid_search_mlp.best_params_)\n", + "print(\"Лучшая точность:\", grid_search_mlp.best_score_)\n", + "\n", + "# Визуализация для каждого параметра\n", + "df_mlp = pd.DataFrame(grid_search_mlp.cv_results_)\n", + "\n", + "# Визуализация для hidden_layer_sizes\n", + "plt.figure(figsize=(8, 6))\n", + "for activation in param_grid_mlp['activation']:\n", + " df_filtered = df_mlp[(df_mlp['param_activation'] == activation)]\n", + " plt.plot([x[0] for x in df_filtered['param_hidden_layer_sizes']], df_filtered['mean_test_score'], label=f'activation={activation}')\n", + "plt.xlabel('Количество нейронов в скрытом слое')\n", + "plt.ylabel('Точность')\n", + "plt.title('Влияние количества нейронов на точность')\n", + "plt.legend()\n", + "plt.show() " + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "6a1201f6-404a-469e-967d-8b4990068835", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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ZYjw6duwYY5ozZ85Iktq1axdr2lmzZik0NDTW++fLly/GdP/VpX3Xrl367bffNGrUqFhhI+r9q1WrFuv9N23apFu3br1w2fFx6dIlS93PKlCggOUgg/S0O/r58+fl5eUlf39/BQYG6u7du3EuNz7f74veO3/+/JbXz58/L0mxrpNODIsXL9axY8c0YsSIBM/bunVrnT59Wvv27dPFixe1ffv2OK+fvXTpkrJkyRLrgFRUd/eozxkl6ppUJyen5753QECA7t27p19++SXW99yhQwdJirV+3Lt3L85r7aOcPXtWZrNZgwcPjrXMqDAd1zp3//59jRgxQu7u7pYuw//l3Llzr/T3vHfvniS98POkTp1a9evX15IlSyxtixcvVtasWVWtWjVLW0LW68Rw4cIFzZgxQ8OGDXvhgZX4rl/PGjBggCpVqqR69eolYtX/M3/+fBUtWlT29vZKly6dMmTIoHXr1sW5LX7e9j36dcd37tzR119/LWdnZzk4OChDhgzKmTOnJMW5zOLFi6tw4cJasGCBzGaz5RKVZxm1/cyTJ0+sbXVU4I/6XJGRkZowYYLy5s0b4zfryJEjcX6mpEmTqk2bNpbxGObMmaMmTZpYflef50W/HwCsj2u6ASQ6R0dHZcmSJdYgOYmhZ8+emjt3rnr37q3y5cvLyclJJpNJLVu2jHWmWZIWLVokZ2dnPX78WFu3blWPHj1kb28fY4fV3t5ev/32W4z5du7cqeHDh1ueRy17zJgxsa5VjPLsTv/KlStj7CidPn1aPXr0eO5n+/bbb1WrVi1Vq1Yt1kBIUe+/cOFCZcqUKda8SZK83s15ly5dtHHjRvXp0yfWdbLPis/3a21hYWEaPHiwOnXqFOssWXxkyJBB9evX19y5c+Xs7KyKFSvGuK78ZUUftOl5otaNNm3aqF27dnFOU7Ro0RjP/f39lSNHjv9cZr9+/VSrVq04p4nr840aNUo2Njbq379/rMGvjOLv76+UKVMqRYoUL5zO1dVVK1as0J49e1SkSBH9+uuv6t69e4wzwAlZrxPDoEGDlDdvXrVr1047d+587nQvs35t2rRJW7ZskZ+fX2KXLenptrV9+/Zq2LCh+vfvr4wZM8rW1laenp46d+7cSy2zefPm2rNnj/r376/ixYsrZcqUioyMVO3atePcvktPz3ZPnTpVZcuWlb+/v5o3b65x48bFmMaa288RI0Zo8ODB6tixo3744QelTZtWNjY26t279ws/U4kSJXTq1CmtWLEi1uCFcXnR7wcA6yN0AzBEvXr19Msvv8jPz0/ly5eP1zxRZyOiO336tJInT24ZvMbHx0ft2rWLsVP1+PFjy9muZ1WsWNESWOrVq6djx47J09MzRui2tbWNdRb62eXlzp1b0tMDCvEdhO2TTz6JMQhU1EBgcVmzZo38/Pzi7G4Y/f0zZsz4UoPAxUdUCDt16lSs106ePKn06dNbgk3U4E6nT5/WlStXZDabdfPmzRhddaPE5/uN/t7RzzxGtUW9nitXLklK9AM6U6dO1a1bt2KN3p0QHTt2VOvWreXk5PTc5eTIkUNbtmxRUFBQjLPdJ0+etLwe3d9//61MmTIpW7Zsz33fDBkyKFWqVIqIiIjXuvHkyROdPXtWtWvXfu40Ud9z0qRJ472+Xb9+XRMnTpSnp6dSpUoV79CdO3fuV/p7Hj9+/IUD40WpXbu2MmTIoMWLF6tcuXIKCQmJNXhcQtbrV/XPP/9o2bJlWrNmjWxtbf9z+visX1HMZrMGDBigRo0aWbpnJzYfHx/lypVLq1atinFm9XmXFTxv+x61fb579658fX01bNgwDRky5IXzRde6dWv1799fX3/9tZo2bRrnZU1GbT+jeoRE//ynT5+W9L8DZT4+Pqpatapmz54dY9579+49d5DAIkWKqESJEpY7NFStWlV//vnnc+v4r98PANZH93IAhvjmm2+UIkUKffnll3GOynvu3LkYo7NKirXTcOXKFa1du1Y1a9a07JTa2trGurXSpEmTLNd8/5dHjx4pNDQ0oR9HpUqVUu7cuTV27Fg9fPgw1utR3d9fRkREhAYOHKgvvvjiuWfRa9WqJUdHR40YMSLWLXJe9f2jZM6cWcWLF9f8+fNjhOJ///1XmzZtijWasfS0K2X16tVVo0YNVaxY8aXfu3Tp0sqYMaOmT58e4+/zxx9/6MSJE6pbt66kpwHzk08+0Zw5c3T58uUYy3h2vYivoKAg/fTTT+rTp0+cZ8Hiq3bt2kqRIoXu3Lmj5s2bxznNZ599poiICE2ePDlG+4QJE2QymVSnTh1L2+3bt7Vt2zZ9/vnnL3xfW1tbNWnSRCtXrowzvD67bqxdu1aPHj2KdXAjuowZM6pKlSqaMWOGbty48Z/LlKRhw4bJ2dlZXbt2fWG9z2rSpIkOHz6s1atXx3rtv/6mV65c0e7du1/4WaIkSZJErVq10vLlyzVv3jwVKVIkVg+AKIm1Xr/IgAEDVLFixf/8+0aJz/oVZdmyZTpy5Ig8PT0To9Q4RW2To/+N9u7d+9wz62vWrIkxDsC+ffu0d+9eyzof1/IkycvL64V1pE2bVg0aNNCRI0diXbYSxajt5/Xr12Ostw8ePNCCBQtUvHhxy7Ykrt+sFStWPHdMhCgdO3a03ELtRd3F4/P7AcD6ONMNwBC5c+fWkiVL1KJFCxUoUECurq4qXLiwwsLCtGfPHq1YsSLWNYmFCxdWrVq1YtwyTHq6Mx+lXr16WrhwoZycnFSwYEH5+flpy5YtSpcuXZx1rFmzRunTp7d0L9+5c2ect0/6LzY2Npo1a5bq1KmjQoUKqUOHDsqaNauuXbumbdu2ydHRMVYX6vi6evWqkiVLFmNAoWc5Ojpq2rRpatu2rUqWLKmWLVsqQ4YMunz5statW6eKFSvGCnIvY8yYMapTp47Kly+vTp06WW4ZFp+za68iadKkGjVqlDp06KDKlSurVatWlluGubi4xOjq+/PPP+vjjz9WyZIl1aVLF+XMmVMXL17UunXrYt3fNj4OHjyo9OnT65tvvnmlz2Bra6sTJ07IbDY/t6tz/fr1VbVqVQ0aNEgXL15UsWLFtGnTJq1du1a9e/e2nJHz8/PTgAED9OjRI2XIkEGLFi2yLCPqTNqiRYvUqFEjpUiRQiNHjtS2bdtUrlw5de7cWQULFtSdO3d08OBBbdmyRXfu3FFISIiGDh2qqVOnqkKFCqpZs+YLP8+UKVP08ccfq0iRIurcubNy5cqlmzdvys/PT1evXo11n+FNmzZp8eLFlsG14qt///7y8fFRs2bN1LFjR5UqVUp37tzRr7/+qunTp6tYsWJxzjdt2jR5enoqefLkLxyELDpXV1f9/PPP2rZtm0aNGpWgOp8VERGhDRs2WJ5HrXv79u2zDID3vO7D0tPva/fu3fF+v/isX9GX3blz5zjHSEgs9erV06pVq9SoUSPVrVtXFy5c0PTp01WwYME4D0zmyZNHH3/8sbp166bQ0FB5eXkpXbp0ln93jo6O+uSTTzR69Gg9efJEWbNm1aZNm3ThwoX/rGXevHmaMmXKc88cG7X9/PDDD9WpUyft379fzs7OmjNnjm7evBlj0Lt69epp+PDh6tChgypUqKCjR49q8eLFlt4kz9O5c2c1a9bsheM5SPH7/QBgfYRuAIb5/PPPdeTIEY0ZM0Zr167VtGnTZGdnp6JFi2rcuHHq3LlzjOkrV66s8uXLa9iwYbp8+bIKFiyoefPmxTgbNXHiRNna2mrx4sV6/PixKlasqC1btjz3utOosJYsWTJ98MEHGjJkiAYOHPhSn6dKlSry8/PTDz/8oMmTJ+vhw4fKlCmTypUrp6+++uqllhmlW7du/3kP7C+++EJZsmTRyJEjNWbMGIWGhipr1qyqVKlSnIMHvYwaNWpow4YNGjp0qIYMGaKkSZOqcuXKGjVqlGVAI6O0b99eyZMn18iRI/Xtt98qRYoUatSokUaNGhWja36xYsX0119/afDgwZo2bZoeP36sHDly/OfZvxcZNGjQfw5UFB//tQwbGxv9+uuvGjJkiLy9vTV37ly5uLhozJgx6tu3r2W6GTNmaMeOHZJi3nM6urZt2+rChQtKkSKFnJ2dtW/fPg0fPlyrVq3S1KlTlS5dOhUqVMgSLu/evStvb2916dJFw4YN+8/RrAsWLKi///5bw4YN07x583T79m1lzJhRJUqUiNH9N0rx4sXVqlWrFy4zLilTptTOnTs1dOhQrV69WvPnz1fGjBlVvXr1F3arnzdvnj766CP98MMPse51/DylSpVSoUKFdOLECbVu3TrBtUb3+PHjGD0TosT3Pu8NGjRQhQoVEvSe8V1HHRwcDD1IJj399+rv768ZM2Zo48aNKliwoBYtWqQVK1Zo+/btsaZ3dXWVjY2NvLy8dOvWLZUtW1aTJ09W5syZLdMsWbJEPXv21JQpU2Q2m1WzZk398ccf//n3dXBwiDHyeVyM2H7mzZtXkyZNUv/+/XXq1CnlzJlT3t7eMX6PBg4cqODgYC1ZskTe3t4qWbKk1q1bpwEDBrxw2UmSJIn3Perj8/sBwLpM5pftjwcAichkMqlHjx6JcrYWeNtF9QJ50YBIJpNJFy5cYGc7gUqUKKG0adPK19fX2qW8Fy5evKicOXNqzJgx6tevn7XLSTQuLi4qXLiwfv/9d2uXAuAtwDXdAADgvfD333/r0KFDcnV1tXYpAID3CN3LAQB4w8Sn23Hr1q1feG9q/M+///6rAwcOaNy4ccqcObNatGhh7ZIAAO8RQjcAAG+YLl26/Oc00QdXw4v5+Pho+PDhypcvn5YuXSp7e3trlwQAeI9wTTcAAAAAAAbhmm4AAAAAAAzyRoTuKVOmyMXFRfb29ipXrpz27dv33GmrVKkik8kU61G3bt3XWDEAAAAAAP/N6td0e3t7y93dXdOnT1e5cuXk5eWlWrVq6dSpU8qYMWOs6VetWqWwsDDL89u3b6tYsWJq1qxZvN4vMjJS169fV6pUqWQymRLtcwAAAAAA3h9ms1lBQUHKkiWLbGyefz7b6td0lytXTmXKlLHcmzcyMlLZs2dXz549NWDAgP+c38vLS0OGDNGNGzeUIkWK/5z+6tWryp49+yvXDQAAAADAlStXlC1btue+btUz3WFhYTpw4IA8PDwsbTY2NqpRo4b8/PzitYzZs2erZcuW8QrckpQqVSpJT78YR0fHhBcNAAAAAHjvPXjwQNmzZ7dkzOexaugODAxURESEnJ2dY7Q7Ozvr5MmT/zn/vn379O+//2r27NnPnSY0NFShoaGW50FBQZIkR0dHQjcAAAAA4JX812XLb8RAai9r9uzZKlKkiMqWLfvcaTw9PeXk5GR50LUcAAAAAPC6WDV0p0+fXra2trp582aM9ps3bypTpkwvnDc4OFjLli1Tp06dXjidh4eH7t+/b3lcuXLllesGAAAAACA+rBq6kyVLplKlSsnX19fSFhkZKV9fX5UvX/6F865YsUKhoaFq06bNC6ezs7OzdCWnSzkAAAAA4HWy+i3D3N3d1a5dO5UuXVply5aVl5eXgoOD1aFDB0mSq6ursmbNKk9PzxjzzZ49Ww0bNlS6dOmsUTYAAAAAAP/J6qG7RYsWCggI0JAhQ+Tv76/ixYtrw4YNlsHVLl++HOueZ6dOndKuXbu0adMma5QMAAAAAEC8WP0+3a/bgwcP5OTkpPv379PVHAAAAADwUuKbLd/q0csBAAAAAHiTEboBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgxC6AQAAAAAwCKEbAAAAAACDELoBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgySxdgEAAAAA3g8uA9ZZuwS8JS6OrGvtEhINZ7oBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgxC6AQAAAAAwCKEbAAAAAACDELoBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgySxdgEAAFiby4B11i4Bb4mLI+tauwQAwFuGM90AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE+3QDAAC8hbi/POKL+8sD1sWZbgAAAAAADELoBgAAAADAIIRuAAAAAAAMQugGAAAAAMAghG4AAAAAAAxC6AYAAAAAwCCEbgAAAAAADELoBgAAAADAIIRuAAAAAAAMQugGAAAAAMAghG4AAAAAAAxC6AYAAAAAwCCEbgAAAAAADELoBgAAAADAIIRuAAAAAAAMQugGAAAAAMAghG4AAAAAAAxC6AYAAAAAwCBWD91TpkyRi4uL7O3tVa5cOe3bt++F09+7d089evRQ5syZZWdnpw8//FDr169/TdUCAAAAABB/Saz55t7e3nJ3d9f06dNVrlw5eXl5qVatWjp16pQyZswYa/qwsDB9+umnypgxo3x8fJQ1a1ZdunRJqVOnfv3FAwAAAADwH6wausePH6/OnTurQ4cOkqTp06dr3bp1mjNnjgYMGBBr+jlz5ujOnTvas2ePkiZNKklycXF5nSW/Vi4D1lm7BLwlLo6sa+0SAAAAAMTBat3Lw8LCdODAAdWoUeN/xdjYqEaNGvLz84tznl9//VXly5dXjx495OzsrMKFC2vEiBGKiIh4XWUDAAAAABBvVjvTHRgYqIiICDk7O8dod3Z21smTJ+Oc5/z589q6datat26t9evX6+zZs+revbuePHmioUOHxjlPaGioQkNDLc8fPHiQeB8CAAAAAIAXsPpAagkRGRmpjBkz6pdfflGpUqXUokULDRo0SNOnT3/uPJ6ennJycrI8smfP/horBgAAAAC8z6x2pjt9+vSytbXVzZs3Y7TfvHlTmTJlinOezJkzK2nSpLK1tbW0FShQQP7+/goLC1OyZMlizePh4SF3d3fL8wcPHhC8AQMxFgHii7EIAADA+8BqZ7qTJUumUqVKydfX19IWGRkpX19flS9fPs55KlasqLNnzyoyMtLSdvr0aWXOnDnOwC1JdnZ2cnR0jPEAAAAAAOB1sGr3cnd3d82cOVPz58/XiRMn1K1bNwUHB1tGM3d1dZWHh4dl+m7duunOnTv6+uuvdfr0aa1bt04jRoxQjx49rPURAAAAAAB4LqveMqxFixYKCAjQkCFD5O/vr+LFi2vDhg2WwdUuX74sG5v/HRfInj27Nm7cqD59+qho0aLKmjWrvv76a3377bfW+ggAAAAAADyXVUO3JLm5ucnNzS3O17Zv3x6rrXz58vrrr78MrgoAAAAAgFf3Vo1eDgAAAADA24TQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGOSNCN1TpkyRi4uL7O3tVa5cOe3bt++5086bN08mkynGw97e/jVWCwAAAABA/Fg9dHt7e8vd3V1Dhw7VwYMHVaxYMdWqVUu3bt167jyOjo66ceOG5XHp0qXXWDEAAAAAAPFj9dA9fvx4de7cWR06dFDBggU1ffp0JU+eXHPmzHnuPCaTSZkyZbI8nJ2dX2PFAAAAAADEj1VDd1hYmA4cOKAaNWpY2mxsbFSjRg35+fk9d76HDx8qR44cyp49uxo0aKBjx449d9rQ0FA9ePAgxgMAAAAAgNfBqqE7MDBQERERsc5UOzs7y9/fP8558uXLpzlz5mjt2rVatGiRIiMjVaFCBV29ejXO6T09PeXk5GR5ZM+ePdE/BwAAAAAAcbF69/KEKl++vFxdXVW8eHFVrlxZq1atUoYMGTRjxow4p/fw8ND9+/ctjytXrrzmigEAAAAA76sk1nzz9OnTy9bWVjdv3ozRfvPmTWXKlCley0iaNKlKlCihs2fPxvm6nZ2d7OzsXrlWAAAAAAASyqpnupMlS6ZSpUrJ19fX0hYZGSlfX1+VL18+XsuIiIjQ0aNHlTlzZqPKBAAAAADgpVj1TLckubu7q127dipdurTKli0rLy8vBQcHq0OHDpIkV1dXZc2aVZ6enpKk4cOH66OPPlKePHl07949jRkzRpcuXdKXX35pzY8BAAAAAEAsVg/dLVq0UEBAgIYMGSJ/f38VL15cGzZssAyudvnyZdnY/O+E/N27d9W5c2f5+/srTZo0KlWqlPbs2aOCBQta6yMAAAAAABAnq4duSXJzc5Obm1ucr23fvj3G8wkTJmjChAmvoSoAAAAAAF7NWzd6OQAAAAAAbwtCNwAAAAAABiF0AwAAAABgEEI3AAAAAAAGIXQDAAAAAGAQQjcAAAAAAAYhdAMAAAAAYBBCNwAAAAAABiF0AwAAAABgEEI3AAAAAAAGIXQDAAAAAGAQQjcAAAAAAAYhdAMAAAAAYBBCNwAAAAAABiF0AwAAAABgEEI3AAAAAAAGIXQDAAAAAGAQQjcAAAAAAAYhdAMAAAAAYBBCNwAAAAAABiF0AwAAAABgEEI3AAAAAAAGIXQDAAAAAGAQQjcAAAAAAAYhdAMAAAAAYBBCNwAAAAAABiF0AwAAAABgEEI3AAAAAAAGIXQDAAAAAGAQQjcAAAAAAAYhdAMAAAAAYBBCNwAAAAAABiF0AwAAAABgEEI3AAAAAAAGIXQDAAAAAGAQQjcAAAAAAAYhdAMAAAAAYBBCNwAAAAAABiF0AwAAAABgEEI3AAAAAAAGIXQDAAAAAGAQQjcAAAAAAAYhdAMAAAAAYBBCNwAAAAAABiF0AwAAAABgEEI3AAAAAAAGIXQDAAAAAGAQQjcAAAAAAAYhdAMAAAAAYJA3InRPmTJFLi4usre3V7ly5bRv3754zbds2TKZTCY1bNjQ2AIBAAAAAHgJrxS6g4KC1KtXL33yySfq0aOH7t+/n+BleHt7y93dXUOHDtXBgwdVrFgx1apVS7du3XrhfBcvXlS/fv1UqVKlly0fAAAAAABDvVLo7tu3r3777Td99NFH2rFjh3r27JngZYwfP16dO3dWhw4dVLBgQU2fPl3JkyfXnDlznjtPRESEWrdurWHDhilXrlyv8hEAAAAAADDMK4XuLVu2aPbs2Ro9erRWrFihjRs3Jmj+sLAwHThwQDVq1PhfQTY2qlGjhvz8/J473/Dhw5UxY0Z16tTpP98jNDRUDx48iPEAAAAAAOB1eKXQHRgYKBcXF0lSzpw5FRgYmOD5IyIi5OzsHKPd2dlZ/v7+cc6za9cuzZ49WzNnzozXe3h6esrJycnyyJ49e4JqBAAAAADgZSU4dD97xvjhw4d68ODBS13PnVBBQUFq27atZs6cqfTp08drHg8PD92/f9/yuHLlisFVAgAAAADwVJKEzpA6dWqZTCZJktlsVokSJSz/H9UeX+nTp5etra1u3rwZo/3mzZvKlClTrOnPnTunixcvqn79+pa2yMhISVKSJEl06tQp5c6dO8Y8dnZ2srOzS1BdAAAAAAAkhgSH7m3btiXamydLlkylSpWSr6+v5bZfkZGR8vX1lZubW6zp8+fPr6NHj8Zo++677xQUFKSJEyfSdRwAAAAA8EZJcOjOmTOnsmfPnuCz2s/j7u6udu3aqXTp0ipbtqy8vLwUHBysDh06SJJcXV2VNWtWeXp6yt7eXoULF44xf+rUqSUpVjsAAAAAANb2UqH7xo0bypgxY6IU0KJFCwUEBGjIkCHy9/dX8eLFtWHDBsvgapcvX5aNzSuN9wYAAAAAgFUkOHSbzeZEL8LNzS3O7uSStH379hfOO2/evESvBwAAAACAxJDg0C1JV69e1ePHj+N87YMPPnilggAAAAAAeFe8VOguU6ZMrLao0csjIiJeuSgAAAAAAN4FLxW69+7dqwwZMiR2LQAAAAAAvFMSHLpNJpM++OCDRBtIDQAAAACAd1WChwU3YiA1AAAAAADeRQkO3RcuXKBrOQAAAAAA8ZDg0L1161b5+PjEal+xYoXmz5+fKEUBAAAAAPAuSHDo9vT0VPr06WO1Z8yYUSNGjEiUogAAAAAAeBckOHRfvnxZOXPmjNWeI0cOXb58OVGKAgAAAADgXZDg0J0xY0YdOXIkVvvhw4eVLl26RCkKAAAAAIB3QYJDd6tWrdSrVy9t27ZNERERioiI0NatW/X111+rZcuWRtQIAAAAAMBbKcH36f7hhx908eJFVa9eXUmSPJ09MjJSrq6uXNMNAAAAAEA0CQ7dyZIlk7e3t3744QcdPnxYDg4OKlKkiHLkyGFEfQAAAAAAvLUSHLqjfPjhh8qbN68kyWQyJVpBAAAAAAC8KxJ8TbckLViwQEWKFJGDg4McHBxUtGhRLVy4MLFrAwAAAADgrZbgM93jx4/X4MGD5ebmpooVK0qSdu3apa5duyowMFB9+vRJ9CIBAAAAAHgbJTh0T5o0SdOmTZOrq6ul7fPPP1ehQoX0/fffE7oBAAAAAPh/Ce5efuPGDVWoUCFWe4UKFXTjxo1EKQoAAAAAgHdBgkN3njx5tHz58ljt3t7eloHVAAAAAADAS3QvHzZsmFq0aKEdO3ZYrunevXu3fH194wzjAAAAAAC8rxJ8prtJkybau3ev0qdPrzVr1mjNmjVKnz699u3bp0aNGhlRIwAAAAAAb6WXuk93qVKltGjRosSuBQAAAACAd0qCQ/eDBw9e+Lqjo+NLFwMAAAAAwLskwaE7derUMplMsdrNZrNMJpMiIiISpTAAAAAAAN52CQ7d27Ztk/Q0ZH/22WeaNWuWsmbNmuiFAQAAAADwtktw6K5cubLl/21tbfXRRx8pV65ciVoUAAAAAADvggSPXg4AAAAAAOLnlUN3XNd3AwAAAACAl+heXqJECUvQfvTokerXr69kyZJZXj948GDiVQcAAAAAwFsswaG7YcOGlv9v0KBBYtYCAAAAAMA7JcGhe+jQoUbUAQAAAADAO4eB1AAAAAAAMEiCz3SnSZPmhYOn3blz55UKAgAAAADgXZHg0O3l5WX5f7PZrG7dumn48OHKmDFjYtYFAAAAAMBbL8Ghu127djGe9+zZU02aNFGuXLkSrSgAAAAAAN4Fr3RNd3h4uJ48eSJbW9vEqgcAAAAAgHdGgs90//rrr5Ke3qPbx8dHTk5O+uCDDxK9MAAAAAAA3nYvfZ9ue3t7FS5cWKtXr37hwGoAAAAAALyvEhy6IyMjjagDAAAAAIB3zitd03316lVdvXo1sWoBAAAAAOCdkuDQHRkZqeHDh8vJyUk5cuRQjhw5lDp1av3www+cBQcAAAAAIJoEdy8fNGiQZs+erZEjR6pixYqSpF27dun777/X48eP9dNPPyV6kQAAAAAAvI0SHLrnz5+vWbNm6fPPP7e0FS1aVFmzZlX37t0J3QAAAAAA/L8Edy+/c+eO8ufPH6s9f/78unPnTqIUBQAAAADAuyDBobtYsWKaPHlyrPbJkyerWLFiiVIUAAAAAADvggR3Lx89erTq1q2rLVu2qHz58pIkPz8/XblyRevXr0/0AgEAAAAAeFsl+Ex35cqVdfr0aTVq1Ej37t3TvXv31LhxY506dUqVKlUyokYAAAAAAN5K8T7TPXz4cPXr10/JkydXlixZGDANAAAAAID/EO8z3cOGDdPDhw+NrAUAAAAAgHdKvEO32Ww2rIgpU6bIxcVF9vb2KleunPbt2/fcaVetWqXSpUsrderUSpEihYoXL66FCxcaVhsAAAAAAC8rQdd0m0ymRC/A29tb7u7uGjp0qA4ePKhixYqpVq1aunXrVpzTp02bVoMGDZKfn5+OHDmiDh06qEOHDtq4cWOi1wYAAAAAwKtI0OjlH3744X8G74Teq3v8+PHq3LmzOnToIEmaPn261q1bpzlz5mjAgAGxpq9SpUqM519//bXmz5+vXbt2qVatWgl6bwAAAAAAjJSg0D1s2DA5OTkl2puHhYXpwIED8vDwsLTZ2NioRo0a8vPz+8/5zWaztm7dqlOnTmnUqFFxThMaGqrQ0FDL8wcPHrx64QAAAAAAxEOCQnfLli2VMWPGRHvzwMBARUREyNnZOUa7s7OzTp48+dz57t+/r6xZsyo0NFS2traaOnWqPv300zin9fT01LBhwxKtZgAAAAAA4ive13QbcT33y0qVKpUOHTqk/fv366effpK7u7u2b98e57QeHh66f/++5XHlypXXWywAAAAA4L0V7zPdRoxenj59etna2urmzZsx2m/evKlMmTI9dz4bGxvlyZNHklS8eHGdOHFCnp6esa73liQ7OzvZ2dklat0AAAAAAMRHvM90R0ZGJmrXcklKliyZSpUqJV9f3xjv4+vrq/Lly8d7OZGRkTGu2wYAAAAA4E2QoGu6jeDu7q527dqpdOnSKlu2rLy8vBQcHGwZzdzV1VVZs2aVp6enpKfXaJcuXVq5c+dWaGio1q9fr4ULF2ratGnW/BgAAAAAAMRi9dDdokULBQQEaMiQIfL391fx4sW1YcMGy+Bqly9flo3N/07IBwcHq3v37rp69aocHByUP39+LVq0SC1atLDWRwAAAAAAIE5WD92S5ObmJjc3tzhfe3aAtB9//FE//vjja6gKAAAAAIBXE+9rugEAAAAAQMIQugEAAAAAMAihGwAAAAAAgxC6AQAAAAAwCKEbAAAAAACDELoBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgxC6AQAAAAAwCKEbAAAAAACDELoBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgxC6AQAAAAAwCKEbAAAAAACDELoBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgxC6AQAAAAAwCKEbAAAAAACDELoBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgxC6AQAAAAAwCKEbAAAAAACDELoBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgxC6AQAAAAAwCKEbAAAAAACDELoBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgxC6AQAAAAAwCKEbAAAAAACDELoBAAAAADAIoRsAAAAAAIMQugEAAAAAMAihGwAAAAAAgxC6AQAAAAAwCKEbAAAAAACDELoBAAAAADDIGxG6p0yZIhcXF9nb26tcuXLat2/fc6edOXOmKlWqpDRp0ihNmjSqUaPGC6cHAAAAAMBarB66vb295e7urqFDh+rgwYMqVqyYatWqpVu3bsU5/fbt29WqVStt27ZNfn5+yp49u2rWrKlr16695soBAAAAAHgxq4fu8ePHq3PnzurQoYMKFiyo6dOnK3ny5JozZ06c0y9evFjdu3dX8eLFlT9/fs2aNUuRkZHy9fV9zZUDAAAAAPBiVg3dYWFhOnDggGrUqGFps7GxUY0aNeTn5xevZYSEhOjJkydKmzatUWUCAAAAAPBSkljzzQMDAxURESFnZ+cY7c7Ozjp58mS8lvHtt98qS5YsMYJ7dKGhoQoNDbU8f/DgwcsXDAAAAABAAli9e/mrGDlypJYtW6bVq1fL3t4+zmk8PT3l5ORkeWTPnv01VwkAAAAAeF9ZNXSnT59etra2unnzZoz2mzdvKlOmTC+cd+zYsRo5cqQ2bdqkokWLPnc6Dw8P3b9/3/K4cuVKotQOAAAAAMB/sWroTpYsmUqVKhVjELSoQdHKly//3PlGjx6tH374QRs2bFDp0qVf+B52dnZydHSM8QAAAAAA4HWw6jXdkuTu7q527dqpdOnSKlu2rLy8vBQcHKwOHTpIklxdXZU1a1Z5enpKkkaNGqUhQ4ZoyZIlcnFxkb+/vyQpZcqUSpkypdU+BwAAAAAAz7J66G7RooUCAgI0ZMgQ+fv7q3jx4tqwYYNlcLXLly/LxuZ/J+SnTZumsLAwNW3aNMZyhg4dqu+///51lg4AAAAAwAtZPXRLkpubm9zc3OJ8bfv27TGeX7x40fiCAAAAAABIBG/16OUAAAAAALzJCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBrB66p0yZIhcXF9nb26tcuXLat2/fc6c9duyYmjRpIhcXF5lMJnl5eb2+QgEAAAAASCCrhm5vb2+5u7tr6NChOnjwoIoVK6ZatWrp1q1bcU4fEhKiXLlyaeTIkcqUKdNrrhYAAAAAgISxaugeP368OnfurA4dOqhgwYKaPn26kidPrjlz5sQ5fZkyZTRmzBi1bNlSdnZ2r7laAAAAAAASxmqhOywsTAcOHFCNGjX+V4yNjWrUqCE/Pz9rlQUAAAAAQKJJYq03DgwMVEREhJydnWO0Ozs76+TJk4n2PqGhoQoNDbU8f/DgQaItGwAAAACAF7H6QGpG8/T0lJOTk+WRPXt2a5cEAAAAAHhPWC10p0+fXra2trp582aM9ps3bybqIGkeHh66f/++5XHlypVEWzYAAAAAAC9itdCdLFkylSpVSr6+vpa2yMhI+fr6qnz58on2PnZ2dnJ0dIzxAAAAAADgdbDaNd2S5O7urnbt2ql06dIqW7asvLy8FBwcrA4dOkiSXF1dlTVrVnl6ekp6Ovja8ePHLf9/7do1HTp0SClTplSePHms9jkAAAAAAIiLVUN3ixYtFBAQoCFDhsjf31/FixfXhg0bLIOrXb58WTY2/zsZf/36dZUoUcLyfOzYsRo7dqwqV66s7du3v+7yAQAAAAB4IauGbklyc3OTm5tbnK89G6RdXFxkNptfQ1UAAAAAALy6d370cgAAAAAArIXQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGITQDQAAAACAQQjdAAAAAAAYhNANAAAAAIBBCN0AAAAAABiE0A0AAAAAgEEI3QAAAAAAGOSNCN1TpkyRi4uL7O3tVa5cOe3bt++F069YsUL58+eXvb29ihQpovXr17+mSgEAAAAAiD+rh25vb2+5u7tr6NChOnjwoIoVK6ZatWrp1q1bcU6/Z88etWrVSp06ddI///yjhg0bqmHDhvr3339fc+UAAAAAALyY1UP3+PHj1blzZ3Xo0EEFCxbU9OnTlTx5cs2ZMyfO6SdOnKjatWurf//+KlCggH744QeVLFlSkydPfs2VAwAAAADwYkms+eZhYWE6cOCAPDw8LG02NjaqUaOG/Pz84pzHz89P7u7uMdpq1aqlNWvWxDl9aGioQkNDLc/v378vSXrw4MErVm+8yNAQa5eAt8SbtD6z3iK+WG/xNmK9xduI9RZvozdpvX2eqBrNZvMLp7Nq6A4MDFRERIScnZ1jtDs7O+vkyZNxzuPv7x/n9P7+/nFO7+npqWHDhsVqz549+0tWDbx5nLysXQGQcKy3eBux3uJtxHqLt9HbtN4GBQXJycnpua9bNXS/Dh4eHjHOjEdGRurOnTtKly6dTCaTFSvDy3jw4IGyZ8+uK1euyNHR0drlAPHCeou3Eest3kast3gbsd6+vcxms4KCgpQlS5YXTmfV0J0+fXrZ2trq5s2bMdpv3rypTJkyxTlPpkyZEjS9nZ2d7OzsYrSlTp365YvGG8HR0ZGNEt46rLd4G7He4m3Eeou3Eevt2+lFZ7ijWHUgtWTJkqlUqVLy9fW1tEVGRsrX11fly5ePc57y5cvHmF6SNm/e/NzpAQAAAACwFqt3L3d3d1e7du1UunRplS1bVl5eXgoODlaHDh0kSa6ursqaNas8PT0lSV9//bUqV66scePGqW7dulq2bJn+/vtv/fLLL9b8GAAAAAAAxGL10N2iRQsFBARoyJAh8vf3V/HixbVhwwbLYGmXL1+Wjc3/TshXqFBBS5Ys0XfffaeBAwcqb968WrNmjQoXLmytj4DXyM7OTkOHDo11yQDwJmO9xduI9RZvI9ZbvI1Yb999JvN/jW8OAAAAAABeilWv6QYAAAAA4F1G6AYAAAAAwCCEbgAAAAAADELoBgAAAADAIIRuAHiPMZYmAACAsQjdeGcQHoD4+fHHH9W5c2dJkslkUmhoqJUrAuIWGRlp7RLwHmO/AkBiIXTjrXbjxg2dOXNG0tPwAOC/JU+eXHfu3JEkjR49Wl5eXrp9+7aVqwJiioyMlI3N092UFStWaMuWLVauCO+LqLD98OFDK1cC4F1B6MZb6/Hjx6pSpYrc3d116tQpa5cDvPHc3NzUqFEj9evXT506ddL169c1YMAA/fTTT1q6dKnu379v7RIBSU9DT1Tg/uabb+Th4SE/Pz8ODsFQZ8+e1bZt22QymeTj46PGjRuzXQSQKAjdeGvZ29vrl19+0YEDBzR8+HCdPHnS2iUBb7Q+ffqoZcuWOnjwoD777DNlzJhR1atXV5o0adS7d2/NmDFDDx48sHaZgKXn0uTJkzV37lwtXbpUHh4eSpcunZUrw7ts/Pjxql69uoYOHarmzZvL1dVVTk5O1i4LMNyzl/KEh4dbenxwmU/iMJm5YAVvoagNgI2Njfbs2aMGDRqoZs2aGjx4sPLnz2/l6oA3T0REhGxtbSVJISEhSp48ucxmswYMGKAcOXIoZcqUat++vUaNGqWvvvpKjo6OVq4Y7zOz2azw8HB16NBBuXPn1rBhwyzdzaN3OwcSW/ny5XXw4EH17t1bo0aNsnY5wGu1detWlS9fXg4ODpKkXbt2adOmTQoKClKbNm1UvHhxy74EEoZfLbxVrly5ouPHjys8PNyy01WhQgWtXLlSmzZt0rBhwzjjDcQh6kfS29tbKVOm1PHjx2UymVSmTBmNHj1arq6uGj16tAYMGKCZM2fSpRJWZTKZZGNjowsXLujWrVuSnh5kjep2/vjxYx06dMi6ReKdEXX+KepgT4ECBTRjxgxt3rzZypUBxop+FnvPnj3q0qWLBg4cKEnauHGjGjVqpDNnzmj58uXq0qWLzp8/b61S33qEbrw1rl69qpw5c6pw4cJq3bq1evToob/++ksBAQH65JNPtHHjRvn6+urHH3/UsWPHrF0u8EaIiIiI8bxChQqqWbOmqlWrpmPHjqlOnTpKkyaNTp8+rX79+mnUqFHq37+/1q1bZ6WK8T6Kq/tieHi4cubMqePHj8vf31+RkZGWbufXrl3TiBEjdOTIkdddKt4xZrNZJpNJ//77ry5fvqz9+/fr0KFDatCggZo2bapNmzbFmD4wMNBKlQKJK3qvob/++ksfffSRWrVqpQMHDujzzz9XkyZN5OXlpSVLluj8+fO6ePFirH8PiD9CN954UUeg7927p7Jly0qS8ubNq8OHD8vV1VVFihRR7969dfv2bc2dO1fr16/XjBkzdPjwYWuWDbwRos5w79q1S6GhocqePbvmzJmjUqVKqXr16nrw4IEKFy6syZMnS5L69eunJUuWqHnz5tYsG++R6Dt+Bw4ckJ+fnw4fPiw7OzsNGzZMR44ckbu7u86fP6/Hjx8rMDBQX3/9te7evavChQtbuXq8zaIC9+rVq/X5559r+fLlunTpkiRp7ty5atCggVq0aKGNGzcqPDxco0aNUtu2bRUaGsrtxPBWi77d7dOnj9q2bavw8HB5eHioatWqOnr0qMqVK6fmzZvLZDLJzs5OBQsWVKpUqaxc+duLa7rxxnv8+LHs7e315MkTnThxQl999ZUiIyO1bds23blzRytWrNBff/2l9evXq0qVKpYfRzc3N40dO1bJkiWz9kcArGratGnq0aOHfvjhB/Xv31/JkiXTtWvX1LFjRx05ckT169dXsmTJLME7Snh4uJIkSWKlqvE+iAo9kjRw4EAtX75cDg4OunTpkr744gsNGTJEN27cUJ06dZQlSxYFBwcrbdq0Cg0N1f79+5U0aVKu8cYr+eOPP9SsWTONHDlSrq6uscazaNeunRYuXKhPPvlE+/fv186dO1WyZEkrVQu8uujbTA8PD82YMUPbt29X0aJFJUmPHj3SqFGjtGHDBlWtWlWenp5q3bq1jh49qoMHD7Jf8JII3Xij+fv7q2TJklq6dKkqV66s8PBwnThxQi1atJCDg4O2b9+uVKlSKTw8XHfu3NHOnTu1Y8cO7dy5U4sWLVLBggWt/REAq5s0aZK+/vprmUwm9e3bV56enrK1tdXVq1fVr18/LV++XJJ04sQJ5cuXz8rV4n00YcIEjRw5UmvWrFH58uU1YMAATZw40TKoj7+/v7Zs2aKrV68qS5Ysat26tWxtbTkwhJdmNpv16NEjNWvWTEWLFpWnp6eCg4N1/fp1/f7770qSJIl69uwpSZozZ46CgoL02WefKW/evFauHHh50QP3kCFD9OOPP2rMmDHq27evpP8dbA8JCdGoUaPk6+urkydPKk2aNDp+/LiSJk0aY2BWxB+hG2+069evq1u3btq6das2btyoChUqKCIiQsePH1fr1q0lSbt3747V3SU4OFgpUqSwRsmAVUU/cxjl33//1bfffqs6deqoX79+6tGjh0aPHi1bW1tdunRJvXv31vXr1+Xn58cZQ1hF69atVbJkSfXt21c+Pj7q3LmzRowYoW7dullG238WO35IDM2aNbPcNnHq1Kk6efKkzp07p9DQUFWvXl0LFy6UFPe2FXhb9ezZU/PmzVOtWrV069Yt9erVS02bNpUUM3gPHjxYFy5ckLe3t5ImTcqBzlfA3hXeaFmyZNGUKVPUsGFDVatWTXv27JGtra0KFiyoJUuWyGQyqVKlSgoKCpIkPXnyRJLi3EED3gdRO4Xjxo3TmjVrJEm5c+fWqVOnlCZNGq1cuVI///yzPDw8FBERoRw5cmj69OmWwP3swGtAYnv2WH9wcLCOHTumIkWKaO/everQoYM8PT3VrVs3hYWFafz48dq5c2es5RC4kRgKFiyow4cPq2jRorp165Y6deqkw4cP68svv9TDhw8tg/wRuPGumDVrlhYsWKADBw5ozJgxKlSokMaOHatVq1ZJkpIkSaLw8HAlT55cI0aM0MqVKwnciYDQjTdOSEiIHj16ZHmeLVs2/fjjj2rSpImqVaum3bt3y9bWVgUKFNDixYtla2urwoUL6+HDh0qaNKkkfhzx/okeZO7evau///5bbdq00W+//SYHBwe1aNFCR48eVd26dbVw4UJNmjRJ3bt3V2RkpJydnS33PybIwEjRRyA/f/68zGazUqRIoZo1a6pHjx6qXLmypkyZoq5du0qSHj58KF9fXx08eNCaZeMdELWNPHr0qDZt2qTVq1crLCxMw4YN04IFC7RhwwYtX75cLVu2lKOjo27cuCE7OzsOROKtF3XgKOrfQP78+fX333/rww8/VM6cOdW9e3eVLFlSo0ePjhG8IyIiZGdnJ5PJJLPZTOB+RXQvxxvlzJkzatOmjTJkyKAuXbooXbp0qlixoqSno5d3795dK1eulK+vrz7++GNFRETo6NGjcnNz04IFC5QrVy4rfwLgzXD69GlNmDBBS5cu1dq1ayU97cJ78OBBZcyYUfPnz9ecOXO0fft2DlLhtYh+LeHgwYO1ceNGDR06VHXr1tXevXvVr18/hYSEaP369XJ2dlZAQIDatWune/fuaefOnRwQwivz8fFR165dlS1bNh05ckRly5ZVhw4d9NVXX1mmuXz5siZPnqxZs2Zp586dKlSokBUrBl5N9O3u2bNnZTKZlDFjxliXZR49elTTp0/XoUOH1L17d8slnEg8hG68Me7cuaNhw4Zp0qRJljPZd+/eVb58+VSmTBl17NhRQUFBmj9/vmbMmKHdu3erVKlSioiIUEREBKOU4703YcIEbdy4URs2bJD09CDW6NGjtWLFCk2cOFG+vr4aNGhQrMHSuFYRRou+49e7d2/98ssvyp49u7JkyaLBgwerWrVqWrJkiaZMmaKTJ08qT548Cg8Pl42Njfbs2cPgPXhl//zzjz799FONGjVKjRo10uPHjzVgwABdunRJLVu2VLdu3bRp0ybNmTNHx44d08KFC1W8eHFrlw28tOi/7UOHDtXKlSv16NEjhYWF6ZtvvlGzZs2UKVMmy/RHjx7VyJEjlSJFCv3yyy/WKvudRejGG+HkyZMaOHCg+vTpo0WLFsnf318FCxZU69atNXv2bO3evVvXrl1TmjRpVLhwYW3cuFH379/XoUOHLLc4AN53v/32m1q3bq06derI29tb0tPgPW7cOC1fvlz37t3TTz/9JA8PDytXivfV4MGDNW7cOF2/fl1JkiRRtWrVZGdnpx9//FGVK1fWhQsXtHnzZt27d0/Zs2dX8+bNGaUciWLRokUaOXKk/Pz8lDJlSplMJt24cUN9+/bV9evXtW3bNplMJq1bt07FihVTtmzZrF0ykCg8PT3l5eWlBQsWqFatWvr888/1999/a9OmTSpcuHCMac+dO6ecOXMyqKoB+EbxRvDz89P169dVqVIl9enTR+nTp9e2bdv077//asKECdq3b58WLFggd3d3S/iWJDs7OytXDlhH1DVaUcxms+rUqaOdO3dq9erVlmti8+bNq969e+vLL7+U9PQ2fIA1HDhwQBMmTFDjxo0VHh6ulClTau3atQoLC9N3330nX19fubi4qEuXLvrmm2/UqlUr2draKiIigsCNlxZ1bsnGxkahoaEKCQmRyWRSeHi4MmfOrB9++EE7duzQli1bJEl169YlcOOdERISou3bt2vkyJGqVauWfv/9d+3YsUNDhgxR4cKFLWMWRP07yZ07t2WMFyQuQjfeCP7+/goPD1dERITy58+vgQMHqlChQvLy8tLkyZMlSdWrV1fHjh21adMm/fPPP7p27Rr3FMZ7K+oo9IEDByQ9HTwwSZIkOnfunGxtbTVz5kw1b95c0tNBU1xdXTVmzBiNGzfOajXj/VaqVCl99913OnXqlMaPH69r164pc+bMWrNmjZ48eaKffvrJMv5AdHQpx6uI6l5bokQJXb58WdOmTZMky4EcW1tbFSpUSKlTp7ZWiUCiievuEBcuXFDVqlX1559/qlWrVho1apS6du2qR48eycvLS+fPn491iRlnuhMf3yis5vHjx5b/Dw8PV5o0aWRra6vIyEjlzp3bEryXLFmiqVOnWqZNmjSpnJyclDlzZmuUDbwxfH19VadOHXl5eUmS1q5dq3bt2mnixInasmWLtm7dqpYtW0qSChcurL59+1puBQK8TlFnTQYMGKD69evLx8dHq1evVnBwsDJnzqy1a9fq4sWLlrONwMuKCh3//vuvfv31V23cuFFXr15VgQIFNGPGDI0YMULfffedzp07p4CAAM2aNUsPHjxQ1qxZrVw58Gqi3x3i2rVrkqQMGTKoSJEi+uKLL1S3bl39/PPPloED7969qzVr1mjPnj1Wq/l9wjXdsIpr166pT58+6ty5sz799FN9//33OnnypJYtW6aIiAiZTCbZ2Njo9OnTGjVqlE6ePKnGjRurb9++1i4deGOcOnVK06ZNk6+vr8qUKaNVq1Zp7Nix+vLLL2U2m7VlyxbVqlVLgwYN0g8//GDtcvEeeNGgfNEHU+vevbtWrVqlbdu2qUCBApKeDqbp5OTEmW28Mh8fH7m5uSlVqlQKDw/XvXv3tGzZMtWqVUsLFy5Ut27dlC5dOtnb2ys4OFi//vqrSpYsae2ygZcWffs6YsQI/fvvv+rQoYM+/fRTeXt7a9iwYcqUKZO2bt0qSQoKClKLFi0UEhIiX19ftruvAaEbVnH+/Hm1adNGqVOn1o8//igfHx9dvXpVCxYsiDVtcHCwWrdurcjISM2fP99yPTfwPon+gxrdpUuXNHHiRM2fP1/VqlXTihUrYszz999/q2TJklwTizdC9BHIy5Qpo9y5c1sOtka1M0o5XsXBgwdVrVo1jR07Vp9//rnu3Llj2Ub++uuvqlGjhs6ePaszZ84oIiJCxYoVU/bs2a1dNpAoPDw8NGvWLM2aNUvFixdXjhw5FBISorFjx2r58uWSno71cuPGDT1+/Fj79+/n7hCvCaEbVnP27Fm5ubkpRYoUunTpksxmswoXLiwbGxvLgCcmk0kODg66ceOGpk2bxuAmeC9FD9zTp0/XmTNndPz4cX399df66KOPFBYWptGjR2vdunXq0aOH3NzcYi2D0Z9hpNGjRyt9+vTq2LGjpe15O3FR63O7du1kMpk0b96811gp3nU+Pj4aO3astm7dquTJk0t6us517dpVv/32mw4ePMjlaXgn7d27V66urpoxY4aqVKki6X/b25CQEB08eFArVqxQ0qRJlS1bNrm5uVkuOWP/wHhc0w2ryZMnjyZOnKhHjx7p1KlTunTpkpInT67r16/r2rVrevz4sR48eKArV65o1KhRBG68t6IC9zfffKNhw4ZZfjBbt26tH374QRkzZlS3bt1Ur149TZ06VZ6enrGWwQ8qjHTmzBk9efJEkjRjxgydP3/eMvL4s2xsbGQ2mxUYGChnZ+fXXSrecQ8fPtThw4ctY1dERETIxsZGXbp0UdKkSXXp0iUrVwgYIyAgQMHBwXJxcbG0Re0/JE+eXB9//LEmTpyosWPHqnfv3kqSJAl3h3iN+JZhVfny5dPPP/+s3r17KywsTN27d1eRIkWsXRbwxtm8ebNWrFih9evXq0SJEtq7d69mz56tMmXKSHp6m4+ePXvq3r17OnLkyAuvrQUSy8yZM3X48GHNnj1bHTp0kK+vr7p166ZcuXJpw4YNypMnT5xnvE0mk7p27ao6depYqXK87c6dO6dFixbpwYMHKl++vJo2bSpJqly5sgoVKqThw4dr4MCBSps2raSnA0olS5ZMoaGh1iwbMExUD9GoTsxRA6uZTCatXr1adnZ2+uyzz2LMQ5fy14cz3bC6PHnyaPz48bKxsVH//v21c+fOGK9zBQTwdGyD3Llzq0SJElq6dKk+/fRTTZkyRS1btlRQUJD++ecfffDBBxo2bJiWLFkS44cXMMLt27eVIkUK3bp1Sxs3blSFChWUI0cO5ciRQ46OjqpatapOnToV64x31HpZv359y5kWICEOHz6sSpUqaefOndq/f7/atm0rHx8fSZKLi4s+++wz+fn5afjw4bp165YCAgI0c+ZMRUZG6sMPP7Ry9YAxatWqpcjISH377beSnp7lNplMevTokebOnat//vnHyhW+3wjdeCN8+OGHmjRpkpImTapvvvlGe/futbzG2Tq8b6JurxRdYGCg7t+/L19fX3Xt2lUjR45Ut27dJEl//PGHpk+froCAAGXJkkUmkynGrUMAI6RLl05ffPGFli9frk8//VSSZG9vL7PZrLp16+rjjz/Wp59+qtOnT8cI3s+ul5xpQUIcOXJE5cuXV/v27bVx40YtX75c1apV09WrVy3bve+//1716tXTrl27lDlzZtWqVUtz5syRj48P13PjnRQREaGUKVNq4cKF2rZtm2rWrKnFixdr+fLl+vzzz3XhwgVLGId1MJAa3ignT57U4MGDNW7cOH3wwQfWLgewqj/++ENZs2ZV0aJFFRQUpI8//lhHjx7VtGnTLPfZDA0NVdOmTZU2bVrNmzePoI3Xbu7cufL19dXPP/+stGnTatCgQQoPD1fbtm3l7u6u06dPa/PmzcqbN+9zR+EH4uP8+fMqVaqUmjZtqpkzZ1ra69Wrp7CwMD18+FBFihRR9+7dVaxYMQUGBmrHjh1ycnLShx9+yCjleKvFtf2M61KykydPqmPHjrpz547s7e2VK1cueXt7M0q5lfHLhzdK/vz5tXjxYgI33mtms1lnzpxRkyZN9PPPP+v48eNKlSqVBg4cqIIFC+q3337TgQMHtGrVKjVs2FAXL17U7Nmz6VKO1yKqJ0ZkZKTMZrPOnTun06dPa/DgwQoJCVGBAgX0xx9/qHDhwho3bpyKFCmiwoUL68qVKwRuvBI/Pz/Z2dnJ0dFRZ8+elSR5enrK19dXhQoVUtWqVbVs2TK5ubnpzp07Sp8+vRo3bqzq1asTuPFWix64f//9d/3111+SFOfvfv78+bVjxw7t2LFDmzZt0sqVK5U0aVKFh4cTuK2IgdTwxkmWLJm1SwBeu6gf1Kij1nnz5tXixYvl7u4uk8kkDw8PNWnSREmTJpWnp6dq1qypXLlyycXFRQcPHrRcG8sPKowWteN36tQpFShQQN9//71SpUql1atXa+DAgerTp48WLlyof/75RyVKlNDAgQOVP39+ZcmSxcqV420VtV1s3bq1goODNXXqVMutjhYuXKi1a9eqZs2akqSaNWuqatWq2rNnj+rVq2flyoFXFz1wu7u7y8vLS82aNdOAAQNUokQJS/COOuMdGRmpJEmSKGPGjDGWwSjl1sW3DwBvgKgf1B07dqhy5cqSpEaNGsnGxkZubm4ym80aOHCgGjdurMaNG+vkyZPKlCmTnJycZDKZuM8mXqsNGzaocePGmj17tlq1aqW+ffsqMjJSa9eu1bBhw3T+/Hnt379fJUqUUPny5VW+fHlJz793N/AiUWHi8uXL6tKliyIjI/Xzzz/r4sWLmjJlimrWrGnpgeHk5KQ8efLIycnJmiUDiSZq/6Bfv35asmSJfvnlF40ZM0ajR49W//79VbJkyRjBO64eRfQysj7+AgDwhvjnn39UtWpVDRgwwNLWoEEDTZo0SRs3btTIkSP177//SnrafSx16tSWQdMI3HidsmfPrjZt2mjgwIHy9vZWkiRJ1L9/f9WrV08BAQEKCAjQxo0b9fjx4xjzEbiREBcuXLDcCizqbPb58+fVtWtX9e3bV7lz59ahQ4d0+vRp2djYyMbGxtKVNm/evFauHkg8a9eu1ZIlS/Tbb7/pyy+/lLe3t/bu3SsvLy8dOHBAUtxdzfHmYC8NAKzk2UFRcuXKpcmTJ6tv376ytbXVTz/9JElq2LChkiVLJjc3Nz18+FA//fSTcubMaZmPI9h43QoVKiR3d3fZ2tqqb9++MpvNatmypQYMGKAJEyZYAre9vb21S8Vb7NSpU/rrr79UpkwZHThwQIsXL1auXLkkSZ06ddLjx481e/ZshYeHa9CgQZo/f77Gjh0rPz8/ZcqUycrVA4nn3LlzSp8+vcqUKSNJKl68uMxms1auXKnw8HD169fPcsYbbyZGLwcAKzt8+LCKFSsmSQoKCtLixYvVs2dPffPNN5bgLT0NOunSpdP27dsJ2ngtnh0ZNyIiIkb3xYsXL2rUqFH6/fffNWbMGLVs2VLh4eFauXKlmjZtKltb2zhH1wXia8iQIfrxxx9VpEgRHT58WNLTuzbY2dlJkqZOnar58+crKChIFy5c0K5du1SqVClrlgwkmqiD81u2bFHbtm315Zdfqm3btnJ1dVWGDBnUq1cv9ejRQ7ly5dLPP//MfejfYOy1AYAVrVq1Sm3bttWsWbMkSalSpdIXX3yhSZMmafTo0Ro6dKgkqWnTpgoLC5Ovr69sbGzivJc3kNiiwvL58+clPe0ebmNjo8OHD2v58uW6fPmy2rRpo6ZNm2rAgAGaO3eukiRJohYtWljuzU3gxsuI2sblypVL/fr1U0REhOV+8HZ2dnr06JEkqXv37mrXrp1sbW21b98+Ajfeas/+tkcd4CxSpIh69OihX375RQ0aNNC+ffvUrFkzffrpp5oyZYpSpUqlPHnyWKNkxBNnugHAiq5du6bu3bvrwYMHatu2rTp27ChJunv3rlatWiU3NzelTZtW9vb2OnnypOW2H1zDjdfFx8dHI0aM0PDhw1WvXj39+uuv6tGjh9KnT6+jR4/Kw8NDjRs31qhRoxQaGqrVq1dzdhuJKiIiQuvXr1f//v2VPXt2bd682fJaVE+hoKAgpUqVyopVAq8m+iVn27ZtU2BgoFKlSqXKlSvLwcFB9+/f16NHjxQSEqKpU6fKzs4uRm+4Z5eBNwuhGwBek2d/DKPC8/Xr19WrVy/dvHlTHTp0sJy1kaR8+fIpQ4YM2r59u+UWOQRuGOnZ9XTDhg2aPHmyJKlYsWKaMmWKRo4cqXbt2snb21udOnXSiRMn5OTkpAwZMrDDh5cWdbDmwIEDOnjwoGxsbFShQgUVKFBAjx49kq+vr/r3768sWbJo6dKlmjRpklavXq3t27crffr01i4feGnRD1QOGDBAK1euVEREhLJkyaKUKVPKx8dHKVOmtEzv4eGhCxcuaNmyZdYqGQnELyMAvAbRg8ycOXPk7u6utm3bau3atcqSJYumTZsmZ2dnzZ07V0uWLJEktWrVSmazWdu2bSNw47WJWk/Xr18vSapdu7bc3d1lY2MjLy8vffHFF+ratascHBzUoEEDFStWTHfv3pWzszOXPuClRYWOVatW6fPPP9eMGTO0YMECffLJJ9q1a5ccHBxUo0YNeXl56dq1aypRooTmzZunuXPnErjx1osK3GPGjNH8+fO1YMECnT9/XrVq1dKmTZtUvXp1BQUFWaZ3dna2jGvA+dO3A2e6AeA1+uabb7R06VJ99tlncnR01Lhx4/TTTz/Jw8ND/v7+cnNz071793T16lVFRETo+PHjdCnHa7d//341btxYNWvW1OzZsyVJf/75p8aNG6fg4GANHDhQ1atXV5MmTXT9+nXt3r2bM9x4ZX/++aeaNm2qESNGqHPnzvr7779VtmxZ2dvby8fHR5999pkiIiJ0//597d+/X4UKFVK2bNmsXTaQKC5duiQ3Nzd16tRJDRs21B9//KHmzZurS5cu2rBhg1KnTq1NmzYpRYoUOnnypPLmzctglW8RQjcAvCabNm3Sl19+qZUrV6pMmTLas2ePPv74Yy1cuFCtW7eWJF2/fl2urq568uSJtmzZQuCGVdy9e1dz5szR8uXLVbJkSU2bNk2StHXrVk2aNEmPHz/W9evXFRISYjkwxLWESKiAgABdunRJklS6dGl9//33MpvNGjZsmK5du6YKFSqoevXqioiIkLe3tzZs2KAqVapYt2ggkcS1zVy1apXKli2r69evq2nTpho0aJC++uorDRw4UCNHjlSOHDl09OhRS1dztrtvD/biAOA1CQwMVIkSJVSmTBktX75cnTp10tSpU9W6dWvdu3dPN2/eVL58+bR8+XKlTp1aNjY2BG4YLq6zJGnSpFHfvn11/PhxLViwQJI0bdo0VatWTSaTSd99951SpUqlv//+mwNDeCnHjx9Xly5dlCpVKjk4OGjVqlWqX7++wsLCFBQUpCZNmqh27dqaMWOGdu/erYULF6patWratGmTatSoYe3ygVcWFZa3bNmiQoUKKXPmzGrcuLEkaeHChapQoYJcXV0lSS4uLmratKmyZcsmBweHWMvAm4+/FAC8JhEREfL399eSJUvUuXNnjR49Wl27dpX09PpZDw8PBQQEKG3atJZrYwkyMFpU4F66dKkWLlxoaV+3bp28vb1Vr149+fn5qUuXLpKkqlWraurUqdqxYweBGy/l2LFjqlixoipXrqwZM2ZoxYoVkqRSpUqpfPnyOnHihCIiItSnTx9JUurUqdWsWTP169dPWbNmtWbpQKIxm806deqUatasqZEjRyowMNDy2pUrV3TgwAE5ODgoPDxcGzZsUIkSJTR+/HjL7RjxduFXEgAS2fO6e1WoUEEzZ85U+/btNXz4cHXr1k2SFBISIm9vb6VNmzbGgEAcwYZRjhw5oqJFi0p6ur7euXNHEydOlIODgz744APdv39fbdq00aRJk9SqVSv98ssvmjdvnpo2bSofHx8VK1bMMi+BGwlx584dde3aVa6urjFudxR9u3n79m0dOHBA4eHhkqRly5bp4cOH+v7775U8eXKr1A0kNpPJpHz58mnZsmVq3bq17Ozs1KtXL2XLlk0tW7bUzp07lTNnTqVJk0aPHz/W8uXLJT0N61F3OMHbg19KAEhE0XcclyxZouvXrytZsmSqV6+ecufOrbZt2yogIEAnT57U7t27dffuXU2ZMkXXr1/XypUrZTKZGBQFhlqzZo38/PwsoTs0NFTp06fX7Nmz1b9/f/Xu3VvHjx/X1KlT1aFDB0lS+/bt9fDhQ506dSrGOs6BISSUv7+/bty4oSZNmsS5LpnNZtWoUUMNGzZU0aJFVbp0aZ04cUK7du0icOOt9uxve1hYmGxsbNS8eXPt3btXEyZMkMlkkoeHhypUqKApU6Zo8+bNSpYsmTw8PJQkSRJFREQQuN9SDKQGAInk2ftsTp48WWXKlNE///yj3Llzq2PHjurRo4emTp2qVatW6c8//1Tp0qXl7OysFStWKGnSpPygwnA//vijfHx8dOjQIQ0fPlynTp3S+PHj5ezsrBMnTqhv3766cuWKfvjhBzVs2NAyX0hIiBwcHGQymRi8By9tyZIlateuncLCwp67LoWEhGjbtm168uSJLly4oHr16ilv3rxWqhhIXKNGjVKhQoVUr149SdLKlSvVuXNnNW7cWHPmzFHPnj01bNgwpU6dOsZ87B+83TjTDQCJJCpwX7hwQdu3b5evr6/KlSunhw8fqn///lq0aJFSpkyp7t2766uvvtKZM2eUOXNmOTo6ymQycW0sDDVlyhT9+eef8vHx0a+//ipJGj9+vEwmkxwcHDRs2DAVKFBA48aNU+/evTV16lRFRESoSZMmkmQ5y2g2mwnceGkuLi5KkiSJVq1apSZNmsS5Ls2bN09r1qzRpk2brFAhkLiiH5APDQ3V4cOH5eHhocOHDysgIEDt27fXmDFj1LVrV9WtW1fNmzfXgwcPNG7cOKVNm9ayHAL3240z3QCQiEaOHKnNmzfLzs5Oy5Ytk6Ojo6SnI5e7ubnpxo0b+vPPP2PNx5lDGG3fvn0KDQ1VmjRpVLhwYQUFBalOnToKCgpS7ty55eTkpBEjRihz5sw6fvy4+vXrpxs3bmj8+PGqWrWqtcvHO+LatWsqWbKkPvroI/3888/KkSOHpJjBpG/fvkqaNKk8PT251AbvjCdPnihp0qS6e/euBgwYoNmzZ8tsNmvRokVq1aqVZT9gyZIllsEq2S94d/CXBIBE9OGHH2rfvn3at2+f/P39JT0N1OnTp9egQYO0c+dO/fXXX7Hm44cVRitbtqwqVaqkFClSKCQkRKlSpVLr1q3l4uKicuXK6fjx4xo0aJBu3LihggULytPTU1WrVlXlypWtXTreIVmzZtW0adO0ceNGDR48WMePH5f0tKdQSEiIBg4cqJUrV6pjx44Ebrwzxo8frwYNGujhw4dKkyaNPD091a9fP0lS5syZJT098BQREaEvvvhCu3btstzFBO8G9vIAIBE1btxYq1at0qNHjzRq1Cjdv38/xgBBuXPnlr29vZWrxPtq2bJlql69un7//XeFhYUpZ86cunz5snr16qWOHTvq9OnTGjx4sK5evapixYpp/Pjx7Pgh0TVs2FATJ07U0qVL1aRJE3Xs2FHdu3dXq1atNHv2bK1evVoffvihtcsEEk3JkiW1Y8cOffnllwoKClLatGnVv39/derUSXXq1NGWLVtka2trOdAU1RGZA/LvDv6SAJDIPv30Uy1fvlxLlizRV199pVWrVumvv/7SwIEDlSpVKhUpUsTaJeI91bBhQ+XKlUtjx47Vhg0bVLt2baVNm1bbt2/XV199paZNm2rnzp1asGCBJHb8YAwbGxt99dVX2r17twoXLqx//vlH//77rwoUKKBdu3apRIkS1i4ReGlRBymjtp9PnjxRlSpVdPToUa1evVoDBgxQUFCQ0qVLp9GjR6t9+/aqWbOm9u/fb9nW0svj3cM13QBgkHXr1qlVq1Z6+PChunbtqnv37mnBggXc9gOvxfPGCQgNDVX9+vV169YtDRgwQAsWLFDJkiX1448/SpKWL1+uJk2asH7itWBbiHfVwYMHVbJkSct4BX/88YcaNmyoyMhIy0jlKVKk0J07dzRr1iy5u7szmOo7jNANAAkQV5B50SBoW7ZsUePGjdWpUyd5enrK3t6enUwYLvo6uX//fgUGBurDDz9UhgwZ5OjoqMePH6t+/foymUzKli2bzpw5o99//11OTk6WZbCe4nWIPoDas/cxBt5WO3bsUJUqVTRx4kT17NlTq1evlqurqyZPnqyCBQuqVq1aql27tmbMmKFUqVJZ5uMuJu8u/qoAEE/Rg8zZs2dlY2Oj1KlTx7ilx7Nq1KihJUuWqGnTpoqMjNTIkSPl4ODwukrGeyj6Lb0GDhyoxYsXy8bGRhEREWrTpo3atm2rAgUK6LffflODBg20bNkyhYWFKSQkJEboJnDjdYgesgnceFfkypVLHh4eGjp0qA4dOqRVq1Zp3LhxateunaSnPeEqVqyovHnzatiwYZb5CNzvLs50A0A8RD8D891332n58uV6/PixQkNDNWTIEDVp0kSZMmV67vzr169XvXr11K9fP40ePfp1lY332MiRIzVp0iQtWrRIVatWVdeuXbVixQo1bdpUvXr1UqFChRQaGqrPPvtM/v7+OnLkCEEbABLoeb3dbt68qSlTpsjLy0u1a9fW8uXLJf2vF9G///6r/PnzE7TfE/yVASAeogL36NGjNWPGDM2bN0+Ojo76888/LbdZ6t+/f4wzhdF99tln+uOPPyz3pAWMdOnSJe3YscNyj+1169Zp2bJlql27ttatW6fIyEj16dNHBQsW1IYNG2Rra2s5G07wBoD4iR64ly5dqqtXryogIEAdO3ZU7ty55e7uLkny8vLStGnT1K1bN9na2ioyMlKFCxeWRJfy9wVnugEgnsLCwlSvXj1VqlRJgwcPtrTPnDlTPXv21NKlS9WoUSOuS8Rr9+yZlqCgIO3evVsfffSRTp06pcaNG2vgwIHq0aOHunXrJh8fH1WvXl0//vij8uTJE+cyAADx07dvXy1YsEAlSpTQuXPn9OTJE/Xq1UtdunSR2WzW2LFjNXnyZA0aNMhyf268X/h1BYB4iIyMVFhYmK5fv265z3ZYWJgkqXPnzmrRooV+/vlnRUREWLNMvKeiwvKmTZskSalSpVKFChWUOnVq+fj4qHLlyurSpYskKV26dMqZM6fSpUunXLlyxVoGACD+fvvtNy1dulRbtmzRH3/8oXPnzql58+ZatGiRlixZIicnJ3Xt2lXt2rXTpk2bxPnO9xO/sAAQh6j7bEaxsbFRypQp9dFHH2n69OkKCAhQsmTJ9OTJE0lSxowZ5ejoKFtbW85ywyoOHTqk2rVrq1u3bpIkR0dHSdL9+/cVFBSku3fvSpJOnjypAQMGaPLkybKxsYm1rgMA4u/27dtKly6dPvjgA0ugHjt2rD766CONGTNG4eHhypo1qwYPHqyNGzfKZDIRvN9DhG4AeEb0brarVq3SwoULtW7dOknS119/rWzZsqlZs2YKCAhQ0qRJFRERoYMHDypjxozWLBvvmWfDco4cOTRt2jStWbNGbm5ulvaCBQvq5MmTatasmYoXL65jx47p888/l8lkoks5ALykqG1wSEiI7t27JwcHByVJkkSPHj2SJH3//fe6deuW/vzzT0lPexlFBW4Ozr9/uGofAKKJPpBUv379tGTJEtnb2ytFihQqXLiwChUqpIEDB2r48OHKmzevSpQooXv37iksLEwbNmyQxL1m8XpEheVbt24pQ4YMSpMmjZo0aSJHR0f16tVLKVKk0KhRo9S7d28lSZJE169f15MnT+Tp6akkSZIwaBoAJMCzBymj/r9NmzYaMWKEWrdurZUrV1puCxoYGKgsWbLEuq0o+wfvJwZSA4A49O/fXzNnztSOHTtkb2+vL774QqNHj1aGDBlUpEgRhYSEaMaMGbp3756cnJzUq1cvJUmShFFIYbjoB3WmT5+ucePGacWKFSpUqJCSJk2qwMBAlS5dWpcvX1a3bt00ZcqUWMtgPQWA+Iu+3V2wYIGOHj2qLFmyqGDBgqpVq5Y2bNggV1dXlSxZUoMGDZLZbNaYMWMUGBio3bt306MIhG4AeNaSJUvUpk0brVu3TnXq1NHatWvVtGlTFSxYUI8ePVKZMmW0ePHiWPNx5hCv0/379yVJhQoVUu7cufXdd9+pVKlSqlu3rhwdHVW/fn2NGDFC1apV06JFi6xcLQC8naIHbg8PD02ZMkXlypXT3bt3df78eQ0cOFD9+vWTn5+funXrpoCAAKVMmVJZs2bVxo0bLZehsX/wfuMwNwA84+OPP1b+/Pk1fvx4Xb58WQMGDNCkSZNUs2ZNy3259+3bp7Jly8aYjx9UvC5TpkzRli1btHr1ah05ckRVq1ZVly5ddOXKFVWvXl1r165VZGSkwsPDtXnzZq7dBoCXFBW49+3bpyNHjmjDhg2qUKGCbty4oeXLl6tv375KmjSpvv76ax06dEjHjx+XnZ2dcubMKRsbG3oWQRJnugG8554XRq5fv646dero6NGjGjFihAYMGCBJOnDggFq3bi1vb28VK1bsdZcLSJLWrVunhg0bytfXV5988omCg4O1b98+PXz4UPXr17dMFxwcrOTJkzNoGgC8ggULFsjb21sPHjzQunXrLHeHCA4OlpeXlxYvXqxVq1Ypf/78MeZju4sorAUA3lvRfwzXrFmjUaNGafLkydq+fbuyZMmi9evXq3jx4lq1apWuX78uSRo+fLgyZcqkIkWKWLN0vEeePTYeERGhjz/+WPXq1dPmzZsVHh6uFClSqGrVqpbAHXW/+BQpUlhGy2XHDwD+m4+PjwICAmK0PXjwQCdPntShQ4d04sQJS3uKFClUuXJl3bhxw3LJT3RsdxGFNQHAeyvqx/Cbb75Rr169tHv3bm3dulWNGzfWvHnzlDVrVv32228KCQlR48aNVaVKFZ06dUqbN2/m/sZ4baK6Nt67d0/S08sYnJycVKpUKc2cOVMPHz6UFDOcP3upA6PlAsB/u3XrlqZNm6akSZNKkg4dOiRJcnNz04gRI5Q1a1aNHz9eBw8etMzj4uKitGnT6sGDB9YoGW8JQjeA95qPj4+WLFmi5cuX69dff1XdunUVFBRkCeRZs2bVpk2bdOvWLV27dk1Hjx5V0qRJFR4ezhFsvDZz585VjRo1tGzZMvn7+0uSvvvuO+XMmVM//fQTt6kDgFd07do1rVmzRn/99ZeePHmi0aNHq3z58po0aZIkqUWLFvr222915swZyy1F169fr6+++krJkydXtWrVrPwJ8Cbjqn4A77XTp0+rcuXK+uijj7Rq1Sr16dNHU6ZMkaurq4KCgnTp0iUVLlxYe/fuVbp06RgUBa/FsyPdOjs76+OPP1b37t1VpkwZFStWTAMGDFDFihV18eJFPXnyRMmSJSN8A8BLWLVqlVavXq1169Zp0aJFypAhg65cuaInT55ozZo1evTokb755ht16NBBNjY2Gj58uNq1a6fPPvtMhQoV0po1a2Rra8so5Xgu9hoBvJeiwom9vb2cnZ21Zs0atWvXTmPGjFGXLl0kSRs2bNC///6rbNmyKUOGDJKehiECN4wUGRlp2WmbOnWqgoOD1atXL3322Wdq3769/vzzT/388886ePCgUqZMaemh0b59ewI3ALyEBg0aqH79+nr06JFlkLQiRYooZcqUypMnj3799VclSZJE7u7uateunZIlS6ZRo0bJxcVFbdu2tfSAY/8Az0PfSADvhWevv44KJ5kyZdIvv/yi5s2ba8yYMeratask6eHDh5o9e7aCgoKUOnVqy3wcwYaRog/u16dPH7m5uWnRokWaMmWKgoODVbx4cX399dc6ffq06tatq8yZM0uSli9frjt37sQadA0A8GJms1m2trZKmjSptm/frr/++kuS1LBhQ1WsWFFNmjRR4cKFtWzZMk2YMEGS1KpVK/Xo0UO7du3SpEmT9M8//xC48UKsHQDeedGDzO+//67Hjx/LbDarWbNm+uKLL3Ty5En9+OOPSpUqlf755x/Z2tqqf//+CggI0O+//y5JdNvFaxG1nvbt21fLli3TX3/9pYULF8rb21tms1ndu3eXg4ODbG1t1adPH0lSlSpV9NVXX+n06dP66KOPrFk+ALx1ou7wcOXKFbVp00Z169aVg4ODChcurMuXL+vy5csaNWqUvv32W61cuVJBQUEaMmSIOnfuLAcHBw0dOlT29vYqVKiQkiVLZu2PgzcU9+kG8E6LHpb79Omj+fPnK3Xq1AoODlbmzJm1cOFCFSlSRG5ublq7dq3u3bunggULKkWKFNq4caOSJk3KNVp4rRYtWiRXV1fNmjVLHTt2VEhIiHr16qWjR4+qefPmluAdfb2sW7euXFxcNHnyZA4OAUA8RO0fRN9P2Lx5s7p3765SpUpp1KhR+uOPP3T48GFNmzZN58+fl4eHh5ycnDR16lTLme1ly5apXLlyypkzpzU/Dt5whG4A74UTJ06offv2mj59upydnRUWFqaWLVvq9u3b2rp1q7Jnz67Dhw8rJCREqVOnVr58+Rg0Da9V1I7fmjVr9PPPPytt2rRyd3dXhQoV9PjxY/Xs2VNHjx5VixYtLKPlRs1To0YNFSpUSF5eXoRuAPgP0XvABQQEKEmSJEqWLJlSpEihLVu2qHPnzqpataqyZs2qOXPm6O+//1bmzJl18+ZNZciQgf0DJBihG8A7b86cOVq6dKlSpUqlZcuWKWnSpDKZTIqIiFCJEiWUOXNmbdy4MdZ80X+UASMcPnxYFy9eVPr06VWxYkVL+9q1a+Xl5aVMmTLpu+++U6FChRQaGqqvv/5amzZt0ogRI9SyZUuZzWadOHFCJUqU0F9//aUSJUpY8dMAwJsv+pntkSNHat26dQoODlbSpEk1Y8YMFS9eXFu3blWnTp1Uvnx57du3TwsWLFCFChUsy2D/AAnF2gLgnfbw4UOdPHlSp0+f1sWLF5UsWTKZTCY9fvxYtra2+v7773XmzBldvHgx1rz8oMJIixcvVvv27TVnzhytW7dO0v8G/GvQoIE6duyo48ePy8fHRyEhIbKzs9PEiRPVtWtXNWvWTNLTaxELFiyoGzduELgBIB6iAvfgwYM1btw49ezZUzNmzFBwcLAaNmyoGzduqFq1apozZ4727dun8+fPa+/evTGWwf4BEoo1BsA75dlRylOmTKmePXuqU6dOOnHihL799ltJkr29fYz/0iUXr9OCBQvUuXNnffvtt5o/f75GjBgh6emOXFQHtLZt2+qLL77QhAkTFBgYKEmys7PTN998Y7kfbJS0adO+/g8BAG+JZzv2+vv7y9fXVwsWLFDz5s3l7++va9eu6dtvv1XmzJkVERGhqlWratasWWrUqJF69uxppcrxrqB7OYB3RvTuXkeOHNGDBw+ULVs2ubi46OHDhxo7dqzmz5+vBg0a6JtvvtH9+/fVp08fhYSEaPv27Ry5xmtx7NgxtWjRQr1799aXX35paY/e5TFqXY6MjFSGDBn0888/q3Xr1tYqGQDeapcuXVKOHDksz0+cOKGPP/5Yly9f1q5du9S0aVPLbUODg4M1depUdenSRU5OTpZ5uIYbr4I9TADvBLPZbAnNgwYNUpMmTdSpUydV+r/27j6m6vL/4/jrcOSeBMwbkLsR2PJuizItRKPaEqK/vGmkkEe86YjExIGYd9VKUhzZmhki4l0SpFlu2bTVH96cmSHMtRwjoXlTgDUklfvD4Xz/aJ550p+b/jzi0edj4w+v63M+533YZ3hen+u6PtekScrKytKlS5eUlZWl2bNnq7i4WKNHj9a6desUGBioQ4cOOQIO4Gp//vmnOjo6NHnyZKfRl2uB+/pr+ezZswoNDdWQIUP6pVYAcHenT59WdHS0ysrKHG0jRoxQfHy8li5dqunTp2vDhg0ym82SpD/++EM//PCDY0r5tb/TBG78fxC6ATwQrgWWDRs2aOvWrSotLVVdXZ1eeeUV7d69WxcuXNDgwYOVmZmpZcuWKTw8XMHBwaqsrJSvr6+6uroY6cY9UV1dratXr+rxxx93bFdzPYPBoNraWh07dkw+Pj6aPHmyXnrppX6qFgDcW1RUlPLy8rRw4ULt3LlTkmSz2RQeHq5t27Zp1qxZjllHHR0dWrJkiWNXCInlZ7g7uGUDwG1dPx3XbrfLbrfLYrEoLy9Pzz//vPbv36/KykqtXbtWEydOVFdXl4YOHeq4m11ZWalHH31UK1eudKztBlwtNjZW7e3t+v777/Xyyy/f9Avdzp071dLSopKSEm3atEmS2C8eAO5AQECAli9froCAAJlMJnl5eSk1NVUffvihGhoa9PPPPys1NVXR0dGyWCz6559/VF1d7ZgBxw153A1cRQDcVktLi6R/A3dfX5+sVqsuXryoyZMny2KxKC0tTevWrZPZbFZPT49KSkp09OhRhYSE6M0339TMmTO1ceNGrVu3rp8/CR4mTz/9tLy8vFRSUqLz58872q+NeF+5ckVnzpzR6NGjnV5H4AaA29Pb26u+vj4FBgZq1apVioyM1MyZM7V9+3YFBQWpoqJCr732mtrb29XQ0KD4+HjV1NTI09NTvb29BG7cNYx0A3BL27dv14IFC7R//34lJyfLw8ND3t7eGjFihKZNm6aWlhYVFxcrPT1d0r9B5uuvv5bRaFRCQoJCQ0OVkZEhLy8vTZ8+vZ8/DR4mjz32mIqLi2UymeTt7a3c3FzFxcXJYDCosbFR8+bN05UrV7Ro0aL+LhUA3M6PP/6o48ePa+XKlU7rsGfMmKHAwEBlZmYqIyNDdrtdc+bMUX5+/g0zjmw2G2u4cVdxNQFwO5s3b9Zbb72lZ555RrNnz9bOnTuVlJQkScrKylJ9fb0GDhyotLQ02e12tba2Kj09XT09PTKbzY51tGFhYcrNzWUEEffcjBkz1NbWpszMTB05ckRjxoxRX1+fLl++rL6+PlksFg0YMIAp5QBwG7q7u/Xll1/q+PHj8vT0dGwTOm3aNP322286cOCAQkNDFRwcrPnz52vAgAGOm/PX4+8u7ja2DAPgVkpLS2U2m/XNN99o/PjxWrFihfbu3avy8nIlJyc7/sMtKipSc3OzYmJiZLVaZbPZ9NNPP8nT05Mgg/vGqVOnVFZWprq6OkVERCguLk5ms1lGo5HtaQDgDjQ2NqqwsFAnTpxQamqqLBaL6urqtG/fPsXExEiS2tvbVVhYqPfff1/fffed48Y94CqEbgBuo7KyUq+//rrKy8uVmpoqSaqvr1dhYaH27Nmjzz//XCkpKerp6VFTU5P27Nkjm82m0NBQzZo1iyADt8GNIQC4c01NTSooKNCBAwd0+fJl/fLLLwoLC3P6DtDW1qaKigqZTCa+F8DluMIAuI2enh5JUnNzs9ra2hQQEKDY2FjH9LG0tDTt2rVLr776qqKiopSbm+v0etZo4X50/VP4ryFwA8CdCw0N1cqVK+Xh4SGLxaIvvvhCubm5Tst2AgICHFuFcUMersbVBcBtpKenq7OzU2azWVarVUuWLJHRaFRMTIzy8/Nlt9v1xhtvaNeuXWptbVVKSoqCg4MdW34QZHA/Yg9YALj7hg0bprfffltr1qzR3r17ZbPZlJ+fL6PReMNWYARuuBrTywG4nU8++UQ5OTkqLS3VnDlzHO3nz59XQUGBSkpKJEnPPfecDh48qEceeaS/SgUAAP2oublZBQUFqq6u1gsvvKAPPvigv0vCQ4jN5wC4nezsbC1btkwLFizQkSNHHO2RkZE6ffq0nn32WfX29qqrq0tlZWX9WCkAAOhPISEhWr58uWJiYvTXX3+J8Ub0B0a6Abilv//+W1lZWaqtrdXBgwc1fPhwpaSk6MyZMzp16pT8/Px4GBUAAJAkXbp0SUFBQfLw8LjpszQAV2KkG4BbGjJkiEwmk+x2uw4fPqzk5GTV19fr9OnT8vPzU3d3tyNwc28RAICH26BBg+Th4aG+vj4CN+45RroBuLUJEyaoqqpKo0aNUnV1tby9vXkKKQAAAO4bfCsF4Jbsdrt6e3sVEBCgqKgo/frrr5Ikq9UqT0/Pfq4OAAAA+BfTywG4JYPBIJvNpri4OIWFheno0aOSROAGAADAfYXQDcBt+fj4aMWKFXrxxRdVU1PT3+UAAAAAN2BNNwC319nZKV9f3/4uAwAAALgBoRvAA4MtQAAAAHC/YXo5gAcGgRsAAAD3G0I3AAAAAAAuQugGAAAAAMBFCN0AAAAAALgIoRsAAAAAABchdAMAAAAA4CKEbgAAAAAAXITQDQCAGzGZTDIYDDKbzTf0LVq0SAaDQSaT6d4XBgAAborQDQCAm4mIiFBFRYU6OzsdbV1dXSovL1dkZGQ/VgYAAP6L0A0AgJt56qmnFBERoX379jna9u3bp8jISMXFxTnauru7lZ2draFDh8rHx0cJCQmqqqq64XyJiYkyGAxOPx9//LHTMaWlpRo5cqR8fHz0xBNPaNOmTbd1nrNnz8pgMOjUqVN35XcAAIC7IHQDAOCGMjIytG3bNse/y8rKNGfOHKdjli5dqq+++ko7duxQTU2NYmNjNWXKFF26dOmG882fP19NTU1qampSeHi4U9/u3bu1evVqrVmzRrW1tSooKNCqVau0Y8cOp+PsdvstzwMAwMOI0A0AgBtKS0vTsWPHdO7cOZ07d04Wi0VpaWmO/vb2dn322Wdav369kpOTNWrUKG3ZskW+vr7aunWr07m6u7sVGBiokJAQhYSEyGg0OvW/8847Kioq0tSpUxUdHa2pU6cqJydHmzdvdjrOarXe8jwAADyMBvR3AQAA4PYNGTJEKSkp2r59u+x2u1JSUjR48GBHf0NDg6xWqyZOnOho8/T01Pjx41VbW+t0rpaWFg0cOPCm79Pe3q6GhgbNnTtX8+fPd7T39vYqMDDQ6dgrV67I39//lnXHx8fLaDQqKChI8fHxKioqYkQcAPBAI3QDAOCmMjIylJW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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Создание графика сравнения точности моделей\n", + "models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "accuracies = [\n", + " grid_search_knn.best_score_,\n", + " grid_search_dt.best_score_,\n", + " grid_search_rf.best_score_,\n", + " grid_search_catboost.best_score_,\n", + " grid_search_mlp.best_score_\n", + "]\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "plt.bar(models, accuracies)\n", + "plt.xlabel('Модель')\n", + "plt.ylabel('Точность')\n", + "plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "plt.xticks(rotation=45) # Поворот меток для лучшей читаемости\n", + "plt.tight_layout() # Правильное размещение элементов\n", + "plt.show()\n", + "\n", + "# import matplotlib.pyplot as plt\n", + "\n", + "# # Создание графика\n", + "# models = ['KNN', 'Дерево решений', 'Случайный лес', 'CatBoost', 'Нейронная сеть']\n", + "# accuracies = [accuracy_knn, accuracy_dt, accuracy_rf, accuracy_catboost, accuracy_mlp]\n", + "\n", + "# plt.figure(figsize=(10, 6))\n", + "# plt.bar(models, accuracies)\n", + "# plt.xlabel('Модель')\n", + "# plt.ylabel('Точность')\n", + "# plt.title('Сравнение точности моделей с лучшими параметрами')\n", + "# plt.xticks(rotation=45) # Поворот меток для лучшей читаемости\n", + "# plt.tight_layout() # Правильное размещение элементов\n", + "# plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0ce3ca68-f06f-45ec-a23f-75d7e4f2dfb1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/test2.ipynb b/test2.ipynb new file mode 100644 index 0000000..4dc9143 --- /dev/null +++ b/test2.ipynb @@ -0,0 +1,2998 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "74e95b6f-3419-4dde-947e-81283780b341", + "metadata": {}, + "source": [ + "# Лабораторная работа 1" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6671a5aa-f0db-4abd-89f8-cb185105353a", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c8396594-e4dc-4b28-8a9c-8e32bf169c41", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 NaN 204.890455 20791.318981 7.300212 368.516441 564.308654 \n", + "1 3.716080 129.422921 18630.057858 6.635246 NaN 592.885359 \n", + "2 8.099124 224.236259 19909.541732 9.275884 NaN 418.606213 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 363.266516 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 398.410813 \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 10.379783 86.990970 2.963135 0 \n", + "1 15.180013 56.329076 4.500656 0 \n", + "2 16.868637 66.420093 3.055934 0 \n", + "3 18.436524 100.341674 4.628771 0 \n", + "4 11.558279 31.997993 4.075075 0 " + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data = pd.read_csv('water_potability.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data\n", + "data.head() # С помощью метода head выводим первые 5 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6ad6f05e-a68e-46c0-b570-d43d5025d3f3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 NaN \n", + "3273 9.419510 175.762646 33155.578218 7.350233 NaN \n", + "3274 5.126763 230.603758 11983.869376 6.303357 NaN \n", + "3275 7.874671 195.102299 17404.177061 7.509306 NaN \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 NaN 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4d32d829-d22f-4841-b1f9-b17fc8243a2f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(3276, 10)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "15e25306-3adf-4105-9287-b20e1f2d13e1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "32760" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "7ff6ca24-ceda-4e88-9ad5-62acab824077", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 2785\n", + "Hardness 3276\n", + "Solids 3276\n", + "Chloramines 3276\n", + "Sulfate 2495\n", + "Conductivity 3276\n", + "Organic carbon 3276\n", + "Trihalomethanes 3114\n", + "Turbidity 3276\n", + "Potability 3276\n", + "dtype: int64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "fed012f7-499a-449b-bae9-0ed353fe0f45", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 3276 entries, 0 to 3275\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 ph 2785 non-null float64\n", + " 1 Hardness 3276 non-null float64\n", + " 2 Solids 3276 non-null float64\n", + " 3 Chloramines 3276 non-null float64\n", + " 4 Sulfate 2495 non-null float64\n", + " 5 Conductivity 3276 non-null float64\n", + " 6 Organic carbon 3276 non-null float64\n", + " 7 Trihalomethanes 3114 non-null float64\n", + " 8 Turbidity 3276 non-null float64\n", + " 9 Potability 3276 non-null int64 \n", + "dtypes: float64(9), int64(1)\n", + "memory usage: 256.1 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "71c60116-ccf6-47fa-a20f-fb941717cd33", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph float64\n", + "Hardness float64\n", + "Solids float64\n", + "Chloramines float64\n", + "Sulfate float64\n", + "Conductivity float64\n", + "Organic carbon float64\n", + "Trihalomethanes float64\n", + "Turbidity float64\n", + "Potability int64\n", + "dtype: object" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ed9d0216-3e60-4aac-a05b-ee2649c07d9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate Conductivity \\\n", + "0 True False False False False False \n", + "1 False False False False True False \n", + "2 False False False False True False \n", + "3 False False False False False False \n", + "4 False False False False False False \n", + "\n", + " Organic carbon Trihalomethanes Turbidity Potability \n", + "0 False False False False \n", + "1 False False False False \n", + "2 False False False False \n", + "3 False False False False \n", + "4 False False False False " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "markdown", + "id": "17eecd3a-51a0-4e69-add3-781cd51be836", + "metadata": {}, + "source": [ + "___\n", + "№2" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "42d0d6d1-e191-4483-9175-2adeed093b3d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 491\n", + "Hardness 0\n", + "Solids 0\n", + "Chloramines 0\n", + "Sulfate 781\n", + "Conductivity 0\n", + "Organic carbon 0\n", + "Trihalomethanes 162\n", + "Turbidity 0\n", + "Potability 0\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "b80fab70-d390-4118-9c21-cf0b22bd169e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "ph 0.149878\n", + "Hardness 0.000000\n", + "Solids 0.000000\n", + "Chloramines 0.000000\n", + "Sulfate 0.238400\n", + "Conductivity 0.000000\n", + "Organic carbon 0.000000\n", + "Trihalomethanes 0.049451\n", + "Turbidity 0.000000\n", + "Potability 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # часть которую составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "699915ac-adcf-4868-87aa-69ae89f95e01", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1434\n", + "4.4%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum()\n", + "print(proc)\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b9ff4f68-a533-42a4-bfc2-72c2bc6cd8c1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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count2785.0000003276.0000003276.0000003276.0000002495.0000003276.0000003276.0000003114.0000003276.0000003276.000000
mean7.080795196.36949622014.0925267.122277333.775777426.20511114.28497066.3962933.9667860.390110
std1.59432032.8797618768.5708281.58308541.41684080.8240643.30816216.1750080.7803820.487849
min0.00000047.432000320.9426110.352000129.000000181.4837542.2000000.7380001.4500000.000000
25%6.093092176.85053815666.6902976.127421307.699498365.73441412.06580155.8445363.4397110.000000
50%7.036752196.96762720927.8336077.130299333.073546421.88496814.21833866.6224853.9550280.000000
75%8.062066216.66745627332.7621278.114887359.950170481.79230416.55765277.3374734.5003201.000000
max14.000000323.12400061227.19600813.127000481.030642753.34262028.300000124.0000006.7390001.000000
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "count 2785.000000 3276.000000 3276.000000 3276.000000 2495.000000 \n", + "mean 7.080795 196.369496 22014.092526 7.122277 333.775777 \n", + "std 1.594320 32.879761 8768.570828 1.583085 41.416840 \n", + "min 0.000000 47.432000 320.942611 0.352000 129.000000 \n", + "25% 6.093092 176.850538 15666.690297 6.127421 307.699498 \n", + "50% 7.036752 196.967627 20927.833607 7.130299 333.073546 \n", + "75% 8.062066 216.667456 27332.762127 8.114887 359.950170 \n", + "max 14.000000 323.124000 61227.196008 13.127000 481.030642 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "count 3276.000000 3276.000000 3114.000000 3276.000000 3276.000000 \n", + "mean 426.205111 14.284970 66.396293 3.966786 0.390110 \n", + "std 80.824064 3.308162 16.175008 0.780382 0.487849 \n", + "min 181.483754 2.200000 0.738000 1.450000 0.000000 \n", + "25% 365.734414 12.065801 55.844536 3.439711 0.000000 \n", + "50% 421.884968 14.218338 66.622485 3.955028 0.000000 \n", + "75% 481.792304 16.557652 77.337473 4.500320 1.000000 \n", + "max 753.342620 28.300000 124.000000 6.739000 1.000000 " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "cb791d0b-449d-4dea-8db8-12dd126ba327", + "metadata": {}, + "source": [ + "Наверное откидывать треть значений не самая лучшая идея, поэтому подготовим ещё один датасет заплонив значаения.\n", + "\n", + "ph:\n", + "\n", + "Среднее (7.08) и медиана (7.04) очень близки. Но есть выбросы (минимум 0), лучше использовать медиану.\n", + "\n", + "Sulfate:\n", + "\n", + "Среднее (333.78) и медиана (333.07) тоже близки. Нет явных выбросов → можно заполнить средним.\n", + "\n", + "Trihalomethanes:\n", + "\n", + "Среднее (66.40) и медиана (66.62) похожи. Есть выбросы (min = 0.738, max = 124) → лучше взять медиану." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "06ca30b3-71c0-47ba-9ac4-8557a44305c4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phHardnessSolidsChloraminesSulfateConductivityOrganic carbonTrihalomethanesTurbidityPotability
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38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750
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" + ], + "text/plain": [ + " ph Hardness Solids Chloramines Sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "... ... ... ... ... ... \n", + "3271 4.668102 193.681735 47580.991603 7.166639 359.948574 \n", + "3272 7.808856 193.553212 17329.802160 8.061362 333.775777 \n", + "3273 9.419510 175.762646 33155.578218 7.350233 333.775777 \n", + "3274 5.126763 230.603758 11983.869376 6.303357 333.775777 \n", + "3275 7.874671 195.102299 17404.177061 7.509306 333.775777 \n", + "\n", + " Conductivity Organic carbon Trihalomethanes Turbidity Potability \n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "... ... ... ... ... ... \n", + "3271 526.424171 13.894419 66.687695 4.435821 1 \n", + "3272 392.449580 19.903225 66.622485 2.798243 1 \n", + "3273 432.044783 11.039070 69.845400 3.298875 1 \n", + "3274 402.883113 11.168946 77.488213 4.708658 1 \n", + "3275 327.459760 16.140368 78.698446 2.309149 1 \n", + "\n", + "[3276 rows x 10 columns]" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df2 = data.copy(deep=True) # Создадим копию исходного датафрейма, чтобы его не изменять\n", + "# Заполняем NaN значениями в зависимости от их распределения\n", + "df2['ph'] = df2['ph'].fillna(df2['ph'].median()) # Медиана устойчивее к выбросам\n", + "df2['Sulfate'] = df2['Sulfate'].fillna(df2['Sulfate'].mean()) # Среднее, так как нет сильных выбросов\n", + "df2['Trihalomethanes'] = df2['Trihalomethanes'].fillna(df2['Trihalomethanes'].median()) # Медиана, так как есть выбросы\n", + "df2" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "126bf027-765f-4d5c-8c1d-92f6f43edb58", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n" + ] + } + ], + "source": [ + "proc = df.isna().sum().sum()\n", + "print(proc)" + ] + }, + { + "cell_type": "markdown", + "id": "8763ef2c-f8e7-450c-abf4-215568922bc1", + "metadata": {}, + "source": [ + "___\n", + "# №3" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "570103c7-bf99-4794-b79f-cd4d299c1ae7", + "metadata": {}, + "outputs": [], + "source": [ + "import re" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "4e2deea1-6cf2-477e-97c3-4103cef357ad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "pandas.core.frame.DataFrame" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(df2)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "e1b48a2e-6d3d-4341-9a12-9a46bfe19725", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питью
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины сульфат \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "\n", + " проводимость органический углерод тригалометаны мутность \\\n", + "0 564.308654 10.379783 86.990970 2.963135 \n", + "1 592.885359 15.180013 56.329076 4.500656 \n", + "\n", + " пригодность к питью \n", + "0 0 \n", + "1 0 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3 = df2.copy(deep=True)\n", + "# Заготовим словарь с переводом колонок\n", + "column_translation = {\n", + " 'ph': 'водородный показатель',\n", + " 'hardness': 'жесткость',\n", + " 'solids': 'твердые частицы',\n", + " 'chloramines': 'хлорамины',\n", + " 'sulfate': 'сульфат',\n", + " 'conductivity': 'проводимость',\n", + " 'organic_carbon': 'органический углерод',\n", + " 'trihalomethanes': 'тригалометаны',\n", + " 'turbidity': 'мутность',\n", + " 'potability': 'пригодность к питью'\n", + "}\n", + "df3.columns = [\n", + " f\"{column_translation.get(col, col)}\" \n", + " for col in df3.columns\n", + "]\n", + "df3.head(2)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8a8424b1-7ba5-49a8-957e-40b48b055ff6", + "metadata": {}, + "outputs": [], + "source": [ + "# Создаем новый признак: \"Чрезвычайно высокий уровень органического углерода\" (>25)\n", + "df3['высокий уровень органического углерода'] = (df3['органический углерод'] > 25).astype(int)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "de8c1373-78e7-49c8-8401-a2fcf71d4fef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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207514.000000235.67745824008.9920405.635029381.097711460.74526713.45253872.8594683.17099400
286813.541240187.60679213475.9127736.756055333.775777411.26446515.14266774.4485593.52919100
289513.349889152.77645518464.9007756.717973334.864070450.84636917.19256485.8835232.53107500
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" + ], + "text/plain": [ + " водородный показатель жесткость твердые частицы хлорамины \\\n", + "263 13.175402 47.432000 19237.949676 8.907020 \n", + "2075 14.000000 235.677458 24008.992040 5.635029 \n", + "2868 13.541240 187.606792 13475.912773 6.756055 \n", + "2895 13.349889 152.776455 18464.900775 6.717973 \n", + "\n", + " сульфат проводимость органический углерод тригалометаны мутность \\\n", + "263 375.147315 500.245952 12.083896 66.622485 4.106924 \n", + "2075 381.097711 460.745267 13.452538 72.859468 3.170994 \n", + "2868 333.775777 411.264465 15.142667 74.448559 3.529191 \n", + "2895 334.864070 450.846369 17.192564 85.883523 2.531075 \n", + "\n", + " пригодность к питью высокий уровень органического углерода \n", + "263 1 0 \n", + "2075 0 0 \n", + "2868 0 0 \n", + "2895 0 0 " + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df3[(df3['водородный показатель'] >= 13)].head()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "c749d71b-1f53-4e6a-8f7b-803eef90dbc6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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водородный показательжесткостьтвердые частицыхлораминысульфатпроводимостьорганический углеродтригалометанымутностьпригодность к питьювысокий уровень органического углерода
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" + ], + "text/plain": [ + "Empty DataFrame\n", + "Columns: [водородный показатель, жесткость, твердые частицы, хлорамины, сульфат, проводимость, органический углерод, тригалометаны, мутность, пригодность к питью, высокий уровень органического углерода]\n", + "Index: []" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Удаляем явные выбросы в pH\n", + "df3 = df3[(df3['водородный показатель'] > 0) & (df3['водородный показатель'] <= 13)]\n", + "df3[(df3['водородный показатель'] >= 13) | (df3['водородный показатель'] == 0)].head()" + ] + }, + { + "cell_type": "markdown", + "id": "126a6de3-c893-4211-b496-9f0a0798b413", + "metadata": {}, + "source": [ + "___\n", + "# №4" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "4913b66c-953f-45bb-8ac3-97ab96a729a0", + "metadata": {}, + "outputs": [], + "source": [ + "# !pip install scikit-learn" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "cbe19125-f052-4188-9c0a-120a100cc280", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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phhardnesssolidschloraminessulfateconductivityorganic_carbontrihalomethanesturbiditypotabilityturbidity_levelturbidity_level_encoded
07.036752204.89045520791.3189817.300212368.516441564.30865410.37978386.9909702.9631350low1
13.716080129.42292118630.0578586.635246333.775777592.88535915.18001356.3290764.5006560high0
28.099124224.23625919909.5417329.275884333.775777418.60621316.86863766.4200933.0559340low1
38.316766214.37339422018.4174418.059332356.886136363.26651618.436524100.3416744.6287710high0
49.092223181.10150917978.9863396.546600310.135738398.41081311.55827931.9979934.0750750high0
55.584087188.31332428748.6877397.544869326.678363280.4679168.39973554.9178622.5597080low1
610.223862248.07173528749.7165447.513408393.663396283.65163413.78969584.6035562.6729890low1
78.635849203.36152313672.0917644.563009303.309771474.60764512.36381762.7983094.4014250high0
87.036752118.98857914285.5838547.804174268.646941389.37556612.70604953.9288463.5950170low1
911.180284227.23146925484.5084919.077200404.041635563.88548117.92780671.9766014.3705620high0
107.360640165.52079732452.6144097.550701326.624353425.38341915.58681078.7400163.6622920low1
117.974522218.69330018767.6566828.110385333.775777364.09823014.52574676.4859114.0117180high0
127.119824156.70499318730.8136533.606036282.344050347.71502715.92953679.5007783.4457560low1
137.036752150.17492327331.3619626.838223299.415781379.76183519.37080776.5099964.4139740high0
147.496232205.34498228388.0048875.072558333.775777444.64535213.22831170.3002134.7773820high0
156.347272186.73288141065.2347659.629596364.487687516.74328211.53978175.0716174.3763480high0
167.051786211.04940630980.60078710.094796333.775777315.14126720.39702256.6516044.2684290high0
179.181560273.81380724041.3262806.904990398.350517477.97464213.38734171.4573624.5036610high0
188.975464279.35716719460.3981316.204321333.775777431.44399012.88875963.8212372.4360860low1
197.371050214.49661025630.3200374.432669335.754439469.91455112.50916462.7972772.5602990low1
207.036752227.43504822305.56741410.333918333.775777554.82008616.33169345.3828154.1334230high0
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" + ], + "text/plain": [ + " ph hardness solids chloramines sulfate \\\n", + "0 7.036752 204.890455 20791.318981 7.300212 368.516441 \n", + "1 3.716080 129.422921 18630.057858 6.635246 333.775777 \n", + "2 8.099124 224.236259 19909.541732 9.275884 333.775777 \n", + "3 8.316766 214.373394 22018.417441 8.059332 356.886136 \n", + "4 9.092223 181.101509 17978.986339 6.546600 310.135738 \n", + "5 5.584087 188.313324 28748.687739 7.544869 326.678363 \n", + "6 10.223862 248.071735 28749.716544 7.513408 393.663396 \n", + "7 8.635849 203.361523 13672.091764 4.563009 303.309771 \n", + "8 7.036752 118.988579 14285.583854 7.804174 268.646941 \n", + "9 11.180284 227.231469 25484.508491 9.077200 404.041635 \n", + "10 7.360640 165.520797 32452.614409 7.550701 326.624353 \n", + "11 7.974522 218.693300 18767.656682 8.110385 333.775777 \n", + "12 7.119824 156.704993 18730.813653 3.606036 282.344050 \n", + "13 7.036752 150.174923 27331.361962 6.838223 299.415781 \n", + "14 7.496232 205.344982 28388.004887 5.072558 333.775777 \n", + "15 6.347272 186.732881 41065.234765 9.629596 364.487687 \n", + "16 7.051786 211.049406 30980.600787 10.094796 333.775777 \n", + "17 9.181560 273.813807 24041.326280 6.904990 398.350517 \n", + "18 8.975464 279.357167 19460.398131 6.204321 333.775777 \n", + "19 7.371050 214.496610 25630.320037 4.432669 335.754439 \n", + "20 7.036752 227.435048 22305.567414 10.333918 333.775777 \n", + "\n", + " conductivity organic_carbon trihalomethanes turbidity potability \\\n", + "0 564.308654 10.379783 86.990970 2.963135 0 \n", + "1 592.885359 15.180013 56.329076 4.500656 0 \n", + "2 418.606213 16.868637 66.420093 3.055934 0 \n", + "3 363.266516 18.436524 100.341674 4.628771 0 \n", + "4 398.410813 11.558279 31.997993 4.075075 0 \n", + "5 280.467916 8.399735 54.917862 2.559708 0 \n", + "6 283.651634 13.789695 84.603556 2.672989 0 \n", + "7 474.607645 12.363817 62.798309 4.401425 0 \n", + "8 389.375566 12.706049 53.928846 3.595017 0 \n", + "9 563.885481 17.927806 71.976601 4.370562 0 \n", + "10 425.383419 15.586810 78.740016 3.662292 0 \n", + "11 364.098230 14.525746 76.485911 4.011718 0 \n", + "12 347.715027 15.929536 79.500778 3.445756 0 \n", + "13 379.761835 19.370807 76.509996 4.413974 0 \n", + "14 444.645352 13.228311 70.300213 4.777382 0 \n", + "15 516.743282 11.539781 75.071617 4.376348 0 \n", + "16 315.141267 20.397022 56.651604 4.268429 0 \n", + "17 477.974642 13.387341 71.457362 4.503661 0 \n", + "18 431.443990 12.888759 63.821237 2.436086 0 \n", + "19 469.914551 12.509164 62.797277 2.560299 0 \n", + "20 554.820086 16.331693 45.382815 4.133423 0 \n", + "\n", + " turbidity_level turbidity_level_encoded \n", + "0 low 1 \n", + "1 high 0 \n", + "2 low 1 \n", + "3 high 0 \n", + "4 high 0 \n", + "5 low 1 \n", + "6 low 1 \n", + "7 high 0 \n", + "8 low 1 \n", + "9 high 0 \n", + "10 low 1 \n", + "11 high 0 \n", + "12 low 1 \n", + "13 high 0 \n", + "14 high 0 \n", + "15 high 0 \n", + "16 high 0 \n", + "17 high 0 \n", + "18 low 1 \n", + "19 low 1 \n", + "20 high 0 " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from sklearn.preprocessing import LabelEncoder, OneHotEncoder\n", + "\n", + "# Копируем датасет\n", + "df4 = df2.copy(deep=True)\n", + "\n", + "## One-Hot Encoding для 'Turbidity' (низкая/высокая)\n", + "df4['turbidity_level'] = df4['turbidity'].apply(lambda x: 'low' if x < 4 else 'high')\n", + "\n", + "ohe = OneHotEncoder(sparse_output=False, drop='first') # drop='first' → избежим дублирования информации\n", + "turbidity_encoded = ohe.fit_transform(df4[['turbidity_level']])\n", + "\n", + "# Добавляем закодированные столбцы в датафрейм\n", + "df4[['turbidity_level_encoded']] = turbidity_encoded.astype(int)\n", + "#df4.drop(columns=['turbidity_level'], inplace=True)\n", + "\n", + "# Проверяем изменения\n", + "df4.head(21)" + ] + }, + { + "cell_type": "markdown", + "id": "19286783-4b81-4de1-bc9d-c5307aaf5eb2", + "metadata": {}, + "source": [ + "___\n", + "# №5" + ] + }, + { + "cell_type": "markdown", + "id": "eeb8af78-2c86-4699-ae77-3cecaf302e8b", + "metadata": {}, + "source": [ + "## Гистограммы распределения\n", + "Гистограммы показывают распределение значений числовых признаков." + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "ca7b6281-6b12-49c8-ad0e-b8f24d76e543", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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U9vtc3KpVqyCRSCCVSvHVV1+hfv36mD9/Ps6cOaNTLzg4GE5OTsjMzMRPP/2ktx2lUolt27YBAJ5++ulyxW9nZ4chQ4YAeNRdkIiIqLZhQoqIiOi/HnvsMdjY2ODixYs4fPiwTtnPP/9sdNawZ555Bo8//jju3LmDf/3rX9qxj4rk5eXhl19+qfZ4X331VZ0xfVQqFSIjI/Hw4UN06tRJpzvY5MmTERAQgO3bt2P27Nm4f/++3vZSUlLw+eef6y1ftGgRHjx4gLCwMO04OOVR2ed88OABJk6ciMLCQowYMaLM7ndFXn/9dbi6uuKjjz7Chx9+iPz8fL06iYmJ1T5zXXZ2NhYtWgQfHx8sXLiwzPpeXl6YNm0aHj58iMGDB+PixYt6dVQqFX766SeT3nWnVCoxZcoU7WDyAHDnzh28+uqrAICXX34Z9vb2eusdPHgQe/bswYABAwwO4l7SuXPn9L4jwKPB3rds2QIAaN26dWWboVXZ73NxxbsN+vn54T//+Q/UajVGjRqlk3y2t7dHZGQkgEffy6Jx5YBHd8/NmDEDKSkpCAwMLPfdgvn5+di1axeAR3eHERER1TbsskdERPRfHh4eiIqKwieffII+ffrgqaeegq+vLxISEvDHH39g3rx5eOedd/TWk0ql2LVrF8LDw/HLL7/A398f3bt3h7u7O5KTk3H+/Hm4urqW2s2uokJCQqDRaNCiRQv07t0bDg4OOH78OO7cuQNPT0989dVXOvUdHR2xZ88eDBo0CMuXL8e6devQvn17NGrUCLm5ufjrr78QHx8PT09PTJo0CcCjcXnefvttHDp0CMCjRJGhLm3p6ekAgNdeew3BwcGYM2dOpZ/znXfewYcffoisrCy0bt0ay5cvL/dr0qhRI/z4448YNmwYXnvtNSxfvhxt27aFj48PsrOzER8fj+vXr6Nz584YPXp0hV9zY7KysgAAa9euhbOzc7nWWbZsGe7evYstW7agY8eO6NChA5o0aQJbW1vcvn0b586dw8OHD/HLL7+YbBypsWPHYvfu3WjSpAmeeuop5OXl4bfffsPDhw8REhJiNNl2+/Zt2Nvb49NPPy3X82zcuBGrV69Gx44d0ahRI9jY2OCvv/7ChQsXADya1W/gwIFVbk9lv8+l+de//oXx48djw4YNmD59Or788ktt2cKFCxEbG4uDBw+iVatWePrpp1GvXj3ExMQgKSkJ7u7u2L59u9GxoIp/t7KyshATE4O0tDTUq1cPr7zySqVeAyIiIkvGhBQREVExH3/8Mdq3b4/Vq1fj7NmzOHfuHNq1a4dt27ZhxIgRRk9gAwICEBsbi9WrV2PHjh2IiYlBfn4+vL290bNnz1Knea8MOzs77NmzBwsXLsSOHTuQnJyM+vXrY9y4cVi0aJHBmcDatGmDCxcuYO3atdi1axcuXLiAmJgYeHh4oFGjRnjttde0XYSARwOZFyWjAODEiRM4ceKE0Zi+//57pKenaxNSlXnO+Ph4NG/eHM8//zymTp0KJyenCr0uPXr0wOXLl/HZZ59hz549OHPmDFQqFTw9PeHv74/Ro0dj2LBhFdpmefTs2ROjRo0qd31bW1ts3rwZo0ePxhdffIFTp07h0qVLcHR0hI+PDwYPHoxnnnkGPXr0qPZYjQkMDERsbCz+/e9/47fffsO9e/fg7++PF198EbNnzy61K94bb7xR7rvnBg0ahLt37yI2NhZxcXFQqVRwc3ND37598cILL2Ds2LHVNmh4Zb/Ppfn0009x7NgxrF+/Hv3799fe8SSXy7Fv3z58/vnn+Oqrr3Ds2DGoVCr4+flh2rRpmD17ttHxowDozTjYqFEjTJgwAbNnz9abEZKIiKg2kIjSpkshIiIii3L48GE8/fTT6Nmzp143pOq2ceNGjB8/HocOHdIZj8qYxo0bo3HjxjUeF1WvBQsWYOHChZg/fz4WLFhg7nCIiIiojuAYUkREREREREREZFLsskdEREQGde/eHRs2bCj3GEYffPBBhbvYEREREVHdxIQUERERGdSsWTM0a9as3PXLO3sYERERERHHkCIiIiIiIiIiIpPiGFJERERERERERGRSTEgREREREREREZFJMSFFREREREREREQmxYQUERERERERERGZFBNSRERERERERERkUkxIERERERERERGRSTEhRUREREREREREJsWEFBERERERERERmRQTUkREREREREREZFJMSBERERERERERkUkxIUVERERERERERCbFhBQREREREREREZkUE1JERERERERERGRSTEgR1RCJRIKoqChzh0FERMUsWLAAEokE6enpZnn+w4cPQyKR4PDhw2Z5fiIish5Fx6ziGjdujHHjxpW57saNGyGRSPD333/XTHBE1YAJKSIiIiIiIiIiMilbcwdARERERERERGVLSEiAVMr7Sqh24CeZiIiIqJoIIaBUKs0dBhER1VJyuRwymczcYRBVCyakiCqoqC/3lStXMHz4cDg7O8Pd3R0zZsxAXl6eXv0ffvgBbdu2hVwuR5s2bbBv3z4zRE1ERMVlZWVh3LhxcHV1hYuLC8aPH4/c3Fxt+YYNG9C7d294enpCLpejdevWWLNmjd52GjdujEGDBuHXX39FcHAwFAoF/vOf/wAAbt++jeeeew6Ojo7w9PTEK6+8ApVKpbeNXr16oW3btoiLi8PTTz8NBwcHNGzYEMuXL9erq1KpMH/+fDRr1gxyuRx+fn5444039LYbHR2N7t27w9XVFU5OTmjRogXefPNNnTorV65EmzZt4ODggPr16yM4OBhbtmyp1OtJRET/c//+fcycORONGzeGXC6Hp6cn+vbtiz/++ENbZ/v27QgKCoJCoYCHhwdGjx6N5OTkMrdtaAypy5cvo3fv3lAoFGjUqBHeeecdaDQavXVjY2MRHh4ODw8PKBQKBAYGYsKECVVuL1FlscseUSUNHz4cjRs3xtKlS3Hy5El8+umnuHfvHr766ittnePHj2Pnzp2YOnUq6tWrh08//RTDhg1DUlIS3N3dzRg9EVHdNnz4cAQGBmLp0qX4448/8MUXX8DT0xPvvfceAGDNmjVo06YNnnnmGdja2uLnn3/G1KlTodFoEBkZqbOthIQEvPDCC3jppZcwadIktGjRAkqlEn369EFSUhKmT58OX19ffP311/jtt98MxnPv3j3069cPQ4cOxfDhw7Fjxw7Mnj0b7dq1Q//+/QEAGo0GzzzzDI4fP47JkyejVatWuHjxIj7++GP89ddf+OGHHwA8OjEZNGgQ2rdvj0WLFkEul+PatWs4ceKE9vk+//xzTJ8+Hc8//7z2gsqFCxdw6tQpvPjiizXwihMR1R0vv/wyduzYgaioKLRu3RoZGRk4fvw44uPj8cQTT2Djxo0YP348nnzySSxduhSpqan45JNPcOLECfz5559wdXUt93OlpKTg6aefRkFBAebMmQNHR0esW7cOCoVCp15aWhrCwsLQoEEDzJkzB66urvj777+xc+fOam49UQUIIqqQ+fPnCwDimWee0Vk+depUAUCcP39eCCEEAGFnZyeuXbumrXP+/HkBQKxcudKkMRMR0SNF+/AJEyboLB8yZIhwd3fXPs7NzdVbNzw8XDRp0kRnWUBAgAAg9u3bp7N8xYoVAoD47rvvtMsePnwomjVrJgCIQ4cOaZf37NlTABBfffWVdplKpRLe3t5i2LBh2mVff/21kEql4tixYzrPtXbtWgFAnDhxQgghxMcffywAiH/++cfo6/Dss8+KNm3aGC0nIqLKc3FxEZGRkQbL8vPzhaenp2jbtq1QKpXa5bt37xYAxNtvv61dVnTMKi4gIEBERERoH8+cOVMAEKdOndIuS0tLEy4uLgKASExMFEIIsWvXLgFAnDlzphpaSFQ92GWPqJJKXiGfNm0aAGDv3r3aZaGhoWjatKn2cfv27eHs7IwbN26YJkgiIjLo5Zdf1nn81FNPISMjAzk5OQCgc2U5Ozsb6enp6NmzJ27cuIHs7GyddQMDAxEeHq6zbO/evfDx8cHzzz+vXebg4IDJkycbjMfJyQmjR4/WPrazs0OnTp10jhfbt29Hq1at0LJlS6Snp2v/evfuDQA4dOgQAGivrP/4448Gu2wU1bl9+zbOnDljsJyIiCrP1dUVp06dwp07d/TKYmNjkZaWhqlTp8Le3l67fODAgWjZsiX27NlToefau3cvunTpgk6dOmmXNWjQAKNGjdKLCQB2794NtVpdoecgqilMSBFVUvPmzXUeN23aFFKpFH///bd2mb+/v9569evXx71792o6PCIiKkXJ/XP9+vUBQLt/PnHiBEJDQ+Ho6AhXV1c0aNBAOwaToYRUSTdv3kSzZs0gkUh0lrdo0cJgPI0aNdKrW/J4cfXqVVy+fBkNGjTQ+XvssccAPOqOAQAjRoxAt27d8H//93/w8vLCyJEj8d133+kkp2bPng0nJyd06tQJzZs3R2RkpE6XPiIiqrzly5fj0qVL8PPzQ6dOnbBgwQLtBYabN28CMHw8aNmypba8vG7evKl3XmJo+z179sSwYcOwcOFCeHh44Nlnn8WGDRsMjm1IZCpMSBFVk5InEgBgY2NjsK4QoqbDISKiUpS2f75+/Tr69OmD9PR0fPTRR9izZw+io6PxyiuvAIDeXUclx+mo7niKaDQatGvXDtHR0Qb/pk6dqo3n6NGjOHDgAMaMGYMLFy5gxIgR6Nu3LwoLCwEArVq1QkJCArZt24bu3bvj+++/R/fu3TF//vwqt4WIqK4bPnw4bty4gZUrV8LX1xfvv/8+2rRpg19++cVsMUkkEuzYsQMxMTGIiopCcnIyJkyYgKCgIDx48MBscVHdxoQUUSVdvXpV5/G1a9eg0WjQuHFj8wRERETV4ueff4ZKpcJPP/2El156CQMGDEBoaGiFEk8BAQG4fv263gWIhISESsfVtGlTZGZmok+fPggNDdX7K341XCqVok+fPvjoo48QFxeHJUuW4LffftN26wMAR0dHjBgxAhs2bEBSUhIGDhyIJUuWGJwxloiIKsbHxwdTp07FDz/8gMTERLi7u2PJkiUICAgAYPh4kJCQoC0vr4CAAL3zEmPbB4AuXbpgyZIliI2NxebNm3H58mVs27atQs9JVF2YkCKqpFWrVuk8XrlyJQBoZ0MiIiLrVHS3UvFkUnZ2NjZs2FDubQwYMAB37tzBjh07tMtyc3Oxbt26Ssc1fPhwJCcn4/PPP9crUyqVePjwIQAgMzNTr7xjx44AoO2akZGRoVNuZ2eH1q1bQwjBsUWIiKqgsLBQr2u3p6cnfH19oVKpEBwcDE9PT6xdu1anu9wvv/yC+Ph4DBw4sELPN2DAAJw8eRKnT5/WLvvnn3+wefNmnXr37t3Tu0hS8thAZGq25g6AyFolJibimWeeQb9+/RATE4NvvvkGL774Ijp06GDu0IiIqArCwsJgZ2eHwYMH46WXXsKDBw/w+eefw9PTE3fv3i3XNiZNmoTPPvsMY8eOxdmzZ+Hj44Ovv/4aDg4OlY5rzJgx+O677/Dyyy/j0KFD6NatGwoLC3HlyhV89913+PXXXxEcHIxFixbh6NGjGDhwIAICApCWlobVq1ejUaNG6N69u7aN3t7e6NatG7y8vBAfH4/PPvsMAwcORL169SodIxFRXXf//n00atQIzz//PDp06AAnJyccOHAAZ86cwYcffgiZTIb33nsP48ePR8+ePfHCCy8gNTUVn3zyCRo3bqztHl5eb7zxBr7++mv069cPM2bMgKOjI9atW4eAgABcuHBBW2/Tpk1YvXo1hgwZgqZNm+L+/fv4/PPP4ezsjAEDBlT3y0BULkxIEVXSt99+i7fffhtz5syBra0toqKi8P7775s7LCIiqqIWLVpgx44dmDdvHl577TV4e3tjypQpaNCgASZMmFCubTg4OODgwYOYNm0aVq5cCQcHB4waNQr9+/dHv379KhWXVCrFDz/8gI8//hhfffUVdu3aBQcHBzRp0gQzZszQDm7+zDPP4O+//8b69euRnp4ODw8P9OzZEwsXLoSLiwsA4KWXXsLmzZvx0Ucf4cGDB2jUqBGmT5+OefPmVSo2IiJ6xMHBAVOnTsX+/fuxc+dOaDQaNGvWDKtXr8aUKVMAAOPGjYODgwOWLVuG2bNnw9HREUOGDMF7772nnQ2vvHx8fHDo0CFMmzYNy5Ytg7u7O15++WX4+vpi4sSJ2no9e/bE6dOnsW3bNqSmpsLFxQWdOnXC5s2bDU7OQWQKEsHRlYkqZMGCBVi4cCH++ecfeHh4mDscIiIiIiIiIqvDMaSIiIiIiIiIiMikmJAiIiIiIiIiIiKTYkKKiIiIiIiIiIhMimNIERERERERERGRSfEOKSIiIiIiIiIiMikmpIiIiIiIiIiIyKRszR1AZWg0Gty5cwf16tWDRCIxdzhERFZDCIH79+/D19cXUmntvybB4wURUeXweEFEROVV2WOGVSak7ty5Az8/P3OHQURktW7duoVGjRqZO4wax+MFEVHV8HhBRETlVdFjhlUmpOrVqwfgUWOdnZ0rtK5arcb+/fsRFhYGmUxWE+FVK8Zbc6wpVoDx1iRrihWoWrw5OTnw8/PT7kdru6ocL4qzts9IRdXm9tXmtgG1u321uW2A5bePx4vysfT3sbzYDstTW9rCdliWmmpHZY8ZVpmQKrqN1tnZuVIJKQcHBzg7O1vFB4nx1hxrihVgvDXJmmIFqifeutIdoSrHi+Ks7TNSUbW5fbW5bUDtbl9tbhtgPe2r6ePF0qVLsXPnTly5cgUKhQJdu3bFe++9hxYtWmjr9OrVC0eOHNFZ76WXXsLatWu1j5OSkjBlyhQcOnQITk5OiIiIwNKlS2FrW77TncoeL6zlfSwL22F5aktb2A7LUtPtqOgxwyoTUkREREREZP2OHDmCyMhIPPnkkygoKMCbb76JsLAwxMXFwdHRUVtv0qRJWLRokfaxg4OD9v+FhYUYOHAgvL298fvvv+Pu3bsYO3YsZDIZ3n33XZO2h4iIyo8JKSIiIiIiMot9+/bpPN64cSM8PT1x9uxZ9OjRQ7vcwcEB3t7eBrexf/9+xMXF4cCBA/Dy8kLHjh2xePFizJ49GwsWLICdnV2NtoGIiCqHCSkiIiIiIrII2dnZAAA3Nzed5Zs3b8Y333wDb29vDB48GG+99Zb2LqmYmBi0a9cOXl5e2vrh4eGYMmUKLl++jMcff1zveVQqFVQqlfZxTk4OgEfdWdRqdbnjLapbkXUsEdtheWpLW9gOy1JT7ajs9piQIiIiIiIis9NoNJg5cya6deuGtm3bape/+OKLCAgIgK+vLy5cuIDZs2cjISEBO3fuBACkpKToJKMAaB+npKQYfK6lS5di4cKFesv379+v0x2wvKKjoyu8jiViOyxPbWkL22FZqrsdubm5lVqPCSkiIiIiIjK7yMhIXLp0CcePH9dZPnnyZO3/27VrBx8fH/Tp0wfXr19H06ZNK/Vcc+fOxaxZs7SPi2aICgsLq/Cg5tHR0ejbt6/VD3TMdliW2tIWtsOy1FQ7iu4yrSgmpIhqQFJSEtLT042We3h4wN/f34QRERFRbXT79m0AwPnz5yGVSnXKeKwhaxIVFYXdu3fj6NGjaNSoUal1O3fuDAC4du0amjZtCm9vb5w+fVqnTmpqKgAYHXdKLpdDLpfrLZfJZJU6SavsepbGktpR2u/psvZvltSOqqotbWE7LEt1t6Oy22JCiqiaJSUloUXLVshTGr9t0V7hgIQr8TxRICKiSktKSkJQ8JPYsP5L9OjRA0qlUqecxxqyBkIITJs2Dbt27cLhw4cRGBhY5jrnzp0DAPj4+AAAQkJCsGTJEqSlpcHT0xPAo+4ozs7OaN26dY3FTjWnrN/T3L8R1Q5MSBFVs/T0dOQpc+E+6FXI3P30ytUZt5Cx+0Okp6fzIEpERJVWdLwBAK8XlyGvQGjLeKwhaxEZGYktW7bgxx9/RL169bRjPrm4uEChUOD69evYsmULBgwYAHd3d1y4cAGvvPIKevTogfbt2wMAwsLC0Lp1a4wZMwbLly9HSkoK5s2bh8jISIN3QZHlK+33NPdvRLWHtOwqRFQZMnc/yL2b6f0ZSlIR1TZr1qxB+/bt4ezsDGdnZ4SEhOCXX37Rlufl5SEyMhLu7u5wcnLCsGHDtN0riiQlJWHgwIFwcHCAp6cnXn/9dRQUFJi6KURWwc6rCY81ZJXWrFmD7Oxs9OrVCz4+Ptq/b7/9FgBgZ2eHAwcOICwsDC1btsSrr76KYcOG4eeff9Zuw8bGBrt374aNjQ1CQkIwevRojB07FosWLTJXs6iaGPo9zf0bUe3BO6SIiKjaNWrUCMuWLUPz5s0hhMCmTZvw7LPP4s8//0SbNm3wyiuvYM+ePdi+fTtcXFwQFRWFoUOH4sSJEwCAwsJCDBw4EN7e3vj9999x9+5djB07FjKZDO+++66ZW0dERNVFCFFquZ+fH44cOVLmdgICArB3797qCouIiEyACSkiIqp2gwcP1nm8ZMkSrFmzBidPnkSjRo3w5ZdfYsuWLejduzcAYMOGDWjVqhVOnjyJLl26YP/+/YiLi8OBAwfg5eWFjh07YvHixZg9ezYWLFgAOzs7czSLiIiIiIiqCRNSRERUowoLC7F9+3Y8fPgQISEhOHv2LNRqNUJDQ7V1WrZsCX9/f8TExKBLly6IiYlBu3bt4OXlpa0THh6OKVOm4PLly3j88ccNPpdKpYJKpdI+LpqCVq1WQ61WV7oNRetWZRuWrDa3z9Lbdvv2bWRkZBgtd3d3NzrjmEajgUKhAADIpbp3mUhsJVAoFNBoNBbb9rJY+ntXVZbePkuNi4iIag8mpIiIqEZcvHgRISEhyMvLg5OTE3bt2oXWrVvj3LlzsLOzg6urq059Ly8v7WC2KSkpOsmoovKiMmOWLl2KhQsX6i3fv38/HBwcqtiiR7M21Wa1uX3W2rbk5GRcuHDBaPn69esBAIuDNSVKAoDBW5GcnIzk5OQajLDmWet7V16W2r7cXOOzBRMREVUHJqSIiKhGtGjRAufOnUN2djZ27NiBiIiIco0DUhVz587FrFmztI9zcnLg5+eHsLAwODs7V3q7arUa0dHR6Nu3L2QyWXWEalFqc/ssuW3nz59Hjx494NZvGmRuDfXK85KvIPvoJqCUMXYUCgXWr1+Pt2KlUGkk2uX5qTeQumUOjh49ig4dOtRI/DXNkt+76mDp7Su6w5TIUsXHx+st02geJedv376NwMBAU4dERBXEhBQREdUIOzs7NGvWDAAQFBSEM2fO4JNPPsGIESOQn5+PrKwsnbukUlNT4e3tDQDw9vbG6dOndbZXNAtfUR1D5HK5wSm+ZTJZtZzwVdd2LFVtbp8ltk0qlUKpVKLQ2Re2Hk31ytWpSVDmGp72HACUN2KhjP0eAKDSSKAq/F9CSlUgoFQqIZVKLa7dFWWJ7111stT2WWJMRABQ+OAeIJFg9OjRemUKhQJbt25FUPCTOPfnH/D39zdDhERUXkxIERGRSWg0GqhUKgQFBUEmk+HgwYMYNmwYACAhIQFJSUkICQkBAISEhGDJkiVIS0uDp6cngEfdWpydndG6dWuztYHIHIqmPS9JnXEL+WaIh4jInDSqB4AQBpP19raPEvN5ylykp6cbTUglJSUhPT3dYJmHhwcTWUQmwoQUERFVu7lz56J///7w9/fH/fv3sWXLFhw+fBi//vorXFxcMHHiRMyaNQtubm5wdnbGtGnTEBISgi5dugAAwsLC0Lp1a4wZMwbLly9HSkoK5s2bh8jISIN3QBEREVHdYihZb2cjABSWul5SUhJatGyFPKXhcdLsFQ5IuBLPpBSRCTAhRURE1S4tLQ1jx47F3bt34eLigvbt2+PXX39F3759AQAff/wxpFIphg0bBpVKhfDwcKxevVq7vo2NDXbv3o0pU6YgJCQEjo6OiIiIwKJFi8zVJCIiIqoF0tPTkac03B1anXELGbs/LPXuKiKqPkxIERFRtfvyyy9LLbe3t8eqVauwatUqo3UCAgKwd+/e6g6NiIiIyGh3aCIyHam5AyAiIiIiIiIiorqFCSkiIiIiIiIiIjIpJqSIiIiIiIiIiMikmJAiIiIiIiIiIiKTYkKKiIiIiIiIiIhMirPsERERERERkUklJSUhPT3dYFl8fHyVt29sG9WxbSKqHkxIERERERERkckkJSWhRctWyFPm1swTSCQYPXp0zWybiKoNE1JERERERERkMunp6chT5sJ90KuQufvplStvxCL72DeVfwIham7bRFRtmJAiIiIiIiIik5O5+0Hu3UxvuTrjlkVvm4iqBwc1JyIiIiIiIiIik2JCioiIiIiIiIiITIpd9oiIiIhqkLGZpDjTExEREdVlTEgRERER1ZAan0mqDKUlvTw8PODv72/CaIiIiIj+hwkpIiIiohpS2kxSNTnTU+GDe2VOe26vcEDClXgmpYiIiMgsmJAiIiIiqmGGZnuqyZmeNKoHpU57rs64hYzdHyI9PZ0JKSIiIjKLCg9qnpycjNGjR8Pd3R0KhQLt2rVDbGystlwIgbfffhs+Pj5QKBQIDQ3F1atXdbaRmZmJUaNGwdnZGa6urpg4cSIePHhQ9dYQERERkVZRIqzkn6EkFREREZEpVegOqXv37qFbt254+umn8csvv6BBgwa4evUq6tevr62zfPlyfPrpp9i0aRMCAwPx1ltvITw8HHFxcbC3twcAjBo1Cnfv3kV0dDTUajXGjx+PyZMnY8uWLdXbOiIiIiIislhLly7Fzp07ceXKFSgUCnTt2hXvvfceWrRooa2Tl5eHV199Fdu2bYNKpUJ4eDhWr14NLy8vbZ2kpCRMmTIFhw4dgpOTEyIiIrB06VLY2rJDSE0yNmkDAKhUKsjlcoNlnNSBiIAKJqTee+89+Pn5YcOGDdplgYGB2v8LIbBixQrMmzcPzz77LADgq6++gpeXF3744QeMHDkS8fHx2LdvH86cOYPg4GAAwMqVKzFgwAB88MEH8PX1rY52ERERERGRhTty5AgiIyPx5JNPoqCgAG+++SbCwsIQFxcHR0dHAMArr7yCPXv2YPv27XBxcUFUVBSGDh2KEydOAAAKCwsxcOBAeHt74/fff8fdu3cxduxYyGQyvPvuu+ZsXq1W5qQNEikgNKYNioisSoUSUj/99BPCw8Pxr3/9C0eOHEHDhg0xdepUTJo0CQCQmJiIlJQUhIaGatdxcXFB586dERMTg5EjRyImJgaurq7aZBQAhIaGQiqV4tSpUxgyZIje86pUKqhUKu3jnJwcAIBarYZara5Qg4vqV3Q9c2G8NaemYtVoNFAoFLC3lcDORuiVS2wlUCgU0Gg0FXpua3ptAeuK15piBaoWr7W0kYiI6oZ9+/bpPN64cSM8PT1x9uxZ9OjRA9nZ2fjyyy+xZcsW9O7dGwCwYcMGtGrVCidPnkSXLl2wf/9+xMXF4cCBA/Dy8kLHjh2xePFizJ49GwsWLICdnZ05mlbrlWfSBmPj2NXkpA5EZD0qlJC6ceMG1qxZg1mzZuHNN9/EmTNnMH36dNjZ2SEiIgIpKSkAoHP7bNHjorKUlBR4enrqBmFrCzc3N22dkpYuXYqFCxfqLd+/fz8cHBwq0gSt6OjoSq1nLoy35tRErFu3bv3v/woNlAYAg7ciOTkZycnJFd62Nb22gHXFa02xApWLNzfXPFPPExERlUd2djYAwM3NDQBw9uxZqNVqnQveLVu2hL+/P2JiYtClSxfExMSgXbt2Oucg4eHhmDJlCi5fvozHH3/ctI2oY0qbtMFQWfFyIqrbKpSQ0mg0CA4O1t76+vjjj+PSpUtYu3YtIiIiaiRAAJg7dy5mzZqlfZyTkwM/Pz+EhYXB2dm5QttSq9WIjo5G3759IZPJqjvUasd4a05NxXr+/Hn06NEDXi8ug51XE73y/NQbSN0yB0ePHkWHDh3MHm9NsaZ4rSlWoGrxFt1hSkREZGk0Gg1mzpyJbt26oW3btgAeXcy2s7ODq6urTt2SF7wNXRAvKjOkunpgWNtd1sZUph2l9QookNmU2mOgKuWllcmljx5XdtuV7clQE+ryZ8sSsR3l225FVSgh5ePjg9atW+ssa9WqFb7//nsAgLe3NwAgNTUVPj4+2jqpqano2LGjtk5aWprONgoKCpCZmaldvyS5XG5wQDyZTFbpk8eqrGsOjLfmVHesUqkUSqUSeQUColCiV64qEFAqlZBKpZV6Xmt6bQHriteaYgUqF681tY+IiOqWyMhIXLp0CcePH6/x56ruHhjWdpe1MRVth9FeAZ26AhFdDZdVtbysdQGsX7++ks9dtZ4MNaGufrYsFdthWGV7YVQoIdWtWzckJCToLPvrr78QEBAA4NEA597e3jh48KA2AZWTk4NTp05hypQpAICQkBBkZWXh7NmzCAoKAgD89ttv0Gg06Ny5c6UaQURERERE1isqKgq7d+/G0aNH0ahRI+1yb29v5OfnIysrS+cuqdTUVO3FbG9vb5w+fVpne6mpqdoyQ6qrB4a13WVtTGXaUVqvgIfxx5C5b6XRHgNVKS+tTC4VWByswYQJE+A8ZH6Ft13Zngw1oS5/tiwR21G6yvbCqFBC6pVXXkHXrl3x7rvvYvjw4Th9+jTWrVuHdevWAQAkEglmzpyJd955B82bN0dgYCDeeust+Pr64rnnngPw6I6qfv36YdKkSVi7di3UajWioqIwcuRIzrBHRERERFSHCCEwbdo07Nq1C4cPH9aZwRsAgoKCIJPJcPDgQQwbNgwAkJCQgKSkJISEhAB4dMF7yZIlSEtL045VGx0dDWdnZ73eHUWquweGtd1lbUxF2lFar4A8dWGpPQaqUl7WugCgVCphV4ltV7UnQ02oi58tS8Z2GN9eZVQoIfXkk09i165dmDt3LhYtWoTAwECsWLECo0aN0tZ544038PDhQ0yePBlZWVno3r079u3bB3t7e22dzZs3IyoqCn369IFUKsWwYcPw6aefVqoBRERERERknSIjI7Flyxb8+OOPqFevnnbMJxcXFygUCri4uGDixImYNWsW3Nzc4OzsjGnTpiEkJARdunQBAISFhaF169YYM2YMli9fjpSUFMybNw+RkZEGk05ERGQZKpSQAoBBgwZh0KBBRsslEgkWLVqERYsWGa3j5uaGLVu2VPSpiYiIiIioFlmzZg0AoFevXjrLN2zYgHHjxgEAPv74Y+1FbJVKhfDwcKxevVpb18bGBrt378aUKVMQEhICR0dHRERElHo+QkRE5lfhhBQREREREVF1EEJ/FrSS7O3tsWrVKqxatcponYCAAOzdu7c6QyMiohomNXcARERERERERERUtzAhRUREREREREREJsWEFBERERERERERmRTHkCIiIiKqo+Lj442WeXh4wN/f34TREBERUV3ChBQRERFRHVP44B4gkWD06NFG69grHJBwJZ5JKSIiIqoRTEgRERER1TEa1QNACLgPehUydz+9cnXGLWTs/hDp6elMSBERFZOUlIT09HSDZbyzlKhimJAiIiIiqqNk7n6QezczdxhERFYhKSkJLVq2Qp4y12A57ywlqhgmpIiIiIiIiIjKkJ6ejjxlrsG7S3lnKVHFMSFFREREREREVE68u5SoekjNHQAREREREREREdUtvEOKiIiIiIiI6L/i4+MrtLy8dTjoOZEuJqSIiIiIiIiozit8cA+QSDB69OgaWZeDnhPpYkKKiIiIiIiI6jyN6gEghMFBywFAeSMW2ce+qdS6HPScSB8TUkRERERERET/ZWzQcnXGrUqvS0T6OKg5ERERERERERGZFBNSRERERERERERkUkxIERERERERERGRSTEhRUREREREREREJsWEFBERERERERERmRQTUkREREREREREZFJMSBERUbVbunQpnnzySdSrVw+enp547rnnkJCQoFMnLy8PkZGRcHd3h5OTE4YNG4bU1FSdOklJSRg4cCAcHBzg6emJ119/HQUFBaZsChERERER1QAmpIiIqNodOXIEkZGROHnyJKKjo6FWqxEWFoaHDx9q67zyyiv4+eefsX37dhw5cgR37tzB0KFDteWFhYUYOHAg8vPz8fvvv2PTpk3YuHEj3n77bXM0iYiIiIiIqpGtuQMgIqLaZ9++fTqPN27cCE9PT5w9exY9evRAdnY2vvzyS2zZsgW9e/cGAGzYsAGtWrXCyZMn0aVLF+zfvx9xcXE4cOAAvLy80LFjRyxevBizZ8/GggULYGdnZ46mERERERFRNWBCioiIalx2djYAwM3NDQBw9uxZqNVqhIaGauu0bNkS/v7+iImJQZcuXRATE4N27drBy8tLWyc8PBxTpkzB5cuX8fjjj+s9j0qlgkql0j7OyckBAKjVaqjV6krHX7RuVbZhyWpz+8zdNo1GA4VCAXtbCexshE5ZgczGaFl5y4VCAQCQS6t32xJbCRQKBTQajdleO3O/dzXN0ttnqXEREVHtwYQUERHVKI1Gg5kzZ6Jbt25o27YtACAlJQV2dnZwdXXVqevl5YWUlBRtneLJqKLyojJDli5dioULF+ot379/PxwcHKraFERHR1d5G5asNrfPnG3bunXrf/9XqFvQqSsQ0dVwWQXLFwdrqnfbCAAGb0VycjKSk5MNlJtObf5cApbbvtzcXHOHQEREtRwTUkREVKMiIyNx6dIlHD9+vMafa+7cuZg1a5b2cU5ODvz8/BAWFgZnZ+dKb1etViM6Ohp9+/aFTCarjlAtSm1un7nbdv78efTo0QNeLy6DnVcTnbKH8ceQuW+lwbLyliuPfIH169fjrVgpVBpJtW07P/UGUrfMwdGjR9GhQ4fKNL3KzP3e1TRLb1/RHaZEREQ1hQkpIiKqMVFRUdi9ezeOHj2KRo0aaZd7e3sjPz8fWVlZOndJpaamwtvbW1vn9OnTOtsrmoWvqE5Jcrkccrlcb7lMJquWE77q2o6lqs3tM1fbpFIplEol8goERKFEpyxPXWi0rCLlAKDSSKAqVqeq21YVCCiVSkilUrN/Jmrz5xKw3PaZMqajR4/i/fffx9mzZ3H37l3s2rULzz33nLZ83Lhx2LRpk8464eHhOuMVZmZmYtq0afj5558hlUoxbNgwfPLJJ3BycjJVM4iIqII4yx4REVU7IQSioqKwa9cu/PbbbwgMDNQpDwoKgkwmw8GDB7XLEhISkJSUhJCQEABASEgILl68iLS0NG2d6OhoODs7o3Xr1qZpCBER1biHDx+iQ4cOWLVqldE6/fr1w927d7V//+sK+8ioUaNw+fJlREdHay+ETJ48uaZDJyKiKuAdUkREVO0iIyOxZcsW/Pjjj6hXr552zCcXFxcoFAq4uLhg4sSJmDVrFtzc3ODs7Ixp06YhJCQEXbp0AQCEhYWhdevWGDNmDJYvX46UlBTMmzcPkZGRBu+CIqLqFx8fb3C5h4cH/P39TRwN1Vb9+/dH//79S60jl8uN3h0bHx+Pffv24cyZMwgODgYArFy5EgMGDMAHH3wAX1/fao+ZiIiqjgkpIiKqdmvWrAEA9OrVS2f5hg0bMG7cOADAxx9/rO1WoVKpEB4ejtWrV2vr2tjYYPfu3ZgyZQpCQkLg6OiIiIgILFq0yFTNIKqzCh/cAyQSjB492mC5vcIBCVfimZQikzl8+DA8PT1Rv3599O7dG++88w7c3d0BADExMXB1ddUmowAgNDQUUqkUp06dwpAhQ8wVNhERlYIJKSIiqnZC6E8jX5K9vT1WrVpVaheNgIAA7N27tzpDI6Jy0KgeAELAfdCrkLn76ZSpM24hY/eHSE9PZ0KKTKJfv34YOnQoAgMDcf36dbz55pvo378/YmJiYGNjg5SUFHh6euqsY2trCzc3N6OzsqpUKqhUKu3jokHc1Wo11Gp1uWMrqluRdSxRZdqh0WigUChgbyuBnY3ucb9AZmO0rKrlpZXJpY8e18S2q7quxFYChUIBjUZTrte5Ln+2LBHbUb7tVhQTUkRERERVkJSUhPT0dINlxrq8WQuZux/k3s3MHQbVcSNHjtT+v127dmjfvj2aNm2Kw4cPo0+fPpXa5tKlS7Fw4UK95fv374eDg0OFtxcdHV2pOCxNRdvxv7G8CnULOnUFIroaLqtqeVnrAli/fn3NbLtKcQUAg7ciOTkZycnJBuM2pK5+tiwV22FYbm5updZjQoqIiIiokpKSktCiZSvkKSv3Q4yIKq5Jkybw8PDAtWvX0KdPH3h7e+tMgAEABQUFyMzMNDru1Ny5czFr1izt45ycHPj5+SEsLAzOzs7ljkWtViM6Ohp9+/a1yNkSy6sy7Th//jx69OgBrxeXwc6riU7Zw/hjyNy30mBZVctLK5NLBRYHazBhwgQ4D5lfrduu6rr5qTeQumUOjh49ig4dOuiVl1SXP1uWiO0oXdFdphXFhBQRERFRJaWnpyNPmWuwaxsAKG/EIvvYN2aIjKj2un37NjIyMuDj4wPg0aysWVlZOHv2LIKCggAAv/32GzQaDTp37mxwG3K53OAEGTKZrFInaZVdz9JUpB1SqRRKpRJ5BQKiUKJTlqcuNFpW1fKy1gUApVIJuxrYdlXWVRUIKJVKSKXSCn1W6uJny5KxHca3VxlMSBERERFVkbGubeqMW2aIhsi6PHjwANeuXdM+TkxMxLlz5+Dm5gY3NzcsXLgQw4YNg7e3N65fv4433ngDzZo1Q3h4OACgVatW6NevHyZNmoS1a9dCrVYjKioKI0eO5Ax7REQWjAkpIiIiIiIym9jYWDz99NPax0Vd6SIiIrBmzRpcuHABmzZtQlZWFnx9fREWFobFixfr3OG0efNmREVFoU+fPtoZXD/99FOTt6W2qc1j5BGR+TEhRUREREREZtOrV69SZ2f99ddfy9yGm5sbtmzZUp1h1XkcI69mlJbI8/Dw4OylVKdUKSG1bNkyzJ07FzNmzMCKFSsAAHl5eXj11Vexbds2qFQqhIeHY/Xq1fDy8tKul5SUhClTpuDQoUNwcnJCREQEli5dCltb5seIiIiIiIjMjWPkVa/CB/cAiQSjR482Wsde4YCEK/FMSlGdUekM0JkzZ/Cf//wH7du311n+yiuvYM+ePdi+fTtcXFwQFRWFoUOH4sSJEwCAwsJCDBw4EN7e3vj9999x9+5djB07FjKZDO+++27VWkNERERERETVhmPkVQ+N6gEghNEEnzrjFjJ2f4j09HQmpKjOkFZmpQcPHmDUqFH4/PPPUb9+fe3y7OxsfPnll/joo4/Qu3dvBAUFYcOGDfj9999x8uRJAMD+/fsRFxeHb775Bh07dkT//v2xePFirFq1Cvn5+dXTKiIiIiIiIiILU5TgK/lnKElFVNtVKiEVGRmJgQMHIjQ0VGf52bNnoVardZa3bNkS/v7+iImJAQDExMSgXbt2Ol34wsPDkZOTg8uXL1cmHCIiIiIiIiIisiIV7rK3bds2/PHHHzhz5oxeWUpKCuzs7ODq6qqz3MvLCykpKdo6xZNRReVFZYaoVCqoVCrt45ycHACAWq2GWq2uUPxF9Su6nrkw3ppTU7FqNBooFArY20pgZ6M/QKfEVgKFQgGNRlOh57am1xawrnitKVagavFaSxuJiIiIiKh2q1BC6tatW5gxYwaio6Nhb29fUzHpWbp0KRYuXKi3fP/+/XBwcKjUNqOjo6salkkx3ppTE7Fu3br1v/8rNFAaAAzeiuTkZCQnJ1d429b02gLWFa81xQpULt7cXM6UQ1RRnPaciIiIqPpVKCF19uxZpKWl4YknntAuKywsxNGjR/HZZ5/h119/RX5+PrKysnTukkpNTYW3tzcAwNvbG6dPn9bZbmpqqrbMkLlz52LWrFnaxzk5OfDz80NYWBicnZ0r0gSo1WpER0ejb9++kMlkFVrXHBhvzampWM+fP48ePXrA68VlsPNqoleen3oDqVvm4OjRo+jQoYPZ460p1hSvNcUKVC3eojtMiah8OO05ERERUc2oUEKqT58+uHjxos6y8ePHo2XLlpg9ezb8/Pwgk8lw8OBBDBs2DACQkJCApKQkhISEAABCQkKwZMkSpKWlwdPTE8Cjq/zOzs5o3bq1weeVy+WQy+V6y2UyWaVPHquyrjkw3ppT3bFKpVIolUrkFQiIQoleuapAQKlUQiqVVup5rem1BawrXmuKFahcvNbUPiJLwGnPiYiIiGpGhRJS9erVQ9u2bXWWOTo6wt3dXbt84sSJmDVrFtzc3ODs7Ixp06YhJCQEXbp0AQCEhYWhdevWGDNmDJYvX46UlBTMmzcPkZGRBpNORERERObGac+JiIiIqleFBzUvy8cffwypVIphw4ZBpVIhPDwcq1ev1pbb2Nhg9+7dmDJlCkJCQuDo6IiIiAgsWrSoukMhIiIiIiIiIiILVOWE1OHDh3Ue29vbY9WqVVi1apXRdQICArB3796qPjUREREREREREVkhqbkDICIiIiIiIiKiuqXau+wRERERUe0XHx9vtMzDwwP+/v4mjIaIiIisDRNSRERERFRuhQ/uARIJRo8ebbSOvcIBCVfimZQiIiIio5iQIiIiIqJy06geAELAfdCrkLn76ZWrM24hY/eHSE9PZ0KKiIiIjGJCioiIiIgqTObuB7l3M3OHQURERFaKg5oTEREREREREZFJ8Q4pIiIiIiIiIgtQNGGERqMBAJw/fx5SqZSTRVCtxIQUERERERERkRmVnDBCoVBg69at6NGjB5RKJSeLoFqJCSkiIiKq85KSkpCenq63vOhKNRERUU0qOWGEva0EAOD14jLcT03iZBFUKzEhRURERHVaUlISWrRshTxlrrlDISKiOq5owgg7GwGgEHZeTSArEOYOi6hGMCFFREREdVp6ejrylLnaq9LFKW/EIvvYN2aKjIiIiKj2YkKKiIiICP+7Kl2cOuOWmaIhIiIiqt2k5g6AiIiIiIiIiIjqFiakiIiIiIiIiIjIpJiQIiIiIiIiIiIik2JCioiIiIiIzObo0aMYPHgwfH19IZFI8MMPP+iUCyHw9ttvw8fHBwqFAqGhobh69apOnczMTIwaNQrOzs5wdXXFxIkT8eDBAxO2goiIKoqDmhMRERERkdk8fPgQHTp0wIQJEzB06FC98uXLl+PTTz/Fpk2bEBgYiLfeegvh4eGIi4uDvb09AGDUqFG4e/cuoqOjoVarMX78eEyePBlbtmwxdXOIakx8fLzRMg8PD/j7+5swGqKqY0KKiIiIiIjMpn///ujfv7/BMiEEVqxYgXnz5uHZZ58FAHz11Vfw8vLCDz/8gJEjRyI+Ph779u3DmTNnEBwcDABYuXIlBgwYgA8++AC+vr4mawtRTSh8cA+QSDB69GijdewVDki4Es+kFFkVJqSIiIiIiMgiJSYmIiUlBaGhodplLi4u6Ny5M2JiYjBy5EjExMTA1dVVm4wCgNDQUEilUpw6dQpDhgzR265KpYJKpdI+zsnJAQCo1Wqo1epyx1dUtyLrWCJD7dBoNFAoFLC3lcDORuitUyCzMVpeWllVy0srk0sfPTZH3NXd5qK2yKUCdholFPb2cOs3DTK3hnrrqjOTkblvJdLS0uDj46NXbk61+TtijWqqHZXdHhNSRERERERkkVJSUgAAXl5eOsu9vLy0ZSkpKfD09NQpt7W1hZubm7ZOSUuXLsXChQv1lu/fvx8ODg4VjjM6OrrC61iiku3YunXrf/9XqF+5U1cgoqvh8tLKqlpe1roA1q9fb/q4a6jNi4M1QHDxMkMCgIiuSE5ORnJycin1zKe2fkesVXW3Izc3t1LrMSFFRERERER1yty5czFr1izt45ycHPj5+SEsLAzOzs7l3o5arUZ0dDT69u0LmUxWE6GahKF2nD9/Hj169IDXi8tg59VEb52H8ceQuW+lwfLSyqpaXlqZXCqwOFiDCRMmwHnIfJPGXd1tLmrLW7FSZF4+Xuq6+ak3kLplDo4ePYoOHTrolZtTbf6OWKOaakfRXaYVxYQUERERERFZJG9vbwBAamqqTlek1NRUdOzYUVsnLS1NZ72CggJkZmZq1y9JLpdDLpfrLZfJZJU6SavseuaWlJSE9PR0aDQaAEBcXByk0kcTsSckJECpVCKvQEAUSvTWzVMXGi0vrayq5WWtCwBKpRJ2Jo67ptqs0kjKXFdVIKBUKiGVSi32c2it35GS2A7j26sMJqSIiIiIiMgiBQYGwtvbGwcPHtQmoHJycnDq1ClMmTIFABASEoKsrCycPXsWQUFBAIDffvsNGo0GnTt3NlfoFi8pKQktWrZCnjIXCoUCW7duRY8ePaBUKs0dGhHVEUxIEVVS0RWlkkqbjpWIiIiIdD148ADXrl3TPk5MTMS5c+fg5uYGf39/zJw5E++88w6aN2+OwMBAvPXWW/D19cVzzz0HAGjVqhX69euHSZMmYe3atVCr1YiKisLIkSM5w14p0tPTkafMhfugV1HP69HMbF4vLkNewaPBtJU3YpF97BtzhkhEtRwTUkSVUPyKEhEREekzdoHGw8OD05KTjtjYWDz99NPax0VjO0VERGDjxo1444038PDhQ0yePBlZWVno3r079u3bB3t7e+06mzdvRlRUFPr06QOpVIphw4bh008/NXlbrJHM3e+/4xIVws6ribZLmDrjlnkDI6JajwkpokoofkVJ5u6nU8arSUREluf27du4d++ewTLe2Vq9Ch/cAyQSjB492mC5vcIBCVfimZQirV69ekEIYbRcIpFg0aJFWLRokdE6bm5u2LJlS02ER0RENYQJKaIqkLn7Qe7dTGcZryYREVmeoOAncS8zw9xh1Aka1QNACIMXbdQZt5Cx+0Okp6czIUVERFTHMSFFZISxMaIAXk0nIrI2xu5qBXhna00xdNGGiIiIqAgTUkQGcIwoIqLax1iChHe2EhFRbVDaRXOO30eWiAkpIgNKGyMK4NV0IiIiIiKyDGWN3Qdw/D6yTFJzB0BkyYquppf8s3XxMndoRBbv6NGjGDx4MHx9fSGRSPDDDz/olAsh8Pbbb8PHxwcKhQKhoaG4evWqTp3MzEyMGjUKzs7OcHV1xcSJE/HgwQMTtoKIiIjIshUfu887YoXen/ugV5GnzDU6HAmRuTAhRURENeLhw4fo0KEDVq1aZbB8+fLl+PTTT7F27VqcOnUKjo6OCA8PR15enrbOqFGjcPnyZURHR2P37t04evQoJk+ebKomEBEREVkNYxfTDfX4ILIE7LJHZIEMDaiu0WgAPJq6PDAw0BxhEVVI//790b9/f4NlQgisWLEC8+bNw7PPPgsA+Oqrr+Dl5YUffvgBI0eORHx8PPbt24czZ84gODgYALBy5UoMGDAAH3zwAXx9fU3WFiIiIiIiql5MSBFZGGMDqisUCmzduhVBwU/i3J9/sP83WbXExESkpKQgNDRUu8zFxQWdO3dGTEwMRo4ciZiYGLi6umqTUQAQGhoKqVSKU6dOYciQIXrbValUUKlU2sc5OTkAALVaDbVaXel4i9atyjYsWW1uX1GbFAoF7G0lsLMRenUKZDZGy0srq2p5dWxbKBQAALnUOuKW2EqgUCig0WjK/LzV5s8lYPnts9S4iIio9mBCishMjM2CER8fb3BAdXtbCQBo+38zIUXWLCUlBQDg5aU7HpuXl5e2LCUlBZ6enjrltra2cHNz09YpaenSpVi4cKHe8v3798PBwaHKcUdHR1d5G5asNrdv/fr1//1foX5hp65ARFfD5aWVVbW8Gre9OFhjJXEHAIO3Ijk5GcnJyfrrGlCbP5eA5bYvN5czDRMRUc1iQorIxMozCwagPz35o6vMBn74E5HW3LlzMWvWLO3jnJwc+Pn5ISwsDM7OzpXerlqtRnR0NPr27QuZTFYdoVqU2ty+orZNmDABzkPmw86riV6dh/HHkLlvJbxeXKZXXlpZVcurY9vKI19g/fr1eCtWCpVGYvFx56feQOqWOTh69Cg6dOigt25xtflzCVh++4ruMCUiIqopTEgRmVjxWTAMDTCovBGL7GPfmCEyItPx9vYGAKSmpsLHx0e7PDU1FR07dtTWSUtL01mvoKAAmZmZ2vVLksvlkMvlestlMlm1nPBV13YsVW1un1KphF2BgCiU6JXlqQuhVCqRZ6C8tLKqllfXtgFApZFAVayOpcatKhBQKpWQSqXl/qzV5s8lYLnts8SYiKhqjPXQ8PDwYO8LMgsmpIjMpOQdUEXUGbfMEA2RaQUGBsLb2xsHDx7UJqBycnJw6tQpTJkyBQAQEhKCrKwsnD17FkFBQQCA3377DRqNBp07dzZX6ERERERWpaweGvYKByRciWdSikxOWpHKS5cuxZNPPol69erB09MTzz33HBISEnTq5OXlITIyEu7u7nBycsKwYcOQmpqqUycpKQkDBw6Eg4MDPD098frrr6OgoKDqrSEiIovx4MEDnDt3DufOnQPwaCDzc+fOISkpCRKJBDNnzsQ777yDn376CRcvXsTYsWPh6+uL5557DgDQqlUr9OvXD5MmTcLp06dx4sQJREVFYeTIkZxhj4iIiKicivfQ8I5YofPnPuhV7Ri1RKZWoTukjhw5gsjISDz55JMoKCjAm2++ibCwMMTFxcHR0REA8Morr2DPnj3Yvn07XFxcEBUVhaFDh+LEiRMAgMLCQgwcOBDe3t74/fffcffuXYwdOxYymQzvvvtu9beQiIjMIjY2Fk8//bT2cdHYThEREdi4cSPeeOMNPHz4EJMnT0ZWVha6d++Offv2wd7eXrvO5s2bERUVhT59+kAqlWLYsGH49NNPTd4WIiIia5WUlGQw2WCs+xbVXsZ6aBCZS4USUvv27dN5vHHjRnh6euLs2bPo0aMHsrOz8eWXX2LLli3o3bs3AGDDhg1o1aoVTp48iS5dumD//v2Ii4vDgQMH4OXlhY4dO2Lx4sWYPXs2FixYADs7u+prHVEpbt++DQA4f/48pFLdmwV5gCaqul69ekEI/Snhi0gkEixatAiLFi0yWsfNzQ1btmypifCIiIhqvaSkJLRo2Qp5Ss6aSESWp0pjSGVnZwN4dMIAAGfPnoVarUZoaKi2TsuWLeHv74+YmBh06dIFMTExaNeunc5U3+Hh4ZgyZQouX76Mxx9/vCohEZVLUlISgoKfxIb1X6JHjx7aQWGJiIiIiGqL9PR05ClzDU6mw4l0iMjcKp2Q0mg0mDlzJrp164a2bdsCAFJSUmBnZwdXV1edul5eXkhJSdHWKZ6MKiovKjNEpVJBpVJpHxdNQ6tWq6FWqysUd1H9iq5nLoy3ZqSlpUGCR3du+I99D6oC3bs4lH//iZzfv4W9rQR2Nvp3eBTIbKBQKAyWl1ZWlXK59NH/FQoFNBqNxb/G1vJZAKwrVqBq8VpLG4mIiKj6GOqqxYl0iMjcKp2QioyMxKVLl3D8+PHqjMegpUuXYuHChXrL9+/fDwcHh0ptMzo6uqphmRTjrX7r168HALzX39BsEgHAtOf++/9C/eJOXYGIrobLSyurhvL169cjOTkZycnJBuK2PNbwWShiTbEClYs3N5e37BMRERERkflVKiEVFRWF3bt34+jRo2jUqJF2ube3N/Lz85GVlaVzl1Rqaiq8vb21dU6fPq2zvaJZ+IrqlDR37lztYLjAozuk/Pz8EBYWBmdn5wrFrlarER0djb59+0Imk1VoXXNgvDXj/PnzCA8Px/r16/FWrBQqjUSn/GH8MWTuWwmvF5fBzquJ3vqllVdl3dLK5VKBxcEaTJgwAb/++is6dOhQ2eabhLV8FgDrihWoWrxFd5gSERERERGZU4USUkIITJs2Dbt27cLhw4cRGBioUx4UFASZTIaDBw9i2LBhAICEhAQkJSUhJCQEABASEoIlS5YgLS0Nnp6eAB5d5Xd2dkbr1q0NPq9cLodcLtdbLpPJKn3yWJV1zYHxVi+pVKodN0qlkUBVqJuQylMXQqlUIq9AQJQoK6u8KuuWp1ypVEIqlVr061ucpX8WirOmWIHKxWtN7SOqCGOzSGk0GjNEQ2UpbfIQDw8P+PsbunuZiIiIapMKJaQiIyOxZcsW/Pjjj6hXr552zCcXFxcoFAq4uLhg4sSJmDVrFtzc3ODs7Ixp06YhJCQEXbp0AQCEhYWhdevWGDNmDJYvX46UlBTMmzcPkZGRBpNORKSPP+SJiP6ntFmkFAoFtm7daoaoyJDCB/cAiQSjR482Wsde4YCEK/Hw8fExYWRERERkahVKSK1ZswbAo6m8i9uwYQPGjRsHAPj4448hlUoxbNgwqFQqhIeHY/Xq1dq6NjY22L17N6ZMmYKQkBA4OjoiIiKi1Gm/iaiYcv6QZ1KKiOqK0maRsrfVv9OUzEejegAIYfC9Ah4Nspyx+0Okp6czIUVERFTLVbjLXlns7e2xatUqrFq1ymidgIAA7N27tyJPTURFyvlDngkpIqprDM0i9Wi2UgMTSJBZGXqviIiIqG6p9Cx7RNbA2JgipXV5swb8IU9ERERERETWjAkpqrVKG1MEeDSuCBERERERERGZntTcARDVlOJjinhHrND5c3nK+BhMRERERGQ5FixYAIlEovPXsmVLbXleXh4iIyPh7u4OJycnDBs2DKmpqWaMmIiIyoN3SFGtZ6h7mzrjFvLNFA8RERERVUybNm1w4MAB7WNb2/+dxrzyyivYs2cPtm/fDhcXF0RFRWHo0KE4ceKEOUIlIqJyYkKKiIiIiIgsmq2tLby9vfWWZ2dn48svv8SWLVvQu3dvAI9mAG/VqhVOnjyJLl26mDpUIiIqJyakiIiIiIjIol29ehW+vr6wt7dHSEgIli5dCn9/f5w9exZqtRqhoaHaui1btoS/vz9iYmKYkCIqp9ImffLw8OAM3lQjmJAiIiIiIiKL1blzZ2zcuBEtWrTA3bt3sXDhQjz11FO4dOkSUlJSYGdnB1dXV511vLy8kJKSYnSbKpUKKpVK+zgnJwcAoFaroVaryx1bUd2KrGNKGo0GCoUC9rYS2NkInbICmY22TC59VFb0b8nykuuWVV6Vdauy7aL4zRF3dbe5+HtiX4Ovp0aVDYWDAyZNmqS3XhF7hQPOxp5Bo0aNjNYxxtK/I+XFdpRvuxXFhBQREREREVms/v37a//fvn17dO7cGQEBAfjuu+8qPWvy0qVLsXDhQr3l+/fvh4ODQ4W3Fx0dXak4TGHr1q3//V+hbkGnrkBE1/8+0AAAFgdrjJSXWLes8qqsW9VtA1i/fr3p466hNi8O1gDBNfl6dgBGbtFfp4QLFy7gwoULZdYzxpK/IxXBdhiWm2t4ZvuyMCFFRERERERWw9XVFY899hiuXbuGvn37Ij8/H1lZWTp3SaWmphocc6rI3LlzMWvWLO3jnJwc+Pn5ISwsDM7OzuWORa1WIzo6Gn379oVMJqtUe2rS+fPn0aNHD3i9uAx2Xk10yh7GH0PmvpXwenEZ6vkEYnGwBm/FSqHSSPTKS65bVnlV1q3KtuVSgcXBGkyYMAHOQ+abNO7qbnNRW96KlSLz8nGzvJ4AkJ96A6lb5uDo0aPo0KGDXvnt27cRFPwk8pSGExKu9d2wZvUqi/2OlJelf9fLq6baUXSXaUUxIUVWLSkpCenp6QbLSusHTURERETW6cGDB7h+/TrGjBmDoKAgyGQyHDx4EMOGDQMAJCQkICkpCSEhIUa3IZfLIZfL9ZbLZLJKnaRVdr2aJpVKoVQqkVcgIAolOmV56kJtmd1/k1AqjQSq/9YrXl5y3bLKq7JuVbcNAEqlEnYmjrum2qzSSMz6eqoKBJRKJaRSqcHP+L1793AvMwPug16FzN1Pp0ydcQtZB1cDsNzvSEWxHca3VxlMSJHVSkpKQouWrYxm44mIiIjI+r322msYPHgwAgICcOfOHcyfPx82NjZ44YUX4OLigokTJ2LWrFlwc3ODs7Mzpk2bhpCQEA5oTmRCMnc/yL2bmTsMsjJMSJHVSk9PR54y12A2HgCUN2KRfewbM0RmfsbuDuMMGURERGRtbt++jRdeeAEZGRlo0KABunfvjpMnT6JBgwYAgI8//hhSqRTDhg2DSqVCeHg4Vq9ebeaoTYc9BojIWjEhRVbPWDZenXHLDNGYV+GDe4BEgtGjRxsst1c4IOFKPJNSREREZDW2bdtWarm9vT1WrVqFVatWmSgiy8EeA0RkzZiQIqpFNKoHgBBG+3Bn7P4Qx44dQ6tWrQyuzzuoiMiSGbsLgHcAEFFdxR4DRGTNmJAiqoUM3TVW1t1TAO+gIiLLxbsA6pb4+HhoNI+mnz9//jykUqm2jBdPiPSxxwARWSMmpIjqiNLungL+dwdVeno6f+gTkcUp7S4A3gFQexS/eKJQKLB161b06NEDSqVSW4cXT4iIiGoHJqSI6hjOgEFE1szQPox3ANQexS+e1PN6lHDyenEZ8goEAF48ISIiqk2YkCIiIiIiiyJz94OdVxMAhbDzagJRKDF3SEREdZqx8RrLO45jye7XRdgNu25jQoosGqexJSIiIiIiMo/yjENb1roA9LpfF2E37LqNCSmyWBzAloiobuFFCCovY58HXmknIqpeZY1DW9o4jkXrArrdr4uwGzYxIUUWi9PYEhHVHbwIQeVR1pV6XmknIqoZVZ3Jkd2vyRAmpMjicRpbIqLajxchqDxKu1LPK+1ERETWhQkpIiIishi8CEHlwRljiYiIrJ/+MPdEREREREREREQ1iHdIkdkZG8SWA9iaR2mvOweLJSIiIiIiourAhBSZFQextRzlmdKVg8USUVXxIgQRERERAUxIkZmVNogtB7A1rbKmdOVgsURUVbwIQURERERFmJAii2BocFIOYGseZQ0Ua+wuBnbnI6Ky8CIEmQK7nhMREVkHJqSIqFzK6tLH7nxEVF68CEE1oTxdz+Vye3z//Q74+PgYLFepVJDL5QbLmMwiIrIsxoYBKML9tuVjQoqIyqW0Ln3szkdEROZWVtfzvNuXkfXbFxg0aJDxjUikgNAYLOKFFzKX0k66Of4e1QaVubO1PMMAcL9t+ZiQIqIKKatLHxHVbTxxInMzdpxSZ9wqNWFV1G2UF17IHIztO+/evYthz/8LqjylGaIiqllVmVSptGEAAO63rQUTUlTjeHJSdxR/PzWaR1eYz58/D6lUyltmiWqJ0vbpPHEia1BqwqqUcqKaUp47PcpKpBJZo+qYVIn7bOvGhBTVKM6oVDcYurqhUCiwdetW9OjRA0qlkrfMEtUC5d2n88SJiKj8yjPhQ1mJVCJrxqRS3cWEFFVZ8avlJe+KiY+PL/VWSp6c1A6Grm7Y20oAAF4vLsP91CRk7P4Qx44dQ6tWrQxug3dQEVm+sm6P54kTEVHlccIHIsMM9aphT5vagQkpqpKSV8tL3hVThCcndUPx99nORgAohJ1XE0izMivdP5yILA/36URERFTTyjPGFFk3JqSoXIyNGVLyDqjid8XkFQjeAUUAqqd/OBERERER1R2lnUNU9TyztDExAfbeMBUmpKhM5RkzpOhqefG7YkShhFfLSQf7hxMRERERUUVUd3fW8pzfsveGaTAhRWUqz0CLRNXBWF9wXqEgMq3S7oolqstK+w7wWEVEZB3KGhOTvTdMhwkpKjcOtEg1paz+4bxCQWQ6nB2VSF95xjHhsYqIyPKUNiB6Wb03iq9bcvIuXoSoHmZLSK1atQrvv/8+UlJS0KFDB6xcuRKdOnUyVzh1Xml9aHlFnGpaaf3DeYWCAB4zqlvJfX7xH1kJCQm8K5aohJoeC5FjmVQfcx4vSnsfVSoV5HK5wTL+1iaqflUZEN3QuiUn76rJixCl7Utq2/HALAmpb7/9FrNmzcLatWvRuXNnrFixAuHh4UhISICnp6c5QqrTeDWcLEVpVylK+7FW2o88oPbtuOsaHjOql6F9vqEZUnlXLJG+mhgL8fbt22jdpi3HMqkG5jxelPk+SqSA0NRoDET0P1UZEN3QusUn77qfmoSM3R/i2LFjaNWqld76VTn3KOvcvLYdD8ySkProo48wadIkjB8/HgCwdu1a7NmzB+vXr8ecOXPMEVKtUNbVNWMn7SVnyiuJV8TJnMp1daOMH3lyuT2+/34HfHx89Mo8PDwMLifLUVePGVW5Y6Ksu15L7vOL/8i699cZ7vOJaoCxOxN///33Ko9lUpeuppfGnMeLjIyMMu8u5W9tItOrygW24usWn7xLmpVZY8ONlDa+VW3sOWLyhFR+fj7Onj2LuXPnapdJpVKEhoYiJibG4DoqlQoqlUr7ODs7GwCQmZkJtVpdoedXq9XIzc3FsWPHIJVKDdaRSqXaHwkVLa/KuobKNRqNNl5bW1uj66alpWHySy9Dlac0uu3STtrt7e1hhwLINCq9skKpBvb29pBkJEKUKJfev6tTprEFcnP9oLl7C6JAv1yvvaWUV2Xd8m47NzdXG2t1b7u64y56bS0tLmNlxT8LVXru9Kuwl8tRL+gZ2NRz11tXnXoND+OPGS9Pv4WHlw/i+eef1ysDALm9Av9ZuwYajcbgfsGU3/fylhXtFzIyMiCTyYxu35D79+8DAIQQFVrPXCp6zKjO4wXwaN+ampqqsy8u/hmpqfe4PPt0ub0C6/6zVu+qf3nWLbnPt9UAubm5sNXkwa4C+3y9Nplp31lambXtOytTbuhYZqlxV2RdjVSl85uiJuOq6rYl9+7A3t4eZ8+eRU5Ojl65oe+lQqHAqlWrMG3atFJ/h0lQUOFtF2evUODI4cNo2LChwXJjeLwon6Jzi5ycHKPvY9Fv6er4rV1SdX2uK/p9q8i2Tfl9NOc+v7rbXG2/pU0ct6EySzvnqsy6xd+P0s5PCu9n4P7Zn/Drr7+iefPmetsGSv8NePXqVaP7i7KOB2Vtu4ixfIiXl1el7yat9DFDmFhycrIAIH7//Xed5a+//rro1KmTwXXmz58vAPCPf/zjH/+q6e/WrVum2OVXWUWPGTxe8I9//ONf9f7xeME//vGPf/wr719FjxlWMcve3LlzMWvWLO1jjUaDzMxMuLu7QyKRVGhbOTk58PPzw61bt+Ds7FzdoVY7xltzrClWgPHWJGuKFahavEII3L9/H76+vjUUnXlV5/GiOGv7jFRUbW5fbW4bULvbV5vbBlh++3i8KB9Lfx/Li+2wPLWlLWyHZampdlT2mGHyhJSHhwdsbGyQmpqqszw1NRXe3t4G15HL5XpjH7m6ulYpDmdnZ6v6IDHemmNNsQKMtyZZU6xA5eN1cXGpgWhqRkWPGTVxvCjO2j4jFVWb21eb2wbU7vbV5rYBlt0+Hi/Kz5Lfx4pgOyxPbWkL22FZaqIdlTlmGB5EqQbZ2dkhKCgIBw8e1C7TaDQ4ePAgQkJCTB0OERFZMB4ziIioPHi8ICKyPmbpsjdr1ixEREQgODgYnTp1wooVK/Dw4UPtjBhERERFeMwgIqLy4PGCiMi6mCUhNWLECPzzzz94++23kZKSgo4dO2Lfvn3w8vKq8eeWy+WYP3++3i26lorx1hxrihVgvDXJmmIFrC/eqjLnMaNIbX/Na3P7anPbgNrdvtrcNqD2t88czHG8qC3vI9theWpLW9gOy2Jp7ZAIYSVzuRIRERERERERUa1g8jGkiIiIiIiIiIiobmNCioiIiIiIiIiITIoJKSIiIiIiIiIiMikmpIiIiIiIiIiIyKTqXEJq1apVaNy4Mezt7dG5c2ecPn3a3CEZtHTpUjz55JOoV68ePD098dxzzyEhIcHcYZXLsmXLIJFIMHPmTHOHYlRycjJGjx4Nd3d3KBQKtGvXDrGxseYOy6DCwkK89dZbCAwMhEKhQNOmTbF48WJYwnwER48exeDBg+Hr6wuJRIIffvhBp1wIgbfffhs+Pj5QKBQIDQ3F1atXzRMsSo9XrVZj9uzZaNeuHRwdHeHr64uxY8fizp07FhlvSS+//DIkEglWrFhhsvhqowULFkAikej8tWzZUluel5eHyMhIuLu7w8nJCcOGDUNqaqoZIzauOr6fmZmZGDVqFJydneHq6oqJEyfiwYMHJmyFcWW1b9y4cXrvZb9+/XTqWGr7yvMboDyfxaSkJAwcOBAODg7w9PTE66+/joKCAlM2RU952tarVy+99+7ll1/WqWOJbVuzZg3at28PZ2dnODs7IyQkBL/88ou23FrfMzLO3OcVptrPX7hwAU899RTs7e3h5+eH5cuX68Wyfft2tGzZEvb29mjXrh327t1brjaYcn93+PBhPPHEE5DL5WjWrBk2btyoF09V3lNT7QNquh0lGTq3s4a2VMdvOnO3oUhZ567W8F03StQh27ZtE3Z2dmL9+vXi8uXLYtKkScLV1VWkpqaaOzQ94eHhYsOGDeLSpUvi3LlzYsCAAcLf3188ePDA3KGV6vTp06Jx48aiffv2YsaMGeYOx6DMzEwREBAgxo0bJ06dOiVu3Lghfv31V3Ht2jVzh2bQkiVLhLu7u9i9e7dITEwU27dvF05OTuKTTz4xd2hi79694t///rfYuXOnACB27dqlU75s2TLh4uIifvjhB3H+/HnxzDPPiMDAQKFUKi0u3qysLBEaGiq+/fZbceXKFRETEyM6deokgoKCzBJrWfEWt3PnTtGhQwfh6+srPv74Y5PGWNvMnz9ftGnTRty9e1f7988//2jLX375ZeHn5ycOHjwoYmNjRZcuXUTXrl3NGLFx1fH97Nevn+jQoYM4efKkOHbsmGjWrJl44YUXTNwSw8pqX0REhOjXr5/Oe5mZmalTx1LbV57fAGV9FgsKCkTbtm1FaGio+PPPP8XevXuFh4eHmDt3rjmapFWetvXs2VNMmjRJ573Lzs7Wlltq23766SexZ88e8ddff4mEhATx5ptvCplMJi5duiSEsN73jAyzhPMKU+zns7OzhZeXlxg1apS4dOmS2Lp1q1AoFOI///mPts6JEyeEjY2NWL58uYiLixPz5s0TMplMXLx4scw2mGp/d+PGDeHg4CBmzZol4uLixMqVK4WNjY3Yt2+ftk5V31NT7ANM0Y7ijJ3bWUNbqvqbzhLaIET5zl2t4btuTJ1KSHXq1ElERkZqHxcWFgpfX1+xdOlSM0ZVPmlpaQKAOHLkiLlDMer+/fuiefPmIjo6WvTs2dNiE1KzZ88W3bt3N3cY5TZw4EAxYcIEnWVDhw4Vo0aNMlNEhpX8IaTRaIS3t7d4//33tcuysrKEXC4XW7duNUOEukpL8BQ5ffq0ACBu3rxpmqBKYSze27dvi4YNG4pLly6JgIAAJqSqaP78+aJDhw4Gy7KysoRMJhPbt2/XLouPjxcARExMjIkirJzKfD/j4uIEAHHmzBltnV9++UVIJBKRnJxsstjLw1hC6tlnnzW6jjW1r+RvgPJ8Fvfu3SukUqlISUnR1lmzZo1wdnYWKpXKtA0ohaHfN2X9hrCWtgkhRP369cUXX3xRq94zesTSzitqaj+/evVqUb9+fZ3P4OzZs0WLFi20j4cPHy4GDhyoE0/nzp3FSy+9VOF21NT+7o033hBt2rTRea4RI0aI8PBw7eOaeE+rex9gynYYO7ezlrZU9TedJbRBiLLPXa31u16kznTZy8/Px9mzZxEaGqpdJpVKERoaipiYGDNGVj7Z2dkAADc3NzNHYlxkZCQGDhyo8xpbop9++gnBwcH417/+BU9PTzz++OP4/PPPzR2WUV27dsXBgwfx119/AQDOnz+P48ePo3///maOrHSJiYlISUnR+Ty4uLigc+fOVvGdAx597yQSCVxdXc0dikEajQZjxozB66+/jjZt2pg7nFrj6tWr8PX1RZMmTTBq1CgkJSUBAM6ePQu1Wq3zmW7ZsiX8/f2t5jNdpDzfz5iYGLi6uiI4OFhbJzQ0FFKpFKdOnTJ5zJVx+PBheHp6okWLFpgyZQoyMjK0ZdbUvpK/AcrzWYyJiUG7du3g5eWlrRMeHo6cnBxcvnzZhNGXztjvm82bN8PDwwNt27bF3LlzkZubqy2zhrYVFhZi27ZtePjwIUJCQmrVe0bWcV5RXfv5mJgY9OjRA3Z2dto64eHhSEhIwL1797R1Sv7+Dw8Pr9RrUVP7u7JirO73tKb2AaZsh7FzO2tqS1V+01lKG8o6d7XW73oR20qvaWXS09NRWFio84ECAC8vL1y5csVMUZWPRqPBzJkz0a1bN7Rt29bc4Ri0bds2/PHHHzhz5oy5QynTjRs3sGbNGsyaNQtvvvkmzpw5g+nTp8POzg4RERHmDk/PnDlzkJOTg5YtW8LGxgaFhYVYsmQJRo0aZe7QSpWSkgIABr9zRWWWLC8vD7Nnz8YLL7wAZ2dnc4dj0HvvvQdbW1tMnz7d3KHUGp07d8bGjRvRokUL3L17FwsXLsRTTz2FS5cuISUlBXZ2dnoJSmv5TBdXnu9nSkoKPD09dcptbW3h5uZmFe3t168fhg4disDAQFy/fh1vvvkm+vfvj5iYGNjY2FhN+wz9BijPZzElJcXg+1tUZgmM/b558cUXERAQAF9fX1y4cAGzZ89GQkICdu7cCcCy23bx4kWEhIQgLy8PTk5O2LVrF1q3bo1z587ViveMHrGG84rq2s+npKQgMDBQbxtFZfXr1zf62a3o57Ym93fG6uTk5ECpVOLevXvV8p7W9D7AVO0o7dzOWt6Tqv6ms4Q2AGWfu1rjd10njkqvSSYTGRmJS5cu4fjx4+YOxaBbt25hxowZiI6Ohr29vbnDKZNGo0FwcDDeffddAMDjjz+OS5cuYe3atRaZkPruu++wefNmbNmyBW3atMG5c+cwc+ZM+Pr6WmS8tYFarcbw4cMhhMCaNWvMHY5BZ8+exSeffII//vgDEonE3OHUGsXvPGzfvj06d+6MgIAAfPfdd1AoFGaMjCpq5MiR2v+3a9cO7du3R9OmTXH48GH06dPHjJFVjKX/BqgKY22bPHmy9v/t2rWDj48P+vTpg+vXr6Np06amDrNCWrRogXPnziE7Oxs7duxAREQEjhw5Yu6wiKxCbdjf1YZ9gLWd2xlTW37TWdu5a0XVmS57Hh4esLGx0Rs5PzU1Fd7e3maKqmxRUVHYvXs3Dh06hEaNGpk7HIPOnj2LtLQ0PPHEE7C1tYWtrS2OHDmCTz/9FLa2tigsLDR3iDp8fHzQunVrnWWtWrXS3sJpaV5//XXMmTMHI0eORLt27TBmzBi88sorWLp0qblDK1XR98ravnNFyaibN28iOjraYu+OOnbsGNLS0uDv76/93t28eROvvvoqGjdubO7wag1XV1c89thjuHbtGry9vZGfn4+srCydOpb+mTakPN9Pb29vpKWl6ZQXFBQgMzPT6toLAE2aNIGHhweuXbsGwDraZ+w3QHk+i97e3gbf36Iyc6vI75vOnTsDgM57Z6lts7OzQ7NmzRAUFISlS5eiQ4cO+OSTT2rFe0b/Yw3nFdW1ny/P59JYnYq8FjW9vzNWx9nZGQqFotre05reB5iiHWWd23l5eVlNW4qr6G86S2lDWeeu1vZdL6nOJKTs7OwQFBSEgwcPapdpNBocPHgQISEhZozMMCEEoqKisGvXLvz22296t89Zkj59+uDixYs4d+6c9i84OBijRo3CuXPnYGNjY+4QdXTr1k1vOtm//voLAQEBZoqodLm5uZBKdb+qNjY20Gg0ZoqofAIDA+Ht7a3zncvJycGpU6cs8jsH/C8ZdfXqVRw4cADu7u7mDsmoMWPG4MKFCzrfO19fX7z++uv49ddfzR1erfHgwQNcv34dPj4+CAoKgkwm0/lMJyQkICkpyWI/08aU5/sZEhKCrKwsnD17Vlvnt99+g0aj0SYIrMnt27eRkZEBHx8fAJbdvrJ+A5TnsxgSEoKLFy/q/AAtSrKX/GFrSpX5fXPu3DkA0HnvLLFthmg0GqhUKqt+z0ifNZxXVNd+PiQkBEePHoVardbWiY6ORosWLVC/fn1tneLPU1SnPK+FqfZ3ZcVYU+9pde8DTNGOss7tgoODraYtxVX0N52ltKGsc1dr+a4bVenh0K3Qtm3bhFwuFxs3bhRxcXFi8uTJwtXVVWfkfEsxZcoU4eLiIg4fPqwzVWVubq65QysXS55l7/Tp08LW1lYsWbJEXL16VWzevFk4ODiIb775xtyhGRQRESEaNmwodu/eLRITE8XOnTuFh4eHeOONN8wdmrh//774888/xZ9//ikAiI8++kj8+eef2lnpli1bJlxdXcWPP/4oLly4IJ599lm9KUgtJd78/HzxzDPPiEaNGolz587pfO/MNbtRWa9vSZxlr+peffVVcfjwYZGYmChOnDghQkNDhYeHh0hLSxNCPJoi2N/fX/z2228iNjZWhISEiJCQEDNHbVh1fD/79esnHn/8cXHq1Clx/Phx0bx5c50pgs2ptPbdv39fvPbaayImJkYkJiaKAwcOiCeeeEI0b95c5OXlabdhqe0rz2+Asj6LRdNVh4WFiXPnzol9+/aJBg0a6ExXbQ5lte3atWti0aJFIjY2ViQmJooff/xRNGnSRPTo0UO7DUtt25w5c8SRI0dEYmKiuHDhgpgzZ46QSCRi//79Qgjrfc/IMEs4rzDFfj4rK0t4eXmJMWPGiEuXLolt27YJBwcHvangbW1txQcffCDi4+PF/Pnzyz0VvKn2dzdu3BAODg7i9ddfF/Hx8WLVqlXCxsZG7Nu3T1unqu+pKfYBpmiHISXP7ayhLVX9TWcJbRCifOeu1vBdN6ZOJaSEEGLlypXC399f2NnZiU6dOomTJ0+aOySDABj827Bhg7lDKxdLTkgJIcTPP/8s2rZtK+RyuWjZsqVYt26duUMyKicnR8yYMUP4+/sLe3t70aRJE/Hvf//bIqaAPnTokMHPaUREhBDi0TSkb731lvDy8hJyuVz06dNHJCQkWGS8iYmJRr93hw4dsrh4DWFCqupGjBghfHx8hJ2dnWjYsKEYMWKEuHbtmrZcqVSKqVOnivr16wsHBwcxZMgQcffuXTNGbFx1fD8zMjLECy+8IJycnISzs7MYP368uH//vhlao6+09uXm5oqwsDDRoEEDIZPJREBAgJg0aZLejz9LbV95fgOU57P4999/i/79+wuFQiE8PDzEq6++KtRqtYlbo6ustiUlJYkePXoINzc3IZfLRbNmzcTrr78usrOzdbZjiW2bMGGCCAgIEHZ2dqJBgwaiT58+2hNRIaz3PSPjzH1eYar9/Pnz50X37t2FXC4XDRs2FMuWLdOL5bvvvhOPPfaYsLOzE23atBF79uwpVxtMub87dOiQ6Nixo7CzsxNNmjQxeF5VlffUVPuAmm6HISXP7ayhLdXxm87cbShS1rmrNXzXjZEIIUTl768iIiIiIiIiIiKqmDozhhQREREREREREVkGJqSIiIiIiIiIiMikmJAiIiIiIiIiIiKTYkKKiIiIiIiIiIhMigkpIiIiIiIiIiIyKSakiIiIiIiIiIjIpJiQIiIiIiIiIiIik2JCioiIiIiIiIiITIoJKSIiIiIiIiIiMikmpIiIiIiIiIiIyKSYkCIiIiIiIiIiIpNiQoqIiIiIiIiIiEyKCSkiIiIiIiIiIjIpJqSIiIiIiIiIiMikmJAiIiIiIiIiIiKTYkKKiIiIiIiIiIhMigkpIiIiIiIiIiIyKSakyOps3LgREokEsbGxZdbt1asXevXqVfNB1RBrj5+IqK77+++/IZFIsHHjRp3l+/btQ8eOHWFvbw+JRIKsrCyzxEdERKZlzt/3EokECxYsqPB6CxYsgEQiqf6AqM5jQoqIiIjIhDIyMjB8+HAoFAqsWrUKX3/9NRwdHcu9/t69eyt1QkFERLWfqY4R7777Ln744Ycafx6q3ZiQIrJg+/fvx/79+80dBhERVaMzZ87g/v37WLx4MSZOnIjRo0dDJpOVe/29e/di4cKFNRghERFZq9KOEUqlEvPmzavwNufNmwelUqmzjAkpqg625g6AyFoUFBRAo9HAzs7OZM9pyuciIiLTSEtLAwC4urqaNxAiIqpT7O3tK7Wera0tbG2ZOqDqxzukyCIlJydj4sSJ8PX1hVwuR2BgIKZMmYL8/HxtHZVKhVmzZqFBgwZwdHTEkCFD8M8//5S57bS0NEycOBFeXl6wt7dHhw4dsGnTJp06RWN+fPDBB1ixYgWaNm0KuVyOuLg45Ofn4+2330ZQUBBcXFzg6OiIp556CocOHTK6jVWrVqFJkyZwcHBAWFgYbt26BSEEFi9ejEaNGkGhUODZZ59FZmamzjZK9jE/fPgwJBIJvvvuOyxZsgSNGjWCvb09+vTpg2vXrum19dSpU+jXrx9cXFzg4OCAnj174sSJEzp17t+/j5kzZ6Jx48aQy+Xw9PRE37598ccff5T5WhIR1VZl7RsbN26McePG6a1X1tggvXr1QkREBADgySefhEQi0W7n2LFj+Ne//gV/f3/I5XL4+fnhlVde0bkqPW7cOKxatQrAo7FAiv6KaDQarFixAm3atIG9vT28vLzw0ksv4d69e1V8RYiIrFtZ5xc3btzAv/71L7i5ucHBwQFdunTBnj17dLZR0d/i69atQ9OmTaFQKNCpUyccO3ZMr07R+Lh///23wec6fPiwzvJTp05hwIABqF+/PhwdHdG+fXt88sknAMo+RhQfQ2rHjh2QSCQ4cuSIXkz/+c9/IJFIcOnSJQD6Y0hJJBI8fPgQmzZt0j7HuHHjcOjQIUgkEuzatUtvm1u2bIFEIkFMTIxeGdVdTHOSxblz5w46deqErKwsTJ48GS1btkRycjJ27NiB3Nxcbb1p06ahfv36mD9/Pv7++2+sWLECUVFR+Pbbb41uW6lUolevXrh27RqioqIQGBiI7du3Y9y4ccjKysKMGTN06m/YsAF5eXmYPHky5HI53NzckJOTgy+++AIvvPACJk2ahPv37+PLL79EeHg4Tp8+jY4dO+psY/PmzcjPz8e0adOQmZmJ5cuXY/jw4ejduzcOHz6M2bNn49q1a1i5ciVee+01rF+/vszXaNmyZZBKpXjttdeQnZ2N5cuXY9SoUTh16pS2zm+//Yb+/fsjKCgI8+fPh1QqxYYNG9C7d28cO3YMnTp1AgC8/PLL2LFjB6KiotC6dWtkZGTg+PHjiI+PxxNPPFGet4yIqNapqX3jv//9b7Ro0QLr1q3DokWLEBgYiKZNmwIAtm/fjtzcXEyZMgXu7u44ffo0Vq5cidu3b2P79u0AgJdeegl37txBdHQ0vv76a73tv/TSS9i4cSPGjx+P6dOnIzExEZ999hn+/PNPnDhxokJdA4mIaouyzi/u3buHrl27Ijc3F9OnT4e7uzs2bdqEZ555Bjt27MCQIUN0tlee3+JffvklXnrpJXTt2hUzZ87EjRs38Mwzz8DNzQ1+fn6Vakd0dDQGDRoEHx8fzJgxA97e3oiPj8fu3bsxY8aMMo8RxQ0cOBBOTk747rvv0LNnT52yb7/9Fm3atEHbtm0Nrvv111/j//7v/9CpUydMnjwZANC0aVN06dIFfn5+2Lx5s95rtnnzZjRt2hQhISGVajvVUoLIwowdO1ZIpVJx5swZvTKNRiM2bNggAIjQ0FCh0Wi0Za+88oqwsbERWVlZ2mU9e/YUPXv21D5esWKFACC++eYb7bL8/HwREhIinJycRE5OjhBCiMTERAFAODs7i7S0NJ0YCgoKhEql0ll279494eXlJSZMmKBdVrSNBg0a6MQ0d+5cAUB06NBBqNVq7fIXXnhB2NnZiby8PKPxHzp0SAAQrVq10onhk08+EQDExYsXta9T8+bNRXh4uM5rlJubKwIDA0Xfvn21y1xcXERkZGTJl5qIqE4ra98YEBAgIiIi9JaX3G8XHQs2bNigXVZ0HCt5nMvNzdXb3tKlS4VEIhE3b97ULouMjBSGfsIdO3ZMABCbN2/WWb5v3z6Dy4mI6oqyzi9mzpwpAIhjx45pl9+/f18EBgaKxo0bi8LCQiFE+X+L5+fnC09PT9GxY0edeuvWrRMAdI4TRceExMREnbiKnuvQoUNCiEfnIIGBgSIgIEDcu3dPrw1FjB0jhBACgJg/f7728QsvvCA8PT1FQUGBdtndu3eFVCoVixYt0i6bP3++3jYdHR0NHgfnzp0r5HK5zvlPWlqasLW11XluIiGEYJc9sigajQY//PADBg8ejODgYL3y4reKTp48WefxU089hcLCQty8edPo9vfu3Qtvb2+88MIL2mUymQzTp0/HgwcP9G5ZHTZsGBo0aKCzzMbGRju2k0ajQWZmJgoKChAcHGywm9u//vUvuLi4aB937twZADB69GidvtidO3dGfn4+kpOTjcZfZPz48TrjSz311FMAHt1qDADnzp3D1atX8eKLLyIjIwPp6elIT0/Hw4cP0adPHxw9ehQajQbAozFMTp06hTt37pT5vEREdYU59o0KhUL7/4cPHyI9PR1du3aFEAJ//vlnmetv374dLi4u6Nu3r3a/n56ejqCgIDg5Oel1LSciqgvKc36xd+9edOrUCd27d9cud3JywuTJk/H3338jLi5OZ52yfovHxsYiLS0NL7/8sk69cePG6ZwXVMSff/6JxMREzJw5U28MwuLnRBUxYsQIpKWl6XQL3LFjBzQaDUaMGFGpbY4dOxYqlQo7duzQLvv2229RUFCA0aNHV2qbVHsxIUUW5Z9//kFOTo7R20OL8/f313lcv359ACh1nIybN2+iefPmkEp1P/qtWrXSlhcXGBhocDubNm1C+/btYW9vD3d3dzRo0AB79uxBdnZ2mXEWHYRK3qpbtLw843yU1farV68CACIiItCgQQOdvy+++AIqlUob6/Lly3Hp0iX4+fmhU6dOWLBggfZgSkRUV5lj35iUlIRx48bBzc0NTk5OaNCggbYbhaHjS0lXr15FdnY2PD099fb9Dx480A6mTkRUl5Tn/OLmzZto0aKF3nJj5whl/RYvqt+8eXOdejKZDE2aNKlgCx65fv06AJTrPKm8isaaLT7kybfffouOHTviscceq9Q2W7ZsiSeffBKbN2/WLtu8eTO6dOmCZs2aVTlmql04hhRZLRsbG4PLhRDV9hzFr1YX+eabbzBu3Dg899xzeP311+Hp6QkbGxssXbpUe6AoT5xVib+sdYvufnr//ff1xrQq4uTkBAAYPnw4nnrqKezatQv79+/H+++/j/feew87d+5E//79y4yFiKg2KmvfaOxqdGFhodF9dGkKCwvRt29fZGZmYvbs2WjZsiUcHR2RnJyMcePGaffrpdFoNPD09NQ5CSiu5B2/RERUOdV5HlLa8aSmyeVyPPfcc9i1axdWr16N1NRUnDhxAu+++26Vtjt27FjMmDEDt2/fhkqlwsmTJ/HZZ59VU9RUmzAhRRalQYMGcHZ21s7oUN0CAgJw4cIFaDQanbukrly5oi0vy44dO9CkSRPs3LlT5wAyf/786g+4kooGyHV2dkZoaGiZ9X18fDB16lRMnToVaWlpeOKJJ7BkyRImpIioTitt31i/fn1kZWXprXPz5s1KXf2+ePEi/vrrL2zatAljx47VLo+Ojtara+zkpWnTpjhw4AC6detm8IIKEVFdVJ7zi4CAACQkJOgtr8g5QsntAY/uXO3du7d2uVqtRmJiIjp06KBdVnR3VcljSsm7sop+31+6dKnU3/cV7b43YsQIbNq0CQcPHkR8fDyEEOXqrlfa84wcORKzZs3C1q1boVQqIZPJKt0FkGo3dtkjiyKVSvHcc8/h559/RmxsrF55Ve9+GjBgAFJSUnRuSy0oKMDKlSvh5OSkN8OEIUVXRIrHcurUKYuawjQoKAhNmzbFBx98gAcPHuiV//PPPwAeXXkp2Q3E09MTvr6+UKlUJomViMjSlGff2LRpU5w8eVI7XTgA7N69G7du3arUcxo6tgghtFN5F+fo6AhA/+Rl+PDhKCwsxOLFi/XWKSgoMJhAIyKq7cpzfjFgwACcPn1a5/f8w4cPsW7dOjRu3BitW7eu0HMGBwejQYMGWLt2rc5xYuPGjXr74qJE09GjR7XLCgsLsW7dOp16TzzxBAIDA7FixQq9bRQ/dhg7RhgTGhoKNzc3fPvtt/j222/RqVMno8OWFOfo6Gj0OTw8PNC/f39888032Lx5M/r16wcPD49yxUN1C++QIovz7rvvYv/+/ejZsycmT56MVq1a4e7du9i+fTuOHz9epW1PnjwZ//nPfzBu3DicPXsWjRs3xo4dO3DixAmsWLEC9erVK3MbgwYNws6dOzFkyBAMHDgQiYmJWLt2LVq3bm0w+WMOUqkUX3zxBfr37482bdpg/PjxaNiwIZKTk3Ho0CE4Ozvj559/xv3799GoUSM8//zz6NChA5ycnHDgwAGcOXMGH374obmbQURkFuXZN/7f//0fduzYgX79+mH48OG4fv06vvnmG+2JRUW1bNkSTZs2xWuvvYbk5GQ4Ozvj+++/NziuYFBQEABg+vTpCA8Ph42NDUaOHImePXvipZdewtKlS3Hu3DmEhYVBJpPh6tWr2L59Oz755BM8//zzlX9hiIisVFnnF3PmzMHWrVvRv39/TJ8+HW5ubti0aRMSExPx/fff640/WxaZTIZ33nkHL730Enr37o0RI0YgMTERGzZs0LuLtk2bNujSpQvmzp2LzMxMuLm5Ydu2bSgoKNCpJ5VKsWbNGgwePBgdO3bE+PHj4ePjgytXruDy5cv49ddfARg/RpQW69ChQ7Ft2zY8fPgQH3zwQbnaGBQUhAMHDuCjjz6Cr68vAgMDtZM3AY+67RUdcwxdKCECYGQ+SCIzu3nzphg7dqxo0KCBkMvlokmTJiIyMlKoVCqj02WXnBpVCP3pt4UQIjU1VYwfP154eHgIOzs70a5dO53puIX43zTd77//vl5sGo1GvPvuuyIgIEDI5XLx+OOPi927d4uIiAgREBBQ5jaK4ty+fbvOckPtKhm/sXUNTSsuhBB//vmnGDp0qHB3dxdyuVwEBASI4cOHi4MHDwohhFCpVOL1118XHTp0EPXq1ROOjo6iQ4cOYvXq1XrtJiKqK8q7b/zwww9Fw4YNhVwuF926dROxsbF6+21D+2djx7G4uDgRGhoqnJychIeHh5g0aZI4f/683voFBQVi2rRpokGDBkIikehNxb1u3ToRFBQkFAqFqFevnmjXrp144403xJ07d6rtNSIisjalnV8IIcT169fF888/L1xdXYW9vb3o1KmT2L17t842KvpbfPXq1SIwMFDI5XIRHBwsjh49avD85Pr16yI0NFTI5XLh5eUl3nzzTREdHa13biOEEMePHxd9+/bVHp/at28vVq5cqS0v7RgBQMyfP1/vtSl6LolEIm7duqVXPn/+fL1jzZUrV0SPHj2EQqEQAERERIROuUqlEvXr1xcuLi5CqVTqbZNICCEkQlTjCNBEREREREREVKcVFBTA19cXgwcPxpdffmnucMhCcQwpIiIiIiIiIqo2P/zwA/755x+diTqISuIdUkRERERERERUZadOncKFCxewePFieHh44I8//jB3SGTBeIcUEREREREREVXZmjVrMGXKFHh6euKrr74ydzhk4XiHFBERERERERERmRTvkCIiIiIiIiIiIpNiQoqIiIiIiIiIiEzKtiKV16xZgzVr1uDvv/8GALRp0wZvv/02+vfvDwDIy8vDq6++im3btkGlUiE8PByrV6+Gl5eXdhv/z969x0VV5n8A/8zAMAzigIDMSIKhuV7y1qIpZuQmgqZuJltZmpiu7rJgGV1MV000xdwulplWa1qr0K790jY0hLxRiTdKSyVW08KIgQABkWEYmPP7w2XWcWZgBubO5/168Xox53nOOd/nzMx55nzPOc8pLi5GUlISDh48CH9/fyQmJiI9PR3e3paHotPp8Msvv6Br164QiUTWNIGIqFMTBAFXr15FWFgYxGLPPyfB/oKIqH3YXxARkaXa22dYlZDq2bMn1q5di759+0IQBLz//vu4//778c033+D222/HU089hT179mDnzp0ICAhASkoKpk2bhq+++goA0NzcjEmTJkGpVOLIkSMoLS3FrFmzIJFIsGbNGovj+OWXXxAeHm5N6EREdIPLly+jZ8+ezg7D7thfEBF1DPsLIiKylLV9RocHNQ8KCsLf/vY3/OEPf0D37t2RkZGBP/zhDwCA77//HgMGDEB+fj5GjRqFzz77DJMnT8Yvv/yiv2pq8+bNWLRoEX799Vf4+PhYtM6amhoEBgbi8uXLkMvlBmVarRY5OTmIi4uDRCLpSNOcgvE7lzvH786xA4zfUWpraxEeHo7q6moEBAQ4Oxy7a62/cCR3+XwA7hUr4F7xMlb7cad43SVW9he25y7vvbU8sV2e2CbAM9vliW0C3K9d7e0zrLpC6kbNzc3YuXMnrl27hujoaBQUFECr1SI2NlZfp3///oiIiNAnpPLz8zF48GCDW/ji4+ORlJSEs2fP4o477jC5Lo1GA41Go3999epVAIBMJoNMJjNskLc3/Pz8IJPJ3OKNuxnjdy53jt+dYwcYv6NotVoA6DS3I7S0Uy6XOz0h5efnB7lc7tKfD8C9YgXcK17Gaj/uFK87xQqwv7Ald3vvLeWJ7fLENgGe2S5PbBPgvu2yts+wOiH13XffITo6Gg0NDfD398euXbswcOBAnDp1Cj4+PggMDDSor1AooFKpAAAqlcogGdVS3lJmTnp6OtLS0oym5+TkwM/Pz+Q8ubm51jTL5TB+53Ln+N05doDx21t9fb2zQyAiIiIiIrI+IdWvXz+cOnUKNTU1+Oijj5CYmIjDhw/bIza9xYsXIzU1Vf+65XKwuLg4k7fs5ebmYvz48W6VSWzB+J3LneN359gBxu8otbW1zg6BiIiIiIjI+oSUj48PbrvtNgBAVFQUTpw4gddffx0PP/wwGhsbUV1dbXCVVFlZGZRKJQBAqVTi+PHjBssrKyvTl5kjlUohlUqNpkskErMHfq2VuQPG71zuHL87xw4wfntz5diIiIiIiKjz6PAzXHU6HTQaDaKioiCRSLB//359WVFREYqLixEdHQ0AiI6OxnfffYfy8nJ9ndzcXMjlcgwcOLCjoRARERERERERkRuwKiG1ePFi5OXl4ccff8R3332HxYsX49ChQ5gxYwYCAgIwd+5cpKam4uDBgygoKMDjjz+O6OhojBo1CgAQFxeHgQMH4rHHHsPp06exb98+LF26FMnJySavgCIiIteUl5eHKVOmICwsDCKRCLt37zYoFwQBy5cvR48ePSCTyRAbG4vz588b1KmqqsKMGTMgl8sRGBiIuXPnoq6uzqDOt99+i7vvvhu+vr4IDw/HunXr7N00IiIiIiJyAKtu2SsvL8esWbNQWlqKgIAADBkyBPv27cP48eMBAK+99hrEYjESEhKg0WgQHx+Pt956Sz+/l5cXsrKykJSUhOjoaHTp0gWJiYlYuXKlbVtF5OaKi4tRUVFhsiwkJAQREREOjojI0LVr1zB06FDMmTMH06ZNMypft24d3njjDbz//vuIjIzEsmXLEB8fj3PnzsHX1xcAMGPGDJSWliI3NxdarRaPP/445s+fj4yMDADXx7uKi4tDbGwsNm/ejO+++w5z5sxBYGAg5s+f79D2Ermj1voSgP0JEZGtcb9LZB2rElJbtmxptdzX1xcbN27Exo0bzdbp1asX9u7da81qiTqV4uJi9Os/AA1q009D85X5oej7QnZm5FQTJ07ExIkTTZYJgoD169dj6dKluP/++wEAH3zwARQKBXbv3o3p06ejsLAQ2dnZOHHiBIYPHw4A2LBhA+677z68/PLLCAsLw44dO9DY2Ij33nsPPj4+uP3223Hq1Cm8+uqrTEgRtaGtvgRgf0JEZEvc7xJZz+pBzYnIvioqKtCgrkfw5KchCQ43KNNWXkZl1iuoqKhgR0Yu69KlS1CpVIiNjdVPCwgIwMiRI5Gfn4/p06cjPz8fgYGB+mQUAMTGxkIsFuPYsWN44IEHkJ+fj5iYGPj4+OjrxMfH46WXXsKVK1fQrVs3h7aLyJ201pcA7E+IiNrL3FVQhYWF3O8SWYkJKSIXJQkOh1R5m7PDILKaSqUCACgUCoPpCoVCX6ZSqRAaGmpQ7u3tjaCgIIM6kZGRRstoKTOVkNJoNNBoNPrXtbW1AACtVgutVtuRZnVIy7qdGYOl3ClWwL3idWSsOp0OMpkMXRUR8FH0Nipv9BahXiaDTqczGY87bVfAveJ1l1hdPT4iZ7DkKij+hieyHBNSRETkMdLT05GWlmY0PScnB35+fk6IyFBubq6zQ7CYO8UKuFe8joo1MzPzv/81myjtBUzJRElJCUpKSswuw522K+Be8bp6rPX15g+4iTqr1q4+VV88iZovtjspMiL3xIQUERHZlFKpBACUlZWhR48e+ullZWUYNmyYvk55ebnBfE1NTaiqqtLPr1QqUVZWZlCn5XVLnZstXrwYqamp+te1tbUIDw9HXFwc5HJ5xxrWAVqtFrm5uRg/fjwkEonT4rCEO8UKuFe8joz19OnTiImJgeLRtaavkCq7iLKM55GXl4ehQ4c6NVZbcKd43SXWlitMiciYqaugtJWXnRQNkftiQoqIiGwqMjISSqUS+/fv1yegamtrcezYMSQlJQEAoqOjUV1djYKCAkRFRQEADhw4AJ1Oh5EjR+rr/PWvf4VWq9UftOXm5qJfv35mx4+SSqWQSqVG0yUSiUsc+LlKHJZwp1gB94rXEbGKxWKo1Wo0NAkQmkVG5ZomAWq1GmKxuNVY3Gm7Au4Vr6vH6sqxERGRZ2BCisgJWnskbGFhoYOjIbJeXV0dLly4oH996dIlnDp1CkFBQYiIiMDChQvx4osvom/fvoiMjMSyZcsQFhaGqVOnAgAGDBiACRMmYN68edi8eTO0Wi1SUlIwffp0hIWFAQAeffRRpKWlYe7cuVi0aBHOnDmD119/Ha+99pozmkxERERERDbEhBSRg1kyGCKRqzt58iR+97vf6V+33CaXmJiIbdu24bnnnsO1a9cwf/58VFdXY8yYMcjOzoavr69+nh07diAlJQXjxo2DWCxGQkIC3njjDX15QEAAcnJykJycjKioKISEhGD58uWYP3++4xpKRERERER2wYQUkYO19ShuDohI7mDs2LEQBMFsuUgkwsqVK7Fy5UqzdYKCgpCRkdHqeoYMGYIvvvii3XESEREREZFrYkKKyEnMPRKWAyISERERERGRpxM7OwAiIiIiIiIiIupceIUUERERERERdRqtPWAoJCQEPXr0cHBERJ0TE1JERERERETUKbT1gCGp1BcffbQTAHD69GmIxf+7qYhPwyayLSakiIiIiIiIqFNo7QFDDT+fRfWBv+Ohhx5CZmYmYmJioFarnRQpkedjQorIDlq7DJhnVoiIiIiInMvUA4a0lZcBQUDQhAUAAMWja9HQ9L+nCvNp2ES2xYQUkY21dRkwERERERG5LknQLQAAH0VvCM0i/XQ+DZvItviUPSIbu/EyYGXieqO/gLtnOjtEIiIiIpeQnp6OESNGoGvXrggNDcXUqVNRVFRkUKehoQHJyckIDg6Gv78/EhISUFZWZlCnuLgYkyZNgp+fH0JDQ/Hss8+iqanJkU0hIiIrMSFFZCctlwHf/OcdoHB2aEREREQu4fDhw0hOTsbRo0eRm5sLrVaLuLg4XLt2TV/nqaeewqeffoqdO3fi8OHD+OWXXzBt2jR9eXNzMyZNmoTGxkYcOXIE77//PrZt24bly5c7o0lERGQh3rJHREREREROkZ2dbfB627ZtCA0NRUFBAWJiYlBTU4MtW7YgIyMD9957LwBg69atGDBgAI4ePYpRo0YhJycH586dw+effw6FQoFhw4Zh1apVWLRoEVasWAEfHx9nNI2IiNrAhBSRGa0NTA4AISEhiIiIcGBERERERJ6tpqYGABAUFAQAKCgogFarRWxsrL5O//79ERERgfz8fIwaNQr5+fkYPHgwFIr/XYUeHx+PpKQknD17FnfccYfRejQaDTQajf51bW0tAECr1UKr1dqlbS3LtdfyncUV2/Xzzz+jsrLSZFlRURFkMhl8vUXw8RIMypokXpDJZJB6Xx83Sio2Xd7avKbKAEDkLYJMJoNOp3PatnLF96qjPLFNgPu1q71xMiFFZMLPP/+MgbcPanVgcqnUF//3fx+hR48eBtP5FD0iIiIi6+l0OixcuBB33XUXBg0aBABQqVTw8fFBYGCgQV2FQgGVSqWvc2MyqqW8pcyU9PR0pKWlGU3PycmBn59fR5vSqtzcXLsu31ncpV3+/v7IzMz876tmw8I7RwOJo/UvVw3XtVLe2rw3lQEAegFTMlFSUoKSkpJ2Rm8b7vJeWcMT2wS4T7vq69v3QC8mpIhMqKys1A9MLgkONypv+Pksqg/8HZMnT3ZCdERERESeJzk5GWfOnMGXX35p93UtXrwYqamp+te1tbUIDw9HXFwc5HK5Xdap1WqRm5uL8ePHQyKR2GUdzuBq7Tp9+jRiYmIQNGGB/ml5N1L/+A1qj/wTikfXwkfR26DsWuEXqMregIhZL+GliRFYdlIMjU5kVN7avKbKAKCx7CLKMp5HXl4ehg4dalWbfv75Z0QNH9HqyXJfmR8KTp5Az549zdZxtffKFjyxTYD7tavlKlNrMSFF1IqWgclvpq28DAiCyYSV+uJJ1Hyx3VEhEhEREbm9lJQUZGVlIS8vz+CAWqlUorGxEdXV1QZXSZWVlUGpVOrrHD9+3GB5LU/ha6lzM6lUCqlUajRdIpHY/eDPEetwBldpl1gshlqtRrM8DN4hfYzKm8qKoVar0dAkQGgWGZQ1aJuhVquhabp+y51GJ4Lmhjot5a3Na6oMADRNAtRqNcRisdXb6cqVK7hSVWn2ZLm28jIqs17BlStXEBkZ2ebyXOW9siVPbBPgPu1qb4xMSBF1gKmElbbyspOiISIiInIvgiBgwYIF2LVrFw4dOmR0MB0VFQWJRIL9+/cjISEBwPUxgIqLixEdHQ0AiI6OxurVq1FeXo7Q0FAA129zkcvlGDhwoGMbRNSG1ob3aGuMWnMny4ncFRNSRERERETkFMnJycjIyMAnn3yCrl276sd8CggIgEwmQ0BAAObOnYvU1FQEBQVBLpdjwYIFiI6OxqhRowAAcXFxGDhwIB577DGsW7cOKpUKS5cuRXJyssmroIicobnuCiASYebMmWbr+Mr8UPR9IR+cRJ0GE1JEREREROQUmzZtAgCMHTvWYPrWrVsxe/ZsAMBrr70GsViMhIQEaDQaxMfH46233tLX9fLyQlZWFpKSkhAdHY0uXbogMTERK1eudFQziNqk09SZHfID+N9tdxUVFUxIUafBhBQRERERETmFIAht1vH19cXGjRuxceNGs3V69eqFvXv32jI0IrvgbXdE/yN2dgBERERERERERNS58AopIiIiIiIichvFxcWoqKgwWdbaoOFE5FqYkCIiIiIiIiK3UFxcjH79B6BBXe/sUIiog5iQInJDps786HQ6AMDPP/9s9MhkIiIiIiJPUFFRgQZ1vdnBwdUXT6Lmi+1OiIyIrMWEFJEbae1xsTKZDJmZmYgaPgKnvvmaT+cgIiIiIo9lbnBwbeVlJ0RDRO3BhBSRG2ntcbG+3iIAQIO6no+LJSIiIiIiIpfGhBSRGzJ1RsjHSwDQ7JyAiIiIiIiIiKwgdnYARETkeZqbm7Fs2TJERkZCJpOhT58+WLVqFQRB0NcRBAHLly9Hjx49IJPJEBsbi/Pnzxssp6qqCjNmzIBcLkdgYCDmzp2Luro6RzeHiIiIiIhsjAkpIiKyuZdeegmbNm3Cm2++icLCQrz00ktYt24dNmzYoK+zbt06vPHGG9i8eTOOHTuGLl26ID4+Hg0NDfo6M2bMwNmzZ5Gbm4usrCzk5eVh/vz5zmgSERERERHZEG/ZIyIimzty5Ajuv/9+TJo0CQBw6623IjMzE8ePHwdw/eqo9evXY+nSpbj//vsBAB988AEUCgV2796N6dOno7CwENnZ2Thx4gSGDx8OANiwYQPuu+8+vPzyywgLC3NO44iIiIiIqMOYkCIiIpsbPXo03nnnHfznP//Bb37zG5w+fRpffvklXn31VQDApUuXoFKpEBsbq58nICAAI0eORH5+PqZPn478/HwEBgbqk1EAEBsbC7FYjGPHjuGBBx4wWq9Go4FGo9G/rq2tBQBotVpotVp7NbdNLet2ZgyWcqdYAfeK15Gx6nQ6yGQy+HqL/jvGoCGRtwgymQw6nc5kPO60XQH3itddYnX1+IiIyP0xIUVERDb3/PPPo7a2Fv3794eXlxeam5uxevVqzJgxAwCgUqkAAAqFwmA+hUKhL1OpVAgNDTUo9/b2RlBQkL7OzdLT05GWlmY0PScnB35+fh1uV0fl5uY6OwSLuVOsgHvF66hYMzMz//ufqQde9AKmZKKkpAQlJSVml+FO2xVwr3hdPdb6+npnh0BERB6OCSkiIrK5f/3rX9ixYwcyMjJw++2349SpU1i4cCHCwsKQmJhot/UuXrwYqamp+te1tbUIDw9HXFwc5HK53dbbFq1Wi9zcXIwfPx4SicRpcVjCnWIF3CteR8Z6+vRpxMTEQPHoWvgoehuVN5ZdRFnG88jLy8PQoUOdGqstuFO87hJryxWmRERE9sKEFBER2dyzzz6L559/HtOnTwcADB48GD/99BPS09ORmJgIpVIJACgrK0OPHj3085WVlWHYsGEAAKVSifLycoPlNjU1oaqqSj//zaRSKaRSqdF0iUTiEgd+rhKHJdwpVsC94nVErGKxGGq1Gg1NAoRmkVG5pkmAWq2GWCxuNRZ32q6Ae8Xr6rG6cmxEROQZ+JQ9IiKyufr6eojFhl2Ml5cXdDodACAyMhJKpRL79+/Xl9fW1uLYsWOIjo4GAERHR6O6uhoFBQX6OgcOHIBOp8PIkSMd0AoiIiIiIrIXXiFFREQ2N2XKFKxevRoRERG4/fbb8c033+DVV1/FnDlzAAAikQgLFy7Eiy++iL59+yIyMhLLli1DWFgYpk6dCgAYMGAAJkyYgHnz5mHz5s3QarVISUnB9OnT+YQ9IiIiIiI3x4QUERHZ3IYNG7Bs2TL85S9/QXl5OcLCwvCnP/0Jy5cv19d57rnncO3aNcyfPx/V1dUYM2YMsrOz4evrq6+zY8cOpKSkYNy4cRCLxUhISMAbb7zhjCYREREREZENMSFFREQ217VrV6xfvx7r1683W0ckEmHlypVYuXKl2TpBQUHIyMiwQ4RERERERORMHEOKiIiIiIiIiIgcigkpIiIiIiIiIiJyKN6yR0RERERERC6luLgYFRUVRtMLCwudEA0R2QMTUkQeyFxHHRISgoiICAdHQ0RERERkueLiYvTrPwAN6npnh0JEdsSEFJGnEYkwc+ZMk0W+Mj8UfV/IpBQRERERuayKigo0qOsRPPlpSILDDcrUF0+i5ovtToqMiGyJCSkiTyMIJjtvbeVlVGa9goqKCiakiIiIiMjlSYLDIVXeZjBNW3nZSdEQka0xIUXkgUx13kRERERE5NpMDb1h6bhZrdULCQlBjx492h0XkT1YlZBKT0/Hxx9/jO+//x4ymQyjR4/GSy+9hH79+unrNDQ04Omnn8aHH34IjUaD+Ph4vPXWW1AoFPo6xcXFSEpKwsGDB+Hv74/ExESkp6fD25v5MSIiIiIiIupcmuuutDr0Rkfn9ZX54dzZMx0JkcjmrMoAHT58GMnJyRgxYgSampqwZMkSxMXF4dy5c+jSpQsA4KmnnsKePXuwc+dOBAQEICUlBdOmTcNXX30FAGhubsakSZOgVCpx5MgRlJaWYtasWZBIJFizZo3tW0hkhqknd+h0OgBAUVGRM0IiIiIiIuoUzD1FD+icT9LTaerMDr3R1rhZrc0L/G/ojsrKSpvHTdQRViWksrOzDV5v27YNoaGhKCgoQExMDGpqarBlyxZkZGTg3nvvBQBs3boVAwYMwNGjRzFq1Cjk5OTg3Llz+Pzzz6FQKDBs2DCsWrUKixYtwooVK+Dj42O71hGZYe7JHTKZDJmZmZg3b56TIiMiIiIi8mx8ip55HRk3i8N2kLvp0D1yNTU1AICgoCAAQEFBAbRaLWJjY/V1+vfvj4iICOTn52PUqFHIz8/H4MGDDW7hi4+PR1JSEs6ePYs77rjDaD0ajQYajUb/ura2FgCg1Wqh1WoN6ra8vnm6u2D8jlFeXg4RBNzywHOQBN2iny71FgEAQu+ZgfLDO+DrLYKPl2A0f5PECzKZzGR5a2UdLW+tTCq+/tpcuchbBJlMBp1O55Lvj7t8dsxxl/hdPT4iIiLyfK09RQ/gk/SIOot2J6R0Oh0WLlyIu+66C4MGDQIAqFQq+Pj4IDAw0KCuQqGASqXS17kxGdVS3lJmSnp6OtLS0oym5+TkwM/Pz+Q8ubm5VrXH1TB++8vMzDRb9vqfJwN/nvzfV83GFe4cDSSONl3eWllHy9uaF8B7771nprwXMCUTJSUlKCkpMTmvK3CHz05rXD3++nqeiSQiIteSl5eHv/3tbygoKEBpaSl27dqFqVOn6stnz56N999/32Ce+Ph4g7s3qqqqsGDBAnz66acQi8VISEjA66+/Dn9/f0c1g9rB3BU9fJIeUefQ7oRUcnIyzpw5gy+//NKW8Zi0ePFipKam6l/X1tYiPDwccXFxkMvlBnW1Wi1yc3Mxfvx4SCQSu8dma4zfMU6fPo2YmBgoHl0LH0Vv/XSpWMCq4To8nXEMv3y63qi8xbXCL1CVvcFkeWtlHS1vrawl9jlz5kD+wAtG5Y1lF1GW8Tzy8vIwdOjQtjeSg7nLZ8ccd4m/5QpTIiIiV3Ht2jUMHToUc+bMwbRp00zWmTBhArZu3ap/LZVKDcpnzJiB0tJS5ObmQqvV4vHHH8f8+fORkZFh19iJiKj92pWQSklJQVZWFvLy8tCzZ0/9dKVSicbGRlRXVxtcJVVWVgalUqmvc/z4cYPllZWV6ctMkUqlRp0OAEgkErMHfq2VuQPGb19isRhqtRoNTQKEZpFReYO2ud3lHZm3o8sGALVaDR8T5ZomAWq1GmKx2KXfG1f/7LTF1eN35diIiKhzmjhxIiZOnNhqHalUavZYobCwENnZ2Thx4gSGDx8OANiwYQPuu+8+vPzyywgLC7N5zERE1HFWJaQEQcCCBQuwa9cuHDp0CJGRkQblUVFRkEgk2L9/PxISEgBcf1pZcXExoqOjAQDR0dFYvXo1ysvLERoaCuD6LS5yuRwDBw60RZuIiIiIiMiDHDp0CKGhoejWrRvuvfdevPjiiwgODgYA5OfnIzAwUJ+MAoDY2FiIxWIcO3YMDzzwgNHyrBmj1lbcZbxJa7WnXTqdzi5jqna0vKWsZVzZljFaXSWu9i77xrFkAc/6DPJ75RraG6dVCank5GRkZGTgk08+QdeuXfVjPgUEBEAmkyEgIABz585FamoqgoKCIJfLsWDBAkRHR2PUqFEAgLi4OAwcOBCPPfYY1q1bB5VKhaVLlyI5OdnkVVBERERERNR5TZgwAdOmTUNkZCR++OEHLFmyBBMnTkR+fj68vLygUqn0J7pbeHt7IygoyKZj1NqKq4832V7Wtut/47m66nitwKrhOheMqx3L/u9YsqWlpQA88zPoiW0C3Kdd7R2n1qqE1KZNmwAAY8eONZi+detWzJ49GwDw2muv6QcS1Gg0iI+Px1tvvaWv6+XlhaysLCQlJSE6OhpdunRBYmIiVq5c2a4GEBERERGR55o+fbr+/8GDB2PIkCHo06cPDh06hHHjxrVrmdaMUWsr7jLepLXa0y5z47m2cPZ4rRGzXsJLEyOw7KQYGp3IqnkdPY6sJeUtY8keOnQIpaWlHvUZ5PfKNbR3nFqrb9lri6+vLzZu3IiNGzeardOrVy/s3bvXmlUTERERERGhd+/eCAkJwYULFzBu3DgolUqUl5cb1GlqakJVVZVNx6i1FVcfb7K9rGlXR8ZzdcR4rZqm68e9Gp0ImhvqODuu9i77xrFkAc/8DHpimwD3aVd7YxTbOA4iIiIiIiK7+fnnn1FZWYkePXoAuD5GbXV1NQoKCvR1Dhw4AJ1Oh5EjRzorTCIiakO7nrJHRERERERkC3V1dbhw4YL+9aVLl3Dq1CkEBQUhKCgIaWlpSEhIgFKpxA8//IDnnnsOt912G+Lj4wEAAwYMwIQJEzBv3jxs3rwZWq0WKSkpmD59Op+wR0TkwpiQIiIiIiIipzl58iR+97vf6V+3jO2UmJiITZs24dtvv8X777+P6upqhIWFIS4uDqtWrTK45W7Hjh1ISUnBuHHj9OPZvvHGGw5vC5ErKyoqgr+/P06fPq2/fQ8AQkJCEBER4cTIqLNiQoqIiIiIiJxm7NixrY5Vu2/fvjaXERQUhIyMDFuGReQxmuuuACIR5s2bh8zMTMTExECtVuvLfWV+KPq+kEkpcjgmpIiIiIiIiIg8lE5TBwgCgiYsAAAoHl2Lhv8O3K6tvIzKrFdQUVHBhBQ5HBNSRERERERERB5OEnQLAMBH0dvk0/iIHI1P2SMiIrsoKSnBzJkzERwcDJlMhsGDB+PkyZP6ckEQsHz5cvTo0QMymQyxsbE4f/68wTKqqqowY8YMyOVyBAYGYu7cuairq3N0U4iIiIiIyMaYkCIiIpu7cuUK7rrrLkgkEnz22Wc4d+4cXnnlFXTr1k1fZ926dXjjjTewefNmHDt2DF26dEF8fDwaGhr0dWbMmIGzZ88iNzcXWVlZyMvLw/z5853RJCIiIiIisiHeskdERDb30ksvITw8HFu3btVPi4yM1P8vCALWr1+PpUuX4v777wcAfPDBB1AoFNi9ezemT5+OwsJCZGdn48SJExg+fDgAYMOGDbjvvvvw8ssv81HeRERERERujFdIERGRzf373//G8OHD8eCDDyI0NBR33HEH3n33XX35pUuXoFKpEBsbq58WEBCAkSNHIj8/HwCQn5+PwMBAfTIKAGJjYyEWi3Hs2DHHNYaIiIiIiGyOV0gRdTKFhYVmy0JCQvh0DbKJixcvYtOmTUhNTcWSJUtw4sQJPPHEE/Dx8UFiYiJUKhUAQKFQGMynUCj0ZSqVCqGhoQbl3t7eCAoK0te5mUajgUaj0b+ura0FAGi1Wmi1Wpu1z1ot63ZmDJZyp1gB94rXkbHqdDrIZDL4eovg4yUYlYu8RZDJZNDpdCbjcaftCrhXvO4Sq6vHR0RE7o8JKaJOornuCiASYebMmWbr+Mr8UPR9IZNS1GE6nQ7Dhw/HmjVrAAB33HEHzpw5g82bNyMxMdFu601PT0daWprR9JycHPj5+dltvZbKzc11dggWc6dYAfeK11GxZmZm/ve/ZhOlvYApmSgpKUFJSYnZZbjTdgXcK15Xj7W+vt7ZIRARkYdjQoqok9Bp6gBBQPDkpyEJDjcq11ZeRmXWK6ioqGBCijqsR48eGDhwoMG0AQMG4P/+7/8AAEqlEgBQVlaGHj166OuUlZVh2LBh+jrl5eUGy2hqakJVVZV+/pstXrwYqamp+te1tbUIDw9HXFwc5HJ5h9vVXlqtFrm5uRg/fjwkEonT4rCEO8UKuFe8joz19OnTiImJgeLRtfBR9DYqbyy7iLKM55GXl4ehQ4c6NVZbcKd43SXWlitMiYiI7IUJKaJORhIcDqnyNmeHQR7urrvuQlFRkcG0//znP+jVqxeA6wOcK5VK7N+/X5+Aqq2txbFjx5CUlAQAiI6ORnV1NQoKChAVFQUAOHDgAHQ6HUaOHGlyvVKpFFKp1Gi6RCJxiQM/V4nDEu4UK+Be8ToiVrFYDLVajYYmAUKzyKhc0yRArVZDLBa3Gos7bVfAveJ19VhdOTYiIvIMTEgREZHNPfXUUxg9ejTWrFmDhx56CMePH8c777yDd955BwAgEomwcOFCvPjii+jbty8iIyOxbNkyhIWFYerUqQCuX1E1YcIEzJs3D5s3b4ZWq0VKSgqmT5/OJ+wREREREbk5JqSIiMjmRowYgV27dmHx4sVYuXIlIiMjsX79esyYMUNf57nnnsO1a9cwf/58VFdXY8yYMcjOzoavr6++zo4dO5CSkoJx48ZBLBYjISEBb7zxhjOaRERERERENsSEFBER2cXkyZMxefJks+UikQgrV67EypUrzdYJCgpCRkaGPcIjIiIiIiInEjs7ACIiIiIiIiIi6lyYkCIiIiIiIiIiIodiQoqIiIiIiIiIiByKCSkiIiIiIiIiInIoDmpOHq24uBgVFRVG0wsLC50QDREREREREREBTEiRBysuLka//gPQoK53dihEREREREREdAMmpMhjVVRUoEFdj+DJT0MSHG5Qpr54EjVfbHdSZERERERERESdGxNS5PEkweGQKm8zmKatvOykaIiIiIiIiIiICSkiIiIiIiKiTqy1MXZDQkIQERHhwGios2BCioiIiIiIiKgTaq67AohEmDlzptk6vjI/FH1fyKQU2RwTUkRERERERESdkE5TBwiCyXF3getDnVRmvYKKigompMjmmJAiIiIiIiIi6sRMjbt7I97SR/bAhBQRERERERERGeEtfWRPTEgRERERERERkRHe0kf2xIQUEREREREREZnV1i19RO0hdnYARERERERERETUuTAhRURERERETpOXl4cpU6YgLCwMIpEIu3fvNigXBAHLly9Hjx49IJPJEBsbi/PnzxvUqaqqwowZMyCXyxEYGIi5c+eirq7Oga0gIiJrMSFFREREREROc+3aNQwdOhQbN240Wb5u3Tq88cYb2Lx5M44dO4YuXbogPj4eDQ0N+jozZszA2bNnkZubi6ysLOTl5WH+/PmOagIREbUDx5AiIiIiIiKnmThxIiZOnGiyTBAErF+/HkuXLsX9998PAPjggw+gUCiwe/duTJ8+HYWFhcjOzsaJEycwfPhwAMCGDRtw33334eWXX0ZYWJjD2kJERJZjQoqIiIiIiFzSpUuXoFKpEBsbq58WEBCAkSNHIj8/H9OnT0d+fj4CAwP1ySgAiI2NhVgsxrFjx/DAAw8YLVej0UCj0ehf19bWAgC0Wi20Wq1d2tKyXHst31nMtevnn39GZWWlyXmKioogk8ng6y2Cj5dgVN4k8TJb3lpZR8tbyqTeIgCAVGz5uh0RV0eXbapdHV22yFsEmUwGnU7nlM92Z/teuar2xsmEFBERERERuSSVSgUAUCgUBtMVCoW+TKVSITQ01KDc29sbQUFB+jo3S09PR1pamtH0nJwc+Pn52SJ0s3Jzc+26fGexpl3+/v7IzMz876tm4wp3jgYSR5sub62so+UGZcCq4ToXjKujy76pXR1dNnoBUzJRUlKCkpISE+WOwe+Vc9XX17drPiakiMhAYWGh2bKQkBBEREQ4MBoiIiIi21u8eDFSU1P1r2traxEeHo64uDjI5XK7rFOr1SI3Nxfjx4+HRCKxyzqcwVS7Tp8+jZiYGARNWABJ0C1G86h//Aa1R/4JxaNr4aPobVR+rfALVGVvMFneWllHy1vKIma9hJcmRmDZSTE0OpHLxNXRZZtqV0eX3Vh2EWUZzyMvLw9Dhw41Kre3zvS9cmUtV5laiwkpIgIANNddAUQizJw502wdX5kfir4vZFKKiIiIHEKpVAIAysrK0KNHD/30srIyDBs2TF+nvLzcYL6mpiZUVVXp57+ZVCqFVCo1mi6RSOx+8OeIdTjDje0Si8VQq9VolofBO6SPUd2msmKo1Wo0NAkQmkVG5Q3aZrPlrZV1tLylTNN0/dY0jU4EzQ11nB1XR5dtql0dXbamSYBarYZYLHbq57ozfK9cWXtjZEKKiAAAOk0dIAgInvw0JMHhRuXaysuozHoFFRUVTEgRERGRQ0RGRkKpVGL//v36BFRtbS2OHTuGpKQkAEB0dDSqq6tRUFCAqKgoAMCBAweg0+kwcuRIZ4VORERtYEKK3FpxcTEqKipMlrV26xmZJwkOh1R5m7PDICIiok6irq4OFy5c0L++dOkSTp06haCgIERERGDhwoV48cUX0bdvX0RGRmLZsmUICwvD1KlTAQADBgzAhAkTMG/ePGzevBlarRYpKSmYPn06n7BHROTCxM4OgKi9iouL0a//AERFRZn8a+3WMyJyrLVr10IkEmHhwoX6aQ0NDUhOTkZwcDD8/f2RkJCAsrIyg/mKi4sxadIk+Pn5ITQ0FM8++yyampocHD0REdnTyZMncccdd+COO+4AAKSmpuKOO+7A8uXLAQDPPfccFixYgPnz52PEiBGoq6tDdnY2fH199cvYsWMH+vfvj3HjxuG+++7DmDFj8M477zilPUREZBleIUVuq6KiAg3qerO3mKkvnkTNF9udEBkR3ejEiRN4++23MWTIEIPpTz31FPbs2YOdO3ciICAAKSkpmDZtGr766isAQHNzMyZNmgSlUokjR46gtLQUs2bNgkQiwZo1a5zRFCIisoOxY8dCEIwfJ99CJBJh5cqVWLlypdk6QUFByMjIsEd4RERkJ7xCitxeyy1mN/95ByjanpmI7Kqurg4zZszAu+++i27duumn19TUYMuWLXj11Vdx7733IioqClu3bsWRI0dw9OhRANcfvX3u3Dls374dw4YNw8SJE7Fq1Sps3LgRjY2NzmoSERERERHZAK+QIiIiu0lOTsakSZMQGxuLF198UT+9oKAAWq0WsbGx+mn9+/dHREQE8vPzMWrUKOTn52Pw4MFQKP6XXI6Pj0dSUhLOnj2rv7XjRhqNBhqNRv+65RG0Wq0WWq3WHk20SMu6nRmDpdwpVsC94nVkrDqdDjKZDL7eIvh4GV95IvIWQSaTQafTmYzHnbYr4F7xukusrh4fERG5PyakiIjILj788EN8/fXXOHHihFGZSqWCj48PAgMDDaYrFAqoVCp9nRuTUS3lLWWmpKenIy0tzWh6Tk4O/Pz82tMMm8rNzXV2CBZzp1gB94rXUbFmZmb+979mE6W9gCmZKCkpQUlJidlluNN2BdwrXlePtb6+3tkhEBGRh2NCioiIbO7y5ct48sknkZubazDorL0tXrwYqamp+te1tbUIDw9HXFwc5HK5w+K4mVarRW5uLsaPHw+JROK0OCzhTrEC7hWvI2M9ffo0YmJioHh0LXwUvY3KG8suoizjeeTl5WHo0KFOjdUW3Cled4m15QpTIiIie2FCioiIbK6goADl5eX47W9/q5/W3NyMvLw8vPnmm9i3bx8aGxtRXV1tcJVUWVkZlEolAECpVOL48eMGy215Cl9LnZtJpVJIpVKj6RKJxCUO/FwlDku4U6yAe8XriFjFYjHUajUamgQIzSKjck2TALVaDbFY3Gos7rRdAfeK19VjdeXYiIjIM3BQcyIisrlx48bhu+++w6lTp/R/w4cPx4wZM/T/SyQS7N+/Xz9PUVERiouLER0dDQCIjo7Gd999h/Lycn2d3NxcyOVyDBw40OFtIiIiIiIi2+EVUkREZHNdu3bFoEGDDKZ16dIFwcHB+ulz585FamoqgoKCIJfLsWDBAkRHR2PUqFEAgLi4OAwcOBCPPfYY1q1bB5VKhaVLlyI5OdnkVVBEREREROQ+rL5CKi8vD1OmTEFYWBhEIhF2795tUC4IApYvX44ePXpAJpMhNjYW58+fN6hTVVWFGTNmQC6XIzAwEHPnzkVdXV2HGkJEjlFYWIivv/7a6K+4uNjZoZGbee211zB58mQkJCQgJiYGSqUSH3/8sb7cy8sLWVlZ8PLyQnR0NGbOnIlZs2Zh5cqVToyaiIiIiIhsweorpK5du4ahQ4dizpw5mDZtmlH5unXr8MYbb+D9999HZGQkli1bhvj4eJw7d04/sO2MGTNQWlqK3NxcaLVaPP7445g/fz4yMjI63iIisovmuiuASISZM2eaLPeV+aHo+0JEREQ4ODJyF4cOHTJ47evri40bN2Ljxo1m5+nVqxf27t1r58iIiIiIiMjRrE5ITZw4ERMnTjRZJggC1q9fj6VLl+L+++8HAHzwwQdQKBTYvXs3pk+fjsLCQmRnZ+PEiRMYPnw4AGDDhg2477778PLLLyMsLKwDzSEie9Fp6gBBQPDkpyEJDjco01ZeRmXWK6ioqGBCioiIiIiIiNpk0zGkLl26BJVKhdjYWP20gIAAjBw5Evn5+Zg+fTry8/MRGBioT0YBQGxsLMRiMY4dO4YHHnjAaLkajQYajUb/uuUxtFqtFlqt1qBuy+ubp7sLxm85nU4HmUwGX28RfLwEo/ImiZfZcnNlUvH1/31bmbe9y7ZFeWtlLbHbO66uigijR4g3eotQL5NBp9O1+73nZ98xXD0+IiIiIiLqHGyakFKpVAAAhUJhMF2hUOjLVCoVQkNDDYPw9kZQUJC+zs3S09ORlpZmND0nJwd+fn4m58nNzbU6flfC+C2TmZn53/+ajQvvHA0kjjZd3loZgFceHQk8ap9ld6i8rXkBvPfee46PC72AKZkoKSlBSUmJybgsxc++fdXX1zs7BCIiIvIQxcXF+qfhnj59GmLx9SGKCwsLnRkWEbkJt3jK3uLFi5Gamqp/XVtbi/DwcMTFxUEulxvU1Wq1yM3Nxfjx4yGRSBwdaocxfsudPn0aMTExUDy61uiKHQC4VvgFqrI3mCw3VyYVC1g1XIenM47hl0/X23TZtihvrawl9jlz5kD+wAsOjaux7CLKMp5HXl4ehg4dajSvJfjZd4yWK0yJiIiIOqK4uBj9+g+ACAIyMzMRExMDtVrt7LCIyI3YNCGlVCoBAGVlZejRo4d+ellZGYYNG6av05JFb9HU1ISqqir9/DeTSqUmH/EtkUjMHvi1VuYOGH/bxGIx1Go1GpoECM0io/IGbbPZ8tbKOlruzGUDgFqtho+D49I0CVCr1RCLxR1+3/nZty9Xjo2IiIjcR0VFBRrU9bjlgecAAIpH16Kh6fqwD+qLJ1HzxXZnhkdEbsCmCanIyEgolUrs379fn4Cqra3FsWPHkJSUBACIjo5GdXU1CgoKEBUVBQA4cOAAdDodRo4cactwiIiIiIiIqJ2Ki4tRUVFhsqzltjxJ0C0AAB9Fb/1JS23lZccESERuzeqEVF1dHS5cuKB/fenSJZw6dQpBQUGIiIjAwoUL8eKLL6Jv376IjIzEsmXLEBYWhqlTpwIABgwYgAkTJmDevHnYvHkztFotUlJSMH36dD5hj4xY0gkSEREREZFttdyS16Dm+JNEZB9WJ6ROnjyJ3/3ud/rXLWM7JSYmYtu2bXjuuedw7do1zJ8/H9XV1RgzZgyys7Ph6+urn2fHjh1ISUnBuHHjIBaLkZCQgDfeeMMGzSFPwk6QiIiIiMg5Wm7JC578NCTB4UblvC2PbmTuYoGQkBBEREQ4OBpyF1YnpMaOHQtBMH4kfAuRSISVK1di5cqVZusEBQUhIyPD2lVTJ8NOkIiIiIjIuSTB4ZAqbzOaztvyCACa664AIhFmzpxpstxX5oei7wuZlCKT3OIpe9S5sRMkIiIiIiJyPTpNHSAIJi8i0FZeRmXWK6ioqGBCikxiQoqIiIiIiIiI2s3cRQRErWFCioiIiIiIiIjsorWHUXGMqc6NCSkiIiIiIiIisqm2xpcCOMZUZ8eEFBE5RHFxMSoqKsyWd+vWzYHREBERERGRPbU2vhTAMaaICSkisiFzl+OWlpYi4Q8PQtOgNjtvt6BgbH1vi71CIyIiIiIiJ+D4UmQOE1JE1GGWXI4LoNWzI/X737JXeERERERERORimJAiog5r63Jc9cWTqPliO8+OEBEREREREQAmpIjIhswlnLSVl50QDREREREREbkqsbMDICIiIiIiIiKizoUJKSIiIiIiIiIicigmpIiIiIiIyGWtWLECIpHI4K9///768oaGBiQnJyM4OBj+/v5ISEhAWVmZEyMmIiJLcAwpIiIiIjdVXFyMiooKo+mFhYVOiIbIfm6//XZ8/vnn+tfe3v87jHnqqaewZ88e7Ny5EwEBAUhJScG0adPw1VdfOSNUIiKyEBNSRERERG6ouLgY/foPQIO63tmhENmdt7c3lEql0fSamhps2bIFGRkZuPfeewEAW7duxYABA3D06FGMGjXK0aESEZGFmJAiIiIiclHmroACrl8F1aCuR/DkpyEJDjcoU188iZovtjsiRCKHOH/+PMLCwuDr64vo6Gikp6cjIiICBQUF0Gq1iI2N1dft378/IiIikJ+fbzYhpdFooNFo9K9ra2sBAFqtFlqt1i5taFmuvZZvazqdDjKZDL7eIvh4CUblTRIvyGQySL1FAACpWDAqa2ve9pQ7Ytmm2uQKcXV02a72Xom8RZDJZNDpdO3+Xrjb98pS7tau9sbJhBQREdlceno6Pv74Y3z//feQyWQYPXo0XnrpJfTr109fp6GhAU8//TQ+/PBDaDQaxMfH46233oJCodDXKS4uRlJSEg4ePAh/f38kJiYiPT3d4FYNIk9l6RVQkuBwSJW3GUzTVl62Z2hEDjVy5Ehs27YN/fr1Q2lpKdLS0nD33XfjzJkzUKlU8PHxQWBgoME8CoUCKpXK7DLT09ORlpZmND0nJwd+fn62boKB3Nxcuy7fljIzM//7X7Nx4Z2jgcTR+perhuvMlLU1r5XlDlv2TW1ymbg6umwXeq/QC5iSiZKSEpSUlJgot5w7fa+s4S7tqq9v39Xa/EVPREQ2d/jwYSQnJ2PEiBFoamrCkiVLEBcXh3PnzqFLly4A2h7zo7m5GZMmTYJSqcSRI0dQWlqKWbNmQSKRYM2aNc5sHpFDVFRUmL0CCuBVUNR5TJw4Uf//kCFDMHLkSPTq1Qv/+te/IJPJ2rXMxYsXIzU1Vf+6trYW4eHhiIuLg1wu73DMpmi1WuTm5mL8+PGQSCR2WYctnT59GjExMVA8uhY+it5G5dcKv0BV9gZEzHoJL02MwLKTYmh0IoOytuZtT7kjlm2qTa4QV0eX7Wrvlfri16j490uAYHz1VAtfmR8KTp5Az549TZa72/fKUu7WrparTK3FhBQ5HQdkJfI82dnZBq+3bduG0NBQFBQUICYmxqIxP3JycnDu3Dl8/vnnUCgUGDZsGFatWoVFixZhxYoV8PHxcUbTiBzO1BVQAK+Cos4rMDAQv/nNb3DhwgWMHz8ejY2NqK6uNrhKqqyszOSYUy2kUimkUqnRdIlEYveDP0eswxbEYjHUajUamgQIzSKj8gZtM9RqNTRN15MJGp0Imv/Waylra972lDti2aba5ApxdXTZrvZe1dfVQl1v/sSLtvIyKrNewZUrVxAZGWlUfiN3+V5Zy13a1d4YmZAip+KArESdQ01NDQAgKCgIACwa8yM/Px+DBw82uIUvPj4eSUlJOHv2LO644w7HNoKIiFxCXV0dfvjhBzz22GOIioqCRCLB/v37kZCQAAAoKipCcXExoqOjnRwpEVnC3IkX8nxMSJFTtXY7Am9FIPIMOp0OCxcuxF133YVBgwYBgEVjfqhUKoNkVEt5S5kpzhik1hLuNDClO8UKuFe81sZq6YDC9hhI1p22K+Be8bpLrK4U3zPPPIMpU6agV69e+OWXX/DCCy/Ay8sLjzzyCAICAjB37lykpqYiKCgIcrkcCxYsQHR0NJ+wR0Tk4piQIpfAAVmJPFdycjLOnDmDL7/80u7rcuYgtZZwl4EpAfeKFXCveK2J1fIBhe0zkKw7bVfAveJ19VjbO0CtPfz888945JFHUFlZie7du2PMmDE4evQounfvDgB47bXXIBaLkZCQYPCQDCIicm1MSJHdtfXIaiLyXCkpKcjKykJeXp7BYJRKpbLNMT+USiWOHz9usLyysjJ9mSnOGKTWEu40MKU7xQq4V7zWxmrpgML2GEhWJpPhvffew5w5c6BWq43K2xpk1tE8+XPgLO0doNYePvzww1bLfX19sXHjRmzcuNFBEXkO/k4nImdiQorsimNEEXVOgiBgwYIF2LVrFw4dOmQ0EKUlY35ER0dj9erVKC8vR2hoKIDrVxTI5XIMHDjQ5HqdOUitJVwlDku4U6yAe8VraayWDihsj4FkhZ9PAQBk9/wRPvIwgzJrBpl1NE/8HDiLK8dGtsHf6UTkbExIkV3xkdVEnVNycjIyMjLwySefoGvXrvoxnwICAiCTySwa8yMuLg4DBw7EY489hnXr1kGlUmHp0qVITk42mXQiIuuZG0i2qfaX6+VBt8A7pI+jwyIiB+DvdCJyNiakyCH4yGqizmXTpk0AgLFjxxpM37p1K2bPng2g7TE/vLy8kJWVhaSkJERHR6NLly5ITEzEypUrHdUMIrvj7TJE5Gz8nU6uzlx/GBISgh49ejg4GrIlJqSIiMjmBDPj0tzIkjE/evXqhb1799oyNCKHa0k66XQ6ANfHhhKLxSgtLUXCHx6EpsF4jCYiIqLOrrnuCiASYebMmSbLfWV+OHf2jIOjIltiQoqIiIjITm4co0UmkyEzMxMxMTEGA4XzdhkiIiJjOk0dIAgm+8mW8QwrKyudFB3ZAhNSRERERHZy4xgtXRURAADFo2vR0CToE068XYaIiMg8c/0kuT8mpIiIiIjsTBIcDh9FbwDN8FH0htAsYsKJiIiIOjUmpIjIpbSMrXKjkJAQREREOCkiIiIypbVB17nfJiIiorYwIUVETtcyYCEAo7FVgOsDFhZ9X8iDGyIiF9DWILMAIJX64v/+7yOTTz9isoqIiIgAJqSIyAW0DFgI/G9slRYtAxZWVFTwAIaIyAW0NsgsADT8fBbVB/6OyZMnm5yfJxmIiMhWioqK4O/vz7ss3BQTUkTkUlrGViEiItfW6mDsbTwViScZiIioI1qu1p03b57JJ9gCPAHiDpiQog4rLi5GRUUFAECn0wH43zhArY0vQURERJ6LT0UiIiJ7ablaN2jCAgC8y8JdMSFFHVJcXIx+/QegQV0PAJDJZGYz1EREREQAB0QnIiLbkATdAoB3WbgrJqSoQyoqKtCgrtdflu/rfX0n0JKhVl88iZovtjs5SiIiInIFlgyIzlssiIiIOgcmpMgmWi7L9/ESADTrM9TaysvODo2IiMiubrx1/Wa8dd1QWwOi8xYLIiKizoMJKSIiIqJWtJZwKi0tRcIfHoSmgbepW4PjSxERERETUkRERERm3DxWojnmrvjhretEREREpjEhRURERGTGzWMl3qwl4WTuih/euk5EzmbuKk/eUkxEzsaEFFmEHRkREXVmTDg5Fp/CR2Qbll7lSUTkDExIUZvYkZEr4MEJEZHn41P4iGyrtas8eUsxdQbmjiF4/OAamJAiAG0/IYgdGTkLD06IiDoPPoWPyD5MXeXJKzzJk7V1DMHjB9fAhBRZfAUUOzJyBh6cEJEj8NZ018Kn8BERUUe0dgzB4wfXwYQUWTxgK5Ez8eCEiOyFt6a7n5sThTqdDgDw888/IzIy0hkhERGRC+IxhGtjQor0OGAruTOOMUVE7cUxVtyHuVswZDIZMjMzETV8BE598zX3+URERG6ACSkicmscY4qIbIW3prs+c7dg+HqLAAAN6nregkFERBbhCW3nY0KKiNyapWNMffHFFxgwYIBROTsbos6hrYd3kHu5OXno4yUAaAbAAwwiImodT2i7DiakPEhrP7YBQKPRQCqVGk3nD3HyBOZuOeUTNog6h59//hlXrlwxWVZaWoqEPzwITYPawVGRw7VxgCGV+uL//u8j9OjRw2Q5E1ZERJ6PD01yHUxIuZHWEk4W/dgWiQFBZ6foiFyTJU/YMHf1FMCDEyJ3ETV8BK5UVbZahw/v6ARaOcBo+Pksqg/8HZMnTzY7O09SEBF1Hm0NeM4rbu2PCSk3YekTgNr6sc0BW6mzMtXh8HJdIs9hydNi+fCOzqHV95m3eBMRURt4jOA4TktIbdy4EX/729+gUqkwdOhQbNiwAXfeeaezwnF5rT0BCLD8xzYHbCX6H16u6z7YZxBg+kphne5/V/4y4USW4C3eno39BRF1FMeodRynJKT++c9/IjU1FZs3b8bIkSOxfv16xMfHo6ioCKGhoc4IyW3wxzaR7bX3ct0bx2VrOSg+ffo0xGKxUXlb81tTBnSujo59RufRnlvTZTIZMjMzHREeeTje4u3+PLW/aO84sQDHiiXqiPaewOB4hZZzSkLq1Vdfxbx58/D4448DADZv3ow9e/bgvffew/PPP2/39be1U7fnB6StdXfr1s0u6yUi67V5ue4N47K1HBTHxMRArVYblbc1v1Vl6Fxn6p3dZ5B12nvgZOnA4zcnC3y9Re0PlsiE9t7i3dYBSMtn39QJDB6c2Iaz+4vW9n8ajQYSiQSA4Xt/Y3m7940cJ5bIoVo7gWHJeIWW9Bfm9hcd7S9a2085oy9yeEKqsbERBQUFWLx4sX6aWCxGbGws8vPzTc6j0Wig0Wj0r2tqagAAVVVV0Gq1BnW1Wi3q6+tRWVmpfxNvVFJSgnvGjkWD2vxOXeorwztvbzZ7JkUsFhvcImBpWXl5Oeb/6c+tdijygECsf+1VfPHFFwYfvPPnz8PX1xeiyksQdBqj+cRXS9tdbst5dd5AfX04dKWXITQ5L672LrslfvFVlVvFfWPsrhaXNeX19fX6z44rxI2K8/CVStE16vfw6hpsUKQtu4BrhV/oy3wlXqivr4cidi4atM1G5TdrrbyteZuvVuJqwb9x8eJFdOnSxTjuVly9ehUAIAiCVfM5i7V9hjX9hSXKy8tRVlZmtry1ff6N5TqdDvX19Qb7dkvnbU95R+Y1Faul81rSz7V24CQC0P2uh1r9zvigCZIbvq/eOqC+vt7l92+iykvQiTU26yPtH7cK9fX1EFX9BF1jgwvF1Xr/ba/t2Vp/AADaisu4dnY//vCHPxiV6f33sy+TybBx40bExcXpT2B05LdnW+UKhaJdVwexv7BOm8cYIjFkvlKj9/7G8o7sG9v6vWHX72PVT6iv727wG861928WLNtEm1wiLr5XFrXJUXHd/JsEAJqbrtmkvzC3v+hIf9HW7zRfmQyHDx3CLbfcYj42M9rdZwgOVlJSIgAQjhw5YjD92WefFe68806T87zwwgsCAP7xj3/845+N/i5fvuyIXX6HWdtnsL/gH//4xz/b/rG/4B//+Mc//ln6Z22f4RZP2Vu8eDFSU1P1r3U6HaqqqhAcHAyRyPBS/draWoSHh+Py5cuQy+WODrXDGL9zuXP87hw7wPgdRRAEXL16FWFhYc4OxS6s6S8cyV0+H4B7xQq4V7yM1X7cKV53iZX9he25y3tvLU9slye2CfDMdnlimwD3a1d7+wyHJ6RCQkLg5eVldAtEWVkZlEqlyXmkUqnRPdWBgYGtrkcul7vFG2cO43cud47fnWMHGL8jBAQEODsEi1nbZ7Snv3Akd/h8tHCnWAH3ipex2o87xesOsbK/sA93eO/bwxPb5YltAjyzXZ7YJsC92tWePsN4cAg78/HxQVRUFPbv36+fptPpsH//fkRHRzs6HCIicmHsM4iIyBLsL4iI3I9TbtlLTU1FYmIihg8fjjvvvBPr16/HtWvX9E/EICIiasE+g4iILMH+gojIvTglIfXwww/j119/xfLly6FSqTBs2DBkZ2dDoVB0eNlSqRQvvPCCycemugPG71zuHL87xw4wfjLPnn2Go7jT58OdYgXcK17Gaj/uFK87xepuXL2/8NT33hPb5YltAjyzXZ7YJsBz23UzkSC4ybNciYiIiIiIiIjIIzh8DCkiIiIiIiIiIurcmJAiIiIiIiIiIiKHYkKKiIiIiIiIiIgcigkpIiIiIiIiIiJyKI9KSG3cuBG33norfH19MXLkSBw/ftzZIVkkPT0dI0aMQNeuXREaGoqpU6eiqKjI2WG129q1ayESibBw4UJnh2KxkpISzJw5E8HBwZDJZBg8eDBOnjzp7LAs0tzcjGXLliEyMhIymQx9+vTBqlWr4KrPK8jLy8OUKVMQFhYGkUiE3bt3G5QLgoDly5ejR48ekMlkiI2Nxfnz550TrAmtxa/VarFo0SIMHjwYXbp0QVhYGGbNmoVffvnFeQGT3bT1WZ49ezZEIpHB34QJEwzqVFVVYcaMGZDL5QgMDMTcuXNRV1dn81gt6WcaGhqQnJyM4OBg+Pv7IyEhAWVlZQZ1iouLMWnSJPj5+SE0NBTPPvssmpqaHB7r2LFjjbbtn//8Z4fHCgCbNm3CkCFDIJfLIZfLER0djc8++0xf7irb1ZJYXWm73szUbwtX2raWxOvK25faz532r9Zwp31be7nbfsWcFStWGO1b+vfvry93xzYBbR+fWXLM4KjfWZa69dZbjd4rkUiE5ORkAO77XnWI4CE+/PBDwcfHR3jvvfeEs2fPCvPmzRMCAwOFsrIyZ4fWpvj4eGHr1q3CmTNnhFOnTgn33XefEBERIdTV1Tk7NKsdP35cuPXWW4UhQ4YITz75pLPDsUhVVZXQq1cvYfbs2cKxY8eEixcvCvv27RMuXLjg7NAssnr1aiE4OFjIysoSLl26JOzcuVPw9/cXXn/9dWeHZtLevXuFv/71r8LHH38sABB27dplUL527VohICBA2L17t3D69Gnh97//vRAZGSmo1WrnBHyT1uKvrq4WYmNjhX/+85/C999/L+Tn5wt33nmnEBUV5byAyW7a+iwnJiYKEyZMEEpLS/V/VVVVBnUmTJggDB06VDh69KjwxRdfCLfddpvwyCOP2DxWS/qZP//5z0J4eLiwf/9+4eTJk8KoUaOE0aNH68ubmpqEQYMGCbGxscI333wj7N27VwgJCREWL17s8FjvueceYd68eQbbtqamxuGxCoIg/Pvf/xb27Nkj/Oc//xGKioqEJUuWCBKJRDhz5owgCK6zXS2J1ZW2643M/bZwpW1rSbyuun2pY9xp/2oNd9q3tYe77Vda88ILLwi33367wb7l119/1Ze7Y5ssOT6z5JjBUb+zLFVeXm7wPuXm5goAhIMHDwqC4J7vVUd5TELqzjvvFJKTk/Wvm5ubhbCwMCE9Pd2JUbVPeXm5AEA4fPiws0OxytWrV4W+ffsKubm5wj333OM2CalFixYJY8aMcXYY7TZp0iRhzpw5BtOmTZsmzJgxw0kRWe7mg3idTicolUrhb3/7m35adXW1IJVKhczMTCdE2DpTSYibHT9+XAAg/PTTT44JipzCXELq/vvvNzvPuXPnBADCiRMn9NM+++wzQSQSCSUlJXaK9Lqb+5nq6mpBIpEIO3fu1NcpLCwUAAj5+fmCIFxPwInFYkGlUunrbNq0SZDL5YJGo3FYrIIgtNnHOCvWFt26dRP+/ve/u/R2vTlWQXDN7Wrut4WrbtvWfgu54vYl23On/au13Gnf1hp326+05YUXXhCGDh1qssxd29TW8ZklxwzO/J1lqSeffFLo06ePoNPp3Pa96iiPuGWvsbERBQUFiI2N1U8Ti8WIjY1Ffn6+EyNrn5qaGgBAUFCQkyOxTnJyMiZNmmTwPriDf//73xg+fDgefPBBhIaG4o477sC7777r7LAsNnr0aOzfvx//+c9/AACnT5/Gl19+iYkTJzo5MutdunQJKpXK4DMUEBCAkSNHuuV3Gbj+fRaJRAgMDHR2KOQEhw4dQmhoKPr164ekpCRUVlbqy/Lz8xEYGIjhw4frp8XGxkIsFuPYsWN2jevmfqagoABardbgu9e/f39ERETov3v5+fkYPHgwFAqFvk58fDxqa2tx9uxZh8XaYseOHQgJCcGgQYOwePFi1NfX68ucFWtzczM+/PBDXLt2DdHR0S69XW+OtYWrbVdzvy1cddu29VvI1bYv2Z477V8t5U77Nku4237FEufPn0dYWBh69+6NGTNmoLi4GID7tqmt4zNLjhmc+TvLEo2Njdi+fTvmzJkDkUjktu9VR3k7OwBbqKioQHNzs8EbAwAKhQLff/+9k6JqH51Oh4ULF+Kuu+7CoEGDnB2OxT788EN8/fXXOHHihLNDsdrFixexadMmpKamYsmSJThx4gSeeOIJ+Pj4IDEx0dnhten5559HbW0t+vfvDy8vLzQ3N2P16tWYMWOGs0OzmkqlAgCT3+WWMnfS0NCARYsW4ZFHHoFcLnd2OORgEyZMwLRp0xAZGYkffvgBS5YswcSJE5Gfnw8vLy+oVCqEhoYazOPt7Y2goCC7ft5N9TMqlQo+Pj5GidMbv3sqlcrkd7OlzFGxAsCjjz6KXr16ISwsDN9++y0WLVqEoqIifPzxx06J9bvvvkN0dDQaGhrg7++PXbt2YeDAgTh16pTLbVdzsQKut11b+23hip/Ztn4Ludr2Jdtzp/2rJdxp32Ypd9uvWGLkyJHYtm0b+vXrh9LSUqSlpeHuu+/GmTNn3LZNbR2fWXLM4KzfWZbavXs3qqurMXv2bADu+/nrKI9ISHmS5ORknDlzBl9++aWzQ7HY5cuX8eSTTyI3Nxe+vr7ODsdqOp0Ow4cPx5o1awAAd9xxB86cOYPNmze7RULqX//6F3bs2IGMjAzcfvvtOHXqFBYuXIiwsDC3iN9TabVaPPTQQxAEAZs2bXJ2OOQE06dP1/8/ePBgDBkyBH369MGhQ4cwbtw4p8XlTv2MuVjnz5+v/3/w4MHo0aMHxo0bhx9++AF9+vRxdJjo168fTp06hZqaGnz00UdITEzE4cOHHR6HJczFOnDgQJfaru7228KSeF1p+5J9uNP+1RLutG+zhLvtVyx1410RQ4YMwciRI9GrVy/861//gkwmc2Jk7efux2eW2LJlCyZOnIiwsDBnh+JUHnHLXkhICLy8vIxGoC8rK4NSqXRSVNZLSUlBVlYWDh48iJ49ezo7HIsVFBSgvLwcv/3tb+Ht7Q1vb28cPnwYb7zxBry9vdHc3OzsEFvVo0cP/dnhFgMGDNBf6urqnn32WTz//POYPn06Bg8ejMceewxPPfUU0tPTnR2a1Vq+r+7+XW5JRv3000/Izc3l1VEEAOjduzdCQkJw4cIFANc/7+Xl5QZ1mpqaUFVVZbfPu7l+RqlUorGxEdXV1Qb1b/zuKZVKk9/NljJHxWrKyJEjAcBg2zoyVh8fH9x2222IiopCeno6hg4ditdff90lt6u5WE1x5nZt67eFQqFwqW3bnt9Czv7ckm250/7VUu60b7OEu+1X2iswMBC/+c1vcOHCBbd9r9o6PrPkmMEZv7Ms9dNPP+Hzzz/HH//4R/00d32vOsojElI+Pj6IiorC/v379dN0Oh32799vMC6CqxIEASkpKdi1axcOHDiAyMhIZ4dklXHjxuG7777DqVOn9H/Dhw/HjBkzcOrUKXh5eTk7xFbdddddRo/n/c9//oNevXo5KSLr1NfXQyw2/Cp7eXlBp9M5KaL2i4yMhFKpNPgu19bW4tixY27xXQb+l4w6f/48Pv/8cwQHBzs7JHIRP//8MyorK9GjRw8AQHR0NKqrq1FQUKCvc+DAAeh0Ov2Bqq201c9ERUVBIpEYfPeKiopQXFys/+5FR0fju+++M/hx15JwvflHoz1jNeXUqVMAYLBtHRGrOTqdDhqNxqW2a1uxmuLM7drWb4vhw4e71LZtz28hV/vcUvu40/61o9xp32aKu+1X2quurg4//PADevTo4bbvVVvHZ5YcMzjyd5a1tm7ditDQUEyaNEk/zV3fqw5z6pDqNvThhx8KUqlU2LZtm3Du3Dlh/vz5QmBgoMEI9K4qKSlJCAgIEA4dOmTwGMj6+npnh9Zu7vSUvePHjwve3t7C6tWrhfPnzws7duwQ/Pz8hO3btzs7NIskJiYKt9xyi5CVlSVcunRJ+Pjjj4WQkBDhueeec3ZoJl29elX45ptvhG+++UYAILz66qvCN998o38K3dq1a4XAwEDhk08+Eb799lvh/vvvN3qEqzO1Fn9jY6Pw+9//XujZs6dw6tQpg++zuz75gsxr7bNw9epV4ZlnnhHy8/OFS5cuCZ9//rnw29/+Vujbt6/Q0NCgX8aECROEO+64Qzh27Jjw5ZdfCn379rXL44gt6Wf+/Oc/CxEREcKBAweEkydPCtHR0UJ0dLS+vOVRw3FxccKpU6eE7OxsoXv37jZ/1HBbsV64cEFYuXKlcPLkSeHSpUvCJ598IvTu3VuIiYlxeKyCIAjPP/+8cPjwYeHSpUvCt99+Kzz//POCSCQScnJyBEFwne3aVqyutl1Nufm3hStt27bidYftS+3jTvtXa7jTvq0j3G2/YsrTTz8tHDp0SLh06ZLw1VdfCbGxsUJISIhQXl4uCIJ7tsmS4zNLjhkc9TvLGs3NzUJERISwaNEiozJ3fK86ymMSUoIgCBs2bBAiIiIEHx8f4c477xSOHj3q7JAsAsDk39atW50dWru5U0JKEATh008/FQYNGiRIpVKhf//+wjvvvOPskCxWW1srPPnkk0JERITg6+sr9O7dW/jrX//qsgmQgwcPmvy8JyYmCoJw/TGuy5YtExQKhSCVSoVx48YJRUVFzg36Bq3Ff+nSJbPf54MHDzo7dLKx1j4L9fX1QlxcnNC9e3dBIpEIvXr1EubNm2d0kqSyslJ45JFHBH9/f0EulwuPP/64cPXqVZvHakk/o1arhb/85S9Ct27dBD8/P+GBBx4QSktLDZbz448/ChMnThRkMpkQEhIiPP3004JWq3VorMXFxUJMTIwQFBQkSKVS4bbbbhOeffZZoaamxuGxCoIgzJkzR+jVq5fg4+MjdO/eXRg3bpz+gE0QXGe7thWrq21XU27+beFK27ateN1h+1L7uNP+1RrutG/rCHfbr5jy8MMPCz169BB8fHyEW265RXj44YeFCxcu6MvdsU2C0PbxmSXHDI76nWWNffv2CQBMHt+463vVESJBEASbX3ZFRERERERERERkhkeMIUVERERERERERO6DCSkiIiIiIiIiInIoJqSIiIiIiIiIiMihmJAiIiIiIiIiIiKHYkKKiIiIiIiIiIgcigkpIiIiIiIiIiJyKCakiIiIiIiIiIjIoZiQIiIiIiIiIiIih2JCioiIiIiIiIiIHIoJKSIiIiIiIiIicigmpIiIiIiIiIiIyKGYkCIiIiIiIiIiIodiQoqIiIiIiIiIiByKCSkiIiIiIiIiInIoJqSIiIiIiIiIiMihmJAiIiIiIiIiIiKHYkKKiIiIiIiIiIgcigkpIjNWrFgBkUjk7DDabdu2bRCJRDh58qSzQyEisgmRSIQVK1boX7fspysqKmy2jrFjx2Ls2LE2W54j/fjjjxCJRHj55ZedHQoREVlo9uzZ8Pf3t6juzf2gOaaOY2699VbMnj27HRES2Q8TUkRERORwR44cwYoVK1BdXe3sUNzO3r17LTogISIi2/DEPuvcuXNYsWIFfvzxR2eHQp0YE1JEZixduhRqtdrZYRAReaQjR44gLS3Nqh/3arUaS5cutV9QbmLv3r1IS0tzdhhERJ1Ge/ose+hIP1hUVIR3331X//rcuXNIS0tjQoqcigkpcknXrl1zdgjw9vaGr6+vs8OwWkNDA3Q6nbPDICKyCZ1Oh4aGBgCAr68vvL29nRwRERFRx7XneKcj/aBUKoVEImnXvET2woQU2d0333yDiRMnQi6Xw9/fH+PGjcPRo0f15S1jHR0+fBh/+ctfEBoaip49e+rLN27ciN69e0Mmk+HOO+/EF198YTTGR2NjI5YvX46oqCgEBASgS5cuuPvuu3Hw4EGDWG4cX+Odd95Bnz59IJVKMWLECJw4ccKgrrkxpLZv344777wTfn5+6NatG2JiYpCTk2PVNikpKcHcuXMRFhYGqVSKyMhIJCUlobGxEQBQVVWFZ555BoMHD4a/vz/kcjkmTpyI06dPGyzn0KFDEIlE+PDDD7F06VLccsst8PPzQ21trb5OfX09/vSnPyE4OBhyuRyzZs3ClStXjGJ66623cPvtt0MqlSIsLAzJyclGZ4HGjh2LQYMG4dy5c/jd734HPz8/3HLLLVi3bp1V7Seizm3FihV49tlnAQCRkZEQiUQQiUT6fXRKSgp27Nih3ydlZ2cDMD92RnV1NWbPno3AwEAEBATg8ccfR319vUGdrVu34t5770VoaCikUikGDhyITZs2WRRveXk55s6dC4VCAV9fXwwdOhTvv/++QZ0b+5eWfsvPzw9xcXG4fPkyBEHAqlWr0LNnT8hkMtx///2oqqoyWtdnn32Gu+++G126dEHXrl0xadIknD17Vl8+e/ZsbNy4Ub89Wv5u1lYf9+2332L27Nno3bs3fH19oVQqMWfOHFRWVhrUa+kLL1y40OY2Bq73kVFRUZDJZAgKCsL06dNx+fJlgzrnz59HQkIClEolfH190bNnT0yfPh01NTVtvBNERI7XVp+1bds2o3nMjXl47tw5PProo+jWrRvGjBljMM/FixcRHx+PLl26ICwsDCtXroQgCK0uFwC+/PJLjBgxAr6+vujTpw/efvttk+24cQypbdu24cEHHwQA/O53v9O36dChQ0hMTERISAi0Wq3RMuLi4tCvX7/WNheRVXiakezq7NmzuPvuuyGXy/Hcc89BIpHg7bffxtixY3H48GGMHDlSX/cvf/kLunfvjuXLl+vPGGzatAkpKSm4++678dRTT+HHH3/E1KlT0a1bN4OkVW1tLf7+97/jkUcewbx583D16lVs2bIF8fHxOH78OIYNG2YQV0ZGBq5evYo//elPEIlEWLduHaZNm4aLFy+2euYgLS0NK1aswOjRo7Fy5Ur4+Pjg2LFjOHDgAOLi4izaJr/88gvuvPNOVFdXY/78+ejfvz9KSkrw0Ucfob6+Hj4+Prh48SJ2796NBx98EJGRkSgrK8Pbb7+Ne+65B+fOnUNYWJjBMletWgUfHx8888wz0Gg08PHx0ZelpKQgMDAQK1asQFFRETZt2oSffvpJn8wCrneSaWlpiI2NRVJSkr7eiRMn8NVXXxlskytXrmDChAmYNm0aHnroIXz00UdYtGgRBg8ejIkTJ1q0DYioc5s2bRr+85//IDMzE6+99hpCQkIAAN27dwcAHDhwAP/617+QkpKCkJAQ3Hrrra0u76GHHkJkZCTS09Px9ddf4+9//ztCQ0Px0ksv6ets2rQJt99+O37/+9/D29sbn376Kf7yl79Ap9MhOTnZ7LLVajXGjh2LCxcuICUlBZGRkdi5cydmz56N6upqPPnkkwb1d+zYgcbGRixYsABVVVVYt24dHnroIdx77704dOgQFi1ahAsXLmDDhg145pln8N577+nn/cc//oHExETEx8fjpZdeQn19PTZt2oQxY8bgm2++wa233oo//elP+OWXX5Cbm4t//OMfJmO2pI/Lzc3FxYsX8fjjj0OpVOLs2bN45513cPbsWRw9etQoyWXJNl69ejWWLVuGhx56CH/84x/x66+/YsOGDYiJicE333yDwMBANDY2Ij4+HhqNBgsWLIBSqURJSQmysrJQXV2NgICAVt9rIiJHM9dntecKpwcffBB9+/bFmjVrDJJNzc3NmDBhAkaNGoV169YhOzsbL7zwApqamrBy5Uqzy/vuu+8QFxeH7t27Y8WKFWhqasILL7wAhULRahwxMTF44okn8MYbb2DJkiUYMGAAAGDAgAF47LHH8MEHH2Dfvn2YPHmyfh6VSoUDBw7ghRdesLrdRGYJRHY0depUwcfHR/jhhx/003755Reha9euQkxMjCAIgrB161YBgDBmzBihqalJX0+j0QjBwcHCiBEjBK1Wq5++bds2AYBwzz336Kc1NTUJGo3GYN1XrlwRFAqFMGfOHP20S5cuCQCE4OBgoaqqSj/9k08+EQAIn376qX7aCy+8INz4FTl//rwgFouFBx54QGhubjZYl06ns3ibzJo1SxCLxcKJEyeMylqW09DQYLSOS5cuCVKpVFi5cqV+2sGDBwUAQu/evYX6+nqD+i3bNSoqSmhsbNRPX7dunQBA+OSTTwRBEITy8nLBx8dHiIuLM1jnm2++KQAQ3nvvPf20e+65RwAgfPDBB/ppGo1GUCqVQkJCgsXbgIjob3/7mwBAuHTpksF0AIJYLBbOnj1rNA8A4YUXXtC/btlP37ifFwRBeOCBB4Tg4GCDaTfvIwVBEOLj44XevXsbTLvnnnsM+pf169cLAITt27frpzU2NgrR0dGCv7+/UFtbKwjC//qX7t27C9XV1fq6ixcvFgAIQ4cONejLHnnkEcHHx0doaGgQBEEQrl69KgQGBgrz5s0ziEelUgkBAQEG05OTkwVTP+Gs6eNMbY/MzEwBgJCXl6efZuk2/vHHHwUvLy9h9erVBvW+++47wdvbWz/9m2++EQAIO3fuNFo/EZGrMtVntexzt27dalTfXH/1yCOPGNVNTEwUAAgLFizQT9PpdMKkSZMEHx8f4ddffzW73KlTpwq+vr7CTz/9pJ927tw5wcvLy6if6NWrl5CYmKh/vXPnTgGAcPDgQYN6zc3NQs+ePYWHH37YYPqrr74qiEQi4eLFi0ZtIGov3rJHdtPc3IycnBxMnToVvXv31k/v0aMHHn30UXz55ZcGt5bNmzcPXl5e+tcnT55EZWUl5s2bZ3Cv9IwZM9CtWzeDdXl5eemvCtLpdKiqqkJTUxOGDx+Or7/+2ii2hx9+2GAZd999N4Drl8qas3v3buh0OixfvhxiseFXx9TtEqbodDrs3r0bU6ZMwfDhw43KW5YjlUr162hubkZlZSX8/f3Rr18/k+1JTEyETCYzuc758+cbXOGUlJQEb29v7N27FwDw+eefo7GxEQsXLjRo17x58yCXy7Fnzx6D5fn7+2PmzJn61z4+Prjzzjtb3XZERNa45557MHDgQIvr//nPfzZ4fffdd6OystKgj7lxH1lTU4OKigrcc889uHjxYqu3iu3duxdKpRKPPPKIfppEIsETTzyBuro6HD582KD+gw8+aHCVT8uVwDNnzjToy0aOHInGxkaUlJQAuH7FUnV1NR555BFUVFTo/7y8vDBy5EijW9BbY0kfd+P2aGhoQEVFBUaNGgUAJvuZtrbxxx9/DJ1Oh4ceesggfqVSib59++rjb9k2+/btM3nLHxGRJ7t5X3qjlJQU/f8tt683Njbi888/N1m/ubkZ+/btw9SpUxEREaGfPmDAAMTHx7c7RrFYjBkzZuDf//43rl69qp++Y8cOjB49GpGRke1eNtHNmJAiu/n1119RX19v8j7jAQMGQKfTGYwrcfPO7aeffgIA3HbbbQbTvb29Td6+8f7772PIkCHw9fVFcHAwunfvjj179pg80Lhxpw1A/8Pd1NhKLX744QeIxWKrDpJu9uuvv6K2thaDBg1qtZ5Op8Nrr72Gvn37QiqVIiQkBN27d8e3335rsj2tdQx9+/Y1eO3v748ePXron6jRsp1vfp98fHzQu3dvfXmLnj17GiXgunXr1uq2IyKyhrU/di3Zp3/11VeIjY1Fly5dEBgYiO7du2PJkiUA0GpC6qeffkLfvn2NTkS03N5w8z7y5lhaEjDh4eEmp7fEeP78eQDAvffei+7duxv85eTkoLy83GyMN7Nke1RVVeHJJ5+EQqGATCZD9+7d9du9Pf3m+fPnIQgC+vbtaxR/YWGhPv7IyEikpqbi73//O0JCQhAfH4+NGzdy/Cgi6hTM9W9isdjgBD4A/OY3vwEAs0/B+/XXX6FWq41+6wPGv+utNWvWLKjVauzatQvA9Sf0FRQU4LHHHuvQcoluxjGkyGWYu8LHEtu3b8fs2bMxdepUPPvsswgNDYWXlxfS09Pxww8/GNW/8UqsGwk3DRzoLGvWrMGyZcswZ84crFq1CkFBQRCLxVi4cKHJJ+h1ZNtZy9W3HRG5P2v3aW3tl3744QeMGzcO/fv3x6uvvorw8HD4+Phg7969eO2112z6ZFJzsbQVY0sM//jHP6BUKo3qWfNUJUv20w899BCOHDmCZ599FsOGDYO/vz90Oh0mTJhgcntYEr9IJMJnn31msq6/v7/+/1deeQWzZ8/GJ598gpycHDzxxBNIT0/H0aNHDcaHJCJyZebukGhubjY7jyN/s3fEwIEDERUVhe3bt2PWrFnYvn07fHx88NBDDzk7NPIwTEiR3XTv3h1+fn4oKioyKvv+++8hFosRHh5u9OSfFr169QIAXLhwAb/73e/005uamvDjjz9iyJAh+mkfffQRevfujY8//tigc7DloHt9+vSBTqfDuXPnjAZJt1T37t0hl8tx5syZVut99NFH+N3vfoctW7YYTK+urtYPpGip8+fPG2y/uro6lJaW4r777gPwv+1cVFRkcGamsbERly5dQmxsrFXrIyKyhKW3OtvCp59+Co1Gg3//+98GV/pYchtcr1698O2330Kn0xlcJfX999/ry22hT58+AIDQ0NA297sd3XZXrlzB/v37kZaWhuXLl+unt1yl1R59+vSBIAiIjIzUn9VvzeDBgzF48GAsXboUR44cwV133YXNmzfjxRdfbHcMRET2Ymq/23Kl6M1Ppb75yllL6HQ6XLx40WD/+Z///AcAzD7Yo3v37pDJZCb33aaOv27WVl8ya9YspKamorS0FBkZGZg0aZLRsClEHcVb9shuvLy8EBcXh08++cTgUtOysjJkZGRgzJgxkMvlZucfPnw4goOD8e6776KpqUk/fceOHUa3h7Wcjb3x7O+xY8eQn59vo9YAU6dOhVgsxsqVK43OHlt6dZBYLMbUqVPx6aef4uTJk0blLcvx8vIyWubOnTv1Y41Y45133jF4bOumTZvQ1NSkfyJebGwsfHx88MYbbxisc8uWLaipqcGkSZOsXicRUVu6dOkCwPiHvD2Y6iNqamqwdevWNue97777oFKp8M9//lM/rampCRs2bIC/vz/uuecem8QYHx8PuVyONWvWmHzU9q+//qr/v6PbztT2AID169e3a3nA9adQeXl5IS0tzWi5giCgsrISwPWn4t7YpwPXk1NisRgajabd6ycisidT+125XI6QkBDk5eUZ1H3rrbfatY4333xT/78gCHjzzTchkUgwbtw4k/W9vLwQHx+P3bt3o7i4WD+9sLAQ+/bta3N9bfUljzzyCEQiEZ588klcvHjRYAxZIlvhFVJkVy+++CJyc3MxZswY/OUvf4G3tzfefvttaDQarFu3rtV5fXx8sGLFCixYsAD33nsvHnroIfz444/Ytm0b+vTpY5DVnzx5Mj7++GM88MADmDRpEi5duoTNmzdj4MCBqKurs0lbbrvtNvz1r3/FqlWrcPfdd2PatGmQSqU4ceIEwsLCkJ6ebtFy1qxZg5ycHNxzzz2YP38+BgwYgNLSUuzcuRNffvklAgMDMXnyZKxcuRKPP/44Ro8eje+++w47duwwurfcEo2NjRg3bhweeughFBUV4a233sKYMWPw+9//HsD1syuLFy9GWloaJkyYgN///vf6eiNGjGDnQ0R2ERUVBQD461//iunTp0MikWDKlCl2WVdcXBx8fHwwZcoU/OlPf0JdXR3effddhIaGorS0tNV558+fj7fffhuzZ89GQUEBbr31Vnz00Uf46quvsH79enTt2tUmMcrlcmzatAmPPfYYfvvb32L69Ono3r07iouLsWfPHtx11136g5WWbffEE08gPj4eXl5emD59ulXriomJwbp166DVanHLLbcgJycHly5danf8ffr0wYsvvojFixfjxx9/xNSpU9G1a1dcunQJu3btwvz58/HMM8/gwIEDSElJwYMPPojf/OY3aGpqwj/+8Q94eXkhISGh3esnIrInc33WH//4R6xduxZ//OMfMXz4cOTl5emvbLKGr68vsrOzkZiYiJEjR+Kzzz7Dnj17sGTJEnTv3t3sfGlpacjOzsbdd9+Nv/zlL/oTJrfffju+/fbbVtc5bNgweHl54aWXXkJNTQ2kUinuvfdehIaGArh+jDBhwgTs3LkTgYGBPElNdsGEFNnV7bffji+++AKLFy9Geno6dDodRo4cie3bt+ufPNSalJQUCIKAV155Bc888wyGDh2Kf//733jiiSfg6+urrzd79myoVCq8/fbb2LdvHwYOHIjt27dj586dOHTokM3as3LlSkRGRmLDhg3461//Cj8/PwwZMsSqAf5uueUWHDt2DMuWLcOOHTtQW1uLW265BRMnToSfnx8AYMmSJbh27RoyMjLwz3/+E7/97W+xZ88ePP/881bH/Oabb2LHjh1Yvnw5tFotHnnkEbzxxhsGCb0VK1age/fuePPNN/HUU08hKCgI8+fPx5o1awye0EdEZCsjRozAqlWrsHnzZmRnZ0On03UoIdKafv364aOPPsLSpUvxzDPPQKlUIikpCd27d8ecOXNanVcmk+HQoUN4/vnn8f7776O2thb9+vXD1q1bMXv2bJvG+eijjyIsLAxr167F3/72N2g0Gtxyyy24++678fjjj+vrTZs2DQsWLMCHH36I7du3QxAEqxJSAJCRkYEFCxZg48aNEAQBcXFx+OyzzxAWFtbu+J9//nn85je/wWuvvYa0tDQA1wdzj4uL058EGTp0KOLj4/Hpp5+ipKQEfn5+GDp0KD777DP9U/6IiFyNuT5r+fLl+PXXX/HRRx/hX//6FyZOnIjPPvtMn9SxlJeXF7Kzs5GUlIRnn30WXbt2xQsvvGBwW7UpQ4YMwb59+5Camorly5ejZ8+eSEtLQ2lpaZsJKaVSic2bNyM9PR1z585Fc3MzDh48aBD7rFmzkJWVhYceeghSqdSqNhFZQiRwJGJyMzqdDt27d8e0adPw7rvvOjscIiIiIiIij/PJJ59g6tSpyMvLw9133+3scMgDcQwpcmkNDQ1GY1F88MEHqKqqwtixY50TFBERERERkYd799130bt3b4wZM8bZoZCH4i175NKOHj2Kp556Cg8++CCCg4Px9ddfY8uWLRg0aBAefPBBZ4dnoK6urs3xqrp372720dlERERERETO9uGHH+Lbb7/Fnj178Prrrzv0ybjUufCWPXJpP/74I5544gkcP34cVVVVCAoKwn333Ye1a9dafW+2va1YsUI/ZoY5ly5dMvvoViIiIiIiImcTiUTw9/fHww8/jM2bN8Pbm9exkH0wIUVkIxcvXsTFixdbrTNmzBiDwdiJiIiIiIiIOiMmpIiIiIiIiIiIyKE4qDkRERERERERETmUW94MqtPp8Msvv6Br164cYI2IyAqCIODq1asICwuDWOz55yTYXxARtQ/7CyIislR7+wy3TEj98ssvCA8Pd3YYRERu6/Lly+jZs6ezw7A79hdERB3D/oKIiCxlbZ/hlgmprl27ArjeWLlc7uRorKfVapGTk4O4uDhIJBJnh2NXnaWtnaWdQOdpq6e2s7a2FuHh4fr9qKOsXbsWixcvxpNPPon169cDABoaGvD000/jww8/hEajQXx8PN566y0oFAr9fMXFxUhKSsLBgwfh7++PxMREpKenW/y0l/b2F57w/ntCGwDPaIcntAFgO1yJI9rgrP7CWdz5+MITPtOWYDs9C9vpObRaLXbv3o0//vGPVvcZbpmQarmMVi6Xu12HAVx/w/z8/CCXyz32Q9mis7S1s7QT6Dxt9fR2OvJ2hBMnTuDtt9/GkCFDDKY/9dRT2LNnD3bu3ImAgACkpKRg2rRp+OqrrwAAzc3NmDRpEpRKJY4cOYLS0lLMmjULEokEa9assWjd7e0vPOH994Q2AJ7RDk9oA8B2uBJHtqGz3L7mzscXnvCZtgTb6VnYTs/R0kbA+j7D828IJyIip6mrq8OMGTPw7rvvolu3bvrpNTU12LJlC1599VXce++9iIqKwtatW3HkyBEcPXoUAJCTk4Nz585h+/btGDZsGCZOnIhVq1Zh48aNaGxsdFaTiIiIiIjIBpiQIiIiu0lOTsakSZMQGxtrML2goABardZgev/+/REREYH8/HwAQH5+PgYPHmxwC198fDxqa2tx9uxZxzSAiIiIiIjswi1v2SMiItf34Ycf4uuvv8aJEyeMylQqFXx8fBAYGGgwXaFQQKVS6evcmIxqKW8pM0Wj0UCj0ehf19bWArh+KbFWq7U49pa61szjajyhDYBntMMT2gCwHa7EEW1w5+1DRETugQkpIiKyucuXL+PJJ59Ebm4ufH19Hbbe9PR0pKWlGU3PycnR39tujdzcXFuE5VSe0AbAM9rhCW0A2A5XYs821NfX223ZREREABNSRERkBwUFBSgvL8dvf/tb/bTm5mbk5eXhzTffxL59+9DY2Ijq6mqDq6TKysqgVCoBAEqlEsePHzdYbllZmb7MlMWLFyM1NVX/uuUpUXFxcVYPap6bm4vx48e77QCUntAGwDPa4QltANgOV+KINrRcYUpERGQvTEgRmVFcXIyKigqz5SEhIYiIiHBgRETuY9y4cfjuu+8Mpj3++OPo378/Fi1ahPDwcEgkEuzfvx8JCQkAgKKiIhQXFyM6OhoAEB0djdWrV6O8vByhoaEArl8NIJfLMXDgQJPrlUqlkEqlRtMlEkm7DtraO58r8YQ2AJ7Rjva0wRX7Ik94LwDPaIc92+Du24bIGVxxn03kypiQIjKhuLgY/foPQIPa/OXqvjI/FH1fyE6FyISuXbti0KBBBtO6dOmC4OBg/fS5c+ciNTUVQUFBkMvlWLBgAaKjozFq1CgAQFxcHAYOHIjHHnsM69atg0qlwtKlS5GcnGwy6UTkadgXERG5D+6ziazHhBSRCRUVFWhQ1yN48tOQBIcblWsrL6My6xVUVFSwQyFqp9deew1isRgJCQnQaDSIj4/HW2+9pS/38vJCVlYWkpKSEB0djS5duiAxMRErV650YtREjsO+iIjIfXCfTWQ9JqSIWiEJDodUeZuzwyDyCIcOHTJ47evri40bN2Ljxo1m5+nVqxf27t1r58iIXBv7IiIi98F9NpHlxM4OgIiIiIiIiIiIOhcmpIiIiIiIiIiIyKF4yx4RERERERGRAxQWFpotCwkJQY8ePRwYDZFzMSFFREREREREZEfNdVcAkQgzZ840W8dX5odzZ8+YLCsuLkZFRYXZeUNCQjhYOrkdqxJS6enp+Pjjj/H9999DJpNh9OjReOmll9CvXz99nbFjx+Lw4cMG8/3pT3/C5s2b9a+Li4uRlJSEgwcPwt/fH4mJiUhPT4e3N/Nj5Dit7dRbO3NBRERERERkDZ2mDhCENp/CV1lZaVRWXFyMfv0HoEFdb3b5vjI/FH1fyKQUuRWrMkCHDx9GcnIyRowYgaamJixZsgRxcXE4d+4cunTpoq83b948g8dy+/n56f9vbm7GpEmToFQqceTIEZSWlmLWrFmQSCRYs2aNDZpE1DZLdupERERERES21J6n8FVUVKBBXd9mMquiooIJKXIrViWksrOzDV5v27YNoaGhKCgoQExMjH66n58flEqlyWXk5OTg3Llz+Pzzz6FQKDBs2DCsWrUKixYtwooVK+Dj49OOZhBZp62duvriSdR8sd0JkRERERERERlrTzKLyJV16B65mpoaAEBQUJDB9B07dmD79u1QKpWYMmUKli1bpr9KKj8/H4MHD4ZCodDXj4+PR1JSEs6ePYs77rjDaD0ajQYajUb/ura2FgCg1Wqh1Wo70gSnaInZHWO3lqu2VafTQSaToasiAj6K3kblXrW/oFEmg6+3CD5eglG5yFsEmUwGnU5n8Dl0tXbaQ2dpq6e209PaQ0RERERE7qndCSmdToeFCxfirrvuwqBBg/TTH330UfTq1QthYWH49ttvsWjRIhQVFeHjjz8GAKhUKoNkFAD9a5VKZXJd6enpSEtLM5qek5NjcDugu8nNzXV2CA7jim3NzMz873/NxoV3jgYSR5svRy9gSiZKSkpQUlKin+qK7bSXztJWT2tnfT1vUyUiIiIiIudrd0IqOTkZZ86cwZdffmkwff78+fr/Bw8ejB49emDcuHH44Ycf0KdPn3ata/HixUhNTdW/rq2tRXh4OOLi4iCXy9vXACfSarXIzc3F+PHjIZFInB2OXblqW0+fPo2YmBgoHl1r8gqpa4VfoCp7g9nyxrKLKMt4Hnl5eRg6dKjLttMeOktbPbWdLVeYEhEREREROVO7ElIpKSnIyspCXl4eevbs2WrdkSNHAgAuXLiAPn36QKlU4vjx4wZ1ysrKAMDsuFNSqRRSqdRoukQicesDRXeP3xqu1laxWAy1Wo2GJgFCs8iovEHb3Gq5pkmAWq2GWCw2aJertdOeOktbPa2dntQWIiIiIiJyX1YlpARBwIIFC7Br1y4cOnQIkZGRbc5z6tQpAECPHj0AANHR0Vi9ejXKy8sRGhoK4PotMXK5HAMHDrQyfCLnKiwsBHD9Flbg+pVXYrEYISEhfMIFERERERERkRlWJaSSk5ORkZGBTz75BF27dtWP+RQQEACZTIYffvgBGRkZuO+++xAcHIxvv/0WTz31FGJiYjBkyBAAQFxcHAYOHIjHHnsM69atg0qlwtKlS5GcnGzyKigiV9RcdwUQiTBz5kwAgEwmQ2ZmJmJiYqBWq+Er80PR94VMShERERERERGZYFVCatOmTQCAsWPHGkzfunUrZs+eDR8fH3z++edYv349rl27hvDwcCQkJGDp0qX6ul5eXsjKykJSUhKio6PRpUsXJCYmYuXKlR1vDXU6xcXFqKioMFturyuVdJo6QBAQPPlpSILD4et9/bY+xaNrcbWsGJVZr6CiooIJKSIiIiIiIiITrL5lrzXh4eE4fPhwm8vp1asX9u7da82qiYwUFxejX/8BaFCbf2qYva9UkgSHQ6q8DT5eAoBm+Ch6Q9LU+veEiIiIiIiIqLNr91P2iJytoqICDep6/VVKN9NWXuaVSkREREREREQuiAkpcnstVykREREREbrkZkwAAEm6SURBVBERkXtgQoqIiIiIiIjIAubGsG15+jYRWU7s7ACIiIiIiKhzSk9Px4gRI9C1a1eEhoZi6tSpKCoqMqjT0NCA5ORkBAcHw9/fHwkJCSgrKzOoU1xcjEmTJsHPzw+hoaF49tln0dTU5MimUCfQMoZtVFSU0V/L07eJyHK8QoqIiIiIiJzi8OHDSE5OxogRI9DU1IQlS5YgLi4O586dQ5cuXQAATz31FPbs2YOdO3ciICAAKSkpmDZtGr766isAQHNzMyZNmgSlUokjR46gtLQUs2bNgkQiwZo1a5zZPPIwrY1hq754EjVfbHdSZETuiQkpIiIiIiJyiuzsbIPX27ZtQ2hoKAoKChATE4Oamhps2bIFGRkZuPfeewEAW7duxYABA3D06FGMGjUKOTk5OHfuHD7//HMoFAoMGzYMq1atwqJFi7BixQr4+Pg4o2nkwUyNYautvOykaIjcF2/ZIyIiIiIil1BTUwMACAoKAgAUFBRAq9UiNjZWX6d///6IiIhAfn4+ACA/Px+DBw+GQqHQ14mPj0dtbS3Onj3rwOiJiMgavEKKiIiIiIicTqfTYeHChbjrrrswaNAgAIBKpYKPjw8CAwMN6ioUCqhUKn2dG5NRLeUtZaZoNBpoNBr969raWgCAVquFVqu1SXscpSVed4vbWq7QTp1OB5lMBl9vEXy8BIOyJomX2TJLykXeIshkMuh0OgCG7WxtvTfP6y6fA1d4Px2hM7SzI21jQoo8nqknXvApGERERESuJTk5GWfOnMGXX35p93Wlp6cjLS3NaHpOTg78/Pzsvn57yM3NdXYIDuHsdmZmZv73v2bDgjtHA4mjTZdZUo5ewJRMlJaWAjBup9n13jBvSUkJSkpK2m6EC3H2++konaWd1mJCijxWc90VQCTiEy+IiIiIXFxKSgqysrKQl5eHnj176qcrlUo0Njaiurra4CqpsrIyKJVKfZ3jx48bLK/lKXwtdW62ePFipKam6l/X1tYiPDwccXFxkMvltmqWQ2i1WuTm5mL8+PGQSCTODsduXKGdp0+fRkxMDBSProWPordB2bXCL1CVvcFkmSXljWUXUZbxPA4dOoTS0lKDdra23hvnfffdd9GvXz+TsQcHBxt8t5zNFd5PR+gM7dRqtfjkk0/aNS8TUuSxdJo6QBD4FAwiIiIiFyUIAhYsWIBdu3bh0KFDiIyMNCiPioqCRCLB/v37kZCQAAAoKipCcXExoqOjAQDR0dFYvXo1ysvLERoaCuD61QhyuRwDBw40uV6pVAqpVGo0XSKRuO1BozvHbg1ntlMsFkOtVqOhSYDQLDIoa9A2my2zpFzTJECtVkMsvj7M843tbG29AFBfXQV1Q0OrJ+J9ZX4o+r4QERERVrXZ3vi57dyYkCKPx6dgEBEREbmm5ORkZGRk4JNPPkHXrl31Yz4FBARAJpMhICAAc+fORWpqKoKCgiCXy7FgwQJER0dj1KhRAIC4uDgMHDgQjz32GNatWweVSoWlS5ciOTnZZNKJyNO0diIeuH7sU5n1CioqKlwuIUWdGxNSRHbS2jhVISEh7AyIiIio09u0aRMAYOzYsQbTt27ditmzZwMAXnvtNYjFYiQkJECj0SA+Ph5vvfWWvq6XlxeysrKQlJSE6OhodOnSBYmJiVi5cqWjmkHkEkydiCdyZUxIEdmYJWNXueols0RERESOJAjGTwy7ma+vLzZu3IiNGzeardOrVy/s3bvXlqEREZGdMSFFZGO8ZJaIiIiIiIiodUxIEdkJL5klIiIiIiIiMk3s7ACIiIiIiIiIiKhzYUKKiIiIiIiIiIgcirfsEREREREREXk4c08B5xPAyVmYkCJyEnMdAsBOgYiIiIiIbKOtp4DzCeDkLExIETlYWx0CwE6B3N+mTZuwadMm/PjjjwCA22+/HcuXL8fEiRMBAA0NDXj66afx4YcfQqPRID4+Hm+99RYUCoV+GcXFxUhKSsLBgwfh7++PxMREpKenw9ubXRcRERF5pqKiIvj7++P06dMQi6+PsNPaiWxLtPYUcD4BnJyJv+qJHKy1DgFgp0CeoWfPnli7di369u0LQRDw/vvv4/7778c333yD22+/HU899RT27NmDnTt3IiAgACkpKZg2bRq++uorAEBzczMmTZoEpVKJI0eOoLS0FLNmzYJEIsGaNWuc3DoiIiIi22o5aT1v3jxkZmYiJiYGarXaputo7SngvHuDnMGqhFR6ejo+/vhjfP/995DJZBg9ejReeukl9OvXT1+HZ72JLNNah0Dk7qZMmWLwevXq1di0aROOHj2Knj17YsuWLcjIyMC9994LANi6dSsGDBiAo0ePYtSoUcjJycG5c+fw+eefQ6FQYNiwYVi1ahUWLVqEFStWwMfHxxnNIiIiIrKLlpPWQRMWAAAUj65FQ5MAAFBfPImaL7bbZb28e4OcyaoM0OHDh5GcnIwRI0agqakJS5YsQVxcHM6dO4cuXboAAM96ExGRgebmZuzcuRPXrl1DdHQ0CgoKoNVqERsbq6/Tv39/REREID8/H6NGjUJ+fj4GDx5scDIjPj4eSUlJOHv2LO644w5nNIWIiIg8XHFxMSoqKkyWdfTWOUtIgm4BAPgoekNoFgG4fgeFvfDuDXImqxJS2dnZBq+3bduG0NBQFBQUICYmBjU1NTzrTUREAIDvvvsO0dHRaGhogL+/P3bt2oWBAwfi1KlT8PHxQWBgoEF9hUIBlUoFAFCpVAbJqJbyljJzNBoNNBqN/nVtbS0AQKvVQqvVWhx7S11r5nE1ntAGwDPa0d426HQ6yGQy+HqL4OMlGJWLvEWQyWTQ6XQO2T6e8F4AntEOR7TBnbcPUXsVFxejX/8BaFDXOzsUh+PdG+QMHbpHrqamBgAQFBQEADzrTUREev369cOpU6dQU1ODjz76CImJiTh8+LBd15meno60tDSj6Tk5OfDz87N6ebm5ubYIy6k8oQ2AZ7SjPW3IzMz873/NJkp7AVMyUVJSgpKSkg7FZg1PeC8Az2iHPdtQX9/5DsiJKioq0KCuN3u1kD1vnSPqjNqdkNLpdFi4cCHuuusuDBo0CMD1s9b2OOttqzPersITzsxZyp5tbevMcZPEy2x5a2XtKZeKr9eRigX4dnDZjj7jba3O8vn11HY6sj0+Pj647bbrZ9qioqJw4sQJvP7663j44YfR2NiI6upqg/6irKwMSqUSAKBUKnH8+HGD5ZWVlenLzFm8eDFSU1P1r2traxEeHo64uDjI5XKLY9dqtcjNzcX48eMhkUgsns+VeEIbAM9oR3vbcPr0acTExEDx6Fr4KHoblTeWXURZxvPIy8vD0KFDbRmySZ7wXgCe0Q5HtKHl9zZRZ2TuaiF73jpH1Bm1OyGVnJyMM2fO4Msvv7RlPCbZ+oy3q/CEM3OWsldbWz1zfOdoIHG06fLWyjpQvmq4DhjewWU76Yy3tTrL59fT2unMM946nQ4ajQZRUVGQSCTYv38/EhISAFx/xHFxcTGio6MBANHR0Vi9ejXKy8sRGhoK4Pp7IZfLMXDgQLPrkEqlkEqlRtMlEkm7DtraO58r8YQ2AJ7RDmvbIBaLoVar0dAk6McRuZGmSYBarYZYLHbotvGE9wLwjHbYsw3uvm2IiMj1tSshlZKSgqysLOTl5aFnz5766Uql0i5nvW11xttVeMKZOUvZs61tnTm+VvgFqrI3mCxvraw95VKxgFXDdVh2Uoyqs192aNmOPuNtrc7y+fXUdjrqjPfixYsxceJERERE4OrVq8jIyMChQ4ewb98+BAQEYO7cuUhNTUVQUBDkcjkWLFiA6OhojBo1CgAQFxeHgQMH4rHHHsO6deugUqmwdOlSJCcnm0w4ERERERGRe7EqISUIAhYsWIBdu3bh0KFDiIyMNCi311lvW5/xdhXuHr817NHWts4cN2ibzZa3VtaRco1O1OFlO+uMt7U6y+fX09rpqLaUl5dj1qxZKC0tRUBAAIYMGYJ9+/Zh/PjxAIDXXnsNYrEYCQkJ0Gg0iI+Px1tvvaWf38vLC1lZWUhKSkJ0dDS6dOmCxMRErFy50iHxExERERGRfVmVkEpOTkZGRgY++eQTdO3aVT/mU0BAAGQyGc96ExERAGDLli2tlvv6+mLjxo3YuHGj2Tq9evXC3r17bR0aERERERG5AKsSUps2bQIAjB071mD61q1bMXv2bAA8601ERERERERERK2z+pa9tvCsNxERERERERERtUbs7ACIiIiIiIiIiKhzYUKKiIiIiIiIiIgcyqpb9ogcrbi4GBUVFSbLCgsLHRwNEREREREREdkCE1LksoqLi9Gv/wA0qOudHQoRERERERER2RATUuSyKioq0KCuR/DkpyEJDjcqV188iZovtjshMscwdwVYSEgIIiIiHBwNERERERERke0wIUUuTxIcDqnyNqPp2srLTojG/prrrgAiEWbOnGmy3Ffmh6LvC5mUIiIiIiIiIrfFhBSRi9Fp6gBBMHllmLbyMiqzXkFFRQUTUkRERERE7WBunFqOUUvkWExIEbkoc1eGERERERFR+3CcWiLXwYQUERERERERdQqtjVPr6WPUErkasbMDICIiIiKizisvLw9TpkxBWFgYRCIRdu/ebVA+e/ZsiEQig78JEyYY1KmqqsKMGTMgl8sRGBiIuXPnoq6uzoGtIHfTcjfCjX/eAQpnh0XUqTAhRURERERETnPt2jUMHToUGzduNFtnwoQJKC0t1f9lZmYalM+YMQNnz55Fbm4usrKykJeXh/nz59s7dCIi6gDeskdERETkJOYG1gU4uC51HhMnTsTEiRNbrSOVSqFUKk2WFRYWIjs7GydOnMDw4cMBABs2bMB9992Hl19+GWFhYTaPmYiIOo4JKSIiIiIn4MC6RJY7dOgQQkND0a1bN9x777148cUXERwcDADIz89HYGCgPhkFALGxsRCLxTh27BgeeOABo+VpNBpoNBr969raWgCAVquFVqu1c2tsqyVed4vbWrZqp06ng0wmg6+3CD5egkFZk8TLbFlb5R2Z98ZyqbcIACAVC1bPa4+4Rd4iyGQy6HQ6m37G+Ln1HB1pGxNSRERERE7Q2sC6AAfXJWoxYcIETJs2DZGRkfjhhx+wZMkSTJw4Efn5+fDy8oJKpUJoaKjBPN7e3ggKCoJKpTK5zPT0dKSlpRlNz8nJgZ+fn13aYW+5ubnODsEhbNHO/93y2WxYcOdoIHG06bK2yjsyr1E5sGq4zk7LtjJu9ML/t3f3cVHW+f74XzMwDEOGhMQAKS6aq1ZKLiRhrccCuanjWrKdSGwpXfytRzwZbd500lLrYG7tevSYnt1NrUeiW+eUntyTOWlKN0iCqZsSq8YvlLg5wCJyNw7M5/uHzazD3DDAzFxzXbyej8c8YuZzXVfvt3NzXdf7uj6fD2btRk1NDWpqahy0Dw4/t0MbC1IkOWfdFdhVgYiIlODSpUsAgFOnTkGt/vvwnZb9nGVg3d5MTRd9EyCRn8vOzrb+PWnSJEyePBljx47FkSNHkJKSMqBtrly5EgUFBdbnra2tGDVqFNLS0hAaGjromH3JZDLBYDBg5syZ0Gg0UofjNZ7K89SpU5g+fTr0c9cjSD/Gpq294lM0H9jssK2v9sGse3177C9ewSuZsVhVpobRrPLotgcS99X6b1FftALFxcWIj4+3ax8ofm6Vw2QyYd++fQNalwUpkhS7KxARkZJVV1cjIfEu7Nj+BqZPn47Ozk6pQyKSvTFjxiAiIgLnz59HSkoKoqKi0NDQYLNMd3c3mpubnY47pdVqodVq7V7XaDSyPWmUc+z9Mdg81Wo1Ojs70dUtIHpUNm1dph6nbX21D2bd69uN3de6zRnNKhh/WM5T2x5I3MZugc7OTqjVaq98vvi5HdpYkCJJuequwK4KREQkd5b9HADo565HV/ffx+fgfo5oYC5duoSmpiZER0cDAJKTk9HS0oLy8nIkJCQAAA4fPgyz2YykpCQpQyWJcMIIInlgQYr8gqPuCuyq4JyrHWlERARiY2N9GA0REbkjSD/G5uoz93NE17S1teH8+fPW51VVVTh58iTCw8MRHh6ONWvWICsrC1FRUbhw4QKWLVuGW2+9Fenp6QCAiRMnIiMjA3l5edi2bRtMJhPy8/ORnZ3NGfaGIPbAIJIPFqSIZKSn7W+ASoV58+Y5XSZYF4LKbypYlCIiIiJZKCsrw3333Wd9bhnbKTc3F1u3bsXp06fx5ptvoqWlBTExMUhLS8O6detsutzt2rUL+fn5SElJgVqtRlZWFjZt2uTzXEh6nDCCSD5YkCKSEbOxDRDC6Q7W1HQRTftfQ2NjIwtSREREJAszZsyAEPbTzVt89NFHfW4jPDwcRUVFngyLZI4TRhD5PxakiGTI2Q6WiIiGHmfduNmFm4iIiPwZC1JEREREMtRXN2524SYiIiJ/xoIUERERkQy56sbNLtxERETk79T9XaG4uBizZs1CTEwMVCoV9u7da9P+xBNPQKVS2TwyMjJslmlubkZOTg5CQ0MRFhaGBQsWoK2tbVCJEBEREQ1Flm7c1z8cjTNIREQ0UBUVFThx4oTDR3V1tdThkUz1+w6p9vZ2xMfHY/78+ZgzZ47DZTIyMrBjxw7r8+tnwACAnJwc1NbWwmAwwGQy4cknn8TChQs5ECERERGRBzkbXwrgGFNERNQ3zvJN3tTvglRmZiYyMzNdLqPVahEVFeWwraKiAgcOHMDx48eRmJgIANi8eTMeeOABvPrqq4iJielvSERERER0HZ5AEBGRJ3CWb/Imr4whdeTIEURGRuKmm27C/fffj5deegkjRowAAJSUlCAsLMxajAKA1NRUqNVqlJaW4uGHH/ZGSERERERDBk8giIjIkzjLN3mDxwtSGRkZmDNnDuLi4nDhwgU899xzyMzMRElJCQICAlBXV4fIyEjbIAIDER4ejrq6OofbNBqNMBqN1uetra0AAJPJBJPJ5OkUvM4Ssxxj76++cjWbzdDpdAgOVCEoQNi0dWsCnLYNtt3T29aqry2jVQsESxi3KlAFnU4Hs9nstc/XUPn8KjVPpeVDRK7xBIKIiIj8lccLUtnZ2da/J02ahMmTJ2Ps2LE4cuQIUlJSBrTNwsJCrFmzxu71gwcPIiQkZMCxSs1gMEgdgs+4ynX37t0//NVj2zB1GpA7zXHbYNu9tO11iWYgUcK4MRqYtRs1NTWoqalx0O45Q+Xzq7Q8Ozo6pA6BiIiIiIjIO132rjdmzBhERETg/PnzSElJQVRUFBoaGmyW6e7uRnNzs9Nxp1auXImCggLr89bWVowaNQppaWkIDQ31avzeYDKZYDAYMHPmTGg0GqnD8aq+cj116hSmT58O/dz1CNKPsWlrr/gUzQc2O2wbbLunt61VC6xLNGNVmRrNZz6TLO6r9d+ivmgFiouLER8fb9fuCUPl86vUPC13mBIREREREUnJ6wWpS5cuoampCdHR0QCA5ORktLS0oLy8HAkJCQCAw4cPw2w2IykpyeE2tFqt3Ux9AKDRaGR9oij3+PvDWa5qtRqdnZ3o6hYQPSqbti5Tj9O2wbZ7a9tGs0rSuI3dAp2dnaisrIRarbZr9+SMSkPl86u0PJWUCxERERERyVe/C1JtbW04f/689XlVVRVOnjyJ8PBwhIeHY82aNcjKykJUVBQuXLiAZcuW4dZbb0V6ejoAYOLEicjIyEBeXh62bdsGk8mE/Px8ZGdnc4Y9okHqa1YlzqhERERERERE/qDfBamysjLcd9991ueWrnS5ubnYunUrTp8+jTfffBMtLS2IiYlBWloa1q1bZ3OH065du5Cfn4+UlBSo1WpkZWVh06ZNHkiHaGhzNasSZ1QiIiIiIiIif9HvgtSMGTMghP3sXhYfffRRn9sIDw9HUVFRf//XROQmzqpEUissLMR7772Hb775BjqdDtOmTcMrr7yC8ePHW5fp6urCM888gz179sBoNCI9PR2vv/469Hq9dZnq6mosWrQIn3zyCYYNG4bc3FwUFhYiMNDrPc6JiIiIiMiL7AeZISIiGqSjR49i8eLFOHbsGAwGA0wmE9LS0tDe3m5d5umnn8YHH3yAd999F0ePHsX333+POXPmWNt7enrw4IMP4urVq/jiiy/w5ptvYufOnVi9erUUKRERERERkQfxEjMREXncgQMHbJ7v3LkTkZGRKC8vx/Tp03H58mW88cYbKCoqwv333w8A2LFjByZOnIhjx47h7rvvxsGDB3H27Fl8/PHH0Ov1uPPOO7Fu3TosX74cL774IoKCgqRIjYiIiIiIPIAFKSIi8rrLly8DuNZlGwDKy8thMpmQmppqXWbChAmIjY1FSUkJ7r77bpSUlGDSpEk2XfjS09OxaNEinDlzBlOmTLH7/xiNRhiNRuvz1tZWAIDJZILJZHI7Xsuy/VnH3yghB0D+eZjNZuh0OgCAVm075EG3JgA6nQ7BgSoEBdgPhzCY9r7WVQWqoNPpYDab3f63lft7YaGEPHyRg5z/fYiISB5YkCIiIq8ym81YunQp7rnnHtxxxx0AgLq6OgQFBSEsLMxmWb1ej7q6Ousy1xejLO2WNkcKCwuxZs0au9cPHjyIkJCQfsduMBj6vY6/UUIOgLzz2L59OwBgXaLZtmHqNCB32g9PeuxXHEx7X+tiNDBrN2pqalBTU9N3EteR83txPSXk4c0cOjo6vLZtIiIigAUpIiLyssWLF+Prr7/GZ5995vX/18qVK62zvwLX7pAaNWoU0tLSEBoa6vZ2TCYTDAYDZs6cCY1G441QvU4JOQDyz+PUqVNIT0/H9u3bsapMDaNZZW1rr/gUzQc2Qz93PYL0Y+zWHUx7X+terf8W9UUr8Ic//MFmsoHrjRgxAiNHjrQ+l/t7YaGEPHyRg+UOUyIiIm9hQYqIiLwmPz8f+/fvR3Fxsc2JbVRUFK5evYqWlhabu6Tq6+sRFRVlXebLL7+02V59fb21zRGtVgutVmv3ukajGdBJ20DX8ydKyAGQbx5qtRqdnZ0AAKNZBWPP3wtSXaYedHZ2oqtbQFz3uifa+1q3o6UZnV1dmDdvntPYg3UhqPymArGxsTavy/W96E0JeXgzB7n/25CyVVdXo7Gx0WFbRUWFj6MhooFiQYqIiDxOCIElS5bg/fffx5EjRxAXF2fTnpCQAI1Gg0OHDiErKwsAUFlZierqaiQnJwMAkpOT8fLLL6OhoQGRkZEArnVPCQ0NxW233ebbhIgUxmxsA4TAiH98BpoRo+zaTU0X0bT/NTQ2NtoVpIiIpHTp0iXcdvsd6Opkt1IiuWNBioiIPG7x4sUoKirCvn37cOONN1rHfBo+fDh0Oh2GDx+OBQsWoKCgAOHh4QgNDcWSJUuQnJyMu+++GwCQlpaG2267DY8//jg2bNiAuro6PP/881i8eLHDu6CIqP80I0ZBG3Wr1GEQEbmtqakJXZ0dTgvqnd+W4fKnb0sQGRH1FwtSRETkcVu3bgUAzJgxw+b1HTt24IknngAA/O53v4NarUZWVhaMRiPS09Px+uuvW5cNCAjA/v37sWjRIiQnJ+OGG25Abm4u1q5d66s0iIiIyE85K6ibmi5KEA0RDQQLUkRE5HFC2E8z31twcDC2bNmCLVu2OF1m9OjR+N///V9PhkZE/XD9WCxm87VZAk+dOoXIyEh25SMioj45G+/Lsk+5dOmS3dAONHSwIEU+cerUKajVarvXOeggERGR/+lp+xugUtkMeq7T6bB7925Mnz4dAiqHA54TERFZVFdXY/yEiQ7H+7LsUxIS78LJr05wfzJEsSBFXnXp0iUAwPTp062zDBEREZF/czToeXDgtdn6wjOWoOb9DRzwnIiIXGpsbHQ63pdln9LV2cH9yRDGghR5VVNTE4BrB689oTF27Rx0kIiIyH9dP0ZLUIAA0ANN+C3SBkVERLLiaLwvyz6FhjYWpMgnNOG3IDBirN3rHHSQiIiIiIiIaOixH9SHiIiIiNxWXV2NEydOOHxwrESivhUXF2PWrFmIiYmBSqXC3r17bdqFEFi9ejWio6Oh0+mQmpqKc+fO2SzT3NyMnJwchIaGIiwsDAsWLEBbW5sPsyBP6/3beurUKQBAZWWlxJERkafwDikiIiIiF5zNEAQAtbW1yPr5IzB2OR8nUafTeSs0IkVob29HfHw85s+fjzlz5ti1b9iwAZs2bcKbb76JuLg4rFq1Cunp6Th79iyCg4MBADk5OaitrYXBYIDJZMKTTz6JhQsXoqioyNfpkAc4GgzbMgh2Xl6ehJGRM44uwPCiDPWFBSkiIiIiJ1zNEHQ9RwO2AtfGSrxa9t/eCo9IETIzM5GZmemwTQiBjRs34vnnn8fs2bMBAG+99Rb0ej327t2L7OxsVFRU4MCBAzh+/DgSExMBAJs3b8YDDzyAV199FTEx9uOYkn9zNBi2ZRDs0GmPovPQTgmjo+s5mpWVyF0sSBERERE54WqGIODvk3M4GrAVuDZW4lVfBEqkUFVVVairq0Nqaqr1teHDhyMpKQklJSXIzs5GSUkJwsLCrMUoAEhNTYVarUZpaSkefvhhu+0ajUYYjUbr89bWVgCAyWSCyWTyYkaeZ4lXbnG7YjabodPpcKM+FkH6MQAArVoAMGPYiGi06nQIDlT9MDC2rW5NAHQDbJdq3evbtT8U3q7l69lteyVucyd0wcEIz1hiN+lF5///FVq/+JPDdS356XQ6mM1mRX1+r6fE72dvg8mNBSkiIiKiPrgqOBGR99TV1QEA9Hq9zet6vd7aVldXh8jISJv2wMBAhIeHW5fprbCwEGvWrLF7/eDBgwgJCfFE6D5nMBikDsGjdu/e/cNftjOxvTY3CZjruA0AMHUakDttYO1SrWvXDqxLNHtp296N29ZoYMlDztcFsH37dtTU1KCmpsbJNpRBad9PT2FBioiIiIiIhpSVK1eioKDA+ry1tRWjRo1CWloaQkNDJYys/0wmEwwGA2bOnAmNRiN1OB5x6tQpTJ8+Hfq5623ukFqXaMYzRaX4/oONNm3Xa6/4FM0HNg+oXap1r2+P/cUreCUzFqvK1DCaVR7dtjfj7u+2Le/n/PnzsWnTJowfP95u2wAwYsQIjBw50mGbHCjx+9mbyWTCvn37BrQuC1JEREREROSXoqKiAAD19fWIjo62vl5fX48777zTukxDQ4PNet3d3Whubrau35tWq4VWq7V7XaPRyPakUc6x96ZWq9HZ2YmubgHRo7Jp6zL1OG0bbLtU617fbuy+1pXNaFbB+MNy/przYLcNAJ1dXS7HnwrWhaDymwrExsY6XUYOlPT99CQWpIiIiIiIyC/FxcUhKioKhw4dshagWltbUVpaikWLFgEAkpOT0dLSgvLyciQkJAAADh8+DLPZjKSkJKlCJyJ3COF0nEZT00U07X8NjY2Nsi9IkWMsSBERERERkWTa2tpw/vx56/OqqiqcPHkS4eHhiI2NxdKlS/HSSy9h3LhxiIuLw6pVqxATE4OHHnoIADBx4kRkZGQgLy8P27Ztg8lkQn5+PrKzsznDHpEMOBunkZRP3d8ViouLMWvWLMTExEClUmHv3r027UIIrF69GtHR0dDpdEhNTcW5c+dslmlubkZOTg5CQ0MRFhaGBQsWoK2tbVCJEBERERGR/JSVlWHKlCmYMmUKAKCgoABTpkzB6tWrAQDLli3DkiVLsHDhQtx1111oa2vDgQMHEBwcbN3Grl27MGHCBKSkpOCBBx7Avffei9///veS5ENERO7p9x1S7e3tiI+Px/z58zFnzhy79g0bNmDTpk148803rVcw0tPTcfbsWetOIycnB7W1tTAYDDCZTHjyySexcOFCFBUVDT4jIiIiIiKSjRkzZkAI++nkLVQqFdauXYu1a9c6XSY8PJznEkREMtPvglRmZiYyMzMdtgkhsHHjRjz//POYPXs2AOCtt96CXq/H3r17kZ2djYqKChw4cADHjx9HYmIiAGDz5s144IEH8Oqrr/K2WiIiIiIiIiIihfPoGFJVVVWoq6tDamqq9bXhw4cjKSkJJSUlyM7ORklJCcLCwqzFKABITU2FWq1GaWkpHn74YU+GRES9VFRUOG2LiIjggIFENCRVV1ejsbHR7nVXv5lERERENHAeLUjV1dUBAPR6vc3rer3e2lZXV4fIyEjbIAIDER4ebl2mN6PRCKPRaH3e2toKADCZTDCZTB6L31csMcsx9v4ym80AAG2gCiLA/lbsbk0AdDodggNVCOrV7qptsO2e3rZWfW0ZrVog2E/jNhsvQxcSgry8PLv1LIJ1ISgvO46RI0c6XWaofH6VmqfS8iHyhOrqaoyfMBFdnR1Sh0JEREQ0ZMhilr3CwkKsWbPG7vWDBw8iJCREgog8w2AwSB2Cz7ySGQugx75h6jQgd9oPT3rcbxtsu5e2vS7RDCT6adxT44HsvsdWOH36NE6fPt3nckPl86u0PDs6eMJN1FtjYyO6OjscTjvd+W0ZLn/6tkSR+TfecUtERESD4dGCVFRUFACgvr4e0dHR1tfr6+tx5513WpdpaGiwWa+7uxvNzc3W9XtbuXIlCgoKrM9bW1sxatQopKWlITQ01JMp+ITJZILBYMDMmTOh0WikDservvrqK9TW1mL5h9UQI+Ls2tsrPkXzgc3Qz12PIP0Yt9sG2+7pbWvVAusSzVhVpkbzmc/8Mu6+1r1a/y3qi1aguLgY8fHxdu0WQ+Xzq9Q8LXeYEpE9R9NOm5ouShSN/+ppbwFUKsybN8/pMsG6EFR+U8GiFBERETnl0YJUXFwcoqKicOjQIWsBqrW1FaWlpVi0aBEAIDk5GS0tLSgvL0dCQgIA4PDhwzCbzUhKSnK4Xa1WC61Wa/e6RqOR9Ymi3ON3h1qtBgAYuwVEj8quvcvUg87OTnQ5aHfVNth2b23baFb5bdx9rWvsFujs7IRarXbrczkUPr+A8vJUUi5EJA2zsR0QwuEdZcC1Il7T/tfQ2NjIghQRERE51e+CVFtbG86fP299XlVVhZMnTyI8PByxsbFYunQpXnrpJYwbNw5xcXFYtWoVYmJi8NBDDwEAJk6ciIyMDOTl5WHbtm0wmUzIz89HdnY2Z9gjIiIikglHd5QREbnL2WQSACeUIBoq+l2QKisrw3333Wd9bulKl5ubi507d2LZsmVob2/HwoUL0dLSgnvvvRcHDhxAcHCwdZ1du3YhPz8fKSkpUKvVyMrKwqZNmzyQDhEREREREfkzTiZBRMAAClIzZsyAEPaze1moVCqsXbsWa9eudbpMeHg4ior6HlyZiIiIiIiIlMXVZBIAJ5QgGipkMcseERERERERKYuzrr+cUIJoaFBLHQAREREREREREQ0tvEOKiIiIiDzO2aDEERERnH2PiIiIWJCiwXM1Q0ZlZSWGDRvm44iIiIhIKj1tfwNUKsybN89he7AuBJXfVLAoRURENMSxIEWD0tcMGTqdDrt37/ZxVERERCQVs7ENEMLhYMWmpoto2v8aGhsbWZAiIiIa4liQokHpa4YMcemk74MiIiIiyTkbrJiIiIgIYEGKPMTZQWd36/cSRENERGTLVfdyZ2MdEREREZH3sCBFREREitZX93IiIiIi8j0WpIjIhqs7BSIiIhAdHe3DaIiIBq+v7uWd35bh8qdvSxAZERER0dDFghQRAeh7ViTg2sxIZ8987cOoiIg8x1n3clPTRQmiISIiIhraWJAiIgCuZ0UC/j4zUlNTkwTRERERERERkZKopQ6AiPyL5Q6C3g9HRSoiV4qLizFr1izExMRApVJh7969Nu1CCKxevRrR0dHQ6XRITU3FuXPnbJZpbm5GTk4OQkNDERYWhgULFqCtrc2HWRARERERkTewIEVERF7R3t6O+Ph4bNmyxWH7hg0bsGnTJmzbtg2lpaW44YYbkJ6ejq6uLusyOTk5OHPmDAwGA/bv34/i4mIsXLjQVykQERERkcQqKipw4sQJu0d1dbXUodEgscseucXZdNmcKpuInMnMzERmZqbDNiEENm7ciOeffx6zZ88GALz11lvQ6/XYu3cvsrOzUVFRgQMHDuD48eNITEwEAGzevBkPPPAAXn31VcTExPgsFyIiIiLyrb7GuA3WhaDymwrExsb6ODLyFBakqE+cLpuIPK2qqgp1dXVITU21vjZ8+HAkJSWhpKQE2dnZKCkpQVhYmLUYBQCpqalQq9UoLS3Fww8/bLddo9EIo9Fofd7a2goAMJlMMJlMbsdnWbY/6/gbJeQAeCYPs9kMnU6H4EAVggKEXXu3JsBpu6s2d9uFTgcA0Ko9v21vxt273RJ/8CC2rQpUQafTwWw2S/bZVMJ3wxc5yPnfh4iUwdUYt5bxbRsbG1mQkjEWpKhPrqbL5lTZRDQQdXV1AAC9Xm/zul6vt7bV1dUhMjLSpj0wMBDh4eHWZXorLCzEmjVr7F4/ePAgQkJC+h2nwWDo9zr+Rgk5AIPPY/fu3T/81WPfOHUakDvNcburtn62r0s0e23b3oy7d/trc5OAuQP898RoYNZu1NTUoKamxn5dH1LCd8ObOXR08EIkEfkHZ7PkkvyxIEVuc/RDwKmyicifrFy5EgUFBdbnra2tGDVqFNLS0hAaGur2dkwmEwwGA2bOnAmNRuONUL1OCTkA7udx6dIlp7OAVlZWIi8vD/q56xGkH2PX3l7xKZoPbHbY7qrN3fbOo3/E9u3bsapMDaNZ5dFtezPu3u1atcC6RDOeKSrF9x9sHNC2r9Z/i/qiFSguLkZ8fLzdur6ghO+GL3Kw3GFKNFDOhvwAOOwHEV3DghQREflcVFQUAKC+vh7R0dHW1+vr63HnnXdal2loaLBZr7u7G83Nzdb1e9NqtdBqtXavazSaAZ20DXQ9f6KEHADXeVRXV+O22+/os2t5V7eA6FHZv27qQWdnp8N2V239aQcAo1kF43XLeGrb3ozb09s2dgt0dnZCrVZL/rlUwnfDmznI/d+GpMUhP4jIHSxIERGRz8XFxSEqKgqHDh2yFqBaW1tRWlqKRYsWAQCSk5PR0tKC8vJyJCQkAAAOHz4Ms9mMpKQkqUInP+SqaznA7uVEcvfiiy/adcceP348vvnmGwBAV1cXnnnmGezZswdGoxHp6el4/fXX7bqFk+/wd5mI3MGCFBEReUVbWxvOnz9vfV5VVYWTJ08iPDwcsbGxWLp0KV566SWMGzcOcXFxWLVqFWJiYvDQQw8BACZOnIiMjAzk5eVh27ZtMJlMyM/PR3Z2NmfYI4ecjTHB7uVE8nf77bfj448/tj4PDPz7aczTTz+NP//5z3j33XcxfPhw5OfnY86cOfj888+lCJWuw99lInKFBSkiIvKKsrIy3HfffdbnlrGdcnNzsXPnTixbtgzt7e1YuHAhWlpacO+99+LAgQMIDg62rrNr1y7k5+cjJSUFarUaWVlZ2LRpk89zISIiaQUGBjrsrn358mW88cYbKCoqwv333w8A2LFjByZOnIhjx47h7rvv9nWoRETkJhakiIjIK2bMmAEh7KeEt1CpVFi7di3Wrl3rdJnw8HAUFRV5IzwiIpKRc+fOISYmBsHBwUhOTkZhYSFiY2NRXl4Ok8mE1NRU67ITJkxAbGwsSkpKWJAiIvJjLEgRAM6CQURERL7j6tgiIiICsbGxPoyG/F1SUhJ27tyJ8ePHo7a2FmvWrMFPf/pTfP3116irq0NQUBDCwsJs1tHr9airq3O6TaPRCKPRaH1umVXQZDLBZDJ5JQ9vscTrT3GbzWbodDoEB6oQFGB/capbE9Dvdq362n+DB7Cuu+1SrXt9uzZQZZOvJ7ftzbj7u21LfgPdtipQBZ1OB7PZ7Fef/d788fvpaYPJzeMFKQ46KD+cBYOIiIh8oaftb4BKhXnz5jldJlgXgspvKliUIqvMzEzr35MnT0ZSUhJGjx6Nd955BzqdbkDbLCwstDtnAYCDBw8iJCRkwLFKyWAwSB2Cjd27d//wV49949RpQO60AbW/NjcJmOudbUu2rl07sC7R7KVtezPufm4bwPbt2wf4/x4NzNqNmpoa1NTUONy2P/G376e/8ModUhx0UF44CwYREcmBs7t5eSevfJiNbYAQTo85TE0X0bT/NTQ2NrIgRU6FhYXhxz/+Mc6fP4+ZM2fi6tWraGlpsblLqr6+3uGYUxYrV660jm0IXLtDatSoUUhLS0NoaKg3w/c4k8kEg8GAmTNnQqPRSB0OAODUqVOYPn069HPXI0g/xq69veJTNB/Y3K92rVpgXaIZzxSV4vsPNnp021Kve3177C9ewSuZsVhVpobRrPLotr0Zd3+3bXk/58+fj9CHX+j3tq/Wf4v6ohUoLi5GfHy83br+wh+/n55mMpmwb9++Aa3rlYIUBx2UJ86CQURE/urSpUu47fY7eDevQjg75iByR1tbGy5cuIDHH38cCQkJ0Gg0OHToELKysgAAlZWVqK6uRnJystNtaLVaaLVau9c1Go1sTxr9KXa1Wo3Ozk50dQuIHpVde5epZ8Dtg1nXm9v2VFzG7mtd04xmFYw/LOevOQ922wDQ2dmJoAFs29gt0NnZCbVa7Tefe1f86fvpT7xSkPL0oINK6uMN+F8/0sH08e6rT3GgJgAAoA1UQcikP/NA2i19oLVqodh+7ZZ+2pWVlRg2bBi++uorqNVqa/uIESMwcuRIu/Xkyt++p56itHxo6GhqanJ6Ny/v5CVStl//+teYNWsWRo8eje+//x4vvPACAgIC8Nhjj2H48OFYsGABCgoKEB4ejtDQUCxZsgTJycm82E1E5Oc8XpDyxqCDSuzjDfhXP9IB9/Hus09xEgDglcxYL2zb//pKr0s0A4l+Gvdgc/6hn7ZFbW2tTWtNTQ1Onz7tYD1586fvqSd0dPDuEpI3R3fW8E5eImW7dOkSHnvsMTQ1NeHmm2/Gvffei2PHjuHmm28GAPzud7+DWq1GVlaWzRi1RETk3zxekPLGoINK6uMN+F8/0sH08e6rT3HP+S/w2twkLP+wGmJEnEe37U99pS19oFeVqdF85jO/jNtTOcfMWmp9Ty23FJuaa9B8YLPf9+HuD3/7nnqK5Q5TIiJ/xln46Hp79uxx2R4cHIwtW7Zgy5YtPoqILDi2H/kzVzPJc1/iH7zSZe96nhh0UIl9vAHfx+/sC1lZWem1fsHdpmt32hhl1p95oO1Gs8pv4/ZUXD03XvuuihFx1uV6ZNaHuz/k/jvTm5JyISLl4Sx8RPLBmbrJn/X1+eS+xD94vSDliUEHafC4wyAiIiJ/x1n4iOTD1UzdHNuPpObq88l9if/weEGKgw76J+4wiIiISC44Cx+RfHBsP/Jn3J/4N48XpDjooH/jDoOIiIiIiIiUwNl4ZRzHTB48XpDioINERERERERE5C3ujDlI/s/rY0gRERERERGR/LiapYx3oJCU+hpzkMPSyAMLUkRERERERGSDkyKRHDgbI4rD0sgDC1JERETkFxxdiTebzQCuzcpLRES+42pSJIB3oBDR4LEgRURERJJzdiVep9Nh9+7dyMvLkygyIqKhjXegEJG3sCBFREREknN2JT44UAUACJ32KDoP7ZQoOiIiIiLyNBakiIiIyG/0vhIfFCAA9CAwNFK6oIiIiIjI41iQIiKPcTXbSkREBGJjY30YDREREREREfkrFqSIaNB62v4GqFSYN2+e02WCdSGo/KaCRSkihXM1RTjA4jQRERERXcOCFBENmtnYBgjhdBYWU9NFNO1/DY2NjTwRJVIwd6YIZ3GaiMh/uLqI4OrOdyIiT2BBiog8xtksLBbs0kekbH1NEW4pTn/66aeYOHGiTRtPfIiIfMudiwhERN7EghQReR279BENLc6K0+78FhC5w1kBkxc3iNzX10WEzm/LcPnTtyWIjMg3eLFceixIEZHXsUsfEQGufwt44kPu6KuoyYsbRP3n7CKCqemiBNEQeR8vlvsPFqSIyGf66tJHREODo98CnviQO1wVNV11CbWIiIhAdHS0L0IlIiI/xYvl/oMFKSIiIiKSFUdFTXeveJ8987W3wyMiIhng+LfSY0GKiIiIiGTP3SveTU1NEkRHRERywS59vsOClIJw2lYiIiIa6tg9nMiWs3MEnh8QOcYufb7DgpRCcNpWUgLOmkRERETUP5cuXQIAnDp1Cmq12qattrYWWT9/BMauTilCI5I1XuDwPhak/Iyru5xcnZRz2laSM86aREREvlJZWYlhw4Y5PHnnBRCSm+rqaiQk3oUd29/A9OnT0dnpuPDE2U2JyB+xIOVH+rrLSasNxn//9385nB3GcmcJp20lOfLErEk8gSDyDXYPJ7myXPzIy8vD7t27HZ68uzrW4r6G/JHlojQA6OeuR1e3sGm3FJ04uykR+SMWpHysuroaDQ0NAOxvq62oqHB6l1PXpTNoOfxH/OM//qNP4yXypcHMmsQ7qIi8j93DSc4sFz/CM5YAsD957+tYi/sa8ndB+jEQPSqb11h0IvK96y/emc1mALbn/rzA8XcsSPmQ5UBeBeH0yhzg+KTc1HTR5cBqvOWWlMrdQQV5BxWR97F7OCmBJvwWAPYn766OtbivISnxzlQi+eh98U6n09md+/MCx9+xIOVDlgP5Wx5eBsD+ypw7B/LskkdDlbPPPu+gIvI97otIyXi3LvkTd+5M1el0PoyIiFzpffEuOPDahQ/LuT9n6LPFgpQEXF6ZI6J+4bSsRP3n6mo7wDs9iHrjvoak4s6dqVfL/luCyIjI0R2Kvcd2DgoQAHocdqklCQtSW7ZswW9+8xvU1dUhPj4emzdvxtSpU6UKh4hkjtOyKhv3Gfb6mpXV0aDMlvX6utrubGBndg2hoY77Gv/nr/uLwV4IcHVn6lWPREhE7nLnrllyjyQFqT/96U8oKCjAtm3bkJSUhI0bNyI9PR2VlZWIjIyUIiSPYR9vIiLPUvI+Y6D6KioF60Jw9szXDtv6utrOSTSIBs7VsZ7RaIRWq3XYxrsSPUPq/YWz84Da2lpk/fwRGLvsx4614IUAIvlwddesu+NpuvpuD6V9giQFqd/+9rfIy8vDk08+CQDYtm0b/vznP2P79u1YsWKFFCF5BGcfIvJfzn70h9IPvlzJeZ/R111Mrj57fV3gcFZUsnQd+uKLLzBs2DCHM7oCfYwDNciDLKKhxq2r5So1IMwOm/oaf6r370HvWZu4L7tGyv2FO+cBvBBApCxOJyNzwZ39hbMCNeD64oY77f62v/B5Qerq1asoLy/HypUrra+p1WqkpqaipKTE4TpGoxFGo9H6/PLlywCA5uZmmEymfsfQ0NCA+vp6p+1qtdq6o+9P+7lz5wBhxs33/BMCbhxh126qP4/2ik+hav4OHR03w1x7EaL7uu1eqUVwcDBUTVUQZqPNuq7aBtvu3XXr0NHRAVXzdzBf7fJZXL7etjkQ6OgYBXPtRb+N22NxOfj8+mvOAGCu/SuCdTr88pe/tGsDAG2wDr//z212V07NZjM6Ojrw+eefO1wPGPhvhTvtfa2r1+sHdLX3ypUrAAAhRB9L+of+7jM8tb8wmUzo6OhAZWWlyy4Wrt6nhoYGLPz/fuX0irizz5476wJAcHAwgtANTa/PvbmrBcE6HZYsWYItW7YgLS3NbkZXd75Tjrbdozb7/Ltu+X1VX6mT9f6io6OjX/t9f4n7+nZ33gsp4ur3ul44DkPjOQRrtbgx4WcujwEdtfdcacKV8v/BRx99hHHjxtmt6+j3QKfT2Xy/Xf2ecH/h3f2Fxbfffuv0PMDy/jv6XQWAnu52p58f6/nDAH5jrm/32++jj3+DvBn3UD3WHui2Le+nrN8rN7Z9/Xmi6Ebf+4vGi2g/cwg///nP7doAuLy44U67N/YXluNmYAD7DOFjNTU1AoD44osvbF5/9tlnxdSpUx2u88ILLwgAfPDBBx98eOhx8eJFX/zkD1p/9xncX/DBBx98ePbB/QUffPDBBx/uPvq7z5DFLHsrV65EQUGB9bnZbEZzczNGjBgBlUp+I9W3trZi1KhRuHjxIkJDQ6UOx6uGSq5DJU9g6OSq1DyFELhy5QpiYmKkDsUrPLW/UML7r4QcAGXkoYQcAObhT3yRA/cX8qGEz7Q7mKeyME/lsOR49uzZfu8zfF6QioiIQEBAgF2Xufr6ekRFRTlcR6vV2vWDDAsL81aIPhMaGqrYD2VvQyXXoZInMHRyVWKew4cPlzoEt/V3n+Hp/YUS3n8l5AAoIw8l5AAwD3/i7Ry4v5AXJXym3cE8lYV5Ksctt9xiM26pO/q3tAcEBQUhISEBhw4dsr5mNptx6NAhJCcn+zocIiLyY9xnEBGRO7i/ICKSH0m67BUUFCA3NxeJiYmYOnUqNm7ciPb2duuMGERERBbcZxARkTu4vyAikhdJClKPPvoo/u///g+rV69GXV0d7rzzThw4cAB6vV6KcHxOq9XihRdecDkdo1IMlVyHSp7A0Ml1qOQpB1LsM5Tw/ishB0AZeSghB4B5+BMl5OANQ/UcY6h8HpinsjBP5RhMjiohZDKXKxERERERERERKYLPx5AiIiIiIiIiIqKhjQUpIiIiIiIiIiLyKRakiIiIiIiIiIjIp1iQIiIiIiIiIiIin2JByodefPFFqFQqm8eECROkDmvQiouLMWvWLMTExEClUmHv3r027UIIrF69GtHR0dDpdEhNTcW5c+ekCXaQ+sr1iSeesHuPMzIypAl2EAoLC3HXXXfhxhtvRGRkJB566CFUVlbaLNPV1YXFixdjxIgRGDZsGLKyslBfXy9RxAPnTq4zZsywe19/9atfSRQxeduWLVvwox/9CMHBwUhKSsKXX34pdUhOKfW7un79eqhUKixdutT6mlzyqKmpwbx58zBixAjodDpMmjQJZWVl1nZ/3yf29PRg1apViIuLg06nw9ixY7Fu3TpcPweOP+bgiWOR5uZm5OTkIDQ0FGFhYViwYAHa2tp8mIXrPEwmE5YvX45JkybhhhtuQExMDH7xi1/g+++/97s8yDfc2QcowdatWzF58mSEhoYiNDQUycnJ+PDDD6UOy6sc7QeVQKnnw470dTygBD/60Y/s3k+VSoXFixe7vQ0WpHzs9ttvR21trfXx2WefSR3SoLW3tyM+Ph5btmxx2L5hwwZs2rQJ27ZtQ2lpKW644Qakp6ejq6vLx5EOXl+5AkBGRobNe7x7924fRugZR48exeLFi3Hs2DEYDAaYTCakpaWhvb3duszTTz+NDz74AO+++y6OHj2K77//HnPmzJEw6oFxJ1cAyMvLs3lfN2zYIFHE5E1/+tOfUFBQgBdeeAEnTpxAfHw80tPT0dDQIHVoDinxu3r8+HH853/+JyZPnmzzuhzy+Nvf/oZ77rkHGo0GH374Ic6ePYvXXnsNN910k3UZf98nvvLKK9i6dSv+4z/+AxUVFXjllVewYcMGbN682bqMP+bgiWORnJwcnDlzBgaDAfv370dxcTEWLlzoqxQAuM6jo6MDJ06cwKpVq3DixAm89957qKysxM9+9jOb5fwhD/INd49h5G7kyJFYv349ysvLUVZWhvvvvx+zZ8/GmTNnpA7NK5ztB5VCiefDvblzPKAEx48ft3kvDQYDAOCRRx5xfyOCfOaFF14Q8fHxUofhVQDE+++/b31uNptFVFSU+M1vfmN9raWlRWi1WrF7924JIvSc3rkKIURubq6YPXu2JPF4U0NDgwAgjh49KoS49h5qNBrx7rvvWpepqKgQAERJSYlUYXpE71yFEOIf/uEfxFNPPSVdUOQzU6dOFYsXL7Y+7+npETExMaKwsFDCqNwn9+/qlStXxLhx44TBYLD53sklj+XLl4t7773Xabsc9okPPvigmD9/vs1rc+bMETk5OUIIeeQwkGORs2fPCgDi+PHj1mU+/PBDoVKpRE1Njc9iv56j44zevvzySwFAfPfdd0II/8yDfMfRMYxS3XTTTeKPf/yj1GF4nLP9oFIMhfNhIfo+HlCqp556SowdO1aYzWa31+EdUj527tw5xMTEYMyYMcjJyUF1dbXUIXlVVVUV6urqkJqaan1t+PDhSEpKQklJiYSRec+RI0cQGRmJ8ePHY9GiRWhqapI6pEG7fPkyACA8PBwAUF5eDpPJZPO+TpgwAbGxsbJ/X3vnarFr1y5ERETgjjvuwMqVK9HR0SFFeORFV69eRXl5uc3nWq1WIzU1VTafa7l/VxcvXowHH3zQJl5APnn8z//8DxITE/HII48gMjISU6ZMwR/+8Adruxz2idOmTcOhQ4fw17/+FQBw6tQpfPbZZ8jMzAQgjxx6cyfmkpIShIWFITEx0bpMamoq1Go1SktLfR6zuy5fvgyVSoWwsDAA8s2DPMPZMYyS9PT0YM+ePWhvb0dycrLU4Xics/2gkgyF8+G+jgeU6OrVq3j77bcxf/58qFQqt9cL9GJM1EtSUhJ27tyJ8ePHo7a2FmvWrMFPf/pTfP3117jxxhulDs8r6urqAAB6vd7mdb1eb21TkoyMDMyZMwdxcXG4cOECnnvuOWRmZqKkpAQBAQFShzcgZrMZS5cuxT333IM77rgDwLX3NSgoyHoAbCH399VRrgAwd+5cjB49GjExMTh9+jSWL1+OyspKvPfeexJGS57W2NiInp4eh79X33zzjURRuU/u39U9e/bgxIkTOH78uF2bXPL49ttvsXXrVhQUFOC5557D8ePH8S//8i8ICgpCbm6uLPaJK1asQGtrKyZMmICAgAD09PTg5ZdfRk5ODgB57tfdibmurg6RkZE27YGBgQgPD/fbvLq6urB8+XI89thjCA0NBSDPPMgznB3DKMVf/vIXJCcno6urC8OGDcP777+P2267TeqwPMrVflAphsr5cF/HA0q0d+9etLS04IknnujXeixI+ZDl6iIATJ48GUlJSRg9ejTeeecdLFiwQMLIyFOys7Otf0+aNAmTJ0/G2LFjceTIEaSkpEgY2cAtXrwYX3/9tSL7d/fmLNfrx96YNGkSoqOjkZKSggsXLmDs2LG+DpPIITl/Vy9evIinnnoKBoMBwcHBUoczYGazGYmJifi3f/s3AMCUKVPw9ddfY9u2bbI5AH3nnXewa9cuFBUV4fbbb8fJkyexdOlSxMTEyCaHocBkMuGf/umfIITA1q1bpQ6H/ICc9wHuGD9+PE6ePInLly/jv/7rv5Cbm4ujR48qpiillP1gX4bK+bASjgf664033kBmZiZiYmL6tR677EkoLCwMP/7xj3H+/HmpQ/GaqKgoALCbCam+vt7apmRjxoxBRESEbN/j/Px87N+/H5988glGjhxpfT0qKgpXr15FS0uLzfJyfl+d5epIUlISAMj2fSXHIiIiEBAQIMvfK7l/V8vLy9HQ0ICf/OQnCAwMRGBgII4ePYpNmzYhMDAQer1eFnlER0fbnRxNnDjR2h1BDvvEZ599FitWrEB2djYmTZqExx9/HE8//TQKCwsByCOH3tyJOSoqym7ygu7ubjQ3N/tdXpZi1HfffQeDwWC9OwqQVx7kOf05hpGroKAg3HrrrUhISEBhYSHi4+Px7//+71KH5TF97Qd7enqkDtErlHo+3NfxgNJ89913+Pjjj/HLX/6y3+uyICWhtrY2XLhwAdHR0VKH4jVxcXGIiorCoUOHrK+1traitLRUkf2+e7t06RKamppk9x4LIZCfn4/3338fhw8fRlxcnE17QkICNBqNzftaWVmJ6upq2b2vfeXqyMmTJwFAdu8ruRYUFISEhASbz7XZbMahQ4f89nOtlO9qSkoK/vKXv+DkyZPWR2JiInJycqx/yyGPe+65x27K9b/+9a8YPXo0AHnsEzs6OqBW2x4eBgQEwGw2A5BHDr25E3NycjJaWlpQXl5uXebw4cMwm83WixD+wFKMOnfuHD7++GOMGDHCpl0ueZBnDOQYRinMZjOMRqPUYXhMX/tBuQ790Relng/3dTygNDt27EBkZCQefPDB/q/snfHVyZFnnnlGHDlyRFRVVYnPP/9cpKamioiICNHQ0CB1aINy5coV8dVXX4mvvvpKABC//e1vxVdffWWd8WX9+vUiLCxM7Nu3T5w+fVrMnj1bxMXFic7OTokj7z9XuV65ckX8+te/FiUlJaKqqkp8/PHH4ic/+YkYN26c6Orqkjr0flm0aJEYPny4OHLkiKitrbU+Ojo6rMv86le/ErGxseLw4cOirKxMJCcni+TkZAmjHpi+cj1//rxYu3atKCsrE1VVVWLfvn1izJgxYvr06RJHTt6wZ88eodVqxc6dO8XZs2fFwoULRVhYmKirq5M6NIeU/F3tPbuQHPL48ssvRWBgoHj55ZfFuXPnxK5du0RISIh4++23rcv4+z4xNzdX3HLLLWL//v2iqqpKvPfeeyIiIkIsW7bMuow/5uCJY5GMjAwxZcoUUVpaKj777DMxbtw48dhjj/lNHlevXhU/+9nPxMiRI8XJkydtvvNGo9Gv8iDfcGcfoAQrVqwQR48eFVVVVeL06dNixYoVQqVSiYMHD0odmlcpcZY9pZ4P9+bO8YBS9PT0iNjYWLF8+fIBrc+ClA89+uijIjo6WgQFBYlbbrlFPProo+L8+fNShzVon3zyiQBg98jNzRVCXJtuedWqVUKv1wutVitSUlJEZWWltEEPkKtcOzo6RFpamrj55puFRqMRo0ePFnl5eX57IuuKoxwBiB07dliX6ezsFP/8z/8sbrrpJhESEiIefvhhUVtbK13QA9RXrtXV1WL69OkiPDxcaLVaceutt4pnn31WXL58WdrAyWs2b94sYmNjRVBQkJg6dao4duyY1CE5peTvau8Dcbnk8cEHH4g77rhDaLVaMWHCBPH73//ept3f94mtra3iqaeeErGxsSI4OFiMGTNG/Ou//qtNwcMfc/DEsUhTU5N47LHHxLBhw0RoaKh48sknxZUrV/wmj6qqKqff+U8++cSv8iDfcGcfoATz588Xo0ePFkFBQeLmm28WKSkpii9GCaHMgpRSz4cd6et4QCk++ugjAWDAxwEqIYTo/31VREREREREREREA8MxpIiIiIiIiIiIyKdYkCIiIiIiIiIiIp9iQYqIiIiIiIiIiHyKBSkiIiIiIiIiIvIpFqSIiIiIiIiIiMinWJAiIiIiIiIiIiKfYkGKiIiIiIiIiIh8igUpIiIiIiIiIiLyKRakiIiIiIiIiIjIp1iQIiIiIiIiIiIin2JBioiIiIiIiIiIfIoFKSIiIiIiIiIi8qn/B0FU7rI+q8+lAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "columns_to_exclude = ['potability', 'turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "df4_filtered.hist(figsize=(12, 8), bins=40, edgecolor='black')\n", + "plt.suptitle(\"Распределение признаков\", fontsize=16)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "4d1f246b-8ab6-40c5-88a9-8b748fee29f4", + "metadata": {}, + "source": [ + "## Boxplot\n", + "Boxplot помогает выявить выбросы и увидеть распределение данных по квартилям(по четырём равным частям)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "25e08e53-d9f8-4597-b5f4-076fd94ad609", + "metadata": {}, + "outputs": [], + "source": [ + "# plt.title(\"Boxplot распределения признаков\")\n", + "\n", + "fig, ax = plt.subplots(9, 1, figsize=(10, 20))\n", + "fig.subplots_adjust(hspace=0.75)\n", + "columns_name = df4.columns[:9]\n", + "for i in range(9) :\n", + " sns.boxplot(x=df4[columns_name[i]], ax=ax[i])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6372a747-b1ff-4bf2-aad2-528f07f2e61b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "7dfe93a5-d666-4d99-aa4e-a0ffecf2488b", + "metadata": {}, + "source": [ + "## Матрица корреляций\n", + "Позволяет оценить взаимосвязи между переменными." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ca6d9dde-d5ad-4d7c-bb87-aad50abc0b6c", + "metadata": {}, + "outputs": [], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.heatmap(df4.drop(columns=['turbidity_level']).corr(), annot=True, cmap=\"coolwarm\", fmt=\".2f\", linewidths=0.5)\n", + "plt.title(\"Матрица корреляций\")\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8cac80dc-dd78-4449-84e5-b4ecbb350b85", + "metadata": {}, + "source": [ + "## Парные диаграммы\n", + "Отображает распределение и взаимосвязь признаков." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "626c96e9-3c7b-475b-8b31-e16c26395402", + "metadata": {}, + "outputs": [], + "source": [ + "columns_to_exclude = ['turbidity_level_encoded']\n", + "df4_filtered = df4.drop(columns=columns_to_exclude)\n", + "\n", + "sns.pairplot(df4_filtered, hue=\"potability\", corner=True)\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "0e685fe5-871d-4647-a75a-84539605feed", + "metadata": {}, + "source": [ + "## Диаграмма рассеяния" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e1c0b5e8-0940-45a8-ba03-4b712fa20340", + "metadata": {}, + "outputs": [], + "source": [ + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='turbidity', y='organic_carbon', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь мутности и органического углерода с пригодностью воды\")\n", + "plt.xlabel(\"Мутность (Turbidity)\")\n", + "plt.ylabel(\"Органический углерод (Organic Carbon)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='hardness', y='conductivity', hue='potability', alpha=0.7, palette={0: \"red\", 1: \"blue\"})\n", + "plt.title(\"Связь жесткости и проводимости с пригодностью воды\")\n", + "plt.xlabel(\"Жесткость воды (Hardness)\")\n", + "plt.ylabel(\"Проводимость (Conductivity)\")\n", + "plt.legend(title=\"Пригодность к питью\", labels=[\"Непригодна\", \"Пригодна\"])\n", + "plt.show()\n", + "\n", + "plt.figure(figsize=(10, 6))\n", + "sns.scatterplot(data=df4, x='ph', y='potability', alpha=0.5, color=\"purple\")\n", + "plt.title(\"Зависимость pH от пригодности воды\")\n", + "plt.xlabel(\"pH\")\n", + "plt.ylabel(\"Пригодность к питью (0 - нет, 1 - да)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c84f59c6-c486-44f2-bbc7-4abe405505e9", + "metadata": {}, + "outputs": [], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "707e19a4-343f-46fb-a10b-352a5ffda6d4", + "metadata": {}, + "source": [ + "___\n", + "# №6" + ] + }, + { + "cell_type": "markdown", + "id": "d8012d87-7db3-4364-a8a3-f8c731162736", + "metadata": {}, + "source": [ + "### Удаление признаков с низкой дисперсией" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dcdfff49-6bbf-4c04-ad2b-6dc4558b8ff8", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Создание объекта для удаления признаков с низкой дисперсией\n", + "selector = VarianceThreshold(threshold=0.01) # Устанавливаем порог дисперсии (например, 0.01)\n", + "\n", + "# Применяем фильтр к данным\n", + "df2_filtered = df2[df2.columns[selector.fit(df2).get_support()]] # Оставляем только признаки с высокой дисперсией\n", + "print(df2_filtered.columns) # Печатаем имена оставшихся столбцов" + ] + }, + { + "cell_type": "markdown", + "id": "9fb3797c-cb7e-4d2f-a796-f540d8a60209", + "metadata": {}, + "source": [ + "### Одномерный отбор признаков" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8f24f758-1ebd-4741-afac-e51c20b309c5", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_classif\n", + "\n", + "# Отбор признаков, используя критерий f_classif\n", + "X = df2.drop(columns=[\"potability\"]) # Признаки (все столбцы, кроме целевой переменной)\n", + "y = df2[\"potability\"] # Целевая переменная\n", + "\n", + "# Применяем SelectKBest\n", + "selector = SelectKBest(f_classif, k=5) # Отбираем 5 лучших признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим имена выбранных признаков\n", + "selected_columns = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_columns)\n" + ] + }, + { + "cell_type": "markdown", + "id": "797f6113-b44f-43cc-a488-e7530a16eafe", + "metadata": {}, + "source": [ + "### Рекурсивное исключение признаков" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b2e7a98e-b438-4192-a93d-74c62a29667d", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LogisticRegression\n", + "\n", + "# Признаки и целевая переменная\n", + "X = df2.drop(columns=[\"potability\"])\n", + "y = df2[\"potability\"]\n", + "\n", + "model = LogisticRegression(max_iter=2000)\n", + "selector = RFE(model, n_features_to_select=5) # Выбираем 5 признаков\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "selected_columns_rfe = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки после RFE:\", selected_columns_rfe)\n", + "# Преобразуем данные обратно в DataFrame с исходными именами колонок\n", + "X_new_df = pd.DataFrame(X_new, columns=selected_columns_rfe)\n", + "X_new_df" + ] + }, + { + "cell_type": "markdown", + "id": "ce903807-038b-4f3f-a736-5e91b9ef857c", + "metadata": {}, + "source": [ + "___\n", + "# №7" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dc6f77de-b579-4933-8e76-1d31944ee2b9", + "metadata": {}, + "outputs": [], + "source": [ + "tar = df4['potability'].value_counts()\n", + "print(tar)\n", + "\n", + "plt.pie(tar, explode=[0, 0.01], autopct='%.f%%', shadow=True)\n", + "plt.legend(labels=['Непригодны для употребления', 'Пригодны для употребления'], loc='upper right',)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "a26ab089-0231-4dd7-907e-49722314d571", + "metadata": {}, + "source": [ + "___\n", + "# №8" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8de7381d-bcac-4ed1-acb1-37bd104890fd", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.model_selection import train_test_split\n", + "X = df4.drop(columns=[\"potability\", \"turbidity_level_encoded\", \"turbidity_level\"]) # Убираем целевой признак, оставляем только признаки\n", + "y = df4[\"potability\"]\n", + "\n", + "# Разбиение на 80% train и 20% test\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42, stratify=y)\n", + "\n", + "# Вывод размеров получившихся выборок\n", + "print(f\"Размер X_train: {X_train.shape}\")\n", + "print(f\"Размер X_test: {X_test.shape}\")\n", + "print(f\"Размер y_train: {y_train.shape}\")\n", + "print(f\"Размер y_test: {y_test.shape}\")\n", + "print(\"Обучающая выборка X:\")\n", + "print(X_train)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test)\n", + "print(\"\\nОбучающая выборка y:\")\n", + "print(y_train)\n", + "print(\"\\nТестовая выборка y:\")\n", + "print(y_test)" + ] + }, + { + "cell_type": "markdown", + "id": "30a67195-1a78-4cd7-9bc3-a25d19e203b1", + "metadata": {}, + "source": [ + "___\n", + "# №9" + ] + }, + { + "cell_type": "markdown", + "id": "fa0d1354-b543-4b3b-9340-54e4a0547d54", + "metadata": {}, + "source": [ + "Большая разницы дипозонов может повлиять на работу моделей." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d7dc5bda-12cd-463b-ac3a-af36cb966a35", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.preprocessing import MinMaxScaler\n", + "\n", + "scaler = MinMaxScaler()\n", + "X_train_scaled = scaler.fit_transform(X_train) # Обучаем на train и трансформируем\n", + "X_test_scaled = scaler.transform(X_test) # Применяем те же параметры к test\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6fdeb591-760a-4199-b27f-656116a2b537", + "metadata": {}, + "outputs": [], + "source": [ + "print(\"Обучающая выборка X:\")\n", + "print(X_train_scaled)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test_scaled)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1e388ce5-bf43-40c7-b930-43a514ac1194", + "metadata": {}, + "outputs": [], + "source": [ + "# Преобразуем нормализованные данные обратно в DataFrame с исходными именами колонок\n", + "X_train_scaled_df = pd.DataFrame(X_train_scaled, columns=X.columns)\n", + "\n", + "# Теперь ты можешь увидеть нормализованные данные с названиями столбцов\n", + "X_train_scaled_df" + ] + }, + { + "cell_type": "markdown", + "id": "ab8e575d-5e81-401a-865a-c64a8ac99f67", + "metadata": {}, + "source": [ + "___\n", + "# Лабораторная работа 2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "baadf589-f410-490f-a02e-68c63fc3347c", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.neighbors import KNeighborsClassifier\n", + "from sklearn.metrics import accuracy_score\n", + "from sklearn.tree import DecisionTreeClassifier\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from catboost import CatBoostClassifier\n", + "from sklearn.neural_network import MLPClassifier\n", + "\n", + "\n", + "# К-ближайших соседей\n", + "knn = KNeighborsClassifier(n_neighbors=5)\n", + "# Обучение модели\n", + "knn.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_knn = knn.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_knn = accuracy_score(y_test, y_pred_knn)\n", + "print(f\"Точность K-ближайших соседей: {accuracy_knn:.4f}\")\n", + "\n", + "# Дерево решений\n", + "dt = DecisionTreeClassifier(random_state=42)\n", + "# Обучение модели\n", + "dt.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_dt = dt.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_dt = accuracy_score(y_test, y_pred_dt)\n", + "print(f\"Точность дерева решений: {accuracy_dt:.4f}\")\n", + "\n", + "# Случайный лес\n", + "rf = RandomForestClassifier(random_state=42)\n", + "# Обучение модели\n", + "rf.fit(X_train_scaled, y_train)\n", + "# Прогноз на тестовых данных\n", + "y_pred_rf = rf.predict(X_test_scaled)\n", + "# Оценка точности\n", + "accuracy_rf = accuracy_score(y_test, y_pred_rf)\n", + "print(f\"Точность случайного леса: {accuracy_rf:.4f}\")\n", + "\n", + "# # Градиентный бустинг\n", + "# catboost_model = CatBoostClassifier(iterations=500, learning_rate=0.1, depth=6, random_state=42, verbose=200)\n", + "# # Обучение модели\n", + "# catboost_model.fit(X_train, y_train)\n", + "# # Прогноз на тестовых данных\n", + "# y_pred_catboost = catboost_model.predict(X_test)\n", + "# # Оценка точности\n", + "# accuracy_catboost = accuracy_score(y_test, y_pred_catboost)\n", + "# print(f\"Точность градиентного бустинга (CatBoost): {accuracy_catboost:.4f}\")\n", + "\n", + "# Нейронные сети\n", + "mlp = MLPClassifier(hidden_layer_sizes=(100,), max_iter=500, random_state=42)\n", + "# Обучение модели\n", + 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Загрузка библиотек" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "xChor81V6mtD" + }, + "outputs": [], + "source": [ + "## Описание и загрузка библиотеки" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Z22T_R766hsO" + }, + "source": [ + " - Pandas - библиотека для обработки и анализа данных. Предназначена для данных разной природы - матричных, панельных данных, временных рядов. Претендует на звание самого мощного и гибкого средства для анализа данных с открытым исходным кодом." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "DqYWosnHhkwU" + }, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем модуль pandas" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ZNKpaic1hkwb" + }, + "source": [ + "В пандас есть две структуры данных:\n", + "- Series: одномерный массив с именованными индексами (чаще всего, данные одного типа)\n", + "- DataFrame: двухмерный массив, имеет табличную структуру, легко изменяется по размерам, может содержать в себе данные разных типов\n", + "\n", + "Оба типа можно создавать вручную с помощью функций из самой библиотеки:\n", + "- pandas.Series(data=None, index=None, dtype=None)\n", + "- pandas.DataFrame(data=None, index=None, columns=None, dtype=None)\n", + "\n", + "- **data** - данные, которые надо записать в структуру\n", + "- **index** - индексы строк\n", + "- **columns** - названия столбцов\n", + "- **dtype** - тип данных\n", + "\n", + "Кроме data, остальные параметры опциональны\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "tMHOWBBWhkwf" + }, + "source": [ + "Мы, конечно, можем сами создавать датафреймы!\n", + "\n", + "Например, кто-то нашел нам кусок данных и просит воспроизвести этот датасет:\n", + "\n", + "\n", + "\n", + "Давайте разберемся, что здесь, что и запишем в известную нам конструкцию - листы. " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "id": "9yW-A-fRhkwi" + }, + "outputs": [], + "source": [ + "columns = ['country', 'province', 'region_1', 'region_2'] # Создаем список, в котором будут храниться названия столбцов\n", + "index = [0, 1, 10, 100] # Создаем список, в котором будут индексы строк\n", + "\n", + "# Создаем список с данными, каждая строка таблицы - отдельный список\n", + "data = [['Italy', 'Sicily & Sardinia', 'Etna', 'NaN'], \n", + " ['Portugal', 'Douro', 'NaN', 'NaN'],\n", + " ['US', 'California', 'Napa Valley', 'Napa'],\n", + " ['US', 'New York', 'Finger Lakes', 'Finger Lakes']]" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6jUo7y0uhkwo" + }, + "source": [ + "А теперь соберем в датафрейм" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "jMEdfOOdhkwp", + "outputId": "b5fae3e6-3e8d-4297-d468-0be74894b070", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " country province region_1 region_2\n", + "0 Italy Sicily & Sardinia Etna NaN\n", + "1 Portugal Douro NaN NaN\n", + "10 US California Napa Valley Napa\n", + "100 US New York Finger Lakes Finger Lakes" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df = pd.DataFrame(data, columns = columns, index = index) # Создаем ДатаФрейм (в качестве параметров передаем называние столбцов, индексы и сами данные)\n", + "df # Отображаем наш ДатаФрейм (лучше без использования функции print())" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "id": "TIJhU5vEhkwv" + }, + "outputs": [], + "source": [ + "## Загрузка и запись данных" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "CjIlX-Ar6vd7" + }, + "source": [ + "\n", + "- Функции типа **pd.read_формат** и **pd.to_формат**\n", + "считывают и записывают данные соответственно.
Полный список можно найти в документации:\n", + "https://pandas.pydata.org/pandas-docs/stable/user_guide/io.html\n", + "\n", + "Научимся считывать данные в формате csv (comma separated value) функцией:\n", + "\n", + "- pd.read_csv(): \n", + "\n", + "Аргументов у нее очень много, критически важные:\n", + " - **filepath_or_buffer** - текстовая строка с названием (адресом) файла\n", + " - **sep** - разделитель между данными\n", + " - **header** - номер строки, в которой в файле указаны названия столбцов, None, если нет\n", + " - **names** - список с названиями колонок\n", + " - **index_col** - или номер столбца, или список, или ничего - колонка, из которой надо взять названия строк" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "id": "mWdKBTMNhkwx" + }, + "outputs": [], + "source": [ + "data = pd.read_csv('wine_base.csv') # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "g8zunGkmhkw2" + }, + "source": [ + "**Смотрим, что загрузилось**\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "slhGLHJNhkw4", + "outputId": "58af12df-d33f-4a2a-e3f6-5a763ba68831" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
150925150925ItalyMany people feel Fiano represents southern Ita...NaN9120.0Southern ItalyFiano di AvellinoNaNWhite BlendFeudi di San Gregorio
150926150926FranceOffers an intriguing nose with ginger, lime an...Cuvée Prestige9127.0ChampagneChampagneNaNChampagne BlendH.Germain
150927150927ItalyThis classic example comes from a cru vineyard...Terre di Dora9120.0Southern ItalyFiano di AvellinoNaNWhite BlendTerredora
150928150928FranceA perfect salmon shade, with scents of peaches...Grand Brut Rosé9052.0ChampagneChampagneNaNChampagne BlendGosset
150929150929ItalyMore Pinot Grigios should taste like this. A r...NaN9015.0Northeastern ItalyAlto AdigeNaNPinot GrigioAlois Lageder
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" + ], + "text/plain": [ + " Unnamed: 0 country description \\\n", + "150925 150925 Italy Many people feel Fiano represents southern Ita... \n", + "150926 150926 France Offers an intriguing nose with ginger, lime an... \n", + "150927 150927 Italy This classic example comes from a cru vineyard... \n", + "150928 150928 France A perfect salmon shade, with scents of peaches... \n", + "150929 150929 Italy More Pinot Grigios should taste like this. A r... \n", + "\n", + " designation points price province region_1 \\\n", + "150925 NaN 91 20.0 Southern Italy Fiano di Avellino \n", + "150926 Cuvée Prestige 91 27.0 Champagne Champagne \n", + "150927 Terre di Dora 91 20.0 Southern Italy Fiano di Avellino \n", + "150928 Grand Brut Rosé 90 52.0 Champagne Champagne \n", + "150929 NaN 90 15.0 Northeastern Italy Alto Adige \n", + "\n", + " region_2 variety winery \n", + "150925 NaN White Blend Feudi di San Gregorio \n", + "150926 NaN Champagne Blend H.Germain \n", + "150927 NaN White Blend Terredora \n", + "150928 NaN Champagne Blend Gosset \n", + "150929 NaN Pinot Grigio Alois Lageder " + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.tail() # С помощью метода head выводим первые 5 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "TAEcUwXohkw9" + }, + "source": [ + "Что-то не то с первым столбцом, немного поправим" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "id": "UQ_ne0wIhkw-" + }, + "outputs": [], + "source": [ + "data = pd.read_csv('wine_base.csv', index_col = 0) # В параметре index_col указываем столбец, который будет использоваться как индекс нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 924 + }, + "id": "u5iBpJ0jhkxC", + "outputId": "b8c9ab01-2747-467a-e833-870c9d83d11b", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "8 US This re-named vineyard was formerly bottled as... \n", + "9 US The producer sources from two blocks of the vi... \n", + "10 Italy Elegance, complexity and structure come togeth... \n", + "11 US From 18-year-old vines, this supple well-balan... \n", + "12 US A standout even in this terrific lineup of 201... \n", + "13 France This wine is in peak condition. The tannins an... \n", + "14 US With its sophisticated mix of mineral, acid an... \n", + "15 US First made in 2006, this succulent luscious Ch... \n", + "16 US This blockbuster, powerhouse of a wine suggest... \n", + "17 Spain Nicely oaked blackberry, licorice, vanilla and... \n", + "18 France Coming from a seven-acre vineyard named after ... \n", + "19 US This fresh and lively medium-bodied wine is be... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "8 Silice 95 65.0 Oregon \n", + "9 Gap's Crown Vineyard 95 60.0 California \n", + "10 Ronco della Chiesa 95 80.0 Northeastern Italy \n", + "11 Estate Vineyard Wadensvil Block 95 48.0 Oregon \n", + "12 Weber Vineyard 95 48.0 Oregon \n", + "13 Château Montus Prestige 95 90.0 Southwest France \n", + "14 Grace Vineyard 95 185.0 Oregon \n", + "15 Sigrid 95 90.0 Oregon \n", + "16 Rainin Vineyard 95 325.0 California \n", + "17 6 Años Reserva Premium 95 80.0 Northern Spain \n", + "18 Le Pigeonnier 95 290.0 Southwest France \n", + "19 Gap's Crown Vineyard 95 75.0 California \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "8 Chehalem Mountains Willamette Valley Pinot Noir \n", + "9 Sonoma Coast Sonoma Pinot Noir \n", + "10 Collio NaN Friulano \n", + "11 Ribbon Ridge Willamette Valley Pinot Noir \n", + "12 Dundee Hills Willamette Valley Pinot Noir \n", + "13 Madiran NaN Tannat \n", + "14 Dundee Hills Willamette Valley Pinot Noir \n", + "15 Willamette Valley Willamette Valley Chardonnay \n", + "16 Diamond Mountain District Napa Cabernet Sauvignon \n", + "17 Ribera del Duero NaN Tempranillo \n", + "18 Cahors NaN Malbec \n", + "19 Sonoma Coast Sonoma Pinot Noir \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez \n", + "8 Bergström \n", + "9 Blue Farm \n", + "10 Borgo del Tiglio \n", + "11 Patricia Green Cellars \n", + "12 Patricia Green Cellars \n", + "13 Vignobles Brumont \n", + "14 Domaine Serene \n", + "15 Bergström \n", + "16 Hall \n", + "17 Valduero \n", + "18 Château Lagrézette \n", + "19 Gary Farrell " + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(20) # С помощью метода head выводим первые 20 строк нашего ДатаФрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "UnU4xLLzhkxG" + }, + "source": [ + "**Информация о загруженных данных**:\n", + "\n", + "- Посчитаем, сколько записей\n", + "- Посмотрим, какого типа данные\n", + "- Проверим, есть ли пропуски" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "Z-MKWiELhkxP", + "outputId": "68ca424e-83eb-4d17-d779-1ea7f1a6b4ae" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(150930, 10)" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape (так же как и в numpy-массивах) показывает размерность нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "SEr52zb4hkxT", + "outputId": "d72fe356-c89d-4d61-c62b-a64359f748d2" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "1509300" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size (так же как и в numpy-массивах) показывает количество элементов в нашем датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "sw8ATDX1hkxJ", + "outputId": "2cfce98c-00bf-4093-8bf5-6573e0cd909f", + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 150925\n", + "description 150930\n", + "designation 105195\n", + "points 150930\n", + "price 137235\n", + "province 150925\n", + "region_1 125870\n", + "region_2 60953\n", + "variety 150930\n", + "winery 150930\n", + "dtype: int64" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "OwVkE1MKX6mW", + "outputId": "9a9f1142-de9c-4ffa-e051-bb58af728151" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 100\n", + "description 100\n", + "designation 84\n", + "points 100\n", + "price 96\n", + "province 100\n", + "region_1 92\n", + "region_2 43\n", + "variety 100\n", + "winery 100\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(100).count() # Применим метод .count() к первым ста записям нашего датафрейма" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "5AjpVmYFhkxX" + }, + "source": [ + "- Метод info() заодно показывает, какого типа данные в столбцах" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 306 + }, + "id": "G8RHx3kvhkxZ", + "outputId": "cf46dd23-3acf-4d2e-c8c4-046fa7b1f8d6" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Int64Index: 150930 entries, 0 to 150929\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 country 150925 non-null object \n", + " 1 description 150930 non-null object \n", + " 2 designation 105195 non-null object \n", + " 3 points 150930 non-null int64 \n", + " 4 price 137235 non-null float64\n", + " 5 province 150925 non-null object \n", + " 6 region_1 125870 non-null object \n", + " 7 region_2 60953 non-null object \n", + " 8 variety 150930 non-null object \n", + " 9 winery 150930 non-null object \n", + "dtypes: float64(1), int64(1), object(8)\n", + "memory usage: 12.7+ MB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "cMRzYwQdhkxd", + "outputId": "4afa01d4-ec65-452a-fc89-c503253c1efa" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country object\n", + "description object\n", + "designation object\n", + "points int64\n", + "price float64\n", + "province object\n", + "region_1 object\n", + "region_2 object\n", + "variety object\n", + "winery object\n", + "dtype: object" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "S3TniwKUhkxh" + }, + "source": [ + "Начнем проверять на пропуски! \n", + "\n", + "- .isnull() - выдает табличку, где False - ячейка заполнена, True - ячейка пуста :( Ближайшая родня - isna()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "uq1iywLbYsxS", + "outputId": "fcc31e0d-6e49-4967-ac34-d03865227b1f" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head() # Отобразим первые 5 строк нашего датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "_oxBR6lAzfgu", + "outputId": "1b2f600d-ea50-4289-cfd6-976ea1526877" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " country description designation points price province region_1 \\\n", + "0 False False False False False False False \n", + "1 False False False False False False False \n", + "2 False False False False False False False \n", + "3 False False False False False False False \n", + "4 False False False False False False False \n", + "\n", + " region_2 variety winery \n", + "0 False False False \n", + "1 True False False \n", + "2 False False False \n", + "3 False False False \n", + "4 True False False " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ZjTn7cM5zyta", + "outputId": "b3889e78-08c3-4bdf-c4ec-260d35eed9ea" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 5\n", + "description 0\n", + "designation 45735\n", + "points 0\n", + "price 13695\n", + "province 5\n", + "region_1 25060\n", + "region_2 89977\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "D7aHOhOGY5pe", + "outputId": "ce904bd7-3087-40a2-824e-7f7047f358db" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0\n", + "description 0\n", + "designation 16\n", + "points 0\n", + "price 4\n", + "province 0\n", + "region_1 8\n", + "region_2 57\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(100).isna().sum() # Подсчитаем количество пропусков в каждом столбце для первых ста записей" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ZaiGPw-KY9eQ", + "outputId": "3ffbc798-c5bc-4970-c6c3-1608da30afe4" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0\n", + "description 0\n", + "designation 16\n", + "points 0\n", + "price 4\n", + "province 0\n", + "region_1 8\n", + "region_2 57\n", + "variety 0\n", + "winery 0\n", + "dtype: int64" + ] + }, + "execution_count": 20, + "metadata": { + "tags": [] + }, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head(100).sum() # Подсчитаем количество пропусков в каждом столбце для первых ста записей (равнозначно предыдущей записи)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "NHeX2czDhkxi", + "outputId": "9995758b-2f88-47ca-ab63-37cb364875dd" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "country 0.000033\n", + "description 0.000000\n", + "designation 0.303021\n", + "points 0.000000\n", + "price 0.090737\n", + "province 0.000033\n", + "region_1 0.166037\n", + "region_2 0.596151\n", + "variety 0.000000\n", + "winery 0.000000\n", + "dtype: float64" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "round(data.isna().sum() / data.shape[0], 6) # Посчитаем какую часть составляют пропуски от общего количества элементов" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "tvAQTignhkxo", + "outputId": "7d223855-7d97-4529-bb74-572e21ed89a2" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "174477\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() # Подсчитаем сколько всего пропусков (во всех столбцах) в нашем датафрейме\n", + "print(proc) # Отобразим количество посчитанных пропусков" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "EOZz-GAPhkxr", + "outputId": "b7997cfd-a292-48ff-d431-ff425d210a7c" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "11.6%\n" + ] + } + ], + "source": [ + "# Переведем полученное значение в процентное отображение\n", + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "OuW1gRtlhkxz" + }, + "outputs": [], + "source": [ + "### Как оценить пропуски визуально" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 735 + }, + "id": "ToPE3VkWhkx1", + "outputId": "6a5c7213-1a94-4823-e5cf-3d19468a890d" + }, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt # Загружаем модуль matplotlib.pyplot\n", + "import seaborn as sns # Загружаем модуль seaborn\n", + "%matplotlib inline\n", + "\n", + "fig, ax = plt.subplots(figsize=(20,12)) # Создаем область под график\n", + "sns_heatmap = sns.heatmap(data.isnull(), yticklabels=False, cbar=False, cmap='viridis') # Визуализируем прпуски\n", + "plt.show() # Отображаем график" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "E8w2yGJ1hkx6" + }, + "source": [ + "Что с ним делать?\n", + "\n", + "Выбора не очень много:
\n", + "\n", + "1) Удалять: \n", + "- dropna(axis=0, how='any'): axis = 0 - удаляем построчно, axis = 1 выкидываем столбец; how ='any' - выкидываем, если есть хотя бы одна ячейка пустая. how = 'all' - выкидываем, если есть полностью пустая строка или столбец\n", + "\n", + "2) Вставлять информацию самим:\n", + "- fillna() - это отдельное искусство, как заполнять. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 495 + }, + "id": "uZgh1E3nhkx6", + "outputId": "3a6709c7-3fbc-4260-bcd9-69c47228b013" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroPythonTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolPythonProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroPythonTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroPythonTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroPythonTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
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11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
20USHeitz has made this stellar rosé from the rare...Grignolino9524.0CaliforniaNapa ValleyNapaRoséHeitz
25New ZealandYields were down in 2015, but intensity is up,...Maté's Vineyard9457.0KumeuNaNNaNChardonnayKumeu River
30BulgariaThis Bulgarian Mavrud presents the nose with s...Bergulé9015.0BulgariaNaNNaNMavrudVilla Melnik
35ItalyForest floor, tilled soil, mature berry and a ...Riserva90135.0TuscanyBrunello di MontalcinoNaNSangioveseCarillon
40SpainEarthy plum and cherry aromas score points for...Amandi9017.0GaliciaRibeira SacraNaNMencíaDon Bernardino
45ItalyA blend of 90% Sangiovese and 10% Canaiolo, th...Vigneto Odoardo Beccari Riserva9030.0TuscanyChianti ClassicoNaNRed BlendVignavecchia
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2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
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2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
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descriptionpoints
0This tremendous 100% varietal wine hails from ...96
5Deep, dense and pure from the opening bell, th...95
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" + ], + "text/plain": [ + " description points\n", + "0 This tremendous 100% varietal wine hails from ... 96\n", + "5 Deep, dense and pure from the opening bell, th... 95\n", + "10 Elegance, complexity and structure come togeth... 95\n", + "15 First made in 2006, this succulent luscious Ch... 95\n", + "20 Heitz has made this stellar rosé from the rare... 95" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.iloc[::5, [1,3]].head() # Отобразим каждую 5 строку и 1 и 3 столбец" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "sIao6149hkyy" + }, + "source": [ + "#### Отбор с условиями\n", + "\n", + "Так, а если мне нужны вина дороже $15 долларов? Как быть?" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": { + "id": "YsIrLdRnhkyy" + }, + "outputs": [], + "source": [ + "#задаем маску\n", + "mask = data['price'] > 15" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 119 + }, + "id": "nfVB6YBbhky0", + "outputId": "ebfb750f-f4f2-43a3-c62b-4e39273046de" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0 True\n", + "1 True\n", + "2 True\n", + "3 True\n", + "4 True\n", + "Name: price, dtype: bool" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mask.head() # Отобразим маску" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 359 + }, + "id": "FADnit0Ghky2", + "outputId": "16cf6881-4c3c-408e-f661-4141182143d5" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
.................................
150924FranceReally fine for a low-acid vintage, there's an...Diamant Bleu9170.0ChampagneChampagneNaNChampagne BlendHeidsieck & Co Monopole
150925ItalyMany people feel Fiano represents southern Ita...NaN9120.0Southern ItalyFiano di AvellinoNaNWhite BlendFeudi di San Gregorio
150926FranceOffers an intriguing nose with ginger, lime an...Cuvée Prestige9127.0ChampagneChampagneNaNChampagne BlendH.Germain
150927ItalyThis classic example comes from a cru vineyard...Terre di Dora9120.0Southern ItalyFiano di AvellinoNaNWhite BlendTerredora
150928FranceA perfect salmon shade, with scents of peaches...Grand Brut Rosé9052.0ChampagneChampagneNaNChampagne BlendGosset
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103342 rows × 10 columns

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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "... ... ... \n", + "150924 France Really fine for a low-acid vintage, there's an... \n", + "150925 Italy Many people feel Fiano represents southern Ita... \n", + "150926 France Offers an intriguing nose with ginger, lime an... \n", + "150927 Italy This classic example comes from a cru vineyard... \n", + "150928 France A perfect salmon shade, with scents of peaches... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "... ... ... ... ... \n", + "150924 Diamant Bleu 91 70.0 Champagne \n", + "150925 NaN 91 20.0 Southern Italy \n", + "150926 Cuvée Prestige 91 27.0 Champagne \n", + "150927 Terre di Dora 91 20.0 Southern Italy \n", + "150928 Grand Brut Rosé 90 52.0 Champagne \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "... ... ... ... \n", + "150924 Champagne NaN Champagne Blend \n", + "150925 Fiano di Avellino NaN White Blend \n", + "150926 Champagne NaN Champagne Blend \n", + "150927 Fiano di Avellino NaN White Blend \n", + "150928 Champagne NaN Champagne Blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "... ... \n", + "150924 Heidsieck & Co Monopole \n", + "150925 Feudi di San Gregorio \n", + "150926 H.Germain \n", + "150927 Terredora \n", + "150928 Gosset \n", + "\n", + "[103342 rows x 10 columns]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#и отбираем данные\n", + "temp = data[mask] # Выбираем данные из датафрейма в соответствии с маской и записываем их в новый даатафрейм temp\n", + "temp # Отображаем temp" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "EHT3VYtNhky4", + "outputId": "84091e0c-6995-4d73-b63a-c69aeec6ecd4" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
898ItalyAromas of crushed plum, asphalt, oak, toast, e...Sorì Tildin92500.0PiedmontLangheNaNRed BlendGaja
2145FranceFull of ripe fruit, opulent and concentrated, ...NaN100848.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau Haut-Brion
2155FranceThere is a sense of pure juicy black-currant f...NaN97450.0BordeauxMargauxNaNBordeaux-style Red BlendChâteau Margaux
2159FranceWith seriously dense tannins, this shows great...NaN97330.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau Haut-Brion
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
2145FranceFull of ripe fruit, opulent and concentrated, ...NaN100848.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau Haut-Brion
2155FranceThere is a sense of pure juicy black-currant f...NaN97450.0BordeauxMargauxNaNBordeaux-style Red BlendChâteau Margaux
2159FranceWith seriously dense tannins, this shows great...NaN97330.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau Haut-Brion
2434FranceWith 83% Sémillon in the blend, this wine has ...NaN97698.0BordeauxPessac-LéognanNaNBordeaux-style White BlendChâteau La Mission Haut-Brion
2673FranceAs with Clos de Vougeot in red, every producer...NaN90238.0BurgundyCorton-CharlemagneNaNChardonnayJean-Luc and Paul Aegerter
2733FranceRichly endowed, the wine is beautifully concen...NaN95202.0BordeauxPessac-LéognanNaNBordeaux-style Red BlendChâteau La Mission Haut-Brion
2742FranceThis is a powerfully structured wine from a 18...NaN95250.0BordeauxPomerolNaNBordeaux-style Red BlendChâteau Trotanoy
7796FranceThis is full of fruit and weighty tannins. Com...NaN96240.0BurgundyChambertinNaNPinot NoirDomaine Rossignol-Trapet
7798FranceInitially, this is a richly ripe wine with tro...NaN96315.0BurgundyChevalier-MontrachetNaNChardonnayBouchard Père & Fils
8071FranceRounded and rich, it is full of dark fruits an...Clos des Cortons Faiveley95225.0BurgundyCorton-RognetNaNPinot NoirDomaine Faiveley
8072FranceThis is the big one, one of the most treasured...NaN95520.0BurgundyMontrachetNaNChardonnayLouis Latour
8074FranceA small, acre-sized parcel gives a wine that h...NaN95300.0BurgundyChambertin Clos de BèzeNaNPinot NoirChanson Père et Fils
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" + ], + "text/plain": [ + " country ... winery\n", + "0 US ... Heitz\n", + "16 US ... Hall\n", + "18 France ... Château Lagrézette\n", + "2145 France ... Château Haut-Brion\n", + "2155 France ... Château Margaux\n", + "2159 France ... Château Haut-Brion\n", + "2434 France ... Château La Mission Haut-Brion\n", + "2673 France ... Jean-Luc and Paul Aegerter\n", + "2733 France ... Château La Mission Haut-Brion\n", + "2742 France ... Château Trotanoy\n", + "7796 France ... Domaine Rossignol-Trapet\n", + "7798 France ... Bouchard Père & Fils\n", + "8071 France ... Domaine Faiveley\n", + "8072 France ... Louis Latour\n", + "8074 France ... Chanson Père et Fils\n", + "\n", + "[15 rows x 10 columns]" + ] + }, + "execution_count": 44, + "metadata": { + "tags": [] + }, + "output_type": "execute_result" + } + ], + "source": [ + "data[(data.price > 200) & ((data.country == 'US') | (data.country == 'France'))].head(15) # Составное условие" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Da0WfR_5hky_" + }, + "outputs": [], + "source": [ + "### Мультииндексация" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "gIqtjR45hky_", + "outputId": "48a1fdf1-4c7f-4c3c-8e76-b9e773cb15c7" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head() # Отобразим наш датафрем" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "JizHrXguhkzC", + "outputId": "4b793963-14d9-4f87-bb3f-b26bb14d2d8e" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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descriptiondesignationpointsprovinceregion_1region_2varietywinery
countryprice
Albania20.020220022
Argentina4.032333033
5.091999099
6.0741974747407474
7.0611961616106161
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230.022222022
250.011111011
Australia5.011011111101111
6.092999099
7.0512151515105151
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" + ], + "text/plain": [ + " description designation points province region_1 \\\n", + "country price \n", + "Albania 20.0 2 0 2 2 0 \n", + "Argentina 4.0 3 2 3 3 3 \n", + " 5.0 9 1 9 9 9 \n", + " 6.0 74 19 74 74 74 \n", + " 7.0 61 19 61 61 61 \n", + "... ... ... ... ... ... \n", + " 230.0 2 2 2 2 2 \n", + " 250.0 1 1 1 1 1 \n", + "Australia 5.0 11 0 11 11 11 \n", + " 6.0 9 2 9 9 9 \n", + " 7.0 51 21 51 51 51 \n", + "\n", + " region_2 variety winery \n", + "country price \n", + "Albania 20.0 0 2 2 \n", + "Argentina 4.0 0 3 3 \n", + " 5.0 0 9 9 \n", + " 6.0 0 74 74 \n", + " 7.0 0 61 61 \n", + "... ... ... ... \n", + " 230.0 0 2 2 \n", + " 250.0 0 1 1 \n", + "Australia 5.0 0 11 11 \n", + " 6.0 0 9 9 \n", + " 7.0 0 51 51 \n", + "\n", + "[100 rows x 8 columns]" + ] + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_ = data.groupby(['country', 'price']).count() # Сграппируем данные сначала по странам, а затем по price\n", + "data_.head(100) # Отобразим первые 50 строк нового датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 450 + }, + "id": "hE9aG1imhkzG", + "outputId": "b2abe0e9-93f7-4044-e88c-844918452e52" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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descriptiondesignationpointsprovinceregion_1region_2varietywinery
price
4.092999999
5.03316333333323333
6.05813585858585858
7.020658206206206203206206
8.0458188458458456444458458
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350.050555455
450.010111111
500.032333333
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2013.011111111
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" + ], + "text/plain": [ + " description designation points province region_1 region_2 \\\n", + "price \n", + "4.0 9 2 9 9 9 9 \n", + "5.0 33 16 33 33 33 32 \n", + "6.0 58 13 58 58 58 58 \n", + "7.0 206 58 206 206 206 203 \n", + "8.0 458 188 458 458 456 444 \n", + "... ... ... ... ... ... ... \n", + "350.0 5 0 5 5 5 4 \n", + "450.0 1 0 1 1 1 1 \n", + "500.0 3 2 3 3 3 3 \n", + "625.0 2 2 2 2 2 2 \n", + "2013.0 1 1 1 1 1 1 \n", + "\n", + " variety winery \n", + "price \n", + "4.0 9 9 \n", + "5.0 33 33 \n", + "6.0 58 58 \n", + "7.0 206 206 \n", + "8.0 458 458 \n", + "... ... ... \n", + "350.0 5 5 \n", + "450.0 1 1 \n", + "500.0 3 3 \n", + "625.0 2 2 \n", + "2013.0 1 1 \n", + "\n", + "[149 rows x 8 columns]" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_.loc['US'] # Отобразим все данные для 'US'" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 170 + }, + "id": "ZteYvkfehkzL", + "outputId": "938087ed-492f-4ddf-c3f1-16ca3b38f331" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "description 318\n", + "designation 261\n", + "points 318\n", + "province 318\n", + "region_1 318\n", + "region_2 317\n", + "variety 318\n", + "winery 318\n", + "Name: (US, 100.0), dtype: int64" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_.loc['US', 100] # Отобразим данные для 'US', у кого 100 points" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6o6JX1OnhkzP" + }, + "outputs": [], + "source": [ + "#### Как изменять значения в табличке" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "sVulAc0HsaLu", + "outputId": "6fca9bb4-357b-4398-e509-6191a1ee9e74" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_backup = data.copy() # Создаем копию нашего датафрейма и записываем в переменную data_backup\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 297 + }, + "id": "eMhSX4jqhkzP", + "outputId": "5ee71b23-0935-46c4-925f-912e28eeda25" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USkotikiMartha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...1299690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...newnewnewOregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...newnewnewProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
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" + ], + "text/plain": [ + " country description \\\n", + "0 US kotiki \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 129 96 90.0 California \n", + "3 new new new Oregon \n", + "4 new new new Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez " + ] + }, + "execution_count": 50, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.iloc[0,1] = 'kotiki' # Вставляем новое значение в 0 строку и 1 стоблец\n", + "data.iloc[2,2] = '129' # Вставляем новое значение в 2 строку и 2 стоблец\n", + "data.iloc[3:5,2:5] = 'new' # Вставляем новое значение с 3 по 5 строку и со 2го по 5ый стоблец\n", + "data.head(8)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": { + "id": "RZvBCkMCsiOT" + }, + "outputs": [], + "source": [ + "data = data_backup.copy() # Восстанавливаем данные из копии" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "SNliNx3TPCTX", + "outputId": "2f0ccacf-df6b-4499-c844-12be866957dc" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
\n", + "
" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 52, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "qXlU-wqyhkzT", + "outputId": "b65e6f8a-0562-43d7-b09a-ff2c8f9eab35" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard2001000.0CaliforniaNapa ValleySyberiaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva2001000.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySyberiaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleySyberiaPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
\n", + "
" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 200 1000.0 California \n", + "1 Carodorum Selección Especial Reserva 200 1000.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety winery \n", + "0 Napa Valley Syberia Cabernet Sauvignon Heitz \n", + "1 Toro NaN Tinta de Toro Bodega Carmen Rodríguez \n", + "2 Knights Valley Syberia Sauvignon Blanc Macauley \n", + "3 Willamette Valley Syberia Pinot Noir Ponzi \n", + "4 Bandol NaN Provence red blend Domaine de la Bégude " + ] + }, + "execution_count": 53, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.loc[data.country == 'US', 'region_2'] = 'Syberia'\n", + "data.loc[data.price > 100, 'points'] = 200\n", + "data.loc[data.price > 100, 'price'] = 1000\n", + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "6PumqSIU7Q7U" + }, + "outputs": [], + "source": [ + "## Перевод в Numpy\n" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 51 + }, + "id": "Obs9TzQ9E8ss", + "outputId": "7ea94ae7-0ee5-4773-be88-14ab92522349" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(150930, 10)\n" + ] + }, + { + "data": { + "text/plain": [ + "dtype('O')" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np_data = data.values # Получаем данные из датафрейма и записываем их в переменную np_data\n", + "print(np_data.shape) # Выводим размерность np_data\n", + "np_data.dtype" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 105 + }, + "id": "y1n1cNpdrFqQ", + "outputId": "f6f3c2df-9732-40ed-8569-5d53223b9a24" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['US'\n", + " 'This tremendous 100% varietal wine hails from Oakville and was aged over three years in oak. Juicy red-cherry fruit and a compelling hint of caramel greet the palate, framed by elegant, fine tannins and a subtle minty tone in the background. Balanced and rewarding from start to finish, it has years ahead of it to develop further nuance. Enjoy 2022–2030.'\n", + " \"Martha's Vineyard\" 200 1000.0 'California' 'Napa Valley' 'Syberia'\n", + " 'Cabernet Sauvignon' 'Heitz']\n" + ] + } + ], + "source": [ + "print(np_data[0]) # Выводим 0ой элемент из массива" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 717 + }, + "id": "UsAcU8mBnWwn", + "outputId": "4eec37c8-c418-4140-de98-c4ec5b6bbe8b" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['US'\n", + " 'This tremendous 100% varietal wine hails from Oakville and was aged over three years in oak. Juicy red-cherry fruit and a compelling hint of caramel greet the palate, framed by elegant, fine tannins and a subtle minty tone in the background. Balanced and rewarding from start to finish, it has years ahead of it to develop further nuance. Enjoy 2022–2030.'\n", + " \"Martha's Vineyard\" 200 1000.0 'California' 'Napa Valley' 'Syberia'\n", + " 'Cabernet Sauvignon' 'Heitz']\n", + "['Spain'\n", + " 'Ripe aromas of fig, blackberry and cassis are softened and sweetened by a slathering of oaky chocolate and vanilla. This is full, layered, intense and cushioned on the palate, with rich flavors of chocolaty black fruits and baking spices. A toasty, everlasting finish is heady but ideally balanced. Drink through 2023.'\n", + " 'Carodorum Selección Especial Reserva' 200 1000.0 'Northern Spain' 'Toro'\n", + " nan 'Tinta de Toro' 'Bodega Carmen Rodríguez']\n", + "['US'\n", + " 'Mac Watson honors the memory of a wine once made by his mother in this tremendously delicious, balanced and complex botrytised white. Dark gold in color, it layers toasted hazelnut, pear compote and orange peel flavors, reveling in the succulence of its 122 g/L of residual sugar.'\n", + " 'Special Selected Late Harvest' 96 90.0 'California' 'Knights Valley'\n", + " 'Syberia' 'Sauvignon Blanc' 'Macauley']\n", + "['US'\n", + " \"This spent 20 months in 30% new French oak, and incorporates fruit from Ponzi's Aurora, Abetina and Madrona vineyards, among others. Aromatic, dense and toasty, it deftly blends aromas and flavors of toast, cigar box, blackberry, black cherry, coffee and graphite. Tannins are polished to a fine sheen, and frame a finish loaded with dark chocolate and espresso. Drink now through 2032.\"\n", + " 'Reserve' 96 65.0 'Oregon' 'Willamette Valley' 'Syberia' 'Pinot Noir'\n", + " 'Ponzi']\n", + "['France'\n", + " 'This is the top wine from La Bégude, named after the highest point in the vineyard at 1200 feet. It has structure, density and considerable acidity that is still calming down. With 18 months in wood, the wine has developing an extra richness and concentration. Produced by the Tari family, formerly of Château Giscours in Margaux, it is a wine made for aging. Drink from 2020.'\n", + " 'La Brûlade' 95 66.0 'Provence' 'Bandol' nan 'Provence red blend'\n", + " 'Domaine de la Bégude']\n", + "['Spain'\n", + " 'Deep, dense and pure from the opening bell, this Toro is a winner. Aromas of dark ripe black fruits are cool and moderately oaked. This feels massive on the palate but sensationally balanced. Flavors of blackberry, coffee, mocha and toasty oak finish spicy, smooth and heady. Drink this exemplary Toro through 2023.'\n", + " 'Numanthia' 95 73.0 'Northern Spain' 'Toro' nan 'Tinta de Toro'\n", + " 'Numanthia']\n", + "['Spain'\n", + " \"Slightly gritty black-fruit aromas include a sweet note of pastry along with a hint of prune. Wall-to-wall saturation ensures that all corners of one's mouth are covered. Flavors of blackberry, mocha and chocolate are highly impressive and expressive, while this settles nicely on a long finish. Drink now through 2024.\"\n", + " 'San Román' 95 65.0 'Northern Spain' 'Toro' nan 'Tinta de Toro'\n", + " 'Maurodos']\n", + "['Spain'\n", + " 'Lush cedary black-fruit aromas are luxe and offer notes of marzipan and vanilla. This bruiser is massive and tannic on the palate, but still lush and friendly. Chocolate is a key flavor, while baked berry and cassis flavors are hardly wallflowers. On the finish, this is tannic and deep as a sea trench. Drink this saturated black-colored Toro through 2023.'\n", + " 'Carodorum Único Crianza' 200 1000.0 'Northern Spain' 'Toro' nan\n", + " 'Tinta de Toro' 'Bodega Carmen Rodríguez']\n", + "['US'\n", + " \"This re-named vineyard was formerly bottled as deLancellotti. You'll find striking minerality underscoring chunky black fruits. Accents of citrus and graphite comingle, with exceptional midpalate concentration. This is a wine to cellar, though it is already quite enjoyable. Drink now through 2030.\"\n", + " 'Silice' 95 65.0 'Oregon' 'Chehalem Mountains' 'Syberia' 'Pinot Noir'\n", + " 'Bergström']\n", + "['US'\n", + " 'The producer sources from two blocks of the vineyard for this wine—one at a high elevation, which contributes bright acidity. Crunchy cranberry, pomegranate and orange peel flavors surround silky, succulent layers of texture that present as fleshy fruit. That delicately lush flavor has considerable length.'\n", + " \"Gap's Crown Vineyard\" 95 60.0 'California' 'Sonoma Coast' 'Syberia'\n", + " 'Pinot Noir' 'Blue Farm']\n" + ] + } + ], + "source": [ + "# Выведем первые 10 элементов из np_data\n", + "for i in range(10):\n", + " print(np_data[i])" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8F6G2AUnKFCA" + }, + "source": [ + "# **Глоссарий**\n", + "\n", + "\n", + "pd.DataFrame(данные, columns = [колонки, если есть], index = [индексы ,если есть]) - создать датафрейм\n", + "\n", + "pd.read_csv(полный адрес расположения файла) - открыть .csv файл\n", + "\n", + "------------\n", + "\n", + ".head() - посмотреть верхушку датафрейма (первые n строк)\n", + "\n", + ".tail() - посмотреть конец датафрейма (последние n строк)\n", + "\n", + ".columns - список колонок датафрейма\n", + "\n", + ".values - вывести массив всех значений датафрейма\n", + "\n", + ".index - список индексов датафрейма\n", + "\n", + ".tolist() - перевести в список\n", + "\n", + ".count() - посчитать количество определенных величин во фрейме\n", + "\n", + ".describe() - посмотреть основные статистические характеристики фрейма\n", + "\n", + ".shape - форма фрейма (строки, колонки)\n", + "\n", + ".size - размер фрейма строки*колонки\n", + "\n", + ".info() - информация о данных каждой колонки\n", + "\n", + ".dtypes - тип данных каждой колонки\n", + "\n", + ".isnull() - где недостает значений\n", + "\n", + ".isna()- есть ли значения None\n", + "\n", + ".dropna() - выкинуть строки/колонки с None\n", + "\n", + ".fillna() - заполнить заданным значеним ячейки, где есть None\n", + "\n", + ".loc[] - вывести значения по названиям колонок\n", + "\n", + ".iloc[] - вывести значения по индексам колонок\n", + "\n", + ".drop() - выкинуть определенные значения\n", + "\n", + "--------------\n", + "\n", + "pd.to_datetime(колонка, которую переводим в формат временного ряда)\n", + "\n", + ".groupby() - сгруппировать по конкретному признаку\n", + "\n", + ".copy() - создать копию\n", + "\n", + ".sort_values() - сортировка значений\n", + "\n", + "pd.concat([df1,df2]) - конкатенация фреймов\n", + "\n", + ".merge(второй_датафрейм, on = 'общая колонка, по которой склеиваем', how = 'с какой стороны') - конкатенация фреймов через общий признак\n", + "\n", + "-------------\n", + "\n", + "\n", + ".corr() - вычислить корреляцию\n", + "\n", + ".median() - вычислить медиану\n", + "\n", + ".cumsum() - вычислить куммулятивную сумму\n", + "\n", + ".cumprod() - вычислить коммулятивное произведение\n", + "\n", + ".cummax() - вычислить коммулятивный максимум\n", + "\n", + "-------------\n", + "\n", + ".quantile([]) - вычислить квантили\n", + "\n", + ".nunique() - уникальные значения для n-колонок/строк\n", + "\n", + ".unique() - уникальные значения определенной колонки/строк\n", + "\n", + "------------\n", + "\n", + ".apply(функция) - применить функцию для колонки/строки\n", + "\n", + ".agg(набор_функций) - применить ряд функций для колонки/строки\n" + ] + } + ], + "metadata": { + "colab": { + "provenance": [], + "toc_visible": true + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Архив/4 лекция (Pandas ч.2).ipynb b/Архив/4 лекция (Pandas ч.2).ipynb new file mode 100644 index 0000000..7b9958d --- /dev/null +++ b/Архив/4 лекция (Pandas ч.2).ipynb @@ -0,0 +1,4820 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "id": "ojlhGzdxhkwR" + }, + "outputs": [], + "source": [ + "## Pandas. Загрузка библиотек" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "DqYWosnHhkwU" + }, + "outputs": [], + "source": [ + "import pandas as pd # Загружаем библиотеку Pandas\n", + "import numpy as np # Загружаем библиотеку numpy" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "vX8TZMleKHiw" + }, + "outputs": [], + "source": [ + "data = pd.read_csv('wine_base.csv', index_col = 0) # С помощью метода read_csv загружаем файл wine_base.csv и записываем данные в data" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "ggbR-UGu7wJZ", + "outputId": "735190d5-000c-479d-fb04-d7973bd58dd4" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "id": "_mybfuLlhkzU" + }, + "outputs": [], + "source": [ + "## 1. Конкатенация\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "vUn3NnurhkzV", + "outputId": "11da5650-2592-40f3-c0d6-59a503352985" + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[4, 5, 6, 7, 234, 23, 0, 1, 2, 3, 4, 5, 6, 7, 234, 23, 0, 1, 2, 3, 0, 1, 2, 3]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "a = [0, 1, 2, 3] # Создаем список а\n", + "b = [4, 5, 6, 7, 234, 23] # Создаем список b\n", + "b + a + b + a + a # Делаем конкатенацию (объединение) списков" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "DzVWtFnXhkzX" + }, + "outputs": [], + "source": [ + "data_1 = data[0:15].copy() # Берем первые 15 строк из data и делаем их копию в data_1\n", + "data_2 = data[15:30].copy() # Берем строки с 15 по 30 из data и делаем их копию в data_2" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "T2Nq4UnUhkza", + "outputId": "0d7c713f-8eae-4e25-878c-c7e1cf26f8d5" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
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" + ], + "text/plain": [ + " country description \\\n", + "15 US First made in 2006, this succulent luscious Ch... \n", + "16 US This blockbuster, powerhouse of a wine suggest... \n", + "17 Spain Nicely oaked blackberry, licorice, vanilla and... \n", + "18 France Coming from a seven-acre vineyard named after ... \n", + "19 US This fresh and lively medium-bodied wine is be... \n", + "\n", + " designation points price province \\\n", + "15 Sigrid 95 90.0 Oregon \n", + "16 Rainin Vineyard 95 325.0 California \n", + "17 6 Años Reserva Premium 95 80.0 Northern Spain \n", + "18 Le Pigeonnier 95 290.0 Southwest France \n", + "19 Gap's Crown Vineyard 95 75.0 California \n", + "\n", + " region_1 region_2 variety \\\n", + "15 Willamette Valley Willamette Valley Chardonnay \n", + "16 Diamond Mountain District Napa Cabernet Sauvignon \n", + "17 Ribera del Duero NaN Tempranillo \n", + "18 Cahors NaN Malbec \n", + "19 Sonoma Coast Sonoma Pinot Noir \n", + "\n", + " winery \n", + "15 Bergström \n", + "16 Hall \n", + "17 Valduero \n", + "18 Château Lagrézette \n", + "19 Gary Farrell " + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_2.head() # Выводим первые 5 строк data_2" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "hQn7iScFhkzb", + "outputId": "1dfa87c8-4278-49f5-c1d4-8507d2d13667" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
5SpainDeep, dense and pure from the opening bell, th...Numanthia9573.0Northern SpainToroNaNTinta de ToroNumanthia
6SpainSlightly gritty black-fruit aromas include a s...San Román9565.0Northern SpainToroNaNTinta de ToroMaurodos
7SpainLush cedary black-fruit aromas are luxe and of...Carodorum Único Crianza95110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
8USThis re-named vineyard was formerly bottled as...Silice9565.0OregonChehalem MountainsWillamette ValleyPinot NoirBergström
9USThe producer sources from two blocks of the vi...Gap's Crown Vineyard9560.0CaliforniaSonoma CoastSonomaPinot NoirBlue Farm
10ItalyElegance, complexity and structure come togeth...Ronco della Chiesa9580.0Northeastern ItalyCollioNaNFriulanoBorgo del Tiglio
11USFrom 18-year-old vines, this supple well-balan...Estate Vineyard Wadensvil Block9548.0OregonRibbon RidgeWillamette ValleyPinot NoirPatricia Green Cellars
12USA standout even in this terrific lineup of 201...Weber Vineyard9548.0OregonDundee HillsWillamette ValleyPinot NoirPatricia Green Cellars
13FranceThis wine is in peak condition. The tannins an...Château Montus Prestige9590.0Southwest FranceMadiranNaNTannatVignobles Brumont
14USWith its sophisticated mix of mineral, acid an...Grace Vineyard95185.0OregonDundee HillsWillamette ValleyPinot NoirDomaine Serene
15USFirst made in 2006, this succulent luscious Ch...Sigrid9590.0OregonWillamette ValleyWillamette ValleyChardonnayBergström
16USThis blockbuster, powerhouse of a wine suggest...Rainin Vineyard95325.0CaliforniaDiamond Mountain DistrictNapaCabernet SauvignonHall
17SpainNicely oaked blackberry, licorice, vanilla and...6 Años Reserva Premium9580.0Northern SpainRibera del DueroNaNTempranilloValduero
18FranceComing from a seven-acre vineyard named after ...Le Pigeonnier95290.0Southwest FranceCahorsNaNMalbecChâteau Lagrézette
19USThis fresh and lively medium-bodied wine is be...Gap's Crown Vineyard9575.0CaliforniaSonoma CoastSonomaPinot NoirGary Farrell
20USHeitz has made this stellar rosé from the rare...Grignolino9524.0CaliforniaNapa ValleyNapaRoséHeitz
21SpainAlluring, complex and powerful aromas of grill...Prado Enea Gran Reserva9579.0Northern SpainRiojaNaNTempranillo BlendMuga
22SpainTarry blackberry and cheesy oak aromas are app...Termanthia95220.0Northern SpainToroNaNTinta de ToroNumanthia
23USThe apogee of this ambitious winery's white wi...Giallo Solare9560.0CaliforniaEdna ValleyCentral CoastChardonnayCenter of Effort
24USSan Jose-based producer Adam Comartin heads 1,...R-Bar-R Ranch9545.0CaliforniaSanta Cruz MountainsCentral CoastPinot NoirComartin
25New ZealandYields were down in 2015, but intensity is up,...Maté's Vineyard9457.0KumeuNaNNaNChardonnayKumeu River
26USBergström has made a Shea designate since 2003...Shea Vineyard9462.0OregonWillamette ValleyNaNPinot NoirBergström
27USFocused and dense, this intense wine captures ...Abetina94105.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
28USCranberry, baked rhubarb, anise and crushed sl...Garys' Vineyard9460.0CaliforniaSanta Lucia HighlandsCentral CoastPinot NoirRoar
29USThis standout Rocks District wine brings earth...The Funk Estate9460.0WashingtonWalla Walla Valley (WA)Columbia ValleySyrahSaviah
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "5 Spain Deep, dense and pure from the opening bell, th... \n", + "6 Spain Slightly gritty black-fruit aromas include a s... \n", + "7 Spain Lush cedary black-fruit aromas are luxe and of... \n", + "8 US This re-named vineyard was formerly bottled as... \n", + "9 US The producer sources from two blocks of the vi... \n", + "10 Italy Elegance, complexity and structure come togeth... \n", + "11 US From 18-year-old vines, this supple well-balan... \n", + "12 US A standout even in this terrific lineup of 201... \n", + "13 France This wine is in peak condition. The tannins an... \n", + "14 US With its sophisticated mix of mineral, acid an... \n", + "15 US First made in 2006, this succulent luscious Ch... \n", + "16 US This blockbuster, powerhouse of a wine suggest... \n", + "17 Spain Nicely oaked blackberry, licorice, vanilla and... \n", + "18 France Coming from a seven-acre vineyard named after ... \n", + "19 US This fresh and lively medium-bodied wine is be... \n", + "20 US Heitz has made this stellar rosé from the rare... \n", + "21 Spain Alluring, complex and powerful aromas of grill... \n", + "22 Spain Tarry blackberry and cheesy oak aromas are app... \n", + "23 US The apogee of this ambitious winery's white wi... \n", + "24 US San Jose-based producer Adam Comartin heads 1,... \n", + "25 New Zealand Yields were down in 2015, but intensity is up,... \n", + "26 US Bergström has made a Shea designate since 2003... \n", + "27 US Focused and dense, this intense wine captures ... \n", + "28 US Cranberry, baked rhubarb, anise and crushed sl... \n", + "29 US This standout Rocks District wine brings earth... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "5 Numanthia 95 73.0 Northern Spain \n", + "6 San Román 95 65.0 Northern Spain \n", + "7 Carodorum Único Crianza 95 110.0 Northern Spain \n", + "8 Silice 95 65.0 Oregon \n", + "9 Gap's Crown Vineyard 95 60.0 California \n", + "10 Ronco della Chiesa 95 80.0 Northeastern Italy \n", + "11 Estate Vineyard Wadensvil Block 95 48.0 Oregon \n", + "12 Weber Vineyard 95 48.0 Oregon \n", + "13 Château Montus Prestige 95 90.0 Southwest France \n", + "14 Grace Vineyard 95 185.0 Oregon \n", + "15 Sigrid 95 90.0 Oregon \n", + "16 Rainin Vineyard 95 325.0 California \n", + "17 6 Años Reserva Premium 95 80.0 Northern Spain \n", + "18 Le Pigeonnier 95 290.0 Southwest France \n", + "19 Gap's Crown Vineyard 95 75.0 California \n", + "20 Grignolino 95 24.0 California \n", + "21 Prado Enea Gran Reserva 95 79.0 Northern Spain \n", + "22 Termanthia 95 220.0 Northern Spain \n", + "23 Giallo Solare 95 60.0 California \n", + "24 R-Bar-R Ranch 95 45.0 California \n", + "25 Maté's Vineyard 94 57.0 Kumeu \n", + "26 Shea Vineyard 94 62.0 Oregon \n", + "27 Abetina 94 105.0 Oregon \n", + "28 Garys' Vineyard 94 60.0 California \n", + "29 The Funk Estate 94 60.0 Washington \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "5 Toro NaN Tinta de Toro \n", + "6 Toro NaN Tinta de Toro \n", + "7 Toro NaN Tinta de Toro \n", + "8 Chehalem Mountains Willamette Valley Pinot Noir \n", + "9 Sonoma Coast Sonoma Pinot Noir \n", + "10 Collio NaN Friulano \n", + "11 Ribbon Ridge Willamette Valley Pinot Noir \n", + "12 Dundee Hills Willamette Valley Pinot Noir \n", + "13 Madiran NaN Tannat \n", + "14 Dundee Hills Willamette Valley Pinot Noir \n", + "15 Willamette Valley Willamette Valley Chardonnay \n", + "16 Diamond Mountain District Napa Cabernet Sauvignon \n", + "17 Ribera del Duero NaN Tempranillo \n", + "18 Cahors NaN Malbec \n", + "19 Sonoma Coast Sonoma Pinot Noir \n", + "20 Napa Valley Napa Rosé \n", + "21 Rioja NaN Tempranillo Blend \n", + "22 Toro NaN Tinta de Toro \n", + "23 Edna Valley Central Coast Chardonnay \n", + "24 Santa Cruz Mountains Central Coast Pinot Noir \n", + "25 NaN NaN Chardonnay \n", + "26 Willamette Valley NaN Pinot Noir \n", + "27 Willamette Valley Willamette Valley Pinot Noir \n", + "28 Santa Lucia Highlands Central Coast Pinot Noir \n", + "29 Walla Walla Valley (WA) Columbia Valley Syrah \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude \n", + "5 Numanthia \n", + "6 Maurodos \n", + "7 Bodega Carmen Rodríguez \n", + "8 Bergström \n", + "9 Blue Farm \n", + "10 Borgo del Tiglio \n", + "11 Patricia Green Cellars \n", + "12 Patricia Green Cellars \n", + "13 Vignobles Brumont \n", + "14 Domaine Serene \n", + "15 Bergström \n", + "16 Hall \n", + "17 Valduero \n", + "18 Château Lagrézette \n", + "19 Gary Farrell \n", + "20 Heitz \n", + "21 Muga \n", + "22 Numanthia \n", + "23 Center of Effort \n", + "24 Comartin \n", + "25 Kumeu River \n", + "26 Bergström \n", + "27 Ponzi \n", + "28 Roar \n", + "29 Saviah " + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_concat = pd.concat([data_1, data_2]) # 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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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0USKerasMartha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "\n", + " region_1 region_2 variety winery \n", + "0 Napa Valley Napa Cabernet Sauvignon Heitz \n", + "1 Toro NaN Tinta de Toro Bodega Carmen Rodríguez " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_concat.head(2) # Выводим на экран 2 первые строки df_concat" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "0Chntu25WIF2" + }, + "outputs": [], + "source": [ + "## 2. Добавление столбцов и строк" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "niLdtd4xWMb0", + "outputId": "48bda55e-a9ef-4026-fbd1-70f9021f2b84" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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countrydescriptiondesignationpointspriceprovinceregion_1region_2varietywinery
0USThis tremendous 100% varietal wine hails from ...Martha's Vineyard96235.0CaliforniaNapa ValleyNapaCabernet SauvignonHeitz
1SpainRipe aromas of fig, blackberry and cassis are ...Carodorum Selección Especial Reserva96110.0Northern SpainToroNaNTinta de ToroBodega Carmen Rodríguez
2USMac Watson honors the memory of a wine once ma...Special Selected Late Harvest9690.0CaliforniaKnights ValleySonomaSauvignon BlancMacauley
3USThis spent 20 months in 30% new French oak, an...Reserve9665.0OregonWillamette ValleyWillamette ValleyPinot NoirPonzi
4FranceThis is the top wine from La Bégude, named aft...La Brûlade9566.0ProvenceBandolNaNProvence red blendDomaine de la Bégude
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" + ], + "text/plain": [ + " country description \\\n", + "0 US This tremendous 100% varietal wine hails from ... \n", + "1 Spain Ripe aromas of fig, blackberry and cassis are ... \n", + "2 US Mac Watson honors the memory of a wine once ma... \n", + "3 US This spent 20 months in 30% new French oak, an... \n", + "4 France This is the top wine from La Bégude, named aft... \n", + "\n", + " designation points price province \\\n", + "0 Martha's Vineyard 96 235.0 California \n", + "1 Carodorum Selección Especial Reserva 96 110.0 Northern Spain \n", + "2 Special Selected Late Harvest 96 90.0 California \n", + "3 Reserve 96 65.0 Oregon \n", + "4 La Brûlade 95 66.0 Provence \n", + "\n", + " region_1 region_2 variety \\\n", + "0 Napa Valley Napa Cabernet Sauvignon \n", + "1 Toro NaN Tinta de Toro \n", + "2 Knights Valley Sonoma Sauvignon Blanc \n", + "3 Willamette Valley Willamette Valley Pinot Noir \n", + "4 Bandol NaN Provence red blend \n", + "\n", + " winery \n", + "0 Heitz \n", + "1 Bodega Carmen Rodríguez \n", + "2 Macauley \n", + "3 Ponzi \n", + "4 Domaine de la Bégude " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head() # Выведем первые 5 строк data" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ItPspZfLjAfL" + }, + "source": [ + "Groupby - это очень важный и широко используемый метод. Позволяет делать группировку данных по какому-либо столбцу. \n", + "\n", + "Пример:\n", + "* посчитать средние баллы и цену в разрезе по странам и провинциям" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "UM89p_pcjAfO", + "outputId": "dee3be1a-1cf3-44cb-8af2-4390811c9cce" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/wx/b8w5bvpx5hjdgyvqlfp38x940000gn/T/ipykernel_15726/32687945.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n", + " df_mean = data.groupby(['country']).mean() # Группируем данные по странам и считаем среднее значение (считается для числовых столбцов)\n" + ] + }, + { + "data": { + "text/html": [ + "
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pointsprice
country
Albania88.00000020.000000
Argentina85.99609320.794881
Australia87.89247531.258480
Austria89.27674231.192106
Bosnia and Herzegovina84.75000012.750000
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" + ], + "text/plain": [ + " points price\n", + "country \n", + "Albania 88.000000 20.000000\n", + "Argentina 85.996093 20.794881\n", + "Australia 87.892475 31.258480\n", + "Austria 89.276742 31.192106\n", + "Bosnia and Herzegovina 84.750000 12.750000" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_mean = data.groupby(['country']).mean() # Группируем данные по странам и считаем среднее значение (считается для числовых столбцов)\n", + "df_mean.head() # Выводим первые 5 строк df_mean" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 269 + }, + "id": "xLhe1562suR1", + "outputId": "26e6853b-cb62-464f-9f4e-48f912c84429" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/wx/b8w5bvpx5hjdgyvqlfp38x940000gn/T/ipykernel_15726/30053901.py:1: FutureWarning: Indexing with multiple keys (implicitly converted to a tuple of keys) will be deprecated, use a list instead.\n", + " df_max = data.groupby('country')['points','price'].max() # Группируем данные по странам и считаем максимальное значение\n" + ] + }, + { + "data": { + "text/html": [ + "
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Albania8820.0
Argentina97250.0
Australia100850.0
Austria981100.0
Bosnia and Herzegovina8813.0
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" + ], + "text/plain": [ + " points price\n", + "country \n", + "Albania 88 20.0\n", + "Argentina 97 250.0\n", + "Australia 100 850.0\n", + "Austria 98 1100.0\n", + "Bosnia and Herzegovina 88 13.0" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_max = data.groupby('country')['points','price'].max() # Группируем данные по странам и считаем максимальное значение\n", + "df_max.head() # # Выводим первые 5 строк df_max" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 390 + }, + "id": "6RifUrsujAfY", + "outputId": "ca2d153c-a2bc-4491-b6cd-c5ac1fa1f588" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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pointsprice
country
England92.88888947.500000
Austria89.27674231.192106
France88.92587045.619885
Germany88.62642739.011078
Italy88.41366437.547913
Canada88.23979634.628866
Slovenia88.23404328.061728
Morocco88.16666718.833333
Turkey88.09615425.800000
Portugal88.05768526.332615
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" + ], + "text/plain": [ + " points price\n", + "country \n", + "England 92.888889 47.500000\n", + "Austria 89.276742 31.192106\n", + "France 88.925870 45.619885\n", + "Germany 88.626427 39.011078\n", + "Italy 88.413664 37.547913\n", + "Canada 88.239796 34.628866\n", + "Slovenia 88.234043 28.061728\n", + "Morocco 88.166667 18.833333\n", + "Turkey 88.096154 25.800000\n", + "Portugal 88.057685 26.332615" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# сортировка по столбцу points\n", + "sorted_data = df_mean.sort_values('points', ascending=False) # Сортируем датафрейм со средними значениями по убыванию points\n", + "sorted_data.head(10) # Выводим первые 10 строк sorted_data" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 390 + }, + "id": "_7_n-qrOjAfq", + "outputId": "ce1da65e-7c1b-4ad1-9634-96b814600ea1" + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/wx/b8w5bvpx5hjdgyvqlfp38x940000gn/T/ipykernel_15726/1962610003.py:2: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n", + " data.groupby(['country', 'region_1', 'region_2']).mean().head(10) # Выполняем группировку по трем столбцам (считаем среднее значение) и выводим первые 10 строк\n" + ] + }, + { + "data": { + "text/html": [ + "
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pointsprice
countryregion_1region_2
USAdelaida DistrictCentral Coast90.12000048.560000
Alexander ValleySonoma87.77348635.901582
Alta MesaCentral Valley87.18181815.636364
Amador CountySierra Foothills86.67679024.341304
Amador-NapaCalifornia Other84.00000012.000000
Ancient LakesColumbia Valley86.55555618.777778
Anderson ValleyMendocino/Lake Counties89.61747040.626506
Anderson Valley-Sonoma County-Cole RanchNorth Coast87.00000018.000000
Antelope Valley of the California High DesertSouth Coast89.00000021.000000
Applegate ValleySouthern Oregon87.39240531.253165
\n", + "
" + ], + "text/plain": [ + " points \\\n", + "country region_1 region_2 \n", + "US Adelaida District Central Coast 90.120000 \n", + " Alexander Valley Sonoma 87.773486 \n", + " Alta Mesa Central Valley 87.181818 \n", + " Amador County Sierra Foothills 86.676790 \n", + " Amador-Napa California Other 84.000000 \n", + " Ancient Lakes Columbia Valley 86.555556 \n", + " Anderson Valley Mendocino/Lake Counties 89.617470 \n", + " Anderson Valley-Sonoma County-Cole Ranch North Coast 87.000000 \n", + " Antelope Valley of the California High Desert South Coast 89.000000 \n", + " Applegate Valley Southern Oregon 87.392405 \n", + "\n", + " price \n", + "country region_1 region_2 \n", + "US Adelaida District Central Coast 48.560000 \n", + " Alexander Valley Sonoma 35.901582 \n", + " Alta Mesa Central Valley 15.636364 \n", + " Amador County Sierra Foothills 24.341304 \n", + " Amador-Napa California Other 12.000000 \n", + " Ancient Lakes Columbia Valley 18.777778 \n", + " Anderson Valley Mendocino/Lake Counties 40.626506 \n", + " Anderson Valley-Sonoma County-Cole Ranch North Coast 18.000000 \n", + " Antelope Valley of the California High Desert South Coast 21.000000 \n", + " Applegate Valley Southern Oregon 31.253165 " + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# группировка по трем столбцам\n", + "data.groupby(['country', 'region_1', 'region_2']).mean().head(10) # Выполняем группировку по трем столбцам (считаем среднее значение) и выводим первые 10 строк" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "id": "X6KDR8HPjAf3" + }, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (1262463914.py, line 3)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m Cell \u001b[0;32mIn[25], line 3\u001b[0;36m\u001b[0m\n\u001b[0;31m Join - позволяет объединять несколько таблиц в единую по ключам (одинаковым столбцам).\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "## 4. Join\n", + "\n", + "Join - позволяет объединять несколько таблиц в единую по ключам (одинаковым столбцам). \n", + "\n", + "Join бывает разный:\n", + "* Left\n", + "* Right\n", + "* Inner\n", + "* FullJoin" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "fI0-DwH7jAf-" + }, + "source": [ + "Посмотрим на примерах, как это работает.\n", + "\n", + "Допустим, у нас есть два датафрейма:\n", + "* первый содержит информацию о студентах и ID курсах, которые они посещают,\n", + "* второй - описание курсов." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "8LQUr6fBjAgB", + "outputId": "a39750b8-76dc-4be6-da45-239a8690d30a" + }, + "outputs": [], + "source": [ + "# создаем первый датафрейм\n", + "data_1 = np.array([['100500', '200600', '100500', '300700', '200600', '500900'],\n", + " ['Анастасия', 'Екатерина', 'Светлана', 'Максим', 'Станислав', 'Данила'], \n", + " ['Андреева', 'Петрова', 'Иванова', 'Егоров', 'Лесницкий', 'Кудряшев']])\n", + "\n", + "names = pd.DataFrame(data_1.T, columns = ['subject_id', 'first_name', 'last_name']) # Создаем датафрейм из сформированных данных\n", + "names # Выводим датафрейм names на экран" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "gIFHRi2QjAgS", + "outputId": "5e70e778-0d82-4903-924e-51c52d56dce8" + }, + "outputs": [], + "source": [ + "# создаем второй датафрейм\n", + "data_2 = np.array([['100500', '200600', '300700', '400700'],\n", + " ['Математика', 'Программирование', 'Анализ данных', 'Мат. анализ'], \n", + " ['продвинутые методы математической статистики', 'расширенный курс по с++',\\\n", + " 'краткий курс для чайников', 'многомерный анализ']])\n", + "subjects = pd.DataFrame(data_2.T, columns = ['subject_id','course_name', 'description']) # Создаем датафрейм из сформированных данных\n", + "subjects # Выводим датафрейм subjects на экран" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ME_fbI0FjAge" + }, + "source": [ + "#### Делаем Join:\n", + "\n", + "Left Join" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "BgXi9IbYjAgg", + "outputId": "8718fb50-57cc-46a6-d258-cafc2806e61f" + }, + "outputs": [], + "source": [ + "names.merge(subjects, on='subject_id', how='left') # Объединяем два датафрейма по столбцу subject_id (join-left)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "oG6gcJB0_n8U", + "outputId": "9892e965-72d8-4c2f-aea9-2549271b3b8f" + }, + "outputs": [], + "source": [ + "pd.merge(names, subjects, on='subject_id', how='right') # Объединяем два датафрейма по столбцу subject_id (join-right)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "H4M4MQfsjAgm" + }, + "source": [ + "Inner Join" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "Fr9FeDknjAgq", + "outputId": "eae99595-f9f3-4106-b81b-c6171911d70d" + }, + "outputs": [], + "source": [ + "names.merge(subjects, on='subject_id', how='inner') # Объединяем два датафрейма по столбцу subject_id (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "vi9i7xeFjAhH" + }, + "source": [ + "Outer Join" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "2oCn_zOrjAhJ", + "outputId": "b8c898ff-c6b8-41e7-b6d6-fb8dce7210e5" + }, + "outputs": [], + "source": [ + "df = names.merge(subjects, on='subject_id', how='outer') # Объединяем два датафрейма по столбцу subject_id (join-outer)\n", + "df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8YCox3IxjAhW" + }, + "source": [ + "Join при разных названиях столбцов с ключом:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "oxIBiXBLjAhY", + "outputId": "78fedded-83a6-47e6-81cf-3e3866f11685" + }, + "outputs": [], + "source": [ + "names_2 = names.copy() # Создаем копию датафрейма names\n", + "cols = names.columns.tolist() # Получаем список названий столбцов\n", + "cols[0] = 'ID' # Меняем название нулевого столбца на 'ID'\n", + "names_2.columns = cols # Присваиваем датафрейму names_2 новые названия столбцов\n", + "names_2 # Выводим на экран датафрейм names_2" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "T68tbKU0jAhj", + "outputId": "0bd367c2-ad2f-4317-d815-7162fbddf35a" + }, + "outputs": [], + "source": [ + "# делаем join\n", + "pd.merge(names_2, subjects, left_on='ID', right_on='subject_id', how='inner') # Объединяем два датафрейма по столбцам ID и subject_id (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Mg6fQ0UwjAhn" + }, + "source": [ + "Join по двум ключам:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "s_BZm0fbjAhq" + }, + "outputs": [], + "source": [ + "cols_a = ['A', 'B', 'value_1'] # Создаем список названий колонок cols_a\n", + "cols_b = ['A', 'B', 'value_2'] # Создаем список названий колонок cols_b\n", + "data_a = [[1, 1, 23], [1, 2, 34], [2, 1, 2342], [2, 2, 333]] # Создаем список значение data_a\n", + "data_b = [[1, 1, 0.1], [1, 2, 0.2], [2, 2, 0.13], [2, 3, 0.33]] # Создаем список значение data_b\n", + "df_a = pd.DataFrame(data_a, columns=cols_a) # Формируем датафрейм df_a из созданных ранее данных\n", + "df_b = pd.DataFrame(data_b, columns=cols_b) # Формируем датафрейм df_b из созданных ранее данных" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "I1bHptln_BWL", + "outputId": "dc229fc9-30dc-4cbf-910d-2f78b983d51f" + }, + "outputs": [], + "source": [ + "df_a # Выводим на экран датафрейм df_a" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 173 + }, + "id": "UKsQpT1vjAh3", + "outputId": "8200e7dd-b5bb-4e7d-e1b5-5d4c12d404f1" + }, + "outputs": [], + "source": [ + "df_b # Выводим на экран датафрейм df_b" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "5MiuPPQZjAiE", + "outputId": "7a5164c9-b899-412a-ff05-1ab874d8dfe0" + }, + "outputs": [], + "source": [ + "df_a.merge(df_b, on=['A', 'B'], how='outer') # Объединяем два датафрейма по столбцам A и B (join-outer)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6cRasbOXjAiS" + }, + "source": [ + "А join по одному ключу в данном случае выглядел бы так:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 297 + }, + "id": "GrTN-pM9jAiT", + "outputId": "03c0f18d-fdc7-48db-c6ec-d1d50b11f7f8" + }, + "outputs": [], + "source": [ + "df_a.merge(df_b, on='A', how='inner') # Объединяем два датафрейма по столбцу A (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "9V7ArTkzjAia" + }, + "source": [ + "Или так:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "2S02OpysjAic", + "outputId": "74be38cf-e447-45bc-b926-5886a3753860" + }, + "outputs": [], + "source": [ + "df_a.merge(df_b, on='B', how='inner') # Объединяем два датафрейма по столбцу B (join-inner)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "reSNH-05jAil" + }, + "outputs": [], + "source": [ + "Или вот так по разным ключам:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "vwici4RdjAim", + "outputId": "72122abd-ea12-4fc3-bf40-ce65ed8b376b" + }, + "outputs": [], + "source": [ + "pd.merge(df_a, df_b, left_on='A', right_on='B', how='inner') # Объединяем два датафрейма по столбцам A и B (join-inner)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "6tg5a_WOjAit" + }, + "source": [ + "Заполнение пропусков в одном из столбцов:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "RsK9n3vVAgK-", + "outputId": "1b5bd072-4650-41e6-cf04-e270d5ac3cc6" + }, + "outputs": [], + "source": [ + "df # Выведем на экран датафрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "eolkgC-0jAi2", + "outputId": "9bdae116-fbd9-4181-9042-674be4fe0a9b" + }, + "outputs": [], + "source": [ + "df.first_name = df.first_name.fillna('Не заполнено') # Заменяем пропуски в столбце first_name на значение 'Не заполнено'\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "pWhjhgeBjAi9", + "outputId": "b9d16d37-9b18-4db5-d27f-a32e176743d3" + }, + "outputs": [], + "source": [ + "df.last_name = df.last_name.fillna('Пропущено') # Заменяем пропуски в столбце last_name на значение 'Пропущено'\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "XCtORa5gjAjK" + }, + "source": [ + "Во всей табличке:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "NC3cBEusjAjL", + "outputId": "241287e4-9036-43bd-f633-89ad814504a9" + }, + "outputs": [], + "source": [ + "df = df.fillna('Неизвестно') # Заменяем пропуски во всем датафрейме на значение 'Неизвестно'\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Zau_QVx8jAjV" + }, + "source": [ + "Разными значениями в разных столбцах:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "QFNCSrSGjAjV", + "outputId": "fb3975c1-e389-47a1-b591-6fc1f0cdaf08" + }, + "outputs": [], + "source": [ + "df = names.merge(subjects, on='subject_id', how='outer') # Объединяем два датафрейма по столбцу subject_id (join-outer)\n", + "df # Выводим на экран ДатаФрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "-Vc-1RmSjAje", + "outputId": "0c800ab1-2ae5-4768-8fda-f1a288221c33" + }, + "outputs": [], + "source": [ + "val = ['Не заполнено', 'Пропущено', 'Неизвестный курс', 'Неизвестное описание'] # Создаем список со значениями, которые будут использоваться вместо пропусков\n", + "cols = df.columns.tolist() # Получаем названия столбцов датафрейма df\n", + "cols.pop(0) # Удаляем 0 столбец (соответствует subject_id)\n", + "print(cols) # Выводим на экран список cols" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 85 + }, + "id": "sS1LJWsrjAjm", + "outputId": "a01124db-f1f9-4d25-8f28-aabbb3617424" + }, + "outputs": [], + "source": [ + "# создаем словарь с меппингом названий столбцов к значениям, какими нужно заполнить в них пропуски\n", + "dict_to_fill = dict(zip(cols, val)) # Создаем словарь, в котором в качестве ключей будут значения списка cols, а в качестве соответствующих значений - значения списка val\n", + "dict_to_fill # Выводим на экран словарь dict_to_fill" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 266 + }, + "id": "9JythrBSjAjp", + "outputId": "32c04fc8-b218-40b4-bfd4-ea79cbe893b8" + }, + "outputs": [], + "source": [ + "df = df.fillna(dict_to_fill) # Заменяем пропуски в соответствии со словарем dict_to_fill\n", + "df # Выводим на экран датафрейм df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "5_aJnqtHjAjs" + }, + "outputs": [], + "source": [ + "## 5. DateTime index\n", + "\n", + "DateTime Index - это особый тип индекса в pandas, предназначенный для работы с временными рядами. \n", + "Давайте познакомимся с ним поближе. Для этой цели мы подгрузим известный стандартный датасет \"Occupancy Detection Data Set\", \n", + "он содержит следующие данные:\n", + "* дата и время замера\n", + "* температура в градусах по Цельсию\n", + "* относительная влажность в % \n", + "* освещенность в Люксах\n", + "* CO2 в ppm \n", + "* коэффициент влажности\n", + "* заполненность (1 - заполнено, 0 - не заполнено)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 204 + }, + "id": "xICkBqa4jAjt", + "outputId": "37737fb0-d0e6-4bff-89b4-8c83c179886c" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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dateTemperatureHumidityLightCO2HumidityRatioOccupancy
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" + ], + "text/plain": [ + " date Temperature Humidity Light CO2 HumidityRatio \\\n", + "1 2015-02-04 17:51:00 23.18 27.2720 426.0 721.25 0.004793 \n", + "2 2015-02-04 17:51:59 23.15 27.2675 429.5 714.00 0.004783 \n", + "3 2015-02-04 17:53:00 23.15 27.2450 426.0 713.50 0.004779 \n", + "4 2015-02-04 17:54:00 23.15 27.2000 426.0 708.25 0.004772 \n", + "5 2015-02-04 17:55:00 23.10 27.2000 426.0 704.50 0.004757 \n", + "\n", + " Occupancy \n", + "1 1 \n", + "2 1 \n", + "3 1 \n", + "4 1 \n", + "5 1 " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining = pd.read_csv('datatraining.txt') # Создаем датафрейм из файла datatraining.txt\n", + "dataTraining.head() # Отображаем первые 5 строк датафрейма dataTraining" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "eQHTSHF-jAjw" + }, + "source": [ + "Давайте превратим колонку с датой в datetime index:" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "zcJ96Gz4jAjx", + "outputId": "6929acd1-b62d-401b-c95f-994f43bc9af9" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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dateTemperatureHumidityLightCO2HumidityRatioOccupancy
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" + ], + "text/plain": [ + " date Temperature Humidity Light \\\n", + "date \n", + "2015-02-04 17:51:00 2015-02-04 17:51:00 23.18 27.2720 426.0 \n", + "2015-02-04 17:51:59 2015-02-04 17:51:59 23.15 27.2675 429.5 \n", + "2015-02-04 17:53:00 2015-02-04 17:53:00 23.15 27.2450 426.0 \n", + "2015-02-04 17:54:00 2015-02-04 17:54:00 23.15 27.2000 426.0 \n", + "2015-02-04 17:55:00 2015-02-04 17:55:00 23.10 27.2000 426.0 \n", + "\n", + " CO2 HumidityRatio Occupancy \n", + "date \n", + "2015-02-04 17:51:00 721.25 0.004793 1 \n", + "2015-02-04 17:51:59 714.00 0.004783 1 \n", + "2015-02-04 17:53:00 713.50 0.004779 1 \n", + "2015-02-04 17:54:00 708.25 0.004772 1 \n", + "2015-02-04 17:55:00 704.50 0.004757 1 " + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining.index = pd.to_datetime(dataTraining.date) # Превращаем колонку date в индекс\n", + "dataTraining.head() # Отображаем первые 5 строк датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "1Yb4I5iSEyag", + "outputId": "c00a1497-f528-4ab2-b267-5b7d5d315491" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-04 17:51:0023.1827.2720426.0721.250.0047931
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2015-02-04 17:55:0023.1027.2000426.0704.500.0047571
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TemperatureHumidityLightCO2HumidityRatioOccupancy
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TemperatureHumidityLightCO2HumidityRatioOccupancy
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-07 13:00:0023.1017.060000268.000000445.2500000.0029750
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-06 00:00:0020.2021.2900.0438.00.0031100
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TemperatureHumidityLightCO2HumidityRatioOccupancy
date
2015-02-08 14:55:0020.29026.285.666667418.6666670.0038530
2015-02-08 14:55:5920.31526.259.250000422.5000000.0038590
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" + ], + "text/plain": [ + " Temperature Humidity Light CO2 \\\n", + "date \n", + "2015-02-08 14:55:00 20.290 26.2 85.666667 418.666667 \n", + "2015-02-08 14:55:59 20.315 26.2 59.250000 422.500000 \n", + "\n", + " HumidityRatio Occupancy \n", + "date \n", + "2015-02-08 14:55:00 0.003853 0 \n", + "2015-02-08 14:55:59 0.003859 0 " + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining['2015-02-08 14:55':'2015-02-08 14:56'] # Отобразим данные, начиная с 14:55 и до 14:56 8 февраля 2015 года" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "C8xqSqQujAmh" + }, + "source": [ + "## 6. Встроенные статистические функции\n", + "\n", + "Кроме уже известных и понятных нам суммы и среднего, есть и другие функции. Остановимся на них подробнее." + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "id": "hR8AlUzejAmh" + }, + "outputs": [], + "source": [ + "### 1. Корреляция\n" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "import matplotlib as plt\n", + "import seaborn" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "M7H3eXu0jAmi" + }, + "source": [ + "Обычный коэффициент корреляции Пирсона" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 235 + }, + "id": "IJLYQkG0jAmj", + "outputId": "bb23dcea-6f7d-47d8-9c5f-90e39eb25cfa" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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TemperatureHumidityLightCO2HumidityRatioOccupancy
Temperature1.000000-0.1417590.6499420.5598940.1517620.538220
Humidity-0.1417591.0000000.0378280.4390230.9551980.132964
Light0.6499420.0378281.0000000.6640220.2304200.907352
CO20.5598940.4390230.6640221.0000000.6265560.712235
HumidityRatio0.1517620.9551980.2304200.6265561.0000000.300282
Occupancy0.5382200.1329640.9073520.7122350.3002821.000000
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" + ], + "text/plain": [ + " Temperature Humidity Light CO2 HumidityRatio \\\n", + "Temperature 1.000000 -0.141759 0.649942 0.559894 0.151762 \n", + "Humidity -0.141759 1.000000 0.037828 0.439023 0.955198 \n", + "Light 0.649942 0.037828 1.000000 0.664022 0.230420 \n", + "CO2 0.559894 0.439023 0.664022 1.000000 0.626556 \n", + "HumidityRatio 0.151762 0.955198 0.230420 0.626556 1.000000 \n", + "Occupancy 0.538220 0.132964 0.907352 0.712235 0.300282 \n", + "\n", + " Occupancy \n", + "Temperature 0.538220 \n", + "Humidity 0.132964 \n", + "Light 0.907352 \n", + "CO2 0.712235 \n", + "HumidityRatio 0.300282 \n", + "Occupancy 1.000000 " + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dataTraining.corr() # Выведем матрицу корреляции для датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "seaborn.heatmap(dataTraining.corr())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "qG6LB7yDjAmx" + }, + "outputs": [], + "source": [ + "### 2. Медиана" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136 + }, + "id": "YMbWszYgjAmx", + "outputId": "d66c8b8e-f38a-43f3-cfbd-93178a035139" + }, + "outputs": [], + "source": [ + "dataTraining.median() # Выведем медиану для датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "yRYKb92DjAm5" + }, + "outputs": [], + "source": [ + "### 4. Уникальные значения и их количество" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 136 + }, + "id": "BlNFl4MxjAm9", + "outputId": "68433809-3603-42f7-cdec-aa4594cfe6f2" + }, + "outputs": [], + "source": [ + "dataTraining.nunique() # Выведем количество уникльных значений для всех столбцов датафрейма dataTraining" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "id": "4EKcGjQKjAnA", + "outputId": "08915e97-77d3-4b26-e040-aa301943ec15" + }, + "outputs": [], + "source": [ + "dataTraining.Occupancy.unique() # Выведем уникальные значения для столбца Occupancy датафрейма dataTraining" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8F6G2AUnKFCA" + }, + "source": [ + "# Глоссарий\n", + "\n", + "\n", + "pd.DataFrame(данные, columns = [колонки, если есть], index = [индексы ,если есть]) - создать датафрейм\n", + "\n", + "pd.read_csv(полный адрес расположения файла) - открыть .csv файл\n", + "\n", + "------------\n", + "\n", + ".head() - посмотреть верхушку датафрейма (первые n строк)\n", + "\n", + ".tail() - посмотреть конец датафрейма (последние n строк)\n", + "\n", + ".columns - список колонок датафрейма\n", + "\n", + ".values - вывести массив всех значений датафрейма\n", + "\n", + ".index - список индексов датафрейма\n", + "\n", + ".tolist() - перевести в список\n", + "\n", + ".count() - посчитать количество определенных величин во фрейме\n", + "\n", + ".describe() - посмотреть основные статистические характеристики фрейма\n", + "\n", + ".shape - форма фрейма (строки, колонки)\n", + "\n", + ".size - размер фрейма строки*колонки\n", + "\n", + ".info() - информация о данных каждой колонки\n", + "\n", + ".dtypes - тип данных каждой колонки\n", + "\n", + ".isnull() - где недостает значений\n", + "\n", + ".isna()- есть ли значения None\n", + "\n", + ".dropna() - выкинуть строки/колонки с None\n", + "\n", + ".fillna() - заполнить заданным значеним ячейки, где есть None\n", + "\n", + ".loc[] - вывести значения по названиям колонок\n", + "\n", + ".iloc[] - вывести значения по индексам колонок\n", + "\n", + ".drop() - выкинуть определенные значения\n", + "\n", + "--------------\n", + "\n", + "pd.to_datetime(колонка, которую переводим в формат временного ряда)\n", + "\n", + ".groupby() - сгруппировать по конкретному признаку\n", + "\n", + ".copy() - создать копию\n", + "\n", + ".sort_values() - сортировка значений\n", + "\n", + "pd.concat([df1,df2]) - конкатенация фреймов\n", + "\n", + ".merge(второй_датафрейм, on = 'общая колонка, по которой склеиваем', how = 'с какой стороны') - конкатенация фреймов через общий признак\n", + "\n", + "-------------\n", + "\n", + "\n", + ".corr() - вычислить корреляцию\n", + "\n", + ".median() - вычислить медиану\n", + "\n", + ".cumsum() - вычислить кумулятивную сумму\n", + "\n", + ".cumprod() - вычислить кумулятивное произведение\n", + "\n", + ".cummax() - вычислить кумулятивный максимум\n", + "\n", + "-------------\n", + "\n", + ".quantile([]) - вычислить квантили\n", + "\n", + ".nunique() - уникальные значения для n-колонок/строк\n", + "\n", + ".unique() - уникальные значения определенной колонки/строк\n", + "\n", + "------------\n", + "\n", + ".apply(функция) - применить функцию для колонки/строки\n", + "\n", + ".agg(набор_функций) - применить ряд функций для колонки/строки\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Ku19ab06hkRZ" + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "colab": { + "collapsed_sections": [ + "_mybfuLlhkzU", + "0Chntu25WIF2", + "Af1_T2N8jAfF", + "X6KDR8HPjAf3", + "C8xqSqQujAmh", + "hR8AlUzejAmh", + "qG6LB7yDjAmx", + "xzJAnTajjAm3", + "yRYKb92DjAm5", + "Idy8pVuvjAnD", + "G_jD-MltjAnR", + "9TdHEC0ajAng", + "3ANmDztPdeNy" + ], + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Архив/7 лекция(Парсинг данных).ipynb b/Архив/7 лекция(Парсинг данных).ipynb new file mode 100644 index 0000000..87f81f1 --- /dev/null +++ b/Архив/7 лекция(Парсинг данных).ipynb @@ -0,0 +1,1268 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "0_cb-YDAJoEb" + }, + "outputs": [], + "source": [ + "# Рисовать графики сразу же\n", + "%matplotlib inline\n", + "\n", + "import re # регулярные выражения\n", + "\n", + "# Статический вывод графики (графики отображаются в той ячейке, в которой используется plt.show())\n", + "import pandas as pd # Импортируем библиотеку обработки и анализа данных pandas\n", + "import matplotlib.pyplot as plt # Импортируем модуль pyplot библиотеки matplotlib для построения графиков\n", + "import datetime # Импортируем модуль datetime для обработки данных в формете даты\n", + "import numpy as np # Импортируем библиотеку numpy" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "id": "c0H_wStOhqsN" + }, + "outputs": [], + "source": [ + "#База резюме headhunter" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Uj9e4m4VWyMH" + }, + "source": [ + "##Загружаем базу\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "id": "KTYXsgeVd9Xe" + }, + "outputs": [], + "source": [ + "fixed_df = pd.read_csv('hh.csv')# Путь, куда вы скачали файл" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 719 + }, + "id": "68vGOZwnh8T-", + "outputId": "0eea7eac-15c5-4dbf-9343-c84a77d6ebbf" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0Пол, возрастЗПИщет работу на должность:ГородЗанятостьГрафикОпыт (двойное нажатие для полной версии)Последенее/нынешнее место работыПоследеняя/нынешняя должностьОбразование и ВУЗОбновление резюмеАвто
00Мужчина , 42 года , родился 6 октября 197627 000 руб.Старший администраторЛипецк , не готов к переезду , не готов к кома...полная занятостьполный деньОпыт работы 6 лет 1 месяц\\n\\nСтарший администр...Трц РивьераСтарший администратор по сохраности активовСреднее специальное образование 1994 Спту 2628.04.2019 12:17Имеется собственный автомобиль
11Мужчина , 41 год , родился 14 января 197860 000 руб.Старший IT инженерСочи , не готов к переезду , готов к командиро...частичная занятость, полная занятостьгибкий график, полный деньОпыт работы 19 лет 2 месяца\\n\\nСтарший IT инже...Эскорт-Центр, Москва, ЗАОСтарший инженер сервисного центраВысшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕР...28.04.2019 11:44Не указано
22Мужчина , 44 года , родился 21 февраля 197565 000 руб.Системный администратор, Системный инженерЛипецк , готов к переезду , готов к командировкамполная занятостьудаленная работа, полный день, вахтовый методОпыт работы 19 лет 9 месяцев\\n\\nСистемный адми...СПССПК \"ЭКОПТИЦА\"Системный администраторВысшее образование 2003 Московский государств...28.04.2019 10:36Не указано
33Мужчина , 43 года , родился 9 февраля 197670 000 руб.Web-программист, Web-администратор, Web-мастерМосква , м. Марьино , не готов к переезду , г...полная занятостьудаленная работа, гибкий график, полный деньОпыт работы 5 лет 9 месяцев\\n\\nWeb-программист...ГБУ \"МДОО\"специалист отдела интернет-проектовВысшее образование 2002 Российский государств...28.04.2019 10:29Не указано
44Мужчина , 39 лет , родился 14 июня 197945 000 руб.Старший системный администратор \\ начальник от...Тула , не готов к переезду , готов к редким ко...частичная занятость, полная занятостьполный день, сменный графикОпыт работы 13 лет 5 месяцев\\n\\nСтарший систем...ООО \"СервисСофт\"Старший системный администраторВысшее образование 2007 Российский государств...28.04.2019 10:15Не указано
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" + ], + "text/plain": [ + " Unnamed: 0 Пол, возраст ЗП \\\n", + "0 0 Мужчина , 42 года , родился 6 октября 1976 27 000 руб. \n", + "1 1 Мужчина , 41 год , родился 14 января 1978 60 000 руб. \n", + "2 2 Мужчина , 44 года , родился 21 февраля 1975 65 000 руб. \n", + "3 3 Мужчина , 43 года , родился 9 февраля 1976 70 000 руб. \n", + "4 4 Мужчина , 39 лет , родился 14 июня 1979 45 000 руб. \n", + "\n", + " Ищет работу на должность: \\\n", + "0 Старший администратор \n", + "1 Старший IT инженер \n", + "2 Системный администратор, Системный инженер \n", + "3 Web-программист, Web-администратор, Web-мастер \n", + "4 Старший системный администратор \\ начальник от... \n", + "\n", + " Город \\\n", + "0 Липецк , не готов к переезду , не готов к кома... \n", + "1 Сочи , не готов к переезду , готов к командиро... \n", + "2 Липецк , готов к переезду , готов к командировкам \n", + "3 Москва , м. Марьино , не готов к переезду , г... \n", + "4 Тула , не готов к переезду , готов к редким ко... \n", + "\n", + " Занятость \\\n", + "0 полная занятость \n", + "1 частичная занятость, полная занятость \n", + "2 полная занятость \n", + "3 полная занятость \n", + "4 частичная занятость, полная занятость \n", + "\n", + " График \\\n", + "0 полный день \n", + "1 гибкий график, полный день \n", + "2 удаленная работа, полный день, вахтовый метод \n", + "3 удаленная работа, гибкий график, полный день \n", + "4 полный день, сменный график \n", + "\n", + " Опыт (двойное нажатие для полной версии) \\\n", + "0 Опыт работы 6 лет 1 месяц\\n\\nСтарший администр... \n", + "1 Опыт работы 19 лет 2 месяца\\n\\nСтарший IT инже... \n", + "2 Опыт работы 19 лет 9 месяцев\\n\\nСистемный адми... \n", + "3 Опыт работы 5 лет 9 месяцев\\n\\nWeb-программист... \n", + "4 Опыт работы 13 лет 5 месяцев\\n\\nСтарший систем... \n", + "\n", + " Последенее/нынешнее место работы \\\n", + "0 Трц Ривьера \n", + "1 Эскорт-Центр, Москва, ЗАО \n", + "2 СПССПК \"ЭКОПТИЦА\" \n", + "3 ГБУ \"МДОО\" \n", + "4 ООО \"СервисСофт\" \n", + "\n", + " Последеняя/нынешняя должность \\\n", + "0 Старший администратор по сохраности активов \n", + "1 Старший инженер сервисного центра \n", + "2 Системный администратор \n", + "3 специалист отдела интернет-проектов \n", + "4 Старший системный администратор \n", + "\n", + " Образование и ВУЗ Обновление резюме \\\n", + "0 Среднее специальное образование 1994 Спту 26 28.04.2019 12:17 \n", + "1 Высшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕР... 28.04.2019 11:44 \n", + "2 Высшее образование 2003 Московский государств... 28.04.2019 10:36 \n", + "3 Высшее образование 2002 Российский государств... 28.04.2019 10:29 \n", + "4 Высшее образование 2007 Российский государств... 28.04.2019 10:15 \n", + "\n", + " Авто \n", + "0 Имеется собственный автомобиль \n", + "1 Не указано \n", + "2 Не указано \n", + "3 Не указано \n", + "4 Не указано " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fixed_df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 35 + }, + "id": "rX4zOIYgvA59", + "outputId": "0817ffdc-935e-47b2-8c84-d2fc5083fd94" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(66945, 13)\n" + ] + } + ], + "source": [ + "# Количество резюме и критерии\n", + "print(fixed_df.shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 255 + }, + "id": "W-jAN-bnvkQX", + "outputId": "ca18554d-1bb3-4e79-b0a6-cc4ad642537b" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 1\n", + "1 Мужчина , 41 год , родился 14 января 1978\n", + "2 60 000 руб.\n", + "3 Старший IT инженер\n", + "4 Сочи , не готов к переезду , готов к командировкам\n", + "5 частичная занятость, полная занятость\n", + "6 гибкий график, полный день\n", + "7 Опыт работы 19 лет 2 месяца\n", + "\n", + "Старший IT инженер 60 000 руб. Информационные технологии, интернет, телеком Сетевые технологии Системная интеграция Системный администратор Занятость: частичная занятость, полная занятость График работы: гибкий график, полный день Опыт работы 19 лет 2 месяца Июнь 2012 — по настоящее время 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей.  Март 2000 — Июнь  2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования. Ключевые навыки Теперь резюме открыто всему интернету — изменить можно в настройках видимости. Active Directory Администрирование серверов Windows Настройка сетевых подключений Настройка ПО MS SQL Server Системное администрирование Офисная техника Монтаж оборудования Локальные сети Windows Os Администрирование сетевого оборудования Cистемы управления базами данных Закупка оргтехники и оборудования Windows 2003, 2008 Server Windows 10, Windows 8.1, Windows XP AD, MS SQL, Exchange, Lync, System Center обслуживание POS оборудования маршрутизация, коммутация, VoIP, QoS, IEEE 802.1 Возникли неполадки. Попробуйте еще раз. Обо мне Хобби: автоспорт Высшее образование 1999 Кликнув на название учебного заведения вы сможете найти кандидатов из этого вуза. СОЧИНСКИЙ ГОС. УНИВЕРСИТЕТ ТУРИЗМА И КУРОРТНОГО ДЕЛА (СГУТиКД), Краснодар Мировая экономика, Информационные системы и технологии 1994 Школа бизнеса \"ОНИКС\" менеджмент, менеджер Знание языков Русский — Родной Английский — C2 — В совершенстве Повышение квалификации, курсы 2008 Технология 3000 \"Консультант Плюс\" Гражданство, время в пути до работы Гражданство: Россия Разрешение на работу: Россия Желательное время в пути до работы: Не имеет значения\n", + "\n", + "Опыт работы 19 лет 2 месяца Июнь 2012 — по настоящее время 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей.  Март 2000 — Июнь  2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования.\n", + "\n", + "Июнь 2012 — по настоящее время 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей. \n", + "\n", + "Март 2000 — Июнь  2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования.\n", + " \n", + "\n", + "8 Эскорт-Центр, Москва, ЗАО\n", + "9 Старший инженер сервисного центра\n", + "10 Высшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕРСИТЕТ ТУРИЗМА И КУРОРТНОГО ДЕЛА (СГУТиКД), Краснодар Мировая экономика, Информационные системы и технологии 1994 Школа бизнеса \"ОНИКС\" менеджмент, менеджер\n", + "11 28.04.2019 11:44\n", + "12 Не указано\n" + ] + } + ], + "source": [ + "# Пример данных\n", + "n = 1 # Берем первое резюме\n", + "for i in range(len(fixed_df.values[n])): # Выводим значение каждой графы резюме\n", + " print(i, \" \", fixed_df.values[n][i])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "id": "qhDp9BnOB9Ec" + }, + "outputs": [], + "source": [ + "##############################################\n", + "####Убрать кодировку в описаниях \\xa0 \\n\n", + "##############################################\n", + "fixed_df = fixed_df.drop(fixed_df.columns[0],axis = 1) # Убираем первый столбец с продублированными индексами. Он нам не нужен\n", + "\n", + "i=0\n", + "for j in range(12): # Для каждого из столбцов таблицы\n", + " for i in range(fixed_df.shape[0]): # По всем резюме\n", + " if type(fixed_df.values[i][j])!=float: # если данные текстовые, то заменяем фрагменты кодировки ASCII на отсутствие символов\n", + " fixed_df.values[i][j] = fixed_df.values[i][j].replace(\"\\xa0\",\"d\")\n", + " fixed_df.values[i][j] = fixed_df.values[i][j].replace(\"\\n\",\" \")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 255 + }, + "id": "Mx0HTkY7Iaet", + "outputId": "36047a34-8664-43ce-e170-fe03868c5a61" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 Мужчина , 41dгод , родился 14 января 1978\n", + "1 60d000 руб.\n", + "2 Старший IT инженер\n", + "3 Сочи , не готов к переезду , готов к командировкам\n", + "4 частичная занятость, полная занятость\n", + "5 гибкий график, полный день\n", + "6 Опыт работы 19 лет 2 месяца Старший IT инженер 60d000 руб. Информационные технологии, интернет, телеком Сетевые технологии Системная интеграция Системный администратор Занятость: частичная занятость, полная занятость График работы: гибкий график, полный день Опыт работы 19 лет 2 месяца Июньd2012 — поdнастоящееdвремя 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей.  Мартd2000 — Июнь d2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования. Ключевые навыки Теперь резюме открыто всему интернету — изменить можно в настройках видимости. Active Directory Администрирование серверов Windows Настройка сетевых подключений Настройка ПО MS SQL Server Системное администрирование Офисная техника Монтаж оборудования Локальные сети Windows Os Администрирование сетевого оборудования Cистемы управления базами данных Закупка оргтехники и оборудования Windows 2003, 2008 Server Windows 10, Windows 8.1, Windows XP AD, MS SQL, Exchange, Lync, System Center обслуживание POS оборудования маршрутизация, коммутация, VoIP, QoS, IEEE 802.1 Возникли неполадки. Попробуйте еще раз. Обо мне Хобби: автоспорт Высшее образование 1999 Кликнув на название учебного заведения вы сможете найти кандидатов из этого вуза. СОЧИНСКИЙ ГОС. УНИВЕРСИТЕТ ТУРИЗМА И КУРОРТНОГО ДЕЛА (СГУТиКД), Краснодар Мировая экономика, Информационные системы и технологии 1994 Школа бизнеса \"ОНИКС\" менеджмент, менеджер Знание языков Русский — Родной Английский — C2 — В совершенстве Повышение квалификации, курсы 2008 Технология 3000 \"Консультант Плюс\" Гражданство, время в пути до работы Гражданство: Россия Разрешение на работу: Россия Желательное время в пути до работы: Не имеет значения Опыт работы 19 лет 2 месяца Июньd2012 — поdнастоящееdвремя 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей.  Мартd2000 — Июнь d2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования. Июньd2012 — поdнастоящееdвремя 6 лет 11 месяцев Эскорт-Центр, Москва, ЗАО Краснодарский край , www.escort-center.ru Информационные технологии, системная интеграция, интернет ... Системная интеграция, автоматизации технологических и бизнес-процессов предприятия, ИТ-консалтинг Услуги для бизнеса Безопасность, охранная деятельность Старший инженер сервисного центра Обязанности: Обеспечение бесперебойного функционирования информационных систем управления. Настройка и администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012 и других программных продуктов. Обслуживание it оборудования и локальных информационных сетей пунктов пропуска через Государственную границу: системы паспортного контроля, включающие программно-аппаратные комплексы; кабины паспортного контроля, информационно-поисковую систему (ИПС) углубленной и специальной проверки документов; системы видеонаблюдения; системы контроля доступа; системы телефонной и радиосвязи; монтаж компьютерных сетей.  Мартd2000 — Июнь d2012 12 лет 4 месяца Южный проект Дьюти-Фри, ООО Краснодарский край Розничная торговля ... Розничная сеть (продуктовая) Продукты питания Безалкогольные напитки (продвижение, оптовая торговля) Безалкогольные напитки (производство) Старший инженер IT Обязанности: Администрирование Windows XP, Vista, 7, 8; Windows Server 2003, 2008, 2012; Установка, настройка и контроль работы антивирусной защиты; Анализ, предупреждение и прогнозирование, устранение сбоев в работе информационных систем и локальных сетей; Обеспечение пользователей офисной техникой и ПК; обслуживание компьютерной техники, консультирование и обучение персонала; построение, инсталляция и администрирование локальных сетей, серверных платформ в офисах и магазинах компании; инсталляция и администрирование систем продаж в торговых подразделениях; администрирование доступа в интернет; администрирование системы электронной почты. Регион обслуживания: Сочи-Краснодар-Ростов. Достижения: построил, инсталлировал локальную сеть главного офиса; построил, инсталлировал и отладил 7 торговых локальных сетей в магазинах компании; непосредственно участвовал в разработке программного обеспечения для фискального оборудования и его внедрении во всех структурных подразделениях компании; добился стабильной, бесперебойной работы сетей и оборудования. \n", + "7 Эскорт-Центр, Москва, ЗАО\n", + "8 Старший инженер сервисного центра\n", + "9 Высшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕРСИТЕТ ТУРИЗМА И КУРОРТНОГО ДЕЛА (СГУТиКД), Краснодар Мировая экономика, Информационные системы и технологии 1994 Школа бизнеса \"ОНИКС\" менеджмент, менеджер\n", + "10 28.04.2019 11:44\n", + "11 Не указано\n" + ] + } + ], + "source": [ + "# Пример данных\n", + "n = 1 # Берем первое резюме\n", + "for i in range(len(fixed_df.values[n])): # Выводим значение каждой графы резюме\n", + " print(i, \" \", fixed_df.values[n][i])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "id": "Ezbj4X7MW3qc" + }, + "outputs": [], + "source": [ + "##Парсим базу" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "m0VzpVmb0wP1" + }, + "source": [ + "Версия для хранения" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "id": "AjhHSNXQx8bN" + }, + "outputs": [], + "source": [ + "# Данные о поле и возрасте\n", + "def getParameterSexAge(arg):\n", + " out = 0\n", + " #Если М, то 1. По умолчанию 0 - Ж\n", + " if \"Муж\" in arg:\n", + " sex='М'\n", + " elif \"Жен\" in arg:\n", + " sex = 'Ж'\n", + " else:\n", + " sex = \"Не указан\"\n", + " # текущий год - год рождения\n", + " year_tec = 2023\n", + " if (len(arg) > 7):\n", + " out = year_tec - int(re.findall(r'\\d{4}', arg)[0])\n", + " return sex, str(out)\n", + "\n", + "# Зарплата\n", + "def getParameterSalary(arg):\n", + " global salaryStr, num #т.к. используем, меняем в функции\n", + " # Сначала получаем чистое число, убираем лишние знаки\n", + " salaryStr = 0\n", + " arg=str(arg) \n", + " salaryStr = int(re.sub(r'[^0-9]+', '', arg))\n", + " curr_ = re.sub('[0-9]','',arg).replace('.','')\n", + "\n", + " # Конвертируем в рубли, если валюта\n", + " if 'USD' in curr_ : salaryStr = float(salaryStr)*75\n", + " elif 'KZT' in curr_: salaryStr = float(salaryStr)*0.17\n", + " elif 'грн' in curr_: salaryStr = float(salaryStr)*2.6\n", + " num =salaryStr \n", + " return salaryStr\n", + "\n", + "\n", + "# Данные о городе\n", + "def getParameterCity(arg):\n", + " millionCities = \"Новосибирск Екатеринбург Нижний Новгород Казань Челябинск Омск Самара Ростов-на-Дону Уфа Красноярск Пермь Воронеж Волгоград Сочи\"\n", + " sarg=arg.split(',')\n", + " item = sarg[0] # Берем только город\n", + " item= item.strip() # Удаляем пробелы\n", + " if item == \"Москва\": return \"Москва\"\n", + " if item == \"Санкт-Петербург\": return \"Санкт-Петербург\"\n", + " if item in millionCities: return item\n", + " else: return \"малый или за пределами России город\"\n", + "\n", + "# Данные о желаемой занятости\n", + "def getParameterEmployment(arg):\n", + " result = ''\n", + " if (\"стажировка\" in arg)|(\"volunteer\" in arg)|(\"work placement\" in arg): result += 'стажировка '\n", + " if (\"частичная занятость\" in arg)|(\"part\" in arg): result += 'частичная занятость '\n", + " if (\"проектная работа\" in arg)|(\"project\" in arg): result += 'проектная работа '\n", + " if (\"полная занятость\" in arg)|(\"full\" in arg): result += 'полная занятость'\n", + " if result=='':\n", + " result='Не указано'\n", + " return result\n", + "\n", + "# Данные о желаемом графике работы\n", + "def getParameterSchedule(arg):\n", + " result = ''\n", + " if (\"гибкий график\" in arg)|(\"flexible\" in arg): result += 'гибкий график '\n", + " if (\"полный день\" in arg)|(\"full\" in arg): result += 'полный день '\n", + " if (\"сменный график\" in arg)|(\"shift\" in arg): result += 'сменный график '\n", + " if (\"удаленная работа\" in arg)|(\"remote\" in arg): result += 'удаленная работа'\n", + " if result=='':\n", + " result='Не указано'\n", + " return result\n", + "\n", + "# Данные об образовании\n", + "def getParameterEducation(arg):\n", + " result = ''\n", + " arg = arg.lower()\n", + " if (\"высшее\" in arg)|(\"higher education\" in arg): result += 'высшее '\n", + " if (\"среднее специальное\" in arg) | (\"special\" in arg) | (\"колледж\" in arg) | (\"college\" in arg) : result += 'среднее специальное '\n", + " if (\"неоконченное высшее\" in arg) | (\"incomplete\" in arg): result += 'неоконченное высшее '\n", + " if (\"среднее образование\" in arg) | (\"secondary education\" in arg): result += 'среднее образование'\n", + " if result=='':\n", + " result='Не указано'\n", + " return result\n", + "\n", + "# Данные об опыте работы\n", + "def getParameterExperience(arg):\n", + " sarg=arg.split(\" \", 5)\n", + " years = 0\n", + " months = 0\n", + " if len(sarg)!=6: sarg.append(0);sarg.append('');sarg.append(0);sarg.append('')\n", + " try:\n", + " #print(sarg)\n", + " years = int(sarg[2])\n", + " except ValueError:\n", + " years = 0\n", + " try:\n", + " months = int(sarg[4])\n", + " except ValueError:\n", + " months = 0\n", + " return 12*years+months" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 72 + }, + "id": "MGU0_dYbE6QW", + "outputId": "8b18bc3f-e1c4-4d0c-c129-f441e9f18fdc" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "3\n", + "3.3333333333333335\n", + "дальше\n" + ] + } + ], + "source": [ + "x = int(input())\n", + "try:\n", + " print(10/x)\n", + "except:\n", + " print('ошибка')\n", + "print('дальше')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 629 + }, + "id": "OS4yDIFPxrSs", + "outputId": "e1cdcdcf-4b38-4b40-c6f8-05caf347c28b" + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Пол, возрастЗПИщет работу на должность:ГородЗанятостьГрафикОпыт (двойное нажатие для полной версии)Последенее/нынешнее место работыПоследеняя/нынешняя должностьОбразование и ВУЗОбновление резюмеАвто
0Мужчина , 42dгода , родился 6 октября 197627d000 руб.Старший администраторЛипецк , не готов к переезду , не готов к кома...полная занятостьполный деньОпыт работы 6 лет 1 месяц Старший администрат...Трц РивьераСтарший администратор по сохраности активовСреднее специальное образование 1994 Спту 2628.04.2019 12:17Имеется собственный автомобиль
1Мужчина , 41dгод , родился 14 января 197860d000 руб.Старший IT инженерСочи , не готов к переезду , готов к командиро...частичная занятость, полная занятостьгибкий график, полный деньОпыт работы 19 лет 2 месяца Старший IT инжене...Эскорт-Центр, Москва, ЗАОСтарший инженер сервисного центраВысшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕР...28.04.2019 11:44Не указано
2Мужчина , 44dгода , родился 21 февраля 197565d000 руб.Системный администратор, Системный инженерЛипецк , готов к переезду , готов к командировкамполная занятостьудаленная работа, полный день, вахтовый методОпыт работы 19 лет 9 месяцев Системный админи...СПССПК \"ЭКОПТИЦА\"Системный администраторВысшее образование 2003 Московский государств...28.04.2019 10:36Не указано
3Мужчина , 43dгода , родился 9 февраля 197670d000 руб.Web-программист, Web-администратор, Web-мастерМосква , м. Марьино , не готов к переезду , г...полная занятостьудаленная работа, гибкий график, полный деньОпыт работы 5 лет 9 месяцев Web-программист, ...ГБУ \"МДОО\"специалист отдела интернет-проектовВысшее образование 2002 Российский государств...28.04.2019 10:29Не указано
4Мужчина , 39dлет , родился 14 июня 197945d000 руб.Старший системный администратор \\ начальник от...Тула , не готов к переезду , готов к редким ко...частичная занятость, полная занятостьполный день, сменный графикОпыт работы 13 лет 5 месяцев Старший системны...ООО \"СервисСофт\"Старший системный администраторВысшее образование 2007 Российский государств...28.04.2019 10:15Не указано
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Пол, возрастЗПГородЗанятостьГрафикОпыт (двойное нажатие для полной версии)Образование и ВУЗ
0Мужчина , 42dгода , родился 6 октября 197627d000 руб.Липецк , не готов к переезду , не готов к кома...полная занятостьполный деньОпыт работы 6 лет 1 месяц Старший администрат...Среднее специальное образование 1994 Спту 26
1Мужчина , 41dгод , родился 14 января 197860d000 руб.Сочи , не готов к переезду , готов к командиро...частичная занятость, полная занятостьгибкий график, полный деньОпыт работы 19 лет 2 месяца Старший IT инжене...Высшее образование 1999 СОЧИНСКИЙ ГОС. УНИВЕР...
2Мужчина , 44dгода , родился 21 февраля 197565d000 руб.Липецк , готов к переезду , готов к командировкамполная занятостьудаленная работа, полный день, вахтовый методОпыт работы 19 лет 9 месяцев Системный админи...Высшее образование 2003 Московский государств...
3Мужчина , 43dгода , родился 9 февраля 197670d000 руб.Москва , м. Марьино , не готов к переезду , г...полная занятостьудаленная работа, гибкий график, полный деньОпыт работы 5 лет 9 месяцев Web-программист, ...Высшее образование 2002 Российский государств...
4Мужчина , 39dлет , родился 14 июня 197945d000 руб.Тула , не готов к переезду , готов к редким ко...частичная занятость, полная занятостьполный день, сменный графикОпыт работы 13 лет 5 месяцев Старший системны...Высшее образование 2007 Российский государств...
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Пол, возрастЗПГородЗанятостьГрафикОпыт (двойное нажатие для полной версии)Образование и ВУЗ
0(М, 47)27000.0малый или за пределами России городполная занятостьполный день73среднее специальное
1(М, 45)60000.0Сочичастичная занятость полная занятостьгибкий график полный день230высшее
2(М, 48)65000.0малый или за пределами России городполная занятостьполный день удаленная работа237высшее
3(М, 47)70000.0Москваполная занятостьгибкий график полный день удаленная работа69высшее
4(М, 44)45000.0малый или за пределами России городчастичная занятость полная занятостьполный день сменный график161высшее
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ПолВозрастЗПГородЗанятостьГрафикОпыт (двойное нажатие для полной версии)Образование и ВУЗ
0М4727000.0малый или за пределами России городполная занятостьполный день73среднее специальное
1М4560000.0Сочичастичная занятость полная занятостьгибкий график полный день230высшее
2М4865000.0малый или за пределами России городполная занятостьполный день удаленная работа237высшее
3М4770000.0Москваполная занятостьгибкий график полный день удаленная работа69высшее
4М4445000.0малый или за пределами России городчастичная занятость полная занятостьполный день сменный график161высшее
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" + ], + "text/plain": [ + " Пол Возраст ЗП Город \\\n", + "0 М 47 27000.0 малый или за пределами России город \n", + "1 М 45 60000.0 Сочи \n", + "2 М 48 65000.0 малый или за пределами России город \n", + "3 М 47 70000.0 Москва \n", + "4 М 44 45000.0 малый или за пределами России город \n", + "\n", + " Занятость \\\n", + "0 полная занятость \n", + "1 частичная занятость полная занятость \n", + "2 полная занятость \n", + "3 полная занятость \n", + "4 частичная занятость полная занятость \n", + "\n", + " График \\\n", + "0 полный день \n", + "1 гибкий график полный день \n", + "2 полный день удаленная работа \n", + "3 гибкий график полный день удаленная работа \n", + "4 полный день сменный график \n", + "\n", + " Опыт (двойное нажатие для полной версии) Образование и ВУЗ \n", + "0 73 среднее специальное \n", + "1 230 высшее \n", + "2 237 высшее \n", + "3 69 высшее \n", + "4 161 высшее " + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "id": "rmCWXFN9oMHP" + }, + "outputs": [], + "source": [ + "df.to_csv('hh_parsed.csv', index=False) # Сохраняем распаршенную базу" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.9" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/Архив/datatraining.txt b/Архив/datatraining.txt new file mode 100644 index 0000000..2ec954a --- /dev/null +++ b/Архив/datatraining.txt @@ -0,0 +1,8144 @@ +"date","Temperature","Humidity","Light","CO2","HumidityRatio","Occupancy" +"1","2015-02-04 17:51:00",23.18,27.272,426,721.25,0.00479298817650529,1 +"2","2015-02-04 17:51:59",23.15,27.2675,429.5,714,0.00478344094931065,1 +"3","2015-02-04 17:53:00",23.15,27.245,426,713.5,0.00477946352442199,1 +"4","2015-02-04 17:54:00",23.15,27.2,426,708.25,0.00477150882608175,1 +"5","2015-02-04 17:55:00",23.1,27.2,426,704.5,0.00475699293331518,1 +"6","2015-02-04 17:55:59",23.1,27.2,419,701,0.00475699293331518,1 +"7","2015-02-04 17:57:00",23.1,27.2,419,701.666666666667,0.00475699293331518,1 +"8","2015-02-04 17:57:59",23.1,27.2,419,699,0.00475699293331518,1 +"9","2015-02-04 17:58:59",23.1,27.2,419,689.333333333333,0.00475699293331518,1 +"10","2015-02-04 18:00:00",23.075,27.175,419,688,0.00474535071966655,1 +"11","2015-02-04 18:01:00",23.075,27.15,419,690.25,0.00474095189694268,1 +"12","2015-02-04 18:02:00",23.1,27.1,419,691,0.00473937073052061,1 +"13","2015-02-04 18:03:00",23.1,27.1666666666667,419,683.5,0.00475111875560951,1 +"14","2015-02-04 18:04:00",23.05,27.15,419,687.5,0.0047337317970825,1 +"15","2015-02-04 18:04:59",23,27.125,419,686,0.00471494214590473,1 +"16","2015-02-04 18:06:00",23,27.125,418.5,680.5,0.00471494214590473,1 +"17","2015-02-04 18:07:00",23,27.2,0,681.5,0.00472807794966877,0 +"18","2015-02-04 18:08:00",22.945,27.29,0,685,0.00472795137178073,0 +"19","2015-02-04 18:08:59",22.945,27.39,0,685,0.0047454083970941,0 +"20","2015-02-04 18:10:00",22.89,27.39,0,689,0.00472950615591001,0 +"21","2015-02-04 18:10:59",22.89,27.39,0,689.5,0.00472950615591001,0 +"22","2015-02-04 18:11:59",22.89,27.39,0,689,0.00472950615591001,0 +"23","2015-02-04 18:13:00",22.89,27.445,0,691,0.00473907551474663,0 +"24","2015-02-04 18:14:00",22.89,27.5,0,688,0.00474864516581148,0 +"25","2015-02-04 18:15:00",22.89,27.5,0,689.5,0.00474864516581148,0 +"26","2015-02-04 18:16:00",22.79,27.445,0,689,0.00471022404680625,0 +"27","2015-02-04 18:16:59",22.79,27.5,0,685.666666666667,0.00471973499914952,0 +"28","2015-02-04 18:17:59",22.79,27.5,0,687,0.00471973499914952,0 +"29","2015-02-04 18:19:00",22.79,27.5,0,688,0.00471973499914952,0 +"30","2015-02-04 18:20:00",22.745,27.5,0,670,0.0047067761580489,0 +"31","2015-02-04 18:21:00",22.7,27.4633333333333,0,668.666666666667,0.00468754308384392,0 +"32","2015-02-04 18:22:00",22.7,27.5,0,670,0.00469384871410812,0 +"33","2015-02-04 18:23:00",22.7,27.5,0,667,0.00469384871410812,0 +"34","2015-02-04 18:23:59",22.6666666666667,27.4266666666667,0,664.5,0.00467170776461751,0 +"35","2015-02-04 18:24:59",22.7,27.6,0,670,0.00471104653252311,0 +"36","2015-02-04 18:26:00",22.6,27.4266666666667,0,670.333333333333,0.00465269945869772,0 +"37","2015-02-04 18:27:00",22.6,27.39,0,672,0.0046464328065348,0 +"38","2015-02-04 18:28:00",22.6,27.3566666666667,0,658,0.00464073595878431,0 +"39","2015-02-04 18:29:00",22.6,27.445,0,660.5,0.00465583283178072,0 +"40","2015-02-04 18:29:59",22.6,27.4266666666667,0,658,0.00465269945869772,0 +"41","2015-02-04 18:30:59",22.6,27.445,0,655,0.00465583283178072,0 +"42","2015-02-04 18:32:00",22.6,27.445,0,654.25,0.00465583283178072,0 +"43","2015-02-04 18:33:00",22.6,27.39,0,648,0.0046464328065348,0 +"44","2015-02-04 18:34:00",22.5,27.3233333333333,0,648.666666666667,0.00460676320297832,0 +"45","2015-02-04 18:35:00",22.5,27.445,0,646,0.00462742903214501,0 +"46","2015-02-04 18:36:00",22.5,27.5,0,646,0.00463677156669758,0 +"47","2015-02-04 18:36:59",22.5,27.445,0,641.5,0.00462742903214501,0 +"48","2015-02-04 18:38:00",22.39,27.29,0,639,0.00457021208799111,0 +"49","2015-02-04 18:39:00",22.5,27.5,0,640,0.00463677156669758,0 +"50","2015-02-04 18:40:00",22.39,27.34,0,630.5,0.00457864714513976,0 +"51","2015-02-04 18:40:59",22.39,27.3566666666667,0,629.333333333333,0.0045814588813251,0 +"52","2015-02-04 18:42:00",22.39,27.5,0,632,0.00460564085426059,0 +"53","2015-02-04 18:42:59",22.39,27.5,0,636.5,0.00460564085426059,0 +"54","2015-02-04 18:43:59",22.39,27.5,0,627.5,0.00460564085426059,0 +"55","2015-02-04 18:45:00",22.39,27.39,0,626,0.0045870824294015,0 +"56","2015-02-04 18:46:00",22.39,27.5,0,625.5,0.00460564085426059,0 +"57","2015-02-04 18:47:00",22.34,27.39,0,623.5,0.00457305034947982,0 +"58","2015-02-04 18:48:00",22.39,27.4633333333333,0,624.666666666667,0.00459945459049356,0 +"59","2015-02-04 18:49:00",22.39,27.39,0,622,0.0045870824294015,0 +"60","2015-02-04 18:49:59",22.29,27.39,0,621,0.00455905614852278,0 +"61","2015-02-04 18:51:00",22.34,27.39,0,626.5,0.00457305034947982,0 +"62","2015-02-04 18:52:00",22.29,27.39,0,622,0.00455905614852278,0 +"63","2015-02-04 18:53:00",22.39,27.39,0,620,0.0045870824294015,0 +"64","2015-02-04 18:53:59",22.29,27.39,0,621.5,0.00455905614852278,0 +"65","2015-02-04 18:55:00",22.29,27.3566666666667,0,616.333333333333,0.00455346720904263,0 +"66","2015-02-04 18:55:59",22.29,27.34,0,609,0.00455067277669262,0 +"67","2015-02-04 18:56:59",22.29,27.39,0,614,0.00455905614852278,0 +"68","2015-02-04 18:58:00",22.29,27.34,0,613.5,0.00455067277669262,0 +"69","2015-02-04 18:59:00",22.29,27.34,0,611,0.00455067277669262,0 +"70","2015-02-04 19:00:00",22.29,27.39,0,612,0.00455905614852278,0 +"71","2015-02-04 19:01:00",22.29,27.29,0,608,0.00454228962919881,0 +"72","2015-02-04 19:01:59",22.29,27.29,0,605.5,0.00454228962919881,0 +"73","2015-02-04 19:02:59",22.2675,27.315,0,608.5,0.00454021358023024,0 +"74","2015-02-04 19:04:00",22.2,27.29,0,608.5,0.00451728819349999,0 +"75","2015-02-04 19:05:00",22.245,27.29,0,602.5,0.00452977369585959,0 +"76","2015-02-04 19:06:00",22.2,27.29,0,598,0.00451728819349999,0 +"77","2015-02-04 19:07:00",22.2,27.29,0,595,0.00451728819349999,0 +"78","2015-02-04 19:08:00",22.2,27.29,0,591,0.00451728819349999,0 +"79","2015-02-04 19:08:59",22.245,27.245,0,591,0.00452224999364749,0 +"80","2015-02-04 19:09:59",22.2,27.2,0,595,0.00450228274276464,0 +"81","2015-02-04 19:11:00",22.2,27.29,0,594.333333333333,0.00451728819349999,0 +"82","2015-02-04 19:12:00",22.2,27.29,0,593.5,0.00451728819349999,0 +"83","2015-02-04 19:13:00",22.2,27.29,0,592,0.00451728819349999,0 +"84","2015-02-04 19:14:00",22.15,27.245,0,586.5,0.0044959713579516,0 +"85","2015-02-04 19:14:59",22.2,27.2,0,586,0.00450228274276464,0 +"86","2015-02-04 19:15:59",22.15,27.245,0,586,0.0044959713579516,0 +"87","2015-02-04 19:17:00",22.2,27.245,0,584.5,0.00450978537828394,0 +"88","2015-02-04 19:18:00",22.1,27.245,0,584.5,0.00448219467655486,0 +"89","2015-02-04 19:19:00",22.1,27.2,0,585.5,0.00447473826972372,0 +"90","2015-02-04 19:20:00",22.1333333333333,27.2,0,584.666666666667,0.00448390319821458,0 +"91","2015-02-04 19:21:00",22.2,27.2,0,577,0.00450228274276464,0 +"92","2015-02-04 19:21:59",22.1,27.2,0,580,0.00447473826972372,0 +"93","2015-02-04 19:23:00",22.125,27.2,0,582,0.00448161041517148,0 +"94","2015-02-04 19:24:00",22.2,27.2,0,580,0.00450228274276464,0 +"95","2015-02-04 19:25:00",22.1,27.15,0,578,0.00446645358141236,0 +"96","2015-02-04 19:25:59",22.1,27.2,0,576.5,0.00447473826972372,0 +"97","2015-02-04 19:27:00",22.1,27.2,0,580,0.00447473826972372,0 +"98","2015-02-04 19:27:59",22.1,27.2,0,572.5,0.00447473826972372,0 +"99","2015-02-04 19:28:59",22.1,27.2,0,567,0.00447473826972372,0 +"100","2015-02-04 19:30:00",22.1,27.2,0,568,0.00447473826972372,0 +"101","2015-02-04 19:31:00",22.1,27.2,0,574.5,0.00447473826972372,0 +"102","2015-02-04 19:32:00",22.1,27.2,0,564.333333333333,0.00447473826972372,0 +"103","2015-02-04 19:33:00",22.1,27.2,0,563,0.00447473826972372,0 +"104","2015-02-04 19:34:00",22.1,27.15,0,564.5,0.00446645358141236,0 +"105","2015-02-04 19:34:59",22.0666666666667,27.1666666666667,0,566.333333333333,0.00446007809167045,0 +"106","2015-02-04 19:36:00",22.1,27.1,0,562,0.00445816911221647,0 +"107","2015-02-04 19:37:00",22,27.1,0,565.5,0.00443087555124918,0 +"108","2015-02-04 19:38:00",22,27.1,0,570,0.00443087555124918,0 +"109","2015-02-04 19:38:59",22.05,27.15,0,562,0.00445276274636235,0 +"110","2015-02-04 19:40:00",22,27.1,0,560,0.00443087555124918,0 +"111","2015-02-04 19:40:59",22,27.1,0,558,0.00443087555124918,0 +"112","2015-02-04 19:41:59",22,27.1,0,556,0.00443087555124918,0 +"113","2015-02-04 19:43:00",22,27.1,0,557,0.00443087555124918,0 +"114","2015-02-04 19:44:00",21.9175,27.1,0,556.5,0.00440846943162748,0 +"115","2015-02-04 19:45:00",21.945,27.1,0,557.5,0.00441592700761485,0 +"116","2015-02-04 19:46:00",21.9266666666667,27.1,0,555,0.00441095405497767,0 +"117","2015-02-04 19:46:59",21.89,27.1,0,555,0.00440102296708593,0 +"118","2015-02-04 19:47:59",21.89,27.1,0,553,0.00440102296708593,0 +"119","2015-02-04 19:49:00",21.89,27.1,0,549.5,0.00440102296708593,0 +"120","2015-02-04 19:50:00",21.89,27.1,0,548.5,0.00440102296708593,0 +"121","2015-02-04 19:51:00",21.89,27.1,0,551.5,0.00440102296708593,0 +"122","2015-02-04 19:52:00",21.89,27.1,0,548.5,0.00440102296708593,0 +"123","2015-02-04 19:53:00",21.89,27.1,0,548,0.00440102296708593,0 +"124","2015-02-04 19:53:59",21.89,27.1,0,547.5,0.00440102296708593,0 +"125","2015-02-04 19:54:59",21.89,27.1,0,553,0.00440102296708593,0 +"126","2015-02-04 19:56:00",21.84,27.1,0,547.5,0.00438751236133436,0 +"127","2015-02-04 19:57:00",21.8566666666667,27.1,0,548.666666666667,0.00439201182580606,0 +"128","2015-02-04 19:58:00",21.79,27.1,0,540,0.00437403835445405,0 +"129","2015-02-04 19:59:00",21.79,27.1,0,538,0.00437403835445405,0 +"130","2015-02-04 19:59:59",21.79,27.1,0,542,0.00437403835445405,0 +"131","2015-02-04 20:00:59",21.79,27.1,0,542,0.00437403835445405,0 +"132","2015-02-04 20:02:00",21.79,27.1,0,538,0.00437403835445405,0 +"133","2015-02-04 20:03:00",21.79,27.1,0,537.666666666667,0.00437403835445405,0 +"134","2015-02-04 20:04:00",21.79,27.1,0,537.5,0.00437403835445405,0 +"135","2015-02-04 20:05:00",21.79,27.1,0,536,0.00437403835445405,0 +"136","2015-02-04 20:06:00",21.745,27.1,0,534.5,0.00436194296945302,0 +"137","2015-02-04 20:06:59",21.7,27.1,0,532.5,0.00434987709774486,0 +"138","2015-02-04 20:08:00",21.76,27.1,0,530,0.0043659714821212,0 +"139","2015-02-04 20:09:00",21.745,27.05,0,529.5,0.00435383877122501,0 +"140","2015-02-04 20:10:00",21.79,27.05,0,531,0.00436591152717108,0 +"141","2015-02-04 20:10:59",21.73,27,0,533.333333333333,0.00434172461000499,0 +"142","2015-02-04 20:12:00",21.745,27,0,531,0.004345734782707,0 +"143","2015-02-04 20:12:59",21.745,27,0,529,0.004345734782707,0 +"144","2015-02-04 20:13:59",21.745,27,0,528.5,0.004345734782707,0 +"145","2015-02-04 20:15:00",21.7,27,0,525,0.00433371405578809,0 +"146","2015-02-04 20:16:00",21.7,27,0,528.5,0.00433371405578809,0 +"147","2015-02-04 20:17:00",21.7,27,0,530.5,0.00433371405578809,0 +"148","2015-02-04 20:18:00",21.7,26.89,0,528,0.00431593567308493,0 +"149","2015-02-04 20:19:00",21.7,26.89,0,526,0.00431593567308493,0 +"150","2015-02-04 20:19:59",21.7,26.89,0,530,0.00431593567308493,0 +"151","2015-02-04 20:21:00",21.7,26.89,0,533.333333333333,0.00431593567308493,0 +"152","2015-02-04 20:22:00",21.7,26.89,0,529,0.00431593567308493,0 +"153","2015-02-04 20:23:00",21.7,26.89,0,528,0.00431593567308493,0 +"154","2015-02-04 20:23:59",21.7,26.89,0,526,0.00431593567308493,0 +"155","2015-02-04 20:25:00",21.7,26.89,0,526,0.00431593567308493,0 +"156","2015-02-04 20:25:59",21.7,26.79,0,521,0.00429977438278406,0 +"157","2015-02-04 20:26:59",21.7,26.79,0,518,0.00429977438278406,0 +"158","2015-02-04 20:28:00",21.7,26.79,0,515.5,0.00429977438278406,0 +"159","2015-02-04 20:29:00",21.7,26.79,0,520,0.00429977438278406,0 +"160","2015-02-04 20:30:00",21.7,26.7675,0,523.5,0.00429613820740729,0 +"161","2015-02-04 20:31:00",21.7,26.79,0,525.5,0.00429977438278406,0 +"162","2015-02-04 20:31:59",21.7,26.79,0,525.5,0.00429977438278406,0 +"163","2015-02-04 20:32:59",21.7,26.79,0,514,0.00429977438278406,0 +"164","2015-02-04 20:34:00",21.7,26.7,0,518,0.00428522993460374,0 +"165","2015-02-04 20:35:00",21.7,26.7,0,518,0.00428522993460374,0 +"166","2015-02-04 20:36:00",21.7,26.7,0,520,0.00428522993460374,0 +"167","2015-02-04 20:37:00",21.6,26.7,0,521,0.00425892186208795,0 +"168","2015-02-04 20:38:00",21.6,26.6,0,518,0.00424286203685278,0 +"169","2015-02-04 20:38:59",21.6,26.65,0,517,0.00425089184650924,0 +"170","2015-02-04 20:39:59",21.6,26.6,0,511.5,0.00424286203685278,0 +"171","2015-02-04 20:41:00",21.65,26.65,0,514,0.00426400308494511,0 +"172","2015-02-04 20:42:00",21.6,26.55,0,515.5,0.00423483243311065,0 +"173","2015-02-04 20:43:00",21.6,26.5,0,517,0.00422680303527493,0 +"174","2015-02-04 20:44:00",21.6,26.5,0,515,0.00422680303527493,0 +"175","2015-02-04 20:44:59",21.6,26.5,0,512,0.00422680303527493,0 +"176","2015-02-04 20:45:59",21.6,26.5,0,515,0.00422680303527493,0 +"177","2015-02-04 20:47:00",21.65,26.55,0,511,0.00424789380271014,0 +"178","2015-02-04 20:48:00",21.6,26.5,0,514,0.00422680303527493,0 +"179","2015-02-04 20:49:00",21.6,26.445,0,508,0.00421797093546809,0 +"180","2015-02-04 20:50:00",21.6,26.4725,0,509.75,0.00422238695423002,0 +"181","2015-02-04 20:51:00",21.6,26.445,0,508.75,0.00421797093546809,0 +"182","2015-02-04 20:51:59",21.6,26.445,0,508.5,0.00421797093546809,0 +"183","2015-02-04 20:53:00",21.6,26.39,0,507,0.00420913908478788,0 +"184","2015-02-04 20:54:00",21.6,26.39,0,507,0.00420913908478788,0 +"185","2015-02-04 20:55:00",21.6,26.39,0,503.5,0.00420913908478788,0 +"186","2015-02-04 20:55:59",21.6,26.39,0,504,0.00420913908478788,0 +"187","2015-02-04 20:57:00",21.6,26.39,0,504,0.00420913908478788,0 +"188","2015-02-04 20:57:59",21.575,26.315,0,500.5,0.0041906371261489,0 +"189","2015-02-04 20:58:59",21.6,26.29,0,500,0.00419308181268417,0 +"190","2015-02-04 21:00:00",21.6,26.29,0,503.5,0.00419308181268417,0 +"191","2015-02-04 21:01:00",21.55,26.245,0,503,0.00417298202219627,0 +"192","2015-02-04 21:02:00",21.55,26.245,0,502.5,0.00417298202219627,0 +"193","2015-02-04 21:03:00",21.5,26.2,0,502,0.00415296201038409,0 +"194","2015-02-04 21:04:00",21.5666666666667,26.2,0,502,0.00417005914917235,0 +"195","2015-02-04 21:04:59",21.5,26.2,0,502.5,0.00415296201038409,0 +"196","2015-02-04 21:06:00",21.5,26.2,0,497,0.00415296201038409,0 +"197","2015-02-04 21:07:00",21.5,26.15,0,501.5,0.00414498369514183,0 +"198","2015-02-04 21:08:00",21.5,26.15,0,504,0.00414498369514183,0 +"199","2015-02-04 21:08:59",21.5,26.1,0,501,0.00413700558321316,0 +"200","2015-02-04 21:10:00",21.5,26.1,0,493.75,0.00413700558321316,0 +"201","2015-02-04 21:10:59",21.5,26.1,0,500,0.00413700558321316,0 +"202","2015-02-04 21:11:59",21.5,26.1,0,504.5,0.00413700558321316,0 +"203","2015-02-04 21:13:00",21.5,26.05,0,504,0.00412902767459031,0 +"204","2015-02-04 21:14:00",21.5,26.1,0,501,0.00413700558321316,0 +"205","2015-02-04 21:15:00",21.5,26,0,499,0.00412104996926551,0 +"206","2015-02-04 21:16:00",21.5,26,0,502,0.00412104996926551,0 +"207","2015-02-04 21:16:59",21.5,26,0,503.5,0.00412104996926551,0 +"208","2015-02-04 21:17:59",21.5,26,0,500.666666666667,0.00412104996926551,0 +"209","2015-02-04 21:19:00",21.5,26,0,493,0.00412104996926551,0 +"210","2015-02-04 21:20:00",21.5,26,0,492.5,0.00412104996926551,0 +"211","2015-02-04 21:21:00",21.5,26,0,493,0.00412104996926551,0 +"212","2015-02-04 21:22:00",21.5,25.89,0,495.5,0.00410349973312177,0 +"213","2015-02-04 21:23:00",21.5,26,0,492.666666666667,0.00412104996926551,0 +"214","2015-02-04 21:23:59",21.5,26,0,490,0.00412104996926551,0 +"215","2015-02-04 21:24:59",21.5,25.9266666666667,0,493,0.00410934970251646,0 +"216","2015-02-04 21:26:00",21.5,25.89,0,494.666666666667,0.00410349973312177,0 +"217","2015-02-04 21:27:00",21.5,25.89,0,496,0.00410349973312177,0 +"218","2015-02-04 21:28:00",21.5,25.89,0,491,0.00410349973312177,0 +"219","2015-02-04 21:29:00",21.5,25.84,0,490.5,0.0040955226782985,0 +"220","2015-02-04 21:29:59",21.5,25.84,0,490,0.0040955226782985,0 +"221","2015-02-04 21:30:59",21.5,25.89,0,491,0.00410349973312177,0 +"222","2015-02-04 21:32:00",21.5,25.89,0,491.666666666667,0.00410349973312177,0 +"223","2015-02-04 21:33:00",21.5,25.89,0,493.5,0.00410349973312177,0 +"224","2015-02-04 21:34:00",21.4725,25.865,0,493.75,0.00409256776950153,0 +"225","2015-02-04 21:35:00",21.5,25.84,0,490,0.0040955226782985,0 +"226","2015-02-04 21:36:00",21.5,25.79,0,488,0.00408754582674064,0 +"227","2015-02-04 21:36:59",21.5,25.79,0,490,0.00408754582674064,0 +"228","2015-02-04 21:38:00",21.5,25.79,0,487,0.00408754582674064,0 +"229","2015-02-04 21:39:00",21.445,25.745,0,492.5,0.00406655560714929,0 +"230","2015-02-04 21:40:00",21.445,25.745,0,493.5,0.00406655560714929,0 +"231","2015-02-04 21:40:59",21.4633333333333,25.76,0,493.333333333333,0.00407354230391887,0 +"232","2015-02-04 21:42:00",21.445,25.745,0,488,0.00406655560714929,0 +"233","2015-02-04 21:42:59",21.5,25.79,0,487.5,0.00408754582674064,0 +"234","2015-02-04 21:43:59",21.4266666666667,25.73,0,485.333333333333,0.00405957893706384,0 +"235","2015-02-04 21:45:00",21.39,25.7,0,484,0.00404565562779471,0 +"236","2015-02-04 21:46:00",21.39,25.7,0,489,0.00404565562779471,0 +"237","2015-02-04 21:47:00",21.445,25.745,0,488,0.00406655560714929,0 +"238","2015-02-04 21:48:00",21.5,25.79,0,493,0.00408754582674064,0 +"239","2015-02-04 21:49:00",21.39,25.7,0,491,0.00404565562779471,0 +"240","2015-02-04 21:49:59",21.445,25.745,0,488,0.00406655560714929,0 +"241","2015-02-04 21:51:00",21.445,25.745,0,487.25,0.00406655560714929,0 +"242","2015-02-04 21:52:00",21.39,25.7,0,489,0.00404565562779471,0 +"243","2015-02-04 21:53:00",21.5,25.79,0,489,0.00408754582674064,0 +"244","2015-02-04 21:53:59",21.39,25.7,0,486,0.00404565562779471,0 +"245","2015-02-04 21:55:00",21.4266666666667,25.73,0,484.666666666667,0.00405957893706384,0 +"246","2015-02-04 21:55:59",21.39,25.7,0,485,0.00404565562779471,0 +"247","2015-02-04 21:56:59",21.39,25.7,0,487,0.00404565562779471,0 +"248","2015-02-04 21:58:00",21.39,25.7,0,492,0.00404565562779471,0 +"249","2015-02-04 21:59:00",21.39,25.7,0,490.666666666667,0.00404565562779471,0 +"250","2015-02-04 22:00:00",21.39,25.7,0,488,0.00404565562779471,0 +"251","2015-02-04 22:01:00",21.39,25.7,0,485.5,0.00404565562779471,0 +"252","2015-02-04 22:01:59",21.39,25.7,0,486,0.00404565562779471,0 +"253","2015-02-04 22:02:59",21.39,25.7,0,485.5,0.00404565562779471,0 +"254","2015-02-04 22:04:00",21.39,25.7,0,486,0.00404565562779471,0 +"255","2015-02-04 22:05:00",21.39,25.7,0,480,0.00404565562779471,0 +"256","2015-02-04 22:06:00",21.39,25.7,0,481,0.00404565562779471,0 +"257","2015-02-04 22:07:00",21.39,25.7,0,481.666666666667,0.00404565562779471,0 +"258","2015-02-04 22:08:00",21.39,25.7,0,485.5,0.00404565562779471,0 +"259","2015-02-04 22:08:59",21.39,25.7,0,485,0.00404565562779471,0 +"260","2015-02-04 22:09:59",21.39,25.7,0,473,0.00404565562779471,0 +"261","2015-02-04 22:11:00",21.39,25.7,0,475,0.00404565562779471,0 +"262","2015-02-04 22:12:00",21.39,25.7,0,486,0.00404565562779471,0 +"263","2015-02-04 22:13:00",21.39,25.7,0,481.5,0.00404565562779471,0 +"264","2015-02-04 22:14:00",21.39,25.7,0,483,0.00404565562779471,0 +"265","2015-02-04 22:14:59",21.39,25.7,0,479,0.00404565562779471,0 +"266","2015-02-04 22:15:59",21.39,25.7,0,479,0.00404565562779471,0 +"267","2015-02-04 22:17:00",21.39,25.7,0,479,0.00404565562779471,0 +"268","2015-02-04 22:18:00",21.34,25.7,0,479,0.0040331952510965,0 +"269","2015-02-04 22:19:00",21.39,25.7,0,479,0.00404565562779471,0 +"270","2015-02-04 22:20:00",21.39,25.7,0,477,0.00404565562779471,0 +"271","2015-02-04 22:21:00",21.39,25.7,0,477.5,0.00404565562779471,0 +"272","2015-02-04 22:21:59",21.29,25.7,0,477.5,0.00402076872591321,0 +"273","2015-02-04 22:23:00",21.34,25.7,0,480,0.0040331952510965,0 +"274","2015-02-04 22:24:00",21.29,25.7,0,480,0.00402076872591321,0 +"275","2015-02-04 22:25:00",21.34,25.7,0,482,0.0040331952510965,0 +"276","2015-02-04 22:25:59",21.3233333333333,25.7,0,480.333333333333,0.00402904931868002,0 +"277","2015-02-04 22:27:00",21.34,25.7,0,477.5,0.0040331952510965,0 +"278","2015-02-04 22:27:59",21.29,25.7,0,476,0.00402076872591321,0 +"279","2015-02-04 22:28:59",21.39,25.7,0,479,0.00404565562779471,0 +"280","2015-02-04 22:30:00",21.39,25.7,0,471,0.00404565562779471,0 +"281","2015-02-04 22:31:00",21.29,25.7,0,474,0.00402076872591321,0 +"282","2015-02-04 22:32:00",21.29,25.7,0,477.5,0.00402076872591321,0 +"283","2015-02-04 22:33:00",21.34,25.7,0,476,0.0040331952510965,0 +"284","2015-02-04 22:34:00",21.29,25.7,0,474.25,0.00402076872591321,0 +"285","2015-02-04 22:34:59",21.39,25.7,0,475,0.00404565562779471,0 +"286","2015-02-04 22:36:00",21.29,25.7,0,476.5,0.00402076872591321,0 +"287","2015-02-04 22:37:00",21.34,25.7,0,474.5,0.0040331952510965,0 +"288","2015-02-04 22:38:00",21.29,25.7,0,478,0.00402076872591321,0 +"289","2015-02-04 22:38:59",21.29,25.7,0,475.333333333333,0.00402076872591321,0 +"290","2015-02-04 22:40:00",21.29,25.7,0,477,0.00402076872591321,0 +"291","2015-02-04 22:40:59",21.29,25.7,0,475.5,0.00402076872591321,0 +"292","2015-02-04 22:41:59",21.29,25.7,0,477.5,0.00402076872591321,0 +"293","2015-02-04 22:43:00",21.29,25.7,0,477.5,0.00402076872591321,0 +"294","2015-02-04 22:44:00",21.29,25.7,0,478,0.00402076872591321,0 +"295","2015-02-04 22:45:00",21.29,25.7,0,473.5,0.00402076872591321,0 +"296","2015-02-04 22:46:00",21.29,25.7,0,472.5,0.00402076872591321,0 +"297","2015-02-04 22:46:59",21.29,25.7,0,472,0.00402076872591321,0 +"298","2015-02-04 22:47:59",21.29,25.7,0,469.5,0.00402076872591321,0 +"299","2015-02-04 22:49:00",21.29,25.7,0,466.666666666667,0.00402076872591321,0 +"300","2015-02-04 22:50:00",21.29,25.7,0,467,0.00402076872591321,0 +"301","2015-02-04 22:51:00",21.29,25.7,0,469.5,0.00402076872591321,0 +"302","2015-02-04 22:52:00",21.2,25.6,0,469,0.00398282809773472,0 +"303","2015-02-04 22:53:00",21.29,25.7,0,471,0.00402076872591321,0 +"304","2015-02-04 22:53:59",21.29,25.7,0,469,0.00402076872591321,0 +"305","2015-02-04 22:54:59",21.26,25.6666666666667,0,467.333333333333,0.00400809012841946,0 +"306","2015-02-04 22:56:00",21.245,25.65,0,471.5,0.00400176273769059,0 +"307","2015-02-04 22:57:00",21.23,25.6333333333333,0,471.666666666667,0.00399544327454182,0 +"308","2015-02-04 22:58:00",21.29,25.7,0,475,0.00402076872591321,0 +"309","2015-02-04 22:59:00",21.2,25.6,0,471,0.00398282809773472,0 +"310","2015-02-04 22:59:59",21.2,25.6,0,471,0.00398282809773472,0 +"311","2015-02-04 23:00:59",21.245,25.65,0,471,0.00400176273769059,0 +"312","2015-02-04 23:02:00",21.245,25.65,0,474.5,0.00400176273769059,0 +"313","2015-02-04 23:03:00",21.2,25.6,0,475.5,0.00398282809773472,0 +"314","2015-02-04 23:04:00",21.2,25.6,0,474,0.00398282809773472,0 +"315","2015-02-04 23:05:00",21.2,25.6,0,469,0.00398282809773472,0 +"316","2015-02-04 23:06:00",21.2,25.6,0,474,0.00398282809773472,0 +"317","2015-02-04 23:06:59",21.2,25.6,0,474,0.00398282809773472,0 +"318","2015-02-04 23:08:00",21.2,25.6,0,468.5,0.00398282809773472,0 +"319","2015-02-04 23:09:00",21.2,25.6,0,469.5,0.00398282809773472,0 +"320","2015-02-04 23:10:00",21.2,25.6,0,472.5,0.00398282809773472,0 +"321","2015-02-04 23:10:59",21.2,25.6,0,467.5,0.00398282809773472,0 +"322","2015-02-04 23:12:00",21.2,25.6,0,469,0.00398282809773472,0 +"323","2015-02-04 23:12:59",21.2,25.55,0,466.5,0.00397499942379926,0 +"324","2015-02-04 23:13:59",21.2,25.5,0,469.5,0.00396717094567545,0 +"325","2015-02-04 23:15:00",21.2,25.5,0,469,0.00396717094567545,0 +"326","2015-02-04 23:16:00",21.2,25.5,0,467,0.00396717094567545,0 +"327","2015-02-04 23:17:00",21.2,25.5,0,467.333333333333,0.00396717094567545,0 +"328","2015-02-04 23:18:00",21.2,25.5,0,467,0.00396717094567545,0 +"329","2015-02-04 23:19:00",21.2,25.5,0,464.5,0.00396717094567545,0 +"330","2015-02-04 23:19:59",21.2,25.445,0,466,0.00395855984589297,0 +"331","2015-02-04 23:21:00",21.2,25.5,0,473,0.00396717094567545,0 +"332","2015-02-04 23:22:00",21.2,25.39,0,475,0.00394994898302393,0 +"333","2015-02-04 23:23:00",21.2,25.39,0,471,0.00394994898302393,0 +"334","2015-02-04 23:23:59",21.2,25.39,0,470,0.00394994898302393,0 +"335","2015-02-04 23:25:00",21.2,25.39,0,466.25,0.00394994898302393,0 +"336","2015-02-04 23:25:59",21.2,25.39,0,467,0.00394994898302393,0 +"337","2015-02-04 23:26:59",21.2,25.39,0,473,0.00394994898302393,0 +"338","2015-02-04 23:28:00",21.2,25.39,0,468,0.00394994898302393,0 +"339","2015-02-04 23:29:00",21.2,25.39,0,463,0.00394994898302393,0 +"340","2015-02-04 23:30:00",21.2,25.39,0,466,0.00394994898302393,0 +"341","2015-02-04 23:31:00",21.2,25.39,0,467,0.00394994898302393,0 +"342","2015-02-04 23:31:59",21.2,25.29,0,468,0.00393429347565304,0 +"343","2015-02-04 23:32:59",21.2,25.39,0,468,0.00394994898302393,0 +"344","2015-02-04 23:34:00",21.2,25.29,0,468,0.00393429347565304,0 +"345","2015-02-04 23:35:00",21.2,25.34,0,465.5,0.00394212113144808,0 +"346","2015-02-04 23:36:00",21.2,25.39,0,464,0.00394994898302393,0 +"347","2015-02-04 23:37:00",21.2,25.34,0,464.5,0.00394212113144808,0 +"348","2015-02-04 23:38:00",21.2,25.29,0,465.666666666667,0.00393429347565304,0 +"349","2015-02-04 23:38:59",21.2,25.365,0,465.75,0.00394603503276295,0 +"350","2015-02-04 23:39:59",21.2,25.39,0,464,0.00394994898302393,0 +"351","2015-02-04 23:41:00",21.2,25.39,0,467,0.00394994898302393,0 +"352","2015-02-04 23:42:00",21.15,25.39,0,466.5,0.0039377674602206,0 +"353","2015-02-04 23:43:00",21.2,25.39,0,465,0.00394994898302393,0 +"354","2015-02-04 23:44:00",21.2,25.39,0,462,0.00394994898302393,0 +"355","2015-02-04 23:44:59",21.2,25.39,0,459.666666666667,0.00394994898302393,0 +"356","2015-02-04 23:45:59",21.2,25.29,0,458,0.00393429347565304,0 +"357","2015-02-04 23:47:00",21.2,25.34,0,462.5,0.00394212113144808,0 +"358","2015-02-04 23:48:00",21.2,25.29,0,467,0.00393429347565304,0 +"359","2015-02-04 23:49:00",21.2,25.29,0,466.5,0.00393429347565304,0 +"360","2015-02-04 23:50:00",21.2,25.29,0,463,0.00393429347565304,0 +"361","2015-02-04 23:51:00",21.2,25.29,0,465,0.00393429347565304,0 +"362","2015-02-04 23:51:59",21.2,25.29,0,463.25,0.00393429347565304,0 +"363","2015-02-04 23:53:00",21.2,25.29,0,460,0.00393429347565304,0 +"364","2015-02-04 23:54:00",21.2,25.29,0,457,0.00393429347565304,0 +"365","2015-02-04 23:55:00",21.2,25.29,0,456,0.00393429347565304,0 +"366","2015-02-04 23:55:59",21.245,25.245,0,454,0.00393817695145039,0 +"367","2015-02-04 23:57:00",21.23,25.23,0,454,0.00393217865599575,0 +"368","2015-02-04 23:57:59",21.29,25.29,0,458,0.00395621617653094,0 +"369","2015-02-04 23:58:59",21.2,25.2,0,456,0.00392020418856616,0 +"370","2015-02-05 00:00:00",21.245,25.245,0,456.5,0.00393817695145039,0 +"371","2015-02-05 00:01:00",21.245,25.245,0,458.5,0.00393817695145039,0 +"372","2015-02-05 00:02:00",21.26,25.26,0,459.666666666667,0.00394418263158888,0 +"373","2015-02-05 00:03:00",21.245,25.245,0,464,0.00393817695145039,0 +"374","2015-02-05 00:04:00",21.245,25.2,0,465,0.00393111266145068,0 +"375","2015-02-05 00:04:59",21.29,25.2,0,461,0.00394204788657305,0 +"376","2015-02-05 00:06:00",21.245,25.2,0,458.5,0.00393111266145068,0 +"377","2015-02-05 00:07:00",21.29,25.2,0,459,0.00394204788657305,0 +"378","2015-02-05 00:08:00",21.29,25.2,0,451,0.00394204788657305,0 +"379","2015-02-05 00:08:59",21.29,25.2,0,456,0.00394204788657305,0 +"380","2015-02-05 00:10:00",21.29,25.2,0,463,0.00394204788657305,0 +"381","2015-02-05 00:10:59",21.29,25.2,0,461.666666666667,0.00394204788657305,0 +"382","2015-02-05 00:11:59",21.29,25.2,0,458,0.00394204788657305,0 +"383","2015-02-05 00:13:00",21.29,25.2,0,450,0.00394204788657305,0 +"384","2015-02-05 00:14:00",21.29,25.2,0,457,0.00394204788657305,0 +"385","2015-02-05 00:15:00",21.29,25.2,0,456,0.00394204788657305,0 +"386","2015-02-05 00:16:00",21.29,25.2,0,456,0.00394204788657305,0 +"387","2015-02-05 00:16:59",21.29,25.2,0,461,0.00394204788657305,0 +"388","2015-02-05 00:17:59",21.29,25.2,0,463,0.00394204788657305,0 +"389","2015-02-05 00:19:00",21.29,25.2,0,460,0.00394204788657305,0 +"390","2015-02-05 00:20:00",21.29,25.2,0,456,0.00394204788657305,0 +"391","2015-02-05 00:21:00",21.29,25.2,0,454.5,0.00394204788657305,0 +"392","2015-02-05 00:22:00",21.29,25.2,0,448.5,0.00394204788657305,0 +"393","2015-02-05 00:23:00",21.29,25.2,0,453.5,0.00394204788657305,0 +"394","2015-02-05 00:23:59",21.29,25.2,0,454,0.00394204788657305,0 +"395","2015-02-05 00:24:59",21.29,25.2,0,454,0.00394204788657305,0 +"396","2015-02-05 00:26:00",21.29,25.245,0,450.5,0.00394913195137757,0 +"397","2015-02-05 00:27:00",21.29,25.245,0,453,0.00394913195137757,0 +"398","2015-02-05 00:28:00",21.2,25.2,0,457,0.00392020418856616,0 +"399","2015-02-05 00:29:00",21.2,25.2,0,452.5,0.00392020418856616,0 +"400","2015-02-05 00:29:59",21.2,25.2,0,449,0.00392020418856616,0 +"401","2015-02-05 00:30:59",21.2,25.2,0,458.666666666667,0.00392020418856616,0 +"402","2015-02-05 00:32:00",21.2,25.2,0,454.5,0.00392020418856616,0 +"403","2015-02-05 00:33:00",21.2,25.245,0,455.5,0.00392724875282402,0 +"404","2015-02-05 00:34:00",21.2,25.245,0,453.5,0.00392724875282402,0 +"405","2015-02-05 00:35:00",21.2,25.29,0,452,0.00393429347565304,0 +"406","2015-02-05 00:36:00",21.2,25.29,0,451.5,0.00393429347565304,0 +"407","2015-02-05 00:36:59",21.2,25.29,0,451,0.00393429347565304,0 +"408","2015-02-05 00:38:00",21.1666666666667,25.3566666666667,0,450.333333333333,0.00393661649452723,0 +"409","2015-02-05 00:39:00",21.1666666666667,25.39,0,450,0.00394182428230707,0 +"410","2015-02-05 00:40:00",21.15,25.39,0,453.5,0.0039377674602206,0 +"411","2015-02-05 00:40:59",21.1,25.39,0,454,0.00392561907243717,0 +"412","2015-02-05 00:42:00",21.15,25.39,0,452.5,0.0039377674602206,0 +"413","2015-02-05 00:42:59",21.1,25.39,0,454,0.00392561907243717,0 +"414","2015-02-05 00:43:59",21.1,25.39,0,457,0.00392561907243717,0 +"415","2015-02-05 00:45:00",21.1,25.4633333333333,0,450.333333333333,0.00393702911172392,0 +"416","2015-02-05 00:46:00",21.1,25.5,0,451,0.00394273428736449,0 +"417","2015-02-05 00:47:00",21.1,25.5,0,451,0.00394273428736449,0 +"418","2015-02-05 00:48:00",21.05,25.445,0,449,0.00392203465655424,0 +"419","2015-02-05 00:49:00",21.1,25.5,0,449,0.00394273428736449,0 +"420","2015-02-05 00:49:59",21.05,25.445,0,450,0.00392203465655424,0 +"421","2015-02-05 00:51:00",21.05,25.445,0,449,0.00392203465655424,0 +"422","2015-02-05 00:52:00",21.1,25.5,0,445,0.00394273428736449,0 +"423","2015-02-05 00:53:00",21,25.39,0,443,0.00390142139093685,0 +"424","2015-02-05 00:53:59",21.1,25.5,0,446.5,0.00394273428736449,0 +"425","2015-02-05 00:55:00",21.1,25.5,0,446,0.00394273428736449,0 +"426","2015-02-05 00:55:59",21.1,25.5,0,451.5,0.00394273428736449,0 +"427","2015-02-05 00:56:59",21.1,25.39,0,445,0.00392561907243717,0 +"428","2015-02-05 00:58:00",21.1,25.39,0,449,0.00392561907243717,0 +"429","2015-02-05 00:59:00",21.1,25.39,0,451.666666666667,0.00392561907243717,0 +"430","2015-02-05 01:00:00",21.1,25.39,0,452,0.00392561907243717,0 +"431","2015-02-05 01:01:00",21.1,25.39,0,451,0.00392561907243717,0 +"432","2015-02-05 01:01:59",21.05,25.34,0,450,0.00390574856670598,0 +"433","2015-02-05 01:02:59",21.1,25.39,0,450,0.00392561907243717,0 +"434","2015-02-05 01:04:00",21.1,25.39,0,448,0.00392561907243717,0 +"435","2015-02-05 01:05:00",21.1,25.39,0,450.666666666667,0.00392561907243717,0 +"436","2015-02-05 01:06:00",21.1,25.39,0,450,0.00392561907243717,0 +"437","2015-02-05 01:07:00",21.15,25.39,0,446,0.0039377674602206,0 +"438","2015-02-05 01:08:00",21.1,25.39,0,444,0.00392561907243717,0 +"439","2015-02-05 01:08:59",21.125,25.39,0,447.5,0.00393168912931672,0 +"440","2015-02-05 01:09:59",21.1333333333333,25.39,0,443.333333333333,0.00393371431980177,0 +"441","2015-02-05 01:11:00",21.1,25.34,0,443.5,0.00391783973869481,0 +"442","2015-02-05 01:12:00",21.1,25.34,0,444,0.00391783973869481,0 +"443","2015-02-05 01:13:00",21.15,25.34,0,449,0.00392996390106742,0 +"444","2015-02-05 01:14:00",21.2,25.29,0,449.333333333333,0.00393429347565304,0 +"445","2015-02-05 01:14:59",21.15,25.29,0,448,0.00392216053648559,0 +"446","2015-02-05 01:15:59",21.15,25.245,0,449.5,0.00391513767471442,0 +"447","2015-02-05 01:17:00",21.2,25.245,0,450,0.00392724875282402,0 +"448","2015-02-05 01:18:00",21.2,25.2,0,447,0.00392020418856616,0 +"449","2015-02-05 01:19:00",21.2,25.2,0,446,0.00392020418856616,0 +"450","2015-02-05 01:20:00",21.1333333333333,25.2,0,443,0.00390409254176333,0 +"451","2015-02-05 01:21:00",21.1666666666667,25.2,0,444,0.00391214105268426,0 +"452","2015-02-05 01:21:59",21.2,25.2,0,444.5,0.00392020418856616,0 +"453","2015-02-05 01:23:00",21.2,25.2,0,445,0.00392020418856616,0 +"454","2015-02-05 01:24:00",21.2,25.2,0,451,0.00392020418856616,0 +"455","2015-02-05 01:25:00",21.2,25.2,0,450,0.00392020418856616,0 +"456","2015-02-05 01:25:59",21.2,25.2,0,444,0.00392020418856616,0 +"457","2015-02-05 01:27:00",21.2,25.2,0,443,0.00392020418856616,0 +"458","2015-02-05 01:27:59",21.2,25.1,0,438.5,0.00390455016902337,0 +"459","2015-02-05 01:28:59",21.2,25.1,0,441,0.00390455016902337,0 +"460","2015-02-05 01:30:00",21.2,25.1,0,444,0.00390455016902337,0 +"461","2015-02-05 01:31:00",21.2,25.15,0,441.5,0.00391237708091832,0 +"462","2015-02-05 01:32:00",21.2,25.1,0,441,0.00390455016902337,0 +"463","2015-02-05 01:33:00",21.2,25.1,0,439.5,0.00390455016902337,0 +"464","2015-02-05 01:34:00",21.2,25.1,0,441,0.00390455016902337,0 +"465","2015-02-05 01:34:59",21.2,25.1,0,442,0.00390455016902337,0 +"466","2015-02-05 01:36:00",21.2,25.1,0,441,0.00390455016902337,0 +"467","2015-02-05 01:37:00",21.2,25.1,0,436,0.00390455016902337,0 +"468","2015-02-05 01:38:00",21.2,25.1,0,442.5,0.00390455016902337,0 +"469","2015-02-05 01:38:59",21.2,25.1,0,446,0.00390455016902337,0 +"470","2015-02-05 01:40:00",21.2,25.1,0,443,0.00390455016902337,0 +"471","2015-02-05 01:40:59",21.2,25.1,0,437.5,0.00390455016902337,0 +"472","2015-02-05 01:41:59",21.2,25.1,0,440.5,0.00390455016902337,0 +"473","2015-02-05 01:43:00",21.2,25.05,0,439.5,0.00389672345287398,0 +"474","2015-02-05 01:44:00",21.2,25,0,443,0.00388889693246281,0 +"475","2015-02-05 01:45:00",21.2,25,0,443,0.00388889693246281,0 +"476","2015-02-05 01:46:00",21.2,25,0,438.5,0.00388889693246281,0 +"477","2015-02-05 01:46:59",21.2,25,0,438,0.00388889693246281,0 +"478","2015-02-05 01:47:59",21.2,25,0,442.333333333333,0.00388889693246281,0 +"479","2015-02-05 01:49:00",21.2,25,0,448,0.00388889693246281,0 +"480","2015-02-05 01:50:00",21.2,25.1,0,447.5,0.00390455016902337,0 +"481","2015-02-05 01:51:00",21.125,25.1,0,445.75,0.00388650148836853,0 +"482","2015-02-05 01:52:00",21.1,25,0,439,0.00386494539702099,0 +"483","2015-02-05 01:53:00",21.1,25.1,0,440,0.0038805016282998,0 +"484","2015-02-05 01:53:59",21.1,25.1,0,441.5,0.0038805016282998,0 +"485","2015-02-05 01:54:59",21.1,25.0666666666667,0,439,0.00387531613195001,0 +"486","2015-02-05 01:56:00",21.1,25,0,439,0.00386494539702099,0 +"487","2015-02-05 01:57:00",21.1,25.1,0,437.5,0.0038805016282998,0 +"488","2015-02-05 01:58:00",21.05,25.05,0,437.5,0.0038607723400945,0 +"489","2015-02-05 01:59:00",21.1,25.1,0,439.333333333333,0.0038805016282998,0 +"490","2015-02-05 01:59:59",21.1,25.1,0,443,0.0038805016282998,0 +"491","2015-02-05 02:00:59",21,25,0,440.5,0.0038411240057139,0 +"492","2015-02-05 02:02:00",21,25,0,442.333333333333,0.0038411240057139,0 +"493","2015-02-05 02:03:00",21,25,0,440.666666666667,0.0038411240057139,0 +"494","2015-02-05 02:04:00",21,25,0,440,0.0038411240057139,0 +"495","2015-02-05 02:05:00",21,25,0,439,0.0038411240057139,0 +"496","2015-02-05 02:06:00",21,25,0,442,0.0038411240057139,0 +"497","2015-02-05 02:06:59",21,25,0,443.5,0.0038411240057139,0 +"498","2015-02-05 02:08:00",21,25,0,445,0.0038411240057139,0 +"499","2015-02-05 02:09:00",21,25,0,445,0.0038411240057139,0 +"500","2015-02-05 02:10:00",21,25.05,0,442.5,0.00384885379046066,0 +"501","2015-02-05 02:10:59",21,25.1,0,440,0.00385658376615144,0 +"502","2015-02-05 02:12:00",21,25,0,439.5,0.0038411240057139,0 +"503","2015-02-05 02:12:59",21,25,0,438.5,0.0038411240057139,0 +"504","2015-02-05 02:13:59",21,25,0,435,0.0038411240057139,0 +"505","2015-02-05 02:15:00",21,25,0,439.5,0.0038411240057139,0 +"506","2015-02-05 02:16:00",21,25,0,440.5,0.0038411240057139,0 +"507","2015-02-05 02:17:00",21,25,0,439.5,0.0038411240057139,0 +"508","2015-02-05 02:18:00",21,25,0,441,0.0038411240057139,0 +"509","2015-02-05 02:19:00",21,25,0,442,0.0038411240057139,0 +"510","2015-02-05 02:19:59",21,25,0,445,0.0038411240057139,0 +"511","2015-02-05 02:21:00",21,25,0,444,0.0038411240057139,0 +"512","2015-02-05 02:22:00",21,25,0,445,0.0038411240057139,0 +"513","2015-02-05 02:23:00",21,24.89,0,444,0.00382411915135911,0 +"514","2015-02-05 02:23:59",21,24.89,0,443,0.00382411915135911,0 +"515","2015-02-05 02:25:00",21,24.89,0,448,0.00382411915135911,0 +"516","2015-02-05 02:25:59",21.05,24.945,0,443,0.00384448943806112,0 +"517","2015-02-05 02:26:59",21.05,24.945,0,440,0.00384448943806112,0 +"518","2015-02-05 02:28:00",21,24.89,0,440,0.00382411915135911,0 +"519","2015-02-05 02:29:00",21.0333333333333,24.9266666666667,0,441,0.00383768983818085,0 +"520","2015-02-05 02:30:00",21.05,24.945,0,440.5,0.00384448943806112,0 +"521","2015-02-05 02:31:00",21.05,24.945,0,444.5,0.00384448943806112,0 +"522","2015-02-05 02:31:59",21.1,25,0,446,0.00386494539702099,0 +"523","2015-02-05 02:32:59",21.05,24.945,0,442.5,0.00384448943806112,0 +"524","2015-02-05 02:34:00",21,24.89,0,439,0.00382411915135911,0 +"525","2015-02-05 02:35:00",21.1,24.89,0,441,0.00384783443575005,0 +"526","2015-02-05 02:36:00",21.1,24.89,0,438.333333333333,0.00384783443575005,0 +"527","2015-02-05 02:37:00",21.0333333333333,24.89,0,439.5,0.00383200988855104,0 +"528","2015-02-05 02:38:00",21.075,24.9725,0,440.75,0.00385470668973164,0 +"529","2015-02-05 02:38:59",21.0333333333333,24.9266666666667,0,437,0.00383768983818085,0 +"530","2015-02-05 02:39:59",21.1,24.945,0,440.5,0.00385638979943178,0 +"531","2015-02-05 02:41:00",21.1,24.9175,0,442.25,0.00385211208835308,0 +"532","2015-02-05 02:42:00",21.1,24.89,0,435,0.00384783443575005,0 +"533","2015-02-05 02:43:00",21.1,24.89,0,435.5,0.00384783443575005,0 +"534","2015-02-05 02:44:00",21.1,24.89,0,432,0.00384783443575005,0 +"535","2015-02-05 02:44:59",21.1,24.89,0,439.5,0.00384783443575005,0 +"536","2015-02-05 02:45:59",21.05,24.84,0,442.5,0.00382820738326409,0 +"537","2015-02-05 02:47:00",21.1,24.89,0,438.5,0.00384783443575005,0 +"538","2015-02-05 02:48:00",21.05,24.84,0,435.5,0.00382820738326409,0 +"539","2015-02-05 02:49:00",21.0666666666667,24.8566666666667,0,437.333333333333,0.00383474075764093,0 +"540","2015-02-05 02:50:00",21.1,24.89,0,437,0.00384783443575005,0 +"541","2015-02-05 02:51:00",21.0333333333333,24.8233333333333,0,438,0.00382168297154121,0 +"542","2015-02-05 02:51:59",21.025,24.84,0,435,0.00382229465435571,0 +"543","2015-02-05 02:53:00",21,24.79,0,440,0.00380866099472654,0 +"544","2015-02-05 02:54:00",21,24.8233333333333,0,441.333333333333,0.00381381362875361,0 +"545","2015-02-05 02:55:00",21,24.8566666666667,0,435,0.00381896634763043,0 +"546","2015-02-05 02:55:59",21,24.89,0,432,0.00382411915135911,0 +"547","2015-02-05 02:57:00",21,24.89,0,435.5,0.00382411915135911,0 +"548","2015-02-05 02:57:59",21,24.89,0,444,0.00382411915135911,0 +"549","2015-02-05 02:58:59",21,24.84,0,444.5,0.00381638997758567,0 +"550","2015-02-05 03:00:00",21,24.89,0,446,0.00382411915135911,0 +"551","2015-02-05 03:01:00",21,24.89,0,445,0.00382411915135911,0 +"552","2015-02-05 03:02:00",21,24.89,0,438.333333333333,0.00382411915135911,0 +"553","2015-02-05 03:03:00",21,24.89,0,445.5,0.00382411915135911,0 +"554","2015-02-05 03:04:00",21,24.89,0,439,0.00382411915135911,0 +"555","2015-02-05 03:04:59",21,24.89,0,439,0.00382411915135911,0 +"556","2015-02-05 03:06:00",20.945,24.89,0,439.5,0.00381113074815629,0 +"557","2015-02-05 03:07:00",20.9633333333333,24.89,0,443.333333333333,0.00381545588800348,0 +"558","2015-02-05 03:08:00",20.89,24.89,0,443.5,0.00379818125119672,0 +"559","2015-02-05 03:08:59",20.9266666666667,24.89,0,444,0.00380680993122318,0 +"560","2015-02-05 03:10:00",21,24.89,0,447.5,0.00382411915135911,0 +"561","2015-02-05 03:10:59",20.89,24.89,0,445.5,0.00379818125119672,0 +"562","2015-02-05 03:11:59",20.89,24.89,0,443,0.00379818125119672,0 +"563","2015-02-05 03:13:00",20.89,24.89,0,438,0.00379818125119672,0 +"564","2015-02-05 03:14:00",20.89,24.89,0,428,0.00379818125119672,0 +"565","2015-02-05 03:15:00",20.89,24.89,0,431,0.00379818125119672,0 +"566","2015-02-05 03:16:00",20.89,24.89,0,441,0.00379818125119672,0 +"567","2015-02-05 03:16:59",20.89,24.89,0,446,0.00379818125119672,0 +"568","2015-02-05 03:17:59",20.89,24.89,0,447,0.00379818125119672,0 +"569","2015-02-05 03:19:00",20.89,24.89,0,439,0.00379818125119672,0 +"570","2015-02-05 03:20:00",20.89,24.89,0,438.333333333333,0.00379818125119672,0 +"571","2015-02-05 03:21:00",20.89,24.89,0,442,0.00379818125119672,0 +"572","2015-02-05 03:22:00",20.9266666666667,24.79,0,443.333333333333,0.00379142216717855,0 +"573","2015-02-05 03:23:00",20.89,24.79,0,448,0.00378282857655485,0 +"574","2015-02-05 03:23:59",20.89,24.79,0,444.5,0.00378282857655485,0 +"575","2015-02-05 03:24:59",20.9266666666667,24.79,0,443.333333333333,0.00379142216717855,0 +"576","2015-02-05 03:26:00",20.945,24.79,0,445,0.0037957254127113,0 +"577","2015-02-05 03:27:00",21,24.7,0,445,0.00379474930666158,0 +"578","2015-02-05 03:28:00",21,24.7,0,443.5,0.00379474930666158,0 +"579","2015-02-05 03:29:00",21,24.7,0,439,0.00379474930666158,0 +"580","2015-02-05 03:29:59",21,24.7,0,441.5,0.00379474930666158,0 +"581","2015-02-05 03:30:59",21,24.6333333333333,0,441.333333333333,0.0037844447512991,0 +"582","2015-02-05 03:32:00",21,24.6,0,441,0.00377929260087562,0 +"583","2015-02-05 03:33:00",21,24.6,0,441,0.00377929260087562,0 +"584","2015-02-05 03:34:00",21,24.6,0,440,0.00377929260087562,0 +"585","2015-02-05 03:35:00",21,24.6,0,436,0.00377929260087562,0 +"586","2015-02-05 03:36:00",21,24.6,0,444,0.00377929260087562,0 +"587","2015-02-05 03:36:59",21,24.6,0,442,0.00377929260087562,0 +"588","2015-02-05 03:38:00",21,24.6,0,443.666666666667,0.00377929260087562,0 +"589","2015-02-05 03:39:00",21,24.6,0,439.5,0.00377929260087562,0 +"590","2015-02-05 03:40:00",21,24.5666666666667,0,439.333333333333,0.00377414053528786,0 +"591","2015-02-05 03:40:59",21,24.55,0,443.5,0.00377156453430672,0 +"592","2015-02-05 03:42:00",21,24.5,0,445,0.0037638366586111,0 +"593","2015-02-05 03:42:59",21,24.5,0,441.5,0.0037638366586111,0 +"594","2015-02-05 03:43:59",21,24.5,0,445,0.0037638366586111,0 +"595","2015-02-05 03:45:00",21,24.5,0,444.5,0.0037638366586111,0 +"596","2015-02-05 03:46:00",21,24.5,0,443.666666666667,0.0037638366586111,0 +"597","2015-02-05 03:47:00",21,24.5,0,445.5,0.0037638366586111,0 +"598","2015-02-05 03:48:00",21,24.445,0,445,0.00375533621579613,0 +"599","2015-02-05 03:49:00",21,24.445,0,443.5,0.00375533621579613,0 +"600","2015-02-05 03:49:59",21,24.39,0,447,0.00374683600391986,0 +"601","2015-02-05 03:51:00",21,24.39,0,444,0.00374683600391986,0 +"602","2015-02-05 03:52:00",21,24.5,0,442.5,0.0037638366586111,0 +"603","2015-02-05 03:53:00",21,24.4266666666667,0,445,0.00375250278617798,0 +"604","2015-02-05 03:53:59",21,24.5,0,444,0.0037638366586111,0 +"605","2015-02-05 03:55:00",21,24.39,0,440,0.00374683600391986,0 +"606","2015-02-05 03:55:59",21,24.39,0,445.5,0.00374683600391986,0 +"607","2015-02-05 03:56:59",21,24.39,0,444.5,0.00374683600391986,0 +"608","2015-02-05 03:58:00",21,24.39,0,442.5,0.00374683600391986,0 +"609","2015-02-05 03:59:00",21,24.39,0,444,0.00374683600391986,0 +"610","2015-02-05 04:00:00",21,24.39,0,442,0.00374683600391986,0 +"611","2015-02-05 04:01:00",21,24.3566666666667,0,442.666666666667,0.00374168447274892,0 +"612","2015-02-05 04:01:59",21,24.29,0,439,0.00373138166486622,0 +"613","2015-02-05 04:02:59",20.89,24.39,0,440,0.00372142541017581,0 +"614","2015-02-05 04:04:00",20.945,24.39,0,440,0.00373411165472082,0 +"615","2015-02-05 04:05:00",21,24.39,0,444,0.00374683600391986,0 +"616","2015-02-05 04:06:00",20.89,24.39,0,439.5,0.00372142541017581,0 +"617","2015-02-05 04:07:00",20.89,24.39,0,440,0.00372142541017581,0 +"618","2015-02-05 04:08:00",20.89,24.39,0,440,0.00372142541017581,0 +"619","2015-02-05 04:08:59",20.89,24.29,0,442,0.00370607650135101,0 +"620","2015-02-05 04:09:59",20.89,24.34,0,445,0.0037137508616353,0 +"621","2015-02-05 04:11:00",20.8566666666667,24.3566666666667,0,447,0.00370864950161061,0 +"622","2015-02-05 04:12:00",20.89,24.39,0,446,0.00372142541017581,0 +"623","2015-02-05 04:13:00",20.89,24.34,0,445,0.0037137508616353,0 +"624","2015-02-05 04:14:00",20.89,24.39,0,445,0.00372142541017581,0 +"625","2015-02-05 04:14:59",20.89,24.29,0,443,0.00370607650135101,0 +"626","2015-02-05 04:15:59",20.89,24.29,0,442,0.00370607650135101,0 +"627","2015-02-05 04:17:00",20.84,24.245,0,444,0.00368773895159239,0 +"628","2015-02-05 04:18:00",20.89,24.39,0,443.5,0.00372142541017581,0 +"629","2015-02-05 04:19:00",20.89,24.29,0,441,0.00370607650135101,0 +"630","2015-02-05 04:20:00",20.8566666666667,24.26,0,441,0.00369384321410272,0 +"631","2015-02-05 04:21:00",20.89,24.29,0,444,0.00370607650135101,0 +"632","2015-02-05 04:21:59",20.89,24.29,0,445.5,0.00370607650135101,0 +"633","2015-02-05 04:23:00",20.89,24.29,0,441,0.00370607650135101,0 +"634","2015-02-05 04:24:00",20.89,24.29,0,445.333333333333,0.00370607650135101,0 +"635","2015-02-05 04:25:00",20.89,24.2,0,442,0.00369226312722283,0 +"636","2015-02-05 04:25:59",20.89,24.29,0,442,0.00370607650135101,0 +"637","2015-02-05 04:27:00",20.89,24.2,0,446.5,0.00369226312722283,0 +"638","2015-02-05 04:27:59",20.8566666666667,24.1666666666667,0,444.333333333333,0.00367954815311901,0 +"639","2015-02-05 04:28:59",20.89,24.2,0,445.5,0.00369226312722283,0 +"640","2015-02-05 04:30:00",20.89,24.2,0,441.5,0.00369226312722283,0 +"641","2015-02-05 04:31:00",20.865,24.175,0,447.25,0.00368272360450164,0 +"642","2015-02-05 04:32:00",20.89,24.2,0,448,0.00369226312722283,0 +"643","2015-02-05 04:33:00",20.89,24.175,0,447.25,0.00368842618709178,0 +"644","2015-02-05 04:34:00",20.89,24.2,0,439,0.00369226312722283,0 +"645","2015-02-05 04:34:59",20.89,24.15,0,440,0.00368458929401908,0 +"646","2015-02-05 04:36:00",20.89,24.2,0,440,0.00369226312722283,0 +"647","2015-02-05 04:37:00",20.89,24.1,0,445,0.00367691564904522,0 +"648","2015-02-05 04:38:00",20.89,24,0,438,0.00366156892375949,0 +"649","2015-02-05 04:38:59",20.945,24,0,438.5,0.00367404992094876,0 +"650","2015-02-05 04:40:00",21,24,0,440,0.00368656839813018,0 +"651","2015-02-05 04:40:59",20.945,24,0,446,0.00367404992094876,0 +"652","2015-02-05 04:41:59",20.945,24,0,447,0.00367404992094876,0 +"653","2015-02-05 04:43:00",20.9266666666667,24,0,447,0.00366988542889002,0 +"654","2015-02-05 04:44:00",20.89,24,0,445,0.00366156892375949,0 +"655","2015-02-05 04:45:00",20.89,24,0,446.5,0.00366156892375949,0 +"656","2015-02-05 04:46:00",20.945,24,0,446,0.00367404992094876,0 +"657","2015-02-05 04:46:59",20.89,23.89,0,453,0.00364468839546917,0 +"658","2015-02-05 04:47:59",21,23.89,0,451,0.00366957194154691,0 +"659","2015-02-05 04:49:00",21,23.84,0,448.5,0.00366184658471608,0 +"660","2015-02-05 04:50:00",21,23.8233333333333,0,444.666666666667,0.0036592715081668,0 +"661","2015-02-05 04:51:00",21,23.79,0,447,0.00365412141865817,0 +"662","2015-02-05 04:52:00",21,23.79,0,447,0.00365412141865817,0 +"663","2015-02-05 04:53:00",21,23.79,0,445,0.00365412141865817,0 +"664","2015-02-05 04:53:59",21,23.79,0,446.5,0.00365412141865817,0 +"665","2015-02-05 04:54:59",21,23.79,0,446.5,0.00365412141865817,0 +"666","2015-02-05 04:56:00",21,23.7675,0,442.25,0.00365064515616988,0 +"667","2015-02-05 04:57:00",21,23.79,0,443,0.00365412141865817,0 +"668","2015-02-05 04:58:00",21,23.79,0,443,0.00365412141865817,0 +"669","2015-02-05 04:59:00",20.9633333333333,23.79,0,442.333333333333,0.00364584551634966,0 +"670","2015-02-05 04:59:59",20.89,23.79,0,444.5,0.00362934325107605,0 +"671","2015-02-05 05:00:59",20.89,23.73,0,443.333333333333,0.00362013652574939,0 +"672","2015-02-05 05:02:00",20.9175,23.7225,0,446.5,0.00362514858241312,0 +"673","2015-02-05 05:03:00",20.89,23.7,0,449,0.00361553326469954,0 +"674","2015-02-05 05:04:00",20.89,23.7,0,449.5,0.00361553326469954,0 +"675","2015-02-05 05:05:00",20.89,23.6,0,448.5,0.00360018955042734,0 +"676","2015-02-05 05:06:00",20.89,23.7,0,446,0.00361553326469954,0 +"677","2015-02-05 05:06:59",20.89,23.6,0,446,0.00360018955042734,0 +"678","2015-02-05 05:08:00",20.89,23.6,0,444,0.00360018955042734,0 +"679","2015-02-05 05:09:00",20.89,23.6,0,443.333333333333,0.00360018955042734,0 +"680","2015-02-05 05:10:00",20.89,23.6333333333333,0,441.666666666667,0.00360530403822479,0 +"681","2015-02-05 05:10:59",20.89,23.6,0,449.5,0.00360018955042734,0 +"682","2015-02-05 05:12:00",20.89,23.6,0,448.5,0.00360018955042734,0 +"683","2015-02-05 05:12:59",20.89,23.6,0,450,0.00360018955042734,0 +"684","2015-02-05 05:13:59",20.89,23.6,0,448.5,0.00360018955042734,0 +"685","2015-02-05 05:15:00",20.945,23.6,0,446.5,0.00361246011897543,0 +"686","2015-02-05 05:16:00",20.89,23.6,0,452.5,0.00360018955042734,0 +"687","2015-02-05 05:17:00",20.89,23.6,0,451,0.00360018955042734,0 +"688","2015-02-05 05:18:00",20.945,23.5,0,450.666666666667,0.00359706456304402,0 +"689","2015-02-05 05:19:00",20.89,23.5,0,449,0.00358484658877007,0 +"690","2015-02-05 05:19:59",20.945,23.5,0,449,0.00359706456304402,0 +"691","2015-02-05 05:21:00",20.945,23.5,0,448.5,0.00359706456304402,0 +"692","2015-02-05 05:22:00",20.89,23.5,0,452,0.00358484658877007,0 +"693","2015-02-05 05:23:00",20.89,23.5,0,444,0.00358484658877007,0 +"694","2015-02-05 05:23:59",20.89,23.5,0,443.5,0.00358484658877007,0 +"695","2015-02-05 05:25:00",20.89,23.5,0,446,0.00358484658877007,0 +"696","2015-02-05 05:25:59",20.89,23.5,0,449,0.00358484658877007,0 +"697","2015-02-05 05:26:59",20.9266666666667,23.5,0,448,0.00359298783408602,0 +"698","2015-02-05 05:28:00",20.89,23.5,0,448,0.00358484658877007,0 +"699","2015-02-05 05:29:00",20.89,23.5,0,449,0.00358484658877007,0 +"700","2015-02-05 05:30:00",20.945,23.5,0,443,0.00359706456304402,0 +"701","2015-02-05 05:31:00",20.89,23.5,0,444.25,0.00358484658877007,0 +"702","2015-02-05 05:31:59",20.89,23.5,0,445.333333333333,0.00358484658877007,0 +"703","2015-02-05 05:32:59",20.89,23.5,0,444.5,0.00358484658877007,0 +"704","2015-02-05 05:34:00",20.89,23.5,0,446.5,0.00358484658877007,0 +"705","2015-02-05 05:35:00",20.89,23.445,0,446,0.00357640828064061,0 +"706","2015-02-05 05:36:00",20.89,23.445,0,448.5,0.00357640828064061,0 +"707","2015-02-05 05:37:00",20.89,23.39,0,450,0.00356797020015121,0 +"708","2015-02-05 05:38:00",20.89,23.445,0,450.5,0.00357640828064061,0 +"709","2015-02-05 05:38:59",20.89,23.5,0,448,0.00358484658877007,0 +"710","2015-02-05 05:39:59",20.89,23.5,0,448.333333333333,0.00358484658877007,0 +"711","2015-02-05 05:41:00",20.89,23.445,0,446.5,0.00357640828064061,0 +"712","2015-02-05 05:42:00",20.89,23.5,0,442.5,0.00358484658877007,0 +"713","2015-02-05 05:43:00",20.89,23.5,0,440.5,0.00358484658877007,0 +"714","2015-02-05 05:44:00",20.89,23.5,0,443,0.00358484658877007,0 +"715","2015-02-05 05:44:59",20.89,23.5,0,453,0.00358484658877007,0 +"716","2015-02-05 05:45:59",20.89,23.4266666666667,0,450,0.00357359556185126,0 +"717","2015-02-05 05:47:00",20.89,23.445,0,451,0.00357640828064061,0 +"718","2015-02-05 05:48:00",20.89,23.39,0,452.333333333333,0.00356797020015121,0 +"719","2015-02-05 05:49:00",20.89,23.445,0,448,0.00357640828064061,0 +"720","2015-02-05 05:50:00",20.89,23.39,0,448,0.00356797020015121,0 +"721","2015-02-05 05:51:00",20.84,23.395,0,446.5,0.00355771184291898,0 +"722","2015-02-05 05:51:59",20.89,23.39,0,449,0.00356797020015121,0 +"723","2015-02-05 05:53:00",20.84,23.34,0,446.5,0.00354930018568549,0 +"724","2015-02-05 05:54:00",20.89,23.39,0,448,0.00356797020015121,0 +"725","2015-02-05 05:55:00",20.89,23.39,0,450.5,0.00356797020015121,0 +"726","2015-02-05 05:55:59",20.89,23.39,0,450.5,0.00356797020015121,0 +"727","2015-02-05 05:57:00",20.84,23.34,0,448,0.00354930018568549,0 +"728","2015-02-05 05:57:59",20.89,23.39,0,448,0.00356797020015121,0 +"729","2015-02-05 05:58:59",20.89,23.34,0,451,0.00356029941541926,0 +"730","2015-02-05 06:00:00",20.865,23.2925,0,450,0.00354752030852732,0 +"731","2015-02-05 06:01:00",20.89,23.34,0,448.5,0.00356029941541926,0 +"732","2015-02-05 06:02:00",20.8566666666667,23.26,0,449.5,0.00354071583146613,0 +"733","2015-02-05 06:03:00",20.89,23.29,0,446,0.00355262881880505,0 +"734","2015-02-05 06:04:00",20.89,23.29,0,443,0.00355262881880505,0 +"735","2015-02-05 06:04:59",20.89,23.29,0,443,0.00355262881880505,0 +"736","2015-02-05 06:06:00",20.89,23.29,0,448,0.00355262881880505,0 +"737","2015-02-05 06:07:00",20.84,23.245,0,448.5,0.00353477149236833,0 +"738","2015-02-05 06:08:00",20.89,23.29,0,448.5,0.00355262881880505,0 +"739","2015-02-05 06:08:59",20.89,23.29,0,448,0.00355262881880505,0 +"740","2015-02-05 06:10:00",20.89,23.29,0,450.5,0.00355262881880505,0 +"741","2015-02-05 06:10:59",20.89,23.2,0,451,0.00353882221893409,0 +"742","2015-02-05 06:11:59",20.89,23.2,0,453,0.00353882221893409,0 +"743","2015-02-05 06:13:00",20.89,23.2,0,449,0.00353882221893409,0 +"744","2015-02-05 06:14:00",20.89,23.2,0,448.5,0.00353882221893409,0 +"745","2015-02-05 06:15:00",20.89,23.2,0,448.5,0.00353882221893409,0 +"746","2015-02-05 06:16:00",20.89,23.15,0,448.5,0.00353115214901274,0 +"747","2015-02-05 06:16:59",20.89,23.15,0,453.5,0.00353115214901274,0 +"748","2015-02-05 06:17:59",20.84,23.075,0,451,0.00350877446231773,0 +"749","2015-02-05 06:19:00",20.89,23.1,0,451.333333333333,0.00352348226718284,0 +"750","2015-02-05 06:20:00",20.89,23.1,0,452,0.00352348226718284,0 +"751","2015-02-05 06:21:00",20.89,23.1,0,452.5,0.00352348226718284,0 +"752","2015-02-05 06:22:00",20.8566666666667,23.0666666666667,0,450.5,0.00351111984968993,0 +"753","2015-02-05 06:23:00",20.89,23.1,0,445.666666666667,0.00352348226718284,0 +"754","2015-02-05 06:23:59",20.89,23.1,0,449.5,0.00352348226718284,0 +"755","2015-02-05 06:24:59",20.89,23.1,0,450,0.00352348226718284,0 +"756","2015-02-05 06:26:00",20.89,23.1,0,454,0.00352348226718284,0 +"757","2015-02-05 06:27:00",20.89,23.1,0,452,0.00352348226718284,0 +"758","2015-02-05 06:28:00",20.89,23.1,0,453.75,0.00352348226718284,0 +"759","2015-02-05 06:29:00",20.89,23.1,0,448.5,0.00352348226718284,0 +"760","2015-02-05 06:29:59",20.89,23.1,0,447,0.00352348226718284,0 +"761","2015-02-05 06:30:59",20.89,23.1,0,447.75,0.00352348226718284,0 +"762","2015-02-05 06:32:00",20.89,23.1,0,452,0.00352348226718284,0 +"763","2015-02-05 06:33:00",20.89,23,0,454,0.00350814306776971,0 +"764","2015-02-05 06:34:00",20.84,23.05,0,455,0.00350495155191433,0 +"765","2015-02-05 06:35:00",20.89,23.1,0,455,0.00352348226718284,0 +"766","2015-02-05 06:36:00",20.8566666666667,23.0666666666667,0,449,0.00351111984968993,0 +"767","2015-02-05 06:36:59",20.89,23,0,449,0.00350814306776971,0 +"768","2015-02-05 06:38:00",20.89,23,0,452,0.00350814306776971,0 +"769","2015-02-05 06:39:00",20.89,23,0,449,0.00350814306776971,0 +"770","2015-02-05 06:40:00",20.79,22.89,0,450,0.0034697306094892,0 +"771","2015-02-05 06:40:59",20.79,22.89,0,452,0.0034697306094892,0 +"772","2015-02-05 06:42:00",20.84,22.945,0,449,0.00348889583848565,0 +"773","2015-02-05 06:42:59",20.79,22.89,0,448.333333333333,0.0034697306094892,0 +"774","2015-02-05 06:43:59",20.79,22.84,0,448,0.00346210928260059,0 +"775","2015-02-05 06:45:00",20.79,22.84,0,449.5,0.00346210928260059,0 +"776","2015-02-05 06:46:00",20.79,22.89,0,454,0.0034697306094892,0 +"777","2015-02-05 06:47:00",20.79,22.89,0,452,0.0034697306094892,0 +"778","2015-02-05 06:48:00",20.79,22.89,0,454.5,0.0034697306094892,0 +"779","2015-02-05 06:49:00",20.7,22.89,0,454.5,0.00345044462469646,0 +"780","2015-02-05 06:49:59",20.745,22.84,0,454,0.00345247577514156,0 +"781","2015-02-05 06:51:00",20.7,22.89,0,454.5,0.00345044462469646,0 +"782","2015-02-05 06:52:00",20.745,22.84,0,454,0.00345247577514156,0 +"783","2015-02-05 06:53:00",20.79,22.79,0,458,0.00345448814144093,0 +"784","2015-02-05 06:53:59",20.7,22.79,0,455.5,0.00343528734498098,0 +"785","2015-02-05 06:55:00",20.7,22.79,0,452,0.00343528734498098,0 +"786","2015-02-05 06:55:59",20.76,22.79,0,458.333333333333,0.00344807739687947,0 +"787","2015-02-05 06:56:59",20.7,22.79,0,460,0.00343528734498098,0 +"788","2015-02-05 06:58:00",20.7,22.79,0,455,0.00343528734498098,0 +"789","2015-02-05 06:59:00",20.7,22.79,0,455,0.00343528734498098,0 +"790","2015-02-05 07:00:00",20.73,22.79,0,449,0.00344167713631347,0 +"791","2015-02-05 07:01:00",20.7,22.79,0,459,0.00343528734498098,0 +"792","2015-02-05 07:01:59",20.7,22.7,0,457,0.00342164642134786,0 +"793","2015-02-05 07:02:59",20.73,22.7,0,454,0.00342801070087149,0 +"794","2015-02-05 07:04:00",20.7,22.7,0,452.5,0.00342164642134786,0 +"795","2015-02-05 07:05:00",20.7,22.7675,0,456.75,0.0034318770582882,0 +"796","2015-02-05 07:06:00",20.7,22.79,0,454.5,0.00343528734498098,0 +"797","2015-02-05 07:07:00",20.7,22.7,0,453.5,0.00342164642134786,0 +"798","2015-02-05 07:08:00",20.7,22.7,0,458,0.00342164642134786,0 +"799","2015-02-05 07:08:59",20.7,22.7,0,451.5,0.00342164642134786,0 +"800","2015-02-05 07:09:59",20.7,22.7,0,451,0.00342164642134786,0 +"801","2015-02-05 07:11:00",20.7,22.7,0,455.666666666667,0.00342164642134786,0 +"802","2015-02-05 07:12:00",20.7,22.7,0,457.5,0.00342164642134786,0 +"803","2015-02-05 07:13:00",20.7,22.7,0,452,0.00342164642134786,0 +"804","2015-02-05 07:14:00",20.7,22.65,0,451,0.00341406838754699,0 +"805","2015-02-05 07:14:59",20.7,22.6333333333333,0,454.666666666667,0.00341154241708903,0 +"806","2015-02-05 07:15:59",20.7,22.6,0,454.666666666667,0.00340649053738512,0 +"807","2015-02-05 07:17:00",20.7,22.6,0,454.5,0.00340649053738512,0 +"808","2015-02-05 07:18:00",20.7,22.6,0,456,0.00340649053738512,0 +"809","2015-02-05 07:19:00",20.7,22.5,0,455,0.00339133538795165,0 +"810","2015-02-05 07:20:00",20.7,22.5,0,451.5,0.00339133538795165,0 +"811","2015-02-05 07:21:00",20.7,22.5,0,455,0.00339133538795165,0 +"812","2015-02-05 07:21:59",20.7,22.5,0,454.5,0.00339133538795165,0 +"813","2015-02-05 07:23:00",20.7,22.5,0,451.666666666667,0.00339133538795165,0 +"814","2015-02-05 07:24:00",20.7,22.5,0,453.5,0.00339133538795165,0 +"815","2015-02-05 07:25:00",20.7,22.5,0,456.5,0.00339133538795165,0 +"816","2015-02-05 07:25:59",20.7,22.5,0,457,0.00339133538795165,0 +"817","2015-02-05 07:27:00",20.7,22.5,0,454,0.00339133538795165,0 +"818","2015-02-05 07:27:59",20.7,22.5,0,453.5,0.00339133538795165,0 +"819","2015-02-05 07:28:59",20.7,22.5,0,457,0.00339133538795165,0 +"820","2015-02-05 07:30:00",20.7,22.445,0,459,0.00338300036883699,0 +"821","2015-02-05 07:31:00",20.7,22.5,0,459,0.00339133538795165,0 +"822","2015-02-05 07:32:00",20.7,22.39,0,454.75,0.00337466557189241,0 +"823","2015-02-05 07:33:00",20.7,22.39,0,457,0.00337466557189241,0 +"824","2015-02-05 07:34:00",20.7,22.39,0,458,0.00337466557189241,0 +"825","2015-02-05 07:34:59",20.7,22.39,0,449,0.00337466557189241,0 +"826","2015-02-05 07:36:00",20.7,22.39,0,451,0.00337466557189241,0 +"827","2015-02-05 07:37:00",20.7,22.39,0,457.5,0.00337466557189241,0 +"828","2015-02-05 07:38:00",20.7,22.39,356,457,0.00337466557189241,1 +"829","2015-02-05 07:38:59",20.7,22.4175,426,460.25,0.003378832942594,0 +"830","2015-02-05 07:40:00",20.7,22.5,423.666666666667,465.333333333333,0.00339133538795165,0 +"831","2015-02-05 07:40:59",20.7,22.4633333333333,423.666666666667,472.666666666667,0.00338577868385588,0 +"832","2015-02-05 07:41:59",20.7225,22.5,419,470.75,0.00339606511573662,1 +"833","2015-02-05 07:43:00",20.73,22.5,419,472,0.00339764298252023,1 +"834","2015-02-05 07:44:00",20.7225,22.525,419,470.5,0.0033998591468996,1 +"835","2015-02-05 07:45:00",20.7675,22.65,411,478,0.00342837076038827,1 +"836","2015-02-05 07:46:00",20.79,22.79,411,492,0.00345448814144093,1 +"837","2015-02-05 07:46:59",20.815,22.8675,411,497.75,0.00347166969308452,1 +"838","2015-02-05 07:47:59",20.8233333333333,23.0333333333333,408.333333333333,499,0.00349879184810959,1 +"839","2015-02-05 07:49:00",20.815,23.025,400,507,0.00349571521582248,1 +"840","2015-02-05 07:50:00",20.89,23.175,396,514.75,0.00353498716046155,1 +"841","2015-02-05 07:51:00",20.89,23.29,396,515,0.00355262881880505,1 +"842","2015-02-05 07:52:00",20.89,23.29,396,520.75,0.00355262881880505,1 +"843","2015-02-05 07:53:00",20.89,23.29,396,526,0.00355262881880505,1 +"844","2015-02-05 07:53:59",20.89,23.3233333333333,398.333333333333,527,0.00355774252897956,1 +"845","2015-02-05 07:54:59",20.945,23.39,399.5,531.25,0.00358013032667571,1 +"846","2015-02-05 07:56:00",20.9633333333333,23.4633333333333,413,536,0.00359549407943774,1 +"847","2015-02-05 07:57:00",21,23.5,411,542.75,0.00360931921720166,1 +"848","2015-02-05 07:58:00",21,23.5,411,541,0.00360931921720166,1 +"849","2015-02-05 07:59:00",21,23.5666666666667,411,548.5,0.00361961800587205,1 +"850","2015-02-05 07:59:59",21,23.6,412.2,553.25,0.00362476752736239,1 +"851","2015-02-05 08:00:59",21,23.6,405,559.25,0.00362476752736239,1 +"852","2015-02-05 08:02:00",21,23.6,405,567.333333333333,0.00362476752736239,1 +"853","2015-02-05 08:03:00",21,23.7,405,569,0.00364021660047908,1 +"854","2015-02-05 08:04:00",21,23.7,405,576,0.00364021660047908,1 +"855","2015-02-05 08:05:00",21.025,23.7225,405,578.75,0.00364932867048953,1 +"856","2015-02-05 08:06:00",21.025,23.7225,412,585.75,0.00364932867048953,1 +"857","2015-02-05 08:06:59",21.05,23.745,419,590,0.00365845928385946,1 +"858","2015-02-05 08:08:00",21.025,23.7225,419,590,0.00364932867048953,1 +"859","2015-02-05 08:09:00",21.1,23.76,419,587.666666666667,0.00367211235503663,1 +"860","2015-02-05 08:10:00",21.075,23.72,419,594,0.00366023552315573,1 +"861","2015-02-05 08:10:59",21.0333333333333,23.6666666666667,419,602.333333333333,0.0036425651983171,1 +"862","2015-02-05 08:12:00",21.075,23.7675,419,611,0.00366760847238762,1 +"863","2015-02-05 08:12:59",21.1,23.79,419,611.333333333333,0.00367677626792028,1 +"864","2015-02-05 08:13:59",21.1,23.79,419,613,0.00367677626792028,1 +"865","2015-02-05 08:15:00",21.1,23.73,419,615,0.00366744851168384,1 +"866","2015-02-05 08:16:00",21.15,23.7225,419,615.75,0.00367762368029252,1 +"867","2015-02-05 08:17:00",21.2,23.745,419,620.5,0.00369251536345345,1 +"868","2015-02-05 08:18:00",21.2,23.79,419,630.666666666667,0.00369955480346118,1 +"869","2015-02-05 08:19:00",21.2,23.79,419,640.5,0.00369955480346118,1 +"870","2015-02-05 08:19:59",21.26,23.8566666666667,423.666666666667,641,0.00372374955324299,1 +"871","2015-02-05 08:21:00",21.29,23.865,422.5,650.75,0.00373196021214811,1 +"872","2015-02-05 08:22:00",21.29,23.89,422.5,650.5,0.00373589314251898,0 +"873","2015-02-05 08:23:00",21.29,23.89,419,651,0.00373589314251898,1 +"874","2015-02-05 08:23:59",21.3233333333333,23.9266666666667,428.333333333333,654.666666666667,0.00374936387120372,1 +"875","2015-02-05 08:25:00",21.29,24,424.6,664.25,0.00375319862350842,1 +"876","2015-02-05 08:25:59",21.34,24,426,675.4,0.00376479322756297,1 +"877","2015-02-05 08:26:59",21.29,24.05,429.5,675,0.00376106506766724,1 +"878","2015-02-05 08:28:00",21.29,24.1,419,679,0.00376893170960922,1 +"879","2015-02-05 08:29:00",21.315,24.175,426,685.5,0.00378656816292857,1 +"880","2015-02-05 08:30:00",21.29,24.2,419,689.333333333333,0.00378466558687248,1 +"881","2015-02-05 08:31:00",21.29,24.2,433,692.75,0.00378466558687248,1 +"882","2015-02-05 08:31:59",21.34,24.15,433,695.5,0.00378846650108156,1 +"883","2015-02-05 08:32:59",21.3233333333333,24.1,433,693.333333333333,0.00377669052642096,1 +"884","2015-02-05 08:34:00",21.29,24.1,433,694.25,0.00376893170960922,1 +"885","2015-02-05 08:35:00",21.34,24.2225,433,703,0.00379990922537672,1 +"886","2015-02-05 08:36:00",21.29,24.29,433,704.5,0.00379882675290265,1 +"887","2015-02-05 08:37:00",21.34,24.29,433,709,0.00381056317245117,1 +"888","2015-02-05 08:38:00",21.34,24.29,433,721.5,0.00381056317245117,1 +"889","2015-02-05 08:38:59",21.3233333333333,24.29,426.666666666667,727,0.00380664748676956,1 +"890","2015-02-05 08:39:59",21.3566666666667,24.29,436.333333333333,733,0.00381448240765945,1 +"891","2015-02-05 08:41:00",21.365,24.29,429,736.25,0.00381644335720262,1 +"892","2015-02-05 08:42:00",21.39,24.29,429,742,0.00382233153775034,1 +"893","2015-02-05 08:43:00",21.3566666666667,24.29,429,742.666666666667,0.00381448240765945,1 +"894","2015-02-05 08:44:00",21.3233333333333,24.29,434,737,0.00380664748676956,1 +"895","2015-02-05 08:44:59",21.39,24.2675,444,739.25,0.00381876914698375,1 +"896","2015-02-05 08:45:59",21.3233333333333,24.29,444,752,0.00380664748676956,1 +"897","2015-02-05 08:47:00",21.39,24.29,444,753.75,0.00382233153775034,1 +"898","2015-02-05 08:48:00",21.365,24.2225,441.75,746.25,0.00380577286974984,1 +"899","2015-02-05 08:49:00",21.39,24.26,446,754.666666666667,0.00381758169240746,1 +"900","2015-02-05 08:50:00",21.39,24.26,439,755.333333333333,0.00381758169240746,1 +"901","2015-02-05 08:51:00",21.39,24.29,446.5,758.25,0.00382233153775034,1 +"902","2015-02-05 08:51:59",21.39,24.29,446,766.6,0.00382233153775034,1 +"903","2015-02-05 08:53:00",21.39,24.29,451.5,781,0.00382233153775034,1 +"904","2015-02-05 08:54:00",21.4175,24.315,455.25,785.5,0.003832782800254,1 +"905","2015-02-05 08:55:00",21.39,24.29,447.333333333333,789.666666666667,0.00382233153775034,1 +"906","2015-02-05 08:55:59",21.445,24.34,444,787.5,0.00384325734848259,1 +"907","2015-02-05 08:57:00",21.4633333333333,24.3566666666667,455.666666666667,787.666666666667,0.00385025333877057,1 +"908","2015-02-05 08:57:59",21.5,24.39,454,782.5,0.00386427647734617,1 +"909","2015-02-05 08:58:59",21.5,24.39,457.333333333333,782.333333333333,0.00386427647734617,1 +"910","2015-02-05 09:00:00",21.5,24.39,454,786,0.00386427647734617,1 +"911","2015-02-05 09:01:00",21.5,24.3566666666667,465.666666666667,786.666666666667,0.00385896248129404,1 +"912","2015-02-05 09:02:00",21.5,24.365,465.5,785.25,0.00386029097184719,1 +"913","2015-02-05 09:03:00",21.5,24.29,469.666666666667,788,0.00384833475990096,1 +"914","2015-02-05 09:04:00",21.525,24.5425,478.5,791.25,0.00389458311119627,1 +"915","2015-02-05 09:04:59",21.55,24.5175,471.25,808.75,0.00389658701648499,1 +"916","2015-02-05 09:06:00",21.6,24.39,473,812,0.00388815002810914,1 +"917","2015-02-05 09:07:00",21.6,24.55,484.5,811,0.00391381704229398,1 +"918","2015-02-05 09:08:00",21.7,24.7,482.5,817.75,0.00396219418759181,1 +"919","2015-02-05 09:08:59",21.7,24.6966666666667,487.5,833.25,0.00396165607284392,1 +"920","2015-02-05 09:10:00",21.7675,24.865,490,847.75,0.00400542914152283,1 +"921","2015-02-05 09:10:59",21.79,24.89,492,854,0.0040150338084687,1 +"922","2015-02-05 09:11:59",21.815,24.9175,497.25,863.5,0.00402568175706654,1 +"923","2015-02-05 09:13:00",21.84,25.0225,495.5,869.75,0.00404897389842617,1 +"924","2015-02-05 09:14:00",21.89,25.15,495.5,880,0.00408226578928212,1 +"925","2015-02-05 09:15:00",21.89,25.2,497,895.75,0.00409043499770933,1 +"926","2015-02-05 09:16:00",21.89,25.2,497,895.5,0.00409043499770933,1 +"927","2015-02-05 09:16:59",21.89,25.2925,495.5,910.75,0.00410554859532466,1 +"928","2015-02-05 09:17:59",21.9175,25.39,494,919.25,0.00412845029871863,1 +"929","2015-02-05 09:19:00",21.9633333333333,25.3933333333333,498.666666666667,925.333333333333,0.00414063782090081,1 +"930","2015-02-05 09:20:00",22,25.4725,504.25,933.75,0.00416299679533861,1 +"931","2015-02-05 09:21:00",22,25.5,506,936,0.00416752126158064,1 +"932","2015-02-05 09:22:00",22,25.519,505.75,939.375,0.00417064729463238,1 +"933","2015-02-05 09:23:00",22,25.538,505.5,942.75,0.00417377335889663,1 +"934","2015-02-05 09:23:59",22.025,25.5975,518.5,948.25,0.00418998999194358,1 +"935","2015-02-05 09:24:59",22.05,25.7475,508.5,961.5,0.00422118332665464,1 +"936","2015-02-05 09:26:00",22.0666666666667,25.7933333333333,503.666666666667,969.333333333333,0.004233077134502,1 +"937","2015-02-05 09:27:00",22.0666666666667,25.8933333333333,496.333333333333,973.666666666667,0.00424960077695266,1 +"938","2015-02-05 09:28:00",22.1,25.9266666666667,503,986.333333333333,0.00426382311660346,1 +"939","2015-02-05 09:29:00",22.1,25.945,506,994.5,0.00426685884543887,1 +"940","2015-02-05 09:29:59",22.1,26.075,489.5,1003.25,0.00428838576690821,1 +"941","2015-02-05 09:30:59",22.1,25.83,478,1006.66666666667,0.00424781703306446,1 +"942","2015-02-05 09:32:00",22.1,25.8233333333333,478,1009,0.00424671319539255,1 +"943","2015-02-05 09:33:00",22.1,25.8,483.25,998.75,0.00424284979418462,1 +"944","2015-02-05 09:34:00",22.1,25.8225,484,998,0.00424657521595717,1 +"945","2015-02-05 09:35:00",22.1,26.05,476,1008,0.00428424585938511,1 +"946","2015-02-05 09:36:00",22.1,26.1,486.5,1021,0.00429252572916348,1 +"947","2015-02-05 09:36:59",22.1,26.0725,476.25,1029.5,0.00428797177369297,1 +"948","2015-02-05 09:38:00",22.1,25.745,469,1025,0.00423374339422388,1 +"949","2015-02-05 09:39:00",22.1,25.7933333333333,459,1015,0.00424174597402334,1 +"950","2015-02-05 09:40:00",22.1,25.945,459,1011,0.00426685884543887,1 +"951","2015-02-05 09:40:59",22.1,26.03,459,1011.66666666667,0.00428093397277306,1 +"952","2015-02-05 09:42:00",22.125,26.025,460.25,1025,0.00428667719736674,1 +"953","2015-02-05 09:42:59",22.1,26.1,446.5,1026.75,0.00429252572916348,1 +"954","2015-02-05 09:43:59",22.1,26.1,466.5,1035,0.00429252572916348,1 +"955","2015-02-05 09:45:00",22.1,26.175,450.25,1032,0.00430494594433316,1 +"956","2015-02-05 09:46:00",22.1,26.2,439,1025.66666666667,0.00430908612552796,1 +"957","2015-02-05 09:47:00",22.1,26.1975,450.25,1026.5,0.00430867210494531,1 +"958","2015-02-05 09:48:00",22.1,26.2,454,1024,0.00430908612552796,1 +"959","2015-02-05 09:49:00",22.075,26.2,450.25,1023.5,0.00430247908050949,1 +"960","2015-02-05 09:49:59",22.075,26.2225,454,1026.5,0.00430619953777207,1 +"961","2015-02-05 09:51:00",22.1,26.29,454,1031.33333333333,0.00432399123106433,1 +"962","2015-02-05 09:52:00",22.1,26.29,454,1027,0.00432399123106433,1 +"963","2015-02-05 09:53:00",22.1,26.29,457.75,1031,0.00432399123106433,1 +"964","2015-02-05 09:53:59",22.1,26.3566666666667,462.333333333333,1033,0.00433503250737302,1 +"965","2015-02-05 09:55:00",22.1,26.315,454,1037,0.00432813166406107,1 +"966","2015-02-05 09:55:59",22.1,26.39,456.5,1038,0.00434055329151115,1 +"967","2015-02-05 09:56:59",22.1,26.39,454,1034.5,0.00434055329151115,1 +"968","2015-02-05 09:58:00",22.1,26.39,461.5,1038.5,0.00434055329151115,1 +"969","2015-02-05 09:59:00",22.1,26.39,444,1037,0.00434055329151115,1 +"970","2015-02-05 10:00:00",22.1,26.5225,449.5,1037.5,0.00436249937082617,1 +"971","2015-02-05 10:01:00",22.125,26.4425,449.5,1032.75,0.00435592680689732,1 +"972","2015-02-05 10:01:59",22.1,26.47,449.5,1031.5,0.00435380357053742,1 +"973","2015-02-05 10:02:59",22.1,26.445,460,1039.25,0.00434966279811913,1 +"974","2015-02-05 10:04:00",22.1,26.5,453,1038,0.00435877256970857,1 +"975","2015-02-05 10:05:00",22.1,26.445,449.5,1040.25,0.00434966279811913,1 +"976","2015-02-05 10:06:00",22.1,26.5,449.5,1036.75,0.00435877256970857,1 +"977","2015-02-05 10:07:00",22.1,26.55,460,1045.5,0.00436705441019675,1 +"978","2015-02-05 10:08:00",22.1,26.5,453,1038,0.00435877256970857,1 +"979","2015-02-05 10:08:59",22.1,26.5,454.75,1041.75,0.00435877256970857,1 +"980","2015-02-05 10:09:59",22.1,26.6,449.5,1047.5,0.00437533646969611,1 +"981","2015-02-05 10:11:00",22.1,26.6,449.5,1045.5,0.00437533646969611,1 +"982","2015-02-05 10:12:00",22.1,26.575,449.5,1041.5,0.00437119541256949,1 +"983","2015-02-05 10:13:00",22.15,26.6,449.5,1043,0.00438878240585666,1 +"984","2015-02-05 10:14:00",22.1,26.7,455.5,1049,0.00439190124576314,1 +"985","2015-02-05 10:14:59",22.1,26.6666666666667,454,1048,0.00438637955639434,1 +"986","2015-02-05 10:15:59",22.1,26.675,454,1047,0.00438775996961013,1 +"987","2015-02-05 10:17:00",22.1,26.625,469,1047.4,0.0043794775815777,1 +"988","2015-02-05 10:18:00",22.1,26.65,469,1050,0.00438361874821534,1 +"989","2015-02-05 10:19:00",22.1,26.625,464,1047.75,0.0043794775815777,1 +"990","2015-02-05 10:20:00",22.1,26.65,469,1047,0.00438361874821534,1 +"991","2015-02-05 10:21:00",22.1,26.64,469,1048.25,0.00438196227498949,1 +"992","2015-02-05 10:21:59",22.1,26.6333333333333,459,1044,0.00438085796437285,0 +"993","2015-02-05 10:23:00",22.1,26.6,459,1036.5,0.00437533646969611,0 +"994","2015-02-05 10:24:00",22.05,26.575,469,1039,0.00435779859957091,0 +"995","2015-02-05 10:25:00",22.05,26.55,469,1039,0.00435367037672952,0 +"996","2015-02-05 10:25:59",22.025,26.4425,469,1034.25,0.00432926861517939,1 +"997","2015-02-05 10:27:00",22.05,26.34,469,1024.5,0.00431899545312204,1 +"998","2015-02-05 10:27:59",22,26.29,469,1024.75,0.00429752476185875,1 +"999","2015-02-05 10:28:59",22,26.29,469,1024,0.00429752476185875,1 +"1000","2015-02-05 10:30:00",22,26.23,469,1021.66666666667,0.00428764918406366,1 +"1001","2015-02-05 10:31:00",22.0666666666667,26.26,464,1016,0.00431019492691724,1 +"1002","2015-02-05 10:32:00",22.05,26.245,454,1009,0.00430331043936086,1 +"1003","2015-02-05 10:33:00",22.075,26.2925,454,1006.25,0.00431777457637761,1 +"1004","2015-02-05 10:34:00",22.1,26.29,454,1007.5,0.00432399123106433,1 +"1005","2015-02-05 10:34:59",22.1,26.245,461.5,1008,0.00431653858961807,1 +"1006","2015-02-05 10:36:00",22.1,26.245,461.5,1002.5,0.00431653858961807,1 +"1007","2015-02-05 10:37:00",22.1,26.245,464,999,0.00431653858961807,1 +"1008","2015-02-05 10:38:00",22.1,26.245,459,1006,0.00431653858961807,1 +"1009","2015-02-05 10:38:59",22.1,26.2,469,1003,0.00430908612552796,1 +"1010","2015-02-05 10:40:00",22.08,26.216,461.5,1006.5,0.00430644624605718,1 +"1011","2015-02-05 10:40:59",22.1,26.2,454,1014,0.00430908612552796,1 +"1012","2015-02-05 10:41:59",22,26.1,454,1009,0.00426625316721653,1 +"1013","2015-02-05 10:43:00",22.08,26.18,454,1009.6,0.00430049171628544,1 +"1014","2015-02-05 10:44:00",22.025,26.125,454,1010.5,0.00427692884900219,1 +"1015","2015-02-05 10:45:00",22,26.175,454,1012.5,0.00427859684467222,1 +"1016","2015-02-05 10:46:00",22.0333333333333,26.23,454,1013.66666666667,0.00429643504783087,1 +"1017","2015-02-05 10:46:59",22.075,26.2675,454,1023.25,0.00431364058490376,1 +"1018","2015-02-05 10:47:59",22,26.2,439,1025,0.00428271151195518,1 +"1019","2015-02-05 10:49:00",22.075,26.29,444.25,1022,0.00431736117477444,1 +"1020","2015-02-05 10:50:00",22.0666666666667,26.3566666666667,453,1024,0.00432617170149728,1 +"1021","2015-02-05 10:51:00",22.05,26.34,450.25,1030.5,0.00431899545312204,1 +"1022","2015-02-05 10:52:00",22.0666666666667,26.3566666666667,454,1032,0.00432617170149728,1 +"1023","2015-02-05 10:53:00",22.075,26.3425,454,1033,0.00432604272304626,1 +"1024","2015-02-05 10:53:59",22.025,26.34,469,1031,0.00431237056908573,1 +"1025","2015-02-05 10:54:59",22.025,26.315,463,1039,0.00430824923274392,1 +"1026","2015-02-05 10:56:00",22.0333333333333,26.39,471,1044.33333333333,0.00432282495101358,1 +"1027","2015-02-05 10:57:00",22.075,26.365,464,1039.5,0.0043297634602676,1 +"1028","2015-02-05 10:58:00",22.075,26.365,464,1044,0.0043297634602676,1 +"1029","2015-02-05 10:59:00",22.0666666666667,26.4266666666667,464,1044.66666666667,0.0043377415988366,1 +"1030","2015-02-05 10:59:59",22.0666666666667,26.4633333333333,474,1051,0.0043438021918476,1 +"1031","2015-02-05 11:00:59",22.1,26.5,479,1047,0.00435877256970857,1 +"1032","2015-02-05 11:02:00",22.1,26.5,465.25,1054,0.00435877256970857,1 +"1033","2015-02-05 11:03:00",22.1,26.5,469,1063.75,0.00435877256970857,1 +"1034","2015-02-05 11:04:00",22.1,26.5,464,1063.5,0.00435877256970857,1 +"1035","2015-02-05 11:05:00",22.1,26.525,466.75,1061.25,0.0043629134625768,1 +"1036","2015-02-05 11:06:00",22.1,26.6,465.666666666667,1065.66666666667,0.00437533646969611,1 +"1037","2015-02-05 11:06:59",22.1,26.6,464,1073.25,0.00437533646969611,1 +"1038","2015-02-05 11:08:00",22.1,26.6,459,1083.66666666667,0.00437533646969611,1 +"1039","2015-02-05 11:09:00",22.1,26.6,454,1082,0.00437533646969611,1 +"1040","2015-02-05 11:10:00",22.1333333333333,26.6,454,1077,0.00438429638374513,1 +"1041","2015-02-05 11:10:59",22.1,26.6,454,1077.33333333333,0.00437533646969611,1 +"1042","2015-02-05 11:12:00",22.175,26.6,454,1079.5,0.00439551902924901,1 +"1043","2015-02-05 11:12:59",22.175,26.6,450.25,1077.75,0.00439551902924901,1 +"1044","2015-02-05 11:13:59",22.175,26.6,442.75,1067.75,0.00439551902924901,1 +"1045","2015-02-05 11:15:00",22.175,26.6,439,1070.25,0.00439551902924901,1 +"1046","2015-02-05 11:16:00",22.2,26.6,439,1070.33333333333,0.00440226477037821,1 +"1047","2015-02-05 11:17:00",22.2,26.6,449.5,1075.5,0.00440226477037821,1 +"1048","2015-02-05 11:18:00",22.2,26.6,454.75,1076.5,0.00440226477037821,1 +"1049","2015-02-05 11:19:00",22.2,26.6,448,1068,0.00440226477037821,1 +"1050","2015-02-05 11:19:59",22.2,26.6,444,1071.5,0.00440226477037821,1 +"1051","2015-02-05 11:21:00",22.15,26.6,444,1075.75,0.00438878240585666,1 +"1052","2015-02-05 11:22:00",22.15,26.6,444,1073.25,0.00438878240585666,1 +"1053","2015-02-05 11:23:00",22.2,26.6,454.666666666667,1069,0.00440226477037821,1 +"1054","2015-02-05 11:23:59",22.175,26.675,460,1062.5,0.00440800023959307,1 +"1055","2015-02-05 11:25:00",22.2,26.7,460,1066.25,0.0044189322146931,1 +"1056","2015-02-05 11:25:59",22.2,26.7633333333333,449.333333333333,1060,0.00442948872153361,1 +"1057","2015-02-05 11:26:59",22.1666666666667,26.8566666666667,444,1077,0.0044359660260218,1 +"1058","2015-02-05 11:28:00",22.2,26.79,444,1091.75,0.00443393367296408,1 +"1059","2015-02-05 11:29:00",22.2,26.8566666666667,444,1097.33333333333,0.00444504632752026,1 +"1060","2015-02-05 11:30:00",22.175,26.9175,440.25,1096.75,0.00444835955732212,1 +"1061","2015-02-05 11:31:00",22.2,26.9175,444,1104,0.00445518696883703,1 +"1062","2015-02-05 11:31:59",22.2,26.89,454.666666666667,1105,0.00445060280264975,1 +"1063","2015-02-05 11:32:59",22.2,26.9725,449.5,1104.75,0.00446435550248734,1 +"1064","2015-02-05 11:34:00",22.2,27,454,1108.66666666667,0.00446893986995333,1 +"1065","2015-02-05 11:35:00",22.2,27,454,1116.25,0.00446893986995333,1 +"1066","2015-02-05 11:36:00",22.2,27,454,1120.66666666667,0.00446893986995333,1 +"1067","2015-02-05 11:37:00",22.2,27.025,457.75,1127.25,0.00447310753496422,1 +"1068","2015-02-05 11:38:00",22.2,27,454,1134.25,0.00446893986995333,1 +"1069","2015-02-05 11:38:59",22.2,27,454,1131.25,0.00446893986995333,1 +"1070","2015-02-05 11:39:59",22.2,27.05,454,1131,0.00447727525542733,1 +"1071","2015-02-05 11:41:00",22.2,27,454,1129.75,0.00446893986995333,1 +"1072","2015-02-05 11:42:00",22.2,27.0666666666667,454,1137.33333333333,0.00448005376654341,1 +"1073","2015-02-05 11:43:00",22.2,27,449.5,1136.5,0.00446893986995333,1 +"1074","2015-02-05 11:44:00",22.2,27.075,460,1129,0.00448144303134378,1 +"1075","2015-02-05 11:44:59",22.2,27.1,444,1126.5,0.00448561086271465,1 +"1076","2015-02-05 11:45:59",22.2,27.075,444,1133.25,0.00448144303134378,1 +"1077","2015-02-05 11:47:00",22.2,27.0666666666667,444,1139,0.00448005376654341,1 +"1078","2015-02-05 11:48:00",22.2,27.1,444,1137,0.00448561086271465,1 +"1079","2015-02-05 11:49:00",22.175,27.1,444,1136.75,0.0044787364943652,1 +"1080","2015-02-05 11:50:00",22.2,27.1,444,1131.25,0.00448561086271465,1 +"1081","2015-02-05 11:51:00",22.2,27.0333333333333,444,1132.33333333333,0.00447449676895718,1 +"1082","2015-02-05 11:51:59",22.2,27,444,1127.5,0.00446893986995333,1 +"1083","2015-02-05 11:53:00",22.2,27.025,444,1114.5,0.00447310753496422,1 +"1084","2015-02-05 11:54:00",22.2,27.1,460,1121.25,0.00448561086271465,1 +"1085","2015-02-05 11:55:00",22.2,27.1,460,1124,0.00448561086271465,1 +"1086","2015-02-05 11:55:59",22.175,27.175,454.75,1127.25,0.00449122102125288,1 +"1087","2015-02-05 11:57:00",22.175,27.125,460,1136,0.0044828979480412,1 +"1088","2015-02-05 11:57:59",22.175,27.125,458.5,1127.75,0.0044828979480412,1 +"1089","2015-02-05 11:58:59",22.2,27.1,461.5,1122.5,0.00448561086271465,1 +"1090","2015-02-05 12:00:00",22.2,27.1,464,1118,0.00448561086271465,1 +"1091","2015-02-05 12:01:00",22.2,27.1,465.666666666667,1110,0.00448561086271465,1 +"1092","2015-02-05 12:02:00",22.2,27.075,481.5,1115,0.00448144303134378,1 +"1093","2015-02-05 12:03:00",22.2,27.1,474,1119.75,0.00448561086271465,1 +"1094","2015-02-05 12:04:00",22.2,27,486.5,1114,0.00446893986995333,1 +"1095","2015-02-05 12:04:59",22.175,27,471.5,1104.75,0.00446209123250109,1 +"1096","2015-02-05 12:06:00",22.2,27.0666666666667,474,1099.33333333333,0.00448005376654341,1 +"1097","2015-02-05 12:07:00",22.2,27,481.5,1097.75,0.00446893986995333,1 +"1098","2015-02-05 12:08:00",22.2,26.945,489,1093.5,0.00445977120211573,1 +"1099","2015-02-05 12:08:59",22.2,27,504,1088,0.00446893986995333,1 +"1100","2015-02-05 12:10:00",22.2,27,502.333333333333,1083.66666666667,0.00446893986995333,1 +"1101","2015-02-05 12:10:59",22.2,27,524,1085.5,0.00446893986995333,1 +"1102","2015-02-05 12:11:59",22.2,26.9633333333333,550,1086.5,0.00446282739490862,1 +"1103","2015-02-05 12:13:00",22.2,26.84,554.2,1081.8,0.00444226812691885,1 +"1104","2015-02-05 12:14:00",22.26,26.8566666666667,562.333333333333,1081,0.00446143218925086,1 +"1105","2015-02-05 12:15:00",22.29,26.865,568.5,1063.25,0.00447104193180879,1 +"1106","2015-02-05 12:16:00",22.315,26.865,606.5,1063,0.00447789834796233,1 +"1107","2015-02-05 12:16:59",22.39,26.79,696.5,1078,0.00448587400570661,1 +"1108","2015-02-05 12:17:59",22.39,26.9725,657.25,1086,0.00451665477446917,1 +"1109","2015-02-05 12:19:00",22.4266666666667,27,744,1098.33333333333,0.0045314585515658,1 +"1110","2015-02-05 12:20:00",22.4725,26.89,708.75,1099,0.004525545460911,1 +"1111","2015-02-05 12:21:00",22.5333333333333,26.8233333333333,607,1092.33333333333,0.00453108315736118,1 +"1112","2015-02-05 12:22:00",22.575,26.84,660,1093.5,0.00454549187725733,1 +"1113","2015-02-05 12:23:00",22.6,26.79,688.5,1100.5,0.00454390539234429,1 +"1114","2015-02-05 12:23:59",22.6,26.815,558,1102,0.00454817669810378,1 +"1115","2015-02-05 12:24:59",22.6,26.8566666666667,661.333333333333,1105,0.00455529567045353,1 +"1116","2015-02-05 12:26:00",22.675,26.89,665.5,1111.25,0.0045819554386193,1 +"1117","2015-02-05 12:27:00",22.6666666666667,26.9633333333333,647.666666666667,1108.33333333333,0.0045922034336642,1 +"1118","2015-02-05 12:28:00",22.7,27.075,638,1124.25,0.00462076851459784,1 +"1119","2015-02-05 12:29:00",22.7225,26.7475,558,1125.25,0.0045707458409672,1 +"1120","2015-02-05 12:29:59",22.7,26.89,534,1106,0.00458896245772806,1 +"1121","2015-02-05 12:30:59",22.7,26.89,520,1110.33333333333,0.00458896245772806,1 +"1122","2015-02-05 12:32:00",22.7,26.9175,513.5,1117.5,0.00459369018079138,1 +"1123","2015-02-05 12:33:00",22.7,26.89,531.25,1120,0.00458896245772806,0 +"1124","2015-02-05 12:34:00",22.7,26.89,539,1113.66666666667,0.00458896245772806,0 +"1125","2015-02-05 12:35:00",22.7,26.89,545.75,1104.75,0.00458896245772806,0 +"1126","2015-02-05 12:36:00",22.675,26.865,604.75,1103.25,0.00457766418095273,0 +"1127","2015-02-05 12:36:59",22.7,26.815,597.25,1102.75,0.00457606903015623,0 +"1128","2015-02-05 12:38:00",22.7,26.7,528,1090,0.00455630013842985,0 +"1129","2015-02-05 12:39:00",22.7,26.7,521,1086.25,0.00455630013842985,0 +"1130","2015-02-05 12:40:00",22.7,26.6666666666667,535.666666666667,1083.66666666667,0.00455057025807531,0 +"1131","2015-02-05 12:40:59",22.675,26.575,533.25,1078.5,0.00452788988723977,0 +"1132","2015-02-05 12:42:00",22.65,26.55,523.75,1064.75,0.00451669155295424,0 +"1133","2015-02-05 12:42:59",22.6666666666667,26.5666666666667,524,1053,0.00452415460102103,0 +"1134","2015-02-05 12:43:59",22.65,26.55,521,1051,0.00451669155295424,1 +"1135","2015-02-05 12:45:00",22.625,26.4975,536.25,1041,0.00450081084146563,1 +"1136","2015-02-05 12:46:00",22.6,26.39,548.333333333333,1039,0.00447557241952152,1 +"1137","2015-02-05 12:47:00",22.625,26.4975,565.75,1037.5,0.00450081084146563,1 +"1138","2015-02-05 12:48:00",22.625,26.525,584.5,1043,0.00450551577040144,1 +"1139","2015-02-05 12:49:00",22.6,26.5,535,1046.33333333333,0.00449436250113661,1 +"1140","2015-02-05 12:49:59",22.6,26.5,546.333333333333,1045.33333333333,0.00449436250113661,1 +"1141","2015-02-05 12:51:00",22.6,26.5,630.5,1035.75,0.00449436250113661,1 +"1142","2015-02-05 12:52:00",22.6333333333333,26.46,570.666666666667,1029.66666666667,0.00449668571036632,1 +"1143","2015-02-05 12:53:00",22.65,26.495,630,1034,0.00450726713960598,1 +"1144","2015-02-05 12:53:59",22.675,26.525,732.75,1038.5,0.004519308911711,1 +"1145","2015-02-05 12:55:00",22.7225,26.4725,686.25,1027,0.00452341072022839,1 +"1146","2015-02-05 12:55:59",22.76,26.39,635.5,1022,0.00451955375372939,0 +"1147","2015-02-05 12:56:59",22.8566666666667,26.3233333333333,676,1024.75,0.00453474143569447,0 +"1148","2015-02-05 12:58:00",22.89,26.245,567.25,1020,0.00453035584785524,0 +"1149","2015-02-05 12:59:00",22.89,26.2,582.5,1015.5,0.00452253156464092,0 +"1150","2015-02-05 13:00:00",22.89,26.1,618.75,1007,0.00450514496825443,0 +"1151","2015-02-05 13:01:00",22.89,26.175,579.25,997.5,0.00451818482507468,0 +"1152","2015-02-05 13:01:59",22.89,26.1333333333333,590.333333333333,1002,0.00451094039316125,0 +"1153","2015-02-05 13:02:59",22.89,26.1,584.5,1000,0.00450514496825443,0 +"1154","2015-02-05 13:04:00",22.89,26,564,997.75,0.00448775933683034,0 +"1155","2015-02-05 13:05:00",22.89,25.945,534,987,0.00447819765083321,1 +"1156","2015-02-05 13:06:00",22.84,25.9175,496.5,983,0.00445978727174012,1 +"1157","2015-02-05 13:07:00",22.8233333333333,25.8566666666667,340.666666666667,983,0.00444472014342114,1 +"1158","2015-02-05 13:08:00",22.79,25.865,38.75,979,0.00443712353178304,0 +"1159","2015-02-05 13:08:59",22.79,25.8233333333333,31,977,0.00442992473512061,0 +"1160","2015-02-05 13:09:59",22.79,25.9725,26.75,961.5,0.00445569719129448,0 +"1161","2015-02-05 13:11:00",22.745,26,22,963.25,0.00444820689603743,0 +"1162","2015-02-05 13:12:00",22.7,26,13,974,0.0044359946549457,0 +"1163","2015-02-05 13:13:00",22.7,26.075,31,965.25,0.00444888231831554,0 +"1164","2015-02-05 13:14:00",22.6666666666667,26.0666666666667,32.6666666666667,962.333333333333,0.00443839981613283,0 +"1165","2015-02-05 13:14:59",22.6,26.05,33.5,957,0.00441750111078464,0 +"1166","2015-02-05 13:15:59",22.6,26.1,28,949.5,0.00442604033392404,0 +"1167","2015-02-05 13:17:00",22.5666666666667,26.1,31,950.333333333333,0.00441702679849529,0 +"1168","2015-02-05 13:18:00",22.525,26.1,33.5,949.5,0.00440578264158756,0 +"1169","2015-02-05 13:19:00",22.5,26.1,31,948.75,0.00439904826854001,0 +"1170","2015-02-05 13:20:00",22.5,26.1,31,944,0.00439904826854001,0 +"1171","2015-02-05 13:21:00",22.4175,26.05,33.5,934.5,0.00436844545377996,0 +"1172","2015-02-05 13:21:59",22.39,26.1,33.5,931.75,0.00436952473019479,0 +"1173","2015-02-05 13:23:00",22.39,26.1,28.6666666666667,928.666666666667,0.00436952473019479,0 +"1174","2015-02-05 13:24:00",22.39,26.1,46,930.5,0.00436952473019479,0 +"1175","2015-02-05 13:25:00",22.39,26.1,53,923.25,0.00436952473019479,0 +"1176","2015-02-05 13:25:59",22.39,26.1,71.5,921,0.00436952473019479,0 +"1177","2015-02-05 13:27:00",22.34,26.1,103,916.5,0.00435616279533284,0 +"1178","2015-02-05 13:27:59",22.3233333333333,26.1,91.6666666666667,912.333333333333,0.00435171683045639,0 +"1179","2015-02-05 13:28:59",22.29,26.1,90,902.25,0.00434283690213977,0 +"1180","2015-02-05 13:30:00",22.29,26.1,81.6666666666667,903,0.00434283690213977,0 +"1181","2015-02-05 13:31:00",22.29,26.1,112.75,898.5,0.00434283690213977,0 +"1182","2015-02-05 13:32:00",22.29,26.1666666666667,334.333333333333,900.333333333333,0.00435400736653795,1 +"1183","2015-02-05 13:33:00",22.29,26.15,472.25,893.75,0.00435121471308504,1 +"1184","2015-02-05 13:34:00",22.29,26.1,503.5,892.5,0.00434283690213977,0 +"1185","2015-02-05 13:34:59",22.2675,26.1725,567.5,883.5,0.0043489830279959,0 +"1186","2015-02-05 13:36:00",22.29,26.29,569.25,879.25,0.00437467377609042,0 +"1187","2015-02-05 13:37:00",22.29,26.26,490.666666666667,887.333333333333,0.00436964668608732,0 +"1188","2015-02-05 13:38:00",22.29,26.2,487.333333333333,890,0.00435959274815248,0 +"1189","2015-02-05 13:38:59",22.29,26.2,500,891.25,0.00435959274815248,0 +"1190","2015-02-05 13:40:00",22.29,26.2,524,891,0.00435959274815248,0 +"1191","2015-02-05 13:40:59",22.29,26.175,545.333333333333,881,0.00435540370260293,0 +"1192","2015-02-05 13:41:59",22.315,26.1,520.6,866.25,0.00434949534878106,0 +"1193","2015-02-05 13:43:00",22.29,26.1,509,864.666666666667,0.00434283690213977,0 +"1194","2015-02-05 13:44:00",22.34,26.1,476.5,870,0.00435616279533284,0 +"1195","2015-02-05 13:45:00",22.315,26.1,471.5,862,0.00434949534878106,0 +"1196","2015-02-05 13:46:00",22.29,26.1,464,857.5,0.00434283690213977,0 +"1197","2015-02-05 13:46:59",22.29,26.1,464,851.333333333333,0.00434283690213977,0 +"1198","2015-02-05 13:47:59",22.29,26.1,459,846.75,0.00434283690213977,0 +"1199","2015-02-05 13:49:00",22.29,26.1,459,844.666666666667,0.00434283690213977,0 +"1200","2015-02-05 13:50:00",22.29,26.1,454.75,843,0.00434283690213977,0 +"1201","2015-02-05 13:51:00",22.29,26.1,444,840.5,0.00434283690213977,0 +"1202","2015-02-05 13:52:00",22.29,26.025,456,831.25,0.00433027060593123,0 +"1203","2015-02-05 13:53:00",22.29,26,461,829,0.00432608195257972,0 +"1204","2015-02-05 13:53:59",22.29,26,461.5,825.5,0.00432608195257972,0 +"1205","2015-02-05 13:54:59",22.29,26,464,813.666666666667,0.00432608195257972,0 +"1206","2015-02-05 13:56:00",22.29,26,476.5,819,0.00432608195257972,0 +"1207","2015-02-05 13:57:00",22.29,26,489,819.5,0.00432608195257972,0 +"1208","2015-02-05 13:58:00",22.29,25.945,489,810,0.00431686711240859,0 +"1209","2015-02-05 13:59:00",22.29,25.945,484,809.5,0.00431686711240859,1 +"1210","2015-02-05 13:59:59",22.29,25.9633333333333,454,801,0.00431993869567135,1 +"1211","2015-02-05 14:00:59",22.2675,25.89,451,795,0.0043017164486566,0 +"1212","2015-02-05 14:02:00",22.2675,25.89,449.5,785,0.0043017164486566,0 +"1213","2015-02-05 14:03:00",22.2675,25.9175,449.5,795,0.00430631730667352,0 +"1214","2015-02-05 14:04:00",22.29,25.9266666666667,453,795.25,0.00431379555927285,0 +"1215","2015-02-05 14:05:00",22.245,25.89,451.75,797.5,0.00429578756746545,0 +"1216","2015-02-05 14:06:00",22.29,25.89,459,797,0.00430765254338066,0 +"1217","2015-02-05 14:06:59",22.2675,25.89,459,795.5,0.0043017164486566,0 +"1218","2015-02-05 14:08:00",22.2675,25.865,464,784.5,0.00429753390911668,0 +"1219","2015-02-05 14:09:00",22.29,25.89,454,775.5,0.00430765254338066,0 +"1220","2015-02-05 14:10:00",22.23,25.8233333333333,454,777.333333333333,0.00428071145407884,0 +"1221","2015-02-05 14:10:59",22.2225,25.8925,448,775.5,0.00429028298913779,0 +"1222","2015-02-05 14:12:00",22.2,25.96,453,780,0.0042956141263568,1 +"1223","2015-02-05 14:12:59",22.2225,25.99,444,781.5,0.00430655020161292,1 +"1224","2015-02-05 14:13:59",22.2,26.1225,444,776.75,0.00432268995143426,1 +"1225","2015-02-05 14:15:00",22.2,26.05,444,782,0.0043106096787041,1 +"1226","2015-02-05 14:16:00",22.2,26.213,441.9,788.6,0.00433777011822515,1 +"1227","2015-02-05 14:17:00",22.2,26.376,439.8,795.2,0.00436493291351491,1 +"1228","2015-02-05 14:18:00",22.2,26.6,442.5,818.5,0.00440226477037821,1 +"1229","2015-02-05 14:19:00",22.2,26.6666666666667,447,828.333333333333,0.00441337630136881,1 +"1230","2015-02-05 14:19:59",22.2,26.745,443.5,837,0.00442643285401607,1 +"1231","2015-02-05 14:21:00",22.2,26.8233333333333,441,832.666666666667,0.00443948995095924,1 +"1232","2015-02-05 14:22:00",22.2,26.945,438,847.5,0.00445977120211573,1 +"1233","2015-02-05 14:23:00",22.2,27,438,849,0.00446893986995333,1 +"1234","2015-02-05 14:23:59",22.2,26.9175,438,850,0.00445518696883703,1 +"1235","2015-02-05 14:25:00",22.2,26.9175,447,842.5,0.00445518696883703,1 +"1236","2015-02-05 14:25:59",22.2,27.1,441,839,0.00448561086271465,1 +"1237","2015-02-05 14:26:59",22.245,27.125,438,847.75,0.00450218767112889,1 +"1238","2015-02-05 14:28:00",22.2,27.1966666666667,441,860,0.00450172699913369,1 +"1239","2015-02-05 14:29:00",22.2,27.4175,438,885.75,0.00453854714585518,1 +"1240","2015-02-05 14:30:00",22.2,27.5,429,910,0.00455230370735505,1 +"1241","2015-02-05 14:31:00",22.2675,27.4225,429,917.25,0.00455821283752403,1 +"1242","2015-02-05 14:31:59",22.2,26.8975,438,919.75,0.00445185302313812,1 +"1243","2015-02-05 14:32:59",22.23,27.73,441,932,0.00459911494453659,1 +"1244","2015-02-05 14:34:00",22.2,27.745,438,942,0.00459316008733686,1 +"1245","2015-02-05 14:35:00",22.2675,28.025,429,959.75,0.00465911153966592,1 +"1246","2015-02-05 14:36:00",22.2,28,444,966.5,0.00463568973405886,1 +"1247","2015-02-05 14:37:00",22.2,28.1,451,970.666666666667,0.00465236960289551,1 +"1248","2015-02-05 14:38:00",22.245,28.2225,454,988.75,0.0046857222045098,1 +"1249","2015-02-05 14:38:59",22.2225,28.2225,465.25,996.75,0.00467925899457382,1 +"1250","2015-02-05 14:39:59",22.2225,28.3675,474.5,1012,0.00470348162634113,1 +"1251","2015-02-05 14:41:00",22.29,28.39,479,1021,0.00472677070962879,1 +"1252","2015-02-05 14:42:00",22.245,28.245,525.5,1019.5,0.00468948599636347,1 +"1253","2015-02-05 14:43:00",22.29,28.39,515,1020,0.00472677070962879,1 +"1254","2015-02-05 14:44:00",22.29,28.5,494,1037,0.00474522479295852,1 +"1255","2015-02-05 14:44:59",22.29,28.4266666666667,487.333333333333,1047,0.00473292194998911,1 +"1256","2015-02-05 14:45:59",22.315,28.39,474.5,1051,0.00473402225350664,1 +"1257","2015-02-05 14:47:00",22.3233333333333,28.39,486,1052.33333333333,0.00473644161539406,1 +"1258","2015-02-05 14:48:00",22.29,28.3566666666667,502.333333333333,1048.33333333333,0.00472117877771628,1 +"1259","2015-02-05 14:49:00",22.29,28.34,540.5,1050.5,0.00471838284918011,1 +"1260","2015-02-05 14:50:00",22.34,28.39,504,1052.25,0.00474128361261468,1 +"1261","2015-02-05 14:51:00",22.39,28.2,489,1053,0.00472376568359107,1 +"1262","2015-02-05 14:51:59",22.39,28.2,490.25,1051,0.00472376568359107,1 +"1263","2015-02-05 14:53:00",22.39,28.2933333333333,536.333333333333,1049.66666666667,0.00473951902591521,1 +"1264","2015-02-05 14:54:00",22.39,28.39,532,1054,0.00475583582251364,1 +"1265","2015-02-05 14:55:00",22.39,28.2925,543,1067.75,0.0047393783675691,1 +"1266","2015-02-05 14:55:59",22.4266666666667,28.2,543,1066.33333333333,0.0047343896633629,1 +"1267","2015-02-05 14:57:00",22.445,28.245,543,1066.5,0.00474733064778224,1 +"1268","2015-02-05 14:57:59",22.5,28.365,533.25,1081,0.00478374080780174,1 +"1269","2015-02-05 14:58:59",22.4633333333333,28.3266666666667,527,1081.33333333333,0.00476651144434147,1 +"1270","2015-02-05 15:00:00",22.5,28.3175,534,1084.5,0.00477566845366135,1 +"1271","2015-02-05 15:01:00",22.55,28.3175,530,1082.5,0.0047903090040007,1 +"1272","2015-02-05 15:02:00",22.5,28.34,524,1087.5,0.00477949217444028,1 +"1273","2015-02-05 15:03:00",22.525,28.39,526.25,1094,0.0047953238486071,1 +"1274","2015-02-05 15:04:00",22.5,28.39,522,1103.33333333333,0.00478798949876243,1 +"1275","2015-02-05 15:04:59",22.5,28.0333333333333,517,1099.33333333333,0.00472738029153847,1 +"1276","2015-02-05 15:06:00",22.525,28.025,513.5,1085,0.00473320294951395,1 +"1277","2015-02-05 15:07:00",22.575,28.22,524,1086.25,0.00478099837718911,1 +"1278","2015-02-05 15:08:00",22.6,28.2,513.5,1103,0.0047848980542252,1 +"1279","2015-02-05 15:08:59",22.6,28.245,513.5,1106.75,0.00479259236219434,1 +"1280","2015-02-05 15:10:00",22.5,28.29,513.5,1104,0.00477099508051037,1 +"1281","2015-02-05 15:10:59",22.6,28.315,518,1102.25,0.00480456166119307,1 +"1282","2015-02-05 15:11:59",22.55,28.2675,520.75,1097.5,0.00478178576617497,1 +"1283","2015-02-05 15:13:00",22.6,28.29,525,1100,0.0048002868590739,1 +"1284","2015-02-05 15:14:00",22.6,28.245,524.833333333333,1101,0.00479259236219434,1 +"1285","2015-02-05 15:15:00",22.6,28.2,524.666666666667,1102,0.0047848980542252,1 +"1286","2015-02-05 15:16:00",22.6,28.39,489,1102.5,0.00481738641740953,1 +"1287","2015-02-05 15:16:59",22.6,28.39,474,1114,0.00481738641740953,1 +"1288","2015-02-05 15:17:59",22.6,28.34,474,1112,0.00480883652162128,1 +"1289","2015-02-05 15:19:00",22.6,28.1725,472.75,1113.5,0.00478019607012754,1 +"1290","2015-02-05 15:20:00",22.6,28.1475,471.5,1105.25,0.00477592160034705,1 +"1291","2015-02-05 15:21:00",22.6,28.23,464,1104.33333333333,0.00479002757188159,1 +"1292","2015-02-05 15:22:00",22.6,28.1333333333333,469,1107.33333333333,0.00477349942668403,1 +"1293","2015-02-05 15:23:00",22.575,28,465.25,1108.25,0.00474344200093282,1 +"1294","2015-02-05 15:23:59",22.6,28,454,1101.66666666667,0.00475070341532009,1 +"1295","2015-02-05 15:24:59",22.55,27.82,450.25,1097,0.00470551310764671,1 +"1296","2015-02-05 15:26:00",22.525,27.815,449.5,1092.25,0.00469746773815421,1 +"1297","2015-02-05 15:27:00",22.5,27.815,454.75,1102.75,0.00469028417719752,1 +"1298","2015-02-05 15:28:00",22.5,27.745,449.5,1097,0.00467839169614977,1 +"1299","2015-02-05 15:29:00",22.525,27.7,454.75,1086.33333333333,0.00467790018253108,1 +"1300","2015-02-05 15:29:59",22.55,27.7,454.75,1092,0.00468506326046972,1 +"1301","2015-02-05 15:30:59",22.5,27.6,460,1085,0.00465375870689364,1 +"1302","2015-02-05 15:32:00",22.5,27.7,460,1084,0.00467074676810413,1 +"1303","2015-02-05 15:33:00",22.5,27.6,436.5,1076.25,0.00465375870689364,1 +"1304","2015-02-05 15:34:00",22.5,27.33,460,1060.66666666667,0.0046078955418804,1 +"1305","2015-02-05 15:35:00",22.55,27.445,449.5,1051.5,0.00464161176615444,1 +"1306","2015-02-05 15:36:00",22.5,27.4725,460.75,1062,0.00463210026459905,1 +"1307","2015-02-05 15:36:59",22.5,27.39,461,1068.33333333333,0.00461808677616419,1 +"1308","2015-02-05 15:38:00",22.5,27.34,454,1074,0.00460959405790695,1 +"1309","2015-02-05 15:39:00",22.5,27.29,469,1072,0.00460110156985465,1 +"1310","2015-02-05 15:40:00",22.5,27.315,469,1068,0.00460534778510577,1 +"1311","2015-02-05 15:40:59",22.5,27.29,479.666666666667,1072,0.00460110156985465,1 +"1312","2015-02-05 15:42:00",22.5,27.2225,476.75,1072.75,0.00458963707613002,1 +"1313","2015-02-05 15:42:59",22.5,27.2225,476.5,1074,0.00458963707613002,1 +"1314","2015-02-05 15:43:59",22.5,27.2,474,1069,0.00458581567144704,1 +"1315","2015-02-05 15:45:00",22.5,27.15,481.5,1068.25,0.00457732382791874,1 +"1316","2015-02-05 15:46:00",22.5,27.2225,474,1079.75,0.00458963707613002,1 +"1317","2015-02-05 15:47:00",22.4725,27.1975,479,1085,0.00457767810882964,1 +"1318","2015-02-05 15:48:00",22.5,27.1666666666667,469,1066,0.00458015441685334,1 +"1319","2015-02-05 15:49:00",22.5,27.125,474,1063.5,0.00457307799246869,1 +"1320","2015-02-05 15:49:59",22.5,27.15,469,1065.5,0.00457732382791874,1 +"1321","2015-02-05 15:51:00",22.5,27.125,474,1071.25,0.00457307799246869,1 +"1322","2015-02-05 15:52:00",22.5,27.0666666666667,479,1068,0.00456317126685443,1 +"1323","2015-02-05 15:53:00",22.5,27.1,478.5,1064.75,0.00456883221455981,1 +"1324","2015-02-05 15:53:59",22.5,27.1,478.5,1070.75,0.00456883221455981,1 +"1325","2015-02-05 15:55:00",22.5,27.1,477,1072.33333333333,0.00456883221455981,1 +"1326","2015-02-05 15:55:59",22.5,27.025,470.25,1079.25,0.00455609522606849,1 +"1327","2015-02-05 15:56:59",22.5,27,469,1063.5,0.0045518496783126,1 +"1328","2015-02-05 15:58:00",22.5,27,460.666666666667,1074.33333333333,0.0045518496783126,1 +"1329","2015-02-05 15:59:00",22.5,26.9725,465.25,1068.75,0.00454717964223436,1 +"1330","2015-02-05 16:00:00",22.5,26.7333333333333,452.333333333333,1064,0.00450656741532423,1 +"1331","2015-02-05 16:01:00",22.5,26.925,446.5,1048.5,0.00453911338025217,1 +"1332","2015-02-05 16:01:59",22.5,26.9725,449.5,1054.5,0.00454717964223436,1 +"1333","2015-02-05 16:02:59",22.5,27.05,460,1055.5,0.00456034083136088,1 +"1334","2015-02-05 16:04:00",22.445,26.9,456,1064,0.00451962464445108,1 +"1335","2015-02-05 16:05:00",22.4175,26.82,456,1063.25,0.00449850420165594,1 +"1336","2015-02-05 16:06:00",22.39,26.6966666666667,444,1078,0.00447013341157524,1 +"1337","2015-02-05 16:07:00",22.39,26.9633333333333,444,1067.33333333333,0.00451510863631191,1 +"1338","2015-02-05 16:08:00",22.39,27.0225,454.75,1074.75,0.00452508838966376,1 +"1339","2015-02-05 16:08:59",22.39,26.8233333333333,453,1077.33333333333,0.00449149583816393,1 +"1340","2015-02-05 16:09:59",22.39,26.84,449.5,1072.75,0.0044943067922288,1 +"1341","2015-02-05 16:11:00",22.39,26.745,449.5,1074.25,0.00447828469193235,1 +"1342","2015-02-05 16:12:00",22.39,26.79,456,1074,0.00448587400570661,1 +"1343","2015-02-05 16:13:00",22.3566666666667,26.73,449.333333333333,1068.33333333333,0.00446662478682213,1 +"1344","2015-02-05 16:14:00",22.39,26.5725,444,1062.75,0.00444919402578691,1 +"1345","2015-02-05 16:14:59",22.39,26.675,444,1056.5,0.00446647945820187,1 +"1346","2015-02-05 16:15:59",22.39,26.695,444,1054,0.00446985233672554,1 +"1347","2015-02-05 16:17:00",22.39,26.745,444,1068,0.00447828469193235,1 +"1348","2015-02-05 16:18:00",22.39,26.79,444,1074,0.00448587400570661,1 +"1349","2015-02-05 16:19:00",22.4175,26.65,444,1078.75,0.00446978528697734,1 +"1350","2015-02-05 16:20:00",22.4725,26.745,429,1077.5,0.00450096559598787,1 +"1351","2015-02-05 16:21:00",22.445,26.695,429,1077.5,0.00448493305524509,1 +"1352","2015-02-05 16:21:59",22.445,26.745,429,1083.25,0.00449339406421304,1 +"1353","2015-02-05 16:23:00",22.4266666666667,26.6966666666667,429,1088,0.00448018288220535,1 +"1354","2015-02-05 16:24:00",22.39,26.79,438,1086,0.00448587400570661,1 +"1355","2015-02-05 16:25:00",22.4266666666667,26.73,441,1087.66666666667,0.00448581716067179,1 +"1356","2015-02-05 16:25:59",22.39,26.5475,438,1075,0.0044449782113592,1 +"1357","2015-02-05 16:27:00",22.39,26.4175,438,1067.75,0.00442305689098935,1 +"1358","2015-02-05 16:27:59",22.39,26.5333333333333,441,1064,0.00444258927503736,1 +"1359","2015-02-05 16:28:59",22.39,26.456,438,1063.25,0.00442954881442905,1 +"1360","2015-02-05 16:30:00",22.39,26.26,432.75,1065.5,0.00439650042347941,1 +"1361","2015-02-05 16:31:00",22.39,26.4266666666667,444,1068.66666666667,0.00442460257484173,1 +"1362","2015-02-05 16:32:00",22.39,26.4175,444,1073.25,0.00442305689098935,1 +"1363","2015-02-05 16:33:00",22.39,26.34,444,1061.5,0.00440998914145686,1 +"1364","2015-02-05 16:34:00",22.39,26.3233333333333,444,1060.33333333333,0.00440717894397208,1 +"1365","2015-02-05 16:34:59",22.39,26.4633333333333,444,1057.33333333333,0.00443078538653073,1 +"1366","2015-02-05 16:36:00",22.39,26.015,444,1056.25,0.0043551948381356,1 +"1367","2015-02-05 16:37:00",22.39,26.045,429,1046,0.00436025237222819,1 +"1368","2015-02-05 16:38:00",22.39,26.29,435,1049.66666666667,0.00440155862464441,1 +"1369","2015-02-05 16:38:59",22.39,26.2675,438,1052.75,0.0043977649661122,1 +"1370","2015-02-05 16:40:00",22.39,26.29,438,1044.5,0.00440155862464441,1 +"1371","2015-02-05 16:40:59",22.39,26.3233333333333,441,1053.66666666667,0.00440717894397208,1 +"1372","2015-02-05 16:41:59",22.3566666666667,26.3233333333333,441,1059,0.00439818964083385,1 +"1373","2015-02-05 16:43:00",22.39,26.34,438,1067.25,0.00440998914145686,1 +"1374","2015-02-05 16:44:00",22.365,26.29,438,1067.25,0.00439482379023074,1 +"1375","2015-02-05 16:45:00",22.3233333333333,26.39,441,1065.33333333333,0.00440041131442427,1 +"1376","2015-02-05 16:46:00",22.34,26.39,438,1068.75,0.0044049073782613,1 +"1377","2015-02-05 16:46:59",22.34,26.39,447,1074.75,0.0044049073782613,1 +"1378","2015-02-05 16:47:59",22.3233333333333,26.4633333333333,447,1076.33333333333,0.00441272606148445,1 +"1379","2015-02-05 16:49:00",22.365,26.4725,447,1077.5,0.00442554885640755,1 +"1380","2015-02-05 16:50:00",22.315,26.3425,438,1073,0.00439019256195137,1 +"1381","2015-02-05 16:51:00",22.34,26.145,438,1068,0.00436372611266303,1 +"1382","2015-02-05 16:52:00",22.29,26.1425,438,1061.75,0.00434995802715568,1 +"1383","2015-02-05 16:53:00",22.29,25.7,441,1045.66666666667,0.00427582248189627,1 +"1384","2015-02-05 16:53:59",22.29,26.22,438,1041.5,0.00436294402493567,1 +"1385","2015-02-05 16:54:59",22.29,26.2425,442.5,1051,0.00436671425418257,1 +"1386","2015-02-05 16:56:00",22.29,26.125,438,1059.25,0.0043470257795977,1 +"1387","2015-02-05 16:57:00",22.315,26.2,438,1065,0.00436627706397936,1 +"1388","2015-02-05 16:58:00",22.29,26.175,442.5,1064.75,0.00435540370260293,1 +"1389","2015-02-05 16:59:00",22.29,26.1,441,1054.66666666667,0.00434283690213977,1 +"1390","2015-02-05 16:59:59",22.29,25.995,447,1042.5,0.00432524422863232,1 +"1391","2015-02-05 17:00:59",22.2675,25.8925,438,1039,0.0043021347056831,1 +"1392","2015-02-05 17:02:00",22.29,25.89,447,1036.33333333333,0.00430765254338066,1 +"1393","2015-02-05 17:03:00",22.29,25.89,447,1036.5,0.00430765254338066,1 +"1394","2015-02-05 17:04:00",22.29,25.8566666666667,433,1038.66666666667,0.00430206808804728,1 +"1395","2015-02-05 17:05:00",22.245,25.7225,433,1030.5,0.00426780450390924,1 +"1396","2015-02-05 17:06:00",22.23,25.6666666666667,433,1023.66666666667,0.00425456331564984,1 +"1397","2015-02-05 17:06:59",22.29,25.6,433,1019.5,0.0042590711174276,1 +"1398","2015-02-05 17:08:00",22.245,25.55,433,1010,0.00423898873856473,1 +"1399","2015-02-05 17:09:00",22.2675,25.575,433,1002.75,0.00424902053262658,1 +"1400","2015-02-05 17:10:00",22.29,25.5666666666667,433,1002.33333333333,0.00425348752840671,1 +"1401","2015-02-05 17:10:59",22.2675,25.4975,433,998.75,0.00423605702359138,1 +"1402","2015-02-05 17:12:00",22.245,25.55,433,1002,0.00423898873856473,1 +"1403","2015-02-05 17:12:59",22.29,25.5,433,1002.25,0.00424232064905198,1 +"1404","2015-02-05 17:13:59",22.29,25.5,433,1001.5,0.00424232064905198,1 +"1405","2015-02-05 17:15:00",22.29,25.445,433,998.5,0.00423310827337899,1 +"1406","2015-02-05 17:16:00",22.29,25.2,433,990.75,0.00419207461976444,1 +"1407","2015-02-05 17:17:00",22.29,25.23,433,991,0.00419709885985995,1 +"1408","2015-02-05 17:18:00",22.245,25.15,433,986,0.00417217977515601,1 +"1409","2015-02-05 17:19:00",22.29,25.2675,433,976.25,0.00420337927335767,1 +"1410","2015-02-05 17:19:59",22.29,25.2,433,966,0.00419207461976444,1 +"1411","2015-02-05 17:21:00",22.29,25.2,433,966.333333333333,0.00419207461976444,1 +"1412","2015-02-05 17:22:00",22.29,25.15,433,967.5,0.00418370106543207,1 +"1413","2015-02-05 17:23:00",22.29,25.03,433,970,0.00416360544870222,1 +"1414","2015-02-05 17:23:59",22.2225,24.865,433,954.75,0.00411890295856365,1 +"1415","2015-02-05 17:25:00",22.26,24.8266666666667,433,951.666666666667,0.0041219736123528,1 +"1416","2015-02-05 17:25:59",22.245,24.89,433,940.75,0.00412876159251567,1 +"1417","2015-02-05 17:26:59",22.245,24.89,433,935.5,0.00412876159251567,1 +"1418","2015-02-05 17:28:00",22.2225,24.84,433,933.25,0.00411473429693637,1 +"1419","2015-02-05 17:29:00",22.2,24.7,433,937.666666666667,0.00408575176529873,1 +"1420","2015-02-05 17:30:00",22.2,24.7,433,938,0.00408575176529873,1 +"1421","2015-02-05 17:31:00",22.2,24.7,433,933.5,0.00408575176529873,1 +"1422","2015-02-05 17:31:59",22.2,24.7,433,925.5,0.00408575176529873,1 +"1423","2015-02-05 17:32:59",22.2,24.65,433,921,0.00407742679507162,1 +"1424","2015-02-05 17:34:00",22.2,24.5666666666667,433,920.333333333333,0.00406355233666402,1 +"1425","2015-02-05 17:35:00",22.2,24.55,433,912.25,0.00406077751877519,1 +"1426","2015-02-05 17:36:00",22.2,24.334,429.5,913,0.00402481810386428,1 +"1427","2015-02-05 17:37:00",22.2,24.34,433,903,0.00402581692072147,1 +"1428","2015-02-05 17:38:00",22.2,24.395,433,905.5,0.0040349728904295,1 +"1429","2015-02-05 17:38:59",22.2,24.34,433,907,0.00402581692072147,1 +"1430","2015-02-05 17:39:59",22.2,24.3566666666667,433,903,0.00402859142871451,1 +"1431","2015-02-05 17:41:00",22.175,24.39,433,900.5,0.00402796249402516,1 +"1432","2015-02-05 17:42:00",22.175,24.365,433,900.25,0.00402380708201175,1 +"1433","2015-02-05 17:43:00",22.2,24.365,433,900.5,0.00402997869193338,1 +"1434","2015-02-05 17:44:00",22.1333333333333,24.29,433,898.666666666667,0.00400110568029615,1 +"1435","2015-02-05 17:44:59",22.15,24.2225,433,892,0.00399399551699376,1 +"1436","2015-02-05 17:45:59",22.1333333333333,24.2,433,886,0.00398618566110871,1 +"1437","2015-02-05 17:47:00",22.1,24.2675,433,884.25,0.00398921145655858,1 +"1438","2015-02-05 17:48:00",22.1,24.245,433,887,0.00398548909616386,1 +"1439","2015-02-05 17:49:00",22.1,24.29,433,884,0.00399293386122286,1 +"1440","2015-02-05 17:50:00",22.125,24.2675,433,878.5,0.00399533319162209,1 +"1441","2015-02-05 17:51:00",22.1333333333333,24.26,433,887,0.00399613226154318,1 +"1442","2015-02-05 17:51:59",22.125,24.15,433,882.25,0.0039758646672312,1 +"1443","2015-02-05 17:53:00",22.1,24.0725,433,879.25,0.00395695247045276,1 +"1444","2015-02-05 17:54:00",22.1,23.9966666666667,433,866,0.00394440820707065,1 +"1445","2015-02-05 17:55:00",22.1,24.12,433,866,0.00396481012230008,1 +"1446","2015-02-05 17:55:59",22.0666666666667,23.9266666666667,433,863,0.00392479578216467,1 +"1447","2015-02-05 17:57:00",22.025,23.945,433,853.25,0.00391779269090952,1 +"1448","2015-02-05 17:57:59",22,23.9266666666667,433,858,0.00390877204643491,1 +"1449","2015-02-05 17:58:59",22,23.89,433,852.5,0.00390274442392475,1 +"1450","2015-02-05 18:00:00",22,23.89,433,850.666666666667,0.00390274442392475,1 +"1451","2015-02-05 18:01:00",22.025,23.9175,433,847,0.00391326493428083,1 +"1452","2015-02-05 18:02:00",22,23.89,433,840.666666666667,0.00390274442392475,1 +"1453","2015-02-05 18:03:00",22.075,23.9725,426,839,0.00393437247979718,1 +"1454","2015-02-05 18:04:00",22.025,24.0475,213,845.5,0.00393466945182658,1 +"1455","2015-02-05 18:04:59",22,24.1,0,844,0.00393726783361537,0 +"1456","2015-02-05 18:06:00",22,24.1,0,846.666666666667,0.00393726783361537,0 +"1457","2015-02-05 18:07:00",22,24.1,0,852,0.00393726783361537,0 +"1458","2015-02-05 18:08:00",21.945,23.795,0,851,0.00387402519658295,0 +"1459","2015-02-05 18:08:59",21.89,23.8566666666667,0,824.666666666667,0.00387102964890651,0 +"1460","2015-02-05 18:10:00",21.89,23.84,0,817,0.00386830846395102,0 +"1461","2015-02-05 18:10:59",21.84,23.745,0,813.666666666667,0.0038409808590766,0 +"1462","2015-02-05 18:11:59",21.84,23.745,0,805,0.0038409808590766,0 +"1463","2015-02-05 18:13:00",21.79,23.7,0,807,0.00382189406984404,0 +"1464","2015-02-05 18:14:00",21.79,23.745,0,800,0.00382919550526379,0 +"1465","2015-02-05 18:15:00",21.79,23.7,0,781,0.00382189406984404,0 +"1466","2015-02-05 18:16:00",21.745,23.55,0,776.5,0.00378706555977436,0 +"1467","2015-02-05 18:16:59",21.7,23.7,0,771,0.00380080124740326,0 +"1468","2015-02-05 18:17:59",21.7,23.6666666666667,0,775,0.00379542291602805,0 +"1469","2015-02-05 18:19:00",21.7,23.6666666666667,0,771,0.00379542291602805,0 +"1470","2015-02-05 18:20:00",21.7,23.39,0,763,0.00375078633331977,0 +"1471","2015-02-05 18:21:00",21.7,23.55,0,755,0.0037765994842066,0 +"1472","2015-02-05 18:22:00",21.6,23.6,0,754,0.00376144999584149,0 +"1473","2015-02-05 18:23:00",21.7,23.6,0,755,0.0037846665306114,0 +"1474","2015-02-05 18:23:59",21.6,23.3933333333333,0,754.666666666667,0.00372831330419356,0 +"1475","2015-02-05 18:24:59",21.6,23.55,0,751.5,0.00375343273247922,0 +"1476","2015-02-05 18:26:00",21.6,23.5,0,748.5,0.00374541567454887,0 +"1477","2015-02-05 18:27:00",21.55,23.5,0,745.5,0.00373390411283325,0 +"1478","2015-02-05 18:28:00",21.55,23.445,0,749,0.00372511285152923,0 +"1479","2015-02-05 18:29:00",21.5666666666667,23.5,0,746.666666666667,0.00373773783144013,0 +"1480","2015-02-05 18:29:59",21.55,23.5,0,738.5,0.00373390411283325,0 +"1481","2015-02-05 18:30:59",21.5,23.35,0,732.5,0.00369852230282477,0 +"1482","2015-02-05 18:32:00",21.5,23.26,0,725.5,0.00368418231912537,0 +"1483","2015-02-05 18:33:00",21.5,23.245,0,711.666666666667,0.00368179238574585,0 +"1484","2015-02-05 18:34:00",21.5,23.23,0,705.666666666667,0.00367940247062397,0 +"1485","2015-02-05 18:35:00",21.5,23.05,0,702.5,0.00365072491318157,0 +"1486","2015-02-05 18:36:00",21.39,23.05,0,702.5,0.00362606467823633,0 +"1487","2015-02-05 18:36:59",21.39,22.945,0,698.5,0.00360945096033576,0 +"1488","2015-02-05 18:38:00",21.39,22.79,0,698,0.00358492756080275,0 +"1489","2015-02-05 18:39:00",21.39,22.695,0,677.5,0.00356989804039301,0 +"1490","2015-02-05 18:40:00",21.34,22.55,0,672,0.00353604389078825,0 +"1491","2015-02-05 18:40:59",21.29,22.6,0,666.5,0.00353301845675043,0 +"1492","2015-02-05 18:42:00",21.3233333333333,22.5333333333333,0,664.333333333333,0.00352978627422652,0 +"1493","2015-02-05 18:42:59",21.34,22.395,0,660.5,0.00351160126925951,0 +"1494","2015-02-05 18:43:59",21.34,22.395,0,654,0.00351160126925951,0 +"1495","2015-02-05 18:45:00",21.29,21.945,0,650,0.00343005878900538,0 +"1496","2015-02-05 18:46:00",21.29,21.85,0,635.5,0.00341512852175991,0 +"1497","2015-02-05 18:47:00",21.245,21.745,0,634,0.00338920785984853,0 +"1498","2015-02-05 18:48:00",21.2,21.745,0,631.5,0.00337981124215862,0 +"1499","2015-02-05 18:49:00",21.2,21.995,0,631,0.00341888216301548,0 +"1500","2015-02-05 18:49:59",21.245,22.1,0,637.5,0.00344484512558914,0 +"1501","2015-02-05 18:51:00",21.29,22.1,0,640,0.00345442022913307,0 +"1502","2015-02-05 18:52:00",21.29,21.8633333333333,0,638.666666666667,0.00341722395486199,0 +"1503","2015-02-05 18:53:00",21.29,21.5,0,628,0.00336012842435259,0 +"1504","2015-02-05 18:53:59",21.29,21.34,0,617,0.00333498874445521,0 +"1505","2015-02-05 18:55:00",21.2,21.1666666666667,0,612.333333333333,0.00328944588440249,0 +"1506","2015-02-05 18:55:59",21.2,21.5666666666667,0,609,0.00335194363493422,0 +"1507","2015-02-05 18:56:59",21.2,21.6,0,616,0.00335715234475089,0 +"1508","2015-02-05 18:58:00",21.2,21.55,0,614,0.00334933931256394,0 +"1509","2015-02-05 18:59:00",21.2,21.445,0,613.5,0.00333293258042035,0 +"1510","2015-02-05 19:00:00",21.2,21.195,0,611.5,0.00329387239730685,0 +"1511","2015-02-05 19:01:00",21.2,21.2,0,600,0.00329465355314865,0 +"1512","2015-02-05 19:01:59",21.2,21.3566666666667,0,599,0.00331913075822666,0 +"1513","2015-02-05 19:02:59",21.2,21.0666666666667,0,592.666666666667,0.00327382339860608,0 +"1514","2015-02-05 19:04:00",21.2,21.23,0,593,0.00329934052918621,0 +"1515","2015-02-05 19:05:00",21.2,21.2,0,586,0.00329465355314865,0 +"1516","2015-02-05 19:06:00",21.2,21.2,0,585,0.00329465355314865,0 +"1517","2015-02-05 19:07:00",21.29,21.1,0,592.5,0.00329728301421794,0 +"1518","2015-02-05 19:08:00",21.29,21.1,0,593,0.00329728301421794,0 +"1519","2015-02-05 19:08:59",21.29,20.89,0,583,0.00326429423008482,0 +"1520","2015-02-05 19:09:59",21.29,20.65,0,579.333333333333,0.00322659702442179,0 +"1521","2015-02-05 19:11:00",21.29,20.89,0,578,0.00326429423008482,0 +"1522","2015-02-05 19:12:00",21.29,20.7475,0,570.5,0.00324191096599299,0 +"1523","2015-02-05 19:13:00",21.29,20.795,0,571,0.0032493718759597,0 +"1524","2015-02-05 19:14:00",21.29,20.65,0,571,0.00322659702442179,0 +"1525","2015-02-05 19:14:59",21.245,20.79,0,563.5,0.00323958489857107,0 +"1526","2015-02-05 19:15:59",21.2,20.495,0,560.5,0.00318452983970222,0 +"1527","2015-02-05 19:17:00",21.2,20.3933333333333,0,556,0.00316865231514498,0 +"1528","2015-02-05 19:18:00",21.2,20.3225,0,550.25,0.00315759058208409,0 +"1529","2015-02-05 19:19:00",21.2,20.1225,0,544.5,0.0031263595663672,0 +"1530","2015-02-05 19:20:00",21.2,20.2266666666667,0,547.666666666667,0.00314262533100127,0 +"1531","2015-02-05 19:21:00",21.2,20,0,545,0.00310723211014337,0 +"1532","2015-02-05 19:21:59",21.1,20.2,0,536,0.00311915461141429,0 +"1533","2015-02-05 19:23:00",21.1,20.1,0,538,0.00310363620313794,0 +"1534","2015-02-05 19:24:00",21.1,20.195,0,539.5,0.00311837867270114,0 +"1535","2015-02-05 19:25:00",21.1,20.245,0,542.5,0.0031261381465169,0 +"1536","2015-02-05 19:25:59",21.15,20.245,0,539,0.00313580003168149,0 +"1537","2015-02-05 19:27:00",21.1,20.0333333333333,0,532.333333333333,0.00309329102565789,0 +"1538","2015-02-05 19:27:59",21.15,20,0,534,0.00309766236194505,0 +"1539","2015-02-05 19:28:59",21.15,20,0,538.5,0.00309766236194505,0 +"1540","2015-02-05 19:30:00",21.2,19.9633333333333,0,538,0.00310150711276261,0 +"1541","2015-02-05 19:31:00",21.2,19.995,0,539.5,0.00310645142250747,0 +"1542","2015-02-05 19:32:00",21.2,19.895,0,531,0.00309083807927498,0 +"1543","2015-02-05 19:33:00",21.2,20,0,526.5,0.00310723211014337,0 +"1544","2015-02-05 19:34:00",21.2,19.9633333333333,0,522,0.00310150711276261,0 +"1545","2015-02-05 19:34:59",21.2,19.895,0,526,0.00309083807927498,0 +"1546","2015-02-05 19:36:00",21.2,19.945,0,522.666666666667,0.00309864465339602,0 +"1547","2015-02-05 19:37:00",21.2,19.84,0,525.333333333333,0.00308225107294704,0 +"1548","2015-02-05 19:38:00",21.2,19.79,0,516.333333333333,0.0030744449082821,0 +"1549","2015-02-05 19:38:59",21.15,19.65,0,520,0.00304318804800837,0 +"1550","2015-02-05 19:40:00",21.1,19.795,0,515.5,0.00305630981621369,0 +"1551","2015-02-05 19:40:59",21.1,19.79,0,513.5,0.00305553403350672,0 +"1552","2015-02-05 19:41:59",21.1,19.79,0,517,0.00305553403350672,0 +"1553","2015-02-05 19:43:00",21.1,19.79,0,517,0.00305553403350672,0 +"1554","2015-02-05 19:44:00",21.175,19.79,0,514.75,0.00306970755834064,0 +"1555","2015-02-05 19:45:00",21.2,19.63,0,510,0.00304946649150167,0 +"1556","2015-02-05 19:46:00",21.1,19.29,0,503.5,0.00297796548644197,0 +"1557","2015-02-05 19:46:59",21.1,19.39,0,502,0.0029934776556324,0 +"1558","2015-02-05 19:47:59",21.1,19.65,0,498.5,0.00303381289952296,0 +"1559","2015-02-05 19:49:00",21.075,19.65,0,498.5,0.00302913486470159,0 +"1560","2015-02-05 19:50:00",21.05,19.6,0,502.5,0.00301673001937995,0 +"1561","2015-02-05 19:51:00",21.1,19.7,0,505,0.00304157027407045,0 +"1562","2015-02-05 19:52:00",21.15,19.55,0,506.5,0.00302762570213065,0 +"1563","2015-02-05 19:53:00",21.15,19.445,0,500,0.0030112860729703,0 +"1564","2015-02-05 19:53:59",21.2,19.6,0,496,0.00304478326059916,0 +"1565","2015-02-05 19:54:59",21.175,19.4425,0,499.25,0.00301554409181566,0 +"1566","2015-02-05 19:56:00",21.1666666666667,19.4966666666667,0,497.666666666667,0.00302243214481241,0 +"1567","2015-02-05 19:57:00",21.15,19.55,0,497,0.00302762570213065,0 +"1568","2015-02-05 19:58:00",21.1,19.5,0,498,0.00301054193115634,0 +"1569","2015-02-05 19:59:00",21.2,19.39,0,495,0.00301200260918866,0 +"1570","2015-02-05 19:59:59",21.2,19.34,0,491.5,0.0030041981989707,0 +"1571","2015-02-05 20:00:59",21.15,19.395,0,491,0.00300350559744339,0 +"1572","2015-02-05 20:02:00",21.1666666666667,19.5,0,493,0.00302295139961112,0 +"1573","2015-02-05 20:03:00",21.1,19.5,0,489,0.00301054193115634,0 +"1574","2015-02-05 20:04:00",21.2,19.445,0,485.5,0.00302058768554898,0 +"1575","2015-02-05 20:05:00",21.2,19.39,0,488.5,0.00301200260918866,0 +"1576","2015-02-05 20:06:00",21.2,19.39,0,486,0.00301200260918866,0 +"1577","2015-02-05 20:06:59",21.2,19.445,0,488.5,0.00302058768554898,0 +"1578","2015-02-05 20:08:00",21.2,19.29,0,490,0.00299639398365479,0 +"1579","2015-02-05 20:09:00",21.2,19.39,0,491,0.00301200260918866,0 +"1580","2015-02-05 20:10:00",21.2,19.245,0,487,0.00298937035650568,0 +"1581","2015-02-05 20:10:59",21.2,19.34,0,485.5,0.0030041981989707,0 +"1582","2015-02-05 20:12:00",21.2,19.29,0,484.5,0.00299639398365479,0 +"1583","2015-02-05 20:12:59",21.2,19.29,0,491,0.00299639398365479,0 +"1584","2015-02-05 20:13:59",21.2,19.29,0,485,0.00299639398365479,0 +"1585","2015-02-05 20:15:00",21.2,19.29,0,484.5,0.00299639398365479,0 +"1586","2015-02-05 20:16:00",21.2,19.29,0,482,0.00299639398365479,0 +"1587","2015-02-05 20:17:00",21.2,19.315,0,491.25,0.00300029606695045,0 +"1588","2015-02-05 20:18:00",21.2,19.34,0,486.5,0.0030041981989707,0 +"1589","2015-02-05 20:19:00",21.2,19.39,0,481,0.00301200260918866,0 +"1590","2015-02-05 20:19:59",21.2,19.39,0,480,0.00301200260918866,0 +"1591","2015-02-05 20:21:00",21.2,19.34,0,483.5,0.0030041981989707,0 +"1592","2015-02-05 20:22:00",21.2,19.39,0,481.333333333333,0.00301200260918866,0 +"1593","2015-02-05 20:23:00",21.2,19.39,0,484.333333333333,0.00301200260918866,0 +"1594","2015-02-05 20:23:59",21.2,19.39,0,479.666666666667,0.00301200260918866,0 +"1595","2015-02-05 20:25:00",21.2,19.39,0,479,0.00301200260918866,0 +"1596","2015-02-05 20:25:59",21.2,19.39,0,477.5,0.00301200260918866,0 +"1597","2015-02-05 20:26:59",21.2,19.39,0,483,0.00301200260918866,0 +"1598","2015-02-05 20:28:00",21.15,19.39,0,482,0.00300272756054479,0 +"1599","2015-02-05 20:29:00",21.2,19.39,0,483.25,0.00301200260918866,0 +"1600","2015-02-05 20:30:00",21.2,19.39,0,477,0.00301200260918866,0 +"1601","2015-02-05 20:31:00",21.2,19.3566666666667,0,479,0.00300679964738721,0 +"1602","2015-02-05 20:31:59",21.2,19.39,0,482.5,0.00301200260918866,0 +"1603","2015-02-05 20:32:59",21.2,19.39,0,474,0.00301200260918866,0 +"1604","2015-02-05 20:34:00",21.2,19.39,0,473,0.00301200260918866,0 +"1605","2015-02-05 20:35:00",21.2,19.39,0,472,0.00301200260918866,0 +"1606","2015-02-05 20:36:00",21.2,19.39,0,472.5,0.00301200260918866,0 +"1607","2015-02-05 20:37:00",21.2,19.445,0,475,0.00302058768554898,0 +"1608","2015-02-05 20:38:00",21.2,19.39,0,475,0.00301200260918866,0 +"1609","2015-02-05 20:38:59",21.2,19.445,0,477.5,0.00302058768554898,0 +"1610","2015-02-05 20:39:59",21.15,19.5,0,474,0.00301984481979203,0 +"1611","2015-02-05 20:41:00",21.1666666666667,19.5,0,474.666666666667,0.00302295139961112,0 +"1612","2015-02-05 20:42:00",21.1,19.5,0,470.5,0.00301054193115634,0 +"1613","2015-02-05 20:43:00",21.1,19.5,0,474.333333333333,0.00301054193115634,0 +"1614","2015-02-05 20:44:00",21.1,19.5,0,483,0.00301054193115634,0 +"1615","2015-02-05 20:44:59",21.1,19.6,0,484,0.00302605571752623,0 +"1616","2015-02-05 20:45:59",21.0333333333333,19.5333333333333,0,479.333333333333,0.00300332715277666,0 +"1617","2015-02-05 20:47:00",21,19.6,0,479.5,0.00300742962468002,0 +"1618","2015-02-05 20:48:00",21,19.6,0,473,0.00300742962468002,0 +"1619","2015-02-05 20:49:00",21,19.6,0,470,0.00300742962468002,0 +"1620","2015-02-05 20:50:00",21,19.6,0,464,0.00300742962468002,0 +"1621","2015-02-05 20:51:00",21,19.7,0,463.5,0.00302284822358619,0 +"1622","2015-02-05 20:51:59",21,19.7,0,467.5,0.00302284822358619,0 +"1623","2015-02-05 20:53:00",21,19.7,0,476,0.00302284822358619,0 +"1624","2015-02-05 20:54:00",21,19.76,0,474,0.00303209974808914,0 +"1625","2015-02-05 20:55:00",21,19.79,0,471,0.00303672561304647,0 +"1626","2015-02-05 20:55:59",21,19.79,0,472,0.00303672561304647,0 +"1627","2015-02-05 20:57:00",21,19.79,0,472,0.00303672561304647,0 +"1628","2015-02-05 20:57:59",21,19.79,0,474.25,0.00303672561304647,0 +"1629","2015-02-05 20:58:59",20.9725,19.79,0,473,0.00303157119548328,0 +"1630","2015-02-05 21:00:00",21,19.79,0,469,0.00303672561304647,0 +"1631","2015-02-05 21:01:00",20.9633333333333,19.79,0,472.666666666667,0.00302985476836808,0 +"1632","2015-02-05 21:02:00",21,19.79,0,473,0.00303672561304647,0 +"1633","2015-02-05 21:03:00",20.89,19.79,0,471.5,0.00301615411603875,0 +"1634","2015-02-05 21:04:00",20.9633333333333,19.79,0,471.333333333333,0.00302985476836808,0 +"1635","2015-02-05 21:04:59",21,19.79,0,469,0.00303672561304647,0 +"1636","2015-02-05 21:06:00",20.89,19.89,0,471,0.00303146919477111,0 +"1637","2015-02-05 21:07:00",20.89,19.84,0,470,0.00302381156158785,0 +"1638","2015-02-05 21:08:00",20.89,19.89,0,469.5,0.00303146919477111,0 +"1639","2015-02-05 21:08:59",20.89,19.89,0,464,0.00303146919477111,0 +"1640","2015-02-05 21:10:00",20.89,19.89,0,467,0.00303146919477111,0 +"1641","2015-02-05 21:10:59",20.89,19.9266666666667,0,472,0.00303708491169476,0 +"1642","2015-02-05 21:11:59",20.89,19.945,0,469.5,0.00303989280799839,0 +"1643","2015-02-05 21:13:00",20.89,20,0,470.5,0.00304831664828052,0 +"1644","2015-02-05 21:14:00",20.89,20,0,470,0.00304831664828052,0 +"1645","2015-02-05 21:15:00",20.89,20,0,469,0.00304831664828052,0 +"1646","2015-02-05 21:16:00",20.89,20,0,468.5,0.00304831664828052,0 +"1647","2015-02-05 21:16:59",20.89,20,0,467.333333333333,0.00304831664828052,0 +"1648","2015-02-05 21:17:59",20.89,20,0,467,0.00304831664828052,0 +"1649","2015-02-05 21:19:00",20.89,20,0,464,0.00304831664828052,0 +"1650","2015-02-05 21:20:00",20.89,20,0,462,0.00304831664828052,0 +"1651","2015-02-05 21:21:00",20.89,20,0,466,0.00304831664828052,0 +"1652","2015-02-05 21:22:00",20.89,20,0,465.5,0.00304831664828052,0 +"1653","2015-02-05 21:23:00",20.79,20,0,464,0.0030295225859519,0 +"1654","2015-02-05 21:23:59",20.89,20,0,469.666666666667,0.00304831664828052,0 +"1655","2015-02-05 21:24:59",20.89,20.1,0,469.5,0.00306363330326149,0 +"1656","2015-02-05 21:26:00",20.89,20.1,0,472,0.00306363330326149,0 +"1657","2015-02-05 21:27:00",20.89,20.1,0,464.5,0.00306363330326149,0 +"1658","2015-02-05 21:28:00",20.89,20.1,0,467,0.00306363330326149,0 +"1659","2015-02-05 21:29:00",20.89,20.1,0,467,0.00306363330326149,0 +"1660","2015-02-05 21:29:59",20.89,20.1,0,462,0.00306363330326149,0 +"1661","2015-02-05 21:30:59",20.89,20.15,0,464.5,0.00307129191225357,0 +"1662","2015-02-05 21:32:00",20.79,20.05,0,460,0.00303713337418589,0 +"1663","2015-02-05 21:33:00",20.89,20.2,0,457,0.00307895070892257,0 +"1664","2015-02-05 21:34:00",20.79,20.1,0,461,0.00304474434777049,0 +"1665","2015-02-05 21:35:00",20.79,20.1,0,462,0.00304474434777049,0 +"1666","2015-02-05 21:36:00",20.79,20.15,0,463.5,0.00305235550671248,0 +"1667","2015-02-05 21:36:59",20.79,20.2,0,461.5,0.00305996685101862,0 +"1668","2015-02-05 21:38:00",20.79,20.2,0,461.5,0.00305996685101862,0 +"1669","2015-02-05 21:39:00",20.79,20.2,0,458,0.00305996685101862,0 +"1670","2015-02-05 21:40:00",20.79,20.2,0,460,0.00305996685101862,0 +"1671","2015-02-05 21:40:59",20.79,20.245,0,460,0.00306681721938609,0 +"1672","2015-02-05 21:42:00",20.79,20.29,0,460.5,0.00307366773790896,0 +"1673","2015-02-05 21:42:59",20.745,20.29,0,460,0.0030651203870119,0 +"1674","2015-02-05 21:43:59",20.79,20.29,0,457,0.00307366773790896,0 +"1675","2015-02-05 21:45:00",20.745,20.34,0,460.5,0.00307271097901383,0 +"1676","2015-02-05 21:46:00",20.7,20.39,0,461,0.00307173289826042,0 +"1677","2015-02-05 21:47:00",20.745,20.39,0,458.5,0.00308030175537347,0 +"1678","2015-02-05 21:48:00",20.7,20.39,0,461.333333333333,0.00307173289826042,0 +"1679","2015-02-05 21:49:00",20.7,20.39,0,457.5,0.00307173289826042,0 +"1680","2015-02-05 21:49:59",20.7,20.39,0,455,0.00307173289826042,0 +"1681","2015-02-05 21:51:00",20.7,20.445,0,461.5,0.00308005962232409,0 +"1682","2015-02-05 21:52:00",20.7,20.445,0,461,0.00308005962232409,0 +"1683","2015-02-05 21:53:00",20.7,20.5,0,460.5,0.00308838656823511,0 +"1684","2015-02-05 21:53:59",20.7,20.5,0,461,0.00308838656823511,0 +"1685","2015-02-05 21:55:00",20.7,20.55,0,459.5,0.00309595671158295,0 +"1686","2015-02-05 21:55:59",20.7,20.6,0,463,0.00310352703828971,0 +"1687","2015-02-05 21:56:59",20.7,20.6,0,463.5,0.00310352703828971,0 +"1688","2015-02-05 21:58:00",20.7,20.6,0,463,0.00310352703828971,0 +"1689","2015-02-05 21:59:00",20.7,20.6,0,464,0.00310352703828971,0 +"1690","2015-02-05 22:00:00",20.7,20.6,0,462.5,0.00310352703828971,0 +"1691","2015-02-05 22:01:00",20.7,20.6,0,457.666666666667,0.00310352703828971,0 +"1692","2015-02-05 22:01:59",20.6333333333333,20.6333333333333,0,460,0.00309576545382003,0 +"1693","2015-02-05 22:02:59",20.7,20.7,0,460,0.00311866824180661,0 +"1694","2015-02-05 22:04:00",20.65,20.65,0,458.5,0.00310147891526391,0 +"1695","2015-02-05 22:05:00",20.6,20.6,0,461,0.00308436294447443,0 +"1696","2015-02-05 22:06:00",20.65,20.65,0,460,0.00310147891526391,0 +"1697","2015-02-05 22:07:00",20.6,20.6,0,454,0.00308436294447443,0 +"1698","2015-02-05 22:08:00",20.6,20.7,0,451.333333333333,0.00309941018839007,0 +"1699","2015-02-05 22:08:59",20.6,20.7,0,457,0.00309941018839007,0 +"1700","2015-02-05 22:09:59",20.6,20.7,0,454.5,0.00309941018839007,0 +"1701","2015-02-05 22:11:00",20.6,20.7,0,460,0.00309941018839007,0 +"1702","2015-02-05 22:12:00",20.6,20.745,0,458.5,0.00310618168450477,0 +"1703","2015-02-05 22:13:00",20.6,20.745,0,453.5,0.00310618168450477,0 +"1704","2015-02-05 22:14:00",20.6,20.79,0,457,0.00311295332732784,0 +"1705","2015-02-05 22:14:59",20.55,20.79,0,450.5,0.00310332151583221,0 +"1706","2015-02-05 22:15:59",20.6,20.79,0,454.5,0.00311295332732784,0 +"1707","2015-02-05 22:17:00",20.6,20.79,0,463,0.00311295332732784,0 +"1708","2015-02-05 22:18:00",20.6,20.79,0,459,0.00311295332732784,0 +"1709","2015-02-05 22:19:00",20.6,20.84,0,452.5,0.00312047754698019,0 +"1710","2015-02-05 22:20:00",20.6,20.89,0,451,0.00312800194776641,0 +"1711","2015-02-05 22:21:00",20.55,20.89,0,446,0.00311832334195416,0 +"1712","2015-02-05 22:21:59",20.6,20.84,0,449.5,0.00312047754698019,0 +"1713","2015-02-05 22:23:00",20.55,20.89,0,449.5,0.00311832334195416,0 +"1714","2015-02-05 22:24:00",20.6,20.89,0,450,0.00312800194776641,0 +"1715","2015-02-05 22:25:00",20.6,20.89,0,453.5,0.00312800194776641,0 +"1716","2015-02-05 22:25:59",20.6,20.89,0,458.5,0.00312800194776641,0 +"1717","2015-02-05 22:27:00",20.575,20.9175,0,459.5,0.00312729140199668,0 +"1718","2015-02-05 22:27:59",20.6,20.89,0,457,0.00312800194776641,0 +"1719","2015-02-05 22:28:59",20.5,20.945,0,458,0.00311689676029087,0 +"1720","2015-02-05 22:30:00",20.5,21,0,453,0.00312512262022728,0 +"1721","2015-02-05 22:31:00",20.55,21,0,450.5,0.00313482618237526,0 +"1722","2015-02-05 22:32:00",20.6,21,0,455,0.00314455626711953,0 +"1723","2015-02-05 22:33:00",20.55,21,0,453,0.00313482618237526,0 +"1724","2015-02-05 22:34:00",20.55,21,0,454.5,0.00313482618237526,0 +"1725","2015-02-05 22:34:59",20.5,21,0,455,0.00312512262022728,0 +"1726","2015-02-05 22:36:00",20.6,21,0,452,0.00314455626711953,0 +"1727","2015-02-05 22:37:00",20.5666666666667,21.0333333333333,0,456,0.00314307282215576,0 +"1728","2015-02-05 22:38:00",20.55,21.05,0,454,0.00314232776152385,0 +"1729","2015-02-05 22:38:59",20.5,21.1,0,453,0.00314007928385138,0 +"1730","2015-02-05 22:40:00",20.55,21.1,0,460.5,0.00314982952071157,0 +"1731","2015-02-05 22:40:59",20.6,21.1,0,455,0.00315960640919795,0 +"1732","2015-02-05 22:41:59",20.5,21.1,0,452,0.00314007928385138,0 +"1733","2015-02-05 22:43:00",20.55,21.1,0,453,0.00314982952071157,0 +"1734","2015-02-05 22:44:00",20.55,21.1,0,454,0.00314982952071157,0 +"1735","2015-02-05 22:45:00",20.5,21.1,0,454.5,0.00314007928385138,0 +"1736","2015-02-05 22:46:00",20.5,21.1,0,455,0.00314007928385138,0 +"1737","2015-02-05 22:46:59",20.5,21.1,0,454,0.00314007928385138,0 +"1738","2015-02-05 22:47:59",20.55,21.1,0,454,0.00314982952071157,0 +"1739","2015-02-05 22:49:00",20.5,21.1,0,447,0.00314007928385138,0 +"1740","2015-02-05 22:50:00",20.5,21.1,0,454,0.00314007928385138,0 +"1741","2015-02-05 22:51:00",20.5333333333333,21.2,0,455.666666666667,0.00316156496802361,0 +"1742","2015-02-05 22:52:00",20.5,21.2,0,456,0.00315503666319505,0 +"1743","2015-02-05 22:53:00",20.5,21.2,0,453,0.00315503666319505,0 +"1744","2015-02-05 22:53:59",20.5,21.2,0,452,0.00315503666319505,0 +"1745","2015-02-05 22:54:59",20.5,21.2,0,446,0.00315503666319505,0 +"1746","2015-02-05 22:56:00",20.5,21.2,0,452.333333333333,0.00315503666319505,0 +"1747","2015-02-05 22:57:00",20.5,21.245,0,451,0.00316176771741689,0 +"1748","2015-02-05 22:58:00",20.5,21.2,0,449,0.00315503666319505,0 +"1749","2015-02-05 22:59:00",20.5,21.2,0,447,0.00315503666319505,0 +"1750","2015-02-05 22:59:59",20.5,21.245,0,450,0.00316176771741689,0 +"1751","2015-02-05 23:00:59",20.5,21.29,0,449,0.00316849891658704,0 +"1752","2015-02-05 23:02:00",20.5,21.26,0,448.333333333333,0.00316401143436801,0 +"1753","2015-02-05 23:03:00",20.5,21.2675,0,443.75,0.00316513329888314,0 +"1754","2015-02-05 23:04:00",20.5,21.29,0,442.5,0.00316849891658704,0 +"1755","2015-02-05 23:05:00",20.5,21.29,0,444.5,0.00316849891658704,0 +"1756","2015-02-05 23:06:00",20.5,21.29,0,446.25,0.00316849891658704,0 +"1757","2015-02-05 23:06:59",20.5,21.29,0,448,0.00316849891658704,0 +"1758","2015-02-05 23:08:00",20.5,21.29,0,451,0.00316849891658704,0 +"1759","2015-02-05 23:09:00",20.5,21.29,0,452.333333333333,0.00316849891658704,0 +"1760","2015-02-05 23:10:00",20.5,21.29,0,447,0.00316849891658704,0 +"1761","2015-02-05 23:10:59",20.445,21.29,0,446.5,0.00315770708296947,0 +"1762","2015-02-05 23:12:00",20.5,21.29,0,442,0.00316849891658704,0 +"1763","2015-02-05 23:12:59",20.5,21.29,0,452,0.00316849891658704,0 +"1764","2015-02-05 23:13:59",20.39,21.29,0,450,0.00314694763447223,0 +"1765","2015-02-05 23:15:00",20.445,21.29,0,443.5,0.00315770708296947,0 +"1766","2015-02-05 23:16:00",20.39,21.29,0,443,0.00314694763447223,0 +"1767","2015-02-05 23:17:00",20.4266666666667,21.29,0,450,0.00315411700592178,0 +"1768","2015-02-05 23:18:00",20.39,21.29,0,445.666666666667,0.00314694763447223,0 +"1769","2015-02-05 23:19:00",20.39,21.29,0,443.666666666667,0.00314694763447223,0 +"1770","2015-02-05 23:19:59",20.39,21.29,0,445.333333333333,0.00314694763447223,0 +"1771","2015-02-05 23:21:00",20.39,21.29,0,449,0.00314694763447223,0 +"1772","2015-02-05 23:22:00",20.39,21.29,0,444.5,0.00314694763447223,0 +"1773","2015-02-05 23:23:00",20.39,21.29,0,445.5,0.00314694763447223,0 +"1774","2015-02-05 23:23:59",20.39,21.29,0,447,0.00314694763447223,0 +"1775","2015-02-05 23:25:00",20.39,21.29,0,446.5,0.00314694763447223,0 +"1776","2015-02-05 23:25:59",20.39,21.29,0,451,0.00314694763447223,0 +"1777","2015-02-05 23:26:59",20.39,21.29,0,448,0.00314694763447223,0 +"1778","2015-02-05 23:28:00",20.39,21.29,0,450,0.00314694763447223,0 +"1779","2015-02-05 23:29:00",20.39,21.29,0,442.666666666667,0.00314694763447223,0 +"1780","2015-02-05 23:30:00",20.39,21.29,0,445,0.00314694763447223,0 +"1781","2015-02-05 23:31:00",20.39,21.29,0,444.5,0.00314694763447223,0 +"1782","2015-02-05 23:31:59",20.3566666666667,21.29,0,441.666666666667,0.00314044248260255,0 +"1783","2015-02-05 23:32:59",20.3566666666667,21.29,0,442.333333333333,0.00314044248260255,0 +"1784","2015-02-05 23:34:00",20.39,21.29,0,441,0.00314694763447223,0 +"1785","2015-02-05 23:35:00",20.29,21.29,0,440.5,0.00312746769855435,0 +"1786","2015-02-05 23:36:00",20.39,21.29,0,447,0.00314694763447223,0 +"1787","2015-02-05 23:37:00",20.34,21.29,0,439.5,0.00313719435010793,0 +"1788","2015-02-05 23:38:00",20.29,21.29,0,444,0.00312746769855435,0 +"1789","2015-02-05 23:38:59",20.29,21.29,0,445.5,0.00312746769855435,0 +"1790","2015-02-05 23:39:59",20.29,21.29,0,446.666666666667,0.00312746769855435,0 +"1791","2015-02-05 23:41:00",20.3233333333333,21.29,0,444.333333333333,0.00313394917681341,0 +"1792","2015-02-05 23:42:00",20.29,21.29,0,446.5,0.00312746769855435,0 +"1793","2015-02-05 23:43:00",20.3233333333333,21.29,0,449.333333333333,0.00313394917681341,0 +"1794","2015-02-05 23:44:00",20.29,21.29,0,445,0.00312746769855435,0 +"1795","2015-02-05 23:44:59",20.29,21.29,0,447,0.00312746769855435,0 +"1796","2015-02-05 23:45:59",20.29,21.29,0,443.5,0.00312746769855435,0 +"1797","2015-02-05 23:47:00",20.29,21.29,0,447,0.00312746769855435,0 +"1798","2015-02-05 23:48:00",20.29,21.29,0,445,0.00312746769855435,0 +"1799","2015-02-05 23:49:00",20.29,21.29,0,443,0.00312746769855435,0 +"1800","2015-02-05 23:50:00",20.29,21.29,0,446,0.00312746769855435,0 +"1801","2015-02-05 23:51:00",20.245,21.245,0,438,0.00311211147465291,0 +"1802","2015-02-05 23:51:59",20.29,21.29,0,435.333333333333,0.00312746769855435,0 +"1803","2015-02-05 23:53:00",20.29,21.29,0,443,0.00312746769855435,0 +"1804","2015-02-05 23:54:00",20.29,21.29,0,441,0.00312746769855435,0 +"1805","2015-02-05 23:55:00",20.29,21.29,0,439.5,0.00312746769855435,0 +"1806","2015-02-05 23:55:59",20.2225,21.2225,0,445,0.00310445542556718,0 +"1807","2015-02-05 23:57:00",20.2,21.2,0,442.5,0.0030968140539317,0 +"1808","2015-02-05 23:57:59",20.2,21.2,0,443.5,0.0030968140539317,0 +"1809","2015-02-05 23:58:59",20.2,21.2,0,444,0.0030968140539317,0 +"1810","2015-02-06 00:00:00",20.2,21.29,0,438,0.00311002664087112,0 +"1811","2015-02-06 00:01:00",20.2,21.2,0,439,0.0030968140539317,0 +"1812","2015-02-06 00:02:00",20.2,21.29,0,441.5,0.00311002664087112,0 +"1813","2015-02-06 00:03:00",20.2,21.29,0,444,0.00311002664087112,0 +"1814","2015-02-06 00:04:00",20.2,21.29,0,446.5,0.00311002664087112,0 +"1815","2015-02-06 00:04:59",20.2,21.29,0,446,0.00311002664087112,0 +"1816","2015-02-06 00:06:00",20.2,21.29,0,447,0.00311002664087112,0 +"1817","2015-02-06 00:07:00",20.2,21.29,0,447,0.00311002664087112,0 +"1818","2015-02-06 00:08:00",20.2,21.29,0,446.333333333333,0.00311002664087112,0 +"1819","2015-02-06 00:08:59",20.2,21.29,0,445.75,0.00311002664087112,0 +"1820","2015-02-06 00:10:00",20.2,21.29,0,445,0.00311002664087112,0 +"1821","2015-02-06 00:10:59",20.2,21.29,0,444.5,0.00311002664087112,0 +"1822","2015-02-06 00:11:59",20.1666666666667,21.23,0,446.333333333333,0.00309479863434179,0 +"1823","2015-02-06 00:13:00",20.15,21.245,0,446.5,0.00309378847081544,0 +"1824","2015-02-06 00:14:00",20.2,21.29,0,448,0.00311002664087112,0 +"1825","2015-02-06 00:15:00",20.15,21.245,0,450,0.00309378847081544,0 +"1826","2015-02-06 00:16:00",20.15,21.29,0,452,0.00310037422883303,0 +"1827","2015-02-06 00:16:59",20.2,21.2,0,449,0.0030968140539317,0 +"1828","2015-02-06 00:17:59",20.15,21.2,0,446.5,0.00308720285156516,0 +"1829","2015-02-06 00:19:00",20.2,21.2,0,446.5,0.0030968140539317,0 +"1830","2015-02-06 00:20:00",20.15,21.2,0,448.5,0.00308720285156516,0 +"1831","2015-02-06 00:21:00",20.1,21.2,0,446,0.0030776179310379,0 +"1832","2015-02-06 00:22:00",20.2,21.2,0,446,0.0030968140539317,0 +"1833","2015-02-06 00:23:00",20.1,21.2,0,441,0.0030776179310379,0 +"1834","2015-02-06 00:23:59",20.1,21.2,0,443,0.0030776179310379,0 +"1835","2015-02-06 00:24:59",20.1,21.2,0,444.333333333333,0.0030776179310379,0 +"1836","2015-02-06 00:26:00",20.1,21,0,444,0.00304844150242455,0 +"1837","2015-02-06 00:27:00",20.1,21.1,0,443,0.00306302937625997,0 +"1838","2015-02-06 00:28:00",20.1,21.1,0,444,0.00306302937625997,0 +"1839","2015-02-06 00:29:00",20.1,21.1,0,447.5,0.00306302937625997,0 +"1840","2015-02-06 00:29:59",20.1,21.1,0,443,0.00306302937625997,0 +"1841","2015-02-06 00:30:59",20.1,21.0666666666667,0,442.333333333333,0.00305816667599024,0 +"1842","2015-02-06 00:32:00",20.1,21.0666666666667,0,444.666666666667,0.00305816667599024,0 +"1843","2015-02-06 00:33:00",20.1,21,0,444.5,0.00304844150242455,0 +"1844","2015-02-06 00:34:00",20.1,21,0,445.333333333333,0.00304844150242455,0 +"1845","2015-02-06 00:35:00",20.1,21,0,446.5,0.00304844150242455,0 +"1846","2015-02-06 00:36:00",20.1,21,0,445,0.00304844150242455,0 +"1847","2015-02-06 00:36:59",20.1,21,0,442,0.00304844150242455,0 +"1848","2015-02-06 00:38:00",20.1666666666667,21,0,439,0.00306110542895263,0 +"1849","2015-02-06 00:39:00",20.2,21,0,441,0.00306745474921589,0 +"1850","2015-02-06 00:40:00",20.2,20.9633333333333,0,445.666666666667,0.00306207250916801,0 +"1851","2015-02-06 00:40:59",20.2,20.89,0,446,0.00305130830713514,0 +"1852","2015-02-06 00:42:00",20.2,20.8566666666667,0,443.666666666667,0.00304641561058731,0 +"1853","2015-02-06 00:42:59",20.2,20.89,0,439,0.00305130830713514,0 +"1854","2015-02-06 00:43:59",20.2,20.79,0,441,0.0030366304472786,0 +"1855","2015-02-06 00:45:00",20.2,20.79,0,442,0.0030366304472786,0 +"1856","2015-02-06 00:46:00",20.2,20.745,0,443.5,0.00303002563524123,0 +"1857","2015-02-06 00:47:00",20.245,20.84,0,443,0.00305249318128504,0 +"1858","2015-02-06 00:48:00",20.245,20.84,0,442,0.00305249318128504,0 +"1859","2015-02-06 00:49:00",20.29,20.89,0,443,0.00306841845549967,0 +"1860","2015-02-06 00:49:59",20.29,20.89,0,444,0.00306841845549967,0 +"1861","2015-02-06 00:51:00",20.29,20.79,0,443,0.0030536578877459,0 +"1862","2015-02-06 00:52:00",20.29,20.79,0,442,0.0030536578877459,0 +"1863","2015-02-06 00:53:00",20.29,20.79,0,443,0.0030536578877459,0 +"1864","2015-02-06 00:53:59",20.29,20.79,0,441,0.0030536578877459,0 +"1865","2015-02-06 00:55:00",20.29,20.79,0,446.333333333333,0.0030536578877459,0 +"1866","2015-02-06 00:55:59",20.29,20.7,0,446,0.00304037397279384,0 +"1867","2015-02-06 00:56:59",20.29,20.7,0,439,0.00304037397279384,0 +"1868","2015-02-06 00:58:00",20.3566666666667,20.7,0,444.333333333333,0.00305298567041732,0 +"1869","2015-02-06 00:59:00",20.29,20.65,0,446,0.00303299426401626,0 +"1870","2015-02-06 01:00:00",20.29,20.7,0,442,0.00304037397279384,0 +"1871","2015-02-06 01:01:00",20.29,20.7,0,441.5,0.00304037397279384,0 +"1872","2015-02-06 01:01:59",20.29,20.7,0,440.5,0.00304037397279384,0 +"1873","2015-02-06 01:02:59",20.29,20.7,0,443.5,0.00304037397279384,0 +"1874","2015-02-06 01:04:00",20.29,20.7,0,440.5,0.00304037397279384,0 +"1875","2015-02-06 01:05:00",20.29,20.7,0,437.5,0.00304037397279384,0 +"1876","2015-02-06 01:06:00",20.29,20.7,0,438,0.00304037397279384,0 +"1877","2015-02-06 01:07:00",20.29,20.7,0,443,0.00304037397279384,0 +"1878","2015-02-06 01:08:00",20.26,20.7,0,443,0.00303471369223494,0 +"1879","2015-02-06 01:08:59",20.29,20.7,0,436.333333333333,0.00304037397279384,0 +"1880","2015-02-06 01:09:59",20.29,20.76,0,438.333333333333,0.00304922985335753,0 +"1881","2015-02-06 01:11:00",20.29,20.7,0,437,0.00304037397279384,0 +"1882","2015-02-06 01:12:00",20.29,20.7,0,439,0.00304037397279384,0 +"1883","2015-02-06 01:13:00",20.245,20.7,0,436,0.00303188703336769,0 +"1884","2015-02-06 01:14:00",20.29,20.7,0,432.5,0.00304037397279384,0 +"1885","2015-02-06 01:14:59",20.23,20.6333333333333,0,435,0.00301925990384447,0 +"1886","2015-02-06 01:15:59",20.245,20.65,0,442,0.00302452802408622,0 +"1887","2015-02-06 01:17:00",20.2,20.6,0,444.5,0.00300874441262578,0 +"1888","2015-02-06 01:18:00",20.29,20.7,0,447,0.00304037397279384,0 +"1889","2015-02-06 01:19:00",20.2,20.6,0,446,0.00300874441262578,0 +"1890","2015-02-06 01:20:00",20.23,20.5666666666667,0,442.333333333333,0.0030094574219121,0 +"1891","2015-02-06 01:21:00",20.245,20.55,0,440,0.00300981052537268,0 +"1892","2015-02-06 01:21:59",20.29,20.6,0,440,0.00302561472949769,0 +"1893","2015-02-06 01:23:00",20.26,20.4966666666667,0,439.666666666667,0.00300476010096927,0 +"1894","2015-02-06 01:24:00",20.29,20.5,0,442,0.00301085618321289,0 +"1895","2015-02-06 01:25:00",20.29,20.55,0,441,0.00301823536923195,0 +"1896","2015-02-06 01:25:59",20.29,20.6,0,441,0.00302561472949769,0 +"1897","2015-02-06 01:27:00",20.29,20.5,0,441.75,0.00301085618321289,0 +"1898","2015-02-06 01:27:59",20.3233333333333,20.5,0,442,0.00301709482512142,0 +"1899","2015-02-06 01:28:59",20.39,20.445,0,443,0.00302143856976684,0 +"1900","2015-02-06 01:30:00",20.39,20.39,0,443,0.0030132710875474,0 +"1901","2015-02-06 01:31:00",20.39,20.29,0,440,0.00299842166673735,0 +"1902","2015-02-06 01:32:00",20.39,20.2,0,441,0.00298505779128509,0 +"1903","2015-02-06 01:33:00",20.39,20.2,0,439,0.00298505779128509,0 +"1904","2015-02-06 01:34:00",20.39,20.2,0,436,0.00298505779128509,0 +"1905","2015-02-06 01:34:59",20.39,20.1,0,433.5,0.00297020971104394,0 +"1906","2015-02-06 01:36:00",20.39,20.1,0,435,0.00297020971104394,0 +"1907","2015-02-06 01:37:00",20.39,20.05,0,434,0.00296278593548514,0 +"1908","2015-02-06 01:38:00",20.34,20.05,0,438.5,0.00295360611721352,0 +"1909","2015-02-06 01:38:59",20.39,20.05,0,440,0.00296278593548514,0 +"1910","2015-02-06 01:40:00",20.39,20,0,439,0.00295536233629246,0 +"1911","2015-02-06 01:40:59",20.39,20,0,440.5,0.00295536233629246,0 +"1912","2015-02-06 01:41:59",20.39,20,0,433,0.00295536233629246,0 +"1913","2015-02-06 01:43:00",20.39,19.945,0,436.5,0.00294719658087589,0 +"1914","2015-02-06 01:44:00",20.5,19.89,0,438,0.00295915170308649,0 +"1915","2015-02-06 01:45:00",20.4266666666667,19.9266666666667,0,438,0.00295118063018497,0 +"1916","2015-02-06 01:46:00",20.5,19.89,0,441,0.00295915170308649,0 +"1917","2015-02-06 01:46:59",20.5,19.89,0,434,0.00295915170308649,0 +"1918","2015-02-06 01:47:59",20.5,19.89,0,439.5,0.00295915170308649,0 +"1919","2015-02-06 01:49:00",20.5,19.89,0,438,0.00295915170308649,0 +"1920","2015-02-06 01:50:00",20.5,19.89,0,435.5,0.00295915170308649,0 +"1921","2015-02-06 01:51:00",20.5,19.89,0,436,0.00295915170308649,0 +"1922","2015-02-06 01:52:00",20.5,19.89,0,439.5,0.00295915170308649,0 +"1923","2015-02-06 01:53:00",20.5,19.89,0,439.5,0.00295915170308649,0 +"1924","2015-02-06 01:53:59",20.5,19.89,0,438.5,0.00295915170308649,0 +"1925","2015-02-06 01:54:59",20.5,19.89,0,435,0.00295915170308649,0 +"1926","2015-02-06 01:56:00",20.5,19.745,0,435,0.00293747732551703,0 +"1927","2015-02-06 01:57:00",20.5,19.79,0,436,0.00294420369559917,0 +"1928","2015-02-06 01:58:00",20.55,19.84,0,433,0.00296084007143347,0 +"1929","2015-02-06 01:59:00",20.5,19.79,0,433.666666666667,0.00294420369559917,0 +"1930","2015-02-06 01:59:59",20.5,19.745,0,431.5,0.00293747732551703,0 +"1931","2015-02-06 02:00:59",20.5,19.65,0,436.5,0.00292327768638439,0 +"1932","2015-02-06 02:02:00",20.5,19.7,0,437,0.00293075110022723,0 +"1933","2015-02-06 02:03:00",20.6,19.6,0,435,0.00293393033923272,0 +"1934","2015-02-06 02:04:00",20.5,19.745,0,437,0.00293747732551703,0 +"1935","2015-02-06 02:05:00",20.6,19.6,0,433,0.00293393033923272,0 +"1936","2015-02-06 02:06:00",20.5,19.65,0,431.5,0.00292327768638439,0 +"1937","2015-02-06 02:06:59",20.5,19.65,0,432,0.00292327768638439,0 +"1938","2015-02-06 02:08:00",20.55,19.65,0,429,0.00293235157647933,0 +"1939","2015-02-06 02:09:00",20.55,19.6,0,430,0.00292485503579613,0 +"1940","2015-02-06 02:10:00",20.5,19.6,0,430.5,0.00291580445128535,0 +"1941","2015-02-06 02:10:59",20.55,19.6,0,433,0.00292485503579613,0 +"1942","2015-02-06 02:12:00",20.6,19.6,0,436,0.00293393033923272,0 +"1943","2015-02-06 02:12:59",20.6,19.53,0,435,0.00292340276842956,0 +"1944","2015-02-06 02:13:59",20.6,19.445,0,434,0.0029106197664319,0 +"1945","2015-02-06 02:15:00",20.5,19.55,0,434,0.00290833139492368,0 +"1946","2015-02-06 02:16:00",20.5,19.6,0,435,0.00291580445128535,0 +"1947","2015-02-06 02:17:00",20.6,19.6,0,438,0.00293393033923272,0 +"1948","2015-02-06 02:18:00",20.6,19.5,0,440,0.00291889106094967,0 +"1949","2015-02-06 02:19:00",20.5666666666667,19.5333333333333,0,436.666666666667,0.00291787190321775,0 +"1950","2015-02-06 02:19:59",20.5666666666667,19.5,0,437.666666666667,0.00291286928120345,0 +"1951","2015-02-06 02:21:00",20.5666666666667,19.5,0,437,0.00291286928120345,0 +"1952","2015-02-06 02:22:00",20.6,19.5,0,433,0.00291889106094967,0 +"1953","2015-02-06 02:23:00",20.6,19.445,0,435.5,0.0029106197664319,0 +"1954","2015-02-06 02:23:59",20.6,19.5,0,435,0.00291889106094967,0 +"1955","2015-02-06 02:25:00",20.6,19.5,0,437,0.00291889106094967,0 +"1956","2015-02-06 02:25:59",20.6,19.34,0,436,0.00289482972125133,0 +"1957","2015-02-06 02:26:59",20.5,19.34,0,438,0.00287694650987218,0 +"1958","2015-02-06 02:28:00",20.6,19.5,0,440,0.00291889106094967,0 +"1959","2015-02-06 02:29:00",20.55,19.445,0,438.5,0.00290161690260444,0 +"1960","2015-02-06 02:30:00",20.55,19.39,0,436,0.00289337152882751,0 +"1961","2015-02-06 02:31:00",20.6,19.34,0,433,0.00289482972125133,0 +"1962","2015-02-06 02:31:59",20.5,19.39,0,432.5,0.00288441881560686,0 +"1963","2015-02-06 02:32:59",20.5,19.39,0,434.5,0.00288441881560686,0 +"1964","2015-02-06 02:34:00",20.55,19.29,0,433.5,0.00287838049759094,0 +"1965","2015-02-06 02:35:00",20.6,19.39,0,433.5,0.00290234869086544,0 +"1966","2015-02-06 02:36:00",20.6,19.295,0,434.5,0.00288806280330063,0 +"1967","2015-02-06 02:37:00",20.6,19.29,0,434,0.00288731093257501,0 +"1968","2015-02-06 02:38:00",20.6,19.29,0,435,0.00288731093257501,0 +"1969","2015-02-06 02:38:59",20.5,19.34,0,431,0.00287694650987218,0 +"1970","2015-02-06 02:39:59",20.5,19.29,0,431.5,0.00286947438284154,0 +"1971","2015-02-06 02:41:00",20.4633333333333,19.2266666666667,0,432.666666666667,0.00285351580731716,0 +"1972","2015-02-06 02:42:00",20.5,19.39,0,436,0.00288441881560686,0 +"1973","2015-02-06 02:43:00",20.5,19.39,0,436,0.00288441881560686,0 +"1974","2015-02-06 02:44:00",20.5,19.245,0,441.5,0.00286274962130062,0 +"1975","2015-02-06 02:44:59",20.5,19.2,0,434,0.0028560250045001,0 +"1976","2015-02-06 02:45:59",20.39,19.29,0,433.5,0.00284996625752727,0 +"1977","2015-02-06 02:47:00",20.4266666666667,19.29,0,429.333333333333,0.00285645595496454,0 +"1978","2015-02-06 02:48:00",20.5,19.29,0,434.5,0.00286947438284154,0 +"1979","2015-02-06 02:49:00",20.5,19.2,0,433.5,0.0028560250045001,0 +"1980","2015-02-06 02:50:00",20.5,19.15,0,435.5,0.00284855337780667,0 +"1981","2015-02-06 02:51:00",20.445,19.05,0,435,0.00282396460077754,0 +"1982","2015-02-06 02:51:59",20.39,19.1666666666667,0,434,0.00283166164233876,0 +"1983","2015-02-06 02:53:00",20.39,19.245,0,430.5,0.00284328742231428,0 +"1984","2015-02-06 02:54:00",20.39,19.2,0,426,0.00283660872987593,0 +"1985","2015-02-06 02:55:00",20.5,19.2,0,429,0.0028560250045001,0 +"1986","2015-02-06 02:55:59",20.5,19.2,0,435.5,0.0028560250045001,0 +"1987","2015-02-06 02:57:00",20.5,19.2,0,433.5,0.0028560250045001,0 +"1988","2015-02-06 02:57:59",20.5,19.2,0,427.5,0.0028560250045001,0 +"1989","2015-02-06 02:58:59",20.5333333333333,19.1666666666667,0,429.666666666667,0.00285694031796831,0 +"1990","2015-02-06 03:00:00",20.525,19.175,0,433,0.00285671241681019,0 +"1991","2015-02-06 03:01:00",20.5,19.1,0,432.5,0.00284108192979292,0 +"1992","2015-02-06 03:02:00",20.5,19.1,0,431,0.00284108192979292,0 +"1993","2015-02-06 03:03:00",20.5333333333333,19.1,0,433.333333333333,0.00284695765074688,0 +"1994","2015-02-06 03:04:00",20.5,19.1,0,433,0.00284108192979292,0 +"1995","2015-02-06 03:04:59",20.5,19.1,0,434,0.00284108192979292,0 +"1996","2015-02-06 03:06:00",20.5,19.1,0,437,0.00284108192979292,0 +"1997","2015-02-06 03:07:00",20.5,19.1,0,437,0.00284108192979292,0 +"1998","2015-02-06 03:08:00",20.5,19.1,0,439,0.00284108192979292,0 +"1999","2015-02-06 03:08:59",20.5333333333333,18.9633333333333,0,432.333333333333,0.0028264941800736,0 +"2000","2015-02-06 03:10:00",20.525,19.075,0,432,0.00284174624237996,0 +"2001","2015-02-06 03:10:59",20.5,19.05,0,429.5,0.00283361066045245,0 +"2002","2015-02-06 03:11:59",20.5,19.1,0,436.5,0.00284108192979292,0 +"2003","2015-02-06 03:13:00",20.5333333333333,19,0,432.666666666667,0.00283198424795916,0 +"2004","2015-02-06 03:14:00",20.55,19,0,430,0.00283491057414835,0 +"2005","2015-02-06 03:15:00",20.5,18.945,0,425,0.00281792157639044,0 +"2006","2015-02-06 03:16:00",20.55,19,0,425.5,0.00283491057414835,0 +"2007","2015-02-06 03:16:59",20.55,19,0,434,0.00283491057414835,0 +"2008","2015-02-06 03:17:59",20.5,19,0,433,0.00282613956977883,0 +"2009","2015-02-06 03:19:00",20.5,19,0,433,0.00282613956977883,0 +"2010","2015-02-06 03:20:00",20.6,18.9633333333333,0,433.5,0.00283819263211046,0 +"2011","2015-02-06 03:21:00",20.5,19,0,426,0.00282613956977883,0 +"2012","2015-02-06 03:22:00",20.5333333333333,18.9633333333333,0,426.333333333333,0.0028264941800736,0 +"2013","2015-02-06 03:23:00",20.5333333333333,18.9266666666667,0,430,0.00282100420866383,0 +"2014","2015-02-06 03:23:59",20.6,18.945,0,436,0.00283543622163973,0 +"2015","2015-02-06 03:24:59",20.6,19,0,437.5,0.00284370552601066,0 +"2016","2015-02-06 03:26:00",20.5,19,0,433.5,0.00282613956977883,0 +"2017","2015-02-06 03:27:00",20.55,18.945,0,432.5,0.00282666696060251,0 +"2018","2015-02-06 03:28:00",20.55,18.945,0,430,0.00282666696060251,0 +"2019","2015-02-06 03:29:00",20.5,19,0,433,0.00282613956977883,0 +"2020","2015-02-06 03:29:59",20.6,19,0,439,0.00284370552601066,0 +"2021","2015-02-06 03:30:59",20.5,18.89,0,429.5,0.00280970379917266,0 +"2022","2015-02-06 03:32:00",20.55,19,0,431,0.00283491057414835,0 +"2023","2015-02-06 03:33:00",20.6,19,0,433,0.00284370552601066,0 +"2024","2015-02-06 03:34:00",20.55,19,0,434,0.00283491057414835,0 +"2025","2015-02-06 03:35:00",20.55,18.89,0,434.5,0.00281842356457419,0 +"2026","2015-02-06 03:36:00",20.5,18.945,0,435.5,0.00281792157639044,0 +"2027","2015-02-06 03:36:59",20.5,18.84,0,434.5,0.00280223328018994,0 +"2028","2015-02-06 03:38:00",20.5,18.89,0,433.5,0.00280970379917266,0 +"2029","2015-02-06 03:39:00",20.5,19,0,433,0.00282613956977883,0 +"2030","2015-02-06 03:40:00",20.5,19,0,433.5,0.00282613956977883,0 +"2031","2015-02-06 03:40:59",20.5,19,0,434.5,0.00282613956977883,0 +"2032","2015-02-06 03:42:00",20.5,19,0,438,0.00282613956977883,0 +"2033","2015-02-06 03:42:59",20.5,18.945,0,437,0.00281792157639044,0 +"2034","2015-02-06 03:43:59",20.445,18.945,0,435,0.00280832916488769,0 +"2035","2015-02-06 03:45:00",20.5,19,0,434,0.00282613956977883,0 +"2036","2015-02-06 03:46:00",20.5,18.895,0,434.5,0.00281045086089638,0 +"2037","2015-02-06 03:47:00",20.5,18.89,0,431,0.00280970379917266,0 +"2038","2015-02-06 03:48:00",20.5,19,0,433.5,0.00282613956977883,0 +"2039","2015-02-06 03:49:00",20.4266666666667,18.89,0,431.666666666667,0.0027969577563535,0 +"2040","2015-02-06 03:49:59",20.39,18.8233333333333,0,428.666666666667,0.00278071119911161,0 +"2041","2015-02-06 03:51:00",20.39,18.79,0,429.5,0.00277576499665867,0 +"2042","2015-02-06 03:52:00",20.39,18.9266666666667,0,434.333333333333,0.0027960449244251,0 +"2043","2015-02-06 03:53:00",20.39,18.84,0,430,0.00278318432970664,0 +"2044","2015-02-06 03:53:59",20.39,18.7,0,430,0.00276241064121188,0 +"2045","2015-02-06 03:55:00",20.39,18.89,0,424,0.00279060383896873,0 +"2046","2015-02-06 03:55:59",20.39,18.9266666666667,0,427.333333333333,0.0027960449244251,0 +"2047","2015-02-06 03:56:59",20.39,18.8233333333333,0,430,0.00278071119911161,0 +"2048","2015-02-06 03:58:00",20.39,18.79,0,431,0.00277576499665867,0 +"2049","2015-02-06 03:59:00",20.39,18.79,0,433.5,0.00277576499665867,0 +"2050","2015-02-06 04:00:00",20.445,18.79,0,430,0.00278524971345677,0 +"2051","2015-02-06 04:01:00",20.445,18.79,0,434,0.00278524971345677,0 +"2052","2015-02-06 04:01:59",20.5,18.79,0,434,0.00279476293984717,0 +"2053","2015-02-06 04:02:59",20.5,18.79,0,435.5,0.00279476293984717,0 +"2054","2015-02-06 04:04:00",20.5,18.79,0,436.333333333333,0.00279476293984717,0 +"2055","2015-02-06 04:05:00",20.5,18.745,0,434.5,0.00278803978627054,0 +"2056","2015-02-06 04:06:00",20.5,18.745,0,434,0.00278803978627054,0 +"2057","2015-02-06 04:07:00",20.5,18.7,0,434,0.00278131677738241,0 +"2058","2015-02-06 04:08:00",20.5,18.79,0,435,0.00279476293984717,0 +"2059","2015-02-06 04:08:59",20.5,18.79,0,430.5,0.00279476293984717,0 +"2060","2015-02-06 04:09:59",20.5,18.7,0,436,0.00278131677738241,0 +"2061","2015-02-06 04:11:00",20.39,18.6666666666667,0,431.666666666667,0.00275746472851366,0 +"2062","2015-02-06 04:12:00",20.39,18.76,0,428.666666666667,0.00277131348141006,0 +"2063","2015-02-06 04:13:00",20.39,18.7675,0,431,0.00277242635427527,0 +"2064","2015-02-06 04:14:00",20.39,18.7225,0,434.5,0.00276574917655245,0 +"2065","2015-02-06 04:14:59",20.39,18.7,0,434.5,0.00276241064121188,0 +"2066","2015-02-06 04:15:59",20.39,18.7,0,429.5,0.00276241064121188,0 +"2067","2015-02-06 04:17:00",20.39,18.745,0,432,0.00276908774757338,0 +"2068","2015-02-06 04:18:00",20.39,18.7,0,435.5,0.00276241064121188,0 +"2069","2015-02-06 04:19:00",20.39,18.6,0,436,0.0027475731380385,0 +"2070","2015-02-06 04:20:00",20.39,18.745,0,430,0.00276908774757338,0 +"2071","2015-02-06 04:21:00",20.39,18.76,0,434,0.00277131348141006,0 +"2072","2015-02-06 04:21:59",20.39,18.745,0,435,0.00276908774757338,0 +"2073","2015-02-06 04:23:00",20.39,18.7,0,434.5,0.00276241064121188,0 +"2074","2015-02-06 04:24:00",20.39,18.7,0,427.5,0.00276241064121188,0 +"2075","2015-02-06 04:25:00",20.39,18.7,0,433.333333333333,0.00276241064121188,0 +"2076","2015-02-06 04:25:59",20.5,18.745,0,433,0.00278803978627054,0 +"2077","2015-02-06 04:27:00",20.39,18.7,0,438,0.00276241064121188,0 +"2078","2015-02-06 04:27:59",20.445,18.7,0,434,0.00277184952407835,0 +"2079","2015-02-06 04:28:59",20.4633333333333,18.73,0,432.666666666667,0.00277947388804106,0 +"2080","2015-02-06 04:30:00",20.5,18.7,0,435,0.00278131677738241,0 +"2081","2015-02-06 04:31:00",20.445,18.7,0,433.5,0.00277184952407835,0 +"2082","2015-02-06 04:32:00",20.39,18.6,0,432,0.0027475731380385,0 +"2083","2015-02-06 04:33:00",20.39,18.7,0,434,0.00276241064121188,0 +"2084","2015-02-06 04:34:00",20.39,18.7,0,439,0.00276241064121188,0 +"2085","2015-02-06 04:34:59",20.39,18.7,0,434,0.00276241064121188,0 +"2086","2015-02-06 04:36:00",20.445,18.7,0,430,0.00277184952407835,0 +"2087","2015-02-06 04:37:00",20.445,18.7,0,435,0.00277184952407835,0 +"2088","2015-02-06 04:38:00",20.5,18.7,0,437.5,0.00278131677738241,0 +"2089","2015-02-06 04:38:59",20.5,18.7,0,434,0.00278131677738241,0 +"2090","2015-02-06 04:40:00",20.445,18.7,0,436,0.00277184952407835,0 +"2091","2015-02-06 04:40:59",20.445,18.7,0,432.5,0.00277184952407835,0 +"2092","2015-02-06 04:41:59",20.4633333333333,18.7,0,429.5,0.00277500211930092,0 +"2093","2015-02-06 04:43:00",20.39,18.7,0,430,0.00276241064121188,0 +"2094","2015-02-06 04:44:00",20.5,18.7,0,436,0.00278131677738241,0 +"2095","2015-02-06 04:45:00",20.5,18.745,0,436.5,0.00278803978627054,0 +"2096","2015-02-06 04:46:00",20.4633333333333,18.6666666666667,0,439.333333333333,0.00277003356244273,0 +"2097","2015-02-06 04:46:59",20.39,18.6,0,435,0.0027475731380385,0 +"2098","2015-02-06 04:47:59",20.39,18.6,0,432,0.0027475731380385,0 +"2099","2015-02-06 04:49:00",20.39,18.65,0,431,0.00275499180153006,0 +"2100","2015-02-06 04:50:00",20.39,18.7,0,425.5,0.00276241064121188,0 +"2101","2015-02-06 04:51:00",20.39,18.7,0,429,0.00276241064121188,0 +"2102","2015-02-06 04:52:00",20.39,18.7,0,431.5,0.00276241064121188,0 +"2103","2015-02-06 04:53:00",20.39,18.6,0,435,0.0027475731380385,0 +"2104","2015-02-06 04:53:59",20.39,18.7,0,428,0.00276241064121188,0 +"2105","2015-02-06 04:54:59",20.39,18.7,0,431.5,0.00276241064121188,0 +"2106","2015-02-06 04:56:00",20.39,18.7,0,432.5,0.00276241064121188,0 +"2107","2015-02-06 04:57:00",20.445,18.7,0,434.5,0.00277184952407835,0 +"2108","2015-02-06 04:58:00",20.39,18.7,0,429,0.00276241064121188,0 +"2109","2015-02-06 04:59:00",20.39,18.6666666666667,0,428.666666666667,0.00275746472851366,0 +"2110","2015-02-06 04:59:59",20.39,18.7,0,432,0.00276241064121188,0 +"2111","2015-02-06 05:00:59",20.39,18.7,0,430,0.00276241064121188,0 +"2112","2015-02-06 05:02:00",20.39,18.7,0,431,0.00276241064121188,0 +"2113","2015-02-06 05:03:00",20.445,18.6,0,431.5,0.0027569610989078,0 +"2114","2015-02-06 05:04:00",20.39,18.7,0,433,0.00276241064121188,0 +"2115","2015-02-06 05:05:00",20.39,18.7,0,437.5,0.00276241064121188,0 +"2116","2015-02-06 05:06:00",20.39,18.7,0,434,0.00276241064121188,0 +"2117","2015-02-06 05:06:59",20.39,18.7,0,432,0.00276241064121188,0 +"2118","2015-02-06 05:08:00",20.39,18.65,0,433,0.00275499180153006,0 +"2119","2015-02-06 05:09:00",20.39,18.7,0,425.5,0.00276241064121188,0 +"2120","2015-02-06 05:10:00",20.39,18.7,0,423,0.00276241064121188,0 +"2121","2015-02-06 05:10:59",20.39,18.6666666666667,0,430,0.00275746472851366,0 +"2122","2015-02-06 05:12:00",20.39,18.6,0,434,0.0027475731380385,0 +"2123","2015-02-06 05:12:59",20.3566666666667,18.6,0,428.666666666667,0.00274189716633263,0 +"2124","2015-02-06 05:13:59",20.29,18.65,0,427,0.00273794873953609,0 +"2125","2015-02-06 05:15:00",20.34,18.7,0,425.5,0.00275385439617598,0 +"2126","2015-02-06 05:16:00",20.34,18.7,0,433.5,0.00275385439617598,0 +"2127","2015-02-06 05:17:00",20.34,18.7,0,434.5,0.00275385439617598,0 +"2128","2015-02-06 05:18:00",20.39,18.7,0,427,0.00276241064121188,0 +"2129","2015-02-06 05:19:00",20.39,18.65,0,433,0.00275499180153006,0 +"2130","2015-02-06 05:19:59",20.34,18.65,0,433.5,0.00274645863650126,0 +"2131","2015-02-06 05:21:00",20.3566666666667,18.6666666666667,0,432.666666666667,0.00275176823262922,0 +"2132","2015-02-06 05:22:00",20.39,18.7,0,430,0.00276241064121188,0 +"2133","2015-02-06 05:23:00",20.34,18.7,0,430.5,0.00275385439617598,0 +"2134","2015-02-06 05:23:59",20.39,18.7,0,431,0.00276241064121188,0 +"2135","2015-02-06 05:25:00",20.39,18.65,0,431.333333333333,0.00275499180153006,0 +"2136","2015-02-06 05:25:59",20.39,18.7,0,433,0.00276241064121188,0 +"2137","2015-02-06 05:26:59",20.39,18.7,0,432,0.00276241064121188,0 +"2138","2015-02-06 05:28:00",20.39,18.7,0,430,0.00276241064121188,0 +"2139","2015-02-06 05:29:00",20.34,18.7,0,431.5,0.00275385439617598,0 +"2140","2015-02-06 05:30:00",20.39,18.7,0,430.333333333333,0.00276241064121188,0 +"2141","2015-02-06 05:31:00",20.39,18.7,0,429,0.00276241064121188,0 +"2142","2015-02-06 05:31:59",20.3566666666667,18.6666666666667,0,432.666666666667,0.00275176823262922,0 +"2143","2015-02-06 05:32:59",20.34,18.6,0,431.5,0.00273906305192466,0 +"2144","2015-02-06 05:34:00",20.29,18.745,0,428,0.00275195710045601,0 +"2145","2015-02-06 05:35:00",20.29,18.745,0,425.5,0.00275195710045601,0 +"2146","2015-02-06 05:36:00",20.29,18.745,0,430.5,0.00275195710045601,0 +"2147","2015-02-06 05:37:00",20.29,18.79,0,432,0.00275859285910685,0 +"2148","2015-02-06 05:38:00",20.29,18.7,0,433,0.00274532148276465,0 +"2149","2015-02-06 05:38:59",20.29,18.745,0,435.5,0.00275195710045601,0 +"2150","2015-02-06 05:39:59",20.29,18.79,0,431.5,0.00275859285910685,0 +"2151","2015-02-06 05:41:00",20.29,18.7675,0,432.75,0.00275527496216121,0 +"2152","2015-02-06 05:42:00",20.29,18.7,0,437,0.00274532148276465,0 +"2153","2015-02-06 05:43:00",20.29,18.7,0,433.5,0.00274532148276465,0 +"2154","2015-02-06 05:44:00",20.29,18.7,0,434,0.00274532148276465,0 +"2155","2015-02-06 05:44:59",20.245,18.695,0,438.5,0.0027369265480493,0 +"2156","2015-02-06 05:45:59",20.29,18.79,0,436.5,0.00275859285910685,0 +"2157","2015-02-06 05:47:00",20.29,18.79,0,437,0.00275859285910685,0 +"2158","2015-02-06 05:48:00",20.29,18.79,0,436,0.00275859285910685,0 +"2159","2015-02-06 05:49:00",20.29,18.79,0,441,0.00275859285910685,0 +"2160","2015-02-06 05:50:00",20.29,18.79,0,440,0.00275859285910685,0 +"2161","2015-02-06 05:51:00",20.29,18.745,0,437,0.00275195710045601,0 +"2162","2015-02-06 05:51:59",20.29,18.79,0,438.5,0.00275859285910685,0 +"2163","2015-02-06 05:53:00",20.29,18.84,0,433,0.00276596608960277,0 +"2164","2015-02-06 05:54:00",20.245,18.795,0,434,0.00275163119787626,0 +"2165","2015-02-06 05:55:00",20.29,18.76,0,437,0.0027541690043439,0 +"2166","2015-02-06 05:55:59",20.29,18.79,0,435,0.00275859285910685,0 +"2167","2015-02-06 05:57:00",20.29,18.79,0,434,0.00275859285910685,0 +"2168","2015-02-06 05:57:59",20.29,18.79,0,437,0.00275859285910685,0 +"2169","2015-02-06 05:58:59",20.29,18.745,0,434.5,0.00275195710045601,0 +"2170","2015-02-06 06:00:00",20.29,18.745,0,439,0.00275195710045601,0 +"2171","2015-02-06 06:01:00",20.29,18.79,0,433,0.00275859285910685,0 +"2172","2015-02-06 06:02:00",20.29,18.7,0,434,0.00274532148276465,0 +"2173","2015-02-06 06:03:00",20.245,18.745,0,433,0.00274427878643669,0 +"2174","2015-02-06 06:04:00",20.245,18.745,0,432.5,0.00274427878643669,0 +"2175","2015-02-06 06:04:59",20.245,18.745,0,433,0.00274427878643669,0 +"2176","2015-02-06 06:06:00",20.2,18.745,0,433,0.00273661933319912,0 +"2177","2015-02-06 06:07:00",20.245,18.84,0,432,0.00275824851613654,0 +"2178","2015-02-06 06:08:00",20.2,18.79,0,434,0.00274321794569799,0 +"2179","2015-02-06 06:08:59",20.29,18.79,0,433,0.00275859285910685,0 +"2180","2015-02-06 06:10:00",20.245,18.745,0,430.5,0.00274427878643669,0 +"2181","2015-02-06 06:10:59",20.29,18.79,0,433,0.00275859285910685,0 +"2182","2015-02-06 06:11:59",20.29,18.745,0,434,0.00275195710045601,0 +"2183","2015-02-06 06:13:00",20.29,18.84,0,430,0.00276596608960277,0 +"2184","2015-02-06 06:14:00",20.29,18.79,0,431.333333333333,0.00275859285910685,0 +"2185","2015-02-06 06:15:00",20.29,18.7,0,439,0.00274532148276465,0 +"2186","2015-02-06 06:16:00",20.29,18.79,0,439,0.00275859285910685,0 +"2187","2015-02-06 06:16:59",20.29,18.73,0,442,0.00274974521223028,0 +"2188","2015-02-06 06:17:59",20.2,18.7,0,432,0.00273002086008945,0 +"2189","2015-02-06 06:19:00",20.23,18.73,0,427.5,0.00273951991475475,0 +"2190","2015-02-06 06:20:00",20.29,18.745,0,433,0.00275195710045601,0 +"2191","2015-02-06 06:21:00",20.29,18.6,0,437,0.00273057617031989,0 +"2192","2015-02-06 06:22:00",20.29,18.7,0,432,0.00274532148276465,0 +"2193","2015-02-06 06:23:00",20.2,18.7,0,426,0.00273002086008945,0 +"2194","2015-02-06 06:23:59",20.29,18.7,0,431,0.00274532148276465,0 +"2195","2015-02-06 06:24:59",20.29,18.7,0,433.333333333333,0.00274532148276465,0 +"2196","2015-02-06 06:26:00",20.29,18.675,0,429.25,0.00274163508939844,0 +"2197","2015-02-06 06:27:00",20.26,18.6333333333333,0,433.333333333333,0.0027304009979612,0 +"2198","2015-02-06 06:28:00",20.245,18.65,0,430.5,0.00273030968145523,0 +"2199","2015-02-06 06:29:00",20.29,18.7,0,430,0.00274532148276465,0 +"2200","2015-02-06 06:29:59",20.29,18.7,0,433.5,0.00274532148276465,0 +"2201","2015-02-06 06:30:59",20.29,18.6,0,432.5,0.00273057617031989,0 +"2202","2015-02-06 06:32:00",20.29,18.7,0,432,0.00274532148276465,0 +"2203","2015-02-06 06:33:00",20.29,18.7,0,434,0.00274532148276465,0 +"2204","2015-02-06 06:34:00",20.29,18.6,0,429,0.00273057617031989,0 +"2205","2015-02-06 06:35:00",20.29,18.65,0,438,0.00273794873953609,0 +"2206","2015-02-06 06:36:00",20.29,18.7,0,439,0.00274532148276465,0 +"2207","2015-02-06 06:36:59",20.29,18.7,0,433,0.00274532148276465,0 +"2208","2015-02-06 06:38:00",20.29,18.65,0,433.5,0.00273794873953609,0 +"2209","2015-02-06 06:39:00",20.29,18.6,0,431,0.00273057617031989,0 +"2210","2015-02-06 06:40:00",20.3233333333333,18.5666666666667,0,432.666666666667,0.00273130634237627,0 +"2211","2015-02-06 06:40:59",20.39,18.6,0,434,0.0027475731380385,0 +"2212","2015-02-06 06:42:00",20.39,18.6,0,434,0.0027475731380385,0 +"2213","2015-02-06 06:42:59",20.39,18.6,0,436.5,0.0027475731380385,0 +"2214","2015-02-06 06:43:59",20.39,18.6,0,432.666666666667,0.0027475731380385,0 +"2215","2015-02-06 06:45:00",20.39,18.6,0,429.75,0.0027475731380385,0 +"2216","2015-02-06 06:46:00",20.39,18.5,0,428.5,0.0027327363396011,0 +"2217","2015-02-06 06:47:00",20.39,18.6,0,434,0.0027475731380385,0 +"2218","2015-02-06 06:48:00",20.29,18.6,0,435.5,0.00273057617031989,0 +"2219","2015-02-06 06:49:00",20.29,18.39,0,432,0.00269961327968767,0 +"2220","2015-02-06 06:49:59",20.245,18.6,0,433,0.00272295777185017,0 +"2221","2015-02-06 06:51:00",20.29,18.7,0,434,0.00274532148276465,0 +"2222","2015-02-06 06:52:00",20.29,18.65,0,433.5,0.00273794873953609,0 +"2223","2015-02-06 06:53:00",20.2,18.6,0,432,0.00271535808553788,0 +"2224","2015-02-06 06:53:59",20.2,18.6,0,431,0.00271535808553788,0 +"2225","2015-02-06 06:55:00",20.2,18.6,0,435,0.00271535808553788,0 +"2226","2015-02-06 06:55:59",20.2,18.6,0,438,0.00271535808553788,0 +"2227","2015-02-06 06:56:59",20.2,18.6,0,432,0.00271535808553788,0 +"2228","2015-02-06 06:58:00",20.1,18.6,0,430,0.00269853668924176,0 +"2229","2015-02-06 06:59:00",20.2,18.6,0,428.5,0.00271535808553788,0 +"2230","2015-02-06 07:00:00",20.2,18.6,0,432.666666666667,0.00271535808553788,0 +"2231","2015-02-06 07:01:00",20.2,18.6,0,432,0.00271535808553788,0 +"2232","2015-02-06 07:01:59",20.2,18.6,0,430,0.00271535808553788,0 +"2233","2015-02-06 07:02:59",20.2,18.6,0,431.333333333333,0.00271535808553788,0 +"2234","2015-02-06 07:04:00",20.2,18.6,0,432.666666666667,0.00271535808553788,0 +"2235","2015-02-06 07:05:00",20.2,18.6,0,434,0.00271535808553788,0 +"2236","2015-02-06 07:06:00",20.2,18.6,0,429,0.00271535808553788,0 +"2237","2015-02-06 07:07:00",20.2,18.6,0,429,0.00271535808553788,0 +"2238","2015-02-06 07:08:00",20.2,18.6,0,433,0.00271535808553788,0 +"2239","2015-02-06 07:08:59",20.2,18.6,0,436,0.00271535808553788,0 +"2240","2015-02-06 07:09:59",20.2,18.6,0,440,0.00271535808553788,0 +"2241","2015-02-06 07:11:00",20.2,18.6,0,436,0.00271535808553788,0 +"2242","2015-02-06 07:12:00",20.2,18.6,0,435,0.00271535808553788,0 +"2243","2015-02-06 07:13:00",20.2,18.5666666666667,0,430,0.00271047064697228,0 +"2244","2015-02-06 07:14:00",20.2,18.6,0,425.5,0.00271535808553788,0 +"2245","2015-02-06 07:14:59",20.2,18.6,0,432,0.00271535808553788,0 +"2246","2015-02-06 07:15:59",20.245,18.6,0,439.5,0.00272295777185017,0 +"2247","2015-02-06 07:17:00",20.29,18.6,0,434,0.00273057617031989,0 +"2248","2015-02-06 07:18:00",20.29,18.5,0,442,0.00271583155389989,0 +"2249","2015-02-06 07:19:00",20.29,18.5,0,439,0.00271583155389989,0 +"2250","2015-02-06 07:20:00",20.29,18.5666666666667,0,436.666666666667,0.00272566122084624,0 +"2251","2015-02-06 07:21:00",20.29,18.5,0,439,0.00271583155389989,0 +"2252","2015-02-06 07:21:59",20.29,18.5,0,436,0.00271583155389989,0 +"2253","2015-02-06 07:23:00",20.29,18.5,0,435,0.00271583155389989,0 +"2254","2015-02-06 07:24:00",20.29,18.55,0,439,0.00272320377510987,0 +"2255","2015-02-06 07:25:00",20.29,18.5,0,433,0.00271583155389989,0 +"2256","2015-02-06 07:25:59",20.29,18.5,0,435,0.00271583155389989,0 +"2257","2015-02-06 07:27:00",20.29,18.5,0,436,0.00271583155389989,0 +"2258","2015-02-06 07:27:59",20.245,18.5,0,438,0.00270825447173734,0 +"2259","2015-02-06 07:28:59",20.245,18.55,0,439,0.00271560603527957,0 +"2260","2015-02-06 07:30:00",20.2,18.5,0,436.5,0.00270069599925773,0 +"2261","2015-02-06 07:31:00",20.2,18.5,0,432.666666666667,0.00270069599925773,0 +"2262","2015-02-06 07:32:00",20.2,18.5,0,427.5,0.00270069599925773,0 +"2263","2015-02-06 07:33:00",20.2,18.5,0,427,0.00270069599925773,0 +"2264","2015-02-06 07:34:00",20.245,18.55,0,432,0.00271560603527957,0 +"2265","2015-02-06 07:34:59",20.245,18.55,0,438,0.00271560603527957,0 +"2266","2015-02-06 07:36:00",20.2,18.5,0,436,0.00270069599925773,0 +"2267","2015-02-06 07:37:00",20.2,18.5,0,434,0.00270069599925773,0 +"2268","2015-02-06 07:38:00",20.2,18.6,0,435,0.00271535808553788,0 +"2269","2015-02-06 07:38:59",20.2,18.6,0,435,0.00271535808553788,0 +"2270","2015-02-06 07:40:00",20.2,18.6,260.333333333333,434,0.00271535808553788,0 +"2271","2015-02-06 07:40:59",20.2,18.6,401.333333333333,439,0.00271535808553788,1 +"2272","2015-02-06 07:41:59",20.175,18.6,433,437.5,0.002711144108566,0 +"2273","2015-02-06 07:43:00",20.175,18.675,422.5,440.75,0.00272212398426569,0 +"2274","2015-02-06 07:44:00",20.2,18.7,419,442,0.00273002086008945,0 +"2275","2015-02-06 07:45:00",20.175,18.7,419,448.5,0.00272578402860229,0 +"2276","2015-02-06 07:46:00",20.1,18.745,419,451,0.00271966565200899,0 +"2277","2015-02-06 07:46:59",20.15,18.7,419,457.25,0.00272155298507209,1 +"2278","2015-02-06 07:47:59",20.1333333333333,18.7,409,458.666666666667,0.00271873550156601,0 +"2279","2015-02-06 07:49:00",20.175,18.7225,411,456,0.00272907810517298,0 +"2280","2015-02-06 07:50:00",20.125,18.865,411,458,0.00274140981774534,1 +"2281","2015-02-06 07:51:00",20.15,18.89,411,460,0.00274932735405506,1 +"2282","2015-02-06 07:52:00",20.2,18.89,411,459.75,0.0027578820280988,1 +"2283","2015-02-06 07:53:00",20.2,19.05,411,464,0.0027813459918572,1 +"2284","2015-02-06 07:53:59",20.2225,19.05,407.5,463.5,0.00278523619589936,1 +"2285","2015-02-06 07:54:59",20.2675,19.2175,400,470.25,0.00281770037038195,1 +"2286","2015-02-06 07:56:00",20.29,19.2225,400,483.5,0.0028223770615393,1 +"2287","2015-02-06 07:57:00",20.315,19.245,413,488.666666666667,0.00283008460321223,1 +"2288","2015-02-06 07:58:00",20.39,19.22,412.2,496.25,0.00283957702000011,1 +"2289","2015-02-06 07:59:00",20.39,19.26,409,496.25,0.00284551368485454,1 +"2290","2015-02-06 07:59:59",20.4175,19.29,411,497,0.00285483231239523,1 +"2291","2015-02-06 08:00:59",20.4266666666667,19.1633333333333,413,504,0.00283761363273738,1 +"2292","2015-02-06 08:02:00",20.4725,19.0975,411,503.25,0.00283586956883607,1 +"2293","2015-02-06 08:03:00",20.525,19.315,411,509.25,0.00287766626550865,1 +"2294","2015-02-06 08:04:00",20.5,19.2425,405,515,0.00286237602768121,1 +"2295","2015-02-06 08:05:00",20.5666666666667,19.2,409,515.333333333333,0.00286784928706544,1 +"2296","2015-02-06 08:06:00",20.625,19.4175,405,524.5,0.00291098840715561,1 +"2297","2015-02-06 08:06:59",20.65,19.4725,408.5,531,0.00292379571401485,1 +"2298","2015-02-06 08:08:00",20.7,19.5,418.333333333333,530.333333333333,0.00293702219639414,1 +"2299","2015-02-06 08:09:00",20.7,19.5,419,533.666666666667,0.00293702219639414,1 +"2300","2015-02-06 08:10:00",20.7,19.575,419,535.75,0.00294837198145542,1 +"2301","2015-02-06 08:10:59",20.7225,19.6,419,546.25,0.00295626966449128,1 +"2302","2015-02-06 08:12:00",20.7,19.5333333333333,419,547,0.00294206649441474,1 +"2303","2015-02-06 08:12:59",20.79,19.4725,419,546.25,0.00294924006107571,1 +"2304","2015-02-06 08:13:59",20.79,19.5,419,551.25,0.00295342489640642,1 +"2305","2015-02-06 08:15:00",20.79,19.5333333333333,419,560,0.00295849749921988,1 +"2306","2015-02-06 08:16:00",20.79,19.525,419,564,0.00295722934079657,1 +"2307","2015-02-06 08:17:00",20.815,19.625,419,568.75,0.00297704775062286,1 +"2308","2015-02-06 08:18:00",20.79,19.6333333333333,419,572,0.00297371580175007,1 +"2309","2015-02-06 08:19:00",20.84,19.65,419,573,0.00298547070121526,1 +"2310","2015-02-06 08:19:59",20.89,19.72,419,575.25,0.00300543400748227,1 +"2311","2015-02-06 08:21:00",20.865,19.65,419,579.5,0.00299008934004269,1 +"2312","2015-02-06 08:22:00",20.89,19.6,426,583.5,0.00298705753405412,1 +"2313","2015-02-06 08:23:00",20.89,19.6333333333333,423.666666666667,585.333333333333,0.00299216200161059,1 +"2314","2015-02-06 08:23:59",20.89,19.7,426,587.5,0.00300237118686644,1 +"2315","2015-02-06 08:25:00",20.89,19.65,422.5,591.5,0.0029947142666563,1 +"2316","2015-02-06 08:25:59",20.89,19.7,426,594,0.00300237118686644,1 +"2317","2015-02-06 08:26:59",20.89,19.625,419,597.5,0.00299088587690465,1 +"2318","2015-02-06 08:28:00",20.89,19.6333333333333,428.333333333333,595.333333333333,0.00299216200161059,1 +"2319","2015-02-06 08:29:00",20.865,19.675,429.5,590.75,0.00299391183587688,1 +"2320","2015-02-06 08:30:00",20.865,19.7425,429.5,589.75,0.00300423280818658,1 +"2321","2015-02-06 08:31:00",20.8233333333333,19.6666666666667,433,591,0.00298493683482187,1 +"2322","2015-02-06 08:31:59",20.84,19.695,433,589.5,0.0029923405484988,1 +"2323","2015-02-06 08:32:59",20.89,19.7225,433,595.75,0.00300581686216994,1 +"2324","2015-02-06 08:34:00",20.865,19.7225,433,596.75,0.00300117470678015,1 +"2325","2015-02-06 08:35:00",20.8566666666667,19.76,433,598.666666666667,0.00300535972133214,1 +"2326","2015-02-06 08:36:00",20.865,19.7675,433,605.5,0.00300805547702872,1 +"2327","2015-02-06 08:37:00",20.84,19.745,433,609,0.00299997388927963,1 +"2328","2015-02-06 08:38:00",20.84,19.745,433,614,0.00299997388927963,1 +"2329","2015-02-06 08:38:59",20.84,19.745,433,614.75,0.00299997388927963,1 +"2330","2015-02-06 08:39:59",20.89,19.79,433,621,0.00301615411603875,1 +"2331","2015-02-06 08:41:00",20.865,19.7675,433,620.25,0.00300805547702872,1 +"2332","2015-02-06 08:42:00",20.865,19.7675,433,617.5,0.00300805547702872,1 +"2333","2015-02-06 08:43:00",20.865,19.7675,433,621.25,0.00300805547702872,1 +"2334","2015-02-06 08:44:00",20.89,19.79,433,616.666666666667,0.00301615411603875,1 +"2335","2015-02-06 08:44:59",20.865,19.7675,433,620,0.00300805547702872,1 +"2336","2015-02-06 08:45:59",20.8566666666667,19.76,433,628.333333333333,0.00300535972133214,1 +"2337","2015-02-06 08:47:00",20.84,19.7675,433,635.25,0.00300340895346376,1 +"2338","2015-02-06 08:48:00",20.865,19.7675,433,636.5,0.00300805547702872,1 +"2339","2015-02-06 08:49:00",20.89,19.79,433,635.5,0.00301615411603875,1 +"2340","2015-02-06 08:50:00",20.89,19.79,433,635.75,0.00301615411603875,1 +"2341","2015-02-06 08:51:00",20.865,19.7675,433,637.5,0.00300805547702872,1 +"2342","2015-02-06 08:51:59",20.84,19.745,433,629.75,0.00299997388927963,1 +"2343","2015-02-06 08:53:00",20.865,19.7675,433,637.25,0.00300805547702872,1 +"2344","2015-02-06 08:54:00",20.89,19.79,433,647.333333333333,0.00301615411603875,1 +"2345","2015-02-06 08:55:00",20.865,19.7675,433,646,0.00300805547702872,1 +"2346","2015-02-06 08:55:59",20.8233333333333,19.73,433,642.666666666667,0.00299459562233365,1 +"2347","2015-02-06 08:57:00",20.8566666666667,19.7933333333333,433,648,0.003010454028918,1 +"2348","2015-02-06 08:57:59",20.89,19.79,433,655,0.00301615411603875,1 +"2349","2015-02-06 08:58:59",20.9175,19.79,433,650.5,0.0030212854568588,1 +"2350","2015-02-06 09:00:00",20.9266666666667,19.79,433,643.666666666667,0.00302299761050479,1 +"2351","2015-02-06 09:01:00",20.9175,19.79,433,642,0.0030212854568588,1 +"2352","2015-02-06 09:02:00",20.9633333333333,19.79,433,639.333333333333,0.00302985476836808,1 +"2353","2015-02-06 09:03:00",20.89,19.79,436.5,648,0.00301615411603875,1 +"2354","2015-02-06 09:04:00",20.89,19.815,426,649,0.00301998281535946,1 +"2355","2015-02-06 09:04:59",20.89,19.79,433,654,0.00301615411603875,1 +"2356","2015-02-06 09:06:00",20.89,19.9266666666667,433,660,0.00303708491169476,1 +"2357","2015-02-06 09:07:00",20.89,20.1333333333333,442.333333333333,677.333333333333,0.00306873902173689,1 +"2358","2015-02-06 09:08:00",20.89,20.354,435.8,698.2,0.00310254098194816,1 +"2359","2015-02-06 09:08:59",20.89,20.4725,447,709.25,0.00312069444972632,1 +"2360","2015-02-06 09:10:00",20.9266666666667,20.39,442.333333333333,712,0.00311510890191837,1 +"2361","2015-02-06 09:10:59",20.945,20.5,443.5,710,0.00313554997033061,1 +"2362","2015-02-06 09:11:59",20.945,20.445,447,708,0.00312709522572479,1 +"2363","2015-02-06 09:13:00",20.945,20.55,447,707.5,0.00314323630024997,1 +"2364","2015-02-06 09:14:00",20.945,20.6975,447,725.75,0.00316591207479449,1 +"2365","2015-02-06 09:15:00",20.9725,20.7675,438,733.25,0.00318207756450964,1 +"2366","2015-02-06 09:16:00",21,20.79,441,735.333333333333,0.00319096030254309,1 +"2367","2015-02-06 09:16:59",21,20.815,438,740.75,0.00319481714505113,1 +"2368","2015-02-06 09:17:59",21,20.865,438,744.25,0.0032025309728276,1 +"2369","2015-02-06 09:19:00",21,20.79,438,757,0.00319096030254309,1 +"2370","2015-02-06 09:20:00",21,20.79,440,759,0.00319096030254309,1 +"2371","2015-02-06 09:21:00",21,20.815,437.25,752.25,0.00319481714505113,1 +"2372","2015-02-06 09:22:00",21,20.865,438,754.5,0.0032025309728276,1 +"2373","2015-02-06 09:23:00",21.025,20.945,440.25,758.5,0.00321984272199134,1 +"2374","2015-02-06 09:23:59",21.05,21,436.5,764,0.00323333086438862,1 +"2375","2015-02-06 09:24:59",21.05,21.05,441,765.25,0.00324106938547011,1 +"2376","2015-02-06 09:26:00",21.1,21.15,436.5,769.75,0.0032666179277636,1 +"2377","2015-02-06 09:27:00",21.1,21.245,444,780.25,0.00328136808595491,1 +"2378","2015-02-06 09:28:00",21.1,21.29,444,786,0.00328835524589222,1 +"2379","2015-02-06 09:29:00",21.1,21.2225,444,783.25,0.00327787456454339,1 +"2380","2015-02-06 09:29:59",21.1,21.2675,444,787,0.0032848616464043,1 +"2381","2015-02-06 09:30:59",21.1,21.2,444,787.666666666667,0.0032743810821691,1 +"2382","2015-02-06 09:32:00",21.1,21.2,448,786.75,0.0032743810821691,1 +"2383","2015-02-06 09:33:00",21.1,21.2,444,782.5,0.0032743810821691,1 +"2384","2015-02-06 09:34:00",21.1,21.1,454.75,779.75,0.00325885496612408,1 +"2385","2015-02-06 09:35:00",21.1,21.05,454.75,777.5,0.00325109219724338,1 +"2386","2015-02-06 09:36:00",21.1,21.1,460,779.333333333333,0.00325885496612408,1 +"2387","2015-02-06 09:36:59",21.175,21.075,449.5,782.75,0.00327007705069215,1 +"2388","2015-02-06 09:38:00",21.15,21.05,449.5,787.5,0.00326114228977468,1 +"2389","2015-02-06 09:39:00",21.2,21.075,454.75,777,0.00327512524260638,1 +"2390","2015-02-06 09:40:00",21.2,21.0666666666667,449.333333333333,789.666666666667,0.00327382339860608,1 +"2391","2015-02-06 09:40:59",21.175,21.075,460,805.25,0.00327007705069215,1 +"2392","2015-02-06 09:42:00",21.2,20.9975,456,801.25,0.00326301830262213,1 +"2393","2015-02-06 09:42:59",21.2,21,460,796,0.00326340884175517,1 +"2394","2015-02-06 09:43:59",21.2225,21.025,449.5,793.25,0.00327185259165016,1 +"2395","2015-02-06 09:45:00",21.29,20.9633333333333,453,788.333333333333,0.00327581372742662,1 +"2396","2015-02-06 09:46:00",21.2675,21,460,794.5,0.00327702411140154,1 +"2397","2015-02-06 09:47:00",21.29,21,460,797.5,0.00328157363527027,1 +"2398","2015-02-06 09:48:00",21.3233333333333,21.0333333333333,460,810,0.00329357109246129,1 +"2399","2015-02-06 09:49:00",21.29,21,450.75,812.5,0.00328157363527027,1 +"2400","2015-02-06 09:49:59",21.29,21.0333333333333,454.666666666667,813.666666666667,0.00328681000721484,1 +"2401","2015-02-06 09:51:00",21.315,20.9725,444,809.25,0.00328230854413818,1 +"2402","2015-02-06 09:52:00",21.29,21,444,812.333333333333,0.00328157363527027,1 +"2403","2015-02-06 09:53:00",21.29,21.0333333333333,454.666666666667,807.666666666667,0.00328681000721484,1 +"2404","2015-02-06 09:53:59",21.315,21,460,810.5,0.0032866351830872,1 +"2405","2015-02-06 09:55:00",21.34,21,452,811.5,0.00329170360317058,1 +"2406","2015-02-06 09:55:59",21.325,20.978,456,808,0.00328519826458598,1 +"2407","2015-02-06 09:56:59",21.31,20.956,460,804.5,0.0032787018749781,1 +"2408","2015-02-06 09:58:00",21.3233333333333,20.86,460,797.333333333333,0.00326628661412406,1 +"2409","2015-02-06 09:59:00",21.3566666666667,20.9266666666667,460,796.333333333333,0.00328351897769845,1 +"2410","2015-02-06 10:00:00",21.39,20.865,449.5,798.5,0.00328052289186158,1 +"2411","2015-02-06 10:01:00",21.39,20.79,460,796,0.00326866896536751,1 +"2412","2015-02-06 10:01:59",21.34,20.995,449.5,801.25,0.00329091571756336,1 +"2413","2015-02-06 10:02:59",21.34,21.1,449.5,811,0.0033074617322846,1 +"2414","2015-02-06 10:04:00",21.29,21.245,460,821.5,0.00332006301583508,1 +"2415","2015-02-06 10:05:00",21.34,21.2675,455.5,830.25,0.00333385837799151,1 +"2416","2015-02-06 10:06:00",21.29,21.29,457,835,0.00332713300899553,1 +"2417","2015-02-06 10:07:00",21.34,21.2,449.5,831,0.00332322065566757,1 +"2418","2015-02-06 10:08:00",21.315,21.29,454.75,834.75,0.00333226520275809,1 +"2419","2015-02-06 10:08:59",21.29,21.29,460,837,0.00332713300899553,1 +"2420","2015-02-06 10:09:59",21.315,21.29,460,841,0.00333226520275809,1 +"2421","2015-02-06 10:11:00",21.315,21.2675,460,844.5,0.00332872470430793,1 +"2422","2015-02-06 10:12:00",21.39,21.34,460,847,0.00335560819829238,1 +"2423","2015-02-06 10:13:00",21.39,21.2675,454.75,842.5,0.0033441466432948,1 +"2424","2015-02-06 10:14:00",21.39,21.2,453,841,0.00333347591803249,1 +"2425","2015-02-06 10:14:59",21.39,21.2475,449.5,839.5,0.0033409849089552,1 +"2426","2015-02-06 10:15:59",21.365,21.3175,454.75,844.5,0.00334689126491045,1 +"2427","2015-02-06 10:17:00",21.39,21.2,457,847,0.00333347591803249,1 +"2428","2015-02-06 10:18:00",21.39,21.2675,454,847.75,0.0033441466432948,1 +"2429","2015-02-06 10:19:00",21.3233333333333,21.23,464,843.333333333333,0.00332453136508391,1 +"2430","2015-02-06 10:20:00",21.365,21.315,461.5,847.25,0.0033464966480141,1 +"2431","2015-02-06 10:21:00",21.39,21.34,449.5,848.5,0.00335560819829238,1 +"2432","2015-02-06 10:21:59",21.34,21.445,449.5,848.5,0.00336183337511146,1 +"2433","2015-02-06 10:23:00",21.39,21.39,454,854.25,0.00336351296377594,1 +"2434","2015-02-06 10:24:00",21.34,21.1475,455.5,848.25,0.00331494712185242,1 +"2435","2015-02-06 10:25:00",21.3566666666667,21.2,468,844.333333333333,0.00332663598556098,1 +"2436","2015-02-06 10:25:59",21.29,21.2,454,836.5,0.00331299318254051,1 +"2437","2015-02-06 10:27:00",21.3233333333333,21.2,454,838,0.00331980841346625,1 +"2438","2015-02-06 10:27:59",21.315,21.125,469,841.5,0.003306302478428,1 +"2439","2015-02-06 10:28:59",21.34,21,469,832,0.00329170360317058,1 +"2440","2015-02-06 10:30:00",21.315,20.865,469,825,0.00326539589365197,1 +"2441","2015-02-06 10:31:00",21.315,20.9175,465.25,824,0.00327365544586539,1 +"2442","2015-02-06 10:32:00",21.29,21.175,475.25,826.75,0.00330906556645272,1 +"2443","2015-02-06 10:33:00",21.29,21.1,464,824,0.00329728301421794,1 +"2444","2015-02-06 10:34:00",21.29,21.2,459,827.5,0.00331299318254051,1 +"2445","2015-02-06 10:34:59",21.29,21.236,468.2,843.5,0.00331864903638707,1 +"2446","2015-02-06 10:36:00",21.365,21.17,474,845.6,0.0033236097201333,1 +"2447","2015-02-06 10:37:00",21.39,20.79,492.333333333333,837.333333333333,0.00326866896536751,1 +"2448","2015-02-06 10:38:00",21.3233333333333,21.0666666666667,474,825.666666666667,0.00329881838052129,1 +"2449","2015-02-06 10:38:59",21.39,20.97,480.25,831.75,0.00329711914406046,1 +"2450","2015-02-06 10:40:00",21.4725,21.0475,504,832.25,0.00332622797144664,1 +"2451","2015-02-06 10:40:59",21.5,21.1,539.5,843,0.00334021979127877,1 +"2452","2015-02-06 10:41:59",21.5,20.725,509,839,0.00328054259828353,1 +"2453","2015-02-06 10:43:00",21.5,20.84,528.5,832.5,0.00329884239319777,1 +"2454","2015-02-06 10:44:00",21.6,21.0225,499,840,0.00334842756234686,1 +"2455","2015-02-06 10:45:00",21.65,20.9175,497.75,850,0.00334187449611367,1 +"2456","2015-02-06 10:46:00",21.675,21.1,500.25,853.75,0.0033763756804593,1 +"2457","2015-02-06 10:46:59",21.7,21,489,852,0.00336545572585474,1 +"2458","2015-02-06 10:47:59",21.7,20.9725,490.25,856.25,0.0033610247671086,1 +"2459","2015-02-06 10:49:00",21.7,20.945,494,854.5,0.00335659387115217,1 +"2460","2015-02-06 10:50:00",21.7,20.89,485.666666666667,854,0.00334773226760308,1 +"2461","2015-02-06 10:51:00",21.7,20.815,481.5,850.75,0.0033356486674956,1 +"2462","2015-02-06 10:52:00",21.7,20.8925,484,844.5,0.00334813506231597,1 +"2463","2015-02-06 10:53:00",21.7,21.075,482.75,850.75,0.00337754047794719,1 +"2464","2015-02-06 10:53:59",21.73,20.89,477.333333333333,861,0.00335391054716794,1 +"2465","2015-02-06 10:54:59",21.73,20.93,477.333333333333,865,0.00336036728266843,1 +"2466","2015-02-06 10:56:00",21.7675,20.795,485.25,860.75,0.00334627773474081,1 +"2467","2015-02-06 10:57:00",21.754,20.896,485.25,853.25,0.00335983033431899,1 +"2468","2015-02-06 10:58:00",21.73,20.7,482.75,849.75,0.00332324287422974,1 +"2469","2015-02-06 10:59:00",21.79,20.945,464,844.5,0.00337520823685561,1 +"2470","2015-02-06 10:59:59",21.7225,20.87,479,846.75,0.00334913821487917,1 +"2471","2015-02-06 11:00:59",21.745,20.7225,476.75,852.5,0.0033299422525362,1 +"2472","2015-02-06 11:02:00",21.7,20.79,476,851,0.00333162090456645,1 +"2473","2015-02-06 11:03:00",21.7,20.7675,480,854.75,0.00332799596229192,1 +"2474","2015-02-06 11:04:00",21.73,20.73,479,852.666666666667,0.00332808493840404,1 +"2475","2015-02-06 11:05:00",21.7225,20.7,479,848.25,0.00332171157107602,1 +"2476","2015-02-06 11:06:00",21.7225,20.7,485.25,848,0.00332171157107602,1 +"2477","2015-02-06 11:06:59",21.7,20.6,489,846,0.00330101160183458,1 +"2478","2015-02-06 11:08:00",21.7,20.745,489,844.5,0.0033243710620435,1 +"2479","2015-02-06 11:09:00",21.7675,20.7925,471.5,846.75,0.00334587327716802,1 +"2480","2015-02-06 11:10:00",21.76,20.73,471,849,0.00333422534811644,1 +"2481","2015-02-06 11:10:59",21.79,20.55,487.75,837,0.00331121661205061,1 +"2482","2015-02-06 11:12:00",21.79,20.5,467.666666666667,830.333333333333,0.00330311734014026,1 +"2483","2015-02-06 11:12:59",21.79,20.65,469.25,829.5,0.0033274157853251,1 +"2484","2015-02-06 11:13:59",21.73,20.5666666666667,462.333333333333,830.666666666667,0.0033017234962236,1 +"2485","2015-02-06 11:15:00",21.79,20.6,462.75,834.25,0.00331931609377617,1 +"2486","2015-02-06 11:16:00",21.79,20.6225,462.75,833.5,0.00332296092900706,1 +"2487","2015-02-06 11:17:00",21.79,20.5,472.333333333333,827.666666666667,0.00330311734014026,1 +"2488","2015-02-06 11:18:00",21.79,20.678,485,821.25,0.00333195170424639,1 +"2489","2015-02-06 11:19:00",21.745,20.5,479,822.333333333333,0.00329399891137401,1 +"2490","2015-02-06 11:19:59",21.745,20.6,471.5,821.75,0.00331015271078034,1 +"2491","2015-02-06 11:21:00",21.7,20.6666666666667,464,826,0.00331175136679585,1 +"2492","2015-02-06 11:22:00",21.7225,20.65,475.25,829.5,0.00331364536897211,1 +"2493","2015-02-06 11:23:00",21.7,20.6,479,832,0.00330101160183458,1 +"2494","2015-02-06 11:23:59",21.7,20.6,464,823,0.00330101160183458,1 +"2495","2015-02-06 11:25:00",21.7,20.6,469,824,0.00330101160183458,1 +"2496","2015-02-06 11:25:59",21.7,20.6,467.75,825.25,0.00330101160183458,1 +"2497","2015-02-06 11:26:59",21.7,20.625,481.5,830.75,0.00330503897046288,1 +"2498","2015-02-06 11:28:00",21.7,20.5,479,831,0.00328490264608514,1 +"2499","2015-02-06 11:29:00",21.7225,20.6,479,826,0.00330557937496198,1 +"2500","2015-02-06 11:30:00",21.76,20.5333333333333,490.666666666667,818.333333333333,0.00330242542044239,1 +"2501","2015-02-06 11:31:00",21.7225,20.525,502.75,815.75,0.00329348077410498,1 +"2502","2015-02-06 11:31:59",21.7225,20.5,490.25,816,0.00328944801119081,0 +"2503","2015-02-06 11:32:59",21.7,20.5,479,813.25,0.00328490264608514,0 +"2504","2015-02-06 11:34:00",21.7,20.39,474,806,0.00326718375337819,0 +"2505","2015-02-06 11:35:00",21.7,20.525,492.75,804.5,0.00328892980720994,0 +"2506","2015-02-06 11:36:00",21.7,20.46,507,801,0.00327845929618166,1 +"2507","2015-02-06 11:37:00",21.7,20.575,484,796,0.00329698428508366,1 +"2508","2015-02-06 11:38:00",21.7,20.4425,467.75,801,0.00327564037235591,1 +"2509","2015-02-06 11:38:59",21.7,20.39,464,803,0.00326718375337819,1 +"2510","2015-02-06 11:39:59",21.7,20.39,469,795.666666666667,0.00326718375337819,1 +"2511","2015-02-06 11:41:00",21.7,20.4175,464,794,0.00327161338240943,1 +"2512","2015-02-06 11:42:00",21.7,20.5,471,787,0.00328490264608514,1 +"2513","2015-02-06 11:43:00",21.7,20.39,462.75,787,0.00326718375337819,1 +"2514","2015-02-06 11:44:00",21.7,20.39,481.5,788,0.00326718375337819,1 +"2515","2015-02-06 11:44:59",21.7,20.39,479,786.5,0.00326718375337819,1 +"2516","2015-02-06 11:45:59",21.7,20.39,469.25,788.25,0.00326718375337819,1 +"2517","2015-02-06 11:47:00",21.7,20.39,469,788.333333333333,0.00326718375337819,1 +"2518","2015-02-06 11:48:00",21.7,20.39,469,781,0.00326718375337819,1 +"2519","2015-02-06 11:49:00",21.65,20.365,457.75,788.75,0.0032531429315252,1 +"2520","2015-02-06 11:50:00",21.6333333333333,20.3233333333333,460.666666666667,790.666666666667,0.00324312720518315,1 +"2521","2015-02-06 11:51:00",21.65,20.34,465.5,789.5,0.00324912852407748,1 +"2522","2015-02-06 11:51:59",21.7,20.39,474.333333333333,794.333333333333,0.00326718375337819,1 +"2523","2015-02-06 11:53:00",21.675,20.4175,477.75,792.5,0.00326658997353317,1 +"2524","2015-02-06 11:54:00",21.65,20.2475,487.75,789.5,0.00323427566472548,1 +"2525","2015-02-06 11:55:00",21.7,20.5333333333333,492.333333333333,785.5,0.00329027220577913,1 +"2526","2015-02-06 11:55:59",21.7,20.4725,490.25,792.6,0.00328047282876157,1 +"2527","2015-02-06 11:57:00",21.7,20.4266666666667,484,800,0.00327308993936706,1 +"2528","2015-02-06 11:57:59",21.7,20.4633333333333,480.666666666667,795,0.00327899623693499,1 +"2529","2015-02-06 11:58:59",21.7,20.32,491.5,795.75,0.00325590861722737,1 +"2530","2015-02-06 12:00:00",21.675,20.4175,501.5,802,0.00326658997353317,1 +"2531","2015-02-06 12:01:00",21.7,20.39,494,803,0.00326718375337819,1 +"2532","2015-02-06 12:02:00",21.7,20.39,494,796.25,0.00326718375337819,1 +"2533","2015-02-06 12:03:00",21.7,20.39,479,806.666666666667,0.00326718375337819,1 +"2534","2015-02-06 12:04:00",21.7,20.3933333333333,506,805.666666666667,0.00326772067476656,1 +"2535","2015-02-06 12:04:59",21.7,20.29,514,803,0.00325107654049993,1 +"2536","2015-02-06 12:06:00",21.7,20.4175,513.75,800.25,0.00327161338240943,1 +"2537","2015-02-06 12:07:00",21.7,20.39,514,793,0.00326718375337819,1 +"2538","2015-02-06 12:08:00",21.7,20.39,494,791,0.00326718375337819,1 +"2539","2015-02-06 12:08:59",21.7,20.5,514,800.5,0.00328490264608514,1 +"2540","2015-02-06 12:10:00",21.7,20.4266666666667,507.333333333333,808,0.00327308993936706,1 +"2541","2015-02-06 12:10:59",21.7,20.39,567.5,805.5,0.00326718375337819,1 +"2542","2015-02-06 12:11:59",21.7,20.39,512.75,804,0.00326718375337819,1 +"2543","2015-02-06 12:13:00",21.7,20.34,528.5,798.5,0.00325913004320515,1 +"2544","2015-02-06 12:14:00",21.7225,20.315,541.5,806.25,0.00325960718226015,1 +"2545","2015-02-06 12:15:00",21.7,20.2475,533.75,802.5,0.00324423122631609,1 +"2546","2015-02-06 12:16:00",21.73,20.2933333333333,504,794.333333333333,0.00325761340127826,1 +"2547","2015-02-06 12:16:59",21.79,20.3425,494,800.25,0.00327760600493593,1 +"2548","2015-02-06 12:17:59",21.7675,20.3175,496.5,806,0.00326903583036557,1 +"2549","2015-02-06 12:19:00",21.79,20.245,496.5,804.5,0.00326181431677313,1 +"2550","2015-02-06 12:20:00",21.79,20.295,504,801,0.00326991251875266,1 +"2551","2015-02-06 12:21:00",21.79,20.295,489,801.5,0.00326991251875266,1 +"2552","2015-02-06 12:22:00",21.79,20.2675,489,805,0.00326545848170495,1 +"2553","2015-02-06 12:23:00",21.79,20.23,518.666666666667,802.333333333333,0.00325938489708391,1 +"2554","2015-02-06 12:23:59",21.76,20.26,489,800.666666666667,0.00325823428158547,1 +"2555","2015-02-06 12:24:59",21.79,20.2925,486.5,799.5,0.00326950760367163,1 +"2556","2015-02-06 12:26:00",21.79,20.245,471.5,806,0.00326181431677313,1 +"2557","2015-02-06 12:27:00",21.73,20.3566666666667,474,812.666666666667,0.00326783347909749,1 +"2558","2015-02-06 12:28:00",21.745,20.34,484,816.5,0.00326815456824215,1 +"2559","2015-02-06 12:29:00",21.76,20.39,479,820.333333333333,0.00327925123942565,1 +"2560","2015-02-06 12:29:59",21.7675,20.545,479,817.5,0.00330583456706247,1 +"2561","2015-02-06 12:30:59",21.79,20.39,479,811.333333333333,0.0032852996804469,1 +"2562","2015-02-06 12:32:00",21.745,20.39,484,820.75,0.00327623069597488,1 +"2563","2015-02-06 12:33:00",21.745,20.4725,486.5,815.5,0.0032895567628539,1 +"2564","2015-02-06 12:34:00",21.745,20.445,499,821,0.00328511467744824,1 +"2565","2015-02-06 12:35:00",21.745,20.4425,511.5,821.5,0.00328471085463187,1 +"2566","2015-02-06 12:36:00",21.7,20.495,521.5,813,0.00328409722008502,1 +"2567","2015-02-06 12:36:59",21.73,20.3566666666667,504,801.666666666667,0.00326783347909749,1 +"2568","2015-02-06 12:38:00",21.73,20.29,489,799,0.00325707551170042,1 +"2569","2015-02-06 12:39:00",21.7,20.3566666666667,500.666666666667,799.666666666667,0.00326181459021045,1 +"2570","2015-02-06 12:40:00",21.7,20.2675,511,797.25,0.00324745253196683,1 +"2571","2015-02-06 12:40:59",21.7,20.2225,500.25,789.75,0.00324020464092953,1 +"2572","2015-02-06 12:42:00",21.7,20.2,494,780.25,0.00323658075842388,1 +"2573","2015-02-06 12:42:59",21.7,20.1666666666667,497.333333333333,782.333333333333,0.00323121212081626,1 +"2574","2015-02-06 12:43:59",21.7,20.1,495.666666666667,779.333333333333,0.00322047512218536,1 +"2575","2015-02-06 12:45:00",21.7,20.14,492,773.5,0.00322691727711109,1 +"2576","2015-02-06 12:46:00",21.7,20.15,509,771.666666666667,0.00322852783658594,1 +"2577","2015-02-06 12:47:00",21.7,20,509,769,0.00320437031566424,1 +"2578","2015-02-06 12:48:00",21.7,20,495.25,763,0.00320437031566424,1 +"2579","2015-02-06 12:49:00",21.7,20,499,760,0.00320437031566424,1 +"2580","2015-02-06 12:49:59",21.7,20.1,489,752,0.00322047512218536,1 +"2581","2015-02-06 12:51:00",21.7,20.125,481.25,757.5,0.00322450145345648,1 +"2582","2015-02-06 12:52:00",21.7,20.025,489,759,0.00320839643951202,1 +"2583","2015-02-06 12:53:00",21.7,20,377.75,757.75,0.00320437031566424,1 +"2584","2015-02-06 12:53:59",21.7,20.075,44,754.75,0.00321644884277157,0 +"2585","2015-02-06 12:55:00",21.7,20.075,60.25,755,0.00321644884277158,0 +"2586","2015-02-06 12:55:59",21.65,20.05,60.75,753.5,0.00320256516457624,0 +"2587","2015-02-06 12:56:59",21.65,20.05,57,760,0.00320256516457624,0 +"2588","2015-02-06 12:58:00",21.6,20,67,758,0.00318473164725866,0 +"2589","2015-02-06 12:59:00",21.6,20,66.5,751.75,0.00318473164725866,0 +"2590","2015-02-06 13:00:00",21.6,20,53,739.25,0.00318473164725866,0 +"2591","2015-02-06 13:01:00",21.5333333333333,19.9633333333333,58.3333333333333,732,0.00316585374749298,0 +"2592","2015-02-06 13:01:59",21.55,20,61.5,733,0.00317495209552161,0 +"2593","2015-02-06 13:02:59",21.525,20,48.5,723.5,0.00317007223832875,0 +"2594","2015-02-06 13:04:00",21.5,19.9725,62.5,720.25,0.00316082471837625,0 +"2595","2015-02-06 13:05:00",21.5,20,68.75,719.25,0.00316519898334311,0 +"2596","2015-02-06 13:06:00",21.5,19.9725,47,714.333333333333,0.00316082471837625,0 +"2597","2015-02-06 13:07:00",21.4725,19.945,54.5,713.4,0.00315111242045884,0 +"2598","2015-02-06 13:08:00",21.445,19.89,50,708,0.00313706376502723,0 +"2599","2015-02-06 13:08:59",21.39,19.89,50,708.5,0.00312645689641751,0 +"2600","2015-02-06 13:09:59",21.39,19.89,52.3333333333333,701,0.00312645689641751,0 +"2601","2015-02-06 13:11:00",21.39,19.89,57,692.5,0.00312645689641751,0 +"2602","2015-02-06 13:12:00",21.39,19.89,81.25,688.75,0.00312645689641751,0 +"2603","2015-02-06 13:13:00",21.39,19.6966666666667,50,689.666666666667,0.00309591607748975,0 +"2604","2015-02-06 13:14:00",21.34,19.7675,51.75,676.25,0.00309754985994537,0 +"2605","2015-02-06 13:14:59",21.29,19.7266666666667,58.3333333333333,671.333333333333,0.00308160987056291,0 +"2606","2015-02-06 13:15:59",21.29,19.6666666666667,131.333333333333,665.333333333333,0.00307219064941045,0 +"2607","2015-02-06 13:17:00",21.29,19.745,293.5,662.25,0.00308448802253734,1 +"2608","2015-02-06 13:18:00",21.29,19.7,440,660,0.00307742351500443,1 +"2609","2015-02-06 13:19:00",21.29,19.625,483.75,662.5,0.00306564969062438,1 +"2610","2015-02-06 13:20:00",21.29,19.575,492.75,658.75,0.00305780072077818,1 +"2611","2015-02-06 13:21:00",21.29,19.6,499,659.25,0.00306172518106119,1 +"2612","2015-02-06 13:21:59",21.29,19.55,489,652,0.00305387630977445,1 +"2613","2015-02-06 13:23:00",21.29,19.6,479,653.5,0.00306172518106119,1 +"2614","2015-02-06 13:24:00",21.29,19.55,486.5,658.5,0.00305387630977445,1 +"2615","2015-02-06 13:25:00",21.29,19.4175,489,656,0.00303307775413431,1 +"2616","2015-02-06 13:25:59",21.29,19.525,490.25,652.5,0.00304995194804905,1 +"2617","2015-02-06 13:27:00",21.29,19.6,486.5,658.5,0.00306172518106119,1 +"2618","2015-02-06 13:27:59",21.39,19.5,495,665.25,0.00306485175435598,1 +"2619","2015-02-06 13:28:59",21.39,19.5,480.666666666667,660,0.00306485175435598,1 +"2620","2015-02-06 13:30:00",21.39,19.5,485.25,663.25,0.00306485175435598,1 +"2621","2015-02-06 13:31:00",21.445,19.5,494,665,0.00307524859218901,1 +"2622","2015-02-06 13:32:00",21.5,19.5,500.666666666667,668.666666666667,0.00308567645329438,1 +"2623","2015-02-06 13:33:00",21.5,19.4725,508.5,667,0.00308130330108709,1 +"2624","2015-02-06 13:34:00",21.5,19.445,508.5,664,0.00307693021006926,1 +"2625","2015-02-06 13:34:59",21.5,19.4175,500.25,655.25,0.00307255718023959,1 +"2626","2015-02-06 13:36:00",21.5,19.4725,507.5,655.5,0.00308130330108709,1 +"2627","2015-02-06 13:37:00",21.5,19.445,516.5,659,0.00307693021006926,1 +"2628","2015-02-06 13:38:00",21.5,19.365,536.5,656.25,0.00306420883865291,1 +"2629","2015-02-06 13:38:59",21.5,19.39,514,659.5,0.00306818421159682,1 +"2630","2015-02-06 13:40:00",21.5,19.29,516.25,654,0.00305228302321123,1 +"2631","2015-02-06 13:40:59",21.5,19.315,546,647,0.00305625824446108,0 +"2632","2015-02-06 13:41:59",21.5,19.39,573,652.666666666667,0.00306818421159682,0 +"2633","2015-02-06 13:43:00",21.55,19.34,560.75,663.75,0.00306966160411553,0 +"2634","2015-02-06 13:44:00",21.6,19.3566666666667,524,652,0.0030817818824015,0 +"2635","2015-02-06 13:45:00",21.6,19.29,537,653,0.00307111545177247,0 +"2636","2015-02-06 13:46:00",21.625,19.2225,548.75,649.5,0.0030650234197501,0 +"2637","2015-02-06 13:46:59",21.7,19.34,541.5,640,0.00309809939732844,1 +"2638","2015-02-06 13:47:59",21.64,19.31,549.4,645.5,0.0030818848103959,1 +"2639","2015-02-06 13:49:00",21.7,19.1666666666667,509,646,0.00307019585285627,1 +"2640","2015-02-06 13:50:00",21.675,19.125,523.75,637.25,0.00305878636163381,1 +"2641","2015-02-06 13:51:00",21.7,19.12,559.5,632.25,0.0030626837857422,1 +"2642","2015-02-06 13:52:00",21.6333333333333,19.03,549.25,623.25,0.00303573426118885,1 +"2643","2015-02-06 13:53:00",21.6666666666667,19.2,525.333333333333,624,0.00306926860661904,1 +"2644","2015-02-06 13:53:59",21.7,19.2,535.5,633.5,0.00307556172562946,1 +"2645","2015-02-06 13:54:59",21.7,19.075,545.5,634.25,0.0030554401777391,1 +"2646","2015-02-06 13:56:00",21.7,19.1,551,626,0.0030594643836806,1 +"2647","2015-02-06 13:57:00",21.7225,19.1,586,629,0.00306369627833641,1 +"2648","2015-02-06 13:58:00",21.745,19.05,581.75,626.75,0.00305986257422779,1 +"2649","2015-02-06 13:59:00",21.76,19.0666666666667,557.666666666667,626.666666666667,0.00306537537622089,1 +"2650","2015-02-06 13:59:59",21.79,18.9933333333333,571,631,0.00305915765815247,1 +"2651","2015-02-06 14:00:59",21.79,19.05,555.5,629.75,0.00306832968772729,1 +"2652","2015-02-06 14:02:00",21.7675,19,525.25,625,0.00305601180447185,1 +"2653","2015-02-06 14:03:00",21.7675,19,543.75,626,0.00305601180447185,1 +"2654","2015-02-06 14:04:00",21.79,19,563.5,627,0.00306023670648439,1 +"2655","2015-02-06 14:05:00",21.79,19,551.666666666667,630.666666666667,0.00306023670648439,1 +"2656","2015-02-06 14:06:00",21.79,19.15,531,639.25,0.00308451627893368,1 +"2657","2015-02-06 14:06:59",21.76,19.0333333333333,553.333333333333,642.333333333333,0.00305998996399916,1 +"2658","2015-02-06 14:08:00",21.79,19.05,531.5,637,0.00306832968772729,1 +"2659","2015-02-06 14:09:00",21.79,19.1,546.5,654.5,0.003076422878541,1 +"2660","2015-02-06 14:10:00",21.79,19.2,524,658.5,0.00309260988891347,1 +"2661","2015-02-06 14:10:59",21.79,19.2,509,669,0.00309260988891347,1 +"2662","2015-02-06 14:12:00",21.8233333333333,19.23,537.666666666667,673,0.00310381135399823,1 +"2663","2015-02-06 14:12:59",21.89,19.3233333333333,524,680,0.0031317384210383,1 +"2664","2015-02-06 14:13:59",21.815,19.3675,543.25,683.5,0.00312451719861933,1 +"2665","2015-02-06 14:15:00",21.89,19.5,534.666666666667,688.333333333333,0.00316051632812739,1 +"2666","2015-02-06 14:16:00",21.89,19.55,526,709.75,0.00316866149987487,1 +"2667","2015-02-06 14:17:00",21.89,19.675,522,717.75,0.00318902535784885,1 +"2668","2015-02-06 14:18:00",21.89,19.5,549.5,717,0.00316051632812739,1 +"2669","2015-02-06 14:19:00",21.89,19.6,547.75,720.5,0.00317680688387084,1 +"2670","2015-02-06 14:19:59",21.89,19.76,552.333333333333,731,0.00320287353906441,1 +"2671","2015-02-06 14:21:00",21.945,19.79,551,735.5,0.00321860358164257,1 +"2672","2015-02-06 14:22:00",22,19.79,538.333333333333,735.666666666667,0.0032294781187166,1 +"2673","2015-02-06 14:23:00",22,19.7175,555.25,733.25,0.00321758583233142,1 +"2674","2015-02-06 14:23:59",22,19.7675,570,724.75,0.0032257873607345,1 +"2675","2015-02-06 14:25:00",22,19.84,570,729,0.00323767995912783,1 +"2676","2015-02-06 14:25:59",22,19.87,535.5,738,0.00324260116666447,1 +"2677","2015-02-06 14:26:59",22,20,559.333333333333,756.333333333333,0.00326392729455164,1 +"2678","2015-02-06 14:28:00",22,20,566,763.75,0.00326392729455164,1 +"2679","2015-02-06 14:29:00",22.05,20.05,557.25,773.75,0.00328217564472419,1 +"2680","2015-02-06 14:30:00",22.0666666666667,20.0666666666667,562,766,0.00328827575810693,1 +"2681","2015-02-06 14:31:00",22.1,20.075,566.25,760,0.0032963751832523,1 +"2682","2015-02-06 14:31:59",22.1,20.1333333333333,567.666666666667,767,0.00330600460238431,1 +"2683","2015-02-06 14:32:59",22.1,20.1975,562,768.5,0.00331659730598712,1 +"2684","2015-02-06 14:34:00",22.1,20.1,562,767.5,0.00330050204085022,1 +"2685","2015-02-06 14:35:00",22.1,20.1333333333333,554.333333333333,767.666666666667,0.00330600460238431,1 +"2686","2015-02-06 14:36:00",22.125,20.3175,556.75,769.25,0.00334152261381293,1 +"2687","2015-02-06 14:37:00",22.15,20.5,555,790,0.00337686823874045,1 +"2688","2015-02-06 14:38:00",22.1666666666667,20.4633333333333,543.666666666667,799.666666666667,0.00337423855854933,1 +"2689","2015-02-06 14:38:59",22.2,20.5,547,803.75,0.00338722518725759,1 +"2690","2015-02-06 14:39:59",22.2,20.445,539,804.5,0.00337808815466041,1 +"2691","2015-02-06 14:41:00",22.2,20.65,539,802.25,0.00341214572414583,1 +"2692","2015-02-06 14:42:00",22.2,20.7225,539,816.75,0.00342419136227514,1 +"2693","2015-02-06 14:43:00",22.2,20.55,538,812,0.0033955318122178,1 +"2694","2015-02-06 14:44:00",22.2,20.55,541.75,810.333333333333,0.0033955318122178,1 +"2695","2015-02-06 14:44:59",22.2,20.7225,530.5,827,0.00342419136227514,1 +"2696","2015-02-06 14:45:59",22.175,20.745,534.25,830.25,0.00342268518174602,1 +"2697","2015-02-06 14:47:00",22.2,20.65,519,826,0.00341214572414583,1 +"2698","2015-02-06 14:48:00",22.2,20.625,526.75,822.5,0.00340799216341012,1 +"2699","2015-02-06 14:49:00",22.2,20.6633333333333,512,832,0.00341436097909694,1 +"2700","2015-02-06 14:50:00",22.2,20.745,513.5,840,0.00342792975811009,1 +"2701","2015-02-06 14:51:00",22.1333333333333,20.8233333333333,498.666666666667,846,0.00342692208616013,1 +"2702","2015-02-06 14:51:59",22.1666666666667,20.8566666666667,528,853.333333333333,0.0034394546921402,1 +"2703","2015-02-06 14:53:00",22.175,20.8975,528,857.5,0.00344798539445085,1 +"2704","2015-02-06 14:54:00",22.2,20.7,513,860,0.00342045301113125,1 +"2705","2015-02-06 14:55:00",22.2,20.945,523.5,863.5,0.00346116190763739,1 +"2706","2015-02-06 14:55:59",22.2,20.92,523.5,865,0.00345700769581424,1 +"2707","2015-02-06 14:57:00",22.2,21.1475,526,875,0.00349481305730489,1 +"2708","2015-02-06 14:57:59",22.2,21.245,523.5,882.5,0.00351101675417691,1 +"2709","2015-02-06 14:58:59",22.2,21.34,528.75,888.25,0.00352680577917552,1 +"2710","2015-02-06 15:00:00",22.2,21.3175,528.75,894,0.00352306620121933,1 +"2711","2015-02-06 15:01:00",22.2,21.29,528.666666666667,895.333333333333,0.00351849566665982,1 +"2712","2015-02-06 15:02:00",22.2,21.4175,518,893,0.00353968688994445,1 +"2713","2015-02-06 15:03:00",22.175,21.445,518,890,0.00353883417428477,1 +"2714","2015-02-06 15:04:00",22.1666666666667,21.4633333333333,518,898,0.00354006896081683,1 +"2715","2015-02-06 15:04:59",22.175,21.39,513.5,899.25,0.00352970662038708,1 +"2716","2015-02-06 15:06:00",22.2,21.5,513.5,896,0.0035533996230805,1 +"2717","2015-02-06 15:07:00",22.2,21.2925,518.75,902.5,0.00351891116704162,1 +"2718","2015-02-06 15:08:00",22.2,21.4,519,903.333333333333,0.00353677820565809,1 +"2719","2015-02-06 15:08:59",22.2,21.445,509,904.5,0.00354425773419013,1 +"2720","2015-02-06 15:10:00",22.2,21.5,509,905,0.0035533996230805,1 +"2721","2015-02-06 15:10:59",22.2,21.575,512.75,910.75,0.00356586626583119,1 +"2722","2015-02-06 15:11:59",22.2,21.7675,509,915.25,0.00359786625673988,1 +"2723","2015-02-06 15:13:00",22.2,21.6666666666667,509,923.666666666667,0.00358110394844973,1 +"2724","2015-02-06 15:14:00",22.2,21.7675,508.75,930,0.00359786625673988,1 +"2725","2015-02-06 15:15:00",22.15,21.745,514,930.5,0.00358313262624067,1 +"2726","2015-02-06 15:16:00",22.2,21.7,514,925.25,0.00358664510799683,1 +"2727","2015-02-06 15:16:59",22.1666666666667,21.76,509,920.333333333333,0.00358928223034293,1 +"2728","2015-02-06 15:17:59",22.125,21.7475,499,922,0.0035780608196993,1 +"2729","2015-02-06 15:19:00",22.1,21.77,499,924,0.0035762995384961,1 +"2730","2015-02-06 15:20:00",22.1,21.4966666666667,499,919.333333333333,0.00353114237994918,1 +"2731","2015-02-06 15:21:00",22.1,21.1475,499,893.5,0.00347346634582456,1 +"2732","2015-02-06 15:22:00",22.1,21.67,496.5,884.5,0.00355977787054026,1 +"2733","2015-02-06 15:23:00",22.1,21.84,499,914,0.00358786522533605,1 +"2734","2015-02-06 15:23:59",22.1,21.6333333333333,490.666666666667,925,0.00355372014427706,1 +"2735","2015-02-06 15:24:59",22.1,21.1175,504,887,0.00346851138320822,1 +"2736","2015-02-06 15:26:00",22.1,21.575,500.25,884.25,0.00354408309428636,1 +"2737","2015-02-06 15:27:00",22.1,21.6,499,893.333333333333,0.00354821322220911,1 +"2738","2015-02-06 15:28:00",22.1,21.625,496.5,895,0.00355234340467021,1 +"2739","2015-02-06 15:29:00",22.1,21.2925,489,889.75,0.00349741643856871,1 +"2740","2015-02-06 15:29:59",22.1,21.15,489,880.5,0.00347387926291962,1 +"2741","2015-02-06 15:30:59",22.075,21.2225,489,864.75,0.00348051631237202,1 +"2742","2015-02-06 15:32:00",22.1,21.2,481.5,863,0.00348213771931191,1 +"2743","2015-02-06 15:33:00",22.05,21.3975,484,868.5,0.00350400342035632,1 +"2744","2015-02-06 15:34:00",22.0666666666667,21.4933333333333,487.333333333333,876.333333333333,0.00352338444382542,1 +"2745","2015-02-06 15:35:00",22.075,21.3925,484,880.5,0.00350855378876938,1 +"2746","2015-02-06 15:36:00",22.0333333333333,21.5666666666667,487.333333333333,883.666666666667,0.00352825509945877,1 +"2747","2015-02-06 15:36:59",22.1,21.595,484,892,0.00354738719226153,1 +"2748","2015-02-06 15:38:00",22.1,21.225,494,884.5,0.00348626702928911,1 +"2749","2015-02-06 15:39:00",22.1,21.145,494,883.5,0.00347305342927469,1 +"2750","2015-02-06 15:40:00",22.1,21.32,490.25,876,0.00350195890445361,1 +"2751","2015-02-06 15:40:59",22.1,21.5333333333333,479,882.333333333333,0.00353719966894183,1 +"2752","2015-02-06 15:42:00",22.1,21.3925,486.5,908.5,0.00351393481258797,1 +"2753","2015-02-06 15:42:59",22.1,21.1633333333333,479,892.333333333333,0.00347608149663426,1 +"2754","2015-02-06 15:43:59",22.1,21.365,479,878.25,0.00350939217276125,1 +"2755","2015-02-06 15:45:00",22.1,21.0666666666667,479,870,0.00346011565354069,1 +"2756","2015-02-06 15:46:00",22.1,20.9633333333333,479,866.666666666667,0.0034430496191381,1 +"2757","2015-02-06 15:47:00",22.1,21.26,479,863.333333333333,0.00349204815485463,1 +"2758","2015-02-06 15:48:00",22.1,21.445,479,883.5,0.00352260730820437,1 +"2759","2015-02-06 15:49:00",22.1,21.4633333333333,479,896,0.0035256358553889,1 +"2760","2015-02-06 15:49:59",22.1,21.445,475.25,901.75,0.00352260730820437,1 +"2761","2015-02-06 15:51:00",22.1,21.2475,471.5,896.5,0.00348998345488499,1 +"2762","2015-02-06 15:52:00",22.0666666666667,21.0666666666667,464,876.333333333333,0.00345305303685636,1 +"2763","2015-02-06 15:53:00",22.075,21.1725,467.75,865,0.00347227047412126,1 +"2764","2015-02-06 15:53:59",22.05,21.2425,474.5,872,0.00347847904214117,1 +"2765","2015-02-06 15:55:00",22,20.795,474.5,873.5,0.00339437642728385,1 +"2766","2015-02-06 15:55:59",22,20.9633333333333,478,854,0.00342200471525666,1 +"2767","2015-02-06 15:56:59",22,21.2425,474.5,865.25,0.00346782928719183,1 +"2768","2015-02-06 15:58:00",22,20.94,474.5,870.5,0.00341817490584495,1 +"2769","2015-02-06 15:59:00",22,21.1566666666667,478,858.666666666667,0.00345373922628695,1 +"2770","2015-02-06 16:00:00",22.0083333333333,21.0841666666667,478.3,861.633333333333,0.00344359800926237,1 +"2771","2015-02-06 16:01:00",22.0166666666667,21.0116666666667,478.6,864.6,0.00343344579955854,1 +"2772","2015-02-06 16:01:59",22,20.92,477,858.25,0.00341489224939515,1 +"2773","2015-02-06 16:02:59",21.9725,21.315,473,869.75,0.00347386580187436,1 +"2774","2015-02-06 16:04:00",22,21.15,469,877.75,0.00345264487919242,1 +"2775","2015-02-06 16:05:00",22,20.8675,469,867.75,0.00340627544016454,1 +"2776","2015-02-06 16:06:00",22,20.945,469,861,0.00341899557534175,1 +"2777","2015-02-06 16:07:00",22,21.32,469,866.5,0.00348055192640452,1 +"2778","2015-02-06 16:08:00",22,21.3925,469,880.75,0.00349245421876394,1 +"2779","2015-02-06 16:08:59",22,21.05,469,880,0.0034362301323054,1 +"2780","2015-02-06 16:09:59",22,21.2725,469,874,0.00347275411839211,1 +"2781","2015-02-06 16:11:00",21.9633333333333,21.4633333333333,469,885.666666666667,0.00349620985466609,1 +"2782","2015-02-06 16:12:00",21.9725,21.3925,469,901.25,0.00348656736016295,1 +"2783","2015-02-06 16:13:00",21.9633333333333,21.29,469,893.666666666667,0.00346781778870521,1 +"2784","2015-02-06 16:14:00",21.89,21.1725,469,886.5,0.00343308756312797,1 +"2785","2015-02-06 16:14:59",21.89,21.3233333333333,469,879,0.00345768090875961,1 +"2786","2015-02-06 16:15:59",21.9175,21.315,469,879,0.00346216132025755,1 +"2787","2015-02-06 16:17:00",21.89,21.39,469,884.25,0.00346855151214028,1 +"2788","2015-02-06 16:18:00",21.89,21.245,469,877,0.00344490843261269,1 +"2789","2015-02-06 16:19:00",21.89,21.22,469,875.75,0.00344083222024682,1 +"2790","2015-02-06 16:20:00",21.89,21.34,469,877,0.00346039852418017,1 +"2791","2015-02-06 16:21:00",21.89,21.29,461.5,879,0.00345224574876583,1 +"2792","2015-02-06 16:21:59",21.89,21.1725,454,871.75,0.00343308756312797,1 +"2793","2015-02-06 16:23:00",21.89,21.5225,454,880.5,0.00349015795822132,1 +"2794","2015-02-06 16:24:00",21.89,21.39,454,895.666666666667,0.00346855151214028,1 +"2795","2015-02-06 16:25:00",21.89,21.2675,454,896,0.00344857706917022,1 +"2796","2015-02-06 16:25:59",21.865,21.32,459.25,883,0.00345183528393358,1 +"2797","2015-02-06 16:27:00",21.89,21.4966666666667,468,889,0.00348594526353529,1 +"2798","2015-02-06 16:27:59",21.865,21.3175,464.5,890.5,0.00345142827299996,1 +"2799","2015-02-06 16:28:59",21.79,21.53,468,897,0.00347000470919691,1 +"2800","2015-02-06 16:30:00",21.84,21.4425,464.5,913.75,0.0034664537615766,1 +"2801","2015-02-06 16:31:00",21.79,21.1975,464.5,902.5,0.00341612113804534,1 +"2802","2015-02-06 16:32:00",21.76,21.2,468,890.333333333333,0.00341023488811576,1 +"2803","2015-02-06 16:33:00",21.745,21.1725,457,876,0.00340264928168776,1 +"2804","2015-02-06 16:34:00",21.79,21.445,464.5,890,0.00345622907830983,1 +"2805","2015-02-06 16:34:59",21.745,21.34,453.25,893,0.00342971677171415,1 +"2806","2015-02-06 16:36:00",21.73,21.2933333333333,453,891.666666666667,0.00341902206993455,1 +"2807","2015-02-06 16:37:00",21.7225,21.5225,454.75,897.5,0.00345443046971391,1 +"2808","2015-02-06 16:38:00",21.7225,21.5225,460,903.75,0.00345443046971391,1 +"2809","2015-02-06 16:38:59",21.7,21.34,460,908.5,0.00342024367621835,1 +"2810","2015-02-06 16:40:00",21.73,21.5666666666667,460,907,0.0034631549424416,1 +"2811","2015-02-06 16:40:59",21.7225,21.525,460,910.5,0.00345483395650013,1 +"2812","2015-02-06 16:41:59",21.745,21.675,460,917.25,0.00348385878127766,1 +"2813","2015-02-06 16:43:00",21.79,21.6,460,926.5,0.00348134980204223,1 +"2814","2015-02-06 16:44:00",21.79,21.55,460,925,0.00347324612229958,1 +"2815","2015-02-06 16:45:00",21.79,21.6333333333333,460,921.666666666667,0.00348675237186268,1 +"2816","2015-02-06 16:46:00",21.7675,21.7675,460,934,0.00350365142677427,1 +"2817","2015-02-06 16:46:59",21.7675,21.865,460,947.25,0.00351943362075633,1 +"2818","2015-02-06 16:47:59",21.79,21.8233333333333,460,953,0.00351754880204338,1 +"2819","2015-02-06 16:49:00",21.79,21.8175,460,959,0.00351660325248453,1 +"2820","2015-02-06 16:50:00",21.79,21.945,460,959.5,0.00353727091588678,1 +"2821","2015-02-06 16:51:00",21.7675,21.6975,444,962,0.00349232111196078,1 +"2822","2015-02-06 16:52:00",21.76,21.8266666666667,449.333333333333,944,0.0035116096895995,1 +"2823","2015-02-06 16:53:00",21.7225,21.8925,444,953.5,0.00351415217755142,1 +"2824","2015-02-06 16:53:59",21.745,21.815,444,949,0.0035064880701341,1 +"2825","2015-02-06 16:54:59",21.7,21.8233333333333,444,948.666666666667,0.00349814503312957,1 +"2826","2015-02-06 16:56:00",21.745,21.815,444,952.75,0.0035064880701341,1 +"2827","2015-02-06 16:57:00",21.7225,21.97,444,951.25,0.00352666289886336,1 +"2828","2015-02-06 16:58:00",21.79,22.05,444,961.5,0.00355429237009922,1 +"2829","2015-02-06 16:59:00",21.79,21.775,444,964.25,0.00350971433483896,1 +"2830","2015-02-06 16:59:59",21.7675,21.745,444,951,0.00350000949510484,1 +"2831","2015-02-06 17:00:59",21.79,21.7933333333333,444,945.666666666667,0.00351268600619375,1 +"2832","2015-02-06 17:02:00",21.79,21.7225,444,936,0.00350120470488396,1 +"2833","2015-02-06 17:03:00",21.7675,21.79,444,935,0.00350729340085375,1 +"2834","2015-02-06 17:04:00",21.79,21.745,444,938,0.00350485166079896,1 +"2835","2015-02-06 17:05:00",21.7675,21.8175,444,926.75,0.00351174476010142,1 +"2836","2015-02-06 17:06:00",21.7675,21.89,444,932,0.00352348046544661,1 +"2837","2015-02-06 17:06:59",21.79,21.79,447.4,942,0.00351214570021089,1 +"2838","2015-02-06 17:08:00",21.79,21.79,450.666666666667,935,0.00351214570021089,1 +"2839","2015-02-06 17:09:00",21.79,21.79,449,937.5,0.00351214570021089,1 +"2840","2015-02-06 17:10:00",21.79,21.65,438,927.25,0.00348945369177141,1 +"2841","2015-02-06 17:10:59",21.79,21.6,438,916.5,0.00348134980204223,1 +"2842","2015-02-06 17:12:00",21.79,21.745,438,914,0.00350485166079896,1 +"2843","2015-02-06 17:12:59",21.79,21.7,441,910,0.00349755779149528,1 +"2844","2015-02-06 17:13:59",21.79,21.65,437.25,923,0.00348945369177141,1 +"2845","2015-02-06 17:15:00",21.84,21.65,436.5,918.75,0.00350018755285245,1 +"2846","2015-02-06 17:16:00",21.84,21.6,429,904,0.00349205859568566,1 +"2847","2015-02-06 17:17:00",21.79,21.395,432.75,901,0.00344812604947353,1 +"2848","2015-02-06 17:18:00",21.79,21.6,438,893,0.00348134980204223,1 +"2849","2015-02-06 17:19:00",21.79,21.6225,438,885.5,0.00348499652643404,1 +"2850","2015-02-06 17:19:59",21.745,21.575,438,890,0.00346769600595279,1 +"2851","2015-02-06 17:21:00",21.7225,21.5475,438,886.5,0.00345846536100259,1 +"2852","2015-02-06 17:22:00",21.7,21.4266666666667,441,887,0.00343421076761939,1 +"2853","2015-02-06 17:23:00",21.7,21.525,438,883.25,0.003450058799875,1 +"2854","2015-02-06 17:23:59",21.7,21.445,438,874,0.00343716542458736,1 +"2855","2015-02-06 17:25:00",21.7,21.575,447,874,0.00345811742938302,1 +"2856","2015-02-06 17:25:59",21.7,21.5333333333333,447,871.666666666667,0.0034514018903721,1 +"2857","2015-02-06 17:26:59",21.7,21.6,447,879.25,0.00346214682201126,1 +"2858","2015-02-06 17:28:00",21.7,21.516,441.4,872.75,0.00344860826861707,1 +"2859","2015-02-06 17:29:00",21.7,21.36,447,868.5,0.00342346679578799,1 +"2860","2015-02-06 17:30:00",21.7,21.5,443.5,859.75,0.00344602956299322,1 +"2861","2015-02-06 17:31:00",21.7,21.2675,433,848.25,0.00340856014625599,1 +"2862","2015-02-06 17:31:59",21.6666666666667,21.39,433,843,0.00342128270265622,1 +"2863","2015-02-06 17:32:59",21.625,21.315,433,849,0.00340049615612859,1 +"2864","2015-02-06 17:34:00",21.6,21.39,433,841.666666666667,0.00340728297921016,1 +"2865","2015-02-06 17:35:00",21.6,21.39,433,847.5,0.00340728297921016,1 +"2866","2015-02-06 17:36:00",21.6,21.34,433,844.25,0.00339927478840595,1 +"2867","2015-02-06 17:37:00",21.6,21.3233333333333,433,844.333333333333,0.00339660543704568,1 +"2868","2015-02-06 17:38:00",21.6,21.29,433,838.75,0.00339126680268506,1 +"2869","2015-02-06 17:38:59",21.6,21.29,433,831.666666666667,0.00339126680268506,1 +"2870","2015-02-06 17:39:59",21.6,21.2675,433,822.25,0.00338766327601699,1 +"2871","2015-02-06 17:41:00",21.6,21.2,433,817.5,0.00337685294517225,1 +"2872","2015-02-06 17:42:00",21.6,21.1333333333333,433,819,0.00336617644203402,1 +"2873","2015-02-06 17:43:00",21.6,21.1333333333333,433,817.666666666667,0.00336617644203402,1 +"2874","2015-02-06 17:44:00",21.6,21.2,433,818,0.00337685294517225,1 +"2875","2015-02-06 17:44:59",21.625,21.2225,433,819.75,0.00338565881037238,1 +"2876","2015-02-06 17:45:59",21.65,21.2,433,819.5,0.00338725376047017,1 +"2877","2015-02-06 17:47:00",21.6666666666667,21.2266666666667,433,813,0.00339501530594985,1 +"2878","2015-02-06 17:48:00",21.65,21.125,433,811.75,0.00337520552602053,1 +"2879","2015-02-06 17:49:00",21.675,21.175,433,813.75,0.00338844239496995,1 +"2880","2015-02-06 17:50:00",21.7,21.125,433,812,0.00338559723882264,1 +"2881","2015-02-06 17:51:00",21.7,21.05,433,801,0.00337351217535461,1 +"2882","2015-02-06 17:51:59",21.6333333333333,20.9633333333333,433,801,0.00334580555339045,1 +"2883","2015-02-06 17:53:00",21.675,21.175,433,798.75,0.00338844239496995,1 +"2884","2015-02-06 17:54:00",21.7,21.08,433,805.75,0.00337834614469325,1 +"2885","2015-02-06 17:55:00",21.7,20.89,433,802.25,0.00334773226760308,1 +"2886","2015-02-06 17:55:59",21.625,20.9975,433,791.5,0.00334957090815663,1 +"2887","2015-02-06 17:57:00",21.65,20.9175,433,790.5,0.00334187449611367,1 +"2888","2015-02-06 17:57:59",21.65,20.89,433,780.5,0.00333745739733991,1 +"2889","2015-02-06 17:58:59",21.7,20.9175,433,781,0.0033521630379841,1 +"2890","2015-02-06 18:00:00",21.7,20.9633333333333,433,780.333333333333,0.00335954779481322,1 +"2891","2015-02-06 18:01:00",21.7,20.8566666666667,433,778,0.00334236172101358,1 +"2892","2015-02-06 18:02:00",21.7,20.865,433,778.5,0.00334370434901292,1 +"2893","2015-02-06 18:03:00",21.7,20.945,433,780.75,0.00335659387115217,1 +"2894","2015-02-06 18:04:00",21.7,20.84,433,772,0.00333967648231076,1 +"2895","2015-02-06 18:04:59",21.7,20.89,433,777,0.00334773226760308,1 +"2896","2015-02-06 18:06:00",21.7,20.89,426,780.5,0.00334773226760308,1 +"2897","2015-02-06 18:07:00",21.7,20.84,0,778.5,0.00333967648231076,0 +"2898","2015-02-06 18:08:00",21.675,20.9725,0,781.25,0.00335586333441947,0 +"2899","2015-02-06 18:08:59",21.65,20.795,0,780.5,0.00332219880895834,0 +"2900","2015-02-06 18:10:00",21.6,20.6,0,775.5,0.00328077753860833,0 +"2901","2015-02-06 18:10:59",21.5333333333333,20.7,0,763.333333333333,0.00328329353292887,0 +"2902","2015-02-06 18:11:59",21.5,20.6,0,758,0.003260652731688,0 +"2903","2015-02-06 18:13:00",21.5,20.7,0,750.5,0.00327656452373195,0 +"2904","2015-02-06 18:14:00",21.5,20.7,0,746,0.00327656452373195,0 +"2905","2015-02-06 18:15:00",21.5,20.65,0,750,0.00326860852647943,0 +"2906","2015-02-06 18:16:00",21.5,20.7,0,740,0.00327656452373195,0 +"2907","2015-02-06 18:16:59",21.445,20.6,0,738.5,0.00324963047449355,0 +"2908","2015-02-06 18:17:59",21.39,20.5,0,730.666666666667,0.00322283801142109,0 +"2909","2015-02-06 18:19:00",21.39,20.5,0,725.5,0.00322283801142109,0 +"2910","2015-02-06 18:20:00",21.39,20.5,0,724,0.00322283801142109,0 +"2911","2015-02-06 18:21:00",21.39,20.5,0,722.5,0.00322283801142109,0 +"2912","2015-02-06 18:22:00",21.39,20.5,0,719,0.00322283801142109,0 +"2913","2015-02-06 18:23:00",21.3233333333333,20.5,0,711,0.00320962645897761,0 +"2914","2015-02-06 18:23:59",21.3233333333333,20.5,0,703.666666666667,0.00320962645897761,0 +"2915","2015-02-06 18:24:59",21.29,20.5,0,703,0.00320303857907321,0 +"2916","2015-02-06 18:26:00",21.29,20.3933333333333,0,704.333333333333,0.00318628698691509,0 +"2917","2015-02-06 18:27:00",21.29,20.29,0,689,0.00317005973802837,0 +"2918","2015-02-06 18:28:00",21.2,20.29,0,686.5,0.00315251532968655,0 +"2919","2015-02-06 18:29:00",21.2,20.245,0,674.5,0.00314548819317666,0 +"2920","2015-02-06 18:29:59",21.2,20.15,0,672,0.00313065364599599,0 +"2921","2015-02-06 18:30:59",21.2,20.2,0,666.5,0.00313846121464453,0 +"2922","2015-02-06 18:32:00",21.175,20.2,0,664.75,0.00313362472876263,0 +"2923","2015-02-06 18:33:00",21.1,20.15,0,664.5,0.00311139531096488,0 +"2924","2015-02-06 18:34:00",21.1,20.2,0,661,0.00311915461141429,0 +"2925","2015-02-06 18:35:00",21.1,20.2,0,649.5,0.00311915461141429,0 +"2926","2015-02-06 18:36:00",21.1,20.1,0,647,0.00310363620313794,0 +"2927","2015-02-06 18:36:59",21.1,20.1,0,645.5,0.00310363620313794,0 +"2928","2015-02-06 18:38:00",21.05,20.05,0,644,0.00308633535114804,0 +"2929","2015-02-06 18:39:00",21,20,0,636.5,0.00306910858506558,0 +"2930","2015-02-06 18:40:00",21,20,0,630.5,0.00306910858506558,0 +"2931","2015-02-06 18:40:59",21,20,0,626,0.00306910858506558,0 +"2932","2015-02-06 18:42:00",21,20,0,625,0.00306910858506558,0 +"2933","2015-02-06 18:42:59",21,20,0,625.5,0.00306910858506558,0 +"2934","2015-02-06 18:43:59",21,19.945,0,624,0.00306062700616612,0 +"2935","2015-02-06 18:45:00",21,19.89,0,614,0.00305214565743707,0 +"2936","2015-02-06 18:46:00",20.89,20,0,616.5,0.00304831664828052,0 +"2937","2015-02-06 18:47:00",20.9266666666667,20,0,609.666666666667,0.00305523347455462,0 +"2938","2015-02-06 18:48:00",21,19.8933333333333,0,607.5,0.00305265967202019,0 +"2939","2015-02-06 18:49:00",21,19.89,0,602,0.00305214565743707,0 +"2940","2015-02-06 18:49:59",21,19.89,0,598,0.00305214565743707,0 +"2941","2015-02-06 18:51:00",20.89,19.79,0,595.5,0.00301615411603875,0 +"2942","2015-02-06 18:52:00",21,19.79,0,593,0.00303672561304647,0 +"2943","2015-02-06 18:53:00",20.89,19.79,0,592,0.00301615411603875,0 +"2944","2015-02-06 18:53:59",20.89,19.79,0,582,0.00301615411603875,0 +"2945","2015-02-06 18:55:00",20.89,19.79,0,581.666666666667,0.00301615411603875,0 +"2946","2015-02-06 18:55:59",20.89,19.79,0,576.5,0.00301615411603875,0 +"2947","2015-02-06 18:56:59",20.945,19.79,0,572.5,0.00302642448004896,0 +"2948","2015-02-06 18:58:00",20.89,19.79,0,575.5,0.00301615411603875,0 +"2949","2015-02-06 18:59:00",20.89,19.745,0,578.5,0.00300926257546607,0 +"2950","2015-02-06 19:00:00",21,19.79,0,578,0.00303672561304647,0 +"2951","2015-02-06 19:01:00",20.945,19.7,0,572.5,0.00301259439214521,0 +"2952","2015-02-06 19:01:59",20.9633333333333,19.6333333333333,0,574.333333333333,0.00300575314746671,0 +"2953","2015-02-06 19:02:59",20.945,19.695,0,570,0.003011826071874,0 +"2954","2015-02-06 19:04:00",21,19.5,0,569,0.00299201178647348,0 +"2955","2015-02-06 19:05:00",20.89,19.65,0,562,0.0029947142666563,0 +"2956","2015-02-06 19:06:00",20.89,19.5,0,562,0.00297174463164605,0 +"2957","2015-02-06 19:07:00",20.79,19.6,0,550,0.0029686429518897,0 +"2958","2015-02-06 19:08:00",20.84,19.65,0,551,0.00298547070121526,0 +"2959","2015-02-06 19:08:59",20.79,19.6,0,551.666666666667,0.0029686429518897,0 +"2960","2015-02-06 19:09:59",20.79,19.6,0,547,0.0029686429518897,0 +"2961","2015-02-06 19:11:00",20.79,19.5,0,537,0.00295342489640642,0 +"2962","2015-02-06 19:12:00",20.7,19.39,0,532.5,0.00292037659066632,0 +"2963","2015-02-06 19:13:00",20.79,19.5,0,533,0.00295342489640642,0 +"2964","2015-02-06 19:14:00",20.745,19.445,0,536,0.00293686726080581,0 +"2965","2015-02-06 19:14:59",20.7,19.4266666666667,0,530,0.00292592502738214,0 +"2966","2015-02-06 19:15:59",20.7,19.4725,0,531.4,0.00293286071182929,0 +"2967","2015-02-06 19:17:00",20.7,19.445,0,520,0.00292869928268711,0 +"2968","2015-02-06 19:18:00",20.7,19.39,0,521.5,0.00292037659066632,0 +"2969","2015-02-06 19:19:00",20.7,19.5,0,528.5,0.00293702219639414,0 +"2970","2015-02-06 19:20:00",20.7,19.5,0,530,0.00293702219639414,0 +"2971","2015-02-06 19:21:00",20.6333333333333,19.3233333333333,0,523.666666666667,0.00289830100827254,0 +"2972","2015-02-06 19:21:59",20.6,19.29,0,525,0.00288731093257501,0 +"2973","2015-02-06 19:23:00",20.6,19.34,0,523,0.00289482972125133,0 +"2974","2015-02-06 19:24:00",20.6,19.3566666666667,0,525,0.00289733602435152,0 +"2975","2015-02-06 19:25:00",20.6,19.29,0,517.5,0.00288731093257501,0 +"2976","2015-02-06 19:25:59",20.6,19.39,0,519.5,0.00290234869086544,0 +"2977","2015-02-06 19:27:00",20.6333333333333,19.39,0,519.333333333333,0.00290834707652056,0 +"2978","2015-02-06 19:27:59",20.6,19.29,0,516,0.00288731093257501,0 +"2979","2015-02-06 19:28:59",20.6,19.29,0,516,0.00288731093257501,0 +"2980","2015-02-06 19:30:00",20.65,19.29,0,513.5,0.00289626574477497,0 +"2981","2015-02-06 19:31:00",20.6,19.29,0,509.5,0.00288731093257501,0 +"2982","2015-02-06 19:32:00",20.5,19.29,0,502,0.00286947438284154,0 +"2983","2015-02-06 19:33:00",20.5,19.29,0,503,0.00286947438284154,0 +"2984","2015-02-06 19:34:00",20.5,19.29,0,501,0.00286947438284154,0 +"2985","2015-02-06 19:34:59",20.39,19.245,0,500.5,0.00284328742231428,0 +"2986","2015-02-06 19:36:00",20.34,19.29,0,498,0.00284113758590851,0 +"2987","2015-02-06 19:37:00",20.39,19.445,0,499,0.0028729722272785,0 +"2988","2015-02-06 19:38:00",20.39,19.29,0,497,0.00284996625752727,0 +"2989","2015-02-06 19:38:59",20.39,19.34,0,498,0.00285738735299901,0 +"2990","2015-02-06 19:40:00",20.39,19.29,0,492,0.00284996625752727,0 +"2991","2015-02-06 19:40:59",20.5,19.29,0,492.5,0.00286947438284154,0 +"2992","2015-02-06 19:41:59",20.5,19.29,0,491.5,0.00286947438284154,0 +"2993","2015-02-06 19:43:00",20.445,19.245,0,492,0.00285300391506558,0 +"2994","2015-02-06 19:44:00",20.39,19.29,0,490.5,0.00284996625752727,0 +"2995","2015-02-06 19:45:00",20.39,19.34,0,492,0.00285738735299901,0 +"2996","2015-02-06 19:46:00",20.5,19.34,0,489.5,0.00287694650987218,0 +"2997","2015-02-06 19:46:59",20.445,19.29,0,488,0.00285970567861715,0 +"2998","2015-02-06 19:47:59",20.39,19.29,0,484.5,0.00284996625752727,0 +"2999","2015-02-06 19:49:00",20.39,19.245,0,485.5,0.00284328742231428,0 +"3000","2015-02-06 19:50:00",20.445,19.29,0,481.5,0.00285970567861715,0 +"3001","2015-02-06 19:51:00",20.5,19.29,0,484,0.00286947438284154,0 +"3002","2015-02-06 19:52:00",20.5,19.29,0,483,0.00286947438284154,0 +"3003","2015-02-06 19:53:00",20.5,19.29,0,479,0.00286947438284154,0 +"3004","2015-02-06 19:53:59",20.5,19.245,0,483,0.00286274962130062,0 +"3005","2015-02-06 19:54:59",20.5,19.26,0,479,0.00286499119239843,0 +"3006","2015-02-06 19:56:00",20.5,19.2,0,481,0.0028560250045001,0 +"3007","2015-02-06 19:57:00",20.39,19.2,0,477,0.00283660872987593,0 +"3008","2015-02-06 19:58:00",20.39,19.2,0,475,0.00283660872987593,0 +"3009","2015-02-06 19:59:00",20.39,19.29,0,474,0.00284996625752727,0 +"3010","2015-02-06 19:59:59",20.39,19.245,0,476,0.00284328742231428,0 +"3011","2015-02-06 20:00:59",20.39,19.2,0,472,0.00283660872987593,0 +"3012","2015-02-06 20:02:00",20.39,19.2,0,474,0.00283660872987593,0 +"3013","2015-02-06 20:03:00",20.39,19.2,0,479,0.00283660872987593,0 +"3014","2015-02-06 20:04:00",20.39,19.2,0,476,0.00283660872987593,0 +"3015","2015-02-06 20:05:00",20.39,19.245,0,476.5,0.00284328742231428,0 +"3016","2015-02-06 20:06:00",20.39,19.2,0,472.333333333333,0.00283660872987593,0 +"3017","2015-02-06 20:06:59",20.39,19.245,0,473,0.00284328742231428,0 +"3018","2015-02-06 20:08:00",20.39,19.2,0,471,0.00283660872987593,0 +"3019","2015-02-06 20:09:00",20.445,19.2,0,471.5,0.00284630229526837,0 +"3020","2015-02-06 20:10:00",20.5,19.2,0,467,0.0028560250045001,0 +"3021","2015-02-06 20:10:59",20.5,19.2,0,455,0.0028560250045001,0 +"3022","2015-02-06 20:12:00",20.445,19.15,0,458.5,0.00283885621964441,0 +"3023","2015-02-06 20:12:59",20.39,19.1,0,462,0.00282176770226941,0 +"3024","2015-02-06 20:13:59",20.39,19.1,0,465,0.00282176770226941,0 +"3025","2015-02-06 20:15:00",20.39,19.2,0,468.5,0.00283660872987593,0 +"3026","2015-02-06 20:16:00",20.39,19.1,0,463,0.00282176770226941,0 +"3027","2015-02-06 20:17:00",20.39,19.1,0,458.5,0.00282176770226941,0 +"3028","2015-02-06 20:18:00",20.39,19.2,0,454,0.00283660872987593,0 +"3029","2015-02-06 20:19:00",20.39,19.15,0,462,0.00282918812794615,0 +"3030","2015-02-06 20:19:59",20.39,19.1,0,463.333333333333,0.00282176770226941,0 +"3031","2015-02-06 20:21:00",20.39,19.1,0,458,0.00282176770226941,0 +"3032","2015-02-06 20:22:00",20.29,19.1666666666667,0,460,0.00281414214528258,0 +"3033","2015-02-06 20:23:00",20.29,19.2,0,457,0.00281905848708509,0 +"3034","2015-02-06 20:23:59",20.29,19.1,0,466,0.00280430969377713,0 +"3035","2015-02-06 20:25:00",20.29,19.2,0,465.5,0.00281905848708509,0 +"3036","2015-02-06 20:25:59",20.29,19.2,0,461.5,0.00281905848708509,0 +"3037","2015-02-06 20:26:59",20.2675,19.175,0,458,0.00281144078687036,0 +"3038","2015-02-06 20:28:00",20.245,19.245,0,464,0.00281781068918898,0 +"3039","2015-02-06 20:29:00",20.245,19.245,0,465.5,0.00281781068918898,0 +"3040","2015-02-06 20:30:00",20.29,19.245,0,464,0.00282569567124529,0 +"3041","2015-02-06 20:31:00",20.245,19.245,0,459.5,0.00281781068918898,0 +"3042","2015-02-06 20:31:59",20.29,19.245,0,455.5,0.00282569567124529,0 +"3043","2015-02-06 20:32:59",20.29,19.2,0,454,0.00281905848708509,0 +"3044","2015-02-06 20:34:00",20.29,19.2,0,457.666666666667,0.00281905848708509,0 +"3045","2015-02-06 20:35:00",20.29,19.2,0,462,0.00281905848708509,0 +"3046","2015-02-06 20:36:00",20.29,19.2,0,457,0.00281905848708509,0 +"3047","2015-02-06 20:37:00",20.26,19.1966666666667,0,458.666666666667,0.00281332136702797,0 +"3048","2015-02-06 20:38:00",20.29,19.29,0,459,0.00283233299641491,0 +"3049","2015-02-06 20:38:59",20.29,19.2,0,452,0.00281905848708509,0 +"3050","2015-02-06 20:39:59",20.29,19.2,0,455,0.00281905848708509,0 +"3051","2015-02-06 20:41:00",20.29,19.1,0,458,0.00280430969377713,0 +"3052","2015-02-06 20:42:00",20.29,19.2,0,459.5,0.00281905848708509,0 +"3053","2015-02-06 20:43:00",20.29,19.2,0,452.5,0.00281905848708509,0 +"3054","2015-02-06 20:44:00",20.29,19.2,0,451,0.00281905848708509,0 +"3055","2015-02-06 20:44:59",20.29,19.2,0,455,0.00281905848708509,0 +"3056","2015-02-06 20:45:59",20.245,19.2,0,452.5,0.00281119210913326,0 +"3057","2015-02-06 20:47:00",20.2,19.15,0,449,0.00279601186423001,0 +"3058","2015-02-06 20:48:00",20.2,19.2,0,452,0.00280334505861515,0 +"3059","2015-02-06 20:49:00",20.29,19.2,0,454,0.00281905848708509,0 +"3060","2015-02-06 20:50:00",20.2,19.1,0,453,0.00278867884197938,0 +"3061","2015-02-06 20:51:00",20.2,19.1,0,449,0.00278867884197938,0 +"3062","2015-02-06 20:51:59",20.2,19.1,0,450,0.00278867884197938,0 +"3063","2015-02-06 20:53:00",20.15,19.1,0,450,0.00278002821422076,0 +"3064","2015-02-06 20:54:00",20.2,19.2,0,452,0.00280334505861515,0 +"3065","2015-02-06 20:55:00",20.2,19.2,0,448.5,0.00280334505861515,0 +"3066","2015-02-06 20:55:59",20.2,19.1333333333333,0,448.666666666667,0.00279356750435404,0 +"3067","2015-02-06 20:57:00",20.15,19.15,0,452,0.00278733838757056,0 +"3068","2015-02-06 20:57:59",20.2,19.1,0,461.5,0.00278867884197938,0 +"3069","2015-02-06 20:58:59",20.2,19.1,0,455,0.00278867884197938,0 +"3070","2015-02-06 21:00:00",20.2,19,0,455,0.0027740133138574,0 +"3071","2015-02-06 21:01:00",20.2,19.1,0,450,0.00278867884197938,0 +"3072","2015-02-06 21:02:00",20.2,19.1,0,449,0.00278867884197938,0 +"3073","2015-02-06 21:03:00",20.2,19.0666666666667,0,449.333333333333,0.00278379025610625,0 +"3074","2015-02-06 21:04:00",20.2,19.1,0,450,0.00278867884197938,0 +"3075","2015-02-06 21:04:59",20.2,19,0,447,0.0027740133138574,0 +"3076","2015-02-06 21:06:00",20.2,19.1,0,445,0.00278867884197938,0 +"3077","2015-02-06 21:07:00",20.2,19.1,0,446,0.00278867884197938,0 +"3078","2015-02-06 21:08:00",20.2,19,0,450,0.0027740133138574,0 +"3079","2015-02-06 21:08:59",20.2,19.0333333333333,0,452.333333333333,0.00277890174673286,0 +"3080","2015-02-06 21:10:00",20.2,19.05,0,448,0.0027813459918572,0 +"3081","2015-02-06 21:10:59",20.15,19.1,0,447.5,0.00278002821422076,0 +"3082","2015-02-06 21:11:59",20.2,19.1,0,448.5,0.00278867884197938,0 +"3083","2015-02-06 21:13:00",20.2,19.1,0,447,0.00278867884197938,0 +"3084","2015-02-06 21:14:00",20.2,19.1,0,443.666666666667,0.00278867884197938,0 +"3085","2015-02-06 21:15:00",20.2,19.05,0,442,0.0027813459918572,0 +"3086","2015-02-06 21:16:00",20.15,19,0,443,0.00276540838069467,0 +"3087","2015-02-06 21:16:59",20.1333333333333,19.0666666666667,0,444.333333333333,0.00277228163934065,0 +"3088","2015-02-06 21:17:59",20.15,19.05,0,442,0.0027727182119308,0 +"3089","2015-02-06 21:19:00",20.1666666666667,19.1,0,446.333333333333,0.0027829091286467,0 +"3090","2015-02-06 21:20:00",20.2,19,0,447.5,0.0027740133138574,0 +"3091","2015-02-06 21:21:00",20.2,19,0,448.5,0.0027740133138574,0 +"3092","2015-02-06 21:22:00",20.1,19.1,0,450,0.0027714012152491,0 +"3093","2015-02-06 21:23:00",20.2,19.1,0,453,0.00278867884197938,0 +"3094","2015-02-06 21:23:59",20.2,19,0,453,0.0027740133138574,0 +"3095","2015-02-06 21:24:59",20.2,19.0333333333333,0,450.333333333333,0.00277890174673286,0 +"3096","2015-02-06 21:26:00",20.15,18.945,0,440.5,0.00275736776389493,0 +"3097","2015-02-06 21:27:00",20.2,19.05,0,444.5,0.0027813459918572,0 +"3098","2015-02-06 21:28:00",20.2,18.89,0,450,0.0027578820280988,0 +"3099","2015-02-06 21:29:00",20.2,19,0,447,0.0027740133138574,0 +"3100","2015-02-06 21:29:59",20.2,19,0,446,0.0027740133138574,0 +"3101","2015-02-06 21:30:59",20.2,19,0,441.5,0.0027740133138574,0 +"3102","2015-02-06 21:32:00",20.2,18.9266666666667,0,441.333333333333,0.00276325903079532,0 +"3103","2015-02-06 21:33:00",20.2,18.89,0,443,0.0027578820280988,0 +"3104","2015-02-06 21:34:00",20.2,19,0,438.5,0.0027740133138574,0 +"3105","2015-02-06 21:35:00",20.2,18.945,0,440.5,0.00276594756685176,0 +"3106","2015-02-06 21:36:00",20.2,18.89,0,442.666666666667,0.0027578820280988,0 +"3107","2015-02-06 21:36:59",20.2,18.89,0,444,0.0027578820280988,0 +"3108","2015-02-06 21:38:00",20.15,18.945,0,444.5,0.00275736776389493,0 +"3109","2015-02-06 21:39:00",20.1666666666667,18.9266666666667,0,444.5,0.00275754214259837,0 +"3110","2015-02-06 21:40:00",20.2,18.9266666666667,0,444,0.00276325903079532,0 +"3111","2015-02-06 21:40:59",20.2,18.89,0,446,0.0027578820280988,0 +"3112","2015-02-06 21:42:00",20.2,18.89,0,446,0.0027578820280988,0 +"3113","2015-02-06 21:42:59",20.2,18.89,0,443.5,0.0027578820280988,0 +"3114","2015-02-06 21:43:59",20.2,18.89,0,440.5,0.0027578820280988,0 +"3115","2015-02-06 21:45:00",20.2,18.9633333333333,0,445.666666666667,0.00276863612604739,0 +"3116","2015-02-06 21:46:00",20.2,19,0,445,0.0027740133138574,0 +"3117","2015-02-06 21:47:00",20.2,19,0,445.5,0.0027740133138574,0 +"3118","2015-02-06 21:48:00",20.2,18.89,0,445,0.0027578820280988,0 +"3119","2015-02-06 21:49:00",20.1,18.89,0,443.5,0.00274079604409978,0 +"3120","2015-02-06 21:49:59",20.2,18.89,0,439.5,0.0027578820280988,0 +"3121","2015-02-06 21:51:00",20.2,18.89,0,443.5,0.0027578820280988,0 +"3122","2015-02-06 21:52:00",20.2,18.89,0,441,0.0027578820280988,0 +"3123","2015-02-06 21:53:00",20.15,18.89,0,442,0.00274932735405506,0 +"3124","2015-02-06 21:53:59",20.15,18.89,0,444,0.00274932735405506,0 +"3125","2015-02-06 21:55:00",20.1333333333333,18.89,0,441.666666666667,0.00274648099076732,0 +"3126","2015-02-06 21:55:59",20.05,18.89,0,436,0.00273228804345741,0 +"3127","2015-02-06 21:56:59",20.05,18.89,0,444,0.00273228804345741,0 +"3128","2015-02-06 21:58:00",20,18.89,0,443,0.00272380329745947,0 +"3129","2015-02-06 21:59:00",20.1,18.89,0,444,0.00274079604409978,0 +"3130","2015-02-06 22:00:00",20.1,18.89,0,444,0.00274079604409978,0 +"3131","2015-02-06 22:01:00",20.1,18.79,0,447,0.00272622320693274,0 +"3132","2015-02-06 22:01:59",20.05,18.89,0,444,0.00273228804345741,0 +"3133","2015-02-06 22:02:59",20.05,18.89,0,443.5,0.00273228804345741,0 +"3134","2015-02-06 22:04:00",20.05,18.89,0,438.5,0.00273228804345741,0 +"3135","2015-02-06 22:05:00",20,18.89,0,440,0.00272380329745947,0 +"3136","2015-02-06 22:06:00",20,18.89,0,441,0.00272380329745947,0 +"3137","2015-02-06 22:07:00",20,18.89,0,440.666666666667,0.00272380329745947,0 +"3138","2015-02-06 22:08:00",20.1,19,0,441,0.00275682695025823,0 +"3139","2015-02-06 22:08:59",20,18.89,0,443,0.00272380329745947,0 +"3140","2015-02-06 22:09:59",20,18.79,0,442,0.00270932120270335,0 +"3141","2015-02-06 22:11:00",20.1,18.89,0,439,0.00274079604409978,0 +"3142","2015-02-06 22:12:00",19.945,18.84,0,436.5,0.00270728058756142,0 +"3143","2015-02-06 22:13:00",20,18.89,0,443,0.00272380329745947,0 +"3144","2015-02-06 22:14:00",20,18.89,0,439.666666666667,0.00272380329745947,0 +"3145","2015-02-06 22:14:59",20,18.89,0,437,0.00272380329745947,0 +"3146","2015-02-06 22:15:59",20,18.89,0,436,0.00272380329745947,0 +"3147","2015-02-06 22:17:00",20,18.89,0,434,0.00272380329745947,0 +"3148","2015-02-06 22:18:00",20.0666666666667,18.89,0,439.666666666667,0.00273512145712466,0 +"3149","2015-02-06 22:19:00",20.05,18.79,0,442,0.00271776064019761,0 +"3150","2015-02-06 22:20:00",20.1,18.89,0,439.5,0.00274079604409978,0 +"3151","2015-02-06 22:21:00",20.1,18.89,0,446,0.00274079604409978,0 +"3152","2015-02-06 22:21:59",20.05,18.84,0,444.5,0.00272502425737218,0 +"3153","2015-02-06 22:23:00",20.1,18.89,0,439,0.00274079604409978,0 +"3154","2015-02-06 22:24:00",20.1,18.89,0,439.5,0.00274079604409978,0 +"3155","2015-02-06 22:25:00",20.05,18.84,0,436.5,0.00272502425737218,0 +"3156","2015-02-06 22:25:59",20,18.79,0,436,0.00270932120270335,0 +"3157","2015-02-06 22:27:00",20,18.84,0,436,0.00271656216615092,0 +"3158","2015-02-06 22:27:59",20,18.89,0,437,0.00272380329745947,0 +"3159","2015-02-06 22:28:59",20,18.84,0,442,0.00271656216615092,0 +"3160","2015-02-06 22:30:00",20,18.89,0,441,0.00272380329745947,0 +"3161","2015-02-06 22:31:00",20,18.89,0,439,0.00272380329745947,0 +"3162","2015-02-06 22:32:00",20,18.89,0,444,0.00272380329745947,0 +"3163","2015-02-06 22:33:00",20,18.89,0,442.666666666667,0.00272380329745947,0 +"3164","2015-02-06 22:34:00",20.1,18.89,0,437,0.00274079604409978,0 +"3165","2015-02-06 22:34:59",20,18.89,0,438,0.00272380329745947,0 +"3166","2015-02-06 22:36:00",20.05,18.84,0,442.5,0.00272502425737218,0 +"3167","2015-02-06 22:37:00",20.05,18.84,0,438.5,0.00272502425737218,0 +"3168","2015-02-06 22:38:00",20.05,18.89,0,441.5,0.00273228804345741,0 +"3169","2015-02-06 22:38:59",20,18.89,0,437,0.00272380329745947,0 +"3170","2015-02-06 22:40:00",20,18.745,0,437,0.00270280447911685,0 +"3171","2015-02-06 22:40:59",20,18.84,0,442,0.00271656216615092,0 +"3172","2015-02-06 22:41:59",20,18.89,0,440.5,0.00272380329745947,0 +"3173","2015-02-06 22:43:00",20,18.84,0,441,0.00271656216615092,0 +"3174","2015-02-06 22:44:00",20,18.84,0,444,0.00271656216615092,0 +"3175","2015-02-06 22:45:00",20,18.89,0,442.5,0.00272380329745947,0 +"3176","2015-02-06 22:46:00",20,18.84,0,440.5,0.00271656216615092,0 +"3177","2015-02-06 22:46:59",20,18.84,0,439.5,0.00271656216615092,0 +"3178","2015-02-06 22:47:59",20,18.79,0,441,0.00270932120270335,0 +"3179","2015-02-06 22:49:00",20,18.84,0,436.5,0.00271656216615092,0 +"3180","2015-02-06 22:50:00",19.945,18.89,0,434.5,0.00271449687085988,0 +"3181","2015-02-06 22:51:00",20,18.8233333333333,0,434.5,0.00271414849301746,0 +"3182","2015-02-06 22:52:00",20,18.84,0,435.666666666667,0.00271656216615092,0 +"3183","2015-02-06 22:53:00",20,18.79,0,440.5,0.00270932120270335,0 +"3184","2015-02-06 22:53:59",20,18.84,0,439,0.00271656216615092,0 +"3185","2015-02-06 22:54:59",20,18.89,0,444.5,0.00272380329745947,0 +"3186","2015-02-06 22:56:00",20,18.84,0,441.5,0.00271656216615092,0 +"3187","2015-02-06 22:57:00",20,18.84,0,434.5,0.00271656216615092,0 +"3188","2015-02-06 22:58:00",20,18.84,0,438,0.00271656216615092,0 +"3189","2015-02-06 22:59:00",20,18.79,0,433,0.00270932120270335,0 +"3190","2015-02-06 22:59:59",20.0333333333333,18.79,0,434,0.00271494492713225,0 +"3191","2015-02-06 23:00:59",20,18.79,0,436.5,0.00270932120270335,0 +"3192","2015-02-06 23:02:00",20,18.745,0,438,0.00270280447911685,0 +"3193","2015-02-06 23:03:00",20,18.79,0,440,0.00270932120270335,0 +"3194","2015-02-06 23:04:00",20,18.745,0,440.5,0.00270280447911685,0 +"3195","2015-02-06 23:05:00",20,18.79,0,440,0.00270932120270335,0 +"3196","2015-02-06 23:06:00",19.945,18.84,0,440,0.00270728058756142,0 +"3197","2015-02-06 23:06:59",20,18.89,0,440.333333333333,0.00272380329745947,0 +"3198","2015-02-06 23:08:00",20,18.79,0,439,0.00270932120270335,0 +"3199","2015-02-06 23:09:00",20,18.79,0,436,0.00270932120270335,0 +"3200","2015-02-06 23:10:00",20,18.79,0,434,0.00270932120270335,0 +"3201","2015-02-06 23:10:59",20,18.79,0,433,0.00270932120270335,0 +"3202","2015-02-06 23:12:00",20,18.7,0,438,0.00269628789148877,0 +"3203","2015-02-06 23:12:59",19.9266666666667,18.79,0,439.666666666667,0.00269698508587903,0 +"3204","2015-02-06 23:13:59",19.89,18.79,0,441,0.00269083558790582,0 +"3205","2015-02-06 23:15:00",19.79,18.79,0,432,0.00267412691390407,0 +"3206","2015-02-06 23:16:00",19.89,18.89,0,435,0.00270521844389013,0 +"3207","2015-02-06 23:17:00",19.89,18.89,0,436,0.00270521844389013,0 +"3208","2015-02-06 23:18:00",19.89,18.84,0,431,0.00269802693311136,0 +"3209","2015-02-06 23:19:00",19.89,18.79,0,434.5,0.00269083558790582,0 +"3210","2015-02-06 23:19:59",19.89,18.89,0,436,0.00270521844389013,0 +"3211","2015-02-06 23:21:00",19.89,18.89,0,437,0.00270521844389013,0 +"3212","2015-02-06 23:22:00",19.89,18.89,0,444,0.00270521844389013,0 +"3213","2015-02-06 23:23:00",19.89,18.89,0,443,0.00270521844389013,0 +"3214","2015-02-06 23:23:59",19.89,18.79,0,439,0.00269083558790582,0 +"3215","2015-02-06 23:25:00",20,18.79,0,433.666666666667,0.00270932120270335,0 +"3216","2015-02-06 23:25:59",20,18.79,0,434.5,0.00270932120270335,0 +"3217","2015-02-06 23:26:59",20,18.79,0,441,0.00270932120270335,0 +"3218","2015-02-06 23:28:00",20,18.79,0,436,0.00270932120270335,0 +"3219","2015-02-06 23:29:00",20,18.79,0,438,0.00270932120270335,0 +"3220","2015-02-06 23:30:00",20,18.79,0,437,0.00270932120270335,0 +"3221","2015-02-06 23:31:00",20,18.79,0,436.5,0.00270932120270335,0 +"3222","2015-02-06 23:31:59",20,18.7,0,437.5,0.00269628789148877,0 +"3223","2015-02-06 23:32:59",20,18.79,0,436,0.00270932120270335,0 +"3224","2015-02-06 23:34:00",20,18.79,0,433,0.00270932120270335,0 +"3225","2015-02-06 23:35:00",20,18.79,0,434,0.00270932120270335,0 +"3226","2015-02-06 23:36:00",20,18.7,0,438,0.00269628789148877,0 +"3227","2015-02-06 23:37:00",19.945,18.79,0,435.5,0.00270006447097638,0 +"3228","2015-02-06 23:38:00",19.945,18.79,0,430,0.00270006447097638,0 +"3229","2015-02-06 23:38:59",20,18.79,0,432,0.00270932120270335,0 +"3230","2015-02-06 23:39:59",20,18.79,0,439.5,0.00270932120270335,0 +"3231","2015-02-06 23:41:00",20,18.76,0,439,0.00270497670520565,0 +"3232","2015-02-06 23:42:00",20,18.7,0,438,0.00269628789148877,0 +"3233","2015-02-06 23:43:00",20,18.7,0,439.5,0.00269628789148877,0 +"3234","2015-02-06 23:44:00",20,18.7675,0,435,0.00270606282391503,0 +"3235","2015-02-06 23:44:59",20,18.7675,0,434.75,0.00270606282391503,0 +"3236","2015-02-06 23:45:59",20,18.745,0,431,0.00270280447911685,0 +"3237","2015-02-06 23:47:00",20.0666666666667,18.79,0,438,0.00272057892317774,0 +"3238","2015-02-06 23:48:00",20.1,18.79,0,439,0.00272622320693274,0 +"3239","2015-02-06 23:49:00",20,18.6,0,441,0.00268180707239182,0 +"3240","2015-02-06 23:50:00",20,18.65,0,442,0.00268904739802089,0 +"3241","2015-02-06 23:51:00",19.945,18.7,0,441,0.00268707588122265,0 +"3242","2015-02-06 23:51:59",19.89,18.745,0,438,0.00268436351878123,0 +"3243","2015-02-06 23:53:00",19.89,18.79,0,438.5,0.00269083558790582,0 +"3244","2015-02-06 23:54:00",19.89,18.79,0,437.666666666667,0.00269083558790582,0 +"3245","2015-02-06 23:55:00",19.89,18.79,0,441.5,0.00269083558790582,0 +"3246","2015-02-06 23:55:59",20,18.745,0,435,0.00270280447911685,0 +"3247","2015-02-06 23:57:00",20,18.7,0,441,0.00269628789148877,0 +"3248","2015-02-06 23:57:59",20,18.7,0,441,0.00269628789148877,0 +"3249","2015-02-06 23:58:59",20,18.7,0,440,0.00269628789148877,0 +"3250","2015-02-07 00:00:00",20,18.7,0,438,0.00269628789148877,0 +"3251","2015-02-07 00:01:00",19.9725,18.745,0,433.666666666667,0.0026981838167703,0 +"3252","2015-02-07 00:02:00",20,18.79,0,434.5,0.00270932120270335,0 +"3253","2015-02-07 00:03:00",20,18.7,0,434,0.00269628789148877,0 +"3254","2015-02-07 00:04:00",20,18.745,0,438.5,0.00270280447911685,0 +"3255","2015-02-07 00:04:59",20,18.745,0,443,0.00270280447911685,0 +"3256","2015-02-07 00:06:00",20,18.745,0,437,0.00270280447911685,0 +"3257","2015-02-07 00:07:00",20,18.79,0,436.5,0.00270932120270335,0 +"3258","2015-02-07 00:08:00",20,18.73,0,436.333333333333,0.00270063226813454,0 +"3259","2015-02-07 00:08:59",20,18.73,0,433.666666666667,0.00270063226813454,0 +"3260","2015-02-07 00:10:00",20,18.79,0,435.5,0.00270932120270335,0 +"3261","2015-02-07 00:10:59",20,18.79,0,438,0.00270932120270335,0 +"3262","2015-02-07 00:11:59",20,18.79,0,438,0.00270932120270335,0 +"3263","2015-02-07 00:13:00",20,18.79,0,441,0.00270932120270335,0 +"3264","2015-02-07 00:14:00",20,18.7,0,434,0.00269628789148877,0 +"3265","2015-02-07 00:15:00",20,18.745,0,435,0.00270280447911685,0 +"3266","2015-02-07 00:16:00",20,18.79,0,435,0.00270932120270335,0 +"3267","2015-02-07 00:16:59",20,18.79,0,435,0.00270932120270335,0 +"3268","2015-02-07 00:17:59",20,18.7,0,436,0.00269628789148877,0 +"3269","2015-02-07 00:19:00",20,18.7,0,443.5,0.00269628789148877,0 +"3270","2015-02-07 00:20:00",20,18.7,0,451,0.00269628789148877,0 +"3271","2015-02-07 00:21:00",20,18.7,0,448,0.00269628789148877,0 +"3272","2015-02-07 00:22:00",20,18.7,0,443.5,0.00269628789148877,0 +"3273","2015-02-07 00:23:00",20,18.65,0,442,0.00268904739802089,0 +"3274","2015-02-07 00:23:59",20,18.7,0,442,0.00269628789148877,0 +"3275","2015-02-07 00:24:59",20,18.7,0,437.666666666667,0.00269628789148877,0 +"3276","2015-02-07 00:26:00",20,18.745,0,442,0.00270280447911685,0 +"3277","2015-02-07 00:27:00",20,18.79,0,444,0.00270932120270335,0 +"3278","2015-02-07 00:28:00",20,18.7,0,443.333333333333,0.00269628789148877,0 +"3279","2015-02-07 00:29:00",20,18.65,0,440,0.00268904739802089,0 +"3280","2015-02-07 00:29:59",20,18.6,0,438,0.00268180707239182,0 +"3281","2015-02-07 00:30:59",20,18.7,0,439,0.00269628789148877,0 +"3282","2015-02-07 00:32:00",20,18.7,0,440,0.00269628789148877,0 +"3283","2015-02-07 00:33:00",20,18.7,0,439,0.00269628789148877,0 +"3284","2015-02-07 00:34:00",20,18.7,0,439,0.00269628789148877,0 +"3285","2015-02-07 00:35:00",20.05,18.7,0,436,0.00270468655491948,0 +"3286","2015-02-07 00:36:00",20,18.65,0,432,0.00268904739802089,0 +"3287","2015-02-07 00:36:59",20,18.6,0,438,0.00268180707239182,0 +"3288","2015-02-07 00:38:00",20,18.7,0,437.5,0.00269628789148877,0 +"3289","2015-02-07 00:39:00",20.05,18.7,0,433.5,0.00270468655491948,0 +"3290","2015-02-07 00:40:00",20,18.7,0,434.25,0.00269628789148877,0 +"3291","2015-02-07 00:40:59",20,18.7,0,435,0.00269628789148877,0 +"3292","2015-02-07 00:42:00",20,18.7,0,439,0.00269628789148877,0 +"3293","2015-02-07 00:42:59",20,18.7,0,434,0.00269628789148877,0 +"3294","2015-02-07 00:43:59",20,18.7,0,436,0.00269628789148877,0 +"3295","2015-02-07 00:45:00",20,18.7,0,434,0.00269628789148877,0 +"3296","2015-02-07 00:46:00",20,18.7,0,437,0.00269628789148877,0 +"3297","2015-02-07 00:47:00",20,18.7,0,433.666666666667,0.00269628789148877,0 +"3298","2015-02-07 00:48:00",20,18.7,0,433.5,0.00269628789148877,0 +"3299","2015-02-07 00:49:00",20,18.6,0,432,0.00268180707239182,0 +"3300","2015-02-07 00:49:59",20,18.6666666666667,0,433.333333333333,0.00269146087719447,0 +"3301","2015-02-07 00:51:00",20,18.7,0,432,0.00269628789148877,0 +"3302","2015-02-07 00:52:00",20,18.7,0,437,0.00269628789148877,0 +"3303","2015-02-07 00:53:00",20,18.7,0,439.5,0.00269628789148877,0 +"3304","2015-02-07 00:53:59",20,18.7,0,436,0.00269628789148877,0 +"3305","2015-02-07 00:55:00",20,18.7,0,435,0.00269628789148877,0 +"3306","2015-02-07 00:55:59",20.05,18.7,0,433.5,0.00270468655491948,0 +"3307","2015-02-07 00:56:59",20.0333333333333,18.6333333333333,0,438,0.00269221036713816,0 +"3308","2015-02-07 00:58:00",20,18.7,0,436.5,0.00269628789148877,0 +"3309","2015-02-07 00:59:00",20,18.65,0,435,0.00268904739802089,0 +"3310","2015-02-07 01:00:00",20,18.65,0,434.5,0.00268904739802089,0 +"3311","2015-02-07 01:01:00",19.945,18.7,0,435.5,0.00268707588122265,0 +"3312","2015-02-07 01:01:59",19.89,18.7,0,436,0.00267789158376215,0 +"3313","2015-02-07 01:02:59",20,18.65,0,435,0.00268904739802089,0 +"3314","2015-02-07 01:04:00",19.945,18.7,0,434,0.00268707588122265,0 +"3315","2015-02-07 01:05:00",20,18.7,0,436,0.00269628789148877,0 +"3316","2015-02-07 01:06:00",20,18.7,0,433,0.00269628789148877,0 +"3317","2015-02-07 01:07:00",20,18.7,0,434.5,0.00269628789148877,0 +"3318","2015-02-07 01:08:00",20,18.7,0,435,0.00269628789148877,0 +"3319","2015-02-07 01:08:59",20,18.6,0,436,0.00268180707239182,0 +"3320","2015-02-07 01:09:59",19.945,18.7,0,433.5,0.00268707588122265,0 +"3321","2015-02-07 01:11:00",19.945,18.7,0,434,0.00268707588122265,0 +"3322","2015-02-07 01:12:00",19.945,18.7,0,438,0.00268707588122265,0 +"3323","2015-02-07 01:13:00",19.945,18.7,0,436,0.00268707588122265,0 +"3324","2015-02-07 01:14:00",20,18.7,0,439,0.00269628789148877,0 +"3325","2015-02-07 01:14:59",20,18.7,0,437,0.00269628789148877,0 +"3326","2015-02-07 01:15:59",20,18.7,0,441.5,0.00269628789148877,0 +"3327","2015-02-07 01:17:00",20,18.7,0,441,0.00269628789148877,0 +"3328","2015-02-07 01:18:00",19.9266666666667,18.7,0,435.333333333333,0.0026840113730721,0 +"3329","2015-02-07 01:19:00",19.945,18.7,0,437,0.00268707588122265,0 +"3330","2015-02-07 01:20:00",20,18.7,0,435.5,0.00269628789148877,0 +"3331","2015-02-07 01:21:00",20,18.7,0,439,0.00269628789148877,0 +"3332","2015-02-07 01:21:59",19.945,18.7,0,438.5,0.00268707588122265,0 +"3333","2015-02-07 01:23:00",19.945,18.7,0,440,0.00268707588122265,0 +"3334","2015-02-07 01:24:00",19.945,18.7,0,441,0.00268707588122265,0 +"3335","2015-02-07 01:25:00",19.9266666666667,18.7,0,441.666666666667,0.0026840113730721,0 +"3336","2015-02-07 01:25:59",20,18.7,0,440,0.00269628789148877,0 +"3337","2015-02-07 01:27:00",20,18.7,0,439,0.00269628789148877,0 +"3338","2015-02-07 01:27:59",19.9633333333333,18.7,0,440,0.00269014346857257,0 +"3339","2015-02-07 01:28:59",19.945,18.745,0,441.5,0.00269357010858503,0 +"3340","2015-02-07 01:30:00",19.89,18.745,0,433,0.00268436351878123,0 +"3341","2015-02-07 01:31:00",20,18.79,0,435,0.00270932120270335,0 +"3342","2015-02-07 01:32:00",19.945,18.79,0,434.5,0.00270006447097638,0 +"3343","2015-02-07 01:33:00",19.9266666666667,18.79,0,435,0.00269698508587903,0 +"3344","2015-02-07 01:34:00",19.89,18.745,0,435.5,0.00268436351878123,0 +"3345","2015-02-07 01:34:59",19.89,18.79,0,441.333333333333,0.00269083558790582,0 +"3346","2015-02-07 01:36:00",19.89,18.7,0,445,0.00267789158376215,0 +"3347","2015-02-07 01:37:00",19.89,18.79,0,444,0.00269083558790582,0 +"3348","2015-02-07 01:38:00",19.89,18.79,0,439,0.00269083558790582,0 +"3349","2015-02-07 01:38:59",19.89,18.79,0,438.5,0.00269083558790582,0 +"3350","2015-02-07 01:40:00",19.89,18.79,0,443.666666666667,0.00269083558790582,0 +"3351","2015-02-07 01:40:59",19.89,18.76,0,437.666666666667,0.00268652086025527,0 +"3352","2015-02-07 01:41:59",19.89,18.815,0,435,0.00269443123981229,0 +"3353","2015-02-07 01:43:00",19.89,18.79,0,437.5,0.00269083558790582,0 +"3354","2015-02-07 01:44:00",19.89,18.79,0,438.5,0.00269083558790582,0 +"3355","2015-02-07 01:45:00",19.89,18.79,0,439,0.00269083558790582,0 +"3356","2015-02-07 01:46:00",19.89,18.84,0,436.5,0.00269802693311136,0 +"3357","2015-02-07 01:46:59",19.89,18.79,0,439,0.00269083558790582,0 +"3358","2015-02-07 01:47:59",19.89,18.84,0,436,0.00269802693311136,0 +"3359","2015-02-07 01:49:00",19.89,18.89,0,437,0.00270521844389013,0 +"3360","2015-02-07 01:50:00",19.89,18.84,0,437.5,0.00269802693311136,0 +"3361","2015-02-07 01:51:00",19.89,18.84,0,438,0.00269802693311136,0 +"3362","2015-02-07 01:52:00",19.89,18.89,0,435,0.00270521844389013,0 +"3363","2015-02-07 01:53:00",19.89,18.79,0,438,0.00269083558790582,0 +"3364","2015-02-07 01:53:59",19.89,18.8566666666667,0,436.666666666667,0.00270042408497364,0 +"3365","2015-02-07 01:54:59",19.89,18.89,0,436.333333333333,0.00270521844389013,0 +"3366","2015-02-07 01:56:00",19.89,18.89,0,434.333333333333,0.00270521844389013,0 +"3367","2015-02-07 01:57:00",19.89,18.89,0,440,0.00270521844389013,0 +"3368","2015-02-07 01:58:00",19.89,18.89,0,436.333333333333,0.00270521844389013,0 +"3369","2015-02-07 01:59:00",19.89,18.89,0,433,0.00270521844389013,0 +"3370","2015-02-07 01:59:59",19.89,18.89,0,436.5,0.00270521844389013,0 +"3371","2015-02-07 02:00:59",19.89,18.89,0,436.5,0.00270521844389013,0 +"3372","2015-02-07 02:02:00",19.89,18.89,0,437.666666666667,0.00270521844389013,0 +"3373","2015-02-07 02:03:00",19.89,18.8566666666667,0,435,0.00270042408497364,0 +"3374","2015-02-07 02:04:00",19.89,18.89,0,440,0.00270521844389013,0 +"3375","2015-02-07 02:05:00",19.89,18.89,0,438.5,0.00270521844389013,0 +"3376","2015-02-07 02:06:00",19.89,18.89,0,439,0.00270521844389013,0 +"3377","2015-02-07 02:06:59",19.84,18.89,0,439,0.00269680774662527,0 +"3378","2015-02-07 02:08:00",19.79,18.89,0,439,0.00268842007556158,0 +"3379","2015-02-07 02:09:00",19.89,18.89,0,438,0.00270521844389013,0 +"3380","2015-02-07 02:10:00",19.89,18.89,0,444,0.00270521844389013,0 +"3381","2015-02-07 02:10:59",19.84,18.945,0,438,0.00270469389789044,0 +"3382","2015-02-07 02:12:00",19.89,18.89,0,439,0.00270521844389013,0 +"3383","2015-02-07 02:12:59",19.89,18.89,0,437.666666666667,0.00270521844389013,0 +"3384","2015-02-07 02:13:59",19.89,18.89,0,437,0.00270521844389013,0 +"3385","2015-02-07 02:15:00",19.89,18.89,0,433,0.00270521844389013,0 +"3386","2015-02-07 02:16:00",19.89,18.89,0,439,0.00270521844389013,0 +"3387","2015-02-07 02:17:00",19.89,18.945,0,442.5,0.0027131292969907,0 +"3388","2015-02-07 02:18:00",19.89,18.89,0,440.5,0.00270521844389013,0 +"3389","2015-02-07 02:19:00",19.89,18.89,0,439,0.00270521844389013,0 +"3390","2015-02-07 02:19:59",19.89,18.89,0,433,0.00270521844389013,0 +"3391","2015-02-07 02:21:00",19.89,18.9633333333333,0,431.666666666667,0.00271576629254787,0 +"3392","2015-02-07 02:22:00",19.89,19,0,433,0.0027210403504494,0 +"3393","2015-02-07 02:23:00",19.89,19,0,434,0.0027210403504494,0 +"3394","2015-02-07 02:23:59",19.89,18.89,0,437,0.00270521844389013,0 +"3395","2015-02-07 02:25:00",19.89,18.945,0,439.5,0.0027131292969907,0 +"3396","2015-02-07 02:25:59",19.89,19,0,438,0.0027210403504494,0 +"3397","2015-02-07 02:26:59",19.89,18.89,0,439,0.00270521844389013,0 +"3398","2015-02-07 02:28:00",19.89,19,0,440.666666666667,0.0027210403504494,0 +"3399","2015-02-07 02:29:00",19.89,18.945,0,438,0.0027131292969907,0 +"3400","2015-02-07 02:30:00",19.89,18.89,0,438,0.00270521844389013,0 +"3401","2015-02-07 02:31:00",19.89,18.89,0,437,0.00270521844389013,0 +"3402","2015-02-07 02:31:59",19.89,18.945,0,441,0.0027131292969907,0 +"3403","2015-02-07 02:32:59",19.89,18.89,0,437,0.00270521844389013,0 +"3404","2015-02-07 02:34:00",19.89,18.89,0,439,0.00270521844389013,0 +"3405","2015-02-07 02:35:00",19.89,18.89,0,437,0.00270521844389013,0 +"3406","2015-02-07 02:36:00",19.89,18.89,0,437,0.00270521844389013,0 +"3407","2015-02-07 02:37:00",19.89,18.89,0,436,0.00270521844389013,0 +"3408","2015-02-07 02:38:00",19.89,18.945,0,436,0.0027131292969907,0 +"3409","2015-02-07 02:38:59",19.89,18.89,0,431,0.00270521844389013,0 +"3410","2015-02-07 02:39:59",19.89,18.89,0,437,0.00270521844389013,0 +"3411","2015-02-07 02:41:00",19.89,19,0,442.5,0.0027210403504494,0 +"3412","2015-02-07 02:42:00",19.89,18.89,0,443,0.00270521844389013,0 +"3413","2015-02-07 02:43:00",19.89,19,0,443,0.0027210403504494,0 +"3414","2015-02-07 02:44:00",19.89,19,0,441,0.0027210403504494,0 +"3415","2015-02-07 02:44:59",19.89,19,0,440.5,0.0027210403504494,0 +"3416","2015-02-07 02:45:59",19.89,19,0,441.5,0.0027210403504494,0 +"3417","2015-02-07 02:47:00",19.89,19,0,442.5,0.0027210403504494,0 +"3418","2015-02-07 02:48:00",19.89,19.05,0,445,0.00272823239110096,0 +"3419","2015-02-07 02:49:00",19.89,19.05,0,442.5,0.00272823239110096,0 +"3420","2015-02-07 02:50:00",19.79,19,0,443,0.00270414330887012,0 +"3421","2015-02-07 02:51:00",19.89,19.05,0,442.5,0.00272823239110096,0 +"3422","2015-02-07 02:51:59",19.89,19.05,0,441,0.00272823239110096,0 +"3423","2015-02-07 02:53:00",19.89,19.1,0,433,0.00273542459734976,0 +"3424","2015-02-07 02:54:00",19.79,19,0,435,0.00270414330887012,0 +"3425","2015-02-07 02:55:00",19.89,19,0,434,0.0027210403504494,0 +"3426","2015-02-07 02:55:59",19.89,19,0,438.5,0.0027210403504494,0 +"3427","2015-02-07 02:57:00",19.89,19,0,437.333333333333,0.0027210403504494,0 +"3428","2015-02-07 02:57:59",19.89,19,0,435,0.0027210403504494,0 +"3429","2015-02-07 02:58:59",19.84,19,0,437,0.00271258024826712,0 +"3430","2015-02-07 03:00:00",19.79,19,0,437,0.00270414330887012,0 +"3431","2015-02-07 03:01:00",19.79,19,0,434.5,0.00270414330887012,0 +"3432","2015-02-07 03:02:00",19.79,19,0,436,0.00270414330887012,0 +"3433","2015-02-07 03:03:00",19.79,19,0,441.333333333333,0.00270414330887012,0 +"3434","2015-02-07 03:04:00",19.79,19,0,435,0.00270414330887012,0 +"3435","2015-02-07 03:04:59",19.79,19,0,430.5,0.00270414330887012,0 +"3436","2015-02-07 03:06:00",19.89,19.05,0,436.5,0.00272823239110096,0 +"3437","2015-02-07 03:07:00",19.84,19,0,442.5,0.00271258024826712,0 +"3438","2015-02-07 03:08:00",19.8566666666667,19.0666666666667,0,442.333333333333,0.00272496715791814,0 +"3439","2015-02-07 03:08:59",19.79,19,0,443,0.00270414330887012,0 +"3440","2015-02-07 03:10:00",19.79,19,0,441.5,0.00270414330887012,0 +"3441","2015-02-07 03:10:59",19.79,19,0,443,0.00270414330887012,0 +"3442","2015-02-07 03:11:59",19.84,19.1,0,436,0.00272691957727885,0 +"3443","2015-02-07 03:13:00",19.79,19.1,0,435,0.00271843784418595,0 +"3444","2015-02-07 03:14:00",19.84,19.1,0,437,0.00272691957727885,0 +"3445","2015-02-07 03:15:00",19.79,19.05,0,441,0.00271129049475677,0 +"3446","2015-02-07 03:16:00",19.79,19.1,0,442,0.00271843784418595,0 +"3447","2015-02-07 03:16:59",19.79,19.1,0,438.5,0.00271843784418595,0 +"3448","2015-02-07 03:17:59",19.79,19.1,0,436.5,0.00271843784418595,0 +"3449","2015-02-07 03:19:00",19.79,19.1,0,440,0.00271843784418595,0 +"3450","2015-02-07 03:20:00",19.89,19.1,0,439,0.00273542459734976,0 +"3451","2015-02-07 03:21:00",19.79,19.1,0,439,0.00271843784418595,0 +"3452","2015-02-07 03:22:00",19.79,19.1,0,436,0.00271843784418595,0 +"3453","2015-02-07 03:23:00",19.79,19.1,0,436,0.00271843784418595,0 +"3454","2015-02-07 03:23:59",19.79,19.1,0,438.25,0.00271843784418595,0 +"3455","2015-02-07 03:24:59",19.79,19.1,0,440.5,0.00271843784418595,0 +"3456","2015-02-07 03:26:00",19.79,19.1666666666667,0,440.25,0.00272796789783406,0 +"3457","2015-02-07 03:27:00",19.79,19.1,0,443,0.00271843784418595,0 +"3458","2015-02-07 03:28:00",19.84,19.2,0,439.5,0.00274125956458075,0 +"3459","2015-02-07 03:29:00",19.79,19.15,0,440,0.00272558535716328,0 +"3460","2015-02-07 03:29:59",19.79,19.15,0,438.5,0.00272558535716328,0 +"3461","2015-02-07 03:30:59",19.79,19.1,0,438,0.00271843784418595,0 +"3462","2015-02-07 03:32:00",19.79,19.2,0,434,0.00273273303369438,0 +"3463","2015-02-07 03:33:00",19.745,19.2,0,438.666666666667,0.00272507912697409,0 +"3464","2015-02-07 03:34:00",19.79,19.2,0,436,0.00273273303369438,0 +"3465","2015-02-07 03:35:00",19.79,19.2,0,440.5,0.00273273303369438,0 +"3466","2015-02-07 03:36:00",19.79,19.2,0,442.333333333333,0.00273273303369438,0 +"3467","2015-02-07 03:36:59",19.79,19.2,0,441.5,0.00273273303369438,0 +"3468","2015-02-07 03:38:00",19.79,19.2,0,440,0.00273273303369438,0 +"3469","2015-02-07 03:39:00",19.79,19.2,0,438,0.00273273303369438,0 +"3470","2015-02-07 03:40:00",19.79,19.2,0,437.333333333333,0.00273273303369438,0 +"3471","2015-02-07 03:40:59",19.79,19.2,0,443,0.00273273303369438,0 +"3472","2015-02-07 03:42:00",19.79,19.2,0,437,0.00273273303369438,0 +"3473","2015-02-07 03:42:59",19.79,19.2,0,435,0.00273273303369438,0 +"3474","2015-02-07 03:43:59",19.79,19.245,0,436,0.00273916608241548,0 +"3475","2015-02-07 03:45:00",19.79,19.2,0,440,0.00273273303369438,0 +"3476","2015-02-07 03:46:00",19.79,19.2,0,441.75,0.00273273303369438,0 +"3477","2015-02-07 03:47:00",19.79,19.245,0,445,0.00273916608241548,0 +"3478","2015-02-07 03:48:00",19.79,19.245,0,440,0.00273916608241548,0 +"3479","2015-02-07 03:49:00",19.79,19.245,0,437.5,0.00273916608241548,0 +"3480","2015-02-07 03:49:59",19.79,19.29,0,440,0.00274559926362376,0 +"3481","2015-02-07 03:51:00",19.79,19.29,0,438.5,0.00274559926362376,0 +"3482","2015-02-07 03:52:00",19.79,19.2,0,438,0.00273273303369438,0 +"3483","2015-02-07 03:53:00",19.79,19.29,0,439.5,0.00274559926362376,0 +"3484","2015-02-07 03:53:59",19.79,19.29,0,440,0.00274559926362376,0 +"3485","2015-02-07 03:55:00",19.79,19.29,0,441,0.00274559926362376,0 +"3486","2015-02-07 03:55:59",19.79,19.29,0,441,0.00274559926362376,0 +"3487","2015-02-07 03:56:59",19.79,19.29,0,437.5,0.00274559926362376,0 +"3488","2015-02-07 03:58:00",19.79,19.29,0,439,0.00274559926362376,0 +"3489","2015-02-07 03:59:00",19.79,19.29,0,438,0.00274559926362376,0 +"3490","2015-02-07 04:00:00",19.79,19.29,0,448,0.00274559926362376,0 +"3491","2015-02-07 04:01:00",19.79,19.29,0,441,0.00274559926362376,0 +"3492","2015-02-07 04:01:59",19.79,19.29,0,443,0.00274559926362376,0 +"3493","2015-02-07 04:02:59",19.79,19.29,0,442,0.00274559926362376,0 +"3494","2015-02-07 04:04:00",19.79,19.29,0,439,0.00274559926362376,0 +"3495","2015-02-07 04:05:00",19.79,19.29,0,439.5,0.00274559926362376,0 +"3496","2015-02-07 04:06:00",19.79,19.29,0,438.5,0.00274559926362376,0 +"3497","2015-02-07 04:07:00",19.79,19.3566666666667,0,438.666666666667,0.00275513014598885,0 +"3498","2015-02-07 04:08:00",19.79,19.29,0,443,0.00274559926362376,0 +"3499","2015-02-07 04:08:59",19.79,19.29,0,436,0.00274559926362376,0 +"3500","2015-02-07 04:09:59",19.79,19.29,0,442,0.00274559926362376,0 +"3501","2015-02-07 04:11:00",19.79,19.29,0,440,0.00274559926362376,0 +"3502","2015-02-07 04:12:00",19.79,19.29,0,439,0.00274559926362376,0 +"3503","2015-02-07 04:13:00",19.79,19.29,0,442.333333333333,0.00274559926362376,0 +"3504","2015-02-07 04:14:00",19.79,19.39,0,441.5,0.00275989569622187,0 +"3505","2015-02-07 04:14:59",19.79,19.29,0,446.5,0.00274559926362376,0 +"3506","2015-02-07 04:15:59",19.79,19.29,0,450,0.00274559926362376,0 +"3507","2015-02-07 04:17:00",19.84,19.29,0,444,0.00275416611602803,0 +"3508","2015-02-07 04:18:00",19.79,19.29,0,442,0.00274559926362376,0 +"3509","2015-02-07 04:19:00",19.79,19.29,0,440,0.00274559926362376,0 +"3510","2015-02-07 04:20:00",19.79,19.29,0,441,0.00274559926362376,0 +"3511","2015-02-07 04:21:00",19.79,19.29,0,442,0.00274559926362376,0 +"3512","2015-02-07 04:21:59",19.79,19.29,0,441,0.00274559926362376,0 +"3513","2015-02-07 04:23:00",19.79,19.29,0,441,0.00274559926362376,0 +"3514","2015-02-07 04:24:00",19.79,19.3233333333333,0,441.333333333333,0.0027503646684567,0 +"3515","2015-02-07 04:25:00",19.79,19.39,0,439,0.00275989569622187,0 +"3516","2015-02-07 04:25:59",19.79,19.34,0,439.5,0.00275274739813527,0 +"3517","2015-02-07 04:27:00",19.79,19.39,0,442,0.00275989569622187,0 +"3518","2015-02-07 04:27:59",19.79,19.29,0,443,0.00274559926362376,0 +"3519","2015-02-07 04:28:59",19.79,19.29,0,439.5,0.00274559926362376,0 +"3520","2015-02-07 04:30:00",19.79,19.29,0,441,0.00274559926362376,0 +"3521","2015-02-07 04:31:00",19.79,19.29,0,441,0.00274559926362376,0 +"3522","2015-02-07 04:32:00",19.79,19.29,0,443.333333333333,0.00274559926362376,0 +"3523","2015-02-07 04:33:00",19.79,19.29,0,443,0.00274559926362376,0 +"3524","2015-02-07 04:34:00",19.79,19.29,0,445.5,0.00274559926362376,0 +"3525","2015-02-07 04:34:59",19.79,19.29,0,446,0.00274559926362376,0 +"3526","2015-02-07 04:36:00",19.79,19.29,0,442,0.00274559926362376,0 +"3527","2015-02-07 04:37:00",19.79,19.29,0,442.5,0.00274559926362376,0 +"3528","2015-02-07 04:38:00",19.79,19.29,0,440,0.00274559926362376,0 +"3529","2015-02-07 04:38:59",19.79,19.29,0,441.5,0.00274559926362376,0 +"3530","2015-02-07 04:40:00",19.79,19.29,0,443,0.00274559926362376,0 +"3531","2015-02-07 04:40:59",19.79,19.29,0,443,0.00274559926362376,0 +"3532","2015-02-07 04:41:59",19.79,19.3566666666667,0,441.666666666667,0.00275513014598885,0 +"3533","2015-02-07 04:43:00",19.79,19.29,0,442,0.00274559926362376,0 +"3534","2015-02-07 04:44:00",19.79,19.3233333333333,0,446.333333333333,0.0027503646684567,0 +"3535","2015-02-07 04:45:00",19.79,19.29,0,440.5,0.00274559926362376,0 +"3536","2015-02-07 04:46:00",19.745,19.34,0,437.5,0.00274503718837492,0 +"3537","2015-02-07 04:46:59",19.79,19.34,0,442.5,0.00275274739813527,0 +"3538","2015-02-07 04:47:59",19.79,19.39,0,442,0.00275989569622187,0 +"3539","2015-02-07 04:49:00",19.7,19.39,0,439,0.00274445412554034,0 +"3540","2015-02-07 04:50:00",19.7,19.39,0,437,0.00274445412554034,0 +"3541","2015-02-07 04:51:00",19.745,19.39,0,439,0.0027521653764906,0 +"3542","2015-02-07 04:52:00",19.79,19.39,0,441,0.00275989569622187,0 +"3543","2015-02-07 04:53:00",19.79,19.39,0,446,0.00275989569622187,0 +"3544","2015-02-07 04:53:59",19.745,19.39,0,443,0.0027521653764906,0 +"3545","2015-02-07 04:54:59",19.745,19.39,0,441,0.0027521653764906,0 +"3546","2015-02-07 04:56:00",19.79,19.39,0,443,0.00275989569622187,0 +"3547","2015-02-07 04:57:00",19.79,19.39,0,439,0.00275989569622187,0 +"3548","2015-02-07 04:58:00",19.7,19.39,0,441.5,0.00274445412554034,0 +"3549","2015-02-07 04:59:00",19.76,19.39,0,440.666666666667,0.00275474002898411,0 +"3550","2015-02-07 04:59:59",19.73,19.39,0,444,0.00274959284274992,0 +"3551","2015-02-07 05:00:59",19.745,19.39,0,442,0.0027521653764906,0 +"3552","2015-02-07 05:02:00",19.7,19.39,0,441,0.00274445412554034,0 +"3553","2015-02-07 05:03:00",19.7225,19.39,0,448.5,0.00274830736994408,0 +"3554","2015-02-07 05:04:00",19.7,19.39,0,445,0.00274445412554034,0 +"3555","2015-02-07 05:05:00",19.745,19.39,0,442,0.0027521653764906,0 +"3556","2015-02-07 05:06:00",19.79,19.39,0,444.5,0.00275989569622187,0 +"3557","2015-02-07 05:06:59",19.73,19.39,0,444.666666666667,0.00274959284274992,0 +"3558","2015-02-07 05:08:00",19.79,19.39,0,445,0.00275989569622187,0 +"3559","2015-02-07 05:09:00",19.79,19.39,0,445,0.00275989569622187,0 +"3560","2015-02-07 05:10:00",19.79,19.34,0,445.5,0.00275274739813527,0 +"3561","2015-02-07 05:10:59",19.79,19.39,0,444,0.00275989569622187,0 +"3562","2015-02-07 05:12:00",19.79,19.29,0,443.5,0.00274559926362376,0 +"3563","2015-02-07 05:12:59",19.79,19.315,0,446,0.00274917331043298,0 +"3564","2015-02-07 05:13:59",19.745,19.34,0,446,0.00274503718837492,0 +"3565","2015-02-07 05:15:00",19.7,19.29,0,447,0.00273023803079935,0 +"3566","2015-02-07 05:16:00",19.745,19.29,0,444.5,0.00273790916291729,0 +"3567","2015-02-07 05:17:00",19.79,19.29,0,437.5,0.00274559926362376,0 +"3568","2015-02-07 05:18:00",19.79,19.29,0,435.5,0.00274559926362376,0 +"3569","2015-02-07 05:19:00",19.745,19.29,0,443,0.00273790916291729,0 +"3570","2015-02-07 05:19:59",19.79,19.29,0,446,0.00274559926362376,0 +"3571","2015-02-07 05:21:00",19.745,19.29,0,440.5,0.00273790916291729,0 +"3572","2015-02-07 05:22:00",19.79,19.29,0,439.5,0.00274559926362376,0 +"3573","2015-02-07 05:23:00",19.7,19.29,0,444.5,0.00273023803079935,0 +"3574","2015-02-07 05:23:59",19.7675,19.29,0,444.25,0.00274175183968322,0 +"3575","2015-02-07 05:25:00",19.79,19.29,0,446,0.00274559926362376,0 +"3576","2015-02-07 05:25:59",19.79,19.29,0,442,0.00274559926362376,0 +"3577","2015-02-07 05:26:59",19.745,19.29,0,443,0.00273790916291729,0 +"3578","2015-02-07 05:28:00",19.7,19.34,0,443,0.00273734599729692,0 +"3579","2015-02-07 05:29:00",19.745,19.34,0,443.5,0.00274503718837492,0 +"3580","2015-02-07 05:30:00",19.745,19.29,0,441.5,0.00273790916291729,0 +"3581","2015-02-07 05:31:00",19.79,19.29,0,439,0.00274559926362376,0 +"3582","2015-02-07 05:31:59",19.79,19.29,0,437,0.00274559926362376,0 +"3583","2015-02-07 05:32:59",19.79,19.29,0,442.666666666667,0.00274559926362376,0 +"3584","2015-02-07 05:34:00",19.79,19.29,0,442,0.00274559926362376,0 +"3585","2015-02-07 05:35:00",19.79,19.29,0,438.5,0.00274559926362376,0 +"3586","2015-02-07 05:36:00",19.79,19.29,0,437,0.00274559926362376,0 +"3587","2015-02-07 05:37:00",19.79,19.29,0,440,0.00274559926362376,0 +"3588","2015-02-07 05:38:00",19.79,19.26,0,444.5,0.00274131046143057,0 +"3589","2015-02-07 05:38:59",19.79,19.29,0,438.666666666667,0.00274559926362376,0 +"3590","2015-02-07 05:39:59",19.79,19.2,0,438,0.00273273303369438,0 +"3591","2015-02-07 05:41:00",19.79,19.2,0,437,0.00273273303369438,0 +"3592","2015-02-07 05:42:00",19.79,19.2,0,444,0.00273273303369438,0 +"3593","2015-02-07 05:43:00",19.79,19.2,0,444,0.00273273303369438,0 +"3594","2015-02-07 05:44:00",19.79,19.2,0,443,0.00273273303369438,0 +"3595","2015-02-07 05:44:59",19.79,19.245,0,444,0.00273916608241548,0 +"3596","2015-02-07 05:45:59",19.76,19.26,0,442.333333333333,0.00273618966468993,0 +"3597","2015-02-07 05:47:00",19.79,19.29,0,442,0.00274559926362376,0 +"3598","2015-02-07 05:48:00",19.76,19.29,0,444.666666666667,0.00274047042021246,0 +"3599","2015-02-07 05:49:00",19.79,19.29,0,443,0.00274559926362376,0 +"3600","2015-02-07 05:50:00",19.745,19.29,0,443.5,0.00273790916291729,0 +"3601","2015-02-07 05:51:00",19.79,19.29,0,444,0.00274559926362376,0 +"3602","2015-02-07 05:51:59",19.745,19.29,0,441,0.00273790916291729,0 +"3603","2015-02-07 05:53:00",19.73,19.3233333333333,0,441.75,0.00274009755092147,0 +"3604","2015-02-07 05:54:00",19.745,19.34,0,445.5,0.00274503718837492,0 +"3605","2015-02-07 05:55:00",19.7,19.34,0,442,0.00273734599729692,0 +"3606","2015-02-07 05:55:59",19.7,19.39,0,441,0.00274445412554034,0 +"3607","2015-02-07 05:57:00",19.7,19.39,0,448,0.00274445412554034,0 +"3608","2015-02-07 05:57:59",19.7,19.39,0,443,0.00274445412554034,0 +"3609","2015-02-07 05:58:59",19.7,19.39,0,442,0.00274445412554034,0 +"3610","2015-02-07 06:00:00",19.745,19.39,0,443,0.0027521653764906,0 +"3611","2015-02-07 06:01:00",19.7,19.39,0,446,0.00274445412554034,0 +"3612","2015-02-07 06:02:00",19.7,19.39,0,439,0.00274445412554034,0 +"3613","2015-02-07 06:03:00",19.7,19.39,0,444,0.00274445412554034,0 +"3614","2015-02-07 06:04:00",19.7,19.39,0,445,0.00274445412554034,0 +"3615","2015-02-07 06:04:59",19.7,19.39,0,440,0.00274445412554034,0 +"3616","2015-02-07 06:06:00",19.7,19.39,0,442.333333333333,0.00274445412554034,0 +"3617","2015-02-07 06:07:00",19.7,19.39,0,444,0.00274445412554034,0 +"3618","2015-02-07 06:08:00",19.7,19.39,0,441.5,0.00274445412554034,0 +"3619","2015-02-07 06:08:59",19.7,19.39,0,444,0.00274445412554034,0 +"3620","2015-02-07 06:10:00",19.7,19.39,0,439.5,0.00274445412554034,0 +"3621","2015-02-07 06:10:59",19.7,19.39,0,441,0.00274445412554034,0 +"3622","2015-02-07 06:11:59",19.7,19.39,0,442,0.00274445412554034,0 +"3623","2015-02-07 06:13:00",19.745,19.39,0,447,0.0027521653764906,0 +"3624","2015-02-07 06:14:00",19.7225,19.39,0,450.5,0.00274830736994408,0 +"3625","2015-02-07 06:15:00",19.7,19.39,0,452,0.00274445412554034,0 +"3626","2015-02-07 06:16:00",19.7,19.39,0,450,0.00274445412554034,0 +"3627","2015-02-07 06:16:59",19.7,19.39,0,447,0.00274445412554034,0 +"3628","2015-02-07 06:17:59",19.79,19.39,0,442,0.00275989569622187,0 +"3629","2015-02-07 06:19:00",19.7,19.39,0,442,0.00274445412554034,0 +"3630","2015-02-07 06:20:00",19.7,19.39,0,449.666666666667,0.00274445412554034,0 +"3631","2015-02-07 06:21:00",19.7,19.39,0,445,0.00274445412554034,0 +"3632","2015-02-07 06:22:00",19.7,19.39,0,445,0.00274445412554034,0 +"3633","2015-02-07 06:23:00",19.7,19.39,0,446,0.00274445412554034,0 +"3634","2015-02-07 06:23:59",19.7,19.39,0,447,0.00274445412554034,0 +"3635","2015-02-07 06:24:59",19.7,19.39,0,444,0.00274445412554034,0 +"3636","2015-02-07 06:26:00",19.7,19.39,0,443,0.00274445412554034,0 +"3637","2015-02-07 06:27:00",19.7,19.39,0,442,0.00274445412554034,0 +"3638","2015-02-07 06:28:00",19.7,19.39,0,442.5,0.00274445412554034,0 +"3639","2015-02-07 06:29:00",19.7,19.39,0,441,0.00274445412554034,0 +"3640","2015-02-07 06:29:59",19.7,19.39,0,444,0.00274445412554034,0 +"3641","2015-02-07 06:30:59",19.7,19.39,0,447,0.00274445412554034,0 +"3642","2015-02-07 06:32:00",19.7,19.3566666666667,0,445,0.00273971535540603,0 +"3643","2015-02-07 06:33:00",19.7,19.39,0,445,0.00274445412554034,0 +"3644","2015-02-07 06:34:00",19.65,19.34,0,442.5,0.00272882248629992,0 +"3645","2015-02-07 06:35:00",19.7,19.39,0,445,0.00274445412554034,0 +"3646","2015-02-07 06:36:00",19.7,19.29,0,448.5,0.00273023803079935,0 +"3647","2015-02-07 06:36:59",19.7,19.29,0,448,0.00273023803079935,0 +"3648","2015-02-07 06:38:00",19.7,19.29,0,449.5,0.00273023803079935,0 +"3649","2015-02-07 06:39:00",19.7,19.29,0,450,0.00273023803079935,0 +"3650","2015-02-07 06:40:00",19.7,19.245,0,449,0.00272384099923968,0 +"3651","2015-02-07 06:40:59",19.7,19.245,0,442,0.00272384099923968,0 +"3652","2015-02-07 06:42:00",19.7,19.2,0,446,0.00271744409868565,0 +"3653","2015-02-07 06:42:59",19.7,19.2,0,445,0.00271744409868565,0 +"3654","2015-02-07 06:43:59",19.7,19.29,0,444.5,0.00273023803079935,0 +"3655","2015-02-07 06:45:00",19.7,19.2,0,445,0.00271744409868565,0 +"3656","2015-02-07 06:46:00",19.745,19.2675,0,451.75,0.00273470160452707,0 +"3657","2015-02-07 06:47:00",19.76,19.23,0,450.333333333333,0.00273190896783094,0 +"3658","2015-02-07 06:48:00",19.745,19.2,0,451,0.00272507912697409,0 +"3659","2015-02-07 06:49:00",19.79,19.2,0,452,0.00273273303369438,0 +"3660","2015-02-07 06:49:59",19.79,19.2,0,450,0.00273273303369438,0 +"3661","2015-02-07 06:51:00",19.79,19.2,0,444,0.00273273303369438,0 +"3662","2015-02-07 06:52:00",19.7675,19.2,0,446.5,0.00272890371802876,0 +"3663","2015-02-07 06:53:00",19.79,19.2,0,447.666666666667,0.00273273303369438,0 +"3664","2015-02-07 06:53:59",19.79,19.2,0,440.333333333333,0.00273273303369438,0 +"3665","2015-02-07 06:55:00",19.79,19.2,0,448,0.00273273303369438,0 +"3666","2015-02-07 06:55:59",19.73,19.2,0,448.333333333333,0.00272253202191685,0 +"3667","2015-02-07 06:56:59",19.745,19.245,0,445,0.00273149407907346,0 +"3668","2015-02-07 06:58:00",19.7,19.2,0,442,0.00271744409868565,0 +"3669","2015-02-07 06:59:00",19.745,19.245,0,448,0.00273149407907346,0 +"3670","2015-02-07 07:00:00",19.745,19.29,0,449,0.00273790916291729,0 +"3671","2015-02-07 07:01:00",19.7,19.29,0,451,0.00273023803079935,0 +"3672","2015-02-07 07:01:59",19.79,19.29,0,448,0.00274559926362376,0 +"3673","2015-02-07 07:02:59",19.7,19.29,0,447.5,0.00273023803079935,0 +"3674","2015-02-07 07:04:00",19.7,19.29,0,446.5,0.00273023803079935,0 +"3675","2015-02-07 07:05:00",19.7,19.29,0,449,0.00273023803079935,0 +"3676","2015-02-07 07:06:00",19.7,19.29,0,453,0.00273023803079935,0 +"3677","2015-02-07 07:07:00",19.7,19.29,0,448,0.00273023803079935,0 +"3678","2015-02-07 07:08:00",19.7,19.34,0,449.5,0.00273734599729692,0 +"3679","2015-02-07 07:08:59",19.7,19.39,0,449,0.00274445412554034,0 +"3680","2015-02-07 07:09:59",19.7,19.39,0,447,0.00274445412554034,0 +"3681","2015-02-07 07:11:00",19.6666666666667,19.3566666666667,0,449.333333333333,0.00273402547256641,0 +"3682","2015-02-07 07:12:00",19.7,19.39,0,448,0.00274445412554034,0 +"3683","2015-02-07 07:13:00",19.7,19.39,0,446.5,0.00274445412554034,0 +"3684","2015-02-07 07:14:00",19.65,19.34,0,444,0.00272882248629992,0 +"3685","2015-02-07 07:14:59",19.7,19.39,0,443.333333333333,0.00274445412554034,0 +"3686","2015-02-07 07:15:59",19.6666666666667,19.3566666666667,0,450,0.00273402547256641,0 +"3687","2015-02-07 07:17:00",19.6666666666667,19.3566666666667,0,453.333333333333,0.00273402547256641,0 +"3688","2015-02-07 07:18:00",19.7,19.39,0,448,0.00274445412554034,0 +"3689","2015-02-07 07:19:00",19.65,19.34,0,449,0.00272882248629992,0 +"3690","2015-02-07 07:20:00",19.6,19.29,0,450,0.0027132587804371,0 +"3691","2015-02-07 07:21:00",19.7,19.39,0,451,0.00274445412554034,0 +"3692","2015-02-07 07:21:59",19.65,19.34,0,443,0.00272882248629992,0 +"3693","2015-02-07 07:23:00",19.6666666666667,19.3566666666667,0,448.333333333333,0.00273402547256641,0 +"3694","2015-02-07 07:24:00",19.65,19.34,0,453,0.00272882248629992,0 +"3695","2015-02-07 07:25:00",19.6,19.29,0,451,0.0027132587804371,0 +"3696","2015-02-07 07:25:59",19.7,19.39,0,451.5,0.00274445412554034,0 +"3697","2015-02-07 07:27:00",19.7,19.39,0,451,0.00274445412554034,0 +"3698","2015-02-07 07:27:59",19.7,19.39,0,448,0.00274445412554034,0 +"3699","2015-02-07 07:28:59",19.7,19.39,0,450,0.00274445412554034,0 +"3700","2015-02-07 07:30:00",19.65,19.34,0,446,0.00272882248629992,0 +"3701","2015-02-07 07:31:00",19.7,19.39,0,445,0.00274445412554034,0 +"3702","2015-02-07 07:32:00",19.65,19.34,0,446,0.00272882248629992,0 +"3703","2015-02-07 07:33:00",19.7,19.4175,0,448.75,0.0027483636650204,0 +"3704","2015-02-07 07:34:00",19.7,19.445,0,449,0.00275227325343116,0 +"3705","2015-02-07 07:34:59",19.7,19.39,0,454,0.00274445412554034,0 +"3706","2015-02-07 07:36:00",19.7,19.39,0,452.666666666667,0.00274445412554034,0 +"3707","2015-02-07 07:37:00",19.7,19.39,0,450,0.00274445412554034,0 +"3708","2015-02-07 07:38:00",19.65,19.34,0,444.5,0.00272882248629992,0 +"3709","2015-02-07 07:38:59",19.7,19.39,0,448.5,0.00274445412554034,0 +"3710","2015-02-07 07:40:00",19.7,19.39,0,448,0.00274445412554034,0 +"3711","2015-02-07 07:40:59",19.7,19.39,0,447,0.00274445412554034,0 +"3712","2015-02-07 07:41:59",19.7,19.39,0,449.5,0.00274445412554034,0 +"3713","2015-02-07 07:43:00",19.6,19.29,0,450,0.0027132587804371,0 +"3714","2015-02-07 07:44:00",19.7,19.39,0,450,0.00274445412554034,0 +"3715","2015-02-07 07:45:00",19.7,19.39,0,445,0.00274445412554034,0 +"3716","2015-02-07 07:46:00",19.7,19.39,0,447.5,0.00274445412554034,0 +"3717","2015-02-07 07:46:59",19.7,19.39,0,454,0.00274445412554034,0 +"3718","2015-02-07 07:47:59",19.7,19.5,0,450,0.00276009257704848,0 +"3719","2015-02-07 07:49:00",19.7,19.5,0,452,0.00276009257704848,0 +"3720","2015-02-07 07:50:00",19.7,19.5,0,447,0.00276009257704848,0 +"3721","2015-02-07 07:51:00",19.7,19.5,0,456,0.00276009257704848,0 +"3722","2015-02-07 07:52:00",19.65,19.445,0,452,0.00274370305801485,0 +"3723","2015-02-07 07:53:00",19.7,19.5,0,452,0.00276009257704848,0 +"3724","2015-02-07 07:53:59",19.7,19.445,0,450,0.00275227325343116,0 +"3725","2015-02-07 07:54:59",19.65,19.445,0,450.5,0.00274370305801485,0 +"3726","2015-02-07 07:56:00",19.6,19.39,0,450.5,0.00272738607983636,0 +"3727","2015-02-07 07:57:00",19.7,19.5,0,452,0.00276009257704848,0 +"3728","2015-02-07 07:58:00",19.7,19.5,0,455,0.00276009257704848,0 +"3729","2015-02-07 07:59:00",19.7,19.5,0,454,0.00276009257704848,0 +"3730","2015-02-07 07:59:59",19.6,19.4266666666667,0,453,0.00273256624971014,0 +"3731","2015-02-07 08:00:59",19.6,19.39,0,449,0.00272738607983636,0 +"3732","2015-02-07 08:02:00",19.6,19.5,0,451,0.00274292684718233,0 +"3733","2015-02-07 08:03:00",19.6,19.5,0,449,0.00274292684718233,0 +"3734","2015-02-07 08:04:00",19.575,19.5,0,451,0.00273865012986127,0 +"3735","2015-02-07 08:05:00",19.6,19.5,0,455.5,0.00274292684718233,0 +"3736","2015-02-07 08:06:00",19.6,19.5,0,453.5,0.00274292684718233,0 +"3737","2015-02-07 08:06:59",19.6,19.5,0,445.5,0.00274292684718233,0 +"3738","2015-02-07 08:08:00",19.6,19.5,0,448,0.00274292684718233,0 +"3739","2015-02-07 08:09:00",19.6,19.5,14,453.5,0.00274292684718233,0 +"3740","2015-02-07 08:10:00",19.6,19.5,14,450,0.00274292684718233,0 +"3741","2015-02-07 08:10:59",19.6,19.5,14,451,0.00274292684718233,0 +"3742","2015-02-07 08:12:00",19.6,19.5,14,451.333333333333,0.00274292684718233,0 +"3743","2015-02-07 08:12:59",19.6,19.5,14,453.6,0.00274292684718233,0 +"3744","2015-02-07 08:13:59",19.6,19.5,14,456,0.00274292684718233,0 +"3745","2015-02-07 08:15:00",19.6,19.5,9.33333333333333,451,0.00274292684718233,0 +"3746","2015-02-07 08:16:00",19.6,19.5,10.5,446,0.00274292684718233,0 +"3747","2015-02-07 08:17:00",19.6,19.5,7,447,0.00274292684718233,0 +"3748","2015-02-07 08:18:00",19.6,19.5,9.33333333333333,449.333333333333,0.00274292684718233,0 +"3749","2015-02-07 08:19:00",19.6,19.5,7,450.75,0.00274292684718233,0 +"3750","2015-02-07 08:19:59",19.6333333333333,19.5333333333333,9.33333333333333,451.333333333333,0.00275335760901027,0 +"3751","2015-02-07 08:21:00",19.6,19.5,7,450.5,0.00274292684718233,0 +"3752","2015-02-07 08:22:00",19.625,19.5,10,458,0.00274720944362111,0 +"3753","2015-02-07 08:23:00",19.6,19.5,13.5,454.5,0.00274292684718233,0 +"3754","2015-02-07 08:23:59",19.6,19.5,11.5,459.75,0.00274292684718233,0 +"3755","2015-02-07 08:25:00",19.65,19.55,6,457,0.00275858433863477,0 +"3756","2015-02-07 08:25:59",19.7,19.55,6,459,0.00276720122291574,0 +"3757","2015-02-07 08:26:59",19.675,19.5,6,456.25,0.00275579230160686,0 +"3758","2015-02-07 08:28:00",19.675,19.5,6,453,0.00275579230160686,0 +"3759","2015-02-07 08:29:00",19.7,19.5,12,452.666666666667,0.00276009257704848,0 +"3760","2015-02-07 08:30:00",19.675,19.5,24,453.25,0.00275579230160686,0 +"3761","2015-02-07 08:31:00",19.7,19.5,24,454,0.00276009257704848,0 +"3762","2015-02-07 08:31:59",19.7,19.5,24,458,0.00276009257704848,0 +"3763","2015-02-07 08:32:59",19.68,19.478,24,458,0.00275352804773916,0 +"3764","2015-02-07 08:34:00",19.7,19.5,14,454.75,0.00276009257704848,0 +"3765","2015-02-07 08:35:00",19.675,19.4725,14,453.5,0.00275188873352638,0 +"3766","2015-02-07 08:36:00",19.6666666666667,19.4633333333333,17.3333333333333,456.333333333333,0.00274915815797597,0 +"3767","2015-02-07 08:37:00",19.7,19.5,18.5,457.75,0.00276009257704848,0 +"3768","2015-02-07 08:38:00",19.7,19.5,20.3333333333333,461,0.00276009257704848,0 +"3769","2015-02-07 08:38:59",19.7,19.5,26.5,460.25,0.00276009257704848,0 +"3770","2015-02-07 08:39:59",19.7,19.5,26.5,458,0.00276009257704848,0 +"3771","2015-02-07 08:41:00",19.7,19.5,26.5,459,0.00276009257704848,0 +"3772","2015-02-07 08:42:00",19.6333333333333,19.4266666666667,22,457,0.00273825601814212,0 +"3773","2015-02-07 08:43:00",19.7,19.5,13,451.5,0.00276009257704848,0 +"3774","2015-02-07 08:44:00",19.7,19.5,22,451.5,0.00276009257704848,0 +"3775","2015-02-07 08:44:59",19.6666666666667,19.4633333333333,31,455,0.00274915815797597,0 +"3776","2015-02-07 08:45:59",19.675,19.4725,31,458,0.00275188873352638,0 +"3777","2015-02-07 08:47:00",19.7,19.5,31,457.5,0.00276009257704848,0 +"3778","2015-02-07 08:48:00",19.675,19.4725,31,456.5,0.00275188873352638,0 +"3779","2015-02-07 08:49:00",19.6333333333333,19.4266666666667,31,454.333333333333,0.00273825601814212,0 +"3780","2015-02-07 08:50:00",19.675,19.4725,31,455,0.00275188873352638,0 +"3781","2015-02-07 08:51:00",19.6666666666667,19.4633333333333,42.3333333333333,456.333333333333,0.00274915815797597,0 +"3782","2015-02-07 08:51:59",19.65,19.445,48,456,0.00274370305801485,0 +"3783","2015-02-07 08:53:00",19.65,19.4725,48,452.5,0.00274760046775094,0 +"3784","2015-02-07 08:54:00",19.6333333333333,19.5,38.3333333333333,451.333333333333,0.00274863828343676,0 +"3785","2015-02-07 08:55:00",19.625,19.5,33.5,453,0.00274720944362111,0 +"3786","2015-02-07 08:55:59",19.6,19.5,38.3333333333333,453,0.00274292684718233,0 +"3787","2015-02-07 08:57:00",19.6,19.5,33.5,454.5,0.00274292684718233,0 +"3788","2015-02-07 08:57:59",19.6,19.5,40.75,456.75,0.00274292684718233,0 +"3789","2015-02-07 08:58:59",19.6,19.5,41.5,453.5,0.00274292684718233,0 +"3790","2015-02-07 09:00:00",19.575,19.55,38.75,450.25,0.00274570330778812,0 +"3791","2015-02-07 09:01:00",19.575,19.6,55,454.75,0.00275275664497478,0 +"3792","2015-02-07 09:02:00",19.575,19.6,67.75,455,0.00275275664497478,0 +"3793","2015-02-07 09:03:00",19.6,19.6,81.6666666666667,455.333333333333,0.00275705548845916,0 +"3794","2015-02-07 09:04:00",19.6333333333333,19.6,82.6666666666667,457,0.00276279647405805,0 +"3795","2015-02-07 09:04:59",19.65,19.5,89.75,461.5,0.00275149792611465,0 +"3796","2015-02-07 09:06:00",19.7,19.5333333333333,96,458,0.00276483165631926,0 +"3797","2015-02-07 09:07:00",19.7675,19.5,93.5,461,0.00277173284545745,0 +"3798","2015-02-07 09:08:00",19.79,19.39,93.5,458,0.00275989569622187,0 +"3799","2015-02-07 09:08:59",19.79,19.39,91.5,460,0.00275989569622187,0 +"3800","2015-02-07 09:10:00",19.89,19.4175,103,453.25,0.0027810989718201,0 +"3801","2015-02-07 09:10:59",19.89,19.39,107.25,452.5,0.00277714265946394,0 +"3802","2015-02-07 09:11:59",19.9266666666667,19.4266666666667,110,455.333333333333,0.00278877748326468,0 +"3803","2015-02-07 09:13:00",19.945,19.365,112,451,0.00278305987813143,0 +"3804","2015-02-07 09:14:00",20,19.34,116,453,0.0027889810339437,0 +"3805","2015-02-07 09:15:00",20,19.29,119.5,450.75,0.00278173839162363,0 +"3806","2015-02-07 09:16:00",20,19.29,126.333333333333,450.666666666667,0.00278173839162363,0 +"3807","2015-02-07 09:16:59",20,19.2675,133,458.25,0.00277847925736174,0 +"3808","2015-02-07 09:17:59",20.0666666666667,19.26,133,460.666666666667,0.00278893472023407,0 +"3809","2015-02-07 09:19:00",20.1,19.29,130.5,460,0.00279909419214316,0 +"3810","2015-02-07 09:20:00",20.1333333333333,19.23,137.666666666667,457,0.00279613696506725,0 +"3811","2015-02-07 09:21:00",20.15,19.2225,137.75,455,0.00279793844278506,0 +"3812","2015-02-07 09:22:00",20.1333333333333,19.2,143.333333333333,456.333333333333,0.00279175523805738,0 +"3813","2015-02-07 09:23:00",20.2,19.2,141.6,461.75,0.00280334505861515,0 +"3814","2015-02-07 09:23:59",20.2675,19.2,151.75,459.6,0.00281512287962897,0 +"3815","2015-02-07 09:24:59",20.2675,19.175,152,455,0.00281144078687036,0 +"3816","2015-02-07 09:26:00",20.29,19.175,157,454.4,0.00281537122347997,0 +"3817","2015-02-07 09:27:00",20.29,19.15,153,458.5,0.00281168400339412,0 +"3818","2015-02-07 09:28:00",20.365,19.1,165.5,455.75,0.00281739425652493,0 +"3819","2015-02-07 09:29:00",20.39,19.075,168,455,0.00281805755552398,0 +"3820","2015-02-07 09:29:59",20.39,19.0333333333333,173.333333333333,456,0.00281187407552766,0 +"3821","2015-02-07 09:30:59",20.39,19,166.25,455.5,0.00280692737964998,0 +"3822","2015-02-07 09:32:00",20.445,19.05,170.5,453.5,0.00282396460077754,0 +"3823","2015-02-07 09:33:00",20.5,19.025,172.5,460.5,0.00282987509278268,0 +"3824","2015-02-07 09:34:00",20.5,19,175.333333333333,454.666666666667,0.00282613956977883,0 +"3825","2015-02-07 09:35:00",20.525,19,181.5,455,0.00283052208202809,0 +"3826","2015-02-07 09:36:00",20.55,19,188.5,458.25,0.00283491057414835,0 +"3827","2015-02-07 09:36:59",20.6,18.9725,190,457,0.00283957084646561,0 +"3828","2015-02-07 09:38:00",20.6,18.9266666666667,196.666666666667,456.333333333333,0.00283267983548813,0 +"3829","2015-02-07 09:39:00",20.65,18.945,199,457.5,0.00284422941541807,0 +"3830","2015-02-07 09:40:00",20.7,18.9175,215,454.5,0.00284888623171376,0 +"3831","2015-02-07 09:40:59",20.7,18.89,611.5,452.25,0.00284472592086517,0 +"3832","2015-02-07 09:42:00",20.7,18.89,1546.33333333333,455.333333333333,0.00284472592086517,0 +"3833","2015-02-07 09:42:59",20.745,18.89,1451.75,453,0.00285265863292873,0 +"3834","2015-02-07 09:43:59",20.76,18.8566666666667,829,452.666666666667,0.00285024562332216,0 +"3835","2015-02-07 09:45:00",20.79,18.84,251.25,458.75,0.00285300431458645,0 +"3836","2015-02-07 09:46:00",20.79,18.815,205.5,461.666666666667,0.00284920113903208,0 +"3837","2015-02-07 09:47:00",20.79,18.84,220.75,458.4,0.00285300431458645,0 +"3838","2015-02-07 09:48:00",20.8233333333333,18.8566666666667,224.666666666667,454.333333333333,0.00286143234597377,0 +"3839","2015-02-07 09:49:00",20.815,18.815,205,458.5,0.00285360970061655,0 +"3840","2015-02-07 09:49:59",20.84,18.84,219,457.5,0.00286183927031488,0 +"3841","2015-02-07 09:51:00",20.89,18.84,212,460,0.00287069829192633,0 +"3842","2015-02-07 09:52:00",20.89,18.815,230.25,459.25,0.00286687142133289,0 +"3843","2015-02-07 09:53:00",20.89,18.8233333333333,241.333333333333,459.333333333333,0.00286814703965586,0 +"3844","2015-02-07 09:53:59",20.9633333333333,18.79,204.333333333333,460.333333333333,0.00287604656118685,0 +"3845","2015-02-07 09:55:00",20.9725,18.79,183.25,464,0.00287767545405624,0 +"3846","2015-02-07 09:55:59",20.9633333333333,18.79,229,459,0.00287604656118685,0 +"3847","2015-02-07 09:56:59",21,18.7675,206.5,456.75,0.00287909931024598,0 +"3848","2015-02-07 09:58:00",21,18.7675,204,459.75,0.00287909931024598,0 +"3849","2015-02-07 09:59:00",21,18.7675,257.25,459,0.00287909931024598,0 +"3850","2015-02-07 10:00:00",21,18.7,257,456.5,0.00286869645925413,0 +"3851","2015-02-07 10:01:00",21.075,18.7,257,458.25,0.00288200958652276,0 +"3852","2015-02-07 10:01:59",21.125,18.7,253,461.5,0.00289091517637112,0 +"3853","2015-02-07 10:02:59",21.1,18.6666666666667,270.333333333333,463,0.00288129032161803,0 +"3854","2015-02-07 10:04:00",21.1333333333333,18.6,269,460.666666666667,0.00287686286414458,0 +"3855","2015-02-07 10:05:00",21.15,18.6,265.5,461,0.00287982205746459,0 +"3856","2015-02-07 10:06:00",21.2,18.6,270,461.666666666667,0.00288871571176587,0 +"3857","2015-02-07 10:07:00",21.2,18.6,271,463.333333333333,0.00288871571176587,0 +"3858","2015-02-07 10:08:00",21.2675,18.6,258,461.25,0.002900760471659,0 +"3859","2015-02-07 10:08:59",21.29,18.6,267,463,0.00290478519840094,0 +"3860","2015-02-07 10:09:59",21.29,18.5666666666667,270.333333333333,460.333333333333,0.00289955522289558,0 +"3861","2015-02-07 10:11:00",21.29,18.525,258.75,461.5,0.00289301787661824,0 +"3862","2015-02-07 10:12:00",21.315,18.525,269,461.75,0.00289747733312601,0 +"3863","2015-02-07 10:13:00",21.365,18.5,262.5,455.5,0.00290247380240607,0 +"3864","2015-02-07 10:14:00",21.3566666666667,18.5,275.333333333333,457.333333333333,0.00290098464191221,0 +"3865","2015-02-07 10:14:59",21.39,18.5,271.25,459.25,0.00290694531955741,0 +"3866","2015-02-07 10:15:59",21.4175,18.5,288.25,461.5,0.00291187098681264,0 +"3867","2015-02-07 10:17:00",21.39,18.445,291,460.5,0.00289826278028476,0 +"3868","2015-02-07 10:18:00",21.5,18.5,287.25,462,0.00292669207051286,0 +"3869","2015-02-07 10:19:00",21.5,18.5,283.333333333333,464,0.00292669207051286,0 +"3870","2015-02-07 10:20:00",21.5,18.5,290.5,462.5,0.00292669207051286,0 +"3871","2015-02-07 10:21:00",21.5,18.4725,290.25,461.5,0.00292232114255124,0 +"3872","2015-02-07 10:21:59",21.5,18.4266666666667,303,459,0.00291503639848743,0 +"3873","2015-02-07 10:23:00",21.55,18.39,300.5,459.25,0.0029181693580099,0 +"3874","2015-02-07 10:24:00",21.6,18.39,297,462.5,0.00292715425903567,0 +"3875","2015-02-07 10:25:00",21.6,18.39,300.5,458.5,0.00292715425903567,0 +"3876","2015-02-07 10:25:59",21.6,18.39,307.666666666667,457,0.00292715425903567,0 +"3877","2015-02-07 10:27:00",21.7,18.39,306.75,454,0.00294519709219547,0 +"3878","2015-02-07 10:27:59",21.7,18.365,305,454.5,0.00294117435744712,0 +"3879","2015-02-07 10:28:59",21.7,18.29,304,456,0.0029291064639253,0 +"3880","2015-02-07 10:30:00",21.7,18.29,305,460.75,0.0029291064639253,0 +"3881","2015-02-07 10:31:00",21.7,18.29,317.333333333333,454.666666666667,0.0029291064639253,0 +"3882","2015-02-07 10:32:00",21.745,18.245,300.5,459,0.00292995221675734,0 +"3883","2015-02-07 10:33:00",21.745,18.2,324.75,458.25,0.00292269174076307,0 +"3884","2015-02-07 10:34:00",21.79,18.2,314,454.75,0.00293077750158866,0 +"3885","2015-02-07 10:34:59",21.79,18.2,316.75,453.5,0.00293077750158866,0 +"3886","2015-02-07 10:36:00",21.84,18.2225,327.5,463,0.00294343629714788,0 +"3887","2015-02-07 10:37:00",21.8566666666667,18.1666666666667,311.333333333333,462,0.00293737738802671,0 +"3888","2015-02-07 10:38:00",21.89,18.2,328.5,461.25,0.0029488163347437,0 +"3889","2015-02-07 10:38:59",21.89,18.2,327,459.666666666667,0.0029488163347437,0 +"3890","2015-02-07 10:40:00",21.89,18.1,324,457.25,0.00293253765841459,0 +"3891","2015-02-07 10:40:59",21.89,18.1,329.333333333333,460,0.00293253765841459,0 +"3892","2015-02-07 10:41:59",21.89,18.1,330.25,458.5,0.00293253765841459,0 +"3893","2015-02-07 10:43:00",21.945,18.1,321.25,458,0.00294244532120338,0 +"3894","2015-02-07 10:44:00",22,18.1,334.75,460,0.00295238241001692,0 +"3895","2015-02-07 10:45:00",22,18.05,333,452.5,0.00294418805289033,0 +"3896","2015-02-07 10:46:00",22,18.025,334.75,464.5,0.00294009095490964,0 +"3897","2015-02-07 10:46:59",22.0333333333333,18.0333333333333,345,464.333333333333,0.00294747103358407,0 +"3898","2015-02-07 10:47:59",22.0666666666667,18,335.333333333333,459,0.00294801102833698,0 +"3899","2015-02-07 10:49:00",22.1,18,336.5,458.5,0.0029540357910551,0 +"3900","2015-02-07 10:50:00",22.1,17.9725,342,461.25,0.00294950127981488,0 +"3901","2015-02-07 10:51:00",22.1,17.9633333333333,335.333333333333,464.666666666667,0.0029479897906909,0 +"3902","2015-02-07 10:52:00",22.1,17.945,288.75,461,0.00294496683437676,0 +"3903","2015-02-07 10:53:00",22.1,17.89,351.333333333333,459.333333333333,0.00293589814090107,0 +"3904","2015-02-07 10:53:59",22.1,17.945,348,459.25,0.00294496683437676,0 +"3905","2015-02-07 10:54:59",22.1,17.9725,351,457.5,0.00294950127981488,0 +"3906","2015-02-07 10:56:00",22.1,18,351,463,0.0029540357910551,0 +"3907","2015-02-07 10:57:00",22.15,17.945,351,458.5,0.00295399634211629,0 +"3908","2015-02-07 10:58:00",22.2,17.89,355.5,456.75,0.00295392554344823,0 +"3909","2015-02-07 10:59:00",22.2,17.89,333,459.75,0.00295392554344823,0 +"3910","2015-02-07 10:59:59",22.2,17.89,337.5,459.5,0.00295392554344823,0 +"3911","2015-02-07 11:00:59",22.2,17.89,350.25,458.5,0.00295392554344823,0 +"3912","2015-02-07 11:02:00",22.245,17.89,347.5,456.75,0.00296206957996746,0 +"3913","2015-02-07 11:03:00",22.29,17.89,352.333333333333,452,0.00297023335324217,0 +"3914","2015-02-07 11:04:00",22.272,17.83,350.4,452.5,0.00295696747291495,0 +"3915","2015-02-07 11:05:00",22.29,17.815,357.5,455.4,0.00295772207313588,0 +"3916","2015-02-07 11:06:00",22.29,17.84,353,453.5,0.00296189244417909,0 +"3917","2015-02-07 11:06:59",22.34,17.79,344,456.75,0.00296259449816788,0 +"3918","2015-02-07 11:08:00",22.3566666666667,17.79,350,459,0.00296561414969772,0 +"3919","2015-02-07 11:09:00",22.34,17.79,337.75,457.5,0.00296259449816788,0 +"3920","2015-02-07 11:10:00",22.365,17.7675,333.5,453.5,0.00296335442373616,0 +"3921","2015-02-07 11:10:59",22.39,17.7,338,453.666666666667,0.00295655641147791,0 +"3922","2015-02-07 11:12:00",22.365,17.745,353,452,0.00295958390295335,0 +"3923","2015-02-07 11:12:59",22.3566666666667,17.7,342,452.666666666667,0.00295053987346393,0 +"3924","2015-02-07 11:13:59",22.39,17.7,351.5,453.5,0.00295655641147791,0 +"3925","2015-02-07 11:15:00",22.39,17.7,350,455.25,0.00295655641147791,0 +"3926","2015-02-07 11:16:00",22.39,17.7,362,452,0.00295655641147791,0 +"3927","2015-02-07 11:17:00",22.4175,17.7,355.75,452.25,0.00296152817291631,0 +"3928","2015-02-07 11:18:00",22.4175,17.7,342.5,459.5,0.00296152817291631,0 +"3929","2015-02-07 11:19:00",22.445,17.65,353,458,0.00295808746625037,0 +"3930","2015-02-07 11:19:59",22.5,17.7,344,456.5,0.00297648758928842,0 +"3931","2015-02-07 11:21:00",22.5,17.7,357.5,456,0.00297648758928842,0 +"3932","2015-02-07 11:22:00",22.5,17.7,353,453.75,0.00297648758928842,0 +"3933","2015-02-07 11:23:00",22.5,17.7,334,459,0.00297648758928842,0 +"3934","2015-02-07 11:23:59",22.5333333333333,17.6333333333333,331,459,0.00297126324079146,0 +"3935","2015-02-07 11:25:00",22.55,17.6,346,458.75,0.00296863797533426,0 +"3936","2015-02-07 11:25:59",22.525,17.65,341,451.5,0.0029725725982904,0 +"3937","2015-02-07 11:26:59",22.5,17.6,331,451,0.00295959126008617,0 +"3938","2015-02-07 11:28:00",22.55,17.6,354.25,450.5,0.00296863797533426,0 +"3939","2015-02-07 11:29:00",22.575,17.6,349.75,455.5,0.00297317044283677,0 +"3940","2015-02-07 11:30:00",22.6,17.6,364.5,453,0.00297770899290623,0 +"3941","2015-02-07 11:31:00",22.6,17.6,356,455.5,0.00297770899290623,0 +"3942","2015-02-07 11:31:59",22.6,17.55,349.75,456,0.00296920921015559,0 +"3943","2015-02-07 11:32:59",22.6,17.6,357.333333333333,458.666666666667,0.00297770899290623,0 +"3944","2015-02-07 11:34:00",22.6,17.525,354.25,458.5,0.00296495940547835,0 +"3945","2015-02-07 11:35:00",22.6,17.5666666666667,357.333333333333,456,0.00297204244538386,0 +"3946","2015-02-07 11:36:00",22.6,17.5,336.333333333333,455,0.00296070965859824,0 +"3947","2015-02-07 11:37:00",22.6,17.6,359.75,455,0.00297770899290623,0 +"3948","2015-02-07 11:38:00",22.65,17.6,358,458.75,0.00298680436872979,0 +"3949","2015-02-07 11:38:59",22.6666666666667,17.5666666666667,355,455.333333333333,0.00298415183734728,0 +"3950","2015-02-07 11:39:59",22.7,17.6,349,451,0.00299592415883982,0 +"3951","2015-02-07 11:41:00",22.7,17.6,358,455.5,0.00299592415883982,0 +"3952","2015-02-07 11:42:00",22.7,17.6,349,458,0.00299592415883982,0 +"3953","2015-02-07 11:43:00",22.7,17.6,352.666666666667,456.666666666667,0.00299592415883982,0 +"3954","2015-02-07 11:44:00",22.7,17.6,345.5,453.75,0.00299592415883982,0 +"3955","2015-02-07 11:44:59",22.7225,17.6,347.25,454.5,0.0030000360445047,0 +"3956","2015-02-07 11:45:59",22.7225,17.6,360,453.5,0.0030000360445047,0 +"3957","2015-02-07 11:47:00",22.7,17.6,360,453,0.00299592415883982,0 +"3958","2015-02-07 11:48:00",22.79,17.6,343,450.5,0.00301240148431402,0 +"3959","2015-02-07 11:49:00",22.76,17.6,343,452.333333333333,0.00300690021288565,0 +"3960","2015-02-07 11:50:00",22.79,17.6,343,453.5,0.00301240148431402,0 +"3961","2015-02-07 11:51:00",22.76,17.6,344.333333333333,450,0.00300690021288565,0 +"3962","2015-02-07 11:51:59",22.79,17.6,339.5,450.5,0.00301240148431402,0 +"3963","2015-02-07 11:53:00",22.79,17.6,339.5,452,0.00301240148431402,0 +"3964","2015-02-07 11:54:00",22.79,17.6,357.5,455.75,0.00301240148431402,0 +"3965","2015-02-07 11:55:00",22.79,17.6,354,458,0.00301240148431402,0 +"3966","2015-02-07 11:55:59",22.79,17.6,334,457,0.00301240148431402,0 +"3967","2015-02-07 11:57:00",22.815,17.6,334.5,461.75,0.00301699263388512,0 +"3968","2015-02-07 11:57:59",22.815,17.6,336,458,0.00301699263388512,0 +"3969","2015-02-07 11:58:59",22.8566666666667,17.6,334,455.666666666667,0.00302465821996528,0 +"3970","2015-02-07 12:00:00",22.89,17.6,352.25,453,0.00303080301077589,0 +"3971","2015-02-07 12:01:00",22.89,17.6,338.333333333333,451.666666666667,0.00303080301077589,0 +"3972","2015-02-07 12:02:00",22.865,17.6,340.5,452.5,0.00302619339005387,0 +"3973","2015-02-07 12:03:00",22.89,17.6,333,454,0.00303080301077589,0 +"3974","2015-02-07 12:04:00",22.89,17.6,337.2,457,0.00303080301077589,0 +"3975","2015-02-07 12:04:59",22.89,17.6,336,448.666666666667,0.00303080301077589,0 +"3976","2015-02-07 12:06:00",22.89,17.6,334.5,451.25,0.00303080301077589,0 +"3977","2015-02-07 12:07:00",22.9175,17.625,342.75,453,0.00304021412995959,0 +"3978","2015-02-07 12:08:00",22.89,17.65,342.75,455.25,0.00303945532124359,0 +"3979","2015-02-07 12:08:59",22.89,17.625,341,457,0.00303512913606643,0 +"3980","2015-02-07 12:10:00",22.89,17.65,341,457,0.00303945532124359,0 +"3981","2015-02-07 12:10:59",22.89,17.675,318.5,452.5,0.00304378156630861,0 +"3982","2015-02-07 12:11:59",22.89,17.6333333333333,337,453.666666666667,0.00303657119113802,0 +"3983","2015-02-07 12:13:00",22.89,17.6,314.666666666667,457.333333333333,0.00303080301077589,0 +"3984","2015-02-07 12:14:00",22.9175,17.6,298.75,453,0.00303588072156228,0 +"3985","2015-02-07 12:15:00",22.945,17.55,312.25,459,0.00303228468507896,0 +"3986","2015-02-07 12:16:00",22.945,17.6,321.5,458.25,0.00304096590890648,0 +"3987","2015-02-07 12:16:59",22.9266666666667,17.5333333333333,317,452,0.00302601301087672,0 +"3988","2015-02-07 12:17:59",22.9725,17.525,319.75,451.5,0.00303301492373049,0 +"3989","2015-02-07 12:19:00",22.9725,17.55,310.75,445,0.00303736274941155,0 +"3990","2015-02-07 12:20:00",23,17.6,313.5,444.5,0.00305115875100853,0 +"3991","2015-02-07 12:21:00",22.9725,17.5,313.5,445.75,0.00302866715853687,0 +"3992","2015-02-07 12:22:00",23,17.5,310,449,0.00303373806663648,0 +"3993","2015-02-07 12:23:00",23,17.5,310,449.5,0.00303373806663648,0 +"3994","2015-02-07 12:23:59",23,17.4633333333333,310,446,0.00302735072566804,0 +"3995","2015-02-07 12:24:59",23,17.4175,308.75,449.5,0.0030193667330368,0 +"3996","2015-02-07 12:26:00",23,17.39,308.75,455,0.00301457643536401,0 +"3997","2015-02-07 12:27:00",23.0333333333333,17.4266666666667,318.333333333333,457,0.00302709402492384,0 +"3998","2015-02-07 12:28:00",23.0333333333333,17.3566666666667,312.333333333333,455,0.00301487575835715,0 +"3999","2015-02-07 12:29:00",23,17.315,308.5,452,0.00300151236036599,0 +"4000","2015-02-07 12:29:59",23.02,17.352,317.5,456,0.00301161832364564,0 +"4001","2015-02-07 12:30:59",23.0333333333333,17.3566666666667,308.5,454,0.00301487575835715,0 +"4002","2015-02-07 12:32:00",23.025,17.365,306.75,447.25,0.0030148021168416,0 +"4003","2015-02-07 12:33:00",23.04,17.35,321.25,445.5,0.00301493409990867,0 +"4004","2015-02-07 12:34:00",23.0666666666667,17.3566666666667,305,450.25,0.00302099229179882,0 +"4005","2015-02-07 12:35:00",23.05,17.315,315,446.75,0.00301065270272719,0 +"4006","2015-02-07 12:36:00",23.1,17.29,310.5,446.5,0.00301543624514715,0 +"4007","2015-02-07 12:36:59",23.0666666666667,17.26,297,448.666666666667,0.00300408583850099,0 +"4008","2015-02-07 12:38:00",23.0666666666667,17.26,297,451.333333333333,0.00300408583850099,0 +"4009","2015-02-07 12:39:00",23.1,17.29,310.5,453.5,0.00301543624514715,0 +"4010","2015-02-07 12:40:00",23.075,17.2675,310.5,455,0.00300692040942567,0 +"4011","2015-02-07 12:40:59",23.1,17.29,303,454.666666666667,0.00301543624514715,0 +"4012","2015-02-07 12:42:00",23.1,17.29,312.666666666667,448.666666666667,0.00301543624514715,0 +"4013","2015-02-07 12:42:59",23.075,17.2675,291,450.5,0.00300692040942567,0 +"4014","2015-02-07 12:43:59",23.1,17.245,288,447.5,0.00300755014023843,0 +"4015","2015-02-07 12:45:00",23.1,17.2,291,444,0.00299966423433237,0 +"4016","2015-02-07 12:46:00",23.1,17.2,301,444.25,0.00299966423433237,0 +"4017","2015-02-07 12:47:00",23.1,17.2,292,448.5,0.00299966423433237,0 +"4018","2015-02-07 12:48:00",23.1,17.1666666666667,302,446,0.00299382295084641,0 +"4019","2015-02-07 12:49:00",23.1,17.1,293.5,449.75,0.00298214071142625,0 +"4020","2015-02-07 12:49:59",23.1,17.0333333333333,302,453,0.00297045890872133,0 +"4021","2015-02-07 12:51:00",23.1,17.05,285,448.75,0.00297337931845684,0 +"4022","2015-02-07 12:52:00",23.1,17,285,448.5,0.00296461817112944,0 +"4023","2015-02-07 12:53:00",23.1,17,285,448.25,0.00296461817112944,0 +"4024","2015-02-07 12:53:59",23.1,17,283.25,451,0.00296461817112944,0 +"4025","2015-02-07 12:55:00",23.1,17,288.666666666667,449.666666666667,0.00296461817112944,0 +"4026","2015-02-07 12:55:59",23.1,17,278.75,448.5,0.00296461817112944,0 +"4027","2015-02-07 12:56:59",23.1,17,279.75,446,0.00296461817112944,0 +"4028","2015-02-07 12:58:00",23.1,17,283.25,447,0.00296461817112944,0 +"4029","2015-02-07 12:59:00",23.1,17,271,441.666666666667,0.00296461817112944,0 +"4030","2015-02-07 13:00:00",23.1,17.06,268,445.25,0.00297513157739903,0 +"4031","2015-02-07 13:01:00",23.1,17.0333333333333,268.25,447.5,0.00297045890872133,0 +"4032","2015-02-07 13:01:59",23.1,17.0666666666667,266,446.333333333333,0.00297629975548591,0 +"4033","2015-02-07 13:02:59",23.1,17,270.25,453.5,0.00296461817112944,0 +"4034","2015-02-07 13:04:00",23.1,16.9725,268.5,449.25,0.00295979964480052,0 +"4035","2015-02-07 13:05:00",23.1,16.89,272,445.25,0.00294534451161807,0 +"4036","2015-02-07 13:06:00",23.1,16.89,274,445,0.00294534451161807,0 +"4037","2015-02-07 13:07:00",23.1,16.84,265,446,0.00293658415027564,0 +"4038","2015-02-07 13:08:00",23.1,16.89,265,449,0.00294534451161807,0 +"4039","2015-02-07 13:08:59",23.1,16.9633333333333,267.333333333333,448.666666666667,0.00295819348586916,0 +"4040","2015-02-07 13:09:59",23.075,16.9725,243.75,442.75,0.00295530575084192,0 +"4041","2015-02-07 13:11:00",23.0666666666667,17,265,449.333333333333,0.00295861784690694,0 +"4042","2015-02-07 13:12:00",23.075,17,263.5,449.5,0.00296011692650095,0 +"4043","2015-02-07 13:13:00",23.1,17,262,452,0.00296461817112944,0 +"4044","2015-02-07 13:14:00",23.075,17,260.5,449.75,0.00296011692650095,0 +"4045","2015-02-07 13:14:59",23.1,17,252,447.666666666667,0.00296461817112944,0 +"4046","2015-02-07 13:15:59",23.075,16.945,259,443.5,0.00295049464925875,0 +"4047","2015-02-07 13:17:00",23.075,16.865,250,443.25,0.00293649913855628,0 +"4048","2015-02-07 13:18:00",23.1,16.945,241,447,0.00295498119277347,0 +"4049","2015-02-07 13:19:00",23.075,16.865,248.25,452.5,0.00293649913855628,0 +"4050","2015-02-07 13:20:00",23.075,16.865,261,448,0.00293649913855628,0 +"4051","2015-02-07 13:21:00",23.075,16.865,252,448.5,0.00293649913855628,0 +"4052","2015-02-07 13:21:59",23.05,16.865,243,451.75,0.00293203993544146,0 +"4053","2015-02-07 13:23:00",23.025,16.89,239.75,446,0.00293194687764162,0 +"4054","2015-02-07 13:24:00",23,16.89,241.333333333333,444,0.00292749291663824,0 +"4055","2015-02-07 13:25:00",23,16.865,232.5,441.25,0.00292313937769995,0 +"4056","2015-02-07 13:25:59",23.025,16.84,224.75,438.75,0.00292322655138237,0 +"4057","2015-02-07 13:27:00",23,16.79,221.666666666667,440,0.00291007912482309,0 +"4058","2015-02-07 13:27:59",23,16.79,199,441,0.00291007912482309,0 +"4059","2015-02-07 13:28:59",23,16.79,206.25,438,0.00291007912482309,0 +"4060","2015-02-07 13:30:00",23,16.84,186,439.75,0.00291878589941884,0 +"4061","2015-02-07 13:31:00",23,16.8233333333333,189,443,0.00291588361426258,0 +"4062","2015-02-07 13:32:00",23,16.745,189,442.75,0.00290224323512175,0 +"4063","2015-02-07 13:33:00",22.9633333333333,16.79,189,440,0.00290359637829719,0 +"4064","2015-02-07 13:34:00",22.9725,16.79,181.5,444,0.00290521587399794,0 +"4065","2015-02-07 13:34:59",22.9725,16.865,198,445.5,0.00291825419898503,0 +"4066","2015-02-07 13:36:00",22.945,16.84,180,444.5,0.002909037326274,0 +"4067","2015-02-07 13:37:00",22.9175,16.89,193.5,441.5,0.00291283700330503,0 +"4068","2015-02-07 13:38:00",22.9175,16.865,188.5,442.5,0.00290850536093475,0 +"4069","2015-02-07 13:38:59",22.9266666666667,16.89,202,446.333333333333,0.0029144622474755,0 +"4070","2015-02-07 13:40:00",22.89,16.9175,187.5,447.25,0.00291272291955338,0 +"4071","2015-02-07 13:40:59",22.89,16.89,205,445,0.00290796604872893,0 +"4072","2015-02-07 13:41:59",22.89,17,201.5,437,0.00292699396655477,0 +"4073","2015-02-07 13:43:00",22.89,17,193.75,440.25,0.00292699396655477,0 +"4074","2015-02-07 13:44:00",22.89,17,171.75,438.5,0.00292699396655477,0 +"4075","2015-02-07 13:45:00",22.79,17,157,440.25,0.00290922565055317,0 +"4076","2015-02-07 13:46:00",22.8233333333333,17.0666666666667,139.333333333333,446,0.00292662356242996,0 +"4077","2015-02-07 13:46:59",22.79,17.0666666666667,164.666666666667,444.333333333333,0.00292068794987191,0 +"4078","2015-02-07 13:47:59",22.79,17.1,150,443.5,0.00292641925721679,0 +"4079","2015-02-07 13:49:00",22.76,17.1,149.666666666667,441.666666666667,0.00292107574107174,0 +"4080","2015-02-07 13:50:00",22.7225,17.075,154,439.5,0.00291012764085475,0 +"4081","2015-02-07 13:51:00",22.73,17.0333333333333,160.666666666667,441,0.00290432031391607,0 +"4082","2015-02-07 13:52:00",22.7,17.075,143.25,446.5,0.00290613955773023,0 +"4083","2015-02-07 13:53:00",22.7,17.1,151,441.5,0.00291041442997302,0 +"4084","2015-02-07 13:53:59",22.7,17.0333333333333,153.333333333333,441.666666666667,0.00289901490062831,0 +"4085","2015-02-07 13:54:59",22.7,17.025,157,439.5,0.00289758998870293,0 +"4086","2015-02-07 13:56:00",22.7,17.05,144.75,442.5,0.00290186474397394,0 +"4087","2015-02-07 13:57:00",22.7,17.1,115,443.75,0.00291041442997302,0 +"4088","2015-02-07 13:58:00",22.65,17.1,131,445,0.00290155614553475,0 +"4089","2015-02-07 13:59:00",22.6,17.1,140,443.25,0.00289272156796585,0 +"4090","2015-02-07 13:59:59",22.6,17.1,167.666666666667,444,0.00289272156796585,0 +"4091","2015-02-07 14:00:59",22.6,17.125,168.75,436.5,0.00289697039025201,0 +"4092","2015-02-07 14:02:00",22.6,17.1333333333333,176,437,0.00289838667718696,0 +"4093","2015-02-07 14:03:00",22.6,17.175,163,445.75,0.00290546820816037,0 +"4094","2015-02-07 14:04:00",22.6,17.2,170,446,0.00290971720378491,0 +"4095","2015-02-07 14:05:00",22.6,17.175,163.25,443.75,0.00290546820816037,0 +"4096","2015-02-07 14:06:00",22.6,17.1,151,442.25,0.00289272156796585,0 +"4097","2015-02-07 14:06:59",22.6,17.1666666666667,140.666666666667,446,0.00290405188912572,0 +"4098","2015-02-07 14:08:00",22.6,17.15,138.5,446.25,0.00290121927031646,0 +"4099","2015-02-07 14:09:00",22.6,17.175,142.5,443,0.00290546820816037,0 +"4100","2015-02-07 14:10:00",22.6,17.1666666666667,139,439.333333333333,0.00290405188912572,0 +"4101","2015-02-07 14:10:59",22.6,17.2225,158.5,441.5,0.00291354134925042,0 +"4102","2015-02-07 14:12:00",22.55,17.2225,157,440.5,0.00290466671455287,0 +"4103","2015-02-07 14:12:59",22.6,17.2,148,442.5,0.00290971720378491,0 +"4104","2015-02-07 14:13:59",22.55,17.245,139,444,0.00290847920413449,0 +"4105","2015-02-07 14:15:00",22.5,17.245,139,444,0.00289961666908634,0 +"4106","2015-02-07 14:16:00",22.5,17.34,151.75,443.75,0.0029156650794581,0 +"4107","2015-02-07 14:17:00",22.5,17.39,142,445,0.00292411194232605,0 +"4108","2015-02-07 14:18:00",22.5,17.365,126.5,447.5,0.00291988848234862,0 +"4109","2015-02-07 14:19:00",22.5,17.39,120,444.333333333333,0.00292411194232605,0 +"4110","2015-02-07 14:19:59",22.4725,17.365,123,443,0.00291499004828762,0 +"4111","2015-02-07 14:21:00",22.445,17.365,121.5,441.5,0.00291009883974994,0 +"4112","2015-02-07 14:22:00",22.5,17.39,117,437,0.00292411194232605,0 +"4113","2015-02-07 14:23:00",22.4725,17.39,126,440,0.00291920638984859,0 +"4114","2015-02-07 14:23:59",22.39,17.3233333333333,124,439.666666666667,0.00289334643800711,0 +"4115","2015-02-07 14:25:00",22.39,17.315,123,437,0.00289194813183905,0 +"4116","2015-02-07 14:25:59",22.39,17.34,138,436,0.00289614306911706,0 +"4117","2015-02-07 14:26:59",22.39,17.39,116,442.75,0.00290453311264054,0 +"4118","2015-02-07 14:28:00",22.39,17.39,122.75,441.5,0.00290453311264054,0 +"4119","2015-02-07 14:29:00",22.39,17.4175,128.25,442,0.00290914773261095,0 +"4120","2015-02-07 14:30:00",22.365,17.39,126.5,441,0.00290009948519122,0 +"4121","2015-02-07 14:31:00",22.3566666666667,17.5,119,442.333333333333,0.00291704408520697,0 +"4122","2015-02-07 14:31:59",22.39,17.525,110,442.25,0.00292718735554075,0 +"4123","2015-02-07 14:32:59",22.39,17.6,125,442.666666666667,0.00293977375579381,0 +"4124","2015-02-07 14:34:00",22.365,17.6,116,442,0.00293528608255412,0 +"4125","2015-02-07 14:35:00",22.29,17.6,119,438,0.00292185917958549,0 +"4126","2015-02-07 14:36:00",22.29,17.6,116,440.5,0.00292185917958549,0 +"4127","2015-02-07 14:37:00",22.34,17.6,107,445,0.00293080443339284,0 +"4128","2015-02-07 14:38:00",22.29,17.6,107,439.5,0.00292185917958549,0 +"4129","2015-02-07 14:38:59",22.29,17.6,118,440.666666666667,0.00292185917958549,0 +"4130","2015-02-07 14:39:59",22.29,17.675,100,440.5,0.00293436902381121,0 +"4131","2015-02-07 14:41:00",22.29,17.7,100,440,0.0029385390831873,0 +"4132","2015-02-07 14:42:00",22.29,17.7,100,442.75,0.0029385390831873,0 +"4133","2015-02-07 14:43:00",22.29,17.7,100,443,0.0029385390831873,0 +"4134","2015-02-07 14:44:00",22.2225,17.675,99.5,443.5,0.00292227923054319,0 +"4135","2015-02-07 14:44:59",22.2,17.7,87,445.5,0.00292240610175194,0 +"4136","2015-02-07 14:45:59",22.2,17.7,87,444.5,0.00292240610175194,0 +"4137","2015-02-07 14:47:00",22.2,17.7,105,441.25,0.00292240610175194,0 +"4138","2015-02-07 14:48:00",22.2,17.7,105,442,0.00292240610175194,0 +"4139","2015-02-07 14:49:00",22.175,17.745,90.5,440.25,0.00292539194050672,0 +"4140","2015-02-07 14:50:00",22.15,17.745,97.75,441.25,0.00292091895741881,0 +"4141","2015-02-07 14:51:00",22.175,17.79,93.25,441.5,0.00293284549682129,0 +"4142","2015-02-07 14:51:59",22.15,17.79,87,438.5,0.002928361063692,0 +"4143","2015-02-07 14:53:00",22.1,17.79,87,445.333333333333,0.00291941028159241,0 +"4144","2015-02-07 14:54:00",22.1333333333333,17.79,87,443.666666666667,0.00292537479224092,0 +"4145","2015-02-07 14:55:00",22.125,17.815,70,438.75,0.00292801088828591,0 +"4146","2015-02-07 14:55:59",22.1,17.8233333333333,89.3333333333333,441,0.00292490613802693,0 +"4147","2015-02-07 14:57:00",22.1,17.865,91.75,438,0.00293177609450907,0 +"4148","2015-02-07 14:57:59",22.1,17.89,81,437,0.00293589814090107,0 +"4149","2015-02-07 14:58:59",22.1,17.89,81,446.25,0.00293589814090107,0 +"4150","2015-02-07 15:00:00",22.1,17.945,76.5,445.25,0.00294496683437676,0 +"4151","2015-02-07 15:01:00",22.05,17.945,63,443.5,0.00293596160645754,0 +"4152","2015-02-07 15:02:00",22.0666666666667,17.9633333333333,82.3333333333333,441.666666666667,0.00294197741685179,0 +"4153","2015-02-07 15:03:00",22.025,17.9175,77.5,445.5,0.00292695458173188,0 +"4154","2015-02-07 15:04:00",22,17.9725,77.5,446.5,0.00293148722400857,0 +"4155","2015-02-07 15:04:59",22,18,78.5,445.25,0.00293599391064927,0 +"4156","2015-02-07 15:06:00",22,18,74,446,0.00293599391064927,0 +"4157","2015-02-07 15:07:00",21.9633333333333,18,74,443,0.00292940287560619,0 +"4158","2015-02-07 15:08:00",21.9725,18.05,74,440.5,0.00293922969090823,0 +"4159","2015-02-07 15:08:59",21.9725,18.025,69.75,441,0.00293513952533345,0 +"4160","2015-02-07 15:10:00",21.89,18.1,57,439.333333333333,0.00293253765841459,0 +"4161","2015-02-07 15:10:59",21.89,18.1,69.75,437,0.00293253765841459,0 +"4162","2015-02-07 15:11:59",21.89,18.1,68,438,0.00293253765841459,0 +"4163","2015-02-07 15:13:00",21.89,18.1,68,446,0.00293253765841459,0 +"4164","2015-02-07 15:14:00",21.89,18.1,64.4,442,0.00293253765841459,0 +"4165","2015-02-07 15:15:00",21.8566666666667,18.1666666666667,62,442,0.00293737738802671,0 +"4166","2015-02-07 15:16:00",21.865,18.175,68,437.5,0.00294023401366207,0 +"4167","2015-02-07 15:16:59",21.865,18.2,68,441,0.00294429749632691,0 +"4168","2015-02-07 15:17:59",21.8233333333333,18.23,50,441.333333333333,0.00294164337153825,0 +"4169","2015-02-07 15:19:00",21.84,18.245,57.25,440.5,0.00294708788761225,0 +"4170","2015-02-07 15:20:00",21.79,18.2,64.5,442.5,0.00293077750158866,0 +"4171","2015-02-07 15:21:00",21.79,18.2,64.5,436.5,0.00293077750158866,0 +"4172","2015-02-07 15:22:00",21.79,18.29,52,442,0.00294533898497527,0 +"4173","2015-02-07 15:23:00",21.745,18.29,54.5,440,0.00293721286146087,0 +"4174","2015-02-07 15:23:59",21.745,18.315,62,438.5,0.00294124662586406,0 +"4175","2015-02-07 15:24:59",21.745,18.34,62,442,0.00294528044234083,0 +"4176","2015-02-07 15:26:00",21.7,18.39,44,442,0.00294519709219547,0 +"4177","2015-02-07 15:27:00",21.7,18.39,51,441.5,0.00294519709219547,0 +"4178","2015-02-07 15:28:00",21.7,18.39,62.6666666666667,442,0.00294519709219547,0 +"4179","2015-02-07 15:29:00",21.7,18.39,58,441.75,0.00294519709219547,0 +"4180","2015-02-07 15:29:59",21.6666666666667,18.4266666666667,44,440.666666666667,0.00294505995319839,0 +"4181","2015-02-07 15:30:59",21.7,18.4725,44,442.5,0.00295847248431251,0 +"4182","2015-02-07 15:32:00",21.65,18.445,44,443,0.00294498641014222,0 +"4183","2015-02-07 15:33:00",21.6,18.5,51,442.5,0.00294474595872457,0 +"4184","2015-02-07 15:34:00",21.6,18.5,53.75,446.5,0.00294474595872457,0 +"4185","2015-02-07 15:35:00",21.6,18.5,45.3333333333333,442,0.00294474595872457,0 +"4186","2015-02-07 15:36:00",21.6,18.525,47.75,442.5,0.00294874421041685,0 +"4187","2015-02-07 15:36:59",21.6,18.575,55,440.5,0.00295674086728271,0 +"4188","2015-02-07 15:38:00",21.5666666666667,18.6,55,440,0.00295467755695997,0 +"4189","2015-02-07 15:39:00",21.55,18.65,50.5,439.25,0.00295962309490279,0 +"4190","2015-02-07 15:40:00",21.5,18.6,37,442,0.00294258686944843,0 +"4191","2015-02-07 15:40:59",21.5,18.7,37,442,0.00295848247696224,0 +"4192","2015-02-07 15:42:00",21.5,18.7,37,438.75,0.00295848247696224,0 +"4193","2015-02-07 15:42:59",21.5,18.7,37,439,0.00295848247696224,0 +"4194","2015-02-07 15:43:59",21.5,18.7675,37,440.75,0.00296921246916454,0 +"4195","2015-02-07 15:45:00",21.5,18.79,37,440,0.00297278921511004,0 +"4196","2015-02-07 15:46:00",21.5,18.79,37,439.5,0.00297278921511004,0 +"4197","2015-02-07 15:47:00",21.445,18.815,37,440,0.0029667053761862,0 +"4198","2015-02-07 15:48:00",21.39,18.79,37,439,0.00295272997149686,0 +"4199","2015-02-07 15:49:00",21.39,18.815,43.75,439,0.00295667723836028,0 +"4200","2015-02-07 15:49:59",21.39,18.89,33.5,436.75,0.00296851933813242,0 +"4201","2015-02-07 15:51:00",21.39,18.89,38.3333333333333,440.333333333333,0.00296851933813242,0 +"4202","2015-02-07 15:52:00",21.365,18.89,33.5,440.75,0.00296395265745206,0 +"4203","2015-02-07 15:53:00",21.365,18.89,33.5,443.25,0.00296395265745206,0 +"4204","2015-02-07 15:53:59",21.29,18.89,48,444,0.00295028967942359,0 +"4205","2015-02-07 15:55:00",21.29,18.945,33.5,435.75,0.00295892058724676,0 +"4206","2015-02-07 15:55:59",21.29,19,40.75,436.5,0.0029675517334684,0 +"4207","2015-02-07 15:56:59",21.3233333333333,19.0333333333333,48,440.333333333333,0.00297889488999471,0 +"4208","2015-02-07 15:58:00",21.29,19.1,48,439,0.00298324533740384,0 +"4209","2015-02-07 15:59:00",21.29,19.1,48,438,0.00298324533740384,0 +"4210","2015-02-07 16:00:00",21.29,19.1,42.3333333333333,437.666666666667,0.00298324533740384,0 +"4211","2015-02-07 16:01:00",21.272,19.16,39.5,439.75,0.00298934382002562,0 +"4212","2015-02-07 16:01:59",21.26,19.1666666666667,40.75,437.75,0.00298817793786851,0 +"4213","2015-02-07 16:02:59",21.2225,19.2,32.25,439.75,0.00298648750587502,0 +"4214","2015-02-07 16:04:00",21.2,19.2,36.5,437.5,0.002982346887216,0 +"4215","2015-02-07 16:05:00",21.2,19.2,31,435.666666666667,0.002982346887216,0 +"4216","2015-02-07 16:06:00",21.2,19.2675,37,435.75,0.00299288215034748,0 +"4217","2015-02-07 16:07:00",21.2,19.29,19,443,0.00299639398365479,0 +"4218","2015-02-07 16:08:00",21.2,19.29,31,440.25,0.00299639398365479,0 +"4219","2015-02-07 16:08:59",21.15,19.34,31,439.5,0.00299494729809699,0 +"4220","2015-02-07 16:09:59",21.2,19.39,22,433.5,0.00301200260918866,0 +"4221","2015-02-07 16:11:00",21.1,19.39,19.75,433.5,0.0029934776556324,0 +"4222","2015-02-07 16:12:00",21.1,19.445,26.5,439.5,0.00300200967691895,0 +"4223","2015-02-07 16:13:00",21.125,19.5,19,439,0.00301519021799044,0 +"4224","2015-02-07 16:14:00",21.1,19.5,24,435,0.00301054193115634,0 +"4225","2015-02-07 16:14:59",21.1,19.55,24,437,0.00301829872807308,0 +"4226","2015-02-07 16:15:59",21.075,19.575,24,436,0.00301751719237901,0 +"4227","2015-02-07 16:17:00",21.0333333333333,19.5,24,438,0.00299817731685058,0 +"4228","2015-02-07 16:18:00",21.075,19.575,24,441.25,0.00301751719237901,0 +"4229","2015-02-07 16:19:00",21.0333333333333,19.6,24,440.333333333333,0.00301362707923355,0 +"4230","2015-02-07 16:20:00",21,19.6,24,438,0.00300742962468002,0 +"4231","2015-02-07 16:21:00",21,19.675,24,436,0.00301899350254098,0 +"4232","2015-02-07 16:21:59",21,19.66,24,440.25,0.00301668069273616,0 +"4233","2015-02-07 16:23:00",21,19.79,24,444,0.00303672561304647,0 +"4234","2015-02-07 16:24:00",21,19.79,12,444,0.00303672561304647,0 +"4235","2015-02-07 16:25:00",20.945,19.79,6,437.2,0.00302642448004896,0 +"4236","2015-02-07 16:25:59",20.89,19.79,6,439.5,0.00301615411603875,0 +"4237","2015-02-07 16:27:00",20.9175,19.84,6,433.5,0.00302895599304688,0 +"4238","2015-02-07 16:27:59",20.89,19.84,6,439.25,0.00302381156158785,0 +"4239","2015-02-07 16:28:59",20.89,19.865,6,443.75,0.00302764035472478,0 +"4240","2015-02-07 16:30:00",20.8566666666667,19.8233333333333,6,446,0.00301503897674977,0 +"4241","2015-02-07 16:31:00",20.89,19.945,11.5,437,0.00303989280799839,0 +"4242","2015-02-07 16:32:00",20.865,19.945,13.5,435.75,0.00303519777046834,0 +"4243","2015-02-07 16:33:00",20.89,20,10,438,0.00304831664828052,0 +"4244","2015-02-07 16:34:00",20.8566666666667,20,9.33333333333333,441.333333333333,0.00304204058962159,0 +"4245","2015-02-07 16:34:59",20.8566666666667,20,9.33333333333333,444.333333333333,0.00304204058962159,0 +"4246","2015-02-07 16:36:00",20.815,19.9725,7,438.5,0.00303001914873219,0 +"4247","2015-02-07 16:37:00",20.815,20,7,438.75,0.00303421151329867,0 +"4248","2015-02-07 16:38:00",20.79,20,7,441.5,0.0030295225859519,0 +"4249","2015-02-07 16:38:59",20.79,20,10.5,438.75,0.0030295225859519,0 +"4250","2015-02-07 16:40:00",20.79,20,14,437.333333333333,0.0030295225859519,0 +"4251","2015-02-07 16:40:59",20.79,20,14,438.75,0.0030295225859519,0 +"4252","2015-02-07 16:41:59",20.79,20.075,10.5,440,0.00304093883780894,0 +"4253","2015-02-07 16:43:00",20.79,20.15,14,440.5,0.00305235550671248,0 +"4254","2015-02-07 16:44:00",20.79,20.15,14,441,0.00305235550671248,0 +"4255","2015-02-07 16:45:00",20.79,20.2,14,439.333333333333,0.00305996685101862,0 +"4256","2015-02-07 16:46:00",20.7225,20.245,14,436.75,0.00305403274259712,0 +"4257","2015-02-07 16:46:59",20.7225,20.29,14,435.75,0.00306085456388902,0 +"4258","2015-02-07 16:47:59",20.7225,20.245,14,436.75,0.00305403274259712,0 +"4259","2015-02-07 16:49:00",20.7,20.365,14,437.5,0.0030679480970216,0 +"4260","2015-02-07 16:50:00",20.7,20.39,14,440.75,0.00307173289826042,0 +"4261","2015-02-07 16:51:00",20.7,20.39,14,441,0.00307173289826042,0 +"4262","2015-02-07 16:52:00",20.7,20.5,14,433.75,0.00308838656823511,0 +"4263","2015-02-07 16:53:00",20.7,20.5,14,438,0.00308838656823511,0 +"4264","2015-02-07 16:53:59",20.7,20.525,14,442.75,0.00309217161698958,0 +"4265","2015-02-07 16:54:59",20.6666666666667,20.4966666666667,14,441,0.00308151467156501,0 +"4266","2015-02-07 16:56:00",20.7,20.575,14,436.5,0.00309974185201605,0 +"4267","2015-02-07 16:57:00",20.7,20.6,14,435,0.00310352703828971,0 +"4268","2015-02-07 16:58:00",20.7,20.6,4.66666666666667,441,0.00310352703828971,0 +"4269","2015-02-07 16:59:00",20.7,20.6,0,443,0.00310352703828971,0 +"4270","2015-02-07 16:59:59",20.7,20.65,0,439,0.00311109754836204,0 +"4271","2015-02-07 17:00:59",20.6333333333333,20.6333333333333,0,438,0.00309576545382003,0 +"4272","2015-02-07 17:02:00",20.7,20.7,0,436.5,0.00311866824180661,0 +"4273","2015-02-07 17:03:00",20.6,20.6333333333333,0,437.666666666667,0.00308937861195374,0 +"4274","2015-02-07 17:04:00",20.6,20.7,0,438,0.00309941018839007,0 +"4275","2015-02-07 17:05:00",20.7,20.7,0,443,0.00311866824180661,0 +"4276","2015-02-07 17:06:00",20.6,20.7,0,439,0.00309941018839007,0 +"4277","2015-02-07 17:06:59",20.6,20.7,0,439,0.00309941018839007,0 +"4278","2015-02-07 17:08:00",20.6,20.7,0,440,0.00309941018839007,0 +"4279","2015-02-07 17:09:00",20.6,20.745,0,439.5,0.00310618168450477,0 +"4280","2015-02-07 17:10:00",20.6,20.79,0,431.666666666667,0.00311295332732784,0 +"4281","2015-02-07 17:10:59",20.6,20.79,0,434.5,0.00311295332732784,0 +"4282","2015-02-07 17:12:00",20.6,20.89,0,437,0.00312800194776641,0 +"4283","2015-02-07 17:12:59",20.6,20.89,0,441.5,0.00312800194776641,0 +"4284","2015-02-07 17:13:59",20.55,20.89,0,431,0.00311832334195416,0 +"4285","2015-02-07 17:15:00",20.6,20.89,0,437,0.00312800194776641,0 +"4286","2015-02-07 17:16:00",20.6,20.9633333333333,0,433.666666666667,0.0031390380632509,0 +"4287","2015-02-07 17:17:00",20.6,21.0333333333333,0,439.666666666667,0.00314957290062984,0 +"4288","2015-02-07 17:18:00",20.6,21.05,0,439.5,0.00315208124757807,0 +"4289","2015-02-07 17:19:00",20.5,21,0,440,0.00312512262022728,0 +"4290","2015-02-07 17:19:59",20.5,21,0,436,0.00312512262022728,0 +"4291","2015-02-07 17:21:00",20.6,21,0,435,0.00314455626711953,0 +"4292","2015-02-07 17:22:00",20.5,21.15,0,440,0.00314755788405506,0 +"4293","2015-02-07 17:23:00",20.5,21.1,0,438,0.00314007928385138,0 +"4294","2015-02-07 17:23:59",20.5,21.1,0,435,0.00314007928385138,0 +"4295","2015-02-07 17:25:00",20.55,21.1,0,435,0.00314982952071157,0 +"4296","2015-02-07 17:25:59",20.5,21.1,0,434,0.00314007928385138,0 +"4297","2015-02-07 17:26:59",20.5,21.2,0,436,0.00315503666319505,0 +"4298","2015-02-07 17:28:00",20.5,21.245,0,439.5,0.00316176771741689,0 +"4299","2015-02-07 17:29:00",20.5,21.26,0,441.333333333333,0.00316401143436801,0 +"4300","2015-02-07 17:30:00",20.5,21.245,0,442,0.00316176771741689,0 +"4301","2015-02-07 17:31:00",20.5,21.29,0,435.5,0.00316849891658704,0 +"4302","2015-02-07 17:31:59",20.5,21.29,0,436.5,0.00316849891658704,0 +"4303","2015-02-07 17:32:59",20.5,21.29,0,441.666666666667,0.00316849891658704,0 +"4304","2015-02-07 17:34:00",20.5,21.29,0,442,0.00316849891658704,0 +"4305","2015-02-07 17:35:00",20.5,21.39,0,440,0.00318345765593941,0 +"4306","2015-02-07 17:36:00",20.5,21.39,0,437.25,0.00318345765593941,0 +"4307","2015-02-07 17:37:00",20.5,21.39,0,437,0.00318345765593941,0 +"4308","2015-02-07 17:38:00",20.5,21.445,0,435.5,0.00319168526771891,0 +"4309","2015-02-07 17:38:59",20.5,21.39,0,433.5,0.00318345765593941,0 +"4310","2015-02-07 17:39:59",20.5,21.39,0,436,0.00318345765593941,0 +"4311","2015-02-07 17:41:00",20.5,21.39,0,439,0.00318345765593941,0 +"4312","2015-02-07 17:42:00",20.5,21.495,0,438.5,0.00319916510271387,0 +"4313","2015-02-07 17:43:00",20.5,21.55,0,435.5,0.0032073931279312,0 +"4314","2015-02-07 17:44:00",20.4633333333333,21.5666666666667,0,438.666666666667,0.00320259384792963,0 +"4315","2015-02-07 17:44:59",20.4725,21.625,0,442.5,0.00321312769351576,0 +"4316","2015-02-07 17:45:59",20.5,21.6,0,437.5,0.0032148733387929,0 +"4317","2015-02-07 17:47:00",20.5,21.6,0,435,0.0032148733387929,0 +"4318","2015-02-07 17:48:00",20.39,21.6,0,434,0.00319300501924389,0 +"4319","2015-02-07 17:49:00",20.39,21.6,0,438,0.00319300501924389,0 +"4320","2015-02-07 17:50:00",20.39,21.6333333333333,0,431,0.00319795783031077,0 +"4321","2015-02-07 17:51:00",20.39,21.7,0,430,0.00320786368786681,0 +"4322","2015-02-07 17:51:59",20.39,21.76,0,436.666666666667,0.00321677922805883,0 +"4323","2015-02-07 17:53:00",20.39,21.76,0,439.333333333333,0.00321677922805883,0 +"4324","2015-02-07 17:54:00",20.5,21.89,0,437,0.00325826209175758,0 +"4325","2015-02-07 17:55:00",20.39,21.79,0,443.5,0.00322123709350804,0 +"4326","2015-02-07 17:55:59",20.39,21.89,0,435,0.00323609710413411,0 +"4327","2015-02-07 17:57:00",20.39,21.89,0,434,0.00323609710413411,0 +"4328","2015-02-07 17:57:59",20.39,21.89,0,437.666666666667,0.00323609710413411,0 +"4329","2015-02-07 17:58:59",20.39,22,0,441.5,0.00325244393170573,0 +"4330","2015-02-07 18:00:00",20.39,22,0,433,0.00325244393170573,0 +"4331","2015-02-07 18:01:00",20.39,22,0,433.333333333333,0.00325244393170573,0 +"4332","2015-02-07 18:02:00",20.39,22,0,433,0.00325244393170573,0 +"4333","2015-02-07 18:03:00",20.39,22,0,432,0.00325244393170573,0 +"4334","2015-02-07 18:04:00",20.39,22.1,0,439,0.00326730542580999,0 +"4335","2015-02-07 18:04:59",20.39,22.05,0,441,0.00325987459044898,0 +"4336","2015-02-07 18:06:00",20.39,22.1,0,442.5,0.00326730542580999,0 +"4337","2015-02-07 18:07:00",20.39,22.1,0,444.5,0.00326730542580999,0 +"4338","2015-02-07 18:08:00",20.39,22.1,0,440,0.00326730542580999,0 +"4339","2015-02-07 18:08:59",20.39,22.2,0,433,0.0032821676264105,0 +"4340","2015-02-07 18:10:00",20.39,22.2,0,436,0.0032821676264105,0 +"4341","2015-02-07 18:10:59",20.39,22.2,0,441,0.0032821676264105,0 +"4342","2015-02-07 18:11:59",20.39,22.245,0,433,0.00328885584718856,0 +"4343","2015-02-07 18:13:00",20.3566666666667,22.29,0,434.333333333333,0.00328873027470996,0 +"4344","2015-02-07 18:14:00",20.34,22.29,0,434,0.00328532796340797,0 +"4345","2015-02-07 18:15:00",20.34,22.34,0,437,0.00329273648694994,0 +"4346","2015-02-07 18:16:00",20.29,22.34,0,438.5,0.00328252505565792,0 +"4347","2015-02-07 18:16:59",20.29,22.29,0,439,0.00327513962776155,0 +"4348","2015-02-07 18:17:59",20.39,22.39,0,432,0.00331040775412912,0 +"4349","2015-02-07 18:19:00",20.34,22.445,0,442,0.0033082949578363,0 +"4350","2015-02-07 18:20:00",20.29,22.5,0,439.333333333333,0.00330615959738039,0 +"4351","2015-02-07 18:21:00",20.29,22.5,0,432,0.00330615959738039,0 +"4352","2015-02-07 18:22:00",20.29,22.6,0,434,0.00332093209327951,0 +"4353","2015-02-07 18:23:00",20.29,22.6,0,434,0.00332093209327951,0 +"4354","2015-02-07 18:23:59",20.29,22.65,0,435,0.00332831860297592,0 +"4355","2015-02-07 18:24:59",20.29,22.7,0,437,0.00333570528717845,0 +"4356","2015-02-07 18:26:00",20.29,22.7,0,437,0.00333570528717845,0 +"4357","2015-02-07 18:27:00",20.29,22.7,0,437,0.00333570528717845,0 +"4358","2015-02-07 18:28:00",20.29,22.7,0,436,0.00333570528717845,0 +"4359","2015-02-07 18:29:00",20.29,22.745,0,438,0.0033423534521686,0 +"4360","2015-02-07 18:29:59",20.29,22.79,0,428,0.00334900175851823,0 +"4361","2015-02-07 18:30:59",20.29,22.79,0,433,0.00334900175851823,0 +"4362","2015-02-07 18:32:00",20.29,22.79,0,435,0.00334900175851823,0 +"4363","2015-02-07 18:33:00",20.29,22.89,0,439.5,0.00336377627875311,0 +"4364","2015-02-07 18:34:00",20.29,22.89,0,438.5,0.00336377627875311,0 +"4365","2015-02-07 18:35:00",20.29,22.89,0,440,0.00336377627875311,0 +"4366","2015-02-07 18:36:00",20.29,23,0,438,0.00338002905736888,0 +"4367","2015-02-07 18:36:59",20.2,22.89,0,437,0.00334501033919613,0 +"4368","2015-02-07 18:38:00",20.29,23,0,435.5,0.00338002905736888,0 +"4369","2015-02-07 18:39:00",20.245,22.9725,0,436,0.00336653702317086,0 +"4370","2015-02-07 18:40:00",20.26,22.9966666666667,0,435.25,0.00337324142751268,0 +"4371","2015-02-07 18:40:59",20.2,23,0,432,0.00336117195896949,0 +"4372","2015-02-07 18:42:00",20.245,23.05,0,436,0.00337795604810557,0 +"4373","2015-02-07 18:42:59",20.245,23.05,0,441,0.00337795604810557,0 +"4374","2015-02-07 18:43:59",20.2,23,0,437,0.00336117195896949,0 +"4375","2015-02-07 18:45:00",20.2,23.1,0,438,0.00337586506550852,0 +"4376","2015-02-07 18:46:00",20.2,23.1,0,436,0.00337586506550852,0 +"4377","2015-02-07 18:47:00",20.2,23.23,0,438,0.00339496713624954,0 +"4378","2015-02-07 18:48:00",20.2,23.2,0,435,0.00339055886250441,0 +"4379","2015-02-07 18:49:00",20.2,23.29,0,441,0.00340378387018154,0 +"4380","2015-02-07 18:49:59",20.2,23.29,0,436,0.00340378387018154,0 +"4381","2015-02-07 18:51:00",20.1,23.29,0,434.5,0.00338267464632764,0 +"4382","2015-02-07 18:52:00",20.15,23.29,0,438,0.00339321479163625,0 +"4383","2015-02-07 18:53:00",20.15,23.29,0,439,0.00339321479163625,0 +"4384","2015-02-07 18:53:59",20.2,23.3566666666667,0,440,0.00341358053278282,0 +"4385","2015-02-07 18:55:00",20.15,23.29,0,441.5,0.00339321479163625,0 +"4386","2015-02-07 18:55:59",20.15,23.34,0,439.5,0.00340053932116234,0 +"4387","2015-02-07 18:56:59",20.2,23.39,0,439,0.00341847897917952,0 +"4388","2015-02-07 18:58:00",20.1,23.34,0,436.5,0.00338997630076753,0 +"4389","2015-02-07 18:59:00",20.2,23.34,0,433,0.00341113133835882,0 +"4390","2015-02-07 19:00:00",20.1,23.39,0,439,0.00339727812571033,0 +"4391","2015-02-07 19:01:00",20.2,23.4633333333333,0,439.333333333333,0.00342925583135537,0 +"4392","2015-02-07 19:01:59",20.2,23.445,0,435,0.00342656158349271,0 +"4393","2015-02-07 19:02:59",20.15,23.55,0,438.5,0.00343130421878666,0 +"4394","2015-02-07 19:04:00",20.15,23.5,0,441,0.00342397896862601,0 +"4395","2015-02-07 19:05:00",20.15,23.6,0,441,0.00343862964054265,0 +"4396","2015-02-07 19:06:00",20.15,23.65,0,442,0.0034459552339,0 +"4397","2015-02-07 19:07:00",20.15,23.65,0,440,0.0034459552339,0 +"4398","2015-02-07 19:08:00",20.15,23.6,0,440,0.00343862964054265,0 +"4399","2015-02-07 19:08:59",20.2,23.745,0,444,0.00347065219389873,0 +"4400","2015-02-07 19:09:59",20.2,23.7,0,443,0.00346403820604018,0 +"4401","2015-02-07 19:11:00",20.15,23.7,0,441.5,0.00345328099886475,0 +"4402","2015-02-07 19:12:00",20.2,23.7,0,440.5,0.00346403820604018,0 +"4403","2015-02-07 19:13:00",20.15,23.895,0,440,0.00348185312204922,0 +"4404","2015-02-07 19:14:00",20.15,24,0,442,0.0034972391927462,0 +"4405","2015-02-07 19:14:59",20.1,24.05,0,434.5,0.0034936781973234,0 +"4406","2015-02-07 19:15:59",20.1333333333333,24.0333333333333,0,437.666666666667,0.00349849372433744,0 +"4407","2015-02-07 19:17:00",20.1,24.0666666666667,0,441.666666666667,0.00349611292727846,0 +"4408","2015-02-07 19:18:00",20.1,24,0,436,0.00348637412118249,0 +"4409","2015-02-07 19:19:00",20.1,24.15,0,440,0.0035082868613744,0 +"4410","2015-02-07 19:20:00",20.1,24.1,0,445,0.00350098244405205,0 +"4411","2015-02-07 19:21:00",20.1,24.1,0,441,0.00350098244405205,0 +"4412","2015-02-07 19:21:59",20.1,24.2,0,443,0.00351559144929644,0 +"4413","2015-02-07 19:23:00",20.1,24.1,0,438.5,0.00350098244405205,0 +"4414","2015-02-07 19:24:00",20.2,24.1,0,439,0.00352283411405765,0 +"4415","2015-02-07 19:25:00",20.1,24,0,444,0.00348637412118249,0 +"4416","2015-02-07 19:25:59",20.1,24.05,0,438.5,0.0034936781973234,0 +"4417","2015-02-07 19:27:00",20.1,24.2,0,439,0.00351559144929644,0 +"4418","2015-02-07 19:27:59",20.1,24.15,0,437,0.0035082868613744,0 +"4419","2015-02-07 19:28:59",20.1,24.2,0,435.333333333333,0.00351559144929644,0 +"4420","2015-02-07 19:30:00",20.1,24.2,0,440,0.00351559144929644,0 +"4421","2015-02-07 19:31:00",20.1,24.2,0,435,0.00351559144929644,0 +"4422","2015-02-07 19:32:00",20.05,24.2,0,440,0.00350466483040947,0 +"4423","2015-02-07 19:33:00",20.1,24.245,0,439.5,0.00352216572429394,0 +"4424","2015-02-07 19:34:00",20.1,24.245,0,445,0.00352216572429394,0 +"4425","2015-02-07 19:34:59",20.05,24.245,0,442,0.00351121855756207,0 +"4426","2015-02-07 19:36:00",20.0666666666667,24.29,0,441,0.00352142498332395,0 +"4427","2015-02-07 19:37:00",20,24.3233333333333,0,441.5,0.00351167439325981,0 +"4428","2015-02-07 19:38:00",20.1,24.39,0,440,0.0035433504393747,0 +"4429","2015-02-07 19:38:59",20.0666666666667,24.4633333333333,0,439.333333333333,0.00354669714352311,0 +"4430","2015-02-07 19:40:00",20.1,24.5,0,446,0.00355942255975679,0 +"4431","2015-02-07 19:40:59",20,24.445,0,445,0.00352933965427684,0 +"4432","2015-02-07 19:41:59",20,24.5,0,444,0.00353732564769569,0 +"4433","2015-02-07 19:43:00",20.1,24.6,0,445,0.0035740342949787,0 +"4434","2015-02-07 19:44:00",20,24.5,0,443.5,0.00353732564769569,0 +"4435","2015-02-07 19:45:00",20,24.5,0,444,0.00353732564769569,0 +"4436","2015-02-07 19:46:00",20.1,24.7,0,443,0.00358864671281456,0 +"4437","2015-02-07 19:46:59",20,24.6,0,443,0.00355184615815818,0 +"4438","2015-02-07 19:47:59",20,24.7,0,443,0.00356636734276148,0 +"4439","2015-02-07 19:49:00",20,24.7,0,442,0.00356636734276148,0 +"4440","2015-02-07 19:50:00",20,24.7,0,447,0.00356636734276148,0 +"4441","2015-02-07 19:51:00",20,24.745,0,441.5,0.00357290209578391,0 +"4442","2015-02-07 19:52:00",20,24.79,0,441.666666666667,0.00357943698533364,0 +"4443","2015-02-07 19:53:00",20,24.89,0,434,0.00359395945093381,0 +"4444","2015-02-07 19:53:59",20,24.89,0,439,0.00359395945093381,0 +"4445","2015-02-07 19:54:59",20,24.89,0,440,0.00359395945093381,0 +"4446","2015-02-07 19:56:00",20,24.945,0,439,0.00360194709442146,0 +"4447","2015-02-07 19:57:00",20,25,0,437,0.00360993494188571,0 +"4448","2015-02-07 19:58:00",20,25,0,442,0.00360993494188571,0 +"4449","2015-02-07 19:59:00",20,25.0666666666667,0,446.333333333333,0.00361961745471477,0 +"4450","2015-02-07 19:59:59",20,25.025,0,442,0.00361356584907457,0 +"4451","2015-02-07 20:00:59",20,25.1,0,440.5,0.00362445882352175,0 +"4452","2015-02-07 20:02:00",20,25.05,0,441,0.00361719679840972,0 +"4453","2015-02-07 20:03:00",20,25,0,443,0.00360993494188571,0 +"4454","2015-02-07 20:04:00",20,25,0,441.666666666667,0.00360993494188571,0 +"4455","2015-02-07 20:05:00",20,25,0,438.5,0.00360993494188571,0 +"4456","2015-02-07 20:06:00",20,25,0,443,0.00360993494188571,0 +"4457","2015-02-07 20:06:59",20.025,25.025,0,440.5,0.00361919821447153,0 +"4458","2015-02-07 20:08:00",20.025,25.05,0,441.25,0.00362283485604032,0 +"4459","2015-02-07 20:09:00",20.05,25.1,0,443.5,0.00363576547200194,0 +"4460","2015-02-07 20:10:00",20,25,0,445.5,0.00360993494188571,0 +"4461","2015-02-07 20:10:59",20,25.1,0,447,0.00362445882352175,0 +"4462","2015-02-07 20:12:00",20,25.1,0,445,0.00362445882352175,0 +"4463","2015-02-07 20:12:59",20,25.0666666666667,0,443,0.00361961745471477,0 +"4464","2015-02-07 20:13:59",20.1,25.2,0,444,0.00366171904287748,0 +"4465","2015-02-07 20:15:00",20,25.1333333333333,0,445.333333333333,0.00362930026725936,0 +"4466","2015-02-07 20:16:00",20.05,25.15,0,443,0.00364305045233985,0 +"4467","2015-02-07 20:17:00",20,25.2,0,440.5,0.00363898337953339,0 +"4468","2015-02-07 20:18:00",20,25.2,0,440.5,0.00363898337953339,0 +"4469","2015-02-07 20:19:00",20,25.2,0,439,0.00363898337953339,0 +"4470","2015-02-07 20:19:59",20.0333333333333,25.23,0,447,0.00365091467257836,0 +"4471","2015-02-07 20:21:00",20,25.2,0,447,0.00363898337953339,0 +"4472","2015-02-07 20:22:00",20,25.29,0,442,0.00365205605657382,0 +"4473","2015-02-07 20:23:00",20,25.2675,0,439,0.00364878783609788,0 +"4474","2015-02-07 20:23:59",20,25.29,0,440,0.00365205605657382,0 +"4475","2015-02-07 20:25:00",20,25.34,0,440,0.00365931889099011,0 +"4476","2015-02-07 20:25:59",20.0333333333333,25.3566666666667,0,442,0.00366935214024042,0 +"4477","2015-02-07 20:26:59",20,25.34,0,440,0.00365931889099011,0 +"4478","2015-02-07 20:28:00",20,25.39,0,439.5,0.00366658189402849,0 +"4479","2015-02-07 20:29:00",20,25.445,0,439.5,0.00367457139213622,0 +"4480","2015-02-07 20:30:00",20,25.5,0,440,0.00368256109429158,0 +"4481","2015-02-07 20:31:00",20,25.55,0,441,0.00368982463696009,0 +"4482","2015-02-07 20:31:59",20,25.6,0,443,0.00369708834827534,0 +"4483","2015-02-07 20:32:59",20,25.65,0,442,0.00370435222824321,0 +"4484","2015-02-07 20:34:00",20,25.7,0,445,0.00371161627686957,0 +"4485","2015-02-07 20:35:00",20,25.65,0,441,0.00370435222824321,0 +"4486","2015-02-07 20:36:00",20,25.7,0,439.5,0.00371161627686957,0 +"4487","2015-02-07 20:37:00",19.945,25.745,0,440,0.00370543008606362,0 +"4488","2015-02-07 20:38:00",20,25.84,0,434,0.0037319565103366,0 +"4489","2015-02-07 20:38:59",20,25.89,0,440,0.00373922119991882,0 +"4490","2015-02-07 20:39:59",20,25.89,0,443,0.00373922119991882,0 +"4491","2015-02-07 20:41:00",19.945,25.89,0,442.5,0.00372642469747065,0 +"4492","2015-02-07 20:42:00",19.89,25.89,0,441,0.00371366683650005,0 +"4493","2015-02-07 20:43:00",19.945,25.89,0,443,0.00372642469747065,0 +"4494","2015-02-07 20:44:00",19.9266666666667,25.9633333333333,0,444.333333333333,0.00373277408699372,0 +"4495","2015-02-07 20:44:59",19.9266666666667,26,0,446.333333333333,0.00373807737101431,0 +"4496","2015-02-07 20:45:59",19.89,26.1,0,436,0.00374397059334565,0 +"4497","2015-02-07 20:47:00",19.89,26.1,0,438.5,0.00374397059334565,0 +"4498","2015-02-07 20:48:00",20,26.1,0,436,0.0037697347382913,0 +"4499","2015-02-07 20:49:00",19.89,26.1,0,443,0.00374397059334565,0 +"4500","2015-02-07 20:50:00",19.89,26.1,0,445.5,0.00374397059334565,0 +"4501","2015-02-07 20:51:00",19.89,26.1,0,445.5,0.00374397059334565,0 +"4502","2015-02-07 20:51:59",19.89,26.2,0,441.333333333333,0.00375840198544118,0 +"4503","2015-02-07 20:53:00",19.89,26.2,0,440,0.00375840198544118,0 +"4504","2015-02-07 20:54:00",19.89,26.245,0,438.5,0.00376489632905666,0 +"4505","2015-02-07 20:55:00",19.89,26.245,0,443.5,0.00376489632905666,0 +"4506","2015-02-07 20:55:59",19.89,26.2,0,441,0.00375840198544118,0 +"4507","2015-02-07 20:57:00",19.89,26.29,0,439,0.00377139080747475,0 +"4508","2015-02-07 20:57:59",19.89,26.29,0,440.5,0.00377139080747475,0 +"4509","2015-02-07 20:58:59",19.89,26.29,0,444,0.00377139080747475,0 +"4510","2015-02-07 21:00:00",19.89,26.29,0,439,0.00377139080747475,0 +"4511","2015-02-07 21:01:00",19.89,26.29,0,438,0.00377139080747475,0 +"4512","2015-02-07 21:02:00",19.89,26.29,0,438,0.00377139080747475,0 +"4513","2015-02-07 21:03:00",19.89,26.39,0,440,0.00378582346438501,0 +"4514","2015-02-07 21:04:00",19.89,26.39,0,443,0.00378582346438501,0 +"4515","2015-02-07 21:04:59",19.79,26.39,0,435,0.00376227454189624,0 +"4516","2015-02-07 21:06:00",19.89,26.6,0,439,0.00381613421099627,0 +"4517","2015-02-07 21:07:00",19.89,26.6,0,438,0.00381613421099627,0 +"4518","2015-02-07 21:08:00",19.8233333333333,26.6,0,440.333333333333,0.00380029395676112,0 +"4519","2015-02-07 21:08:59",19.79,26.5,0,438,0.00377805187958511,0 +"4520","2015-02-07 21:10:00",19.8233333333333,26.6,0,440.666666666667,0.00380029395676112,0 +"4521","2015-02-07 21:10:59",19.89,26.6,0,435.333333333333,0.00381613421099627,0 +"4522","2015-02-07 21:11:59",19.84,26.6,0,437,0.00380424857235653,0 +"4523","2015-02-07 21:13:00",19.89,26.6,0,438,0.00381613421099627,0 +"4524","2015-02-07 21:14:00",19.89,26.6,0,441,0.00381613421099627,0 +"4525","2015-02-07 21:15:00",19.89,26.55,0,442,0.00380891710023879,0 +"4526","2015-02-07 21:16:00",19.89,26.6,0,441.5,0.00381613421099627,0 +"4527","2015-02-07 21:16:59",19.89,26.6,0,440.5,0.00381613421099627,0 +"4528","2015-02-07 21:17:59",19.89,26.6,0,443.666666666667,0.00381613421099627,0 +"4529","2015-02-07 21:19:00",19.89,26.7,0,441,0.00383056893190861,0 +"4530","2015-02-07 21:20:00",19.89,26.79,0,440,0.00384356075007424,0 +"4531","2015-02-07 21:21:00",19.89,26.84,0,429.5,0.00385077865991085,0 +"4532","2015-02-07 21:22:00",19.89,26.7,0,433,0.00383056893190861,0 +"4533","2015-02-07 21:23:00",19.89,26.675,0,443,0.00382696018925405,0 +"4534","2015-02-07 21:23:59",19.89,26.7,0,438.75,0.00383056893190861,0 +"4535","2015-02-07 21:24:59",19.89,26.7,0,441,0.00383056893190861,0 +"4536","2015-02-07 21:26:00",19.89,26.79,0,443,0.00384356075007424,0 +"4537","2015-02-07 21:27:00",19.89,26.7,0,438.666666666667,0.00383056893190861,0 +"4538","2015-02-07 21:28:00",19.89,26.79,0,437,0.00384356075007424,0 +"4539","2015-02-07 21:29:00",19.89,26.79,0,438,0.00384356075007424,0 +"4540","2015-02-07 21:29:59",19.89,26.79,0,437.5,0.00384356075007424,0 +"4541","2015-02-07 21:30:59",19.89,26.84,0,445,0.00385077865991085,0 +"4542","2015-02-07 21:32:00",19.89,26.89,0,443,0.00385799673623897,0 +"4543","2015-02-07 21:33:00",19.89,26.8933333333333,0,440.666666666667,0.00385847794724735,0 +"4544","2015-02-07 21:34:00",19.89,26.945,0,441.5,0.00386593681250449,0 +"4545","2015-02-07 21:35:00",19.89,27,0,442.5,0.00387387709023938,0 +"4546","2015-02-07 21:36:00",19.89,27,0,440.5,0.00387387709023938,0 +"4547","2015-02-07 21:36:59",19.89,27.1,0,438,0.00388831447503451,0 +"4548","2015-02-07 21:38:00",19.89,27.1,0,438,0.00388831447503451,0 +"4549","2015-02-07 21:39:00",19.89,27.1,0,438.5,0.00388831447503451,0 +"4550","2015-02-07 21:40:00",19.79,27.1,0,441,0.00386412409206066,0 +"4551","2015-02-07 21:40:59",19.89,27.2,0,444,0.00390275252591555,0 +"4552","2015-02-07 21:42:00",19.89,27.245,0,441.5,0.00390924986613483,0 +"4553","2015-02-07 21:42:59",19.89,27.29,0,438,0.00391574734125005,0 +"4554","2015-02-07 21:43:59",19.89,27.29,0,441,0.00391574734125005,0 +"4555","2015-02-07 21:45:00",19.79,27.2,0,440.5,0.00387847176283724,0 +"4556","2015-02-07 21:46:00",19.79,27.23,0,443,0.00388277619234767,0 +"4557","2015-02-07 21:47:00",19.79,27.29,0,442,0.0038913852289912,0 +"4558","2015-02-07 21:48:00",19.79,27.29,0,446,0.0038913852289912,0 +"4559","2015-02-07 21:49:00",19.79,27.29,0,444,0.0038913852289912,0 +"4560","2015-02-07 21:49:59",19.79,27.29,0,438,0.0038913852289912,0 +"4561","2015-02-07 21:51:00",19.79,27.29,0,438,0.0038913852289912,0 +"4562","2015-02-07 21:52:00",19.79,27.29,0,437,0.0038913852289912,0 +"4563","2015-02-07 21:53:00",19.79,27.3566666666667,0,437,0.00390095110303563,0 +"4564","2015-02-07 21:53:59",19.79,27.39,0,443.5,0.00390573414970943,0 +"4565","2015-02-07 21:55:00",19.79,27.5,0,444,0.00392151872240996,0 +"4566","2015-02-07 21:55:59",19.79,27.39,0,442,0.00390573414970943,0 +"4567","2015-02-07 21:56:59",19.79,27.5,0,440,0.00392151872240996,0 +"4568","2015-02-07 21:58:00",19.79,27.5,0,441,0.00392151872240996,0 +"4569","2015-02-07 21:59:00",19.79,27.5,0,443.666666666667,0.00392151872240996,0 +"4570","2015-02-07 22:00:00",19.79,27.5,0,438.333333333333,0.00392151872240996,0 +"4571","2015-02-07 22:01:00",19.79,27.5,0,444,0.00392151872240996,0 +"4572","2015-02-07 22:01:59",19.79,27.5,0,444.5,0.00392151872240996,0 +"4573","2015-02-07 22:02:59",19.79,27.6,0,440,0.00393586902483269,0 +"4574","2015-02-07 22:04:00",19.79,27.65,0,441,0.00394304442280048,0 +"4575","2015-02-07 22:05:00",19.79,27.7,0,436.5,0.0039502199852801,0 +"4576","2015-02-07 22:06:00",19.745,27.7,0,435,0.00393913460988321,0 +"4577","2015-02-07 22:07:00",19.79,27.7,0,442,0.0039502199852801,0 +"4578","2015-02-07 22:08:00",19.79,27.7,0,443,0.0039502199852801,0 +"4579","2015-02-07 22:08:59",19.79,27.79,0,441,0.00396313641233127,0 +"4580","2015-02-07 22:09:59",19.7,27.79,0,439,0.00394092026432448,0 +"4581","2015-02-07 22:11:00",19.7,27.84,0,437,0.0039480558071287,0 +"4582","2015-02-07 22:12:00",19.7,27.89,0,440,0.00395519151262096,0 +"4583","2015-02-07 22:13:00",19.73,27.9633333333333,0,439,0.00397309734895495,0 +"4584","2015-02-07 22:14:00",19.79,28,0,438,0.00399327681522299,0 +"4585","2015-02-07 22:14:59",19.7,27.945,0,438,0.00396304097657378,0 +"4586","2015-02-07 22:15:59",19.745,27.945,0,443,0.00397419794197032,0 +"4587","2015-02-07 22:17:00",19.79,27.79,0,439,0.00396313641233127,0 +"4588","2015-02-07 22:18:00",19.745,27.79,0,441,0.00395201456113058,0 +"4589","2015-02-07 22:19:00",19.79,27.79,0,437.5,0.00396313641233127,0 +"4590","2015-02-07 22:20:00",19.79,27.79,0,439.5,0.00396313641233127,0 +"4591","2015-02-07 22:21:00",19.79,27.79,0,435.5,0.00396313641233127,0 +"4592","2015-02-07 22:21:59",19.79,27.79,0,438,0.00396313641233127,0 +"4593","2015-02-07 22:23:00",19.79,27.79,0,437,0.00396313641233127,0 +"4594","2015-02-07 22:24:00",19.79,27.79,0,434.666666666667,0.00396313641233127,0 +"4595","2015-02-07 22:25:00",19.79,27.79,0,439,0.00396313641233127,0 +"4596","2015-02-07 22:25:59",19.79,27.79,0,438,0.00396313641233127,0 +"4597","2015-02-07 22:27:00",19.79,27.84,0,441.5,0.0039703124354741,0 +"4598","2015-02-07 22:27:59",19.79,27.79,0,439.5,0.00396313641233127,0 +"4599","2015-02-07 22:28:59",19.79,27.945,0,436,0.00398538261963677,0 +"4600","2015-02-07 22:30:00",19.79,28.05,0,433.5,0.00400045352944381,0 +"4601","2015-02-07 22:31:00",19.79,28.05,0,433,0.00400045352944381,0 +"4602","2015-02-07 22:32:00",19.79,28.15,0,433.5,0.00401480745156241,0 +"4603","2015-02-07 22:33:00",19.79,28.0333333333333,0,431.666666666667,0.00399806127308636,0 +"4604","2015-02-07 22:34:00",19.79,28.1,0,431.5,0.00400763040822173,0 +"4605","2015-02-07 22:34:59",19.79,28.2,0,430.5,0.0040219846594715,0 +"4606","2015-02-07 22:36:00",19.76,28.23,0,435,0.00401875446850276,0 +"4607","2015-02-07 22:37:00",19.7,28.29,0,438,0.00401228301399633,0 +"4608","2015-02-07 22:38:00",19.745,28.34,0,439.5,0.00403073689314494,0 +"4609","2015-02-07 22:38:59",19.7,28.39,0,440.5,0.00402655751661013,0 +"4610","2015-02-07 22:40:00",19.7,28.39,0,435.5,0.00402655751661013,0 +"4611","2015-02-07 22:40:59",19.7,28.39,0,435.5,0.00402655751661013,0 +"4612","2015-02-07 22:41:59",19.7,28.445,0,438.5,0.00403440877053237,0 +"4613","2015-02-07 22:43:00",19.7,28.5,0,437,0.00404226022138861,0 +"4614","2015-02-07 22:44:00",19.7,28.5,0,430.5,0.00404226022138861,0 +"4615","2015-02-07 22:45:00",19.7,28.5,0,433.5,0.00404226022138861,0 +"4616","2015-02-07 22:46:00",19.7,28.445,0,437.5,0.00403440877053237,0 +"4617","2015-02-07 22:46:59",19.7,28.5,0,436.5,0.00404226022138861,0 +"4618","2015-02-07 22:47:59",19.7,28.5,0,439,0.00404226022138861,0 +"4619","2015-02-07 22:49:00",19.7,28.5,0,437,0.00404226022138861,0 +"4620","2015-02-07 22:50:00",19.7,28.5,0,440.5,0.00404226022138861,0 +"4621","2015-02-07 22:51:00",19.7,28.5333333333333,0,441.333333333333,0.00404701877230097,0 +"4622","2015-02-07 22:52:00",19.7,28.5666666666667,0,439.666666666667,0.00405177739555343,0 +"4623","2015-02-07 22:53:00",19.7,28.6,0,440,0.00405653609114763,0 +"4624","2015-02-07 22:53:59",19.65,28.6,0,439.5,0.00404387831517003,0 +"4625","2015-02-07 22:54:59",19.7,28.65,0,436,0.00406367427018332,0 +"4626","2015-02-07 22:56:00",19.65,28.65,0,438.5,0.00405099407652843,0 +"4627","2015-02-07 22:57:00",19.65,28.65,0,440.5,0.00405099407652843,0 +"4628","2015-02-07 22:58:00",19.7,28.7,0,437.5,0.00407081261199722,0 +"4629","2015-02-07 22:59:00",19.6,28.6,0,435,0.00403125541777448,0 +"4630","2015-02-07 22:59:59",19.7,28.7,0,435.5,0.00407081261199722,0 +"4631","2015-02-07 23:00:59",19.7,28.7,0,440,0.00407081261199722,0 +"4632","2015-02-07 23:02:00",19.6,28.6,0,438,0.00403125541777448,0 +"4633","2015-02-07 23:03:00",19.6666666666667,28.73,0,439.666666666667,0.00406661442155126,0 +"4634","2015-02-07 23:04:00",19.65,28.745,0,441,0.00406451446876457,0 +"4635","2015-02-07 23:05:00",19.65,28.79,0,438,0.00407091906891627,0 +"4636","2015-02-07 23:06:00",19.7,28.945,0,440,0.00410579284002946,0 +"4637","2015-02-07 23:06:59",19.7,28.945,0,441.5,0.00410579284002946,0 +"4638","2015-02-07 23:08:00",19.6,28.89,0,439,0.00407239941233829,0 +"4639","2015-02-07 23:09:00",19.6,28.84,0,435,0.00406530523434103,0 +"4640","2015-02-07 23:10:00",19.65,28.945,0,437,0.0040929803613646,0 +"4641","2015-02-07 23:10:59",19.65,28.945,0,438.5,0.0040929803613646,0 +"4642","2015-02-07 23:12:00",19.6,28.89,0,439,0.00407239941233829,0 +"4643","2015-02-07 23:12:59",19.7,29,0,441,0.00411364608153483,0 +"4644","2015-02-07 23:13:59",19.65,28.945,0,441,0.0040929803613646,0 +"4645","2015-02-07 23:15:00",19.6,28.89,0,444.5,0.00407239941233829,0 +"4646","2015-02-07 23:16:00",19.65,28.945,0,443.5,0.0040929803613646,0 +"4647","2015-02-07 23:17:00",19.7,29.05,0,437.5,0.00412078556295211,0 +"4648","2015-02-07 23:18:00",19.7,29,0,438.5,0.00411364608153483,0 +"4649","2015-02-07 23:19:00",19.6,28.89,0,433.5,0.00407239941233829,0 +"4650","2015-02-07 23:19:59",19.7,29,0,432,0.00411364608153483,0 +"4651","2015-02-07 23:21:00",19.7,28.89,0,433,0.00409793979552548,0 +"4652","2015-02-07 23:22:00",19.6666666666667,28.8566666666667,0,433,0.00408466131240046,0 +"4653","2015-02-07 23:23:00",19.7,28.89,0,439,0.00409793979552548,0 +"4654","2015-02-07 23:23:59",19.7,29,0,440,0.00411364608153483,0 +"4655","2015-02-07 23:25:00",19.65,28.89,0,439,0.00408515198285439,0 +"4656","2015-02-07 23:25:59",19.7,28.945,0,437.5,0.00410579284002946,0 +"4657","2015-02-07 23:26:59",19.7,29.05,0,438,0.00412078556295211,0 +"4658","2015-02-07 23:28:00",19.65,28.945,0,441,0.0040929803613646,0 +"4659","2015-02-07 23:29:00",19.7,29.05,0,438.5,0.00412078556295211,0 +"4660","2015-02-07 23:30:00",19.7,29.05,0,437.5,0.00412078556295211,0 +"4661","2015-02-07 23:31:00",19.7,29.05,0,444,0.00412078556295211,0 +"4662","2015-02-07 23:31:59",19.7,29.1,0,439,0.00412792520719215,0 +"4663","2015-02-07 23:32:59",19.7,29.1,0,438,0.00412792520719215,0 +"4664","2015-02-07 23:34:00",19.6666666666667,29.1,0,439.666666666667,0.0041193332589133,0 +"4665","2015-02-07 23:35:00",19.7,29,0,438,0.00411364608153483,0 +"4666","2015-02-07 23:36:00",19.7,29,0,438,0.00411364608153483,0 +"4667","2015-02-07 23:37:00",19.7,29.05,0,438.5,0.00412078556295211,0 +"4668","2015-02-07 23:38:00",19.7,29,0,438,0.00411364608153483,0 +"4669","2015-02-07 23:38:59",19.7,29.1666666666667,0,439.666666666667,0.00413744498613502,0 +"4670","2015-02-07 23:39:59",19.7,29.1,0,436,0.00412792520719215,0 +"4671","2015-02-07 23:41:00",19.6,29.1,0,438,0.0041021967156572,0 +"4672","2015-02-07 23:42:00",19.6666666666667,29.1,0,440.666666666667,0.0041193332589133,0 +"4673","2015-02-07 23:43:00",19.7,29.1,0,440,0.00412792520719215,0 +"4674","2015-02-07 23:44:00",19.65,29.2,0,435,0.00412927812888797,0 +"4675","2015-02-07 23:44:59",19.65,29.245,0,438,0.00413568405417123,0 +"4676","2015-02-07 23:45:59",19.65,29.245,0,439.5,0.00413568405417123,0 +"4677","2015-02-07 23:47:00",19.65,29.29,0,432.5,0.0041420901105338,0 +"4678","2015-02-07 23:48:00",19.65,29.34,0,433,0.00414920810467655,0 +"4679","2015-02-07 23:49:00",19.6,29.29,0,432,0.00412915862468785,0 +"4680","2015-02-07 23:50:00",19.6,29.29,0,437,0.00412915862468785,0 +"4681","2015-02-07 23:51:00",19.65,29.34,0,435,0.00414920810467655,0 +"4682","2015-02-07 23:51:59",19.6,29.29,0,438,0.00412915862468785,0 +"4683","2015-02-07 23:53:00",19.7,29.39,0,438,0.00416933835493484,0 +"4684","2015-02-07 23:54:00",19.6,29.29,0,439.333333333333,0.00412915862468785,0 +"4685","2015-02-07 23:55:00",19.6333333333333,29.3566666666667,0,436.666666666667,0.00414725639160758,0 +"4686","2015-02-07 23:55:59",19.6,29.39,0,432,0.00414335003585663,0 +"4687","2015-02-07 23:57:00",19.6,29.39,0,438,0.00414335003585663,0 +"4688","2015-02-07 23:57:59",19.6,29.39,0,440.666666666667,0.00414335003585663,0 +"4689","2015-02-07 23:58:59",19.6,29.39,0,438,0.00414335003585663,0 +"4690","2015-02-08 00:00:00",19.6,29.39,0,438.5,0.00414335003585663,0 +"4691","2015-02-08 00:01:00",19.6,29.4633333333333,0,438.666666666667,0.00415375747957689,0 +"4692","2015-02-08 00:02:00",19.6,29.5,0,437.5,0.00415896133117862,0 +"4693","2015-02-08 00:03:00",19.6,29.445,0,437,0.00415115558621183,0 +"4694","2015-02-08 00:04:00",19.6,29.5,0,440,0.00415896133117862,0 +"4695","2015-02-08 00:04:59",19.55,29.5,0,441,0.00414597181052063,0 +"4696","2015-02-08 00:06:00",19.6,29.5,0,438,0.00415896133117862,0 +"4697","2015-02-08 00:07:00",19.6,29.5,0,439,0.00415896133117862,0 +"4698","2015-02-08 00:08:00",19.6,29.5,0,440.5,0.00415896133117862,0 +"4699","2015-02-08 00:08:59",19.6,29.6,0,439.5,0.00417315409337,0 +"4700","2015-02-08 00:10:00",19.5,29.65,0,440,0.00415417382815466,0 +"4701","2015-02-08 00:10:59",19.55,29.65,0,442,0.00416719426026783,0 +"4702","2015-02-08 00:11:59",19.55,29.7,0,441.5,0.00417426872988002,0 +"4703","2015-02-08 00:13:00",19.5,29.7,0,441.666666666667,0.00416122604663459,0 +"4704","2015-02-08 00:14:00",19.55,29.7,0,440,0.00417426872988002,0 +"4705","2015-02-08 00:15:00",19.525,29.675,0,437.25,0.00416421119487459,0 +"4706","2015-02-08 00:16:00",19.6,29.7,0,435,0.00418734749897328,0 +"4707","2015-02-08 00:16:59",19.6,29.6,0,443,0.00417315409337,0 +"4708","2015-02-08 00:17:59",19.6,29.55,0,437,0.00416605763185056,0 +"4709","2015-02-08 00:19:00",19.6,29.6333333333333,0,436.666666666667,0.00417788515707872,0 +"4710","2015-02-08 00:20:00",19.6,29.5,0,436,0.00415896133117862,0 +"4711","2015-02-08 00:21:00",19.6,29.5,0,437,0.00415896133117862,0 +"4712","2015-02-08 00:22:00",19.6,29.5,0,438,0.00415896133117862,0 +"4713","2015-02-08 00:23:00",19.6,29.5,0,439.5,0.00415896133117862,0 +"4714","2015-02-08 00:23:59",19.6,29.5,0,440,0.00415896133117862,0 +"4715","2015-02-08 00:24:59",19.6,29.5,0,440,0.00415896133117862,0 +"4716","2015-02-08 00:26:00",19.6,29.55,0,442,0.00416605763185056,0 +"4717","2015-02-08 00:27:00",19.6,29.5,0,439.5,0.00415896133117862,0 +"4718","2015-02-08 00:28:00",19.6,29.6,0,434.333333333333,0.00417315409337,0 +"4719","2015-02-08 00:29:00",19.6,29.55,0,435.5,0.00416605763185056,0 +"4720","2015-02-08 00:29:59",19.6,29.7,0,437,0.00418734749897328,0 +"4721","2015-02-08 00:30:59",19.6,29.6666666666667,0,437.666666666667,0.00418261629227928,0 +"4722","2015-02-08 00:32:00",19.6,29.65,0,440.5,0.00418025071574242,0 +"4723","2015-02-08 00:33:00",19.6,29.7,0,439.5,0.00418734749897328,0 +"4724","2015-02-08 00:34:00",19.6,29.79,0,440,0.00420012211416958,0 +"4725","2015-02-08 00:35:00",19.6,29.79,0,436.5,0.00420012211416958,0 +"4726","2015-02-08 00:36:00",19.6,29.79,0,435.5,0.00420012211416958,0 +"4727","2015-02-08 00:36:59",19.6,29.79,0,434,0.00420012211416958,0 +"4728","2015-02-08 00:38:00",19.6,29.79,0,430,0.00420012211416958,0 +"4729","2015-02-08 00:39:00",19.6,29.84,0,433.5,0.00420721934783319,0 +"4730","2015-02-08 00:40:00",19.6,29.89,0,435.5,0.00421431674237602,0 +"4731","2015-02-08 00:40:59",19.6,29.89,0,439,0.00421431674237602,0 +"4732","2015-02-08 00:42:00",19.6,29.89,0,435,0.00421431674237602,0 +"4733","2015-02-08 00:42:59",19.6,29.89,0,440,0.00421431674237602,0 +"4734","2015-02-08 00:43:59",19.6,29.89,0,443,0.00421431674237602,0 +"4735","2015-02-08 00:45:00",19.55,29.89,0,439,0.00420115317235068,0 +"4736","2015-02-08 00:46:00",19.6,29.9266666666667,0,437.5,0.00421952160062496,0 +"4737","2015-02-08 00:47:00",19.55,29.945,0,439.666666666667,0.00420893594181827,0 +"4738","2015-02-08 00:48:00",19.6,29.89,0,446,0.00421431674237602,0 +"4739","2015-02-08 00:49:00",19.55,29.89,0,441,0.00420115317235068,0 +"4740","2015-02-08 00:49:59",19.55,29.89,0,442,0.00420115317235068,0 +"4741","2015-02-08 00:51:00",19.55,29.945,0,442,0.00420893594181827,0 +"4742","2015-02-08 00:52:00",19.5,30,0,439.5,0.00420354269368957,0 +"4743","2015-02-08 00:53:00",19.6,30,0,437,0.00422993157669211,0 +"4744","2015-02-08 00:53:59",19.5,30.0333333333333,0,436.666666666667,0.00420824489642727,0 +"4745","2015-02-08 00:55:00",19.5,30,0,435,0.00420354269368957,0 +"4746","2015-02-08 00:55:59",19.5,30,0,434,0.00420354269368957,0 +"4747","2015-02-08 00:56:59",19.55,30,0,436,0.00421671890474527,0 +"4748","2015-02-08 00:58:00",19.55,30,0,438.5,0.00421671890474527,0 +"4749","2015-02-08 00:59:00",19.5,30,0,437,0.00420354269368957,0 +"4750","2015-02-08 01:00:00",19.5,30.1,0,435.5,0.0042176495137607,0 +"4751","2015-02-08 01:01:00",19.5,30.0666666666667,0,437,0.00421294716978378,0 +"4752","2015-02-08 01:01:59",19.5,30.1,0,438.5,0.0042176495137607,0 +"4753","2015-02-08 01:02:59",19.5,30.1,0,436.666666666667,0.0042176495137607,0 +"4754","2015-02-08 01:04:00",19.5,30.1,0,436.5,0.0042176495137607,0 +"4755","2015-02-08 01:05:00",19.5,30.1,0,438,0.0042176495137607,0 +"4756","2015-02-08 01:06:00",19.5,30.1,0,436,0.0042176495137607,0 +"4757","2015-02-08 01:07:00",19.5,30.1,0,431,0.0042176495137607,0 +"4758","2015-02-08 01:08:00",19.5,30.1333333333333,0,433,0.00422235192835962,0 +"4759","2015-02-08 01:08:59",19.5,30.1,0,436,0.0042176495137607,0 +"4760","2015-02-08 01:09:59",19.6,30.2,0,438,0.00425832417969976,0 +"4761","2015-02-08 01:11:00",19.5,30.2,0,436.5,0.00423175696942982,0 +"4762","2015-02-08 01:12:00",19.5,30.2,0,439,0.00423175696942982,0 +"4763","2015-02-08 01:13:00",19.5,30.2,0,438,0.00423175696942982,0 +"4764","2015-02-08 01:14:00",19.5,30.2,0,436.5,0.00423175696942982,0 +"4765","2015-02-08 01:14:59",19.5,30.2675,0,436.5,0.00424127986133962,0 +"4766","2015-02-08 01:15:59",19.5,30.29,0,441.5,0.00424445422300381,0 +"4767","2015-02-08 01:17:00",19.5,30.29,0,442.5,0.00424445422300381,0 +"4768","2015-02-08 01:18:00",19.5,30.29,0,440.5,0.00424445422300381,0 +"4769","2015-02-08 01:19:00",19.5,30.29,0,444.666666666667,0.00424445422300381,0 +"4770","2015-02-08 01:20:00",19.5,30.29,0,439,0.00424445422300381,0 +"4771","2015-02-08 01:21:00",19.5,30.245,0,437,0.00423810553185621,0 +"4772","2015-02-08 01:21:59",19.5,30.2,0,438,0.00423175696942982,0 +"4773","2015-02-08 01:23:00",19.55,30.15,0,438.5,0.00423794615061667,0 +"4774","2015-02-08 01:24:00",19.5,30.1,0,434,0.0042176495137607,0 +"4775","2015-02-08 01:25:00",19.5,30.1,0,433.5,0.0042176495137607,0 +"4776","2015-02-08 01:25:59",19.5,30.1,0,437.333333333333,0.0042176495137607,0 +"4777","2015-02-08 01:27:00",19.5,30.1,0,442,0.0042176495137607,0 +"4778","2015-02-08 01:27:59",19.5,30.15,0,443.5,0.00422470316214283,0 +"4779","2015-02-08 01:28:59",19.5,30.15,0,445.5,0.00422470316214283,0 +"4780","2015-02-08 01:30:00",19.5,30.1,0,439,0.0042176495137607,0 +"4781","2015-02-08 01:31:00",19.6,30.1,0,442,0.00424412755638058,0 +"4782","2015-02-08 01:32:00",19.5333333333333,30.1,0,439.666666666667,0.00422645927186397,0 +"4783","2015-02-08 01:33:00",19.5,30.1,0,440,0.0042176495137607,0 +"4784","2015-02-08 01:34:00",19.5,30.15,0,438.5,0.00422470316214283,0 +"4785","2015-02-08 01:34:59",19.5666666666667,30.1666666666667,0,442.666666666667,0.00424472976965014,0 +"4786","2015-02-08 01:36:00",19.5666666666667,30.2,0,436.333333333333,0.00424945212258871,0 +"4787","2015-02-08 01:37:00",19.5666666666667,30.2,0,438,0.00424945212258871,0 +"4788","2015-02-08 01:38:00",19.5,30.2,0,437,0.00423175696942982,0 +"4789","2015-02-08 01:38:59",19.6,30.2,0,441.5,0.00425832417969976,0 +"4790","2015-02-08 01:40:00",19.6,30.2,0,441,0.00425832417969976,0 +"4791","2015-02-08 01:40:59",19.5,30.2,0,439,0.00423175696942982,0 +"4792","2015-02-08 01:41:59",19.55,30.2,0,441.5,0.00424502221904531,0 +"4793","2015-02-08 01:43:00",19.5333333333333,30.3233333333333,0,437,0.00425803305819191,0 +"4794","2015-02-08 01:44:00",19.55,30.34,0,437.5,0.00426483606139173,0 +"4795","2015-02-08 01:45:00",19.5,30.39,0,443,0.00425856288642746,0 +"4796","2015-02-08 01:46:00",19.5,30.29,0,437,0.00424445422300381,0 +"4797","2015-02-08 01:46:59",19.5,30.39,0,433,0.00425856288642746,0 +"4798","2015-02-08 01:47:59",19.5,30.39,0,434.5,0.00425856288642746,0 +"4799","2015-02-08 01:49:00",19.5,30.39,0,436,0.00425856288642746,0 +"4800","2015-02-08 01:50:00",19.5666666666667,30.39,0,439.666666666667,0.00427637089434552,0 +"4801","2015-02-08 01:51:00",19.5,30.5,0,439,0.00427408315045469,0 +"4802","2015-02-08 01:52:00",19.5,30.5,0,441,0.00427408315045469,0 +"4803","2015-02-08 01:53:00",19.5,30.5,0,439,0.00427408315045469,0 +"4804","2015-02-08 01:53:59",19.5,30.5,0,440,0.00427408315045469,0 +"4805","2015-02-08 01:54:59",19.5,30.6,0,436,0.00428819314894537,0 +"4806","2015-02-08 01:56:00",19.5,30.6,0,436,0.00428819314894537,0 +"4807","2015-02-08 01:57:00",19.5,30.6,0,437.75,0.00428819314894537,0 +"4808","2015-02-08 01:58:00",19.445,30.55,0,435,0.00426641765515782,0 +"4809","2015-02-08 01:59:00",19.5,30.6,0,438.5,0.00428819314894537,0 +"4810","2015-02-08 01:59:59",19.5,30.6,0,439,0.00428819314894537,0 +"4811","2015-02-08 02:00:59",19.39,30.55,0,436.5,0.00425174196501045,0 +"4812","2015-02-08 02:02:00",19.445,30.65,0,440,0.00428047912253884,0 +"4813","2015-02-08 02:03:00",19.39,30.55,0,441.5,0.00425174196501045,0 +"4814","2015-02-08 02:04:00",19.4266666666667,30.5333333333333,0,441,0.00425917998642283,0 +"4815","2015-02-08 02:05:00",19.39,30.55,0,440,0.00425174196501045,0 +"4816","2015-02-08 02:06:00",19.445,30.55,0,433,0.00426641765515782,0 +"4817","2015-02-08 02:06:59",19.39,30.6,0,440,0.00425874827115814,0 +"4818","2015-02-08 02:08:00",19.5,30.7,0,435,0.00430230378324886,0 +"4819","2015-02-08 02:09:00",19.39,30.6,0,436,0.00425874827115814,0 +"4820","2015-02-08 02:10:00",19.39,30.7,0,436,0.00427276135377004,0 +"4821","2015-02-08 02:10:59",19.445,30.7,0,431.5,0.00428751009302205,0 +"4822","2015-02-08 02:12:00",19.39,30.7,0,439,0.00427276135377004,0 +"4823","2015-02-08 02:12:59",19.39,30.7,0,440.5,0.00427276135377004,0 +"4824","2015-02-08 02:13:59",19.39,30.7,0,438,0.00427276135377004,0 +"4825","2015-02-08 02:15:00",19.39,30.745,0,438,0.00427906744554202,0 +"4826","2015-02-08 02:16:00",19.39,30.79,0,438,0.00428537366431039,0 +"4827","2015-02-08 02:17:00",19.39,30.79,0,433.666666666667,0.00428537366431039,0 +"4828","2015-02-08 02:18:00",19.39,30.79,0,439,0.00428537366431039,0 +"4829","2015-02-08 02:19:00",19.39,30.745,0,438,0.00427906744554202,0 +"4830","2015-02-08 02:19:59",19.39,30.745,0,439.5,0.00427906744554202,0 +"4831","2015-02-08 02:21:00",19.39,30.745,0,436,0.00427906744554202,0 +"4832","2015-02-08 02:22:00",19.39,30.7,0,437,0.00427276135377004,0 +"4833","2015-02-08 02:23:00",19.39,30.79,0,437,0.00428537366431039,0 +"4834","2015-02-08 02:23:59",19.39,30.73,0,446.333333333333,0.00427696540084084,0 +"4835","2015-02-08 02:25:00",19.5,30.79,0,447,0.00431500389777748,0 +"4836","2015-02-08 02:25:59",19.39,30.79,0,440,0.00428537366431039,0 +"4837","2015-02-08 02:26:59",19.39,30.79,0,441,0.00428537366431039,0 +"4838","2015-02-08 02:28:00",19.39,30.84,0,438,0.0042923807230041,0 +"4839","2015-02-08 02:29:00",19.39,30.89,0,434,0.00429938793849348,0 +"4840","2015-02-08 02:30:00",19.39,30.89,0,435.333333333333,0.00429938793849348,0 +"4841","2015-02-08 02:31:00",19.39,30.9266666666667,0,439.333333333333,0.00430452666284111,0 +"4842","2015-02-08 02:31:59",19.39,30.945,0,438.5,0.0043070960566371,0 +"4843","2015-02-08 02:32:59",19.39,30.89,0,434.5,0.00429938793849348,0 +"4844","2015-02-08 02:34:00",19.39,30.8233333333333,0,441.333333333333,0.00429004501935138,0 +"4845","2015-02-08 02:35:00",19.4266666666667,30.86,0,441,0.00430506302097151,0 +"4846","2015-02-08 02:36:00",19.39,30.89,0,437,0.00429938793849348,0 +"4847","2015-02-08 02:37:00",19.39,30.89,0,433.5,0.00429938793849348,0 +"4848","2015-02-08 02:38:00",19.39,30.89,0,434,0.00429938793849348,0 +"4849","2015-02-08 02:38:59",19.39,30.84,0,439,0.0042923807230041,0 +"4850","2015-02-08 02:39:59",19.39,30.84,0,441.5,0.0042923807230041,0 +"4851","2015-02-08 02:41:00",19.39,30.84,0,440,0.0042923807230041,0 +"4852","2015-02-08 02:42:00",19.39,30.89,0,443,0.00429938793849348,0 +"4853","2015-02-08 02:43:00",19.39,31,0,441.666666666667,0.00431480436451686,0 +"4854","2015-02-08 02:44:00",19.39,31,0,437,0.00431480436451686,0 +"4855","2015-02-08 02:44:59",19.39,31.05,0,434.5,0.0043218120817878,0 +"4856","2015-02-08 02:45:59",19.39,31.1,0,436.666666666667,0.00432881995587652,0 +"4857","2015-02-08 02:47:00",19.29,31.1,0,442,0.00430176611972061,0 +"4858","2015-02-08 02:48:00",19.34,31.05,0,434.5,0.00430828851395676,0 +"4859","2015-02-08 02:49:00",19.39,31.1,0,437,0.00432881995587652,0 +"4860","2015-02-08 02:50:00",19.39,31,0,439,0.00431480436451686,0 +"4861","2015-02-08 02:51:00",19.39,31.05,0,435.5,0.0043218120817878,0 +"4862","2015-02-08 02:51:59",19.39,31.1,0,434,0.00432881995587652,0 +"4863","2015-02-08 02:53:00",19.39,31.0666666666667,0,433,0.00432414802239291,0 +"4864","2015-02-08 02:54:00",19.39,31.1,0,440,0.00432881995587652,0 +"4865","2015-02-08 02:55:00",19.39,31.1,0,436,0.00432881995587652,0 +"4866","2015-02-08 02:55:59",19.39,31.1,0,434,0.00432881995587652,0 +"4867","2015-02-08 02:57:00",19.39,31.05,0,431.5,0.0043218120817878,0 +"4868","2015-02-08 02:57:59",19.3566666666667,31.1,0,437,0.00431978535762908,0 +"4869","2015-02-08 02:58:59",19.39,31.1,0,437,0.00432881995587652,0 +"4870","2015-02-08 03:00:00",19.39,31.1,0,440.5,0.00432881995587652,0 +"4871","2015-02-08 03:01:00",19.39,31.1,0,440,0.00432881995587652,0 +"4872","2015-02-08 03:02:00",19.39,31.1,0,440.666666666667,0.00432881995587652,0 +"4873","2015-02-08 03:03:00",19.39,31.1,0,440,0.00432881995587652,0 +"4874","2015-02-08 03:04:00",19.34,31.15,0,440,0.00432226025852344,0 +"4875","2015-02-08 03:04:59",19.39,31.1,0,441,0.00432881995587652,0 +"4876","2015-02-08 03:06:00",19.39,31.1,0,435,0.00432881995587652,0 +"4877","2015-02-08 03:07:00",19.39,31.1,0,439,0.00432881995587652,0 +"4878","2015-02-08 03:08:00",19.39,31.1,0,438,0.00432881995587652,0 +"4879","2015-02-08 03:08:59",19.39,31.1,0,437,0.00432881995587652,0 +"4880","2015-02-08 03:10:00",19.39,31.1,0,436.666666666667,0.00432881995587652,0 +"4881","2015-02-08 03:10:59",19.34,31.1,0,436.5,0.00431527430832022,0 +"4882","2015-02-08 03:11:59",19.39,31.1,0,436,0.00432881995587652,0 +"4883","2015-02-08 03:13:00",19.39,31.15,0,436.5,0.00433582798678829,0 +"4884","2015-02-08 03:14:00",19.29,31.2,0,435.5,0.0043156941375931,0 +"4885","2015-02-08 03:15:00",19.39,31.2,0,437,0.00434283617452838,0 +"4886","2015-02-08 03:16:00",19.34,31.2,0,437.5,0.00432924636457163,0 +"4887","2015-02-08 03:16:59",19.29,31.2,0,437,0.0043156941375931,0 +"4888","2015-02-08 03:17:59",19.34,31.2,0,431,0.00432924636457163,0 +"4889","2015-02-08 03:19:00",19.39,31.2,0,433,0.00434283617452838,0 +"4890","2015-02-08 03:20:00",19.3566666666667,31.2,0,439,0.00433377212088523,0 +"4891","2015-02-08 03:21:00",19.34,31.15,0,438,0.00432226025852344,0 +"4892","2015-02-08 03:22:00",19.29,31.15,0,438,0.00430873005122313,0 +"4893","2015-02-08 03:23:00",19.39,31.1666666666667,0,441,0.00433816403194269,0 +"4894","2015-02-08 03:23:59",19.39,31,0,438,0.00431480436451686,0 +"4895","2015-02-08 03:24:59",19.39,31.1,0,437,0.00432881995587652,0 +"4896","2015-02-08 03:26:00",19.39,31.05,0,437,0.0043218120817878,0 +"4897","2015-02-08 03:27:00",19.39,31.1,0,437,0.00432881995587652,0 +"4898","2015-02-08 03:28:00",19.39,31.05,0,437,0.0043218120817878,0 +"4899","2015-02-08 03:29:00",19.39,31,0,434,0.00431480436451686,0 +"4900","2015-02-08 03:29:59",19.39,31.0666666666667,0,437.666666666667,0.00432414802239291,0 +"4901","2015-02-08 03:30:59",19.39,31,0,443,0.00431480436451686,0 +"4902","2015-02-08 03:32:00",19.4266666666667,31,0,439,0.00432472923684185,0 +"4903","2015-02-08 03:33:00",19.39,31,0,440,0.00431480436451686,0 +"4904","2015-02-08 03:34:00",19.445,31,0,434,0.00432969923135401,0 +"4905","2015-02-08 03:35:00",19.39,31,0,435,0.00431480436451686,0 +"4906","2015-02-08 03:36:00",19.39,30.945,0,432,0.0043070960566371,0 +"4907","2015-02-08 03:36:59",19.39,31,0,437,0.00431480436451686,0 +"4908","2015-02-08 03:38:00",19.39,31,0,433.5,0.00431480436451686,0 +"4909","2015-02-08 03:39:00",19.39,31,0,435,0.00431480436451686,0 +"4910","2015-02-08 03:40:00",19.445,31,0,436.5,0.00432969923135401,0 +"4911","2015-02-08 03:40:59",19.445,31,0,434.5,0.00432969923135401,0 +"4912","2015-02-08 03:42:00",19.39,31,0,438.333333333333,0.00431480436451686,0 +"4913","2015-02-08 03:42:59",19.39,31,0,440.5,0.00431480436451686,0 +"4914","2015-02-08 03:43:59",19.39,31,0,438.666666666667,0.00431480436451686,0 +"4915","2015-02-08 03:45:00",19.39,31,0,436.5,0.00431480436451686,0 +"4916","2015-02-08 03:46:00",19.39,31,0,437,0.00431480436451686,0 +"4917","2015-02-08 03:47:00",19.39,31,0,443.5,0.00431480436451686,0 +"4918","2015-02-08 03:48:00",19.39,31.1,0,436.5,0.00432881995587652,0 +"4919","2015-02-08 03:49:00",19.39,31.1,0,435,0.00432881995587652,0 +"4920","2015-02-08 03:49:59",19.5,31.2,0,438.5,0.00437286649346282,0 +"4921","2015-02-08 03:51:00",19.39,31.1,0,437.5,0.00432881995587652,0 +"4922","2015-02-08 03:52:00",19.39,31.15,0,433.5,0.00433582798678829,0 +"4923","2015-02-08 03:53:00",19.39,31.2,0,434,0.00434283617452838,0 +"4924","2015-02-08 03:53:59",19.39,31.2,0,436,0.00434283617452838,0 +"4925","2015-02-08 03:55:00",19.39,31.2,0,434,0.00434283617452838,0 +"4926","2015-02-08 03:55:59",19.39,31.2,0,434.5,0.00434283617452838,0 +"4927","2015-02-08 03:56:59",19.39,31.2,0,433.666666666667,0.00434283617452838,0 +"4928","2015-02-08 03:58:00",19.39,31.2,0,431.5,0.00434283617452838,0 +"4929","2015-02-08 03:59:00",19.39,31.2,0,432,0.00434283617452838,0 +"4930","2015-02-08 04:00:00",19.39,31.2,0,438,0.00434283617452838,0 +"4931","2015-02-08 04:01:00",19.39,31.2,0,437.5,0.00434283617452838,0 +"4932","2015-02-08 04:01:59",19.39,31.2,0,433,0.00434283617452838,0 +"4933","2015-02-08 04:02:59",19.39,31.2,0,437,0.00434283617452838,0 +"4934","2015-02-08 04:04:00",19.39,31.2,0,433.5,0.00434283617452838,0 +"4935","2015-02-08 04:05:00",19.39,31.245,0,434.5,0.00434914367758701,0 +"4936","2015-02-08 04:06:00",19.34,31.2,0,433.5,0.00432924636457163,0 +"4937","2015-02-08 04:07:00",19.29,31.245,0,433.5,0.00432196194774202,0 +"4938","2015-02-08 04:08:00",19.34,31.2,0,433.5,0.00432924636457163,0 +"4939","2015-02-08 04:08:59",19.39,31.245,0,436.5,0.00434914367758701,0 +"4940","2015-02-08 04:09:59",19.29,31.29,0,436,0.00432822988334154,0 +"4941","2015-02-08 04:11:00",19.34,31.29,0,433,0.00434182174820438,0 +"4942","2015-02-08 04:12:00",19.29,31.29,0,434,0.00432822988334154,0 +"4943","2015-02-08 04:13:00",19.3233333333333,31.29,0,431,0.00433728694275697,0 +"4944","2015-02-08 04:14:00",19.39,31.29,0,436,0.00435545130768469,0 +"4945","2015-02-08 04:14:59",19.29,31.29,0,439.5,0.00432822988334154,0 +"4946","2015-02-08 04:15:59",19.29,31.29,0,439,0.00432822988334154,0 +"4947","2015-02-08 04:17:00",19.39,31.29,0,435.5,0.00435545130768469,0 +"4948","2015-02-08 04:18:00",19.29,31.34,0,437,0.00433519440336788,0 +"4949","2015-02-08 04:19:00",19.29,31.39,0,436.5,0.00434215907828131,0 +"4950","2015-02-08 04:20:00",19.39,31.39,0,438,0.00436946871830776,0 +"4951","2015-02-08 04:21:00",19.29,31.39,0,433,0.00434215907828131,0 +"4952","2015-02-08 04:21:59",19.29,31.4633333333333,0,435,0.00435237421500535,0 +"4953","2015-02-08 04:23:00",19.29,31.5,0,434.333333333333,0.00435748190831888,0 +"4954","2015-02-08 04:24:00",19.39,31.39,0,438,0.00436946871830776,0 +"4955","2015-02-08 04:25:00",19.3233333333333,31.3566666666667,0,435,0.00434659257032357,0 +"4956","2015-02-08 04:25:59",19.29,31.29,0,434.5,0.00432822988334154,0 +"4957","2015-02-08 04:27:00",19.29,31.39,0,434.333333333333,0.00434215907828131,0 +"4958","2015-02-08 04:27:59",19.29,31.29,0,434,0.00432822988334154,0 +"4959","2015-02-08 04:28:59",19.39,31.29,0,439,0.00435545130768469,0 +"4960","2015-02-08 04:30:00",19.3233333333333,31.29,0,441.666666666667,0.00433728694275697,0 +"4961","2015-02-08 04:31:00",19.29,31.29,0,439,0.00432822988334154,0 +"4962","2015-02-08 04:32:00",19.29,31.29,0,439,0.00432822988334154,0 +"4963","2015-02-08 04:33:00",19.3233333333333,31.29,0,436.333333333333,0.00433728694275697,0 +"4964","2015-02-08 04:34:00",19.39,31.29,0,436.5,0.00435545130768469,0 +"4965","2015-02-08 04:34:59",19.39,31.29,0,436,0.00435545130768469,0 +"4966","2015-02-08 04:36:00",19.39,31.29,0,438,0.00435545130768469,0 +"4967","2015-02-08 04:37:00",19.39,31.29,0,435,0.00435545130768469,0 +"4968","2015-02-08 04:38:00",19.39,31.2,0,434,0.00434283617452838,0 +"4969","2015-02-08 04:38:59",19.39,31.29,0,434,0.00435545130768469,0 +"4970","2015-02-08 04:40:00",19.39,31.29,0,436.333333333333,0.00435545130768469,0 +"4971","2015-02-08 04:40:59",19.39,31.29,0,430.666666666667,0.00435545130768469,0 +"4972","2015-02-08 04:41:59",19.39,31.29,0,436,0.00435545130768469,0 +"4973","2015-02-08 04:43:00",19.39,31.29,0,433,0.00435545130768469,0 +"4974","2015-02-08 04:44:00",19.34,31.29,0,432,0.00434182174820438,0 +"4975","2015-02-08 04:45:00",19.39,31.29,0,431,0.00435545130768469,0 +"4976","2015-02-08 04:46:00",19.39,31.29,0,437,0.00435545130768469,0 +"4977","2015-02-08 04:46:59",19.34,31.445,0,437,0.00436348053712032,0 +"4978","2015-02-08 04:47:59",19.3233333333333,31.4266666666667,0,439.333333333333,0.00435636377686856,0 +"4979","2015-02-08 04:49:00",19.29,31.39,0,438,0.00434215907828131,0 +"4980","2015-02-08 04:50:00",19.29,31.29,0,438,0.00432822988334154,0 +"4981","2015-02-08 04:51:00",19.29,31.39,0,436,0.00434215907828131,0 +"4982","2015-02-08 04:52:00",19.39,31.39,0,436,0.00436946871830776,0 +"4983","2015-02-08 04:53:00",19.29,31.445,0,438.5,0.00434982039958684,0 +"4984","2015-02-08 04:53:59",19.39,31.39,0,437.25,0.00436946871830776,0 +"4985","2015-02-08 04:54:59",19.29,31.445,0,436,0.00434982039958684,0 +"4986","2015-02-08 04:56:00",19.34,31.5,0,433.5,0.00437116627389738,0 +"4987","2015-02-08 04:57:00",19.3566666666667,31.5,0,434,0.00437573615907725,0 +"4988","2015-02-08 04:58:00",19.29,31.5,0,433,0.00435748190831888,0 +"4989","2015-02-08 04:59:00",19.29,31.5,0,433,0.00435748190831888,0 +"4990","2015-02-08 04:59:59",19.29,31.55,0,438.5,0.00436444707890572,0 +"4991","2015-02-08 05:00:59",19.29,31.6,0,440.333333333333,0.00437141240440136,0 +"4992","2015-02-08 05:02:00",19.29,31.6,0,437.333333333333,0.00437141240440136,0 +"4993","2015-02-08 05:03:00",19.29,31.6,0,436,0.00437141240440136,0 +"4994","2015-02-08 05:04:00",19.29,31.6,0,430,0.00437141240440136,0 +"4995","2015-02-08 05:05:00",19.29,31.6,0,431,0.00437141240440136,0 +"4996","2015-02-08 05:06:00",19.29,31.6,0,431.5,0.00437141240440136,0 +"4997","2015-02-08 05:06:59",19.2,31.5,0,434,0.00433294540706503,0 +"4998","2015-02-08 05:08:00",19.29,31.6333333333333,0,429.666666666667,0.00437605604079478,0 +"4999","2015-02-08 05:09:00",19.245,31.55,0,429.5,0.00435214375543047,0 +"5000","2015-02-08 05:10:00",19.245,31.65,0,430,0.004366035016828,0 +"5001","2015-02-08 05:10:59",19.2,31.6,0,430,0.00434679691769094,0 +"5002","2015-02-08 05:12:00",19.245,31.6,0,429,0.00435908930910986,0 +"5003","2015-02-08 05:12:59",19.2,31.6,0,435,0.00434679691769094,0 +"5004","2015-02-08 05:13:59",19.23,31.6333333333333,0,432,0.00435961450525212,0 +"5005","2015-02-08 05:15:00",19.245,31.65,0,435.5,0.004366035016828,0 +"5006","2015-02-08 05:16:00",19.245,31.7,0,434.5,0.00437298087859001,0 +"5007","2015-02-08 05:17:00",19.26,31.7,0,434,0.00437709833315715,0 +"5008","2015-02-08 05:18:00",19.29,31.7,0,435,0.00438534352013969,0 +"5009","2015-02-08 05:19:00",19.2,31.6,0,435,0.00434679691769094,0 +"5010","2015-02-08 05:19:59",19.29,31.7,0,436.5,0.00438534352013969,0 +"5011","2015-02-08 05:21:00",19.2,31.6,0,434.5,0.00434679691769094,0 +"5012","2015-02-08 05:22:00",19.29,31.7,0,432,0.00438534352013969,0 +"5013","2015-02-08 05:23:00",19.2,31.5333333333333,0,432.666666666667,0.00433756250920142,0 +"5014","2015-02-08 05:23:59",19.26,31.5666666666667,0,437,0.0043585588164274,0 +"5015","2015-02-08 05:25:00",19.245,31.6,0,435.5,0.00435908930910986,0 +"5016","2015-02-08 05:25:59",19.29,31.7,0,429.5,0.00438534352013969,0 +"5017","2015-02-08 05:26:59",19.29,31.7,0,430,0.00438534352013969,0 +"5018","2015-02-08 05:28:00",19.29,31.7,0,437,0.00438534352013969,0 +"5019","2015-02-08 05:29:00",19.29,31.7,0,438,0.00438534352013969,0 +"5020","2015-02-08 05:30:00",19.29,31.7,0,436.333333333333,0.00438534352013969,0 +"5021","2015-02-08 05:31:00",19.2,31.6,0,435,0.00434679691769094,0 +"5022","2015-02-08 05:31:59",19.29,31.6,0,433,0.00437141240440136,0 +"5023","2015-02-08 05:32:59",19.29,31.6,0,436.5,0.00437141240440136,0 +"5024","2015-02-08 05:34:00",19.245,31.55,0,439,0.00435214375543047,0 +"5025","2015-02-08 05:35:00",19.29,31.6,0,432,0.00437141240440136,0 +"5026","2015-02-08 05:36:00",19.29,31.5,0,434.5,0.00435748190831888,0 +"5027","2015-02-08 05:37:00",19.29,31.6,0,433.5,0.00437141240440136,0 +"5028","2015-02-08 05:38:00",19.29,31.55,0,434,0.00436444707890572,0 +"5029","2015-02-08 05:38:59",19.29,31.55,0,434,0.00436444707890572,0 +"5030","2015-02-08 05:39:59",19.29,31.5,0,435,0.00435748190831888,0 +"5031","2015-02-08 05:41:00",19.29,31.55,0,433.5,0.00436444707890572,0 +"5032","2015-02-08 05:42:00",19.29,31.5,0,428.5,0.00435748190831888,0 +"5033","2015-02-08 05:43:00",19.29,31.5,0,428.333333333333,0.00435748190831888,0 +"5034","2015-02-08 05:44:00",19.29,31.5,0,431,0.00435748190831888,0 +"5035","2015-02-08 05:44:59",19.29,31.5,0,435.5,0.00435748190831888,0 +"5036","2015-02-08 05:45:59",19.29,31.5,0,436.666666666667,0.00435748190831888,0 +"5037","2015-02-08 05:47:00",19.29,31.55,0,434,0.00436444707890572,0 +"5038","2015-02-08 05:48:00",19.34,31.6,0,432.5,0.00438514082400221,0 +"5039","2015-02-08 05:49:00",19.29,31.5,0,431.5,0.00435748190831888,0 +"5040","2015-02-08 05:50:00",19.29,31.5,0,437,0.00435748190831888,0 +"5041","2015-02-08 05:51:00",19.34,31.55,0,439.5,0.00437815347100645,0 +"5042","2015-02-08 05:51:59",19.29,31.5,0,436,0.00435748190831888,0 +"5043","2015-02-08 05:53:00",19.29,31.5,0,431.666666666667,0.00435748190831888,0 +"5044","2015-02-08 05:54:00",19.29,31.55,0,434.5,0.00436444707890572,0 +"5045","2015-02-08 05:55:00",19.29,31.55,0,435,0.00436444707890572,0 +"5046","2015-02-08 05:55:59",19.29,31.6,0,433.5,0.00437141240440136,0 +"5047","2015-02-08 05:57:00",19.29,31.6,0,435,0.00437141240440136,0 +"5048","2015-02-08 05:57:59",19.29,31.6,0,436,0.00437141240440136,0 +"5049","2015-02-08 05:58:59",19.29,31.6,0,433.333333333333,0.00437141240440136,0 +"5050","2015-02-08 06:00:00",19.29,31.55,0,436.5,0.00436444707890572,0 +"5051","2015-02-08 06:01:00",19.29,31.6,0,441,0.00437141240440136,0 +"5052","2015-02-08 06:02:00",19.29,31.6,0,436,0.00437141240440136,0 +"5053","2015-02-08 06:03:00",19.29,31.6,0,433,0.00437141240440136,0 +"5054","2015-02-08 06:04:00",19.2,31.6,0,432,0.00434679691769094,0 +"5055","2015-02-08 06:04:59",19.245,31.65,0,429,0.004366035016828,0 +"5056","2015-02-08 06:06:00",19.2,31.6,0,433,0.00434679691769094,0 +"5057","2015-02-08 06:07:00",19.23,31.6333333333333,0,434.333333333333,0.00435961450525212,0 +"5058","2015-02-08 06:08:00",19.29,31.7,0,432,0.00438534352013969,0 +"5059","2015-02-08 06:08:59",19.245,31.65,0,437.5,0.004366035016828,0 +"5060","2015-02-08 06:10:00",19.2,31.6,0,437.5,0.00434679691769094,0 +"5061","2015-02-08 06:10:59",19.245,31.65,0,437.5,0.004366035016828,0 +"5062","2015-02-08 06:11:59",19.29,31.7,0,438,0.00438534352013969,0 +"5063","2015-02-08 06:13:00",19.2,31.6,0,439.333333333333,0.00434679691769094,0 +"5064","2015-02-08 06:14:00",19.2,31.6,0,437.5,0.00434679691769094,0 +"5065","2015-02-08 06:15:00",19.29,31.7,0,433,0.00438534352013969,0 +"5066","2015-02-08 06:16:00",19.2,31.6,0,433,0.00434679691769094,0 +"5067","2015-02-08 06:16:59",19.245,31.7,0,431,0.00437298087859001,0 +"5068","2015-02-08 06:17:59",19.2,31.6,0,431,0.00434679691769094,0 +"5069","2015-02-08 06:19:00",19.2,31.7,0,433,0.00436064904098968,0 +"5070","2015-02-08 06:20:00",19.2,31.7,0,435,0.00436064904098968,0 +"5071","2015-02-08 06:21:00",19.2,31.7,0,431,0.00436064904098968,0 +"5072","2015-02-08 06:22:00",19.2,31.7,0,431.5,0.00436064904098968,0 +"5073","2015-02-08 06:23:00",19.2,31.7,0,427,0.00436064904098968,0 +"5074","2015-02-08 06:23:59",19.2,31.7,0,426,0.00436064904098968,0 +"5075","2015-02-08 06:24:59",19.2,31.7,0,435,0.00436064904098968,0 +"5076","2015-02-08 06:26:00",19.2225,31.7,0,434.25,0.00436681111345645,0 +"5077","2015-02-08 06:27:00",19.2,31.6,0,434,0.00434679691769094,0 +"5078","2015-02-08 06:28:00",19.245,31.65,0,435,0.004366035016828,0 +"5079","2015-02-08 06:29:00",19.2,31.55,0,434.5,0.00433987108579642,0 +"5080","2015-02-08 06:29:59",19.23,31.5666666666667,0,432,0.00435036243715725,0 +"5081","2015-02-08 06:30:59",19.2,31.5,0,432,0.00433294540706503,0 +"5082","2015-02-08 06:32:00",19.29,31.7,0,433,0.00438534352013969,0 +"5083","2015-02-08 06:33:00",19.26,31.6666666666667,0,437.333333333333,0.00437246335108502,0 +"5084","2015-02-08 06:34:00",19.2,31.5,0,437,0.00433294540706503,0 +"5085","2015-02-08 06:35:00",19.2,31.5,0,435,0.00433294540706503,0 +"5086","2015-02-08 06:36:00",19.245,31.5,0,431,0.00434519835578471,0 +"5087","2015-02-08 06:36:59",19.2,31.5,0,435,0.00433294540706503,0 +"5088","2015-02-08 06:38:00",19.2,31.5,0,431.5,0.00433294540706503,0 +"5089","2015-02-08 06:39:00",19.2,31.6,0,429.5,0.00434679691769094,0 +"5090","2015-02-08 06:40:00",19.2,31.5,0,435,0.00433294540706503,0 +"5091","2015-02-08 06:40:59",19.2,31.55,0,432,0.00433987108579642,0 +"5092","2015-02-08 06:42:00",19.2,31.6,0,428.666666666667,0.00434679691769094,0 +"5093","2015-02-08 06:42:59",19.2,31.55,0,432.5,0.00433987108579642,0 +"5094","2015-02-08 06:43:59",19.2,31.5,0,435,0.00433294540706503,0 +"5095","2015-02-08 06:45:00",19.29,31.6,0,441,0.00437141240440136,0 +"5096","2015-02-08 06:46:00",19.2,31.5,0,430.5,0.00433294540706503,0 +"5097","2015-02-08 06:47:00",19.2,31.5,0,430,0.00433294540706503,0 +"5098","2015-02-08 06:48:00",19.2,31.445,0,434,0.00432532733735785,0 +"5099","2015-02-08 06:49:00",19.2,31.39,0,436,0.00431770945296514,0 +"5100","2015-02-08 06:49:59",19.245,31.445,0,436.5,0.00433755859407709,0 +"5101","2015-02-08 06:51:00",19.2,31.5,0,433.5,0.00433294540706503,0 +"5102","2015-02-08 06:52:00",19.245,31.445,0,431,0.00433755859407709,0 +"5103","2015-02-08 06:53:00",19.26,31.4633333333333,0,428.333333333333,0.00434419144579513,0 +"5104","2015-02-08 06:53:59",19.26,31.4633333333333,0,431.666666666667,0.00434419144579513,0 +"5105","2015-02-08 06:55:00",19.2,31.39,0,435,0.00431770945296514,0 +"5106","2015-02-08 06:55:59",19.2,31.39,0,435,0.00431770945296514,0 +"5107","2015-02-08 06:56:59",19.2,31.39,0,434,0.00431770945296514,0 +"5108","2015-02-08 06:58:00",19.2,31.39,0,433.5,0.00431770945296514,0 +"5109","2015-02-08 06:59:00",19.2,31.39,0,432.5,0.00431770945296514,0 +"5110","2015-02-08 07:00:00",19.2,31.39,0,429,0.00431770945296514,0 +"5111","2015-02-08 07:01:00",19.2,31.39,0,436.333333333333,0.00431770945296514,0 +"5112","2015-02-08 07:01:59",19.2,31.39,0,432.333333333333,0.00431770945296514,0 +"5113","2015-02-08 07:02:59",19.2,31.39,0,429.333333333333,0.00431770945296514,0 +"5114","2015-02-08 07:04:00",19.2,31.39,0,423.5,0.00431770945296514,0 +"5115","2015-02-08 07:05:00",19.2,31.39,0,429,0.00431770945296514,0 +"5116","2015-02-08 07:06:00",19.1666666666667,31.39,0,428.666666666667,0.00430868495130474,0 +"5117","2015-02-08 07:07:00",19.2,31.39,0,432,0.00431770945296514,0 +"5118","2015-02-08 07:08:00",19.1666666666667,31.39,0,426.666666666667,0.00430868495130474,0 +"5119","2015-02-08 07:08:59",19.2,31.39,0,431,0.00431770945296514,0 +"5120","2015-02-08 07:09:59",19.1333333333333,31.39,0,433.333333333333,0.00429967711865158,0 +"5121","2015-02-08 07:11:00",19.2,31.39,0,437.5,0.00431770945296514,0 +"5122","2015-02-08 07:12:00",19.2,31.39,0,428,0.00431770945296514,0 +"5123","2015-02-08 07:13:00",19.15,31.39,0,432.5,0.00430417895302023,0 +"5124","2015-02-08 07:14:00",19.1,31.39,0,432,0.00429068592833222,0 +"5125","2015-02-08 07:14:59",19.1,31.39,0,436,0.00429068592833222,0 +"5126","2015-02-08 07:15:59",19.1,31.39,0,433,0.00429068592833222,0 +"5127","2015-02-08 07:17:00",19.1,31.445,0,435.5,0.00429825580697863,0 +"5128","2015-02-08 07:18:00",19.1,31.445,0,433,0.00429825580697863,0 +"5129","2015-02-08 07:19:00",19.1,31.445,0,430,0.00429825580697863,0 +"5130","2015-02-08 07:20:00",19.1,31.5,0,432,0.00430582586861916,0 +"5131","2015-02-08 07:21:00",19.1,31.39,0,439,0.00429068592833222,0 +"5132","2015-02-08 07:21:59",19.1,31.39,0,441,0.00429068592833222,0 +"5133","2015-02-08 07:23:00",19.1,31.39,0,442,0.00429068592833222,0 +"5134","2015-02-08 07:24:00",19.1,31.4633333333333,0,440.666666666667,0.0043007791405258,0 +"5135","2015-02-08 07:25:00",19.1,31.5,0,439,0.00430582586861916,0 +"5136","2015-02-08 07:25:59",19.1,31.5,0,435,0.00430582586861916,0 +"5137","2015-02-08 07:27:00",19.05,31.445,0,436,0.00428477626597972,0 +"5138","2015-02-08 07:27:59",19,31.39,0,437.5,0.00426381194518774,0 +"5139","2015-02-08 07:28:59",19,31.39,0,439,0.00426381194518774,0 +"5140","2015-02-08 07:30:00",19,31.39,0,440.5,0.00426381194518774,0 +"5141","2015-02-08 07:31:00",19,31.3566666666667,0,435.333333333333,0.00425925315880258,0 +"5142","2015-02-08 07:32:00",19,31.39,0,432,0.00426381194518774,0 +"5143","2015-02-08 07:33:00",19.1,31.39,0,434,0.00429068592833222,0 +"5144","2015-02-08 07:34:00",19.1,31.29,0,431,0.00427692298141774,0 +"5145","2015-02-08 07:34:59",19.1,31.29,0,436,0.00427692298141774,0 +"5146","2015-02-08 07:36:00",19.1,31.245,0,435.5,0.00427072985264986,0 +"5147","2015-02-08 07:37:00",19.1333333333333,31.2,0,433.666666666667,0.00427347286703399,0 +"5148","2015-02-08 07:38:00",19.15,31.2,0,428.5,0.00427794707770588,0 +"5149","2015-02-08 07:38:59",19.1333333333333,31.2,0,430,0.00427347286703399,0 +"5150","2015-02-08 07:40:00",19.1666666666667,31.2,0,429.666666666667,0.0042824254263509,0 +"5151","2015-02-08 07:40:59",19.2,31.2,0,431.666666666667,0.00429139455081785,0 +"5152","2015-02-08 07:41:59",19.2,31.2,0,431,0.00429139455081785,0 +"5153","2015-02-08 07:43:00",19.2,31.2,0,431.5,0.00429139455081785,0 +"5154","2015-02-08 07:44:00",19.2,31.2,0,435.5,0.00429139455081785,0 +"5155","2015-02-08 07:45:00",19.2,31.1333333333333,0,433,0.00428216177586966,0 +"5156","2015-02-08 07:46:00",19.2,31.1,0,430,0.00427754549047685,0 +"5157","2015-02-08 07:46:59",19.2,31.1,0,432,0.00427754549047685,0 +"5158","2015-02-08 07:47:59",19.2,31.1,0,431,0.00427754549047685,0 +"5159","2015-02-08 07:49:00",19.29,31.2,0,434,0.0043156941375931,0 +"5160","2015-02-08 07:50:00",19.245,31.15,0,431,0.00429658487077552,0 +"5161","2015-02-08 07:51:00",19.2,31.1,0,430.5,0.00427754549047685,0 +"5162","2015-02-08 07:52:00",19.2,31.1,0,429,0.00427754549047685,0 +"5163","2015-02-08 07:53:00",19.245,31.15,0,427.5,0.00429658487077552,0 +"5164","2015-02-08 07:53:59",19.2,31.1,0,429.5,0.00427754549047685,0 +"5165","2015-02-08 07:54:59",19.2,31.1,0,436,0.00427754549047685,0 +"5166","2015-02-08 07:56:00",19.2,31.1,0,435.5,0.00427754549047685,0 +"5167","2015-02-08 07:57:00",19.26,31.1666666666667,0,436.666666666667,0.00430294685044752,0 +"5168","2015-02-08 07:58:00",19.29,31.2,0,437,0.0043156941375931,0 +"5169","2015-02-08 07:59:00",19.23,31.1333333333333,0,432,0.0042902306562674,0 +"5170","2015-02-08 07:59:59",19.2,31,0,432,0.00426369704260547,0 +"5171","2015-02-08 08:00:59",19.245,31.1,0,431,0.00428964070321433,0 +"5172","2015-02-08 08:02:00",19.245,31.05,0,432,0.00428269668964065,0 +"5173","2015-02-08 08:03:00",19.26,31.1,0,442,0.00429367914952019,0 +"5174","2015-02-08 08:04:00",19.29,31.1,0,441,0.00430176611972061,0 +"5175","2015-02-08 08:05:00",19.2,31.05,0,438,0.00427062118998499,0 +"5176","2015-02-08 08:06:00",19.23,31.1,0,437.666666666667,0.00428560561288179,0 +"5177","2015-02-08 08:06:59",19.2,31.05,0,436,0.00427062118998499,0 +"5178","2015-02-08 08:08:00",19.2,31.05,0,436.5,0.00427062118998499,0 +"5179","2015-02-08 08:09:00",19.2,31.1,0,437,0.00427754549047685,0 +"5180","2015-02-08 08:10:00",19.29,31.2,0,433,0.0043156941375931,0 +"5181","2015-02-08 08:10:59",19.23,31.1,0,433.333333333333,0.00428560561288179,0 +"5182","2015-02-08 08:12:00",19.245,31.05,0,432,0.00428269668964065,0 +"5183","2015-02-08 08:12:59",19.245,31.1,0,437,0.00428964070321433,0 +"5184","2015-02-08 08:13:59",19.245,31.1,7,438.5,0.00428964070321433,0 +"5185","2015-02-08 08:15:00",19.26,31.1666666666667,14,436.666666666667,0.00430294685044752,0 +"5186","2015-02-08 08:16:00",19.2675,31.175,14,435.5,0.00430613075474336,0 +"5187","2015-02-08 08:17:00",19.26,31.1,14,434,0.00429367914952019,0 +"5188","2015-02-08 08:18:00",19.245,31.15,14,436.75,0.00429658487077552,0 +"5189","2015-02-08 08:19:00",19.2225,31.125,14,430.5,0.00428705645842815,0 +"5190","2015-02-08 08:19:59",19.2675,31.175,14,427,0.00430613075474336,0 +"5191","2015-02-08 08:21:00",19.23,31.1333333333333,14,430.666666666667,0.0042902306562674,0 +"5192","2015-02-08 08:22:00",19.245,31.15,14,437.25,0.00429658487077552,0 +"5193","2015-02-08 08:23:00",19.29,31.2,14,438,0.0043156941375931,0 +"5194","2015-02-08 08:23:59",19.2225,31.1,14,432.5,0.00428358932545068,0 +"5195","2015-02-08 08:25:00",19.23,31.1333333333333,14,428,0.0042902306562674,0 +"5196","2015-02-08 08:25:59",19.2675,31.175,7,429,0.00430613075474336,0 +"5197","2015-02-08 08:26:59",19.23,31.1333333333333,9.33333333333333,434,0.0042902306562674,0 +"5198","2015-02-08 08:28:00",19.245,31.175,8.5,434,0.00430005701230304,0 +"5199","2015-02-08 08:29:00",19.2225,31.15,10,435.5,0.00429052362979423,0 +"5200","2015-02-08 08:30:00",19.245,31.15,17,439,0.00429658487077552,0 +"5201","2015-02-08 08:31:00",19.23,31.1333333333333,20.6666666666667,439,0.0042902306562674,0 +"5202","2015-02-08 08:31:59",19.2225,31.125,11.5,430.5,0.00428705645842815,0 +"5203","2015-02-08 08:32:59",19.245,31.15,6,424.5,0.00429658487077552,0 +"5204","2015-02-08 08:34:00",19.2,31.1,6,428.666666666667,0.00427754549047685,0 +"5205","2015-02-08 08:35:00",19.2225,31.125,9.6,432,0.00428705645842815,0 +"5206","2015-02-08 08:36:00",19.245,31.15,10.5,429.2,0.00429658487077552,0 +"5207","2015-02-08 08:37:00",19.245,31.15,6,430.333333333333,0.00429658487077552,0 +"5208","2015-02-08 08:38:00",19.2,31.1,6,431.8,0.00427754549047685,0 +"5209","2015-02-08 08:38:59",19.2,31.1,6,431.333333333333,0.00427754549047685,0 +"5210","2015-02-08 08:39:59",19.2,31.1,6,431.5,0.00427754549047685,0 +"5211","2015-02-08 08:41:00",19.2,31.125,6.5,433.5,0.00428100769814148,0 +"5212","2015-02-08 08:42:00",19.23,31.1666666666667,9.33333333333333,433,0.00429485576796428,0 +"5213","2015-02-08 08:43:00",19.2,31.1333333333333,9.33333333333333,430,0.00428216177586966,0 +"5214","2015-02-08 08:44:00",19.2,31.125,7,432.5,0.00428100769814148,0 +"5215","2015-02-08 08:44:59",19.2,31.175,14,434.5,0.00428793222831135,0 +"5216","2015-02-08 08:45:59",19.2,31.1,14,439.5,0.00427754549047685,0 +"5217","2015-02-08 08:47:00",19.2,31.1,14,438.666666666667,0.00427754549047685,0 +"5218","2015-02-08 08:48:00",19.2,31.1,14,432,0.00427754549047685,0 +"5219","2015-02-08 08:49:00",19.2,31.125,14,439,0.00428100769814148,0 +"5220","2015-02-08 08:50:00",19.2,31.1333333333333,14,438.333333333333,0.00428216177586966,0 +"5221","2015-02-08 08:51:00",19.2,31.1666666666667,14,437,0.00428677812931616,0 +"5222","2015-02-08 08:51:59",19.2,31.2,14,435.75,0.00429139455081785,0 +"5223","2015-02-08 08:53:00",19.2,31.1333333333333,14,437.333333333333,0.00428216177586966,0 +"5224","2015-02-08 08:54:00",19.2225,31.175,14,439.5,0.00429399083954956,0 +"5225","2015-02-08 08:55:00",19.2,31.2,14,431,0.00429139455081785,0 +"5226","2015-02-08 08:55:59",19.23,31.2,9.33333333333333,433.333333333333,0.00429948094797394,0 +"5227","2015-02-08 08:57:00",19.2225,31.15,12,442.25,0.00429052362979423,0 +"5228","2015-02-08 08:57:59",19.23,31.1333333333333,12,435.666666666667,0.0042902306562674,0 +"5229","2015-02-08 08:58:59",19.2225,31.2,18.5,431.5,0.00429745808769477,0 +"5230","2015-02-08 09:00:00",19.26,31.2,29,430.666666666667,0.00430758080376737,0 +"5231","2015-02-08 09:01:00",19.245,31.15,36,428.75,0.00429658487077552,0 +"5232","2015-02-08 09:02:00",19.2675,31.175,30.5,430.75,0.00430613075474336,0 +"5233","2015-02-08 09:03:00",19.2675,31.15,40,437.25,0.00430265367519454,0 +"5234","2015-02-08 09:04:00",19.26,31.1666666666667,46,438,0.00430294685044752,0 +"5235","2015-02-08 09:04:59",19.29,31.1,35,434.5,0.00430176611972061,0 +"5236","2015-02-08 09:06:00",19.26,31.0666666666667,25,435,0.00428904540190969,0 +"5237","2015-02-08 09:07:00",19.29,31.05,32.25,435.25,0.00429480234308039,0 +"5238","2015-02-08 09:08:00",19.29,31.1,28.75,437.75,0.00430176611972061,0 +"5239","2015-02-08 09:08:59",19.29,31.1,19.5,435,0.00430176611972061,0 +"5240","2015-02-08 09:10:00",19.29,31.0666666666667,6,438.333333333333,0.00429712358475386,0 +"5241","2015-02-08 09:10:59",19.29,31.075,6,437.5,0.00429828421204303,0 +"5242","2015-02-08 09:11:59",19.29,31,6,436.5,0.00428783872129729,0 +"5243","2015-02-08 09:13:00",19.29,31,11.5,439,0.00428783872129729,0 +"5244","2015-02-08 09:14:00",19.29,31.1,10,440,0.00430176611972061,0 +"5245","2015-02-08 09:15:00",19.29,31.0666666666667,9.33333333333333,437.666666666667,0.00429712358475386,0 +"5246","2015-02-08 09:16:00",19.29,31,7,432.75,0.00428783872129729,0 +"5247","2015-02-08 09:16:59",19.29,31,7,435,0.00428783872129729,0 +"5248","2015-02-08 09:17:59",19.2675,31,13.5,436.5,0.00428179200863381,0 +"5249","2015-02-08 09:19:00",19.29,31,20.6666666666667,436.333333333333,0.00428783872129729,0 +"5250","2015-02-08 09:20:00",19.29,31,17,433,0.00428783872129729,0 +"5251","2015-02-08 09:21:00",19.2675,31,17,428.75,0.00428179200863381,0 +"5252","2015-02-08 09:22:00",19.29,31,6,430,0.00428783872129729,0 +"5253","2015-02-08 09:23:00",19.29,31,6,430.333333333333,0.00428783872129729,0 +"5254","2015-02-08 09:23:59",19.272,30.978,24,436.5,0.00427994028432957,0 +"5255","2015-02-08 09:24:59",19.29,30.9725,22.8,434.6,0.00428400879532256,0 +"5256","2015-02-08 09:26:00",19.29,30.945,13,430,0.0042801789161897,0 +"5257","2015-02-08 09:27:00",19.245,30.945,28,427.75,0.00426811476234251,0 +"5258","2015-02-08 09:28:00",19.29,31,29.3333333333333,431,0.00428783872129729,0 +"5259","2015-02-08 09:29:00",19.29,30.9175,30.75,434,0.00427634908389783,0 +"5260","2015-02-08 09:29:59",19.29,30.89,36,435.25,0.0042725192984461,0 +"5261","2015-02-08 09:30:59",19.29,30.89,75.5,435,0.0042725192984461,0 +"5262","2015-02-08 09:32:00",19.29,30.89,97,432,0.0042725192984461,0 +"5263","2015-02-08 09:33:00",19.29,30.89,147.5,439.75,0.0042725192984461,0 +"5264","2015-02-08 09:34:00",19.29,30.865,166,437.75,0.00426903771595385,0 +"5265","2015-02-08 09:35:00",19.34,30.79,149,433.5,0.004271964895202,0 +"5266","2015-02-08 09:36:00",19.39,30.7,146,428.75,0.00427276135377004,0 +"5267","2015-02-08 09:36:59",19.39,30.65,167.5,428.5,0.00426575473407625,0 +"5268","2015-02-08 09:38:00",19.445,30.625,118.25,430.5,0.00427696369649641,0 +"5269","2015-02-08 09:39:00",19.5,30.6,42.25,430.75,0.00428819314894537,0 +"5270","2015-02-08 09:40:00",19.4266666666667,30.5333333333333,37,426.666666666667,0.00425917998642283,0 +"5271","2015-02-08 09:40:59",19.4725,30.575,34.25,424.75,0.00427729367356571,0 +"5272","2015-02-08 09:42:00",19.4633333333333,30.5666666666667,26,428.666666666667,0.0042736657299121,0 +"5273","2015-02-08 09:42:59",19.4633333333333,30.5666666666667,43,429.333333333333,0.0042736657299121,0 +"5274","2015-02-08 09:43:59",19.434,30.56,28,429,0.00426488408609693,0 +"5275","2015-02-08 09:45:00",19.39,30.5333333333333,29.25,429,0.00424940656446485,0 +"5276","2015-02-08 09:46:00",19.39,30.525,25.5,427,0.00424823887072387,0 +"5277","2015-02-08 09:47:00",19.412,30.6,16.6,428.25,0.00426462291818162,0 +"5278","2015-02-08 09:48:00",19.39,30.6,31,428.75,0.00425874827115814,0 +"5279","2015-02-08 09:49:00",19.39,30.6,20.3333333333333,438,0.00425874827115814,0 +"5280","2015-02-08 09:49:59",19.39,30.575,14,426.5,0.00425524509848832,0 +"5281","2015-02-08 09:51:00",19.4175,30.6,14,430.25,0.00426609269787983,0 +"5282","2015-02-08 09:52:00",19.39,30.6,24,435,0.00425874827115814,0 +"5283","2015-02-08 09:53:00",19.39,30.5666666666667,24,433,0.0042540773829744,0 +"5284","2015-02-08 09:53:59",19.39,30.55,24,430,0.00425174196501045,0 +"5285","2015-02-08 09:55:00",19.39,30.6,24,431,0.00425874827115814,0 +"5286","2015-02-08 09:55:59",19.39,30.6,24,431,0.00425874827115814,0 +"5287","2015-02-08 09:56:59",19.365,30.6,24,427,0.00425208121346694,0 +"5288","2015-02-08 09:58:00",19.39,30.6,24,430,0.00425874827115814,0 +"5289","2015-02-08 09:59:00",19.39,30.6,19,428,0.00425874827115814,0 +"5290","2015-02-08 10:00:00",19.3566666666667,30.6,31,432,0.00424986091052405,0 +"5291","2015-02-08 10:01:00",19.39,30.575,13,431.5,0.00425524509848832,0 +"5292","2015-02-08 10:01:59",19.34,30.55,13,432,0.00423843914036198,0 +"5293","2015-02-08 10:02:59",19.39,30.5,26.5,434,0.00424473581562793,0 +"5294","2015-02-08 10:04:00",19.39,30.5,26.5,433.75,0.00424473581562793,0 +"5295","2015-02-08 10:05:00",19.39,30.5,26.5,429,0.00424473581562793,0 +"5296","2015-02-08 10:06:00",19.365,30.6,26.5,431.75,0.00425208121346694,0 +"5297","2015-02-08 10:07:00",19.3233333333333,30.6,17.3333333333333,431.666666666667,0.00424098993594787,0 +"5298","2015-02-08 10:08:00",19.29,30.6,24,428.75,0.00423213532126926,0 +"5299","2015-02-08 10:08:59",19.35,30.58,24,426.25,0.00424528992873563,0 +"5300","2015-02-08 10:09:59",19.3233333333333,30.6,24,425,0.00424098993594787,0 +"5301","2015-02-08 10:11:00",19.315,30.55,24,426.5,0.00423180152501532,0 +"5302","2015-02-08 10:12:00",19.315,30.575,24,428,0.00423528811787515,0 +"5303","2015-02-08 10:13:00",19.29,30.6,24,429,0.00423213532126926,0 +"5304","2015-02-08 10:14:00",19.29,30.6,17.3333333333333,430,0.00423213532126926,0 +"5305","2015-02-08 10:14:59",19.315,30.6,14,441,0.00423877474955894,0 +"5306","2015-02-08 10:15:59",19.29,30.6333333333333,17.3333333333333,441,0.0042367768928091,0 +"5307","2015-02-08 10:17:00",19.315,30.6,18.5,432.25,0.00423877474955894,0 +"5308","2015-02-08 10:18:00",19.29,30.6,17.3333333333333,435,0.00423213532126926,0 +"5309","2015-02-08 10:19:00",19.29,30.6,19,429.5,0.00423213532126926,0 +"5310","2015-02-08 10:20:00",19.34,30.6,24,430,0.00424542337661458,0 +"5311","2015-02-08 10:21:00",19.29,30.6,24,431.5,0.00423213532126926,0 +"5312","2015-02-08 10:21:59",19.315,30.6,24,430,0.00423877474955894,0 +"5313","2015-02-08 10:23:00",19.29,30.6,24,427.333333333333,0.00423213532126926,0 +"5314","2015-02-08 10:24:00",19.29,30.6,24,425,0.00423213532126926,0 +"5315","2015-02-08 10:25:00",19.29,30.5,24,431,0.00421821101947199,0 +"5316","2015-02-08 10:25:59",19.29,30.5,24,432.75,0.00421821101947199,0 +"5317","2015-02-08 10:27:00",19.3566666666667,30.6,24,426.666666666667,0.00424986091052405,0 +"5318","2015-02-08 10:27:59",19.29,30.5,24,429.333333333333,0.00421821101947199,0 +"5319","2015-02-08 10:28:59",19.29,30.56,24,429.5,0.00422656552624355,0 +"5320","2015-02-08 10:30:00",19.29,30.525,24,428.4,0.00422169203686957,0 +"5321","2015-02-08 10:31:00",19.29,30.5333333333333,24,427.666666666667,0.00422285238460223,0 +"5322","2015-02-08 10:32:00",19.29,30.5,24,428,0.00421821101947199,0 +"5323","2015-02-08 10:33:00",19.29,30.5,12,430.666666666667,0.00421821101947199,0 +"5324","2015-02-08 10:34:00",19.29,30.5666666666667,6,428.666666666667,0.00422749381853414,0 +"5325","2015-02-08 10:34:59",19.29,30.55,6,435.5,0.00422517309296788,0 +"5326","2015-02-08 10:36:00",19.29,30.575,6,435.75,0.00422865418776756,0 +"5327","2015-02-08 10:37:00",19.29,30.6,6,437,0.00423213532126926,0 +"5328","2015-02-08 10:38:00",19.29,30.6,6,437.5,0.00423213532126926,0 +"5329","2015-02-08 10:38:59",19.2675,30.55,6,438.75,0.00421921534675402,0 +"5330","2015-02-08 10:40:00",19.29,30.5333333333333,6,435,0.00422285238460223,0 +"5331","2015-02-08 10:40:59",19.245,30.55,24,437.5,0.00421326502209067,0 +"5332","2015-02-08 10:41:59",19.23,30.5333333333333,24,435,0.0042069903254854,0 +"5333","2015-02-08 10:43:00",19.245,30.55,24,435,0.00421326502209067,0 +"5334","2015-02-08 10:44:00",19.2675,30.575,14,436.5,0.00422269149990349,0 +"5335","2015-02-08 10:45:00",19.23,30.5333333333333,17.3333333333333,433,0.0042069903254854,0 +"5336","2015-02-08 10:46:00",19.245,30.55,22.5,433,0.00421326502209067,0 +"5337","2015-02-08 10:46:59",19.2675,30.525,26.5,430,0.00421573923219649,0 +"5338","2015-02-08 10:47:59",19.245,30.525,19.75,428.25,0.0042097938428251,0 +"5339","2015-02-08 10:49:00",19.26,30.5666666666667,13,433.333333333333,0.00421954741490875,0 +"5340","2015-02-08 10:50:00",19.245,30.525,19.75,435.25,0.0042097938428251,0 +"5341","2015-02-08 10:51:00",19.26,30.5666666666667,31,433.333333333333,0.00421954741490875,0 +"5342","2015-02-08 10:52:00",19.2675,30.575,26.5,428.25,0.00422269149990349,0 +"5343","2015-02-08 10:53:00",19.23,30.5,31,430.666666666667,0.00420236651144401,0 +"5344","2015-02-08 10:53:59",19.2225,30.5,26.5,428,0.00420038964891632,0 +"5345","2015-02-08 10:54:59",19.26,30.5666666666667,22,423,0.00421954741490875,0 +"5346","2015-02-08 10:56:00",19.2225,30.525,26.5,433.5,0.00420385586075843,0 +"5347","2015-02-08 10:57:00",19.23,30.5333333333333,31,437.666666666667,0.0042069903254854,0 +"5348","2015-02-08 10:58:00",19.23,30.5333333333333,31,433.666666666667,0.0042069903254854,0 +"5349","2015-02-08 10:59:00",19.245,30.55,19.75,432.75,0.00421326502209067,0 +"5350","2015-02-08 10:59:59",19.245,30.55,19.75,433,0.00421326502209067,0 +"5351","2015-02-08 11:00:59",19.23,30.5333333333333,31,433,0.0042069903254854,0 +"5352","2015-02-08 11:02:00",19.23,30.5333333333333,31,432.666666666667,0.0042069903254854,0 +"5353","2015-02-08 11:03:00",19.2225,30.525,26.5,427,0.00420385586075843,0 +"5354","2015-02-08 11:04:00",19.245,30.6,20.25,427.75,0.00422020749607083,0 +"5355","2015-02-08 11:05:00",19.245,30.55,14,429.5,0.00421326502209067,0 +"5356","2015-02-08 11:06:00",19.245,30.55,19,430.25,0.00421326502209067,0 +"5357","2015-02-08 11:06:59",19.23,30.5333333333333,24,432,0.0042069903254854,0 +"5358","2015-02-08 11:08:00",19.2225,30.575,15,434.25,0.00421078839956323,0 +"5359","2015-02-08 11:09:00",19.23,30.6333333333333,6,430,0.00422086217731987,0 +"5360","2015-02-08 11:10:00",19.245,30.575,6,430.25,0.00421673623983903,0 +"5361","2015-02-08 11:10:59",19.245,30.55,6,437,0.00421326502209067,0 +"5362","2015-02-08 11:12:00",19.245,30.6,17,435,0.00422020749607083,0 +"5363","2015-02-08 11:12:59",19.2,30.6,17,430.75,0.00420830937500383,0 +"5364","2015-02-08 11:13:59",19.2,30.6,13.5,431,0.00420830937500383,0 +"5365","2015-02-08 11:15:00",19.2,30.625,7,435.5,0.00421177081720203,0 +"5366","2015-02-08 11:16:00",19.2,30.6666666666667,16,428.666666666667,0.00421753997257109,0 +"5367","2015-02-08 11:17:00",19.2,30.7,10.5,427,0.00422215537340291,0 +"5368","2015-02-08 11:18:00",19.2,30.7,25.25,429,0.00422215537340291,0 +"5369","2015-02-08 11:19:00",19.1333333333333,30.73,25,431.333333333333,0.00420866124356053,0 +"5370","2015-02-08 11:19:59",19.15,30.7675,22,429.5,0.0042182432388776,0 +"5371","2015-02-08 11:21:00",19.1,30.79,22,430,0.00420811731920908,0 +"5372","2015-02-08 11:22:00",19.1333333333333,30.89,31,425,0.00423072326889308,0 +"5373","2015-02-08 11:23:00",19.1,30.89,18.5,424,0.00422187724213521,0 +"5374","2015-02-08 11:23:59",19.1,30.89,18.5,425.5,0.00422187724213521,0 +"5375","2015-02-08 11:25:00",19.1,30.89,17.3333333333333,426,0.00422187724213521,0 +"5376","2015-02-08 11:25:59",19.1,30.89,14,426.5,0.00422187724213521,0 +"5377","2015-02-08 11:26:59",19.1,30.89,14,429.25,0.00422187724213521,0 +"5378","2015-02-08 11:28:00",19.1,30.89,17.3333333333333,431.666666666667,0.00422187724213521,0 +"5379","2015-02-08 11:29:00",19.1,30.89,19.75,433.5,0.00422187724213521,0 +"5380","2015-02-08 11:30:00",19.1,30.89,13,435.5,0.00422187724213521,0 +"5381","2015-02-08 11:31:00",19.1,30.89,13,436.333333333333,0.00422187724213521,0 +"5382","2015-02-08 11:31:59",19.1,30.89,22.5,432.5,0.00422187724213521,0 +"5383","2015-02-08 11:32:59",19.1,30.89,24,433,0.00422187724213521,0 +"5384","2015-02-08 11:34:00",19.1,30.89,24,432.75,0.00422187724213521,0 +"5385","2015-02-08 11:35:00",19.1,30.89,6,434,0.00422187724213521,0 +"5386","2015-02-08 11:36:00",19.1,30.89,6,434.333333333333,0.00422187724213521,0 +"5387","2015-02-08 11:37:00",19.1,30.89,13.5,433,0.00422187724213521,0 +"5388","2015-02-08 11:38:00",19.1,30.89,9.33333333333333,430.333333333333,0.00422187724213521,0 +"5389","2015-02-08 11:38:59",19.1,30.9175,12,433,0.00422566132695282,0 +"5390","2015-02-08 11:39:59",19.1,31,15,437,0.00423701385580471,0 +"5391","2015-02-08 11:41:00",19.1,31,18.5,435,0.00423701385580471,0 +"5392","2015-02-08 11:42:00",19.05,31.05,26.5,431,0.00423058646733672,0 +"5393","2015-02-08 11:43:00",19.1,31.0333333333333,31,432,0.00424160085290026,0 +"5394","2015-02-08 11:44:00",19.1,31,26.5,434.25,0.00423701385580471,0 +"5395","2015-02-08 11:44:59",19.1,31,31,435,0.00423701385580471,0 +"5396","2015-02-08 11:45:59",19.1,31,16.25,436,0.00423701385580471,0 +"5397","2015-02-08 11:47:00",19.1,31,24,435.5,0.00423701385580471,0 +"5398","2015-02-08 11:48:00",19.1,31,24,432.25,0.00423701385580471,0 +"5399","2015-02-08 11:49:00",19.1,31,24,435.5,0.00423701385580471,0 +"5400","2015-02-08 11:50:00",19.1,31,17.3333333333333,434.333333333333,0.00423701385580471,0 +"5401","2015-02-08 11:51:00",19.1,31,18.5,432,0.00423701385580471,0 +"5402","2015-02-08 11:51:59",19.1,31,22.5,432,0.00423701385580471,0 +"5403","2015-02-08 11:53:00",19.1,30.9266666666667,31,433,0.00422692269872146,0 +"5404","2015-02-08 11:54:00",19.15,30.89,13,432.5,0.00423515241921811,0 +"5405","2015-02-08 11:55:00",19.175,30.89,13,429.5,0.00424180382510226,0 +"5406","2015-02-08 11:55:59",19.2,30.84,31,427.5,0.00424154079984671,0 +"5407","2015-02-08 11:57:00",19.2,30.865,31,428.75,0.00424500260943712,0 +"5408","2015-02-08 11:57:59",19.2,30.79,25,428.333333333333,0.00423461729548353,0 +"5409","2015-02-08 11:58:59",19.2,30.79,39.3333333333333,425.666666666667,0.00423461729548353,0 +"5410","2015-02-08 12:00:00",19.2,30.79,53,421.5,0.00423461729548353,0 +"5411","2015-02-08 12:01:00",19.2,30.79,65.6666666666667,423.333333333333,0.00423461729548353,0 +"5412","2015-02-08 12:02:00",19.245,30.7675,67.25,426.75,0.00424346590555203,0 +"5413","2015-02-08 12:03:00",19.245,30.745,116.75,424.25,0.00424034154114147,0 +"5414","2015-02-08 12:04:00",19.29,30.745,112.5,425,0.00425232665881594,0 +"5415","2015-02-08 12:04:59",19.29,30.7675,201.5,431,0.00425545991409741,0 +"5416","2015-02-08 12:06:00",19.29,30.7,102.666666666667,435,0.00424606024230911,0 +"5417","2015-02-08 12:07:00",19.315,30.7,85.75,431.25,0.00425272166454662,0 +"5418","2015-02-08 12:08:00",19.29,30.7,81,431.333333333333,0.00424606024230911,0 +"5419","2015-02-08 12:08:59",19.365,30.675,81.5,435.75,0.00426257440166169,0 +"5420","2015-02-08 12:10:00",19.39,30.6333333333333,93.6666666666667,434.333333333333,0.00426341922901762,0 +"5421","2015-02-08 12:10:59",19.39,30.6,106,431,0.00425874827115814,0 +"5422","2015-02-08 12:11:59",19.39,30.5333333333333,74,432.666666666667,0.00424940656446485,0 +"5423","2015-02-08 12:13:00",19.39,30.5,79.5,428.75,0.00424473581562793,0 +"5424","2015-02-08 12:14:00",19.39,30.5,110,430,0.00424473581562793,0 +"5425","2015-02-08 12:15:00",19.39,30.5,150.25,427,0.00424473581562793,0 +"5426","2015-02-08 12:16:00",19.39,30.5,66.6666666666667,428,0.00424473581562793,0 +"5427","2015-02-08 12:16:59",19.39,30.5,62.5,427.25,0.00424473581562793,0 +"5428","2015-02-08 12:17:59",19.4266666666667,30.5,54,428,0.0042544984221175,0 +"5429","2015-02-08 12:19:00",19.4175,30.4725,47,429,0.00424819590758226,0 +"5430","2015-02-08 12:20:00",19.4725,30.5,62,423.5,0.00426672956580133,0 +"5431","2015-02-08 12:21:00",19.4175,30.4175,255,425.666666666667,0.00424047603931713,0 +"5432","2015-02-08 12:22:00",19.5,30.4266666666667,317.25,428.75,0.00426373622229767,0 +"5433","2015-02-08 12:23:00",19.525,30.34,233,429.5,0.00425816766306139,0 +"5434","2015-02-08 12:23:59",19.6,30.245,277.5,432.75,0.00426471287018958,0 +"5435","2015-02-08 12:24:59",19.675,30.2,88.5,428.75,0.00427834614621145,0 +"5436","2015-02-08 12:26:00",19.7,30.2,72.75,425.5,0.004285038585908,0 +"5437","2015-02-08 12:27:00",19.65,30.15,68,424,0.00426454216078906,0 +"5438","2015-02-08 12:28:00",19.625,30.125,57.25,426.75,0.00425432464846632,0 +"5439","2015-02-08 12:29:00",19.6666666666667,30.1666666666667,63.6666666666667,427,0.00427136519749302,0 +"5440","2015-02-08 12:29:59",19.65,30.15,50,427,0.00426454216078906,0 +"5441","2015-02-08 12:30:59",19.625,30.125,54.5,426.25,0.00425432464846632,0 +"5442","2015-02-08 12:32:00",19.65,30.15,68,427.5,0.00426454216078906,0 +"5443","2015-02-08 12:33:00",19.7,30.2,71.5,434,0.004285038585908,0 +"5444","2015-02-08 12:34:00",19.625,30.125,69.75,428.25,0.00425432464846632,0 +"5445","2015-02-08 12:35:00",19.6333333333333,30.1333333333333,84.6666666666667,428.666666666667,0.00425772821526826,0 +"5446","2015-02-08 12:36:00",19.65,30.15,81.5,427.5,0.00426454216078906,0 +"5447","2015-02-08 12:36:59",19.7,30.15,90.5,422,0.00427789535815756,0 +"5448","2015-02-08 12:38:00",19.6,30.1,99.75,422.5,0.00424412755638058,0 +"5449","2015-02-08 12:39:00",19.6333333333333,30.1,226,423,0.00425298613468152,0 +"5450","2015-02-08 12:40:00",19.7,30.1,161.25,422.25,0.00427075229335247,0 +"5451","2015-02-08 12:40:59",19.7,30.1,178.666666666667,425,0.00427075229335247,0 +"5452","2015-02-08 12:42:00",19.7225,30,241,428.25,0.0042624572633588,0 +"5453","2015-02-08 12:42:59",19.79,30,214.75,425,0.00428047379453288,0 +"5454","2015-02-08 12:43:59",19.79,29.9175,293.5,425.5,0.00426862170825508,0 +"5455","2015-02-08 12:45:00",19.89,29.84,290.5,426,0.00428415813705438,0 +"5456","2015-02-08 12:46:00",19.9266666666667,29.79,290.666666666667,424.333333333333,0.00428672937885196,0 +"5457","2015-02-08 12:47:00",20,29.7225,288.5,425.75,0.0042965620985378,0 +"5458","2015-02-08 12:48:00",20.025,29.65,295.5,425.5,0.00429269725747901,0 +"5459","2015-02-08 12:49:00",20.0333333333333,29.6,194,429.333333333333,0.00428763589091257,0 +"5460","2015-02-08 12:49:59",20.125,29.575,261.75,426,0.00430853818727102,0 +"5461","2015-02-08 12:51:00",20.1333333333333,29.5,243.333333333333,430,0.00429976864365105,0 +"5462","2015-02-08 12:52:00",20.125,29.445,247.5,427,0.00428946895230924,0 +"5463","2015-02-08 12:53:00",20.2,29.39,256,430.5,0.00430145106790789,0 +"5464","2015-02-08 12:53:59",20.2,29.365,192.75,426.75,0.00429776684509052,0 +"5465","2015-02-08 12:55:00",20.245,29.365,252.5,425,0.00430982589706669,0 +"5466","2015-02-08 12:55:59",20.23,29.3233333333333,287.666666666667,428.666666666667,0.00429965106296165,0 +"5467","2015-02-08 12:56:59",20.29,29.315,279.75,429,0.00431450481144828,0 +"5468","2015-02-08 12:58:00",20.29,29.23,253.333333333333,427.666666666667,0.0043019082115549,0 +"5469","2015-02-08 12:59:00",20.34,29.2,273,427.5,0.00431085298677028,0 +"5470","2015-02-08 13:00:00",20.39,29.2,272,427.333333333333,0.00432428032125835,0 +"5471","2015-02-08 13:01:00",20.39,29.2,273.333333333333,429,0.00432428032125835,0 +"5472","2015-02-08 13:01:59",20.445,29.125,265,424.75,0.004327870545459,0 +"5473","2015-02-08 13:02:59",20.4725,28.9725,265,426.75,0.00431241724796904,0 +"5474","2015-02-08 13:04:00",20.5,28.8233333333333,265,429.333333333333,0.00429739849017449,0 +"5475","2015-02-08 13:05:00",20.5,28.8233333333333,265,423.666666666667,0.00429739849017449,0 +"5476","2015-02-08 13:06:00",20.525,28.7225,265,426.75,0.00428891732851142,0 +"5477","2015-02-08 13:07:00",20.55,28.7,262,434.25,0.00429219428811953,0 +"5478","2015-02-08 13:08:00",20.6,28.6,259,427,0.0042904360649924,0 +"5479","2015-02-08 13:08:59",20.6,28.6,257.25,425.5,0.0042904360649924,0 +"5480","2015-02-08 13:09:59",20.65,28.525,256.75,429,0.00429240855033793,0 +"5481","2015-02-08 13:11:00",20.625,28.5,247.25,431.5,0.00428197148387816,0 +"5482","2015-02-08 13:12:00",20.7,28.5,175.666666666667,431,0.00430194630072019,0 +"5483","2015-02-08 13:13:00",20.7,28.5,250.75,432,0.00430194630072019,0 +"5484","2015-02-08 13:14:00",20.7,28.4175,255.5,432,0.00428940742045544,0 +"5485","2015-02-08 13:14:59",20.7,28.245,252,425,0.00426319138404167,0 +"5486","2015-02-08 13:15:59",20.7,28.1666666666667,260.333333333333,422,0.00425128724187452,0 +"5487","2015-02-08 13:17:00",20.745,28.1,174.5,427,0.00425300967197671,0 +"5488","2015-02-08 13:18:00",20.7225,28.1,97.75,431.5,0.00424707939347129,0 +"5489","2015-02-08 13:19:00",20.7,28.1,252,429,0.00424115641351555,0 +"5490","2015-02-08 13:20:00",20.7,28.1,215.5,426.5,0.00424115641351555,0 +"5491","2015-02-08 13:21:00",20.745,28.025,164.5,424.75,0.00424158081417014,0 +"5492","2015-02-08 13:21:59",20.73,28,97.6666666666667,422,0.00423383122127418,0 +"5493","2015-02-08 13:23:00",20.7,27.945,237,420,0.00421760350447281,0 +"5494","2015-02-08 13:24:00",20.745,27.815,153,418,0.00420958223140355,0 +"5495","2015-02-08 13:25:00",20.7225,27.84,231.5,420.5,0.00420751675026369,0 +"5496","2015-02-08 13:25:59",20.7,27.815,82,423.5,0.00419785081775221,0 +"5497","2015-02-08 13:27:00",20.7,27.79,90,422,0.0041940523670117,0 +"5498","2015-02-08 13:27:59",20.7,27.76,89,423.666666666667,0.0041894942869509,0 +"5499","2015-02-08 13:28:59",20.7,27.79,115.25,428.75,0.0041940523670117,0 +"5500","2015-02-08 13:30:00",20.68,27.79,96.4,428.75,0.00418885241337428,0 +"5501","2015-02-08 13:31:00",20.6,27.7,127,428,0.00415452054639183,0 +"5502","2015-02-08 13:32:00",20.6,27.65,169.25,429,0.00414697141392697,0 +"5503","2015-02-08 13:33:00",20.625,27.65,205.5,429.5,0.00415341079159456,0 +"5504","2015-02-08 13:34:00",20.65,27.65,202,427,0.00415985899060534,0 +"5505","2015-02-08 13:34:59",20.7,27.625,156.75,422.75,0.0041689837478149,0 +"5506","2015-02-08 13:36:00",20.7,27.6,209,425,0.00416518564727451,0 +"5507","2015-02-08 13:37:00",20.7,27.525,211,426,0.00415379162210216,0 +"5508","2015-02-08 13:38:00",20.7,27.4633333333333,133.333333333333,425,0.00414442351203924,0 +"5509","2015-02-08 13:38:59",20.7,27.39,197.25,424,0.0041332834217088,0 +"5510","2015-02-08 13:40:00",20.7,27.39,147.5,420.5,0.0041332834217088,0 +"5511","2015-02-08 13:40:59",20.7,27.3233333333333,171,423,0.00412315641084026,0 +"5512","2015-02-08 13:41:59",20.7,27.2675,152,425.25,0.00411467529129676,0 +"5513","2015-02-08 13:43:00",20.7,27.175,77.5,424.75,0.00410062498693376,0 +"5514","2015-02-08 13:44:00",20.7,27.1,74,427.5,0.00408923331117716,0 +"5515","2015-02-08 13:45:00",20.6666666666667,27.1666666666667,123,425,0.00409089267706161,0 +"5516","2015-02-08 13:46:00",20.6,27.0475,151.5,423.75,0.00405601867796952,0 +"5517","2015-02-08 13:46:59",20.625,26.9975,182,425.5,0.00405475735858457,0 +"5518","2015-02-08 13:47:59",20.65,27.05,199.75,424.5,0.00406900028621316,0 +"5519","2015-02-08 13:49:00",20.65,27,201.5,422,0.00406142991772346,0 +"5520","2015-02-08 13:50:00",20.675,26.89,179.5,418.5,0.00405105299165078,0 +"5521","2015-02-08 13:51:00",20.675,26.8925,195.25,417,0.00405143207678965,0 +"5522","2015-02-08 13:52:00",20.7,26.8233333333333,157.333333333333,418.333333333333,0.0040472142698737,0 +"5523","2015-02-08 13:53:00",20.7,26.79,141,427.75,0.00404215211547375,0 +"5524","2015-02-08 13:53:59",20.7,26.79,183,424.75,0.00404215211547375,0 +"5525","2015-02-08 13:54:59",20.7,26.79,186,428,0.00404215211547375,0 +"5526","2015-02-08 13:56:00",20.7,26.745,186,428,0.0040353183368894,0 +"5527","2015-02-08 13:57:00",20.7,26.675,136,423,0.004024688311186,0 +"5528","2015-02-08 13:58:00",20.7,26.65,85.5,420.5,0.00402089196092,0 +"5529","2015-02-08 13:59:00",20.7,26.55,77.5,416,0.00400570702028278,0 +"5530","2015-02-08 13:59:59",20.7,26.65,128.75,412.75,0.00402089196092,0 +"5531","2015-02-08 14:00:59",20.6666666666667,26.6,178.333333333333,414,0.00400501173016373,0 +"5532","2015-02-08 14:02:00",20.7,26.6,154.25,421,0.00401329939851772,0 +"5533","2015-02-08 14:03:00",20.7,26.5,140.5,415,0.0039981148262085,0 +"5534","2015-02-08 14:04:00",20.7,26.5,130,416.333333333333,0.0039981148262085,0 +"5535","2015-02-08 14:05:00",20.7,26.4725,64.25,420.5,0.00399393919796369,0 +"5536","2015-02-08 14:06:00",20.675,26.4725,113,415.75,0.00398775221285737,0 +"5537","2015-02-08 14:06:59",20.6666666666667,26.5,152.333333333333,417.333333333333,0.00398985871462378,0 +"5538","2015-02-08 14:08:00",20.625,26.39,145,418.666666666667,0.00396293555121107,0 +"5539","2015-02-08 14:09:00",20.675,26.4175,151,426.6,0.00397941414233845,0 +"5540","2015-02-08 14:10:00",20.625,26.4175,152.5,427,0.003967091511895,0 +"5541","2015-02-08 14:10:59",20.675,26.39,142.25,424.5,0.00397524519037489,0 +"5542","2015-02-08 14:12:00",20.675,26.365,134.5,420.75,0.00397145528223085,0 +"5543","2015-02-08 14:12:59",20.7,26.39,149.25,418.25,0.00398141264745754,0 +"5544","2015-02-08 14:13:59",20.7,26.315,115.75,423,0.0039700253092998,0 +"5545","2015-02-08 14:15:00",20.6666666666667,26.3566666666667,142.333333333333,421,0.00396814067159585,0 +"5546","2015-02-08 14:16:00",20.7,26.3566666666667,130,423,0.00397635155712788,0 +"5547","2015-02-08 14:17:00",20.675,26.29,145.25,429.25,0.00396008583314141,0 +"5548","2015-02-08 14:18:00",20.7,26.3233333333333,157,422.333333333333,0.0039712905486359,0 +"5549","2015-02-08 14:19:00",20.7,26.245,106.25,419.25,0.0039593975008019,0 +"5550","2015-02-08 14:19:59",20.7,26.23,82.3333333333333,423.666666666667,0.00395712016021781,0 +"5551","2015-02-08 14:21:00",20.7,26.2225,72,421.5,0.00395598149613975,0 +"5552","2015-02-08 14:22:00",20.6,26.15,95.75,422,0.00392058205324917,0 +"5553","2015-02-08 14:23:00",20.6,26.1333333333333,112,426,0.00391806753549011,0 +"5554","2015-02-08 14:23:59",20.6,26.15,110.25,424.75,0.00392058205324917,0 +"5555","2015-02-08 14:25:00",20.6,26.125,85.75,421,0.00391681028418677,0 +"5556","2015-02-08 14:25:59",20.6,26.1,59.5,419.5,0.00391303856058111,0 +"5557","2015-02-08 14:26:59",20.6,26.125,115.25,426,0.00391681028418677,0 +"5558","2015-02-08 14:28:00",20.6,26.2,74,418,0.0039281257277475,0 +"5559","2015-02-08 14:29:00",20.5,26.2,74,417,0.00390381930954106,0 +"5560","2015-02-08 14:30:00",20.5,26.2,81.6666666666667,417.666666666667,0.00390381930954106,0 +"5561","2015-02-08 14:31:00",20.5,26.2,63.5,419,0.00390381930954106,0 +"5562","2015-02-08 14:31:59",20.5,26.245,86.25,420,0.00391056649781573,0 +"5563","2015-02-08 14:32:59",20.5,26.26,63.3333333333333,425.666666666667,0.00391281559290033,0 +"5564","2015-02-08 14:34:00",20.5,26.254,59.5,424.5,0.00391191595292689,0 +"5565","2015-02-08 14:35:00",20.5,26.29,65.8,422,0.00391731383156016,0 +"5566","2015-02-08 14:36:00",20.5,26.29,81,421.666666666667,0.00391731383156016,0 +"5567","2015-02-08 14:37:00",20.4633333333333,26.23,69,421.666666666667,0.00389942806650711,0 +"5568","2015-02-08 14:38:00",20.39,26.2,108,428.25,0.00387723555626482,0 +"5569","2015-02-08 14:38:59",20.445,26.245,57,429,0.00389723144333791,0 +"5570","2015-02-08 14:39:59",20.39,26.2,68,425.75,0.00387723555626482,0 +"5571","2015-02-08 14:41:00",20.39,26.2,73.25,421.5,0.00387723555626482,0 +"5572","2015-02-08 14:42:00",20.39,26.2,98.6666666666667,424,0.00387723555626482,0 +"5573","2015-02-08 14:43:00",20.39,26.2,59,424,0.00387723555626482,0 +"5574","2015-02-08 14:44:00",20.39,26.23,54.3333333333333,426,0.00388170284497696,0 +"5575","2015-02-08 14:44:59",20.39,26.245,100.25,419.75,0.00388393651324755,0 +"5576","2015-02-08 14:45:59",20.39,26.23,100,417.666666666667,0.00388170284497696,0 +"5577","2015-02-08 14:47:00",20.39,26.2225,67.5,419,0.00388058601682033,0 +"5578","2015-02-08 14:48:00",20.365,26.2,59,424.75,0.00387121611003819,0 +"5579","2015-02-08 14:49:00",20.39,26.2,72.3333333333333,421.666666666667,0.00387723555626482,0 +"5580","2015-02-08 14:50:00",20.3566666666667,26.2,70.3333333333333,424.333333333333,0.00386921146051269,0 +"5581","2015-02-08 14:51:00",20.34,26.2225,69.75,422.5,0.0038685449082954,0 +"5582","2015-02-08 14:51:59",20.3566666666667,26.2,85.3333333333333,424.333333333333,0.00386921146051269,0 +"5583","2015-02-08 14:53:00",20.29,26.2,79.75,426.25,0.00385320719822783,0 +"5584","2015-02-08 14:54:00",20.29,26.2225,76.75,421.5,0.00385653676706094,0 +"5585","2015-02-08 14:55:00",20.29,26.2,85.6666666666667,418.666666666667,0.00385320719822783,0 +"5586","2015-02-08 14:55:59",20.315,26.2,59.25,422.5,0.00385920194076222,0 +"5587","2015-02-08 14:57:00",20.29,26.23,62,422.333333333333,0.00385764663121131,0 +"5588","2015-02-08 14:57:59",20.29,26.2,48.5,418.5,0.00385320719822783,0 +"5589","2015-02-08 14:58:59",20.29,26.2,48.5,421.5,0.00385320719822783,0 +"5590","2015-02-08 15:00:00",20.29,26.2,59,421.5,0.00385320719822783,0 +"5591","2015-02-08 15:01:00",20.29,26.175,60.75,417.75,0.00384950771885178,0 +"5592","2015-02-08 15:02:00",20.29,26.2,44.3333333333333,422,0.00385320719822783,0 +"5593","2015-02-08 15:03:00",20.29,26.2,64,419,0.00385320719822783,0 +"5594","2015-02-08 15:04:00",20.2225,26.2225,44,423.75,0.00384037793273924,0 +"5595","2015-02-08 15:04:59",20.245,26.245,54.5,425.25,0.0038490778031903,0 +"5596","2015-02-08 15:06:00",20.2,26.1666666666667,46,420.666666666667,0.00382678915504942,0 +"5597","2015-02-08 15:07:00",20.2,26.2,49,417.5,0.00383169407638348,0 +"5598","2015-02-08 15:08:00",20.2,26.2,63,418.5,0.00383169407638348,0 +"5599","2015-02-08 15:08:59",20.2,26.2,52.75,424.25,0.00383169407638348,0 +"5600","2015-02-08 15:10:00",20.2,26.2,55,423.666666666667,0.00383169407638348,0 +"5601","2015-02-08 15:10:59",20.2,26.175,56.5,419,0.00382801537817504,0 +"5602","2015-02-08 15:11:59",20.2,26.2,62.5,420.5,0.00383169407638348,0 +"5603","2015-02-08 15:13:00",20.2,26.2225,57.75,426.5,0.00383500494174807,0 +"5604","2015-02-08 15:14:00",20.1333333333333,26.2,58.3333333333333,422.666666666667,0.00381582680556521,0 +"5605","2015-02-08 15:15:00",20.125,26.2225,69.25,420.25,0.00381714282818553,0 +"5606","2015-02-08 15:16:00",20.15,26.2675,58.75,420.25,0.00382968982916166,0 +"5607","2015-02-08 15:16:59",20.15,26.29,60.75,424.25,0.00383299044855343,0 +"5608","2015-02-08 15:17:59",20.15,26.29,53.5,423.5,0.00383299044855343,0 +"5609","2015-02-08 15:19:00",20.175,26.2675,60.75,420.25,0.0038356542073287,0 +"5610","2015-02-08 15:20:00",20.15,26.2675,62,424.75,0.00382968982916166,0 +"5611","2015-02-08 15:21:00",20.15,26.2675,52.25,423.75,0.00382968982916166,0 +"5612","2015-02-08 15:22:00",20.1,26.29,46,425.666666666667,0.00382107590736235,0 +"5613","2015-02-08 15:23:00",20.1,26.26,53.6666666666667,426.5,0.00381668885225685,0 +"5614","2015-02-08 15:23:59",20.1,26.2675,47,421.5,0.00381778561026692,0 +"5615","2015-02-08 15:24:59",20.1,26.29,50,423,0.00382107590736235,0 +"5616","2015-02-08 15:26:00",20.1,26.29,40.5,424,0.00382107590736235,0 +"5617","2015-02-08 15:27:00",20.1,26.29,34.6666666666667,422.333333333333,0.00382107590736235,0 +"5618","2015-02-08 15:28:00",20.1,26.29,35.25,422,0.00382107590736235,0 +"5619","2015-02-08 15:29:00",20.075,26.2675,33.5,420.5,0.00381184575016873,0 +"5620","2015-02-08 15:29:59",20.0666666666667,26.26,44,422.666666666667,0.00380877313961726,0 +"5621","2015-02-08 15:30:59",20.075,26.29,44,418.5,0.00381513089688364,0 +"5622","2015-02-08 15:32:00",20.05,26.29,55,418.5,0.00380919404690712,0 +"5623","2015-02-08 15:33:00",20,26.2675,46,423.75,0.00379407505125258,0 +"5624","2015-02-08 15:34:00",20,26.29,44,423.666666666667,0.00379734478979116,0 +"5625","2015-02-08 15:35:00",20,26.29,44,422.5,0.00379734478979116,0 +"5626","2015-02-08 15:36:00",20,26.29,47.6666666666667,423,0.00379734478979116,0 +"5627","2015-02-08 15:36:59",20,26.29,40.5,421.5,0.00379734478979116,0 +"5628","2015-02-08 15:38:00",20,26.29,51.5,426,0.00379734478979116,0 +"5629","2015-02-08 15:39:00",20,26.29,36.6666666666667,421,0.00379734478979116,0 +"5630","2015-02-08 15:40:00",20,26.34,37,420.5,0.00380461099776517,0 +"5631","2015-02-08 15:40:59",20,26.365,37,421,0.00380824416502914,0 +"5632","2015-02-08 15:42:00",20,26.39,37,421.5,0.00381187737447875,0 +"5633","2015-02-08 15:42:59",19.9633333333333,26.39,37,419.666666666667,0.00380317521839064,0 +"5634","2015-02-08 15:43:59",19.9266666666667,26.39,37,421.333333333333,0.00379449059185483,0 +"5635","2015-02-08 15:45:00",19.89,26.39,37,418.75,0.00378582346438501,0 +"5636","2015-02-08 15:46:00",19.89,26.445,37,418,0.00379376170946238,0 +"5637","2015-02-08 15:47:00",19.89,26.4725,37,422.25,0.00379773090752546,0 +"5638","2015-02-08 15:48:00",19.89,26.5,28.6666666666667,422.666666666667,0.00380170015593943,0 +"5639","2015-02-08 15:49:00",19.89,26.4725,28,421.5,0.00379773090752546,0 +"5640","2015-02-08 15:49:59",19.89,26.5,30.75,422.5,0.00380170015593943,0 +"5641","2015-02-08 15:51:00",19.89,26.5,19,421,0.00380170015593943,0 +"5642","2015-02-08 15:52:00",19.89,26.525,23.5,424.75,0.0038053086072822,0 +"5643","2015-02-08 15:53:00",19.89,26.5,33.5,422.5,0.00380170015593943,0 +"5644","2015-02-08 15:53:59",19.865,26.525,26.25,420.25,0.00379937867189251,0 +"5645","2015-02-08 15:55:00",19.8233333333333,26.5333333333333,38.3333333333333,420.666666666667,0.00379071136419209,0 +"5646","2015-02-08 15:55:59",19.84,26.55,33.5,421.75,0.00379705407622002,0 +"5647","2015-02-08 15:56:59",19.84,26.55,33.5,420.5,0.00379705407622002,0 +"5648","2015-02-08 15:58:00",19.84,26.55,33.5,421,0.00379705407622002,0 +"5649","2015-02-08 15:59:00",19.815,26.575,33.5,420,0.00379472638249145,0 +"5650","2015-02-08 16:00:00",19.79,26.6,38.3333333333333,421.333333333333,0.00379239560424957,0 +"5651","2015-02-08 16:01:00",19.79,26.6,33.5,424.25,0.00379239560424957,0 +"5652","2015-02-08 16:01:59",19.79,26.6,38.3333333333333,421.333333333333,0.00379239560424957,0 +"5653","2015-02-08 16:02:59",19.79,26.6,40.75,422,0.00379239560424957,0 +"5654","2015-02-08 16:04:00",19.79,26.6,36.6666666666667,418.666666666667,0.00379239560424957,0 +"5655","2015-02-08 16:05:00",19.79,26.6,34.4,422.75,0.00379239560424957,0 +"5656","2015-02-08 16:06:00",19.79,26.6,36.6666666666667,421,0.00379239560424957,0 +"5657","2015-02-08 16:07:00",19.79,26.6,39.5,418,0.00379239560424957,0 +"5658","2015-02-08 16:08:00",19.79,26.6,39.5,421.75,0.00379239560424957,0 +"5659","2015-02-08 16:08:59",19.745,26.7,39.5,423,0.00379605969621947,0 +"5660","2015-02-08 16:09:59",19.7225,26.7,31,422.5,0.00379072947168724,0 +"5661","2015-02-08 16:11:00",19.7,26.7,31,423,0.00378540585145811,0 +"5662","2015-02-08 16:12:00",19.7225,26.7,31,422,0.00379072947168724,0 +"5663","2015-02-08 16:13:00",19.7,26.7,31,424,0.00378540585145811,0 +"5664","2015-02-08 16:14:00",19.7,26.7,31,427.75,0.00378540585145811,0 +"5665","2015-02-08 16:14:59",19.7,26.73,31,423.333333333333,0.00378968503050269,0 +"5666","2015-02-08 16:15:59",19.7,26.79,31,423.5,0.0037982435641628,0 +"5667","2015-02-08 16:17:00",19.7,26.79,31,421.5,0.0037982435641628,0 +"5668","2015-02-08 16:18:00",19.7,26.79,31,419.333333333333,0.0037982435641628,0 +"5669","2015-02-08 16:19:00",19.6333333333333,26.73,31,426,0.00377393215183181,0 +"5670","2015-02-08 16:20:00",19.675,26.7675,31,418.75,0.0037891115736851,0 +"5671","2015-02-08 16:21:00",19.65,26.745,31,417.75,0.00377999784314178,0 +"5672","2015-02-08 16:21:59",19.7,26.79,31,418,0.0037982435641628,0 +"5673","2015-02-08 16:23:00",19.6,26.7,31,417,0.00376182503753838,0 +"5674","2015-02-08 16:24:00",19.6666666666667,26.8566666666667,31,415.666666666667,0.00379983182894117,0 +"5675","2015-02-08 16:25:00",19.6333333333333,26.8233333333333,31,413,0.00378718985190981,0 +"5676","2015-02-08 16:25:59",19.625,26.79,22,416.75,0.0037804853881162,0 +"5677","2015-02-08 16:27:00",19.65,26.745,17.5,423,0.00377999784314178,0 +"5678","2015-02-08 16:27:59",19.6,26.73,13,425.333333333333,0.00376607739943296,0 +"5679","2015-02-08 16:28:59",19.6,26.79,13,425.25,0.00377458229660593,0 +"5680","2015-02-08 16:30:00",19.6,26.76,13,429,0.00377032981912175,0 +"5681","2015-02-08 16:31:00",19.6,26.7,26.5,428,0.00376182503753838,0 +"5682","2015-02-08 16:32:00",19.6,26.7675,33.25,422,0.00377139293307443,0 +"5683","2015-02-08 16:33:00",19.6,26.84,26.5,416.5,0.00378166988751695,0 +"5684","2015-02-08 16:34:00",19.6,26.79,31,423.666666666667,0.00377458229660593,0 +"5685","2015-02-08 16:34:59",19.58,26.79,23.8,421.75,0.00376986568041323,0 +"5686","2015-02-08 16:36:00",19.5,26.8233333333333,31,417,0.00375574658440957,0 +"5687","2015-02-08 16:37:00",19.55,26.865,26.5,423.5,0.00377339856821446,0 +"5688","2015-02-08 16:38:00",19.5333333333333,26.89,31,430,0.00377299647867788,0 +"5689","2015-02-08 16:38:59",19.5,26.89,22.5,423,0.00376513761499172,0 +"5690","2015-02-08 16:40:00",19.525,26.89,18.5,424.5,0.00377103040709353,0 +"5691","2015-02-08 16:40:59",19.5,26.89,29.3333333333333,426,0.00376513761499172,0 +"5692","2015-02-08 16:41:59",19.5,26.89,24,421.75,0.00376513761499172,0 +"5693","2015-02-08 16:43:00",19.5,26.89,24,425.5,0.00376513761499172,0 +"5694","2015-02-08 16:44:00",19.5,26.89,24,424.5,0.00376513761499172,0 +"5695","2015-02-08 16:45:00",19.525,26.945,24,422,0.00377879041879854,0 +"5696","2015-02-08 16:46:00",19.5,26.9175,24,425.75,0.00376901149722455,0 +"5697","2015-02-08 16:46:59",19.5,26.945,24,422,0.00377288542742124,0 +"5698","2015-02-08 16:47:59",19.5,27,24,423.333333333333,0.00378063343170978,0 +"5699","2015-02-08 16:49:00",19.5,27,24,426.75,0.00378063343170978,0 +"5700","2015-02-08 16:50:00",19.5,27,24,421.75,0.00378063343170978,0 +"5701","2015-02-08 16:51:00",19.5,27.05,24,414.5,0.00378767723846731,0 +"5702","2015-02-08 16:52:00",19.5,27,24,416,0.00378063343170978,0 +"5703","2015-02-08 16:53:00",19.4725,27,24,423.25,0.00377413394638856,0 +"5704","2015-02-08 16:53:59",19.5,27.1,10.5,424.5,0.00379472120379726,0 +"5705","2015-02-08 16:54:59",19.5,27.1,6,424.5,0.00379472120379726,0 +"5706","2015-02-08 16:56:00",19.4725,27.075,6,424.75,0.00378468144196448,0 +"5707","2015-02-08 16:57:00",19.4175,27.075,6,423,0.00377167557861276,0 +"5708","2015-02-08 16:58:00",19.39,27.1,6,425,0.00376868514089311,0 +"5709","2015-02-08 16:59:00",19.4175,27.075,6,421,0.00377167557861276,0 +"5710","2015-02-08 16:59:59",19.4175,27.125,6,420.25,0.00377868312932124,0 +"5711","2015-02-08 17:00:59",19.39,27.1,6,423,0.00376868514089311,0 +"5712","2015-02-08 17:02:00",19.39,27.1,6,418.75,0.00376868514089311,0 +"5713","2015-02-08 17:03:00",19.4266666666667,27.1333333333333,6,423,0.0037820206919294,0 +"5714","2015-02-08 17:04:00",19.4175,27.125,6,428,0.00377868312932124,0 +"5715","2015-02-08 17:05:00",19.39,27.1,6,423.75,0.00376868514089311,0 +"5716","2015-02-08 17:06:00",19.4266666666667,27.1333333333333,6,428,0.0037820206919294,0 +"5717","2015-02-08 17:06:59",19.4266666666667,27.1333333333333,6,426.333333333333,0.0037820206919294,0 +"5718","2015-02-08 17:08:00",19.39,27.1,11.5,429.5,0.00376868514089311,0 +"5719","2015-02-08 17:09:00",19.4266666666667,27.1666666666667,20.6666666666667,427,0.00378669519486035,0 +"5720","2015-02-08 17:10:00",19.39,27.125,17,424.25,0.00377218287218364,0 +"5721","2015-02-08 17:10:59",19.39,27.2,17,423,0.00378267630066579,0 +"5722","2015-02-08 17:12:00",19.39,27.1333333333333,20.6666666666667,424,0.00377334879130296,0 +"5723","2015-02-08 17:12:59",19.39,27.15,17,423.5,0.00377568064257549,0 +"5724","2015-02-08 17:13:59",19.39,27.1,17,425.75,0.00376868514089311,0 +"5725","2015-02-08 17:15:00",19.39,27.15,17,426.75,0.00377568064257549,0 +"5726","2015-02-08 17:16:00",19.445,27.2,17,434.5,0.00379572310890555,0 +"5727","2015-02-08 17:17:00",19.39,27.2,20.6666666666667,426,0.00378267630066579,0 +"5728","2015-02-08 17:18:00",19.39,27.125,17,420.5,0.00377218287218364,0 +"5729","2015-02-08 17:19:00",19.39,27.1,10,425.5,0.00376868514089311,0 +"5730","2015-02-08 17:19:59",19.39,27.1666666666667,11.3333333333333,423.666666666667,0.00377801251122667,0 +"5731","2015-02-08 17:21:00",19.39,27.15,8.5,424.5,0.00377568064257549,0 +"5732","2015-02-08 17:22:00",19.39,27.175,7,421,0.00377917845206932,0 +"5733","2015-02-08 17:23:00",19.39,27.2,7,425.5,0.00378267630066579,0 +"5734","2015-02-08 17:23:59",19.39,27.2,7,426.5,0.00378267630066579,0 +"5735","2015-02-08 17:25:00",19.39,27.2,9.33333333333333,420.666666666667,0.00378267630066579,0 +"5736","2015-02-08 17:25:59",19.39,27.2,14,423.75,0.00378267630066579,0 +"5737","2015-02-08 17:26:59",19.39,27.2,14,422.666666666667,0.00378267630066579,0 +"5738","2015-02-08 17:28:00",19.39,27.2,14,420.75,0.00378267630066579,0 +"5739","2015-02-08 17:29:00",19.39,27.15,14,419.5,0.00377568064257549,0 +"5740","2015-02-08 17:30:00",19.39,27.175,14,426,0.00377917845206932,0 +"5741","2015-02-08 17:31:00",19.39,27.15,14,422,0.00377568064257549,0 +"5742","2015-02-08 17:31:59",19.39,27.2,14,419,0.00378267630066579,0 +"5743","2015-02-08 17:32:59",19.39,27.2,14,421.666666666667,0.00378267630066579,0 +"5744","2015-02-08 17:34:00",19.4175,27.2,14,425,0.00378919474966018,0 +"5745","2015-02-08 17:35:00",19.39,27.2,14,422.5,0.00378267630066579,0 +"5746","2015-02-08 17:36:00",19.39,27.2,14,419.5,0.00378267630066579,0 +"5747","2015-02-08 17:37:00",19.39,27.2,14,422,0.00378267630066579,0 +"5748","2015-02-08 17:38:00",19.39,27.2,9.33333333333333,425.333333333333,0.00378267630066579,0 +"5749","2015-02-08 17:38:59",19.4266666666667,27.23,4.66666666666667,427.666666666667,0.00379557694282936,0 +"5750","2015-02-08 17:39:59",19.39,27.2,0,427,0.00378267630066579,0 +"5751","2015-02-08 17:41:00",19.39,27.2,0,426,0.00378267630066579,0 +"5752","2015-02-08 17:42:00",19.39,27.2,0,423,0.00378267630066579,0 +"5753","2015-02-08 17:43:00",19.445,27.2,0,427,0.00379572310890555,0 +"5754","2015-02-08 17:44:00",19.39,27.2,0,422,0.00378267630066579,0 +"5755","2015-02-08 17:44:59",19.39,27.2,0,423,0.00378267630066579,0 +"5756","2015-02-08 17:45:59",19.39,27.2,0,421,0.00378267630066579,0 +"5757","2015-02-08 17:47:00",19.39,27.2,0,422.333333333333,0.00378267630066579,0 +"5758","2015-02-08 17:48:00",19.39,27.2,0,424,0.00378267630066579,0 +"5759","2015-02-08 17:49:00",19.39,27.2,0,426,0.00378267630066579,0 +"5760","2015-02-08 17:50:00",19.39,27.2,0,428,0.00378267630066579,0 +"5761","2015-02-08 17:51:00",19.39,27.2,0,427.5,0.00378267630066579,0 +"5762","2015-02-08 17:51:59",19.4633333333333,27.26,0,428,0.00380851471818723,0 +"5763","2015-02-08 17:53:00",19.39,27.2,0,425,0.00378267630066579,0 +"5764","2015-02-08 17:54:00",19.39,27.2,0,426.5,0.00378267630066579,0 +"5765","2015-02-08 17:55:00",19.39,27.2,0,426,0.00378267630066579,0 +"5766","2015-02-08 17:55:59",19.39,27.2,0,422,0.00378267630066579,0 +"5767","2015-02-08 17:57:00",19.39,27.2,0,426,0.00378267630066579,0 +"5768","2015-02-08 17:57:59",19.39,27.2,0,423.5,0.00378267630066579,0 +"5769","2015-02-08 17:58:59",19.39,27.2,0,424,0.00378267630066579,0 +"5770","2015-02-08 18:00:00",19.39,27.2,0,429,0.00378267630066579,0 +"5771","2015-02-08 18:01:00",19.34,27.29,0,422.5,0.0037834028932961,0 +"5772","2015-02-08 18:02:00",19.34,27.29,0,424.5,0.0037834028932961,0 +"5773","2015-02-08 18:03:00",19.29,27.29,0,428,0.00377156965824258,0 +"5774","2015-02-08 18:04:00",19.29,27.29,0,426.5,0.00377156965824258,0 +"5775","2015-02-08 18:04:59",19.34,27.34,0,424.5,0.00379037698343334,0 +"5776","2015-02-08 18:06:00",19.29,27.29,0,425,0.00377156965824258,0 +"5777","2015-02-08 18:07:00",19.29,27.3566666666667,0,423.333333333333,0.00378083922027632,0 +"5778","2015-02-08 18:08:00",19.29,27.29,0,426,0.00377156965824258,0 +"5779","2015-02-08 18:08:59",19.34,27.39,0,424.5,0.00379735122901886,0 +"5780","2015-02-08 18:10:00",19.34,27.39,0,424.5,0.00379735122901886,0 +"5781","2015-02-08 18:10:59",19.3233333333333,27.39,0,420.333333333333,0.00379338853862594,0 +"5782","2015-02-08 18:11:59",19.29,27.39,0,425,0.00378547410427655,0 +"5783","2015-02-08 18:13:00",19.29,27.445,0,427.5,0.00379312181298036,0 +"5784","2015-02-08 18:14:00",19.29,27.5,0,426,0.00380076970861137,0 +"5785","2015-02-08 18:15:00",19.29,27.445,0,425,0.00379312181298036,0 +"5786","2015-02-08 18:16:00",19.29,27.5,0,427,0.00380076970861137,0 +"5787","2015-02-08 18:16:59",19.29,27.5,0,424,0.00380076970861137,0 +"5788","2015-02-08 18:17:59",19.29,27.5,0,424,0.00380076970861137,0 +"5789","2015-02-08 18:19:00",19.29,27.5,0,425,0.00380076970861137,0 +"5790","2015-02-08 18:20:00",19.29,27.5,0,425,0.00380076970861137,0 +"5791","2015-02-08 18:21:00",19.29,27.5,0,426,0.00380076970861137,0 +"5792","2015-02-08 18:22:00",19.29,27.5,0,432,0.00380076970861137,0 +"5793","2015-02-08 18:23:00",19.29,27.5,0,428.5,0.00380076970861137,0 +"5794","2015-02-08 18:23:59",19.29,27.5,0,426,0.00380076970861137,0 +"5795","2015-02-08 18:24:59",19.34,27.4725,0,428,0.00380885907409757,0 +"5796","2015-02-08 18:26:00",19.29,27.5,0,426.666666666667,0.00380076970861137,0 +"5797","2015-02-08 18:27:00",19.34,27.5,0,427.5,0.00381269511651053,0 +"5798","2015-02-08 18:28:00",19.29,27.39,0,428,0.00378547410427655,0 +"5799","2015-02-08 18:29:00",19.34,27.39,0,427,0.00379735122901886,0 +"5800","2015-02-08 18:29:59",19.39,27.39,0,425,0.00380926122794171,0 +"5801","2015-02-08 18:30:59",19.34,27.445,0,425,0.00380502307871189,0 +"5802","2015-02-08 18:32:00",19.34,27.39,0,430,0.00379735122901886,0 +"5803","2015-02-08 18:33:00",19.39,27.39,0,437,0.00380926122794171,0 +"5804","2015-02-08 18:34:00",19.39,27.39,0,430.5,0.00380926122794171,0 +"5805","2015-02-08 18:35:00",19.39,27.39,0,430.666666666667,0.00380926122794171,0 +"5806","2015-02-08 18:36:00",19.39,27.39,0,422.5,0.00380926122794171,0 +"5807","2015-02-08 18:36:59",19.39,27.39,0,422,0.00380926122794171,0 +"5808","2015-02-08 18:38:00",19.39,27.39,0,424,0.00380926122794171,0 +"5809","2015-02-08 18:39:00",19.39,27.39,0,427.666666666667,0.00380926122794171,0 +"5810","2015-02-08 18:40:00",19.3233333333333,27.39,0,430,0.00379338853862594,0 +"5811","2015-02-08 18:40:59",19.39,27.39,0,432,0.00380926122794171,0 +"5812","2015-02-08 18:42:00",19.39,27.5,0,429,0.00382465353406781,0 +"5813","2015-02-08 18:42:59",19.29,27.5,0,428,0.00380076970861137,0 +"5814","2015-02-08 18:43:59",19.29,27.5,0,428,0.00380076970861137,0 +"5815","2015-02-08 18:45:00",19.29,27.55,0,426,0.00380772250321852,0 +"5816","2015-02-08 18:46:00",19.29,27.6,0,427.5,0.00381467545232177,0 +"5817","2015-02-08 18:47:00",19.29,27.6,0,429,0.00381467545232177,0 +"5818","2015-02-08 18:48:00",19.29,27.6,0,426.333333333333,0.00381467545232177,0 +"5819","2015-02-08 18:49:00",19.29,27.6,0,428.5,0.00381467545232177,0 +"5820","2015-02-08 18:49:59",19.29,27.6,0,426,0.00381467545232177,0 +"5821","2015-02-08 18:51:00",19.29,27.6,0,429,0.00381467545232177,0 +"5822","2015-02-08 18:52:00",19.29,27.6,0,432,0.00381467545232177,0 +"5823","2015-02-08 18:53:00",19.29,27.6,0,427,0.00381467545232177,0 +"5824","2015-02-08 18:53:59",19.245,27.6,0,429,0.00380393134038813,0 +"5825","2015-02-08 18:55:00",19.26,27.6666666666667,0,426.333333333333,0.00381676305777689,0 +"5826","2015-02-08 18:55:59",19.2,27.6,0,436,0.00379321394453656,0 +"5827","2015-02-08 18:56:59",19.2,27.6,0,429,0.00379321394453656,0 +"5828","2015-02-08 18:58:00",19.2,27.6,0,429.5,0.00379321394453656,0 +"5829","2015-02-08 18:59:00",19.2,27.6,0,434,0.00379321394453656,0 +"5830","2015-02-08 19:00:00",19.2,27.65,0,423.5,0.0038001276921799,0 +"5831","2015-02-08 19:01:00",19.29,27.7,0,432,0.00382858181403718,0 +"5832","2015-02-08 19:01:59",19.245,27.745,0,427,0.00382403862595271,0 +"5833","2015-02-08 19:02:59",19.245,27.745,0,430,0.00382403862595271,0 +"5834","2015-02-08 19:04:00",19.23,27.73,0,432.666666666667,0.00381836602344458,0 +"5835","2015-02-08 19:05:00",19.2,27.7,0,434,0.00380704159259074,0 +"5836","2015-02-08 19:06:00",19.2,27.7,0,436,0.00380704159259074,0 +"5837","2015-02-08 19:07:00",19.2,27.7,0,440.333333333333,0.00380704159259074,0 +"5838","2015-02-08 19:08:00",19.2,27.7,0,439,0.00380704159259074,0 +"5839","2015-02-08 19:08:59",19.23,27.73,0,440.333333333333,0.00381836602344458,0 +"5840","2015-02-08 19:09:59",19.2,27.7,0,443,0.00380704159259074,0 +"5841","2015-02-08 19:11:00",19.2,27.7,0,439.5,0.00380704159259074,0 +"5842","2015-02-08 19:12:00",19.2,27.6,0,437,0.00379321394453656,0 +"5843","2015-02-08 19:13:00",19.245,27.65,0,431.5,0.00381086474118018,0 +"5844","2015-02-08 19:14:00",19.29,27.7,0,430.333333333333,0.00382858181403718,0 +"5845","2015-02-08 19:14:59",19.29,27.7,0,436.5,0.00382858181403718,0 +"5846","2015-02-08 19:15:59",19.29,27.7,0,437.5,0.00382858181403718,0 +"5847","2015-02-08 19:17:00",19.29,27.6333333333333,0,434,0.00381931083755765,0 +"5848","2015-02-08 19:18:00",19.29,27.6,0,432.5,0.00381467545232177,0 +"5849","2015-02-08 19:19:00",19.29,27.6,0,427.666666666667,0.00381467545232177,0 +"5850","2015-02-08 19:20:00",19.29,27.6,0,428.5,0.00381467545232177,0 +"5851","2015-02-08 19:21:00",19.315,27.6,0,434.5,0.00382065596854389,0 +"5852","2015-02-08 19:21:59",19.29,27.6,0,438,0.00381467545232177,0 +"5853","2015-02-08 19:23:00",19.29,27.6,0,438,0.00381467545232177,0 +"5854","2015-02-08 19:24:00",19.34,27.6,0,435,0.00382664475809049,0 +"5855","2015-02-08 19:25:00",19.39,27.6,0,437,0.00383864719670305,0 +"5856","2015-02-08 19:25:59",19.39,27.6,0,437.5,0.00383864719670305,0 +"5857","2015-02-08 19:27:00",19.39,27.5,0,437,0.00382465353406781,0 +"5858","2015-02-08 19:27:59",19.39,27.55,0,431.5,0.00383165028716048,0 +"5859","2015-02-08 19:28:59",19.39,27.6,0,432,0.00383864719670305,0 +"5860","2015-02-08 19:30:00",19.39,27.6,0,434,0.00383864719670305,0 +"5861","2015-02-08 19:31:00",19.39,27.6,0,434,0.00383864719670305,0 +"5862","2015-02-08 19:32:00",19.39,27.6,0,438,0.00383864719670305,0 +"5863","2015-02-08 19:33:00",19.29,27.6,0,437,0.00381467545232177,0 +"5864","2015-02-08 19:34:00",19.29,27.6,0,435.5,0.00381467545232177,0 +"5865","2015-02-08 19:34:59",19.29,27.65,0,435,0.00382162855592627,0 +"5866","2015-02-08 19:36:00",19.29,27.6,0,435,0.00381467545232177,0 +"5867","2015-02-08 19:37:00",19.39,27.65,0,435,0.00384564426270076,0 +"5868","2015-02-08 19:38:00",19.29,27.7,0,435,0.00382858181403718,0 +"5869","2015-02-08 19:38:59",19.29,27.7,0,432,0.00382858181403718,0 +"5870","2015-02-08 19:40:00",19.29,27.7,0,432,0.00382858181403718,0 +"5871","2015-02-08 19:40:59",19.29,27.7,0,435,0.00382858181403718,0 +"5872","2015-02-08 19:41:59",19.29,27.7,0,433,0.00382858181403718,0 +"5873","2015-02-08 19:43:00",19.29,27.7,0,435,0.00382858181403718,0 +"5874","2015-02-08 19:44:00",19.29,27.745,0,438,0.00383483987844422,0 +"5875","2015-02-08 19:45:00",19.29,27.7,0,437,0.00382858181403718,0 +"5876","2015-02-08 19:46:00",19.29,27.7,0,439,0.00382858181403718,0 +"5877","2015-02-08 19:46:59",19.29,27.7,0,436,0.00382858181403718,0 +"5878","2015-02-08 19:47:59",19.39,27.7,0,434,0.00385264148515886,0 +"5879","2015-02-08 19:49:00",19.34,27.7,0,440.5,0.00384059502157166,0 +"5880","2015-02-08 19:50:00",19.315,27.675,0,437.75,0.00383110213333343,0 +"5881","2015-02-08 19:51:00",19.34,27.65,0,436,0.00383361981209082,0 +"5882","2015-02-08 19:52:00",19.39,27.6,0,437,0.00383864719670305,0 +"5883","2015-02-08 19:53:00",19.39,27.6,0,432,0.00383864719670305,0 +"5884","2015-02-08 19:53:59",19.39,27.6,0,437.666666666667,0.00383864719670305,0 +"5885","2015-02-08 19:54:59",19.39,27.6,0,443,0.00383864719670305,0 +"5886","2015-02-08 19:56:00",19.39,27.6,0,440.25,0.00383864719670305,0 +"5887","2015-02-08 19:57:00",19.39,27.6,0,437.5,0.00383864719670305,0 +"5888","2015-02-08 19:58:00",19.39,27.6,0,434.666666666667,0.00383864719670305,0 +"5889","2015-02-08 19:59:00",19.39,27.6,0,441,0.00383864719670305,0 +"5890","2015-02-08 19:59:59",19.39,27.6,0,440.5,0.00383864719670305,0 +"5891","2015-02-08 20:00:59",19.39,27.6,0,441.5,0.00383864719670305,0 +"5892","2015-02-08 20:02:00",19.39,27.6,0,434.333333333333,0.00383864719670305,0 +"5893","2015-02-08 20:03:00",19.39,27.6,0,431,0.00383864719670305,0 +"5894","2015-02-08 20:04:00",19.39,27.6,0,434,0.00383864719670305,0 +"5895","2015-02-08 20:05:00",19.39,27.6,0,435,0.00383864719670305,0 +"5896","2015-02-08 20:06:00",19.39,27.6,0,441,0.00383864719670305,0 +"5897","2015-02-08 20:06:59",19.39,27.6,0,434.5,0.00383864719670305,0 +"5898","2015-02-08 20:08:00",19.39,27.6,0,440.333333333333,0.00383864719670305,0 +"5899","2015-02-08 20:09:00",19.39,27.6,0,434.5,0.00383864719670305,0 +"5900","2015-02-08 20:10:00",19.39,27.6,0,440,0.00383864719670305,0 +"5901","2015-02-08 20:10:59",19.39,27.5,0,444,0.00382465353406781,0 +"5902","2015-02-08 20:12:00",19.39,27.5666666666667,0,441,0.00383398257295775,0 +"5903","2015-02-08 20:12:59",19.4266666666667,27.5666666666667,0,441.666666666667,0.00384279467770833,0 +"5904","2015-02-08 20:13:59",19.39,27.6,0,444,0.00383864719670305,0 +"5905","2015-02-08 20:15:00",19.39,27.55,0,444.5,0.00383165028716048,0 +"5906","2015-02-08 20:16:00",19.39,27.5,0,443,0.00382465353406781,0 +"5907","2015-02-08 20:17:00",19.39,27.5,0,437,0.00382465353406781,0 +"5908","2015-02-08 20:18:00",19.39,27.5,0,436.5,0.00382465353406781,0 +"5909","2015-02-08 20:19:00",19.39,27.5,0,437,0.00382465353406781,0 +"5910","2015-02-08 20:19:59",19.39,27.5,0,437.5,0.00382465353406781,0 +"5911","2015-02-08 20:21:00",19.39,27.5,0,439.333333333333,0.00382465353406781,0 +"5912","2015-02-08 20:22:00",19.39,27.5,0,440.666666666667,0.00382465353406781,0 +"5913","2015-02-08 20:23:00",19.39,27.5,0,442,0.00382465353406781,0 +"5914","2015-02-08 20:23:59",19.39,27.5,0,441,0.00382465353406781,0 +"5915","2015-02-08 20:25:00",19.39,27.5,0,439,0.00382465353406781,0 +"5916","2015-02-08 20:25:59",19.39,27.5,0,436.5,0.00382465353406781,0 +"5917","2015-02-08 20:26:59",19.39,27.5,0,437,0.00382465353406781,0 +"5918","2015-02-08 20:28:00",19.39,27.5,0,445,0.00382465353406781,0 +"5919","2015-02-08 20:29:00",19.39,27.5,0,449,0.00382465353406781,0 +"5920","2015-02-08 20:30:00",19.39,27.5,0,443.5,0.00382465353406781,0 +"5921","2015-02-08 20:31:00",19.39,27.5,0,442,0.00382465353406781,0 +"5922","2015-02-08 20:31:59",19.39,27.5,0,445,0.00382465353406781,0 +"5923","2015-02-08 20:32:59",19.39,27.445,0,443.5,0.00381695728635924,0 +"5924","2015-02-08 20:34:00",19.39,27.39,0,444.5,0.00380926122794171,0 +"5925","2015-02-08 20:35:00",19.39,27.39,0,442,0.00380926122794171,0 +"5926","2015-02-08 20:36:00",19.39,27.39,0,442,0.00380926122794171,0 +"5927","2015-02-08 20:37:00",19.39,27.39,0,444,0.00380926122794171,0 +"5928","2015-02-08 20:38:00",19.39,27.39,0,435,0.00380926122794171,0 +"5929","2015-02-08 20:38:59",19.39,27.39,0,434,0.00380926122794171,0 +"5930","2015-02-08 20:39:59",19.39,27.39,0,441.5,0.00380926122794171,0 +"5931","2015-02-08 20:41:00",19.39,27.39,0,443.5,0.00380926122794171,0 +"5932","2015-02-08 20:42:00",19.39,27.39,0,441,0.00380926122794171,0 +"5933","2015-02-08 20:43:00",19.39,27.39,0,444,0.00380926122794171,0 +"5934","2015-02-08 20:44:00",19.39,27.39,0,444.5,0.00380926122794171,0 +"5935","2015-02-08 20:44:59",19.39,27.39,0,445.5,0.00380926122794171,0 +"5936","2015-02-08 20:45:59",19.39,27.445,0,447,0.00381695728635924,0 +"5937","2015-02-08 20:47:00",19.39,27.445,0,445,0.00381695728635924,0 +"5938","2015-02-08 20:48:00",19.39,27.39,0,447,0.00380926122794171,0 +"5939","2015-02-08 20:49:00",19.39,27.39,0,449,0.00380926122794171,0 +"5940","2015-02-08 20:50:00",19.39,27.39,0,449,0.00380926122794171,0 +"5941","2015-02-08 20:51:00",19.39,27.39,0,453,0.00380926122794171,0 +"5942","2015-02-08 20:51:59",19.39,27.39,0,452.5,0.00380926122794171,0 +"5943","2015-02-08 20:53:00",19.39,27.4633333333333,0,446,0.00381952268122941,0 +"5944","2015-02-08 20:54:00",19.39,27.39,0,447,0.00380926122794171,0 +"5945","2015-02-08 20:55:00",19.39,27.39,0,449,0.00380926122794171,0 +"5946","2015-02-08 20:55:59",19.445,27.445,0,441.5,0.00383012305664187,0 +"5947","2015-02-08 20:57:00",19.39,27.39,0,444,0.00380926122794171,0 +"5948","2015-02-08 20:57:59",19.445,27.445,0,446,0.00383012305664187,0 +"5949","2015-02-08 20:58:59",19.39,27.39,0,441.333333333333,0.00380926122794171,0 +"5950","2015-02-08 21:00:00",19.39,27.39,0,442.666666666667,0.00380926122794171,0 +"5951","2015-02-08 21:01:00",19.39,27.39,0,446,0.00380926122794171,0 +"5952","2015-02-08 21:02:00",19.39,27.445,0,446,0.00381695728635924,0 +"5953","2015-02-08 21:03:00",19.39,27.39,0,443,0.00380926122794171,0 +"5954","2015-02-08 21:04:00",19.4266666666667,27.4633333333333,0,444.666666666667,0.00382830134776418,0 +"5955","2015-02-08 21:04:59",19.4266666666667,27.4266666666667,0,437,0.00382315871462424,0 +"5956","2015-02-08 21:06:00",19.39,27.39,0,450,0.00380926122794171,0 +"5957","2015-02-08 21:07:00",19.39,27.39,0,454.5,0.00380926122794171,0 +"5958","2015-02-08 21:08:00",19.4633333333333,27.4633333333333,0,451,0.00383709781535469,0 +"5959","2015-02-08 21:08:59",19.39,27.39,0,450.5,0.00380926122794171,0 +"5960","2015-02-08 21:10:00",19.39,27.39,0,449,0.00380926122794171,0 +"5961","2015-02-08 21:10:59",19.5,27.5,0,443.5,0.00385107863568625,0 +"5962","2015-02-08 21:11:59",19.39,27.39,0,447.5,0.00380926122794171,0 +"5963","2015-02-08 21:13:00",19.5,27.5,0,445,0.00385107863568625,0 +"5964","2015-02-08 21:14:00",19.445,27.445,0,447.5,0.00383012305664187,0 +"5965","2015-02-08 21:15:00",19.4266666666667,27.46,0,449.666666666667,0.00382783383216807,0 +"5966","2015-02-08 21:16:00",19.4633333333333,27.5666666666667,0,450,0.00385162465225822,0 +"5967","2015-02-08 21:16:59",19.5,27.6,0,451,0.00386516957975751,0 +"5968","2015-02-08 21:17:59",19.5,27.6,0,454.5,0.00386516957975751,0 +"5969","2015-02-08 21:19:00",19.39,27.5,0,455,0.00382465353406781,0 +"5970","2015-02-08 21:20:00",19.39,27.39,0,454,0.00380926122794171,0 +"5971","2015-02-08 21:21:00",19.5,27.5,0,452,0.00385107863568625,0 +"5972","2015-02-08 21:22:00",19.5,27.525,0,451,0.00385460131221966,0 +"5973","2015-02-08 21:23:00",19.5,27.55,0,447,0.0038581240284089,0 +"5974","2015-02-08 21:23:59",19.4633333333333,27.5666666666667,0,450,0.00385162465225822,0 +"5975","2015-02-08 21:24:59",19.5,27.6,0,446,0.00386516957975751,0 +"5976","2015-02-08 21:26:00",19.5,27.6,0,447,0.00386516957975751,0 +"5977","2015-02-08 21:27:00",19.445,27.55,0,449,0.00384486704914558,0 +"5978","2015-02-08 21:28:00",19.5,27.6,0,449,0.00386516957975751,0 +"5979","2015-02-08 21:29:00",19.5,27.6,0,447.666666666667,0.00386516957975751,0 +"5980","2015-02-08 21:29:59",19.445,27.55,0,446.5,0.00384486704914558,0 +"5981","2015-02-08 21:30:59",19.445,27.55,0,447,0.00384486704914558,0 +"5982","2015-02-08 21:32:00",19.5,27.6,0,453.5,0.00386516957975751,0 +"5983","2015-02-08 21:33:00",19.5,27.6,0,458,0.00386516957975751,0 +"5984","2015-02-08 21:34:00",19.5,27.6,0,450,0.00386516957975751,0 +"5985","2015-02-08 21:35:00",19.5,27.6,0,446,0.00386516957975751,0 +"5986","2015-02-08 21:36:00",19.5,27.6,0,447,0.00386516957975751,0 +"5987","2015-02-08 21:36:59",19.5,27.6,0,448,0.00386516957975751,0 +"5988","2015-02-08 21:38:00",19.5,27.6,0,450,0.00386516957975751,0 +"5989","2015-02-08 21:39:00",19.5,27.6,0,447,0.00386516957975751,0 +"5990","2015-02-08 21:40:00",19.5,27.6,0,446.5,0.00386516957975751,0 +"5991","2015-02-08 21:40:59",19.5,27.6,0,449.5,0.00386516957975751,0 +"5992","2015-02-08 21:42:00",19.5,27.6,0,447.5,0.00386516957975751,0 +"5993","2015-02-08 21:42:59",19.5,27.6,0,447,0.00386516957975751,0 +"5994","2015-02-08 21:43:59",19.5,27.6,0,447,0.00386516957975751,0 +"5995","2015-02-08 21:45:00",19.5,27.6,0,450,0.00386516957975751,0 +"5996","2015-02-08 21:46:00",19.5,27.6,0,454,0.00386516957975751,0 +"5997","2015-02-08 21:47:00",19.5,27.6,0,447,0.00386516957975751,0 +"5998","2015-02-08 21:48:00",19.5,27.6,0,447.5,0.00386516957975751,0 +"5999","2015-02-08 21:49:00",19.5,27.6,0,448.5,0.00386516957975751,0 +"6000","2015-02-08 21:49:59",19.5,27.6,0,445.5,0.00386516957975751,0 +"6001","2015-02-08 21:51:00",19.5,27.6,0,444,0.00386516957975751,0 +"6002","2015-02-08 21:52:00",19.5,27.6,0,444.5,0.00386516957975751,0 +"6003","2015-02-08 21:53:00",19.5,27.6,0,449.5,0.00386516957975751,0 +"6004","2015-02-08 21:53:59",19.5,27.6,0,456,0.00386516957975751,0 +"6005","2015-02-08 21:55:00",19.5,27.6,0,451.5,0.00386516957975751,0 +"6006","2015-02-08 21:55:59",19.5,27.6,0,447.666666666667,0.00386516957975751,0 +"6007","2015-02-08 21:56:59",19.5,27.6,0,447.5,0.00386516957975751,0 +"6008","2015-02-08 21:58:00",19.5,27.6,0,450,0.00386516957975751,0 +"6009","2015-02-08 21:59:00",19.5,27.6,0,449,0.00386516957975751,0 +"6010","2015-02-08 22:00:00",19.5,27.6,0,442,0.00386516957975751,0 +"6011","2015-02-08 22:01:00",19.5,27.6,0,444,0.00386516957975751,0 +"6012","2015-02-08 22:01:59",19.5,27.6,0,447.5,0.00386516957975751,0 +"6013","2015-02-08 22:02:59",19.6,27.6,0,451,0.00388942103964091,0 +"6014","2015-02-08 22:04:00",19.5,27.6,0,444,0.00386516957975751,0 +"6015","2015-02-08 22:05:00",19.5,27.6,0,445.666666666667,0.00386516957975751,0 +"6016","2015-02-08 22:06:00",19.5,27.7,0,450,0.00387926115835408,0 +"6017","2015-02-08 22:07:00",19.5,27.7,0,446.666666666667,0.00387926115835408,0 +"6018","2015-02-08 22:08:00",19.5,27.6,0,452,0.00386516957975751,0 +"6019","2015-02-08 22:08:59",19.5,27.7,0,455,0.00387926115835408,0 +"6020","2015-02-08 22:09:59",19.5,27.7,0,453,0.00387926115835408,0 +"6021","2015-02-08 22:11:00",19.5,27.7,0,446,0.00387926115835408,0 +"6022","2015-02-08 22:12:00",19.5,27.65,0,449,0.00387221528973745,0 +"6023","2015-02-08 22:13:00",19.5,27.7,0,451,0.00387926115835408,0 +"6024","2015-02-08 22:14:00",19.5,27.6,0,451,0.00386516957975751,0 +"6025","2015-02-08 22:14:59",19.5,27.7,0,445.5,0.00387926115835408,0 +"6026","2015-02-08 22:15:59",19.5,27.65,0,443,0.00387221528973745,0 +"6027","2015-02-08 22:17:00",19.5,27.7,0,450,0.00387926115835408,0 +"6028","2015-02-08 22:18:00",19.5,27.7,0,455.5,0.00387926115835408,0 +"6029","2015-02-08 22:19:00",19.5,27.7,0,456,0.00387926115835408,0 +"6030","2015-02-08 22:20:00",19.5,27.65,0,454,0.00387221528973745,0 +"6031","2015-02-08 22:21:00",19.5,27.7,0,450.5,0.00387926115835408,0 +"6032","2015-02-08 22:21:59",19.5,27.7,0,450.75,0.00387926115835408,0 +"6033","2015-02-08 22:23:00",19.5,27.7,0,452,0.00387926115835408,0 +"6034","2015-02-08 22:24:00",19.5,27.7,0,452,0.00387926115835408,0 +"6035","2015-02-08 22:25:00",19.5,27.7,0,454,0.00387926115835408,0 +"6036","2015-02-08 22:25:59",19.5,27.7,0,453,0.00387926115835408,0 +"6037","2015-02-08 22:27:00",19.5,27.7,0,452,0.00387926115835408,0 +"6038","2015-02-08 22:27:59",19.5,27.7,0,447.333333333333,0.00387926115835408,0 +"6039","2015-02-08 22:28:59",19.5,27.7,0,444,0.00387926115835408,0 +"6040","2015-02-08 22:30:00",19.5,27.7,0,446,0.00387926115835408,0 +"6041","2015-02-08 22:31:00",19.5,27.7,0,447.666666666667,0.00387926115835408,0 +"6042","2015-02-08 22:32:00",19.5,27.7,0,448,0.00387926115835408,0 +"6043","2015-02-08 22:33:00",19.5,27.7,0,447,0.00387926115835408,0 +"6044","2015-02-08 22:34:00",19.5,27.7,0,443,0.00387926115835408,0 +"6045","2015-02-08 22:34:59",19.5,27.7,0,442.5,0.00387926115835408,0 +"6046","2015-02-08 22:36:00",19.5,27.7,0,445.666666666667,0.00387926115835408,0 +"6047","2015-02-08 22:37:00",19.5,27.7,0,453,0.00387926115835408,0 +"6048","2015-02-08 22:38:00",19.5,27.7,0,452,0.00387926115835408,0 +"6049","2015-02-08 22:38:59",19.5,27.745,0,450,0.00388560257574784,0 +"6050","2015-02-08 22:40:00",19.5,27.79,0,451,0.00389194412164556,0 +"6051","2015-02-08 22:40:59",19.5,27.7,0,447,0.00387926115835408,0 +"6052","2015-02-08 22:41:59",19.5,27.745,0,451,0.00388560257574784,0 +"6053","2015-02-08 22:43:00",19.5,27.745,0,450,0.00388560257574784,0 +"6054","2015-02-08 22:44:00",19.5,27.7,0,448,0.00387926115835408,0 +"6055","2015-02-08 22:45:00",19.5,27.7,0,452,0.00387926115835408,0 +"6056","2015-02-08 22:46:00",19.5,27.745,0,454,0.00388560257574784,0 +"6057","2015-02-08 22:46:59",19.5,27.79,0,454.5,0.00389194412164556,0 +"6058","2015-02-08 22:47:59",19.5,27.745,0,451.5,0.00388560257574784,0 +"6059","2015-02-08 22:49:00",19.5,27.79,0,452,0.00389194412164556,0 +"6060","2015-02-08 22:50:00",19.5,27.79,0,454,0.00389194412164556,0 +"6061","2015-02-08 22:51:00",19.5,27.79,0,453.5,0.00389194412164556,0 +"6062","2015-02-08 22:52:00",19.5,27.79,0,454,0.00389194412164556,0 +"6063","2015-02-08 22:53:00",19.5,27.79,0,450,0.00389194412164556,0 +"6064","2015-02-08 22:53:59",19.5,27.79,0,448,0.00389194412164556,0 +"6065","2015-02-08 22:54:59",19.5,27.79,0,444,0.00389194412164556,0 +"6066","2015-02-08 22:56:00",19.5,27.79,0,447.5,0.00389194412164556,0 +"6067","2015-02-08 22:57:00",19.5,27.7,0,451,0.00387926115835408,0 +"6068","2015-02-08 22:58:00",19.5,27.79,0,449,0.00389194412164556,0 +"6069","2015-02-08 22:59:00",19.5,27.79,0,448.333333333333,0.00389194412164556,0 +"6070","2015-02-08 22:59:59",19.5,27.79,0,456.5,0.00389194412164556,0 +"6071","2015-02-08 23:00:59",19.5,27.79,0,452,0.00389194412164556,0 +"6072","2015-02-08 23:02:00",19.5,27.79,0,447,0.00389194412164556,0 +"6073","2015-02-08 23:03:00",19.5,27.79,0,449.5,0.00389194412164556,0 +"6074","2015-02-08 23:04:00",19.5,27.79,0,452,0.00389194412164556,0 +"6075","2015-02-08 23:05:00",19.5,27.79,0,451,0.00389194412164556,0 +"6076","2015-02-08 23:06:00",19.5,27.745,0,450.5,0.00388560257574784,0 +"6077","2015-02-08 23:06:59",19.5,27.7,0,449,0.00387926115835408,0 +"6078","2015-02-08 23:08:00",19.5,27.7,0,449,0.00387926115835408,0 +"6079","2015-02-08 23:09:00",19.5,27.7,0,453,0.00387926115835408,0 +"6080","2015-02-08 23:10:00",19.5,27.7,0,447.5,0.00387926115835408,0 +"6081","2015-02-08 23:10:59",19.5,27.7,0,450.5,0.00387926115835408,0 +"6082","2015-02-08 23:12:00",19.5,27.7,0,453,0.00387926115835408,0 +"6083","2015-02-08 23:12:59",19.5,27.7,0,447,0.00387926115835408,0 +"6084","2015-02-08 23:13:59",19.5,27.7,0,447.666666666667,0.00387926115835408,0 +"6085","2015-02-08 23:15:00",19.5,27.6666666666667,0,452.666666666667,0.0038745638949831,0 +"6086","2015-02-08 23:16:00",19.5,27.6,0,452,0.00386516957975751,0 +"6087","2015-02-08 23:17:00",19.5,27.6,0,454,0.00386516957975751,0 +"6088","2015-02-08 23:18:00",19.5,27.6,0,448,0.00386516957975751,0 +"6089","2015-02-08 23:19:00",19.5,27.6,0,453.5,0.00386516957975751,0 +"6090","2015-02-08 23:19:59",19.5,27.6,0,451,0.00386516957975751,0 +"6091","2015-02-08 23:21:00",19.4633333333333,27.5666666666667,0,447,0.00385162465225822,0 +"6092","2015-02-08 23:22:00",19.5,27.6,0,452.333333333333,0.00386516957975751,0 +"6093","2015-02-08 23:23:00",19.5,27.6,0,455.666666666667,0.00386516957975751,0 +"6094","2015-02-08 23:23:59",19.5,27.55,0,446,0.0038581240284089,0 +"6095","2015-02-08 23:25:00",19.4633333333333,27.4966666666667,0,448.333333333333,0.00384178381809175,0 +"6096","2015-02-08 23:25:59",19.5,27.5,0,452.5,0.00385107863568625,0 +"6097","2015-02-08 23:26:59",19.5,27.5,0,455,0.00385107863568625,0 +"6098","2015-02-08 23:28:00",19.5,27.4266666666667,0,451.333333333333,0.00384074567995193,0 +"6099","2015-02-08 23:29:00",19.5,27.39,0,450.333333333333,0.00383557933003345,0 +"6100","2015-02-08 23:30:00",19.5,27.39,0,451,0.00383557933003345,0 +"6101","2015-02-08 23:31:00",19.5,27.39,0,449.5,0.00383557933003345,0 +"6102","2015-02-08 23:31:59",19.5,27.39,0,448.5,0.00383557933003345,0 +"6103","2015-02-08 23:32:59",19.5,27.34,0,447.5,0.00382853444487792,0 +"6104","2015-02-08 23:34:00",19.5,27.29,0,447,0.00382148971832586,0 +"6105","2015-02-08 23:35:00",19.5,27.29,0,450,0.00382148971832586,0 +"6106","2015-02-08 23:36:00",19.5,27.2,0,459,0.0038088096101958,0 +"6107","2015-02-08 23:37:00",19.5,27.2,0,453,0.0038088096101958,0 +"6108","2015-02-08 23:38:00",19.5,27.2,0,454.333333333333,0.0038088096101958,0 +"6109","2015-02-08 23:38:59",19.5,27.2,0,455.5,0.0038088096101958,0 +"6110","2015-02-08 23:39:59",19.5,27.2,0,457.666666666667,0.0038088096101958,0 +"6111","2015-02-08 23:41:00",19.5,27.2,0,452,0.0038088096101958,0 +"6112","2015-02-08 23:42:00",19.5,27.2,0,452.666666666667,0.0038088096101958,0 +"6113","2015-02-08 23:43:00",19.5,27.2,0,453,0.0038088096101958,0 +"6114","2015-02-08 23:44:00",19.5,27.2,0,460,0.0038088096101958,0 +"6115","2015-02-08 23:44:59",19.5,27.2,0,455,0.0038088096101958,0 +"6116","2015-02-08 23:45:59",19.5,27.2,0,453,0.0038088096101958,0 +"6117","2015-02-08 23:47:00",19.5,27.2,0,454.5,0.0038088096101958,0 +"6118","2015-02-08 23:48:00",19.5,27.2,0,450.5,0.0038088096101958,0 +"6119","2015-02-08 23:49:00",19.5,27.1666666666667,0,452.666666666667,0.00380411340424797,0 +"6120","2015-02-08 23:50:00",19.5,27.1,0,454,0.00379472120379726,0 +"6121","2015-02-08 23:51:00",19.5,27.1,0,448,0.00379472120379726,0 +"6122","2015-02-08 23:51:59",19.5,27.1,0,454,0.00379472120379726,0 +"6123","2015-02-08 23:53:00",19.5,27.1,0,459.5,0.00379472120379726,0 +"6124","2015-02-08 23:54:00",19.5,27.1,0,462,0.00379472120379726,0 +"6125","2015-02-08 23:55:00",19.5,27.1,0,461,0.00379472120379726,0 +"6126","2015-02-08 23:55:59",19.5,27,0,456,0.00378063343170978,0 +"6127","2015-02-08 23:57:00",19.5,27.1,0,456,0.00379472120379726,0 +"6128","2015-02-08 23:57:59",19.5,27.1,0,459,0.00379472120379726,0 +"6129","2015-02-08 23:58:59",19.5,27.1,0,458,0.00379472120379726,0 +"6130","2015-02-09 00:00:00",19.5,27.1,0,459,0.00379472120379726,0 +"6131","2015-02-09 00:01:00",19.5,27.1,0,459,0.00379472120379726,0 +"6132","2015-02-09 00:02:00",19.5,27.1,0,458,0.00379472120379726,0 +"6133","2015-02-09 00:03:00",19.5,27.1,0,457,0.00379472120379726,0 +"6134","2015-02-09 00:04:00",19.5,27,0,458,0.00378063343170978,0 +"6135","2015-02-09 00:04:59",19.5,27,0,456.5,0.00378063343170978,0 +"6136","2015-02-09 00:06:00",19.5,27,0,455,0.00378063343170978,0 +"6137","2015-02-09 00:07:00",19.5,27.1,0,460,0.00379472120379726,0 +"6138","2015-02-09 00:08:00",19.5,27.05,0,456.5,0.00378767723846731,0 +"6139","2015-02-09 00:08:59",19.5,27,0,456.5,0.00378063343170978,0 +"6140","2015-02-09 00:10:00",19.5,27,0,456,0.00378063343170978,0 +"6141","2015-02-09 00:10:59",19.5,27,0,461,0.00378063343170978,0 +"6142","2015-02-09 00:11:59",19.5,27.0333333333333,0,459,0.00378532928526258,0 +"6143","2015-02-09 00:13:00",19.5,27.05,0,456.5,0.00378767723846731,0 +"6144","2015-02-09 00:14:00",19.5,27.0333333333333,0,454.666666666667,0.00378532928526258,0 +"6145","2015-02-09 00:15:00",19.5,27,0,456,0.00378063343170978,0 +"6146","2015-02-09 00:16:00",19.5,27,0,461,0.00378063343170978,0 +"6147","2015-02-09 00:16:59",19.5,27,0,458,0.00378063343170978,0 +"6148","2015-02-09 00:17:59",19.5,27,0,460,0.00378063343170978,0 +"6149","2015-02-09 00:19:00",19.5,27,0,462,0.00378063343170978,0 +"6150","2015-02-09 00:20:00",19.5,27,0,462,0.00378063343170978,0 +"6151","2015-02-09 00:21:00",19.5,27,0,451.5,0.00378063343170978,0 +"6152","2015-02-09 00:22:00",19.5,26.945,0,456.5,0.00377288542742124,0 +"6153","2015-02-09 00:23:00",19.5,26.89,0,459,0.00376513761499172,0 +"6154","2015-02-09 00:23:59",19.5,26.89,0,452,0.00376513761499172,0 +"6155","2015-02-09 00:24:59",19.5,26.89,0,455.333333333333,0.00376513761499172,0 +"6156","2015-02-09 00:26:00",19.5,26.89,0,467.5,0.00376513761499172,0 +"6157","2015-02-09 00:27:00",19.5,26.89,0,464.5,0.00376513761499172,0 +"6158","2015-02-09 00:28:00",19.5,26.89,0,459.333333333333,0.00376513761499172,0 +"6159","2015-02-09 00:29:00",19.5,26.89,0,457,0.00376513761499172,0 +"6160","2015-02-09 00:29:59",19.5,26.89,0,458,0.00376513761499172,0 +"6161","2015-02-09 00:30:59",19.5,26.89,0,457,0.00376513761499172,0 +"6162","2015-02-09 00:32:00",19.4266666666667,26.89,0,460,0.00374789893607631,0 +"6163","2015-02-09 00:33:00",19.39,26.89,0,466,0.00373930574168329,0 +"6164","2015-02-09 00:34:00",19.445,26.89,0,463,0.00375220206382535,0 +"6165","2015-02-09 00:35:00",19.445,26.89,0,459.5,0.00375220206382535,0 +"6166","2015-02-09 00:36:00",19.39,26.79,0,463,0.00372531652116727,0 +"6167","2015-02-09 00:36:59",19.445,26.89,0,462.5,0.00375220206382535,0 +"6168","2015-02-09 00:38:00",19.39,26.84,0,461,0.00373231105323758,0 +"6169","2015-02-09 00:39:00",19.39,26.84,0,463.5,0.00373231105323758,0 +"6170","2015-02-09 00:40:00",19.39,26.79,0,462.5,0.00372531652116727,0 +"6171","2015-02-09 00:40:59",19.39,26.79,0,462.5,0.00372531652116727,0 +"6172","2015-02-09 00:42:00",19.39,26.84,0,459,0.00373231105323758,0 +"6173","2015-02-09 00:42:59",19.39,26.79,0,464,0.00372531652116727,0 +"6174","2015-02-09 00:43:59",19.39,26.84,0,461,0.00373231105323758,0 +"6175","2015-02-09 00:45:00",19.39,26.79,0,464,0.00372531652116727,0 +"6176","2015-02-09 00:46:00",19.39,26.79,0,468.333333333333,0.00372531652116727,0 +"6177","2015-02-09 00:47:00",19.39,26.79,0,467,0.00372531652116727,0 +"6178","2015-02-09 00:48:00",19.39,26.79,0,459,0.00372531652116727,0 +"6179","2015-02-09 00:49:00",19.39,26.79,0,462,0.00372531652116727,0 +"6180","2015-02-09 00:49:59",19.39,26.79,0,458,0.00372531652116727,0 +"6181","2015-02-09 00:51:00",19.39,26.79,0,458,0.00372531652116727,0 +"6182","2015-02-09 00:52:00",19.39,26.8233333333333,0,459.666666666667,0.00372997952517269,0 +"6183","2015-02-09 00:53:00",19.39,26.79,0,462,0.00372531652116727,0 +"6184","2015-02-09 00:53:59",19.39,26.79,0,462,0.00372531652116727,0 +"6185","2015-02-09 00:55:00",19.39,26.8233333333333,0,461.333333333333,0.00372997952517269,0 +"6186","2015-02-09 00:55:59",19.39,26.89,0,461,0.00373930574168329,0 +"6187","2015-02-09 00:56:59",19.39,26.89,0,461,0.00373930574168329,0 +"6188","2015-02-09 00:58:00",19.39,26.89,0,460,0.00373930574168329,0 +"6189","2015-02-09 00:59:00",19.39,26.89,0,459.666666666667,0.00373930574168329,0 +"6190","2015-02-09 01:00:00",19.39,26.89,0,462.5,0.00373930574168329,0 +"6191","2015-02-09 01:01:00",19.39,27,0,462.5,0.00375469460673115,0 +"6192","2015-02-09 01:01:59",19.5,27,0,463,0.00378063343170978,0 +"6193","2015-02-09 01:02:59",19.39,26.89,0,464,0.00373930574168329,0 +"6194","2015-02-09 01:04:00",19.39,27,0,466,0.00375469460673115,0 +"6195","2015-02-09 01:05:00",19.39,27,0,463,0.00375469460673115,0 +"6196","2015-02-09 01:06:00",19.39,27,0,461,0.00375469460673115,0 +"6197","2015-02-09 01:07:00",19.39,27.0666666666667,0,465.333333333333,0.00376402155999556,0 +"6198","2015-02-09 01:08:00",19.39,27.1,0,462,0.00376868514089311,0 +"6199","2015-02-09 01:08:59",19.39,27.1,0,458,0.00376868514089311,0 +"6200","2015-02-09 01:09:59",19.39,27.1,0,457,0.00376868514089311,0 +"6201","2015-02-09 01:11:00",19.39,27.1,0,460.5,0.00376868514089311,0 +"6202","2015-02-09 01:12:00",19.39,27.1,0,457,0.00376868514089311,0 +"6203","2015-02-09 01:13:00",19.39,27.1,0,459,0.00376868514089311,0 +"6204","2015-02-09 01:14:00",19.39,27.1,0,467.5,0.00376868514089311,0 +"6205","2015-02-09 01:14:59",19.39,27.1,0,468.5,0.00376868514089311,0 +"6206","2015-02-09 01:15:59",19.5,27.2,0,464.5,0.0038088096101958,0 +"6207","2015-02-09 01:17:00",19.4633333333333,27.2,0,462.666666666667,0.00380008086052056,0 +"6208","2015-02-09 01:18:00",19.39,27.2,0,458,0.00378267630066579,0 +"6209","2015-02-09 01:19:00",19.445,27.2,0,458.5,0.00379572310890555,0 +"6210","2015-02-09 01:20:00",19.39,27.2,0,458.5,0.00378267630066579,0 +"6211","2015-02-09 01:21:00",19.4633333333333,27.23,0,462.333333333333,0.00380429776093848,0 +"6212","2015-02-09 01:21:59",19.5,27.29,0,464,0.00382148971832586,0 +"6213","2015-02-09 01:23:00",19.39,27.2,0,464,0.00378267630066579,0 +"6214","2015-02-09 01:24:00",19.4633333333333,27.26,0,459,0.00380851471818723,0 +"6215","2015-02-09 01:25:00",19.39,27.2,0,460,0.00378267630066579,0 +"6216","2015-02-09 01:25:59",19.5,27.29,0,465,0.00382148971832586,0 +"6217","2015-02-09 01:27:00",19.39,27.2,0,466.5,0.00378267630066579,0 +"6218","2015-02-09 01:27:59",19.445,27.2,0,467,0.00379572310890555,0 +"6219","2015-02-09 01:28:59",19.5,27.29,0,459,0.00382148971832586,0 +"6220","2015-02-09 01:30:00",19.4633333333333,27.26,0,456.666666666667,0.00380851471818723,0 +"6221","2015-02-09 01:31:00",19.445,27.245,0,459.5,0.00380204118313949,0 +"6222","2015-02-09 01:32:00",19.445,27.245,0,464,0.00380204118313949,0 +"6223","2015-02-09 01:33:00",19.445,27.2,0,465,0.00379572310890555,0 +"6224","2015-02-09 01:34:00",19.5,27.29,0,464,0.00382148971832586,0 +"6225","2015-02-09 01:34:59",19.445,27.245,0,463,0.00380204118313949,0 +"6226","2015-02-09 01:36:00",19.39,27.2,0,462,0.00378267630066579,0 +"6227","2015-02-09 01:37:00",19.39,27.2,0,461,0.00378267630066579,0 +"6228","2015-02-09 01:38:00",19.39,27.2,0,460,0.00378267630066579,0 +"6229","2015-02-09 01:38:59",19.39,27.2,0,459,0.00378267630066579,0 +"6230","2015-02-09 01:40:00",19.39,27.2,0,464.5,0.00378267630066579,0 +"6231","2015-02-09 01:40:59",19.39,27.2,0,465.5,0.00378267630066579,0 +"6232","2015-02-09 01:41:59",19.39,27.2,0,463,0.00378267630066579,0 +"6233","2015-02-09 01:43:00",19.39,27.2,0,462.333333333333,0.00378267630066579,0 +"6234","2015-02-09 01:44:00",19.39,27.2,0,463,0.00378267630066579,0 +"6235","2015-02-09 01:45:00",19.39,27.2,0,466,0.00378267630066579,0 +"6236","2015-02-09 01:46:00",19.39,27.2,0,466,0.00378267630066579,0 +"6237","2015-02-09 01:46:59",19.34,27.2,0,462.5,0.00377084992276213,0 +"6238","2015-02-09 01:47:59",19.34,27.2,0,457,0.00377084992276213,0 +"6239","2015-02-09 01:49:00",19.39,27.2,0,458.666666666667,0.00378267630066579,0 +"6240","2015-02-09 01:50:00",19.29,27.2,0,464,0.00375905618509829,0 +"6241","2015-02-09 01:51:00",19.34,27.2,0,467,0.00377084992276213,0 +"6242","2015-02-09 01:52:00",19.3566666666667,27.2,0,464.333333333333,0.0037747884181893,0 +"6243","2015-02-09 01:53:00",19.39,27.2,0,457,0.00378267630066579,0 +"6244","2015-02-09 01:53:59",19.39,27.2,0,456,0.00378267630066579,0 +"6245","2015-02-09 01:54:59",19.39,27.2,0,464,0.00378267630066579,0 +"6246","2015-02-09 01:56:00",19.39,27.1666666666667,0,468,0.00377801251122667,0 +"6247","2015-02-09 01:57:00",19.39,27.1,0,468.5,0.00376868514089311,0 +"6248","2015-02-09 01:58:00",19.39,27.1,0,466,0.00376868514089311,0 +"6249","2015-02-09 01:59:00",19.39,27.1,0,465,0.00376868514089311,0 +"6250","2015-02-09 01:59:59",19.39,27.1,0,470,0.00376868514089311,0 +"6251","2015-02-09 02:00:59",19.39,27.1,0,466.5,0.00376868514089311,0 +"6252","2015-02-09 02:02:00",19.39,27.1,0,467.5,0.00376868514089311,0 +"6253","2015-02-09 02:03:00",19.39,27.1,0,465,0.00376868514089311,0 +"6254","2015-02-09 02:04:00",19.39,27.1,0,464.5,0.00376868514089311,0 +"6255","2015-02-09 02:05:00",19.39,27.05,0,466,0.00376168979561341,0 +"6256","2015-02-09 02:06:00",19.39,27.0333333333333,0,464.666666666667,0.00375935804860876,0 +"6257","2015-02-09 02:06:59",19.39,27.05,0,464.5,0.00376168979561341,0 +"6258","2015-02-09 02:08:00",19.39,27,0,467.5,0.00375469460673115,0 +"6259","2015-02-09 02:09:00",19.445,26.995,0,470,0.00376694238501795,0 +"6260","2015-02-09 02:10:00",19.39,26.89,0,472,0.00373930574168329,0 +"6261","2015-02-09 02:10:59",19.39,26.89,0,472,0.00373930574168329,0 +"6262","2015-02-09 02:12:00",19.39,26.89,0,471,0.00373930574168329,0 +"6263","2015-02-09 02:12:59",19.39,26.89,0,463.5,0.00373930574168329,0 +"6264","2015-02-09 02:13:59",19.39,26.89,0,467,0.00373930574168329,0 +"6265","2015-02-09 02:15:00",19.39,26.89,0,466,0.00373930574168329,0 +"6266","2015-02-09 02:16:00",19.39,26.89,0,470.5,0.00373930574168329,0 +"6267","2015-02-09 02:17:00",19.39,26.89,0,469,0.00373930574168329,0 +"6268","2015-02-09 02:18:00",19.39,26.89,0,467,0.00373930574168329,0 +"6269","2015-02-09 02:19:00",19.39,26.89,0,471,0.00373930574168329,0 +"6270","2015-02-09 02:19:59",19.39,26.89,0,473,0.00373930574168329,0 +"6271","2015-02-09 02:21:00",19.39,26.84,0,473,0.00373231105323758,0 +"6272","2015-02-09 02:22:00",19.39,26.89,0,474,0.00373930574168329,0 +"6273","2015-02-09 02:23:00",19.39,26.8233333333333,0,466,0.00372997952517269,0 +"6274","2015-02-09 02:23:59",19.39,26.815,0,467,0.00372881376765582,0 +"6275","2015-02-09 02:25:00",19.39,26.79,0,469,0.00372531652116727,0 +"6276","2015-02-09 02:25:59",19.39,26.79,0,471,0.00372531652116727,0 +"6277","2015-02-09 02:26:59",19.39,26.79,0,471,0.00372531652116727,0 +"6278","2015-02-09 02:28:00",19.39,26.745,0,472.5,0.00371902157600063,0 +"6279","2015-02-09 02:29:00",19.39,26.745,0,472,0.00371902157600063,0 +"6280","2015-02-09 02:30:00",19.39,26.7,0,472,0.00371272675749,0 +"6281","2015-02-09 02:31:00",19.39,26.7,0,472,0.00371272675749,0 +"6282","2015-02-09 02:31:59",19.39,26.7,0,471,0.00371272675749,0 +"6283","2015-02-09 02:32:59",19.39,26.7,0,468,0.00371272675749,0 +"6284","2015-02-09 02:34:00",19.39,26.7,0,470,0.00371272675749,0 +"6285","2015-02-09 02:35:00",19.39,26.7,0,469,0.00371272675749,0 +"6286","2015-02-09 02:36:00",19.39,26.7,0,470.333333333333,0.00371272675749,0 +"6287","2015-02-09 02:37:00",19.39,26.7,0,471,0.00371272675749,0 +"6288","2015-02-09 02:38:00",19.39,26.7,0,471.5,0.00371272675749,0 +"6289","2015-02-09 02:38:59",19.39,26.7,0,470,0.00371272675749,0 +"6290","2015-02-09 02:39:59",19.39,26.7,0,468,0.00371272675749,0 +"6291","2015-02-09 02:41:00",19.39,26.7,0,469,0.00371272675749,0 +"6292","2015-02-09 02:42:00",19.39,26.65,0,472,0.00370573266324294,0 +"6293","2015-02-09 02:43:00",19.39,26.7,0,474,0.00371272675749,0 +"6294","2015-02-09 02:44:00",19.39,26.7,0,468,0.00371272675749,0 +"6295","2015-02-09 02:44:59",19.39,26.65,0,470.5,0.00370573266324294,0 +"6296","2015-02-09 02:45:59",19.39,26.7,0,470.5,0.00371272675749,0 +"6297","2015-02-09 02:47:00",19.39,26.65,0,468,0.00370573266324294,0 +"6298","2015-02-09 02:48:00",19.445,26.65,0,468.5,0.00371851250863133,0 +"6299","2015-02-09 02:49:00",19.39,26.65,0,469,0.00370573266324294,0 +"6300","2015-02-09 02:50:00",19.39,26.6666666666667,0,471.333333333333,0.00370806401061887,0 +"6301","2015-02-09 02:51:00",19.39,26.6,0,470.5,0.00369873872535136,0 +"6302","2015-02-09 02:51:59",19.39,26.6,0,472,0.00369873872535136,0 +"6303","2015-02-09 02:53:00",19.4633333333333,26.6666666666667,0,467.666666666667,0.00372512322655296,0 +"6304","2015-02-09 02:54:00",19.445,26.65,0,464,0.00371851250863133,0 +"6305","2015-02-09 02:55:00",19.39,26.6,0,467.5,0.00369873872535136,0 +"6306","2015-02-09 02:55:59",19.5,26.7,0,472,0.0037383739208854,0 +"6307","2015-02-09 02:57:00",19.5,26.7,0,473,0.0037383739208854,0 +"6308","2015-02-09 02:57:59",19.4266666666667,26.6333333333333,0,475.666666666667,0.00371191152725347,0 +"6309","2015-02-09 02:58:59",19.39,26.6666666666667,0,470.666666666667,0.00370806401061887,0 +"6310","2015-02-09 03:00:00",19.445,26.7,0,468.5,0.00372553086680987,0 +"6311","2015-02-09 03:01:00",19.39,26.7,0,470,0.00371272675749,0 +"6312","2015-02-09 03:02:00",19.39,26.7,0,469,0.00371272675749,0 +"6313","2015-02-09 03:03:00",19.39,26.7,0,468,0.00371272675749,0 +"6314","2015-02-09 03:04:00",19.39,26.7,0,465.333333333333,0.00371272675749,0 +"6315","2015-02-09 03:04:59",19.39,26.7,0,464,0.00371272675749,0 +"6316","2015-02-09 03:06:00",19.39,26.7,0,469.666666666667,0.00371272675749,0 +"6317","2015-02-09 03:07:00",19.39,26.7,0,471,0.00371272675749,0 +"6318","2015-02-09 03:08:00",19.39,26.7,0,473.333333333333,0.00371272675749,0 +"6319","2015-02-09 03:08:59",19.39,26.7,0,472,0.00371272675749,0 +"6320","2015-02-09 03:10:00",19.39,26.7,0,472,0.00371272675749,0 +"6321","2015-02-09 03:10:59",19.39,26.73,0,469.333333333333,0.00371692328909105,0 +"6322","2015-02-09 03:11:59",19.39,26.7,0,467,0.00371272675749,0 +"6323","2015-02-09 03:13:00",19.3566666666667,26.73,0,472.333333333333,0.00370917333176834,0 +"6324","2015-02-09 03:14:00",19.3566666666667,26.79,0,464.666666666667,0.00371754895959292,0 +"6325","2015-02-09 03:15:00",19.29,26.79,0,464.5,0.00370205669540882,0 +"6326","2015-02-09 03:16:00",19.29,26.79,0,464,0.00370205669540882,0 +"6327","2015-02-09 03:16:59",19.34,26.84,0,472,0.00372064307637585,0 +"6328","2015-02-09 03:17:59",19.29,26.79,0,471,0.00370205669540882,0 +"6329","2015-02-09 03:19:00",19.29,26.79,0,466,0.00370205669540882,0 +"6330","2015-02-09 03:20:00",19.29,26.79,0,467.666666666667,0.00370205669540882,0 +"6331","2015-02-09 03:21:00",19.29,26.79,0,470,0.00370205669540882,0 +"6332","2015-02-09 03:22:00",19.29,26.79,0,469,0.00370205669540882,0 +"6333","2015-02-09 03:23:00",19.29,26.8566666666667,0,467.666666666667,0.00371132419814892,0 +"6334","2015-02-09 03:23:59",19.29,26.84,0,472,0.00370900729672692,0 +"6335","2015-02-09 03:24:59",19.29,26.79,0,473,0.00370205669540882,0 +"6336","2015-02-09 03:26:00",19.34,26.79,0,472,0.00371367054043556,0 +"6337","2015-02-09 03:27:00",19.34,26.79,0,472,0.00371367054043556,0 +"6338","2015-02-09 03:28:00",19.34,26.79,0,471,0.00371367054043556,0 +"6339","2015-02-09 03:29:00",19.39,26.79,0,467,0.00372531652116727,0 +"6340","2015-02-09 03:29:59",19.34,26.79,0,471,0.00371367054043556,0 +"6341","2015-02-09 03:30:59",19.29,26.79,0,474,0.00370205669540882,0 +"6342","2015-02-09 03:32:00",19.39,26.7,0,478,0.00371272675749,0 +"6343","2015-02-09 03:33:00",19.39,26.7,0,472,0.00371272675749,0 +"6344","2015-02-09 03:34:00",19.39,26.7,0,475,0.00371272675749,0 +"6345","2015-02-09 03:35:00",19.39,26.7,0,476,0.00371272675749,0 +"6346","2015-02-09 03:36:00",19.39,26.7,0,472,0.00371272675749,0 +"6347","2015-02-09 03:36:59",19.39,26.7,0,479,0.00371272675749,0 +"6348","2015-02-09 03:38:00",19.39,26.7,0,479,0.00371272675749,0 +"6349","2015-02-09 03:39:00",19.39,26.6666666666667,0,471,0.00370806401061887,0 +"6350","2015-02-09 03:40:00",19.39,26.7,0,466,0.00371272675749,0 +"6351","2015-02-09 03:40:59",19.39,26.65,0,466.5,0.00370573266324294,0 +"6352","2015-02-09 03:42:00",19.39,26.7,0,469,0.00371272675749,0 +"6353","2015-02-09 03:42:59",19.34,26.7,0,471,0.00370112036732517,0 +"6354","2015-02-09 03:43:59",19.34,26.7,0,469,0.00370112036732517,0 +"6355","2015-02-09 03:45:00",19.34,26.7,0,468.5,0.00370112036732517,0 +"6356","2015-02-09 03:46:00",19.39,26.7,0,468,0.00371272675749,0 +"6357","2015-02-09 03:47:00",19.29,26.7,0,470.5,0.00368954600216578,0 +"6358","2015-02-09 03:48:00",19.39,26.7,0,472,0.00371272675749,0 +"6359","2015-02-09 03:49:00",19.39,26.7,0,474,0.00371272675749,0 +"6360","2015-02-09 03:49:59",19.39,26.6,0,466,0.00369873872535136,0 +"6361","2015-02-09 03:51:00",19.39,26.65,0,466,0.00370573266324294,0 +"6362","2015-02-09 03:52:00",19.39,26.7,0,466,0.00371272675749,0 +"6363","2015-02-09 03:53:00",19.3566666666667,26.6,0,468,0.00369102690734661,0 +"6364","2015-02-09 03:53:59",19.39,26.6,0,471.333333333333,0.00369873872535136,0 +"6365","2015-02-09 03:55:00",19.39,26.6666666666667,0,471.666666666667,0.00370806401061887,0 +"6366","2015-02-09 03:55:59",19.34,26.65,0,469.5,0.00369414826646692,0 +"6367","2015-02-09 03:56:59",19.39,26.7,0,473,0.00371272675749,0 +"6368","2015-02-09 03:58:00",19.39,26.7,0,472,0.00371272675749,0 +"6369","2015-02-09 03:59:00",19.29,26.7,0,468,0.00368954600216578,0 +"6370","2015-02-09 04:00:00",19.34,26.7,0,465,0.00370112036732517,0 +"6371","2015-02-09 04:01:00",19.39,26.7,0,467,0.00371272675749,0 +"6372","2015-02-09 04:01:59",19.34,26.7,0,471.5,0.00370112036732517,0 +"6373","2015-02-09 04:02:59",19.39,26.7,0,467,0.00371272675749,0 +"6374","2015-02-09 04:04:00",19.3566666666667,26.7,0,472,0.00370498560194032,0 +"6375","2015-02-09 04:05:00",19.39,26.7,0,468,0.00371272675749,0 +"6376","2015-02-09 04:06:00",19.39,26.7,0,468,0.00371272675749,0 +"6377","2015-02-09 04:07:00",19.39,26.7,0,466,0.00371272675749,0 +"6378","2015-02-09 04:08:00",19.39,26.7,0,469.666666666667,0.00371272675749,0 +"6379","2015-02-09 04:08:59",19.39,26.7,0,467,0.00371272675749,0 +"6380","2015-02-09 04:09:59",19.39,26.7,0,464,0.00371272675749,0 +"6381","2015-02-09 04:11:00",19.39,26.7,0,469.5,0.00371272675749,0 +"6382","2015-02-09 04:12:00",19.39,26.7,0,473,0.00371272675749,0 +"6383","2015-02-09 04:13:00",19.39,26.7,0,468,0.00371272675749,0 +"6384","2015-02-09 04:14:00",19.29,26.7,0,466.5,0.00368954600216578,0 +"6385","2015-02-09 04:14:59",19.39,26.7,0,462.5,0.00371272675749,0 +"6386","2015-02-09 04:15:59",19.39,26.7,0,473,0.00371272675749,0 +"6387","2015-02-09 04:17:00",19.29,26.7,0,472.5,0.00368954600216578,0 +"6388","2015-02-09 04:18:00",19.29,26.7,0,471,0.00368954600216578,0 +"6389","2015-02-09 04:19:00",19.29,26.7,0,473.5,0.00368954600216578,0 +"6390","2015-02-09 04:20:00",19.29,26.7,0,470,0.00368954600216578,0 +"6391","2015-02-09 04:21:00",19.29,26.7,0,471,0.00368954600216578,0 +"6392","2015-02-09 04:21:59",19.29,26.79,0,470,0.00370205669540882,0 +"6393","2015-02-09 04:23:00",19.29,26.79,0,470,0.00370205669540882,0 +"6394","2015-02-09 04:24:00",19.29,26.79,0,470.5,0.00370205669540882,0 +"6395","2015-02-09 04:25:00",19.29,26.79,0,469,0.00370205669540882,0 +"6396","2015-02-09 04:25:59",19.29,26.79,0,470.5,0.00370205669540882,0 +"6397","2015-02-09 04:27:00",19.29,26.79,0,467,0.00370205669540882,0 +"6398","2015-02-09 04:27:59",19.29,26.79,0,469,0.00370205669540882,0 +"6399","2015-02-09 04:28:59",19.29,26.79,0,470.5,0.00370205669540882,0 +"6400","2015-02-09 04:30:00",19.29,26.79,0,466,0.00370205669540882,0 +"6401","2015-02-09 04:31:00",19.29,26.79,0,466,0.00370205669540882,0 +"6402","2015-02-09 04:32:00",19.29,26.79,0,466,0.00370205669540882,0 +"6403","2015-02-09 04:33:00",19.29,26.79,0,469.5,0.00370205669540882,0 +"6404","2015-02-09 04:34:00",19.29,26.89,0,469,0.00371595805246803,0 +"6405","2015-02-09 04:34:59",19.29,26.79,0,461,0.00370205669540882,0 +"6406","2015-02-09 04:36:00",19.29,26.89,0,465,0.00371595805246803,0 +"6407","2015-02-09 04:37:00",19.29,26.89,0,470.5,0.00371595805246803,0 +"6408","2015-02-09 04:38:00",19.29,26.89,0,471.5,0.00371595805246803,0 +"6409","2015-02-09 04:38:59",19.29,26.89,0,469,0.00371595805246803,0 +"6410","2015-02-09 04:40:00",19.29,26.89,0,473,0.00371595805246803,0 +"6411","2015-02-09 04:40:59",19.29,26.89,0,467,0.00371595805246803,0 +"6412","2015-02-09 04:41:59",19.29,26.89,0,468,0.00371595805246803,0 +"6413","2015-02-09 04:43:00",19.29,26.89,0,463,0.00371595805246803,0 +"6414","2015-02-09 04:44:00",19.29,26.89,0,463.666666666667,0.00371595805246803,0 +"6415","2015-02-09 04:45:00",19.29,26.89,0,458,0.00371595805246803,0 +"6416","2015-02-09 04:46:00",19.29,26.89,0,459,0.00371595805246803,0 +"6417","2015-02-09 04:46:59",19.34,26.89,0,462.5,0.00372761576771246,0 +"6418","2015-02-09 04:47:59",19.3233333333333,26.89,0,459.666666666667,0.00372372628212772,0 +"6419","2015-02-09 04:49:00",19.29,26.89,0,466,0.00371595805246803,0 +"6420","2015-02-09 04:50:00",19.29,26.89,0,466,0.00371595805246803,0 +"6421","2015-02-09 04:51:00",19.29,26.89,0,465.5,0.00371595805246803,0 +"6422","2015-02-09 04:52:00",19.29,26.89,0,466.5,0.00371595805246803,0 +"6423","2015-02-09 04:53:00",19.29,26.89,0,467.5,0.00371595805246803,0 +"6424","2015-02-09 04:53:59",19.29,26.89,0,466,0.00371595805246803,0 +"6425","2015-02-09 04:54:59",19.29,26.89,0,463,0.00371595805246803,0 +"6426","2015-02-09 04:56:00",19.29,26.89,0,465.333333333333,0.00371595805246803,0 +"6427","2015-02-09 04:57:00",19.29,26.89,0,465,0.00371595805246803,0 +"6428","2015-02-09 04:58:00",19.29,26.89,0,466,0.00371595805246803,0 +"6429","2015-02-09 04:59:00",19.29,26.79,0,465,0.00370205669540882,0 +"6430","2015-02-09 04:59:59",19.39,26.79,0,468,0.00372531652116727,0 +"6431","2015-02-09 05:00:59",19.34,26.79,0,461.5,0.00371367054043556,0 +"6432","2015-02-09 05:02:00",19.39,26.79,0,460,0.00372531652116727,0 +"6433","2015-02-09 05:03:00",19.39,26.79,0,462.5,0.00372531652116727,0 +"6434","2015-02-09 05:04:00",19.39,26.79,0,468,0.00372531652116727,0 +"6435","2015-02-09 05:05:00",19.39,26.79,0,467.5,0.00372531652116727,0 +"6436","2015-02-09 05:06:00",19.39,26.745,0,461,0.00371902157600063,0 +"6437","2015-02-09 05:06:59",19.39,26.7,0,464,0.00371272675749,0 +"6438","2015-02-09 05:08:00",19.39,26.745,0,467,0.00371902157600063,0 +"6439","2015-02-09 05:09:00",19.39,26.745,0,468,0.00371902157600063,0 +"6440","2015-02-09 05:10:00",19.39,26.7,0,465,0.00371272675749,0 +"6441","2015-02-09 05:10:59",19.39,26.7,0,465,0.00371272675749,0 +"6442","2015-02-09 05:12:00",19.39,26.7,0,458,0.00371272675749,0 +"6443","2015-02-09 05:12:59",19.39,26.7,0,461,0.00371272675749,0 +"6444","2015-02-09 05:13:59",19.39,26.7,0,466,0.00371272675749,0 +"6445","2015-02-09 05:15:00",19.445,26.745,0,464.5,0.00373184752378527,0 +"6446","2015-02-09 05:16:00",19.445,26.7,0,459.5,0.00372553086680987,0 +"6447","2015-02-09 05:17:00",19.39,26.7,0,457.333333333333,0.00371272675749,0 +"6448","2015-02-09 05:18:00",19.5,26.7,0,461,0.0037383739208854,0 +"6449","2015-02-09 05:19:00",19.5,26.7,0,460,0.0037383739208854,0 +"6450","2015-02-09 05:19:59",19.445,26.745,0,460.5,0.00373184752378527,0 +"6451","2015-02-09 05:21:00",19.5,26.7,0,461,0.0037383739208854,0 +"6452","2015-02-09 05:22:00",19.5,26.7,0,459,0.0037383739208854,0 +"6453","2015-02-09 05:23:00",19.5,26.7,0,460.5,0.0037383739208854,0 +"6454","2015-02-09 05:23:59",19.5,26.7,0,460.333333333333,0.0037383739208854,0 +"6455","2015-02-09 05:25:00",19.5,26.7,0,463,0.0037383739208854,0 +"6456","2015-02-09 05:25:59",19.5,26.7,0,466,0.0037383739208854,0 +"6457","2015-02-09 05:26:59",19.5,26.7,0,466.5,0.0037383739208854,0 +"6458","2015-02-09 05:28:00",19.5,26.7,0,463.5,0.0037383739208854,0 +"6459","2015-02-09 05:29:00",19.5,26.7,0,461.5,0.0037383739208854,0 +"6460","2015-02-09 05:30:00",19.6,26.7,0,461,0.00376182503753838,0 +"6461","2015-02-09 05:31:00",19.5,26.7,0,456,0.0037383739208854,0 +"6462","2015-02-09 05:31:59",19.5,26.7,0,460,0.0037383739208854,0 +"6463","2015-02-09 05:32:59",19.5,26.7,0,461,0.0037383739208854,0 +"6464","2015-02-09 05:34:00",19.5,26.7,0,461,0.0037383739208854,0 +"6465","2015-02-09 05:35:00",19.5,26.745,0,465,0.00374471248364312,0 +"6466","2015-02-09 05:36:00",19.5,26.7,0,466,0.0037383739208854,0 +"6467","2015-02-09 05:37:00",19.5,26.7,0,460,0.0037383739208854,0 +"6468","2015-02-09 05:38:00",19.5,26.79,0,459,0.00375105117481805,0 +"6469","2015-02-09 05:38:59",19.5,26.79,0,457.333333333333,0.00375105117481805,0 +"6470","2015-02-09 05:39:59",19.5,26.89,0,456,0.00376513761499172,0 +"6471","2015-02-09 05:41:00",19.4633333333333,26.8566666666667,0,462.333333333333,0.00375182482450967,0 +"6472","2015-02-09 05:42:00",19.39,26.79,0,462,0.00372531652116727,0 +"6473","2015-02-09 05:43:00",19.4266666666667,26.8566666666667,0,464.333333333333,0.00374322501272601,0 +"6474","2015-02-09 05:44:00",19.39,26.84,0,458.5,0.00373231105323758,0 +"6475","2015-02-09 05:44:59",19.39,26.84,0,461,0.00373231105323758,0 +"6476","2015-02-09 05:45:59",19.39,26.84,0,461.5,0.00373231105323758,0 +"6477","2015-02-09 05:47:00",19.39,26.84,0,465,0.00373231105323758,0 +"6478","2015-02-09 05:48:00",19.39,26.79,0,465,0.00372531652116727,0 +"6479","2015-02-09 05:49:00",19.39,26.79,0,461,0.00372531652116727,0 +"6480","2015-02-09 05:50:00",19.39,26.76,0,461,0.0037211198769831,0 +"6481","2015-02-09 05:51:00",19.39,26.7,0,460,0.00371272675749,0 +"6482","2015-02-09 05:51:59",19.39,26.79,0,462,0.00372531652116727,0 +"6483","2015-02-09 05:53:00",19.39,26.79,0,465.333333333333,0.00372531652116727,0 +"6484","2015-02-09 05:54:00",19.39,26.79,0,465,0.00372531652116727,0 +"6485","2015-02-09 05:55:00",19.39,26.79,0,466.5,0.00372531652116727,0 +"6486","2015-02-09 05:55:59",19.39,26.79,0,462.666666666667,0.00372531652116727,0 +"6487","2015-02-09 05:57:00",19.39,26.79,0,460,0.00372531652116727,0 +"6488","2015-02-09 05:57:59",19.39,26.79,0,457,0.00372531652116727,0 +"6489","2015-02-09 05:58:59",19.39,26.7,0,463.5,0.00371272675749,0 +"6490","2015-02-09 06:00:00",19.39,26.7,0,466,0.00371272675749,0 +"6491","2015-02-09 06:01:00",19.445,26.795,0,466.5,0.00373886618111249,0 +"6492","2015-02-09 06:02:00",19.39,26.7,0,467.333333333333,0.00371272675749,0 +"6493","2015-02-09 06:03:00",19.39,26.7,0,469.5,0.00371272675749,0 +"6494","2015-02-09 06:04:00",19.445,26.7,0,462,0.00372553086680987,0 +"6495","2015-02-09 06:04:59",19.4266666666667,26.6666666666667,0,460,0.00371658498282815,0 +"6496","2015-02-09 06:06:00",19.5,26.6,0,463,0.00372428868561385,0 +"6497","2015-02-09 06:07:00",19.5,26.65,0,459,0.00373133122398483,0 +"6498","2015-02-09 06:08:00",19.5,26.5,0,460,0.00371020408443922,0 +"6499","2015-02-09 06:08:59",19.5,26.5666666666667,0,453,0.00371959374810254,0 +"6500","2015-02-09 06:10:00",19.5,26.55,0,461.666666666667,0.0037172463057671,0 +"6501","2015-02-09 06:10:59",19.5,26.5,0,463,0.00371020408443922,0 +"6502","2015-02-09 06:11:59",19.5,26.5,0,467,0.00371020408443922,0 +"6503","2015-02-09 06:13:00",19.5,26.5,0,464.5,0.00371020408443922,0 +"6504","2015-02-09 06:14:00",19.5,26.5,0,470,0.00371020408443922,0 +"6505","2015-02-09 06:15:00",19.5,26.5,0,466.5,0.00371020408443922,0 +"6506","2015-02-09 06:16:00",19.445,26.445,0,465,0.00368973888606677,0 +"6507","2015-02-09 06:16:59",19.39,26.4633333333333,0,460.333333333333,0.00367962275949924,0 +"6508","2015-02-09 06:17:59",19.39,26.445,0,461.5,0.0036770585114699,0 +"6509","2015-02-09 06:19:00",19.39,26.39,0,461,0.00366936589349026,0 +"6510","2015-02-09 06:20:00",19.39,26.39,0,463,0.00366936589349026,0 +"6511","2015-02-09 06:21:00",19.39,26.39,0,467.5,0.00366936589349026,0 +"6512","2015-02-09 06:22:00",19.39,26.39,0,471,0.00366936589349026,0 +"6513","2015-02-09 06:23:00",19.39,26.39,0,461,0.00366936589349026,0 +"6514","2015-02-09 06:23:59",19.39,26.39,0,456.333333333333,0.00366936589349026,0 +"6515","2015-02-09 06:24:59",19.39,26.39,0,459.5,0.00366936589349026,0 +"6516","2015-02-09 06:26:00",19.39,26.34,0,464.5,0.00366237276856267,0 +"6517","2015-02-09 06:27:00",19.39,26.29,0,467,0.00365537979995807,0 +"6518","2015-02-09 06:28:00",19.39,26.29,0,469,0.00365537979995807,0 +"6519","2015-02-09 06:29:00",19.39,26.29,0,465.5,0.00365537979995807,0 +"6520","2015-02-09 06:29:59",19.39,26.29,0,464,0.00365537979995807,0 +"6521","2015-02-09 06:30:59",19.39,26.29,0,464,0.00365537979995807,0 +"6522","2015-02-09 06:32:00",19.39,26.29,0,465.5,0.00365537979995807,0 +"6523","2015-02-09 06:33:00",19.34,26.29,0,466.5,0.0036439537266872,0 +"6524","2015-02-09 06:34:00",19.39,26.29,0,463,0.00365537979995807,0 +"6525","2015-02-09 06:35:00",19.39,26.29,0,461.75,0.00365537979995807,0 +"6526","2015-02-09 06:36:00",19.39,26.29,0,460.5,0.00365537979995807,0 +"6527","2015-02-09 06:36:59",19.29,26.39,0,459.5,0.00364645744347464,0 +"6528","2015-02-09 06:38:00",19.29,26.29,0,467,0.00363255917436095,0 +"6529","2015-02-09 06:39:00",19.29,26.29,0,468,0.00363255917436095,0 +"6530","2015-02-09 06:40:00",19.29,26.39,0,469,0.00364645744347464,0 +"6531","2015-02-09 06:40:59",19.29,26.34,0,465.5,0.00363950823173202,0 +"6532","2015-02-09 06:42:00",19.29,26.29,0,458,0.00363255917436095,0 +"6533","2015-02-09 06:42:59",19.39,26.29,0,458,0.00365537979995807,0 +"6534","2015-02-09 06:43:59",19.39,26.29,0,466,0.00365537979995807,0 +"6535","2015-02-09 06:45:00",19.29,26.26,0,465,0.00362838981403452,0 +"6536","2015-02-09 06:46:00",19.29,26.2,0,465,0.00362005126009293,0 +"6537","2015-02-09 06:47:00",19.29,26.2,0,465,0.00362005126009293,0 +"6538","2015-02-09 06:48:00",19.29,26.2,0,461.5,0.00362005126009293,0 +"6539","2015-02-09 06:49:00",19.29,26.2,0,461.5,0.00362005126009293,0 +"6540","2015-02-09 06:49:59",19.29,26.2,0,463,0.00362005126009293,0 +"6541","2015-02-09 06:51:00",19.34,26.2,0,465.5,0.00363140635006537,0 +"6542","2015-02-09 06:52:00",19.29,26.2,0,466,0.00362005126009293,0 +"6543","2015-02-09 06:53:00",19.29,26.2,0,466.5,0.00362005126009293,0 +"6544","2015-02-09 06:53:59",19.3233333333333,26.2,0,466.333333333333,0.00362761783373232,0 +"6545","2015-02-09 06:55:00",19.34,26.15,0,469,0.00362443580273919,0 +"6546","2015-02-09 06:55:59",19.29,26.1,0,469,0.00360615416412876,0 +"6547","2015-02-09 06:56:59",19.29,26.1,0,463,0.00360615416412876,0 +"6548","2015-02-09 06:58:00",19.29,26.1,0,468,0.00360615416412876,0 +"6549","2015-02-09 06:59:00",19.29,26.1,0,468.5,0.00360615416412876,0 +"6550","2015-02-09 07:00:00",19.34,26.1,0,470.5,0.00361746541073764,0 +"6551","2015-02-09 07:01:00",19.29,26.1,0,471,0.00360615416412876,0 +"6552","2015-02-09 07:01:59",19.29,26.1,0,470,0.00360615416412876,0 +"6553","2015-02-09 07:02:59",19.29,26.1,0,469,0.00360615416412876,0 +"6554","2015-02-09 07:04:00",19.34,26.05,0,468.5,0.00361049517405556,0 +"6555","2015-02-09 07:05:00",19.29,26.1,0,463.5,0.00360615416412876,0 +"6556","2015-02-09 07:06:00",19.29,26.1,0,466,0.00360615416412876,0 +"6557","2015-02-09 07:07:00",19.29,26.1,0,467.5,0.00360615416412876,0 +"6558","2015-02-09 07:08:00",19.29,26.1,0,467,0.00360615416412876,0 +"6559","2015-02-09 07:08:59",19.29,26.1,0,467,0.00360615416412876,0 +"6560","2015-02-09 07:09:59",19.3233333333333,26.0333333333333,0,469,0.00360440765943935,0 +"6561","2015-02-09 07:11:00",19.34,26,0,468.5,0.00360352509268773,0 +"6562","2015-02-09 07:12:00",19.39,26,0,466,0.00361482366447177,0 +"6563","2015-02-09 07:13:00",19.39,25.945,0,464.5,0.00360713257674529,0 +"6564","2015-02-09 07:14:00",19.39,26,0,469,0.00361482366447177,0 +"6565","2015-02-09 07:14:59",19.39,25.89,0,469,0.00359944167811953,0 +"6566","2015-02-09 07:15:59",19.39,25.89,0,471,0.00359944167811953,0 +"6567","2015-02-09 07:17:00",19.39,25.89,0,472,0.00359944167811953,0 +"6568","2015-02-09 07:18:00",19.445,25.945,0,473.5,0.00361957041601978,0 +"6569","2015-02-09 07:19:00",19.39,25.89,0,473.5,0.00359944167811953,0 +"6570","2015-02-09 07:20:00",19.39,25.89,0,473.666666666667,0.00359944167811953,0 +"6571","2015-02-09 07:21:00",19.39,25.89,0,473,0.00359944167811953,0 +"6572","2015-02-09 07:21:59",19.445,25.945,0,471.5,0.00361957041601978,0 +"6573","2015-02-09 07:23:00",19.39,26,0,463,0.00361482366447177,0 +"6574","2015-02-09 07:24:00",19.39,25.945,0,468,0.00360713257674529,0 +"6575","2015-02-09 07:25:00",19.445,26,0,470.5,0.00362728817733071,0 +"6576","2015-02-09 07:25:59",19.39,26,0,471,0.00361482366447177,0 +"6577","2015-02-09 07:27:00",19.5,26.15,0,471,0.00366091297322309,0 +"6578","2015-02-09 07:27:59",19.445,26.1,0,467,0.00364132095847566,0 +"6579","2015-02-09 07:28:59",19.5,26.15,0,468,0.00366091297322309,0 +"6580","2015-02-09 07:30:00",19.4266666666667,26.0333333333333,0,467,0.00362780126311498,0 +"6581","2015-02-09 07:31:00",19.5,26.1,0,467,0.00365387201985357,0 +"6582","2015-02-09 07:32:00",19.39,26.1,0,466,0.00362880794483372,0 +"6583","2015-02-09 07:33:00",19.4266666666667,26.1333333333333,0,468.333333333333,0.00364181807010568,0 +"6584","2015-02-09 07:34:00",19.39,26.1,0,465.5,0.00362880794483372,0 +"6585","2015-02-09 07:34:59",19.39,26.1,0,465.5,0.00362880794483372,0 +"6586","2015-02-09 07:36:00",19.39,26.1,0,468,0.00362880794483372,0 +"6587","2015-02-09 07:37:00",19.5,26.2,0,466,0.00366795408506867,0 +"6588","2015-02-09 07:38:00",19.4266666666667,26.2,0,471,0.00365116295703576,0 +"6589","2015-02-09 07:38:59",19.5,26.2,0,471,0.00366795408506867,0 +"6590","2015-02-09 07:40:00",19.39,26.2,0,471,0.00364279285038695,0 +"6591","2015-02-09 07:40:59",19.5,26.2,0,473,0.00366795408506867,0 +"6592","2015-02-09 07:41:59",19.5,26.245,0,467.5,0.00367429122123116,0 +"6593","2015-02-09 07:43:00",19.5,26.29,0,466.666666666667,0.00368062848576749,0 +"6594","2015-02-09 07:44:00",19.5,26.29,0,467.5,0.00368062848576749,0 +"6595","2015-02-09 07:45:00",19.445,26.29,0,468,0.00366798497702178,0 +"6596","2015-02-09 07:46:00",19.4633333333333,26.3566666666667,0,465.333333333333,0.0036815623532426,0 +"6597","2015-02-09 07:46:59",19.5,26.39,0,467,0.00369471175547797,0 +"6598","2015-02-09 07:47:59",19.5,26.39,0,467,0.00369471175547797,0 +"6599","2015-02-09 07:49:00",19.445,26.34,0,470,0.00367500220175779,0 +"6600","2015-02-09 07:50:00",19.445,26.39,0,471.5,0.00368201958389996,0 +"6601","2015-02-09 07:51:00",19.5,26.39,0,470.333333333333,0.00369471175547797,0 +"6602","2015-02-09 07:52:00",19.445,26.445,0,468.5,0.00368973888606677,0 +"6603","2015-02-09 07:53:00",19.39,26.39,0,469,0.00366936589349026,0 +"6604","2015-02-09 07:53:59",19.39,26.39,0,470,0.00366936589349026,0 +"6605","2015-02-09 07:54:59",19.445,26.445,0,470.5,0.00368973888606677,0 +"6606","2015-02-09 07:56:00",19.5,26.5,0,472,0.00371020408443922,0 +"6607","2015-02-09 07:57:00",19.445,26.5,0,468.5,0.00369745837870849,0 +"6608","2015-02-09 07:58:00",19.445,26.5,0,470.5,0.00369745837870849,0 +"6609","2015-02-09 07:59:00",19.5,26.5,0,473,0.00371020408443922,0 +"6610","2015-02-09 07:59:59",19.5,26.5,0,467,0.00371020408443922,0 +"6611","2015-02-09 08:00:59",19.5,26.5,0,471.333333333333,0.00371020408443922,0 +"6612","2015-02-09 08:02:00",19.5,26.5,0,471,0.00371020408443922,0 +"6613","2015-02-09 08:03:00",19.5,26.5,0,472.5,0.00371020408443922,0 +"6614","2015-02-09 08:04:00",19.5,26.5,0,472,0.00371020408443922,0 +"6615","2015-02-09 08:05:00",19.5,26.5,0,470,0.00371020408443922,0 +"6616","2015-02-09 08:06:00",19.5,26.5,0,472,0.00371020408443922,0 +"6617","2015-02-09 08:06:59",19.5,26.55,0,462.5,0.0037172463057671,0 +"6618","2015-02-09 08:08:00",19.5,26.6,0,463,0.00372428868561385,0 +"6619","2015-02-09 08:09:00",19.5,26.6,0,469.5,0.00372428868561385,0 +"6620","2015-02-09 08:10:00",19.5,26.625,0,470.666666666667,0.00372780993498348,0 +"6621","2015-02-09 08:10:59",19.5,26.6,0,471,0.00372428868561385,0 +"6622","2015-02-09 08:12:00",19.5,26.6,0,470,0.00372428868561385,0 +"6623","2015-02-09 08:12:59",19.5,26.6,0,471.5,0.00372428868561385,0 +"6624","2015-02-09 08:13:59",19.5,26.65,0,470.5,0.00373133122398483,0 +"6625","2015-02-09 08:15:00",19.5,26.6,0,469,0.00372428868561385,0 +"6626","2015-02-09 08:16:00",19.5,26.6,0,472,0.00372428868561385,0 +"6627","2015-02-09 08:17:00",19.5,26.7,0,473,0.0037383739208854,0 +"6628","2015-02-09 08:18:00",19.5,26.7,0,474,0.0037383739208854,0 +"6629","2015-02-09 08:19:00",19.5,26.7,0,473,0.0037383739208854,0 +"6630","2015-02-09 08:19:59",19.5,26.7,0,477.5,0.0037383739208854,0 +"6631","2015-02-09 08:21:00",19.5,26.7,0,477.5,0.0037383739208854,0 +"6632","2015-02-09 08:22:00",19.5,26.7,0,474,0.0037383739208854,0 +"6633","2015-02-09 08:23:00",19.5,26.79,0,473.666666666667,0.00375105117481805,0 +"6634","2015-02-09 08:23:59",19.5,26.79,0,467.5,0.00375105117481805,0 +"6635","2015-02-09 08:25:00",19.5,26.79,0,473,0.00375105117481805,0 +"6636","2015-02-09 08:25:59",19.5,26.79,0,480.333333333333,0.00375105117481805,0 +"6637","2015-02-09 08:26:59",19.5,26.79,0,474.333333333333,0.00375105117481805,0 +"6638","2015-02-09 08:28:00",19.5,26.79,0,469,0.00375105117481805,0 +"6639","2015-02-09 08:29:00",19.5,26.79,0,469.5,0.00375105117481805,0 +"6640","2015-02-09 08:30:00",19.5,26.79,0,470,0.00375105117481805,0 +"6641","2015-02-09 08:31:00",19.5,26.79,0,471.5,0.00375105117481805,0 +"6642","2015-02-09 08:31:59",19.5,26.79,0,470,0.00375105117481805,0 +"6643","2015-02-09 08:32:59",19.6,26.79,0,476,0.00377458229660593,0 +"6644","2015-02-09 08:34:00",19.5,26.79,0,470,0.00375105117481805,0 +"6645","2015-02-09 08:35:00",19.6,26.89,0,470,0.00378875763897944,0 +"6646","2015-02-09 08:36:00",19.5,26.89,0,471,0.00376513761499172,0 +"6647","2015-02-09 08:37:00",19.5,26.89,0,471,0.00376513761499172,0 +"6648","2015-02-09 08:38:00",19.5333333333333,26.89,0,470.666666666667,0.00377299647867788,0 +"6649","2015-02-09 08:38:59",19.5,26.89,0,475.333333333333,0.00376513761499172,0 +"6650","2015-02-09 08:39:59",19.5,27,0,471,0.00378063343170978,0 +"6651","2015-02-09 08:41:00",19.5,27,0,469,0.00378063343170978,0 +"6652","2015-02-09 08:42:00",19.5,27,0,474.5,0.00378063343170978,0 +"6653","2015-02-09 08:43:00",19.5333333333333,27,0,474,0.00378852483518725,0 +"6654","2015-02-09 08:44:00",19.5,27,0,471,0.00378063343170978,0 +"6655","2015-02-09 08:44:59",19.525,27.025,289.75,473.75,0.0037900780521215,1 +"6656","2015-02-09 08:45:59",19.5,27.1,440,481.5,0.00379472120379726,1 +"6657","2015-02-09 08:47:00",19.525,27.125,412,479,0.00380418816642257,1 +"6658","2015-02-09 08:48:00",19.525,27.2925,397,484.75,0.00382782403344306,0 +"6659","2015-02-09 08:49:00",19.525,27.365,392.5,486.75,0.0038380550369924,0 +"6660","2015-02-09 08:50:00",19.5666666666667,27.5666666666667,393.666666666667,492.333333333333,0.00387660553903883,0 +"6661","2015-02-09 08:51:00",19.575,27.675,397,496.5,0.00389396425258134,1 +"6662","2015-02-09 08:51:59",19.575,27.6,405,501.5,0.00388334561973281,1 +"6663","2015-02-09 08:53:00",19.6333333333333,27.6333333333333,405,506.666666666667,0.00390227134609569,1 +"6664","2015-02-09 08:54:00",19.6666666666667,27.73,405,510.666666666667,0.00392417548856283,1 +"6665","2015-02-09 08:55:00",19.6333333333333,27.73,399.666666666667,512,0.00391600817872044,1 +"6666","2015-02-09 08:55:59",19.625,27.745,393,517,0.0039160992111958,1 +"6667","2015-02-09 08:57:00",19.6333333333333,27.79,393.666666666667,515,0.00392453479190768,1 +"6668","2015-02-09 08:57:59",19.7,27.9175,389,528.75,0.0039591162199895,1 +"6669","2015-02-09 08:58:59",19.7,27.9633333333333,393.666666666667,534.333333333333,0.00396565750830584,1 +"6670","2015-02-09 09:00:00",19.745,28.05,389,541,0.00398922628686199,1 +"6671","2015-02-09 09:01:00",19.7675,28.175,392.5,546,0.00401275357766118,1 +"6672","2015-02-09 09:02:00",19.79,28.1,393.666666666667,553,0.00400763040822173,1 +"6673","2015-02-09 09:03:00",19.79,28.2675,392.5,559.75,0.00403167415120545,1 +"6674","2015-02-09 09:04:00",19.79,28.3233333333333,389,572.333333333333,0.00403968914263802,1 +"6675","2015-02-09 09:04:59",19.84,28.6975,389,578.75,0.00410620678330711,1 +"6676","2015-02-09 09:06:00",19.89,28.625,389,595,0.00410856715250739,1 +"6677","2015-02-09 09:07:00",19.89,28.65,389,599,0.00411217914359546,1 +"6678","2015-02-09 09:08:00",19.9175,28.8175,393,606.5,0.00414348501236772,1 +"6679","2015-02-09 09:08:59",19.9633333333333,28.96,399.666666666667,622,0.00417603550199632,1 +"6680","2015-02-09 09:10:00",19.945,29.05,397,636,0.00418431261140537,1 +"6681","2015-02-09 09:10:59",20,29.1975,405,655.5,0.00422015535020849,1 +"6682","2015-02-09 09:11:59",20,29.39,405,661.333333333333,0.00424816899318491,1 +"6683","2015-02-09 09:13:00",20,29.445,405,680.8,0.00425617335153449,1 +"6684","2015-02-09 09:14:00",20.05,29.575,405,689.75,0.00428844380050077,1 +"6685","2015-02-09 09:15:00",20.1,29.745,405,695.5,0.00432673019359038,1 +"6686","2015-02-09 09:16:00",20.1,29.79,405,701,0.00433332153014446,1 +"6687","2015-02-09 09:16:59",20.1,29.823,406.75,710.125,0.00433815526512323,1 +"6688","2015-02-09 09:17:59",20.1,29.856,408.5,719.25,0.00434298907471139,1 +"6689","2015-02-09 09:19:00",20.2,29.945,419,736,0.00438325197816447,1 +"6690","2015-02-09 09:20:00",20.125,29.9725,419,743.75,0.00436685324484237,1 +"6691","2015-02-09 09:21:00",20.15,30.15,419,759,0.00439974581852508,1 +"6692","2015-02-09 09:22:00",20.175,30.15,419,765.75,0.00440660425600342,1 +"6693","2015-02-09 09:23:00",20.2,30.195,419,769.5,0.00442010621588718,1 +"6694","2015-02-09 09:23:59",20.215,30.2275,419,774.916666666667,0.00442903360207528,1 +"6695","2015-02-09 09:24:59",20.23,30.26,419,780.333333333333,0.00443797349974626,1 +"6696","2015-02-09 09:26:00",20.29,30.4175,422.5,802.75,0.00447793604275322,1 +"6697","2015-02-09 09:27:00",20.29,30.445,422.5,814.75,0.00448201364899767,1 +"6698","2015-02-09 09:28:00",20.29,30.34,433,816,0.00446644489254803,1 +"6699","2015-02-09 09:29:00",20.29,30.4725,433,822.75,0.00448609130832294,1 +"6700","2015-02-09 09:29:59",20.29,30.5333333333333,433,843.666666666667,0.00449511177360291,1 +"6701","2015-02-09 09:30:59",20.29,30.495,433,850.5,0.00448942761452594,1 +"6702","2015-02-09 09:32:00",20.39,30.7,433,850,0.00454804227200713,1 +"6703","2015-02-09 09:33:00",20.3816666666667,30.7058333333333,433,856.7,0.00454655509061854,1 +"6704","2015-02-09 09:34:00",20.3733333333333,30.7116666666667,433,863.4,0.00454506808230366,1 +"6705","2015-02-09 09:35:00",20.39,30.84,433,886,0.00456893487861928,1 +"6706","2015-02-09 09:36:00",20.39,30.695,433,889,0.00454729613325429,1 +"6707","2015-02-09 09:36:59",20.39,30.795,433,898,0.00456221924597057,1 +"6708","2015-02-09 09:38:00",20.39,30.77,433,902.5,0.0045584884011471,1 +"6709","2015-02-09 09:39:00",20.39,30.8925,433,909.25,0.00457676996532691,1 +"6710","2015-02-09 09:40:00",20.445,30.795,433,922,0.00457785295762528,1 +"6711","2015-02-09 09:40:59",20.4725,30.9175,433,921.5,0.00460406405837682,1 +"6712","2015-02-09 09:42:00",20.5,31.1225,433,929.25,0.00464275012157711,1 +"6713","2015-02-09 09:42:59",20.5,31.1,447,953,0.00463936861182849,1 +"6714","2015-02-09 09:43:59",20.5,31.1,437.666666666667,954,0.00463936861182849,1 +"6715","2015-02-09 09:45:00",20.5,30.9725,442.5,950.75,0.00462020741257856,1 +"6716","2015-02-09 09:46:00",20.5,31.1475,447,959.75,0.00464650739743419,1 +"6717","2015-02-09 09:47:00",20.5,31.245,440,967.75,0.00466116120380042,1 +"6718","2015-02-09 09:48:00",20.5,31.26,442.333333333333,974.333333333333,0.00466341569637859,1 +"6719","2015-02-09 09:49:00",20.5,31.1,447,977,0.00463936861182849,1 +"6720","2015-02-09 09:49:59",20.5,31.1633333333333,441,970.333333333333,0.00464888702878125,1 +"6721","2015-02-09 09:51:00",20.5,31.2225,442.5,968,0.00465777949534847,1 +"6722","2015-02-09 09:52:00",20.55,31.245,438,975.5,0.00467566986676579,1 +"6723","2015-02-09 09:53:00",20.55,31.245,447,981.5,0.00467566986676579,1 +"6724","2015-02-09 09:53:59",20.6,31.245,438,1007,0.0046902184083364,1 +"6725","2015-02-09 09:55:00",20.6,31.3233333333333,447,1013,0.00470206599480761,1 +"6726","2015-02-09 09:55:59",20.6,31.2675,438,1016,0.00469362139263832,1 +"6727","2015-02-09 09:56:59",20.6333333333333,31.26,447,1018,0.00470221302723743,1 +"6728","2015-02-09 09:58:00",20.6,31.295,438,1019.5,0.00469778064586289,1 +"6729","2015-02-09 09:59:00",20.675,31.4725,438,1041.5,0.00474668772497995,1 +"6730","2015-02-09 10:00:00",20.6,31.445,438,1050.5,0.00472046845351942,1 +"6731","2015-02-09 10:01:00",20.7,31.5225,438,1056.75,0.00476167168028189,1 +"6732","2015-02-09 10:01:59",20.65,31.5225,438,1066.5,0.00474691118761033,1 +"6733","2015-02-09 10:02:59",20.7,31.4633333333333,441,1074,0.00475266589264503,1 +"6734","2015-02-09 10:04:00",20.7,31.6,438,1071.75,0.00477346838519578,1 +"6735","2015-02-09 10:05:00",20.7,31.575,442.5,1075.25,0.00476966294799483,1 +"6736","2015-02-09 10:06:00",20.7,31.745,438,1080.75,0.00479554083224444,1 +"6737","2015-02-09 10:07:00",20.7,31.7225,438,1102.5,0.00479211569545842,1 +"6738","2015-02-09 10:08:00",20.7,31.79,438,1106.75,0.00480239121811869,1 +"6739","2015-02-09 10:08:59",20.7,31.795,438,1105.5,0.00480315238134786,1 +"6740","2015-02-09 10:09:59",20.7225,31.865,438,1111,0.00482053773348256,1 +"6741","2015-02-09 10:11:00",20.7,31.7925,441.75,1111,0.0048027717995022,1 +"6742","2015-02-09 10:12:00",20.7,31.84,432.75,1119.25,0.00481000293360061,1 +"6743","2015-02-09 10:13:00",20.7,31.79,429,1127.66666666667,0.00480239121811869,1 +"6744","2015-02-09 10:14:00",20.745,31.895,433.5,1136,0.00483185496321751,1 +"6745","2015-02-09 10:14:59",20.79,31.895,429,1142.5,0.00484536719552159,1 +"6746","2015-02-09 10:15:59",20.79,31.8225,438,1143.75,0.00483426766932679,1 +"6747","2015-02-09 10:17:00",20.79,31.8933333333333,441,1145.33333333333,0.00484511202958552,1 +"6748","2015-02-09 10:18:00",20.79,31.84,438,1144,0.00483694682931541,1 +"6749","2015-02-09 10:19:00",20.79,31.945,438,1147,0.00485302227020273,1 +"6750","2015-02-09 10:20:00",20.79,31.8925,429,1157.5,0.00484498444669539,1 +"6751","2015-02-09 10:21:00",20.79,31.99,435,1150.66666666667,0.00485991199727559,1 +"6752","2015-02-09 10:21:59",20.79,31.9933333333333,441,1159.33333333333,0.00486042235345388,1 +"6753","2015-02-09 10:23:00",20.79,31.9633333333333,441,1167,0.00485582917776536,1 +"6754","2015-02-09 10:24:00",20.79,32.0666666666667,434,1177.66666666667,0.00487165039962569,1 +"6755","2015-02-09 10:25:00",20.79,31.995,444,1178,0.00486067753185466,1 +"6756","2015-02-09 10:25:59",20.815,31.9925,440.25,1175.25,0.00486783932782812,1 +"6757","2015-02-09 10:27:00",20.8233333333333,32.06,439,1184.33333333333,0.00488071292967525,1 +"6758","2015-02-09 10:27:59",20.865,32.1675,444,1198.25,0.0049098802891586,1 +"6759","2015-02-09 10:28:59",20.84,32.245,432.75,1204,0.00491417716994355,1 +"6760","2015-02-09 10:30:00",20.89,32.2,444,1199,0.00492250566731028,1 +"6761","2015-02-09 10:31:00",20.89,32.26,439,1204.33333333333,0.00493175076456065,1 +"6762","2015-02-09 10:32:00",20.89,32.3725,437.25,1224.75,0.00494908605685923,1 +"6763","2015-02-09 10:33:00",20.89,32.1675,432.75,1218.75,0.00491749802014673,1 +"6764","2015-02-09 10:34:00",20.89,32.3333333333333,439,1212,0.00494305069816742,1 +"6765","2015-02-09 10:34:59",20.89,32.25,444,1222.5,0.00493020989608348,1 +"6766","2015-02-09 10:36:00",20.89,32.29,429,1218.5,0.00493637341543825,1 +"6767","2015-02-09 10:37:00",20.89,32.2725,441,1228,0.0049336768608085,1 +"6768","2015-02-09 10:38:00",20.89,32.475,436.5,1237.75,0.00496488126894816,1 +"6769","2015-02-09 10:38:59",20.89,32.4725,440.25,1240.75,0.00496449601040367,1 +"6770","2015-02-09 10:40:00",20.945,32.4975,444,1253,0.00498531945808804,1 +"6771","2015-02-09 10:40:59",21,32.4,444,1262,0.00498721298961528,1 +"6772","2015-02-09 10:41:59",21,32.4,446.75,1261,0.00498721298961528,1 +"6773","2015-02-09 10:43:00",21,32.425,454,1263.8,0.00499109202642223,1 +"6774","2015-02-09 10:44:00",20.9266666666667,32.5266666666667,469,1276.66666666667,0.00498416190757425,1 +"6775","2015-02-09 10:45:00",21,32.5675,469,1294,0.0050132034527675,1 +"6776","2015-02-09 10:46:00",21,32.52,465.25,1294.5,0.00500583280403665,1 +"6777","2015-02-09 10:46:59",21,32.5266666666667,454,1287.66666666667,0.00500686727059776,1 +"6778","2015-02-09 10:47:59",21,32.4725,454,1289.25,0.00499846232859026,1 +"6779","2015-02-09 10:49:00",21,32.545,454,1300.75,0.00500971207124142,1 +"6780","2015-02-09 10:50:00",21,32.59,454,1312,0.00501669487317596,1 +"6781","2015-02-09 10:51:00",21,32.56,454,1315,0.00501203965460524,1 +"6782","2015-02-09 10:52:00",21.025,32.7,454,1315,0.00504156795832232,1 +"6783","2015-02-09 10:53:00",21,32.645,454,1323,0.00502522962009067,1 +"6784","2015-02-09 10:53:59",21.0666666666667,32.8633333333333,454,1325.66666666667,0.0050800507402687,1 +"6785","2015-02-09 10:54:59",21.075,32.8725,454,1330,0.00508410273974399,1 +"6786","2015-02-09 10:56:00",21.1,32.845,454,1338,0.00508768559405042,1 +"6787","2015-02-09 10:57:00",21.05,32.775,454,1334,0.00506105739001047,1 +"6788","2015-02-09 10:58:00",21.1,32.9666666666667,454,1339.66666666667,0.00510668647143731,1 +"6789","2015-02-09 10:59:00",21.1,33.0225,454,1349.25,0.00511540643761103,1 +"6790","2015-02-09 10:59:59",21.1,33.09,454,1354,0.00512594881008055,1 +"6791","2015-02-09 11:00:59",21.1,33.045,454,1361.75,0.00511892052238426,1 +"6792","2015-02-09 11:02:00",21.1,33.0675,454,1369.75,0.00512243464654054,1 +"6793","2015-02-09 11:03:00",21.1,32.925,464.5,1370,0.00510017919200398,1 +"6794","2015-02-09 11:04:00",21.1333333333333,33.0966666666667,458,1371,0.00513758305018677,1 +"6795","2015-02-09 11:05:00",21.1,33.1266666666667,458,1379.33333333333,0.00513167567949639,1 +"6796","2015-02-09 11:06:00",21.1,33.0725,449.5,1384.5,0.0051232155683681,1 +"6797","2015-02-09 11:06:59",21.1,33.025,464.5,1382,0.0051157968895299,1 +"6798","2015-02-09 11:08:00",21.1,32.7675,465.25,1371.2,0.0050755828957469,1 +"6799","2015-02-09 11:09:00",21.125,33.0675,471.75,1352,0.00513037046868385,1 +"6800","2015-02-09 11:10:00",21.1,32.975,474.5,1349.75,0.00510798794352991,1 +"6801","2015-02-09 11:10:59",21.125,33.0425,474.5,1357,0.00512645979018345,1 +"6802","2015-02-09 11:12:00",21.125,33.1175,464,1364.75,0.00513819197200534,1 +"6803","2015-02-09 11:12:59",21.1333333333333,33.0333333333333,464,1369.66666666667,0.00512767079385108,1 +"6804","2015-02-09 11:13:59",21.1666666666667,32.9966666666667,469,1377.33333333333,0.00513251200746536,1 +"6805","2015-02-09 11:15:00",21.15,33.0425,479,1384.5,0.00513440036953829,1 +"6806","2015-02-09 11:16:00",21.1333333333333,33.09,479,1379.33333333333,0.0051365396400273,1 +"6807","2015-02-09 11:17:00",21.175,33.09,479,1387.25,0.00514980537157095,1 +"6808","2015-02-09 11:18:00",21.2,33.1266666666667,480.666666666667,1390.33333333333,0.00516354206128261,1 +"6809","2015-02-09 11:19:00",21.2,33.1725,496.5,1390.25,0.00517074561555594,1 +"6810","2015-02-09 11:19:59",21.2,33.145,496.5,1398.25,0.0051664234631346,1 +"6811","2015-02-09 11:21:00",21.2,33.1633333333333,504,1402.66666666667,0.00516930489146299,1 +"6812","2015-02-09 11:22:00",21.2225,33.145,495.25,1404.75,0.00517362150278515,1 +"6813","2015-02-09 11:23:00",21.245,33.1725,489,1408.5,0.00518516270779162,1 +"6814","2015-02-09 11:23:59",21.29,33.2,489,1414,0.00520396186213006,1 +"6815","2015-02-09 11:25:00",21.29,33.2,489,1415,0.00520396186213006,1 +"6816","2015-02-09 11:25:59",21.29,33.2,500.25,1417.25,0.00520396186213006,1 +"6817","2015-02-09 11:26:59",21.29,33.1266666666667,492.333333333333,1416,0.00519237121110796,1 +"6818","2015-02-09 11:28:00",21.29,33.1725,485.25,1417.75,0.00519961531779453,1 +"6819","2015-02-09 11:29:00",21.29,33.1725,481.5,1414.5,0.00519961531779453,1 +"6820","2015-02-09 11:30:00",21.29,33.145,471.5,1419.25,0.00519526883370197,1 +"6821","2015-02-09 11:31:00",21.29,33.1633333333333,464,1413.33333333333,0.00519816648307007,1 +"6822","2015-02-09 11:31:59",21.29,33.145,464,1421.75,0.00519526883370197,1 +"6823","2015-02-09 11:32:59",21.29,33.23,464,1427.33333333333,0.00520870361556808,1 +"6824","2015-02-09 11:34:00",21.29,33.145,464,1430.25,0.00519526883370197,1 +"6825","2015-02-09 11:35:00",21.29,33.145,475.25,1433.25,0.00519526883370197,1 +"6826","2015-02-09 11:36:00",21.3233333333333,33.1633333333333,479,1441,0.00520889204954885,1 +"6827","2015-02-09 11:37:00",21.29,33.195,479,1432.75,0.00520317157686084,1 +"6828","2015-02-09 11:38:00",21.365,33.24,479,1435.5,0.0052345010349088,1 +"6829","2015-02-09 11:38:59",21.3233333333333,33.23,479,1437.66666666667,0.00521945110462744,1 +"6830","2015-02-09 11:39:59",21.39,33.3,479,1436,0.00525213846178747,1 +"6831","2015-02-09 11:41:00",21.39,33.35,479,1438.5,0.0052600912462056,1 +"6832","2015-02-09 11:42:00",21.39,33.2725,479,1444.75,0.00524776451631467,1 +"6833","2015-02-09 11:43:00",21.39,33.29,474,1453,0.00525054792910304,1 +"6834","2015-02-09 11:44:00",21.39,33.2675,475.25,1449.25,0.00524696926005522,1 +"6835","2015-02-09 11:44:59",21.39,33.2225,479,1439.25,0.00523981204446303,1 +"6836","2015-02-09 11:45:59",21.39,33.2966666666667,469,1441,0.00525160828332974,1 +"6837","2015-02-09 11:47:00",21.39,33.3,471.5,1442.5,0.00525213846178747,1 +"6838","2015-02-09 11:48:00",21.4175,33.2725,464,1441.75,0.00525668994478241,1 +"6839","2015-02-09 11:49:00",21.39,33.2675,464,1449.75,0.00524696926005522,1 +"6840","2015-02-09 11:50:00",21.39,33.3633333333333,464,1453.33333333333,0.00526221202277586,1 +"6841","2015-02-09 11:51:00",21.39,33.3725,464,1458,0.00526367006498669,1 +"6842","2015-02-09 11:51:59",21.39,33.4,478,1456.66666666667,0.0052680442322893,1 +"6843","2015-02-09 11:53:00",21.39,33.3725,474.5,1454,0.00526367006498669,1 +"6844","2015-02-09 11:54:00",21.39,33.4666666666667,478,1458,0.00527864852744951,1 +"6845","2015-02-09 11:55:00",21.4175,33.5425,469.25,1465.5,0.00529971043893642,1 +"6846","2015-02-09 11:55:59",21.39,33.4975,464,1462.75,0.00528355313522219,1 +"6847","2015-02-09 11:57:00",21.4175,33.5675,464,1470.5,0.00530369411652366,1 +"6848","2015-02-09 11:57:59",21.4266666666667,33.5,464,1476,0.00529593713577501,1 +"6849","2015-02-09 11:58:59",21.445,33.3725,464,1460.25,0.00528158893814204,1 +"6850","2015-02-09 12:00:00",21.39,33.4666666666667,464,1455,0.00527864852744951,1 +"6851","2015-02-09 12:01:00",21.4725,33.5675,464,1458.75,0.00532174657216372,1 +"6852","2015-02-09 12:02:00",21.5,33.59,464,1462,0.00533439697991446,1 +"6853","2015-02-09 12:03:00",21.5,33.595,464,1464.25,0.00533519783622714,1 +"6854","2015-02-09 12:04:00",21.5,33.5675,467.75,1472.5,0.00533079315181101,1 +"6855","2015-02-09 12:04:59",21.5,33.84,456.5,1455.5,0.00537444230052315,1 +"6856","2015-02-09 12:06:00",21.5,33.7933333333333,464,1460.33333333333,0.00536696678591759,1 +"6857","2015-02-09 12:07:00",21.5,33.4475,464,1445.75,0.00531157343453232,1 +"6858","2015-02-09 12:08:00",21.525,33.52,464,1445,0.00533140930935942,1 +"6859","2015-02-09 12:08:59",21.5,33.6333333333333,464,1431.66666666667,0.00534133780255613,1 +"6860","2015-02-09 12:10:00",21.5,33.7975,475.25,1435.25,0.00536763423533578,1 +"6861","2015-02-09 12:10:59",21.5,33.6933333333333,479,1429,0.00535094842592544,1 +"6862","2015-02-09 12:11:59",21.5333333333333,34.1,479,1430,0.00542725591180863,1 +"6863","2015-02-09 12:13:00",21.55,33.895,479,1399,0.00539989972278862,1 +"6864","2015-02-09 12:14:00",21.5666666666667,33.79,474,1399,0.00538856864054833,1 +"6865","2015-02-09 12:15:00",21.575,33.595,479,1375.5,0.00535996007684243,1 +"6866","2015-02-09 12:16:00",21.575,33.79,479,1385.25,0.00539134128479374,1 +"6867","2015-02-09 12:16:59",21.6,33.8,471.5,1378.5,0.00540127867028301,1 +"6868","2015-02-09 12:17:59",21.5666666666667,34.43,464,1366.5,0.00549153199576074,1 +"6869","2015-02-09 12:19:00",21.525,34.45,474.5,1396.75,0.00548063063858146,1 +"6870","2015-02-09 12:20:00",21.6,34.475,462.75,1419.75,0.0055100999910828,1 +"6871","2015-02-09 12:21:00",21.5666666666667,34.5,469,1422.66666666667,0.00550279566311072,1 +"6872","2015-02-09 12:22:00",21.575,34.5,461.5,1428,0.00550562759771765,1 +"6873","2015-02-09 12:23:00",21.5,34.5,454,1430,0.00548018651567403,1 +"6874","2015-02-09 12:23:59",21.525,34.475,454,1424.75,0.00548464294445296,1 +"6875","2015-02-09 12:24:59",21.5,34.4475,460.75,1423,0.00547177373905098,1 +"6876","2015-02-09 12:26:00",21.5,34.45,464.5,1401,0.00547217434234631,1 +"6877","2015-02-09 12:27:00",21.5,34.3966666666667,463,1407,0.00546362824965466,1 +"6878","2015-02-09 12:28:00",21.5,34.4,460.75,1401.25,0.00546416237362776,1 +"6879","2015-02-09 12:29:00",21.5,34.4,468,1395,0.00546416237362776,1 +"6880","2015-02-09 12:29:59",21.5,34.4225,464.5,1396.5,0.00546776773423122,1 +"6881","2015-02-09 12:30:59",21.5,34.4225,464.5,1391.5,0.00546776773423122,1 +"6882","2015-02-09 12:32:00",21.5,34.345,454,1399,0.0054553494443516,1 +"6883","2015-02-09 12:33:00",21.5,34.29,454,1402.25,0.00544653676263263,1 +"6884","2015-02-09 12:34:00",21.5,34.29,454,1401,0.00544653676263263,1 +"6885","2015-02-09 12:35:00",21.5,34.245,454,1390.75,0.00543932657080691,1 +"6886","2015-02-09 12:36:00",21.445,34.195,454,1386.5,0.0054128919886134,1 +"6887","2015-02-09 12:36:59",21.5,34.2,454,1380,0.00543211654468858,1 +"6888","2015-02-09 12:38:00",21.5,34.2,454,1370,0.00543211654468858,1 +"6889","2015-02-09 12:39:00",21.4266666666667,34.06,469,1367.66666666667,0.0053852327129369,1 +"6890","2015-02-09 12:40:00",21.39,34.0675,471.75,1362,0.00537423591705614,1 +"6891","2015-02-09 12:40:59",21.4175,34.0225,467.75,1365.25,0.0053762058899107,1 +"6892","2015-02-09 12:42:00",21.445,34.045,481.5,1361.5,0.00538894204544552,1 +"6893","2015-02-09 12:42:59",21.39,33.95,482.75,1355.5,0.0053555403913322,1 +"6894","2015-02-09 12:43:59",21.39,33.9,489,1340,0.0053475851864208,1 +"6895","2015-02-09 12:45:00",21.4725,33.925,496.5,1347,0.00537891427893576,1 +"6896","2015-02-09 12:46:00",21.4725,33.8975,499,1337.25,0.00537451639311458,1 +"6897","2015-02-09 12:47:00",21.5,33.9,499,1339.33333333333,0.00538405393822286,1 +"6898","2015-02-09 12:48:00",21.5,33.845,514,1330.5,0.00537524325908302,1 +"6899","2015-02-09 12:49:00",21.39,33.7,514,1326.5,0.00531576638419822,1 +"6900","2015-02-09 12:49:59",21.4266666666667,33.6933333333333,510.666666666667,1324.33333333333,0.00532676249765869,1 +"6901","2015-02-09 12:51:00",21.5,33.7,514,1315.66666666667,0.00535201629114317,1 +"6902","2015-02-09 12:52:00",21.5,33.7,510.25,1314,0.00535201629114317,1 +"6903","2015-02-09 12:53:00",21.5,33.6266666666667,499,1312.66666666667,0.00534026997369145,1 +"6904","2015-02-09 12:53:59",21.5,33.59,496.5,1316.25,0.00533439697991446,1 +"6905","2015-02-09 12:55:00",21.5,33.59,504,1312,0.00533439697991446,1 +"6906","2015-02-09 12:55:59",21.5,33.59,489,1307,0.00533439697991446,1 +"6907","2015-02-09 12:56:59",21.5,33.56,480.666666666667,1312.33333333333,0.00532959188497775,1 +"6908","2015-02-09 12:58:00",21.5,33.5,486.5,1305.75,0.00531998191592993,1 +"6909","2015-02-09 12:59:00",21.5,33.5,479,1290.75,0.00531998191592993,1 +"6910","2015-02-09 13:00:00",21.5,33.5,475.25,1281.5,0.00531998191592993,1 +"6911","2015-02-09 13:01:00",21.5,33.4666666666667,464,1283.33333333333,0.00531464317145733,1 +"6912","2015-02-09 13:01:59",21.5,33.425,464,1279.25,0.00530796986865074,1 +"6913","2015-02-09 13:02:59",21.5,33.4,464,1274.33333333333,0.00530396595511661,1 +"6914","2015-02-09 13:04:00",21.5,33.3725,469.25,1267.5,0.00529956170926242,1 +"6915","2015-02-09 13:05:00",21.5,33.3175,474.5,1257,0.00529075340308238,1 +"6916","2015-02-09 13:06:00",21.5,33.3175,474.5,1254.75,0.00529075340308238,1 +"6917","2015-02-09 13:07:00",21.5,33.29,471,1255.33333333333,0.00528634934275391,1 +"6918","2015-02-09 13:08:00",21.5,33.29,466.75,1262.5,0.00528634934275391,1 +"6919","2015-02-09 13:08:59",21.5,33.29,469,1262,0.00528634934275391,1 +"6920","2015-02-09 13:09:59",21.5,33.245,469,1254,0.00527914283196837,1 +"6921","2015-02-09 13:11:00",21.5,33.2225,31,1246,0.00527553963866866,1 +"6922","2015-02-09 13:12:00",21.5,33.1633333333333,31,1243.33333333333,0.00526606477235079,0 +"6923","2015-02-09 13:13:00",21.5,33.23,31,1236.66666666667,0.00527674069850248,0 +"6924","2015-02-09 13:14:00",21.5,33.2675,26.5,1229.25,0.00528274606666322,0 +"6925","2015-02-09 13:14:59",21.4175,33.09,13,1229.75,0.00522761461946103,0 +"6926","2015-02-09 13:15:59",21.39,33.09,13,1222,0.00521873896924632,0 +"6927","2015-02-09 13:17:00",21.39,33.09,13,1213.75,0.00521873896924632,0 +"6928","2015-02-09 13:18:00",21.39,33.09,13,1209.33333333333,0.00521873896924632,0 +"6929","2015-02-09 13:19:00",21.39,33.0675,26.5,1201.25,0.00521516066314925,0 +"6930","2015-02-09 13:20:00",21.365,33.09,26.5,1197.5,0.00521068175679435,0 +"6931","2015-02-09 13:21:00",21.29,33.06,22,1197.66666666667,0.00518183462736836,0 +"6932","2015-02-09 13:21:59",21.315,33.045,13,1196.25,0.00518747711260258,0 +"6933","2015-02-09 13:23:00",21.29,33.03,13,1189.66666666667,0.00517709328018398,0 +"6934","2015-02-09 13:24:00",21.29,33,13,1175.75,0.00517235200468599,0 +"6935","2015-02-09 13:25:00",21.29,33,13,1169,0.00517235200468599,0 +"6936","2015-02-09 13:25:59",21.29,33,13,1161.33333333333,0.00517235200468599,0 +"6937","2015-02-09 13:27:00",21.29,33,13,1159,0.00517235200468599,0 +"6938","2015-02-09 13:27:59",21.2675,32.95,13,1159.75,0.00515726859274351,0 +"6939","2015-02-09 13:28:59",21.2,32.9,13,1151.66666666667,0.0051279196436793,0 +"6940","2015-02-09 13:30:00",21.2,32.9,13,1138.4,0.0051279196436793,0 +"6941","2015-02-09 13:31:00",21.2,32.9,13,1128.25,0.0051279196436793,0 +"6942","2015-02-09 13:32:00",21.2,32.8725,13,1132.25,0.00512359808150685,0 +"6943","2015-02-09 13:33:00",21.2,32.79,13,1115.5,0.00511063375234271,0 +"6944","2015-02-09 13:34:00",21.1666666666667,32.79,167,1117.33333333333,0.00510010217200739,0 +"6945","2015-02-09 13:34:59",21.15,32.845,365.75,1121,0.00510345948364146,1 +"6946","2015-02-09 13:36:00",21.2,32.745,454,1108,0.00510356252599249,1 +"6947","2015-02-09 13:37:00",21.1333333333333,32.79,454,1094,0.00508958977608224,1 +"6948","2015-02-09 13:38:00",21.15,32.9,454,1106,0.00511207562615001,1 +"6949","2015-02-09 13:38:59",21.2,32.845,454,1104.25,0.00511927657889409,1 +"6950","2015-02-09 13:40:00",21.2,32.845,454,1102,0.00511927657889409,1 +"6951","2015-02-09 13:40:59",21.2,32.9,454,1113.75,0.0051279196436793,1 +"6952","2015-02-09 13:41:59",21.2,32.9,454,1113,0.0051279196436793,1 +"6953","2015-02-09 13:43:00",21.2,32.9,454,1117.33333333333,0.0051279196436793,1 +"6954","2015-02-09 13:44:00",21.2,32.9,454,1110.75,0.0051279196436793,1 +"6955","2015-02-09 13:45:00",21.2,32.9,461.5,1113.25,0.0051279196436793,1 +"6956","2015-02-09 13:46:00",21.2,32.9,469,1116,0.0051279196436793,1 +"6957","2015-02-09 13:46:59",21.245,32.925,469,1123.25,0.00514615613719146,1 +"6958","2015-02-09 13:47:59",21.2675,32.9725,469,1122.66666666667,0.00516081946773821,1 +"6959","2015-02-09 13:49:00",21.245,32.95,469,1122.2,0.00515009597453412,1 +"6960","2015-02-09 13:50:00",21.29,32.9666666666667,467.333333333333,1123.33333333333,0.00516708400487401,1 +"6961","2015-02-09 13:51:00",21.245,32.925,474.5,1126.5,0.00514615613719146,1 +"6962","2015-02-09 13:52:00",21.26,32.9666666666667,478,1125.33333333333,0.00515750578367724,1 +"6963","2015-02-09 13:53:00",21.29,33,474.5,1119.5,0.00517235200468599,1 +"6964","2015-02-09 13:53:59",21.29,33,478,1125,0.00517235200468599,1 +"6965","2015-02-09 13:54:59",21.29,32.975,464,1124.75,0.00516840099653028,1 +"6966","2015-02-09 13:56:00",21.29,32.975,469.25,1130.5,0.00516840099653028,1 +"6967","2015-02-09 13:57:00",21.29,32.95,474.5,1131.5,0.00516445003815471,1 +"6968","2015-02-09 13:58:00",21.29,32.95,474.5,1129.5,0.00516445003815471,1 +"6969","2015-02-09 13:59:00",21.29,32.9333333333333,472.666666666667,1127.66666666667,0.00516181609355951,1 +"6970","2015-02-09 13:59:59",21.34,32.975,474.5,1131,0.00518440374947686,1 +"6971","2015-02-09 14:00:59",21.29,33.05,451.5,1129,0.00518025417034164,1 +"6972","2015-02-09 14:02:00",21.29,33.2225,459,1147.25,0.00520751817048702,1 +"6973","2015-02-09 14:03:00",21.29,33.045,459,1143.5,0.00517946394481527,1 +"6974","2015-02-09 14:04:00",21.365,33.1725,466.5,1149.5,0.00522378213587924,1 +"6975","2015-02-09 14:05:00",21.39,33.3725,469.25,1164,0.00526367006498669,1 +"6976","2015-02-09 14:06:00",21.39,33.5,464,1171.66666666667,0.00528395080948412,1 +"6977","2015-02-09 14:06:59",21.39,33.545,475.25,1176.5,0.00529110903242173,1 +"6978","2015-02-09 14:08:00",21.39,33.6633333333333,484,1184.66666666667,0.0053099332872336,1 +"6979","2015-02-09 14:09:00",21.39,33.7,482.75,1187.75,0.00531576638419822,1 +"6980","2015-02-09 14:10:00",21.39,33.7225,484,1198.25,0.00531934583831589,1 +"6981","2015-02-09 14:10:59",21.4175,33.87,484,1202.75,0.00535190062568885,1 +"6982","2015-02-09 14:12:00",21.4725,33.95,474,1218,0.00538291241046043,1 +"6983","2015-02-09 14:12:59",21.4633333333333,33.9666666666667,479,1221.33333333333,0.00538252890716354,1 +"6984","2015-02-09 14:13:59",21.5,34.045,489,1226,0.00540728327857935,1 +"6985","2015-02-09 14:15:00",21.5,34.045,489,1230.25,0.00540728327857935,1 +"6986","2015-02-09 14:16:00",21.5,34.0675,489,1235.5,0.00541088798556478,1 +"6987","2015-02-09 14:17:00",21.5,34.045,489,1240,0.00540728327857935,1 +"6988","2015-02-09 14:18:00",21.5,34.09,489,1242,0.00541449273397144,1 +"6989","2015-02-09 14:19:00",21.5,34.2,479,1242,0.00543211654468858,1 +"6990","2015-02-09 14:19:59",21.525,34.2,477.75,1249,0.0054405104018201,1 +"6991","2015-02-09 14:21:00",21.5,34.26,487.333333333333,1260.33333333333,0.00544172994966993,1 +"6992","2015-02-09 14:22:00",21.5,34.245,484,1259.25,0.00543932657080691,1 +"6993","2015-02-09 14:23:00",21.525,34.295,479,1261,0.00545575548740607,1 +"6994","2015-02-09 14:23:59",21.6,34.29,489,1272.5,0.00548027113323906,1 +"6995","2015-02-09 14:25:00",21.5666666666667,34.29,484,1271,0.00546900587411334,1 +"6996","2015-02-09 14:25:59",21.6,34.345,474,1276.25,0.00548913887583278,1 +"6997","2015-02-09 14:26:59",21.6333333333333,35.2566666666667,465.666666666667,1457.66666666667,0.00564777464606213,1 +"6998","2015-02-09 14:28:00",21.625,34.77,476.5,1423.75,0.00556625377486167,1 +"6999","2015-02-09 14:29:00",21.6666666666667,34.6566666666667,479,1342.66666666667,0.00556223213067862,1 +"7000","2015-02-09 14:30:00",21.65,34.7675,474,1341.75,0.00557444404577417,1 +"7001","2015-02-09 14:31:00",21.6333333333333,34.6933333333333,480.666666666667,1345,0.00555672795536732,1 +"7002","2015-02-09 14:31:59",21.7,34.8175,477.75,1353.75,0.00559978131288192,1 +"7003","2015-02-09 14:32:59",21.6666666666667,34.83,489,1355.33333333333,0.00559030134444052,1 +"7004","2015-02-09 14:34:00",21.7,35.0225,474,1369.5,0.00563305054400117,1 +"7005","2015-02-09 14:35:00",21.7,35.0225,489,1383.25,0.00563305054400117,1 +"7006","2015-02-09 14:36:00",21.7,35,472.75,1399.75,0.0056293988707038,1 +"7007","2015-02-09 14:37:00",21.7,35.09,472.333333333333,1398.33333333333,0.00564400581885173,1 +"7008","2015-02-09 14:38:00",21.745,35.24,479,1418.5,0.00568410854617175,1 +"7009","2015-02-09 14:38:59",21.7,35.26,474,1428.66666666667,0.00567159857602907,1 +"7010","2015-02-09 14:39:59",21.7,35.345,464,1441,0.00568539586442128,1 +"7011","2015-02-09 14:41:00",21.73,35.4,464,1440,0.00570487229439401,1 +"7012","2015-02-09 14:42:00",21.745,35.475,474.5,1453,0.00572236207822592,1 +"7013","2015-02-09 14:43:00",21.7675,35.5675,464,1464.25,0.00574538797050582,1 +"7014","2015-02-09 14:44:00",21.76,35.59,464,1469,0.00574639750709881,1 +"7015","2015-02-09 14:44:59",21.79,35.645,464,1471,0.00576601766766884,1 +"7016","2015-02-09 14:45:59",21.79,35.6725,464,1477,0.00577050740121563,1 +"7017","2015-02-09 14:47:00",21.79,35.6725,464,1483.5,0.00577050740121563,1 +"7018","2015-02-09 14:48:00",21.79,35.845,474.5,1496.5,0.00579867174021067,1 +"7019","2015-02-09 14:49:00",21.815,35.845,470.75,1498,0.0058076172727972,1 +"7020","2015-02-09 14:50:00",21.79,35.8633333333333,467.333333333333,1503.66666666667,0.00580166520016687,1 +"7021","2015-02-09 14:51:00",21.84,35.95,466.75,1513,0.00583377318526353,1 +"7022","2015-02-09 14:51:59",21.84,35.9,466.5,1520.5,0.00582558346111598,1 +"7023","2015-02-09 14:53:00",21.84,36.0225,469,1540,0.00584564866480374,1 +"7024","2015-02-09 14:54:00",21.84,36.145,465.25,1541,0.0058657151510938,1 +"7025","2015-02-09 14:55:00",21.865,36.24,454,1565,0.0058903484748188,1 +"7026","2015-02-09 14:55:59",21.89,36.29,457,1579.2,0.00590764822460584,1 +"7027","2015-02-09 14:57:00",21.89,36.3266666666667,464,1580,0.005913673940416,1 +"7028","2015-02-09 14:57:59",21.89,36.425,457.75,1581,0.0059298343856187,1 +"7029","2015-02-09 14:58:59",21.89,36.53,454,1592.66666666667,0.00594709137258928,1 +"7030","2015-02-09 15:00:00",21.89,36.53,454,1600.66666666667,0.00594709137258928,1 +"7031","2015-02-09 15:01:00",21.89,36.5725,455.5,1605.25,0.00595407661317183,1 +"7032","2015-02-09 15:02:00",21.89,36.595,453.25,1616.5,0.00595777474463141,1 +"7033","2015-02-09 15:03:00",21.89,36.59,449.5,1625,0.00595695293387614,1 +"7034","2015-02-09 15:04:00",21.89,36.6633333333333,453,1630,0.00596900637387035,1 +"7035","2015-02-09 15:04:59",21.89,36.645,449.5,1636.5,0.00596599297049162,1 +"7036","2015-02-09 15:06:00",21.89,36.7,449.5,1649.25,0.00597503326739067,1 +"7037","2015-02-09 15:07:00",21.89,36.76,453,1661.66666666667,0.0059848957063279,1 +"7038","2015-02-09 15:08:00",21.89,36.8333333333333,460,1665,0.00599695021906207,1 +"7039","2015-02-09 15:08:59",21.89,36.8725,456,1662.25,0.00600338861431929,1 +"7040","2015-02-09 15:10:00",21.89,36.845,456,1667.5,0.00599886802512078,1 +"7041","2015-02-09 15:10:59",21.9175,36.845,444,1682.75,0.0060090439542928,1 +"7042","2015-02-09 15:11:59",21.89,36.95,444,1684,0.00601612880676526,1 +"7043","2015-02-09 15:13:00",21.9175,37.09,444,1689.5,0.00604938956720005,1 +"7044","2015-02-09 15:14:00",21.945,37.045,444,1695,0.00605222635635452,1 +"7045","2015-02-09 15:15:00",21.89,37.0675,444,1707.5,0.00603544556839896,1 +"7046","2015-02-09 15:16:00",21.89,37,444,1714.33333333333,0.00602434856009213,1 +"7047","2015-02-09 15:16:59",21.945,36.95,444,1715.2,0.00603655510390638,1 +"7048","2015-02-09 15:17:59",21.89,37.1633333333333,444,1718.33333333333,0.00605120125383608,1 +"7049","2015-02-09 15:19:00",21.9175,37.15,440.25,1727.5,0.0060592709156912,1 +"7050","2015-02-09 15:20:00",21.89,37.06,444,1722.66666666667,0.00603421254811,1 +"7051","2015-02-09 15:21:00",21.9175,37.145,444,1716.25,0.00605844745810765,1 +"7052","2015-02-09 15:22:00",21.945,37.2,444,1723.5,0.00607779692098183,1 +"7053","2015-02-09 15:23:00",21.9175,37.24,444,1735,0.00607409352144347,1 +"7054","2015-02-09 15:23:59",21.89,37.3975,444,1744.75,0.00608970325469176,1 +"7055","2015-02-09 15:24:59",21.945,37.425,444,1748,0.00611491918775131,1 +"7056","2015-02-09 15:26:00",21.9266666666667,37.4,439,1752.33333333333,0.00610389406579333,1 +"7057","2015-02-09 15:27:00",21.945,37.45,444,1757.75,0.0061190441549368,1 +"7058","2015-02-09 15:28:00",21.9175,37.2725,444,1762,0.00607944630102008,1 +"7059","2015-02-09 15:29:00",21.945,37.4,444,1762.5,0.00611079427474422,1 +"7060","2015-02-09 15:29:59",21.945,37.475,444,1763.25,0.00612316917630176,1 +"7061","2015-02-09 15:30:59",21.9266666666667,37.4633333333333,444,1767,0.0061143320359338,1 +"7062","2015-02-09 15:32:00",21.89,37.4725,444,1774.5,0.00610203585451183,1 +"7063","2015-02-09 15:33:00",21.945,37.425,444,1780,0.00611491918775131,1 +"7064","2015-02-09 15:34:00",21.89,37.495,444,1785,0.00610573572889759,1 +"7065","2015-02-09 15:35:00",22,37.545,432.75,1792,0.00615554360088436,1 +"7066","2015-02-09 15:36:00",21.9633333333333,37.56,434,1798.33333333333,0.0061441318990109,1 +"7067","2015-02-09 15:36:59",22,37.6725,440.25,1802,0.0061766549455363,1 +"7068","2015-02-09 15:38:00",22,37.59,444,1813.25,0.00616299450167052,1 +"7069","2015-02-09 15:39:00",22,37.6633333333333,439,1815.5,0.00617513708910003,1 +"7070","2015-02-09 15:40:00",22,37.6725,440.25,1814.75,0.0061766549455363,1 +"7071","2015-02-09 15:40:59",21.9725,37.6725,440.25,1828,0.00616619901235127,1 +"7072","2015-02-09 15:42:00",21.9725,37.745,444,1837.5,0.00617818361300241,1 +"7073","2015-02-09 15:42:59",21.9633333333333,37.56,439,1828.33333333333,0.0061441318990109,1 +"7074","2015-02-09 15:43:59",22,37.6266666666667,439,1817,0.00616906573670584,1 +"7075","2015-02-09 15:45:00",21.9725,37.9,444,1819,0.00620380739667747,1 +"7076","2015-02-09 15:46:00",21.9725,37.795,444,1826.5,0.00618644912127627,1 +"7077","2015-02-09 15:47:00",21.89,37.7,444,1823.5,0.00613944770340126,1 +"7078","2015-02-09 15:48:00",22,37.95,444,1832.75,0.00622260807187049,1 +"7079","2015-02-09 15:49:00",22,37.79,444,1847,0.00619611175494833,1 +"7080","2015-02-09 15:49:59",21.9725,37.9475,444,1845.5,0.00621166026498338,1 +"7081","2015-02-09 15:51:00",21.9633333333333,37.8966666666667,444,1846.66666666667,0.00619975336647141,1 +"7082","2015-02-09 15:52:00",22,37.945,444,1848.25,0.00622178002813395,1 +"7083","2015-02-09 15:53:00",22,38.03,444,1850,0.00623585706852875,1 +"7084","2015-02-09 15:53:59",22,38.09,444,1860.5,0.00624579418276272,1 +"7085","2015-02-09 15:55:00",21.9633333333333,38.09,444,1866.66666666667,0.00623169885995895,1 +"7086","2015-02-09 15:55:59",22,38.1633333333333,444,1868.33333333333,0.00625793997152168,1 +"7087","2015-02-09 15:56:59",22,38.1175,444,1875.5,0.00625034879851373,1 +"7088","2015-02-09 15:58:00",22,38.145,444,1879.25,0.00625490348030474,1 +"7089","2015-02-09 15:59:00",22,38.23,439,1888.66666666667,0.00626898200519979,1 +"7090","2015-02-09 16:00:00",22,38.4,444,1896.33333333333,0.00629714094798342,1 +"7091","2015-02-09 16:01:00",22,38.2725,432.75,1895,0.00627602150426355,1 +"7092","2015-02-09 16:01:59",22,38.2966666666667,429,1895.66666666667,0.00628002442702627,1 +"7093","2015-02-09 16:02:59",22,38.37,441,1904,0.00629217153937121,1 +"7094","2015-02-09 16:04:00",22,38.3975,438,1909.75,0.00629672682759661,1 +"7095","2015-02-09 16:05:00",22,38.345,438,1911,0.00628803042557613,1 +"7096","2015-02-09 16:06:00",22,38.4666666666667,441,1915.66666666667,0.00630818435968092,1 +"7097","2015-02-09 16:07:00",22,38.47,438,1932.25,0.00630873654045642,1 +"7098","2015-02-09 16:08:00",22,38.5675,438,1933.75,0.00632488825753033,1 +"7099","2015-02-09 16:08:59",22,38.59,438,1940,0.00632861569478429,1 +"7100","2015-02-09 16:09:59",22,38.5675,438,1938.25,0.00632488825753033,1 +"7101","2015-02-09 16:11:00",22,38.56,441,1935.33333333333,0.00632364578827334,1 +"7102","2015-02-09 16:12:00",22.025,38.7,438,1943.5,0.00635662329742464,1 +"7103","2015-02-09 16:13:00",22,38.645,438,1940,0.00633772739425564,1 +"7104","2015-02-09 16:14:00",22,38.6175,438,1949.25,0.00633317151148691,1 +"7105","2015-02-09 16:14:59",22.05,38.7675,438,1950.75,0.00637763866819206,1 +"7106","2015-02-09 16:15:59",22.0666666666667,38.79,441,1955.33333333333,0.00638793259011949,1 +"7107","2015-02-09 16:17:00",22.05,38.69,438,1962.75,0.00636475868629979,1 +"7108","2015-02-09 16:18:00",22.025,38.8,438,1959.25,0.00637321698051136,1 +"7109","2015-02-09 16:19:00",22.0333333333333,38.6566666666667,441,1968.33333333333,0.00635269352352418,1 +"7110","2015-02-09 16:20:00",22.075,38.745,438,1974.5,0.00638372156712843,1 +"7111","2015-02-09 16:21:00",22.075,38.895,438,1981.25,0.00640869057740842,1 +"7112","2015-02-09 16:21:59",22.1,38.845,438,1972.5,0.00641022896600429,1 +"7113","2015-02-09 16:23:00",22.1,39,438,1984.5,0.00643607184150235,1 +"7114","2015-02-09 16:24:00",22.075,38.8975,438,1991.75,0.00640910674439121,1 +"7115","2015-02-09 16:25:00",22.05,38.9975,438,1994.25,0.00641586623953859,1 +"7116","2015-02-09 16:25:59",22.1,39.045,438,2008.25,0.00644357500993623,1 +"7117","2015-02-09 16:27:00",22.0666666666667,39.0266666666667,441,2014.33333333333,0.00642730956096891,1 +"7118","2015-02-09 16:27:59",22.1,39.0425,442.5,2014,0.00644315816254509,1 +"7119","2015-02-09 16:28:59",22.1,39,447,2016.33333333333,0.00643607184150235,1 +"7120","2015-02-09 16:30:00",22.1,38.97,443.5,2011.25,0.00643106982874839,1 +"7121","2015-02-09 16:31:00",22.1,38.76,447,2003.33333333333,0.00639605796889285,1 +"7122","2015-02-09 16:32:00",22.1,38.69,447,1995,0.00638438821586721,1 +"7123","2015-02-09 16:33:00",22.1,38.845,447,2005,0.00641022896600429,1 +"7124","2015-02-09 16:34:00",22.1,38.8,447,2012.75,0.00640272659380053,1 +"7125","2015-02-09 16:34:59",22.1,38.79,447,2011.5,0.00640105942430457,1 +"7126","2015-02-09 16:36:00",22.1,38.745,447,1993.75,0.00639355727104188,1 +"7127","2015-02-09 16:37:00",22.1,38.79,447,1989,0.00640105942430457,1 +"7128","2015-02-09 16:38:00",22.1,38.8225,447,1993.5,0.00640647775751022,1 +"7129","2015-02-09 16:38:59",22.1,38.845,447,1995.5,0.00641022896600429,1 +"7130","2015-02-09 16:40:00",22.1,38.73,447,1981.66666666667,0.00639105659309384,1 +"7131","2015-02-09 16:40:59",22.1,38.834,447,1982,0.0064083950362563,1 +"7132","2015-02-09 16:41:59",22.1,38.79,447,1990.8,0.00640105942430457,1 +"7133","2015-02-09 16:43:00",22.1,38.8633333333333,442.333333333333,1995.33333333333,0.00641328553937146,1 +"7134","2015-02-09 16:44:00",22.1,38.6225,436.5,1989.25,0.00637313565021581,1 +"7135","2015-02-09 16:45:00",22.1,38.6175,436.5,1950.75,0.00637230214286585,1 +"7136","2015-02-09 16:46:00",22.1,38.7675,436.5,1962.25,0.00639730832528201,1 +"7137","2015-02-09 16:46:59",22.1,38.7,433,1974.5,0.00638605529690565,1 +"7138","2015-02-09 16:47:59",22.1,38.745,433,1988,0.00639355727104188,1 +"7139","2015-02-09 16:49:00",22.1,38.845,433,1987,0.00641022896600429,1 +"7140","2015-02-09 16:50:00",22.1,38.845,433,2000.25,0.00641022896600429,1 +"7141","2015-02-09 16:51:00",22.1,38.79,433,2000,0.00640105942430457,1 +"7142","2015-02-09 16:52:00",22.1,38.8266666666667,433,2001,0.00640717242237104,1 +"7143","2015-02-09 16:53:00",22.1,38.79,433,1997.5,0.00640105942430457,1 +"7144","2015-02-09 16:53:59",22.1,38.845,433,1997.5,0.00641022896600429,1 +"7145","2015-02-09 16:54:59",22.1,38.845,433,2007.5,0.00641022896600429,1 +"7146","2015-02-09 16:56:00",22.1,38.79,433,2007,0.00640105942430457,1 +"7147","2015-02-09 16:57:00",22.1,38.8725,433,1997.5,0.0064148138372054,1 +"7148","2015-02-09 16:58:00",22.1,38.95,433,2001,0.00642773519781588,1 +"7149","2015-02-09 16:59:00",22.1,38.9475,433,2010.5,0.0064273183714376,1 +"7150","2015-02-09 16:59:59",22.1,39,433,2005,0.00643607184150235,1 +"7151","2015-02-09 17:00:59",22.1,39,433,2007.66666666667,0.00643607184150235,1 +"7152","2015-02-09 17:02:00",22.1,38.9725,433,2008.25,0.00643148666010325,1 +"7153","2015-02-09 17:03:00",22.1,39.0225,433,2012.25,0.00643982340332354,1 +"7154","2015-02-09 17:04:00",22.1,39,433,2027.5,0.00643607184150235,1 +"7155","2015-02-09 17:05:00",22.1,39,433,2028.5,0.00643607184150235,1 +"7156","2015-02-09 17:06:00",22.1,38.975,433,2021.75,0.00643190349201108,1 +"7157","2015-02-09 17:06:59",22.1,39,433,2012.5,0.00643607184150235,1 +"7158","2015-02-09 17:08:00",22.1,38.975,433,2007,0.00643190349201108,1 +"7159","2015-02-09 17:09:00",22.1,39.0225,433,2008.25,0.00643982340332354,1 +"7160","2015-02-09 17:10:00",22.1,39.045,433,2019.25,0.00644357500993623,1 +"7161","2015-02-09 17:10:59",22.1,39.03,433,2028,0.00644107393388423,1 +"7162","2015-02-09 17:12:00",22.1,39.0675,433,2015.5,0.00644732666134124,1 +"7163","2015-02-09 17:12:59",22.1,39,433,2010.33333333333,0.00643607184150235,1 +"7164","2015-02-09 17:13:59",22.1,39.0225,433,2019,0.00643982340332354,1 +"7165","2015-02-09 17:15:00",22.1,39.0675,433,2022.5,0.00644732666134124,1 +"7166","2015-02-09 17:16:00",22.1,39.03,433,2016,0.00644107393388423,1 +"7167","2015-02-09 17:17:00",22.1,39.09,433,2013,0.00645107835753937,1 +"7168","2015-02-09 17:18:00",22.1,39.09,433,2017.25,0.00645107835753937,1 +"7169","2015-02-09 17:19:00",22.1,39.1175,433,2012.5,0.00645566382483507,1 +"7170","2015-02-09 17:19:59",22.1,39.09,433,2026,0.00645107835753937,1 +"7171","2015-02-09 17:21:00",22.1333333333333,39.09,433,2023,0.00646433289198431,1 +"7172","2015-02-09 17:22:00",22.1,39.09,433,2027.5,0.00645107835753937,1 +"7173","2015-02-09 17:23:00",22.1,39.0675,433,2025.25,0.00644732666134124,1 +"7174","2015-02-09 17:23:59",22.1,39.0675,433,2028.25,0.00644732666134124,1 +"7175","2015-02-09 17:25:00",22.1,38.7966666666667,433,2012.33333333333,0.00640217086965231,1 +"7176","2015-02-09 17:25:59",22.1,38.86,433,1998.33333333333,0.00641272979654761,1 +"7177","2015-02-09 17:26:59",22.1,38.7225,426,1984.25,0.00638980626158335,1 +"7178","2015-02-09 17:28:00",22.1,38.9,413.666666666667,1973.33333333333,0.00641939877530929,1 +"7179","2015-02-09 17:29:00",22.175,38.9725,328,1986.5,0.0064612516694346,1 +"7180","2015-02-09 17:30:00",22.175,38.895,397,1984.75,0.00644826973999343,1 +"7181","2015-02-09 17:31:00",22.23,38.93,403.666666666667,1995,0.00647601323671025,1 +"7182","2015-02-09 17:31:59",22.245,38.87,419,1995.75,0.00647189793037149,1 +"7183","2015-02-09 17:32:59",22.245,38.695,419,1994.5,0.00644245843905562,1 +"7184","2015-02-09 17:34:00",22.29,38.59,419,1992.5,0.00644260186073005,1 +"7185","2015-02-09 17:35:00",22.2675,38.62,433,1978.75,0.00643874686034003,1 +"7186","2015-02-09 17:36:00",22.2,38.4,433,1959,0.00637516515570553,1 +"7187","2015-02-09 17:37:00",22.2,38.45,433,1954,0.00638355134466451,1 +"7188","2015-02-09 17:38:00",22.2,38.4333333333333,429.5,1943.5,0.0063807559234737,1 +"7189","2015-02-09 17:38:59",22.2,38.4,433,1923.75,0.00637516515570553,1 +"7190","2015-02-09 17:39:59",22.15,38.425,433,1917.5,0.0063597593406323,1 +"7191","2015-02-09 17:41:00",22.125,38.45,433,1926,0.00635415352427576,1 +"7192","2015-02-09 17:42:00",22.1,38.4,433,1927.5,0.0063360467132003,1 +"7193","2015-02-09 17:43:00",22.125,38.3175,433,1921.75,0.00633203398611987,1 +"7194","2015-02-09 17:44:00",22.1,38.29,433,1917.5,0.00631771222677822,1 +"7195","2015-02-09 17:44:59",22.1,38.29,433,1901.75,0.00631771222677822,1 +"7196","2015-02-09 17:45:59",22.1,38.29,433,1893.33333333333,0.00631771222677822,1 +"7197","2015-02-09 17:47:00",22.1,38.27875,430.666666666667,1893.83333333333,0.00631583716915922,1 +"7198","2015-02-09 17:48:00",22.1,38.2675,428.333333333333,1894.33333333333,0.00631396212273147,1 +"7199","2015-02-09 17:49:00",22.1,38.2,433,1880,0.00630271207917561,1 +"7200","2015-02-09 17:50:00",22.1,38.1175,429.5,1871.25,0.00628896257303204,1 +"7201","2015-02-09 17:51:00",22.1,38.145,433,1863.75,0.00629354567488201,1 +"7202","2015-02-09 17:51:59",22.1,38.09,433,1859.33333333333,0.00628437953804466,1 +"7203","2015-02-09 17:53:00",22.1,38.09,423.666666666667,1855,0.00628437953804466,1 +"7204","2015-02-09 17:54:00",22.1,38.09,429.5,1851.25,0.00628437953804466,1 +"7205","2015-02-09 17:55:00",22.1,38.0675,429.5,1845,0.00628062983187738,1 +"7206","2015-02-09 17:55:59",22.1,37.975,433,1839.25,0.00626521484341078,1 +"7207","2015-02-09 17:57:00",22.1,37.95,426,1831,0.0062610487601564,1 +"7208","2015-02-09 17:57:59",22.1,37.9333333333333,428.333333333333,1830,0.00625827140201521,1 +"7209","2015-02-09 17:58:59",22.1,37.925,429.5,1826,0.00625688273215301,1 +"7210","2015-02-09 18:00:00",22.075,37.8975,433,1819.25,0.00624268392678853,1 +"7211","2015-02-09 18:01:00",22.1,37.9,426,1803.25,0.0062527167593995,1 +"7212","2015-02-09 18:02:00",22.1,37.8175,426,1801.75,0.00623896944129705,1 +"7213","2015-02-09 18:03:00",22.0666666666667,37.76,423.666666666667,1796.66666666667,0.00621661703229087,1 +"7214","2015-02-09 18:04:00",22.1,37.79,209.5,1788.5,0.0062343871356248,1 +"7215","2015-02-09 18:04:59",22.1,37.69,0,1784.5,0.00621772476938492,0 +"7216","2015-02-09 18:06:00",22.0333333333333,37.5966666666667,0,1774,0.00617676718976279,0 +"7217","2015-02-09 18:07:00",22,37.59,0,1755.5,0.00616299450167052,0 +"7218","2015-02-09 18:08:00",22.05,37.645,0,1742,0.0061911382176895,0 +"7219","2015-02-09 18:08:59",22,37.59,0,1742,0.00616299450167052,0 +"7220","2015-02-09 18:10:00",22,37.56,0,1737,0.00615802721484007,0 +"7221","2015-02-09 18:10:59",21.89,37.5,0,1729.5,0.006106557929125,0 +"7222","2015-02-09 18:11:59",21.89,37.5,0,1722,0.006106557929125,0 +"7223","2015-02-09 18:13:00",21.89,37.45,0,1706.75,0.00609833602371425,0 +"7224","2015-02-09 18:14:00",21.89,37.4,0,1697,0.00609011433354991,0 +"7225","2015-02-09 18:15:00",21.89,37.4,0,1694,0.00609011433354991,0 +"7226","2015-02-09 18:16:00",21.84,37.345,0,1682,0.00606235265969029,0 +"7227","2015-02-09 18:16:59",21.79,37.29,0,1678,0.00603469838933611,0 +"7228","2015-02-09 18:17:59",21.79,37.29,0,1661.5,0.00603469838933611,0 +"7229","2015-02-09 18:19:00",21.79,37.2,0,1660.5,0.00601999258511133,0 +"7230","2015-02-09 18:20:00",21.79,37.2,0,1640.5,0.00601999258511133,0 +"7231","2015-02-09 18:21:00",21.73,37.1266666666667,0,1629,0.00598581037832928,0 +"7232","2015-02-09 18:22:00",21.745,37.145,0,1627,0.00599434068599531,0 +"7233","2015-02-09 18:23:00",21.7,37.145,0,1623.5,0.00597771623243678,0 +"7234","2015-02-09 18:23:59",21.7,37.045,0,1585,0.00596146906918631,0 +"7235","2015-02-09 18:24:59",21.7,37,0,1573,0.00595415811999865,0 +"7236","2015-02-09 18:26:00",21.7,37,0,1545.66666666667,0.00595415811999865,0 +"7237","2015-02-09 18:27:00",21.6333333333333,36.9333333333333,0,1544.33333333333,0.00591891616329108,0 +"7238","2015-02-09 18:28:00",21.6,36.9,0,1536,0.0059013622776979,0 +"7239","2015-02-09 18:29:00",21.6,36.925,0,1534.25,0.00590539845049522,0 +"7240","2015-02-09 18:29:59",21.6,36.9,0,1530,0.0059013622776979,0 +"7241","2015-02-09 18:30:59",21.55,36.79,0,1517,0.00586545883536125,0 +"7242","2015-02-09 18:32:00",21.55,36.845,0,1512,0.00587431034246642,0 +"7243","2015-02-09 18:33:00",21.5333333333333,36.79,0,1508.33333333333,0.00585942154944413,0 +"7244","2015-02-09 18:34:00",21.55,36.745,0,1495,0.00585821687881246,0 +"7245","2015-02-09 18:35:00",21.5,36.79,0,1491,0.00584736347174871,0 +"7246","2015-02-09 18:36:00",21.5,36.7,0,1474.5,0.00583292482422426,0 +"7247","2015-02-09 18:36:59",21.5,36.7,0,1461.5,0.00583292482422426,0 +"7248","2015-02-09 18:38:00",21.5,36.7,0,1462.5,0.00583292482422426,0 +"7249","2015-02-09 18:39:00",21.39,36.59,0,1466,0.00577586195943773,0 +"7250","2015-02-09 18:40:00",21.445,36.6,0,1453.5,0.00579713925045352,0 +"7251","2015-02-09 18:40:59",21.39,36.59,0,1449,0.00577586195943773,0 +"7252","2015-02-09 18:42:00",21.39,36.5,0,1429,0.00576152354219283,0 +"7253","2015-02-09 18:42:59",21.39,36.5,0,1421,0.00576152354219283,0 +"7254","2015-02-09 18:43:59",21.39,36.5,0,1419,0.00576152354219283,0 +"7255","2015-02-09 18:45:00",21.34,36.5,0,1408,0.00574372990947641,0 +"7256","2015-02-09 18:46:00",21.29,36.4,0,1399.5,0.00571015326926369,0 +"7257","2015-02-09 18:47:00",21.29,36.4,0,1391,0.00571015326926369,0 +"7258","2015-02-09 18:48:00",21.29,36.5,0,1390,0.00572598491648893,0 +"7259","2015-02-09 18:49:00",21.29,36.4333333333333,0,1392.33333333333,0.00571543039627487,0 +"7260","2015-02-09 18:49:59",21.29,36.4,0,1381,0.00571015326926369,0 +"7261","2015-02-09 18:51:00",21.29,36.45,0,1381.5,0.005718068993054,0 +"7262","2015-02-09 18:52:00",21.2,36.29,0,1372,0.00566110700337774,0 +"7263","2015-02-09 18:53:00",21.2,36.245,0,1355,0.00565402335750479,0 +"7264","2015-02-09 18:53:59",21.2,36.2,0,1356,0.00564693987151898,0 +"7265","2015-02-09 18:55:00",21.2,36.2,0,1341,0.00564693987151898,0 +"7266","2015-02-09 18:55:59",21.2,36.2,0,1335.5,0.00564693987151898,0 +"7267","2015-02-09 18:56:59",21.2,36.2,0,1320.5,0.00564693987151898,0 +"7268","2015-02-09 18:58:00",21.2,36.2,0,1313,0.00564693987151898,0 +"7269","2015-02-09 18:59:00",21.1,36.2,0,1298,0.00561206354418701,0 +"7270","2015-02-09 19:00:00",21.1,36.2,0,1303,0.00561206354418701,0 +"7271","2015-02-09 19:01:00",21.1,36.2,0,1295,0.00561206354418701,0 +"7272","2015-02-09 19:01:59",21.1,36.145,0,1287,0.00560346011391267,0 +"7273","2015-02-09 19:02:59",21,36.09,0,1280,0.00556027858312086,0 +"7274","2015-02-09 19:04:00",21.05,36.145,0,1275.5,0.00558612038088222,0 +"7275","2015-02-09 19:05:00",21,36.09,0,1268,0.00556027858312086,0 +"7276","2015-02-09 19:06:00",21,36.145,0,1267.5,0.00556882813471963,0 +"7277","2015-02-09 19:07:00",21,36.09,0,1267,0.00556027858312086,0 +"7278","2015-02-09 19:08:00",21,36.1266666666667,0,1267.66666666667,0.00556597825830358,0 +"7279","2015-02-09 19:08:59",21,36.09,0,1265,0.00556027858312086,0 +"7280","2015-02-09 19:09:59",21,36.09,0,1256,0.00556027858312086,0 +"7281","2015-02-09 19:11:00",21,36.09,0,1250,0.00556027858312086,0 +"7282","2015-02-09 19:12:00",20.945,36.09,0,1249.5,0.00554134120040385,0 +"7283","2015-02-09 19:13:00",20.89,36.09,0,1243,0.00552246089912342,0 +"7284","2015-02-09 19:14:00",20.89,36.045,0,1237,0.00551551397806286,0 +"7285","2015-02-09 19:14:59",20.89,36,0,1227,0.0055085672108109,0 +"7286","2015-02-09 19:15:59",20.945,36,0,1206.5,0.00552739959367409,0 +"7287","2015-02-09 19:17:00",20.89,36,0,1211.66666666667,0.0055085672108109,0 +"7288","2015-02-09 19:18:00",20.89,36,0,1204,0.0055085672108109,0 +"7289","2015-02-09 19:19:00",20.89,35.95,0,1204,0.00550084876091754,0 +"7290","2015-02-09 19:20:00",20.89,35.9,0,1200,0.00549313050089804,0 +"7291","2015-02-09 19:21:00",20.89,35.9,0,1194,0.00549313050089804,0 +"7292","2015-02-09 19:21:59",20.8233333333333,35.8266666666667,0,1182.66666666667,0.00545917118307227,0 +"7293","2015-02-09 19:23:00",20.79,35.79,0,1169,0.0054422580579229,0 +"7294","2015-02-09 19:24:00",20.79,35.79,0,1161,0.0054422580579229,0 +"7295","2015-02-09 19:25:00",20.79,35.79,0,1158,0.0054422580579229,0 +"7296","2015-02-09 19:25:59",20.79,35.7,0,1165,0.00542845314196803,0 +"7297","2015-02-09 19:27:00",20.79,35.7,0,1152.5,0.00542845314196803,0 +"7298","2015-02-09 19:27:59",20.79,35.73,0,1145.66666666667,0.00543305471312266,0 +"7299","2015-02-09 19:28:59",20.7,35.7,0,1136.5,0.00539818592367348,0 +"7300","2015-02-09 19:30:00",20.7,35.7,0,1136,0.00539818592367348,0 +"7301","2015-02-09 19:31:00",20.7,35.7,0,1131,0.00539818592367348,0 +"7302","2015-02-09 19:32:00",20.7,35.7,0,1133.5,0.00539818592367348,0 +"7303","2015-02-09 19:33:00",20.7,35.7,0,1134,0.00539818592367348,0 +"7304","2015-02-09 19:34:00",20.7,35.59,0,1120,0.00538140895212765,0 +"7305","2015-02-09 19:34:59",20.7,35.59,0,1116,0.00538140895212765,0 +"7306","2015-02-09 19:36:00",20.7,35.59,0,1098,0.00538140895212765,0 +"7307","2015-02-09 19:37:00",20.7,35.59,0,1101.5,0.00538140895212765,0 +"7308","2015-02-09 19:38:00",20.7,35.59,0,1108,0.00538140895212765,0 +"7309","2015-02-09 19:38:59",20.7,35.5,0,1099,0.00536768300640675,0 +"7310","2015-02-09 19:40:00",20.7,35.4,0,1082,0.00535243265999211,0 +"7311","2015-02-09 19:40:59",20.7,35.5,0,1081,0.00536768300640675,0 +"7312","2015-02-09 19:41:59",20.7675,35.4,0,1078.25,0.00537492510513876,0 +"7313","2015-02-09 19:43:00",20.73,35.4,0,1065.66666666667,0.00536241900348995,0 +"7314","2015-02-09 19:44:00",20.7,35.345,0,1060,0.00534404528549227,0 +"7315","2015-02-09 19:45:00",20.7,35.29,0,1060.5,0.00533565813525907,0 +"7316","2015-02-09 19:46:00",20.7,35.29,0,1060,0.00533565813525907,0 +"7317","2015-02-09 19:46:59",20.7,35.29,0,1059,0.00533565813525907,0 +"7318","2015-02-09 19:47:59",20.7,35.29,0,1054,0.00533565813525907,0 +"7319","2015-02-09 19:49:00",20.7,35.29,0,1044,0.00533565813525907,0 +"7320","2015-02-09 19:50:00",20.7,35.29,0,1048,0.00533565813525907,0 +"7321","2015-02-09 19:51:00",20.6666666666667,35.26,0,1039.66666666667,0.00532005133449848,0 +"7322","2015-02-09 19:52:00",20.7,35.29,0,1029,0.00533565813525907,0 +"7323","2015-02-09 19:53:00",20.7,35.29,0,1031.5,0.00533565813525907,0 +"7324","2015-02-09 19:53:59",20.7,35.29,0,1020,0.00533565813525907,0 +"7325","2015-02-09 19:54:59",20.6666666666667,35.26,0,1019.33333333333,0.00532005133449848,0 +"7326","2015-02-09 19:56:00",20.6333333333333,35.23,0,1018,0.0053044838727835,0 +"7327","2015-02-09 19:57:00",20.6333333333333,35.23,0,1015.66666666667,0.0053044838727835,0 +"7328","2015-02-09 19:58:00",20.6,35.2,0,1008,0.00528895566376233,0 +"7329","2015-02-09 19:59:00",20.6,35.145,0,1004,0.00528062151134093,0 +"7330","2015-02-09 19:59:59",20.6,35.145,0,999,0.00528062151134093,0 +"7331","2015-02-09 20:00:59",20.6,35.09,0,1001,0.00527228758037146,0 +"7332","2015-02-09 20:02:00",20.6,35.09,0,1000,0.00527228758037146,0 +"7333","2015-02-09 20:03:00",20.6,35.09,0,1001,0.00527228758037146,0 +"7334","2015-02-09 20:04:00",20.6,35.09,0,985.5,0.00527228758037146,0 +"7335","2015-02-09 20:05:00",20.6,35.09,0,977,0.00527228758037146,0 +"7336","2015-02-09 20:06:00",20.6,35.09,0,974.5,0.00527228758037146,0 +"7337","2015-02-09 20:06:59",20.5,35,0,972,0.00522604254902212,0 +"7338","2015-02-09 20:08:00",20.6,35,0,964,0.00525865071643927,0 +"7339","2015-02-09 20:09:00",20.6,35,0,970.5,0.00525865071643927,0 +"7340","2015-02-09 20:10:00",20.5666666666667,35,0,964.666666666667,0.00524776139150477,0 +"7341","2015-02-09 20:10:59",20.55,35,0,956,0.00524232421091791,0 +"7342","2015-02-09 20:12:00",20.55,35,0,947.5,0.00524232421091791,0 +"7343","2015-02-09 20:12:59",20.5,34.95,0,943.5,0.0052185141368898,0 +"7344","2015-02-09 20:13:59",20.5,34.9,0,947,0.00521098590547799,0 +"7345","2015-02-09 20:15:00",20.5,34.9,0,921.5,0.00521098590547799,0 +"7346","2015-02-09 20:16:00",20.5,34.9,0,928,0.00521098590547799,0 +"7347","2015-02-09 20:17:00",20.5,34.9,0,926.5,0.00521098590547799,0 +"7348","2015-02-09 20:18:00",20.5,34.8633333333333,0,921.333333333333,0.00520546531729683,0 +"7349","2015-02-09 20:19:00",20.5,34.79,0,917,0.0051944244324762,0 +"7350","2015-02-09 20:19:59",20.5,34.9,0,916,0.00521098590547799,0 +"7351","2015-02-09 20:21:00",20.5,34.79,0,911,0.0051944244324762,0 +"7352","2015-02-09 20:22:00",20.5,34.79,0,912.5,0.0051944244324762,0 +"7353","2015-02-09 20:23:00",20.5,34.79,0,902,0.0051944244324762,0 +"7354","2015-02-09 20:23:59",20.5,34.79,0,893,0.0051944244324762,0 +"7355","2015-02-09 20:25:00",20.5,34.79,0,886,0.0051944244324762,0 +"7356","2015-02-09 20:25:59",20.5,34.745,0,890.5,0.00518764953651003,0 +"7357","2015-02-09 20:26:59",20.525,34.7,0,891.25,0.00518893912605085,0 +"7358","2015-02-09 20:28:00",20.5,34.59,0,882,0.00516431490400991,0 +"7359","2015-02-09 20:29:00",20.5,34.59,0,874.5,0.00516431490400991,0 +"7360","2015-02-09 20:30:00",20.5,34.59,0,872.5,0.00516431490400991,0 +"7361","2015-02-09 20:31:00",20.5,34.59,0,869,0.00516431490400991,0 +"7362","2015-02-09 20:31:59",20.5,34.59,0,868.5,0.00516431490400991,0 +"7363","2015-02-09 20:32:59",20.5,34.545,0,869.5,0.00515754065850527,0 +"7364","2015-02-09 20:34:00",20.5,34.5,0,865,0.00515076655934157,0 +"7365","2015-02-09 20:35:00",20.5,34.5,0,856.5,0.00515076655934157,0 +"7366","2015-02-09 20:36:00",20.5,34.5,0,853,0.00515076655934157,0 +"7367","2015-02-09 20:37:00",20.5,34.4,0,843,0.00513571352955725,0 +"7368","2015-02-09 20:38:00",20.55,34.4,0,839,0.00515171146123729,0 +"7369","2015-02-09 20:38:59",20.5,34.4,0,828,0.00513571352955725,0 +"7370","2015-02-09 20:39:59",20.5,34.4,0,833,0.00513571352955725,0 +"7371","2015-02-09 20:41:00",20.55,34.345,0,822,0.00514340660241916,0 +"7372","2015-02-09 20:42:00",20.5,34.29,0,816,0.0051191560313907,0 +"7373","2015-02-09 20:43:00",20.5,34.29,0,814.5,0.0051191560313907,0 +"7374","2015-02-09 20:44:00",20.5,34.245,0,807,0.00511238276140274,0 +"7375","2015-02-09 20:44:59",20.5,34.26,0,807,0.00511464050180856,0 +"7376","2015-02-09 20:45:59",20.5,34.2,0,796,0.00510560963772411,0 +"7377","2015-02-09 20:47:00",20.5,34.2,0,796.333333333333,0.00510560963772411,0 +"7378","2015-02-09 20:48:00",20.5,34.2,0,796.25,0.00510560963772411,0 +"7379","2015-02-09 20:49:00",20.5,34.09,0,795.5,0.00508905372909098,0 +"7380","2015-02-09 20:50:00",20.55,34.09,0,794.5,0.00510490513069162,0 +"7381","2015-02-09 20:51:00",20.5,34,0,793,0.0050755086358581,0 +"7382","2015-02-09 20:51:59",20.5,34.09,0,788.5,0.00508905372909098,0 +"7383","2015-02-09 20:53:00",20.5,34.09,0,788,0.00508905372909098,0 +"7384","2015-02-09 20:54:00",20.5,34.045,0,782,0.00508228110933041,0 +"7385","2015-02-09 20:55:00",20.5,34,0,771,0.0050755086358581,0 +"7386","2015-02-09 20:55:59",20.5,34.09,0,772.666666666667,0.00508905372909098,0 +"7387","2015-02-09 20:57:00",20.5,34.09,0,774,0.00508905372909098,0 +"7388","2015-02-09 20:57:59",20.5,34.09,0,767,0.00508905372909098,0 +"7389","2015-02-09 20:58:59",20.5,34,0,771,0.0050755086358581,0 +"7390","2015-02-09 21:00:00",20.5,34.0675,0,762.5,0.00508566740092436,0 +"7391","2015-02-09 21:01:00",20.5,34.09,0,756,0.00508905372909098,0 +"7392","2015-02-09 21:02:00",20.5,34.045,0,748.5,0.00508228110933041,0 +"7393","2015-02-09 21:03:00",20.5,34.045,0,751.5,0.00508228110933041,0 +"7394","2015-02-09 21:04:00",20.5,34,0,754,0.0050755086358581,0 +"7395","2015-02-09 21:04:59",20.5,34,0,752,0.0050755086358581,0 +"7396","2015-02-09 21:06:00",20.5,34,0,750.5,0.0050755086358581,0 +"7397","2015-02-09 21:07:00",20.5,34,0,757,0.0050755086358581,0 +"7398","2015-02-09 21:08:00",20.5,34,0,755,0.0050755086358581,0 +"7399","2015-02-09 21:08:59",20.5,33.9,0,744.5,0.00506045921853273,0 +"7400","2015-02-09 21:10:00",20.5,33.9,0,740,0.00506045921853273,0 +"7401","2015-02-09 21:10:59",20.5,33.9,0,726,0.00506045921853273,0 +"7402","2015-02-09 21:11:59",20.5,33.9,0,723,0.00506045921853273,0 +"7403","2015-02-09 21:13:00",20.5,33.8266666666667,0,722.666666666667,0.00504942343824823,0 +"7404","2015-02-09 21:14:00",20.5,33.79,0,726,0.00504390569377061,0 +"7405","2015-02-09 21:15:00",20.5,33.8725,0,723.75,0.00505632075540494,0 +"7406","2015-02-09 21:16:00",20.5,33.79,0,721.5,0.00504390569377061,0 +"7407","2015-02-09 21:16:59",20.5,33.79,0,716.5,0.00504390569377061,0 +"7408","2015-02-09 21:17:59",20.5,33.79,0,714,0.00504390569377061,0 +"7409","2015-02-09 21:19:00",20.5,33.79,0,719.5,0.00504390569377061,0 +"7410","2015-02-09 21:20:00",20.5,33.79,0,723,0.00504390569377061,0 +"7411","2015-02-09 21:21:00",20.5,33.76,0,704,0.00503939124778962,0 +"7412","2015-02-09 21:22:00",20.5,33.79,0,695,0.00504390569377061,0 +"7413","2015-02-09 21:23:00",20.5,33.7,0,694.333333333333,0.00503036255083722,0 +"7414","2015-02-09 21:23:59",20.5,33.7,0,692.5,0.00503036255083722,0 +"7415","2015-02-09 21:24:59",20.5,33.745,0,690.5,0.00503713404917558,0 +"7416","2015-02-09 21:26:00",20.5,33.745,0,687.5,0.00503713404917558,0 +"7417","2015-02-09 21:27:00",20.5,33.6266666666667,0,681.666666666667,0.00501932782987423,0 +"7418","2015-02-09 21:28:00",20.5,33.59,0,683,0.0050138106150364,0 +"7419","2015-02-09 21:29:00",20.5,33.59,0,684,0.0050138106150364,0 +"7420","2015-02-09 21:29:59",20.5,33.6266666666667,0,675.666666666667,0.00501932782987423,0 +"7421","2015-02-09 21:30:59",20.5,33.59,0,676,0.0050138106150364,0 +"7422","2015-02-09 21:32:00",20.5,33.59,0,678.5,0.0050138106150364,0 +"7423","2015-02-09 21:33:00",20.5,33.59,0,677,0.0050138106150364,0 +"7424","2015-02-09 21:34:00",20.5,33.59,0,678,0.0050138106150364,0 +"7425","2015-02-09 21:35:00",20.5,33.59,0,671,0.0050138106150364,0 +"7426","2015-02-09 21:36:00",20.5,33.59,0,675.333333333333,0.0050138106150364,0 +"7427","2015-02-09 21:36:59",20.5,33.59,0,673,0.0050138106150364,0 +"7428","2015-02-09 21:38:00",20.5,33.59,0,667,0.0050138106150364,0 +"7429","2015-02-09 21:39:00",20.5,33.59,0,663,0.0050138106150364,0 +"7430","2015-02-09 21:40:00",20.5,33.59,0,657,0.0050138106150364,0 +"7431","2015-02-09 21:40:59",20.5,33.59,0,650,0.0050138106150364,0 +"7432","2015-02-09 21:42:00",20.5,33.545,0,652,0.00500703962043473,0 +"7433","2015-02-09 21:42:59",20.5,33.59,0,653.5,0.0050138106150364,0 +"7434","2015-02-09 21:43:59",20.5,33.5,0,652,0.00500026877206866,0 +"7435","2015-02-09 21:45:00",20.5,33.5,0,647.5,0.00500026877206866,0 +"7436","2015-02-09 21:46:00",20.5,33.5,0,646,0.00500026877206866,0 +"7437","2015-02-09 21:47:00",20.5,33.5,0,645,0.00500026877206866,0 +"7438","2015-02-09 21:48:00",20.5,33.5,0,712.5,0.00500026877206866,0 +"7439","2015-02-09 21:49:00",20.5,33.5,0,759,0.00500026877206866,0 +"7440","2015-02-09 21:49:59",20.4633333333333,33.4666666666667,0,655.666666666667,0.00498387218170032,0 +"7441","2015-02-09 21:51:00",20.5,33.5,0,660.5,0.00500026877206866,0 +"7442","2015-02-09 21:52:00",20.5,33.5,0,657.5,0.00500026877206866,0 +"7443","2015-02-09 21:53:00",20.5,33.5,0,640,0.00500026877206866,0 +"7444","2015-02-09 21:53:59",20.5,33.5,0,641,0.00500026877206866,0 +"7445","2015-02-09 21:55:00",20.5,33.5,0,639,0.00500026877206866,0 +"7446","2015-02-09 21:55:59",20.5,33.5,0,634,0.00500026877206866,0 +"7447","2015-02-09 21:56:59",20.5,33.5,0,632,0.00500026877206866,0 +"7448","2015-02-09 21:58:00",20.5,33.45,0,637.5,0.00499274577872262,0 +"7449","2015-02-09 21:59:00",20.5,33.4,0,662,0.00498522296590201,0 +"7450","2015-02-09 22:00:00",20.5,33.4,0,646.5,0.00498522296590201,0 +"7451","2015-02-09 22:01:00",20.5,33.4,0,629,0.00498522296590201,0 +"7452","2015-02-09 22:01:59",20.5,33.4,0,622,0.00498522296590201,0 +"7453","2015-02-09 22:02:59",20.4633333333333,33.3633333333333,0,621.666666666667,0.00496836081313276,0 +"7454","2015-02-09 22:04:00",20.5,33.4,0,627,0.00498522296590201,0 +"7455","2015-02-09 22:05:00",20.5,33.29,0,630,0.00496867341311421,0 +"7456","2015-02-09 22:06:00",20.5,33.345,0,625.5,0.00497694808029848,0 +"7457","2015-02-09 22:07:00",20.5,33.4,0,617,0.00498522296590201,0 +"7458","2015-02-09 22:08:00",20.5,33.29,0,614.5,0.00496867341311421,0 +"7459","2015-02-09 22:08:59",20.5,33.29,0,613,0.00496867341311421,0 +"7460","2015-02-09 22:09:59",20.445,33.29,0,619,0.0049517016631172,0 +"7461","2015-02-09 22:11:00",20.5,33.29,0,1365,0.00496867341311421,0 +"7462","2015-02-09 22:12:00",20.5,33.29,0,894,0.00496867341311421,0 +"7463","2015-02-09 22:13:00",20.5,33.29,0,1101.33333333333,0.00496867341311421,0 +"7464","2015-02-09 22:14:00",20.5,33.29,0,1165,0.00496867341311421,0 +"7465","2015-02-09 22:14:59",20.5,33.29,0,622,0.00496867341311421,0 +"7466","2015-02-09 22:15:59",20.445,33.245,0,617.5,0.00494495495041682,0 +"7467","2015-02-09 22:17:00",20.5,33.29,0,610.5,0.00496867341311421,0 +"7468","2015-02-09 22:18:00",20.5,33.2675,0,602.75,0.00496528838494487,0 +"7469","2015-02-09 22:19:00",20.5,33.29,0,596.5,0.00496867341311421,0 +"7470","2015-02-09 22:20:00",20.5,33.29,0,598,0.00496867341311421,0 +"7471","2015-02-09 22:21:00",20.445,33.245,0,594,0.00494495495041682,0 +"7472","2015-02-09 22:21:59",20.445,33.245,0,593.5,0.00494495495041682,0 +"7473","2015-02-09 22:23:00",20.445,33.245,0,590,0.00494495495041682,0 +"7474","2015-02-09 22:24:00",20.445,33.19,0,582,0.00493670916541628,0 +"7475","2015-02-09 22:25:00",20.445,33.19,0,588.5,0.00493670916541628,0 +"7476","2015-02-09 22:25:59",20.5,33.1633333333333,0,593.666666666667,0.00494961743454958,0 +"7477","2015-02-09 22:27:00",20.5,33.2,0,594.5,0.00495513351974405,0 +"7478","2015-02-09 22:27:59",20.5,33.09,0,588,0.0049385855553457,0 +"7479","2015-02-09 22:28:59",20.5,33.09,0,584,0.0049385855553457,0 +"7480","2015-02-09 22:30:00",20.5,33.09,0,583,0.0049385855553457,0 +"7481","2015-02-09 22:31:00",20.5,33.2,0,583.333333333333,0.00495513351974405,0 +"7482","2015-02-09 22:32:00",20.5,33.2,0,579.5,0.00495513351974405,0 +"7483","2015-02-09 22:33:00",20.5,33.2,0,583.5,0.00495513351974405,0 +"7484","2015-02-09 22:34:00",20.5,33.2,0,585,0.00495513351974405,0 +"7485","2015-02-09 22:34:59",20.445,33.145,0,581,0.00492996277538293,0 +"7486","2015-02-09 22:36:00",20.39,33.09,0,579,0.00490490015755043,0 +"7487","2015-02-09 22:37:00",20.5,33.09,0,578.5,0.0049385855553457,0 +"7488","2015-02-09 22:38:00",20.5,33.145,0,577.5,0.00494685942835096,0 +"7489","2015-02-09 22:38:59",20.5,33.09,0,571,0.0049385855553457,0 +"7490","2015-02-09 22:40:00",20.5,33.09,0,576,0.0049385855553457,0 +"7491","2015-02-09 22:40:59",20.5,33.09,0,581,0.0049385855553457,0 +"7492","2015-02-09 22:41:59",20.5,33.09,0,572,0.0049385855553457,0 +"7493","2015-02-09 22:43:00",20.5,33.09,0,561,0.0049385855553457,0 +"7494","2015-02-09 22:44:00",20.5,33.09,0,562,0.0049385855553457,0 +"7495","2015-02-09 22:45:00",20.4266666666667,33.03,0,564,0.00490712159973179,0 +"7496","2015-02-09 22:46:00",20.39,33,0,567,0.00489145462900984,0 +"7497","2015-02-09 22:46:59",20.5,33.09,0,562,0.0049385855553457,0 +"7498","2015-02-09 22:47:59",20.445,33.045,0,559,0.00491497131734958,0 +"7499","2015-02-09 22:49:00",20.5,33.09,0,570,0.0049385855553457,0 +"7500","2015-02-09 22:50:00",20.5,33.09,0,563,0.0049385855553457,0 +"7501","2015-02-09 22:51:00",20.5,33.09,0,557,0.0049385855553457,0 +"7502","2015-02-09 22:52:00",20.39,33,0,558,0.00489145462900984,0 +"7503","2015-02-09 22:53:00",20.5,33.09,0,554,0.0049385855553457,0 +"7504","2015-02-09 22:53:59",20.445,33.045,0,552.5,0.00491497131734958,0 +"7505","2015-02-09 22:54:59",20.445,33.045,0,550.5,0.00491497131734958,0 +"7506","2015-02-09 22:56:00",20.4266666666667,33.03,0,549,0.00490712159973179,0 +"7507","2015-02-09 22:57:00",20.5,33.09,0,554,0.0049385855553457,0 +"7508","2015-02-09 22:58:00",20.5,33.09,0,550,0.0049385855553457,0 +"7509","2015-02-09 22:59:00",20.39,33,0,549,0.00489145462900984,0 +"7510","2015-02-09 22:59:59",20.39,33,0,545.5,0.00489145462900984,0 +"7511","2015-02-09 23:00:59",20.5,33,0,546,0.00492504696147335,0 +"7512","2015-02-09 23:02:00",20.445,33.045,0,545.5,0.00491497131734958,0 +"7513","2015-02-09 23:03:00",20.445,33,0,546,0.0049082253951423,0 +"7514","2015-02-09 23:04:00",20.445,33,0,543,0.0049082253951423,0 +"7515","2015-02-09 23:05:00",20.39,33,0,544.5,0.00489145462900984,0 +"7516","2015-02-09 23:06:00",20.39,33,0,545,0.00489145462900984,0 +"7517","2015-02-09 23:06:59",20.5,33,0,543,0.00492504696147335,0 +"7518","2015-02-09 23:08:00",20.39,33,0,540.5,0.00489145462900984,0 +"7519","2015-02-09 23:09:00",20.39,33,0,542,0.00489145462900984,0 +"7520","2015-02-09 23:10:00",20.445,33.0225,0,539.5,0.00491159833809846,0 +"7521","2015-02-09 23:10:59",20.39,33,0,541,0.00489145462900984,0 +"7522","2015-02-09 23:12:00",20.39,33,0,540,0.00489145462900984,0 +"7523","2015-02-09 23:12:59",20.39,33,0,538,0.00489145462900984,0 +"7524","2015-02-09 23:13:59",20.39,33,0,541.5,0.00489145462900984,0 +"7525","2015-02-09 23:15:00",20.39,33,0,543,0.00489145462900984,0 +"7526","2015-02-09 23:16:00",20.39,33,0,540.5,0.00489145462900984,0 +"7527","2015-02-09 23:17:00",20.39,33,0,538,0.00489145462900984,0 +"7528","2015-02-09 23:18:00",20.39,32.9,0,527,0.00487651582926721,0 +"7529","2015-02-09 23:19:00",20.39,33,0,526.5,0.00489145462900984,0 +"7530","2015-02-09 23:19:59",20.39,33,0,530,0.00489145462900984,0 +"7531","2015-02-09 23:21:00",20.39,32.9,0,527,0.00487651582926721,0 +"7532","2015-02-09 23:22:00",20.39,33,0,531.25,0.00489145462900984,0 +"7533","2015-02-09 23:23:00",20.39,33,0,533,0.00489145462900984,0 +"7534","2015-02-09 23:23:59",20.39,33,0,535.333333333333,0.00489145462900984,0 +"7535","2015-02-09 23:25:00",20.39,33,0,529,0.00489145462900984,0 +"7536","2015-02-09 23:25:59",20.39,32.9,0,527,0.00487651582926721,0 +"7537","2015-02-09 23:26:59",20.39,33,0,531,0.00489145462900984,0 +"7538","2015-02-09 23:28:00",20.39,33,0,532,0.00489145462900984,0 +"7539","2015-02-09 23:29:00",20.39,33,0,530,0.00489145462900984,0 +"7540","2015-02-09 23:30:00",20.39,33,0,521,0.00489145462900984,0 +"7541","2015-02-09 23:31:00",20.39,33,0,521.5,0.00489145462900984,0 +"7542","2015-02-09 23:31:59",20.39,32.9,0,524,0.00487651582926721,0 +"7543","2015-02-09 23:32:59",20.39,32.9,0,523,0.00487651582926721,0 +"7544","2015-02-09 23:34:00",20.39,33,0,520.5,0.00489145462900984,0 +"7545","2015-02-09 23:35:00",20.39,33,0,520,0.00489145462900984,0 +"7546","2015-02-09 23:36:00",20.39,33,0,521.333333333333,0.00489145462900984,0 +"7547","2015-02-09 23:37:00",20.39,33,0,523,0.00489145462900984,0 +"7548","2015-02-09 23:38:00",20.39,32.9,0,515,0.00487651582926721,0 +"7549","2015-02-09 23:38:59",20.39,32.95,0,514.5,0.00488398514013971,0 +"7550","2015-02-09 23:39:59",20.39,32.95,0,511,0.00488398514013971,0 +"7551","2015-02-09 23:41:00",20.39,33,0,513,0.00489145462900984,0 +"7552","2015-02-09 23:42:00",20.39,32.95,0,513,0.00488398514013971,0 +"7553","2015-02-09 23:43:00",20.39,32.9,0,514,0.00487651582926721,0 +"7554","2015-02-09 23:44:00",20.39,32.9,0,511,0.00487651582926721,0 +"7555","2015-02-09 23:44:59",20.39,32.9,0,502,0.00487651582926721,0 +"7556","2015-02-09 23:45:59",20.39,32.9,0,506.333333333333,0.00487651582926721,0 +"7557","2015-02-09 23:47:00",20.39,32.9,0,505.5,0.00487651582926721,0 +"7558","2015-02-09 23:48:00",20.39,32.9,0,510,0.00487651582926721,0 +"7559","2015-02-09 23:49:00",20.39,32.9,0,508,0.00487651582926721,0 +"7560","2015-02-09 23:50:00",20.39,32.9,0,506.5,0.00487651582926721,0 +"7561","2015-02-09 23:51:00",20.39,32.9,0,501,0.00487651582926721,0 +"7562","2015-02-09 23:51:59",20.39,32.9,0,512,0.00487651582926721,0 +"7563","2015-02-09 23:53:00",20.39,32.9,0,511,0.00487651582926721,0 +"7564","2015-02-09 23:54:00",20.39,32.9,0,504,0.00487651582926721,0 +"7565","2015-02-09 23:55:00",20.39,32.9,0,502.5,0.00487651582926721,0 +"7566","2015-02-09 23:55:59",20.39,32.9,0,501,0.00487651582926721,0 +"7567","2015-02-09 23:57:00",20.39,32.9,0,502,0.00487651582926721,0 +"7568","2015-02-09 23:57:59",20.39,32.9,0,505,0.00487651582926721,0 +"7569","2015-02-09 23:58:59",20.39,33,0,506.5,0.00489145462900984,0 +"7570","2015-02-10 00:00:00",20.39,32.95,0,498.5,0.00488398514013971,0 +"7571","2015-02-10 00:01:00",20.3566666666667,33,0,500.333333333333,0.00488131519570132,0 +"7572","2015-02-10 00:02:00",20.39,33,0,500.5,0.00489145462900984,0 +"7573","2015-02-10 00:03:00",20.39,32.9666666666667,0,500.333333333333,0.00488647494998525,0 +"7574","2015-02-10 00:04:00",20.365,32.95,0,500.5,0.00487639052761436,0 +"7575","2015-02-10 00:04:59",20.39,32.9,0,498,0.00487651582926721,0 +"7576","2015-02-10 00:06:00",20.39,32.9,0,499,0.00487651582926721,0 +"7577","2015-02-10 00:07:00",20.39,32.9,0,500.5,0.00487651582926721,0 +"7578","2015-02-10 00:08:00",20.39,32.95,0,503,0.00488398514013971,0 +"7579","2015-02-10 00:08:59",20.39,33,0,503,0.00489145462900984,0 +"7580","2015-02-10 00:10:00",20.39,33,0,508,0.00489145462900984,0 +"7581","2015-02-10 00:10:59",20.39,33,0,499,0.00489145462900984,0 +"7582","2015-02-10 00:11:59",20.34,33,0,499.5,0.00487625244872327,0 +"7583","2015-02-10 00:13:00",20.29,33,0,499.333333333333,0.00486109204215602,0 +"7584","2015-02-10 00:14:00",20.29,33,0,492,0.00486109204215602,0 +"7585","2015-02-10 00:15:00",20.29,33,0,488.5,0.00486109204215602,0 +"7586","2015-02-10 00:16:00",20.29,33,0,490,0.00486109204215602,0 +"7587","2015-02-10 00:16:59",20.39,33,0,487,0.00489145462900984,0 +"7588","2015-02-10 00:17:59",20.3233333333333,33,0,489.666666666667,0.0048711943432678,0 +"7589","2015-02-10 00:19:00",20.29,33,0,488,0.00486109204215602,0 +"7590","2015-02-10 00:20:00",20.34,32.95,0,481,0.0048688063546182,0 +"7591","2015-02-10 00:21:00",20.29,33,0,487,0.00486109204215602,0 +"7592","2015-02-10 00:22:00",20.34,33,0,490.5,0.00487625244872327,0 +"7593","2015-02-10 00:23:00",20.3233333333333,32.9666666666667,0,488.333333333333,0.00486623545005901,0 +"7594","2015-02-10 00:23:59",20.29,33,0,489,0.00486109204215602,0 +"7595","2015-02-10 00:24:59",20.34,33,0,489.5,0.00487625244872327,0 +"7596","2015-02-10 00:26:00",20.315,33,0,487,0.00486866702995703,0 +"7597","2015-02-10 00:27:00",20.34,33,0,483.666666666667,0.00487625244872327,0 +"7598","2015-02-10 00:28:00",20.34,32.95,0,488,0.0048688063546182,0 +"7599","2015-02-10 00:29:00",20.29,33,0,488,0.00486109204215602,0 +"7600","2015-02-10 00:29:59",20.29,33,0,490,0.00486109204215602,0 +"7601","2015-02-10 00:30:59",20.29,33,0,488,0.00486109204215602,0 +"7602","2015-02-10 00:32:00",20.29,33,0,487,0.00486109204215602,0 +"7603","2015-02-10 00:33:00",20.3233333333333,33,0,483.5,0.0048711943432678,0 +"7604","2015-02-10 00:34:00",20.29,33,0,482,0.00486109204215602,0 +"7605","2015-02-10 00:35:00",20.29,33,0,482,0.00486109204215602,0 +"7606","2015-02-10 00:36:00",20.29,33,0,484,0.00486109204215602,0 +"7607","2015-02-10 00:36:59",20.29,32.95,0,483.5,0.00485366927741052,0 +"7608","2015-02-10 00:38:00",20.29,33,0,482.5,0.00486109204215602,0 +"7609","2015-02-10 00:39:00",20.29,33,0,485,0.00486109204215602,0 +"7610","2015-02-10 00:40:00",20.34,33,0,478.5,0.00487625244872327,0 +"7611","2015-02-10 00:40:59",20.29,32.975,0,474.75,0.0048573806378096,0 +"7612","2015-02-10 00:42:00",20.3233333333333,32.9666666666667,0,476.333333333333,0.00486623545005901,0 +"7613","2015-02-10 00:42:59",20.29,32.9,0,481,0.00484624668845129,0 +"7614","2015-02-10 00:43:59",20.39,32.9,0,479,0.00487651582926721,0 +"7615","2015-02-10 00:45:00",20.29,32.925,0,480,0.00484995796095802,0 +"7616","2015-02-10 00:46:00",20.29,33,0,478,0.00486109204215602,0 +"7617","2015-02-10 00:47:00",20.29,32.9,0,480.5,0.00484624668845129,0 +"7618","2015-02-10 00:48:00",20.29,33,0,477.5,0.00486109204215602,0 +"7619","2015-02-10 00:49:00",20.29,32.9333333333333,0,477.333333333333,0.00485119506155928,0 +"7620","2015-02-10 00:49:59",20.29,33,0,477,0.00486109204215602,0 +"7621","2015-02-10 00:51:00",20.29,33,0,477.5,0.00486109204215602,0 +"7622","2015-02-10 00:52:00",20.29,33,0,480,0.00486109204215602,0 +"7623","2015-02-10 00:53:00",20.29,33,0,482,0.00486109204215602,0 +"7624","2015-02-10 00:53:59",20.34,33,0,479.5,0.00487625244872327,0 +"7625","2015-02-10 00:55:00",20.29,33,0,482,0.00486109204215602,0 +"7626","2015-02-10 00:55:59",20.29,33,0,478,0.00486109204215602,0 +"7627","2015-02-10 00:56:59",20.29,32.9,0,479,0.00484624668845129,0 +"7628","2015-02-10 00:58:00",20.29,33,0,477,0.00486109204215602,0 +"7629","2015-02-10 00:59:00",20.29,32.9,0,477,0.00484624668845129,0 +"7630","2015-02-10 01:00:00",20.3233333333333,33,0,480.333333333333,0.0048711943432678,0 +"7631","2015-02-10 01:01:00",20.29,32.9,0,482,0.00484624668845129,0 +"7632","2015-02-10 01:01:59",20.29,32.9666666666667,0,482,0.00485614351279357,0 +"7633","2015-02-10 01:02:59",20.29,33,0,476,0.00486109204215602,0 +"7634","2015-02-10 01:04:00",20.29,33,0,471.5,0.00486109204215602,0 +"7635","2015-02-10 01:05:00",20.29,33,0,470,0.00486109204215602,0 +"7636","2015-02-10 01:06:00",20.29,32.9666666666667,0,482,0.00485614351279357,0 +"7637","2015-02-10 01:07:00",20.29,33,0,478.5,0.00486109204215602,0 +"7638","2015-02-10 01:08:00",20.29,33,0,472,0.00486109204215602,0 +"7639","2015-02-10 01:08:59",20.29,32.95,0,475,0.00485366927741052,0 +"7640","2015-02-10 01:09:59",20.29,32.95,0,474,0.00485366927741052,0 +"7641","2015-02-10 01:11:00",20.29,32.9666666666667,0,469,0.00485614351279357,0 +"7642","2015-02-10 01:12:00",20.29,32.9,0,469,0.00484624668845129,0 +"7643","2015-02-10 01:13:00",20.29,32.9,0,467,0.00484624668845129,0 +"7644","2015-02-10 01:14:00",20.29,32.9,0,469,0.00484624668845129,0 +"7645","2015-02-10 01:14:59",20.29,32.9,0,473,0.00484624668845129,0 +"7646","2015-02-10 01:15:59",20.29,32.9,0,474,0.00484624668845129,0 +"7647","2015-02-10 01:17:00",20.29,32.9,0,474,0.00484624668845129,0 +"7648","2015-02-10 01:18:00",20.29,32.9,0,471,0.00484624668845129,0 +"7649","2015-02-10 01:19:00",20.29,32.9,0,472,0.00484624668845129,0 +"7650","2015-02-10 01:20:00",20.29,32.95,0,468,0.00485366927741052,0 +"7651","2015-02-10 01:21:00",20.29,32.9,0,465.5,0.00484624668845129,0 +"7652","2015-02-10 01:21:59",20.29,32.9,0,471,0.00484624668845129,0 +"7653","2015-02-10 01:23:00",20.29,32.95,0,473,0.00485366927741052,0 +"7654","2015-02-10 01:24:00",20.29,32.95,0,473,0.00485366927741052,0 +"7655","2015-02-10 01:25:00",20.245,32.9,0,469,0.0048326798369998,0 +"7656","2015-02-10 01:25:59",20.245,32.95,0,465.5,0.00484008148630936,0 +"7657","2015-02-10 01:27:00",20.29,33,0,461,0.00486109204215602,0 +"7658","2015-02-10 01:27:59",20.29,33,0,467,0.00486109204215602,0 +"7659","2015-02-10 01:28:59",20.29,33,0,468.666666666667,0.00486109204215602,0 +"7660","2015-02-10 01:30:00",20.29,33,0,471,0.00486109204215602,0 +"7661","2015-02-10 01:31:00",20.29,33,0,470,0.00486109204215602,0 +"7662","2015-02-10 01:32:00",20.29,32.95,0,468,0.00485366927741052,0 +"7663","2015-02-10 01:33:00",20.29,32.9,0,466,0.00484624668845129,0 +"7664","2015-02-10 01:34:00",20.29,32.95,0,463,0.00485366927741052,0 +"7665","2015-02-10 01:34:59",20.29,32.95,0,463,0.00485366927741052,0 +"7666","2015-02-10 01:36:00",20.29,32.9,0,463.333333333333,0.00484624668845129,0 +"7667","2015-02-10 01:37:00",20.29,33,0,465,0.00486109204215602,0 +"7668","2015-02-10 01:38:00",20.29,33,0,465,0.00486109204215602,0 +"7669","2015-02-10 01:38:59",20.29,32.9,0,468,0.00484624668845129,0 +"7670","2015-02-10 01:40:00",20.29,32.9,0,470,0.00484624668845129,0 +"7671","2015-02-10 01:40:59",20.29,32.9,0,464,0.00484624668845129,0 +"7672","2015-02-10 01:41:59",20.29,32.9,0,461,0.00484624668845129,0 +"7673","2015-02-10 01:43:00",20.245,32.845,0,454,0.00482453822464545,0 +"7674","2015-02-10 01:44:00",20.29,33,0,456,0.00486109204215602,0 +"7675","2015-02-10 01:45:00",20.29,32.9,0,464.5,0.00484624668845129,0 +"7676","2015-02-10 01:46:00",20.29,32.9666666666667,0,466.333333333333,0.00485614351279357,0 +"7677","2015-02-10 01:46:59",20.29,32.95,0,465,0.00485366927741052,0 +"7678","2015-02-10 01:47:59",20.29,32.9,0,466,0.00484624668845129,0 +"7679","2015-02-10 01:49:00",20.29,32.9333333333333,0,460,0.00485119506155928,0 +"7680","2015-02-10 01:50:00",20.29,33,0,457,0.00486109204215602,0 +"7681","2015-02-10 01:51:00",20.29,32.9,0,463,0.00484624668845129,0 +"7682","2015-02-10 01:52:00",20.29,32.9,0,461,0.00484624668845129,0 +"7683","2015-02-10 01:53:00",20.29,32.9,0,462,0.00484624668845129,0 +"7684","2015-02-10 01:53:59",20.29,32.9,0,462,0.00484624668845129,0 +"7685","2015-02-10 01:54:59",20.29,32.9,0,457.333333333333,0.00484624668845129,0 +"7686","2015-02-10 01:56:00",20.29,32.9,0,456,0.00484624668845129,0 +"7687","2015-02-10 01:57:00",20.29,32.95,0,461.5,0.00485366927741052,0 +"7688","2015-02-10 01:58:00",20.29,33,0,461.5,0.00486109204215602,0 +"7689","2015-02-10 01:59:00",20.29,32.9,0,461,0.00484624668845129,0 +"7690","2015-02-10 01:59:59",20.29,32.9,0,460,0.00484624668845129,0 +"7691","2015-02-10 02:00:59",20.29,32.9,0,459,0.00484624668845129,0 +"7692","2015-02-10 02:02:00",20.29,32.9,0,463,0.00484624668845129,0 +"7693","2015-02-10 02:03:00",20.29,32.9,0,462,0.00484624668845129,0 +"7694","2015-02-10 02:04:00",20.29,32.9,0,464,0.00484624668845129,0 +"7695","2015-02-10 02:05:00",20.29,32.9,0,461,0.00484624668845129,0 +"7696","2015-02-10 02:06:00",20.245,32.845,0,461.5,0.00482453822464545,0 +"7697","2015-02-10 02:06:59",20.29,32.9,0,460,0.00484624668845129,0 +"7698","2015-02-10 02:08:00",20.29,32.9666666666667,0,460,0.00485614351279357,0 +"7699","2015-02-10 02:09:00",20.29,32.9333333333333,0,459,0.00485119506155928,0 +"7700","2015-02-10 02:10:00",20.245,32.895,0,456.5,0.00483193968168258,0 +"7701","2015-02-10 02:10:59",20.245,32.845,0,452,0.00482453822464545,0 +"7702","2015-02-10 02:12:00",20.29,32.9,0,456.5,0.00484624668845129,0 +"7703","2015-02-10 02:12:59",20.29,32.9,0,458.5,0.00484624668845129,0 +"7704","2015-02-10 02:13:59",20.29,32.9,0,460.5,0.00484624668845129,0 +"7705","2015-02-10 02:15:00",20.29,32.9,0,459.5,0.00484624668845129,0 +"7706","2015-02-10 02:16:00",20.29,32.9,0,461.333333333333,0.00484624668845129,0 +"7707","2015-02-10 02:17:00",20.29,32.9,0,460,0.00484624668845129,0 +"7708","2015-02-10 02:18:00",20.29,32.9,0,457,0.00484624668845129,0 +"7709","2015-02-10 02:19:00",20.29,32.9,0,462,0.00484624668845129,0 +"7710","2015-02-10 02:19:59",20.29,32.9,0,460,0.00484624668845129,0 +"7711","2015-02-10 02:21:00",20.29,32.9,0,463,0.00484624668845129,0 +"7712","2015-02-10 02:22:00",20.245,32.845,0,461,0.00482453822464545,0 +"7713","2015-02-10 02:23:00",20.245,32.845,0,459,0.00482453822464545,0 +"7714","2015-02-10 02:23:59",20.29,32.9,0,459,0.00484624668845129,0 +"7715","2015-02-10 02:25:00",20.29,32.9,0,463,0.00484624668845129,0 +"7716","2015-02-10 02:25:59",20.29,32.9,0,460,0.00484624668845129,0 +"7717","2015-02-10 02:26:59",20.29,32.9,0,458.5,0.00484624668845129,0 +"7718","2015-02-10 02:28:00",20.29,32.9,0,458,0.00484624668845129,0 +"7719","2015-02-10 02:29:00",20.29,32.9,0,459.5,0.00484624668845129,0 +"7720","2015-02-10 02:30:00",20.29,32.9,0,459.5,0.00484624668845129,0 +"7721","2015-02-10 02:31:00",20.29,32.9,0,457.5,0.00484624668845129,0 +"7722","2015-02-10 02:31:59",20.245,32.845,0,455,0.00482453822464545,0 +"7723","2015-02-10 02:32:59",20.29,32.9,0,460,0.00484624668845129,0 +"7724","2015-02-10 02:34:00",20.245,32.845,0,455.5,0.00482453822464545,0 +"7725","2015-02-10 02:35:00",20.29,32.9,0,457,0.00484624668845129,0 +"7726","2015-02-10 02:36:00",20.29,32.9,0,455,0.00484624668845129,0 +"7727","2015-02-10 02:37:00",20.245,32.845,0,452.5,0.00482453822464545,0 +"7728","2015-02-10 02:38:00",20.26,32.8633333333333,0,455.333333333333,0.00483176550721526,0 +"7729","2015-02-10 02:38:59",20.245,32.845,0,458.5,0.00482453822464545,0 +"7730","2015-02-10 02:39:59",20.29,32.9,0,460,0.00484624668845129,0 +"7731","2015-02-10 02:41:00",20.29,32.9,0,458,0.00484624668845129,0 +"7732","2015-02-10 02:42:00",20.29,32.9,0,455.5,0.00484624668845129,0 +"7733","2015-02-10 02:43:00",20.29,32.9,0,453.333333333333,0.00484624668845129,0 +"7734","2015-02-10 02:44:00",20.29,32.9,0,454,0.00484624668845129,0 +"7735","2015-02-10 02:44:59",20.29,32.9,0,457,0.00484624668845129,0 +"7736","2015-02-10 02:45:59",20.29,32.9,0,454.333333333333,0.00484624668845129,0 +"7737","2015-02-10 02:47:00",20.245,32.845,0,451,0.00482453822464545,0 +"7738","2015-02-10 02:48:00",20.2,32.79,0,451,0.00480290949816871,0 +"7739","2015-02-10 02:49:00",20.29,32.9,0,449,0.00484624668845129,0 +"7740","2015-02-10 02:50:00",20.29,32.9,0,454,0.00484624668845129,0 +"7741","2015-02-10 02:51:00",20.29,32.9,0,454.5,0.00484624668845129,0 +"7742","2015-02-10 02:51:59",20.245,32.845,0,453,0.00482453822464545,0 +"7743","2015-02-10 02:53:00",20.245,32.845,0,451.5,0.00482453822464545,0 +"7744","2015-02-10 02:54:00",20.2,32.79,0,455,0.00480290949816871,0 +"7745","2015-02-10 02:55:00",20.29,32.9,0,453,0.00484624668845129,0 +"7746","2015-02-10 02:55:59",20.29,32.9,0,457,0.00484624668845129,0 +"7747","2015-02-10 02:57:00",20.29,32.9,0,453.5,0.00484624668845129,0 +"7748","2015-02-10 02:57:59",20.23,32.8266666666667,0,455.666666666667,0.0048173198017732,0 +"7749","2015-02-10 02:58:59",20.29,32.9,0,454,0.00484624668845129,0 +"7750","2015-02-10 03:00:00",20.29,32.9,0,452,0.00484624668845129,0 +"7751","2015-02-10 03:01:00",20.2,32.79,0,454,0.00480290949816871,0 +"7752","2015-02-10 03:02:00",20.29,32.9,0,452,0.00484624668845129,0 +"7753","2015-02-10 03:03:00",20.29,32.9,0,460,0.00484624668845129,0 +"7754","2015-02-10 03:04:00",20.29,32.9,0,456.5,0.00484624668845129,0 +"7755","2015-02-10 03:04:59",20.29,32.9,0,451,0.00484624668845129,0 +"7756","2015-02-10 03:06:00",20.245,32.845,0,453,0.00482453822464545,0 +"7757","2015-02-10 03:07:00",20.29,32.9,0,456,0.00484624668845129,0 +"7758","2015-02-10 03:08:00",20.245,32.895,0,454.5,0.00483193968168258,0 +"7759","2015-02-10 03:08:59",20.29,32.9,0,455.5,0.00484624668845129,0 +"7760","2015-02-10 03:10:00",20.29,32.95,0,454,0.00485366927741052,0 +"7761","2015-02-10 03:10:59",20.23,32.8266666666667,0,455,0.0048173198017732,0 +"7762","2015-02-10 03:11:59",20.29,32.9,0,453,0.00484624668845129,0 +"7763","2015-02-10 03:13:00",20.29,32.9,0,452,0.00484624668845129,0 +"7764","2015-02-10 03:14:00",20.29,32.9,0,455,0.00484624668845129,0 +"7765","2015-02-10 03:15:00",20.29,32.95,0,450,0.00485366927741052,0 +"7766","2015-02-10 03:16:00",20.29,32.9,0,450.5,0.00484624668845129,0 +"7767","2015-02-10 03:16:59",20.29,32.9,0,452.5,0.00484624668845129,0 +"7768","2015-02-10 03:17:59",20.26,32.8633333333333,0,453.333333333333,0.00483176550721526,0 +"7769","2015-02-10 03:19:00",20.2,32.9,0,454.5,0.00481914656360182,0 +"7770","2015-02-10 03:20:00",20.2,32.9,0,453,0.00481914656360182,0 +"7771","2015-02-10 03:21:00",20.2,32.9,0,450.666666666667,0.00481914656360182,0 +"7772","2015-02-10 03:22:00",20.245,32.9,0,455,0.0048326798369998,0 +"7773","2015-02-10 03:23:00",20.2,32.9,0,457.5,0.00481914656360182,0 +"7774","2015-02-10 03:23:59",20.2,32.9,0,458,0.00481914656360182,0 +"7775","2015-02-10 03:24:59",20.2,32.79,0,452,0.00480290949816871,0 +"7776","2015-02-10 03:26:00",20.26,32.8633333333333,0,448.333333333333,0.00483176550721526,0 +"7777","2015-02-10 03:27:00",20.29,32.9,0,448,0.00484624668845129,0 +"7778","2015-02-10 03:28:00",20.29,32.9,0,453,0.00484624668845129,0 +"7779","2015-02-10 03:29:00",20.2,32.79,0,447,0.00480290949816871,0 +"7780","2015-02-10 03:29:59",20.2225,32.8725,0,449,0.00482184392225699,0 +"7781","2015-02-10 03:30:59",20.2,32.9,0,450.5,0.00481914656360182,0 +"7782","2015-02-10 03:32:00",20.2,32.9,0,448.333333333333,0.00481914656360182,0 +"7783","2015-02-10 03:33:00",20.2,32.9,0,452,0.00481914656360182,0 +"7784","2015-02-10 03:34:00",20.2,32.9,0,452.333333333333,0.00481914656360182,0 +"7785","2015-02-10 03:35:00",20.2,32.9,0,452,0.00481914656360182,0 +"7786","2015-02-10 03:36:00",20.29,32.9,0,452,0.00484624668845129,0 +"7787","2015-02-10 03:36:59",20.29,33,0,449,0.00486109204215602,0 +"7788","2015-02-10 03:38:00",20.2,32.9,0,448,0.00481914656360182,0 +"7789","2015-02-10 03:39:00",20.2,32.9,0,451.5,0.00481914656360182,0 +"7790","2015-02-10 03:40:00",20.2,32.9,0,451,0.00481914656360182,0 +"7791","2015-02-10 03:40:59",20.2,32.9,0,445,0.00481914656360182,0 +"7792","2015-02-10 03:42:00",20.29,33,0,448,0.00486109204215602,0 +"7793","2015-02-10 03:42:59",20.2,32.9,0,448,0.00481914656360182,0 +"7794","2015-02-10 03:43:59",20.2,32.9,0,447,0.00481914656360182,0 +"7795","2015-02-10 03:45:00",20.2,32.9,0,450.5,0.00481914656360182,0 +"7796","2015-02-10 03:46:00",20.2,32.9,0,446.333333333333,0.00481914656360182,0 +"7797","2015-02-10 03:47:00",20.2,32.9,0,447,0.00481914656360182,0 +"7798","2015-02-10 03:48:00",20.2,32.9,0,450.5,0.00481914656360182,0 +"7799","2015-02-10 03:49:00",20.2,32.9,0,450,0.00481914656360182,0 +"7800","2015-02-10 03:49:59",20.2,32.9,0,451,0.00481914656360182,0 +"7801","2015-02-10 03:51:00",20.2,32.9,0,450,0.00481914656360182,0 +"7802","2015-02-10 03:52:00",20.2,32.9,0,449,0.00481914656360182,0 +"7803","2015-02-10 03:53:00",20.2,32.9,0,447,0.00481914656360182,0 +"7804","2015-02-10 03:53:59",20.2,32.9,0,452.5,0.00481914656360182,0 +"7805","2015-02-10 03:55:00",20.2,32.9,0,452,0.00481914656360182,0 +"7806","2015-02-10 03:55:59",20.2,32.9,0,453,0.00481914656360182,0 +"7807","2015-02-10 03:56:59",20.2,32.9,0,453,0.00481914656360182,0 +"7808","2015-02-10 03:58:00",20.2,32.9,0,447.5,0.00481914656360182,0 +"7809","2015-02-10 03:59:00",20.2,32.9,0,445.5,0.00481914656360182,0 +"7810","2015-02-10 04:00:00",20.2,32.9,0,448.5,0.00481914656360182,0 +"7811","2015-02-10 04:01:00",20.2,32.9,0,444,0.00481914656360182,0 +"7812","2015-02-10 04:01:59",20.2,32.9,0,445,0.00481914656360182,0 +"7813","2015-02-10 04:02:59",20.2,32.9,0,448,0.00481914656360182,0 +"7814","2015-02-10 04:04:00",20.2,32.9,0,446,0.00481914656360182,0 +"7815","2015-02-10 04:05:00",20.2,32.9,0,449,0.00481914656360182,0 +"7816","2015-02-10 04:06:00",20.2,32.9,0,449.5,0.00481914656360182,0 +"7817","2015-02-10 04:07:00",20.2,32.9,0,451,0.00481914656360182,0 +"7818","2015-02-10 04:08:00",20.2,32.9,0,444,0.00481914656360182,0 +"7819","2015-02-10 04:08:59",20.2,32.9,0,449,0.00481914656360182,0 +"7820","2015-02-10 04:09:59",20.2,32.9,0,451,0.00481914656360182,0 +"7821","2015-02-10 04:11:00",20.2,32.9,0,450,0.00481914656360182,0 +"7822","2015-02-10 04:12:00",20.2,32.9,0,444,0.00481914656360182,0 +"7823","2015-02-10 04:13:00",20.2,32.9,0,447.333333333333,0.00481914656360182,0 +"7824","2015-02-10 04:14:00",20.2,32.9,0,453,0.00481914656360182,0 +"7825","2015-02-10 04:14:59",20.2,32.9,0,448,0.00481914656360182,0 +"7826","2015-02-10 04:15:59",20.2,32.9,0,443,0.00481914656360182,0 +"7827","2015-02-10 04:17:00",20.2,32.9,0,444,0.00481914656360182,0 +"7828","2015-02-10 04:18:00",20.2,32.9,0,445,0.00481914656360182,0 +"7829","2015-02-10 04:19:00",20.1333333333333,33,0,441.666666666667,0.00481385884010662,0 +"7830","2015-02-10 04:20:00",20.15,33,0,446.5,0.00481886429259954,0 +"7831","2015-02-10 04:21:00",20.1,33,0,449.5,0.00480386171918592,0 +"7832","2015-02-10 04:21:59",20.1,33,0,443.5,0.00480386171918592,0 +"7833","2015-02-10 04:23:00",20.1,33,0,447.25,0.00480386171918592,0 +"7834","2015-02-10 04:24:00",20.1,32.95,0,449.5,0.00479652701237058,0 +"7835","2015-02-10 04:25:00",20.2,33,0,449,0.0048339082621864,0 +"7836","2015-02-10 04:25:59",20.1,33,0,446,0.00480386171918592,0 +"7837","2015-02-10 04:27:00",20.1666666666667,33,0,448,0.00482387434466561,0 +"7838","2015-02-10 04:27:59",20.2,33,0,448,0.0048339082621864,0 +"7839","2015-02-10 04:28:59",20.15,33,0,447,0.00481886429259954,0 +"7840","2015-02-10 04:30:00",20.2,33,0,444,0.0048339082621864,0 +"7841","2015-02-10 04:31:00",20.2,33,0,445.5,0.0048339082621864,0 +"7842","2015-02-10 04:32:00",20.1,33,0,445,0.00480386171918592,0 +"7843","2015-02-10 04:33:00",20.15,33,0,447.5,0.00481886429259954,0 +"7844","2015-02-10 04:34:00",20.15,33,0,448,0.00481886429259954,0 +"7845","2015-02-10 04:34:59",20.2,33,0,450.5,0.0048339082621864,0 +"7846","2015-02-10 04:36:00",20.2,33,0,443,0.0048339082621864,0 +"7847","2015-02-10 04:37:00",20.1,33,0,444,0.00480386171918592,0 +"7848","2015-02-10 04:38:00",20.1,33,0,443.5,0.00480386171918592,0 +"7849","2015-02-10 04:38:59",20.2,32.9,0,445.5,0.00481914656360182,0 +"7850","2015-02-10 04:40:00",20.2,32.9,0,445,0.00481914656360182,0 +"7851","2015-02-10 04:40:59",20.1,32.95,0,444,0.00479652701237058,0 +"7852","2015-02-10 04:41:59",20.1,33,0,442.666666666667,0.00480386171918592,0 +"7853","2015-02-10 04:43:00",20.15,33,0,444.5,0.00481886429259954,0 +"7854","2015-02-10 04:44:00",20.1,33,0,448,0.00480386171918592,0 +"7855","2015-02-10 04:45:00",20.1,33,0,443.5,0.00480386171918592,0 +"7856","2015-02-10 04:46:00",20.1666666666667,33,0,446.666666666667,0.00482387434466561,0 +"7857","2015-02-10 04:46:59",20.2,33,0,444,0.0048339082621864,0 +"7858","2015-02-10 04:47:59",20.1666666666667,33,0,445.666666666667,0.00482387434466561,0 +"7859","2015-02-10 04:49:00",20.1333333333333,33,0,445,0.00481385884010662,0 +"7860","2015-02-10 04:50:00",20.1,33,0,444,0.00480386171918592,0 +"7861","2015-02-10 04:51:00",20.1333333333333,33,0,446.666666666667,0.00481385884010662,0 +"7862","2015-02-10 04:52:00",20.1,33,0,449.666666666667,0.00480386171918592,0 +"7863","2015-02-10 04:53:00",20.1,33,0,451,0.00480386171918592,0 +"7864","2015-02-10 04:53:59",20.15,33,0,448.5,0.00481886429259954,0 +"7865","2015-02-10 04:54:59",20.1,33,0,446,0.00480386171918592,0 +"7866","2015-02-10 04:56:00",20.2,33,0,446,0.0048339082621864,0 +"7867","2015-02-10 04:57:00",20.1,33,0,447.333333333333,0.00480386171918592,0 +"7868","2015-02-10 04:58:00",20.1,33,0,446,0.00480386171918592,0 +"7869","2015-02-10 04:59:00",20.1,33,0,447,0.00480386171918592,0 +"7870","2015-02-10 04:59:59",20.1333333333333,33,0,446.666666666667,0.00481385884010662,0 +"7871","2015-02-10 05:00:59",20.2,33,0,450,0.0048339082621864,0 +"7872","2015-02-10 05:02:00",20.15,33,0,446,0.00481886429259954,0 +"7873","2015-02-10 05:03:00",20.1,33,0,442,0.00480386171918592,0 +"7874","2015-02-10 05:04:00",20.175,33,0,449.333333333333,0.00482638109668428,0 +"7875","2015-02-10 05:05:00",20.1,33,0,446.333333333333,0.00480386171918592,0 +"7876","2015-02-10 05:06:00",20.1,33,0,444,0.00480386171918592,0 +"7877","2015-02-10 05:06:59",20.2,33,0,445,0.0048339082621864,0 +"7878","2015-02-10 05:08:00",20.15,33,0,444,0.00481886429259954,0 +"7879","2015-02-10 05:09:00",20.1333333333333,33,0,447.666666666667,0.00481385884010662,0 +"7880","2015-02-10 05:10:00",20.2,33,0,446,0.0048339082621864,0 +"7881","2015-02-10 05:10:59",20.15,33,0,446.5,0.00481886429259954,0 +"7882","2015-02-10 05:12:00",20.1,33,0,448,0.00480386171918592,0 +"7883","2015-02-10 05:12:59",20.1,33,0,449,0.00480386171918592,0 +"7884","2015-02-10 05:13:59",20.1,33,0,445,0.00480386171918592,0 +"7885","2015-02-10 05:15:00",20.2,33,0,447.5,0.0048339082621864,0 +"7886","2015-02-10 05:16:00",20.15,33,0,450,0.00481886429259954,0 +"7887","2015-02-10 05:17:00",20.15,33,0,449.5,0.00481886429259954,0 +"7888","2015-02-10 05:18:00",20.15,33,0,451.5,0.00481886429259954,0 +"7889","2015-02-10 05:19:00",20.15,33,0,445.5,0.00481886429259954,0 +"7890","2015-02-10 05:19:59",20.2,33,0,441,0.0048339082621864,0 +"7891","2015-02-10 05:21:00",20.2,33,0,446,0.0048339082621864,0 +"7892","2015-02-10 05:22:00",20.2,33,0,449,0.0048339082621864,0 +"7893","2015-02-10 05:23:00",20.1,33,0,453,0.00480386171918592,0 +"7894","2015-02-10 05:23:59",20.2,33,0,447,0.0048339082621864,0 +"7895","2015-02-10 05:25:00",20.15,33,0,443.5,0.00481886429259954,0 +"7896","2015-02-10 05:25:59",20.1,33,0,442,0.00480386171918592,0 +"7897","2015-02-10 05:26:59",20.2,33,0,449,0.0048339082621864,0 +"7898","2015-02-10 05:28:00",20.2,33,0,448,0.0048339082621864,0 +"7899","2015-02-10 05:29:00",20.1333333333333,33,0,448.333333333333,0.00481385884010662,0 +"7900","2015-02-10 05:30:00",20.1,33.03,0,451.333333333333,0.00480826262567247,0 +"7901","2015-02-10 05:31:00",20.1,33,0,452.5,0.00480386171918592,0 +"7902","2015-02-10 05:31:59",20.2,33,0,443,0.0048339082621864,0 +"7903","2015-02-10 05:32:59",20.2,33,0,444,0.0048339082621864,0 +"7904","2015-02-10 05:34:00",20.1,33.045,0,449,0.00481046310209051,0 +"7905","2015-02-10 05:35:00",20.15,33.045,0,449.5,0.00482548645049419,0 +"7906","2015-02-10 05:36:00",20.1,33,0,451.5,0.00480386171918592,0 +"7907","2015-02-10 05:37:00",20.1,33,0,455.5,0.00480386171918592,0 +"7908","2015-02-10 05:38:00",20.2,33.09,0,451,0.00484719438539044,0 +"7909","2015-02-10 05:38:59",20.15,33.09,0,446,0.00483210874831264,0 +"7910","2015-02-10 05:39:59",20.1,33.09,0,447.5,0.00481706462404567,0 +"7911","2015-02-10 05:41:00",20.1,33.09,0,449.5,0.00481706462404567,0 +"7912","2015-02-10 05:42:00",20.1333333333333,33.09,0,445.333333333333,0.00482708943258988,0 +"7913","2015-02-10 05:43:00",20.15,33.09,0,446,0.00483210874831264,0 +"7914","2015-02-10 05:44:00",20.125,33.09,0,444.75,0.00482458150327979,0 +"7915","2015-02-10 05:44:59",20.1,33.09,0,447,0.00481706462404567,0 +"7916","2015-02-10 05:45:59",20.2,33.09,0,448,0.00484719438539044,0 +"7917","2015-02-10 05:47:00",20.1,33,0,443.5,0.00480386171918592,0 +"7918","2015-02-10 05:48:00",20.1,33,0,444,0.00480386171918592,0 +"7919","2015-02-10 05:49:00",20.15,33.045,0,444.5,0.00482548645049419,0 +"7920","2015-02-10 05:50:00",20.1333333333333,33.06,0,443.5,0.00482267917303651,0 +"7921","2015-02-10 05:51:00",20.1,33.09,0,441,0.00481706462404567,0 +"7922","2015-02-10 05:51:59",20.1,33.09,0,446,0.00481706462404567,0 +"7923","2015-02-10 05:53:00",20.2,33.09,0,450,0.00484719438539044,0 +"7924","2015-02-10 05:54:00",20.15,33.09,0,451.5,0.00483210874831264,0 +"7925","2015-02-10 05:55:00",20.1,33.09,0,448,0.00481706462404567,0 +"7926","2015-02-10 05:55:59",20.1,33.09,0,447,0.00481706462404567,0 +"7927","2015-02-10 05:57:00",20.1,33.09,0,449,0.00481706462404567,0 +"7928","2015-02-10 05:57:59",20.1,33.09,0,447.5,0.00481706462404567,0 +"7929","2015-02-10 05:58:59",20.1333333333333,33.09,0,448,0.00482708943258988,0 +"7930","2015-02-10 06:00:00",20.2,33.09,0,446,0.00484719438539044,0 +"7931","2015-02-10 06:01:00",20.1,33.09,0,445,0.00481706462404567,0 +"7932","2015-02-10 06:02:00",20.1,33.09,0,445,0.00481706462404567,0 +"7933","2015-02-10 06:03:00",20.15,33.09,0,446.5,0.00483210874831264,0 +"7934","2015-02-10 06:04:00",20.1,33.09,0,447.5,0.00481706462404567,0 +"7935","2015-02-10 06:04:59",20.1,33.09,0,445.5,0.00481706462404567,0 +"7936","2015-02-10 06:06:00",20.1,33.09,0,449,0.00481706462404567,0 +"7937","2015-02-10 06:07:00",20.1,33.09,0,449,0.00481706462404567,0 +"7938","2015-02-10 06:08:00",20.1,33.09,0,449.5,0.00481706462404567,0 +"7939","2015-02-10 06:08:59",20.1,33.09,0,448,0.00481706462404567,0 +"7940","2015-02-10 06:10:00",20.1,33.09,0,447.333333333333,0.00481706462404567,0 +"7941","2015-02-10 06:10:59",20.1,33.09,0,442.5,0.00481706462404567,0 +"7942","2015-02-10 06:11:59",20.1,33.145,0,451,0.00482513333972025,0 +"7943","2015-02-10 06:13:00",20.1,33.09,0,451,0.00481706462404567,0 +"7944","2015-02-10 06:14:00",20.1,33.09,0,447,0.00481706462404567,0 +"7945","2015-02-10 06:15:00",20.1,33.09,0,443.5,0.00481706462404567,0 +"7946","2015-02-10 06:16:00",20.1,33.09,0,444,0.00481706462404567,0 +"7947","2015-02-10 06:16:59",20.1,33.09,0,444,0.00481706462404567,0 +"7948","2015-02-10 06:17:59",20.1,33.09,0,447.5,0.00481706462404567,0 +"7949","2015-02-10 06:19:00",20.1,33.145,0,449,0.00482513333972025,0 +"7950","2015-02-10 06:20:00",20.1,33.09,0,451,0.00481706462404567,0 +"7951","2015-02-10 06:21:00",20.1,33.1633333333333,0,448.333333333333,0.00482782295777407,0 +"7952","2015-02-10 06:22:00",20.1,33.2,0,441,0.00483320226312693,0 +"7953","2015-02-10 06:23:00",20.1,33.09,0,445,0.00481706462404567,0 +"7954","2015-02-10 06:23:59",20.1,33.09,0,444,0.00481706462404567,0 +"7955","2015-02-10 06:24:59",20.1,33.09,0,450,0.00481706462404567,0 +"7956","2015-02-10 06:26:00",20.1,33.09,0,454,0.00481706462404567,0 +"7957","2015-02-10 06:27:00",20.2,33.09,0,456,0.00484719438539044,0 +"7958","2015-02-10 06:28:00",20.1,33.09,0,448,0.00481706462404567,0 +"7959","2015-02-10 06:29:00",20.1,33.1266666666667,0,448.333333333333,0.00482244374474778,0 +"7960","2015-02-10 06:29:59",20.1,33.09,0,449,0.00481706462404567,0 +"7961","2015-02-10 06:30:59",20.2,33.09,0,455,0.00484719438539044,0 +"7962","2015-02-10 06:32:00",20.2,33.09,0,451.666666666667,0.00484719438539044,0 +"7963","2015-02-10 06:33:00",20.15,33.145,0,454.666666666667,0.00484020285789497,0 +"7964","2015-02-10 06:34:00",20.1,33.09,0,454,0.00481706462404567,0 +"7965","2015-02-10 06:35:00",20.2,33.09,0,454,0.00484719438539044,0 +"7966","2015-02-10 06:36:00",20.15,33.09,0,446,0.00483210874831264,0 +"7967","2015-02-10 06:36:59",20.15,33.2,0,449,0.00484829717651399,0 +"7968","2015-02-10 06:38:00",20.1333333333333,33.09,0,451,0.00482708943258988,0 +"7969","2015-02-10 06:39:00",20.15,33.09,0,451,0.00483210874831264,0 +"7970","2015-02-10 06:40:00",20.1,33.09,0,447.666666666667,0.00481706462404567,0 +"7971","2015-02-10 06:40:59",20.1,33.09,0,451,0.00481706462404567,0 +"7972","2015-02-10 06:42:00",20.1,33.09,0,452,0.00481706462404567,0 +"7973","2015-02-10 06:42:59",20.2,33.09,0,452.5,0.00484719438539044,0 +"7974","2015-02-10 06:43:59",20.1,33.09,0,454,0.00481706462404567,0 +"7975","2015-02-10 06:45:00",20.2,33.09,0,453.5,0.00484719438539044,0 +"7976","2015-02-10 06:46:00",20.2,33.045,0,451,0.00484055125338731,0 +"7977","2015-02-10 06:47:00",20.2,33.09,0,454,0.00484719438539044,0 +"7978","2015-02-10 06:48:00",20.2,33.09,0,453.5,0.00484719438539044,0 +"7979","2015-02-10 06:49:00",20.245,33.09,0,453,0.00486080703432993,0 +"7980","2015-02-10 06:49:59",20.2,33.09,0,449,0.00484719438539044,0 +"7981","2015-02-10 06:51:00",20.29,33.09,0,445,0.00487445346169922,0 +"7982","2015-02-10 06:52:00",20.2,33.06,0,447.333333333333,0.00484276561507678,0 +"7983","2015-02-10 06:53:00",20.2,33.06,0,443.333333333333,0.00484276561507678,0 +"7984","2015-02-10 06:53:59",20.23,33.03,0,450.666666666667,0.00484739155242702,0 +"7985","2015-02-10 06:55:00",20.29,33.09,0,450,0.00487445346169922,0 +"7986","2015-02-10 06:55:59",20.2675,33.0675,0,451,0.0048642903279587,0 +"7987","2015-02-10 06:56:59",20.29,33.09,0,450.333333333333,0.00487445346169922,0 +"7988","2015-02-10 06:58:00",20.29,33.09,0,447,0.00487445346169922,0 +"7989","2015-02-10 06:59:00",20.29,33.09,0,449,0.00487445346169922,0 +"7990","2015-02-10 07:00:00",20.29,33.09,0,452.5,0.00487445346169922,0 +"7991","2015-02-10 07:01:00",20.26,33.06,0,452.333333333333,0.0048609065974677,0 +"7992","2015-02-10 07:01:59",20.29,33.09,0,446,0.00487445346169922,0 +"7993","2015-02-10 07:02:59",20.29,33.09,0,442,0.00487445346169922,0 +"7994","2015-02-10 07:04:00",20.29,33.09,0,450,0.00487445346169922,0 +"7995","2015-02-10 07:05:00",20.29,33.09,0,456.666666666667,0.00487445346169922,0 +"7996","2015-02-10 07:06:00",20.29,33.045,0,453,0.00486777268072938,0 +"7997","2015-02-10 07:07:00",20.29,33.09,0,451,0.00487445346169922,0 +"7998","2015-02-10 07:08:00",20.29,33.09,0,449,0.00487445346169922,0 +"7999","2015-02-10 07:08:59",20.245,33.045,0,446,0.00485414510157563,0 +"8000","2015-02-10 07:09:59",20.29,33.09,0,447.666666666667,0.00487445346169922,0 +"8001","2015-02-10 07:11:00",20.29,33.09,0,445.666666666667,0.00487445346169922,0 +"8002","2015-02-10 07:12:00",20.29,33.09,0,452,0.00487445346169922,0 +"8003","2015-02-10 07:13:00",20.29,33.045,0,447.5,0.00486777268072938,0 +"8004","2015-02-10 07:14:00",20.245,33,0,448,0.00484748331041856,0 +"8005","2015-02-10 07:14:59",20.29,33.09,0,447.666666666667,0.00487445346169922,0 +"8006","2015-02-10 07:15:59",20.29,33.03,0,448.666666666667,0.00486554578538332,0 +"8007","2015-02-10 07:17:00",20.29,33,0,446,0.00486109204215602,0 +"8008","2015-02-10 07:18:00",20.29,33,0,450,0.00486109204215602,0 +"8009","2015-02-10 07:19:00",20.29,33,0,456.5,0.00486109204215602,0 +"8010","2015-02-10 07:20:00",20.29,33,0,452,0.00486109204215602,0 +"8011","2015-02-10 07:21:00",20.29,33.045,0,450.5,0.00486777268072938,0 +"8012","2015-02-10 07:21:59",20.29,33.03,0,453.333333333333,0.00486554578538332,0 +"8013","2015-02-10 07:23:00",20.29,33,0,457,0.00486109204215602,0 +"8014","2015-02-10 07:24:00",20.29,33,0,452.5,0.00486109204215602,0 +"8015","2015-02-10 07:25:00",20.29,33,0,447.5,0.00486109204215602,0 +"8016","2015-02-10 07:25:59",20.29,33,0,450,0.00486109204215602,0 +"8017","2015-02-10 07:27:00",20.29,33,0,452.5,0.00486109204215602,0 +"8018","2015-02-10 07:27:59",20.29,33,0,452,0.00486109204215602,0 +"8019","2015-02-10 07:28:59",20.29,33,0,452.5,0.00486109204215602,0 +"8020","2015-02-10 07:30:00",20.315,33.0225,0,455.5,0.00487201257705543,0 +"8021","2015-02-10 07:31:00",20.29,33,0,455,0.00486109204215602,0 +"8022","2015-02-10 07:32:00",20.29,33,0,452.5,0.00486109204215602,0 +"8023","2015-02-10 07:33:00",20.29,33,0,453.5,0.00486109204215602,0 +"8024","2015-02-10 07:34:00",20.29,33,0,454.666666666667,0.00486109204215602,0 +"8025","2015-02-10 07:34:59",20.29,33,0,452.5,0.00486109204215602,0 +"8026","2015-02-10 07:36:00",20.34,33,0,450.5,0.00487625244872327,0 +"8027","2015-02-10 07:37:00",20.29,33,0,444,0.00486109204215602,0 +"8028","2015-02-10 07:38:00",20.29,33.045,0,447.5,0.00486777268072938,0 +"8029","2015-02-10 07:38:59",20.29,33,0,449,0.00486109204215602,0 +"8030","2015-02-10 07:40:00",20.3233333333333,33,0,451,0.0048711943432678,0 +"8031","2015-02-10 07:40:59",20.29,33,0,448.666666666667,0.00486109204215602,0 +"8032","2015-02-10 07:41:59",20.29,33,0,445,0.00486109204215602,0 +"8033","2015-02-10 07:43:00",20.29,33,0,448,0.00486109204215602,0 +"8034","2015-02-10 07:44:00",20.29,33,0,451,0.00486109204215602,0 +"8035","2015-02-10 07:45:00",20.34,33,0,452,0.00487625244872327,0 +"8036","2015-02-10 07:46:00",20.39,33,0,454,0.00489145462900984,0 +"8037","2015-02-10 07:46:59",20.34,33,0,453,0.00487625244872327,0 +"8038","2015-02-10 07:47:59",20.29,33,0,453,0.00486109204215602,0 +"8039","2015-02-10 07:49:00",20.29,33.09,0,453,0.00487445346169922,0 +"8040","2015-02-10 07:50:00",20.39,33.045,0,453,0.00489817732118619,0 +"8041","2015-02-10 07:51:00",20.29,33.045,0,449,0.00486777268072938,0 +"8042","2015-02-10 07:52:00",20.29,33.045,0,449.5,0.00486777268072938,0 +"8043","2015-02-10 07:53:00",20.29,33.09,0,451,0.00487445346169922,0 +"8044","2015-02-10 07:53:59",20.29,33.09,0,454.333333333333,0.00487445346169922,0 +"8045","2015-02-10 07:54:59",20.29,33.045,0,454,0.00486777268072938,0 +"8046","2015-02-10 07:56:00",20.29,33,0,458,0.00486109204215602,0 +"8047","2015-02-10 07:57:00",20.29,33.09,0,454,0.00487445346169922,0 +"8048","2015-02-10 07:58:00",20.29,33.09,0,458.5,0.00487445346169922,0 +"8049","2015-02-10 07:59:00",20.29,33.09,0,457.333333333333,0.00487445346169922,0 +"8050","2015-02-10 07:59:59",20.29,33.09,0,455.5,0.00487445346169922,0 +"8051","2015-02-10 08:00:59",20.29,33.09,0,451.5,0.00487445346169922,0 +"8052","2015-02-10 08:02:00",20.29,33.09,0,453,0.00487445346169922,0 +"8053","2015-02-10 08:03:00",20.29,33.09,0,453,0.00487445346169922,0 +"8054","2015-02-10 08:04:00",20.29,33.09,0,452.666666666667,0.00487445346169922,0 +"8055","2015-02-10 08:05:00",20.29,33.09,0,456,0.00487445346169922,0 +"8056","2015-02-10 08:06:00",20.29,33.09,0,455.666666666667,0.00487445346169922,0 +"8057","2015-02-10 08:06:59",20.34,33.09,0,453,0.00488965586389202,0 +"8058","2015-02-10 08:08:00",20.29,33.09,0,453,0.00487445346169922,0 +"8059","2015-02-10 08:09:00",20.29,33.09,0,452.5,0.00487445346169922,0 +"8060","2015-02-10 08:10:00",20.29,33.09,0,449.5,0.00487445346169922,0 +"8061","2015-02-10 08:10:59",20.29,33.09,0,453,0.00487445346169922,0 +"8062","2015-02-10 08:12:00",20.29,33.09,0,456,0.00487445346169922,0 +"8063","2015-02-10 08:12:59",20.29,33.09,0,452.333333333333,0.00487445346169922,0 +"8064","2015-02-10 08:13:59",20.29,33.09,0,455.5,0.00487445346169922,0 +"8065","2015-02-10 08:15:00",20.29,33.09,0,456.333333333333,0.00487445346169922,0 +"8066","2015-02-10 08:16:00",20.39,33.09,0,448,0.00490490015755043,0 +"8067","2015-02-10 08:17:00",20.29,33.09,0,450,0.00487445346169922,0 +"8068","2015-02-10 08:18:00",20.29,33.09,0,449,0.00487445346169922,0 +"8069","2015-02-10 08:19:00",20.29,33.09,0,449.5,0.00487445346169922,0 +"8070","2015-02-10 08:19:59",20.29,33.2,0,454,0.00489078485912552,0 +"8071","2015-02-10 08:21:00",20.29,33.1266666666667,0,450,0.00487989716629469,0 +"8072","2015-02-10 08:22:00",20.29,33.2,0,449.666666666667,0.00489078485912552,0 +"8073","2015-02-10 08:23:00",20.29,33.145,0,451.5,0.00488261905404695,0 +"8074","2015-02-10 08:23:59",20.29,33.2,0,460,0.00489078485912552,0 +"8075","2015-02-10 08:25:00",20.29,33.2,0,456.5,0.00489078485912552,0 +"8076","2015-02-10 08:25:59",20.29,33.2,0,455.5,0.00489078485912552,0 +"8077","2015-02-10 08:26:59",20.29,33.2,0,450,0.00489078485912552,0 +"8078","2015-02-10 08:28:00",20.29,33.2,0,448,0.00489078485912552,0 +"8079","2015-02-10 08:29:00",20.29,33.2,0,451.5,0.00489078485912552,0 +"8080","2015-02-10 08:30:00",20.29,33.2,0,451.5,0.00489078485912552,0 +"8081","2015-02-10 08:31:00",20.29,33.2,0,454.5,0.00489078485912552,0 +"8082","2015-02-10 08:31:59",20.29,33.2,0,454.666666666667,0.00489078485912552,0 +"8083","2015-02-10 08:32:59",20.29,33.2,0,451,0.00489078485912552,0 +"8084","2015-02-10 08:34:00",20.29,33.2,0,451,0.00489078485912552,0 +"8085","2015-02-10 08:35:00",20.29,33.2,0,455,0.00489078485912552,0 +"8086","2015-02-10 08:36:00",20.29,33.2,0,458,0.00489078485912552,0 +"8087","2015-02-10 08:37:00",20.315,33.2,232,460,0.0048984064784882,0 +"8088","2015-02-10 08:38:00",20.3233333333333,33.23,419,456.666666666667,0.00490541284483592,1 +"8089","2015-02-10 08:38:59",20.3233333333333,33.26,433,463,0.00490987640306294,1 +"8090","2015-02-10 08:39:59",20.315,33.345,426,474.25,0.00491996934321247,0 +"8091","2015-02-10 08:41:00",20.3566666666667,33.4,419,482.333333333333,0.0049409526584124,0 +"8092","2015-02-10 08:42:00",20.365,33.4975,419,482.5,0.0049580629225364,1 +"8093","2015-02-10 08:43:00",20.39,33.5,419,484.5,0.0049661593089812,1 +"8094","2015-02-10 08:44:00",20.39,33.5,419,490.333333333333,0.0049661593089812,1 +"8095","2015-02-10 08:44:59",20.39,33.5,409.666666666667,489.666666666667,0.0049661593089812,1 +"8096","2015-02-10 08:45:59",20.4175,33.5225,405,487.25,0.00497803526961612,1 +"8097","2015-02-10 08:47:00",20.4266666666667,33.56,405,494.333333333333,0.00498649261142709,1 +"8098","2015-02-10 08:48:00",20.4175,33.5675,408,499,0.00498477124810134,1 +"8099","2015-02-10 08:49:00",20.4633333333333,33.6633333333333,413,499,0.00501339593919012,1 +"8100","2015-02-10 08:50:00",20.5,33.6725,404.5,494.5,0.00502622448496155,1 +"8101","2015-02-10 08:51:00",20.5,33.7225,407.5,495.5,0.00503374828172461,1 +"8102","2015-02-10 08:51:59",20.5,33.79,405,495.5,0.00504390569377061,1 +"8103","2015-02-10 08:53:00",20.5,33.79,408,502.5,0.00504390569377061,1 +"8104","2015-02-10 08:54:00",20.5,33.79,405,506.666666666667,0.00504390569377061,1 +"8105","2015-02-10 08:55:00",20.55,33.79,405,508,0.00505961533348046,1 +"8106","2015-02-10 08:55:59",20.6,33.8633333333333,405,509.5,0.00508647319424473,1 +"8107","2015-02-10 08:57:00",20.575,33.925,405,516,0.00508789792183084,1 +"8108","2015-02-10 08:57:59",20.6,33.8725,412,521.25,0.00508786134458237,1 +"8109","2015-02-10 08:58:59",20.6,33.895,419,525.75,0.00509126864873998,1 +"8110","2015-02-10 09:00:00",20.65,33.975,419,524.5,0.00511926793567655,1 +"8111","2015-02-10 09:01:00",20.675,33.975,419,527.75,0.0051272263778175,1 +"8112","2015-02-10 09:02:00",20.65,33.975,419,534.5,0.00511926793567655,1 +"8113","2015-02-10 09:03:00",20.65,34.145,419,532,0.00514509499509892,1 +"8114","2015-02-10 09:04:00",20.7,34.4175,419,568.75,0.00520263742441767,1 +"8115","2015-02-10 09:04:59",20.7,34.09,419,556.666666666667,0.00515272157447504,1 +"8116","2015-02-10 09:06:00",20.7,34.2966666666667,419,548,0.0051842197100333,1 +"8117","2015-02-10 09:07:00",20.73,34.4666666666667,419,563.333333333333,0.00521985047405851,1 +"8118","2015-02-10 09:08:00",20.745,34.5675,426,593.75,0.005240129644354,1 +"8119","2015-02-10 09:08:59",20.7675,34.7175,422.5,600.75,0.00527042030609893,1 +"8120","2015-02-10 09:10:00",20.79,35.09,426,623,0.00533490249866746,1 +"8121","2015-02-10 09:10:59",20.79,34.9725,433,631,0.00531688570196619,1 +"8122","2015-02-10 09:11:59",20.79,34.8266666666667,433,636,0.00529452586868443,1 +"8123","2015-02-10 09:13:00",20.84,35.195,433,636.75,0.00536764050115774,1 +"8124","2015-02-10 09:14:00",20.89,35.3,433,663,0.00540052618827497,1 +"8125","2015-02-10 09:15:00",20.8566666666667,35.0966666666667,433,665.333333333333,0.00535805452550947,1 +"8126","2015-02-10 09:16:00",20.89,35.32,433,669.5,0.00540361255833249,1 +"8127","2015-02-10 09:16:59",20.9175,35.475,433,679.25,0.00543680242759036,1 +"8128","2015-02-10 09:17:59",20.89,35.4,433,684.666666666667,0.00541595834222399,1 +"8129","2015-02-10 09:19:00",20.9175,35.7175,433,706.25,0.005474294413411,1 +"8130","2015-02-10 09:20:00",20.95875,35.68375,433,712.625,0.00548309006716284,1 +"8131","2015-02-10 09:21:00",21,35.65,433,719,0.0054918905554738,1 +"8132","2015-02-10 09:22:00",21,35.7,433,730.25,0.00549966117159867,1 +"8133","2015-02-10 09:23:00",21,35.76,433,739,0.00550898616499498,1 +"8134","2015-02-10 09:23:59",21,35.85,433,756.25,0.0055229741747557,1 +"8135","2015-02-10 09:24:59",21,35.7,433,761,0.00549966117159867,1 +"8136","2015-02-10 09:26:00",21.025,35.95,433,763,0.00554710988950315,1 +"8137","2015-02-10 09:27:00",21,35.86,433,771.333333333333,0.00552452843655777,1 +"8138","2015-02-10 09:28:00",21.05,36.05,433,780.25,0.00557130685771428,1 +"8139","2015-02-10 09:29:00",21.05,36.0975,433,787.25,0.00557871353188273,1 +"8140","2015-02-10 09:29:59",21.05,35.995,433,789.5,0.0055627309270867,1 +"8141","2015-02-10 09:30:59",21.1,36.095,433,798.5,0.00559563901834568,1 +"8142","2015-02-10 09:32:00",21.1,36.26,433,820.333333333333,0.00562144937350851,1 +"8143","2015-02-10 09:33:00",21.1,36.2,447,821,0.00561206354418701,1 diff --git a/Архив/hh.csv b/Архив/hh.csv new file mode 100644 index 0000000..91465ce Binary files /dev/null and b/Архив/hh.csv differ diff --git a/андрюха1.ipynb b/андрюха1.ipynb new file mode 100644 index 0000000..09df364 --- /dev/null +++ b/андрюха1.ipynb @@ -0,0 +1,888 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа 1\n", + "import pandas as pd\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "ename": "FileNotFoundError", + "evalue": "[Errno 2] No such file or directory: 'C:\\\\Users\\\\Cyber\\\\Downloads\\\\daily-weather-dataset_chronological-order.xlsx'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[2], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m data \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_excel\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43mr\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mC:\u001b[39;49m\u001b[38;5;124;43m\\\u001b[39;49m\u001b[38;5;124;43mUsers\u001b[39;49m\u001b[38;5;124;43m\\\u001b[39;49m\u001b[38;5;124;43mCyber\u001b[39;49m\u001b[38;5;124;43m\\\u001b[39;49m\u001b[38;5;124;43mDownloads\u001b[39;49m\u001b[38;5;124;43m\\\u001b[39;49m\u001b[38;5;124;43mdaily-weather-dataset_chronological-order.xlsx\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msheet_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mdaily\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/venv/lib/python3.13/site-packages/pandas/io/excel/_base.py:495\u001b[0m, in \u001b[0;36mread_excel\u001b[0;34m(io, sheet_name, header, names, index_col, usecols, dtype, engine, converters, true_values, false_values, skiprows, nrows, na_values, keep_default_na, na_filter, verbose, parse_dates, date_parser, date_format, thousands, decimal, comment, skipfooter, storage_options, dtype_backend, engine_kwargs)\u001b[0m\n\u001b[1;32m 493\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(io, ExcelFile):\n\u001b[1;32m 494\u001b[0m should_close \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m--> 495\u001b[0m io \u001b[38;5;241m=\u001b[39m \u001b[43mExcelFile\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 496\u001b[0m \u001b[43m \u001b[49m\u001b[43mio\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 497\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 498\u001b[0m \u001b[43m \u001b[49m\u001b[43mengine\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 499\u001b[0m \u001b[43m \u001b[49m\u001b[43mengine_kwargs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mengine_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 500\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 501\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m engine \u001b[38;5;129;01mand\u001b[39;00m engine \u001b[38;5;241m!=\u001b[39m io\u001b[38;5;241m.\u001b[39mengine:\n\u001b[1;32m 502\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 503\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEngine should not be specified when passing \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 504\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124man ExcelFile - ExcelFile already has the engine set\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 505\u001b[0m )\n", + "File \u001b[0;32m~/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/venv/lib/python3.13/site-packages/pandas/io/excel/_base.py:1550\u001b[0m, in \u001b[0;36mExcelFile.__init__\u001b[0;34m(self, path_or_buffer, engine, storage_options, engine_kwargs)\u001b[0m\n\u001b[1;32m 1548\u001b[0m ext \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mxls\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1549\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 1550\u001b[0m ext \u001b[38;5;241m=\u001b[39m \u001b[43minspect_excel_format\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 1551\u001b[0m \u001b[43m \u001b[49m\u001b[43mcontent_or_path\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\n\u001b[1;32m 1552\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1553\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ext \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 1554\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 1555\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mExcel file format cannot be determined, you must specify \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1556\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124man engine manually.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1557\u001b[0m )\n", + "File \u001b[0;32m~/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/venv/lib/python3.13/site-packages/pandas/io/excel/_base.py:1402\u001b[0m, in \u001b[0;36minspect_excel_format\u001b[0;34m(content_or_path, storage_options)\u001b[0m\n\u001b[1;32m 1399\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(content_or_path, \u001b[38;5;28mbytes\u001b[39m):\n\u001b[1;32m 1400\u001b[0m content_or_path \u001b[38;5;241m=\u001b[39m BytesIO(content_or_path)\n\u001b[0;32m-> 1402\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[43mget_handle\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 1403\u001b[0m \u001b[43m \u001b[49m\u001b[43mcontent_or_path\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mrb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mis_text\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\n\u001b[1;32m 1404\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mas\u001b[39;00m handle:\n\u001b[1;32m 1405\u001b[0m stream \u001b[38;5;241m=\u001b[39m handle\u001b[38;5;241m.\u001b[39mhandle\n\u001b[1;32m 1406\u001b[0m stream\u001b[38;5;241m.\u001b[39mseek(\u001b[38;5;241m0\u001b[39m)\n", + "File \u001b[0;32m~/Nextcloud/#Учёба/институт/#4 Курс/Системы искусственного интеллекта/Jupyter/venv/lib/python3.13/site-packages/pandas/io/common.py:882\u001b[0m, in \u001b[0;36mget_handle\u001b[0;34m(path_or_buf, mode, encoding, compression, memory_map, is_text, errors, storage_options)\u001b[0m\n\u001b[1;32m 873\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mopen\u001b[39m(\n\u001b[1;32m 874\u001b[0m handle,\n\u001b[1;32m 875\u001b[0m ioargs\u001b[38;5;241m.\u001b[39mmode,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 878\u001b[0m newline\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 879\u001b[0m )\n\u001b[1;32m 880\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 881\u001b[0m \u001b[38;5;66;03m# Binary mode\u001b[39;00m\n\u001b[0;32m--> 882\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mhandle\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 883\u001b[0m handles\u001b[38;5;241m.\u001b[39mappend(handle)\n\u001b[1;32m 885\u001b[0m \u001b[38;5;66;03m# Convert BytesIO or file objects passed with an encoding\u001b[39;00m\n", + "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'C:\\\\Users\\\\Cyber\\\\Downloads\\\\daily-weather-dataset_chronological-order.xlsx'" + ] + } + ], + "source": [ + "data = pd.read_excel(r\"C:\\Users\\Cyber\\Downloads\\daily-weather-dataset_chronological-order.xlsx\", sheet_name=\"daily\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.tail()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.shape # Параметр .shape показывает размерность датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.size # Параметр .size показывает количество элементов в датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "proc = data.isna().sum().sum() # Подсчитаем сколько всего пропусков (во всех столбцах) в нашем датафрейме\n", + "print(proc) # Отобразим количество посчитанных пропусков" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(data)\n", + "# Функция для удаления выбросов по IQR\n", + "def remove_outliers(df, column):\n", + " Q1 = df[column].quantile(0.25)\n", + " Q3 = df[column].quantile(0.75)\n", + " IQR = Q3 - Q1\n", + " lower_bound = Q1 - 1.5 * IQR\n", + " upper_bound = Q3 + 1.5 * IQR\n", + " return df[(df[column] >= lower_bound) & (df[column] <= upper_bound)]\n", + "\n", + "# Удаляем выбросы из указанных столбцов\n", + "columns_to_clean = [\"Cloud coverage\"]\n", + "for col in columns_to_clean:\n", + " df = remove_outliers(df, col)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df = df.dropna(axis=1, how='all')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#3 Для прогнозирования солнечной генерации применена группировка по месяцу и времени года – чтобы учитывать сезонность выработки.\n", + "df[\"Date\"] = pd.to_datetime(df[\"Date\"]) # Преобразуем столбец 'Date' в формат datetime\n", + "df[\"Month\"] = df[\"Date\"].dt.month # Добавляем столбец 'Month' для группировки по месяцам\n", + "df_monthly = df.groupby(\"Month\").mean() # Группируем по месяцу и вычисляем средние значения\n", + "df_monthly" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#5\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# 5.1 \n", + "# Выбираем числовые столбцы, исключая \"Month\"\n", + "numeric_features = df.select_dtypes(include=[\"number\"]).columns\n", + "numeric_features = numeric_features.drop(\"Month\") # Убираем \"Month\"\n", + "\n", + "# Строим графики для всех числовых признаков (кроме \"Month\")\n", + "for col in numeric_features:\n", + " plt.figure(figsize=(14, 4))\n", + "\n", + " # График плотности (KDE)\n", + " plt.subplot(121)\n", + " sns.kdeplot(data=df, x=col)\n", + " plt.title(f\"Распределение: {col}\")\n", + "\n", + " # Boxplot (ящик с усами)\n", + " plt.subplot(122)\n", + " sns.boxplot(data=df, x=col)\n", + " plt.title(f\"Boxplot: {col}\")\n", + "\n", + " plt.show()\n", + "\n", + "#plt.figure(figsize=(8, 5))\n", + "#sns.histplot(df['Visibility'], bins=20, kde=True)\n", + "#plt.title(\"Гистограмма распределения параметра видимости\")\n", + "#plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# 5.3. Матрица корреляции\n", + "# Позволяет увидеть, как связаны между собой числовые переменные и для поиска зависимостей между погодными параметрами\n", + "# Чем ближе значение к 1 или -1, тем сильнее положительная или отрицательная корреляция\n", + "plt.figure(figsize=(8, 5))\n", + "sns.heatmap(df_monthly.corr(), annot=True, cmap='coolwarm', fmt=\".2f\")\n", + "plt.title(\"Матрица корреляции погодных параметров\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# 5.4. Диаграмма рассеяния облачности и солнечной энергии\n", + "# Показывает взаимосвязь между облачностью и уровнем солнечной энергии.\n", + "plt.figure(figsize=(8, 5))\n", + "sns.scatterplot(x=df['Cloud coverage'], y=df['Solar energy'])\n", + "plt.title(\"Диаграмма рассеяния: Облачность vs Солнечная энергия\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# 5.5. Среднее значение облачности по месяцам\n", + "#Позволяет проанализировать сезонные тренды облачности.\n", + "#Позволяет быстро увидеть, в какие месяцы облачность выше или ниже.\n", + "plt.figure(figsize=(8, 5))\n", + "sns.barplot(x=df['Month'], y=df['Cloud coverage'], estimator=sum)\n", + "plt.title(\"Среднее значение облачности по месяцам\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Оставляем только числовые признаки\n", + "numeric_features = df.select_dtypes(include=[\"number\"])\n", + "\n", + "# Удаляем признаки с дисперсией ниже 0.01\n", + "selector = VarianceThreshold(threshold=0.01)\n", + "df_var = selector.fit_transform(numeric_features)\n", + "\n", + "# Получаем оставшиеся названия признаков\n", + "selected_features = numeric_features.columns[selector.get_support()]\n", + "df_selected = df[selected_features]\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_regression\n", + "\n", + "# Убираем столбец с датами и выбираем только числовые признаки\n", + "X = df.select_dtypes(include=[\"number\"]).drop(columns=[\"Solar energy\"]) \n", + "y = df[\"Solar energy\"] # Целевая переменная\n", + "\n", + "# Отбор 5 лучших признаков\n", + "selector = SelectKBest(score_func=f_regression, k=5)\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим выбранные признаки\n", + "selected_features = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_features)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LinearRegression\n", + "\n", + "model = LinearRegression()\n", + "rfe = RFE(model, n_features_to_select=5)\n", + "X_rfe = rfe.fit_transform(X, y)\n", + "\n", + "selected_features = X.columns[rfe.support_]\n", + "print(\"Новые лучшие признаки:\", selected_features)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df[\"Temp_Cloud\"] = df[\"Temperature\"] * df[\"Cloud coverage\"]\n", + "print(\"\\nDataFrame с добавленным признаком 'Temp_Cloud':\")\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# 7\n", + "plt.figure(figsize=(8, 5))\n", + "sns.histplot(df[\"Solar energy\"], bins=30, kde=True)\n", + "plt.title(\"Распределение целевой переменной (Solar Energy)\")\n", + "plt.xlabel(\"Solar Energy\")\n", + "plt.ylabel(\"Частота\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "plt.figure(figsize=(12, 6))\n", + "sns.boxplot(x=df[\"Month\"], y=df[\"Solar energy\"])\n", + "plt.title(\"Распределение Solar Energy по месяцам\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "#8\n", + "from sklearn.model_selection import train_test_split\n", + "df = df.drop(columns=[\"Date\"])\n", + "df = df.drop(columns=[\"Month\"])\n", + "y = df[\"Solar energy\"]\n", + "# Удалим целевую переменную\n", + "X = df.drop(columns=[\"Solar energy\"])\n", + "\n", + "\n", + "# Разбиение (80% train, 20% test)\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "# Вывод размеров получившихся выборок\n", + "print(f\"Размер X_train: {X_train.shape}\")\n", + "print(f\"Размер X_test: {X_test.shape}\")\n", + "print(f\"Размер y_train: {y_train.shape}\")\n", + "print(f\"Размер y_test: {y_test.shape}\")\n", + "print(\"Обучающая выборка X:\")\n", + "print(X_train)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test)\n", + "print(\"\\nОбучающая выборка y:\")\n", + "print(y_train)\n", + "print(\"\\nТестовая выборка y:\")\n", + "print(y_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа 2\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import mean_absolute_error, mean_squared_error, r2_score\n", + "\n", + "# Модели машинного обучения\n", + "from sklearn.neighbors import KNeighborsRegressor\n", + "from sklearn.tree import DecisionTreeRegressor\n", + "from sklearn.ensemble import RandomForestRegressor\n", + "from catboost import CatBoostRegressor\n", + "from tensorflow import keras\n", + "from tensorflow.keras import layers\n", + "from tensorflow.keras.callbacks import EarlyStopping\n", + "from sklearn.model_selection import GridSearchCV, RandomizedSearchCV, KFold\n", + "from sklearn.neural_network import MLPRegressor\n", + "cv = KFold(n_splits=5, shuffle=True, random_state=42)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Knn\n", + "knn_params = {\n", + " 'n_neighbors': [3, 5, 7, 9],\n", + " 'weights': ['uniform', 'distance'],\n", + " 'metric': ['euclidean', 'manhattan']\n", + "}\n", + "knn_grid = GridSearchCV(KNeighborsRegressor(), knn_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "knn_grid.fit(X_train, y_train)\n", + "print(\"Best KNN:\", knn_grid.best_params_, \"Best R²:\", knn_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Дерево решений\n", + "dt_params = {\n", + " 'max_depth': [3, 5, 10, 15],\n", + " 'min_samples_split': [2, 5, 10],\n", + " 'min_samples_leaf': [1, 2, 5]\n", + "}\n", + "dt_grid = GridSearchCV(DecisionTreeRegressor(random_state=42), dt_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "dt_grid.fit(X_train, y_train)\n", + "print(\"Best Decision Tree:\", dt_grid.best_params_, \"Best R²:\", dt_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Случайный лес\n", + "rf_params = {\n", + " 'n_estimators': [100, 200, 300],\n", + " 'max_depth': [5, 10, 15],\n", + " 'min_samples_split': [2, 5, 10]\n", + "}\n", + "rf_grid = GridSearchCV(RandomForestRegressor(random_state=42), rf_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "rf_grid.fit(X_train, y_train)\n", + "print(\"Best Random Forest:\", rf_grid.best_params_, \"Best R²:\", rf_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Градиентный бустинг\n", + "cat_params = {\n", + " 'iterations': [100, 500, 1000],\n", + " 'learning_rate': [0.01, 0.05, 0.1],\n", + " 'depth': [4, 6, 8]\n", + "}\n", + "cat_grid = RandomizedSearchCV(CatBoostRegressor(verbose=0, random_state=42), cat_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "cat_grid.fit(X_train, y_train)\n", + "print(\"Best CatBoost:\", cat_grid.best_params_, \"Best R²:\", cat_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Нейронная сеть\n", + "mlp_params = {\n", + " 'hidden_layer_sizes': [(50,), (100,), (50, 50)],\n", + " 'activation': ['relu', 'tanh'],\n", + " 'alpha': [0.0001, 0.001, 0.01]\n", + "}\n", + "mlp_grid = RandomizedSearchCV(MLPRegressor(max_iter=5500, random_state=42), mlp_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "mlp_grid.fit(X_train, y_train)\n", + "print(\"Best MLP:\", mlp_grid.best_params_, \"Best R²:\", mlp_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Сравнение моделей\n", + "models = [\"KNN\", \"Decision Tree\", \"Random Forest\", \"CatBoost\", \"Neural Network\"]\n", + "scores = [\n", + " knn_grid.best_score_,\n", + " dt_grid.best_score_,\n", + " rf_grid.best_score_,\n", + " cat_grid.best_score_,\n", + " mlp_grid.best_score_\n", + "]\n", + "\n", + "plt.figure(figsize=(10, 5))\n", + "sns.barplot(x=models, y=scores)\n", + "plt.ylabel(\"R2 Score\")\n", + "plt.title(\"Сравнение моделей машинного обучения\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа №3 - Оценка моделей\n", + "knn_best = knn_grid.best_estimator_\n", + "dt_best = dt_grid.best_estimator_\n", + "rf_best = rf_grid.best_estimator_\n", + "cat_best = cat_grid.best_estimator_\n", + "mlp_best = mlp_grid.best_estimator_\n", + "def evaluate_model(model, X_test, y_test):\n", + " y_pred = model.predict(X_test)\n", + " mae = mean_absolute_error(y_test, y_pred)\n", + " mse = mean_squared_error(y_test, y_pred)\n", + " rmse = np.sqrt(mse)\n", + " mape = np.mean(np.abs((y_test - y_pred) / y_test)) * 100\n", + " r2 = r2_score(y_test, y_pred)\n", + " return {'MAE': mae, 'MSE': mse, 'RMSE': rmse, 'MAPE': mape, 'R2': r2}\n", + "\n", + "models = {'KNN': knn_best, 'Decision Tree': dt_best, 'Random Forest': rf_best, 'CatBoost': cat_best, 'MLP': mlp_best}\n", + "\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " print(f\"{name} Evaluation: {results}\")\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Визуализация результатов\n", + "# Словарь для хранения результатов\n", + "metrics = {'Model': [], 'MAE': [], 'MSE': [], 'RMSE': [], 'MAPE': [], 'R2': []}\n", + "\n", + "# Оценка каждой модели\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " metrics['Model'].append(name)\n", + " for key in results:\n", + " metrics[key].append(results[key])\n", + "\n", + "# Преобразование в DataFrame\n", + "metrics_df = pd.DataFrame(metrics)\n", + "metrics_df.set_index('Model', inplace=True)\n", + "\n", + "# Названия метрик и их описания для графиков\n", + "metric_labels = {\n", + " 'MAE': 'Средняя абсолютная ошибка (MAE)',\n", + " 'MSE': 'Среднеквадратическая ошибка (MSE)',\n", + " 'RMSE': 'Корень из MSE (RMSE)',\n", + " 'MAPE': 'Средняя абсолютная процентная ошибка (MAPE)',\n", + " 'R2': 'Коэффициент детерминации (R²)'\n", + "}\n", + "\n", + "# Отображение каждого графика отдельно\n", + "for metric in metrics_df.columns:\n", + " plt.figure(figsize=(8, 5))\n", + " sns.barplot(\n", + " x=metrics_df.index, \n", + " y=metrics_df[metric], \n", + " hue=metrics_df.index, # Добавляем hue\n", + " palette='viridis', \n", + " edgecolor='black',\n", + " legend=False # Отключаем легенду, так как цвета соответствуют x\n", + " )\n", + " plt.title(f'Сравнение моделей по {metric_labels[metric]}', fontsize=14)\n", + " plt.xlabel(\"Модель\", fontsize=12)\n", + " plt.ylabel(metric_labels[metric], fontsize=12)\n", + " plt.xticks(rotation=45)\n", + " plt.grid(axis='y', linestyle='--', alpha=0.7)\n", + " plt.show()\n", + "\n", + "\n", + "# Визуализация фактических vs предсказанных значений для лучшей модели (по R²)\n", + "best_model_name = metrics_df.sort_values(by='R2', ascending=False).index[0]\n", + "best_model = models[best_model_name]\n", + "\n", + "y_pred_best = best_model.predict(X_test)\n", + "\n", + "plt.figure(figsize=(8, 8))\n", + "sns.scatterplot(x=y_test, y=y_pred_best, alpha=0.6)\n", + "plt.plot([min(y_test), max(y_test)], [min(y_test), max(y_test)], '--r', label=\"Идеальное предсказание\")\n", + "plt.xlabel(\"Фактические значения\", fontsize=12)\n", + "plt.ylabel(\"Предсказанные значения\", fontsize=12)\n", + "plt.title(f\"Фактические vs. Предсказанные ({best_model_name})\", fontsize=14)\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа №4\n", + "df = df.drop(columns=[\"Altimeter\"])\n", + "df = df.drop(columns=[\"Temp_Cloud\"])\n", + "y = df[\"Solar energy\"]\n", + "X = df.drop(columns=[\"Solar energy\"])\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Knn\n", + "\n", + "knn_params = {\n", + "\n", + " 'n_neighbors': [3, 5, 7, 9],\n", + "\n", + " 'weights': ['uniform', 'distance'],\n", + "\n", + " 'metric': ['euclidean', 'manhattan']\n", + "\n", + "}\n", + "\n", + "knn_grid = GridSearchCV(KNeighborsRegressor(), knn_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "knn_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best KNN:\", knn_grid.best_params_, \"Best R²:\", knn_grid.best_score_)\n", + "\n", + "# Дерево решений\n", + "\n", + "dt_params = {\n", + "\n", + " 'max_depth': [3, 5, 10, 15],\n", + "\n", + " 'min_samples_split': [2, 5, 10],\n", + "\n", + " 'min_samples_leaf': [1, 2, 5]\n", + "\n", + "}\n", + "\n", + "dt_grid = GridSearchCV(DecisionTreeRegressor(random_state=42), dt_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "dt_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best Decision Tree:\", dt_grid.best_params_, \"Best R²:\", dt_grid.best_score_)\n", + "\n", + "# Случайный лес\n", + "\n", + "rf_params = {\n", + "\n", + " 'n_estimators': [100, 200, 300],\n", + "\n", + " 'max_depth': [5, 10, 15],\n", + "\n", + " 'min_samples_split': [2, 5, 10]\n", + "\n", + "}\n", + "\n", + "rf_grid = GridSearchCV(RandomForestRegressor(random_state=42), rf_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "rf_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best Random Forest:\", rf_grid.best_params_, \"Best R²:\", rf_grid.best_score_)\n", + "\n", + "# Градиентный бустинг\n", + "\n", + "cat_params = {\n", + "\n", + " 'iterations': [100, 500, 1000],\n", + "\n", + " 'learning_rate': [0.01, 0.05, 0.1],\n", + "\n", + " 'depth': [4, 6, 8]\n", + "\n", + "}\n", + "\n", + "cat_grid = RandomizedSearchCV(CatBoostRegressor(verbose=0, random_state=42), cat_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "\n", + "cat_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best CatBoost:\", cat_grid.best_params_, \"Best R²:\", cat_grid.best_score_)\n", + "\n", + "# Нейронная сеть\n", + "\n", + "mlp_params = {\n", + "\n", + " 'hidden_layer_sizes': [(50,), (100,), (50, 50)],\n", + "\n", + " 'activation': ['relu', 'tanh'],\n", + "\n", + " 'alpha': [0.0001, 0.001, 0.01]\n", + "\n", + "}\n", + "\n", + "mlp_grid = RandomizedSearchCV(MLPRegressor(max_iter=5500, random_state=42), mlp_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "\n", + "mlp_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best MLP:\", mlp_grid.best_params_, \"Best R²:\", mlp_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "knn_best = knn_grid.best_estimator_\n", + "dt_best = dt_grid.best_estimator_\n", + "rf_best = rf_grid.best_estimator_\n", + "cat_best = cat_grid.best_estimator_\n", + "mlp_best = mlp_grid.best_estimator_\n", + "def evaluate_model(model, X_test, y_test):\n", + " y_pred = model.predict(X_test)\n", + " mae = mean_absolute_error(y_test, y_pred)\n", + " mse = mean_squared_error(y_test, y_pred)\n", + " rmse = np.sqrt(mse)\n", + " mape = np.mean(np.abs((y_test - y_pred) / y_test)) * 100\n", + " r2 = r2_score(y_test, y_pred)\n", + " return {'MAE': mae, 'MSE': mse, 'RMSE': rmse, 'MAPE': mape, 'R2': r2}\n", + "\n", + "models = {'KNN': knn_best, 'Decision Tree': dt_best, 'Random Forest': rf_best, 'CatBoost': cat_best, 'MLP': mlp_best}\n", + "\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " print(f\"{name} Evaluation: {results}\")\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Список моделей и их названий\n", + "models = {\n", + " \"KNN\": knn_best,\n", + " \"Decision Tree\": dt_best,\n", + " \"Random Forest\": rf_best,\n", + " \"CatBoost\": cat_best,\n", + " \"MLP\": mlp_best\n", + "}\n", + "\n", + "# Создаем DataFrame для предсказанных значений\n", + "predictions_df = pd.DataFrame({\"Actual\": y_test})\n", + "\n", + "# Генерируем предсказания для каждой модели\n", + "for name, model in models.items():\n", + " predictions_df[name] = model.predict(X_test)\n", + "\n", + "# Выводим первые 10 строк предсказаний\n", + "print(predictions_df.head(10))\n", + "\n", + "# Визуализация предсказаний\n", + "plt.figure(figsize=(12, 6))\n", + "plt.plot(predictions_df[\"Actual\"].values, label=\"Actual\", color=\"black\", linewidth=2)\n", + "\n", + "for name in models.keys():\n", + " plt.plot(predictions_df[name].values, label=name, linestyle=\"--\")\n", + "\n", + "plt.legend()\n", + "plt.title(\"Actual vs Predicted Values\")\n", + "plt.xlabel(\"Samples\")\n", + "plt.ylabel(\"Solar Energy Output\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import pickle\n", + "\n", + "# Список моделей и их названий\n", + "models = {\n", + " \"KNN\": knn_best,\n", + " \"Decision_Tree\": dt_best,\n", + " \"Random_Forest\": rf_best,\n", + " \"CatBoost\": cat_best,\n", + " \"MLP\": mlp_best\n", + "}\n", + "\n", + "# Сохраняем каждую модель в файл .pkl\n", + "for name, model in models.items():\n", + " with open(f\"{name}.pkl\", \"wb\") as file:\n", + " pickle.dump(model, file)\n", + "\n", + "print(\"Все модели сохранены в формате .pkl!\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "df" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.2" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/удалить.ipynb b/удалить.ipynb new file mode 100644 index 0000000..d244757 --- /dev/null +++ b/удалить.ipynb @@ -0,0 +1,2817 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа 1\n", + "import pandas as pd\n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.read_excel(r\"C:\\Users\\Cyber\\Downloads\\daily-weather-dataset_chronological-order.xlsx\", sheet_name=\"daily\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy(Inverters)
6322017-10-250.2310.005.872.8982.335.5629.0429.8313737NaN
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6342017-10-270.8910.005.790.0467.3713.6229.0829.8715797NaN
6352017-10-280.999.673.43-0.1177.879.6729.1529.946400NaN
6362017-10-290.5810.004.96-0.9067.585.5329.0729.868537NaN
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy(Inverters)
02016-02-010.109.453.110.3279.464.7029.2330.0220256NaN
12016-02-020.803.946.996.2293.6013.2928.9129.701761NaN
22016-02-030.878.701.620.0285.0016.7329.0329.822775NaN
32016-02-040.3710.00-2.47-5.8974.529.4629.4630.2628695NaN
42016-02-050.529.21-2.00-4.1582.035.9229.5530.359517NaN
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" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 2016-02-01 0.10 9.45 3.11 0.32 \n", + "1 2016-02-02 0.80 3.94 6.99 6.22 \n", + "2 2016-02-03 0.87 8.70 1.62 0.02 \n", + "3 2016-02-04 0.37 10.00 -2.47 -5.89 \n", + "4 2016-02-05 0.52 9.21 -2.00 -4.15 \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "0 79.46 4.70 29.23 30.02 20256 \n", + "1 93.60 13.29 28.91 29.70 1761 \n", + "2 85.00 16.73 29.03 29.82 2775 \n", + "3 74.52 9.46 29.46 30.26 28695 \n", + "4 82.03 5.92 29.55 30.35 9517 \n", + "\n", + " (Inverters) \n", + "0 NaN \n", + "1 NaN \n", + "2 NaN \n", + "3 NaN \n", + "4 NaN " + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(637, 11)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.shape # Параметр .shape показывает размерность датафрейма" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "7007" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.size # Параметр .size показывает количество элементов в датафрейме" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date 637\n", + "Cloud coverage 637\n", + "Visibility 637\n", + "Temperature 637\n", + "Dew point 637\n", + "Relative humidity 637\n", + "Wind speed 637\n", + "Station pressure 637\n", + "Altimeter 637\n", + "Solar energy 637\n", + "(Inverters) 0\n", + "dtype: int64" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.count() # Метод count считает сколько всего непустых записей в каждом столбце" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "RangeIndex: 637 entries, 0 to 636\n", + "Data columns (total 11 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 Date 637 non-null datetime64[ns]\n", + " 1 Cloud coverage 637 non-null float64 \n", + " 2 Visibility 637 non-null float64 \n", + " 3 Temperature 637 non-null float64 \n", + " 4 Dew point 637 non-null float64 \n", + " 5 Relative humidity 637 non-null float64 \n", + " 6 Wind speed 637 non-null float64 \n", + " 7 Station pressure 637 non-null float64 \n", + " 8 Altimeter 637 non-null float64 \n", + " 9 Solar energy 637 non-null int64 \n", + " 10 (Inverters) 0 non-null float64 \n", + "dtypes: datetime64[ns](1), float64(9), int64(1)\n", + "memory usage: 54.9 KB\n" + ] + } + ], + "source": [ + "data.info() # Метод .info() показывает тип каждого столбца и занимаемую память" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date datetime64[ns]\n", + "Cloud coverage float64\n", + "Visibility float64\n", + "Temperature float64\n", + "Dew point float64\n", + "Relative humidity float64\n", + "Wind speed float64\n", + "Station pressure float64\n", + "Altimeter float64\n", + "Solar energy int64\n", + "(Inverters) float64\n", + "dtype: object" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.dtypes # Параметр .dtypes показывает просто тип каждого столбца" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy(Inverters)
0FalseFalseFalseFalseFalseFalseFalseFalseFalseFalseTrue
1FalseFalseFalseFalseFalseFalseFalseFalseFalseFalseTrue
2FalseFalseFalseFalseFalseFalseFalseFalseFalseFalseTrue
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" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 False False False False False \n", + "1 False False False False False \n", + "2 False False False False False \n", + "3 False False False False False \n", + "4 False False False False False \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "0 False False False False False \n", + "1 False False False False False \n", + "2 False False False False False \n", + "3 False False False False False \n", + "4 False False False False False \n", + "\n", + " (Inverters) \n", + "0 True \n", + "1 True \n", + "2 True \n", + "3 True \n", + "4 True " + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().head() # Метод .isna() вместо каждого значения подставит True (значение NaN) или False (действительное значение)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Date 0\n", + "Cloud coverage 0\n", + "Visibility 0\n", + "Temperature 0\n", + "Dew point 0\n", + "Relative humidity 0\n", + "Wind speed 0\n", + "Station pressure 0\n", + "Altimeter 0\n", + "Solar energy 0\n", + "(Inverters) 637\n", + "dtype: int64" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.isna().sum() # Подсчитаем количество пропусков в каждом столбце с помощью метода .sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "637\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() # Подсчитаем сколько всего пропусков (во всех столбцах) в нашем датафрейме\n", + "print(proc) # Отобразим количество посчитанных пропусков" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "9.1%\n" + ] + } + ], + "source": [ + "proc = data.isna().sum().sum() / data.size\n", + "print(round(100*proc,1), '%', sep='')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "df = pd.DataFrame(data)\n", + "# Функция для удаления выбросов по IQR\n", + "def remove_outliers(df, column):\n", + " Q1 = df[column].quantile(0.25)\n", + " Q3 = df[column].quantile(0.75)\n", + " IQR = Q3 - Q1\n", + " lower_bound = Q1 - 1.5 * IQR\n", + " upper_bound = Q3 + 1.5 * IQR\n", + " return df[(df[column] >= lower_bound) & (df[column] <= upper_bound)]\n", + "\n", + "# Удаляем выбросы из указанных столбцов\n", + "columns_to_clean = [\"Cloud coverage\"]\n", + "for col in columns_to_clean:\n", + " df = remove_outliers(df, col)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "df = df.dropna(axis=1, how='all')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy
02016-02-010.109.453.110.3279.464.7029.2330.0220256
12016-02-020.803.946.996.2293.6013.2928.9129.701761
22016-02-030.878.701.620.0285.0016.7329.0329.822775
32016-02-040.3710.00-2.47-5.8974.529.4629.4630.2628695
42016-02-050.529.21-2.00-4.1582.035.9229.5530.359517
.................................
6322017-10-250.2310.005.872.8982.335.5629.0429.8313737
6332017-10-260.0110.0010.595.3272.749.6128.9729.7627465
6342017-10-270.8910.005.790.0467.3713.6229.0829.8715797
6352017-10-280.999.673.43-0.1177.879.6729.1529.946400
6362017-10-290.5810.004.96-0.9067.585.5329.0729.868537
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637 rows × 10 columns

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" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 2016-02-01 0.10 9.45 3.11 0.32 \n", + "1 2016-02-02 0.80 3.94 6.99 6.22 \n", + "2 2016-02-03 0.87 8.70 1.62 0.02 \n", + "3 2016-02-04 0.37 10.00 -2.47 -5.89 \n", + "4 2016-02-05 0.52 9.21 -2.00 -4.15 \n", + ".. ... ... ... ... ... \n", + "632 2017-10-25 0.23 10.00 5.87 2.89 \n", + "633 2017-10-26 0.01 10.00 10.59 5.32 \n", + "634 2017-10-27 0.89 10.00 5.79 0.04 \n", + "635 2017-10-28 0.99 9.67 3.43 -0.11 \n", + "636 2017-10-29 0.58 10.00 4.96 -0.90 \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \n", + "0 79.46 4.70 29.23 30.02 20256 \n", + "1 93.60 13.29 28.91 29.70 1761 \n", + "2 85.00 16.73 29.03 29.82 2775 \n", + "3 74.52 9.46 29.46 30.26 28695 \n", + "4 82.03 5.92 29.55 30.35 9517 \n", + ".. ... ... ... ... ... \n", + "632 82.33 5.56 29.04 29.83 13737 \n", + "633 72.74 9.61 28.97 29.76 27465 \n", + "634 67.37 13.62 29.08 29.87 15797 \n", + "635 77.87 9.67 29.15 29.94 6400 \n", + "636 67.58 5.53 29.07 29.86 8537 \n", + "\n", + "[637 rows x 10 columns]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energy
Month
12017-01-16 00:00:00.0000000000.6877427.6809680.146452-1.62838784.66516110.52838728.89096829.9958066997.387097
22016-08-12 13:03:09.4736842240.4236848.6605262.729649-1.01350973.32771911.01859628.31298230.00052618253.228070
32016-09-14 12:00:00.0000000000.5425819.0974197.2591942.61387171.47209711.13419428.80919430.05290320158.129032
42016-10-15 00:00:00.0000000000.3966679.20300013.0061676.92300066.40216710.91500028.44316729.97316722788.183333
52016-11-14 12:00:00.0000000000.4464529.30354816.79064510.73645268.3985489.84822628.84225829.93838725069.661290
62016-12-15 00:00:00.0000000000.2196679.82500023.39783315.83433362.5236678.04200028.80583329.96283327298.333333
72017-01-14 12:00:00.0000000000.2783879.30790323.75451620.10048477.9798395.84403229.00354830.01354825919.580645
82017-02-14 12:00:00.0000000000.3011299.26354822.40758119.08854878.0800005.18725828.92629030.03580626099.193548
92017-03-17 00:00:00.0000000000.2541679.38850020.63000015.53900071.8623336.07766728.92500030.06333326273.516667
102017-04-09 22:24:00.0000000000.4481679.26666715.29383310.98633375.5728338.21466729.10383330.06516717878.600000
112016-11-15 12:00:00.0000000000.3146679.0133338.1016675.13733378.2473338.32100028.96933330.11333315866.566667
122016-12-16 00:00:00.0000000000.4148398.570645-1.561613-4.19419466.08000010.14290324.26806530.1587109431.903226
\n", + "
" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature \\\n", + "Month \n", + "1 2017-01-16 00:00:00.000000000 0.687742 7.680968 0.146452 \n", + "2 2016-08-12 13:03:09.473684224 0.423684 8.660526 2.729649 \n", + "3 2016-09-14 12:00:00.000000000 0.542581 9.097419 7.259194 \n", + "4 2016-10-15 00:00:00.000000000 0.396667 9.203000 13.006167 \n", + "5 2016-11-14 12:00:00.000000000 0.446452 9.303548 16.790645 \n", + "6 2016-12-15 00:00:00.000000000 0.219667 9.825000 23.397833 \n", + "7 2017-01-14 12:00:00.000000000 0.278387 9.307903 23.754516 \n", + "8 2017-02-14 12:00:00.000000000 0.301129 9.263548 22.407581 \n", + "9 2017-03-17 00:00:00.000000000 0.254167 9.388500 20.630000 \n", + "10 2017-04-09 22:24:00.000000000 0.448167 9.266667 15.293833 \n", + "11 2016-11-15 12:00:00.000000000 0.314667 9.013333 8.101667 \n", + "12 2016-12-16 00:00:00.000000000 0.414839 8.570645 -1.561613 \n", + "\n", + " Dew point Relative humidity Wind speed Station pressure Altimeter \\\n", + "Month \n", + "1 -1.628387 84.665161 10.528387 28.890968 29.995806 \n", + "2 -1.013509 73.327719 11.018596 28.312982 30.000526 \n", + "3 2.613871 71.472097 11.134194 28.809194 30.052903 \n", + "4 6.923000 66.402167 10.915000 28.443167 29.973167 \n", + "5 10.736452 68.398548 9.848226 28.842258 29.938387 \n", + "6 15.834333 62.523667 8.042000 28.805833 29.962833 \n", + "7 20.100484 77.979839 5.844032 29.003548 30.013548 \n", + "8 19.088548 78.080000 5.187258 28.926290 30.035806 \n", + "9 15.539000 71.862333 6.077667 28.925000 30.063333 \n", + "10 10.986333 75.572833 8.214667 29.103833 30.065167 \n", + "11 5.137333 78.247333 8.321000 28.969333 30.113333 \n", + "12 -4.194194 66.080000 10.142903 24.268065 30.158710 \n", + "\n", + " Solar energy \n", + "Month \n", + "1 6997.387097 \n", + "2 18253.228070 \n", + "3 20158.129032 \n", + "4 22788.183333 \n", + "5 25069.661290 \n", + "6 27298.333333 \n", + "7 25919.580645 \n", + "8 26099.193548 \n", + "9 26273.516667 \n", + "10 17878.600000 \n", + "11 15866.566667 \n", + "12 9431.903226 " + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#3 Для прогнозирования солнечной генерации применена группировка по месяцу и времени года – чтобы учитывать сезонность выработки.\n", + "df[\"Date\"] = pd.to_datetime(df[\"Date\"]) # Преобразуем столбец 'Date' в формат datetime\n", + "df[\"Month\"] = df[\"Date\"].dt.month # Добавляем столбец 'Month' для группировки по месяцам\n", + "df_monthly = df.groupby(\"Month\").mean() # Группируем по месяцу и вычисляем средние значения\n", + "df_monthly" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "#5\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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vLxl3Z1MJKeFnaju989tOS9sDAAAAuAuCSgCAy3IiMVXu+2SlfPT7XnP/gQ7VZdqgNhJmYXbShSqFlJA3ezU2t6cs3SvbjyVY3SQAAADA5RFUAgAUmgZnbnn/T1mx95SU9PeRSfc0l1E3NRA/H+c7vXRvVEluaBQumVk2GfP9FrHZbFY3CQAAAHBpztfrBwC4hL92x0rvD5dLdHyK1KhQUr4f0kF6NKkkzuz5HvUl0M9bVu47JT9tira6OQAAAIBLI6gEACiw/605LP2mrjpXP6l6OZn9cHupVdH5Z1WrXDZIHu5Uy9x+7adtcjYt0+omAQAAAC6LoBIAIN90yNi7C3fJk7M2SEaWTW5uGiFfDmwtZYL8xVU82KmGRJYpYTKspq08YHVzAAAAAJfla3UDAACuISvLJi/9uEU+X34uEPNQp5ryTLe6ZnY1VxLo5yOPd6klz/5vk0z+fa/c26aalPD3sbpZAAC4tOPHj0t8fLzVzYALCwkJkbCwMKubgQIiqAQAyFdA6fk5m+TrVYfEy0vk5Vsayv3tosRV3d68sry3aLccPn1Wpq86KAM7VLe6SQAAuHRA6b77+0p6WqrVTYEL8/MPkK++/ILAkoshqAQAuKSMzCx55tuNMnvdEdGkpLfvaCq9WlQWV6az0z3auZaMmK3ZSnvk3jZVTQYTAAAoOM1Q0oDS2RqdJCswxOrmuAzvs3FSYt9SOVu9o2SVKCOezDslXmTv7+a7RFDJtRBUAgDkKT0zS4bNXC9zN0aLj7eXTOjTzNRRcge9mleW9xftliNxZ2XW6kMunXkFAIAz0IBSVsnyVjfD5WhAieMGV0WhbgBArlIzMuXRaWtNQMnPx0sm3dPcbQJKyt/XWwZ3rGFuf7ZsvylCDgAAACD/CCoBAC6Skp4pD325Rn7detwEX6bc31K6NwoXd6PD+EoF+MqeE0ny5+5Yq5sDAAAAuBSCSgCAHJLTMuSBz1fL4h0nJNDPW6b2ayWd61UUd6QBpTvO14f6fNl+q5sDAAAAuBSCSgAAhzOpGdL/079N1k5Jfx/5fEBr6VDbvcf439+umvm5cHuMHDyZbHVzAAAAAJdBUAkAYMSfTZf7P1kpq/adktIBvvLFwDbSpkaouLuaFUrJNbXLi5ZU+nIF2UoAAABAfhFUAgBIXHKa3PfxSll3ME5CSvjJ9EFtpUW1suIp+p6f+e27dUfMjHcAAAAA/hlBJQDwcCfPpMpdU1bIpiPxElrSX74e1FYaVw4RT3Jt3QrmvceeSZOlO09Y3RwAAADAJRBUAgAPFh1/Vu78aLlsP5YoFUoHyIzBbaVBRLB4Gj8fb7m1WaS5PXvtEaubAwAAALgEgkoA4KH2xSbJHR8ulz0nkiQiJFBmDm4rtcNKi6fq1eJcUGnB1uMSn5xudXMAAAAAp0dQCQA80LboBOk9ebkciTsrNcqXlFkPt5caFUqJJ2sYESL1wktLWmaW/LjxqNXNAQAAAJyeUwSVJk2aJFFRURIYGCht2rSRVatWXXL7WbNmSb169cz2jRs3lnnz5uV4/MUXXzSPlyxZUsqWLStdu3aVlStX5thGX8/LyyvH8sYbbxTL+wMAZ7L24Gnp89FyiT2TKvUrBcvMB9tJZJkSVjfLKdzRorL5+b+1h61uCgAAAOD0LA8qzZw5U4YPHy5jxoyRtWvXStOmTaVbt24SExOT6/bLli2Tu+++WwYOHCjr1q2Tnj17mmXz5s2OberUqSPvv/++bNq0Sf78808TQLr++uvlxImcxVdffvlliY6OdiyPPfZYsb9fALDSb1uPm1neElIypHnVMjJjUFtTSwnn3NIsQry9xMyCd/h0stXNAQAAAJya5UGl8ePHy6BBg2TAgAHSoEEDmTx5sgQFBcnUqVNz3X7ixInSvXt3efrpp6V+/fryyiuvSPPmzU0Qye6ee+4x2Uk1atSQhg0bmtdISEiQjRs35thX6dKlJTw83LFoZhMAuCObzSYf/7FXBn25WpLTMuWa2uXlqwfaSEiQn9VNcyoVSwdKq6hy5vb8zcesbg4AAADg1CwNKqWlpcmaNWtMAMjRIG9vc3/58uW5PkfXZ99eaWZTXtvra0yZMkVCQkJMFlR2OtwtNDRUrrrqKnn77bclIyMjz7ampqaawFT2BQBcQXpmloyas1le/Wmb2Gwid7euKlP7t5Igf1+rm+aUbmxcyfz8maASAAAA4LxBpdjYWMnMzJSwsLAc6/X+sWO5d+Z1fX62nzt3rpQqVcrUXXrnnXdkwYIFUr58ecfjjz/+uMyYMUMWL14sDz74oLz++uvyzDPP5NnWsWPHmsCUfalSpUoh3zUAXDkJKeny78/+lmkrD4qXl8ioHvXl9dsaiZ+P5YmqTqt7o3Dzc82B03IsPsXq5gAAAABOy23/qujcubOsX7/e1GDS4XJ33nlnjjpNWsfp2muvlSZNmshDDz0k48aNk/fee89kJOVmxIgREh8f71gOHTp0Bd8NABTcxsNxcvN7f8ofu2IlyN9HptzfUh64poaZmAB5CwsOlBbVyprbv2whWwkAAABwyqCSZg75+PjI8ePHc6zX+1rjKDe6Pj/ba32kWrVqSdu2beWTTz4RX19f8zMvOuucDn/bv39/ro8HBARIcHBwjgUAnFFW1rn6Sb0+XCYHTiabmd2+ebCd/KtBzixP5O2G89lK8zZFW90UAAAAwGlZGlTy9/eXFi1ayMKFCx3rsrKyzP127drl+hxdn317pUPb8to++37zykJSmtWk9ZwqVqxY4PcBAM7i5JlUGfj536Z+UnqmzQRH5j1+jTSKDLG6aS45BO7v/afkRGLe5w4AAADAk1lepVWHofXr109atmwprVu3lgkTJkhSUpKZDU717dtXIiMjTU0jNXToUOnUqZMZrtajRw9TF2n16tWmGLfS57722mtyyy23SKVKlUzdpkmTJsmRI0ekd+/eZhst6r1y5UozRE5ngNP7w4YNk/vuu0/Klj035AEAXG12N52tbMwPWyQmMVX8fb1l9E0N5N42VRnuVgiVywZJ48gQ2XQkXpbsiJHeLamjBwAAADhdUKlPnz5y4sQJGT16tCm23axZM5k/f76jGPfBgwdNBpFd+/btZfr06TJq1CgZOXKk1K5dW+bMmSONGjUyj+twuu3bt8vnn39uAko6u1urVq3kjz/+kIYNGzqGsmkw6sUXXzTZS9WrVzdBJQ1wAYCrOXQqWUZ/v1kW7zhh7teqWErev+cqqRfOMN3LcV29iiaotJigEgAAAOCcQSU1ZMgQs+RmyZIlF63TjCN71tGFdLa32bNnX/L1mjdvLitWrChkawHAOaRnZsnHf+yTiQt3Skp6lvj5eMnDnWrKI51rSaCfj9XNc3md61WUiQt3yR87Y82xZsY8AAAAwAmDSgCAghXinrspWt5ZsFP2xSaZdW2ql5PXbmsktSqWtrp5bqNJZIiElvSXk0lpsnr/aWlXM9TqJgEAAABOhaASALhQ3aRF22Pk7V92yPZjiWadBj2eu6Ge3NGiMrWTipi3t5d0qltBZq89YobAEVQCAAAAciKoBAAuYMXekyaYtObAaXO/dICvDOpYQ/7dobqUCuBXeXHWVdKgkgbzRt5Y3+rmAAAAAE6Fv0QAwIltOhwvb/2yXf7YFWvuB/h6S/+ro+ShjjWlbEl/q5vn9q6pXUF8vL1kd8wZUxC9Srkgq5sEAAAAOA2CSgDghPacOCP/+WWH/Lz5mLnv6+0ld7WuIo9dV1vCggOtbp7HCCnhJy2qlZVV+06ZIXB920VZ3SQAAADAaRBUAgAncvJMqplxbNrKg5KZZRMtk3Rbs0h5omsdqRpKlowVOtWpYIJKf+6KJagEAAAAZENQCQCcQEp6pny2bL9MWrRbElMzzLqu9SvK093qSd1wZnSz0tW1ypt6Vsv3njSBPh0OBwAAAICgEgBYbsmOGBk1Z7McPn3W3G8YESzP96gv7WuWt7ppEJHGkSFSOtBXElMyZNOReGlWpYzVTQIAAACcAkElALBIXHKavPjDFpmz/qi5Hx4cKE91qyu3XxVpprOHc9DMpHY1QuXXrcflr92xBJUAAACA87ztNwAAV86yPbHSfcIfJqCk8aOBHarLwic7yR0tKhNQckIdap/LGtOgEgAAAIBzyFQCgCsoK8tmCnG/u2iX2GwiNcqXlPF9mpH94uTsQxFXHzht6l8F+vlY3SQAAADAcgSVAOAKSUxJl2EzN8hv246b+31aVpExtzSQIH9+FTu7mhVKmuGJxxJSZPX+047MJQAAAMCTMfwNAK6A6Piz0uvDZSag5O/rLf/p3VTevKMJASUX4eXlJe1rhZrbf+1hCBwAAACgCCoBQDHbHXNGen2wTHYePyMVSwfIzMFtTe0kuJarzw+BW7bnpNVNAQAAAJwCl8gBoBhtPZog9368Qk4np5v6SV8MbC2VywZZ3SwUQpsa5czPLUfiJSk1Q0oGcAoFAACAZyNTCQCKyY5jiXLfJytNQKlJ5RCZ9VA7AkouTD+7yDIlJCPLJusOxlndHAAAAMByBJUAoJiGvGmG0qmkNBNQ+uqBNhJaKsDqZuEyta5+Lltp1f5TVjcFAAAAsBxBJQAoYscTUqTf1FUSeyZNGkYEy5f/biPBgX5WNwtFGVTaR10lAAAAgKASABShxJR06f/p33Ik7qxUL19SvhzYRkKCCCi5W1BJh7+lZmRa3RwAAADAUgSVAKCIZGRmySPT1sq26AQpXypAPh/QWsqV9Le6WShCWmy9fCl/Sc3Ikk2H461uDgAAAGApgkoAUETG/rxd/tgVKyX8fOTT/q2kaihFud2Nl5eXtIqirhIAAACgCCoBQBH4ds1h+eTPfeb2+DubSuPKIVY3CcVeV4mgEgAAADwbQSUAuEybj8TLyO82mduPd6ktNzSuZHWTcAWCSqv3n5bMLJvVzQEAAAAsQ1AJAC5D/Nl0eXjaGknLyJKu9SvKE11qW90kFLN64cFS0t9HzqRmyK6YRKubAwAAAFiGoBIAFJLNZpOnZ22QQ6fOSuWyJWRc72bi7e1ldbNQzHy8vaRZ1TLm9toDcVY3BwAAALAMQSUAKKSvVh6UX7ceF38fb/ng3uYSEuRndZNwhTSvWtb8XHPgtNVNAQAAACxDUAkACmFfbJK8/tM2c/u5G+pJk8rnMlfgWUGldQcJKgEAAMBzOUVQadKkSRIVFSWBgYHSpk0bWbVq1SW3nzVrltSrV89s37hxY5k3b16Ox1988UXzeMmSJaVs2bLStWtXWblyZY5tTp06Jffee68EBwdLmTJlZODAgXLmzJlieX8A3EtGZpYM/2a9nE3PlPY1Q6V/+yirm4Qr7Krzw9/2xibJ6aQ0q5sDAAAAeGZQaebMmTJ8+HAZM2aMrF27Vpo2bSrdunWTmJiYXLdftmyZ3H333SYItG7dOunZs6dZNm/e7NimTp068v7778umTZvkzz//NAGr66+/Xk6cOOHYRgNKW7ZskQULFsjcuXNl6dKlMnjw4CvyngG4to+W7pV1B+OkdICvvN27KXWUPFCZIH+pUaGkub3uENlKAAAA8EyWB5XGjx8vgwYNkgEDBkiDBg1k8uTJEhQUJFOnTs11+4kTJ0r37t3l6aeflvr168srr7wizZs3N0Eku3vuucdkJ9WoUUMaNmxoXiMhIUE2btxoHt+2bZvMnz9fPv74Y5MZ1aFDB3nvvfdkxowZcvTo0VxfNzU11ewj+wLA82w+Ei/vLNhpbr94S0OJLFPC6ibB4iFwFOsGAACAp7I0qJSWliZr1qwxASBHg7y9zf3ly5fn+hxdn317pZlNeW2vrzFlyhQJCQkxWVD2feiQt5YtWzq2033qa184TM5u7NixZh/2pUqVKoV6zwBcV0p6pjz5zQbJyLJJt4ZhcnvzSKubBAu1qEaxbgAAAHg2S4NKsbGxkpmZKWFhYTnW6/1jx47l+hxdn5/tdUhbqVKlTN2ld955xwxzK1++vGMfFStWzLG9r6+vlCtXLs/XHTFihMTHxzuWQ4cOFeo9A3BdmqG043iilC/lL6/f1li8vBj25snsmUobDseZOlsAAACAp7F8+Ftx6dy5s6xfv97UYNLhcnfeeWeedZryIyAgwBT1zr4A8Byr9p2SKX/sNbfH3t5EQksFWN0kWKx2xVKmrlZyWqYJNgIAAACextKgkmYO+fj4yPHjx3Os1/vh4eG5PkfX52d7nfmtVq1a0rZtW/nkk09MJpL+tO/jwgBTRkaGmREur9cF4LnOpGbIk7PWi80mcmfLyvKvBjmzJeGZtEB7kyoh5vaGQ/FWNwcAAADwrKCSv7+/tGjRQhYuXOhYl5WVZe63a9cu1+fo+uzbKx3altf22ferxbbt+4iLizP1nOwWLVpkttHC3QCQ3Ws/bZVDp86aotwv3NTA6ubAiTStXMb83HiYYt0AAADwPL5WN2D48OHSr18/UzS7devWMmHCBElKSjKzwam+fftKZGSkKZSthg4dKp06dZJx48ZJjx49zIxtq1evNsW4lT73tddek1tuuUUqVapk6jZNmjRJjhw5Ir179zbb6KxxOiROZ53T2ebS09NlyJAhctddd0lERISFRwOAs1m0/bh8veqQaPmkcXc2ldKBflY3CU6kyfmg0vpDBJUAAADgeSwPKvXp00dOnDgho0ePNkWymzVrJvPnz3cU4z548KCZlc2uffv2Mn36dBk1apSMHDlSateuLXPmzJFGjRqZx3U43fbt2+Xzzz83AaXQ0FBp1aqV/PHHH9KwYUPHfqZNm2YCSV26dDH779Wrl7z77rsWHAEAzupUUpo88+0mc3vg1dWlbY1Qq5sEJ9Osyrmg0q6YM5KcliFB/pafVgFcQkpKiulbVq1a1UzmAgCAK0txgvOaU/R+NbijS26WLFly0TrNOLJnHV1ID+Ts2bP/8TV1pjcNTgFAbmw2m4yas0liz6SagsxPdatrdZPghMJDAqVi6QCJSUyVLUcTpFVUOaubBOAStOM9ePBgk+Fep04dq5sDAIDLn9fcdvY3ALgcP2w4KvM2HRNfby8Zf2czCfTzsbpJcFJNz2crbWAIHAAAADwMQSUAuEB0/Fl5Yc5mc/vxLrWlceVzM3wBuWl6/vux4TAzwAEAAMCzEFQCgGyysmzyzLcbJSElw2SgPHJtTaubBBfJVGIGOAAAAHgagkoAkM1XKw/IH7tiJcDXW8bf2VR8ffg1iUtrEnkuqHTgZLLEJadZ3RwAAADgiuGvJQA4b++JM/L6vG3m9ogb6knNCqWsbhJcQEiQn1QvX9LcZggcAAAAPAlBJQAQkYzMLBn+zQZJSc+SDrXKS992UVY3CS6kyfm6Shsp1g0AAAAPQlAJAERk8u97ZP2hOCkd6Ctv3dFEvL29rG4SXEjjyHNBpS1HE6xuCgAAAHDFEFQC4PHWHTwt7/y2y9x+6ZaGElGmhNVNgotpEBFsfm4+yvA3AAAAeA6CSgA8WmJKugydsV4ys2xyc9MIue2qSKubBBfUsNK5TKXDp89KfHK61c0BAAAArgiCSgA82pjvt8jBU8kSWaaEvNqzkXh5MewNhSvWXaXcuQy3LWQrAQAAwEMQVALgseasOyKz1x0RLZ808a5mElLCz+omwQ2ylairBAAAAE9BUAmARzp4MllGzdlsbg/tUkdaRpWzuklwcY0iqasEAAAAz0JQCYDHSc/MkqEz18mZ1AxpFVVWHu1c0+omwQ00jCBTCQAAAJ6FoBIAj/PW/O2y7mCclA70lXf6NBNfH34V4vI1PJ+ptOfEGUlOy7C6OQAAAECx4y8pAB7lp43R8t8/9pnbb9/RRCqXDbK6SXATFUsHSoXSAWKziWyLTrS6OQAAAECxI6gEwGPsjkmUZ77dYG4/2KmGdG9Uyeomwc00ijiXrbSVukoAAADwAASVAHiEpNQMeeirtZKUlintaoTK09fXtbpJcOO6SpuPUFcJAAAA7o+gEgC3Z7PZ5Jn/bZTdMWckLDhA3r37KuoooVhngNsSTaYSAAAA3B9/VQFwe5/8uc/UUvL19pIP7m1u6t4AxZmptONYoqRlZFndHAAAAKBYEVQC4NZ+33lCXp+3zdwe1aO+tKhWzuomwY1VLltCggN9JT3TJrtiKNYNAAAA90ZQCYBbF+YeMn2tZNlEereoLP3aR1ndJLg5Ly8vR7bSFuoqAQAAwM0RVALglk4npcnAz1dLYkqGtIoqK6/e1sj8wQ9csbpKzAAHAAAAN0dQCYDbSc/MkoenrZEDJ5PNcKTJ97WQAF8fq5sFT5sB7iiZSgAAAHBvBJUAuN1Mb6O/3yIr9p6Skv4+8km/VhJaisLcuHIaRpzLVNoWnSCZOvYSAAAAcFMElQC4lU//2i9frzooOtLt3buvkrrhpa1uEjxMjQqlJNDPW5LTMmVfbJLVzQEAAACKDUElAG5j8fYYefWnreb2iBvqSZf6YVY3CR7Ix9tL6leirhIAAADcn1MElSZNmiRRUVESGBgobdq0kVWrVl1y+1mzZkm9evXM9o0bN5Z58+Y5HktPT5dnn33WrC9ZsqRERERI37595ejRozn2oa+nRXuzL2+88UaxvUcAxWv7sQR57Ot1Zqa3Pi2ryKBraljdJHiwRufrKm2lrhIAAADcmOVBpZkzZ8rw4cNlzJgxsnbtWmnatKl069ZNYmJict1+2bJlcvfdd8vAgQNl3bp10rNnT7Ns3rzZPJ6cnGz288ILL5ifs2fPlh07dsgtt9xy0b5efvlliY6OdiyPPfZYsb9fAEUv9kyqDPxstZxJzZA21cvJKz2Z6Q3OUVdpM5lKAAAAcGO+Vjdg/PjxMmjQIBkwYIC5P3nyZPnpp59k6tSp8txzz120/cSJE6V79+7y9NNPm/uvvPKKLFiwQN5//33z3JCQEHM/O32sdevWcvDgQalatapjfenSpSU8PDxf7UxNTTWLXUICV58BZ5CSnimDv1gtR+LOSlRokJnpzd/X8ng5PFyjyHOZSluOJpji8QQ5AQAA4I4s/csrLS1N1qxZI127dv3/Bnl7m/vLly/P9Tm6Pvv2SjOb8tpexcfHmw59mTJlcqzX4W6hoaFy1VVXydtvvy0ZGRl57mPs2LEmYGVfqlSpUoB3CqA46B/rz/5vo6w9GCfBgb7ySf9WUrakv9XNAqR2WClTWykuOV2OJaRY3RwAAADA/YJKsbGxkpmZKWFhOYvp6v1jx47l+hxdX5DtU1JSTI0lHTIXHHxuOIJ6/PHHZcaMGbJ48WJ58MEH5fXXX5dnnnkmz7aOGDHCBKfsy6FDhwr4bgEUtfcW7Zbv1x81f7x/eF8LqVmhlNVNAowAXx+pWaGkub09OtHq5gAAAADuOfytOGnR7jvvvNNkM3z44Yc5HtM6TnZNmjQRf39/E1zSjKSAgICL9qXrclsPwBpzNx6V8Qt2mtuv3NpIrq5V3uomATnoDHA7j5+RrdEJ0rleRaubAwAAALhXplL58uXFx8dHjh8/nmO93s+r1pGuz8/29oDSgQMHTI2l7FlKudFZ53T42/79+wv9fgBcGTqj1pPfbDC3B3aoLve0+f9aaYCzqBd+7ryz/RiZSgAAAHBPlgaVNDuoRYsWsnDhQse6rKwsc79du3a5PkfXZ99eadAo+/b2gNKuXbvkt99+M3WT/sn69etNPaeKFbmaDDizhJR0eWTaGknNyJJOdSrIyBvrW90kIFf1KpU2P7dHM7EDAAAA3JPlw990GFq/fv2kZcuWZoa2CRMmSFJSkmM2uL59+0pkZKQZlqaGDh0qnTp1knHjxkmPHj1MXaTVq1fLlClTHAGlO+64Q9auXStz5841NZvs9ZbKlStnAlla1HvlypXSuXNnMwOc3h82bJjcd999UrZsWQuPBoBL0aGsT32zQfafTJbIMiVkQp9mpp4S4IwaVDqXqbQ3NsnMUhjo52N1kwAAAAD3Cir16dNHTpw4IaNHjzbBn2bNmsn8+fMdxbgPHjxoMojs2rdvL9OnT5dRo0bJyJEjpXbt2jJnzhxp1KiRefzIkSPyww8/mNu6r+y0KPe1115raiNpMOrFF1+U1NRUqV69ugkqZa+zBMD5/PePvfLr1uPi5+Mlk+5tzkxvcGoVSwdI2SA/OZ2cLrtjzkijyBCrmwQAAAC4V1BJDRkyxCy5WbJkyUXrevfubZbcREVFmWyGS2nevLmsWLGikK0FYIWVe0/Km/N3mNujb2ogzaqUsbpJwCV5eXmZukrL956UbdEJBJUAAADgdiytqQQA+RGTmCJDvl4nmVk2ubVZhNzXtprVTQLyPQOc2hZNsW4AAAC4n0IFlfbu3Vv0LQGAXGRl2cxMbycSU6V2xVIy9vbGJgMEcKli3cco1g0AAAD3U6igUq1atUyR66+++kpSUlKKvlUAcN6XKw7IH7tiJcDXWz64t7kE+TvFqF0gX+qH2zOVEv5xaDYAAADgEUElnVmtSZMmprB1eHi4PPjgg7Jq1aqibx0Aj7Y7JlFen7fN3B5xQz2pHXYu6wNwFbXDSolOUKjFumMSU61uDgAAAGB9UElnVZs4caIcPXpUpk6dKtHR0dKhQwczA9v48ePNbG4AcDkyMrNk+DcbJDUjS66pXV76touyuklAgQX6+UiNCqUc2UoAAACAO7msQt2+vr5y++23y6xZs+TNN9+U3bt3y1NPPSVVqlSRvn37mmATABTG1L/2ycbD8RIc6Cv/6d1UvDXdA3BB9cLtdZUo1g0AAAD3cllBpdWrV8sjjzwilSpVMhlKGlDas2ePLFiwwGQx3XrrrUXXUgAeY39skoz7dae5PeqmBhIWHGh1k4AimAGOTCUAAAC4l0JVvNUA0qeffio7duyQG2+8Ub744gvz09v7XIyqevXq8tlnn0lUFMNVABSMFjN+bvZGM+ytQ63y0rtFZaubBFyW+vYZ4KLJVAIAAIB7KVRQ6cMPP5R///vf0r9/f5OllJuKFSvKJ598crntA+BhZq89Iiv2npISfj4y9vbG4uXFsDe4tnrnZ4Dbc+KMpGZkSoCvj9VNAgAAAKwLKunwtqpVqzoyk7JnGBw6dMg85u/vL/369SuaVgLwCPFn02Xsz+dmexvatbZUKRdkdZOAy1YpJNDUBktIyZDdMWekYUSI1U0CAAAArKupVLNmTYmNjb1o/alTp8zQNwAojHcW7JTYM2lSs0JJ+ffV/C6Be9BsO3tdJYbAAQAAQDw9qKQZSbk5c+aMBAZSUBdAwWkR4y+W7ze3X7qlkfj7XtY8AoBTcQSVjlGsGwAAAB46/G348OGOq66jR4+WoKD/H5qSmZkpK1eulGbNmhV9KwG4NQ1Uv/bTNsmyidzYOFw61C5vdZOAIlUv/Hyx7mNkKgEAAMBDg0rr1q1z/AG4adMmUzfJTm83bdpUnnrqqaJvJQC3tmTnCflzd6z4+3jLiBvqW90coNgylTQjDwAAAPDIoNLixYvNzwEDBsjEiRMlOPhcJxkACisjM0te/+lcce7+V0dRnBtuqU5YadGJDLVm2InEVKlQOsDqJgEAAACXrVBFSz799FMCSgCKxDerD8uumDNSJshPHu1cy+rmAMWihL+PVA8taW5TVwkAAAAel6l0++23y2effWaCSXr7UmbPnl0UbQPg5lLSM2Xiwp3m9uPX1ZaQEn5WNwkoNvUqlZa9sUlmCNw1tStY3RwAAADgygWVQkJCTIFu+20AuFxfrTggxxNSJbJMCbm3bVWrmwMUq3rhwTJv0zGKdQMAAMDzgko65C232wBQGGdSM+SDJXvM7ce71JIAXx+rmwRcmRngogkqAQAAwAMLddudPXvWzAAXFHSuoO6BAwfku+++kwYNGsj1119f1G0E4IY++2ufnEpKk6jQIOnVvLLVzQGuSKaS2h1zRtIzs8TPp1BlDQFcIDMzUzZu3CinTp2ScuXKSZMmTcTHhwsVAAA4bVDp1ltvNXWVHnroIYmLi5PWrVuLv7+/xMbGyvjx4+Xhhx8u+pYCcBuJKekyZelec3vYv+qIL39cwwNULltCSvr7SFJapuyPTZLaYecylwAU3tKlS+WDDz6QY8eOOdaFh4fLI488Ih07drS0bQAAeIJC/SW3du1aueaaa8ztb7/91py8NVvpiy++kHfffbeo2wjAzXy54oAkpGRIjQol5aYmEVY3B7givL29pM75IXDbqKsEFElAacyYMVKjRg2ZNGmSzJs3z/zU+7peHwcAAE4YVEpOTpbSpc91jH/99VeTteTt7S1t27Y1wSUAyEtyWoZ8/Mc+c/vRa2uJj/e5CQAATxoCt+NYgtVNAVx+yJtmKLVr105effVVadiwoSnLoD/1vq7/8MMPzXYAAMDJhr/VqlVL5syZI7fddpv88ssvMmzYMLM+JiZGgoPPdZgBIDfTVx40tZSqlCshtzYjSwmehWLd8DSpqalmsUtIKJqAqtZQ0iFvL7zwgrmwmZ3ev/fee+XRRx8121111VUXPZ+LoEDR4v8UigrfJdc7XoUKKo0ePVruueceE0zq0qWLuRpkz1rK7cQNACo1I9NRS+mRa2tRSwmeG1Ri+Bs8xNixY+Wll14q8v1qUW5VvXr1XB+3r7dvd6HXXnutyNsEALh8/H52PYUKKt1xxx3SoUMHiY6OlqZNmzrWa4BJs5cAIDffrz8qMYmpEh4cKLc3j7S6OYBlw9+OxJ2VhJR0CQ70s7pJQLEaMWKEDB8+PEemUpUqVS57vzrLm9q3b58Z8nYhXZ99uws9//zzUq1atctuB4D/z5YgGICiwO9n1/u/V6igktLi3Lpkp7PAFYYWVXz77bdNGrMGqd57771L7mvWrFkm3Xn//v1Su3ZtefPNN+XGG280j6Wnp8uoUaNMsca9e/dKSEiIdO3aVd544w2JiPj/oTZ65eqxxx6TH3/80aRJ9+rVSyZOnCilSpUq1HsAcGk2m00+OV9Lqf/VURLgy3TP8DwhQX5SKSRQouNTZOexRGkZlfsfvIC7CAgIMEtRa9KkiemHTps2zdRQyj4ELisry6yvVKmS2S43+gdLnTp1irxdAIDLw+9n11OosSdJSUkmqNO+fXtTX0ln2ci+FMTMmTPNFSydpUNnldOgUrdu3Ux9ptwsW7ZM7r77bhk4cKCsW7dOevbsaZbNmzc7iojrfrR9+nP27NmyY8cOueWWW3LsR8fab9myRRYsWCBz5841M4QMHjy4MIcDQD78uTtWdhxPlCB/H7m7VVWrmwNYPgSOGeCAwvPx8ZFHHnlEli9fbi4map9O+4D6U+/r+ocffthsBwAAnCxT6YEHHpDff/9d7r//fnMVyMur8LM3jR8/XgYNGiQDBgww9ydPniw//fSTTJ06VZ577rmLttdsou7du8vTTz9t7r/yyismMPT++++b52pmkt7PTh/TzKeDBw9K1apVZdu2bTJ//nz5+++/pWXLlmYbzY7SbKf//Oc/OTKaABQN+4xvd7asYrI1AE9VNzxYFu84wQxwwGXq2LGjqdeks8BpUW477Zvqen0cAAA4YVDp559/NoGfq6+++rJePC0tTdasWWPG29tp+rIOV9MrTLnR9dnH5ivNbNLZ6PISHx9vAl9lypRx7ENv2wNKSl9TX3vlypW51oUqrtlLAE+w83ii/L7zhGj8+d9X515UFfAU9SsxAxxQVDRwpP1RneVNSxtoDSUd8kaGEgAAThxUKlu2bJ6FDwsiNjZWMjMzJSwsLMd6vb99+/Zcn6N1l3LbXtfnJiUlRZ599lkzZC44+FyBVN22YsWKObbz9fU17ymv/RTX7CWAJ7DXUurWIFyqhgZZ3RzAUnXPD3/bcSzR1Bq7nGxfAOeGwjH7MAAALlRTSYecjR492oxdd2ZatPvOO+80nfYPP/zwsval2VSa8WRfDh06VGTtBNzZicRU+W79EXP7gWvIUgJqlC8lfj5ekpiaYWaBAwAAADwqU2ncuHGyZ88ekyEUFRUlfn4566Nogez8KF++vLm6dPz48Rzr9f6FM8vZ6fr8bG8PKOkUe4sWLXJkKdn3cWEh8IyMDJM2ndfrFtfsJYC7+2rFAUnLyJKmVcpIi2plrW4OYDl/X2+pWaGUbD+WaIbAVS5L9h4AAAA8KKiks60VBX9/f2nRooUsXLjQsU+dBlbvDxkyJNfntGvXzjz+xBNPONZpYW5df2FAadeuXbJ48WIJDQ29aB9xcXGmnpO+vtLAk752mzZtiuS9ARBJSc80QSU16JrqDPMBss0Ap0ElnRGxa4OcQ7oBAAAAtw4qjRkzpsgaoEW3+/XrZ4pm6wxtEyZMkKSkJMdscH379pXIyEhT00gNHTpUOnXqZLKlevToITNmzJDVq1fLlClTHAGlO+64w2RLzZ0719RsstdJ0ppJGsiqX7++mUFOZ53TGeP0ORrEuuuuu5j5DShCc9YdkZNJaRJZpoR0b5h7FiDgqTPAiRyVbdFM+gAAAAAPCyopzfT59ttvzTC4p59+2gRsNJCjQ+I0CJRfffr0kRMnTpgaTRr8adasmcyfP99RjPvgwYNmVja79u3by/Tp02XUqFEycuRIqV27tpn5rVGjRubxI0eOyA8//GBu676y06yla6+91tyeNm2aCSR16dLF7L9Xr17y7rvvFvZwALiA1jL7bNl+c7t/+yjx9SlUCTfALdWr9P/FugEAAACPCirptK1du3aVkJAQ2b9/v8n40aDS7NmzTRDoiy++KND+NLiT13C3JUuWXLSud+/eZsmN1njSP2b/ibZXg1MAisfag6fN8J4AX2/p3bKy1c0BnG74m9obmySpGZkS4Mv05wAAAHA93oUdsta/f39TsygwMNCx/sYbb5SlS5cWZfsAuKivVhw0P29uGiFlgvytbg7gVMKDAyWkhJ9kZtlkd8wZq5sDAAAAXLmg0t9//y0PPvjgRet12Ju9fhEAz3UqKU1+2hhtbt/XtprVzQGcjhatt2cr6QxwAAAAgMcElQICAiQh4eLiojt37pQKFSoURbsAuLBZqw9JWmaWNIoMlqaVQ6xuDuCU7EElnQEOAAAA8Jig0i233CIvv/yymTXNfsVVayk9++yzpuA1AM+VlWWT6avODX27r0018/sBwMXqVdIZ4IQZ4AAAAOBZQaVx48bJmTNnTFbS2bNnpVOnTlKrVi0pXbq0vPbaa0XfSgAu44/dsXLgZLKUDvSVW5pFWN0cwGnVtQ9/YwY4AAAAeNLsbzrr24IFC+Svv/6SDRs2mABT8+bNzYxwADzbVysOmJ+9mleWIP9C/YoBPELdsHNBpROJqXLyTKqElgqwukkAAABAgRT4L76srCz57LPPZPbs2bJ//34ztKV69eoSHh4uNpuNoS6ABzsad1YWbjtubt/TpqrVzQGcWskAX6laLkgOnkqWHccSpX0tgkoAAABw4+FvGjTSekoPPPCAHDlyRBo3biwNGzaUAwcOSP/+/eW2224rvpYCcHozVh2ULJtI6+rlpM75LAwAeXPMAMcQOAAAALh7ppJmKC1dulQWLlwonTt3zvHYokWLpGfPnvLFF19I3759i7qdAJxcemaWzPj7kLl9X9tqVjcHcJmg0q9bj8v2YxTrBgAAgJtnKn399dcycuTIiwJK6rrrrpPnnntOpk2bVpTtA+AiFm2PkZjEVAkt6S/dG4Zb3RzApWaA0+FvAAAAgFsHlTZu3Cjdu3fP8/EbbrjBFO4G4Hm+OZ+l1KtFZfH3LdTEkoDHzgC343iiZOrYUQAAAMCFFOgvv1OnTklYWFiej+tjp0+fLop2AXAhx+JTZPGOGHP7zpZVrG4O4DKiQktKgK+3pKRnmYLdAAAAgNsGlTIzM8XXN+8yTD4+PpKRkVEU7QLgQv639rAp0N2yWlmpVbGU1c0BXIaPt5ejqP32aOoqAQAAwI0LdevsbzrLW0BA7tMep6amFlW7ALiIrCybfLP63NC3Pq3IUgIKU6x705F4MwPcDY0rWd0cAAAAoHiCSv369fvHbZj5DfAsK/adlAMnk6VUgK/0aMIfxEBh6yoxAxwAAADcOqj06aefFl9LALh0ge6bm0ZIkH+BfqUAEJH652eA00wlAAAAwJUwRROAQotPTpefNx8ztxn6BhR++JvSQt1JqdQlBAAAgOsgqASg0L7fcERSM7LMH8VNK4dY3RzAJYWWCpDypQLEZhPZeZxsJQAAALgOgkoACm3m+aFvd7asIl5eXlY3B3BZ9Sudy1baFk1QCQAAAK6DoBKAQtl8JF62HE0Qfx9vue2qSKubA7i0BhHn6iptjY63uikAAABAvhFUAnBZWUrXNwyTsiX9rW4O4NIanC/WvfUoM8ABAADAdRBUAlBgKemZMmf9EXObAt3A5WsY8f8zwGVm2axuDgAAAJAvBJUAFNjPm6MlMSVDIsuUkKtrlre6OYDLq16+lAT6eUtyWqYcOJlkdXMAAACAfCGoBOCyCnR7e1OgG7hcPt5eUjfsXLHurdEMgQMAAIBrIKgEoED2xybJir2nRCd7692ystXNAdyGvVj3NoJKAAAAcBEElQAUyDerz2UpdaxdQSLKlLC6OYDboFg3AAAAXI3lQaVJkyZJVFSUBAYGSps2bWTVqlWX3H7WrFlSr149s33jxo1l3rx5OR6fPXu2XH/99RIaGipeXl6yfv36i/Zx7bXXmseyLw899FCRvzfA3WRkZsm3aw6b2xToBoonU4nhbwAAAHAVlgaVZs6cKcOHD5cxY8bI2rVrpWnTptKtWzeJiYnJdftly5bJ3XffLQMHDpR169ZJz549zbJ582bHNklJSdKhQwd58803L/nagwYNkujoaMfy1ltvFfn7A9zNkh0nJCYxVcqV9Jeu9cOsbg7gVuqGB5thpccTUiX2TKrVzQEAAACcO6g0fvx4E9wZMGCANGjQQCZPnixBQUEyderUXLefOHGidO/eXZ5++mmpX7++vPLKK9K8eXN5//33Hdvcf//9Mnr0aOnateslX1tfJzw83LEEB5+7QgwgbzPOF+ju1TxS/H0tT3QE3EqpAF+JCi1pblNXCQAAAK7Asr8K09LSZM2aNTmCP97e3ub+8uXLc32Orr8wWKSZTXltfynTpk2T8uXLS6NGjWTEiBGSnJx8ye1TU1MlISEhxwJ4kuMJKbJ4x7ksQoa+AcWDukoAAABwJb5WvXBsbKxkZmZKWFjOITR6f/v27bk+59ixY7lur+sL4p577pFq1apJRESEbNy4UZ599lnZsWOHqceUl7Fjx8pLL71UoNcB3InWUsrMsknLamWlVsVzU58DKPq6Sj9tiqauEgAAAFyCZUElKw0ePNhxW4t9V6pUSbp06SJ79uyRmjVr5voczWbS+k92mqlUpQrZGvAMWVk2x6xvZCkBxYdMJQAAALgSy4JKOvTMx8dHjh8/nmO93tcaR7nR9QXZPr901jm1e/fuPINKAQEBZgE80Yp9J+XAyWRT86VHk0pWNwdwW/XPB5X2xiZJSnqmBPr5WN0kAAAAwPlqKvn7+0uLFi1k4cKFjnVZWVnmfrt27XJ9jq7Pvr1asGBBntvn1/r1681PzVgCcLGZ5wt039IsQoL8PTLBEbgiwoIDzOyKOtR05/FEq5sDAAAAXJKlfx3qcLJ+/fpJy5YtpXXr1jJhwgRJSkoys8Gpvn37SmRkpKlnpIYOHSqdOnWScePGSY8ePWTGjBmyevVqmTJlimOfp06dkoMHD8rRo0fNfa2VpOyzvOkQt+nTp8uNN94ooaGhpqbSsGHDpGPHjtKkSRNLjgPgzOKT0+Xnzefqlt3F0DegWHl5eZkhcH/ujjVD4JpULmN1kwAAAADnDCr16dNHTpw4IaNHjzbFtps1aybz5893FOPW4JDOCGfXvn17ExAaNWqUjBw5UmrXri1z5swxM7jZ/fDDD46glLrrrrvMzzFjxsiLL75oMqR+++03RwBL6yL16tXL7BPAxeasPyJpGVlmWE7jyBCrmwN4RLFuE1SiWDcAAACcnOXjWIYMGWKW3CxZsuSidb179zZLXvr372+WvGgQ6ffffy9kawHPYrPZ5OtVB83tPi0rmywKAMWLYt0AAABwFZbVVALg/DYdiZftxxLF39dbel4VaXVzAI/JVFLbohPMzIsAAACAsyKoBCBPM84X6L6hUbiUCfK3ujmAR6hRvqQJ5CalZcrBU8lWNwcAAADIE0ElALlKTsuQH9afK3jfhwLdwBXj6+Mt9cJLm9vUVQIAAIAzI6gEIFc/bYyWM6kZUi00SNpWD7W6OYBHqR/+/0PgAAAAAGdFUAlArmaeH/p2Z8sq4u1NgW7AirpKWyjWDQAAACdGUAnARXbHJMrqA6fFx9tL7mhR2ermAB6n4fmg0uYj8VY3BQAAAMgTQSUAeWYpda5bUcKCA61uDuCRmUqaIBiTmCoxCSlWNwcAAADIFUElADmkpGfKrDWHze27KNANWCLI31dqVihlbm8iWwkAAABOiqASgBx+3HBU4pLTJbJMCelcr6LVzQE8VuPKIeYnQSUAAAA4K4JKAHL4asUB8/PetlVNTSUA1mgceS6oRF0lAAAAOCuCSgAcNhyKkw2H48Xfx1v6tGToG+AMQSUylQAAAOCsCCoBcPjyfJZSjyaVJLRUgNXNATyavVj38QSKdQMAAMA5EVQCYJxOSjP1lNR9batZ3RzA41GsGyh6VatWlSlTppifAAC4uqpOcF4jqATA+HbNYUnNyJKGEcHSvGoZq5sDgCFwQJELDAyUOnXqmJ8AALi6QCc4rxFUAiBZWTb5auW5oW/3t60mXl4U6AacQSOKdQMAAMCJEVQCIEt3nZADJ5OldKCv3NIswurmADivcWUylQAAAOC8CCoBkK/OF+ju3aKKqeMCwDk0zFas+zjFugEAAOBkCCoBHu7QqWRZuD3G3L63LYVLAWeiQd46YaXN7Q2H4qxuDgAAAJADQSXAw33y5z6x2UQ61qngmGkKgPNoWvlc4fwNhwkqAQAAwLkQVAI8WFxymsz8+5C5PfiaGlY3B0AumlY5H1Q6RF0lAAAAOBeCSoAHm7byoJxNz5QGlYLl6lqhVjcHQC6a2YNKh+PMTI0AAACAsyCoBHio1IxM+fSv/eb24I41xMvLy+omAchFnbBSEujnLYkpGbI3Nsnq5gAAAAAOBJUAD/X9uqMSeyZVKoUESo8mlaxuDoA8+Pp4S+PIEHObYt0AAABwJgSVAA+kQ2im/LHX3P731dXFz4dfBYAzo1g3AAAAnBF/SQIe6PedJ2R3zBkpHeArd7WuYnVzAOS7WDdBJQAAADgPgkqAB/po6R7z8+42VaV0oJ/VzQGQz2LdW6MTTD00AAAAwBlYHlSaNGmSREVFSWBgoLRp00ZWrVp1ye1nzZol9erVM9s3btxY5s2bl+Px2bNny/XXXy+hoaGm8PD69esv2kdKSoo8+uijZptSpUpJr1695Pjx40X+3gBntPFwnKzYe0p8vb2kf/soq5sDIB8qly0h5Ur6S3qmTbYeTbC6OQAAAID1QaWZM2fK8OHDZcyYMbJ27Vpp2rSpdOvWTWJiYnLdftmyZXL33XfLwIEDZd26ddKzZ0+zbN682bFNUlKSdOjQQd588808X3fYsGHy448/mgDV77//LkePHpXbb7+9WN4j4Gw++v1cLaWbm0ZIRJkSVjcHQD7oRZKrzmcrrT3IEDgAAAA4B0uDSuPHj5dBgwbJgAEDpEGDBjJ58mQJCgqSqVOn5rr9xIkTpXv37vL0009L/fr15ZVXXpHmzZvL+++/79jm/vvvl9GjR0vXrl1z3Ud8fLx88skn5rWvu+46adGihXz66acmYLVixYpie6+AM9h5PFHmbY42tx/sVMPq5gAogObVypqfaw+ctropAAAAgLVBpbS0NFmzZk2O4I+3t7e5v3z58lyfo+svDBZpZlNe2+dGXzM9PT3HfnQ4XdWqVS+5n9TUVElISMixAK7mvUW7xWYT6d4wXOqFB1vdHAAF0OJ8UGn1gVNi0//IAAAAgKcGlWJjYyUzM1PCwsJyrNf7x44dy/U5ur4g2+e1D39/fylTpkyB9jN27FgJCQlxLFWqMGMWXMvumESZu/Gouf14l9pWNwdAATWtXEZ8vL3keEKqHI1Psbo5AAAAgPWFul3FiBEjzNA5+3Lo0CGrmwQUKkvp+gZh0iCCLCXA1ZTw95GG5//vrmEIHAAAADw5qFS+fHnx8fG5aNY1vR8eHp7rc3R9QbbPax869C4uLq5A+wkICJDg4OAcC+Aqth9LkB82kKUEuLrmVamrBAAAAOdhWVBJh6BpkeyFCxc61mVlZZn77dq1y/U5uj779mrBggV5bp8bfU0/P78c+9mxY4ccPHiwQPsBXMl/ftlhspR6NK4kjSJDrG4OgMusq0SmEgAAAJyBr5UvPnz4cOnXr5+0bNlSWrduLRMmTJCkpCQzG5zq27evREZGmnpGaujQodKpUycZN26c9OjRQ2bMmCGrV6+WKVOmOPZ56tQpEyA6evSoI2CkNAtJF62HNHDgQPPa5cqVMxlHjz32mAkotW3b1pLjABSn1ftPyW/bYkwtluHX17G6OQCKIKi0NTpBktMyJMjf0tM4AAAAPJylvdE+ffrIiRMnZPTo0aZIdrNmzWT+/PmOYtwaHNIZ4ezat28v06dPl1GjRsnIkSOldu3aMmfOHGnUqJFjmx9++MERlFJ33XWX+TlmzBh58cUXze133nnH7LdXr15mVjedQe6DDz64gu8cuDJ0hqi35p8LrPZuUVlqVihldZMAXIaIMiWkUkigRMenyIZD8dKuZqjVTQIAAIAHs/wS55AhQ8ySmyVLlly0rnfv3mbJS//+/c1yKYGBgTJp0iSzAO5swdbjsmr/KfH39ZahXamlBLiD5tXKyk8bo2XNgVMElQAAAGApZn8D3FRqRqa8Nm+buf1Ah+pSKaSE1U0CUARaR5UzP1fuO2V1UwAAAODhCCoBburzZfvlwMlkqVA6QB7pXMvq5gAoIq2rl3MU607PzLK6OQAAAPBgBJUANxR7JlXeW7jb3H6mW10pFWD5SFcARaRuWGkpE+QnyWmZsvlIvNXNAQAAgAcjqAS4odfnbZPE1AxpHBkivZpXtro5AIqQt7eXtGIIHAAAAJwAQSXAzSzbHSuz1x4RLy+Rl29taP4ABeBe2pwfArdy70mrmwIAAAAPRlAJcCMp6Zny/JzN5vb9bavJVVXLWt0kAMWgbY1zs76t3n9aMrNsVjcHAAAAHoqgEuBGPli8W/bFJknF0gHyVLe6VjcHQDGpXylYSgf6mmGuW48mWN0cAAAAeCiCSoCb2HAoTiYt2WNuv3hLQwkO9LO6SQCKiU+OukoMgQMAAIA1CCoBbjLs7clZG8wwmJuaVJIbG1eyukkArlBdpRV7KdYNAAAAaxBUAtzA27/skN0xZ6RC6QB55dZGVjcHwBXQrmaoo1h3RmaW1c0BAACAByKoBLi4hduOyyd/7jO33+zVWMqW9Le6SQCugIYRIVImyM/UVdpwON7q5gAAAMADEVQCXNiRuLNm2Jvq3z5KrqsXZnWTAFzBukpX1yxvbv+x64TVzQEAAIAHIqgEuKi0jCwZMn2txCWnS9PKITLixnpWNwnAFdah9rmg0p+7Yq1uCgAAADwQQSXABdlsNnn+u02y7mCcmVb8/XuaS4Cvj9XNAnCFdah1Lqi07lCcJKakW90cAAAAeBiCSoAL+viPfTJrzWHx9hJ57+6rpEq5IKubBMAC+n+/WmiQmfmRWeAAAABwpRFUAlzML1uOyes/bzO3X7ipgVxbt6LVTQLgBNlKf1JXCQAAAFcYQSXAhfy1O1Yem75ObDaRe9pUNcW5AXi2a87XVfpjN3WVAAAAcGURVAJcxPpDcTL4i9WSlpkl3RuGy8u3NBQvLy+rmwXAYu1qljczwe09kSSHTiVb3RwAAAB4EIJKgAtYvf+U3P/xSklKy5Sra4XKxLubia8P/30BiISU8JOW1cqa2wu3Hbe6OQAAAPAg/FUKOLllu2Ol79RVkpiaIW2ql5Mp97dkpjcAOXSpf6622sLtMVY3BQAAAB6EoBLgxL5ff0T6f/q3JKdlmropnw1oLSUDfK1uFgAn06V+mPm5Yu9JOZOaYXVzAAAA4CEIKgFOyGazyXsLd8nQGesdNZT+27ellPAnQwnAxWqULylRoUGSnmmTP3YyCxwAAACuDIJKgJNJSEmXB79cI+MW7DT3B3esIR/c21wC/QgoAcidFu23Zyv9to0hcAAAALgyCCoBTmTT4Xi55b0/5detx8Xfx1vG3t5YRt5YX7y9meUNQP7qKi3ZESOZWTarmwMAAAAPQHEWwAlkZGbJB0v2yLsLd0lGlk0iy5SQD+9rLk0ql7G6aQBcRKuoclI60FdOJqXJ+kOnpUW1clY3CQAAAG6OTCXAYhsPx0nPD/6S8Qt2moBSj8aVZO5jHQgoASgQPx9vua7euWylnzYes7o5AAAA8ABOEVSaNGmSREVFSWBgoLRp00ZWrVp1ye1nzZol9erVM9s3btxY5s2bd1GR49GjR0ulSpWkRIkS0rVrV9m1a1eObfT1tAZF9uWNN94olvcH5Cb2TKq8MGez9Jz0l2w+kiDBgb4yoU8zef+eq6RsSX+rmwfABWlQWs3bFC1ZDIEDAACAuweVZs6cKcOHD5cxY8bI2rVrpWnTptKtWzeJicm90OiyZcvk7rvvloEDB8q6deukZ8+eZtm8ebNjm7feekveffddmTx5sqxcuVJKlixp9pmSkpJjXy+//LJER0c7lscee6zY3y+g031P+G2ndHprsXy54oDo3323NouQhU9eKz2vijQBTgAojI51KkipAF85lpAiaw+etro5AAAAcHOWB5XGjx8vgwYNkgEDBkiDBg1MICgoKEimTp2a6/YTJ06U7t27y9NPPy3169eXV155RZo3by7vv/++I0tpwoQJMmrUKLn11lulSZMm8sUXX8jRo0dlzpw5OfZVunRpCQ8PdywafAKKS2pGpnyxfL9c+/ZimfDbLklKy5TGkSEy/YE2MvGuq6RC6QCrmwjAxekskf9qcG4WuLkbo61uDgAAANycpUGltLQ0WbNmjRme5miQt7e5v3z58lyfo+uzb680C8m+/b59++TYsWM5tgkJCTHD6i7cpw53Cw0NlauuukrefvttycjIyLOtqampkpCQkGMB8uN0Upq8v2iXXP3GYhn9/RaJPZMm1UKDzDC37x+9WtrXKm91EwG4EYbAAQAAwCNmf4uNjZXMzEwJCzt3VdVO72/fvj3X52jAKLftdb39cfu6vLZRjz/+uMlwKleunBlSN2LECDMETjOncjN27Fh56aWXCvlO4Yn2xSbJp3/tk1mrD8vZ9EyzrlJIoDx8bU25u3VVU1QXAIraNXXKS+kAX4lJTJXVB05L6+rMAgcAAAA3DCpZSes42ekQOX9/f3nwwQdN8Cgg4OJhSBp0yv4czVSqUqXKFWsvXMPZtEz5eXO0zPz7kKzcd8qxvmFEsAzuWENubFyJYBKAYhXg6yP/ahgms9ceke/XHyGoBAAAAPcMKpUvX158fHzk+PHjOdbrfa1xlBtdf6nt7T91nc7+ln2bZs2a5dkWHR6nw9/2798vdevWvehxDTTlFmwCdHiJFsT9bt0R+WH9UUlMPTeM0ttL5Nq6FeWBDtWlXc1QCnADuGJuv6qyCSr9sOGovHBTA1NrCQAAAChqlqZMaHZQixYtZOHChY51WVlZ5n67du1yfY6uz769WrBggWP76tWrm8BS9m00q0hngctrn2r9+vWmnlPFihWL4J3B3WlB+I2H4+S1n7bK1W8ukjsmL5dpKw+agFLlsiVk+L/qyJ/PXidT+7cyNZMIKAG4ktrXDJXIMiUkMSVDftny/0O/AQAAALca/qZDyvr16yctW7aU1q1bm5nbkpKSzGxwqm/fvhIZGWmGpamhQ4dKp06dZNy4cdKjRw+ZMWOGrF69WqZMmWIe1z/en3jiCXn11Veldu3aJsj0wgsvSEREhPTs2dNsowW7NcjUuXNnMwOc3h82bJjcd999UrZsWQuPBpxZemaW/L3vlPy69bj8tu24HD591vGYTuF9fYMwub15ZfPHnLemKQGARfR3UK8WleXdhbtMXbdbm0Va3SQAAAC4IcuDSn369JETJ07I6NGjTSFtHaI2f/58R6HtgwcPmgwiu/bt28v06dNl1KhRMnLkSBM4mjNnjjRq1MixzTPPPGMCU4MHD5a4uDjp0KGD2WdgYKB5XIexaTDqxRdfNLO6aeBJg0rZayYBKiElXZbsOCG/bT0ui3fEmKv+diX8fKRL/YpyU5MIubZuBYaXAHAqvc8Hlf7aEyuHTydL5bJBVjcJAODmvFPirW6CS/E+G5fjpyfju+O6vGw6jgcFpkPqQkJCJD4+XoKDg61uDorQoVPJJhNJl1X7Tkl65v//Fwkt6W8CSV3rh8k1tStICX8CSQCc191TVsjyvSdlWNc6MrRrbfFUnLOdB58F4J60fu199/eV9LRUq5sCF+bnHyBfffnFRTO5w7nP2ZZnKgFWy8yyyfpDp+W3bTGycNtx2Xn8TI7Ha1YoKV0bhJnhbc2qlBUfhrYBcBF3tqpsgkoz/j4oj3SuyeyTAIBioUEADQboH59AYWkAg4CS6yGoBI+UnJYhS3eeMIGkxdtj5GRSmuMxDRq1rFbWZCNpVlKNCqUsbSsAFNYNjSrJq3O3SXR8iinYrcN1AQAoDhoMICAAeB6CSvAYKemZsmRHjPy4MVoWbYuRs+mZjsdKB/rKtXV1WFtF6VSngpQJ8re0rQBQFLTW271tq5naSlP/3EdQCQAAAEWKoBLcWlaWTVbsPSmz1hyWX7cck6S0/w8kVSlXQv5VP9wEklpVL8ewEABu6b62VWXykj2y9mCcrDt4Wq6qyiynAAAAKBoEleCWjsadlW/XHJZZaw7JoVNnHesjy5SQHk0qyU1NKknjyBDx8qI+EgD3VrF0oNzcNEL+t/awfPrXfoJKAAAAKDIEleA2dCLD5XtOytS/9snC7TFin9ewdICv3NwsQno1j5SrqpQVbwptA/AwA66OMkGlnzZFy1PX15WqoUFWNwkAAABugKAS3KJW0g/rj5pg0vZjiY71bWuUkztbVjGFakv4+1jaRgCwUqPIEOlYp4KZoOC9Rbvk7d5NrW4SAAAA3ABBJbisM6kZ8tWKA/LxH3sl9sy52dtK+PnIHS0qS/+ro6Qms7YBgMOwrrVNUGn2uiPySOdaUr18SaubBAAAABdHUAkuJyElXT7/a7988tc+iUtOd9RK6tuumtzVqqqEBPlZ3UQAcDpaS+m6ehVl0fYYeW/hLhnfp5nVTQIAAICLI6gEl5GUmiGf/LlP/vvHXklMyTDr9Er7o51rya3NIpi9DQD+wbCudUxQac76I/LQtTWlTlhpq5sEAAAAF0ZQCU4vLSNLvl510NQBsQ9zq12xlAy5rpbc1CRCfCi8DQD50rhyiHRvGC7ztxyTF3/YItMeaMMsmAAAACg0gkpwWllZNvlhw1EZt2CHHDp11qyLCg2S4dfXlZsaV2IWNwAohOd71JfFO2Jk2Z6TMm/TMenRpJLVTQIAAICLIqgEp2Oz2WTJzhPy1vwdsi06wawrXypAhnatLXe1qsIwNwC4DFXKBcnD19aUCb/tkld/2irX1q0gJQPoDgAAAKDg6EXCqWw8HCdj522X5XtPmvulA3zlwU415N8dqkuQP19XACgKD3WqKf9be9hkgf7n1x0y5uaGVjcJAAAALoi/0uEUDp5Mlrd/3SE/bjhq7vv7eJvZ3LQId9mS/lY3DwDcSqCfj7x8ayMZ8Onf8ulf+6Vz3YrSsU4Fq5sFAAAAF0NQCZY6nZQm7y3aLV+u2C/pmTaz7rarImX4v+qYIRoAgOKhgSQN3n+x/IA8NWuDzH+io5QjiA8AAIACIKgES6SkZ8rUv/bJh0v2SGJKhll3Te3y8mz3etIoMsTq5gGARxh5Y31TsHt3zBl58pv18nG/VsyoCQAAgHyj4jGuqMwsm8xafUg6/2eJKcStAaX6lYLli3+3li8HtiGgBABXeBjcxLuaSYCvtyzecUJe+2mb1U0CAACACyFTCVeEBpPmbjwq7y7cJXtOJJl1ESGB8lS3utKzWaR4c2UcACzRMCJExt3ZVIZMX2cySKuXD5L720VZ3SwAAAC4AIJKKFZZGkzaFG2CSTq8QoWU8JNHrq0p/dpHmavkAABr3dQkQg7ohAm/7JDRP2yRAF8fubNVFaubBQAAACdHUAnFVjNpzroj8vGf+xzBpOBAXxl0TQ3pf3WUlA70s7qJAIBsNNgfHX9WvlpxUJ7530ZJzcyS+9tWs7pZAAAAcGIElVCkTiWlyZfLD5jZ3GLPpJl1pQN95YEONWRAhygJJpgEAE7Jy8tLXrm1kfj7+JhhcC/M2SyHTiXLM93qiq8PJRgBAABwMYJKuGw2m01W7jsl36w+JD9tjJbUjCxHzaQBV1eXPq2rEEwCABcJLL1wU30pFeAj7y7aLVOW7pVNh+NNMe+KwYFWNw8AAABOhqASCk2HScxee8TM5rb/ZLJjfePIEHngmupyY+NK4sfVbQBwucDS8Ovrmpk5n5q1QZbvPSldxv8uI26oL3e1qsLECgAAAHAgqIQCZSRpfaRftx6XX7cckw2H4x2PlfT3kZubRkjvllWkedUy5o8SAIDruqFxJakdVkqGf7NBNh6Ol5HfbZKvVx2UJ7rWluvqVeT3PAAAAAgq4dJiElJkxb5TsmrfSflr90nZF5vkeEz/nmhVrZz0bllZejSpJEH+fJ0AwJ3Uqlhavnvkavl82X4Z9+sO2XQkXgZ+vloaVAqWe9pUlVubRTDxAgAAgAdzirFJkyZNkqioKAkMDJQ2bdrIqlWrLrn9rFmzpF69emb7xo0by7x58y7KqBk9erRUqlRJSpQoIV27dpVdu3bl2ObUqVNy7733SnBwsJQpU0YGDhwoZ86cm6XMU508kyp/7Y6Vj//YK8O/WS+d/7NEWr++UB7/ep2ZDUgDSv4+3tK5bgUZe3tjWTmyi3zzUDuTnURACQDck4+3l/y7Q3VZ+kxnebBjDSnh5yNboxNk1JzN0vLV3+SBz/+WGasOysGTyeb8CwAAAM/hZbO4Bzhz5kzp27evTJ482QSUJkyYYIJGO3bskIoVK160/bJly6Rjx44yduxYuemmm2T69Ony5ptvytq1a6VRo0ZmG72vj3/++edSvXp1eeGFF2TTpk2ydetWE4hSN9xwg0RHR8tHH30k6enpMmDAAGnVqpXZX34kJCRISEiIxMfHm8CUs0tJz5TTyWlmdrbTSelyNP6sHD59Vg6fSpZDp5NNTaQTiakXPU+zkfSKdOvq5aRN9VC5ulYoV6UBwIOdTkqT/609LDP+PmSGRGcXFhwgjSJCpGbFUlKjfEnzMyq0pJQr6W+CU1ZxtXO2O+OzAADAvc7ZlgeVNJCkwZz333/f3M/KypIqVarIY489Js8999xF2/fp00eSkpJk7ty5jnVt27aVZs2amcCUvp2IiAh58skn5amnnjKP60EICwuTzz77TO666y7Ztm2bNGjQQP7++29p2bKl2Wb+/Ply4403yuHDh83zreoULdx2XBJS0iUj0yZZNptkZNkkK+vcz8ys3NdpwOisLmlZ2W5nypnUjHNBpOQ0SU7LzNfrR4UGSb3wYKlXqbQpuN0yqpyElCCIBADISc+3248lyoKtx2XxjhgzS5yel3Kj8SQNLIWWDJDQUv5SKsBXSvj7mKynQD8fczvQV396S8OIELm6VvkibSuBDOfBZwEAgHudsy0ds5SWliZr1qyRESNGONZ5e3ub4WrLly/P9Tm6fvjw4TnWdevWTebMmWNu79u3T44dO2b2YacHQoNX+lwNKulPHfJmDygp3V5fe+XKlXLbbbdd9LqpqalmsdMDaz/QRenF/62WA9lmUitKvt5eUibIT8oG+Uv50gESWaaERJQJlMplg6Ry2RJSs0IpKRlwwVci/awkpJ8tlvYAAFxbZEmR/q3CzKIXM7YciZfdsWdk34kk2RubJPtjkyQ6PkWytEZfSrLEnPznfd7ZsrI0ruhfpO20n6sZnmc9+2dQ1P0nAAAglvSfLA0qxcbGSmZmpskiyk7vb9++PdfnaMAot+11vf1x+7pLbXPh0DpfX18pV66cY5sL6XC6l1566aL1mlUFAACKxrjzS3FITEw0F5pgHf0MFP0nAABcwz/1n6iunE+aTZU9Q0qH6Wmx79DQUKZVziWiqZ3FQ4cOkdqeDxyv/ONYFQzHq2A4Xu57vPQKm3aI8jO8HcVLPwP9zpQuXTrP/pMrfbc8CZ+L8+KzcU58Ls6Lz6Zo+0+WBpXKly8vPj4+cvz48Rzr9X54eHiuz9H1l9re/lPX6exv2bfRukv2bWJiYnLsIyMjwwSJ8nrdgIAAs2SnQ+iQN/0Pyn/S/ON45R/HqmA4XgXD8XLP40WGknPQUgOVK1d2q++Wp+FzcV58Ns6Jz8V58dkUTf/JWyzk7+8vLVq0kIULF+bIANL77dq1y/U5uj779mrBggWO7XW2Nw0MZd9GI5FaK8m+jf6Mi4sz9ZzsFi1aZF5bay8BAAAAAADg0iwf/qZDyvr162eKZrdu3VomTJhgZncbMGCAebxv374SGRlpahqpoUOHSqdOnWTcuHHSo0cPmTFjhqxevVqmTJliHtdU6ieeeEJeffVVqV27tgkyvfDCCyZlq2fPnmab+vXrS/fu3WXQoEFmxrj09HQZMmSIKeJNajwAAAAAAIALBJX69OkjJ06ckNGjR5si2TpEbf78+Y5C2wcPHjSp0nbt27eX6dOny6hRo2TkyJEmcKQzvzVq1MixzTPPPGMCU4MHDzYZSR06dDD7DAwMdGwzbdo0E0jq0qWL2X+vXr3k3XffvcLv3j3pMMExY8ZcNFwQueN45R/HqmA4XgXD8SoYjheKC98t58Tn4rz4bJwTn4vz4rMpWl425tcFAAAAAABAAVlaUwkAAAAAAACuiaASAAAAAAAACoygEgAAAAAAAAqMoBIAAAAAAAAKjKASisz+/ftl4MCBUr16dSlRooTUrFnTVNVPS0vLsd3GjRvlmmuuMbPxValSRd566y3xVK+99pqZ0TAoKEjKlCmT6zY6A2KPHj3MNhUrVpSnn35aMjIyxBNNmjRJoqKizHenTZs2smrVKqub5BSWLl0qN998s0RERIiXl5eZETM7nY9BZ9isVKmS+b/ZtWtX2bVrl3iisWPHSqtWraR06dLm/1PPnj1lx44dObZJSUmRRx99VEJDQ6VUqVJmdtDjx4+LJ/rwww+lSZMmEhwcbJZ27drJzz//7HicY4WiRD/CedFfcV70jaxHP8w50ee7cggqochs375dsrKy5KOPPpItW7bIO++8I5MnT5aRI0c6tklISJDrr79eqlWrJmvWrJG3335bXnzxRZkyZYp4Iu0o9+7dWx5++OFcH8/MzDQdNN1u2bJl8vnnn8tnn31mTkyeZubMmTJ8+HDzB8batWuladOm0q1bN4mJiRFPl5SUZI6Hdixzo39wvfvuu+b/48qVK6VkyZLm2OmJ1NP8/vvvpvOwYsUKWbBggaSnp5vfSXoM7YYNGyY//vijzJo1y2x/9OhRuf3228UTVa5cWd544w3z+3r16tVy3XXXya233mp+xyuOFYoS/QjnRX/FOdE3cg70w5wTfb4ryAYUo7feestWvXp1x/0PPvjAVrZsWVtqaqpj3bPPPmurW7euzZN9+umntpCQkIvWz5s3z+bt7W07duyYY92HH35oCw4OznEMPUHr1q1tjz76qON+ZmamLSIiwjZ27FhL2+Vs9Nf6d99957iflZVlCw8Pt7399tuOdXFxcbaAgADb119/bfN0MTEx5pj9/vvvjmPj5+dnmzVrlmObbdu2mW2WL19uYUudh/4O//jjjzlWuCLoRzgX+ivOhb6R86Ef5rzo8xUfMpVQrOLj46VcuXKO+8uXL5eOHTuKv7+/Y51G6jUV8fTp0xa10nnp8WrcuLGEhYXlOF56pdaeKeAJ9MqnXpHWdGE7b29vc1+PEfK2b98+OXb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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.1 \n", + "# Выбираем числовые столбцы, исключая \"Month\"\n", + "numeric_features = df.select_dtypes(include=[\"number\"]).columns\n", + "numeric_features = numeric_features.drop(\"Month\") # Убираем \"Month\"\n", + "\n", + "# Строим графики для всех числовых признаков (кроме \"Month\")\n", + "for col in numeric_features:\n", + " plt.figure(figsize=(14, 4))\n", + "\n", + " # График плотности (KDE)\n", + " plt.subplot(121)\n", + " sns.kdeplot(data=df, x=col)\n", + " plt.title(f\"Распределение: {col}\")\n", + "\n", + " # Boxplot (ящик с усами)\n", + " plt.subplot(122)\n", + " sns.boxplot(data=df, x=col)\n", + " plt.title(f\"Boxplot: {col}\")\n", + "\n", + " plt.show()\n", + "\n", + "#plt.figure(figsize=(8, 5))\n", + "#sns.histplot(df['Visibility'], bins=20, kde=True)\n", + "#plt.title(\"Гистограмма распределения параметра видимости\")\n", + "#plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.3. Матрица корреляции\n", + "# Позволяет увидеть, как связаны между собой числовые переменные и для поиска зависимостей между погодными параметрами\n", + "# Чем ближе значение к 1 или -1, тем сильнее положительная или отрицательная корреляция\n", + "plt.figure(figsize=(8, 5))\n", + "sns.heatmap(df_monthly.corr(), annot=True, cmap='coolwarm', fmt=\".2f\")\n", + "plt.title(\"Матрица корреляции погодных параметров\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.4. Диаграмма рассеяния облачности и солнечной энергии\n", + "# Показывает взаимосвязь между облачностью и уровнем солнечной энергии.\n", + "plt.figure(figsize=(8, 5))\n", + "sns.scatterplot(x=df['Cloud coverage'], y=df['Solar energy'])\n", + "plt.title(\"Диаграмма рассеяния: Облачность vs Солнечная энергия\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 5.5. Среднее значение облачности по месяцам\n", + "#Позволяет проанализировать сезонные тренды облачности.\n", + "#Позволяет быстро увидеть, в какие месяцы облачность выше или ниже.\n", + "plt.figure(figsize=(8, 5))\n", + "sns.barplot(x=df['Month'], y=df['Cloud coverage'], estimator=sum)\n", + "plt.title(\"Среднее значение облачности по месяцам\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_selection import VarianceThreshold\n", + "\n", + "# Оставляем только числовые признаки\n", + "numeric_features = df.select_dtypes(include=[\"number\"])\n", + "\n", + "# Удаляем признаки с дисперсией ниже 0.01\n", + "selector = VarianceThreshold(threshold=0.01)\n", + "df_var = selector.fit_transform(numeric_features)\n", + "\n", + "# Получаем оставшиеся названия признаков\n", + "selected_features = numeric_features.columns[selector.get_support()]\n", + "df_selected = df[selected_features]\n" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Выбранные признаки: Index(['Cloud coverage', 'Visibility', 'Temperature', 'Relative humidity',\n", + " 'Wind speed'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import SelectKBest, f_regression\n", + "\n", + "# Убираем столбец с датами и выбираем только числовые признаки\n", + "X = df.select_dtypes(include=[\"number\"]).drop(columns=[\"Solar energy\"]) \n", + "y = df[\"Solar energy\"] # Целевая переменная\n", + "\n", + "# Отбор 5 лучших признаков\n", + "selector = SelectKBest(score_func=f_regression, k=5)\n", + "X_new = selector.fit_transform(X, y)\n", + "\n", + "# Выводим выбранные признаки\n", + "selected_features = X.columns[selector.get_support()]\n", + "print(\"Выбранные признаки:\", selected_features)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Новые лучшие признаки: Index(['Cloud coverage', 'Temperature', 'Dew point', 'Station pressure',\n", + " 'Altimeter'],\n", + " dtype='object')\n" + ] + } + ], + "source": [ + "from sklearn.feature_selection import RFE\n", + "from sklearn.linear_model import LinearRegression\n", + "\n", + "model = LinearRegression()\n", + "rfe = RFE(model, n_features_to_select=5)\n", + "X_rfe = rfe.fit_transform(X, y)\n", + "\n", + "selected_features = X.columns[rfe.support_]\n", + "print(\"Новые лучшие признаки:\", selected_features)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "DataFrame с добавленным признаком 'Temp_Cloud':\n" + ] + }, + { + "data": { + "text/html": [ + "
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DateCloud coverageVisibilityTemperatureDew pointRelative humidityWind speedStation pressureAltimeterSolar energyMonthTemp_Cloud
02016-02-010.109.453.110.3279.464.7029.2330.022025620.3110
12016-02-020.803.946.996.2293.6013.2928.9129.70176125.5920
22016-02-030.878.701.620.0285.0016.7329.0329.82277521.4094
32016-02-040.3710.00-2.47-5.8974.529.4629.4630.26286952-0.9139
42016-02-050.529.21-2.00-4.1582.035.9229.5530.3595172-1.0400
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6322017-10-250.2310.005.872.8982.335.5629.0429.8313737101.3501
6332017-10-260.0110.0010.595.3272.749.6128.9729.7627465100.1059
6342017-10-270.8910.005.790.0467.3713.6229.0829.8715797105.1531
6352017-10-280.999.673.43-0.1177.879.6729.1529.946400103.3957
6362017-10-290.5810.004.96-0.9067.585.5329.0729.868537102.8768
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637 rows × 12 columns

\n", + "
" + ], + "text/plain": [ + " Date Cloud coverage Visibility Temperature Dew point \\\n", + "0 2016-02-01 0.10 9.45 3.11 0.32 \n", + "1 2016-02-02 0.80 3.94 6.99 6.22 \n", + "2 2016-02-03 0.87 8.70 1.62 0.02 \n", + "3 2016-02-04 0.37 10.00 -2.47 -5.89 \n", + "4 2016-02-05 0.52 9.21 -2.00 -4.15 \n", + ".. ... ... ... ... ... \n", + "632 2017-10-25 0.23 10.00 5.87 2.89 \n", + "633 2017-10-26 0.01 10.00 10.59 5.32 \n", + "634 2017-10-27 0.89 10.00 5.79 0.04 \n", + "635 2017-10-28 0.99 9.67 3.43 -0.11 \n", + "636 2017-10-29 0.58 10.00 4.96 -0.90 \n", + "\n", + " Relative humidity Wind speed Station pressure Altimeter Solar energy \\\n", + "0 79.46 4.70 29.23 30.02 20256 \n", + "1 93.60 13.29 28.91 29.70 1761 \n", + "2 85.00 16.73 29.03 29.82 2775 \n", + "3 74.52 9.46 29.46 30.26 28695 \n", + "4 82.03 5.92 29.55 30.35 9517 \n", + ".. ... ... ... ... ... \n", + "632 82.33 5.56 29.04 29.83 13737 \n", + "633 72.74 9.61 28.97 29.76 27465 \n", + "634 67.37 13.62 29.08 29.87 15797 \n", + "635 77.87 9.67 29.15 29.94 6400 \n", + "636 67.58 5.53 29.07 29.86 8537 \n", + "\n", + " Month Temp_Cloud \n", + "0 2 0.3110 \n", + "1 2 5.5920 \n", + "2 2 1.4094 \n", + "3 2 -0.9139 \n", + "4 2 -1.0400 \n", + ".. ... ... \n", + "632 10 1.3501 \n", + "633 10 0.1059 \n", + "634 10 5.1531 \n", + "635 10 3.3957 \n", + "636 10 2.8768 \n", + "\n", + "[637 rows x 12 columns]" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[\"Temp_Cloud\"] = df[\"Temperature\"] * df[\"Cloud coverage\"]\n", + "print(\"\\nDataFrame с добавленным признаком 'Temp_Cloud':\")\n", + "df" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# 7\n", + "plt.figure(figsize=(8, 5))\n", + "sns.histplot(df[\"Solar energy\"], bins=30, kde=True)\n", + "plt.title(\"Распределение целевой переменной (Solar Energy)\")\n", + "plt.xlabel(\"Solar Energy\")\n", + "plt.ylabel(\"Частота\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12, 6))\n", + "sns.boxplot(x=df[\"Month\"], y=df[\"Solar energy\"])\n", + "plt.title(\"Распределение Solar Energy по месяцам\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Размер X_train: (509, 9)\n", + "Размер X_test: (128, 9)\n", + "Размер y_train: (509,)\n", + "Размер y_test: (128,)\n", + "Обучающая выборка X:\n", + " Cloud coverage Visibility Temperature Dew point Relative humidity \\\n", + "596 0.51 9.54 21.65 19.60 86.48 \n", + "327 0.99 4.35 3.37 2.59 93.07 \n", + "362 0.86 9.79 -0.89 -3.04 83.23 \n", + "231 0.00 10.00 21.45 14.17 65.31 \n", + "210 0.03 9.46 25.51 22.76 81.85 \n", + ".. ... ... ... ... ... \n", + "71 0.00 9.96 5.66 -2.00 57.98 \n", + "106 0.94 9.99 12.06 8.45 75.51 \n", + "270 0.05 8.69 13.19 11.15 84.47 \n", + "435 0.43 9.99 10.52 6.62 74.04 \n", + "102 0.32 9.63 14.82 9.57 71.09 \n", + "\n", + " Wind speed Station pressure Altimeter Temp_Cloud \n", + "596 1.03 29.14 29.94 11.0415 \n", + "327 4.87 29.41 30.21 3.3363 \n", + "362 11.92 29.04 29.83 -0.7654 \n", + "231 4.00 29.27 30.06 0.0000 \n", + "210 2.56 29.39 30.19 0.7653 \n", + ".. ... ... ... ... \n", + "71 6.92 28.64 30.31 0.0000 \n", + "106 6.82 29.39 30.19 11.3364 \n", + "270 11.16 29.36 30.15 0.6595 \n", + "435 7.05 29.42 30.22 4.5236 \n", + "102 11.18 29.20 29.99 4.7424 \n", + "\n", + "[509 rows x 9 columns]\n", + "\n", + "Тестовая выборка X:\n", + " Cloud coverage Visibility Temperature Dew point Relative humidity \\\n", + "260 0.41 10.00 21.60 16.70 69.82 \n", + "228 0.49 9.02 21.93 20.61 89.81 \n", + "31 0.99 5.36 1.38 0.08 92.85 \n", + "507 0.69 9.10 25.16 22.15 80.29 \n", + "503 0.42 10.00 23.05 17.81 72.26 \n", + ".. ... ... ... ... ... \n", + "416 0.57 10.00 5.17 -1.25 63.72 \n", + "174 0.18 6.63 26.85 24.31 85.34 \n", + "274 0.00 9.43 19.78 14.83 72.04 \n", + "518 0.12 9.99 25.84 19.04 65.02 \n", + "261 0.58 9.48 15.53 12.06 75.97 \n", + "\n", + " Wind speed Station pressure Altimeter Temp_Cloud \n", + "260 11.90 29.00 29.78 8.8560 \n", + "228 6.83 29.22 30.01 10.7457 \n", + "31 9.17 29.22 30.01 1.3662 \n", + "507 11.25 29.06 29.85 17.3604 \n", + "503 10.31 28.95 29.74 9.6810 \n", + ".. ... ... ... ... \n", + "416 12.39 29.44 30.24 2.9469 \n", + "174 8.08 29.16 29.97 4.8330 \n", + "274 9.72 29.19 29.98 0.0000 \n", + "518 3.42 29.25 30.04 3.1008 \n", + "261 6.59 28.98 30.06 9.0074 \n", + "\n", + "[128 rows x 9 columns]\n", + "\n", + "Обучающая выборка y:\n", + "596 16174\n", + "327 14258\n", + "362 10091\n", + "231 33103\n", + "210 30348\n", + " ... \n", + "71 38978\n", + "106 12923\n", + "270 21889\n", + "435 21140\n", + "102 32097\n", + "Name: Solar energy, Length: 509, dtype: int64\n", + "\n", + "Тестовая выборка y:\n", + "260 9249\n", + "228 11245\n", + "31 2916\n", + "507 8129\n", + "503 10744\n", + " ... \n", + "416 12225\n", + "174 29696\n", + "274 19233\n", + "518 12268\n", + "261 8060\n", + "Name: Solar energy, Length: 128, dtype: int64\n" + ] + } + ], + "source": [ + "#8\n", + "from sklearn.model_selection import train_test_split\n", + "df = df.drop(columns=[\"Date\"])\n", + "df = df.drop(columns=[\"Month\"])\n", + "y = df[\"Solar energy\"]\n", + "# Удалим целевую переменную\n", + "X = df.drop(columns=[\"Solar energy\"])\n", + "\n", + "\n", + "# Разбиение (80% train, 20% test)\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "# Вывод размеров получившихся выборок\n", + "print(f\"Размер X_train: {X_train.shape}\")\n", + "print(f\"Размер X_test: {X_test.shape}\")\n", + "print(f\"Размер y_train: {y_train.shape}\")\n", + "print(f\"Размер y_test: {y_test.shape}\")\n", + "print(\"Обучающая выборка X:\")\n", + "print(X_train)\n", + "print(\"\\nТестовая выборка X:\")\n", + "print(X_test)\n", + "print(\"\\nОбучающая выборка y:\")\n", + "print(y_train)\n", + "print(\"\\nТестовая выборка y:\")\n", + "print(y_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа 2\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.metrics import mean_absolute_error, mean_squared_error, r2_score\n", + "\n", + "# Модели машинного обучения\n", + "from sklearn.neighbors import KNeighborsRegressor\n", + "from sklearn.tree import DecisionTreeRegressor\n", + "from sklearn.ensemble import RandomForestRegressor\n", + "from catboost import CatBoostRegressor\n", + "from tensorflow import keras\n", + "from tensorflow.keras import layers\n", + "from tensorflow.keras.callbacks import EarlyStopping\n", + "from sklearn.model_selection import GridSearchCV, RandomizedSearchCV, KFold\n", + "from sklearn.neural_network import MLPRegressor\n", + "cv = KFold(n_splits=5, shuffle=True, random_state=42)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best KNN: {'metric': 'manhattan', 'n_neighbors': 9, 'weights': 'distance'} Best R²: 0.5997970934180643\n" + ] + } + ], + "source": [ + "# Knn\n", + "knn_params = {\n", + " 'n_neighbors': [3, 5, 7, 9],\n", + " 'weights': ['uniform', 'distance'],\n", + " 'metric': ['euclidean', 'manhattan']\n", + "}\n", + "knn_grid = GridSearchCV(KNeighborsRegressor(), knn_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "knn_grid.fit(X_train, y_train)\n", + "print(\"Best KNN:\", knn_grid.best_params_, \"Best R²:\", knn_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best Decision Tree: {'max_depth': 5, 'min_samples_leaf': 1, 'min_samples_split': 10} Best R²: 0.5280947664997903\n" + ] + } + ], + "source": [ + "# Дерево решений\n", + "dt_params = {\n", + " 'max_depth': [3, 5, 10, 15],\n", + " 'min_samples_split': [2, 5, 10],\n", + " 'min_samples_leaf': [1, 2, 5]\n", + "}\n", + "dt_grid = GridSearchCV(DecisionTreeRegressor(random_state=42), dt_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "dt_grid.fit(X_train, y_train)\n", + "print(\"Best Decision Tree:\", dt_grid.best_params_, \"Best R²:\", dt_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best Random Forest: {'max_depth': 5, 'min_samples_split': 2, 'n_estimators': 300} Best R²: 0.6187133517738269\n" + ] + } + ], + "source": [ + "# Случайный лес\n", + "rf_params = {\n", + " 'n_estimators': [100, 200, 300],\n", + " 'max_depth': [5, 10, 15],\n", + " 'min_samples_split': [2, 5, 10]\n", + "}\n", + "rf_grid = GridSearchCV(RandomForestRegressor(random_state=42), rf_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "rf_grid.fit(X_train, y_train)\n", + "print(\"Best Random Forest:\", rf_grid.best_params_, \"Best R²:\", rf_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best CatBoost: {'learning_rate': 0.05, 'iterations': 500, 'depth': 4} Best R²: 0.6299719921075985\n" + ] + } + ], + "source": [ + "# Градиентный бустинг\n", + "cat_params = {\n", + " 'iterations': [100, 500, 1000],\n", + " 'learning_rate': [0.01, 0.05, 0.1],\n", + " 'depth': [4, 6, 8]\n", + "}\n", + "cat_grid = RandomizedSearchCV(CatBoostRegressor(verbose=0, random_state=42), cat_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "cat_grid.fit(X_train, y_train)\n", + "print(\"Best CatBoost:\", cat_grid.best_params_, \"Best R²:\", cat_grid.best_score_)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best MLP: {'hidden_layer_sizes': (50, 50), 'alpha': 0.01, 'activation': 'relu'} Best R²: 0.5965653040697775\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Cyber\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\sklearn\\neural_network\\_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (5500) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "# Нейронная сеть\n", + "mlp_params = {\n", + " 'hidden_layer_sizes': [(50,), (100,), (50, 50)],\n", + " 'activation': ['relu', 'tanh'],\n", + " 'alpha': [0.0001, 0.001, 0.01]\n", + "}\n", + "mlp_grid = RandomizedSearchCV(MLPRegressor(max_iter=5500, random_state=42), mlp_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "mlp_grid.fit(X_train, y_train)\n", + "print(\"Best MLP:\", mlp_grid.best_params_, \"Best R²:\", mlp_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Сравнение моделей\n", + "models = [\"KNN\", \"Decision Tree\", \"Random Forest\", \"CatBoost\", \"Neural Network\"]\n", + "scores = [\n", + " knn_grid.best_score_,\n", + " dt_grid.best_score_,\n", + " rf_grid.best_score_,\n", + " cat_grid.best_score_,\n", + " mlp_grid.best_score_\n", + "]\n", + "\n", + "plt.figure(figsize=(10, 5))\n", + "sns.barplot(x=models, y=scores)\n", + "plt.ylabel(\"R2 Score\")\n", + "plt.title(\"Сравнение моделей машинного обучения\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "KNN Evaluation: {'MAE': 5624.312844378996, 'MSE': 52628541.95378907, 'RMSE': 7254.553187742789, 'MAPE': 57.016212798366915, 'R2': 0.5205766248191097}\n", + "Decision Tree Evaluation: {'MAE': 6544.274212495669, 'MSE': 72505216.39614122, 'RMSE': 8514.999494782205, 'MAPE': 64.36422779585003, 'R2': 0.33950867205516044}\n", + "Random Forest Evaluation: {'MAE': 5957.481368202981, 'MSE': 57083326.41963124, 'RMSE': 7555.350846891973, 'MAPE': 58.33936689696595, 'R2': 0.4799954548867801}\n", + "CatBoost Evaluation: {'MAE': 5757.159191346015, 'MSE': 56801877.489929676, 'RMSE': 7536.70203006127, 'MAPE': 50.9276005052821, 'R2': 0.48255933355051084}\n", + "MLP Evaluation: {'MAE': 5387.200249664025, 'MSE': 49763833.12361723, 'RMSE': 7054.348525811383, 'MAPE': 47.60781980960901, 'R2': 0.5466728897978624}\n" + ] + } + ], + "source": [ + "# Лабораторная работа №3 - Оценка моделей\n", + "knn_best = knn_grid.best_estimator_\n", + "dt_best = dt_grid.best_estimator_\n", + "rf_best = rf_grid.best_estimator_\n", + "cat_best = cat_grid.best_estimator_\n", + "mlp_best = mlp_grid.best_estimator_\n", + "def evaluate_model(model, X_test, y_test):\n", + " y_pred = model.predict(X_test)\n", + " mae = mean_absolute_error(y_test, y_pred)\n", + " mse = mean_squared_error(y_test, y_pred)\n", + " rmse = np.sqrt(mse)\n", + " mape = np.mean(np.abs((y_test - y_pred) / y_test)) * 100\n", + " r2 = r2_score(y_test, y_pred)\n", + " return {'MAE': mae, 'MSE': mse, 'RMSE': rmse, 'MAPE': mape, 'R2': r2}\n", + "\n", + "models = {'KNN': knn_best, 'Decision Tree': dt_best, 'Random Forest': rf_best, 'CatBoost': cat_best, 'MLP': mlp_best}\n", + "\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " print(f\"{name} Evaluation: {results}\")\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", 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", 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", 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", 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8A2BN2syI9VyezjJkhKlbPNjlQRVP43PRDk+1jhlQ83eVE0T5Ovh/ft4zmkTHoJr78GwPf7/5XdG8eXNX/zBlhAE1R3/53Jy0yANO/kxGgRs/Y576j7+D6WHfetPn7vh41n4Mlvldw5F0plSkV73Geq/5ujJ6rz19P3gKlN0DdW/qrfO7hSk5PPAM9u+He9ut1yKioFokHZzdzWCZoy78Y8mZ7hxdskqKcWSIQTL/8FoVL3jq0Mqh5ilBjjrxdD5HqNwx4MoorYS5fTwdy+CMpav4uJmNDnmLI0Mc8WUeMwO6zHBkkn/IGExb+YaeqlJY1R28XWWMZeSIQbK3OIrGswa1a9c27WG6RkYrprFSBStD8PXyVG56rLYzbcMXrBFpBtOsHMP8fI7+ZZQ+wxxyVrTgAQ/THBgMept65A9sd+pKKbzN/GmeYeB7kJO+s87sMDjNDH+nmA/PfmTqibf42eLvJfNjeZaC5S/5mXBnpfswHzi11Pumh6Pa/F1l0GeVgrQel/n/qfOqvX3cQOEINYNW5p0ztcoq+ejP3xNrrop14JkZHpxwsIEHVqz4kVklnkBg29mmYM9/kNChoFokAzxlzMCN5d44cszT+lZwy/SNRx991HyxMvBljWP3pXYZSPMUJ085u4/8MI80s0Vi3Ec+OMLKAJgj51kdqfOEBwocJeTCBhkFeVnF3FWOvPK1udcMtvCUNye1WTj6zmCDNaxTT4a0UgMy6hf2PQNznipPL3eUJfR4psDTCGXqNAGOgnM/jhqnxvcvK0sSM5DiH31+Vjjq7Cn1g6f+GaCmxoM4jhjylLh7TjODNL5vnuob+wMDK46uuuNt3s/XZ70XfA8YbPHswUcffZTmcRiIp16cgyPU/Bzy85J64mZ6eODKsxL8nKU+2ODjeRrxtNrIgwDm41p1h93rSVtnH9zrohPPGvBsTmo8WE6N7yWXrSZrkm56j8vPFyfEhhqe+bEmZ6cXsPLAgwf7/E7iXIvU+NlM/XrTY41mW5MPM8PvCuaBs6xjKPQfv+OYQ+7NQaFEDuVUi3gxYs3JhvzDzT+IzHVlAMHRT/6BZtUPTxUFGBAxAOD+HNXjqX+OZHEyFP/gplfdIjUGAjxVy9FyjiZxJDMnGIByQpyVpuIrnITGQMmaNc+RO44Oc+Rr+/btJrBif1lLEnOkigcmDHzZhxx9Yr/wDxX/YDNw4/b0sM8ZsDKHvVu3bmb0P/VkIr5WVgrwVIHFnVWZhPmafK+Yw8761wyWOJmLbecBk7d9z7xd5kVzgirfO76u1H98GRgyh5fpD/yMMVhhsMcKC+wDnkVwz/9lrXMefDDwyaz2uC9wZJDvDQNLvj/87PO0P/OGU1eLYd/xM8W0Br5nzGPmASUDD45qslKItSIpAyOmV/AAga+DZx/cWQdI3I+sxTf4ueL7wDMPnKzIHHmmI/A5ODmWaRwZ1SxmmhNTNZgSwXkKfG+sgx2eceLBINO8+F7xLBQPorkIEX/33TEdjM/HM1BM92KQzdQvHgQyXYrpO9bBBi9sL1OceEaLbWX9a362eTYqmPharfeEB7zMr2b6E+d+sA+sANsdP49sN0e0GRTzO4m/x1aVII7A86DCfUJyevh55ncb89GZouUNTn7MbAJkajzYSa89/Lxkt861tTx5oOpkS5gIdk0/kXCTXp1qT1jX9amnnnJcdtllppZqhQoVHA899JCpf+qpJq2nurKWQYMGmW2vvvpqjupUs5bsxo0b02xPXac6I57qVFvWrFnjuOOOO0z9ZdZwLVasmKNevXqORx991PHLL7+k2Z+Pwdq2rNmcJ08eR7ly5RydO3d2fPvtt14938SJE822Rx55JE1fNGrUyNQF9tQPnt6/rVu3Onr16mXeF7alcOHCplbx//73P/O6soI1iK16z8OGDfP42Xj66acdrVu3Nq+Zz8ea4ax3PGPGjDTtZpvS+2z4o041+5y1h7lPvnz5TB3vW2+91WNdYTpy5Ihj+PDhpqZw3rx5Hfnz5zef+7vuussxe/bsNO3y5pL688g+mTJliuPqq682bWKtcj5H3759HTt37kzzujzp2LGj2TZv3rwUNdP5PvD9Zg1m/vzixYs9flbmzp1r9uV7xVrJbAfrFbPmfOp61gcOHDA1qfm7EBcXZz5LkydPdmzfvt1jfelA1ql2v/C9Zdv4XWXVw/dUp9qya9cuxwMPPOD6XuPPV6tWzdG7d2/HkiVLHN7q16+f+T7as2dPhnWqM5NRneqMLtZrS69OdUaaNm3qKFGihPk9FrFE8Z9gB/YiIhIauOIfR52tHHpf48gzR/8zW4bd2/0kfDF1jme4+DnLLEUrlDCvn2fj2O6RI0cGuzkSQpRTLSIiIgHHwJTzUTiBlGli4YKLZnGuhvuy6SKknGoREQkY5qAyh9dX+0l440RjVhjiWQlvV68NJk7G5MEAz6T4Y5VbCW9K/xARkYClf4iI2JWCahERERGRHFJOtYiIiIhIDimoFhERERHJIU1U9BOuIsbFAFjcnoXxRURERCS0MAua1We4IJv7KrbZoaDaTxhQly9fPtjNEBEREZFM/P3332bl1ZxQUO0nHKG23iQupettqZ6FCxeaZWJjYmL83MLwpX7yjvrJO+on76mvvKN+8o76yTvqJ//204kTJ8wgqBW35YSCaj+xUj4YUGclqI6Pjzf76xcnfeon76ifvKN+8p76yjvqJ++on7yjfgpMP/kiVVcTFUVEREREckhBtYiIiIhIDimoFhERERHJIeVUB7mMy4ULF3Dx4kVXPlDu3LmRmJjouk/SUj95R/3k235ijl50dHRA2yYiIuFDQXWQnD9/Hnv37sWZM2dSBNmlSpUyFUNU2zp96ifvqJ9820/cxnJL+fPnD2j7REQkPCioDtLCMDt27DCjXiw2nidPHvMHm/efOnXK/NHOaQFyO1M/eUf95Lt+YuB98OBB7Nq1C5dddplGrEVEJA0F1UEapeYfctZFZPkXC+/jtri4OAVBGVA/eUf95Nt+Kl68OP7880+TLqKgWkREUtNf2iBSoCMSPpRCIyIiGVFUJyIiIiKSQwqqRURERERySEG1iIiIiIhdg+rx48ebHMZBgwa57mMd2f79+6No0aJmpn7nzp2xf//+FD+3c+dOtGvXzkwALFGiBIYMGWJqQbtbvnw56tWrh9jYWFSpUgVvv/12muefPHkyKlWqZCYvNWrUCGvWrPHjqw0f9913Hzp27Jjivr/++sv0k3JORUREJFKFZFC9du1avP7666hVq1aK+x988EF88cUXmDVrFlasWIE9e/agU6dOru1cuIEBNWfyf/fdd5g+fboJmEeOHOnah6XsuE+zZs3w448/mqC9d+/eWLBggWufjz76CIMHD8aoUaOwfv161K5dG23atMGBAwcC1APhZcSIEQqoRUREJKKFXFDNerF333033nzzTRQuXNh1//Hjx/HWW2/h+eefR/PmzVG/fn1MmzbNBM+rV682+yxcuBA///wz3nvvPdSpUwdt27bF2LFjzagzA2167bXXULlyZTz33HOoVq0aBgwYgC5duuCFF15wPRefo0+fPujRoweqV69ufoYj31OnTk233efOncOJEydSXIjltzxdWPeWpbzcL7wPp0/DceoUkk+eTHs5cyblz3jax7qcPp35vqme35sL2+je9p9++gnvv/++6UdKvT9H+xlwu19mz57t2s6zCP/3f/9n3pO8efOaA5iZM2e6trOvevbs6dpetWpVvPjii+a53NuxdOnSNM9TqFAh1/bu3bujQ4cO6b4uHkDxM+N+n/WYR44ccd3HA7oaNWqYsxx8bc8++2yKnzl79iweeughlC1bFvny5TNnOfg4GfVp6nZblwceeCBFPz7xxBO44447zOPy8SdNmpTicdjOXr16mdJvCQkJaNGiBTZt2pTms+bpuXjw6P4ahg4dako+Wmdz+PvoqU8OHz5sDn7vvfdec1DL++bNm4frrrvO9D/PKvEg9rfffnM9/tatW837zLNNvHBf/g5b2zP7+e3bt6dps9VH/D12f53unzW+htT9ytf68MMPm9/zAgUKZPp+sS/T+52OlEtG32u6qJ/UT+qnpDDsJ9vWqWZ6B/+ItmzZEk8++aTr/nXr1pkXzvstV1xxBSpUqIBVq1bh6quvNtc1a9ZEyZIlXftwhLlfv37YsmUL6tata/ZxfwxrHyvNhME3n2vYsGEpSt/xZ/iz6Rk3bhzGjBmT5n4G+u61qIlLInMFNx5AWMG+pVC5cuk+R1KrVjg9c6brdsGyZRHltiKjuwvXXotTc+e6bidUqYJchw+n2OfY0aPpPle6bUhKMoGwddDA9Jobb7zRBKRk3W9hIPLYY4+hW7durveMgYy1H4NSBqq8vvTSS81BEvdl4Hjttdea52OQyAOaIkWK4PvvvzdnLBhw3Xrrra7nOX36tOssB4OjOXPmmPfE/eDGvd2eDooYFLpvt1a7PHnypPkM8MwGg9pHH33UPDdTghiQ8f296667zL4M2Bg0MoArXbo05s6di5tuugnffvuteX3p4YEfg2ALg1R+Nqz2sB/ZR3ztfE4GfvzMMrjmWRdiOhTTcHhQwqCaZ2mYqvPDDz+kOEB1f77du3eba/af9Vw8iOFrYwrWlVdeadJ7GDxzu3uf8P88U8Tgm8Es76NDhw7hP//5jzn44OPyoInt+Oabb0w/8jJ8+HDTH+xzHsSyX9m/3vw8f2+s99z9/WIfMUXM/T7rs8Z9ecaKQbx7v1rv15QpUzJ9v/hzfLyvv/46TUpZpFm0aFGwmxAW1E/eUT95R/3kn35yX9naVkH1hx9+aEafGBiltm/fPrPyIIMpdwyguc3axz2gtrZb2zLah39k+Qfz6NGj5g+9p334xzc9DMKZMmLh4zHYaN26tQlw3PEPP5dE5h94BkEWM1KdAQbjqR8rPdGp9vWUnuHtY7mLiYlxtYPBBYM7jlZv27bN42MymGWwwlXoLBxx5n4MZBmM8cCjcePGZhtHPXlQw7MNPNNADI4tPGji83366acm+LZeF9tFHMlmQM58em6z2uPebk84IssFPdy3WwdDDNJ5/xtvvGHOkvDsBzEvn+lEDFD79u1r8vk5as8FQrhSJnFElqlKH3/8MZ566ql0+5UHWe59xOfm591qD4PJa665xoyoW8/NfmKbOAK/cuVK87vDzzdfC/FA58svvzSpTffff7+5j31O/Gzy+ax+Y5/xuX799VdzQMKfsQ4+3dOwrD5h2xj4s2/42qznpHvuuSfFa2MaFn9/uBohg3Q+D0e/icEp/8+DKeu1Zvbz1jLhVpst7CP+PrnfZ33WGLgzSOfzWf1qvV98D/k6eMno/eLvLR+vSZMmKX5vIwl/n/kHq1WrVq7PjqSlfvKO+sk76if/9lN6g21hHVQzyOSoETskHP9gMahwDywsfGNTv7kM2hnwWaN27iNtx3btMn/wPS0MExUdjSj3+zPI8eZ+Kfb980+fLD5jpQvwZzkCzbQKBis8Pe/pMZkmULBgwRT3W6+bp/F5hMgzBalHBHlWwfoZBq0cqWYQxAMfbmdwbbWDOHrJ/zPQcu9X65r7MsBk3/L94BkOft44KmttZ6qEe0DG98m9vTyoYgDr/lqYpsB0FB4Q8WwIf4aj8e4YyDKNIaP+Tv1ZsNrkfh+D6tS3J06caO5j29kHHNV3x/5iP1s/x4NG4sFp6n7iZePGjebggqPfntpr3ceAesmSJebsDANNd/wscFSYZxU46szPNTEodg/QGRwzUOVBFw+SrMfO7Oet/dj37m3kZyl1n/H/PNDgwRsPPPieW/tY7xfTwLx5v3ibP+vpdzrSqA+8o37yjvrJO+on//STL/s0ZIJqjrpxIiBH4Cz8g8fRUOaOcuSMwdSxY8dSjFaz+gdH+YjXqat0WNVB3PdJXTGEtxlMMThgQMGLp32sx/CrfPmcF28CXu6Xlcf1IY5mbtiwwaQapIdBEN8z5kN7Yp3GZ7DLNAZ31gEKz14w3YE58BzN5mjihAkT0qTicNIqRzMzClwZKL766qvmaJZ5u5ygyuC8YcOGrlHuzz//3LU/g7rUo6YZ4evhZ4ef5dTLWFujq/7C52Zwyso2FgajvL+cW0oRA2xK7z1JHSCnh4HqJ598YtJemArDfrS0b98eFStWNCkwHLFnOzjCnDrViekeDPJ5JoIHaNZkYW9/nhOK3QPipk2bemzr448/jq5du5pR6NR9xveJZ8Z48MH3yPr8+Pv9EhER+wmZoNqaVOWOEwU56vfII4+Y09U8muDoGHNHiSkHHL20Ugd4zVO2DM55+p848s2AmRORrH0YULnjPtZj8NQwJ0HyeazScfyjztvWZLxIx4MdBioDBw5MEbClxtPoDNIaNGjgcTvfEwbPfA9vuOEGj/swt5Ujsv/973/TBIbuGBhxdDsjHMW20g4YjDFnmKkkVlDN997abh0UuOPPsD2p23f55Zeb4IzPz77h5+/666+Hr1kTct1vW0ElD0YZ6DLFhRP2rM8tT2u5j77zPeH29N43Bsf8Oe6Xeu6BOx58XHLJJa4JvWwLn5u51/y9ZEBs9QFHiD2x+tqaJMpRaY4Ee/vz/E5wf7/4/KkxcGcqh5We5M79/WLAnd4ZIhERkbAKqjkCydGo1EEQT8Na97OyAfOWOWGNfwAZ1DEY5iRFYv4yAzWemuZoJoMMToji5Edr5JO5rxz5ZnUDnvpnTjBHWzlaauFzMK2BweBVV11lTrFzohODBwEWL15sUnTcJ3Om9scff5iglekSPLvgjrc56sj3nKPQnHzHQI6n81nlhYEq31++B8z7feedd8woJkdX3333XRNAM33DGm3kJLMZM2aYkcuMWBPZrJFqBoCpP3MZYVUPBuDMqb799tvNaDk/S6+88orZzuCalWuY682RdQZtBw8eNAdkTFvgBNycYL/wc82DPR4IcoKn9bllAMzfBW7jPmwLDwp4RoFt5eeYASZTaTj6bs0xYPuIfcEAkwE3+52/Gy+99JIJNjlRkYHnbbfd5moLfweJ7zFfG6/5u8YJkfydZa43R855wMSJne44ms7n4kRApgcxhYQBcrFixcx7lNnPZwUnd/J9s3Lc3VnvF2uvs7IKD97YD756v0REJMI4QtgNN9zgeOCBB1y3z5496/jvf//rKFy4sCM+Pt5x6623Ovbu3ZviZ/78809H27ZtHXnz5nUUK1bM8dBDDzmSkpJS7LNs2TJHnTp1HHny5HFccskljmnTpqV57pdfftlRoUIFs89VV13lWL16dZbafvz4cc46NNep8XX8/PPP5trdxYsXHUePHjXXoap79+7mdY0bNy7F/XPmzDH3WypWrGhup3fhe0DJycmOiRMnOqpWreqIiYlxFC9e3NGmTRvHihUrzPbExETHfffd5yhYsKCjUKFCjn79+jkeeeQRx5VXXmn6afbs2Y7q1as73nzzzRTt4XvKn0ndbl5y587tqFKlimPSpEmu7aNGjXLUrl07xWOwjdyf74nl448/Ns/HtvLz8cwzz6T4mfPnzztGjhzpqFSpktmndOnS5nO6cePGdPuUz8H+y+izz/4cM2aMo2vXruazX6pUKceLL76Y4mdOnDjhGDhwoKNMmTLmucuXL2/25++E9TwZXXbs2GH24+fywQcfNG3n5599NXXq1HT7ZPny5Y64uDjHpk2bzO1FixY5qlWr5oiNjXXUqlXLbHd/jXzPuJ0/U6RIEfP76t4/mf0828nbGzZsSPH62UcvvPBCin5lP506dSrdfuX7NWLECPNeZvZ+pfd7G0nYX59++qm5lvSpn7yjfvKO+sm//ZRRvJZVUfwn2IG9HfG0OyfoceTVU/UPVhzgyKv7pEz30/XhfhqaI54ckbRSEdxxNJXl4NLLgc2MnfrJW+xH9pn7CqNZ7SemVqT36870C04W9PR+2Z23n6f0fm8jiXWWh2UHNWEqfeon76if7NdPJxOTsOvoWZxKvID8cblRrnBeFIiLCel+yiheC9v0D7EXVqFIPVnPwhQB5i9LYKUuE+mOqRfpvV8iIiKZ2Xn4DGZv2IX9J5ylW6lkQiw61S2HCkVTrtdhVwqqxS881Rq3cCVMCTwrjzq9PHkREZHsjlDPThVQE2/z/l7XVQ7YiHUwKagWCQNcUEZERCQUMeVjf6qA2sL7ub1aafsH1ZGRkCoiIiIifsEc6pxstwsF1UGkOaIi4UO/ryIinnFSYk6224WC6iCwZqVyWWURCQ/Wio6a0CkikhKrfJRMcK4Hkhrv53avcPDiQviOakfGoUOI4R9lLrXOBTUoPj7elDtjaS/+4WbprkgpFZcd6ifvqJ9810/chwvl8HfV08qNIiKRjJMQO9Ut57n6R71y3k1STE4G+vfnamTAjBlcJhfhJvxabBOlSpUy11ZgbZ1ePnv2rFnam0G2eKZ+8o76ybf9xICbK3mqL0VE0qpQNN5U+chWnWoG1H37Am++CfA7tl8/oFkzhBsF1UHCP8xchrlEiRKmYDnx+uuvv0aTJk1CvsB7MKmfvKN+8m0/sba6RvxFRNJXIC4m61U+GFD36QNMncrRC+Dtt8MyoCYF1SGQCmLlaPL6woULZrU2BUHpUz95R/3kHfWTiEiQXLwI9OoFTJ/uDKjffRe46y6EKwXVIiIiIhL4gPq++4D33uPoBvD++8DttyOcKagWERERkcDasgX4+GPnhMQPPgC6dDErM2YrJztEKKgWERERCZJwDySzrVYt4PPPgZMngU6dsPPwGc/VQ+qWM5Mgw4GCahEREZEgsEMgmSVJScDu3UClSs7brVq5DixS9wPxNu9nVZFwONDQVHYRERGRAMsskOR2Wzl/3pkzffXVwNatKTZxpD51P1h4P7eHAwXVIiIiIgFml0DS64D6ttuAOXOAY8eAv/5KsZmpLxnJbHuoUPqHiIiISIDZJZDM1LlzZhIi5s4FYmOBzz4D2rRJsQtzyTOS2fZQoZFqERERkQCzSyCZocRE4NZbnQF1XBzwxRdpAmri5EzmknvC+7k9HCioFhEREQkwuwSS6Tp7FujYEfjqKyBvXuDLL10TE1PjJEROzkzdH2bSZr1yYTFJkWxwGCQiIiISXqxA0mP1jzAKJDOs9HH0KBAf7wyomzbNcHdWO2GVj3AuL6igWkRERCQI7BBIpishAViwANi2DWjUyKsf4euuVjp8X7uCahEREZEgCfdAMoVTp5z503fc4bxdqJDXAbUdKKgWERERkZw5eRJo1w745hvg0CFgwABEGgXVIiIiIpJ9J04AN90EfPutM+2jYUNEIgXVIiIiIpI9x48DbdsCq1Y50z0WLlRQLSIiIiLiNa6OyLrTa9YAhQsDixcD9eohUimoFhEREZGsLz3eujWwdi1QpIgzoK5bF5FMi7+IiIiISNbkyeNcfrxYMWDp0ogPqElBtYiIiIhk3dChwC+/ALVrB7slIUFBtYiIiIhk7uBBoGdPZ7UPC0eqxVBOtYiIiIhk7MABoEULYPNmZ8WPTz4JdotCjkaqRURERCR9+/YBzZo5A+rSpYH/+79gtygkaaRaRCRCnUxMwq6jZ3Eq8QLyx+VGucJ5zZLJIiIue/cCzZsDW7cCZcsCy5YBl10W7FaFJAXVIiIRaOfhM5i9YRf2nzjnuq9kQiw61S2HCkXjg9o2EQkRu3c7A+pffwXKl3cG1JdeGuxWhSylf4iIROAIdeqAmnib93O7iEQ4hwO44w5nQF2hArB8uQLqTCioFhGJMEz5SB1QW3g/t4tIhIuKAl5/HWjUCFixArjkkmC3KOQp/UNEJMIwhzon20XExi5eBKKjnf+vXh1YtcoZYEumNFItIhJhOCkxJ9tFxKZ27ABq1nSukGhRQO01BdUiIhGGVT44KdET3s/tIhJhtm8HmjZ1rpD40ENAcnKwWxR2FFSLiEQYls1jlY/UgbWp/lGvnMrqiUSa338HbrgB2LkTqFoVmDcPyKUQMat0jk9EJAKxbF6v6yqrTrVIpGN1Dy7ssmcPUK2aM/WjVKlgtyosKagWEYlQDKCrlVYQLRKxuKAL61BzgZcaNZwBdYkSwW5V2NLYvoiIiEgkeuklZ0DNyYlc2EUBdY5opFpEREQkEr34IpCQADz8MFCsWLBbE/Y0Ui0iIiISKf7669/KHjExwPjxCqh9REG1iIiISCT48UegXj3gv/9VyTw/UFAtIiIiYnfr1zsnJR45AmzYAJw5E+wW2Y6CahERERE7++EHoEUL4OhR4OqrgYULgfz5g90q21FQLSIiImJX338PtGwJHDsGXHMNsGABULBgsFtlSwqqRUREROxo1SqgdWvg+HHguuuA+fOd1T7ELxRUi4iIiNjR/v3A6dPOJci/+gooUCDYLbI11akWERERsaOOHZ35040aAfnyBbs1tqeRahERERG7WLnSWYvawoofCqgDQkG1iIiIiB0sXerMoW7WDNizJ9itiTgKqkVERETC3eLFQLt2wNmzQNWqQJEiwW5RxFFQLSIiIhLOmDfdvj2QmOgMrOfMAeLigt2qiKOgWkRERCRcsarHLbc4A2oG1p98ooA6SBRUi4iIiISjJUucFT7OnXNef/wxEBsb7FZFLJXUExEREQlHNWsCVaoAV1wBfPghEBMT7BZFNAXVIiIiIuGoRAlgxQrnsuMKqINO6R8iIiIi4YI501On/nu7WDEF1CFCI9UiIiIi4WDWLODOO4HkZODSS53Lj0vICKmR6ldffRW1atVCQkKCuTRu3BhfcVbrP5o2bYqoqKgUl759+6Z4jJ07d6Jdu3aIj49HiRIlMGTIEFy4cCHFPsuXL0e9evUQGxuLKlWq4O23307TlsmTJ6NSpUqIi4tDo0aNsGbNGj++chEREZH0RX30kTOgvngR6NYNuO66YDdJQjmoLleuHMaPH49169bhhx9+QPPmzdGhQwds2bLFtU+fPn2wd+9e12XChAmubRcvXjQB9fnz5/Hdd99h+vTpJmAeOXKka58dO3aYfZo1a4Yff/wRgwYNQu/evbFgwQLXPh999BEGDx6MUaNGYf369ahduzbatGmDAwcOBLA3RERERIByK1Ygunt3Z0Ddowfw1ltAdHSwmyWhHFS3b98eN910Ey677DJcfvnleOqpp5A/f36sXr3atQ9HoEuVKuW6cETbsnDhQvz888947733UKdOHbRt2xZjx441o84MtOm1115D5cqV8dxzz6FatWoYMGAAunTpghdeeMH1OM8//7wJ3nv06IHq1aubn+HzTnXPYRIRERHxs6h330W9iRMRxZSP3r2BKVMUUIeokM2p5qjzrFmzcPr0aZMGYnn//fdN0MyAmkH4iBEjTMBLq1atQs2aNVGyZEnX/hxh7tevnxntrlu3rtmnZcuWKZ6L+3DEmhh8c6R82LBhru25cuUyP8OfTc+5c+fMxXLixAlznZSUZC7esPbzdv9IpX7yjvrJO+on76mvvKN+Cp9+OnUuCbuPJeJ04gXki8uNsoXikD82hCb9rV+P3L17I8rhQBID6kmTnKPVvIhPPk++/PyFXFC9adMmE0QnJiaaUeo5c+aY0WK66667ULFiRZQpUwYbN27EI488gm3btmH27Nlm+759+1IE1GTd5raM9mEQfPbsWRw9etQE9J722bp1a7rtHjduHMaMGZPmfo6eW0G/txYtWpSl/SOV+sk76ifvqJ+8p77yjvop/PrpD4QYhwPVO3ZE7sREbOTy4/PnB7tFtvs8nTlzxr5BddWqVU2u8/Hjx/Hxxx+je/fuWLFihQms77//ftd+HJEuXbo0WrRogT/++AOXchZsEHFkm3nYFgbp5cuXR+vWrVOkqGR2tMQPQ6tWrRCj8jjpUj95R/3kHfWT99RX3lE/hX4/cYT6nVV/4eBJZ2qou+IF8qBb44rBHbFmqkcuZ4ZuUqtWzn5q3VqfJz98nqzMAlsG1Xny5DEVOah+/fpYu3YtXnzxRbz++utp9mVVDvr9999NUM2UkNRVOvbv32+uuc26tu5z34eBb968eREdHW0unvaxHsMTVhLhJTW+sVn9JcjOz0Qi9ZN31E/eUT95T33lHfVT6PbTvkNnse/kBY9Ty3g/L9XyZ+0ss89Mngx88QXw6adAXJzzvqgofZ68lNV+8mWfhtRERU+Sk5NT5Cq744g2ccSamDbC9BH3Kh08amHAbKWQcJ8lS5akeBzuY+VtM6hnMO++D9vA2+653SIiIhKeTiVeyNF2v3npJWDAAIAVyd5/PzhtEHuMVDOFghU7KlSogJMnT2LGjBmmpjTL3THFg7dZHaRo0aImp/rBBx9EkyZNTG1rYqoFg+d7773XlNpj/vTw4cPRv39/1ygy61pPmjQJQ4cORc+ePbF06VLMnDkTX375pasdTONg2kmDBg1w1VVXYeLEiWbCJKuBiIiISHjLH5c7R9v9glXIrDTSRx4BevYMfBvEPkE1R5i7detm6k8XLFjQBMsMqJkf8/fff2Px4sWuAJf5yp07dzZBs4VpG3PnzjXVPjiqnC9fPhMcP/HEE659WE6PATQDcqaVsDb2lClTTAUQy+23346DBw+a+tYMzFmeb/78+WkmL4qIiEj4KVc4L0omxGL/ibRnwnk/twfUs88CQ4Y4///448DYsSblQ8JLSAXVb7GYeToYRHPCYmZYHWTevHkZ7sOVGTds2JDhPqxfzYuIiIjYS4G4GHSqWw6zN+xKEVgzoO5Ur5zZHjDjx/NUvfP/XKxu9GgF1GEqpIJqERERkUCoUDQeva6rjF1Hz5ocaqZ8cIQ6oAE1y/0yqCaW5XVbAVrCj4JqERERiUgMoKuVDmJFDVYV46TEr7/+N/1DwpaCahEREZFAcTiA3buBcuWct1ke+J8SwRLeQr6knoiIiIhtAuoRI4ArrwR++CHYrREfU1AtIiIiEoiA+rHHgKeeAo4fB77/PtgtEh9T+oeIiIjY2snEpOBOSGRAzdrTzzzjvP3ii0D//oF7fgkIBdUiIiJiWzsPn/FcOq9uOVMBxO8BNwPqhx5yLu5CkyYpoLYpBdUiIiJiSwyYUwfUxNu8v0PtMvjspz3pBtw+CagffNA5Mk2vvsqlnXP+uBKSlFMtIiIitsQRaE+rJlrb1v51NN2AmwF5jiUlAT//7Pz/G28ooLY5jVSLiIiILTGlIz2nz13AsdPnPW5jYM2gO8c1rPPkAT79FFi2DGjXLmePJSFPI9UiIiKSIxzV/WXvCazdccRc+2SU1weYI52epIvJiI2JzlZAnqHkZGD2bGfqB8XHK6COEBqpFhEREb9NBAwmTjpkWzylgFQoEo/zFy5mKyDPMKDu0weYOhV4/HHgySez/hgStjRSLSIiIn6ZCBjsEWtW8WBwz8DaHW/f3agCEpOSPf4ctzMgz5KLF4GePZ0Bda5cQPXqOWm6hCGNVIuIiIjPJwL6LC85hzha3uu6yh7L5nWoE+15lL1euayV1WNAfd99wHvvAdHRwPvvA7ff7p8XJCFLQbWIiIhkS2Z5x9nOS/YxBsiegvuMAm6vXbgAdOsGfPABkDu387pLF9++AAkLCqpFREQkWzLLO85WXnKIBNxe4WRE94B65kzg1lt93UQJE8qpFhERkRxNBPRZXnK4iYoCWrYEYmOBTz5RQB3hFFSLiIiIzycCZjkvOVxxcuLvvwO33BLslkiQhf55GREREQlZPslLDifnzgHDhgGPPgqUKOG8r1y5YLdKQoCCahEREQleXnI4SUx0TkL88ktg5Upg9Wpn+TwRBdUiIiIiXgbUzJmePx+IiwP+7/8UUEsKCqpFREREMnL2LNCxI7BwIZA3LzB3LtC8ebBbJSFGQbWIiIhIes6cATp0ABYvBuLjnakfTZsGu1USghRUi0jI41LHETMJSkRCS//+zoA6Xz7gq6+A66/36cPr+80+FFSLSEjbefiM52WE65YzVQdERPxq9Ghg3Trg1VeBa6/16UPr+81elGEvIiGLIzip/+AQb/N+bhcR8TmulGipWBH48UefB9T6frMfBdUiErJ4SjT1HxwL7+d2ERGfOnHCOQlxzpx/7/NDlQ99v9mPgmoRCVnMMczJdhEJTRyF3bb/pPk/r0NmVPb4ceDGG4Hly4G+fYFTp/z2VPp+sx/lVItIyOKknZxsF5HQY+URHzpxFg2jgQ/X/I1iCXmDn0d87BjQpg2wZg1QuLBzUmL+/H57On2/2Y9GqkUkZHEWPCfteML7uV1EwkfI5hEfPQq0auUMqIsWBZYuBerV8+tT6vvNfhRUi0jIYlkpjl6l/sNjZsfXK6eyUyJhJiTziI8cAVq2BH74AShWzBlQ16ljq+83Hqz8svcE1u44Yq5DJt3GZnRuQURCGk8H97qusuq4ithASOYRv/46sH49ULy4M6C+8kpbfb+pbF/gKKgWkZDHPzDVSiuIFgl3IZlH/MgjzvSP++4Dqle31fdbZuk2DOg1QOE7Sv8QERGRgAiZPOLDh4GkpH/L5U2YEJSAOiLTbWxMQbWIiIhEzjyJffucS43ffTdwwd5l60Iy3cbGlP4hIiIiAc8j/uvQSfyx7k/ccVV5VCxWIDAB9Z49zoVdtm1zLvLCALtcOdhVSKbb2Jh6U0T8hvl8mmAoIqnxe6BqyQL4AzDXMTEB+F7YvRto1gz47TegfHlg2TJbB9Tu6TaeUkBUts/3FFSLiF9oxrmIhIy//3YG1H/8AVSs6AyoK1dGpKTbePwuVllSn1NQLSI+pxnnIhIydu50BtTbtwOVKjkDal5HCJUlDRwF1SISlBnnKpEnIgGxY4czl/qSS5wBdYUKiDQqSxoYCqpFxOc041xEQsYNNwBffQVUqZJhDrXmgEhOKagWEZ/TjHMRCSrmTp8792/t6aZNM9xdc0DEF1SnWkTsu8CDiHiNI7W/7D2BtTuOmGveDkus7sEgmqXztm7N8RyQsO0HCTgNF4mIz2nGuUh4sc1ILetPM5hmDjVHqQsVyvRHNAdEfEVBtYj4hWaci4QH21Tr4ag0q3xwQZcaNYClS4ESJTL9Mc0BEV9RUC0ifqMZ5yKhzxYjtT//7Byh3r8fqFkTWLIEKF48rOaAaKJk+FNQLSIiEsHCfqSWI9TMoT54EKhTB1i0CChWzOtANRRWHcwo/aZ0ggLrcKGgWkREJIKFykhttpUu7VwdkeXyFi8GihTJUp54sOeAZJZ+0/1qey+lbich/psiIiIi/hQKI7U5UrAgsGABkJzsCqizmicezDkgmaXf7D6W6Pc2iG+opJ6IiEgEs0ZqU5fBDOlqPevXAy+99O9tVvn4J6D2Nk/c8xyQBDSsXMRcB+p1Z5ZeczrU02/ERSPVIiIiES6sqvWsXQu0bg0cOwYULQrcfXdY54lnll6TL9TTb8RF75SIiIiER7We778H2rQBjh8HrrkGaN8+7PPEM0u/KVsoDn8EpWWSVUr/EBERkdC3apVzhJoB9fXXA/PnAwkJIbeqa1ZXpsws/SZ/bIgf6IhL6ByqiYiIiHjy7bdA27bAyZPADTcAc+cC+fOnu3uwKnpkd2XKjNJvkpK0THq4UFAtIiIioYtLjt94I3DqlHOBl88/B/LlC7k88ZyuTBkW6TeSIQXVIiIiErrKlAFGjgQWLgQ++wyIT3/EN5iBqi1WppQcUVAtIkGjZXlFJF0OBxAV5fz/kCHAgw8CuUM3bAmniiO+oO/vtEL30ykitpbd3EORcKUgJAu41Pi4ccCnn/47GTGEA+pwqziSU/r+9kzVP0Qk4DLLPcxstrxIOAYhb63cgXdW/YXZG3aba97m/ZIKV0dkqbxly5yBdZgIZsWRQNL3d/oUVItIwGVntTORcKUgJAvmzQM6dADOnQNuuQUYPRrhIixXpswGfX+nzz7nIkQkbERa7qFENk1g8xLL5HXuDJw/D9x6K/Dhh0CePGGVjmNVHNl+8DQOnjyHPNG5UCIhFoXj7fP+6vs7fQqqRSTgIin3UERBiBdY1aNrV4A1mRlYf/ABEBMTljnBR08nYdm2A7bNN9b3d5ikf7z66quoVasWEhISzKVx48b46quvXNsTExPRv39/FC1aFPnz50fnzp2xf//+FI+xc+dOtGvXDvHx8ShRogSGDBmCCxdSfmEtX74c9erVQ2xsLKpUqYK33347TVsmT56MSpUqIS4uDo0aNcKaNWv8+MpFIkuk5B6KkIKQTCQmAgMHOgPq227ze0Dtz3ScSEj10fd3mATV5cqVw/jx47Fu3Tr88MMPaN68OTp06IAtW7aY7Q8++CC++OILzJo1CytWrMCePXvQqVMn189fvHjRBNTnz5/Hd999h+nTp5uAeSTrW/5jx44dZp9mzZrhxx9/xKBBg9C7d28s4MSIf3z00UcYPHgwRo0ahfXr16N27dpo06YNDhw4EOAeEbGnSMk9FCEFIZmIi3MuOd6/P/D++34NqP2dExwJ+cb6/k5fSB0et+dsXzdPPfWUGb1evXq1CbjfeustzJgxwwTbNG3aNFSrVs1sv/rqq7Fw4UL8/PPPWLx4MUqWLIk6depg7NixeOSRRzB69GjkyZMHr732GipXroznnnvOPAZ/fuXKlXjhhRdM4EzPP/88+vTpgx49epjb/Jkvv/wSU6dOxaOPPhrwfhGxo0CvdiYSLMFaMjvkHTr07/+rVwcmTQr7dJxISfXR93cYBNXuOOrMEenTp0+bNBCOXiclJaFly5aufa644gpUqFABq1atMkE1r2vWrGkCagsD5X79+pnR7rp165p93B/D2ocj1sRRbj7XsGHDXNtz5cplfoY/m55z586Zi+XEiRPmmm3mxRvWft7uH6nUT/bpp7hooEqxlKN0gW5vOPRTqFBfZb+fSifEoPvV5bD7WCJOJ15AvrjcKFsoDvljYyKyP6M+/BC5//tfFBs6FEmtWgX0ufPGANFIznB7dt8Tfzx2qP7ehcL3ty/6yZdtDrmgetOmTSaIZv4086bnzJmD6tWrm1QNjjQXKlQoxf4MoPft22f+z2v3gNrabm3LaB8GwWfPnsXRo0dNQO9pn61bt6bb7nHjxmHMmDFp7ufoOfO7s2IRi95LptRP3lE/eUf95D31lW/66Q9EpnKc1/TSS4hKTkbp1auD8nlqGJ3+tj/W/Zmj98Zfj63fO//005kzZ+wbVFetWtUE0MePH8fHH3+M7t27m/zpUMeRbeZhWxikly9fHq1btzaTLr09WuKHoVWrVojxc05ZOFM/2aOfTp1L8jhqF2ih3k+hRH3lHfVT+qLeeQfRL76IKIcDF3r0wKb27YPST7uOnMXnG3fj4MnzrvuKF8iDW2qXzXGOu68fW58n//aTlVlgy6Cao9GsyEH169fH2rVr8eKLL+L22283qRnHjh1LMVrN6h+lSpUy/+d16iodVnUQ931SVwzhbQa+efPmRXR0tLl42sd6DE9YSYSX1PjGZvWXIDs/E4nUT+HbT6G4xG0o9lOoUl95R/2UytSpQJ8+gMMB9O0Lx8SJZoJiMPqpcskY9Lw+r19ygv312Po8+aeffNmnIVX9w5Pk5GSTq8wAmy98yZIlrm3btm0zJfSYLkK8ZvqIe5UOHrUwYGYKibWP+2NY+1iPwaCez+W+D9vA29Y+IpJ9kVBySkRSefNNoFcvZ0DNKh+vvMIJS0FtEoPcaqUT0LByEXPty0l2/nxsCV25Qy2Fom3btmby4cmTJ02lD9aUZrm7ggULolevXibFokiRIiZQHjhwoAl0OUmRmGrB4Pnee+/FhAkTTP708OHDTW1raxS5b9++mDRpEoYOHYqePXti6dKlmDlzpqnuYeFzMO2kQYMGuOqqqzBx4kQzYdKqBiIi2afV5UTsJdOVCRlIWwNV//sfwBHqqKjQaqOI3YJqjjB369YNe/fuNUE0F4JhQM38GGLZO1bi4KIvHL1m1Y5XeLT7D6ZtzJ0711T7YLCdL18+Exw/8cQTrn1YTo8BNGteM62EpfqmTJniKqdHTDU5ePCgqW/NwJyl+ebPn59m8qKIZF2klJwSJwUz9uZVKhcD6HffBW66Cbj33oAH1KGYbib2FFJBNetQZ4SrG3KlQ17SU7FiRcybNy/Dx2natCk2bNiQ4T4DBgwwFxHxLa0uFzkUzER2Ktf957cj/sbWzjQP5q126xZybWStZR3kScTkVIuIvWh1ucig3PnITuWq8v4UxLdrC/Tr50z/CJJIWOFQQoeCahEJKC1xGxoY1P6y9wTW7jhirn0d5CqYsb/0UrWu/3Qabn77GeeNEiUQTEo3k0DSeVYRCTgtcWv/tAwFM/bnKVXrhtlv4cb3XzT/Pzj4URTnnKYA51C7U7qZBJJGqkUkKFRyyt5pGQpmIi+Vq9nHb7gC6lXdBiLuqeAG1KR0MwkkBdUiIhEkUGkZCmYiw7WXFkO10gVw2/y30fqDSea+b3s8iLIvjA+JA2Wlm0kgaahARCSCBCotwwpmPKaZKJixVQpR0sVknIkvjVrRubF/yOOoNerxkHp/lW4mgaKgWkQkggQyLUPBTGSkEMVE58JfTdrghSpXIPcVl6MXQjXdLDw/d6fOOVOy1v91FAn54vQ7FMIUVIuIRBArLcNTCog/0jLCOZiRDFKIjieiyWfTsPGaNjhWoqy5/3CZioBWRfX5GYE56/9CJQBfbNyLi8ilWu8hTDnVIiIRRDmmklOnziah7TvPo+27E9FnVG/EJJ5JuV2VXXx6RuDgyfMp7let99ClkWoRkQijtAzJNocDl4wfiaKfTzc3v7mlO5LiUo6YqrKLbycVR2cwqVhnBEKLPvkiIhFIaRmSZVwZ8YEHUPTNV8zNOfcPx5o2t6XYRZVdfEe13sOPgmoRkX/wdKpGb8VOfPaZTk4GBg4EXnEG1Iefn4S/arYyOdQWpRD5lmq9hx+9IyIiPNV65Cw+27TPr6sMioTtypnjxzsDai7mMmUKivbsiV46CA3IpOJDJ9LWjtcZgdCkiYoiIgA+37jb76sMioTtypm9ewM1awLTpgE9e5q7tCpqYCYVFy+QJ8X9OiMQujRSLSIC/DPDPu04gyYEiV1Xzsz0M80camuZ8RIlgHXrgBj9HgQSzyh0a1wRXy/5Fe1rlVad6hCnoFpEJBOaECQRN8nt4kXn6PT117tGpgMdUGuOg1P+WOdrrlexMGJ0UBPSFFSLiGRCE4Ikoia5MaC+7z7gvfeA998HWrQAKlZE2OaDiwSIcqpFRIA0eYsWTQiScJ7kluXP9IULwL33OgPq3LmBDz4IeEDt83xwkQBRUC0iAuCWWmW1yqBE9sqZSUnA3Xc7A2kG1DNnAp07IxTzwUVCkc5piohwZK9IXq0yKJG7ciYD6jvvBD75xJk7/fHHwC23BKPZWvREwpaCahGRf2iVQYnYz/SsWc6AOk8eYPZsoF07BIsWPZFwpU+miIhIpOMo9S+/ANdcA7RtGxL54J5SQDTHQUKZcqpFREQiUWIicOaM8/+sRz12bNAD6mzng4uEAI1Ui4iIRGJAfeutzmofn38O5M0bvvngIiFCQbWI2J4WkRBxc/Ys0KEDsGiRM5jesgVo0AChJhLnOHj6roqLDuzz6bsx+xRUi4itaREJsbMsB0VM92BVjyVLgHz5gC+/DMmAOhKl913VoWapgD6fvhuzT0G1iNhWZotI8PSyP0eBJHAiccQty0HR6dNA+/bAsmVA/vzAvHnOZcglpL+rPt+4G5WC8N1o99+fkAmq//e//2W6T1RUFF588cXsPLyISMAWkahSLLRySSXrInHELctB0alTzjJ5X38NFCgAfPUVcO21gW+4ZPm76uDJ86gUHfjvxkhLvQlaUD1p0iSPQbTD4UhxW0G1iASTFpGwv0gdcctyULRjB/DTT0BCArBgAXD11Qg3dj4bEejvIn03hlj6x3vvvYe77rrL/P/QoUMoUaIEFi9ejObNm/uyfSIi2aZFJOwfFEXqiFuWg6KaNYGFC53/v+oqhBu7n40I9HeRvhv9wye9xlFpSuIypyIiIUKLSNg/KIrUETevgqLjx50j1HXqhG0wndWzEeE6mp3Rd1XxAnmAM4F7Pn03Bnjxl0KFCuHgwYOu29b/7733XnzxxRc5aI6IiO9oEYnwCIq4PbsidcTNCoo8MUFR1DmgdWugaVNg7VqEM2/ORlgHbm+t3IF3Vv2F2Rt2m2ve5v3h/F11S+2yAX0+fTdmX7a+bWrUqGHyqq+55hoUKVIEjz32GPLnz49OnTqhQ4cOuP/++/HCCy8gb4gVkxeRyKNFJILPnykakTriZgVFnkb/u1SOR4Gb2wLr1gFFiwJ58gS1rTkdPfbmbIQdcuvT+65ihaKNAXy+UO8n2wXVTzzxBG6++WZc/c9EB05QfPbZZzF48GC0a9cOvXv3xooVK/DLL7/4ur0iIlkWiYtIhBJ/pmhkFFzafcTNY1CUfAYF2t8EbNgAFCvmrEddq1bQ2shR4pk/7MQfB08j6WIyYqJz4dLi+XBbgwoonRDjs7MRoZhbn52DCU/fVf5MrdV3YwgE1c2aNcOWLVuwaNEinDx5Eo0bNzYXat++PX766Sf07NnTx00VEZFw5O8UjUgecUsRFB06BLS80Vnlo3hxYOlS4Morg9Y2BpXvrf4T320/jLPnk133/330DM5fSEa/Gyr57GzE1r0nQyq33u4TK8WzbH+TVapUCX369PG4rVSpUpjHovIiIhLxApGiEfEjbgyoWX1r0yagZElnQF29elCbtP3g6TQBNfE2729bo4TPzkaEUm69HVJRJHvsOYNDRERCRiSnaAQMV0gsVYqVA5wrJl5xRbBbhIMnz6UJqC28/9BJz+ka2TkbEUq59aGYiiIhnlPtTZm9ESNGZOfhRUTEZiI5RSMg4uKAzz4D9u4FLrkEoSBPdK5Mt5/x0dmIUDpwi9Qyj5LNoHr06NGu2tTuqyi6U1AtIiLuIj5Fw9f27AE++AAYPJh/dAFW3AqRgJpKJMSiYtF4/OWhpB3vL5YQi2M2PHALpVQUCYM61W3btjXBNK83btyI5OTkNJeLFy/6vrUiIiIC7N7trEH98MPAM88gFJUtnBfta5c2AbQ73r6ldmmUKRTnpwO3BDSsXMRcB+NMSKY1xG1a5lGyGVR/+eWXWL58OQ4fPoy6deuiR48e2LVrl+9bJyIiIin9/Tdwww3Ab78BFSsCXbsiFDGgrV+hCG6sURLdGlfE7Q3KmWverlexCPLH2vOshRZWiVzZPgfRpEkTrFq1CrNnz8bjjz+Oyy+/HP379zcLwRQuXNi3rRQRERFg507WtQW2bwcqV3ZOSmRgHaKYkhEXUwK/HzyFE2eSkBAfgyrF86NEQpxf6y8HW6ikokgYjFS74yqKrFk9ceJEfPDBB7j00kvx9NNPIzEx0TctFBEREeDPP50j1AyomTu9fHlIB9RWveYZa3bii5/2YsVvh8w1b4fD0uF2SEWRMBip/vrrr9Pcd8UVV+DNN9/Eiy++aEaruYz53zxFJSIiIjlz9qyzDjUD6ypVnCPU5cohlGVWr7n71aHdfpGABNVNmzZ1Vf8gTlpMXQ1kD2cli4iISM6xssfw4c5JiVx6vEwZhLrM6jXvPqYz2mIv2Qqql/EIWURERAKnZ0/g7ruBWM+VJUJNZvWYT6tes9hMtoLqG5jTJSIiIv6zbRswYADw/vtAiX+W9A6TgNqbesz5VK9ZbCbHExVFRETEx375xVmHevFiYOBAhKPM6jWX9UOdapFgytZhYnNOlsgEc6yXMO9LREREvLdlC9CiBbB/P1CrFjBpEsJRZkuH27VOtUSubAXVBw4ccE1M5MqJ27ZtQ8WKFZEvXz5ft09ERPxYnUF1dEPMpk3OgPrgQaBOHWDRIqBYsbD9XGRUrznU6lTr90GCElRv3rzZ9f9Dhw6hRIkSmDJlilcj2CIiEnysE+xxBLFuORMISRD89BPQsiX/sAL16jkD6iJFwv5z4azXHNrBqX4fJCRyqt1L64mISOjLrH4wt0uAsRxtnz7OgLpBA2cudYAD6kj9XETq6xbf00RFEZEIk1n9YG6XAOMA1axZQNeuzhHqwoUD3oRI/VxE6usW31M9GxGRCJNZ/eDMtosPnTwJFCjg/D+XHJ85M2hNidTPRaS+bgmRoPr55593/f/MmTMmBWTWrFn48ccfXffzvgcffNA3rRQRkYDVD85su/jI998DN98MvP460KlTsFsTsZ+LSH3d4nvZ+qQ8/PDDae57nV8KbhRUiwhpRn3o1g/2dMqb93O7+NmqVUCbNs6R6ldeAW691ZkCEkSR+rmI1NctIRJU79ixw/ctERHb0Yz68KwfrIMeP/v2W+DGG4FTp5wLvHz2WdAD6kj+XETq65YQCapZk1pEJCcz6lm7Vn+sgiej+sHiR19/Ddx0E3D6NFdSA774AogPnQPMcPhc+OPsVzi8bgl9OUoU2r17N77++muzGEznzp1Rrlw5sxjM8ePHUbBgQURHR/uupSJiuxn1oV671u7CoX6wrSxfDrRrx8lIQKtWwKefegyog50yFcqfC3+e/Qrl1y02DqodDgceeughTJo0CRcuXDD50zVr1jRB9alTp1CpUiU88cQTGDRokO9bLCJhQTPqRVJhmgcDauZSz5kD5M3rMWic+cNO/HHwNJIuJiMmOhcuLZ4PtzWoEPEpUzr7JbasU/3MM8/gxRdfNBMWFy1aZIJsC0eoO3XqhE8++cSX7RSRMKMZ9SKpPPccMGmSc4TaQ0DNoPG91X9i7Z9HceDkORw6dR4HT54zt3l/pC9ConrSEuqy9VftzTffRLdu3fB///d/OHz4cJrttWrVwldffeWL9olImNKMehEAP/wA1K4NxMQAuXIB/funu+v2g6exafdx/H30TIozOTwAzRXl3F67fCFEKp39EluOVP/999+45ppr0t2eL18+nDhxIsuPO27cODRs2BAFChRAiRIl0LFjR2zbti3FPk2bNjXpJu6Xvn37pthn586daNeuHeLj483jDBkyxKSpuFu+fDnq1auH2NhYVKlSBW+//Xaa9kyePNmkssTFxaFRo0ZYs2ZNll+TSKSyZtQzgHanGfUSKaI4uHTttcBddwFJmY8yc1T6ryMpA2ribd7P7ZFMZ78k1GXrE8hAlYF1etatW4cKFSpk+XFXrFiB/v37m8CaQfBjjz2G1q1b4+effzaBuqVPnz4mZ9vC4NnCiZIMqEuVKoXvvvsOe/fuNaPqMTExZmTdKgnIfRiMv//++1iyZAl69+6N0qVLow1z3QB89NFHGDx4MF577TUTUE+cONFsY5DP1y8imdOMeolUJdesQfSzzwLnz/MPEycjZfozuaKi0h1t5f3cHsl09ktsOVLNnGkGm9u3b3fdxxFjWrhwoRn17dq1a5Yfd/78+bjvvvtQo0YN1K5d2zwOR50ZpLtjEM2g2bokJCS4tvH5GYS/9957qFOnDtq2bYuxY8eaUefz/HIDTNsrV66M5557DtWqVcOAAQPQpUsXvPDCCylWjWTw3qNHD1SvXt38DJ936tSp2ekykYjlnFGfgIaVi5hrBdRid1Gff46rJkxAFP/mdOnCURogT55Mfy4uJhcqF/t3AMkd7+f2SKazX2LLkeoxY8Zg2bJlJmi9/vrrTUD99NNPY8SIEVi1ahXq1q1rRplziqX5qEiRIinu5+gyg2YG1O3btzfPa41W8/lZiaRkyZKu/TnC3K9fP2zZssW0jfu0bNkyxWNyH6taCYNvBvLDhg1zbc+VK5f5Gf6sJ+fOnTMXi5X+kpSUZC7esPbzdv9IpX7yjvrJO+on76mvMhc1Zw6i774bURcu4EKXLnBMn+7c4EWfxecGWlQtiq+jkvHX4TOu+ysWjUeTqkXNdjv1fXY+T6UTYtD96nLYfSwRpxMvIF9cbpQtFIf8sTG26ht3+r3zbz/5sl+zFVSzwsfq1avNSO/HH39sco6ZunHppZdi1KhRJoc5r4eZzVmRnJxsgtxrr70WV155pev+u+66yyw+U6ZMGWzcuBGPPPKIScmYPXu22b5v374UATVZt7kto30YCJ89exZHjx41aSSe9tm6dWu6+eA82EiNI+fu6SneYEUVyZz6yTvqJ++on7ynvvKs9HffocGzzyIqORl/N2mCDXfeCUcW+4pLq91bjrkO7veeA04fxV8//Yq/foLt5PTz9Acig37v/NNPZ1jm0keyndXPoHn48OHm4g/Mrd68eTNWrlyZ4v7777/f9X+OSDMPukWLFvjjjz9MUB8sHNVmDraFAXr58uVNTrh7ekpmR0v8MLRq1crkgItn6qes9dM1NzTD/lMX0ozqiJM+T+HdV7uOnMXnG3fj4Elneh8VL5AHt9Qqi3JFfJtje+pckscRUktUfDyiXn4ZFzp2xPouXdDqxhuz3E98PXM2/I3th87gwsVk5I7OhUuKxePWeuVtlzMcip+nUKR+8m8/ZaewRnpCcqosc5znzp1rVmvkgjIZ4SRC+v33301QzZSQ1FU69u/fb665zbq27nPfh8EvDxa4EiQvnvaxHiM1VhHhJTW+sVn9JcjOz0Qi9ZN3ZqzdjX0nL/h89TG70ecp/PqKdZs/27QP+83n+998Y37eeb8vFwPxaiU/rpL4/fdwXHYZsGBBtvqpcskY9Gl6eURN7g2Vz1OoUz/5p5982afZCqp79uyZ6T7Ms37rrbey9LhcRGbgwIGYM2eOKXnHyYSZ+fHHH801R6ypcePGeOqpp8zS6VaVDh65MGDmhENrn3nz5qV4HO7D+ylPnjyoX7++qQrCsn5WOgpvM+AXCQccVSPnCN6/AYdWH5NIWgzEF8tOZ7SS3+bnX0fRzs2Qr14d5501a3qVP50RLZctEp6yFVQvXbrUVe3DCjh37dplgljmV5P79qykfMyYMQOfffaZqVVt5UAzh5sjyEzx4PabbroJRYsWNTnVDz74IJo0aWIWnCGmWzB4vvfeezFhwgTzGExR4WNbI8kspccl1ocOHWoOEPh6Zs6ciS+//NLVFqZydO/eHQ0aNMBVV11lSuqdPn3aVAMRCQc8TZ0eXwYcInZfDCS94L3e0s9w4ysjkfxGMeDHDUDZsj55PhGJoKD6zz//THH70KFDJqBmVY7mzZtnuzGvvvqqa4EXd9OmTTOl9jiCvHjxYleAy5zlzp07p8jrZtoGU0dY7YMjz6xvzeDYva41R8AZQDMg53LrTDGZMmWKq0Y13X777Th48CBGjhxpAnNWOmHJv9STF0VCFfM+M6LVxyTcBWoxEE+/Kw0Wz8atr41BLocDh9rcjBL/nC0Vkcjlk2+c7IxKp5f+kREG0awykhlWB0md3pEaA/cNGzZkuA9TPZTuIeGKE6kyotXHJNwFajGQ1L8rDRd+jE6vOwdqVt14BwpNeAEluAS5iEQ0n3wLnDp1yjVKLCKhgZUJ0qPVx8QOArUYiBW8U6P5H7kC6m/b3Y3vB49GuSKa9CsiPhip3r17t0m/4OIoV1xxhW9aJSI5ZpX6YnmxNNU/tPqY2AQrb3DSrT+rZVjB+6aJb6Ldm0+Z+75p3w3rBj6GTvXL63dJRLIfVDOATp3yMXr0aOUbi/gRKxBkJ3Do1riiCaojpTyXRJ5AVMtg8F544D04O+89HGvQGMVGjUWvIvH6XRKRnAXVnLzHoJrBNScockKgVX1DRHzPqxq5GYxYV8uv09ORdCAl/lGgRFFg5dfIGxeH0j6aSyQiER5Uc1RaRAIjoxq5qjdtXzk5kBIfeuYZ1o0FHnnEeTuv5iKIiGeariwS4rxZ4EIi60CK2yUAxo0Dhg4FHn0U+O67YLdGROw6UZG1m7li4vr163H8+HGzAIw7podwBUIRCY8FLiTyVgqUDDz5JDBihPP/XOfgmmuC3SIRsWNQzZUMWef57NmzqFq1KjZt2mRWMTx27JipBnLppZeamtIiEj4LXEjo0IFUkI0ZwzxH5/+fegp47LFgt0hE7Jr+8eijjyJ//vzYtm2bWeGQi7ZwZcK///4bH330EY4ePYrx48f7vrUiEci9Rm5qqjdtTzqQChIuQDZy5L8B9dNPK6AWv2Ea1y97T2DtjiPmWmld4S9b38zffvsthg4digoVKuDIkSPmPiv9o2vXrli5ciWGDBni1eqHIuJdjVyPk9Z8UG9aFSYid6VASYV502PHOv//7LPAQw8Fu0W24el7Ji6C14vTRGR7ylZQzQDaqkldqFAhs5KiFVxTzZo1Tb61iIT2Ahf6Yo/MAylJx7XXOqt9cHXgBx8MdmtsI73vmQ41SyESqaKTfWUrqK5cuTJ27Nhh/s9a1bzNNJDbbrvN3Pfdd9+ZYFtEQneBC32xh7ZArBQo/6R8nD0LxP9zEPnww8Fuka1k9D3z+cbdqITIo4nI9pWtnOrWrVtj1qxZrtv9+vXDlClT0LJlS7Ro0QLTp0/HXXfd5ct2ioiPqVRfuBxIJaBh5SLmWgG1HwLqwYOBZs2A48eD3ZqI+545ePI8IpEmIttXtkaqH3/8cdx5551ISkpCTEwMBg0ahNOnT+OTTz4xqSAjRozAY5rcIRLS9MUuiPSA+oEHgJdfdt5mCdhOnYLdKtvR90hamohsX9l65woXLoz69eunqEk9fPhwcxGR8KAvdolYnFg/YADw6qv8Awa88YYCaj9NXtb3SFqaiGxf+rSLRCh9sUvEBtT9+jkDaQbUnFTfo0ewWxUyfDF52T0oj82dC3XLF8TG3SdwMdmRYr/iBfIAZxBxNBHZvrIVVPfs2TPTfTh6rQogIqFLX+wSCgJa0pEB9f33OwNpBtRvvw106+af5wpDvpi87CkoLxAbjfoVC2HdX8dcgTW/Z26pVQobV/2KSKSJyPaUraB65syZJmi2nDlzBrGxsSaf2qKgWiT06YtdgingJR337AHmzmXZKuCdd4C77/b9c0RwVYr0gvKT5y7ijwOncE+jCjiZqk71RkQuX1d0kjANqk+dOuX6/6FDh1CiRAnMnTsXzZs392XbRCQA9MUuwRCUko7lygHLlgGbN3OlMt8+tg3kdPJyRkH54dNJ4Bg1K9lYWOxAxE5ynFPtPmItImLRSo0SErV6L1wAtmwBatd23q5WzXkRn09eVkUhiXSaqCgiPqeVGiUzAQnAGFDfey/w6afOtI8WLXL+mDaW08nLqigkkS5bi7+IiGT3tD63i/g9AGNqARch+/BD4OJF4OTJnD1eBE1eZgDtztvJy1ZQ7okqCkkkyNa31uzZs13/P3nypEkBWblyJY4dO5Ziv06q+ykScbQErwS9pCMD6jvvBD75BIiJcV63b5+zBkeInExeVkUhiXTZCqq7dOliAmkHV6T6x+jRo1Psw+0XOTogIhFFeZXiDb8FYOfPA7ff7kz5yJOHo0BAu3a+a3gEyMnkZVUUkkiWraB6GWdPi4h4oLxKCVoAxoCaVT0+/xyIjXUG1jfe6OtmSyZUUUgiVbb+ut1www2+b4mI2IJWapSgBWCsPx0X57x89hnQunWmP6IqNSLiKz4dMtq2bRvOnTuHWrVq+fJhRSSMKK9SgiZ3buC995x1qOvWzXR3VakRkaBX/zh69Cg6dOiAggUL4pZbbjErKt57772oXr066tati3r16uHIkSM+baiIhN9p/W6NK6JT3bLmmrcrFFGgIjnH0eVf9p7A2h1HsHX7fiQ++7xzCXLixEQvAmpVqRGRkAiqH3vsMcyfP98E0ps2bULXrl2xYMECTJ8+Hc8++yx+/vlnPP30075vrYiE2Wn9BLOCGq81Qi2+wNHlt1buwDur/sIXq39H7o63IG7IQzjZb4DPq9SIiPg9/ePLL7/EgAED8Nxzz+HWW29Fq1atzP/vueceVxrIp59+qsBaRER8xn10OSbxDLr/30BcumUtzsXF46srrkPbxCSvD95UpUZEQmKk+sCBA7jyyivN/2vWrGmumfphqV+/Pnbv3u2rNoqIiLhGl/OcPYP7nupvAurEvPkwdcRr2FCxZpZGl1WlJvxTf3itNB0JJdn61ihcuDBOnDhh/h8XF4dGjRqhWLFiru2crBjDvDYREREf4ehxnrOn0ePJ/6LS1g1IjM+PqSNexd+X13Zt95bdq9TYsaqJJpaKLYNqjkpv2LDB/D8hIQGrVq1KsX3z5s2oWrWqb1ooIiLC0ePYaHQb9z8TUJ+NL4CpI1/DrstqZmt02c5VauwYfGY2sZQTocP5PZMIDqpfffVVnD59Ot3tZcuWRWsv6oOKiIh4q1yReCzv0h0ldv2Btx9/BXsurZ6j0WV/r/536lwS9h0K7GixXYNPbyaWasEZCcug+vLLL89w+4gRI7LbHhEREY8YDNYe2APv1L8Ge5Jy+2R02Z+r/7FCyb6TFwI6WmzX4FMTSyUcaCaGiIiELq550Ls38PzzQKVKJiDt1urKkM4X5gg1HTx5PkU9gECMFts1+NTEUgkH+hSKiEhoOnwYaNkS+PFHgBWlVq8GoqL8OrrsC7uPJaa7zd+jxXYNPu0+sVTsITx/u0RExN4OHXIG1D/9BBQvDrz1lgmow8HpII4W2zX45IFUh9plsPavozh2+jzi8kTjXNJFJCYlo0PdsiF1pkIil4JqEREJLQcOOAPqTZuAkiWBpUtZdgrhIl8ORotzWgrPrlVNWNHks5/2mL45fe4Cki4mo0KReNzVqIK5FgkFCqpFRCR07N8PNG8O/PwzULq0M6C+4gqEk7KF4vBHOtsyGi32VSk8f1c1CepKmtG5UCg+j7n/bFIy5m7ci17XxYXtaxN7ydaKiu727t2Ln376KcMSeyIiEhhhv+LcwIHOgLpMGWD58rALqCl/rDPAK17AGfx5M1qcWSm8rL6PzrzzBDSsXMRch3PQ6U1FE5GwHqn+7LPP8Mgjj+C3334ztxctWoTmzZvj0KFDaNWqFUaNGoWOHTv6sq0iImL3RT8mTwZOngReegm47DKEs26NK5qSet6MFtu1FJ4v2LWiidhPtkaqv/jiC3Tq1MksTc7g2eFwuLbxPi7+Mm3aNF+2U0REMuDrkc6ASnSrlsFJiV99FfYBtTVi7e1osQLHyKtoIvaTraD6iSeeQJMmTbBy5Ur0798/zfbGjRu7ljEXERH/C9tT5H//DdSqBUyZgkimwDHziiaehHNFE7GfbAXVmzdvxm233Zbu9pIlS+IAZ2+LiEhAhOVI586dQNOmANMIx48HzoZo4B8AChwzr2iSun/CvaKJ2E+2Dn3j4+MznJi4fft2FC1aNCftEhERO490/vkn0KyZ8/rSS4Fly4C8ChztVgrPV+xW0UTsKVvfss2aNcP06dMxaNCgNNv27duHN998EzfffLMv2iciInZb9GP7dmdAzZFq5k6zbF65coh0ChwzFuoraYpkK6h+6qmncPXVV6Nhw4bo2rUroqKisGDBAixduhSvv/66mbjICYwiIhIYYTPS+fvvzjrUzKW+/HLnCDXL54mhwFEkwoLqqlWrmkmKDzzwAEaMGGGC6GeeecZsa9q0KSZPnoxKlSr5uq0iIj5Zdc6uwmKkc/ZsZ0DN+tMcoeYCLyIiNpDtJLsaNWpg8eLFOHr0KH7//XckJyfjkksuQXGWQxIR8RNb1GKO5JHOIUOA2FjgjjucS5CLiNhEjmeuFC5c2KSBiIgEuxYzR2lDalRW/k35YIpHfDwQFQU88ECwWyQiEhpB9TvvvOPVft26dcvOw4uIeKRV58LQli3OHGrWov7884iu8CEi9patoPq+++7LdB9OXlRQLSKI9FrMkWzTJqBFC+DgQeDQIWcdagXVImJT2Qqqd+zY4fuWiIjYrRZzJPvpJ2dAffgwUL8+sHAhUKRIsFslIuI32foLVLFixTT3rVmzBgsXLkTu3LnRrl071KxZ0xftExEJz1rMkWzDBqBlS+DIEYBzbhYs4AScYLdKRMSvfDKs88EHH5hUj4sXL5rbo0ePxhdffIFWrVr54uFFRMKrFnMkW7fOGVAfOwY0agTMnw8UKhTsVkmAqeylRCKfBNVjxowxi8HMnDnTBNZdunTB2LFjFVSLSGTWYo50DgfQuLEzoE5ICHZrJMBU9lIiVa6cPkBSUpKpU/2///0PpUuXRrly5cz/t3DGt4iI32oxJ6Bh5SLmWgF1CGH+9IoVzpQPBdQRJ7Oyl9wuYlc5DqpPnDhhFn4pWrSo6z7+/xhP/YmIiP2tWgWsXv3v7dq1gQIFgtkiCeGylyJ25bOp8iyhJyIiEWblSqBtWyBXLuCbb5z1qCViqeylRLJsBdW13L40rcmJvXv3Rr58+cz/T5065av2iYhIqPr6a+Cmm4DTp50LvFSpEuwWSZCp7KVEsmx9uosUKZJiZLpEiRIptjP9w1PZPRERsYnly4F27YAzZwBOSv/0U+cy5BLRVPZSIlm2cqqXL1+OZcuWZXrJqnHjxqFhw4YoUKCACdQ7duyIbdu2pdgnMTER/fv3N4F7/vz50blzZ+zfvz/FPjt37jS1suPj483jDBkyBBcuXEjzGurVq4fY2FhUqVIFb7/9dpr2TJ48GZUqVUJcXBwaNWpkanGLiES6qKVLnSPUDKjbtAE++0wBtaQoe8kA2p3KXkokyPFERV9asWKFCZhXr16NRYsWmcoirVu3xmmeWvzHgw8+aGpgz5o1y+y/Z88edOrUKUU6CgPq8+fP47vvvsP06dNNwDxy5MgUK0Jyn2bNmuHHH3/EoEGDTPrKAs5W/8dHH32EwYMHY9SoUVi/fj1q166NNm3a4MCBAwHsERGR0FLo118R3bGjc8lxBtYcodbS4+Kh7GW3xhXRqW5Zc83bFYrowEvsLVvpH18zj84LTZo0ydLjzmdNUzcMhjnSvG7dOvNYx48fx1tvvYUZM2agOfP3AEybNg3VqlUzgThrZXNVx59//hmLFy9GyZIlUadOHVMz+5FHHjGL0uTJkwevvfYaKleujOeee848Bn9+5cqVeOGFF0zgTM8//zz69OmDHj16mNv8mS+//BJTp07Fo48+mqXXJSJiFycqVYLjuusQFRcHfPwxEJtyRFLk37KXGpWWyJKtoLpp06YZVvtwOBxmuzWJMbsYRFs53MTgmqPXLbla1z+uuOIKVKhQAatWrTJBNa+5RDoDagsD5X79+pna2XXr1jX7uD+GtQ9HrImj3HyuYcOGubbnypXL/Ax/1pNz586Zi3upQWJ7efGGtZ+3+0cq9ZN31E/eUT95j32UnCcPEj/8EDEMqlnxQ/0WVp+pU+eSsPtYIk4nXkC+uNwoWygO+WNjgvKYodxPoUT95N9+8mW/ZiuoZuqFe/DYq1cvk17BYNZXWPuaQe61116LK6+80ty3b98+M9JcKNWStwyguc3axz2gtrZb2zLah6/l7NmzOHr0qDkg8LTP1q1b080H58qSqXHknLndWcHUF8mc+sk76ifvqJ/SV3LNGhTZtg2/3HMP66diEcvoiS0+U3+EwGOGQz+FAvWTf/rpDOeGBDOo5uRAy+HDh8010zOslAxfYG715s2bTVpGOOCoNnOwLQzQy5cvb3LCE7xcVYxHS/wwcHn3mBidNkuP+sk76ifvqJ8yHnkstWIhKjzzDKKSklCxXTvML1JEfRWGnym+p++s+gsHT55Ps614gTwm7zmrI9Y5fcxQ7KdQpH7ybz9ZmQW+EJIFIwcMGIC5c+ea3G0ue24pVaqUSc3gao3uo9Ws/sFt1j6pq3RY1UHc90ldMYS3GfzmzZsX0dHR5uJpH+sxUmMVEV5S4xub1V+C7PxMJFI/eUf95B31k9POw2dcy0zXWL0YDZ4fiqiLF3C6YxfkueMOnn5TX3kplPpp36Gz2Hfygsf6BLyfl2r544PymKHUT6FM/eSffvJln4ZU9Q/mYjOgnjNnDpYuXWomE7qrX7++efFLlixx3ceSeyyh17hxY3Ob15s2bUpRpYNHLgyYq1ev7trH/TGsfazHYIoJn8t9H6aj8La1j4iI3ZxMTHIF1Fd+txB3PjcE0Rcv4Mfrb8KUvmNw6qLD58/3y94TWLvjiLnmbQmflQ61eqJICC9TzpQPVvb47LPPTK1qKwe6YMGCZgSZ18zfZpoFJy8yUB44cKAJdDlJkZhuweD53nvvxYQJE8xjDB8+3Dy2NZLct29fTJo0CUOHDkXPnj1NAD9z5kxT3cPC5+jevTsaNGiAq666ChMnTjSl/axqICIidrPr6FkTUNf8dj5unzgM0ckXsf6Gm/Fx/7FwnL5oUkL8MSKeopZx3XKmJJuE/kqHWj1RJKVsfeIZ8KYOom+++WaTMmHhdqt6h7deffVVV3URdyybd99995n/s+wdK3Ewr5vVNli145VXXnHtyzYwdYTVPhhsc+l0BsdPPPGEax+OgDOAZs3rF1980aSYTJkyxVVOj26//XYcPHjQTMBkYM7SfCz5l3ryooiIXXBksdCBPbjtpcdMQP1Dsw6Y3W80HP98tzPH2tcj4u54m/ezprEWCQn9lQ61eqKIjyYq+mJk2lP6R2a4uiFXOuQlPVwifd68eRk+DgP3DRs2ZLgPU1F4ERGJBBxZPFaiDD79z0hU2PYTPv3PCDhYNu8fLJfmyxFxT3g/t6vGsX9WOvR4diCbKx364zFFwlm2viE9LektIiLhgSPFDFw5Ms1AmiOKBXI5XCOP65p3NBd3vJ/1h31Rgk25uMFd6TDNe5+D4NcfjykSrpTwJCISQTzlMjf/9nPcMO99FFi+LMORx5wuEmJRLq69VjrU6okiTtn65nrnnXe82q9bt27ZeXgREfEDT7nMDRd+jFavO+ecnHtjCiqMeDzdkUdfrTymXFwRsaNsBdWcNMicaisH2v3/Ft6noFpEJHSkzmW+ev6H6PDm/5n/f9vubhTpNQDVAjDyqFxcEbGjbAXVa9eudf2fC7Fw9RpW4GjYsKEv2yYiIj7knqvceN4HuOWtceb/37TvhnndH0KncxcD1hbl4oqI3WQrqObCKKmXKb/88stT3C8iIqHFylW+du67uHnaM+b/Kzr2wPx7BvH0YsBzmf01Iu5xIqaCdRHxM80GERGJEAwuy8ZcNKPUtKxTLyy55wFcUjQeBePz4Ojp82Zlw3AOQrWojIgEi4JqEZEIwUD5lmsux6fPv4tSC7/Eqg7dUK10Alb+fgi5o3Mhf2zusA5CtaiMiIRdUH3kyJE0/z958mSK+4lLiYuISAjYuhW44goTKN/W6VrsalYPZZMu4vOf9iBfbG7EROcK+yDUDovKKHVFJMKC6mLFiqVZUbFTp05p9rt4MXCTXkREJB1PPgmMHg189BGXxHXlMjPV42xScoqAOtyCUDstKqPUFZEIDKpHjhzpl2XKRewsoxGoUBudCrX2SA6MGeMMqOn3320VhNppURmlroiEv2x9w4y2vqBFJMcjUBRKo1MaLbMJrh0wahQwdqzz9oQJwJAhtglC7baojB1SV0QiXdpzfiISsBGo1dsPYeYPO9MdneLPhkpbg9EeyUFAPXz4vwH1c8+lCajdg1BPQj0IzWhRmdSvKRwWlbHbWQORSJSjYYhvv/0W69evx/Hjx5GcnJxiG9NDRowYkdP2iYS9jEagmM/6x8HTKBSfJyRGpzRaZpOA+tFHnSPT9MILwKBBEbOyYbguKmO3swYikSjb1T/atWuHNWvWmOXJPS1ZrqBaJPMRpnNJF5F0MTlbP+sPGi2zSV76iRPO65dfBgYMsGUQmhF/L7PuD+GcuiIiOQiqhwwZgo0bN2LGjBlo1KgRLrnkEixYsACVK1fGCy+8gFWrVuGrr77KzkOL2E5GI0yxMdEeKy9487P+oNEyG+SlcxL55MnA7bcDTZvaNgi1GzueNRCJNNnKqZ43bx7+85//4Pbbb0eBAgWcD5QrF6pUqYLJkyejUqVKGJTO6UaRSJNR3mremFy4tHg+j9uCMTpltxzbYAhKXjrPFL71FpD0z2PnyuV1QC2hwzpr0K1xRXSqW9Zc83aFIpogLGLboPrYsWOoUaOG+X/+/PnN9alTp1zbW7dubUauRSTjyVNXX1oMtzWoEDITq8J5oleo8CYv3ac4n6V/f6B3b+Duu50BtrjwIIb1uNfuOGKuQ32yrfOsQQIaVi5irvU7JxI+snUut0yZMti3b5/5f2xsLEqUKIGffvoJHTp0MPft3r1bdaxFspC3Gko5rXbMsbVtXjoD6n79gDfecKZ93HST89omcpqXrvKQIhLyQXWTJk2waNEiPP744+Y200AmTJiA6OhoUwVk4sSJaNOmja/bKhLWMspbDbWc1lBrTzgJWF46A+r773emfTDd4+23gXvvhV3kNCDWYioiEmjZ+nYfPHiwCarPnTtnRqq5GMyWLVtc1T4YdL/MWeciIhEmIFUcLl50pnswkGZA/e67wF13wS58ERCrPKSIhEVQXbNmTXOxFC5cGIsXLza51hyttiYviohEmoBUcWAONQPq6GjgvfeAO+6AnfgiIFZ5SBEJNJ/WxypUqJAvH05EJCz5PS+dQfQHHwBTpgBdu8JufBEQqzykiARatr9V5syZg+XLl5tUj86dO5sye2PHjjUpId26dVNJPZFQWQgkgttu27x0lsvbsQMoUgR25IuAWIupiEhYBNVTp05Fnz59TJrHpEmT8Morr5gg+tprr8X58+fx0EMPoXjx4rib5Z1EIlw4VyAI57bbCutPDxzovPxTztSuAbWvAmItpiIiYVGn+qWXXkLTpk3NcuVPP/20Cajvuecek1fNpcsbN25sAm2RSBeUhUB8JJzbbivnzzvTPV5/HWjbFkhMhN35ql66FlMRkZAfqf7999/Rr18/s4ribbfdhqFDh+Lmm2822zhRsWvXrnjyySd93VaRsBPOFQjCue22Cqhvuw347DMgTx7gtdeAuDhEAl/lpas8pIiEdFCdO3du1+Iu+fI5l1h2r/jBVRZPnz7tqzaKhK1wrkAQzm23hXPngC5dgLlzucoW8OmnwI03IpIoIBYR2wfVlSpVwh9//OEqp/fLL7+gQoUKru07d+40qy6K2El2JuyFcwWCcG572GOKR+fOwLx5zpFpjlS3bh3sVomISAay9Vexb9++OHnypPk/U0CqVq2aYjurgtwYYSMqYm/ZnbAXzhUIwrntYW/0aGdAnTcv8MUXQIsWwW6RiIj4K6jOyIoVK7LzsCK2W90tnCsQhHPbw95jjwE//AA8/jjQrFmwWyMiIl7Q+VsRP0/Y8/tCIH4Uzm0POxcucMKK8/8JCcCiRcA/c1dERMTmQfW3336L9evX4/jx40hOTk6xjRMZR4wYkdP2iYTlhD1P+dfVSicgHGmyWABwYjcrKDFt7pFHnPcpoBYRsX9QzfrU7dq1MzWpHQ6HCaB5Tdb/FVSLXWR1wp4WTJEsOXUKuOkm4JtvgHXrgG7dgNKlg90qEREJxOIvQ4YMwcaNGzFjxgxs377dBNELFizAr7/+avKt69Spgz179vi+tSJBnLDnSeoJe1owRbKEE745Os2AmikfCxcqoBYRiaSget68efjPf/6D22+/3VWfmlVAqlSpgsmTJ5uSe1xlUSTSVnfzJv9axDhxAmjThnl0QKFCwOLFwNVXB7tVIiISyPSPY8eOoUaNGq6FXugUT2H+o3Xr1niMs9dFbMLbCXtaMEW8cvy4M6D+/nsW+3dOSqxfP9itEhGRQI9Uc2GXffv2mf/HxsaiRIkS+Omnn1zbd+/e7VpxUcQunBP2EtCwchFz7akChhZMEa98+aUzoC5SBFiyRAG1iIgNZOsvfJMmTbBo0SI8zhqqgEkDmTBhAqKjo00VkIkTJ6INR2FEIowWTBGv3HUXcPQocN11QO3awW6NiIgEK6gePHiwCarPnTtnRqpHjx6NLVu2uKp9MOh++eWXfdE+kbCiBVMkXYcPA9HRzvxpzlHsdb8znWjHEdX/FhGJ1KC6Zs2a5mIpXLgwFi9ebHKtOVptTV4UiURaMEXSOHgQaNmS+XImf3rnhRiVXRQRsRmfJngW+mcEhvbu3YvSKg0lEUoLpojLgQNAixbA5s1AqVI4tXMXZu+Pyday9yIiYrOJisyfzsirr76K6tWrZ7dNIiL2sH8/0KyZM6DmIMPy5fi7WHmVXRQRj7iWwS97T2DtjiPmWmsbRMBI9bBhw8xI9AsvvJDi/m3btqFPnz5YuXIlevTo4as2ioiEn717gebNga1bgbJlgWXLgMsuMznUGVHZRZHIlN5qvB1qlgpqu8TPI9XTp0/HK6+8gjvvvBNJSUm4cOECxo4d61pJkfnVb731VnYeWkQk/HFF2aZNnQF1uXJmhJoBNansooikltFqvJ9v3B20dknWZOvb+5577jG1qbt06YKWLVviyJEj2Lp1Kx588EE88cQTiIuLy87DiojYAxfD4oqJFSrg1PyF+DtfCVeVj6L58qBMwTjsOZ6Y5sdUdlEkMmW0Gu/Bk+dRKTrgTZJsyPaQCFdNXLZsGdq1a4eDBw/iiy++wE033ZTdhxMRsY/LLweWLsXuRGDW7ijs/+WvFIFzq2olsXTrgRSBtcouikQupX3ZQ47OM9avXx+rVq0yC70MHDgQl112mbmIiEScv/4Ctm93Tkzk6dzKVTBr5Q6Pp3MX/bIfd11VAYdPn1fZRRFR2pdNZOtdrFy5coplyE+dOoVDhw6hXr16KF68uLmP2//44w/ftVREJFTt2OEMplnt46uvTD51RqdzeT8Dai53LyKS0Wq8xQvkAc4EpVkSiKD6hhtuSBFUi4hELGt0eudO52TEf87WZXY6V6d7RcSb1XhvqVUKG1f9GtT2iR+D6rfffjs7PyYiYi+//+4MqHftAqpWNXnUKFPGbFKVDxHxxWq8cdHAxmA3Tryib3URkez49VdnHerdu4Fq1ZwBdalSXp3OVZUPEfF2NV6WLhYb16l+6aWXzOTE9LRt29asqigiYktM9WAdagbUNWo4F3ZxC6jdT+cygHanKh8iIvaUrZFqLuzSnCM06eAS5W+88Qb69euXk7aJiIQmpng0aQL8/DOweDFQokSWTucqoBYRsZ9sjVSzqkc1nu5MxxVXXKHKHyJiX7lzA++9B6xYkW5AnfJ0bgIaVi5irhVQi4jYU7aC6jx58mDfvn3pbt+7dy9y5crWQ4uIhKaNG4HBg4Hk5H8D68KFg90qEREJEdmKfK+++mpTAeTkyZNpth0/fhzTpk0z+4iI2MKPPzonJb7wAvD008FujYiI2CWnetSoUaZWdZ06dTBo0CDU4EQdAJs3b8bEiRPNSPWMGTN83VYRkcBbvx5o1Qo4cgRo2BDQXBEREfFVUN2oUSN88cUX+M9//oMHHnjAtRCMw+Ewqy1+/vnnaNy4cXYeWkQkdPzwgzOgPnaMX3zAggVAwYLBbpWIiNipTnWrVq3w+++/Y8OGDa5JiZdeeqlZqlyrLYpI2FuzBmjdmjltwDXXOJcfT9Cy4iIi4ofFXzgZsX79+uYiImIbp04B7do5A+rrrgPmzQMKFAh2q0REJIT5pUTHZ599hksuucR1eeihh/zxNCISICcTk/DL3hNYu+OIueZtW8ufH5gyBWjRwjlCrYBaRET8MVKd0cIvtH//fvz1119YymV7uYJYyZJePe7XX3+NZ555BuvWrTOTHefMmYOOHTu6tt93332YPn16ip/hyo7z58933T5y5AgGDhxocr45kt65c2e8+OKLyM8/kv/YuHEj+vfvj7Vr16J48eJm/6FDh6Z43FmzZmHEiBH4888/cdlll+Hpp5/GTTfd5NXrELGTnYfPYPaGXSmW2zarAtYtZxY3sZWLF4HoaOf/O3QAbrkFUDqbiIj4a6R6+fLlJp/64MGDHi9WqT1WCOGFi8F44/Tp06hduzYmT56c7j433nijCbitywcffJBi+913340tW7Zg0aJFmDt3rgnU77//ftf2EydOoHXr1qhYsaIJ3hnEjx492qwAafnuu+9w5513olevXiZnnIE9L6xuIhJJOCKdOqAm3ub9dhqxjvrmG6BWLeDPP93uVEAtIiJ+zqkeP3487rrrLo/b3nvvPXTv3j3Lj9m2bVtzyUhsbCxKlSrlcdsvv/xiRq05At2gQQNz38svv2xGmJ999lmUKVMG77//Ps6fP4+pU6eaRWxYDvDHH3/E888/7wq+ObLN4H3IkCHm9tixY02QPmnSJLz22mtZfl0i4YrLa6cOqC28n9urlQ7/FQKLbdqE6HHjgDNngCefdKZ+iIiIBGqiYnr8Wf2Do+QlSpRA4cKFTRrKk08+iaJFi5ptq1atQqFChVwBNbVs2dKkgXz//fe49dZbzT5NmjQxAbV7CgnTO44ePWoel/sM5sppbrjPp59+mm67zp07Zy7uI+KUlJRkLt6w9vN2/0ilfgpcP504nYhoJGe4PSkpL8LZxYUL0WjsWESdP4/kNm1wkQu86LPlkX73vKN+8o76yTvqJ//2ky/7NdtBNVM1GITGxcUhb97A/FHl6HGnTp1MLWyW8XvsscfMyDaD4OjoaLN0OgNud7lz50aRIkVcy6rzmj/vzsr55jYG1bxOnQfO2xktzT5u3DiMGTMmzf0LFy5EfHzW8k45Ki6ZUz8Fpp8a/pNi7Mm+LX9i3haEreIbNqDRuHGIPn8e++rXx9pevZD8z1wQSZ9+97yjfvKO+sk76if/9NMZnqEMdlDdt29fc6GYmBhUqFABDRs2xC233GLSK/zhjjvucP2/Zs2aqFWrlqmNzdHrFpylH0TDhg1LMbrNkery5cub/O0EL2vb8miJHwbWAGefimfqp8D106lzSXhn1V84eDLt73TxAnnQrXFF5I8Nz/cgasECRI8fb0ao9zZsiIILFuBGtwnNkpZ+97yjfvKO+sk76if/9pOVWRDUZcqtF5CYmIhDhw6ZKhnz5s3Dhx9+aPKeA4Hl+ooVK2YmTTKoZq71gQMHUuxz4cIFUxHEysPmNauTuLNuZ7ZPerncxNfs6XXzjc3qL0F2fiYSqZ/830+FY2Jwa72KHqt/3FqvHArnD9PqH8nJwBNPMG8LybfcgrX33ou2+fPr8+Ql/e55R/3kHfWTd9RP/uknX/ZpjoLq1C5evIgFCxaYEezdu3fj3XffNUuXczT52muvha/t2rULhw8fRunSpc1tLo1+7NgxU9XDWpCGZf2Sk5PN0urWPo8//rg5ILA6kkc2VatWNakf1j5LlizBoEGDXM/FfbT0ukQils3rdV1lMynxVOIF5I/LjXKF86JAXBh/uefKBXz5JTBhAi6OGQOHTquKiEgoLf7CvGZW2mCZOqaDjBw50gTgs2fP9urnT506ZSpx8EI7duww/9+5c6fZxmocq1evNqPiDHo7dOiAKlWqmEmEVK1aNZN33adPH6xZswbffvstBgwYYNJGWPmDWLGEkxRZLo+l9z766CNT7cM9deOBBx4wVUSee+45bN261ZTc++GHH8xjiUQiBtDVSiegYeUi5jpsA+qdO//9f/HiwDPPcJgimC0SERGb8MuKirfffrsJiK0Lg1NvMHCtW7euuRADXf6fwTkDdi7awpztyy+/3ATFHI3+5ptvUqRdsGQe62IzHYQB/nXXXZeiBnXBggXN5EG2iz/P1R75+O61rK+55hrMmDHD/BzrZn/88cem8seVV17p034SkQD65BOgShXgzTeD3RIREbGhHJXUYwm59evXmzxmpncwvzknmjZtatJF0sPUksyw0gcD4oxwgiOD8Yx07drVXETEBmbNAu6807liIn/3e/fWwi4iIhIaI9UvvfSSyWXmSDDL3HEUmThpkcE1F1cREQm6Dz/8N6Du1g2YNk0BtYiIhEZQPW3aNDOJj/nLb731VorRZQbUXJSFVUBERILq/feBu+92BtQ9egA82I/OoPC2iIhIIINq5khzkiDTLNq3b59mO3OVOQlQRCRo3n3XOTLN8nlM9+DS4wqoRUQklIJq1oXmSoYZ5TWz1J2ISND89pszoP7Pf4DXX3eW0RMREQmliYqFChUyudPp+fnnnzNcKEVExO/GjAEaNAB4Nk051CIi4mfZGrphqTqWm+NCK6kx7ePNN980pe9ERALqs8+AM2ec/2cgze8hBdQiIhKqQfWTTz5pVk9k3ebhw4cjKioK06dPxz333IMGDRqgRIkSpvaziEjAvPIK0LGjM5A+9++S6oFyMjEJv+w9gbU7jphr3hYRkciRrfQPrk7IpcAfe+wxsyIhq39wSfICBQrgzjvvxPjx43Ncs1pExGsvvwz873/O/9epA+TJE9Cn33n4DGZv2IX9J/4N5ksmxKJT3XJmmfdQw4DfVsvOi4iE8+IvHI2eMmWKuRw8eBDJyckoXrw4cmkykIgE0sSJwIMPOv8/dCgwfnxAUz4YoKYOqIm3eX+v6yqHVMAabgcAIiLhIscRMEepeWEKCC8iIgHz3HP/BtSPPRbwgJo44ps6oLbwfm4PFZkdAChlRUQkCEE1K3x06dIFCQkJZmVFXvh/3rd58+YcNElExAsvvgg8/LDz/yNGcLJHUCYlMoUiJ9sDKZwOAEREIiL945tvvjF1qpnywUVgLr/8cnP/tm3b8Pnnn+Orr77C/Pnzcf311/u6vSIiTvx+KVQIGDQIGDUqaM1gTnJOtgdSOB0AiIiEm2x92z/44IMmp3rFihUoX758im1///03mjRpgsGDB2Pt2rW+aqeISEr16vGUGVC6dFCbwUl+zEn2NALM+7k9VITTAYCISESkf7AW9X//+980ATXxvn79+mmZchHxLYcDGDcOWL363/uCHFATJyFykh8DaHdm8l+9ciE1SdE6APAk1A4ARETCTbaGJSpWrIhzGdSBPX/+vMeAW0Qk2wE1a98zbzohgblmQAit2sqqGazyEepl6qwDAI/VP0LsAEBEJCKCai7swhSQdu3aoQ5rwrrZsGEDXn75ZUxkmSsREV8E1FZlDxo9OqQCagsD0mqlQz8oDZcDABGRiAiqV69ejZIlS6J+/fq45pprUKVKFXP/b7/9hlWrVpmVFnnNi4Xl9l7kbH0RkawE1I88AjzzjPM2D9YfeCDYrQp74XIAICJi+6B60qRJrv9/++235uJu06ZN5uJOQbWIZDmgZsm855//d9XEAQOC3SoRERHfBdUspSci4ldTpvwbUL/yCtCvX7BbJCIiki7VTxKR0HTvvcCcOUDHjsD99we7NSIiIhlSUC0ioYNnwbgqIi9xccDcuUCubC/8anDpbU3KExGRkAmqa9WqlaUHZg71Tz/9lJ02iUikBtR9+zpL5nFiIgPrHAbUOw+f8Vw+rm45UwVDREQk4EH15s2bccUVV5iqHyIiPg+omeLx1lvOQPquu5wrJuZwhDp1QE28zftZVk4j1iIiEpT0j+HDh+Mu/rETkaCzTVrDxYtA797A2287A+p3381xQE3sG09LhxPv53aVlRMREV9RTrVIGLJNWgMD6h49nIF0dDTw/vvA7bf75KF5sJGT7SIiIlmRs4RFEQm4zNIauD0sXLgAdOv2b0D9wQc+C6iJo/c52S4iIpIVCqpFwow3aQ1hgYtGMZDOnRuYORPo2tWnD890GI7ee8L7uV1ERMRXFFSLhBnbpDXccAMwbRrw8cdAp04+f3jmlzMdJnVgbdJk6pULz/xzEREJWVk6//nnn39i/fr1Xu9fzweTjcS3bDO5LYKFdVrD+fPA8eNA8eLO2927+/XpmF/OKh/6zIuIiL9l6a/viBEjzCUzDofD1Km+yElIEjJsM7ktwllpDZ5SQEI6rYEB9W23Ab/+CixbBgSoPCcDaFX5EBGRkAmqp/E0rYQt1ey1DyutweMBUqimNZw7B3Tp4lwhMTYW+OWXgAXVIiIiIRVUd/fzaVrxL9XstZewSmtITHTmTH/1lXPp8c8/B5o2DXarREREfCqEky/Fl2wzuS2M+TqfPSzSGs6eBW69FViwAMib1zlS3bx5sFslIiLicwqqI0RYT26zgYjMZz9zBujQAVi8GIiPB778UiPUIiJiWyqpFyFUszd4bLNYS1YdOwZs3w7ky+dM/fAQUPO1/7L3BNbuOGKubdsXIiJiexqejBBhObnNpvns0bmiULFIXuTJHY1zSRexefdxXFm2oP3egzJlnFU+du8GGjdOszkiR+9FRMS2FFRHkLCa3GYj7vnqDKirlSqAJVsP4K/DZ8x9a/48YoJqWwSTp04Bq1YBrVo5b1eo4Lykomo0IiJiN0r/iDDOyW0JaFi5iLlW4OJ/7vnqHKF2D6gpJjqXPVJBTp4EbrwRaNsW+OSTyFhqXURE5B8KqkUCmM/OlA/3gDpvnlzIF5s7/INJrpLYpg3w7bdAgQIeR6fdqRqNiIjYjYJqkQDlszOwZg61e0BduVh+M1Id1sGkFVAz7aNwYWe1j4YNM/wRVaMRERG70V8ukQDms2/afdzkUDOQ5gi1e0AdlsHk0aPOgHrtWqBIEWdAXbeufZdaFxERSYdGqkUCOGJds2xBMymxUHyeNAF12AWTnJTYsqUzoC5WDFi61KuAOvXovTtVoxERkXAVZsNiIuHNVqUNWX+6USPg77+dAfWVV2bpx1WNRkRE7ERBtYTsMtx2ZZtgMioKmDQJeOwxoFw5+y61LiIi4gUF1eITWsgjQoLJAweACROAceOAmBggV65sB9QiIiJ2opxqybGIXYY70uzfDzRrBjz3HPC//wW7NSIiIiFFQbXkmBbyiAB79wJNmwI//wyULQsMHhzsFomIiIQUBdWSY1rIw+Z273YG1Fu3AuXLAytWAJddFuxWiYiIhBTlVEuOJx5qIQ8b27XLmfLx++/OVRKXLQMuuSTYrRIREQk5inYkxxMPtZCHTSUnAzff7AyoK1VyBtS8FhERkTSU/iE5nniohTxsipU9Jk4EatZ0pnwooBYREUmXRqolWxMPU5eDs03tZQEcDmcNamIu9YYNQHR0sFslIiIS0jRSLT6beOisvZyAhpWLmGsF1GHojz+Ahg2BzZv/vU8BtYiISKYUVEsamngYoZg7zZHpdeuA/v2dI9YiIiLiFQXVkoY18dATTTy0qV9/BW64wVnto1o14KOP/k0BERERkUwpqJY0NPEwwrD+NAPqPXuAGjWcVT5KlQp2q0RERMKKzuOLR5p4GCG4QmLz5s4lyFnlY8kSoHjxYLdKREQk7CiolnQ5Jx4qiLa14cOdAXXt2sDixUCxYsFukYiISFhSUC0Syd5+2xlIjxsHFC0a7NaIiIiELeVUi0SaAwf+/X9CAvDGGwqoRUREckhBtUgkWb/eWd1j/Phgt0RERMRWFFSLRIoffgBatACOHAE++ww4fz7YLRIREbENBdUikWDNGqBlS+DYMeCaa4AFC4A8eYLdKhEREdsIqaD666+/Rvv27VGmTBlERUXh008/TbHd4XBg5MiRKF26NPLmzYuWLVvit99+S7HPkSNHcPfddyMhIQGFChVCr169cOrUqRT7bNy4Eddffz3i4uJQvnx5TJgwIU1bZs2ahSuuuMLsU7NmTcybN89Pr1rEv6K+/x5o1Qo4fhy47jpg/nxnLrWIiIjYM6g+ffo0ateujcmTJ3vczuD3pZdewmuvvYbvv/8e+fLlQ5s2bZCYmOjahwH1li1bsGjRIsydO9cE6vfff79r+4kTJ9C6dWtUrFgR69atwzPPPIPRo0fjDU7W+sd3332HO++80wTkGzZsQMeOHc1l8+bNfu4BEd8qvHUrom+6iR98oEkT4KuvgAIFgt0sERER2wmpknpt27Y1F084Sj1x4kQMHz4cHTp0MPe98847KFmypBnRvuOOO/DLL79g/vz5WLt2LRo0aGD2efnll3HTTTfh2WefNSPg77//Ps6fP4+pU6ciT548qFGjBn788Uc8//zzruD7xRdfxI033oghQ4aY22PHjjVB+qRJk0xA78m5c+fMxT14p6SkJHPxhrWft/tHKvWTd9g/hbZvR9TJk0hu2hQX58wBYmO5IdhNCyn6PHlPfeUd9ZN31E/eUT/5t5982a8hFVRnZMeOHdi3b59J+bAULFgQjRo1wqpVq0xQzWumfFgBNXH/XLlymZHtW2+91ezTpEkTE1BbONr99NNP4+jRoyhcuLDZZ/DgwSmen/ukTkdxN27cOIwZMybN/QsXLkR8fHyWXisDeMmc+skLN92EcwULYn+DBri4YkWwWxPS9HnynvrKO+on76ifvKN+8k8/nTlzBhEXVDOgJo5Mu+NtaxuvS5QokWJ77ty5UaRIkRT7VK5cOc1jWNsYVPM6o+fxZNiwYSkCcY5UM1+bqSbM7/b2aIkfhlatWiEmRisZpkf9lLGo1avhqFoVSfnzm36qMXo06qif0qXPk/fUV95RP3lH/eQd9ZN/+8nKLIiooDrUxcbGmktqfGOz+kuQnZ+JROonD7jU+C23AFdeCfwzuVb95B31k/fUV95RP3lH/eQd9ZN/+smXfRpSExUzUqpUKXO9f//+FPfztrWN1wfcV4sDcOHCBVMRxH0fT4/h/hzp7WNtFwlJCxcC7dsDZ88CPGMTFxfsFoWUk4lJ+GXvCazdccRc87aIiEjEBdVM2WBQu2TJkhRD9syVbty4sbnN62PHjpmqHpalS5ciOTnZ5F5b+7AiiHtiOk8XVK1a1aR+WPu4P4+1j/U8IiGHVT04Qs1KOAysP/nEOSnRZrIbGO88fAZvrdyBd1b9hdkbdptr3ub9IiIitkv/YD3p33//PcXkRFbmYE50hQoVMGjQIDz55JO47LLLTJA9YsQIU9GD5e6oWrVqpmpHnz59TJUOBs4DBgwwkxi5H911111mQiHL5T3yyCOmTB6rfbzwwguu533ggQdwww034LnnnkO7du3w4Ycf4ocffkhRdk8kZMydC3Tu7Fwhkb8LH33kXNjFZjPFGQDP3rAL+0/8W2WnZEIsOtUthwpF058MzMA79c8Rb/P+7leX82u7RUQkMoTUSDUD17p165oLceIf/88FX2jo0KEYOHCgKX3XsGFDE4SzhB4XaLGwZB4XbWnRooUppXfdddelCIZZMYQVORiw169fHw899JB5fPda1tdccw1mzJhhfo51sz/++GNT+eNK5qmKhBLmTXfq5AyoGVjPnGnLlRIzC4wzGrHedfRsmp9z//ndx/6tcy8iImKLkeqmTZuaetTp4SqLTzzxhLmkh6PaDIgzUqtWLXzzzTcZ7tO1a1dzkcBjgMRA6FTiBeSPy41yhfOiQJwmZ3h06aVA0aLA9dfziJIzLmBHmQXG3F6ttOfXzs9RRk5nsl1ERCTsgmqR7J7ij1hVqwJchpzpTbnt++ucWWCc0XYemGUkXybbRUREwi79QyJbTk7xR5RZs4AFC/69XaGCrQNqbwLjjLbzTAcPzDzh/WULqUqKiIjknIJqCatT/BHvgw+AO+90TkjcuBGRIrPAmNvTw9QhnulI/fPmDEi9csgfa8+UGRERCSx7D29JxJzijwjvvQd07w4kJwPdugE1aiBSWIGxx9SgeuUyzbln6lCv6yp7zNV3L68pIiKSXQqqxRan+G1v+nSgRw+AE3l79wZefx3IFVknmjIKjL3B/dKbzCgiIpJTERylSKie4veUApLZKX5bmzrVGUgzoO7bF5g8OeICaosCYxERCVWR+ZdZQlJmua8RWVZv6VKgVy9nQN2/P/DKKxEbUIuIiIQyjVSLrU7x206TJsAddwAlSgATJ7JYe7BbZHuqky4iItmhoFpCjk7xwzkyzQCapfLefReIjlZAHQCqky4iItml88gioeall5wpH6zyQQysFVD73alzqpMuIiLZp6BaJJS88ALwwAPAtGnAnDnBbk1E2X0sUXXSRUQk2xRUi4SKZ58FBg92/v+xx4BOnYLdoohyWnXSRUQkBxRUi4SC8eOBIUOc/x85EnjySaV8BFg+1UkXEZEcUFAtEmxPPQUMG+b8/5gxzosC6oArWygu20uhi4iIKKgWCabffnMG0cTRaY5SS1Dkj1WddBERyT6dzxQJpssuA2bNArZtA4YODXZrIp7qpIuISHYpqBYJRg3qI0eAokWdtzt0CHaLxI3qpIuISHYo/UMk0AE1K3vUrQvs2BHs1oiIiIiPKKgWyQAX/Phl7wms3XHEXOdoARAG1EzxYKWPv/8Gli71ZVNFREQkiJT+IZLBktWrtx/C2aRknEu6iLg80di0KxeuvqRY1pesZkD90EPOxV3o5ZedqyaKiIiILSioFvGAI9Lrdh7B/C378dfhM677KxaNR0zuXCicL8b7yWsMqAcNci4/Tq+8AvTr56eWi4iISDAo/UPEg91Hz+KLn/amCKiJt3k/t3sdUA8c+G9A/frrCqhFRERsSEG1iAcHTpxLE1BbeD+3e+XkSeCbb5yLuUyZAtx/v28bKiIiIiFB6R8iHpy/mJzidrLDgQsXk811rqgoJF646N0DJSQAixcDX38NdO7sn8aKiIhI0GmkWsSD4gVikTeP89cj6WIyjp05j+Nnk3Ay8QIuOhw4fyHZTGT0KDkZWLbM7cGKK6AWERGxOQXVEv6l6vzgkuL5cM0lRREXk8u07WKyw9zPFfYaVS6KfScSMXvDrrTtvnjRWdWjeXPgzTeD03gREREJOKV/SMBxhJcB6X63vOSSCbHoVLdc1kvVZYJBb3aWnOY+91xdCReSHfhp13ETVEfnikKZQnG4qlIRbNl7wtzHx3atvseAukcP4N13gehooGBBn74WERERCV0KqiWgGOSmDqiJt3l/r+sqe1+qzs/BO/e5pXYZVCyaz9Spjo2JxvkLF10BNTFYNy5cALp3B2bMAHLnBj74AOjSxSevQ0REREKfgmoJKI7spg6oLbw/xchvOiPNcdGBC94ZSG/ddzLd7WyTCajvuQf46CNnQD1zJnDrrZk3UkRERGxDQbUElGtk14vt6Y00d6hZyufBe3oYxPM5PT0W7y+XkAe4807g44+BmBjn9S23ZPq4IiIiYi+aqCgBZUZ2vdie0Ujz5xt3+zR4zwhHs5kuwgDanUkjqVcOBeJjgWrVgDx5gNmzFVCLiIhEKI1US0BlOvJbOG+mI80HT55HpWjfBO/eYG4100XSnfA4Zgxw991A1apeP6aIiIjYi0aqJaAyHfn9J1D1diQ5s+DdE/fg3VtsV7XSCWhYuQiqFYlFgf8bC5z5p041V0tUQC0iIhLRNFItAZfpyG8WR5IzCt49Vv9wC96zLDER6NQJ+Oor4Mcfgc8/z1E7RURExB4UVEtQOEd+Y7KVJlK8QB4gncUMsxq8Z8nZs0DHjsDChUDevMCgQdl7HBEREbEdpX9I2KWJ3FK7bPbSNkonZD+gZqoHJyEyoI6Pd45Uc9VEEREREY1USyhLb6SZdao3BrIhp08D7dsDy5YB+fI5A+rrrw9kC0RERCTEKaiWgMjJcuGp00SSkpIQUPfe6wyo8+cH5s8Hrr02sM8vIiIiIU9BtfhdTpcLD7rhw4H1651LjzduHOzWiIiISAhSUC1+5avlwoOqXj3g11+dC7yIbc6CiIiI+JKCavErXy0XHlDHjwO33QaMHv3vyLQC6pAU9mdBRETENlT9Q/zKV8uFB8yxY0Dr1s4qH3fdBZw/H+wWSTbPgnC7iIhIoCioFr/y5XLhfnf0KNCqFbBmDVC0KDBnjkaow/wsiIiISKAoqBa/8vVy4X5z+DDQogXwww9AsWLA0qVAnTrBbpXY6SyIiIjYmoJqCdoiLjlaLtyXDh1yBtQbNgDFizvL59WqFexWiZ3OgoiIiO3pr474nc+XC/e1p54CfvoJKFnSOUJdvXqwWyReyGgp+5A6CyIiIhFBQbUEhKdFXELGuHHAkSPAsGHAFVcEuzWSxbMgHqt/hMpZEBERiRgKqiUysWxeQgIQFQXExQHTpwe7RWLHsyAiIhIxFFRL5Nm7F2jeHLjpJuDZZ52BtdjiLMi/C8GcVIAtIiIBpaBaIsvu3c6Amisknj7tTPlgtQ8Je1oIRkREgknVPyRy7NoFNG3qDKgrVgRWrFBAbRNaCEZERIJNQbVEhp07gRtuAH7/HahUCVi+HKhcOditEh/RQjAiIhJsCqrF/v76yzlCvX07cMklzhFqBtZiG1oIRkREgk051ZLCvxO9bFRJYe1a4M8/gSpVnAu7lCsX7BaJj2khGBERCTb9pRH7T/Tq0gWYORNo3BgoWzbYrRE/0EIwIiISbEr/EHtO9GLuNEvnuQfWCqhtvxAMA2h3WghGREQCRSPV4vVEr5BdETG1bducZfO4uAvTPUqVCnaLJAC0EIyIiASTgmqx10SvrVuBZs2AffuAwoW1sEuE0UIwIiISLAqqxT4TvX7+2TlCvX8/ULMmsGQJULx4sFslQWDb+QEiIhKylFMtKSZ6eRIWE702b3aWzWNAXacOsHSpAuoIZbv5ASIiEhYUVIvXE70YjPyy9wTW7jhirkMmONm0yZnycfAgUK+ec4RaKyVGLC0EIyIiwRAG5/QlFCZ6hfTpdOZOc1IiF3RZuNB5WyKWbeYHiIhIWAmrkerRo0cjKioqxeWKK65wbU9MTET//v1RtGhR5M+fH507d8Z+pgO42blzJ9q1a4f4+HiUKFECQ4YMwYULKf/ILl++HPXq1UNsbCyqVKmCt99+G5E10SsBDSsXMdfWCHVIn07nYi5cdnzRIgXUYo/5ASIiEnbCKqimGjVqYO/eva7LypUrXdsefPBBfPHFF5g1axZWrFiBPXv2oFOnTq7tFy9eNAH1+fPn8d1332H69OkmYB45cqRrnx07dph9mjVrhh9//BGDBg1C7969sWDBAkSqUDydXuj33xH1ySf/3lG+PFCoUMDbIaEn7OcHiIhIWAq7IZvcuXOjlIe6w8ePH8dbb72FGTNmoDkrQACYNm0aqlWrhtWrV+Pqq6/GwoUL8fPPP2Px4sUoWbIk6tSpg7Fjx+KRRx4xo+B58uTBa6+9hsqVK+O5554zj8GfZ+D+wgsvoE2bNohEoXY6PWrNGlwzciSiz50DihYFWrUK6PNLeMwP8JiupIVgRETET8IuqP7tt99QpkwZxMXFoXHjxhg3bhwqVKiAdevWISkpCS1btnTty9QQblu1apUJqnlds2ZNE1BbGCj369cPW7ZsQd26dc0+7o9h7cMR64ycO3fOXCwnTpww12wTL96w9vN2/0DJGwNEIznD7YFqc9Tq1Yi++WZEnTmDi9dei+T69fnkAXnucBOqn6dAKJ0Qg+5Xl8PuY4k4nXgB+eJyo2yhOOSPjUnTH5HcT1mlvvKO+sk76ifvqJ/820++7NewCqobNWpk0jWqVq1qUj/GjBmD66+/Hps3b8a+ffvMSHOhVCkADKC5jXjtHlBb261tGe3DIPns2bPIm9fzqWMG92xPahwdZ/52VixibnCIaRid/rY/1v2JPwLQhiK//ILGY8YgKjERh2rUwOoBA3Dxm28C8MzhLRQ/T8GQ2WdU/eQ99ZV31E/eUT95R/3kn346c+YMIjKobtu2rev/tWrVMkF2xYoVMXPmzHSD3UAZNmwYBg8e7LrNILx8+fJo3bo1EliZwsujJX4YWrVqhZiY0DpFvevIWXy+cTcOnjzvuq94gTy4pXbZgOSoRq1ciegnnzQB9cUmTbD6v/9F8/btQ66fQkkof55CifrJe+or76ifvKN+8o76yb/9ZGUWRFxQnRpHpS+//HL8/vvvphM5AfHYsWMpRqtZ/cPKweb1mjVrUjyGVR3EfZ/UFUN4m4FxRoE7K4Xwkhrf2Kz+EmTnZ/ytcskY9Lw+r8dye373669A+/bA6dNAy5ZI/vhjXFy+PCT7KRSpn7yjfvKe+so76ifvqJ+8o37yTz/5sk/DrvqHu1OnTuGPP/5A6dKlUb9+fdMxS7jwxz+2bdtmSugx95p4vWnTJhw4cMC1D49qGDBXr17dtY/7Y1j7WI8RyTyV2wuIyy4DuncHWrcGPv8cyGI6jYiIiIi/hdVI9cMPP4z27dublA+Wyxs1ahSio6Nx5513omDBgujVq5dJwShSpIgJlAcOHGiCYU5SJKZiMHi+9957MWHCBJM/PXz4cFPb2hpl7tu3LyZNmoShQ4eiZ8+eWLp0qUkv+fLLL4P86iNYVBTw8svOCYl8nzRZQ0REREJMWI1U79q1ywTQnKh42223mUVeWC6vePHiZjvL3t18881m0ZcmTZqYVI7Zs2e7fp4B+Ny5c801g+177rkH3bp1wxNPPOHah+X0GEBzdLp27dqmtN6UKVMitpxe0LAu+J13Auf/yeHOlcsZUIuIiIiEoLAaqf7www8z3M4ye5MnTzaX9HCUe968eRk+TtOmTbFhw4Zst1Ny6KuvgFtvZZ1CgCXzHn442C0SERERsU9QLRFg7lygc2fnCDUD6//9L9gtkjB1MjEpOBNrRUQkIimoltDx2WdA167OnGkG1h98wGm5wW6VhKGdh894XlGxbjlUKKqJriIiEuE51WJjc+YAXbo4A+rbblNALTkaoU4dUBNv835uFxER8TUF1RJ8x44BPXsCFy44Jye+/74Cask2pnykDqgtvJ/bRUREfE1BtQQfF+v59FOgTx/gnXeA3MpKkuxjDnVOtouIiGSHohcJ3iSvU6eA/Pmd/7/hBufFBzRBLbLxPc/JdhERkezQXxcb8HUQGZBJXu+95yyVt3gxcOWVvnlMTVATwHz++Z57SgHh/dwuIiLia0r/CHMMIt9auQPvrPoLszfsNte8zftDdpLX9OlAt27A/v3Au+/CVzRBTYgHlDyIYgDtzhxc1SunsxYiIuIXGqkOY5kFkb2uq5zlAMKbSV7VSucgKJk6FejdG3A4gH79gHHj4Ct+b7uEDZ6V4OdfaUAiIhIoCqrDmD+CSL9O8nrzTeD++53/798fePllICoq+4+XxbZpglpkYQCtgygREQkUpX+EMX8EkX6b5PXaa/8G1Fwl0ccBtTdt0wQ1ERER8RcF1WHMH0GkNcnLk2xP8rp40Vl7mh58EJg40ecBtd/aLiIiIuIFBdVhzB9BpF8meUVHA/PmAZMnA88955eAmjRBTURERIJF58PDmBVEeiwhl4MgMrNJXl6X8Pv+e6BRo38aWwD473+z+Up913YRERERf1BQHeb8FUSmN8nL6zrQzzwDDB0K/N//AcOGIZA0QU1EREQCTUG1DQQqiPS6hN/48f8G0omJfm+XiIiISLApp1p8WsIPTz31b0A9ZozzIiIiImJzGqkWr2VWoi9hwjhg4njnjSefBB5/PDANExEREQkyBdXitYxK9LX46BWUnfma8wbTPx55JHANExEREQkypX+IT0r45S5W9N8JigqoRUREJMIoqBaf1IG+ZOxjwPr1wMMPB619IiIiIsGi9A/JXgm/I2cQ//orSLzjLpSpXMZZ9aNI3WA3T0RERCQoFFRLlhWIzY1qz4x2Ljf+1Rzg22+D3SQRERGRoFJQLVnjcACDBgEvveS83bMnEKOFVkRERCSyKagW7yUnAwMHAq+84rz9xhtAnz7BbpWIiIhI0CmoFu8D6v/+F3j9dSAqCpgyxTlKLSIiIiIKqsVLXMjFCqinTQO6dw92i0RERERChkrqiXd69ADKlQPeeUcBtYiIiEgqGqkW71x+ObBtGxAfH+yWiIiIiIQcjVSLZxcuAL17AwsW/HufAmoRERERjxRUi+eA+t57gbfeArp2BQ4fDnaLREREREKa0j8kpaQk4J57gJkzgdy5genTgaJFg90qERERkZCmoFpSBtR33gl88olzQZePPwZuuSXYrRIREREJeQqqxen8eeD224FPPwXy5AFmzwbatQt2q0RERETCgoJqcXr1VWdAHRsLzJkDtG0b7BaJiIiIhA0F1eLUvz/w00/O0eo2bYLdGhEREZGwoqA6kp0755yMGB3tvJ46NdgtEhEREQlLKqkXqc6edU5C7NULSE4OdmtEREREwpqC6kh05gzQvj2wcKGzwsfWrcFukYiIiEhYU1AdaU6fBm6+GViyBMifH/jqK6B69WC3SkRERCSsKac6kpw65SyT9/XXQIECzoD62muD3SoRERGRsKegOlKcPAncdBOwciWQkADMnw80bhzsVomIiIjYgoLqSLF+PfD990DBgs5c6quuCnaLRERERGxDQXWkuOEG5/LjpUsDDRoEuzUiIiIitqKg2s6OHQOOHgUqV3beZsUPEREREfE5Vf+wqyNHgJYtnSPU27cHuzUiIiIitqag2o4OH3YG1OvWORd5YRk9EREREfEbBdV2c+gQ0KIFsGEDUKIEsGwZULNmsFslIiIiYmvKqbaTgwedAfWmTUDJksDSpVrYRURERCQANFJtF/v3A82aOQNqVvhYvlwBtYiIiEiAaKTaLnLnBqKjgTJlnCkfl18e7BaJiIiIRAwF1XZRtCiwZImzjF6VKsFujYiIiEhEUVBtJ8WKOS8iIiIiElDKqRYRERERySEF1SIiIiIiOaSgWkREREQkhxRUi4iIiIjkkIJqEREREZEcUlAtIiIiIpJDCqpFRERERHJIQbWIiIiISA4pqBYRERERySEF1ZmYPHkyKlWqhLi4ODRq1Ahr1qwJdpNEREREJMQoqM7ARx99hMGDB2PUqFFYv349ateujTZt2uDAgQPBbpqIiIiIhBAF1Rl4/vnn0adPH/To0QPVq1fHa6+9hvj4eEydOjXYTRMRERGREJI72A0IVefPn8e6deswbNgw1325cuVCy5YtsWrVqjT7nzt3zlwsJ06cMNdJSUnm4g1rP2/3j1TqJ++on7yjfvKe+so76ifvqJ+8o37ybz/5sl+jHA6Hw2ePZiN79uxB2bJl8d1336Fx48au+4cOHYoVK1bg+++/T7H/6NGjMWbMmDSPM2PGDDO6LSIiIiKh5cyZM7jrrrtw/PhxJCQk5OixNFLtIxzRZv61+0h1+fLl0bp1a6/fJB4tLVq0CK1atUJMTIwfWxve1E/eUT95R/3kPfWVd9RP3lE/eUf95N9+sjILfEFBdTqKFSuG6Oho7N+/P8X9vF2qVKk0+8fGxppLanxjs/pLkJ2fiUTqJ++on7yjfvKe+so76ifvqJ+8o37yTz/5sk81UTEdefLkQf369bFkyRLXfcnJyea2ezqIiIiIiIhGqjPAdI7u3bujQYMGuOqqqzBx4kScPn3aVAMREREREbEoqM7A7bffjoMHD2LkyJHYt28f6tSpg/nz56NkyZLBbpqIiIiIhBAF1ZkYMGCAuYiIiIiIpEc51SIiIiIiOaSgWkREREQkhxRUi4iIiIjkkIJqEREREZEcUlAtIiIiIpJDqv7hJw6HI8vLX3KJTa5Bz5/RqknpUz95R/3kHfWT99RX3lE/eUf95B31k3/7yYrTrLgtJxRU+8nJkyfNdfny5YPdFBERERHJJG4rWLAgciLK4YvQXNLgkuZ79uxBgQIFEBUV5fXREoPwv//+GwkJCX5vY7hSP3lH/eQd9ZP31FfeUT95R/3kHfWTf/uJYTAD6jJlyiBXrpxlRWuk2k/4xpQrVy5bP8sPg35xMqd+8o76yTvqJ++pr7yjfvKO+sk76if/9VNOR6gtmqgoIiIiIpJDCqpFRERERHJIQXUIiY2NxahRo8y1pE/95B31k3fUT95TX3lH/eQd9ZN31E/h00+aqCgiIiIikkMaqRYRERERySEF1SIiIiIiOaSgWkREREQkhxRUi4iIiIjkkILqEDJ58mRUqlQJcXFxaNSoEdasWQO7Gj16tFlp0v1yxRVXuLYnJiaif//+KFq0KPLnz4/OnTtj//79KR5j586daNeuHeLj41GiRAkMGTIEFy5cSLHP8uXLUa9ePTMbuEqVKnj77bcRyr7++mu0b9/erOzEPvn0009TbOe84pEjR6J06dLImzcvWrZsid9++y3FPkeOHMHdd99tit8XKlQIvXr1wqlTp1Lss3HjRlx//fXms8YVqCZMmJCmLbNmzTLvCfepWbMm5s2bh3Dpp/vuuy/N5+vGG2+MuH4aN24cGjZsaFZ25e9Ix44dsW3bthT7BPJ3LVS/47zpp6ZNm6b5TPXt2zei+unVV19FrVq1XItrNG7cGF999ZVruz5L3vWTPkuejR8/3vTFoEGDwvczxeofEnwffvihI0+ePI6pU6c6tmzZ4ujTp4+jUKFCjv379zvsaNSoUY4aNWo49u7d67ocPHjQtb1v376O8uXLO5YsWeL44YcfHFdffbXjmmuucW2/cOGC48orr3S0bNnSsWHDBse8efMcxYoVcwwbNsy1z/bt2x3x8fGOwYMHO37++WfHyy+/7IiOjnbMnz/fEar4Oh5//HHH7NmzWZXHMWfOnBTbx48f7yhYsKDj008/dfz000+OW265xVG5cmXH2bNnXfvceOONjtq1aztWr17t+OabbxxVqlRx3Hnnna7tx48fd5QsWdJx9913OzZv3uz44IMPHHnz5nW8/vrrrn2+/fZb01cTJkwwfTd8+HBHTEyMY9OmTY5w6Kfu3bubfnD/fB05ciTFPpHQT23atHH8f3vnAi1T9cfxjYseIiLPPENJ3qUiqlsJlagkJVGRx0rlmVJRLRUpCj0UPZQQEVl5KyVE8ojE8o5E3u84//XZ/3WmM+fO3Dv3jq6ZO9/PWuPemTkzs/dv9jn3u3/7u39Gjhxp279s2TKnUaNGTsmSJZ2DBw9m+rkWy9e4SOJUv35922bvmGKMJFKcJk+e7EydOtVZu3at89tvvzm9e/e24524gcZSZHHSWErJokWLnNKlSztVqlRxunTpEng83saURHWMcOWVVzqdOnUK3D958qRTrFgxp3///k5WFdUImlDs3bvXXoDGjRsXeGz16tVWPC1YsMDe58TJnj27s2PHjsAxw4cPd/LmzescO3bM3u/Ro4cV7l7uuece+wc0HvCLxVOnTjlFihRxBgwYEBSr3LlzW8EHXDB43eLFiwPHTJs2zcmWLZuzbds2e3/YsGFO/vz5A3GCnj17OhUrVgzcb968udO4ceOg9tSuXdtp3769E2uEE9VNmjQJ+5pEjBPs3LnT9nvevHmZfq7F0zXOHydXCHn/2PtJxDgB58iIESM0liKME2gsBXPgwAGnfPnyzowZM4JiE49jSvaPGOD48eNmyZIldinfJXv27Pb+ggULTFYF2wLL92XLlrXL8CzhALE4ceJEUDxYXi9ZsmQgHvxkqb1w4cKBYxo0aGD2799vVq1aFTjG+x7uMfEa0w0bNpgdO3YE9Slfvnx2mcobF6wMtWrVChzD8YynhQsXBo6pV6+eyZUrV1BcWO7es2dPlokdy30sBVasWNF06NDB7N69O/BcosZp37599meBAgUy9VyLt2ucP04uo0ePNgULFjSVK1c2Tz31lDl8+HDguUSL08mTJ82YMWPMoUOHrL1BYymyOLloLP0L9g7sG/7+xOOYSkrX0eI/YdeuXfbE8w4K4P6aNWtMVgQhiKcJwbN9+3bTt29f611duXKlFY4IGUSPPx48B/wMFS/3udSO4WQ7cuSI9STHE26/QvXJ22eEpJekpCQrDrzHlClTJsV7uM/lz58/bOzc94h18E83a9bM9nP9+vWmd+/epmHDhvYCmSNHjoSM06lTp6xXsU6dOvYPOWTWucYkJF6ucaHiBC1btjSlSpWyiQC89j179rQTrAkTJiRUnFasWGHFIV5XPK4TJ040lSpVMsuWLdNYiiBOoLH0L0w4li5dahYvXmz8xOP1SaJanBEQOC5s6EBkc5EZO3Zs3IldEXu0aNEi8DtZDMZYuXLlbPY6OTnZJCJkg5i0zp8//0w3JS7j1K5du6AxxWZhxhKTNsZWokAiBAFNNn/8+PGmdevWZt68eWe6WXETJ4S1xtL/2bJli+nSpYuZMWOG3RyYFZD9IwZgCYjsmX9HK/eLFCliEgFmohUqVDDr1q2zfWY5Zu/evWHjwc9Q8XKfS+0YdmPHo3B3+5XaOOHnzp07g55nFzSVLk5H7OJ1PGIx4jxjfCVinDp37mymTJli5syZY0qUKBF4PLPOtXi5xoWLUyhIBIB3TCVCnMgcUj2hZs2atmpK1apVzeDBgzWWIoxTKBJ1LC1ZssReh6nKwUohNyYeQ4YMsb+TKY63MSVRHSMnHyferFmzgpYgue/1YGVlKGXGLJ0ZO7HImTNnUDxYGsNz7caDnyyveYURs11OEneJjWO87+EeE68xxYrACe7tE8tXeIC9ceECxMXKZfbs2XY8uRdujqEkHV41b1zIrGBpyIqx27p1q/VUM74SKU7s40QosvRM//x2lsw612L9GpdWnEJBFhK8YyqrxykUtO/YsWMaSxHGKRSJOpaSk5NtP+m/e2OfC3us3N/jbkyla1uj+M+gnAtVHEaNGmUrE7Rr186Wc/HuaM1KdO3a1Zk7d66zYcMGW5aMcjiUwWHXvVtGh5JWs2fPtmV0rr76anvzl9G5+eabbQksSuMUKlQoZBmd7t272x3DQ4cOjfmSeuyCpiwQN07PQYMG2d83bdoUKKnHuJg0aZKzfPlyW+EiVEm96tWrOwsXLnTmz59vd1V7S8Wxo5pSca1atbIlnhh7xMlfKi4pKckZOHCgjR3VWmKpVFxqceK5bt262d3hjK+ZM2c6NWrUsHE4evRoQsWpQ4cOtgQj55q3fNfhw4cDx2TWuRbL17i04rRu3TqnX79+Nj6MKc6/smXLOvXq1UuoOPXq1ctWRCEGXH+4T8Wc6dOn2+c1ltKOk8ZS6vgro8TbmJKojiGoncjgoVYi5V2on5tVoZxN0aJFbV+LFy9u73OxcUEkduzY0ZYh4mRo2rSp/SPnZePGjU7Dhg1t7WAEOUL9xIkTQcfMmTPHqVatmv0cLlzUoo1laC8i0X+jRJxbVq9Pnz5W7HEBSE5OtnVQvezevduKwzx58tiyQm3atLFC0ws1ruvWrWvfg/gj1v2MHTvWqVChgo0d5YiouxoPcUIIcYHlworALVWqlK056r84JkKcQsWIm/c8yMxzLVavcWnFafPmzVb0FChQwI4FaprzB9pbWzgR4tS2bVt7PtEuzi+uP66gBo2ltOOksZQ+UR1vYyob/2QscS+EEEIIIYQAeaqFEEIIIYSIEolqIYQQQgghokSiWgghhBBCiCiRqBZCCCGEECJKJKqFEEIIIYSIEolqIYQQQgghokSiWgghhBBCiCiRqBZCCCGEECJKJKqFEEIIIYSIEolqIUTc8eCDD5o8efKc6WYIIYQQAZL+/VUIIWKX3bt3m9GjR5vvvvvOfPvtt+bIkSPmlltuMdWrVzfNmze3P4UQQogzRTbHcZwz9ulCCBEBY8aMMY888og5ePCgKV26tDlx4oTZsWOHFdK//PKLvd+6dWvz7rvvmly5cp3p5gohhEhAZP8QQsQ033//vbn//vtNkSJF7O8bNmwwN954oznrrLPM4sWLzR9//GHuvfde8+GHH5onnngi6LUDBw4011xzjbngggvM2WefbWrWrGnGjx+f4jOyZctmnn/++cD9f/75xzRq1MgUKFDA/Prrr4FjUrtdd9119ri5c+fa+/z00rhx4xSfw2vc17ls3LjRHjdq1Kigx9esWWPuuusu2yb6XqtWLTN58uQUfdm7d6+NA5OP3LlzmxIlSpgHHnjA7Nq1K2z7iCHH855MXNLbD9i2bZtp27atKVy4sP3cyy67zHzwwQcmkhWIhg0b2nbyuqJFi5r77rvPbNq0KUVM+D79VK5cOSiGx48fN88++6z9rvPly2fOPfdcc+2115o5c+YEvY748p68t5dQ38mxY8fMc889Zy6++GLbxosuusj06NHDPu6F9+vcuXOKNt566602vml9x506dbKPY2/y8vPPP9tVmUKFCgWNOd5XCBE7yP4hhIhpXn75ZXPq1CmbrUYo+SlYsKD56KOPrPh95513rPi58MIL7XODBw82t99+uxVpiC3e4+677zZTpkyx4jAcDz/8sBWTM2bMMJUqVbKPffzxx4HnsaCQFX/99dft5wNiMhzYVb7++usMx2DVqlWmTp06pnjx4qZXr15WKI4dO9bccccd5osvvjBNmza1xyGIEZCrV6+2ArdGjRpWTCO+t27dGmirl3379llRmzNnTtvG1Lzq4frx559/mquuuiogKhF/06ZNMw899JDZv3+/efzxx8O+J9/LeeedZ7p06WInP+vXrzdvvvmmWb58uVmxYkW6Y8XnjRgxwk60WN04cOCAef/9902DBg3MokWLTLVq1dL1fow9xtD8+fNNu3btzKWXXmrbxXe/du1a8+WXX5rTwbp168x7770X9vthUfnJJ5+0gh78E0ghxJlHoloIEdP88MMPpmTJkiEFtUtSUpIVPlhBEE5uBg/RQ4baBcGH0Bw0aFBYUd27d2/zySefWLGKkHUhW+7NZCOqEbXeDGQ4yGoijBCaXrJnz25OnjyZ5usRnMSAzDyZUujYsaOpW7eu6dmzZ0BUDxgwwKxcudJMmDAh8Bg888wzVpT5IdNKH7DSEGd3MpLefjz99NO2H4hNhDE8+uijVtiS0W7fvn3Q9+CFzDQTBC/nn3++/Syy2O77RUr+/PltJthrA0JcX3LJJVasI7Dd2ENaDshPP/3UzJw508ybN8/G25shp4/EjdWQaCGGFStWtCLay8KFC+2k5bPPPjMtWrQI+k6FELGF7B9CiJiGTGNaYs+bKSZT6eIVcnv27LGChUzu0qVLQ77HW2+9Zfr372+GDBlimjRpclraj8BFDJNx90O/yCCnxt9//21mz55tN2MSCzLP3BCcZF9///13a70AJgJVq1YNEtQuZJH9GVhsIT/++KPNPpcrVy5D/UCU8rm33Xab/d1tHzfaR8zDxdsLfdu5c6dZsGCBFZDYR7C6eDl8+HDQ+3PzT0py5MgRENT0kfgxCcLa4m2HO6bSiv+4ceNsdhpR7v3cG264wT7vt5UcPXo0RRvx/KfGkiVL7Ocw9lyx740LpHdyIYTIfJSpFkLENMWKFbOWgEiWzwGLhAs2jxdffNEsW7YsyP/qF5hA9vWnn36yvyPETgcIPjLf2E+qVKmS4nkynJ9//rl54403bBaSjDvi398vxGqfPn3sLRSIUfpNnO68886IM6MIamKBWM1oP/766y/r4yZzzy1c+9KCbDKxgCuuuMIKff/3hLWHmx+/9QZ//WuvvWZ96F5BW6ZMmcDvbHLFm963b18zfPhwm+EGjscK48KkBTsNlpZI+kYm3M2GeylVqlTYvmPpYbLHCovfk81kgPaQ8ce+49o/mDAIIWILiWohREyD0Bg6dKgVKnh0Q8HyOEIK4YO31/U9YwmpV6+eGTZsmLUZIE5Gjhxpl/T9YBtB2OFXRojjvWY5PhpoM1aEb775JuTzeHR5Dn9sOI+sK566detmM7+hYANdesFWwEY5svO0g4mHay1JTz/c9mGPoQJLKEJNKPxgZ2jTpo2dGLz66qt2koHtgomGC+3ke/HCd+YF6w4b/bC1dO/e3WakyV6TBfZOzhDi2EHYHFihQoWg96hfv35Q/y6//HJrGQqFK3JdWOHwC2P6hsUmFNOnT7f9JEMfCsQ4YxYLENal9MZVCJF5SFQLIWIaBAmbwTp06GAzjy1btgws+W/evNnMmjXLVnsgw4tYdoUhlgQykQhBr1hEoITipptushlLlu/5PAScWwEjI5D9JQuK9zlclpL2TZ061Xq/t2zZYjPSTBC8/u2yZcvan0wIqHqSGlg48FRHAm1DBLNxj2woE4kXXngh3f1gIsNGQ76TtNqXGniUuQEilskQG0XxcLuUL18+xWcwCfJCdRdihl3F+92FynCzIbVZs2Y2ZmyYhK5du6aIKV795OTkiMYCVUz8bWQlIpSo5vsmS41dx50MhoIVAsY63wMbZsmqe8eIECI2kKdaCBHTUEqPLB7iiiV9snVkIw8dOmRFHlUu8E5/9dVXdmOcC9lJRJDXc0u2NVy1BqwYvAaR9vbbb9tKF6GqMUQKlUdoIzaLtCBTimhDjHk3RwKZVkq8Udlk+/btKV6L/cIF6wcCcOLEiSmO82/Iw24AeLDJgr/yyishBXla/SBmfC6TmFCv97YvUtzyf/6SdZFAe/z9JSsfLhOMbxsBT+y5uTYQF7zseNZDjQX+AyJik1GoRkOVE7LoqYEXnEkBfnYy9W5JSSFEbKFMtRAi5mGJfdKkSVZUUquaKhfYFRC/ZFq5+bOIVPdgyZ76vmS38b5iI8EqgZBJDWwWZAKpQMEGPKwj6YVl/Zdeeum0bDCj3VSeIIOL3YFMLBlthCIb7RDSgN2BTC3Ci8kGFVPwh1NSj1ghoEOBYEMU897E17t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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Визуализация результатов\n", + "# Словарь для хранения результатов\n", + "metrics = {'Model': [], 'MAE': [], 'MSE': [], 'RMSE': [], 'MAPE': [], 'R2': []}\n", + "\n", + "# Оценка каждой модели\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " metrics['Model'].append(name)\n", + " for key in results:\n", + " metrics[key].append(results[key])\n", + "\n", + "# Преобразование в DataFrame\n", + "metrics_df = pd.DataFrame(metrics)\n", + "metrics_df.set_index('Model', inplace=True)\n", + "\n", + "# Названия метрик и их описания для графиков\n", + "metric_labels = {\n", + " 'MAE': 'Средняя абсолютная ошибка (MAE)',\n", + " 'MSE': 'Среднеквадратическая ошибка (MSE)',\n", + " 'RMSE': 'Корень из MSE (RMSE)',\n", + " 'MAPE': 'Средняя абсолютная процентная ошибка (MAPE)',\n", + " 'R2': 'Коэффициент детерминации (R²)'\n", + "}\n", + "\n", + "# Отображение каждого графика отдельно\n", + "for metric in metrics_df.columns:\n", + " plt.figure(figsize=(8, 5))\n", + " sns.barplot(\n", + " x=metrics_df.index, \n", + " y=metrics_df[metric], \n", + " hue=metrics_df.index, # Добавляем hue\n", + " palette='viridis', \n", + " edgecolor='black',\n", + " legend=False # Отключаем легенду, так как цвета соответствуют x\n", + " )\n", + " plt.title(f'Сравнение моделей по {metric_labels[metric]}', fontsize=14)\n", + " plt.xlabel(\"Модель\", fontsize=12)\n", + " plt.ylabel(metric_labels[metric], fontsize=12)\n", + " plt.xticks(rotation=45)\n", + " plt.grid(axis='y', linestyle='--', alpha=0.7)\n", + " plt.show()\n", + "\n", + "\n", + "# Визуализация фактических vs предсказанных значений для лучшей модели (по R²)\n", + "best_model_name = metrics_df.sort_values(by='R2', ascending=False).index[0]\n", + "best_model = models[best_model_name]\n", + "\n", + "y_pred_best = best_model.predict(X_test)\n", + "\n", + "plt.figure(figsize=(8, 8))\n", + "sns.scatterplot(x=y_test, y=y_pred_best, alpha=0.6)\n", + "plt.plot([min(y_test), max(y_test)], [min(y_test), max(y_test)], '--r', label=\"Идеальное предсказание\")\n", + "plt.xlabel(\"Фактические значения\", fontsize=12)\n", + "plt.ylabel(\"Предсказанные значения\", fontsize=12)\n", + "plt.title(f\"Фактические vs. Предсказанные ({best_model_name})\", fontsize=14)\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "# Лабораторная работа №4\n", + "df = df.drop(columns=[\"Altimeter\"])\n", + "df = df.drop(columns=[\"Temp_Cloud\"])\n", + "y = df[\"Solar energy\"]\n", + "X = df.drop(columns=[\"Solar energy\"])\n", + "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n", + "scaler = StandardScaler()\n", + "X_train = scaler.fit_transform(X_train)\n", + "X_test = scaler.transform(X_test)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Best KNN: {'metric': 'euclidean', 'n_neighbors': 9, 'weights': 'uniform'} Best R²: 0.6196716650088704\n", + "Best Decision Tree: {'max_depth': 5, 'min_samples_leaf': 5, 'min_samples_split': 2} Best R²: 0.5323934678992611\n", + "Best Random Forest: {'max_depth': 5, 'min_samples_split': 5, 'n_estimators': 300} Best R²: 0.6170520486671887\n", + "Best CatBoost: {'learning_rate': 0.1, 'iterations': 100, 'depth': 4} Best R²: 0.6338589386177222\n", + "Best MLP: {'hidden_layer_sizes': (50, 50), 'alpha': 0.0001, 'activation': 'relu'} Best R²: 0.599421448322674\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "c:\\Users\\Cyber\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\sklearn\\neural_network\\_multilayer_perceptron.py:691: ConvergenceWarning: Stochastic Optimizer: Maximum iterations (5500) reached and the optimization hasn't converged yet.\n", + " warnings.warn(\n" + ] + } + ], + "source": [ + "# Knn\n", + "\n", + "knn_params = {\n", + "\n", + " 'n_neighbors': [3, 5, 7, 9],\n", + "\n", + " 'weights': ['uniform', 'distance'],\n", + "\n", + " 'metric': ['euclidean', 'manhattan']\n", + "\n", + "}\n", + "\n", + "knn_grid = GridSearchCV(KNeighborsRegressor(), knn_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "knn_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best KNN:\", knn_grid.best_params_, \"Best R²:\", knn_grid.best_score_)\n", + "\n", + "# Дерево решений\n", + "\n", + "dt_params = {\n", + "\n", + " 'max_depth': [3, 5, 10, 15],\n", + "\n", + " 'min_samples_split': [2, 5, 10],\n", + "\n", + " 'min_samples_leaf': [1, 2, 5]\n", + "\n", + "}\n", + "\n", + "dt_grid = GridSearchCV(DecisionTreeRegressor(random_state=42), dt_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "dt_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best Decision Tree:\", dt_grid.best_params_, \"Best R²:\", dt_grid.best_score_)\n", + "\n", + "# Случайный лес\n", + "\n", + "rf_params = {\n", + "\n", + " 'n_estimators': [100, 200, 300],\n", + "\n", + " 'max_depth': [5, 10, 15],\n", + "\n", + " 'min_samples_split': [2, 5, 10]\n", + "\n", + "}\n", + "\n", + "rf_grid = GridSearchCV(RandomForestRegressor(random_state=42), rf_params, cv=cv, scoring='r2', n_jobs=-1)\n", + "\n", + "rf_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best Random Forest:\", rf_grid.best_params_, \"Best R²:\", rf_grid.best_score_)\n", + "\n", + "# Градиентный бустинг\n", + "\n", + "cat_params = {\n", + "\n", + " 'iterations': [100, 500, 1000],\n", + "\n", + " 'learning_rate': [0.01, 0.05, 0.1],\n", + "\n", + " 'depth': [4, 6, 8]\n", + "\n", + "}\n", + "\n", + "cat_grid = RandomizedSearchCV(CatBoostRegressor(verbose=0, random_state=42), cat_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "\n", + "cat_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best CatBoost:\", cat_grid.best_params_, \"Best R²:\", cat_grid.best_score_)\n", + "\n", + "# Нейронная сеть\n", + "\n", + "mlp_params = {\n", + "\n", + " 'hidden_layer_sizes': [(50,), (100,), (50, 50)],\n", + "\n", + " 'activation': ['relu', 'tanh'],\n", + "\n", + " 'alpha': [0.0001, 0.001, 0.01]\n", + "\n", + "}\n", + "\n", + "mlp_grid = RandomizedSearchCV(MLPRegressor(max_iter=5500, random_state=42), mlp_params, cv=cv, scoring='r2', n_jobs=-1, n_iter=10)\n", + "\n", + "mlp_grid.fit(X_train, y_train)\n", + "\n", + "print(\"Best MLP:\", mlp_grid.best_params_, \"Best R²:\", mlp_grid.best_score_)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "KNN Evaluation: {'MAE': 5835.405381944443, 'MSE': 53740114.38589892, 'RMSE': 7330.764925019688, 'MAPE': 58.5663284098924, 'R2': 0.510450678186804}\n", + "Decision Tree Evaluation: {'MAE': 6493.928590268865, 'MSE': 72835368.32960889, 'RMSE': 8534.36396749101, 'MAPE': 68.515974630844, 'R2': 0.33650112998028125}\n", + "Random Forest Evaluation: {'MAE': 5927.2095759407, 'MSE': 57188428.24294427, 'RMSE': 7562.303104408356, 'MAPE': 58.97246896919571, 'R2': 0.479038022493638}\n", + "CatBoost Evaluation: {'MAE': 5708.566704537767, 'MSE': 54062158.898487434, 'RMSE': 7352.697389291051, 'MAPE': 54.82158845379628, 'R2': 0.5075169912281335}\n", + "MLP Evaluation: {'MAE': 5403.654458672114, 'MSE': 49374911.407011606, 'RMSE': 7026.72835728062, 'MAPE': 48.65273384254829, 'R2': 0.5502157993130061}\n" + ] + } + ], + "source": [ + "knn_best = knn_grid.best_estimator_\n", + "dt_best = dt_grid.best_estimator_\n", + "rf_best = rf_grid.best_estimator_\n", + "cat_best = cat_grid.best_estimator_\n", + "mlp_best = mlp_grid.best_estimator_\n", + "def evaluate_model(model, X_test, y_test):\n", + " y_pred = model.predict(X_test)\n", + " mae = mean_absolute_error(y_test, y_pred)\n", + " mse = mean_squared_error(y_test, y_pred)\n", + " rmse = np.sqrt(mse)\n", + " mape = np.mean(np.abs((y_test - y_pred) / y_test)) * 100\n", + " r2 = r2_score(y_test, y_pred)\n", + " return {'MAE': mae, 'MSE': mse, 'RMSE': rmse, 'MAPE': mape, 'R2': r2}\n", + "\n", + "models = {'KNN': knn_best, 'Decision Tree': dt_best, 'Random Forest': rf_best, 'CatBoost': cat_best, 'MLP': mlp_best}\n", + "\n", + "for name, model in models.items():\n", + " results = evaluate_model(model, X_test, y_test)\n", + " print(f\"{name} Evaluation: {results}\")\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Actual KNN Decision Tree Random Forest CatBoost \\\n", + "260 9249 24074.888889 26815.812500 25768.694948 25136.946444 \n", + "228 11245 19285.777778 23850.414634 22524.888923 20370.718004 \n", + "31 2916 4161.888889 3486.750000 3462.178747 3128.298079 \n", + "507 8129 14797.444444 12647.027778 15647.825285 14103.725094 \n", + "503 10744 24951.444444 26815.812500 25113.700365 26388.280868 \n", + "30 30943 25991.777778 26815.812500 22591.931292 19366.311374 \n", + "628 14594 26105.111111 31328.469799 28806.278784 28205.086606 \n", + "110 34548 31463.888889 26815.812500 29959.243568 31053.634828 \n", + "247 22642 28322.888889 26815.812500 27137.551359 26661.529619 \n", + "522 10177 27936.111111 23850.414634 23569.592880 25334.143360 \n", + "\n", + " MLP \n", + "260 23255.574334 \n", + "228 18284.454881 \n", + "31 2725.817998 \n", + "507 17314.817231 \n", + "503 22941.544811 \n", + "30 21864.073956 \n", + "628 27500.037509 \n", + "110 32879.829027 \n", + "247 24398.662725 \n", + "522 23931.468675 \n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Список моделей и их названий\n", + "models = {\n", + " \"KNN\": knn_best,\n", + " \"Decision Tree\": dt_best,\n", + " \"Random Forest\": rf_best,\n", + " \"CatBoost\": cat_best,\n", + " \"MLP\": mlp_best\n", + "}\n", + "\n", + "# Создаем DataFrame для предсказанных значений\n", + "predictions_df = pd.DataFrame({\"Actual\": y_test})\n", + "\n", + "# Генерируем предсказания для каждой модели\n", + "for name, model in models.items():\n", + " predictions_df[name] = model.predict(X_test)\n", + "\n", + "# Выводим первые 10 строк предсказаний\n", + "print(predictions_df.head(10))\n", + "\n", + "# Визуализация предсказаний\n", + "plt.figure(figsize=(12, 6))\n", + "plt.plot(predictions_df[\"Actual\"].values, label=\"Actual\", color=\"black\", linewidth=2)\n", + "\n", + "for name in models.keys():\n", + " plt.plot(predictions_df[name].values, label=name, linestyle=\"--\")\n", + "\n", + "plt.legend()\n", + "plt.title(\"Actual vs Predicted Values\")\n", + "plt.xlabel(\"Samples\")\n", + "plt.ylabel(\"Solar Energy Output\")\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Все модели сохранены в формате .pkl!\n" + ] + } + ], + "source": [ + "import pickle\n", + "\n", + "# Список моделей и их названий\n", + "models = {\n", + " \"KNN\": knn_best,\n", + " \"Decision_Tree\": dt_best,\n", + " \"Random_Forest\": rf_best,\n", + " \"CatBoost\": cat_best,\n", + " \"MLP\": mlp_best\n", + "}\n", + "\n", + "# Сохраняем каждую модель в файл .pkl\n", + "for name, model in models.items():\n", + " with open(f\"{name}.pkl\", \"wb\") as file:\n", + " pickle.dump(model, file)\n", + "\n", + "print(\"Все модели сохранены в формате .pkl!\")\n" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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637 rows × 8 columns

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" + ], + "text/plain": [ + " Cloud coverage Visibility Temperature Dew point Relative humidity \\\n", + "0 0.10 9.45 3.11 0.32 79.46 \n", + "1 0.80 3.94 6.99 6.22 93.60 \n", + "2 0.87 8.70 1.62 0.02 85.00 \n", + "3 0.37 10.00 -2.47 -5.89 74.52 \n", + "4 0.52 9.21 -2.00 -4.15 82.03 \n", + ".. ... ... ... ... ... \n", + "632 0.23 10.00 5.87 2.89 82.33 \n", + "633 0.01 10.00 10.59 5.32 72.74 \n", + "634 0.89 10.00 5.79 0.04 67.37 \n", + "635 0.99 9.67 3.43 -0.11 77.87 \n", + "636 0.58 10.00 4.96 -0.90 67.58 \n", + "\n", + " Wind speed Station pressure Solar energy \n", + "0 4.70 29.23 20256 \n", + "1 13.29 28.91 1761 \n", + "2 16.73 29.03 2775 \n", + "3 9.46 29.46 28695 \n", + "4 5.92 29.55 9517 \n", + ".. ... ... ... \n", + "632 5.56 29.04 13737 \n", + "633 9.61 28.97 27465 \n", + "634 13.62 29.08 15797 \n", + "635 9.67 29.15 6400 \n", + "636 5.53 29.07 8537 \n", + "\n", + "[637 rows x 8 columns]" + ] + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.16" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}