artificial_intelligence_systems/water_potability.csv

ph,Hardness,Solids,Chloramines,Sulfate,Conductivity,Organic carbon,Trihalomethanes,Turbidity,Potability
,204.890455471336,20791.318980747,7.30021187318476,368.516441349803,564.308654172244,10.3797830780847,86.9909704615088,2.96313538063164,0
3.71608007538699,129.422920514944,18630.0578579703,6.635245883862,,592.885359134852,15.1800131163573,56.3290762845176,4.50065627494241,0
8.0991241892984,224.236259393558,19909.5417322924,9.27588360269409,,418.606213064482,16.868636929551,66.4200925117637,3.05593374966417,0
8.31676588421468,214.373394085623,22018.4174407753,8.05933237743854,356.886135643057,363.266516164244,18.4365244954933,100.34167436508,4.62877053683708,0
9.09222345629097,181.101509236125,17978.9863389263,6.54659997420794,310.135737524204,398.410813381845,11.5582794434464,31.9979927274247,4.07507542543003,0
5.58408663845609,188.313323769616,28748.6877390461,7.54486878877965,326.678362911674,280.467915933488,8.39973464015276,54.9178618419945,2.55970822755652,0
10.2238621645288,248.07173527014,28749.7165435282,7.5134084658313,393.663395515096,283.651633507845,13.7896953175199,84.6035561740236,2.67298873693478,0
8.63584871850073,203.361522584571,13672.0917639016,4.5630086855997,303.309771159281,474.607644942449,12.3638166987053,62.7983089629252,4.40142471544548,0
,118.988579090252,14285.5838542245,7.80417355307309,268.646940746221,389.375565871261,12.7060489686579,53.9288457675122,3.59501718095762,0
11.1802844707216,227.231469237975,25484.5084909879,9.07720001691439,404.04163468409,563.885481481095,17.927806411285,71.9766010322192,4.3705619366555,0
7.36064010583826,165.520797259529,32452.6144091439,7.55070090670411,326.624353455602,425.383419495387,15.5868104380331,78.7400156643048,3.66229178285246,0
7.97452164892387,218.693300488666,18767.6566818135,8.11038450112388,,364.098230462049,14.5257456975932,76.4859111796516,4.01171810833979,0
7.11982438426455,156.704993340392,18730.8136533427,3.60603609050572,282.344050473961,347.715027261944,15.9295359088257,79.5007783369744,3.4457562233219,0
,150.174923395136,27331.3619619278,6.83822347068751,299.415781346858,379.761834825772,19.3708071812321,76.5099955279583,4.4139741829749,0
7.49623220797336,205.344982158185,28388.004886737,5.07255777384063,,444.645352332707,13.2283110992245,70.3002126469244,4.77738233722538,0
6.34727176053932,186.732880660576,41065.2347645394,9.62959627648058,364.48768724676,516.743281893657,11.5397811915394,75.0716172866378,4.3763482906919,0
7.05178580001685,211.049406060546,30980.6007867889,10.0947960116614,,315.141267244302,20.3970218407225,56.6516037897933,4.26842885750619,0
9.18156000715154,273.813806659801,24041.3262800613,6.9049897264701,398.350516822278,477.974641862178,13.3873407802255,71.4573622129516,4.50366079617912,0
8.97546434753396,279.357166770092,19460.3981312321,6.20432085889247,,431.443989990349,12.888759054304,63.821237096664,2.43608559030527,0
7.37105030242953,214.496610457157,25630.3200369997,4.43266929037212,335.754438596065,469.914551479236,12.5091639404987,62.7972771526613,2.56029914761491,0
,227.435048351156,22305.5674137414,10.3339178882187,,554.820086460543,16.3316932826945,45.3828151778709,4.13342264357917,0
6.6602120261181,168.283746856518,30944.3635912427,5.85876913054758,310.930858317878,523.671297500944,17.8842351929648,77.0423180517003,3.74970124109962,0
,215.977858688068,17107.2242258276,5.60706045308713,326.943977743867,436.256193972649,14.1890622061237,59.8554758261539,5.45925095602873,0
3.9024756859151,196.903246708321,21167.5000989688,6.99631158629877,,444.478882506898,16.6090331557899,90.1816758847452,4.52852269632691,0
5.40030178072947,140.73906225114,17266.5934219231,10.0568524840335,328.358240698684,472.874073275429,11.2563811669095,56.9319064457562,4.82478638976752,0
6.51441509325168,198.767351259456,21218.7028711902,8.67093691991312,323.596349010132,413.290450088535,14.899999566697,79.8478428137256,5.20088507653976,0
3.44506186438521,207.926260187994,33424.7686784948,8.78214748077349,384.007005801721,441.785875673939,13.8059022112708,30.2845971980027,4.18439696902885,0
,145.768180602173,13224.935638977,7.90644472060614,304.001992797415,298.990666499932,12.7295247205423,49.5368488020219,4.00487112757158,0
,266.421018068117,26362.9650123093,7.70006346972913,395.389490341846,364.480106703738,10.3489507574378,53.0083813539204,3.99156424779931,0
,148.153061445087,15193.4134739672,9.04683270725723,307.011792622565,563.804743325086,16.5686555679974,52.6761850342098,6.03818495318359,0
7.18144858082918,209.62560053629,15196.2299874838,5.99467864644997,338.336431077487,342.111286285193,7.92259833302262,71.5379532557936,5.0888599891388,0
9.82548990813439,190.756618287004,19677.892465552,6.75754073141394,,452.836234877238,16.8990378000164,47.0819711857777,2.85747242605118,0
10.4332909828044,117.791229550397,22326.8920457187,8.16150481072833,307.707508611824,412.986833790332,12.8907085645118,65.7334783893828,5.05731051651573,0
7.41414819633624,235.044534487371,32555.8525370737,6.8459520238449,387.175316477357,411.983364167012,10.2448150683598,44.4892972522603,3.16062446823264,0
,232.280452023532,14787.2062648582,5.47491483173313,,383.981723024758,12.1669371450517,86.0807274844409,5.02916672408074,0
5.11581706377122,191.952742974859,19620.5453286122,6.06071299498933,323.83638391363,441.748379324869,10.9664861529535,49.2382313227357,3.90208876764375,0
3.64162977747338,183.908722261827,24752.0724597554,5.53831413348136,286.059556049271,456.860095941041,9.03406675271333,73.5946567566564,3.46435303515502,0
5.61806440590915,304.235912112317,17281.9751684116,6.10108350510192,,399.471566281094,12.2650015775136,81.588992456499,2.89654694130447,0
,143.453731311923,19942.2732181848,5.89075458310612,,427.130671481902,22.469891988357,53.1240942189588,2.90756391519334,0
9.26718753076355,198.614394719096,24683.7235660297,6.11061242139319,328.077533201469,396.876949057918,16.4719693531551,30.383314574642,4.32400464561828,0
,233.858995691212,11703.9239070479,4.59938794342173,309.03932035276,349.399632532305,18.338892549806,42.6774652827194,3.51000404459053,0
5.33194047901854,194.8740654458,16658.8765031636,7.99382956237532,316.675161828167,335.120398437461,10.1805138026316,59.5727137112269,4.43482025795655,0
7.14577154521882,238.68992851166,28780.3404316327,6.81402870120907,385.97565048679,332.032706330686,11.0931633974527,66.1380447471002,5.18259070398023,0
9.92069105876815,202.817483001426,9973.93405920854,6.8822483067815,337.350529109637,333.192469937681,23.917601261275,71.833623959766,4.69070723013249,0
4.75843942467148,183.349454105998,21568.4287790359,4.73134898461418,,403.944168209203,18.6682294575213,66.912400034306,4.54280146174918,0
5.70292597682472,216.850473872615,35606.440176808,7.1843510891688,,504.63826042575,16.140790019198,77.5361835178031,4.13773901620661,0
6.95386422551106,209.638292979021,10575.1862808894,4.46270724613798,315.606594400392,391.184315086006,13.285333916086,87.3908889795634,3.19571032819626,0
10.682966425806,173.375498350121,15758.7406213889,5.57078357539446,307.352585765927,323.807913246581,10.0908697516698,78.4727844538545,3.99977538155006,0
,129.890572345674,34415.8531458731,6.32192899036114,304.535224233884,470.329168542199,18.5994099238213,72.403633868881,4.40558600033858,0
8.75725739744099,200.191400442057,21536.2246874454,4.91510105454319,317.882900497837,404.717799156445,13.7683233064213,47.9308718771102,3.62613544161223,0
,168.388430774295,27492.3073065878,7.04622479769641,299.820477910822,383.795019990326,16.1820664936744,75.7294338899146,3.04805722310698,0
7.80963189801941,100.457615091583,12013.5506287645,5.21231460206535,247.200826047643,605.220124350006,9.61134874001124,66.0841736371334,2.44744446391063,0
6.65248809085571,145.010171919083,19871.7884483059,4.9610663801915,288.052191736852,545.974993762403,10.9420242560121,71.7274140605346,3.74209042634967,0
9.14719705533692,211.714141777641,11920.6108356462,7.2307947693374,339.751918800794,527.708910013041,18.2753121092777,47.6348849343715,3.79453159110321,0
10.5607446362182,181.893365561554,21783.6510333634,6.99125999623813,340.390378355173,456.556402122344,16.4828353669639,34.2520490783523,3.96468635002213,0
7.48425483772747,260.092172573372,30616.6151488537,9.37913354050762,,404.670777328163,15.9344838712071,66.6210265451665,4.78118817656256,0
8.5208065729703,238.33511245551,28779.6500110336,8.28280846450961,381.649322871895,481.318802688613,6.01633660927121,39.0911713622534,3.94060452979468,0
4.99941381079692,190.28705014936,24323.8659030459,7.23016412686204,324.893037842256,405.33048202759,8.2365575031053,99.4273849182851,4.46068393173744,0
,157.801193554204,16963.6250117375,8.33561854987671,300.044234281112,360.995994488075,12.8238609493708,71.7170050975215,4.40538570565903,0
,155.055726825934,20557.2404317522,8.18731904967033,,290.180983110505,16.6222551838921,59.6220574621079,4.08990768967787,0
3.90607835495617,233.402835012476,32144.7999336183,6.9948396173051,348.359448213977,269.449051226939,9.6541256002684,63.7430638401644,3.90287971165746,0
6.39135362383218,213.017829682795,20965.4783088536,5.37555989197469,327.650542521707,369.338120915857,13.7581051707438,17.9157225691808,3.92374916929651,0
,229.48569367886,35729.6927086303,8.8108430450164,384.943778948421,296.397547243014,16.9270921798069,,3.8556022119167,0
8.69209201270804,195.143738784055,24656.2396794446,8.23190033837729,,398.345418003516,12.3807707927523,48.4407248655469,4.47796024823393,0
8.08575980088222,127.739673829373,32653.9103602676,6.53423741011492,,416.239630070402,11.1196592547937,78.2750500377115,4.06868890948167,0
6.20397770227835,212.306618286686,21815.0741479055,7.87399188454547,,362.108004313962,14.9330126610987,63.8738199472853,5.21568920611904,0
5.05810886856514,238.569380413499,34873.9345228707,8.9832761443866,374.433504516857,669.725086180179,13.3531814339635,76.521799745524,5.10665577442008,0
,103.464758660095,27420.167424582,8.41730503208953,,485.974500457814,11.3511327307085,67.8699636759021,4.62079345165322,0
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7.26155052207072,179.889788237885,24964.7777030965,5.83708649283744,349.269271301457,501.18278074341,17.2877132782963,50.9930064530811,3.6363641826805,0
7.16046723080874,183.089310037929,6743.3460655304,3.80303642359799,277.59909862106,428.036344350404,9.79962468961304,90.0353736736207,3.88489104414728,0
5.70476477621302,116.299329883796,33223.5815287499,7.05050315957698,297.078153478521,504.378680967655,9.00182048756614,48.1470312534892,4.15753340748974,0
6.21727313516034,130.944463888466,19460.3828189876,7.09246295530537,300.131271998304,556.653710033398,14.0836083521955,57.8970747068077,5.3258334456958,0
8.67993496996419,242.228667285519,22984.0509514824,7.5187646593999,,352.94258812349,18.7044090592749,69.9079024491522,3.8734702984483,0
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6.8973221411002,211.360166721062,25650.7776431203,6.76600990675459,,383.014310167853,13.9347880413807,90.5233298630093,5.02278363000457,0
3.51454552874528,158.732075761402,23029.6636135636,6.82167909946113,286.522846816979,307.379142035191,9.71223191091832,79.8509285745725,3.76261533109937,0
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6.45500479749672,176.68397277687,24468.0483903546,5.75693003869286,314.79959828381,477.581346155703,16.2455043416107,57.7297238284401,2.29343140641286,0
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1.84453836649884,233.764342720727,28689.5957776829,7.72443229996391,,410.387263837708,15.6118592963052,54.2994440941892,5.01346335110373,0
5.51912565643761,168.728583039567,12531.6019210648,7.73072294792503,,443.570372097492,18.0990781038616,,3.75899586032392,0
7.40898546692461,204.961749810895,9566.1222701692,6.50592313880598,311.452662511749,504.145994083866,11.5321440077412,81.1069377314624,3.77242092798951,0
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6.20964225970848,195.417720948981,13116.707711787,7.87934767085968,,417.241656026349,7.5076623145153,70.5473869061206,3.61251961494671,0
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