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ph float64 0 14 ⌀ | Hardness float64 47.4 323 | Solids float64 321 61.2k | Chloramines float64 0.35 13.1 | Sulfate float64 129 481 ⌀ | Conductivity float64 181 753 | Organic_carbon float64 2.2 28.3 | Trihalomethanes float64 0.74 124 ⌀ | Turbidity float64 1.45 6.74 | Potability int64 0 1 |
|---|---|---|---|---|---|---|---|---|---|
7.802426 | 232.67028 | 14,382.902158 | 7.626923 | null | 413.292183 | 15.495603 | 42.002082 | 4.36353 | 1 |
8.596767 | 202.343187 | 15,173.47115 | 7.248625 | 373.653328 | 315.47907 | 15.008674 | 76.879669 | 3.238693 | 1 |
6.436444 | 192.995665 | 19,579.389546 | 7.640874 | 314.922739 | 379.675367 | 12.897049 | 75.839132 | 3.415851 | 1 |
7.333478 | 233.721355 | 16,066.552124 | 8.181988 | 224.212503 | 401.739309 | 15.313978 | 81.842062 | 4.772663 | 1 |
6.144759 | 210.979747 | 19,981.315188 | 9.203614 | 271.097104 | 332.598126 | 17.187963 | 79.634242 | 3.08208 | 1 |
4.725998 | 175.991487 | 34,265.830581 | 5.923396 | 324.870724 | 441.945181 | 12.636086 | null | 3.644607 | 1 |
5.393346 | 172.550261 | 28,099.038729 | 5.789669 | 372.621943 | 505.542349 | 17.530704 | 67.273874 | 4.633855 | 1 |
5.62482 | 215.822873 | 9,028.760345 | 9.256098 | 274.292305 | 340.648393 | 10.680673 | 72.48745 | 4.355489 | 1 |
5.768868 | 184.395003 | 31,155.98882 | 8.392834 | 356.552697 | 380.09681 | 10.43034 | 100.231668 | 3.092626 | 1 |
null | 195.874634 | 17,749.298664 | 7.55675 | null | 512.454468 | 15.485276 | 54.132658 | 2.775635 | 1 |
5.251354 | 167.924336 | 34,768.93342 | 4.023081 | 377.143489 | 315.536105 | 10.429159 | 70.593387 | 4.072252 | 1 |
7.688786 | 209.185625 | 29,568.535852 | 9.817336 | 294.347732 | 355.698613 | 13.918769 | 71.68154 | 3.918673 | 1 |
3.681076 | 144.26527 | 26,726.771113 | 6.095283 | null | 564.183824 | 13.651105 | 92.299101 | 3.89307 | 1 |
4.897692 | 169.235768 | 14,676.716272 | 8.318607 | null | 437.538692 | 16.219141 | 81.947806 | 3.894464 | 1 |
5.842755 | 202.044775 | 13,969.261562 | 6.643918 | 290.795955 | 475.142956 | 18.189839 | 77.931104 | 4.490393 | 1 |
null | 193.410141 | 14,472.391549 | 5.640672 | 322.674462 | 431.457337 | 12.721922 | 92.758852 | 4.414819 | 1 |
5.038317 | 170.360463 | 25,866.103949 | 7.40375 | null | 350.391024 | 13.270279 | 65.331633 | 3.913696 | 1 |
9.961248 | 220.038186 | 11,939.769859 | 8.428754 | 337.48361 | 398.680936 | 14.792585 | 60.991843 | 3.246583 | 1 |
7.417503 | 198.705653 | 24,389.362885 | 4.790681 | 289.331358 | 366.370724 | 18.41518 | 87.996223 | 3.391241 | 1 |
null | 160.325972 | 37,795.763318 | 9.152225 | 390.276608 | 441.986106 | 16.45099 | 21.355275 | 4.44198 | 1 |
5.099932 | 189.665937 | 21,807.400131 | 4.368152 | null | 334.512306 | 14.732291 | 49.985679 | 5.159301 | 1 |
3.633163 | 179.350577 | 28,584.17581 | 5.246382 | 292.440536 | 500.866018 | 8.956401 | 77.360985 | 3.349572 | 1 |
8.860451 | 193.743105 | 24,085.11214 | 6.18311 | null | 526.704924 | 9.901328 | 81.33934 | 4.677713 | 1 |
10.137932 | 242.005716 | 15,088.827653 | 8.677789 | null | 596.346346 | 14.971199 | 62.365824 | 3.872018 | 1 |
9.900815 | 199.083752 | 16,233.134679 | 8.146643 | 380.11303 | 345.019852 | 20.38672 | 73.381488 | 2.395002 | 1 |
10.268431 | 218.216682 | 13,753.993373 | 7.512608 | 334.178075 | 341.602209 | 15.671564 | 84.68266 | 4.304689 | 1 |
0.227499 | 152.530111 | 39,028.59934 | 3.462492 | 283.693782 | 443.029232 | 13.201943 | 62.322711 | 3.545741 | 1 |
6.017261 | 206.0144 | 15,157.268787 | 7.582124 | 307.704474 | 431.781987 | 14.221757 | 53.319977 | 4.427712 | 1 |
7.110845 | 213.886337 | 25,043.532803 | 6.048437 | 245.954253 | 505.735535 | 16.38314 | 91.681026 | 5.712792 | 1 |
6.35029 | 190.383738 | 14,905.393852 | 5.53783 | null | 446.840605 | 13.983567 | 67.817096 | 4.265233 | 1 |
8.129342 | 211.123312 | 22,982.927445 | 6.779005 | 326.397953 | 367.988784 | 13.910933 | 55.795357 | 4.822044 | 1 |
10.252816 | 218.2797 | 18,158.842119 | 8.657342 | 349.529568 | 336.198837 | 19.442599 | 82.858272 | 4.559836 | 1 |
5.462356 | 187.709533 | 11,642.148999 | 8.439641 | null | 534.663945 | 8.129793 | 74.603713 | 4.48618 | 1 |
9.23944 | 212.569076 | 14,829.624212 | 7.17292 | 324.128915 | 575.421968 | 16.58112 | 66.88527 | 3.471971 | 1 |
7.071314 | 213.619625 | 20,038.796417 | 7.602252 | 290.057219 | 605.305041 | 8.713964 | 58.41346 | 4.293727 | 1 |
7.115895 | 193.706745 | 18,463.883662 | 4.924389 | 319.056951 | 369.534034 | 14.84158 | 54.437494 | 3.736021 | 1 |
8.238997 | 199.594539 | 25,046.79864 | 9.28802 | 350.835986 | 328.363398 | 18.743231 | 54.416965 | 3.089924 | 1 |
6.446252 | 204.253563 | 11,104.250508 | 7.648613 | null | 418.04122 | 16.625627 | null | 4.976958 | 1 |
6.161779 | 202.756973 | 12,229.647584 | 11.523598 | 324.048035 | 344.365689 | 14.685927 | 47.803194 | 4.003547 | 1 |
6.772157 | 196.900098 | 13,790.296202 | 9.575053 | null | 347.588375 | 17.705727 | 68.379815 | 3.827256 | 1 |
7.061846 | 211.091687 | 11,300.238109 | 8.866359 | 299.938071 | 353.510425 | 16.895754 | 67.577109 | 3.958249 | 1 |
4.63825 | 182.419621 | 34,261.985889 | 6.197716 | 307.458454 | 439.117705 | 7.760853 | null | 4.124538 | 1 |
7.678967 | 205.479918 | 7,472.50648 | 7.181869 | null | 395.235784 | 7.91815 | 76.378309 | 3.718982 | 1 |
8.137713 | 178.716633 | 33,786.716309 | 9.101885 | null | 481.073539 | 12.273181 | 95.905288 | 2.743867 | 1 |
7.481398 | 186.074765 | 13,781.780284 | 4.649254 | 377.344372 | 323.772843 | 11.687124 | 66.29165 | 4.039976 | 1 |
8.082148 | 185.932419 | 28,407.661026 | 7.605421 | 381.761884 | 402.658022 | 12.830646 | 86.979724 | 3.373485 | 1 |
null | 210.627359 | 27,983.179422 | 5.947213 | null | 436.844053 | 16.127527 | 64.564044 | 4.290393 | 1 |
7.702183 | 192.137531 | 18,126.030963 | 9.154581 | 364.191227 | 646.732599 | 14.376337 | 90.527536 | 4.382159 | 1 |
6.750761 | 207.254505 | 23,642.992597 | 7.691012 | 293.78304 | 446.696939 | 6.000391 | 30.900815 | 2.777726 | 1 |
null | 219.706048 | 22,387.315753 | 7.308501 | 316.973003 | 327.289543 | 12.785265 | 80.757866 | 4.649365 | 1 |
6.323942 | 185.992411 | 23,234.788934 | 5.892963 | 347.236827 | 401.304895 | 13.263282 | 60.474031 | 3.575011 | 1 |
5.403884 | 199.016674 | 11,571.421537 | 6.285434 | null | 377.430746 | 11.859074 | 74.012043 | 3.189942 | 1 |
5.699873 | 159.435601 | 31,977.370137 | 5.249974 | null | 501.743218 | 8.008011 | 55.870245 | 2.416402 | 1 |
7.694265 | 184.836301 | 22,673.034472 | 5.701063 | null | 439.633027 | 8.857706 | 64.975574 | 5.707193 | 1 |
8.581429 | 186.601621 | 20,590.712114 | 3.924183 | 366.1319 | 384.305698 | 9.999398 | 66.693973 | 3.388448 | 1 |
9.888941 | 220.638823 | 19,892.388914 | 7.986456 | 326.07656 | 460.812425 | 14.929172 | 59.602808 | 3.750164 | 1 |
3.42645 | 154.711724 | 21,839.695956 | 4.965722 | null | 437.377181 | 14.689351 | 56.490077 | 5.978054 | 1 |
8.37044 | 231.442553 | 15,063.814968 | 12.279374 | null | 422.293819 | 15.027088 | 67.503004 | 3.210635 | 1 |
null | 204.852187 | 13,286.156575 | 9.093843 | 332.845544 | 365.68752 | 8.589896 | 76.306376 | 4.268525 | 1 |
8.390501 | 215.295518 | 27,032.142262 | 6.553958 | 282.859453 | 443.44559 | 12.841611 | 46.368219 | 4.150359 | 1 |
7.581945 | 193.286463 | 21,675.682866 | 9.821499 | 381.930744 | 414.810985 | 16.109169 | 92.609084 | 4.833346 | 1 |
9.850055 | 208.740232 | 35,289.23711 | 8.35011 | 337.209742 | 462.480199 | 10.105146 | 50.886006 | 4.521836 | 1 |
5.225684 | 185.050444 | 16,276.398604 | 6.617098 | null | 394.634868 | 7.817812 | 89.052588 | 3.695747 | 1 |
9.663653 | 233.487268 | 13,213.578254 | 10.149937 | 293.074657 | 326.777803 | 10.439619 | 62.455373 | 4.741944 | 1 |
null | 158.762959 | 26,210.116012 | 4.088763 | null | 354.847053 | 16.006711 | 85.338053 | 5.010163 | 1 |
7.935607 | 207.016852 | 19,657.843315 | 8.604505 | 312.343607 | 358.849003 | 21.228127 | 63.771833 | 3.619651 | 1 |
8.928142 | 197.64853 | 27,884.434252 | 8.968576 | null | 317.53268 | 21.497866 | 73.011132 | 4.111102 | 1 |
6.920343 | 207.821363 | 16,689.799604 | 10.031146 | 286.413862 | 481.955877 | 9.771896 | 78.295022 | 3.266213 | 1 |
10.538098 | 200.139829 | 13,867.244196 | 7.365015 | 409.44673 | 340.808823 | 17.073123 | 72.730639 | 3.823093 | 1 |
5.729303 | 162.857585 | 34,573.678786 | 5.654856 | 415.287072 | 297.631365 | 13.990842 | 76.744677 | 3.556395 | 1 |
5.335689 | 178.640119 | 37,993.182755 | 9.772522 | 343.258359 | 465.072796 | 14.834257 | 65.326531 | 3.921976 | 1 |
null | 177.174021 | 38,977.330798 | 5.477161 | 402.499393 | 484.172953 | 12.300107 | 61.569477 | 3.261592 | 1 |
6.769835 | 177.173258 | 34,596.001872 | 2.866073 | 369.532996 | 389.516286 | 17.268074 | 64.868608 | 3.65579 | 1 |
6.84833 | 195.451482 | 15,908.642086 | 6.241349 | 319.264722 | 404.204859 | 18.937338 | 75.392795 | 3.732202 | 1 |
null | 231.159824 | 12,856.728623 | 6.977019 | 344.447737 | 392.516902 | 13.217223 | 80.956458 | 3.308294 | 1 |
null | 205.088789 | 27,064.418409 | 7.398379 | 304.926475 | 409.501842 | 18.521792 | 61.486105 | 4.599573 | 1 |
null | 155.864382 | 28,224.774178 | 8.366723 | 392.582582 | 421.343736 | 18.778696 | 52.640594 | 4.93019 | 1 |
8.589202 | 233.727975 | 7,263.056749 | 6.953308 | 268.971355 | 258.880209 | 8.986363 | 41.930439 | 4.041446 | 1 |
8.473649 | 182.997199 | 36,412.48826 | 6.144666 | null | 414.308055 | 14.255356 | 56.735187 | 3.487816 | 1 |
7.591346 | 199.255322 | 25,383.765183 | 7.924616 | 318.610478 | 416.445617 | 20.118827 | 48.27121 | 4.51515 | 1 |
8.137768 | 203.861867 | 24,172.703313 | 6.844018 | 305.83258 | 470.836265 | 19.232961 | 30.708421 | 5.003826 | 1 |
5.352566 | 150.495214 | 27,795.732041 | 5.464058 | 445.938391 | 422.422509 | 16.14451 | 78.374845 | 4.779187 | 1 |
7.99809 | 241.000277 | 9,609.740605 | 9.842346 | 229.575561 | 428.882366 | 14.990567 | 39.842379 | 2.626547 | 1 |
11.898078 | 228.132673 | 8,296.550611 | 9.899637 | 346.64975 | 500.16921 | 15.486862 | 63.52946 | 3.024968 | 1 |
7.442536 | 180.859091 | 18,223.02708 | 8.57725 | 405.320016 | 564.793485 | 14.768337 | 57.757554 | 2.191138 | 1 |
5.140801 | 209.358561 | 21,407.614287 | 4.415976 | 230.555856 | 378.89719 | 2.2 | 86.737223 | 4.192257 | 1 |
null | 242.413429 | 9,783.368727 | 6.400152 | 211.851592 | 351.99736 | 10.407257 | 69.909491 | 4.626701 | 1 |
6.947916 | 219.594385 | 10,337.541703 | 10.414781 | null | 453.151938 | 14.213799 | 61.150299 | 3.685079 | 1 |
9.622106 | 182.909728 | 30,307.217675 | 5.657004 | 422.445681 | 573.330497 | 17.699718 | 45.906782 | 3.975572 | 1 |
5.361212 | 171.315543 | 24,709.728858 | 4.184891 | 366.814979 | 490.658747 | 15.122672 | 33.119613 | 1.812529 | 1 |
4.909519 | 186.190703 | 13,652.60203 | 9.318248 | null | 460.566722 | 12.159457 | 89.830209 | 3.785507 | 1 |
6.376408 | 182.121038 | 33,046.727606 | 5.351533 | 362.352143 | 350.236326 | 7.592516 | 66.225674 | 5.404046 | 1 |
3.940125 | 163.171653 | 25,911.32168 | 4.13854 | 371.96718 | 487.985185 | 17.751705 | 63.612403 | 3.478005 | 1 |
6.916826 | 210.860439 | 29,263.554069 | 6.011611 | 252.23133 | 392.363586 | 12.89221 | 77.07978 | 4.598622 | 1 |
9.146558 | 226.093425 | 6,787.48466 | 9.241763 | 319.025809 | 459.569021 | 14.110476 | 80.571146 | 3.210882 | 1 |
10.268415 | 225.074218 | 14,694.420625 | 6.722843 | 300.763772 | 353.630913 | 13.553796 | 64.012944 | 5.199865 | 1 |
8.787668 | 232.462637 | 7,035.133797 | 9.306449 | null | 415.624882 | 12.051417 | null | 3.489946 | 1 |
7.368769 | 213.197019 | 18,452.022995 | 8.292445 | 294.344858 | 496.270851 | 10.545092 | 94.837743 | 3.813881 | 1 |
9.35272 | 207.46516 | 23,558.554746 | 6.504916 | 346.516535 | 420.594592 | 10.986683 | null | 3.398264 | 1 |
9.393148 | 215.051365 | 20,592.258942 | 10.089537 | 331.338739 | 447.07446 | 10.778633 | 54.426968 | 4.665681 | 1 |
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