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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 |
|---|---|---|---|---|---|---|---|---|---|
2.974429 | 147.148675 | 17,326.202253 | 2.498597 | 393.168745 | 375.41147 | 12.798187 | 76.413069 | 2.779902 | 1 |
null | 181.562406 | 19,289.361453 | 7.325055 | null | 274.69654 | 14.093402 | 56.801321 | 2.619421 | 1 |
null | 232.098339 | 16,378.151576 | 0.352 | 238.446564 | 454.555208 | 7.764144 | 55.876641 | 4.431829 | 1 |
8.111101 | 198.768195 | 35,200.798834 | 9.68539 | null | 348.971395 | 19.071935 | 72.871564 | 3.663775 | 1 |
7.116133 | 204.040782 | 25,131.665279 | 5.402655 | 292.324403 | 424.003499 | 12.83671 | 55.404587 | 3.915382 | 1 |
5.280292 | 164.057389 | 13,679.056905 | 5.971385 | null | 635.888484 | 11.805625 | 35.433864 | 3.835306 | 1 |
null | 167.10443 | 30,362.683948 | 9.990332 | 362.261636 | 432.03071 | 9.971476 | 94.984101 | 3.346057 | 1 |
9.808258 | 220.049574 | 34,132.067979 | 9.752751 | 233.870327 | 367.044379 | 13.498665 | 62.95426 | 4.481261 | 1 |
null | 172.214683 | 26,653.764966 | 7.271685 | 335.894456 | 510.029725 | 13.809874 | 85.381682 | 4.492387 | 1 |
8.018832 | 197.785588 | 23,104.520387 | 9.67486 | 322.934548 | 395.738631 | 13.337748 | 68.850204 | 3.188477 | 1 |
6.603641 | 206.919743 | 14,598.025787 | 6.452141 | 316.253503 | 582.110606 | 12.520933 | 68.872497 | 3.403798 | 1 |
6.450806 | 198.493156 | 19,002.314664 | 7.306447 | 335.482194 | 257.007718 | 13.724087 | 52.860388 | 3.275581 | 1 |
6.266378 | 163.385405 | 28,141.216497 | 8.508751 | 376.870555 | 295.675137 | 9.938445 | 50.159734 | 2.936611 | 1 |
null | 144.99579 | 16,219.47532 | 5.563067 | 379.962973 | 374.543069 | 11.118073 | 72.290773 | 4.904367 | 1 |
5.161879 | 179.636409 | 18,666.563638 | 5.196133 | 400.896023 | 485.311954 | 14.059708 | 75.82205 | 4.320101 | 1 |
6.984406 | 181.707343 | 18,194.54531 | 8.263804 | 371.146458 | 201.619737 | 11.267398 | 68.192658 | 3.40621 | 1 |
6.791993 | 210.407967 | 30,471.929098 | 6.614438 | 326.585846 | 493.179417 | 19.985555 | 61.120143 | 2.914057 | 1 |
8.309228 | 198.3369 | 24,344.966693 | 8.34351 | 278.866835 | 456.530019 | 15.514119 | 64.444751 | 3.756397 | 1 |
5.057736 | 137.689344 | 11,229.137777 | 6.41141 | 481.030642 | 580.095225 | 15.390304 | 43.882514 | 3.163936 | 1 |
6.908272 | 211.105551 | 19,224.98628 | 6.37997 | 307.102206 | 323.885454 | 21.208477 | 71.920988 | 5.405567 | 1 |
7.24341 | 188.046296 | 20,877.534841 | 8.454107 | null | 377.649344 | 16.357375 | 71.627136 | 4.466936 | 1 |
6.16448 | 189.058756 | 27,312.168385 | 6.822157 | 319.951593 | 522.801398 | 13.50258 | 53.696202 | 4.834023 | 1 |
9.160998 | 241.383097 | 28,170.885101 | 6.819603 | 262.572042 | 568.420568 | 8.120979 | 48.259572 | 3.542528 | 1 |
5.277876 | 166.733007 | 18,404.050689 | 4.777124 | null | 347.219457 | 15.526043 | 63.008668 | 3.632607 | 1 |
3.975753 | 135.891978 | 17,430.841944 | 6.305788 | 373.486425 | 344.398912 | 15.62431 | 68.370968 | 3.666824 | 1 |
5.685216 | 154.570002 | 17,628.043059 | 6.664444 | 390.094731 | 324.427772 | 17.352586 | 67.4073 | 4.066157 | 1 |
6.933654 | 217.770316 | 19,026.017329 | 3.117441 | 317.066842 | 448.23464 | 12.943634 | 76.824752 | 2.010729 | 1 |
7.464485 | 227.000019 | 26,559.360897 | 5.657812 | 300.690651 | 332.068825 | 16.052838 | 28.682952 | 3.880576 | 1 |
6.071839 | 217.826531 | 17,162.753927 | 3.521125 | 319.037346 | 612.094926 | 16.542239 | 64.826308 | 2.69161 | 1 |
7.136103 | 186.582706 | 19,502.538967 | 8.095427 | 305.430011 | 355.937238 | 15.64513 | 73.885612 | 2.574192 | 1 |
null | 182.113946 | 21,453.334662 | 6.667287 | null | 392.433377 | 15.464582 | 60.046065 | 5.036017 | 1 |
6.328553 | 192.076515 | 33,315.947082 | 7.050047 | null | 489.745346 | 9.561964 | 57.773285 | 3.265854 | 1 |
6.150596 | 169.402776 | 23,890.893358 | 7.33596 | 375.80113 | 373.548215 | 15.704323 | 48.299493 | 4.84752 | 1 |
null | 205.666016 | 27,044.95981 | 4.033934 | 298.213816 | 515.754936 | 9.057549 | 48.02969 | 4.067414 | 1 |
5.508156 | 192.226546 | 12,137.099597 | 5.230477 | 433.021506 | 405.48551 | 8.512225 | 54.91513 | 4.571406 | 1 |
4.761105 | 150.074533 | 19,197.105515 | 7.936652 | 374.477319 | 400.451268 | 11.13215 | 69.26035 | 4.581395 | 1 |
10.490744 | 221.02926 | 32,092.058384 | 12.6269 | 333.319882 | 403.824003 | 10.663801 | 87.993206 | 2.887023 | 1 |
6.676137 | 192.685849 | 27,468.98017 | 5.809436 | 281.406871 | 299.886997 | 12.237608 | 46.069213 | 4.336648 | 1 |
7.973308 | 237.497153 | 23,517.681011 | 5.354516 | 283.583834 | 478.893616 | 15.259598 | 53.671478 | 2.826112 | 1 |
7.352146 | 208.324476 | 13,714.832635 | 8.21924 | 352.849847 | 336.912934 | 20.846445 | 69.437225 | 5.864498 | 1 |
6.990801 | 222.943748 | 19,713.411521 | 5.29245 | 310.887617 | 270.055394 | 18.362218 | null | 4.33264 | 1 |
5.468361 | 180.382364 | 12,305.905415 | 5.446563 | 410.459272 | 388.745502 | 12.553094 | 60.627748 | 4.933468 | 1 |
7.835907 | 206.665788 | 17,643.407147 | 8.137484 | null | 474.989773 | 16.167186 | 68.082265 | 3.183864 | 1 |
2.538116 | 100.80652 | 19,872.854854 | 5.014023 | 418 | 420.830866 | 13.980891 | 85.943192 | 2.840097 | 1 |
8.423084 | 153.032892 | 15,924.799687 | 11.101628 | 329.132239 | 431.167468 | 12.321633 | 52.63131 | 3.958609 | 1 |
7.617014 | 214.404363 | 29,818.095042 | 6.508853 | 298.35185 | 494.945537 | 13.310224 | 70.048007 | 3.800553 | 1 |
7.617033 | 242.989402 | 17,681.272357 | 2.85579 | 298.413238 | 549.987318 | 10.065225 | 76.51317 | 4.299543 | 1 |
5.429335 | 183.439383 | 15,265.407564 | 5.714731 | 394.001195 | 446.879149 | 17.581557 | 50.266951 | 3.081736 | 1 |
null | 215.491606 | 18,489.652505 | 3.758833 | 294.603038 | 370.274621 | 6.530429 | 68.100024 | 4.582157 | 1 |
5.495976 | 150.534519 | 18,333.632664 | 7.471728 | 416.888527 | 300.358972 | 12.300193 | 55.706781 | 4.901038 | 1 |
5.092757 | 239.740916 | 28,390.891358 | 1.390871 | 258.444294 | 452.306042 | 13.837352 | 71.512053 | 4.636729 | 1 |
6.25281 | 187.569479 | 27,690.474784 | 6.489931 | 330.94921 | 303.496373 | 14.261369 | 57.952826 | 2.921797 | 1 |
6.747415 | 250.419555 | 24,539.713165 | 2.397985 | 358.229866 | 339.34474 | 15.35729 | 59.99077 | 3.377451 | 1 |
6.640863 | 215.060867 | 16,488.047656 | 6.642337 | 304.757434 | 507.128833 | 11.979157 | 18.015272 | 4.708269 | 1 |
null | 138.525712 | 17,905.480019 | 7.929303 | 399.503611 | 485.423179 | 17.667366 | 36.058262 | 5.437429 | 1 |
7.30099 | 182.447697 | 29,136.338677 | 8.253015 | null | 307.433303 | 8.730149 | 49.895342 | 4.596347 | 1 |
5.498515 | 180.825114 | 21,542.830032 | 6.707095 | 352.250711 | 419.512958 | 13.183432 | 68.90437 | 3.074815 | 1 |
5.652501 | 187.83118 | 25,868.598733 | 3.523714 | 338.028852 | 456.259791 | 15.496329 | 72.545256 | 4.856444 | 1 |
6.164927 | 206.040584 | 22,805.611505 | 4.398831 | null | 409.357679 | 16.895725 | 61.725876 | 4.169661 | 1 |
7.851926 | 235.338312 | 14,763.580113 | 7.741975 | 338.603322 | 505.665639 | 11.86337 | 49.598381 | 5.204044 | 1 |
7.221689 | 203.069029 | 13,703.220377 | 7.823612 | 352.124567 | 412.32049 | 16.125741 | 80.058877 | 3.160818 | 1 |
6.578084 | 214.146334 | 24,882.625163 | 5.071157 | null | 400.74316 | 14.018056 | 58.841906 | 4.890416 | 1 |
7.85949 | 211.311029 | 31,725.487766 | 7.519691 | 313.344198 | 433.444665 | 15.909471 | null | 4.498069 | 1 |
6.073685 | 140.926196 | 11,795.31358 | 9.128422 | 437.647163 | 413.07582 | 14.93485 | 48.018966 | 5.24907 | 1 |
null | 208.256283 | 13,696.009917 | 4.484021 | null | 449.178061 | 21.305197 | 76.039788 | 3.850135 | 1 |
6.407963 | 199.131726 | 28,460.203397 | 4.613721 | 330.914076 | 448.858006 | 11.656913 | 70.161839 | 2.954093 | 1 |
8.646643 | 201.439065 | 32,571.054518 | 9.959355 | null | 338.497815 | 13.261538 | 66.229394 | 3.333243 | 1 |
7.184698 | 189.758396 | 13,317.468112 | 7.83232 | 378.675456 | 541.306097 | 12.492179 | 41.696183 | 3.904063 | 1 |
6.932085 | 205.338482 | 19,530.473819 | 6.521955 | null | 475.210216 | 15.673883 | 53.955866 | 4.433286 | 1 |
6.174751 | 138.513588 | 21,504.138821 | 10.860295 | 338.703016 | 447.805465 | 14.241965 | 31.705933 | 2.566049 | 1 |
9.540252 | 224.054582 | 31,683.864593 | 11.99429 | 315.359085 | 493.836379 | 19.093599 | 81.393722 | 3.329504 | 1 |
6.888843 | 188.920671 | 27,368.014339 | 8.003187 | 355.478563 | 465.346979 | 12.377083 | 75.112494 | 4.512332 | 1 |
8.174186 | 244.249046 | 31,114.820836 | 4.726912 | 285.332026 | 418.6196 | 14.873626 | 56.464157 | 4.709403 | 1 |
8.756927 | 218.637759 | 21,752.029713 | 6.454876 | 276.2781 | 356.075769 | 15.713149 | 67.049639 | 2.945672 | 1 |
4.740057 | 176.655631 | 24,069.335915 | 4.013444 | 367.805016 | 288.221298 | 13.20422 | 77.880375 | 5.467936 | 1 |
8.764496 | 210.851346 | 15,978.036559 | 8.043354 | 328.759844 | 324.047375 | 12.128377 | 59.789163 | 5.790838 | 1 |
7.899452 | 210.734124 | 15,896.365937 | 6.907203 | 319.886957 | 448.666423 | 18.169921 | 124 | 2.853767 | 1 |
7.402653 | 182.999381 | 19,259.193937 | 7.63237 | 295.931373 | 339.737304 | 10.494609 | 83.118742 | 6.22658 | 1 |
5.800034 | 181.453515 | 13,028.688458 | 6.106765 | 374.357784 | 405.51722 | 15.773825 | 35.338133 | 4.074408 | 1 |
7.089184 | 179.045838 | 21,065.663658 | 7.471614 | 377.778024 | 571.575505 | 12.623104 | 85.241179 | 3.266029 | 1 |
7.852207 | 169.028379 | 22,912.189579 | 9.616223 | null | 468.445396 | 12.601122 | 80.62516 | 3.532438 | 1 |
4.945695 | 170.440921 | 23,000.723137 | 4.433725 | 340.64567 | 346.642267 | 13.276638 | 84.551081 | 3.782517 | 1 |
9.776932 | 213.91508 | 23,971.989519 | 9.603302 | 293.825008 | 507.016573 | 16.066561 | 82.860936 | 2.569468 | 1 |
5.153489 | 107.341982 | 19,115.721861 | 9.296114 | 333.061939 | 457.891532 | 17.445656 | 77.598804 | 3.749921 | 1 |
6.884981 | 138.440111 | 14,893.206396 | 9.686435 | 319.134991 | 286.921558 | 14.184036 | 54.559077 | 4.584319 | 1 |
7.60875 | 192.856644 | 25,410.811872 | 5.955008 | 283.802967 | 432.209545 | 12.796347 | 81.103792 | 4.627464 | 1 |
null | 210.097608 | 23,616.804623 | 4.465677 | 365.961258 | 421.879854 | 14.536852 | 76.157103 | 2.290411 | 1 |
4.901907 | 141.930781 | 13,614.750925 | 8.30696 | 368.618688 | 439.055356 | 9.921623 | 82.660165 | 4.103534 | 1 |
5.711213 | 145.825869 | 21,157.179729 | 7.954721 | 385.206097 | 441.086563 | 16.682025 | 70.470889 | 3.953335 | 1 |
7.47669 | 162.008703 | 22,171.318898 | 9.611599 | null | 401.234815 | 14.99374 | 82.861764 | 4.195539 | 1 |
7.033495 | 191.880217 | 29,322.740697 | 9.027057 | null | 496.198299 | 17.191646 | 42.864682 | 3.678957 | 1 |
null | 152.537418 | 19,731.749181 | 10.886742 | 373.988714 | 463.747681 | 15.534904 | 61.15129 | 5.294159 | 1 |
null | 189.001086 | 20,784.56786 | 10.088771 | 312.954695 | 419.534133 | 14.801684 | 62.535071 | 5.149542 | 1 |
8.655299 | 222.268793 | 13,676.753524 | 7.271299 | 348.618844 | 460.870647 | 18.01676 | 72.428205 | 4.588758 | 1 |
null | 177.20201 | 17,766.252888 | 8.19909 | 354.27737 | 520.201129 | 15.099588 | 62.971995 | 3.168031 | 1 |
8.304335 | 155.569942 | 18,253.181095 | 11.448469 | 329.100636 | 380.32344 | 13.755926 | 35.05703 | 4.181254 | 1 |
7.717077 | 211.681327 | 21,400.016496 | 6.987854 | 268.944957 | 495.914919 | 11.440747 | 85.051546 | 4.967976 | 1 |
7.555823 | 190.461917 | 29,411.628645 | 7.868878 | 349.948941 | 524.465999 | 19.408144 | 79.555593 | 4.099169 | 1 |
4.88173 | 136.990466 | 19,105.014903 | 7.264678 | 419.716412 | 358.046318 | 13.399392 | 75.934052 | 3.050198 | 1 |
8.311271 | 206.107758 | 20,562.513391 | 9.820473 | null | 479.03232 | 21.741144 | 80.012644 | 4.462046 | 1 |
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