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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 |
|---|---|---|---|---|---|---|---|---|---|
7.296573 | 197.646951 | 22,535.085158 | 9.2882 | 323.449054 | 353.062907 | 6.039669 | 82.536173 | 4.679169 | 1 |
8.900865 | 211.306812 | 9,592.151333 | 8.863272 | 348.43782 | 333.775327 | 18.267951 | 68.33317 | 4.518751 | 1 |
8.107244 | 228.171859 | 18,364.831418 | 6.185948 | 246.942611 | 369.903199 | 14.613423 | 101.351525 | 4.688271 | 1 |
7.804369 | 216.673869 | 14,160.686766 | 6.060144 | 281.355975 | 468.212537 | 15.147547 | 62.860627 | 4.075557 | 1 |
4.666148 | 171.2887 | 35,680.067877 | 4.894374 | 314.613851 | 501.902864 | 14.210624 | 56.910254 | 4.556864 | 1 |
10.905076 | 207.004837 | 16,099.151896 | 8.186479 | 369.683867 | 575.309037 | 17.55688 | 80.749849 | 3.720264 | 1 |
4.739549 | 162.246886 | 27,215.902742 | 2.862535 | 372.815075 | 437.21759 | 15.130476 | 65.091291 | 2.942348 | 1 |
9.869232 | 223.772661 | 29,549.658823 | 7.716923 | 281.11849 | 356.181916 | 14.202664 | 84.013585 | 4.73685 | 1 |
null | 182.582228 | 19,575.475363 | 10.048383 | 424.688994 | 383.490954 | 19.482945 | 76.634798 | 4.329204 | 1 |
5.827541 | 191.00493 | 25,863.343245 | 4.823832 | 316.025513 | 370.357288 | 18.361858 | 48.658109 | 3.179129 | 1 |
0.989912 | 133.216942 | 16,922.853899 | 9.293289 | 444.375731 | 322.291191 | 10.430076 | 43.578466 | 5.160604 | 1 |
null | 235.240587 | 10,443.796534 | 7.605519 | null | 319.84293 | 8.28655 | 80.540351 | 3.900509 | 1 |
9.485833 | 218.738236 | 15,357.833373 | 8.534458 | 315.831396 | 429.622212 | 15.621139 | 64.826028 | 3.22113 | 1 |
6.435723 | 214.724669 | 9,363.853988 | 9.997624 | 273.463139 | 508.345207 | 12.92587 | 71.42859 | 4.925339 | 1 |
6.365497 | 205.056536 | 7,040.737621 | 11.302831 | 325.328543 | 371.579634 | 16.352858 | 74.312592 | 5.125417 | 1 |
null | 202.475162 | 23,828.207682 | 5.531685 | 409.28621 | 414.617655 | 13.797656 | 59.521664 | 5.266368 | 1 |
5.452215 | 199.228468 | 14,446.81239 | 7.689191 | 298.318418 | 469.131951 | 14.020507 | 95.306239 | 5.190534 | 1 |
null | 215.966579 | 21,852.437944 | 7.457515 | 283.755824 | 364.701095 | 11.38321 | 76.538803 | 5.076362 | 1 |
5.433466 | 177.828302 | 31,421.731633 | 4.584134 | 347.097354 | 490.284674 | 16.066439 | 58.416699 | 2.871196 | 1 |
7.374775 | 217.698644 | 12,285.891483 | 10.038245 | null | 358.983254 | 16.293716 | 93.78438 | 3.592265 | 1 |
null | 175.708553 | 25,954.031764 | 6.229322 | 346.225062 | 379.290646 | 13.63691 | 50.590765 | 2.951396 | 0 |
5.226942 | 177.319603 | 28,398.554196 | 6.294517 | 336.292918 | 328.38743 | 18.463095 | 62.075902 | 2.25955 | 0 |
4.594209 | 185.632858 | 27,981.09119 | 6.761683 | 354.785217 | 380.723252 | 13.983833 | 74.576914 | 4.91791 | 0 |
6.784133 | 212.442338 | 12,827.621007 | 7.403642 | null | 328.033576 | 10.861775 | 89.577036 | 5.035823 | 0 |
6.400256 | 172.299 | 15,936.24736 | 4.935998 | 340.39293 | 435.40561 | 11.075622 | 58.365995 | 4.561494 | 0 |
6.839416 | 166.86697 | 28,508.6378 | 7.238829 | null | 460.765994 | 11.378738 | 73.465133 | 2.854527 | 0 |
6.901863 | 164.723486 | 20,442.615014 | 5.163931 | 341.537089 | 468.41635 | 10.362623 | 65.694878 | 4.047907 | 0 |
null | 191.554815 | 22,462.113287 | 8.186258 | null | 349.954534 | 17.247307 | 76.767797 | 5.260301 | 0 |
7.888844 | 228.488394 | 15,824.788729 | 8.388944 | 314.843291 | 423.662707 | 17.630362 | 56.42021 | 3.630524 | 0 |
5.527633 | 218.518923 | 22,095.637164 | 6.436288 | null | 412.86761 | 12.640135 | 44.328641 | 4.591137 | 0 |
6.492403 | 234.914512 | 18,607.213193 | 8.620697 | 302.131306 | 442.104208 | 14.116824 | 65.636759 | 4.383395 | 0 |
6.6847 | 193.840931 | 34,157.184474 | 9.876574 | 344.535407 | 498.063996 | 8.818757 | 66.659352 | 4.03066 | 0 |
null | 196.334673 | 24,108.127551 | 7.843144 | 352.623912 | 428.77061 | 10.287673 | 73.445934 | 5.034683 | 0 |
6.223678 | 238.084211 | 22,423.495207 | 9.336774 | null | 474.665332 | 14.027766 | 80.774275 | 3.919575 | 0 |
4.758648 | 203.537832 | 23,603.065417 | 7.667128 | 324.084334 | 288.912457 | 18.064957 | 85.916666 | 4.405509 | 0 |
7.440825 | 183.362713 | 17,259.852302 | 4.610245 | 335.626443 | 452.995293 | 9.700906 | 80.537065 | 2.496343 | 0 |
8.054886 | 200.943484 | 12,642.065947 | 7.309822 | 334.442064 | 446.748442 | 14.94908 | 71.202038 | 3.514098 | 0 |
7.061831 | 215.946322 | 24,991.766021 | 9.138391 | 321.47336 | 431.424689 | 12.950444 | 64.02559 | 4.299019 | 0 |
null | 214.737831 | 12,666.005325 | 7.092691 | 302.491768 | 319.423051 | 15.433834 | 92.693936 | 5.005879 | 0 |
7.61161 | 222.252269 | 25,063.683013 | 8.561124 | 287.948123 | 505.265483 | 18.273757 | 68.395413 | 2.873261 | 0 |
4.691438 | 200.889406 | 32,182.262318 | 8.57165 | 364.746786 | 516.851623 | 12.404439 | 85.026227 | 2.730792 | 0 |
8.06417 | 209.839333 | 8,712.002588 | 8.59151 | 355.443721 | 338.848158 | 18.721312 | 106.243066 | 3.246077 | 0 |
4.292967 | 212.808645 | 30,434.269118 | 8.630313 | 333.48254 | 382.922363 | 15.779922 | 39.775513 | 2.804924 | 0 |
7.865757 | 184.912917 | 16,147.00195 | 7.321343 | null | 505.912864 | 11.092842 | 88.048989 | 3.738618 | 0 |
9.085637 | 238.221968 | 9,001.658753 | 9.820231 | 325.104847 | 381.346582 | 19.19574 | 98.490819 | 2.54402 | 0 |
6.592443 | 242.480473 | 9,381.239931 | 7.303184 | 312.814395 | 440.601135 | 14.027297 | 70.929879 | 3.060827 | 0 |
7.032819 | 168.822395 | 29,370.264184 | 5.390593 | null | 521.780884 | 21.119249 | 58.876766 | 3.633373 | 0 |
8.990317 | 195.809028 | 23,728.294015 | 7.508305 | 348.714613 | 551.54039 | 15.254392 | 75.907869 | 4.494544 | 0 |
8.561219 | 205.366831 | 16,686.31276 | 8.159299 | null | 347.840965 | 18.893137 | 68.089865 | 2.813889 | 0 |
6.739158 | 156.482759 | 30,950.6811 | 6.54309 | 363.179624 | 425.288837 | 11.653458 | 70.367049 | 5.214484 | 0 |
null | 209.426837 | 20,827.983844 | 6.591371 | 313.874684 | 567.604151 | 17.954849 | 40.140152 | 4.238253 | 0 |
6.492627 | 213.065385 | 34,314.087091 | 9.041146 | 335.291926 | 313.254743 | 11.135312 | 70.82911 | 3.378778 | 0 |
6.753128 | 191.982995 | 18,222.931957 | 3.920974 | 296.196618 | 389.742462 | 9.689144 | 92.219615 | 5.102517 | 0 |
5.039374 | 142.860598 | 40,829.353167 | 7.271543 | null | 386.803057 | 16.823773 | 52.297113 | 4.95742 | 0 |
8.296344 | 198.197051 | 17,468.999802 | 8.262904 | 369.59074 | 294.325142 | 18.026098 | 44.061625 | 5.400811 | 0 |
5.455599 | 152.386735 | 37,620.248469 | 5.78358 | null | 343.417588 | 14.401654 | 41.109869 | 4.476349 | 0 |
7.918183 | 224.152005 | 20,012.172976 | 9.008726 | 302.393605 | 421.890083 | 22.187849 | 72.727868 | 4.764194 | 0 |
5.018046 | 194.668167 | 27,317.099444 | 6.155484 | null | 313.477959 | 10.407479 | 85.685272 | 5.035154 | 0 |
6.495435 | 252.010903 | 32,775.632585 | 8.479302 | null | 330.045052 | 9.854011 | 80.561077 | 3.390471 | 0 |
null | 203.050244 | 28,184.900527 | 7.076634 | 344.524179 | 445.700761 | 19.775367 | 53.270152 | 4.456104 | 0 |
8.783168 | 218.03284 | 16,183.586649 | 7.390474 | 334.053885 | 389.021616 | 16.35452 | 47.100982 | 4.274137 | 0 |
null | 184.750698 | 28,499.107328 | 6.550031 | 330.719549 | 381.501604 | 11.044405 | 62.014822 | 3.40327 | 0 |
8.159667 | 215.648216 | 17,068.298863 | 8.769622 | 319.253201 | 459.541159 | 14.192544 | 60.373722 | 2.957195 | 0 |
7.685397 | 230.335708 | 7,324.701425 | 7.991366 | 331.512533 | 492.850391 | 14.233952 | 74.068658 | 4.179187 | 0 |
7.762021 | 173.636742 | 15,548.416674 | 5.018671 | 330.390976 | 520.640774 | 11.147704 | 87.481505 | 3.256301 | 0 |
7.207931 | 204.010347 | 18,493.872175 | 5.557864 | 311.568227 | 437.512042 | 12.994596 | 31.39045 | 4.705562 | 0 |
6.987042 | 169.727116 | 19,472.624328 | 5.017698 | 366.01892 | 425.670964 | 17.314681 | 48.882198 | 4.475161 | 0 |
4.692197 | 221.547773 | 24,211.63077 | 9.36325 | 307.713996 | 406.551667 | 12.618252 | 60.003148 | 4.009006 | 0 |
null | 219.725713 | 9,840.78282 | 8.513655 | 309.838732 | 396.805652 | 12.428763 | 71.625497 | 3.183435 | 0 |
4.059431 | 200.38308 | 25,770.006722 | 8.34213 | null | 414.157826 | 11.084834 | null | 4.330322 | 0 |
8.389946 | 213.665685 | 17,674.706149 | 8.348815 | null | 471.36988 | 19.301248 | 70.829513 | 3.569717 | 0 |
10.695532 | 220.451078 | 10,571.770377 | 6.521422 | 295.976094 | 414.256086 | 14.774801 | 58.735933 | 4.154845 | 0 |
6.791697 | 175.894346 | 21,467.950866 | 7.101224 | 349.492177 | 427.23974 | 12.556983 | 55.253912 | 2.817391 | 0 |
9.953952 | 232.949002 | 3,773.281147 | 9.97985 | null | 339.883029 | 18.34359 | 82.449002 | 4.052905 | 0 |
null | 218.986406 | 9,836.401847 | 7.064672 | 328.724289 | 386.345247 | 15.547964 | 57.328116 | 3.837257 | 0 |
4.489784 | 188.251939 | 14,906.047922 | 8.48603 | 374.226926 | 518.585253 | 11.226578 | 65.182759 | 3.776226 | 0 |
8.020869 | 175.873676 | 21,759.363929 | 7.487278 | 352.983112 | 428.660965 | 4.966862 | 72.305219 | 3.442121 | 0 |
5.090035 | 174.266357 | 34,094.057177 | 6.741909 | 376.663608 | 526.361082 | 17.107563 | 48.546257 | 4.838862 | 0 |
6.466875 | 214.33727 | 14,848.129489 | 7.054938 | 304.573245 | 304.956372 | 12.180826 | null | 3.408169 | 0 |
6.702496 | 208.553784 | 29,057.227617 | 7.029491 | 302.74496 | 361.947758 | 10.614582 | 53.879737 | 4.267953 | 0 |
5.766204 | 179.572652 | 27,700.121945 | 6.198937 | null | 536.268673 | 12.828121 | 90.006765 | 4.472018 | 0 |
6.571099 | 207.741025 | 23,372.882654 | 6.280195 | 313.846972 | 497.90232 | 12.874805 | 75.41671 | 4.555949 | 0 |
8.50922 | 200.304348 | 10,587.304929 | 6.392545 | 307.39896 | 585.222628 | 11.798991 | 63.827569 | 2.519892 | 0 |
5.953982 | 186.457084 | 32,241.079614 | 8.439681 | 347.713157 | 416.090998 | 14.638927 | 68.907754 | 4.071916 | 0 |
5.403196 | 185.643523 | 27,509.893425 | 8.257587 | null | 587.378692 | 10.024039 | 63.3975 | 3.871463 | 0 |
5.59693 | 162.724672 | 23,930.374549 | 7.456557 | null | 535.339561 | 19.174739 | 54.966317 | 3.506765 | 0 |
10.63291 | 198.378012 | 12,958.748457 | 7.135497 | 322.623249 | 522.02787 | 16.722195 | 71.776018 | 3.722455 | 0 |
4.916819 | 162.456784 | 22,829.123212 | 4.024456 | 360.590445 | 541.772315 | 11.580141 | null | 3.836703 | 0 |
7.183096 | 200.368159 | 13,501.677965 | 7.982097 | 358.331849 | 617.540906 | 11.176548 | 71.536834 | 3.806539 | 0 |
5.923441 | 167.658602 | 25,951.554036 | 6.296103 | 350.381981 | 471.857511 | 15.770464 | 53.321812 | 4.107364 | 0 |
7.377037 | 175.008276 | 15,340.951839 | 6.144845 | 371.010524 | 579.461824 | 11.91574 | 78.179171 | 4.531659 | 0 |
7.833496 | 220.957433 | 28,338.981461 | 9.370848 | 316.274403 | 462.142424 | 15.333005 | 57.033522 | 5.58083 | 0 |
4.745764 | 186.303137 | 33,153.812976 | 8.840474 | 370.167851 | 296.964102 | 14.784314 | 48.451375 | 3.699146 | 0 |
9.055826 | 196.475899 | 20,226.287945 | 5.838594 | 298.80356 | 342.359411 | 12.813634 | 84.279218 | 5.456913 | 0 |
5.492156 | 176.271404 | 26,422.097889 | 8.072934 | 366.644766 | 500.938788 | 7.609798 | 59.396787 | 3.294129 | 0 |
4.487517 | 199.051403 | 36,860.468899 | 9.751561 | 338.049428 | 390.566945 | 8.12347 | 75.668785 | 2.765722 | 0 |
7.027186 | 185.320701 | 30,988.973019 | 8.600477 | 327.46267 | 326.26908 | 9.98201 | 52.716589 | 5.353043 | 0 |
10.200645 | 182.080601 | 8,016.202938 | 5.567501 | 337.78158 | 291.600283 | 13.469924 | 50.567372 | 5.17472 | 0 |
6.784279 | 140.366709 | 17,569.579819 | 4.084932 | null | 374.18184 | 10.63423 | 97.08706 | 4.045547 | 0 |
8.080415 | 166.8917 | 18,136.128859 | 6.867553 | null | 600.937203 | 16.30779 | 55.586142 | 4.070824 | 0 |
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