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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 |
|---|---|---|---|---|---|---|---|---|---|
6.931244 | 207.588953 | 24,359.470414 | 7.222004 | 313.819713 | 477.062975 | 16.495092 | 75.041914 | 4.897957 | 0 |
5.602159 | 264.573515 | 29,860.275777 | 7.014528 | null | 530.20476 | 16.03018 | 29.850948 | 4.067049 | 0 |
7.520519 | 228.562611 | 22,160.819662 | 7.473799 | null | 545.14665 | 16.460634 | 90.944944 | 4.227766 | 0 |
5.58247 | 172.331584 | 23,512.837957 | 8.011316 | 364.483422 | 452.080765 | 16.472045 | 95.045658 | 4.048113 | 0 |
7.99275 | 193.609138 | 14,610.412832 | 7.218904 | 332.468755 | 468.602998 | 10.877062 | 67.181341 | 4.062907 | 0 |
8.210358 | 210.222112 | 22,619.239931 | 7.567988 | null | 361.614391 | 14.65019 | 70.368049 | 3.716664 | 0 |
9.901931 | 206.746469 | 13,180.677801 | 5.878835 | null | 426.534807 | 14.321874 | 75.408754 | 4.22695 | 0 |
null | 191.258655 | 14,064.899155 | 7.036949 | 361.154951 | 399.838662 | 10.845264 | 35.582992 | 3.732339 | 0 |
9.405875 | 149.308297 | 27,180.057189 | 7.867309 | null | 398.806246 | 17.364706 | 57.962637 | 4.033733 | 0 |
9.587895 | 195.837105 | 11,351.861856 | 6.267476 | 366.428928 | 323.794862 | 13.068242 | 37.35308 | 4.666917 | 0 |
4.633203 | 208.908036 | 29,307.128945 | 6.125585 | 304.031776 | 456.214828 | 10.817158 | 111.11531 | 4.751859 | 0 |
6.901111 | 154.474092 | 21,103.303188 | 7.9287 | 376.001071 | 450.252974 | 14.643306 | 71.321372 | 3.616498 | 0 |
7.795558 | 136.090677 | 26,484.515316 | 7.55532 | 426.500022 | 471.413356 | 14.544948 | 51.491197 | 3.629252 | 0 |
null | 215.431919 | 19,909.938849 | 6.902628 | 299.086418 | 371.482911 | 10.766349 | 85.267182 | 4.592538 | 0 |
0 | 214.846144 | 49,456.587108 | 7.897539 | null | 583.448849 | 7.702328 | 77.712891 | 4.92884 | 0 |
8.398261 | 177.347214 | 18,003.257285 | 7.390924 | null | 498.365377 | 10.351298 | 55.71566 | 2.627862 | 0 |
6.25515 | 153.640493 | 24,316.16334 | 8.211595 | 367.344534 | 295.042492 | 12.503661 | 91.270792 | 3.146483 | 0 |
11.496859 | 186.125296 | 12,253.303389 | 8.06698 | 325.409341 | 260.531758 | 9.674083 | 68.073928 | 5.005193 | 0 |
null | 200.717207 | 40,581.486801 | 6.759981 | 263.876471 | 283.172008 | 14.915325 | 58.879467 | 4.008443 | 0 |
9.347345 | 201.632836 | 13,749.596037 | 7.333742 | 322.044667 | 512.446305 | 12.434716 | 43.827119 | 3.615151 | 0 |
11.62114 | 203.730368 | 15,102.237428 | 7.816415 | null | 447.045213 | 21.632385 | 61.801804 | 3.472067 | 0 |
10.337671 | 163.276225 | 21,820.295875 | 7.899521 | 356.179637 | 561.206238 | 14.116324 | 56.193061 | 5.063109 | 0 |
null | 196.051741 | 21,919.470163 | 6.730277 | 359.701352 | 401.731338 | 14.219303 | 77.605726 | 3.954964 | 0 |
5.287983 | 245.023461 | 27,733.713099 | 7.135063 | 238.844004 | 464.07485 | 13.452179 | 55.642363 | 3.311034 | 0 |
7.617524 | 179.596189 | 30,308.231181 | 6.952617 | 329.422414 | 355.425532 | 13.40076 | 66.223591 | 3.698317 | 0 |
7.149125 | 202.582542 | 23,158.389096 | 6.067812 | 302.002743 | 301.98424 | 17.622595 | 42.292766 | 3.787033 | 0 |
8.65139 | 154.546949 | 15,901.285161 | 6.51098 | 419.216305 | 444.843584 | 14.656725 | 49.515175 | 3.26641 | 0 |
5.290004 | 174.738423 | 28,697.004827 | 8.60679 | 317.016465 | 480.680392 | 13.748302 | 52.475868 | 3.532322 | 0 |
5.369584 | 170.835192 | 27,199.641993 | 8.065886 | 376.055637 | 401.833036 | 14.081981 | 81.740225 | 3.357484 | 0 |
8.747272 | 198.712228 | 30,348.243651 | 7.324498 | null | 333.639282 | 13.866073 | 94.728129 | 4.764708 | 0 |
8.040392 | 200.637576 | 12,999.144804 | 6.696356 | 356.870041 | 394.017732 | 11.100407 | 43.62591 | 3.017796 | 0 |
8.550428 | 206.522566 | 10,453.087323 | 6.482009 | 326.125482 | 347.824328 | 13.997466 | 42.290535 | 4.90387 | 0 |
7.739326 | 207.764326 | 30,412.372331 | 7.813967 | 289.413636 | 273.697139 | 19.113382 | 52.281104 | 3.645785 | 0 |
7.104595 | 201.627117 | 18,093.972162 | 8.474123 | 361.629187 | 348.732937 | 8.582461 | 49.382684 | 4.763058 | 0 |
6.988206 | 144.209535 | 33,357.515863 | 6.771945 | null | 409.006788 | 17.880332 | 54.111785 | 1.899683 | 0 |
7.869782 | 184.066169 | 18,608.656297 | 7.411035 | null | 364.577603 | 17.580726 | 0.738 | 4.219576 | 0 |
8.859696 | 194.556482 | 20,231.517645 | 6.519659 | 332.349949 | 476.23171 | 17.889569 | 52.909071 | 4.575331 | 0 |
7.397544 | 184.840925 | 19,797.108543 | 8.422 | 387.190304 | 428.414784 | 13.143444 | 62.337976 | 3.947138 | 0 |
5.174896 | 205.519019 | 12,871.55122 | 7.099599 | 365.684401 | 501.19395 | 20.558672 | 77.123457 | 3.445028 | 0 |
null | 184.218245 | 32,328.538264 | 8.381231 | null | 452.890297 | 12.167905 | 79.937846 | 5.037492 | 0 |
5.470982 | 191.813046 | 36,435.793514 | 7.369649 | 323.120036 | 383.871055 | 15.881382 | 52.765049 | 3.84402 | 0 |
6.711815 | 232.206428 | 23,936.275332 | 6.619088 | null | 463.510297 | 13.911879 | 78.190897 | 3.413647 | 0 |
4.933106 | 162.184382 | 27,771.080134 | 7.757702 | 317.935411 | 493.304069 | 14.261743 | 77.142104 | 1.45 | 0 |
6.260892 | 188.061805 | 33,809.224701 | 8.141301 | 341.498044 | 522.301232 | 14.467501 | 47.050155 | 4.397386 | 0 |
7.693555 | 224.393037 | 21,856.145213 | 7.04144 | 275.27197 | 404.823921 | 12.848965 | 63.154905 | 2.750696 | 0 |
5.622807 | 194.463239 | 16,119.34019 | 6.907987 | 336.648207 | 408.459081 | 16.364724 | 76.631186 | 3.992957 | 0 |
6.174884 | 193.02796 | 23,006.242223 | 8.098312 | 340.253354 | 297.112621 | 13.475158 | 78.325227 | 3.623298 | 0 |
5.039407 | 194.40417 | 19,336.608073 | 7.194765 | 339.232126 | 515.807182 | 10.728669 | 61.129517 | 3.126956 | 0 |
7.756939 | 219.576215 | 16,478.071433 | 6.950541 | null | 362.74922 | 13.054672 | 82.101 | 3.870339 | 0 |
9.809996 | 139.118703 | 16,819.423179 | 7.791982 | 361.028039 | 438.179247 | 10.951138 | 34.537409 | 5.538201 | 0 |
8.479593 | 200.765679 | 14,901.808144 | 7.379506 | null | 485.093167 | 16.806347 | 53.13417 | 4.221266 | 0 |
8.862868 | 181.665398 | 17,465.095886 | 7.131704 | 356.48189 | 529.086003 | 15.430418 | 60.606603 | 5.758676 | 0 |
6.155739 | 166.29292 | 30,284.494869 | 8.995896 | null | 351.626734 | 17.404754 | 75.336207 | 3.685976 | 0 |
7.287286 | 219.695123 | 18,085.502818 | 6.010569 | 277.329713 | 406.564794 | 16.136766 | 53.677449 | 3.504265 | 0 |
9.065894 | 164.674803 | 20,260.403692 | 7.588175 | 304.567537 | 408.90127 | 10.1785 | 84.723107 | 4.299503 | 0 |
9.314522 | 203.34165 | 23,087.217659 | 6.437071 | 297.566764 | 373.044172 | 16.402773 | 79.163456 | 3.09294 | 0 |
9.759938 | 182.7508 | 19,945.368306 | 6.719257 | null | 343.596958 | 19.863354 | 85.702564 | 5.381746 | 0 |
7.985406 | 200.134697 | 17,583.080335 | 6.771729 | 296.569823 | 377.584203 | 10.289288 | 66.890747 | 4.752452 | 0 |
8.108351 | 202.510194 | 26,730.192613 | 8.395129 | 323.951805 | 368.454991 | 17.337091 | null | 4.753358 | 0 |
8.243091 | 214.53299 | 29,461.02377 | 8.31513 | null | 514.490012 | 16.301765 | 90.075909 | 3.550717 | 0 |
10.28938 | 162.780252 | 18,869.21209 | 6.906497 | 344.18761 | 585.679589 | 18.857141 | 74.293779 | 3.500167 | 0 |
3.989032 | 216.076138 | 40,175.206091 | 7.487423 | 309.800796 | 399.047181 | 11.186739 | 86.957464 | 4.409414 | 0 |
null | 209.531697 | 44,982.734155 | 8.898024 | null | 349.385235 | 15.653299 | null | 3.832479 | 0 |
8.519639 | 190.994957 | 14,578.961311 | 6.602693 | null | 498.533578 | 11.316601 | 57.181588 | 3.427251 | 0 |
null | 169.547411 | 20,004.733628 | 6.437675 | null | 349.865036 | 11.332518 | 41.703766 | 3.882004 | 0 |
null | 223.376684 | 20,992.281677 | 7.760408 | 340.365755 | 332.487993 | 18.085385 | 61.016455 | 4.647782 | 0 |
4.495358 | 234.191916 | 14,080.833709 | 6.340682 | 296.31422 | 382.408074 | 17.353545 | 59.004349 | 4.9629 | 0 |
null | 193.09126 | 17,777.100086 | 6.087949 | null | 543.114953 | 10.717588 | null | 3.878664 | 0 |
5.620533 | 226.987836 | 27,852.097439 | 6.521471 | 309.228091 | 414.061545 | 16.932911 | 78.439251 | 3.439476 | 0 |
8.552994 | 199.599784 | 10,452.724414 | 6.587933 | null | 316.257513 | 23.042376 | 45.253715 | 3.108674 | 0 |
null | 216.237975 | 20,886.786563 | 7.32637 | 303.498672 | 269.817539 | 15.25278 | 104.682553 | 3.860348 | 0 |
10.209956 | 148.379235 | 18,413.09682 | 7.407967 | 390.619013 | 410.568172 | 15.103624 | 89.178485 | 4.112598 | 0 |
null | 205.233634 | 21,829.273148 | 6.677057 | 331.67465 | 338.567758 | 15.566655 | 56.608679 | 2.545631 | 0 |
6.588208 | 179.699151 | 35,263.612399 | 7.445343 | null | 527.449342 | 16.149315 | 81.50347 | 3.972256 | 0 |
8.558389 | 198.888868 | 8,535.402956 | 4.796666 | 321.403477 | 453.571163 | 14.351624 | 74.326204 | 3.946228 | 0 |
8.426906 | 159.690251 | 19,576.530381 | 7.664375 | 344.14513 | 390.6909 | 17.747037 | 53.631504 | 4.244514 | 0 |
7.207539 | 174.805168 | 15,796.399698 | 6.954041 | null | 555.596211 | 14.171164 | 60.53127 | 4.295189 | 0 |
10.22769 | 225.919118 | 9,546.129215 | 5.899676 | 313.987343 | 372.532752 | 15.284291 | 61.258046 | 4.78633 | 0 |
11.390543 | 145.341937 | 16,175.221944 | 6.613865 | null | 553.488923 | 12.091189 | 69.736231 | 2.277359 | 0 |
null | 199.383091 | 5,576.628297 | 4.998844 | 341.088342 | 388.249299 | 10.745154 | 50.747474 | 3.216414 | 0 |
6.580043 | 220.575466 | 27,668.485719 | 6.198069 | null | 474.627691 | 11.470226 | 53.508043 | 4.756446 | 0 |
10.817831 | 141.488391 | 23,989.990151 | 7.962066 | 389.392897 | 361.632055 | 14.908725 | 57.164556 | 3.590841 | 0 |
5.093675 | 251.31378 | 30,245.956975 | 6.71883 | 267.026093 | 271.630738 | 14.882428 | 70.778408 | 4.552571 | 0 |
5.264284 | 142.534126 | 25,556.053128 | 6.600787 | 416.262799 | 443.759231 | 7.491362 | 72.879848 | 5.10024 | 0 |
7.971299 | 151.03293 | 29,827.793969 | 7.662154 | 405.829894 | 376.912212 | 19.382739 | 78.160133 | 2.43914 | 0 |
8.350351 | 239.816005 | 17,177.788783 | 6.108947 | 272.844715 | 294.876056 | 10.603467 | 62.852749 | 3.507228 | 0 |
null | 184.614848 | 22,289.727086 | 7.167405 | 392.462199 | 409.490999 | 12.215588 | 63.904256 | 3.351767 | 0 |
4.032061 | 200.067973 | 14,720.544829 | 6.482679 | null | 519.21337 | 16.600777 | 77.29394 | 4.814235 | 0 |
2.128531 | 192.696422 | 24,905.284521 | 7.75777 | 383.519892 | 473.550065 | 14.286493 | 56.34783 | 3.842109 | 0 |
9.842056 | 217.896772 | 6,785.145303 | 6.028898 | 333.073546 | 432.332406 | 12.365538 | 45.822004 | 4.179198 | 0 |
7.664628 | 150.66721 | 33,918.040823 | 8.746295 | 406.476119 | 436.335622 | 15.21693 | null | 3.487407 | 0 |
null | 233.993172 | 27,197.302441 | 7.297453 | 301.848786 | 490.766191 | 16.02278 | 58.524667 | 3.198344 | 0 |
7.26032 | 194.247742 | 8,127.071254 | 6.674032 | 394.555835 | 312.349017 | 16.005022 | 65.02396 | 4.282315 | 0 |
9.537879 | 200.557507 | 20,044.206252 | 7.07869 | 303.919341 | 335.554803 | 16.636174 | 71.309022 | 3.024557 | 0 |
1.985383 | 216.480025 | 23,039.328505 | 6.769268 | 344.014256 | 341.078379 | 11.498237 | 78.733441 | 3.923093 | 0 |
7.248991 | 184.071034 | 33,123.44298 | 7.186173 | 322.365661 | 345.356576 | 15.164134 | 68.847544 | 4.25598 | 0 |
6.968209 | 178.217311 | 39,995.186272 | 8.930689 | 337.06495 | 393.676958 | 14.243374 | 75.375743 | 3.632644 | 0 |
6.150553 | 212.819377 | 15,017.747281 | 5.544436 | 319.494952 | 279.447066 | 12.850506 | 75.028793 | 4.810537 | 0 |
6.300756 | 179.452792 | 25,668.198954 | 8.931531 | 341.493024 | 458.835406 | 14.062956 | null | 5.708112 | 0 |
6.9208 | 218.098612 | 13,477.381586 | 5.659837 | null | 302.412374 | 11.054578 | 61.933779 | 4.915733 | 0 |
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