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ph
float64 | Hardness
float64 | Solids
float64 | Chloramines
float64 | Sulfate
float64 | Conductivity
float64 | Organic_carbon
float64 | Trihalomethanes
float64 | Turbidity
float64 | Potability
int64 |
|---|---|---|---|---|---|---|---|---|---|
5.225684 | 185.050444 | 16,276.398604 | 6.617098 | null | 394.634868 | 7.817812 | 89.052588 | 3.695747 | 1 |
5.189414 | 171.238926 | 12,289.900922 | 10.7865 | 301.230848 | 501.559725 | 12.284334 | 54.473935 | 4.876273 | 0 |
3.800431 | 111.246412 | 14,904.940387 | 7.729645 | 418.559347 | 382.22437 | 15.872221 | null | 4.473976 | 1 |
5.936057 | 222.922307 | 18,061.697568 | 9.982724 | 421.722024 | 323.499231 | 14.298521 | 51.868885 | 3.940282 | 1 |
7.888425 | 269.572913 | 15,761.871366 | 8.173475 | null | 490.895109 | 7.025536 | 78.502271 | 2.998066 | 1 |
6.110545 | 166.637305 | 21,319.794397 | 7.681245 | 311.253565 | 340.630642 | 13.623813 | 95.49468 | 6.064559 | 0 |
5.584087 | 188.313324 | 28,748.687739 | 7.544869 | 326.678363 | 280.467916 | 8.399735 | 54.917862 | 2.559708 | 0 |
null | 183.464853 | 19,998.859019 | 7.151889 | 337.539533 | 294.846802 | 10.088668 | 66.299162 | 4.18332 | 0 |
7.657542 | 230.820008 | 35,056.232234 | 7.656807 | 364.130141 | 305.629409 | 18.481396 | 72.205075 | 4.792527 | 1 |
6.788292 | 182.036895 | 25,661.360539 | 6.939853 | 352.344929 | 419.895888 | 11.835382 | 71.436038 | 4.255948 | 1 |
5.335689 | 178.640119 | 37,993.182755 | 9.772522 | 343.258359 | 465.072796 | 14.834257 | 65.326531 | 3.921976 | 1 |
7.154736 | 198.147326 | 32,680.977991 | 8.972661 | 283.108492 | 531.602634 | 19.806287 | 81.926826 | 4.629956 | 1 |
6.607503 | 231.565799 | 26,420.809564 | 9.57782 | 418.240943 | 443.315775 | 15.671203 | 61.364421 | 3.447111 | 1 |
6.816417 | 237.269505 | 24,170.274894 | 8.706012 | 349.772176 | 477.023965 | 16.57406 | 92.945757 | 4.274738 | 1 |
6.143018 | 147.471973 | 34,865.324634 | 3.684463 | 285.455102 | 475.445268 | 20.939359 | 54.19852 | 5.370403 | 1 |
7.296909 | 149.079496 | 15,931.429226 | 6.550096 | 276.013273 | 367.904802 | 14.723055 | 62.634449 | 4.671448 | 1 |
9.370697 | 157.719364 | 15,106.308647 | 7.762862 | 316.391974 | 424.915677 | 15.645998 | 108.213981 | 4.380797 | 1 |
6.817608 | 219.337429 | 27,548.614177 | 6.298121 | 340.937614 | 530.710026 | 19.486791 | 68.568791 | 3.048292 | 1 |
10.50476 | 143.767498 | 31,320.245588 | 7.728505 | 402.953533 | 491.216033 | 12.003832 | 75.641708 | 4.681366 | 0 |
6.682097 | 228.303186 | 7,705.298605 | 5.94735 | 363.536984 | 254.392306 | 13.14044 | 64.783954 | 3.449829 | 1 |
6.373288 | 180.958905 | 17,502.879442 | 6.471639 | 367.73252 | 411.58131 | 11.598646 | null | 4.538109 | 1 |
7.296573 | 197.646951 | 22,535.085158 | 9.2882 | 323.449054 | 353.062907 | 6.039669 | 82.536173 | 4.679169 | 1 |
6.145243 | 213.175589 | 20,417.264416 | 6.243743 | null | 435.376529 | 23.514774 | 81.299133 | 4.09094 | 0 |
6.744064 | 158.534831 | 16,304.528919 | 7.133913 | null | 514.748524 | 9.333898 | 38.54231 | 3.534126 | 0 |
9.567823 | 173.111498 | 38,787.462705 | 5.15 | 444.970552 | 492.411524 | 12.904221 | 48.481477 | 4.197919 | 1 |
7.800421 | 210.670304 | 19,873.300918 | 7.284676 | null | 448.595641 | 7.024747 | 55.803503 | 3.34591 | 1 |
7.466558 | 212.81603 | 16,679.673622 | 5.436264 | 366.601344 | 358.909589 | 6.13421 | 46.655429 | 4.991675 | 1 |
7.266781 | 178.25771 | 27,468.681707 | 6.043959 | 314.390628 | 400.624987 | 13.665328 | 87.131873 | 3.919827 | 1 |
6.552279 | 190.547678 | 15,362.452383 | 6.928597 | 356.317975 | 353.063659 | 14.89621 | null | 3.443385 | 0 |
6.091383 | 192.121052 | 17,279.962198 | 8.927043 | null | 413.248334 | 12.739818 | 85.027034 | 5.07552 | 0 |
7.806909 | 216.473169 | 21,299.318657 | 6.217597 | null | 524.079706 | 13.895631 | 83.146999 | 5.127911 | 1 |
null | 138.525712 | 17,905.480019 | 7.929303 | 399.503611 | 485.423179 | 17.667366 | 36.058262 | 5.437429 | 1 |
6.804796 | 223.995701 | 17,196.054711 | 7.112622 | 374.309131 | 344.718314 | 15.457383 | 60.151346 | 4.847313 | 1 |
9.462666 | 225.399307 | 12,224.624604 | 2.981379 | 387.09872 | 485.697274 | 13.204394 | 62.297699 | 2.850184 | 0 |
8.977822 | 198.996287 | 20,225.642923 | 7.569518 | 352.685843 | 492.097825 | 19.621923 | 64.177232 | 3.2 | 1 |
6.114332 | 178.446286 | 30,606.223593 | 5.568042 | 260.771026 | 472.255403 | 16.711471 | 46.552618 | 3.68041 | 1 |
5.470802 | 213.160478 | 18,295.370921 | 6.043395 | null | 317.948459 | 13.789267 | 49.642451 | 2.962852 | 1 |
8.628301 | 185.926723 | 31,548.006464 | 7.079462 | null | 342.355697 | 18.248368 | 62.188687 | 5.100858 | 1 |
6.707686 | 199.285374 | 17,435.340206 | 6.809945 | null | 454.73241 | 14.58729 | 81.378451 | 3.822669 | 1 |
7.814524 | 180.347308 | 17,516.699362 | 7.489006 | 352.277029 | 370.011373 | 14.28932 | 80.882425 | 2.9017 | 0 |
6.418203 | 173.446214 | 19,617.308494 | 7.396472 | 321.86525 | 391.667466 | 18.453951 | 46.345864 | 2.670977 | 1 |
5.667651 | 229.928367 | 16,953.898736 | 8.774306 | 293.57425 | 554.120536 | 14.254641 | 54.436702 | 3.633214 | 1 |
null | 204.240569 | 14,665.404798 | 8.58132 | 360.388798 | 359.622187 | 15.163179 | 58.945605 | 4.377502 | 0 |
7.682762 | 211.663852 | 12,723.342101 | 6.672341 | 380.945603 | 360.107441 | 14.175317 | 69.949675 | 5.044306 | 0 |
6.750761 | 207.254505 | 23,642.992597 | 7.691012 | 293.78304 | 446.696939 | 6.000391 | 30.900815 | 2.777726 | 1 |
4.328283 | 192.166324 | 30,592.548831 | 7.425894 | 327.303365 | 543.716029 | 11.186939 | 72.5664 | 3.708526 | 0 |
6.581083 | 217.538504 | 24,480.671795 | 5.837152 | 310.63291 | 476.458667 | 11.434239 | 48.55191 | 3.51137 | 0 |
8.275796 | 163.355961 | 22,013.964905 | 5.742829 | 307.667123 | 351.631315 | 20.057619 | 78.501492 | 4.72134 | 1 |
6.897923 | 173.390928 | 16,616.516617 | 6.352934 | 329.339768 | 337.436088 | 12.446976 | 60.159413 | 4.490105 | 1 |
7.846058 | 224.058877 | 23,264.109968 | 5.922367 | 300.40262 | 387.971336 | 13.406737 | 43.075186 | 2.487969 | 0 |
8.37291 | 169.087052 | 14,622.745494 | 7.547984 | null | 464.525552 | 11.083027 | 38.435151 | 4.906358 | 1 |
null | 219.074646 | 31,044.73818 | 6.772327 | 263.900538 | 411.471151 | 16.208928 | 70.852672 | 1.984615 | 0 |
8.264091 | 216.551887 | 23,556.934353 | 5.830685 | 333.500538 | 450.857491 | 8.66772 | 39.804179 | 3.410511 | 1 |
8.007541 | 151.736322 | 8,864.68648 | 11.251507 | null | 447.484361 | 12.412691 | null | 5.250173 | 0 |
7.875895 | 226.284788 | 12,710.249452 | 7.303127 | 346.403258 | 445.374147 | 6.063462 | 63.128044 | 4.238589 | 0 |
7.895769 | 168.724047 | 28,723.617627 | 9.341475 | 353.976181 | 517.436676 | 11.992772 | 79.860552 | 4.391731 | 1 |
null | 185.755728 | 27,345.174288 | 8.932764 | null | 313.878771 | 13.420126 | 56.97485 | 4.407566 | 0 |
4.126529 | 125.474884 | 11,215.945902 | 5.366011 | 261.444798 | 445.241457 | 18.575921 | 86.433655 | 4.460201 | 0 |
7.397562 | 217.936799 | 24,502.155146 | 5.919099 | null | 426.003004 | 12.26315 | 49.502513 | 2.459337 | 0 |
5.913957 | 215.497882 | 13,086.643934 | 7.78475 | 334.686178 | 283.401406 | 14.68358 | 55.326369 | 5.648606 | 1 |
7.316805 | 217.522862 | 31,903.399812 | 9.865048 | 376.937972 | 425.9134 | 8.992754 | 69.50922 | 3.508373 | 0 |
4.077608 | 207.838048 | 18,194.95414 | 7.923974 | null | 288.365193 | 13.306692 | 35.824556 | 2.758659 | 0 |
8.029182 | 158.040398 | 19,663.469428 | 8.433448 | 283.270495 | 431.304716 | 20.696198 | 59.972929 | 4.388551 | 1 |
10.774318 | 163.095106 | 38,037.353074 | 7.602197 | 350.000236 | 477.723375 | 13.526522 | null | 3.229834 | 1 |
7.041665 | 178.285749 | 25,419.769498 | 6.772751 | 316.433854 | 388.339277 | 11.557097 | 73.25622 | 3.099746 | 1 |
5.646083 | 219.342932 | 22,455.695012 | 8.283758 | 386.03879 | 401.256292 | 16.650114 | 31.174039 | 3.938506 | 1 |
null | 186.595255 | 29,496.910157 | 8.117748 | 378.430501 | 616.175243 | 14.96278 | 65.444563 | 2.475284 | 1 |
9.014357 | 225.367519 | 49,009.924656 | 6.002653 | 296.630899 | 445.768812 | 16.254112 | 83.891129 | 4.549419 | 1 |
8.923981 | 135.938467 | 27,919.770666 | 12.363285 | null | 415.629484 | 11.949914 | 69.31488 | 4.155583 | 1 |
7.559852 | 244.294558 | 29,567.698929 | 8.64788 | null | 278.475586 | 10.046943 | 107.610806 | 4.550501 | 1 |
6.844142 | 184.393043 | 41,408.114822 | 6.459987 | null | 398.046804 | 13.166416 | 68.89062 | 3.412853 | 1 |
1.844538 | 233.764343 | 28,689.595778 | 7.724432 | null | 410.387264 | 15.611859 | 54.299444 | 5.013463 | 0 |
5.524297 | 157.142424 | 26,220.174214 | 6.344585 | 379.788376 | 475.342272 | 16.90318 | 51.106614 | 4.033391 | 0 |
9.802721 | 98.771644 | 27,357.456745 | 9.21815 | 323.199077 | 512.428731 | 14.168934 | 59.45444 | 2.764634 | 1 |
5.58247 | 172.331584 | 23,512.837957 | 8.011316 | 364.483422 | 452.080765 | 16.472045 | 95.045658 | 4.048113 | 0 |
6.12581 | 241.443535 | 8,810.89581 | 5.740321 | 369.022715 | 367.967943 | 16.816507 | 47.661727 | 4.953058 | 1 |
9.624727 | 217.37278 | 25,175.754158 | 9.883946 | 329.174454 | 394.054835 | 20.277571 | 85.840258 | 2.615257 | 1 |
9.578227 | 205.748742 | 33,080.588825 | 5.659848 | 356.698301 | 333.069911 | 16.984961 | 68.906088 | 3.419239 | 0 |
6.578084 | 214.146334 | 24,882.625163 | 5.071157 | null | 400.74316 | 14.018056 | 58.841906 | 4.890416 | 1 |
null | 188.610518 | 27,716.338723 | 5.6065 | 275.18224 | 520.587736 | 12.814604 | null | 4.398059 | 1 |
null | 279.232419 | 11,380.298636 | 8.586101 | 314.162602 | 467.628073 | 10.880028 | 68.975176 | 3.256275 | 0 |
6.657794 | 205.543176 | 18,844.037031 | 6.734228 | 363.39793 | 555.899038 | 8.006966 | 66.934782 | 3.868926 | 0 |
3.854618 | 131.396253 | 19,639.796002 | 7.753502 | 305.382914 | 456.512274 | 16.864722 | 81.526123 | 4.290435 | 0 |
null | 190.267367 | 15,255.115258 | 7.597688 | 366.192327 | 418.476742 | 13.312723 | 68.944888 | 3.796737 | 1 |
6.163519 | 185.790317 | 37,282.52249 | 8.240832 | null | 411.183589 | 16.162059 | 84.931402 | 3.477245 | 1 |
6.166348 | 210.086558 | 37,922.905616 | 6.760221 | null | 217.35833 | 12.289238 | 39.978096 | 4.816304 | 1 |
8.006373 | 116.725122 | 45,041.149139 | 5.165292 | null | 367.688991 | 13.425165 | 87.381981 | 2.396505 | 0 |
5.602159 | 264.573515 | 29,860.275777 | 7.014528 | null | 530.20476 | 16.03018 | 29.850948 | 4.067049 | 0 |
8.725393 | 213.610372 | 18,862.673054 | 8.670127 | 324.027106 | 396.22901 | 20.055737 | 96.59146 | 4.565542 | 0 |
9.055826 | 196.475899 | 20,226.287945 | 5.838594 | 298.80356 | 342.359411 | 12.813634 | 84.279218 | 5.456913 | 0 |
10.202972 | 211.963404 | 21,708.949286 | 7.491895 | null | 395.140783 | 21.520593 | 62.65946 | 3.270904 | 0 |
4.961353 | 166.259962 | 22,229.23009 | 9.922078 | 295.131831 | 449.147191 | 12.001547 | 63.427979 | 3.902838 | 0 |
6.281904 | 160.306685 | 17,095.27007 | 6.730577 | 305.094 | 424.446185 | 14.374967 | 41.27983 | 4.45773 | 1 |
7.84588 | 193.785 | 13,769.860238 | 9.007161 | 343.620823 | 510.305603 | 13.767802 | 99.175595 | 3.667154 | 1 |
9.058628 | 155.357557 | 15,737.468938 | 7.251979 | 343.233977 | 463.389256 | 17.85447 | 83.175189 | 3.652134 | 1 |
5.613563 | 204.569366 | 16,615.908152 | 5.618949 | 316.099824 | 341.523672 | 15.173956 | 73.450164 | 3.465089 | 0 |
6.692532 | 200.404351 | 37,033.152091 | 4.727072 | 280.844916 | 376.672794 | 12.485257 | 57.818484 | 2.942115 | 1 |
null | 208.367046 | 22,444.090068 | 5.404248 | 338.06369 | 540.89954 | 9.980418 | 84.570083 | 3.594444 | 0 |
6.191241 | 231.322797 | 29,778.357877 | 4.381097 | 248.304391 | 488.954164 | 13.022135 | 54.060851 | 3.315071 | 1 |
9.540252 | 224.054582 | 31,683.864593 | 11.99429 | 315.359085 | 493.836379 | 19.093599 | 81.393722 | 3.329504 | 1 |
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