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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 |
|---|---|---|---|---|---|---|---|---|---|
null | 233.020134 | 27,071.118618 | 6.220936 | 298.112645 | 357.119622 | 16.768945 | 51.284401 | 4.284879 | 0 |
null | 220.552524 | 28,135.076838 | 7.978098 | 307.652451 | 421.464253 | 17.532298 | 86.848098 | 3.56957 | 0 |
9.836031 | 230.471922 | 16,103.360549 | 5.599314 | null | 300.062487 | 14.383718 | 61.939297 | 4.219118 | 0 |
8.719764 | 219.778898 | 30,681.120258 | 7.268765 | 340.91849 | 481.853415 | 9.151209 | 50.178596 | 2.887725 | 0 |
7.009602 | 220.561996 | 18,628.696825 | 6.78168 | null | 397.996103 | 14.808674 | 77.763534 | 3.121945 | 0 |
6.492639 | 172.86396 | 14,625.561363 | 7.73657 | 349.404057 | 652.537592 | 10.212058 | 56.949724 | 4.66777 | 0 |
7.814524 | 180.347308 | 17,516.699362 | 7.489006 | 352.277029 | 370.011373 | 14.28932 | 80.882425 | 2.9017 | 0 |
9.652563 | 205.206059 | 8,508.15373 | 4.945417 | 386.541185 | 392.767453 | 12.446539 | 53.898037 | 3.19257 | 0 |
8.007541 | 151.736322 | 8,864.68648 | 11.251507 | null | 447.484361 | 12.412691 | null | 5.250173 | 0 |
null | 170.550088 | 17,561.272836 | 8.32021 | 349.291954 | 374.463848 | 10.989146 | 73.701449 | 3.716659 | 0 |
null | 204.734998 | 33,798.108956 | 6.578161 | null | 426.080522 | 13.940221 | 69.051662 | 3.845127 | 0 |
7.386838 | 189.595814 | 29,122.696997 | 8.420763 | 321.567764 | 458.044171 | 17.196943 | 56.769915 | 4.816705 | 0 |
5.49758 | 204.68287 | 29,493.422967 | 7.60413 | 323.608786 | 476.844459 | 16.672415 | 83.413838 | 5.060115 | 0 |
6.057828 | 230.717693 | 44,868.458368 | 6.443392 | null | 397.236784 | 14.037903 | 76.701609 | 3.292249 | 0 |
null | 222.821213 | 23,879.226757 | 5.082357 | null | 382.757966 | 15.856062 | 66.270477 | 4.235174 | 0 |
6.268953 | 185.706647 | 24,769.511394 | 6.717666 | 318.227942 | 534.540837 | 13.628865 | 69.13922 | 4.674496 | 0 |
null | 190.929256 | 20,661.411063 | 10.175484 | 299.345576 | 471.06264 | 9.225985 | 60.023523 | 4.96915 | 0 |
6.284985 | 196.775056 | 29,213.620386 | 8.528793 | 334.477795 | 574.540671 | 11.095893 | null | 5.703288 | 0 |
9.043096 | 181.566663 | 8,273.591971 | 6.701042 | null | 372.551219 | 9.762361 | 65.216338 | 4.008499 | 0 |
8.523062 | 201.608493 | 24,207.298027 | 7.220716 | null | 436.62599 | 15.740639 | 63.310503 | 5.112376 | 0 |
null | 183.464853 | 19,998.859019 | 7.151889 | 337.539533 | 294.846802 | 10.088668 | 66.299162 | 4.18332 | 0 |
null | 193.400268 | 30,630.759939 | 6.873568 | 342.19324 | 430.3956 | 17.446818 | 49.883653 | 2.913048 | 0 |
4.029053 | 203.386857 | 42,327.168016 | 8.550483 | 279.675256 | 503.732428 | 13.758836 | 46.384064 | 4.179656 | 0 |
6.412707 | 204.358097 | 32,333.841542 | 5.204084 | 345.7175 | 389.215295 | 11.14504 | 91.204867 | 5.014145 | 0 |
6.276295 | 184.952057 | 28,653.472342 | 6.519435 | 335.257777 | 470.429676 | 11.198483 | null | 4.342759 | 0 |
7.648878 | 188.506977 | 22,510.97507 | 8.617208 | null | 393.293539 | 12.854519 | 73.313503 | 4.953534 | 0 |
5.548182 | 204.259899 | 39,997.783697 | 7.027226 | 319.202935 | 431.972429 | 15.400396 | 41.952292 | 3.94546 | 0 |
null | 216.675619 | 17,870.315246 | 6.613387 | 338.415939 | 438.132104 | 15.44149 | 83.272736 | 2.60496 | 0 |
7.468617 | 240.345305 | 36,701.974347 | 4.536413 | 339.221351 | 453.211366 | 16.106515 | 67.952496 | 3.384179 | 0 |
null | 179.149447 | 21,051.365376 | 8.887846 | 296.94907 | 418.269806 | 18.800516 | 92.096 | 3.764704 | 0 |
7.91815 | 214.186611 | 23,823.492888 | 7.290878 | 341.173322 | 411.424483 | 19.585002 | 25.057375 | 4.028958 | 0 |
null | 191.764256 | 10,830.801245 | 6.362889 | null | 492.200309 | 17.291645 | 43.272545 | 4.266775 | 0 |
null | 181.374651 | 14,579.822073 | 5.435058 | null | 308.792515 | 9.545092 | 60.214647 | 4.161749 | 0 |
5.433242 | 201.781246 | 31,157.110167 | 7.286392 | 304.425275 | 451.557178 | 10.842095 | 87.634013 | 3.675718 | 0 |
8.339512 | 202.201624 | 21,295.749879 | 5.618116 | null | 428.950329 | 15.491387 | 81.315327 | 4.827704 | 0 |
6.715719 | 195.190599 | 19,966.744697 | 7.744696 | 354.208923 | 411.795503 | 17.323081 | 67.981741 | 2.443008 | 0 |
6.098012 | 211.45401 | 39,352.775838 | 6.212191 | null | 488.141313 | 11.79184 | 46.928041 | 4.590617 | 0 |
6.576845 | 156.221768 | 12,772.09575 | 9.759898 | 341.749378 | 418.972467 | 10.382253 | 78.30518 | 3.771314 | 0 |
4.681099 | 220.476126 | 38,748.411346 | 4.652514 | 306.45119 | 442.530508 | 10.94127 | null | 4.12575 | 0 |
8.151215 | 219.56005 | 13,699.680708 | 3.804428 | null | 460.528736 | 14.951295 | 79.634261 | 3.523981 | 0 |
null | 226.548354 | 13,584.490338 | 4.190696 | 374.157621 | 335.378212 | 9.147436 | 82.864929 | 2.364559 | 0 |
null | 220.836035 | 27,319.56903 | 4.507102 | 329.997188 | 463.965168 | 13.986735 | null | 5.666547 | 0 |
5.66969 | 194.130069 | 20,081.537954 | 6.778104 | null | 403.98992 | 18.284807 | null | 3.592133 | 0 |
6.624944 | 185.410933 | 16,360.566298 | 9.472845 | 320.846507 | 458.923977 | 12.488007 | 40.959974 | 3.546696 | 0 |
8.273644 | 188.160751 | 11,120.701046 | 7.410891 | 346.319774 | 344.154965 | 15.314879 | 89.44685 | 3.331584 | 0 |
null | 241.895515 | 25,717.936178 | 4.239997 | 369.541143 | 474.93747 | 15.306063 | 48.374212 | 4.306218 | 0 |
null | 221.620058 | 11,954.70073 | 6.657053 | null | 391.238714 | 12.961433 | null | 3.282061 | 0 |
10.509669 | 213.876873 | 16,786.925406 | 6.62422 | null | 411.216978 | 16.590932 | 67.745515 | 3.505079 | 0 |
5.171434 | 207.280531 | 44,612.751358 | 7.287925 | 300.254258 | 552.90759 | 12.723725 | 52.237736 | 2.949432 | 0 |
6.964198 | 193.75328 | 27,408.499332 | 10.184605 | 307.694522 | 302.940433 | 15.88965 | 78.076738 | 2.395683 | 0 |
6.548797 | 205.168161 | 13,584.900245 | 3.777648 | null | 327.967343 | 15.627514 | 51.850366 | 4.197305 | 0 |
6.555439 | 195.157976 | 15,405.496481 | 2.750837 | null | 436.278076 | 10.855263 | null | 3.79204 | 0 |
9.042583 | 221.320184 | 14,149.499829 | 5.325853 | 366.668408 | 377.857959 | 13.008443 | 87.896166 | 4.34844 | 0 |
5.970579 | 202.74552 | 19,952.30947 | 7.872038 | 311.188185 | 412.038922 | 18.632142 | 73.166338 | 5.013281 | 0 |
6.273806 | 191.850396 | 15,130.154368 | 5.112751 | 349.94953 | 538.203713 | 12.383597 | 52.097687 | 4.510405 | 0 |
6.604008 | 212.978467 | 23,564.579663 | 6.608205 | 325.35386 | 430.332754 | 14.352905 | 33.403048 | 4.458967 | 0 |
7.143942 | 153.236364 | 11,553.039281 | 8.444687 | 329.404457 | 278.483266 | 11.266886 | 81.718413 | 3.79284 | 0 |
8.116447 | 208.689153 | 23,985.864422 | 7.51387 | 346.423787 | 436.290552 | 9.612293 | 67.381157 | 2.934697 | 0 |
7.665188 | 209.997246 | 22,993.72935 | 5.543901 | 343.49422 | 417.738988 | 7.750607 | 63.551822 | 2.707129 | 0 |
5.555353 | 154.300684 | 20,503.430055 | 9.644997 | 313.470297 | 355.206968 | 18.46869 | 75.140362 | 4.536146 | 0 |
7.543931 | 192.234541 | 24,227.961139 | 7.241343 | 336.15105 | 369.427699 | 18.188873 | 70.588507 | 3.703191 | 1 |
null | 218.573548 | 11,724.623315 | 7.565407 | 296.43054 | 452.727691 | 14.665704 | 51.261827 | 3.561398 | 1 |
7.340171 | 210.118813 | 12,810.42316 | 8.867294 | 309.661578 | 412.706558 | 12.389229 | 73.513321 | 3.91914 | 1 |
10.015189 | 210.126717 | 9,064.035831 | 7.198432 | 363.56182 | 324.647909 | 10.213058 | 92.643892 | 3.846548 | 1 |
null | 188.743562 | 19,037.462638 | 6.034236 | null | 388.065857 | 15.149068 | 78.499418 | 2.723651 | 1 |
7.846463 | 233.976579 | 6,670.659354 | 6.844526 | null | 545.310659 | 16.536216 | 67.48409 | 3.885624 | 1 |
null | 155.675777 | 52,060.2268 | 2.577555 | 365.080963 | 323.001036 | 14.166602 | 48.254307 | 2.000757 | 1 |
6.334163 | 197.482326 | 23,460.821381 | 6.121464 | 303.550324 | 399.563786 | 18.822216 | 62.222875 | 4.03883 | 1 |
9.616096 | 221.759818 | 12,538.974026 | 9.089531 | null | 441.881005 | 13.808375 | null | 2.946644 | 1 |
null | 186.595255 | 29,496.910157 | 8.117748 | 378.430501 | 616.175243 | 14.96278 | 65.444563 | 2.475284 | 1 |
8.892998 | 224.078183 | 22,960.180644 | 8.982036 | 274.689459 | 466.24548 | 9.693049 | 59.577212 | 3.619133 | 1 |
null | 195.836573 | 14,563.682649 | 9.315977 | null | 289.660586 | 9.184401 | 49.54012 | 3.957012 | 1 |
8.14143 | 211.794267 | 15,494.359837 | 9.450414 | null | 363.129353 | 15.40339 | 54.490733 | 4.350922 | 1 |
8.165715 | 203.419331 | 16,925.012297 | 5.574342 | 337.252325 | 527.912544 | 18.361436 | 60.393548 | 3.920116 | 1 |
4.931958 | 164.666769 | 31,155.540218 | 7.411483 | 383.782626 | 506.531414 | 14.980034 | 69.249229 | 5.045983 | 1 |
8.977822 | 198.996287 | 20,225.642923 | 7.569518 | 352.685843 | 492.097825 | 19.621923 | 64.177232 | 3.2 | 1 |
7.372612 | 220.387164 | 17,606.885689 | 9.426339 | 274.206804 | 551.145207 | 14.826441 | 67.305421 | 3.182521 | 1 |
9.10733 | 202.514711 | 24,678.329289 | 5.575906 | 334.717335 | 467.110762 | 12.937329 | 46.935252 | 4.49214 | 1 |
4.168248 | 164.351289 | 23,863.716864 | 8.593819 | null | 547.466831 | 13.843494 | 71.046735 | 2.804525 | 1 |
7.806909 | 216.473169 | 21,299.318657 | 6.217597 | null | 524.079706 | 13.895631 | 83.146999 | 5.127911 | 1 |
6.704635 | 230.76694 | 9,727.761716 | 5.943695 | 223.235816 | 405.761571 | 12.826509 | 74.385199 | 3.422179 | 1 |
3.623166 | 156.898917 | 26,738.525361 | 5.023143 | 388.752253 | 388.75262 | 17.196012 | 63.56487 | 5.370206 | 1 |
7.966857 | 186.353361 | 21,440.738848 | 7.832474 | 393.767046 | 461.356227 | 13.91387 | 86.121811 | 5.115431 | 1 |
4.595608 | 204.85966 | 13,891.03853 | 6.371345 | null | 631.822078 | 11.42091 | 70.449003 | 3.97892 | 1 |
null | 204.669047 | 12,874.444637 | 5.071164 | 324.701293 | 402.619286 | 16.64248 | 64.846749 | 4.058942 | 1 |
3.994498 | 179.454192 | 18,682.277139 | 6.464793 | 331.145621 | 538.174959 | 13.91682 | null | 3.379147 | 1 |
8.907987 | 202.461211 | 33,653.761963 | 5.431879 | 330.827133 | 426.186565 | 18.759902 | 79.370621 | 4.641259 | 1 |
5.898726 | 198.31002 | 21,148.241905 | 9.1249 | 326.254282 | 312.388586 | 13.042948 | 74.311619 | 4.899815 | 1 |
9.514627 | 215.725527 | 16,553.562437 | 7.547859 | 321.776213 | 453.91849 | 9.640241 | 57.865423 | 2.645036 | 1 |
8.842464 | 229.964422 | 7,839.31876 | 10.50881 | 278.428265 | 370.085153 | 15.790977 | 77.166619 | 4.576729 | 1 |
7.721078 | 208.438593 | 17,248.618742 | 7.68537 | 286.403522 | 269.013635 | 11.757348 | 56.884528 | 3.223951 | 1 |
9.089421 | 208.91472 | 32,238.077782 | 6.895014 | 321.080465 | 449.259976 | 12.514641 | 89.213074 | 4.430116 | 1 |
1.757037 | 147.581831 | 41,538.24273 | 7.728177 | 376.012933 | 428.444823 | 10.828696 | 65.00584 | 2.967554 | 1 |
7.725192 | 213.951328 | 20,461.759043 | 5.340319 | null | 338.214258 | 17.032466 | 58.587459 | 4.163326 | 1 |
6.729191 | 178.493632 | 31,991.958747 | 5.63294 | null | 341.774778 | 14.805198 | 64.129155 | 5.112254 | 1 |
5.085429 | 173.565971 | 33,455.240995 | 6.033247 | 351.271267 | 507.476249 | 17.795957 | 62.466135 | 3.961731 | 1 |
9.545271 | 212.046391 | 25,189.830622 | 6.203869 | 316.567319 | 498.266959 | 20.051519 | 52.901127 | 4.983903 | 1 |
null | 182.533978 | 20,049.242099 | 8.480468 | 330.127869 | 328.700961 | 12.332288 | 79.78478 | 3.693511 | 1 |
6.246264 | 163.218038 | 26,408.881768 | 6.02967 | 429.022312 | 509.956864 | 23.569645 | 19.175175 | 5.044455 | 1 |
7.376449 | 168.750007 | 37,191.114141 | 4.184943 | null | 439.312853 | 15.900985 | 63.334895 | 5.767355 | 1 |
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