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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 |
|---|---|---|---|---|---|---|---|---|---|
7.700362 | 220.571796 | 29,432.208251 | 6.356294 | 322.750328 | 444.957618 | 13.027439 | 77.829802 | 3.786487 | 0 |
6.054607 | 228.198027 | 10,215.812417 | 5.983974 | 306.796862 | 441.4985 | 17.229149 | 65.340213 | 4.889163 | 0 |
4.221421 | 120.56013 | 34,370.197113 | 7.960888 | 411.58083 | 436.774598 | 14.395839 | 64.601468 | 4.278712 | 0 |
8.54589 | 255.324872 | 31,056.578782 | 3.619779 | null | 426.883367 | 13.782989 | 34.448293 | 5.036883 | 0 |
7.752176 | 182.064705 | 13,655.680653 | 6.817247 | 337.753776 | 328.217251 | 15.231129 | 92.255062 | 4.725507 | 0 |
5.58813 | 220.817522 | 8,730.312436 | 8.321897 | 300.220428 | 412.708557 | 6.478626 | 80.637806 | 3.165618 | 0 |
8.649869 | 178.588753 | 18,503.766525 | 7.24082 | 356.26308 | 329.504191 | 15.280653 | 83.783477 | 3.081681 | 0 |
7.899257 | 187.700654 | 32,210.816301 | 4.996763 | 320.532363 | 400.149806 | 19.873604 | 46.913342 | 4.448171 | 0 |
5.952268 | 136.890531 | 28,105.964887 | 7.330958 | 389.809746 | 423.963995 | 15.37378 | 68.969793 | 4.769768 | 0 |
8.040188 | 201.809216 | 11,861.550852 | 7.20031 | 300.398435 | 420.549219 | 7.168607 | 90.761776 | 3.221139 | 0 |
4.313219 | 191.119337 | 12,770.83183 | 8.231574 | 284.945949 | 499.854797 | 13.501271 | 76.443961 | 3.92359 | 0 |
6.707017 | 209.778805 | 14,794.4114 | 7.809292 | null | 553.644459 | 8.027568 | 78.23718 | 3.165632 | 0 |
5.853561 | 186.807751 | 19,790.856926 | 6.615781 | null | 489.796888 | 19.670703 | 65.040007 | 3.756874 | 0 |
8.817403 | 175.754971 | 23,173.31953 | 6.730861 | 367.154184 | 552.074544 | 7.733109 | 91.443356 | 3.864098 | 0 |
null | 171.43498 | 39,207.589248 | 4.71051 | 354.444609 | 381.685417 | 20.212088 | 97.418886 | 2.812504 | 0 |
null | 193.577157 | 19,671.351229 | 7.568897 | 342.673409 | 322.735685 | 18.511586 | 77.710307 | 3.481517 | 0 |
7.476408 | 246.184719 | 27,109.895609 | 9.791961 | 341.163631 | 339.729988 | 16.21768 | 77.603021 | 3.478194 | 0 |
7.691486 | 155.185319 | 36,578.223745 | 7.690728 | 405.169386 | 536.889589 | 16.214966 | 77.582051 | 4.042497 | 0 |
7.367372 | 176.33521 | 16,663.602507 | 8.062783 | null | 354.76494 | 10.682921 | 37.363371 | 3.817215 | 0 |
8.927906 | 188.054419 | 22,139.878848 | 4.252721 | 376.334566 | 438.515587 | 8.597973 | 92.828321 | 5.474355 | 0 |
5.621227 | 221.64944 | 11,123.886159 | 8.809433 | 314.871342 | 326.350873 | 19.312536 | 84.377323 | 3.440753 | 0 |
6.450645 | 201.596673 | 27,682.507446 | 5.655139 | 316.105892 | 573.033779 | 14.642709 | null | 5.241539 | 0 |
7.566517 | 205.396582 | 30,823.73049 | 7.816636 | 354.175972 | 395.297275 | 12.095251 | 63.767702 | 3.275142 | 0 |
6.115638 | 240.975156 | 15,765.786718 | 10.088345 | 339.40244 | 407.319539 | 21.305048 | 63.071597 | 3.723625 | 0 |
7.595229 | 188.373282 | 32,869.474408 | 6.745588 | 365.208692 | 326.627131 | 13.883329 | 73.43822 | 3.497604 | 0 |
null | 279.232419 | 11,380.298636 | 8.586101 | 314.162602 | 467.628073 | 10.880028 | 68.975176 | 3.256275 | 0 |
7.131222 | 165.90902 | 18,969.824888 | 7.690363 | null | 510.982329 | 16.427739 | 47.137 | 4.713193 | 0 |
7.399725 | 258.019947 | 18,535.046452 | 5.497159 | 339.838977 | 354.667312 | 14.979 | 73.008496 | 3.795124 | 0 |
7.00248 | 168.952591 | 20,518.555433 | 10.135987 | null | 457.646782 | 9.812921 | 56.921862 | 3.352436 | 0 |
5.345345 | 238.51023 | 10,315.353973 | 7.822601 | 281.771707 | 496.350875 | 12.624613 | 87.342833 | 2.362886 | 0 |
6.185951 | 174.796123 | 22,198.92942 | 7.608496 | null | 479.091845 | 13.744284 | 51.497112 | 5.205724 | 0 |
6.070091 | 161.530266 | 26,764.49443 | 6.241527 | null | 485.866258 | 18.78052 | 81.946106 | 4.699457 | 0 |
7.095569 | 196.734927 | 30,235.170803 | 5.984901 | 308.203694 | 453.954757 | 16.062739 | 31.55501 | 4.861276 | 0 |
null | 189.761654 | 16,737.108219 | 7.031424 | null | 410.479734 | 14.545465 | 60.140117 | 3.092817 | 0 |
3.928556 | 191.665998 | 17,328.161457 | 7.692417 | 306.479558 | 406.085614 | 9.578602 | 45.480738 | 5.060836 | 0 |
6.352973 | 244.846717 | 13,858.703936 | 9.179442 | null | 403.560482 | 12.520126 | 59.046994 | 4.155495 | 0 |
5.999125 | 219.716109 | 19,345.791332 | 6.029641 | 264.285069 | 497.477151 | 16.381195 | 46.303523 | 5.046973 | 0 |
8.899588 | 208.106548 | 17,915.085972 | 4.793575 | 334.571785 | 381.159354 | 14.39874 | 48.299497 | 3.928614 | 0 |
7.375338 | 194.868083 | 28,767.757423 | 5.074146 | 349.985243 | 495.037067 | 14.247682 | 77.094234 | 5.127395 | 0 |
8.979323 | 184.309222 | 24,967.322998 | 6.264584 | 335.216928 | 485.583188 | 8.280181 | 63.944178 | 4.264944 | 0 |
8.532377 | 216.454108 | 30,268.421272 | 6.29897 | 330.978466 | 436.164975 | 11.8957 | 55.921827 | 2.380088 | 0 |
7.213537 | 176.640063 | 34,727.408564 | 5.162278 | 287.706912 | 332.199507 | 10.327476 | 77.261468 | 3.497481 | 0 |
null | 184.666891 | 14,368.128161 | 8.129912 | 334.753411 | 472.329995 | 16.073449 | 73.710218 | 4.58311 | 0 |
8.895574 | 107.383327 | 27,622.746268 | 6.16332 | 460.107069 | 444.929584 | 13.995136 | 78.348415 | 4.754235 | 0 |
6.582764 | 219.184814 | 21,961.526917 | 6.987978 | 348.900016 | 341.209936 | 15.178368 | 68.981966 | 3.66888 | 0 |
null | 204.240569 | 14,665.404798 | 8.58132 | 360.388798 | 359.622187 | 15.163179 | 58.945605 | 4.377502 | 0 |
null | 160.59576 | 49,125.360084 | 6.34439 | 409.501953 | 327.924561 | 14.407555 | 64.644993 | 3.287617 | 0 |
5.986594 | 275.886513 | 21,229.083313 | 8.94043 | null | 354.11186 | 11.783383 | 92.227733 | 5.051494 | 0 |
6.841221 | 166.67695 | 28,263.80372 | 7.115715 | 318.790202 | 532.184741 | 21.469491 | 78.227748 | 5.092365 | 0 |
null | 157.827352 | 21,716.423692 | 5.406394 | null | 478.998973 | 18.928979 | 80.202845 | 3.82577 | 0 |
7.146117 | 181.434419 | 33,266.571575 | 8.381738 | 373.197146 | 485.109215 | 15.46998 | 52.812932 | 4.775202 | 0 |
null | 237.705681 | 21,862.753609 | 8.961425 | 318.172687 | 434.388304 | 11.665329 | 59.775642 | 3.943291 | 0 |
7.507575 | 172.504021 | 18,328.695899 | 6.907736 | 351.418634 | 377.075133 | 10.678255 | 68.852196 | 3.703001 | 0 |
7.997176 | 214.819627 | 20,575.57316 | 6.191399 | 312.008094 | 513.540398 | 17.703104 | 70.291214 | 4.817668 | 0 |
5.174346 | 234.328569 | 11,746.607522 | 6.961265 | 314.9868 | 407.102302 | 13.77168 | 36.183536 | 3.689145 | 0 |
null | 191.150479 | 23,172.28151 | 7.132154 | 290.70917 | 365.140579 | 12.679501 | 69.074438 | 4.018447 | 0 |
6.479093 | 180.958667 | 28,165.87256 | 7.160084 | 371.405407 | 370.289838 | 16.942566 | null | 3.089597 | 0 |
7.811512 | 258.891601 | 20,911.904666 | 6.361756 | 289.142175 | 421.133035 | 9.63165 | 71.703227 | 4.54607 | 0 |
7.437217 | 242.729969 | 20,185.587156 | 6.121662 | 306.169251 | 413.655951 | 10.262778 | 64.529185 | 3.866875 | 0 |
7.953878 | 178.06655 | 18,677.279222 | 5.69954 | 368.21768 | 356.294341 | 18.638603 | 61.462807 | 2.860224 | 0 |
6.39657 | 243.724707 | 12,278.98528 | 6.794551 | null | 489.449305 | 17.638039 | null | 4.18825 | 0 |
null | 208.367046 | 22,444.090068 | 5.404248 | 338.06369 | 540.89954 | 9.980418 | 84.570083 | 3.594444 | 0 |
8.058136 | 191.277932 | 29,298.359492 | 6.129173 | 356.645254 | 278.502633 | 12.606204 | 65.511361 | 3.130609 | 0 |
null | 149.8389 | 20,283.783629 | 10.005871 | 383.113114 | 355.184935 | 17.003495 | 53.79972 | 2.028875 | 0 |
null | 220.985158 | 26,492.716181 | 4.949787 | null | 388.969021 | 21.08555 | 70.266355 | 4.875383 | 0 |
9.497261 | 124.48281 | 33,681.33014 | 4.814656 | 427.184508 | 530.217008 | 19.970318 | 49.809841 | 5.242105 | 0 |
7.984711 | 121.067357 | 40,709.781663 | 5.796841 | 445.359547 | 338.509984 | 12.818816 | 59.269193 | 4.56788 | 0 |
6.261111 | 270.466171 | 8,572.421509 | 9.922076 | 286.327562 | 490.942651 | 12.926435 | 22.219327 | 4.753019 | 0 |
6.957803 | 219.239952 | 20,215.632849 | 7.054093 | 306.647384 | 431.370662 | 17.427145 | 56.435646 | 4.587745 | 0 |
9.663159 | 131.711896 | 24,387.968071 | 4.234143 | null | 428.906432 | 18.143474 | 65.360465 | 5.270218 | 0 |
6.732714 | 197.766974 | 33,820.64576 | 7.396764 | 353.176328 | 321.364518 | 19.340499 | 85.371961 | 3.885405 | 0 |
4.886057 | 272.920385 | 15,496.611719 | 6.985179 | 266.562211 | 569.581288 | 17.301536 | 79.597988 | 3.079373 | 0 |
9.61022 | 156.929546 | 33,954.435471 | 4.639028 | null | 485.379156 | 11.047844 | null | 4.961972 | 0 |
8.518532 | 128.263466 | 32,018.289631 | 6.05874 | 458.441072 | 554.139037 | 15.976196 | 87.471821 | 4.147169 | 0 |
6.950787 | 201.805491 | 21,709.647709 | 6.120771 | 352.303771 | 417.184446 | 19.683493 | 49.236809 | 3.997975 | 0 |
6.023023 | 170.732289 | 10,925.360104 | 8.200973 | 305.796529 | 508.851053 | 12.244622 | 62.967793 | 3.668089 | 0 |
9.01148 | 167.918922 | 34,865.357682 | 3.139553 | 400.691774 | 385.409608 | 16.57419 | 50.526551 | 4.270801 | 0 |
7.946768 | 277.116946 | 24,244.111963 | 7.561176 | 273.384311 | 306.837402 | 11.796235 | 70.019666 | 3.038483 | 0 |
7.709617 | 189.802914 | 32,910.525182 | 5.758056 | 367.761858 | 397.845566 | 15.240349 | null | 4.140424 | 0 |
6.081615 | 209.05968 | 10,120.11268 | 9.406774 | null | 410.50909 | 7.996295 | 101.158675 | 4.010037 | 0 |
8.146186 | 191.38241 | 20,506.698418 | 5.476949 | null | 445.931207 | 9.416902 | 57.363647 | 5.177964 | 0 |
8.141861 | 210.376561 | 25,433.465015 | 8.390812 | 385.236656 | 321.867474 | 11.483524 | 85.300717 | 4.13695 | 0 |
7.703357 | 211.344687 | 12,861.946542 | 9.245306 | 347.630834 | 598.662877 | 10.542342 | 91.118698 | 4.732125 | 0 |
null | 149.042846 | 27,687.737646 | 8.660711 | 284.945759 | 288.517697 | 15.736642 | 62.757307 | 3.771305 | 0 |
9.252857 | 168.040751 | 50,279.262429 | 5.905056 | 415.45081 | 400.003589 | 11.949854 | 62.256881 | 3.300586 | 0 |
6.047651 | 177.444264 | 28,633.846385 | 8.174385 | null | 386.661205 | 15.51493 | 30.55631 | 2.589868 | 0 |
6.152858 | 171.125287 | 24,978.483177 | 8.216486 | 323.824376 | 406.094427 | 10.881215 | 65.714718 | 4.403083 | 0 |
9.074923 | 184.915055 | 21,633.721727 | 7.427381 | 394.196521 | 339.355333 | 6.658139 | null | 3.840479 | 0 |
7.436537 | 167.328466 | 31,935.690705 | 7.896365 | null | 398.574215 | 14.824433 | 69.252783 | 4.497629 | 0 |
null | 259.671041 | 11,949.597926 | 9.435446 | 279.001004 | 469.287631 | 11.752421 | 73.997046 | 3.458352 | 0 |
7.130099 | 275.67978 | 9,480.617796 | 8.415948 | 295.618838 | 383.455068 | 18.322879 | 94.416301 | 1.986192 | 0 |
6.792125 | 165.794286 | 17,782.604408 | 4.970601 | 307.752703 | 370.600578 | 15.138094 | 96.600542 | 4.042638 | 0 |
null | 230.430762 | 14,916.986091 | 9.618516 | null | 379.172804 | 28.3 | 79.633064 | 3.864931 | 0 |
8.885626 | 171.839777 | 19,113.011912 | 6.503297 | 404.104312 | 399.672556 | 17.623594 | 76.831226 | 2.993301 | 0 |
9.475316 | 149.558089 | 32,568.1535 | 5.33386 | null | 436.203113 | 13.927946 | 71.834058 | 4.701538 | 0 |
null | 168.963026 | 21,030.234531 | 5.564002 | 404.343077 | 440.952071 | 12.352722 | 72.033644 | 4.691018 | 0 |
7.183109 | 225.116079 | 5,097.82585 | 6.081664 | 361.631381 | 294.991225 | 5.537059 | 81.453941 | 4.006425 | 0 |
6.157443 | 155.835706 | 25,937.711438 | 8.163144 | 298.192406 | 533.288351 | 14.356496 | 68.120761 | 4.770154 | 0 |
6.467868 | 236.694648 | 7,656.413248 | 9.840949 | 214.460834 | 356.347842 | 14.412734 | 54.641176 | 2.861064 | 0 |
null | 162.935371 | 24,916.625585 | 6.374496 | 388.312725 | 494.288784 | 14.297696 | 84.80297 | 4.301273 | 0 |
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