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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 |
|---|---|---|---|---|---|---|---|---|---|
6.970037 | 182.888589 | 32,037.605471 | 7.412765 | 376.951932 | 325.7924 | 14.351241 | 70.05272 | 4.275288 | 0 |
10.85186 | 166.741949 | 12,887.193762 | 7.701932 | null | 589.628105 | 15.786497 | null | 4.345013 | 0 |
6.588007 | 244.94322 | 23,898.974477 | 6.780936 | 273.736644 | 330.91482 | 9.250628 | 47.38874 | 4.216454 | 0 |
9.004352 | 222.489783 | 16,544.827504 | 6.124095 | null | 411.193621 | 16.036914 | 67.264669 | 3.527893 | 0 |
null | 161.578889 | 11,582.462584 | 6.720473 | null | 393.837751 | 11.319488 | 78.898515 | 4.374333 | 0 |
4.328283 | 192.166324 | 30,592.548831 | 7.425894 | 327.303365 | 543.716029 | 11.186939 | 72.5664 | 3.708526 | 0 |
7.417824 | 243.304691 | 320.942611 | 4.59867 | 336.097981 | 361.101769 | 20.421472 | 87.052576 | 3.470812 | 0 |
3.26167 | 190.957355 | 28,760.006844 | 7.929539 | null | 424.21281 | 13.372625 | 58.095555 | 4.280669 | 0 |
null | 239.757929 | 12,318.403886 | 6.407733 | 259.122131 | 481.979934 | 14.669448 | 78.801371 | 4.742163 | 0 |
7.928831 | 231.252216 | 17,444.81445 | 6.291798 | null | 389.005678 | 13.879724 | 95.553055 | 3.413573 | 0 |
7.97533 | 165.714242 | 17,182.450359 | 7.002192 | 383.266655 | 363.853579 | 18.659304 | 76.032739 | 3.306129 | 0 |
9.504158 | 195.109243 | 19,946.264665 | 7.467685 | 300.679528 | 382.473005 | 14.359365 | 78.306886 | 4.343041 | 0 |
5.158723 | 119.09384 | 33,892.245951 | 7.572175 | 407.476849 | 325.20257 | 16.963982 | 73.224833 | 4.094605 | 0 |
3.923474 | 227.705538 | 24,200.353482 | 7.000875 | null | 292.390155 | 19.394335 | 61.785679 | 4.582982 | 0 |
null | 193.462207 | 13,852.531903 | 7.145702 | 358.956565 | 480.310714 | 10.256036 | null | 3.67324 | 0 |
5.849778 | 229.936687 | 27,435.306561 | 6.574958 | 277.033019 | 596.403216 | 14.908558 | 67.644484 | 3.643816 | 0 |
5.89087 | 184.055762 | 34,920.039348 | 7.401367 | 343.791603 | 281.544452 | 14.728773 | 62.601685 | 4.370777 | 0 |
5.963479 | 223.031638 | 24,435.64208 | 6.221292 | 305.947012 | 284.497026 | 15.188557 | 40.142705 | 3.727813 | 0 |
6.10676 | 211.454489 | 39,430.307823 | 8.316897 | 348.776719 | 389.59144 | 12.896953 | 85.358049 | 3.924967 | 0 |
6.898932 | 209.636422 | 15,422.220893 | 6.884918 | 293.56202 | 396.811214 | 15.671717 | 66.597336 | 3.688456 | 0 |
8.091812 | 200.973301 | 26,472.691803 | 6.72568 | null | 432.189931 | 13.798655 | 32.667078 | 4.370031 | 0 |
7.611982 | 190.662804 | 9,138.029344 | 5.224256 | 329.580679 | 577.444713 | 17.209367 | 65.333241 | 6.494749 | 0 |
8.886979 | 180.563966 | 26,062.447217 | 8.808963 | 327.22358 | 378.658922 | 17.618658 | 48.475982 | 4.731195 | 0 |
6.532097 | 163.396241 | 8,240.812709 | 6.641543 | 402.836817 | 601.032982 | 17.896128 | 55.022407 | 4.599324 | 0 |
7.83398 | 203.169408 | 11,174.27476 | 6.246502 | 394.890809 | 338.231122 | 16.276592 | 47.931639 | 4.254477 | 0 |
11.563169 | 174.942862 | 19,359.428816 | 6.495619 | 332.44649 | 366.312672 | 17.529526 | 38.4312 | 5.107236 | 0 |
6.782869 | 196.182558 | 25,366.797905 | 7.200358 | 312.426591 | 435.094574 | 12.118475 | 76.347994 | 5.468591 | 0 |
8.288765 | 211.452744 | 11,234.041471 | 6.38551 | 360.843311 | 525.088611 | 15.098571 | 62.999999 | 3.580523 | 0 |
0.975578 | 221.204114 | 31,145.110739 | 7.615583 | 333.677843 | 439.112765 | 21.145954 | null | 2.533996 | 0 |
7.52898 | 225.340986 | 8,129.734919 | 6.305472 | 309.231247 | 379.339293 | 16.961944 | 64.265787 | 3.64441 | 0 |
9.764658 | 119.16401 | 38,781.457422 | 9.334632 | 380.230634 | 512.331846 | 14.967733 | 59.193176 | 3.024571 | 0 |
10.191665 | 211.566904 | 13,630.047308 | 6.524476 | 297.049066 | 468.371387 | 17.411747 | 72.720573 | 3.403423 | 0 |
2.925174 | 260.458041 | 39,233.098839 | 7.670149 | 303.402078 | 403.243735 | 11.30921 | 69.238445 | 3.678588 | 0 |
null | 200.661925 | 29,513.80486 | 7.9663 | 347.541419 | 476.201585 | 19.950054 | null | 3.027946 | 0 |
6.657794 | 205.543176 | 18,844.037031 | 6.734228 | 363.39793 | 555.899038 | 8.006966 | 66.934782 | 3.868926 | 0 |
7.00523 | 219.921997 | 26,597.586447 | 7.351021 | 333.583723 | 379.598806 | 13.284691 | 98.965389 | 3.589866 | 0 |
null | 178.080442 | 35,044.37128 | 7.760027 | 357.082818 | 381.645131 | 17.551382 | 71.111182 | 3.761633 | 0 |
6.227842 | 183.309048 | 38,976.035214 | 8.247333 | null | 531.630721 | 15.847849 | 46.643589 | 4.599573 | 0 |
6.39276 | 216.675543 | 19,323.67725 | 5.906405 | 283.205517 | 358.174494 | 14.982646 | 41.586606 | 4.421528 | 0 |
6.088022 | 162.278357 | 23,567.132875 | 7.698582 | 372.835081 | 387.970635 | 13.663607 | 75.266064 | 4.173083 | 0 |
3.961389 | 173.029641 | 24,028.405406 | 8.005631 | 391.0023 | 444.794277 | 19.94528 | 59.834541 | 4.092966 | 0 |
4.27516 | 229.443109 | 26,098.637956 | 6.525203 | 281.896827 | 508.792098 | 16.133203 | 66.654193 | 3.732856 | 0 |
7.301903 | 224.467802 | 23,565.178404 | 7.554047 | 280.129485 | 487.333321 | 8.524864 | 68.940193 | 3.430699 | 0 |
10.893485 | 177.734357 | 25,702.518673 | 7.65983 | 312.399335 | 383.199585 | 17.472109 | 42.81457 | 3.63497 | 0 |
6.798097 | 198.116381 | 35,883.78011 | 7.051814 | null | 470.493545 | 10.888639 | 58.473804 | 3.571623 | 0 |
11.496702 | 195.989486 | 14,158.157283 | 7.235224 | 311.965093 | 357.522599 | 19.321722 | 82.350013 | 3.132253 | 0 |
5.808239 | 195.514516 | 43,110.503721 | 7.368819 | 281.918918 | 325.83136 | 15.047019 | 51.294792 | 4.819064 | 0 |
null | 183.521107 | 20,461.25271 | 7.333212 | 333.119476 | 356.369022 | 20.179029 | 67.019903 | 4.886634 | 0 |
5.67933 | 182.145266 | 17,909.115626 | 7.538592 | null | 546.895144 | 15.219355 | 81.555597 | 3.292071 | 0 |
7.783306 | 196.815952 | 24,789.354734 | 6.548497 | 331.036776 | 372.764982 | 12.066182 | 14.343161 | 5.04562 | 0 |
6.316471 | 187.030116 | 32,651.802764 | 8.149178 | 314.208346 | 463.341217 | 14.243421 | 60.26918 | 4.902735 | 0 |
8.605374 | 217.043128 | 22,970.957279 | 7.409957 | null | 264.699473 | 16.692946 | 46.501658 | 3.665323 | 0 |
null | 162.97856 | 26,281.297812 | 8.523671 | 369.862672 | 403.600024 | 12.388244 | null | 5.185642 | 0 |
7.057553 | 177.674305 | 13,129.149842 | 7.312352 | 367.328533 | 393.740497 | 16.35632 | 53.841797 | 4.486403 | 0 |
4.850104 | 186.676176 | 32,808.307503 | 7.496263 | 293.757927 | 392.700493 | 10.630769 | 85.157983 | 3.885386 | 0 |
null | 202.614372 | 31,606.348826 | 6.464581 | null | 380.974672 | 13.460449 | 67.059118 | 4.775121 | 0 |
4.560917 | 165.773119 | 22,939.144377 | 7.988232 | 352.793528 | 323.783277 | 13.56415 | 79.316585 | 4.123622 | 0 |
9.130828 | 209.743044 | 11,643.663476 | 6.594682 | 326.394577 | 509.661782 | 11.274065 | 67.528288 | 3.074134 | 0 |
null | 185.121996 | 16,110.183643 | 6.444435 | 355.567366 | 386.508599 | 11.215654 | 38.041516 | 2.840893 | 0 |
4.233559 | 194.975044 | 22,185.763963 | 7.116809 | 377.846903 | 355.817097 | 14.859198 | 62.016383 | 3.515672 | 0 |
5.57102 | 189.728229 | 26,138.09761 | 8.832762 | 361.855549 | 434.051253 | 16.166931 | 88.727373 | 3.931307 | 0 |
null | 155.317562 | 22,911.614486 | 8.315816 | 409.586373 | 424.779664 | 16.293229 | 84.892418 | 4.825702 | 0 |
8.527142 | 217.394778 | 3,413.081633 | 5.670027 | 337.631073 | 615.611167 | 14.926751 | 82.590152 | 2.649424 | 0 |
4.570854 | 194.967945 | 44,260.191179 | 8.030452 | null | 460.779058 | 17.942185 | 79.008272 | 4.484186 | 0 |
8.903734 | 194.216275 | 13,319.495705 | 5.566896 | 323.424362 | 317.349244 | 17.130158 | 61.428791 | 4.36517 | 0 |
9.459931 | 222.894659 | 14,450.175747 | 6.790914 | 293.746321 | 433.145005 | 9.069161 | 67.906813 | 3.32289 | 0 |
6.040282 | 139.770872 | 20,472.874588 | 6.810978 | 357.593277 | 488.27493 | 15.882252 | 53.279042 | 5.76158 | 0 |
null | 171.166646 | 20,412.283908 | 6.896318 | 367.189514 | 354.270345 | 16.403175 | 63.257907 | 3.978933 | 0 |
4.663492 | 170.95183 | 41,452.625574 | 8.725765 | 362.415419 | 378.149 | 16.274051 | 60.618754 | 3.742293 | 0 |
5.726336 | 191.75229 | 35,899.280309 | 8.066654 | 378.774605 | 307.987551 | 12.568721 | 60.192351 | 3.912289 | 0 |
10.933111 | 162.424918 | 18,846.634913 | 7.085261 | null | 593.725764 | 14.977233 | 60.69058 | 3.894989 | 0 |
4.281522 | 188.783577 | 22,330.466787 | 6.957676 | 325.160819 | 306.692504 | 16.274857 | 82.595223 | 4.371167 | 0 |
7.948488 | 197.594542 | 23,602.187832 | 7.098458 | null | 394.767989 | 14.876694 | 78.974227 | 3.891124 | 0 |
6.825647 | 176.841063 | 12,838.914373 | 5.792425 | 393.798648 | 447.289115 | 15.821346 | 104.230949 | 2.80448 | 0 |
7.285371 | 169.14919 | 17,375.970745 | 9.404687 | 394.092424 | 373.190282 | 15.26051 | 80.795985 | 3.694482 | 0 |
5.984941 | 180.776562 | 33,244.555597 | 8.086517 | 364.706394 | 392.97102 | 20.471817 | 50.141602 | 3.488675 | 0 |
5.368988 | 250.660916 | 15,973.686891 | 6.416298 | 277.151938 | 334.819954 | 15.684362 | 44.040382 | 3.737883 | 0 |
4.01659 | 255.616569 | 28,612.266107 | 7.340595 | 290.690661 | 442.385118 | 9.305733 | 71.342132 | 4.417134 | 0 |
null | 254.125389 | 9,959.135015 | 4.008584 | null | 364.806273 | 11.316645 | 59.353221 | 3.170543 | 0 |
7.719001 | 196.007518 | 13,939.294022 | 6.935551 | 345.653662 | 423.203533 | 16.836786 | 89.338649 | 2.884819 | 0 |
5.983731 | 221.557383 | 18,438.823395 | 6.654372 | 316.778999 | 443.543934 | 19.136379 | 53.661823 | 3.849383 | 0 |
7.732602 | 166.986825 | 18,445.743458 | 7.172851 | null | 453.385632 | 13.111402 | 77.232127 | 3.854994 | 0 |
8.847881 | 190.700853 | 11,705.072282 | 6.663397 | 380.592491 | 386.464151 | 16.319105 | 85.693649 | 4.143451 | 0 |
7.561833 | 170.175157 | 23,254.009619 | 7.583327 | 328.70263 | 397.587974 | 16.140317 | 66.746781 | 4.03215 | 0 |
8.75856 | 174.728686 | 25,564.767564 | 8.070255 | null | 371.915171 | 14.943699 | 47.185566 | 4.444376 | 0 |
null | 188.445469 | 28,791.614416 | 8.040356 | 382.009477 | 422.234861 | 10.57569 | 63.235365 | 3.228379 | 0 |
3.832917 | 218.72384 | 23,535.028901 | 6.475402 | 352.505898 | 421.183478 | 19.273561 | 58.903698 | 4.76866 | 0 |
3.730128 | 230.299455 | 16,892.895662 | 6.997172 | 323.520471 | 456.905704 | 10.342146 | 47.095506 | 4.943032 | 0 |
5.801571 | 201.892474 | 15,327.879723 | 6.860647 | 328.932585 | 281.085032 | 19.812484 | 55.397564 | 4.425378 | 0 |
3.678432 | 187.496704 | 23,103.410444 | 7.145145 | null | 350.54048 | 10.140068 | 67.45618 | 4.480109 | 0 |
5.143587 | 180.382619 | 32,740.564661 | 7.988893 | 328.43743 | 389.242148 | 13.943183 | null | 3.096164 | 0 |
6.628256 | 198.865743 | 15,911.357509 | 7.517906 | 342.015924 | 437.918625 | 15.005742 | 38.845958 | 4.464457 | 0 |
null | 196.083556 | 18,592.08392 | 7.245436 | 321.814033 | 552.879034 | 15.664786 | 81.080826 | 4.762872 | 0 |
3.102076 | 198.488651 | 45,148.808118 | 7.82165 | 324.64408 | 427.216764 | 15.530123 | 54.574254 | 4.248075 | 0 |
4.497585 | 193.936515 | 27,768.38287 | 6.906348 | 330.4307 | 556.032922 | 22.618411 | 81.265816 | 4.965739 | 0 |
5.584124 | 203.756426 | 29,999.987005 | 7.213329 | 310.660284 | 366.558131 | 14.183025 | 65.881271 | 3.852732 | 0 |
null | 205.065879 | 16,034.453699 | 7.136008 | 397.469678 | 459.298378 | 19.637893 | 70.059835 | 4.858165 | 0 |
10.331273 | 166.459779 | 15,824.822709 | 6.396364 | 361.156178 | 376.102104 | 13.844331 | 52.057381 | 2.673441 | 0 |
9.130796 | 200.032348 | 28,273.603243 | 7.497526 | null | 453.873571 | 12.860514 | 64.178494 | 3.025707 | 0 |
4.618851 | 199.318913 | 27,174.687638 | 7.218588 | 371.056861 | 312.281382 | 14.040787 | null | 4.322116 | 0 |
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