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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 |
|---|---|---|---|---|---|---|---|---|---|
10.164173 | 243.606508 | 16,522.715754 | 3.992171 | 310.845072 | 487.698052 | 17.223237 | 83.871496 | 3.530941 | 0 |
7.974248 | 173.750776 | 26,848.629842 | 6.055534 | 337.940482 | 347.748061 | 13.757564 | 75.535369 | 3.195944 | 0 |
null | 200.315236 | 19,947.434475 | 7.378236 | 337.231469 | 295.757053 | 14.033995 | 29.668142 | 4.387208 | 1 |
4.370477 | 188.654037 | 29,542.338165 | 8.117114 | 301.022182 | 456.308454 | 16.346838 | 46.696941 | 4.649382 | 0 |
4.790841 | 268.720881 | 17,862.369003 | 4.554574 | 377.241161 | 608.846856 | 10.806313 | 83.702236 | 3.258859 | 1 |
5.303764 | 231.018784 | 6,675.682245 | 6.100064 | 388.802045 | 465.830539 | 14.531245 | 77.66802 | 4.024521 | 1 |
7.499844 | 210.985034 | 23,707.465304 | 7.148518 | null | 484.84334 | 18.081957 | 52.967469 | 4.454477 | 0 |
5.664846 | 186.648359 | 18,678.950811 | 5.153873 | 313.083489 | 335.505521 | 17.55157 | 59.571837 | 3.57029 | 0 |
8.575939 | 215.136721 | 15,778.729396 | 7.532773 | 316.95949 | 359.830073 | 14.944675 | 79.463992 | 4.002129 | 0 |
6.875746 | 192.023659 | 25,422.338548 | 7.57136 | null | 501.605982 | 10.785965 | 68.294617 | 3.397303 | 1 |
6.25281 | 187.569479 | 27,690.474784 | 6.489931 | 330.94921 | 303.496373 | 14.261369 | 57.952826 | 2.921797 | 1 |
null | 143.3002 | 16,263.167465 | 6.229737 | null | 503.664085 | 19.585497 | null | 3.45174 | 1 |
5.036454 | 190.16452 | 29,258.738136 | 4.991061 | 300.475925 | 332.359715 | 11.055801 | 116.161622 | 3.534665 | 1 |
9.581189 | 223.296216 | 28,292.780318 | 5.665431 | null | 398.479317 | 11.350768 | 44.57412 | 3.929178 | 0 |
null | 242.827588 | 29,298.074262 | 5.85384 | 340.348645 | 463.115174 | 5.42665 | null | 3.522586 | 1 |
5.970579 | 202.74552 | 19,952.30947 | 7.872038 | 311.188185 | 412.038922 | 18.632142 | 73.166338 | 5.013281 | 0 |
null | 129.890572 | 34,415.853146 | 6.321929 | 304.535224 | 470.329169 | 18.59941 | 72.403634 | 4.405586 | 0 |
7.322828 | 230.342901 | 24,682.124546 | 7.42558 | 323.832737 | 349.313213 | 9.497937 | 50.660145 | 3.981969 | 1 |
8.610963 | 125.15877 | 32,079.774815 | 9.844921 | 264.052839 | 342.205252 | 12.947376 | 53.950269 | 4.6144 | 1 |
7.664794 | 223.578473 | 20,259.72585 | 7.385414 | 351.161331 | 510.046897 | 14.205221 | 73.19247 | 5.481691 | 1 |
8.967244 | 266.478743 | 34,446.782262 | 4.909573 | null | 343.265556 | 14.263396 | 64.95967 | 3.742256 | 1 |
5.704765 | 116.29933 | 33,223.581529 | 7.050503 | 297.078153 | 504.378681 | 9.00182 | 48.147031 | 4.157533 | 0 |
6.276295 | 184.952057 | 28,653.472342 | 6.519435 | 335.257777 | 470.429676 | 11.198483 | null | 4.342759 | 0 |
4.227537 | 201.447487 | 13,122.329581 | 6.932558 | 374.843538 | 402.660774 | 22.823293 | 76.469426 | 4.479628 | 0 |
8.378108 | 198.511213 | 28,474.20258 | 6.477057 | 319.477187 | 499.866994 | 15.389083 | 35.2212 | 4.524693 | 1 |
null | 204.860505 | 24,590.125934 | 7.774361 | null | 440.936824 | 12.567061 | 118.357275 | 4.318272 | 1 |
3.681076 | 144.26527 | 26,726.771113 | 6.095283 | null | 564.183824 | 13.651105 | 92.299101 | 3.89307 | 1 |
5.966 | 194.796221 | 17,350.058531 | 4.466577 | 404.609982 | 406.806302 | 11.539987 | 48.173359 | 4.177139 | 1 |
4.89196 | 153.506232 | 9,559.547392 | 7.847066 | 349.82439 | 496.872845 | 11.457624 | 61.110529 | 3.90427 | 0 |
null | 189.814682 | 19,887.769826 | 8.115768 | 415.927898 | 547.026766 | 12.958917 | 70.937481 | 4.893751 | 0 |
6.070091 | 161.530266 | 26,764.49443 | 6.241527 | null | 485.866258 | 18.78052 | 81.946106 | 4.699457 | 0 |
8.663975 | 206.923164 | 29,551.334148 | 6.030276 | 339.032266 | 329.710839 | 9.139903 | 63.765761 | 3.689241 | 0 |
9.23944 | 212.569076 | 14,829.624212 | 7.17292 | 324.128915 | 575.421968 | 16.58112 | 66.88527 | 3.471971 | 1 |
3.878879 | 177.712841 | 21,937.471569 | 7.369769 | 299.241624 | 447.303756 | 12.451912 | 63.163113 | 4.927711 | 0 |
null | 241.895515 | 25,717.936178 | 4.239997 | 369.541143 | 474.93747 | 15.306063 | 48.374212 | 4.306218 | 0 |
8.062066 | 125.705329 | 35,381.670759 | 4.740111 | null | 463.46164 | 7.091229 | 98.59456 | 3.040031 | 1 |
8.999499 | 234.835477 | 20,933.51275 | 7.980451 | 365.060966 | 444.077017 | 12.168764 | 54.404704 | 3.695084 | 0 |
6.266378 | 163.385405 | 28,141.216497 | 8.508751 | 376.870555 | 295.675137 | 9.938445 | 50.159734 | 2.936611 | 1 |
null | 205.088789 | 27,064.418409 | 7.398379 | 304.926475 | 409.501842 | 18.521792 | 61.486105 | 4.599573 | 1 |
4.281522 | 188.783577 | 22,330.466787 | 6.957676 | 325.160819 | 306.692504 | 16.274857 | 82.595223 | 4.371167 | 0 |
8.316664 | 110.903598 | 24,814.485805 | 9.489566 | null | 480.472306 | 14.271247 | 77.854499 | 2.6958 | 1 |
null | 171.43498 | 39,207.589248 | 4.71051 | 354.444609 | 381.685417 | 20.212088 | 97.418886 | 2.812504 | 0 |
6.903817 | 258.526842 | 35,455.709612 | 4.881377 | 206.247229 | 318.622622 | 13.96174 | 65.866679 | 3.867843 | 1 |
5.429335 | 183.439383 | 15,265.407564 | 5.714731 | 394.001195 | 446.879149 | 17.581557 | 50.266951 | 3.081736 | 1 |
null | 180.893036 | 17,705.608616 | 6.223312 | 350.195253 | 447.937123 | 10.461025 | 32.074863 | 3.999125 | 0 |
7.912361 | 211.376444 | 34,808.44278 | 8.913364 | null | 594.89929 | 16.68199 | 72.048083 | 2.878516 | 0 |
9.166758 | 184.557434 | 21,736.981799 | 12.227175 | 304.528521 | 317.583367 | 16.779566 | 51.052287 | 5.429266 | 1 |
8.527142 | 217.394778 | 3,413.081633 | 5.670027 | 337.631073 | 615.611167 | 14.926751 | 82.590152 | 2.649424 | 0 |
5.836105 | 277.065713 | 17,711.487774 | 3.458192 | 400.167599 | 456.732862 | 17.552294 | 72.059866 | 3.738991 | 1 |
8.037761 | 199.213971 | 40,368.420627 | 7.307411 | null | 293.833466 | 14.254682 | 68.763418 | 3.572519 | 0 |
6.057828 | 230.717693 | 44,868.458368 | 6.443392 | null | 397.236784 | 14.037903 | 76.701609 | 3.292249 | 0 |
6.638411 | 180.826667 | 9,772.504814 | 8.295983 | null | 401.111143 | 12.601517 | 61.051889 | 5.164057 | 1 |
7.053117 | 240.85177 | 19,500.349983 | 8.051173 | 383.667866 | 377.188125 | 12.955577 | 55.522195 | 5.671999 | 0 |
5.924799 | 111.478582 | 15,413.896148 | 6.90003 | 347.861837 | 277.588075 | 13.261143 | 74.193995 | 4.188928 | 1 |
9.318614 | 317.338124 | 24,497.873935 | 7.597452 | 357.167217 | 476.510384 | 12.032377 | 68.59983 | 4.642719 | 1 |
4.857803 | 222.39999 | 15,668.273618 | 7.90079 | 320.394529 | 417.804063 | 15.530563 | 84.228774 | 3.966571 | 1 |
5.271971 | 193.169509 | 22,005.43655 | 6.18395 | 267.825648 | 351.48028 | 15.664382 | 68.615876 | 4.119436 | 0 |
7.313447 | 158.707472 | 23,154.062319 | 4.143329 | 276.550161 | 436.517274 | 10.890085 | 87.91253 | 2.22064 | 1 |
7.122637 | 183.402648 | 31,295.90241 | 4.425026 | null | 411.61607 | 14.066057 | 77.185792 | 3.750447 | 0 |
5.539534 | 200.711681 | 21,021.418259 | 9.827309 | 390.554156 | 437.341655 | 14.95589 | 67.169816 | 3.75566 | 1 |
8.107092 | 213.029273 | 24,531.86944 | 6.237222 | 322.097056 | 517.490049 | 14.352031 | 59.860286 | 2.769164 | 0 |
7.755154 | 196.782784 | 19,024.688671 | 6.911868 | 392.800081 | 338.430624 | 10.772862 | 76.617599 | 2.7288 | 0 |
10.223862 | 248.071735 | 28,749.716544 | 7.513408 | 393.663396 | 283.651634 | 13.789695 | 84.603556 | 2.672989 | 0 |
4.681099 | 220.476126 | 38,748.411346 | 4.652514 | 306.45119 | 442.530508 | 10.94127 | null | 4.12575 | 0 |
6.150553 | 212.819377 | 15,017.747281 | 5.544436 | 319.494952 | 279.447066 | 12.850506 | 75.028793 | 4.810537 | 0 |
4.993531 | 242.620503 | 13,900.779271 | 6.467744 | null | 429.827819 | 17.274663 | 61.245788 | 3.153809 | 1 |
7.031684 | 201.002106 | 24,510.507558 | 5.818274 | 401.268832 | 371.616397 | 12.846819 | 89.192433 | 4.422183 | 0 |
6.528491 | 184.42916 | 10,835.201157 | 6.826331 | 378.77572 | 430.418787 | 13.621325 | 100.821792 | 4.585972 | 1 |
8.790851 | 187.439812 | 7,850.641892 | 6.359942 | null | 384.920771 | 16.722376 | 77.902673 | 3.480272 | 0 |
7.080446 | 196.658947 | 36,966.853319 | 8.986784 | 294.315733 | 530.052919 | 13.822057 | 85.777222 | 2.664946 | 1 |
7.948488 | 197.594542 | 23,602.187832 | 7.098458 | null | 394.767989 | 14.876694 | 78.974227 | 3.891124 | 0 |
4.945695 | 170.440921 | 23,000.723137 | 4.433725 | 340.64567 | 346.642267 | 13.276638 | 84.551081 | 3.782517 | 1 |
null | 246.239763 | 6,974.225135 | 9.812468 | 417.911837 | 355.53247 | 13.330091 | 68.388378 | 4.138697 | 1 |
null | 225.959092 | 9,660.658302 | 8.827655 | 397.92424 | 315.750909 | 16.716557 | 17.000683 | 3.959294 | 1 |
8.92241 | 207.520726 | 13,291.922609 | 8.560537 | 357.944327 | 468.538326 | 15.692738 | 107.282329 | 4.081728 | 0 |
8.933878 | 278.231754 | 14,179.622741 | 8.128262 | 318.356502 | 335.240511 | 16.6649 | 48.357257 | 4.374797 | 0 |
4.229225 | 207.669229 | 21,214.370515 | 6.844548 | 304.275125 | 488.455862 | 13.489424 | 65.30757 | 3.73314 | 0 |
null | 255.953599 | 15,097.024064 | 8.482421 | 361.971419 | 471.477419 | 14.570932 | 40.287298 | 3.227941 | 1 |
4.709187 | 179.141018 | 22,291.418577 | 6.774276 | 407.417977 | 371.264843 | 18.186801 | 86.528627 | 3.860084 | 0 |
8.410461 | 234.876524 | 27,554.345263 | 5.681716 | 362.48956 | 519.031625 | 14.482213 | 55.628499 | 2.97736 | 0 |
8.24692 | 119.028215 | 7,747.577263 | 9.124225 | null | 579.247674 | 13.001229 | 72.803734 | 4.09662 | 1 |
5.77277 | 186.060603 | 26,693.761607 | 5.80858 | 333.073364 | 312.869364 | 12.376272 | 32.761161 | 4.154685 | 1 |
6.470152 | 176.736376 | 30,594.280675 | 4.393138 | 324.659233 | 524.909781 | 16.614248 | 84.299703 | 3.125391 | 0 |
9.032563 | 156.265649 | 24,897.55703 | 7.639634 | 416.530533 | 342.74604 | 13.599564 | 62.502108 | 3.626136 | 0 |
8.543217 | 183.90786 | 33,037.353387 | 2.726766 | 358.556471 | 631.498623 | 17.333153 | 68.183227 | 2.847875 | 0 |
4.430281 | 139.685759 | 28,862.25717 | 8.961372 | 298.379458 | 434.781267 | 17.299294 | 63.042501 | 4.384565 | 0 |
6.962994 | 206.817887 | 24,036.593827 | 7.691454 | 356.632561 | 552.273055 | 8.574691 | 88.620139 | 4.760382 | 0 |
9.489601 | 167.887629 | 40,032.414005 | 8.349207 | null | 354.790741 | 14.168314 | 102.567846 | 4.300695 | 1 |
6.217585 | 203.707222 | 15,597.640883 | 7.751461 | 361.24781 | 452.922025 | 14.597145 | 70.850977 | 4.150167 | 1 |
7.966857 | 186.353361 | 21,440.738848 | 7.832474 | 393.767046 | 461.356227 | 13.91387 | 86.121811 | 5.115431 | 1 |
8.975464 | 279.357167 | 19,460.398131 | 6.204321 | null | 431.44399 | 12.888759 | 63.821237 | 2.436086 | 0 |
4.979469 | 240.813475 | 24,167.842882 | 5.59383 | null | 398.028961 | 6.091227 | 62.419529 | 3.439022 | 1 |
8.654793 | 218.17266 | 14,799.311464 | 6.164049 | 366.147992 | 416.870333 | 8.95452 | 72.62028 | 5.148138 | 0 |
6.584813 | 182.375456 | 24,723.106296 | 6.23892 | null | 414.350751 | 17.582615 | 78.213738 | 4.404132 | 0 |
8.370365 | 155.553565 | 27,193.317378 | 5.791453 | null | 356.519865 | 7.832108 | 69.419665 | 2.74665 | 1 |
5.821262 | 204.04889 | 37,174.005414 | 7.867815 | 329.019554 | 466.783264 | 13.988707 | 96.826961 | 4.371079 | 0 |
5.870616 | 186.178376 | 18,909.846006 | 8.494235 | 328.747315 | 427.182531 | 13.300024 | 52.162419 | 3.728785 | 0 |
5.264284 | 142.534126 | 25,556.053128 | 6.600787 | 416.262799 | 443.759231 | 7.491362 | 72.879848 | 5.10024 | 0 |
5.452215 | 199.228468 | 14,446.81239 | 7.689191 | 298.318418 | 469.131951 | 14.020507 | 95.306239 | 5.190534 | 1 |
7.444166 | 211.446324 | 20,003.497681 | 7.238302 | null | 524.645235 | 13.778226 | 49.900899 | 3.820866 | 1 |
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