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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 |
|---|---|---|---|---|---|---|---|---|---|
8.016279 | 211.029304 | 14,034.485799 | 9.797 | 389.338796 | 491.079082 | 14.512991 | 35.565966 | 4.308223 | 1 |
8.783597 | 199.930278 | 19,471.465438 | 7.415406 | 319.737009 | 324.937029 | 16.311696 | 74.570581 | 3.470885 | 1 |
6.911698 | 179.213674 | 25,612.148912 | 7.22471 | 318.987914 | 298.550513 | 11.858905 | 94.340172 | 4.616641 | 1 |
8.71924 | 181.0131 | 17,430.91972 | 7.42121 | null | 289.202741 | 14.427225 | 55.393613 | 3.912836 | 1 |
5.974583 | 197.102725 | 22,543.256292 | 5.662657 | 338.357526 | 410.804132 | 11.16909 | 59.826439 | 3.721975 | 1 |
4.429379 | 256.212565 | 8,746.901717 | 9.010332 | null | 432.107935 | 16.307474 | null | 4.271168 | 1 |
null | 134.679257 | 30,211.832991 | 4.792361 | 234.285621 | 391.820964 | 18.999154 | null | 3.840889 | 1 |
null | 221.675463 | 10,117.084438 | 8.026586 | 356.211614 | 508.262754 | 14.058461 | 40.916811 | 3.190128 | 1 |
8.215124 | 155.762867 | 30,579.371067 | 3.308977 | null | 344.950584 | 13.686026 | 77.182622 | 4.511384 | 1 |
7.82874 | 176.727511 | 33,337.109649 | 5.438776 | 286.992631 | 290.118613 | 5.871941 | 75.714425 | 5.199447 | 1 |
7.949965 | 186.789151 | 15,171.012326 | 7.833275 | null | 406.612743 | 20.539688 | 88.057105 | 3.317152 | 1 |
6.114332 | 178.446286 | 30,606.223593 | 5.568042 | 260.771026 | 472.255403 | 16.711471 | 46.552618 | 3.68041 | 1 |
null | 226.270824 | 15,380.124079 | 6.661474 | null | 392.558205 | 14.08311 | 50.286395 | 4.51687 | 1 |
7.139428 | 179.234979 | 19,862.811257 | 8.111958 | 337.947095 | 364.523151 | 17.384471 | 88.361846 | 3.771596 | 1 |
null | 223.511978 | 20,134.398341 | 7.97773 | 359.225704 | 477.342656 | 10.933867 | 49.145504 | 4.314495 | 1 |
7.968526 | 156.451149 | 27,008.011874 | 4.716577 | null | 455.840428 | 8.360283 | 52.501187 | 3.173879 | 1 |
6.635894 | 194.04978 | 20,339.01687 | 6.032864 | 307.954902 | 412.582989 | 15.894674 | 57.643457 | 4.523237 | 1 |
6.394548 | 193.047558 | 31,620.190786 | 7.065084 | null | 515.806385 | 13.081881 | 99.640691 | 3.042497 | 1 |
6.280978 | 205.123123 | 25,972.803751 | 8.417896 | 383.671459 | 456.543945 | 13.95471 | 32.799029 | 4.599432 | 1 |
7.992027 | 174.558006 | 34,585.089607 | 6.587302 | null | 543.949141 | 12.199449 | 71.271231 | 4.647096 | 1 |
5.068796 | 211.689502 | 22,781.364534 | 5.330123 | 317.103903 | 483.442018 | 14.495791 | 77.212274 | 4.362086 | 1 |
null | 164.909072 | 32,768.227966 | 6.309685 | 285.560983 | 527.198675 | 15.843303 | 59.728173 | 3.499453 | 1 |
8.151249 | 205.847301 | 15,661.940335 | 7.009437 | 335.622779 | 555.590284 | 14.861133 | 72.762585 | 2.799883 | 1 |
7.582942 | 185.045993 | 23,072.780698 | 5.892273 | 297.505772 | 518.048524 | 12.038457 | 80.312558 | 4.164029 | 1 |
5.344117 | 198.379144 | 13,492.840835 | 6.559265 | 328.648845 | 591.363369 | 14.084388 | 61.392983 | 4.104699 | 1 |
7.871961 | 219.622659 | 12,760.437151 | 8.076613 | 360.086657 | 350.826916 | 15.698726 | 84.15808 | 2.938536 | 1 |
5.327024 | 233.140588 | 13,580.618483 | 7.362411 | 356.420271 | 438.553499 | 10.049772 | 55.232271 | 4.855821 | 1 |
10.550273 | 185.165815 | 32,150.979393 | 8.933966 | null | 566.379397 | 14.282961 | 85.393399 | 3.951304 | 1 |
null | 186.174841 | 18,085.158841 | 4.951277 | 298.399724 | 347.986686 | 15.715546 | 75.590599 | 3.068919 | 1 |
7.471027 | 177.233643 | 15,736.580986 | 6.878354 | 277.109854 | 401.618218 | 11.285709 | 58.236119 | 3.707974 | 1 |
7.943882 | 211.816551 | 32,071.179369 | 7.769215 | 290.337398 | 353.336484 | 17.87195 | 78.492783 | 4.111691 | 0 |
2.690831 | 151.782906 | 30,204.546735 | 6.053072 | 303.702409 | 377.198273 | 14.121049 | 45.602992 | 4.650034 | 0 |
9.135694 | 194.815618 | 9,496.910354 | 6.185925 | 345.714206 | 562.771467 | 13.676435 | 74.424166 | 3.281802 | 0 |
5.214009 | 192.648846 | 34,184.308402 | 5.783357 | 282.969879 | 380.428415 | 15.867751 | 80.498498 | 4.453526 | 0 |
8.649535 | 175.42667 | 9,898.022209 | 6.048404 | 336.477616 | 410.625098 | 10.069254 | null | 5.229809 | 0 |
7.756679 | 186.686459 | 22,440.401041 | 7.462613 | 342.999383 | 320.930966 | 19.572572 | null | 2.842471 | 0 |
7.104295 | 177.571744 | 12,691.515973 | 7.170977 | null | 447.032289 | 14.376764 | 60.74377 | 5.464857 | 0 |
5.363363 | 179.91138 | 27,045.929958 | 6.520855 | 311.467406 | 408.922517 | 9.704704 | 79.484801 | 3.871372 | 0 |
6.5825 | 200.733107 | 23,720.48173 | 8.565832 | 353.008115 | 458.362733 | 13.001881 | 79.529338 | 4.152014 | 0 |
6.810467 | 209.735559 | 32,602.340084 | 7.422781 | 341.174269 | 340.030089 | 16.736749 | 42.349461 | 4.40234 | 0 |
null | 191.53163 | 12,885.516912 | 6.979955 | 328.600221 | 596.751026 | 13.447513 | 50.756064 | 2.372925 | 0 |
5.574117 | 193.158076 | 17,546.403256 | 9.219973 | 366.197418 | 538.532518 | 13.951332 | 67.142033 | 5.152528 | 0 |
8.555283 | 216.655356 | 18,337.460916 | 8.290688 | 311.325845 | 390.943089 | 17.138831 | 39.777282 | 3.687152 | 0 |
4.483403 | 172.383878 | 13,122.223422 | 5.276731 | 291.199088 | 413.545047 | 11.871725 | 75.504542 | 2.203841 | 0 |
3.783044 | 157.852645 | 20,384.773096 | 4.667082 | 300.048691 | 432.431822 | 12.701422 | null | 4.402244 | 0 |
7.138374 | 184.745229 | 22,575.188577 | 6.907714 | null | 504.865693 | 18.503762 | 66.136988 | 4.144872 | 0 |
null | 171.592237 | 14,784.755661 | 7.404583 | 351.875508 | 366.669512 | 10.504303 | 57.862157 | 3.210168 | 0 |
7.912361 | 211.376444 | 34,808.44278 | 8.913364 | null | 594.89929 | 16.68199 | 72.048083 | 2.878516 | 0 |
null | 193.116794 | 17,388.982565 | 7.702135 | 382.060707 | 468.939344 | 16.233039 | 67.87391 | 4.217744 | 0 |
9.128358 | 184.682104 | 10,418.108345 | 6.8502 | 388.068711 | 371.482308 | 10.444501 | 68.18402 | 3.762223 | 0 |
5.271971 | 193.169509 | 22,005.43655 | 6.18395 | 267.825648 | 351.48028 | 15.664382 | 68.615876 | 4.119436 | 0 |
6.465094 | 241.268138 | 43,958.67813 | 7.420155 | 306.020393 | 544.600567 | 20.768986 | 89.646506 | 3.790524 | 0 |
8.245187 | 199.305774 | 13,909.479065 | 9.369642 | 406.047609 | 423.736784 | 14.801329 | 97.277004 | 4.125732 | 0 |
null | 196.432007 | 18,128.908291 | 8.008077 | 323.552138 | 313.36187 | 18.600728 | 67.964376 | 3.502082 | 0 |
6.704792 | 176.896033 | 28,140.768155 | 6.942107 | null | 455.972627 | 16.03598 | 40.076113 | 3.806596 | 0 |
6.430255 | 207.579402 | 26,855.105611 | 7.08791 | 304.173434 | 418.419471 | 17.921141 | 34.816398 | 4.805792 | 0 |
7.482791 | 186.093432 | 19,621.325105 | 8.171865 | 369.190878 | 475.21146 | 12.127254 | 105.165799 | 4.094746 | 0 |
5.504452 | 164.500984 | 11,950.235031 | 6.800958 | 302.190494 | 537.539609 | 14.393869 | 69.939822 | 4.657361 | 0 |
7.521921 | 198.354626 | 20,139.430347 | 7.177655 | null | 603.054956 | 13.77361 | 84.816771 | 3.110932 | 0 |
null | 164.094744 | 9,344.653322 | 5.959309 | 349.019434 | 367.389811 | 13.937968 | 88.771969 | 4.559337 | 0 |
8.522568 | 208.133 | 16,446.32805 | 6.729775 | 372.503843 | 346.374598 | 12.002178 | 80.758618 | 3.358284 | 0 |
5.694476 | 193.43213 | 18,742.925222 | 6.556668 | 327.002371 | 448.754151 | 13.623308 | 56.326497 | 4.107467 | 0 |
6.934504 | 176.969431 | 15,323.408822 | 5.66687 | 369.341803 | 435.948386 | 21.81316 | 104.7477 | 3.875238 | 0 |
6.11518 | 226.084429 | 24,699.523903 | 6.707523 | 298.329339 | 429.706681 | 14.53608 | 71.04548 | 3.690862 | 0 |
8.575673 | 197.560283 | 15,888.625207 | 4.865463 | 311.557381 | 464.725567 | 18.736927 | 40.224521 | 3.506229 | 0 |
5.689143 | 181.584565 | 17,589.26899 | 7.23847 | 350.782082 | 345.536366 | 16.030293 | null | 4.59298 | 0 |
null | 199.064672 | 39,927.737045 | 5.454051 | 259.009945 | 257.963154 | 14.24472 | 52.616387 | 4.059377 | 0 |
7.226127 | 213.320616 | 23,129.748056 | 6.193624 | 304.562776 | 624.229901 | 16.982256 | 73.733593 | 4.153559 | 0 |
7.197796 | 168.640975 | 12,763.267889 | 6.897594 | null | 566.250694 | 12.437571 | 65.746717 | 3.844013 | 0 |
3.846814 | 190.992873 | 26,895.257956 | 5.629536 | null | 660.254946 | 18.125202 | 78.153575 | 3.584202 | 0 |
5.896339 | 178.678094 | 17,420.087149 | 5.292162 | null | 473.686693 | 16.437715 | 79.471177 | 5.032855 | 0 |
null | 247.453297 | 43,846.025266 | 7.865781 | 324.24378 | 334.166061 | 16.661153 | 54.236592 | 3.572344 | 0 |
8.32635 | 213.874858 | 35,477.766643 | 8.364131 | 346.787003 | 569.103294 | 17.466467 | 62.792905 | 4.395285 | 0 |
6.891562 | 198.544641 | 26,240.492982 | 5.15387 | null | 436.927096 | 8.634319 | 86.810229 | 3.561963 | 0 |
5.548125 | 217.018259 | 34,006.768745 | 6.647425 | 331.402947 | 430.269664 | 15.647036 | 64.980642 | 4.599236 | 0 |
null | 175.588146 | 17,092.225827 | 7.338417 | 323.154115 | 491.728142 | 11.705953 | 52.363442 | 4.316063 | 0 |
5.386638 | 206.896806 | 20,416.65103 | 7.312752 | 356.384272 | 525.123471 | 10.218185 | 70.033119 | 4.3209 | 0 |
7.262535 | 212.521308 | 38,713.112692 | 5.837807 | 262.095022 | 332.425224 | 14.098786 | 70.300741 | 4.846359 | 0 |
6.257086 | 180.406211 | 13,826.257914 | 7.075131 | 346.627467 | 422.600375 | 11.838106 | 77.838212 | 3.994714 | 0 |
7.025504 | 205.400529 | 21,884.538515 | 7.276065 | 304.732203 | 442.40554 | 15.843744 | 65.580338 | 2.941555 | 0 |
6.584839 | 196.133985 | 16,609.925489 | 6.673977 | 323.372352 | 304.713665 | 12.501554 | 85.682146 | 3.919955 | 0 |
6.565634 | 159.729363 | 19,044.680071 | 6.693214 | 283.514672 | 393.625173 | 18.207137 | 67.054119 | 2.770948 | 0 |
6.622103 | 196.891061 | 16,010.524152 | 7.256071 | null | 264.283933 | 14.410952 | 45.448777 | 5.290921 | 0 |
7.217393 | 180.194221 | 13,579.55458 | 5.993126 | 317.963404 | 421.963539 | 12.370339 | 63.446749 | 3.74662 | 0 |
5.253907 | 191.982047 | 34,793.853306 | 5.817404 | null | 395.713259 | 12.570715 | 54.968734 | 3.488373 | 0 |
8.131375 | 177.095312 | 13,238.070298 | 6.678741 | null | 450.718334 | 20.603574 | 85.105892 | 3.542811 | 0 |
6.619775 | 150.718361 | 11,388.534187 | 6.80758 | 370.753469 | 431.430087 | 7.710769 | 73.634278 | 4.086921 | 0 |
null | 206.318343 | 18,752.269677 | 8.202453 | 344.589628 | 510.48788 | 5.362371 | 61.911364 | 3.293553 | 0 |
6.217255 | 205.648251 | 32,911.929717 | 5.946074 | 298.39049 | 414.771017 | 12.128366 | 79.245033 | 2.081425 | 0 |
5.019985 | 156.970822 | 19,272.704481 | 6.18471 | 331.559845 | 341.35716 | 16.196573 | 75.302598 | 4.089485 | 0 |
6.90738 | 210.27921 | 40,290.221636 | 6.874702 | 294.015198 | 340.704978 | 18.253472 | 84.022119 | 1.496101 | 0 |
6.313115 | 162.336412 | 20,849.190737 | 7.086469 | null | 387.957716 | 15.047593 | 83.921292 | 4.126965 | 0 |
null | 179.320123 | 5,075.269202 | 8.737783 | 455.451234 | 392.353732 | 16.839331 | 76.243623 | 4.397533 | 0 |
7.293929 | 180.843125 | 15,823.339374 | 7.721977 | null | 457.520443 | 8.857599 | 37.73479 | 4.40325 | 0 |
6.630364 | 186.761088 | 30,939.023214 | 7.703481 | null | 330.876083 | 13.815757 | 86.753117 | 3.490588 | 0 |
8.01578 | 180.060377 | 12,135.72493 | 6.259376 | 310.068681 | 666.690618 | 17.660149 | 66.588849 | 3.18058 | 0 |
4.24989 | 168.572146 | 16,073.67062 | 5.360896 | 261.267707 | 449.051516 | 11.34921 | 86.946897 | 4.116348 | 0 |
4.26527 | 199.499451 | 25,634.533284 | 5.914884 | 260.261206 | 300.547929 | 12.198732 | 55.942366 | 4.900446 | 0 |
9.266841 | 203.252613 | 20,478.785957 | 6.838779 | 337.299567 | 508.28335 | 19.164525 | null | 4.330049 | 0 |
9.619457 | 210.261247 | 18,185.050473 | 7.939889 | null | 387.330215 | 17.478162 | 65.989507 | 3.1732 | 0 |
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