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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 |
|---|---|---|---|---|---|---|---|---|---|
7.893313 | 220.34832 | 14,444.289598 | 8.0374 | 300.152172 | 339.066071 | 18.423634 | 67.009098 | 4.09736 | 1 |
4.855588 | 145.79037 | 14,905.255912 | 9.829675 | 392.667482 | 459.288037 | 10.44659 | 52.289484 | 4.697153 | 1 |
5.230454 | 152.094169 | 24,790.724599 | 6.30873 | 388.998079 | 307.918075 | 12.594197 | 51.625213 | 3.695615 | 1 |
7.017295 | 170.132446 | 20,169.344252 | 5.21628 | 378.226971 | 512.768439 | 15.505992 | 64.624944 | 4.899611 | 1 |
4.941972 | 166.71044 | 19,806.411303 | 8.031865 | 426.157519 | 352.039092 | 15.496887 | 68.608402 | 5.076147 | 1 |
9.638222 | 226.470215 | 30,739.689085 | 6.849401 | null | 278.251424 | 13.728883 | 69.26812 | 4.61437 | 1 |
7.3374 | 176.7535 | 18,543.499362 | 7.127078 | 278.361177 | 427.930687 | 14.773005 | 85.680836 | 4.981834 | 1 |
null | 241.066929 | 22,656.714625 | 7.293823 | null | 315.604327 | 16.404805 | 46.139183 | 3.735204 | 1 |
null | 181.63015 | 22,665.138528 | 7.221068 | null | 521.873515 | 10.985422 | 76.126352 | 3.291943 | 1 |
8.257597 | 208.404166 | 20,109.02627 | 6.230582 | 235.770982 | 528.068658 | 14.410778 | 74.984937 | 4.528575 | 1 |
8.315268 | 229.757446 | 15,077.850343 | 7.053503 | null | 446.95491 | 12.195094 | 77.52343 | 4.128525 | 1 |
null | 114.733545 | 13,677.99404 | 9.9812 | 441.826777 | 524.000355 | 11.384858 | 71.153285 | 3.293848 | 1 |
7.171594 | 250.225297 | 22,431.026987 | 7.697675 | null | 462.766976 | 7.923398 | 79.697764 | 4.622736 | 1 |
6.941279 | 180.817722 | 15,433.134837 | 7.140122 | 325.515857 | 480.878544 | 20.302337 | 61.520687 | 4.17896 | 1 |
null | 256.936378 | 13,766.330789 | 5.083866 | 290.311034 | 384.906516 | 17.731523 | 58.354856 | 3.979297 | 1 |
6.888548 | 179.632475 | 30,722.298233 | 6.579328 | 284.885743 | 393.493155 | 7.70101 | 63.293585 | 2.901432 | 1 |
6.833111 | 178.658074 | 31,461.19676 | 7.942857 | 302.535371 | 415.097438 | 19.370328 | null | 3.021574 | 1 |
8.247958 | 195.539536 | 28,327.167338 | 5.378286 | 281.229853 | 588.699193 | 18.076938 | 70.793036 | 4.723231 | 1 |
8.92238 | 278.619448 | 21,963.476003 | 8.105638 | 334.053693 | 385.874799 | 8.803475 | null | 5.821826 | 1 |
7.356057 | 234.782302 | 31,409.063979 | 7.39553 | 283.509583 | 428.753104 | 22.166321 | 87.399122 | 4.549917 | 1 |
null | 168.409525 | 26,148.537873 | 9.03044 | 424.302122 | 445.345875 | 10.674582 | 51.876955 | 3.893327 | 1 |
9.752703 | 269.640378 | 10,194.325411 | 7.978044 | 298.082462 | 580.003534 | 12.562615 | 51.353052 | 3.42211 | 1 |
6.844142 | 184.393043 | 41,408.114822 | 6.459987 | null | 398.046804 | 13.166416 | 68.89062 | 3.412853 | 1 |
6.910765 | 242.091338 | 7,764.438022 | 8.04587 | 440.635509 | 487.93231 | 18.376802 | 45.306539 | 4.340149 | 1 |
8.801846 | 205.407825 | 13,121.171943 | 6.701767 | 263.482728 | 399.283562 | 18.909035 | 67.963342 | 4.031496 | 1 |
6.283104 | 236.823214 | 26,188.162174 | 9.364361 | 328.503515 | 470.821569 | 16.351912 | 68.910337 | 2.663921 | 1 |
6.354038 | 227.232895 | 16,174.433739 | 7.567419 | 411.285251 | 355.527307 | 9.969701 | 82.492595 | 4.93524 | 1 |
5.928767 | 192.04842 | 19,240.058202 | 8.986863 | 400.164161 | 459.260961 | 9.893655 | 52.157787 | 3.592912 | 1 |
6.823642 | 170.328172 | 14,053.220679 | 8.120631 | null | 544.011075 | 13.542213 | 77.227003 | 3.386363 | 1 |
7.342231 | 198.168804 | 35,273.976229 | 5.268807 | 300.405924 | 448.151669 | 12.388549 | 62.743383 | 4.261504 | 1 |
7.14602 | 195.922102 | 22,445.173303 | 6.652035 | null | 484.442965 | 12.367109 | 57.530659 | 5.393476 | 1 |
5.089388 | 147.995271 | 39,659.876898 | 8.424878 | null | 498.70089 | 14.943585 | 84.254264 | 3.054045 | 1 |
8.594217 | 228.160901 | 29,706.234224 | 5.92446 | 257.14865 | 517.844674 | 15.963752 | 52.950023 | 4.489545 | 1 |
8.149437 | 220.203735 | 23,978.107683 | 7.384126 | 360.414005 | 461.804548 | 13.364677 | 103.38021 | 4.949257 | 1 |
9.271579 | 274.021391 | 38,886.387679 | 8.045991 | 244.086257 | 504.616793 | 15.981068 | 62.320048 | 3.549608 | 1 |
7.021617 | 203.201197 | 12,352.811105 | 6.845744 | 380.804054 | 435.674393 | 14.507013 | 68.233386 | 3.855636 | 1 |
7.833361 | 249.340053 | 13,394.731607 | 8.34167 | 393.137872 | 443.629123 | 10.983344 | 76.645734 | 4.270973 | 1 |
6.643734 | 202.413638 | 14,110.920968 | 8.75411 | 340.975559 | 291.084744 | 15.954655 | 64.363793 | 3.920607 | 1 |
6.761414 | 216.532498 | 32,156.819439 | 8.723064 | 343.601104 | 526.325214 | 20.314691 | 60.521593 | 4.350207 | 1 |
7.243482 | 196.982379 | 29,772.019247 | 6.497201 | null | 322.365237 | 14.154955 | 50.655001 | 4.763579 | 1 |
7.990658 | 211.286342 | 26,951.862653 | 7.510776 | null | 638.000182 | 13.942812 | 69.394418 | 3.160917 | 1 |
7.612517 | 225.492793 | 14,812.970645 | 7.982595 | 356.690174 | 341.074925 | 14.994662 | 55.893916 | 2.939593 | 1 |
6.080993 | 182.413992 | 31,321.082426 | 7.624239 | 318.722751 | 498.454099 | 11.398007 | 81.288382 | 2.091787 | 1 |
7.888425 | 269.572913 | 15,761.871366 | 8.173475 | null | 490.895109 | 7.025536 | 78.502271 | 2.998066 | 1 |
6.658834 | 182.389559 | 16,828.880597 | 7.071299 | 355.89689 | 434.658981 | 16.618053 | 69.412284 | 3.96974 | 1 |
null | 208.303833 | 23,495.307483 | 5.80034 | 274.97528 | 465.330856 | 5.980339 | 57.203089 | 3.210753 | 1 |
7.222998 | 179.56029 | 21,314.869789 | 5.864717 | null | 435.573888 | 11.87837 | 79.394008 | 3.966259 | 1 |
null | 194.713968 | 40,611.713319 | 7.423192 | 290.332286 | 517.626888 | 16.340159 | 72.09361 | 3.125609 | 1 |
6.427721 | 166.850237 | 12,215.409083 | 7.696751 | 376.282617 | 352.74537 | 20.130483 | 66.735044 | 2.904453 | 1 |
5.023381 | 136.976879 | 15,040.841478 | 7.588021 | 409.918702 | 454.884809 | 14.245091 | 71.983851 | 4.477351 | 1 |
null | 192.057661 | 25,795.693635 | 6.116863 | 318.926564 | 509.062833 | 13.939193 | 84.3154 | 3.789196 | 1 |
8.164 | 195.212495 | 27,414.899123 | 5.412481 | 231.724225 | 529.681807 | 12.425426 | 69.990128 | 3.673088 | 1 |
null | 202.882429 | 17,505.852735 | 7.104366 | 310.532837 | 429.289895 | 17.958968 | 78.587538 | 3.537041 | 1 |
5.272156 | 181.732877 | 19,015.468275 | 9.013016 | 446.724016 | 390.012003 | 11.103467 | 63.82601 | 4.063826 | 1 |
6.903074 | 206.922504 | 17,947.988114 | 7.048017 | null | 601.985223 | 11.77511 | 58.176255 | 4.473887 | 1 |
7.466558 | 212.81603 | 16,679.673622 | 5.436264 | 366.601344 | 358.909589 | 6.13421 | 46.655429 | 4.991675 | 1 |
7.397651 | 260.083385 | 26,730.635334 | 8.076995 | 361.113199 | 376.482171 | 17.847827 | 101.466825 | 3.078479 | 1 |
null | 154.925972 | 30,037.221625 | 5.796571 | 252.067267 | 311.750019 | 13.904652 | 77.532042 | 4.113585 | 1 |
null | 226.31858 | 18,465.265042 | 6.026304 | 358.69723 | 366.926293 | 10.269402 | 61.159327 | 3.406563 | 1 |
5.539534 | 200.711681 | 21,021.418259 | 9.827309 | 390.554156 | 437.341655 | 14.95589 | 67.169816 | 3.75566 | 1 |
7.376161 | 199.17016 | 17,181.008814 | 6.602452 | 388.028517 | 357.372931 | 16.948292 | 75.88616 | 4.010235 | 1 |
9.318614 | 317.338124 | 24,497.873935 | 7.597452 | 357.167217 | 476.510384 | 12.032377 | 68.59983 | 4.642719 | 1 |
6.701941 | 168.745414 | 17,176.878951 | 6.390966 | 330.674729 | 404.930726 | 10.82784 | 52.112707 | 4.17945 | 1 |
5.547576 | 182.644736 | 27,417.998043 | 9.58609 | 378.526141 | 596.650495 | 11.565242 | 78.878604 | 4.448671 | 1 |
9.001823 | 263.514188 | 15,379.912763 | 6.473674 | 355.006426 | 561.687003 | 22.045457 | 61.514342 | 3.976873 | 1 |
9.130769 | 266.744959 | 9,929.19481 | 6.011964 | 352.153214 | 542.806782 | 10.974207 | 65.782453 | 4.771444 | 1 |
4.07792 | 185.852326 | 9,975.601334 | 10.758464 | null | 307.877571 | 9.702581 | 64.361116 | 4.789052 | 1 |
7.125211 | 209.746771 | 16,701.565975 | 7.458741 | 320.500945 | 404.704596 | 18.952797 | 92.347375 | 3.908075 | 1 |
13.54124 | 187.606792 | 13,475.912773 | 6.756055 | null | 411.264465 | 15.142667 | 74.448559 | 3.529191 | 0 |
7.171224 | 199.160175 | 13,163.031278 | 5.762522 | 351.278134 | 436.602436 | 19.103152 | 52.577451 | 2.209092 | 0 |
null | 176.386651 | 26,003.163265 | 7.809251 | 358.429774 | 336.142005 | 14.447961 | 90.224844 | 4.410674 | 0 |
6.977744 | 166.845574 | 18,622.444796 | 6.609706 | 353.339919 | 333.968568 | 12.53456 | 48.463588 | 3.530623 | 0 |
6.357167 | 191.135512 | 14,782.804221 | 6.154448 | null | 527.932636 | 18.863094 | 69.626325 | 5.222077 | 0 |
null | 231.305127 | 15,629.762335 | 7.018067 | 297.748867 | 406.340425 | 11.835535 | 49.679696 | 4.464244 | 0 |
8.339437 | 175.596742 | 12,629.853049 | 6.976314 | null | 452.33752 | 17.528839 | 101.851393 | 4.133696 | 0 |
6.276957 | 178.263911 | 25,590.680244 | 6.748702 | null | 445.186133 | 8.567973 | 70.765532 | 3.214286 | 0 |
10.947473 | 146.883038 | 27,671.5226 | 7.279137 | null | 376.903821 | 17.346504 | 85.292925 | 3.112317 | 0 |
9.871791 | 114.37145 | 27,912.908263 | 8.660269 | 340.046298 | 490.451835 | 8.517762 | 64.831248 | 3.652264 | 0 |
4.317187 | 225.514573 | 27,163.457876 | 6.888136 | 325.933679 | 446.341319 | 17.152945 | 43.385914 | 4.078277 | 0 |
4.227537 | 201.447487 | 13,122.329581 | 6.932558 | 374.843538 | 402.660774 | 22.823293 | 76.469426 | 4.479628 | 0 |
4.140077 | 253.599838 | 40,626.84781 | 7.754533 | 265.468749 | 432.511197 | 19.126695 | 61.520018 | 3.167583 | 0 |
5.349997 | 193.808121 | 31,795.625606 | 8.217819 | 327.233388 | 431.47604 | 11.776193 | 55.81651 | 3.838721 | 0 |
7.578014 | 204.730483 | 19,944.573112 | 6.192653 | null | 517.483057 | 13.975826 | 54.637705 | 3.503819 | 0 |
7.710138 | 174.350577 | 31,017.239418 | 8.212234 | 269.859799 | 437.514066 | 9.32004 | 51.545335 | 3.898671 | 0 |
8.330743 | 198.9958 | 28,919.811775 | 7.436214 | 304.293848 | 429.2255 | 14.713229 | 83.627824 | 2.408049 | 0 |
6.510972 | 188.882919 | 20,081.745362 | 6.559698 | 368.985739 | 367.934555 | 14.807579 | 101.248253 | 3.962525 | 0 |
null | 206.036295 | 8,667.720239 | 6.329952 | 353.529381 | 599.546019 | 21.118938 | 55.932324 | 4.128746 | 0 |
6.934311 | 228.194475 | 13,901.644681 | 6.045503 | 281.552116 | 403.215091 | 17.8119 | 66.779338 | 4.210975 | 0 |
8.618654 | 257.595883 | 11,595.354985 | 6.399933 | null | 343.740007 | 15.331166 | 75.687401 | 4.141342 | 0 |
8.460964 | 236.831781 | 13,158.848362 | 5.478276 | null | 547.91168 | 16.741463 | 74.251544 | 4.728494 | 0 |
4.004248 | 210.486009 | 32,821.850091 | 6.868438 | null | 354.439531 | 14.504058 | 58.514082 | 4.445946 | 0 |
3.762098 | 196.024255 | 45,050.002276 | 8.725582 | 324.14624 | 493.226463 | 8.662215 | 85.157127 | 4.986069 | 0 |
3.795133 | 178.43292 | 27,179.40482 | 6.481019 | null | 365.491679 | 12.350038 | 73.809577 | 3.185083 | 0 |
5.660736 | 232.749854 | 16,488.017513 | 6.262933 | 294.210317 | 385.748053 | 18.875941 | 76.982658 | 5.016188 | 0 |
9.396148 | 224.753957 | 25,825.387005 | 7.391299 | 301.615064 | 503.793691 | 16.876927 | 58.974053 | 4.606058 | 0 |
13.349889 | 152.776455 | 18,464.900775 | 6.717973 | 334.86407 | 450.846369 | 17.192564 | 85.883523 | 2.531075 | 0 |
null | 184.688395 | 20,857.908219 | 6.462946 | 322.680582 | 395.785623 | 18.443786 | 66.242699 | 3.7761 | 0 |
7.817901 | 221.089708 | 13,742.145965 | 6.373737 | 287.698481 | 460.599214 | 12.704827 | 66.7776 | 4.622668 | 0 |
null | 220.892705 | 7,460.24726 | 4.987537 | null | 320.354781 | 13.114365 | 40.612909 | 4.266869 | 0 |
1.431782 | 228.130383 | 12,937.246891 | 6.214773 | 319.734136 | 495.379883 | 12.033344 | 61.141119 | 4.948443 | 0 |
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