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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 |
|---|---|---|---|---|---|---|---|---|---|
6.888843 | 188.920671 | 27,368.014339 | 8.003187 | 355.478563 | 465.346979 | 12.377083 | 75.112494 | 4.512332 | 1 |
9.135694 | 194.815618 | 9,496.910354 | 6.185925 | 345.714206 | 562.771467 | 13.676435 | 74.424166 | 3.281802 | 0 |
7.920795 | 173.357151 | 13,454.634777 | 6.947895 | 356.768119 | 471.368695 | 16.47784 | 68.000508 | 3.374327 | 0 |
6.630122 | 192.521703 | 36,269.701317 | 4.973866 | 277.499297 | 320.470853 | 14.786347 | 80.980213 | 3.352765 | 1 |
6.128426 | 141.49241 | 9,615.83271 | 7.627919 | 277.951704 | 415.008737 | 16.435843 | 50.693927 | 4.633824 | 0 |
5.628407 | 226.830043 | 28,334.491937 | 8.012497 | 293.924273 | 351.161213 | 15.019241 | 35.178662 | 5.050683 | 1 |
7.766187 | 223.057835 | 14,945.295661 | 6.026817 | null | 482.406236 | 6.747761 | 83.186751 | 3.674225 | 0 |
6.528479 | 176.939676 | 18,533.337828 | 6.083268 | 336.296413 | 491.477924 | 13.531264 | 96.944104 | 4.063276 | 0 |
4.63825 | 182.419621 | 34,261.985889 | 6.197716 | 307.458454 | 439.117705 | 7.760853 | null | 4.124538 | 1 |
8.040144 | 224.863482 | 6,879.764653 | 8.136931 | 418.95501 | 360.957679 | 12.405913 | 73.21799 | 3.98646 | 1 |
null | 184.020029 | 13,361.226016 | 9.258656 | 335.089993 | 467.444154 | 19.581926 | 80.084233 | 4.411058 | 0 |
6.323942 | 185.992411 | 23,234.788934 | 5.892963 | 347.236827 | 401.304895 | 13.263282 | 60.474031 | 3.575011 | 1 |
4.103868 | 168.283651 | 22,207.470232 | 5.85008 | null | 344.869506 | 15.466455 | 34.719623 | 3.808851 | 0 |
5.343075 | 211.662091 | 45,166.912141 | 6.651801 | 279.7675 | 485.959717 | 19.682337 | 70.546862 | 4.240032 | 0 |
6.728975 | 187.202712 | 26,376.062287 | 8.457662 | 337.861922 | 488.976394 | 17.689785 | 77.131889 | 4.593787 | 1 |
6.709336 | 226.427586 | 8,238.290038 | 7.692413 | 289.92138 | 284.774459 | 11.86848 | 51.875207 | 4.074387 | 0 |
null | 201.83372 | 29,508.492814 | 3.929624 | 325.061246 | 428.661398 | 8.819491 | 76.373753 | 4.115321 | 0 |
null | 205.509457 | 20,406.927672 | 6.810069 | 355.265923 | 482.330055 | 12.337776 | 70.580607 | 4.102529 | 0 |
8.837787 | 195.827213 | 11,610.207949 | 7.870062 | 332.759029 | 514.925997 | 12.291616 | 87.429078 | 2.08708 | 1 |
8.473249 | 129.240081 | 20,465.588609 | 7.212917 | null | 590.906574 | 15.292706 | 63.939821 | 4.810185 | 1 |
6.354038 | 227.232895 | 16,174.433739 | 7.567419 | 411.285251 | 355.527307 | 9.969701 | 82.492595 | 4.93524 | 1 |
6.19317 | 225.683422 | 12,883.726496 | 4.73936 | null | 389.405978 | 14.560136 | 76.457816 | 3.466645 | 1 |
6.769573 | 168.937072 | 11,067.181148 | 7.121264 | 305.79495 | 289.54246 | 18.545903 | 62.001571 | 5.22054 | 0 |
5.41212 | 272.514685 | 2,835.303165 | 5.77801 | null | 347.804416 | 15.307746 | 66.661479 | 5.680347 | 1 |
5.126763 | 230.603758 | 11,983.869376 | 6.303357 | null | 402.883113 | 11.168946 | 77.488213 | 4.708658 | 1 |
null | 210.744708 | 12,229.298484 | 6.950981 | 387.388826 | 422.027072 | 14.680844 | 77.32233 | 2.516769 | 0 |
null | 236.356975 | 24,873.622781 | 9.410658 | 300.688417 | 479.056034 | 13.521923 | 46.598871 | 5.284233 | 0 |
6.438422 | 202.537835 | 26,448.245087 | 5.775933 | 322.451774 | 567.201675 | 12.641968 | 55.701067 | 3.38036 | 1 |
4.761105 | 150.074533 | 19,197.105515 | 7.936652 | 374.477319 | 400.451268 | 11.13215 | 69.26035 | 4.581395 | 1 |
9.597192 | 167.088976 | 21,153.322827 | 7.944469 | 346.075016 | 335.197608 | 14.347676 | 50.642447 | 5.145153 | 1 |
6.810345 | 166.592425 | 18,852.122979 | 7.847712 | null | 294.383914 | 13.447314 | 54.117664 | 4.115696 | 0 |
null | 159.832881 | 23,917.190146 | 6.781576 | 369.223852 | 472.927194 | 13.891834 | 85.758645 | 2.857687 | 0 |
null | 184.040988 | 23,727.094105 | 4.964449 | 277.680837 | 382.847741 | 10.213623 | 75.56105 | 3.714469 | 1 |
5.87244 | 185.403976 | 14,343.423207 | 9.690213 | 333.564587 | 409.113512 | 14.74124 | 64.183725 | 3.741067 | 0 |
6.155249 | 159.519502 | 19,781.6106 | 10.08161 | 310.140661 | 505.108379 | 16.768604 | 41.995455 | 3.803909 | 0 |
null | 218.405545 | 11,370.649169 | 6.866826 | 392.841907 | 284.551173 | 16.09552 | null | 3.266562 | 0 |
6.284386 | 222.688795 | 18,526.261691 | 8.980271 | 395.261637 | 517.150548 | 15.86901 | 55.384333 | 5.030712 | 1 |
null | 191.258655 | 14,064.899155 | 7.036949 | 361.154951 | 399.838662 | 10.845264 | 35.582992 | 3.732339 | 0 |
5.191834 | 211.094185 | 14,866.103863 | 7.238691 | 323.109285 | 388.71658 | 17.78 | 83.505406 | 3.859801 | 1 |
null | 164.909072 | 32,768.227966 | 6.309685 | 285.560983 | 527.198675 | 15.843303 | 59.728173 | 3.499453 | 1 |
6.985192 | 133.432132 | 21,944.64183 | 8.577655 | 341.239907 | 536.277153 | 16.176686 | 91.708813 | 4.246202 | 1 |
5.274185 | 227.340186 | 17,605.535759 | 6.32698 | 358.589903 | 489.434591 | 11.199191 | null | 4.364426 | 1 |
5.290667 | 160.432029 | 9,265.104948 | 9.272066 | 358.547147 | 464.573338 | 11.220817 | 67.646066 | 3.530574 | 0 |
7.442023 | 194.763871 | 34,565.70169 | 8.493348 | 294.836218 | 350.085116 | 18.962014 | 79.958321 | 2.894651 | 1 |
8.892998 | 224.078183 | 22,960.180644 | 8.982036 | 274.689459 | 466.24548 | 9.693049 | 59.577212 | 3.619133 | 1 |
5.89087 | 184.055762 | 34,920.039348 | 7.401367 | 343.791603 | 281.544452 | 14.728773 | 62.601685 | 4.370777 | 0 |
7.157338 | 214.010101 | 23,718.552011 | 3.924367 | 343.764377 | 506.899657 | 15.446049 | null | 5.183622 | 0 |
10.15544 | 300.292476 | 12,652.362979 | 6.655126 | 398.647786 | 487.459131 | 9.347634 | 67.919789 | 5.002467 | 0 |
6.603641 | 206.919743 | 14,598.025787 | 6.452141 | 316.253503 | 582.110606 | 12.520933 | 68.872497 | 3.403798 | 1 |
6.442496 | 183.071355 | 11,592.445624 | 8.960736 | 408.24267 | 385.014867 | 16.148258 | 83.332516 | 2.891019 | 1 |
6.714777 | 185.909303 | 34,558.402667 | 6.554858 | 360.508237 | 303.968203 | 10.22647 | 50.214011 | 4.684853 | 1 |
5.877974 | 141.615287 | 13,652.293199 | 5.701659 | 279.7824 | 538.495404 | 12.034042 | 67.907258 | 4.03226 | 0 |
6.648793 | 213.959988 | 16,388.405265 | 7.656506 | 357.728131 | 372.686995 | 15.379519 | 31.895507 | 5.138048 | 0 |
9.24142 | 127.918826 | 39,566.754352 | 8.860818 | 281.99564 | 487.339169 | 9.534499 | 65.516668 | 4.718851 | 1 |
7.156424 | 197.993538 | 27,025.206963 | 6.734527 | 359.710517 | 448.457161 | 12.511973 | 49.299849 | 2.958415 | 1 |
6.941719 | 173.334389 | 20,111.821256 | 6.697194 | null | 374.485332 | 19.937486 | null | 4.563183 | 1 |
7.3616 | 231.793183 | 29,169.720783 | 7.929904 | 375.097188 | 389.272645 | 13.853116 | 39.532787 | 3.751589 | 1 |
9.434006 | 158.38784 | 20,474.820824 | 5.857333 | 285.395112 | 476.842011 | 14.38835 | 73.164778 | 4.201054 | 1 |
null | 161.038971 | 25,583.492009 | 6.796914 | null | 467.479901 | 14.105554 | 52.331462 | 4.514175 | 1 |
7.842979 | 200.829674 | 16,827.192867 | 9.888403 | null | 566.330705 | 13.791245 | 46.662407 | 5.109312 | 1 |
null | 157.801194 | 16,963.625012 | 8.335619 | 300.044234 | 360.995994 | 12.823861 | 71.717005 | 4.405386 | 0 |
6.339143 | 167.419711 | 16,364.159409 | 8.095991 | 312.394079 | 372.511627 | 21.887088 | 91.066356 | 3.355765 | 1 |
7.52898 | 225.340986 | 8,129.734919 | 6.305472 | 309.231247 | 379.339293 | 16.961944 | 64.265787 | 3.64441 | 0 |
8.581043 | 153.709092 | 19,970.434294 | 7.661687 | 312.885127 | 520.808359 | 14.781584 | 74.127793 | 2.883145 | 1 |
7.685397 | 230.335708 | 7,324.701425 | 7.991366 | 331.512533 | 492.850391 | 14.233952 | 74.068658 | 4.179187 | 0 |
8.397248 | 199.495811 | 16,772.226246 | 8.117218 | 343.403764 | 402.464906 | 17.236047 | 75.853549 | 2.835794 | 0 |
null | 167.386127 | 20,944.620814 | 4.963124 | null | 566.339294 | 11.318807 | null | 3.679795 | 0 |
4.931958 | 164.666769 | 31,155.540218 | 7.411483 | 383.782626 | 506.531414 | 14.980034 | 69.249229 | 5.045983 | 1 |
5.895949 | 187.153617 | 37,118.255436 | 4.60073 | 253.158469 | 531.169101 | 11.410184 | 77.286551 | 3.659653 | 1 |
7.692524 | 220.819152 | 26,686.847941 | 8.286211 | 299.958846 | 564.526974 | 13.861775 | 77.01594 | 4.522432 | 0 |
5.716756 | 197.10421 | 12,641.527809 | 8.702061 | 287.012564 | 345.083936 | 17.273966 | 58.411515 | 4.080675 | 0 |
4.997771 | 280.082411 | 26,849.194735 | 6.130757 | 374.232961 | 297.61154 | 15.571571 | 70.560275 | 3.404633 | 1 |
6.548021 | 278.585105 | 25,508.386949 | 6.749378 | 366.871502 | 497.321753 | 16.563167 | 79.323678 | 3.61186 | 1 |
6.714862 | 236.542051 | 33,197.150527 | 4.958517 | 331.48453 | 402.946557 | 14.841182 | null | 4.593764 | 0 |
6.987335 | 224.034417 | 13,505.033116 | 5.87118 | null | 479.825497 | 15.921413 | 73.064218 | 3.870293 | 1 |
5.403884 | 199.016674 | 11,571.421537 | 6.285434 | null | 377.430746 | 11.859074 | 74.012043 | 3.189942 | 1 |
6.317577 | 143.299959 | 22,577.818935 | 5.690078 | 338.8972 | 573.814744 | 15.315515 | 48.973887 | 3.399048 | 0 |
7.213537 | 176.640063 | 34,727.408564 | 5.162278 | 287.706912 | 332.199507 | 10.327476 | 77.261468 | 3.497481 | 0 |
7.064789 | 188.391725 | 20,567.14593 | 7.443243 | 360.322976 | 656.924128 | 16.274831 | 84.827183 | 4.401628 | 1 |
7.610509 | 208.817812 | 34,538.544038 | 5.60062 | 301.787241 | 470.740312 | 15.668908 | 35.365054 | 4.692218 | 0 |
6.144759 | 210.979747 | 19,981.315188 | 9.203614 | 271.097104 | 332.598126 | 17.187963 | 79.634242 | 3.08208 | 1 |
8.410626 | 185.183739 | 29,985.249881 | 8.178008 | null | 489.904347 | 17.697765 | 74.230076 | 4.352296 | 0 |
9.149127 | 162.683275 | 21,463.059188 | 9.820675 | null | 501.566902 | 15.667044 | 83.691551 | 4.805641 | 0 |
10.191665 | 211.566904 | 13,630.047308 | 6.524476 | 297.049066 | 468.371387 | 17.411747 | 72.720573 | 3.403423 | 0 |
6.284248 | 190.017649 | 12,206.68121 | 7.910711 | null | 395.261063 | 13.24614 | 58.927726 | 3.377132 | 0 |
9.831402 | 263.632722 | 13,345.369098 | 6.566929 | 295.774218 | 462.439737 | 12.002323 | 76.021367 | 3.311808 | 0 |
null | 205.235194 | 22,613.297485 | 6.48581 | 266.639384 | 313.009639 | 11.623605 | 28.400877 | 3.978495 | 1 |
7.369912 | 155.644805 | 19,283.402051 | 5.435025 | 399.940784 | 391.324215 | 18.148562 | 63.698617 | 3.821721 | 0 |
6.975209 | 175.421039 | 35,701.15532 | 5.494254 | 290.052802 | 401.058802 | 10.285283 | 66.420579 | 5.256484 | 1 |
8.447404 | 163.949905 | 19,583.057349 | 6.433184 | 334.655886 | 547.02383 | 18.238711 | 45.668318 | 5.218307 | 1 |
6.39657 | 243.724707 | 12,278.98528 | 6.794551 | null | 489.449305 | 17.638039 | null | 4.18825 | 0 |
6.189699 | 224.432949 | 15,229.702869 | 5.879184 | 366.501118 | 649.805765 | 10.257515 | 71.780949 | 3.027371 | 1 |
6.903074 | 206.922504 | 17,947.988114 | 7.048017 | null | 601.985223 | 11.77511 | 58.176255 | 4.473887 | 1 |
null | 214.21606 | 19,026.672842 | 7.634724 | null | 421.140278 | 16.825739 | 74.629431 | 3.986882 | 0 |
null | 187.873284 | 29,532.615003 | 7.981037 | 274.493395 | 469.132117 | 16.169212 | 78.925527 | 4.586748 | 0 |
7.874671 | 195.102299 | 17,404.177061 | 7.509306 | null | 327.45976 | 16.140368 | 78.698446 | 2.309149 | 1 |
7.774468 | 216.752872 | 22,316.398284 | 7.947534 | 385.043438 | 288.068578 | 14.136699 | 68.861861 | 3.891097 | 1 |
4.443239 | 178.956206 | 25,008.532248 | 4.948815 | 298.576676 | 429.544773 | 17.729724 | 56.347689 | 3.268325 | 0 |
6.232011 | 208.668172 | 12,149.69673 | 8.560039 | null | 325.344706 | 13.246995 | 33.380354 | 1.641515 | 1 |
6.704432 | 148.842129 | 13,329.032253 | 7.118465 | null | 403.420996 | 20.794371 | 70.346102 | 3.395332 | 0 |
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