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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 |
|---|---|---|---|---|---|---|---|---|---|
7.086877 | 192.387368 | 25,524.82347 | 7.354035 | 322.740031 | 548.917718 | 14.524408 | 64.124391 | 3.992848 | 0 |
3.433874 | 152.480075 | 16,318.733614 | 5.973098 | 313.064316 | 412.915539 | 9.970144 | 68.507542 | 4.104938 | 0 |
8.436759 | 242.48858 | 44,896.984112 | 7.863084 | null | 575.937018 | 14.531777 | 50.774208 | 2.49991 | 0 |
12.246928 | 217.368014 | 11,318.140563 | 8.46516 | 375.894758 | 347.653054 | 9.762505 | 73.832405 | 3.533243 | 0 |
7.343032 | 198.53077 | 14,037.039927 | 5.788346 | null | 479.241467 | 11.090374 | 61.10024 | 5.288058 | 0 |
4.616439 | 192.57401 | 14,982.305477 | 6.080029 | null | 344.146321 | 11.090006 | 88.483583 | 2.634341 | 0 |
8.307463 | 229.941234 | 18,452.645571 | 6.895146 | 338.483703 | 464.900985 | 9.512103 | 84.053415 | 4.625729 | 0 |
4.909641 | 157.240458 | 10,488.770937 | 6.929793 | null | 311.745757 | 11.0238 | 48.525525 | 5.345324 | 0 |
7.709106 | 178.810828 | 18,610.124152 | 7.734441 | null | 462.201163 | 13.888704 | 64.841637 | 4.235108 | 0 |
null | 173.81671 | 26,552.974401 | 6.290279 | 293.170273 | 366.718706 | 13.271499 | 72.12984 | 3.206995 | 0 |
7.818275 | 179.218217 | 27,558.542533 | 7.504453 | 315.447492 | 359.09919 | 12.618667 | 52.377477 | 3.329243 | 0 |
8.207459 | 189.942157 | 17,447.994672 | 6.761682 | null | 449.412606 | 15.335711 | 54.946344 | 4.151866 | 0 |
6.958534 | 187.748849 | 13,457.211129 | 7.363593 | 330.750392 | 350.603431 | 16.719156 | 77.671292 | 4.1946 | 0 |
null | 193.92618 | 14,936.503971 | 7.203401 | 309.447432 | 447.450108 | 12.180626 | null | 4.297914 | 0 |
4.34944 | 157.513361 | 24,352.066099 | 5.967722 | 287.04511 | 432.642307 | 10.667254 | 44.289013 | 4.442712 | 0 |
6.629985 | 195.70038 | 21,495.537558 | 6.546464 | 363.691949 | 335.80471 | 11.395098 | 66.165224 | 2.534499 | 0 |
8.969697 | 195.744765 | 9,049.682595 | 7.467068 | 396.453568 | 378.528511 | 17.757697 | 114.208671 | 3.983099 | 0 |
6.77105 | 194.635122 | 15,719.493609 | 6.746344 | 339.001575 | 441.730391 | 22.891011 | 75.472825 | 3.244867 | 0 |
6.724639 | 223.175415 | 41,552.019664 | 7.7447 | 271.15712 | 463.885216 | 13.165035 | 61.058796 | 2.921415 | 0 |
null | 221.391974 | 27,979.736222 | 6.57239 | 349.624553 | 355.781983 | 9.986355 | 81.963485 | 3.439623 | 0 |
6.967271 | 218.792793 | 33,933.709852 | 8.97718 | 360.996941 | 438.809155 | 18.633065 | 71.919217 | 3.272471 | 0 |
null | 225.972136 | 32,617.124604 | 7.380664 | 259.205274 | 355.879301 | 11.122653 | 66.359658 | 3.232872 | 0 |
7.053117 | 240.85177 | 19,500.349983 | 8.051173 | 383.667866 | 377.188125 | 12.955577 | 55.522195 | 5.671999 | 0 |
7.755154 | 196.782784 | 19,024.688671 | 6.911868 | 392.800081 | 338.430624 | 10.772862 | 76.617599 | 2.7288 | 0 |
8.580009 | 174.50682 | 6,493.547256 | 7.040727 | 409.380908 | 403.596631 | 16.122668 | 52.166773 | 3.195591 | 0 |
6.90171 | 173.153915 | 10,323.957841 | 7.436808 | 376.811708 | 538.620787 | 10.401973 | 36.751898 | 3.035671 | 0 |
7.81425 | 203.383463 | 24,470.204256 | 7.631407 | 321.97457 | 516.646817 | 17.242909 | 80.651978 | 4.104662 | 0 |
5.918954 | 154.773517 | 9,712.560664 | 5.326272 | null | 386.218072 | 16.579301 | 65.882335 | 4.265547 | 0 |
7.021295 | 225.350498 | 23,109.854231 | 5.907273 | 320.535989 | 459.89989 | 13.670099 | 77.339918 | 3.675558 | 0 |
null | 189.814682 | 19,887.769826 | 8.115768 | 415.927898 | 547.026766 | 12.958917 | 70.937481 | 4.893751 | 0 |
8.132737 | 206.786448 | 25,838.128484 | 8.684833 | 346.611849 | 472.277026 | 11.633015 | null | 2.969434 | 0 |
6.057068 | 184.373232 | 14,807.26849 | 5.753405 | 384.821967 | 462.00617 | 14.753055 | 34.26586 | 4.371748 | 0 |
5.343075 | 211.662091 | 45,166.912141 | 6.651801 | 279.7675 | 485.959717 | 19.682337 | 70.546862 | 4.240032 | 0 |
null | 152.507679 | 11,398.731105 | 8.728973 | 400.669601 | 385.335804 | 11.676601 | 58.60094 | 5.444927 | 0 |
5.742533 | 182.941032 | 21,293.889754 | 6.826413 | 306.543072 | 435.234727 | 11.144072 | 68.612391 | 4.272203 | 0 |
6.584813 | 182.375456 | 24,723.106296 | 6.23892 | null | 414.350751 | 17.582615 | 78.213738 | 4.404132 | 0 |
8.070477 | 198.865948 | 18,266.617717 | 6.90237 | 396.61951 | 376.710304 | 10.924461 | 87.379561 | 3.05579 | 0 |
6.652824 | 187.946409 | 19,155.727561 | 5.949622 | 345.358533 | 433.875209 | 20.523191 | 26.140863 | 3.661529 | 0 |
5.506062 | 164.496172 | 21,543.726601 | 5.983996 | null | 453.88334 | 13.339716 | 55.751362 | 2.778906 | 0 |
null | 214.972435 | 36,112.134634 | 7.094066 | null | 414.101567 | 15.874564 | 71.631818 | 2.432507 | 0 |
6.441766 | 174.781849 | 11,306.261505 | 6.685755 | null | 544.354182 | 17.109829 | 89.122026 | 3.682134 | 0 |
null | 194.445316 | 41,461.316999 | 6.951666 | 239.911902 | 362.500414 | 14.110249 | 58.751463 | 4.894842 | 0 |
8.248703 | 201.338857 | 24,912.879705 | 7.877666 | 389.088844 | 415.683448 | 12.842048 | 51.859151 | 3.540532 | 0 |
2.569244 | 201.603284 | 48,204.172192 | 6.380684 | 261.71996 | 429.74643 | 10.78414 | 79.719666 | 5.506934 | 0 |
5.664846 | 186.648359 | 18,678.950811 | 5.153873 | 313.083489 | 335.505521 | 17.55157 | 59.571837 | 3.57029 | 0 |
8.999499 | 234.835477 | 20,933.51275 | 7.980451 | 365.060966 | 444.077017 | 12.168764 | 54.404704 | 3.695084 | 0 |
5.588537 | 171.333123 | 17,732.240668 | 5.588614 | 343.041575 | 466.445429 | 13.827755 | 59.376451 | 4.373999 | 0 |
6.265637 | 159.29019 | 18,711.064662 | 6.835968 | 314.223053 | 499.604629 | 15.061714 | 68.107216 | 3.266029 | 0 |
6.922042 | 201.410123 | 16,515.872166 | 8.463004 | 357.935222 | 336.046451 | 20.929103 | 60.520904 | 4.242947 | 0 |
8.072612 | 210.26978 | 16,843.363927 | 8.793459 | 359.516169 | 559.167574 | 17.263576 | 68.738989 | 5.082206 | 0 |
8.828094 | 196.562853 | 17,699.610609 | 8.94038 | 379.914286 | 486.863267 | 17.517283 | 61.182844 | 3.793318 | 0 |
8.647454 | 183.597374 | 12,995.885427 | 6.195449 | 382.357869 | 489.762799 | 18.076963 | 93.409614 | 3.624101 | 0 |
7.475537 | 215.429102 | 31,359.386456 | 7.498495 | 337.462379 | 477.235053 | 12.18631 | 53.90882 | 4.015574 | 0 |
11.53488 | 183.262261 | 4,111.785432 | 7.416773 | 398.955345 | 475.255395 | 10.839796 | 69.420035 | 3.000096 | 0 |
6.453065 | 178.998245 | 23,129.460178 | 6.354508 | 326.853185 | 371.882763 | 13.178301 | 41.525863 | 3.440859 | 0 |
8.19221 | 172.292763 | 13,528.549383 | 7.354685 | 377.455712 | 455.015311 | 7.242761 | null | 3.489283 | 0 |
7.247701 | 210.270805 | 31,561.95553 | 9.080906 | null | 558.526471 | 13.415205 | 73.62924 | 3.319953 | 0 |
7.893132 | 201.43325 | 20,526.049705 | 5.628776 | 299.018236 | 303.878793 | 15.254653 | 71.542306 | 3.302212 | 0 |
6.16445 | 203.016474 | 19,231.681749 | 8.551279 | null | 371.167508 | 8.234265 | 76.657286 | 3.446401 | 0 |
7.937392 | 170.445328 | 6,626.376426 | 5.117364 | 372.625257 | 316.022466 | 23.135952 | 73.786211 | 4.270851 | 0 |
8.281121 | 227.654351 | 17,995.405219 | 7.493279 | 323.379987 | 459.865512 | 14.363661 | 16.291505 | 3.687995 | 0 |
4.906492 | 173.779159 | 14,786.138901 | 5.843757 | 267.561144 | 620.34684 | 7.775896 | 38.794307 | 3.152345 | 0 |
8.143483 | 182.432457 | 10,673.582674 | 6.607835 | null | 427.545219 | 13.719331 | 77.769334 | 2.57283 | 0 |
5.117914 | 179.701677 | 26,215.401103 | 5.502903 | 303.257592 | 369.618616 | 14.761878 | 82.831554 | 3.8067 | 0 |
6.44907 | 163.447649 | 16,906.331298 | 5.152226 | 283.217329 | 397.507055 | 16.787272 | 82.016058 | 3.33155 | 0 |
5.613563 | 204.569366 | 16,615.908152 | 5.618949 | 316.099824 | 341.523672 | 15.173956 | 73.450164 | 3.465089 | 0 |
5.754213 | 241.60243 | 31,871.291239 | 7.299302 | 203.444521 | 495.945344 | 22.763707 | 71.428978 | 5.920234 | 0 |
6.906575 | 199.638124 | 15,201.339954 | 5.136599 | null | 306.023975 | 15.212798 | 90.57902 | 3.28275 | 0 |
6.336267 | 228.455028 | 29,342.709756 | 6.963478 | null | 398.181884 | 15.545029 | 92.011257 | 3.745725 | 0 |
8.121254 | 200.353696 | 25,412.709742 | 6.54765 | 314.090738 | 411.986987 | 12.419359 | 59.763194 | 4.428312 | 0 |
null | 194.166625 | 11,275.872655 | 7.266598 | 399.282081 | 427.896907 | 15.213176 | 34.471753 | 2.909606 | 0 |
8.935116 | 218.394054 | 23,774.258279 | 6.414852 | 324.844691 | 413.004844 | 13.45058 | 63.579317 | 5.168298 | 0 |
6.452781 | 190.321391 | 22,034.954596 | 6.914693 | null | 353.89767 | 12.158056 | 67.212405 | 3.425065 | 0 |
8.458815 | 225.712359 | 15,677.970686 | 6.410043 | 314.331408 | 636.257755 | 10.61371 | 71.96339 | 3.507709 | 0 |
6.930083 | 210.425875 | 22,802.03993 | 5.945303 | null | 473.795554 | 13.90011 | 64.042698 | 4.149414 | 0 |
6.25507 | 173.840226 | 25,456.274977 | 6.23314 | null | 482.019799 | 14.235105 | 70.704363 | 4.1942 | 0 |
5.669819 | 203.452715 | 27,244.63447 | 6.60495 | null | 361.23848 | 11.09506 | 68.923128 | 5.600459 | 0 |
7.945407 | 211.800085 | 15,938.286439 | 6.636454 | 385.65273 | 392.166088 | 9.619021 | 40.233823 | 5.428917 | 0 |
7.499844 | 210.985034 | 23,707.465304 | 7.148518 | null | 484.84334 | 18.081957 | 52.967469 | 4.454477 | 0 |
4.695516 | 198.910488 | 24,767.167109 | 7.87975 | 353.484674 | 512.841874 | 19.957513 | 44.34568 | 4.641738 | 0 |
6.710634 | 203.642917 | 23,748.183992 | 6.726664 | 342.441433 | 455.967558 | 15.879549 | 63.676952 | 3.863287 | 0 |
9.502857 | 175.585673 | 4,466.257488 | 6.416459 | 370.851893 | 406.309854 | 13.754221 | 57.438275 | 4.237345 | 0 |
4.405327 | 169.742537 | 15,039.710406 | 6.308198 | 352.917733 | 424.251162 | 14.441754 | 79.169597 | 4.086867 | 0 |
6.810345 | 166.592425 | 18,852.122979 | 7.847712 | null | 294.383914 | 13.447314 | 54.117664 | 4.115696 | 0 |
6.983133 | 181.119529 | 17,503.31223 | 6.931628 | null | 181.483754 | 11.59834 | 72.033901 | 4.426983 | 0 |
6.968131 | 205.982582 | 19,207.311771 | 7.285998 | 283.478555 | 459.176682 | 17.916964 | 50.87882 | 3.030824 | 0 |
5.762552 | 184.847487 | 22,159.018073 | 6.302264 | 347.775154 | 449.435376 | 12.950545 | 65.839742 | 2.906589 | 0 |
8.397248 | 199.495811 | 16,772.226246 | 8.117218 | 343.403764 | 402.464906 | 17.236047 | 75.853549 | 2.835794 | 0 |
8.828327 | 189.975553 | 13,527.989886 | 7.145967 | 408.591208 | 338.512459 | 18.5435 | null | 3.052822 | 0 |
9.395842 | 162.1577 | 9,225.770911 | 8.275035 | null | 451.524629 | 12.632707 | 80.249886 | 3.530498 | 0 |
7.593177 | 201.068737 | 19,214.186357 | 7.71012 | 351.38608 | 451.211449 | 4.371899 | 74.673986 | 3.542093 | 0 |
5.149133 | 198.33244 | 16,795.318674 | 6.708068 | 326.952617 | 303.333632 | 12.510887 | 66.376374 | 4.839176 | 0 |
4.916741 | 191.46711 | 23,425.331316 | 6.857583 | null | 316.422251 | 18.281754 | 43.43324 | 3.613212 | 0 |
null | 202.88699 | 24,518.574297 | 7.217408 | 360.154113 | 492.352061 | 16.743289 | 72.710127 | 4.174569 | 0 |
7.37129 | 180.736526 | 25,672.311996 | 7.377422 | 310.567467 | 298.053057 | 12.671607 | 27.559355 | 4.084697 | 0 |
8.278753 | 200.162223 | 29,381.936405 | 7.249879 | null | 456.470673 | 15.160641 | 70.337057 | 4.767722 | 0 |
10.202972 | 211.963404 | 21,708.949286 | 7.491895 | null | 395.140783 | 21.520593 | 62.65946 | 3.270904 | 0 |
4.562156 | 189.261418 | 23,829.79288 | 7.815125 | 325.167371 | 401.551657 | 13.624148 | null | 4.822884 | 0 |
null | 205.95225 | 29,743.822595 | 7.518692 | null | 430.24601 | 20.720473 | 82.396766 | 3.893926 | 0 |
5.202672 | 195.329689 | 23,051.441857 | 6.959567 | 245.728949 | 473.548484 | 11.659196 | 49.52233 | 3.927981 | 0 |
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