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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 |
|---|---|---|---|---|---|---|---|---|---|
7.117579 | 186.19968 | 31,528.94869 | 6.387037 | 335.348881 | 380.578265 | 19.073996 | 75.903072 | 4.333402 | 0 |
7.822257 | 200.002793 | 22,411.006864 | 5.283594 | 343.080377 | 593.483602 | 12.273073 | 75.256212 | 3.080866 | 0 |
4.334058 | 155.82935 | 13,351.41383 | 8.603927 | 321.786965 | 387.521833 | 7.809445 | 77.879219 | 2.613532 | 0 |
null | 214.035312 | 10,039.538376 | 10.130125 | 383.754299 | 487.421635 | 18.917584 | 51.485351 | 3.259749 | 0 |
8.839584 | 246.066476 | 21,179.762588 | 7.717662 | 343.047384 | 753.34262 | 16.917901 | 60.436032 | 3.118039 | 0 |
5.290667 | 160.432029 | 9,265.104948 | 9.272066 | 358.547147 | 464.573338 | 11.220817 | 67.646066 | 3.530574 | 0 |
7.873272 | 182.646658 | 25,337.122963 | 3.715065 | 362.484604 | 315.189948 | 12.132425 | 65.499925 | 3.306393 | 0 |
7.148441 | 173.272818 | 30,656.163113 | 4.737826 | null | 525.884833 | 14.567819 | 57.822023 | 4.30857 | 0 |
6.453605 | 175.47934 | 25,257.649286 | 7.62653 | 263.401258 | 376.524887 | 15.755402 | null | 5.568265 | 0 |
null | 189.823418 | 20,278.338272 | 6.79994 | null | 314.834175 | 10.092087 | 46.629299 | 4.940015 | 1 |
5.654119 | 171.751551 | 16,431.204897 | 7.283454 | 387.904632 | 419.097306 | 11.814852 | 86.308236 | 3.466264 | 1 |
7.650683 | 239.490148 | 15,326.925014 | 8.927896 | 373.436312 | 425.336352 | 17.883592 | null | 4.043711 | 1 |
6.418203 | 173.446214 | 19,617.308494 | 7.396472 | 321.86525 | 391.667466 | 18.453951 | 46.345864 | 2.670977 | 1 |
6.848 | 199.776814 | 26,296.9483 | 7.339173 | 354.250555 | 397.536471 | 22.139958 | 51.534965 | 3.815228 | 1 |
6.991685 | 152.976217 | 20,389.593816 | 2.64839 | 331.252916 | 460.146174 | 15.485378 | 69.670038 | 3.724824 | 1 |
5.924799 | 111.478582 | 15,413.896148 | 6.90003 | 347.861837 | 277.588075 | 13.261143 | 74.193995 | 4.188928 | 1 |
7.52668 | 192.167096 | 38,468.413584 | 6.616368 | 290.64174 | 449.317534 | 13.055894 | 58.768613 | 4.148223 | 1 |
null | 233.063426 | 36,640.371366 | 10.000218 | 435.115189 | 337.664412 | 16.635476 | 61.07371 | 4.849755 | 1 |
5.324641 | 142.806978 | 728.75083 | 8.403316 | null | 496.997602 | 15.174664 | 60.077852 | 3.652003 | 1 |
9.038326 | 227.357659 | 34,353.839725 | 5.573277 | 231.053687 | 421.664482 | 16.331421 | 92.643383 | 3.706266 | 1 |
5.945989 | 151.685797 | 12,356.905622 | 7.89412 | 342.029115 | 471.122125 | 15.725467 | 57.683067 | 3.793329 | 1 |
6.195087 | 195.44316 | 19,331.194042 | 9.112558 | 342.871807 | 425.502874 | 17.212455 | 85.114196 | 4.196558 | 1 |
9.062822 | 246.629701 | 27,959.926161 | 5.649971 | 308.780769 | 434.395439 | 21.142053 | 44.149348 | 3.73037 | 1 |
7.137429 | 210.50275 | 17,506.608803 | 7.304928 | 301.642004 | 304.239481 | 13.076007 | 64.230942 | 2.964181 | 1 |
6.232011 | 208.668172 | 12,149.69673 | 8.560039 | null | 325.344706 | 13.246995 | 33.380354 | 1.641515 | 1 |
7.780869 | 221.844493 | 40,483.730389 | 6.146098 | 302.329674 | 563.719967 | 11.753046 | 51.559465 | 4.602027 | 1 |
7.150046 | 238.79823 | 14,708.474185 | 8.606774 | 450.914454 | 365.739122 | 14.966532 | 53.144979 | 2.633891 | 1 |
4.574125 | 134.201289 | 22,520.41864 | 8.191827 | 403.34239 | 372.200139 | 11.260914 | 69.047159 | 3.0865 | 1 |
6.179312 | 159.773264 | 21,532.519232 | 8.063335 | 272.440848 | 509.77211 | 11.010545 | 99.996286 | 2.951961 | 1 |
5.566328 | 153.775514 | 14,574.6611 | 8.01155 | null | 388.050362 | 14.200557 | 75.555219 | 3.424761 | 1 |
null | 160.095086 | 26,561.569491 | 7.187022 | 322.090465 | 372.623529 | 11.455203 | 57.150958 | 5.13678 | 1 |
7.185168 | 209.68314 | 24,909.783147 | 6.69107 | null | 501.78542 | 16.088648 | 75.671329 | 3.955847 | 1 |
null | 160.915815 | 13,943.244974 | 8.39973 | 380.768478 | 344.154228 | 15.208691 | 75.575056 | 4.141552 | 1 |
6.990453 | 225.923446 | 17,679.351101 | 7.248867 | 377.86804 | 527.205818 | 13.787264 | 87.83905 | 5.184442 | 1 |
5.810742 | 151.876172 | 25,419.551655 | 7.874166 | 313.364797 | 494.152974 | 14.646685 | 77.373813 | 3.436967 | 1 |
7.444166 | 211.446324 | 20,003.497681 | 7.238302 | null | 524.645235 | 13.778226 | 49.900899 | 3.820866 | 1 |
4.374878 | 144.237181 | 17,384.257186 | 8.898436 | null | 402.271182 | 13.715804 | 55.989796 | 3.030108 | 1 |
6.60254 | 174.632977 | 21,607.483238 | 6.581327 | 308.931421 | 657.570422 | 9.064445 | 68.827047 | 3.592496 | 1 |
6.857494 | 233.210575 | 22,603.649454 | 6.627059 | 368.105783 | 412.434677 | 16.926175 | 62.5579 | 4.306581 | 1 |
null | 176.772186 | 19,486.191112 | 7.960133 | 412.407278 | 276.58861 | 16.710056 | 33.56304 | 3.888177 | 1 |
6.789821 | 197.300014 | 22,527.681207 | 5.166942 | 399.981755 | 422.482029 | 15.916605 | 47.935105 | 4.512068 | 1 |
8.560349 | 244.796705 | 14,254.661316 | 7.4539 | 315.971147 | 500.586608 | 18.228749 | 57.365541 | 2.939213 | 1 |
null | 113.175965 | 9,943.929785 | 6.337138 | 354.297565 | 415.338337 | 19.676169 | 23.075806 | 3.787476 | 1 |
8.277058 | 242.559246 | 12,715.81428 | 5.128733 | 371.302747 | 561.761156 | 15.220021 | 61.799014 | 3.751324 | 1 |
null | 157.781555 | 13,711.723282 | 6.133935 | null | 289.746674 | 13.172721 | 60.457764 | 5.06847 | 1 |
6.921257 | 158.292057 | 31,177.133369 | 6.978993 | null | 531.657443 | 11.482187 | 59.998554 | 3.540384 | 1 |
5.636924 | 159.13941 | 27,283.780655 | 6.918727 | 328.907287 | 317.830981 | 13.611408 | 36.335199 | 3.007138 | 1 |
6.607503 | 231.565799 | 26,420.809564 | 9.57782 | 418.240943 | 443.315775 | 15.671203 | 61.364421 | 3.447111 | 1 |
4.951414 | 153.21215 | 20,117.359061 | 8.985572 | 391.069045 | 418.330195 | 11.831691 | 68.387613 | 3.870681 | 1 |
5.913133 | 184.393156 | 40,847.760146 | 7.041828 | 331.959964 | 563.40997 | 21.917377 | 58.839203 | 3.900211 | 1 |
null | 232.468727 | 15,873.034428 | 6.365469 | 313.263607 | 365.626487 | 10.392937 | 59.659209 | 4.706775 | 1 |
5.796237 | 156.347095 | 15,671.119287 | 8.408832 | null | 571.613701 | 17.548425 | 74.402702 | 2.483643 | 1 |
5.039673 | 154.41833 | 23,027.549759 | 7.759843 | 422.769068 | 490.332761 | 17.728389 | 69.508526 | 4.864866 | 1 |
6.163519 | 185.790317 | 37,282.52249 | 8.240832 | null | 411.183589 | 16.162059 | 84.931402 | 3.477245 | 1 |
6.339143 | 167.419711 | 16,364.159409 | 8.095991 | 312.394079 | 372.511627 | 21.887088 | 91.066356 | 3.355765 | 1 |
7.610673 | 193.66187 | 20,511.620832 | 6.654332 | null | 394.595406 | 14.319384 | 39.497264 | 5.404818 | 1 |
5.782079 | 200.404795 | 25,366.120687 | 9.270066 | null | 525.532965 | 10.675518 | 54.081094 | 5.059362 | 1 |
6.451504 | 179.528925 | 7,990.891468 | 6.196876 | 377.269841 | 386.541761 | 15.434513 | 74.99252 | 6.307678 | 1 |
null | 179.578095 | 47,591.283183 | 8.097302 | null | 548.87051 | 13.800071 | 58.2198 | 3.685593 | 1 |
6.920449 | 196.319401 | 39,251.182129 | 8.493784 | 317.382315 | 487.504368 | 14.697845 | 41.753727 | 4.498818 | 1 |
6.549188 | 212.922141 | 19,236.012495 | 7.96019 | null | 424.398027 | 12.587048 | 49.585573 | 4.190311 | 1 |
6.393231 | 185.836158 | 17,258.114035 | 7.329999 | 330.132139 | 326.427055 | 11.650393 | 47.640014 | 3.644388 | 1 |
6.100245 | 160.60823 | 13,886.809713 | 7.542775 | 366.688795 | 449.948287 | 18.72286 | 64.390521 | 2.174898 | 1 |
6.359431 | 208.203021 | 23,347.17271 | 9.000395 | null | 336.58561 | 14.173906 | null | 3.636495 | 1 |
6.272475 | 190.200713 | 14,642.20554 | 9.734513 | 399.052941 | 448.56826 | 16.557177 | 74.435389 | 4.612536 | 1 |
null | 161.250331 | 23,469.220867 | 8.392832 | null | 448.787964 | 13.83628 | 70.20674 | 3.60022 | 1 |
7.493844 | 197.331291 | 26,678.392879 | 7.198435 | 269.892347 | 375.503062 | 13.134917 | 69.590806 | 3.819947 | 1 |
7.635265 | 205.067631 | 17,796.374638 | 7.156738 | 306.800286 | 370.561027 | 17.486815 | 32.92072 | 3.948304 | 1 |
9.097617 | 263.82412 | 38,413.05709 | 7.634362 | 274.959028 | 437.263531 | 18.285882 | 74.512565 | 5.473663 | 1 |
8.040144 | 224.863482 | 6,879.764653 | 8.136931 | 418.95501 | 360.957679 | 12.405913 | 73.21799 | 3.98646 | 1 |
7.296909 | 149.079496 | 15,931.429226 | 6.550096 | 276.013273 | 367.904802 | 14.723055 | 62.634449 | 4.671448 | 1 |
8.226808 | 191.278681 | 16,472.192309 | 6.863927 | null | 354.926227 | 15.183646 | 63.416787 | 2.188702 | 1 |
8.014183 | 244.120098 | 30,566.767504 | 7.714447 | 307.987458 | 309.930428 | 22.641598 | 61.578461 | 3.417076 | 1 |
9.252893 | 236.098786 | 12,855.346238 | 5.784976 | 276.286305 | 329.922765 | 12.609077 | 55.61776 | 3.566435 | 1 |
7.288113 | 216.612475 | 18,979.981692 | 7.66851 | 358.97862 | 384.694955 | 14.163607 | 53.313046 | 3.62699 | 1 |
4.865444 | 114.4639 | 32,858.483096 | 7.47307 | 365.301135 | 533.303221 | 16.1516 | 45.647388 | 5.070254 | 1 |
4.762829 | 153.297018 | 22,777.532069 | 6.841721 | null | 522.736233 | 15.785509 | 86.128613 | 2.471786 | 1 |
5.141507 | 111.994028 | 11,288.634718 | 5.84175 | 389.225673 | 315.229665 | 12.982476 | 81.159239 | 4.510578 | 1 |
4.88638 | 159.317972 | 38,633.305169 | 8.370179 | 375.899169 | 448.050866 | 16.820615 | 59.18319 | 3.227849 | 1 |
9.454119 | 224.817132 | 21,379.963927 | 5.407692 | 227.665635 | 431.613001 | 15.772334 | 52.033845 | 4.058626 | 1 |
7.000523 | 219.44264 | 26,012.130278 | 6.280887 | 395.241329 | 483.319881 | 19.538635 | 46.861384 | 4.333689 | 1 |
8.323982 | 262.218585 | 21,292.828755 | 7.076944 | 350.325736 | 538.792267 | 17.684655 | 72.343812 | 4.153783 | 1 |
6.643159 | 188.913541 | 32,873.820022 | 6.791509 | 333.848842 | 336.561501 | 14.70681 | 67.844849 | 4.562198 | 1 |
null | 208.204531 | 17,835.309013 | 8.93033 | 351.214962 | 278.260608 | 10.208344 | 52.248517 | 5.70969 | 1 |
6.758656 | 190.33728 | 20,666.453159 | 6.78366 | null | 484.608711 | 9.784777 | 86.695451 | 2.74389 | 1 |
8.628893 | 186.637712 | 13,688.074339 | 6.289036 | 254.358801 | 392.706886 | 12.387633 | 53.150765 | 3.07135 | 1 |
9.794718 | 254.425066 | 12,490.558276 | 5.99248 | 291.197261 | 576.046083 | 11.665297 | 80.698214 | 2.80713 | 1 |
5.376078 | 185.540478 | 36,026.401556 | 9.649943 | 343.486633 | 347.565066 | 14.004449 | null | 3.62925 | 1 |
5.603326 | 207.897187 | 36,873.557989 | 7.631346 | 404.672921 | 511.43752 | 13.515236 | 85.345585 | 3.900421 | 1 |
8.592418 | 228.676036 | 33,013.479774 | 8.172356 | null | 328.55844 | 17.128155 | null | 3.701288 | 1 |
7.266781 | 178.25771 | 27,468.681707 | 6.043959 | 314.390628 | 400.624987 | 13.665328 | 87.131873 | 3.919827 | 1 |
8.064653 | 214.816681 | 27,172.893573 | 6.369175 | 253.481228 | 490.280353 | 12.45883 | 65.399484 | 3.324113 | 1 |
null | 222.268721 | 18,406.594176 | 8.183988 | null | 395.448799 | 9.475981 | 79.85233 | 3.710958 | 1 |
6.336457 | 185.680004 | 25,927.265432 | 8.199318 | 321.817662 | 490.972426 | 10.665799 | 51.552301 | 4.56122 | 1 |
6.166348 | 210.086558 | 37,922.905616 | 6.760221 | null | 217.35833 | 12.289238 | 39.978096 | 4.816304 | 1 |
4.533399 | 169.735222 | 30,301.856674 | 7.074907 | 413.102198 | 385.656123 | 17.060491 | 70.293339 | 3.188641 | 1 |
8.951652 | 205.892346 | 15,189.327822 | 3.016033 | 283.867695 | 406.309187 | 19.125825 | 65.639328 | 1.844372 | 1 |
7.210774 | 163.047283 | 14,230.419131 | 7.352941 | 324.095726 | 441.524088 | 9.79301 | 89.919916 | 4.462408 | 1 |
4.238283 | 134.88951 | 29,344.844476 | 8.180874 | 351.237362 | 402.427174 | 12.427378 | 83.762653 | 3.787426 | 1 |
8.264091 | 216.551887 | 23,556.934353 | 5.830685 | 333.500538 | 450.857491 | 8.66772 | 39.804179 | 3.410511 | 1 |
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