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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 |
|---|---|---|---|---|---|---|---|---|---|
4.894278 | 184.552715 | 10,922.541994 | 7.461703 | 352.830222 | 338.681069 | 21.624718 | 91.007934 | 3.594991 | 0 |
6.071183 | 138.223983 | 14,852.53068 | 8.093541 | null | 389.302809 | 17.023531 | 100.44094 | 5.036334 | 0 |
9.032563 | 156.265649 | 24,897.55703 | 7.639634 | 416.530533 | 342.74604 | 13.599564 | 62.502108 | 3.626136 | 0 |
9.913704 | 160.098247 | 32,129.996307 | 6.109516 | 405.295559 | 541.22077 | 11.546324 | 46.08191 | 5.554667 | 0 |
null | 165.740229 | 19,919.324589 | 7.278151 | 351.965054 | 420.120713 | 17.776053 | 46.00234 | 3.428096 | 0 |
4.229225 | 207.669229 | 21,214.370515 | 6.844548 | 304.275125 | 488.455862 | 13.489424 | 65.30757 | 3.73314 | 0 |
9.135452 | 233.175332 | 32,105.287115 | 6.749696 | null | 370.929809 | 16.334776 | 68.697042 | 3.643687 | 0 |
3.906568 | 152.818846 | 17,857.716894 | 7.36306 | 324.382843 | 342.408791 | 7.637198 | 75.201346 | 3.204796 | 0 |
7.384049 | 148.296177 | 14,417.979533 | 9.084968 | 347.962098 | 316.579588 | 13.493983 | 58.861502 | 5.337987 | 0 |
null | 180.680598 | 8,692.538152 | 8.671793 | 396.528754 | 534.339086 | 10.299787 | 87.652015 | 3.913602 | 0 |
8.524296 | 141.810243 | 12,658.177161 | 11.264386 | 347.268092 | 387.085887 | 12.789958 | 69.577099 | 4.34306 | 0 |
5.706131 | 199.117827 | 25,815.60909 | 6.383545 | null | 483.824089 | 11.637607 | 79.473977 | 4.326394 | 0 |
3.715171 | 199.083393 | 15,900.797145 | 8.561198 | 291.104167 | 371.847136 | 11.973577 | null | 2.353338 | 0 |
6.519848 | 183.225998 | 14,284.647917 | 8.389078 | 373.091575 | 495.417954 | 11.638475 | 58.661649 | 3.272286 | 0 |
7.910641 | 190.4276 | 16,461.502324 | 5.454476 | 394.305876 | 294.178639 | 17.658652 | 82.417022 | 3.886603 | 0 |
6.587465 | 211.169277 | 28,990.297847 | 8.883665 | 267.202392 | 504.908752 | 14.054691 | 68.976475 | 4.096841 | 0 |
4.300029 | 218.319886 | 17,639.85794 | 7.527317 | 331.834632 | 424.2094 | 15.005737 | 70.050831 | 4.586448 | 0 |
8.575939 | 215.136721 | 15,778.729396 | 7.532773 | 316.95949 | 359.830073 | 14.944675 | 79.463992 | 4.002129 | 0 |
8.884935 | 145.277706 | 17,621.390115 | 8.267974 | 341.477474 | 286.890777 | 15.194724 | 42.289054 | 4.714163 | 0 |
10.50476 | 143.767498 | 31,320.245588 | 7.728505 | 402.953533 | 491.216033 | 12.003832 | 75.641708 | 4.681366 | 0 |
null | 219.074646 | 31,044.73818 | 6.772327 | 263.900538 | 411.471151 | 16.208928 | 70.852672 | 1.984615 | 0 |
6.946718 | 214.170043 | 32,946.567518 | 5.484258 | 333.43957 | 318.883636 | 12.809956 | 15.684877 | 4.934986 | 0 |
8.107092 | 213.029273 | 24,531.86944 | 6.237222 | 322.097056 | 517.490049 | 14.352031 | 59.860286 | 2.769164 | 0 |
4.9089 | 161.243192 | 13,516.911495 | 8.206212 | 343.305288 | 535.224517 | 14.356101 | 71.444915 | 4.196429 | 0 |
5.098967 | 197.142637 | 21,682.754771 | 7.755905 | 292.251426 | 424.666112 | 10.92759 | 51.22096 | 4.333667 | 0 |
6.093092 | 208.908022 | 21,456.604422 | 9.600683 | 263.45349 | 459.015554 | 19.296765 | 31.007235 | 4.523558 | 0 |
10.033933 | 213.647419 | 25,433.232095 | 5.202938 | 319.010074 | 362.262157 | 13.994461 | 68.02077 | 2.901535 | 0 |
8.978998 | 213.091772 | 19,030.716876 | 5.291516 | 316.940333 | 473.150388 | 15.891079 | 66.087038 | 4.656317 | 0 |
5.514748 | 228.735924 | 35,343.62858 | 4.346608 | null | 526.112381 | 14.930982 | 46.780508 | 2.798158 | 0 |
null | 200.839894 | 20,743.348404 | 6.905988 | 264.643533 | 450.36172 | 10.209153 | 70.495602 | 3.808913 | 0 |
6.731278 | 229.128889 | 15,058.138753 | 5.119307 | 315.880099 | 443.958439 | 13.782579 | 76.273839 | 4.190484 | 0 |
7.191962 | 228.409943 | 15,395.469082 | 7.398603 | 334.777619 | 294.915584 | 13.932293 | 50.748365 | 4.102719 | 0 |
null | 190.382604 | 30,524.093791 | 6.375449 | 387.668609 | 382.056758 | 19.195322 | 73.657806 | 4.938389 | 0 |
7.127711 | 173.690102 | 19,309.570454 | 6.533392 | 372.537225 | 295.385825 | 7.273399 | 88.790927 | 3.396185 | 0 |
5.632041 | 203.730481 | 19,345.922475 | 8.047798 | 265.347111 | 708.226364 | 15.752252 | 69.195926 | 3.511985 | 0 |
null | 184.020029 | 13,361.226016 | 9.258656 | 335.089993 | 467.444154 | 19.581926 | 80.084233 | 4.411058 | 0 |
7.955026 | 244.395898 | 32,405.413861 | 3.318045 | 307.643561 | 433.911804 | 16.254483 | 67.680774 | 3.955917 | 0 |
7.77505 | 195.178742 | 22,329.740079 | 6.10513 | 416.949194 | 371.61586 | 10.964183 | null | 4.699483 | 0 |
5.16834 | 206.269755 | 17,914.340231 | 11.24 | null | 357.696971 | 4.902888 | 72.0847 | 3.841163 | 0 |
7.667521 | 163.345819 | 25,035.271042 | 8.258578 | 329.597091 | 431.867757 | 16.0785 | 89.09365 | 4.618165 | 0 |
7.272362 | 229.087141 | 16,404.759485 | 7.589754 | 272.276912 | 518.60948 | 17.878956 | 67.104417 | 3.996581 | 0 |
3.691933 | 202.512068 | 9,439.783993 | 10.343626 | 313.138886 | 543.685833 | 15.436185 | 65.205101 | 3.846607 | 0 |
null | 221.126963 | 27,158.677734 | 7.875937 | 274.658788 | 472.09609 | 15.759417 | 35.710402 | 4.688955 | 0 |
7.692524 | 220.819152 | 26,686.847941 | 8.286211 | 299.958846 | 564.526974 | 13.861775 | 77.01594 | 4.522432 | 0 |
8.157518 | 236.34444 | 27,931.208402 | 6.203676 | 325.323955 | 511.587664 | 13.381575 | 80.686958 | 4.469431 | 0 |
7.187766 | 184.156604 | 31,125.740434 | 6.37779 | 352.916016 | 472.274122 | 14.807893 | 61.963888 | 3.784121 | 0 |
5.689554 | 202.364723 | 17,493.650424 | 5.520356 | 385.197355 | 479.237852 | 21.692974 | null | 3.73217 | 0 |
8.758825 | 197.21521 | 19,572.14708 | 7.493433 | 376.838279 | 518.385546 | 19.185921 | 35.78601 | 3.527565 | 0 |
9.814247 | 177.712217 | 30,575.946902 | 6.393927 | null | 536.720632 | 12.339004 | 46.259048 | 4.317531 | 0 |
9.969273 | 237.022863 | 26,944.681919 | 5.588775 | 334.326196 | 379.137977 | 13.00818 | 86.185058 | 3.643379 | 0 |
null | 179.154956 | 18,282.069276 | 7.874879 | 326.186856 | 397.221151 | 9.438369 | 57.851079 | 2.757857 | 0 |
9.149127 | 162.683275 | 21,463.059188 | 9.820675 | null | 501.566902 | 15.667044 | 83.691551 | 4.805641 | 0 |
null | 146.250325 | 25,623.340549 | 7.307749 | null | 464.184606 | 8.354867 | 69.001575 | 3.582882 | 0 |
5.840812 | 157.882575 | 16,087.26971 | 9.458 | 277.540449 | 550.137405 | 11.870382 | 52.247067 | 5.049464 | 0 |
null | 209.953278 | 18,668.363826 | 4.453252 | 347.581603 | 479.561362 | 16.092975 | 68.799179 | 3.772078 | 0 |
4.981672 | 220.950558 | 20,988.087806 | 7.985668 | 232.548814 | 373.624878 | 12.235175 | 45.95003 | 4.475148 | 0 |
5.423318 | 185.903179 | 18,020.842428 | 6.401046 | 447.417962 | 332.050056 | 7.71574 | 67.333687 | 5.224655 | 0 |
4.838571 | 241.135975 | 18,328.40262 | 7.403239 | 237.517456 | 355.275454 | 12.717352 | 75.398283 | 4.580372 | 0 |
7.904053 | 217.771631 | 23,575.99143 | 7.493024 | 279.146683 | 548.155383 | 10.329558 | 65.180543 | 3.13728 | 0 |
6.744064 | 158.534831 | 16,304.528919 | 7.133913 | null | 514.748524 | 9.333898 | 38.54231 | 3.534126 | 0 |
8.663975 | 206.923164 | 29,551.334148 | 6.030276 | 339.032266 | 329.710839 | 9.139903 | 63.765761 | 3.689241 | 0 |
4.161112 | 181.736389 | 25,815.389207 | 8.534629 | 297.239219 | 399.292171 | 9.343334 | 46.638081 | 4.168242 | 0 |
8.515977 | 212.304629 | 28,553.559458 | 7.225366 | 342.604083 | 341.740345 | 9.003647 | 60.725201 | 2.165682 | 0 |
9.999807 | 215.108978 | 33,462.034221 | 6.194122 | 365.895338 | 373.936756 | 13.792034 | 77.872102 | 2.659978 | 0 |
7.038092 | 204.923285 | 24,607.088098 | 8.080156 | 280.745623 | 365.845248 | 10.807557 | 59.912442 | 4.237698 | 0 |
2.803563 | 186.123924 | 11,920.907422 | 8.642034 | 332.744519 | 447.594219 | 18.482185 | 87.697443 | 3.489939 | 0 |
5.9726 | 186.46747 | 23,124.577976 | 7.012554 | null | 446.219354 | 16.455404 | 64.688815 | 5.164945 | 0 |
8.180755 | 178.079638 | 25,623.867503 | 7.574082 | 391.918229 | 353.507014 | 19.749408 | 74.295305 | 3.845423 | 0 |
7.010243 | 162.12324 | 26,395.248778 | 6.622597 | null | 574.581434 | 12.277989 | 51.628691 | 3.279006 | 0 |
8.17989 | 258.901939 | 17,291.618256 | 5.18441 | null | 434.504238 | 12.813028 | 51.095711 | 4.295738 | 0 |
null | 162.512684 | 24,642.812333 | 7.267573 | 330.90537 | 414.650725 | 11.583353 | 73.946186 | 3.21574 | 0 |
6.865125 | 216.744458 | 13,529.038758 | 5.618492 | 402.313427 | 553.616733 | 15.692771 | 86.378082 | 3.955154 | 0 |
7.950817 | 147.117918 | 20,827.917578 | 9.226125 | null | 474.854039 | 10.714241 | 60.255519 | 4.543685 | 0 |
null | 204.258263 | 26,321.689195 | 5.937496 | null | 487.273628 | 20.407809 | 70.340601 | 3.305588 | 0 |
9.581189 | 223.296216 | 28,292.780318 | 5.665431 | null | 398.479317 | 11.350768 | 44.57412 | 3.929178 | 0 |
7.274757 | 195.11803 | 21,496.745136 | 6.57109 | 360.697815 | 418.373582 | 11.382543 | 81.235608 | 4.271581 | 0 |
null | 260.845039 | 11,803.7355 | 5.26067 | 336.040452 | 424.058418 | 12.318942 | 70.203325 | 2.816075 | 0 |
8.026773 | 169.333843 | 19,168.526773 | 8.081496 | 405.527337 | 350.57737 | 15.177534 | 68.003932 | 3.735983 | 0 |
7.879543 | 170.190912 | 37,000.955674 | 6.217223 | 346.063677 | 517.576762 | 15.87177 | 68.911185 | 4.066229 | 0 |
6.448971 | 237.461099 | 18,736.190902 | 5.59987 | null | 235.042283 | 11.545477 | 56.71551 | 3.759326 | 0 |
5.189414 | 171.238926 | 12,289.900922 | 10.7865 | 301.230848 | 501.559725 | 12.284334 | 54.473935 | 4.876273 | 0 |
6.538084 | 197.428199 | 15,979.06027 | 7.424945 | 273.719282 | 452.187233 | 18.584959 | 77.730814 | 5.14375 | 0 |
5.915807 | 195.744074 | 12,431.80311 | 6.661616 | 380.725336 | 367.854025 | 21.300647 | 90.394895 | 4.513201 | 0 |
8.136498 | 184.231854 | 30,031.839181 | 6.215307 | 373.652791 | 400.611899 | 15.288782 | 37.787097 | 4.204186 | 0 |
null | 187.873284 | 29,532.615003 | 7.981037 | 274.493395 | 469.132117 | 16.169212 | 78.925527 | 4.586748 | 0 |
6.493764 | 205.150564 | 19,821.338373 | 6.344963 | 298.379976 | 482.595709 | 12.164736 | 89.477718 | 4.910911 | 0 |
null | 205.338546 | 25,142.733738 | 5.639501 | 296.091273 | 528.280024 | 12.911509 | 69.526718 | 4.89483 | 0 |
6.977406 | 205.563499 | 16,100.967947 | 5.527299 | 371.361851 | 532.342083 | 10.346574 | 72.573959 | 5.327585 | 0 |
5.489248 | 134.560276 | 15,979.334793 | 9.504361 | 366.214428 | 418.642063 | 12.897635 | 57.780869 | 3.987012 | 0 |
2.558103 | 147.490575 | 21,316.506728 | 9.142234 | 312.054239 | 406.372019 | 11.519669 | 83.277583 | 2.817258 | 0 |
7.312109 | 199.812999 | 14,540.735082 | 8.827414 | 276.118282 | 486.983734 | 17.271656 | 70.135608 | 5.123872 | 0 |
8.554097 | 191.708414 | 32,112.569874 | 8.115355 | 293.655798 | 518.944362 | 8.56758 | 58.062463 | 3.56361 | 0 |
6.704432 | 148.842129 | 13,329.032253 | 7.118465 | null | 403.420996 | 20.794371 | 70.346102 | 3.395332 | 0 |
null | 194.719186 | 18,344.069444 | 7.611837 | null | 320.356014 | 12.333237 | 75.114888 | 4.515322 | 0 |
8.028304 | 204.783735 | 20,408.485598 | 4.531581 | 406.328921 | 515.575097 | 21.558863 | 70.547218 | 3.915991 | 0 |
null | 168.042465 | 18,564.372055 | 8.562156 | 345.205222 | 419.131577 | 18.45989 | 59.70021 | 2.962433 | 0 |
8.616824 | 228.762945 | 19,126.298537 | 7.017578 | 327.894821 | 383.527023 | 14.759257 | 41.275927 | 4.584566 | 0 |
9.467129 | 169.214408 | 33,365.315416 | 8.46049 | 315.960398 | 449.723952 | 10.396796 | 74.326898 | 3.164188 | 0 |
6.793699 | 227.225751 | 14,470.053549 | 8.471509 | 274.444719 | 360.755674 | 19.402149 | 40.290591 | 4.822958 | 0 |
null | 229.725348 | 22,444.559412 | 5.702175 | 320.990051 | 389.030889 | 15.501543 | 34.246212 | 3.851154 | 0 |
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