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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 |
|---|---|---|---|---|---|---|---|---|---|
6.109073 | 191.755571 | 26,853.949493 | 9.064613 | 312.201984 | 375.547362 | 15.514033 | 73.789683 | 4.881101 | 0 |
5.842933 | 168.295287 | 19,156.123132 | 6.878348 | 331.477649 | 506.756808 | 14.526151 | 80.423715 | 4.143225 | 0 |
5.367546 | 175.432819 | 29,009.010821 | 6.481444 | null | 463.478425 | 19.370234 | 67.286208 | 4.26719 | 0 |
5.345887 | 184.784575 | 22,274.368372 | 9.727103 | 319.030495 | 492.135489 | 11.894673 | 87.297686 | 2.950361 | 0 |
5.386307 | 212.592991 | 40,149.316557 | 8.124232 | 318.791667 | 355.54642 | 17.348802 | 64.210905 | 3.662563 | 0 |
9.919478 | 207.065587 | 16,544.275591 | 7.039311 | 363.036851 | 278.753204 | 17.05254 | 44.299534 | 4.117488 | 0 |
null | 218.302176 | 42,061.322799 | 6.331177 | 324.541596 | 503.139245 | 15.712139 | 48.497826 | 4.328026 | 0 |
7.121458 | 204.164139 | 20,574.364258 | 7.089146 | null | 353.927593 | 16.488156 | 57.022783 | 3.774601 | 0 |
9.418296 | 173.640216 | 8,777.686784 | 8.456178 | 358.292064 | 596.825837 | 16.785215 | 105.272456 | 4.604633 | 0 |
7.457165 | 263.036704 | 31,085.083433 | 1.683993 | null | 584.604354 | 11.809444 | 45.501362 | 4.106543 | 0 |
5.272228 | 206.313185 | 42,210.885237 | 8.849717 | null | 410.648537 | 11.927999 | 46.540368 | 5.068556 | 0 |
7.291957 | 202.329044 | 21,891.677159 | 7.628747 | 339.829014 | 379.270122 | 7.654956 | 64.021523 | 4.237644 | 0 |
7.803833 | 223.688111 | 37,376.792989 | 6.664969 | null | 343.764013 | 16.697408 | 74.782434 | 2.907387 | 0 |
6.844351 | 197.460469 | 23,608.862239 | 8.396405 | null | 526.425915 | 10.878096 | 62.037143 | 2.877063 | 0 |
5.608745 | 152.954062 | 19,835.98077 | 9.345981 | 323.39334 | 596.076368 | 14.380725 | 49.428252 | 4.644212 | 0 |
5.701155 | 233.515043 | 41,411.601707 | 5.895464 | 310.160545 | 509.767888 | 22.686837 | 73.751883 | 3.403136 | 0 |
5.412762 | 226.586488 | 45,510.584319 | 7.070185 | 307.621462 | 420.124761 | 21.94019 | 58.851736 | 4.091206 | 0 |
null | 208.177464 | 17,264.840917 | 3.296157 | 387.070824 | 631.304216 | 8.40457 | 68.30059 | 3.912148 | 0 |
5.018132 | 169.397238 | 29,072.038121 | 10.711475 | 297.013272 | 467.218073 | 15.913761 | 23.79295 | 4.286479 | 0 |
4.552238 | 197.076934 | 25,969.21512 | 8.865422 | null | 461.836278 | 12.853405 | 69.335057 | 3.932804 | 0 |
null | 203.505921 | 21,417.593615 | 6.072638 | 319.522689 | 348.527321 | 12.612966 | 68.642545 | 4.613579 | 0 |
7.025306 | 202.809081 | 23,502.857795 | 5.239013 | 335.548719 | 471.131716 | 13.891519 | 63.751855 | 5.989543 | 0 |
5.770621 | 194.500144 | 16,173.727093 | 6.341797 | 318.788933 | 387.130483 | 12.042914 | 52.512261 | 4.240821 | 0 |
8.437876 | 183.106625 | 12,856.928695 | 7.400019 | 361.779682 | 587.022609 | 15.926921 | 77.951262 | 3.815469 | 0 |
5.907078 | 213.471081 | 41,839.456449 | 7.924762 | 312.329947 | 357.25897 | 15.598965 | 54.421879 | 4.29648 | 0 |
6.898341 | 187.415306 | 19,024.485531 | 6.91507 | null | 428.786976 | 12.580162 | 44.38021 | 5.371284 | 0 |
10.252734 | 217.736669 | 9,651.874826 | 4.338353 | 369.297709 | 528.121626 | 18.661403 | 54.15045 | 3.290372 | 0 |
8.2065 | 182.905359 | 18,949.975539 | 6.662949 | 347.132562 | 332.855321 | 18.328401 | 66.688384 | 4.225121 | 0 |
7.286167 | 208.444085 | 30,879.026684 | 6.856967 | 336.048832 | 352.602146 | 10.566452 | 64.025333 | 4.68602 | 0 |
8.809296 | 226.105901 | 18,140.594271 | 4.930381 | 320.799382 | 350.116686 | 14.33884 | 64.334637 | 3.879054 | 0 |
6.641501 | 198.884409 | 27,867.486757 | 7.327729 | 318.408397 | 573.723762 | 13.19172 | 81.551114 | 4.694311 | 0 |
6.145148 | 197.541072 | 39,657.272108 | 9.900159 | 288.157883 | 319.434033 | 11.587378 | 120.030077 | 4.600886 | 0 |
5.906442 | 177.891369 | 27,296.294045 | 8.869268 | 312.015798 | 385.812818 | 13.938686 | 60.613795 | 4.807496 | 0 |
5.389846 | 163.344352 | 19,646.233419 | 9.092721 | 314.237577 | 491.750448 | 15.496325 | 48.686584 | 3.577675 | 0 |
5.006563 | 160.496448 | 27,218.821976 | 11.54319 | 289.975777 | 303.256343 | 16.569391 | 70.699066 | 3.665206 | 0 |
6.503638 | 163.256634 | 15,000.187769 | 7.641834 | 334.10312 | 517.428392 | 17.53066 | 37.765518 | 4.963184 | 0 |
9.606859 | 200.842143 | 18,907.642841 | 7.515087 | null | 370.903807 | 11.358735 | 64.371183 | 4.405352 | 0 |
8.74223 | 179.409804 | 9,694.354896 | 6.577128 | 368.504321 | 323.744012 | 13.92501 | 85.779324 | 2.842393 | 0 |
8.394397 | 187.643411 | 10,603.098021 | 7.840261 | 352.83564 | 376.241146 | 13.374831 | 58.950002 | 2.833901 | 0 |
null | 204.923829 | 12,556.754047 | 5.789008 | 359.951766 | 610.767576 | 16.012643 | 52.442326 | 3.257744 | 0 |
3.841205 | 186.917765 | 19,988.649262 | 7.174952 | null | 483.334209 | 13.422802 | 74.381701 | 3.635635 | 0 |
4.301373 | 148.737701 | 26,640.072188 | 9.242653 | 316.764406 | 365.835375 | 12.515734 | 54.082289 | 3.067627 | 0 |
9.895889 | 210.654041 | 13,189.519383 | 4.945128 | null | 481.136793 | 11.763453 | 49.851928 | 3.813429 | 0 |
4.319441 | 186.056179 | 30,565.578391 | 9.811168 | 276.833932 | 282.687402 | 13.448689 | null | 3.241972 | 0 |
8.313774 | 196.547696 | 11,310.958313 | 5.310815 | 364.405067 | 607.915848 | 8.457142 | 76.69458 | 4.290072 | 0 |
null | 179.149287 | 4,784.967879 | 5.702187 | 378.398218 | 517.496142 | 14.387224 | 68.687024 | 2.380084 | 0 |
3.41036 | 207.397473 | 49,074.730407 | 5.667433 | 301.975011 | 351.520393 | 15.98737 | 86.639186 | 3.721766 | 0 |
7.510943 | 182.192847 | 17,100.887433 | 5.948785 | 357.265732 | 499.095057 | 20.725806 | 60.670939 | 3.342409 | 0 |
6.978291 | 191.858484 | 26,189.647064 | 7.279433 | 317.184165 | 564.647564 | 19.426893 | 50.50654 | 4.931878 | 0 |
null | 164.378433 | 15,908.56187 | 11.208688 | null | 360.814296 | 17.239577 | 60.179119 | 4.380978 | 0 |
7.460727 | 237.579612 | 25,222.956004 | 7.277443 | 316.562331 | 377.68222 | 5.914617 | 62.044183 | 3.949015 | 0 |
null | 190.046661 | 18,327.438429 | 7.898765 | 354.419249 | 445.928456 | 12.902213 | 63.45662 | 4.543581 | 0 |
7.220166 | 204.768391 | 15,658.08628 | 3.842732 | null | 407.375047 | 15.150582 | 64.989116 | 4.398685 | 0 |
8.790851 | 187.439812 | 7,850.641892 | 6.359942 | null | 384.920771 | 16.722376 | 77.902673 | 3.480272 | 0 |
null | 198.234408 | 26,486.18144 | 6.472958 | null | 472.693725 | 11.03224 | 63.729795 | 4.148611 | 0 |
null | 219.013328 | 29,433.423784 | 9.384056 | 302.767347 | 426.43072 | 17.307476 | 70.060303 | 5.776611 | 0 |
9.049166 | 169.509254 | 4,343.356611 | 5.780823 | 386.700463 | 471.925377 | 16.170628 | 62.722085 | 2.814001 | 0 |
9.515141 | 199.081317 | 9,082.816175 | 5.97655 | 367.230792 | 501.446834 | 12.877123 | 55.77069 | 3.812888 | 0 |
6.145243 | 213.175589 | 20,417.264416 | 6.243743 | null | 435.376529 | 23.514774 | 81.299133 | 4.09094 | 0 |
7.494212 | 210.347276 | 29,252.501112 | 5.922704 | 339.846577 | 445.061231 | 16.917113 | 84.868548 | 5.492705 | 0 |
7.091886 | 221.191476 | 29,091.207101 | 5.13496 | null | 515.059986 | 19.578273 | 62.62733 | 5.116407 | 0 |
6.624573 | 172.055471 | 14,877.289737 | 7.079934 | 338.441277 | 405.818097 | 15.656149 | 58.560531 | 4.333721 | 0 |
6.032189 | 200.420756 | 32,882.155943 | 6.516519 | 352.018638 | 349.982173 | 14.104821 | 43.376808 | 3.423832 | 0 |
6.344095 | 164.817207 | 14,973.297357 | 10.707016 | 316.14445 | 337.219448 | 19.411699 | 64.38497 | 3.843484 | 0 |
null | 209.766022 | 27,382.769331 | 7.432312 | 323.955632 | 301.202885 | 13.970732 | 62.738594 | 4.103439 | 0 |
7.459145 | 217.70013 | 19,436.503542 | 4.639116 | 352.424439 | 494.094339 | 14.460295 | 57.196188 | 3.841052 | 0 |
6.361667 | 175.043999 | 25,833.851713 | 8.243781 | 333.947107 | 302.19071 | 10.558576 | 70.107693 | 3.681765 | 0 |
9.011589 | 228.919519 | 25,208.151842 | 6.76701 | null | 380.145205 | 15.518323 | null | 2.897293 | 0 |
7.466213 | 223.184181 | 18,261.694942 | 5.206597 | null | 456.262151 | 14.023547 | 99.130336 | 2.081846 | 0 |
5.739816 | 189.827789 | 15,825.440316 | 8.11014 | 313.057332 | 425.016757 | 14.899181 | 81.373907 | 2.722571 | 0 |
7.785107 | 174.889361 | 13,404.254332 | 7.517806 | null | 491.431722 | 13.825548 | 75.059426 | 4.904613 | 0 |
7.138587 | 180.903778 | 9,727.65317 | 5.706429 | null | 399.954833 | 15.952393 | 67.702849 | 3.27243 | 0 |
8.805178 | 157.231982 | 4,728.650671 | 8.848262 | 356.773638 | 299.279775 | 9.439925 | 61.640597 | 5.176205 | 0 |
8.003031 | 186.463082 | 15,007.272682 | 7.697324 | 355.726006 | 561.613187 | 10.153233 | 67.000351 | 3.137551 | 0 |
7.157338 | 214.010101 | 23,718.552011 | 3.924367 | 343.764377 | 506.899657 | 15.446049 | null | 5.183622 | 0 |
6.427365 | 202.944979 | 20,920.251561 | 5.527621 | 338.582354 | 332.612752 | 12.809024 | 75.101334 | 3.568823 | 0 |
6.124672 | 179.579752 | 27,951.61307 | 8.075627 | 303.646928 | 467.171822 | 13.835117 | 69.017488 | 3.631007 | 0 |
8.457901 | 228.732152 | 16,061.590098 | 4.142485 | 356.304825 | 370.712108 | 14.06171 | 82.364692 | 4.914276 | 0 |
5.772197 | 200.144971 | 27,840.69421 | 7.13224 | 318.643491 | 414.015043 | 15.550101 | 62.521274 | 3.078986 | 0 |
null | 220.976049 | 11,562.43551 | 6.033392 | 359.186901 | 406.466385 | 14.149317 | 59.373218 | 4.589162 | 0 |
6.760791 | 192.142621 | 19,089.948557 | 4.364521 | 345.018897 | 457.554827 | 13.272526 | null | 4.90549 | 0 |
7.895046 | 174.692685 | 10,465.261601 | 7.668315 | 350.535418 | 472.042912 | 14.633909 | 60.862234 | 3.084431 | 0 |
8.57674 | 221.150258 | 24,897.286602 | 6.222626 | 341.80921 | 389.292785 | 15.952132 | 36.082583 | 3.916115 | 0 |
5.59673 | 229.295098 | 44,652.363872 | 6.500953 | 323.999049 | 424.257013 | 12.361827 | 40.412098 | 3.826158 | 0 |
8.145632 | 218.440804 | 31,350.275765 | 5.50765 | 334.644887 | 376.669878 | 14.886305 | 52.415775 | 4.307548 | 0 |
6.665495 | 222.487772 | 25,319.913867 | 4.970959 | 339.05975 | 318.56433 | 19.368698 | 72.716775 | 3.928495 | 0 |
6.499068 | 173.768874 | 23,734.846211 | 9.009056 | 330.164682 | 593.561756 | 13.986294 | 63.693876 | 4.35588 | 0 |
9.735889 | 209.761513 | 10,897.150289 | 6.106567 | 358.193121 | 449.36779 | 13.911645 | 47.100186 | 5.57321 | 0 |
9.268282 | 204.360485 | 14,333.538024 | 9.070126 | 328.297947 | 431.475412 | 11.934802 | 90.9018 | 5.255703 | 0 |
null | 180.893036 | 17,705.608616 | 6.223312 | 350.195253 | 447.937123 | 10.461025 | 32.074863 | 3.999125 | 0 |
10.059642 | 175.875828 | 5,232.913254 | 9.674175 | null | 477.983756 | 16.470528 | 62.604551 | 3.818789 | 0 |
6.475885 | 177.294949 | 16,532.828822 | 10.096588 | 305.248945 | 466.64942 | 6.776146 | 65.14649 | 4.306113 | 0 |
6.096128 | 200.646224 | 16,932.577103 | 6.542206 | null | 404.460052 | 9.063964 | 84.057101 | 2.956447 | 0 |
6.297846 | 214.214574 | 21,022.83503 | 7.258722 | 331.821977 | 434.048702 | 15.872182 | 64.846905 | 1.680554 | 0 |
5.284097 | 185.705492 | 26,532.737255 | 6.132546 | 328.139582 | 543.181748 | 17.398465 | 47.066392 | 4.800963 | 0 |
8.269945 | 192.003776 | 11,889.217747 | 8.377233 | 345.987354 | 405.340609 | 17.395662 | 85.444985 | 3.07648 | 0 |
6.039568 | 246.692855 | 39,489.009736 | 3.194969 | null | 357.986313 | 13.239356 | 78.404534 | 4.206836 | 0 |
6.243279 | 171.103886 | 19,605.029575 | 8.268229 | null | 512.894717 | 17.218417 | 53.609727 | 3.472839 | 0 |
8.2141 | 192.177127 | 12,819.875436 | 7.536023 | 343.477262 | 418.678765 | 13.352604 | 86.978101 | 3.381864 | 0 |
null | 205.63879 | 39,742.970329 | 4.660528 | 323.956492 | 509.546419 | 11.67485 | 55.042679 | 3.916746 | 0 |
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