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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 |
|---|---|---|---|---|---|---|---|---|---|
7.442023 | 194.763871 | 34,565.70169 | 8.493348 | 294.836218 | 350.085116 | 18.962014 | 79.958321 | 2.894651 | 1 |
6.559253 | 164.635921 | 30,660.209666 | 8.85227 | 272.524263 | 533.583858 | 10.958306 | 83.662331 | 4.216315 | 1 |
7.035037 | 220.501888 | 19,746.493251 | 7.059383 | 371.912615 | 536.1839 | 15.303433 | 67.901758 | 4.557029 | 1 |
7.880686 | 226.003844 | 19,486.881839 | 6.208574 | 356.338079 | 472.369094 | 11.995239 | 55.029166 | 3.579984 | 1 |
7.498372 | 236.714399 | 21,736.373324 | 6.588566 | 407.312082 | 299.194245 | 20.737664 | 68.314347 | 4.242242 | 1 |
null | 200.969922 | 12,700.488039 | 7.713783 | 395.090364 | 464.024917 | 15.089339 | 63.624565 | 3.7561 | 1 |
6.538207 | 214.992866 | 12,330.406568 | 7.300092 | 389.817036 | 465.352665 | 22.089402 | 24.532773 | 3.426266 | 1 |
6.373288 | 180.958905 | 17,502.879442 | 6.471639 | 367.73252 | 411.58131 | 11.598646 | null | 4.538109 | 1 |
5.756476 | 171.971804 | 8,086.825999 | 7.304628 | 330.133777 | 442.758756 | 11.364751 | 95.898495 | 4.002082 | 1 |
6.918062 | 188.912865 | 14,052.446112 | 6.192193 | null | 338.32084 | 17.860101 | 66.737031 | 3.566298 | 1 |
8.813505 | 236.392817 | 40,684.390014 | 6.608775 | 303.529818 | 278.355123 | 14.576057 | 72.872697 | 4.24246 | 1 |
7.3616 | 231.793183 | 29,169.720783 | 7.929904 | 375.097188 | 389.272645 | 13.853116 | 39.532787 | 3.751589 | 1 |
9.175586 | 281.594235 | 47,852.888871 | 8.330276 | 314.783761 | 422.318227 | 9.969136 | 64.070548 | 2.959685 | 1 |
null | 192.742275 | 32,349.102378 | 8.75063 | 272.085057 | 581.981191 | 13.583036 | 64.436046 | 3.952594 | 1 |
6.550877 | 145.806271 | 25,070.008739 | 5.716379 | 285.218943 | 369.613084 | 8.654765 | null | 4.824826 | 1 |
6.510856 | 223.860622 | 15,147.171464 | 7.667533 | 389.391148 | 437.051364 | 12.085026 | 52.339075 | 4.225608 | 1 |
7.34703 | 199.613721 | 19,073.259595 | 5.766832 | 336.994335 | 413.21423 | 12.482482 | 56.794084 | 4.297881 | 1 |
8.111953 | 217.266472 | 38,184.469574 | 7.254122 | 311.910224 | 281.069203 | 13.027921 | 78.582094 | 4.43075 | 1 |
null | 237.083948 | 35,434.280062 | 7.617649 | 381.337527 | 365.032503 | 13.453872 | 33.439868 | 3.825937 | 1 |
5.985012 | 151.360967 | 20,155.434469 | 7.723292 | 275.079738 | 478.33236 | 18.016266 | 99.061233 | 3.7641 | 1 |
null | 212.705332 | 25,626.48105 | 8.590184 | 338.663535 | 330.253375 | 11.052838 | 64.472001 | 4.219226 | 1 |
null | 161.038971 | 25,583.492009 | 6.796914 | null | 467.479901 | 14.105554 | 52.331462 | 4.514175 | 1 |
6.433722 | 177.252511 | 20,321.229404 | 6.378918 | 373.051772 | 375.028222 | 11.684648 | 61.629823 | 3.64149 | 1 |
6.770095 | 201.650854 | 25,887.631722 | 9.367533 | 327.619453 | 519.380367 | 17.7203 | 90.064849 | 5.203461 | 1 |
7.92797 | 224.721059 | 27,402.019999 | 6.875299 | 343.286313 | 315.913411 | 14.13712 | 32.438526 | 4.847262 | 1 |
7.338826 | 229.978694 | 12,603.400371 | 5.975488 | 351.318826 | 370.860632 | 19.389337 | 79.971647 | 4.017061 | 1 |
7.078361 | 198.412447 | 16,648.600567 | 6.931096 | 348.547981 | 472.276001 | 17.249616 | 59.630894 | 3.263465 | 1 |
6.751669 | 176.793152 | 32,040.505669 | 7.931913 | null | 467.148372 | 11.214908 | 47.532395 | 3.735173 | 1 |
7.744125 | 203.396227 | 21,403.002048 | 7.623242 | 333.210903 | 424.32874 | 16.949811 | 48.416725 | 3.61226 | 1 |
7.560392 | 223.23225 | 14,739.06854 | 6.731611 | 372.028909 | 481.341774 | 8.900409 | 62.134281 | 4.257805 | 1 |
7.830608 | 213.249258 | 18,821.389612 | 6.475113 | 316.572415 | 405.278738 | 16.872395 | 55.90577 | 3.551568 | 1 |
6.746935 | 154.332162 | 25,137.427677 | 8.495904 | 274.884089 | 330.083723 | 15.983632 | 69.943254 | 3.485536 | 1 |
6.542282 | 146.055383 | 35,965.744581 | 8.578678 | null | 474.007715 | 21.366387 | 54.127342 | 3.794055 | 1 |
8.549693 | 236.861505 | 17,828.294524 | 4.752268 | 341.036337 | 423.11008 | 15.313243 | 80.931305 | 3.039019 | 1 |
7.499845 | 231.538868 | 22,452.635567 | 7.821007 | null | 380.999098 | 14.338248 | null | 4.66387 | 1 |
5.763773 | 183.073629 | 22,025.696606 | 8.952896 | null | 376.581389 | 10.547398 | 63.299757 | 3.2532 | 1 |
7.276863 | 165.797952 | 30,396.904619 | 7.835639 | 281.896882 | 475.646051 | 12.326184 | 83.399889 | 6.083772 | 1 |
7.493291 | 216.38188 | 9,465.323905 | 4.947531 | 341.460632 | 501.345347 | 11.247507 | 52.951363 | 3.748747 | 1 |
6.116024 | 158.728901 | 22,481.027318 | 8.467065 | null | 458.992936 | 15.495284 | null | 3.984309 | 1 |
5.226895 | 127.117555 | 7,907.330441 | 6.761929 | 335.461842 | 475.332357 | 12.72501 | 79.420013 | 5.138056 | 1 |
null | 255.953599 | 15,097.024064 | 8.482421 | 361.971419 | 471.477419 | 14.570932 | 40.287298 | 3.227941 | 1 |
6.42064 | 180.293 | 26,034.528198 | 9.710619 | 308.957886 | 473.064824 | 17.724396 | 57.596636 | 3.13994 | 1 |
7.669013 | 205.595635 | 11,579.441693 | 4.263279 | 356.136518 | 407.721613 | 10.829045 | 83.243808 | 4.589513 | 1 |
7.128062 | 191.400821 | 25,227.545153 | 6.607844 | 319.250859 | 419.30498 | 12.865366 | 78.468491 | 4.510595 | 1 |
null | 108.916629 | 14,476.335695 | 5.398162 | 281.198274 | 512.232306 | 15.013793 | 86.671459 | 3.895572 | 1 |
6.61535 | 179.240661 | 26,392.863612 | 9.30916 | null | 496.363562 | 12.786595 | 78.262369 | 4.453443 | 1 |
6.504876 | 159.182139 | 13,403.086389 | 6.958284 | 296.076914 | 359.974437 | 15.63685 | 63.514312 | 3.748443 | 1 |
7.459124 | 195.028717 | 33,173.499409 | 7.551374 | null | 534.166997 | 17.334052 | 38.368068 | 3.544752 | 1 |
null | 221.673134 | 32,269.504938 | 8.765238 | 303.961739 | 357.358567 | 12.819741 | 51.374239 | 4.804829 | 1 |
7.096047 | 221.508245 | 17,240.021065 | 9.181473 | 322.616878 | 442.543599 | 16.5762 | 78.122091 | 4.785637 | 1 |
6.989442 | 197.685838 | 12,150.721923 | 7.984166 | 341.100115 | 303.596799 | 14.330886 | 70.856866 | 3.853048 | 0 |
null | 184.741394 | 32,328.714812 | 8.396587 | 292.938221 | 617.144794 | 8.348506 | 51.457074 | 5.493181 | 0 |
8.297726 | 222.436321 | 20,320.108453 | 7.321859 | 297.138687 | 374.119522 | 15.779233 | 93.44633 | 4.166105 | 0 |
3.846454 | 211.757205 | 14,686.28339 | 7.557873 | 326.912134 | 371.269374 | 21.76517 | 35.781529 | 3.143431 | 0 |
null | 174.917724 | 28,990.787882 | 4.660411 | 417.340268 | 468.842985 | 10.018238 | 53.347048 | 3.669057 | 0 |
9.380007 | 166.269757 | 32,471.456324 | 7.342535 | null | 498.313062 | 12.779885 | 56.793317 | 4.566254 | 0 |
8.998375 | 169.22833 | 21,790.010896 | 7.923357 | null | 436.921508 | 18.222195 | 73.217875 | 4.516933 | 0 |
5.690387 | 241.215729 | 14,083.829888 | 5.738962 | 293.465164 | 498.282978 | 24.755392 | 70.728902 | 2.988621 | 0 |
7.301563 | 177.662895 | 23,441.267143 | 9.107017 | 326.29063 | 478.467047 | 14.003396 | 55.183347 | 2.774961 | 0 |
7.031684 | 201.002106 | 24,510.507558 | 5.818274 | 401.268832 | 371.616397 | 12.846819 | 89.192433 | 4.422183 | 0 |
4.348675 | 197.276364 | 9,848.035583 | 10.810938 | null | 295.749525 | 19.958236 | 81.746418 | 4.36095 | 0 |
5.294195 | 234.271399 | 26,811.203068 | 3.611358 | 369.608465 | 570.975027 | 12.775773 | 44.675683 | 3.522454 | 0 |
7.257931 | 187.765622 | 24,354.335175 | 7.196254 | null | 346.291785 | 10.892953 | 61.561166 | 4.266923 | 0 |
9.250492 | 184.442011 | 22,749.178352 | 7.401663 | 375.008324 | 436.493762 | 15.402961 | 44.78897 | 3.996339 | 0 |
9.680475 | 199.531666 | 32,916.331478 | 6.127804 | null | 461.300095 | 16.109678 | 76.543839 | 2.79584 | 0 |
null | 184.993731 | 19,764.627445 | 7.505092 | null | 293.477998 | 12.93416 | null | 3.017985 | 0 |
6.741246 | 196.833001 | 23,565.73271 | 7.594584 | 315.574602 | 500.142898 | 11.663073 | 31.778484 | 3.500971 | 0 |
6.811702 | 261.389565 | 15,149.489871 | 7.056107 | null | 397.787119 | 11.993516 | 66.257649 | 3.275008 | 0 |
6.966943 | 222.890265 | 25,441.056122 | 7.383783 | null | 647.349939 | 17.391282 | 38.732647 | 4.356931 | 0 |
7.446089 | 179.146836 | 17,763.310993 | 9.876515 | 328.459022 | 364.134173 | 12.982491 | 49.051241 | 2.948657 | 0 |
6.210648 | 192.216738 | 19,330.035765 | 8.792886 | null | 401.383264 | 18.225492 | 61.274216 | 3.212124 | 0 |
7.341547 | 187.672402 | 21,273.457066 | 7.784003 | null | 332.084293 | 16.842334 | 55.019151 | 4.025644 | 0 |
7.051396 | 187.418883 | 15,423.387278 | 8.871524 | 341.562673 | 561.79076 | 14.280607 | null | 3.172091 | 0 |
6.642614 | 226.527832 | 13,730.259117 | 9.060767 | 257.459481 | 275.071712 | 12.77923 | null | 3.807721 | 0 |
10.14629 | 242.151734 | 24,649.674748 | 4.803373 | 347.069725 | 348.484039 | 17.614799 | 73.001545 | 4.481552 | 0 |
14 | 235.677458 | 24,008.99204 | 5.635029 | 381.097711 | 460.745267 | 13.452538 | 72.859468 | 3.170994 | 0 |
8.469537 | 128.620079 | 15,273.049287 | 10.725524 | null | 553.34626 | 16.930868 | 69.736688 | 4.149553 | 0 |
6.043212 | 151.148322 | 24,207.081673 | 8.414072 | null | 410.909289 | 10.08505 | 107.585967 | 4.196726 | 0 |
5.841119 | 194.616894 | 17,721.959557 | 5.646297 | 410.358673 | 622.963575 | 17.629541 | 93.070691 | 4.23756 | 0 |
8.114665 | 236.493275 | 26,631.212874 | 6.266782 | 275.09087 | 496.989792 | 18.588534 | 58.313345 | 2.654594 | 0 |
5.585117 | 143.505413 | 22,234.696738 | 9.252852 | 368.387465 | 437.124665 | 11.575215 | 52.424378 | 4.148343 | 0 |
5.903994 | 196.274726 | 19,399.221972 | 7.641895 | 328.269272 | 324.045681 | 18.505372 | 77.157802 | 3.820021 | 0 |
10.284126 | 249.324199 | 23,259.012449 | 3.331266 | 284.405913 | 468.866264 | 5.188466 | 67.622616 | 2.844633 | 0 |
9.578227 | 205.748742 | 33,080.588825 | 5.659848 | 356.698301 | 333.069911 | 16.984961 | 68.906088 | 3.419239 | 0 |
7.094831 | 139.906866 | 18,975.643495 | 7.571951 | 423.045974 | 528.266523 | 18.556177 | 68.648582 | 3.62846 | 0 |
null | 210.744708 | 12,229.298484 | 6.950981 | 387.388826 | 422.027072 | 14.680844 | 77.32233 | 2.516769 | 0 |
9.68726 | 190.162869 | 18,752.576403 | 7.073007 | null | 461.070209 | 9.106873 | 64.228249 | 3.085835 | 0 |
6.527441 | 181.072995 | 22,444.081777 | 10.474977 | 271.862792 | 351.063788 | 11.996365 | null | 3.567181 | 0 |
null | 193.629486 | 18,753.211764 | 8.685012 | 327.340638 | 478.102693 | 13.172902 | 52.673958 | 2.373438 | 0 |
7.744773 | 208.92034 | 27,648.159653 | 5.622572 | 332.823799 | 397.057474 | 12.486192 | 73.184557 | 5.016321 | 0 |
8.289224 | 191.858805 | 22,526.279753 | 7.979155 | null | 292.860817 | 18.003679 | 72.575581 | 4.291001 | 0 |
7.249257 | 223.70354 | 24,311.905794 | 7.392517 | 275.622487 | 306.782231 | 9.697257 | 77.199646 | 4.361486 | 0 |
7.744099 | 219.658722 | 30,809.705704 | 6.790681 | null | 405.032247 | 12.758777 | 70.371824 | 5.104188 | 0 |
null | 214.21606 | 19,026.672842 | 7.634724 | null | 421.140278 | 16.825739 | 74.629431 | 3.986882 | 0 |
6.890275 | 185.744147 | 12,218.095945 | 8.022936 | 350.657872 | 394.440581 | 17.064897 | 86.631823 | 4.100697 | 0 |
6.047381 | 230.586285 | 20,278.382985 | 9.360799 | 305.776583 | 333.530768 | 12.593848 | 55.301836 | 2.21673 | 0 |
11.568768 | 192.924448 | 39,234.470184 | 8.860762 | 235.995461 | 463.435102 | 19.628177 | 81.496529 | 3.761288 | 0 |
10.164839 | 194.302801 | 28,915.643224 | 7.301689 | 316.525209 | 279.165436 | 18.45231 | 63.062458 | 2.937686 | 0 |
8.722311 | 145.246618 | 20,256.353066 | 10.651998 | null | 612.327974 | 13.05334 | 94.826706 | 3.009289 | 0 |
3.717704 | 183.349431 | 14,841.241996 | 9.53497 | null | 293.917599 | 12.942291 | 112.061027 | 3.780259 | 0 |
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