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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 |
|---|---|---|---|---|---|---|---|---|---|
9.149734 | 230.561899 | 30,468.641826 | 7.667655 | 337.557972 | 539.625037 | 16.133499 | 58.134527 | 5.436819 | 0 |
7.615557 | 204.869974 | 8,403.284552 | 6.012316 | 418.309431 | 311.178955 | 12.742329 | 67.282328 | 4.243134 | 0 |
7.813068 | 183.69748 | 9,812.122463 | 7.607639 | 400.373526 | 539.610797 | 12.348083 | 90.390277 | 4.713719 | 0 |
7.721033 | 203.354788 | 35,800.699273 | 7.683399 | 312.919044 | 424.966995 | 18.092608 | 96.442129 | 4.168487 | 0 |
9.056245 | 197.666301 | 17,403.532167 | 7.688917 | 337.460176 | 414.766631 | 15.349869 | 63.696746 | 3.319354 | 0 |
8.082657 | 213.755177 | 21,689.634297 | 8.771784 | 325.034265 | 508.116473 | 17.038212 | null | 5.24713 | 0 |
5.848667 | 210.441205 | 33,095.389597 | 6.095884 | 312.375786 | 482.451933 | 11.813338 | 61.935078 | 4.874534 | 0 |
8.470546 | 199.489716 | 26,559.380406 | 7.904381 | 351.738925 | 491.519705 | 9.50488 | 66.146355 | 2.935802 | 0 |
9.228582 | 180.944697 | 10,345.399315 | 6.056989 | null | 397.04313 | 18.215464 | 53.976734 | 3.839185 | 0 |
8.170588 | 208.279181 | 12,806.832327 | 5.489259 | 322.923998 | 472.028286 | 13.389549 | 28.566364 | 3.995857 | 0 |
6.381977 | 211.917276 | 20,709.279762 | 6.171162 | 278.949273 | 525.075478 | 16.684074 | 74.529806 | 4.991896 | 0 |
6.989814 | 221.000235 | 20,769.519636 | 8.361019 | 307.523159 | 326.58636 | 12.286237 | 62.768615 | 4.808583 | 0 |
10.378108 | 200.004121 | 8,644.831047 | 9.823507 | 442.761428 | 473.814191 | 14.156241 | 64.164409 | 3.577447 | 0 |
null | 182.100573 | 17,423.407989 | 6.815719 | null | 495.513128 | 11.558372 | 85.864119 | 3.568197 | 0 |
3.590822 | 213.702299 | 33,431.671122 | 5.542364 | 308.380612 | 465.630119 | 18.126924 | 50.081054 | 4.144781 | 0 |
7.388519 | 201.057714 | 13,921.146217 | 7.766495 | null | 560.774729 | 14.467095 | 74.374018 | 4.409054 | 0 |
6.966835 | 158.043065 | 12,256.678287 | 7.105619 | 371.517435 | 382.443863 | 14.40808 | 78.100735 | 2.957441 | 0 |
6.703487 | 182.129514 | 24,316.875146 | 7.009806 | 341.333952 | 479.537497 | 20.088643 | 53.925045 | 4.223884 | 0 |
7.139671 | 183.427975 | 16,916.413537 | 6.539416 | null | 363.767714 | 10.144443 | 42.315473 | 3.151389 | 0 |
6.648793 | 213.959988 | 16,388.405265 | 7.656506 | 357.728131 | 372.686995 | 15.379519 | 31.895507 | 5.138048 | 0 |
null | 182.059534 | 17,869.455441 | 9.832911 | 361.537736 | 359.44942 | 20.20933 | 49.15664 | 4.170076 | 0 |
7.940713 | 197.049965 | 10,762.938632 | 7.515815 | 384.791134 | 406.116784 | 16.237265 | 74.611653 | 2.990151 | 0 |
8.228564 | 182.196905 | 18,132.094401 | 6.712007 | 335.780518 | 569.934888 | 15.119348 | 63.359706 | 2.781944 | 0 |
8.665692 | 162.359687 | 3,802.411681 | 6.281553 | null | 337.972823 | 19.270709 | 84.192581 | 3.494032 | 0 |
5.064042 | 214.529328 | 21,035.106855 | 9.134813 | null | 471.178109 | 13.333518 | 58.194222 | 5.122703 | 0 |
7.894323 | 176.319304 | 11,697.606972 | 8.198106 | 376.783989 | 383.019101 | 12.677488 | 57.280265 | 2.865031 | 0 |
7.042794 | 194.046719 | 16,733.124103 | 7.701926 | 350.243966 | 504.925466 | 19.703422 | 82.253454 | 3.965647 | 0 |
8.305064 | 177.174394 | 8,451.319111 | 5.807122 | 335.871718 | 361.691437 | 14.359351 | 50.926671 | 4.461211 | 0 |
8.268308 | 168.68789 | 13,181.673516 | 6.383226 | 298.307093 | 294.298065 | 12.366424 | 79.206473 | 4.405408 | 0 |
null | 199.570525 | 25,305.10293 | 5.956792 | 329.133255 | 287.596062 | 13.786141 | 33.781557 | 4.133069 | 0 |
7.397562 | 217.936799 | 24,502.155146 | 5.919099 | null | 426.003004 | 12.26315 | 49.502513 | 2.459337 | 0 |
6.367299 | 183.789491 | 11,619.709697 | 6.035221 | 343.828015 | 362.775439 | 16.643696 | 73.259221 | 2.614766 | 0 |
8.410626 | 185.183739 | 29,985.249881 | 8.178008 | null | 489.904347 | 17.697765 | 74.230076 | 4.352296 | 0 |
7.098246 | 207.535381 | 22,671.479761 | 6.284582 | 295.585686 | 297.106494 | 17.105328 | 71.020825 | 4.909571 | 0 |
7.322502 | 196.104298 | 19,534.421648 | 6.661157 | 297.841381 | 418.075511 | 17.161768 | 69.467359 | 2.981649 | 0 |
5.198225 | 173.119821 | 11,178.403544 | 5.893458 | 343.209876 | 390.065616 | 14.160899 | 65.433008 | 3.807318 | 0 |
null | 213.474706 | 20,626.515937 | 8.442057 | 318.738774 | 337.895405 | 7.689294 | 77.003121 | 3.23657 | 0 |
null | 215.750221 | 36,776.137499 | 6.669057 | 294.111044 | 489.885871 | 11.18035 | null | 4.754313 | 0 |
6.280905 | 178.7072 | 16,950.015907 | 7.866135 | 370.32635 | 388.552621 | 10.971432 | 74.608023 | 3.021289 | 0 |
6.82393 | 146.130599 | 13,467.87978 | 6.423224 | 289.57646 | 412.840506 | 14.307687 | 81.529534 | 4.016144 | 0 |
6.629994 | 209.157022 | 20,487.923825 | 7.278912 | 332.877574 | 524.883329 | 20.751751 | 60.236844 | 3.155214 | 0 |
10.301571 | 199.609364 | 11,278.829678 | 7.464893 | 433.448168 | 461.979286 | 17.099096 | 63.190835 | 3.857852 | 0 |
6.123194 | 181.312418 | 15,135.127236 | 5.824042 | 293.840703 | 391.610322 | 11.591795 | 61.946683 | 5.457831 | 0 |
null | 196.139312 | 10,540.342278 | 6.45946 | 359.168722 | 400.679602 | 13.583559 | 45.900706 | 4.149483 | 0 |
6.848033 | 165.815326 | 6,068.454885 | 6.132132 | 373.206834 | 442.786267 | 11.118171 | 64.0276 | 4.257038 | 0 |
null | 227.082694 | 45,166.639389 | 8.075967 | 279.75807 | 472.245938 | 17.013801 | 72.606332 | 3.14479 | 0 |
6.411526 | 197.684879 | 19,505.296945 | 8.262398 | null | 436.056485 | 12.902109 | null | 2.200678 | 0 |
5.122648 | 195.018888 | 17,279.513749 | 7.027441 | 336.466042 | 446.712219 | 4.861631 | 72.83754 | 3.504525 | 0 |
3.434856 | 185.342961 | 22,690.244404 | 8.150954 | 309.217651 | 398.37013 | 10.03495 | 55.947322 | 5.38951 | 0 |
10.84813 | 236.725049 | 14,036.163656 | 9.002885 | null | 564.902813 | 17.405818 | null | 3.133839 | 0 |
8.725393 | 213.610372 | 18,862.673054 | 8.670127 | 324.027106 | 396.22901 | 20.055737 | 96.59146 | 4.565542 | 0 |
10.351743 | 241.6718 | 18,588.303326 | 8.784378 | null | 303.688107 | 13.615947 | 75.129896 | 5.227609 | 0 |
8.174028 | 192.39043 | 19,808.537766 | 6.955821 | 377.700189 | 503.522172 | 13.780973 | 59.542769 | 3.986781 | 0 |
8.034012 | 197.609392 | 25,204.674082 | 6.501097 | 330.552173 | 490.8215 | 15.107289 | 89.800947 | 2.452121 | 0 |
8.205542 | 188.277188 | 19,902.823824 | 5.002792 | null | 331.345569 | 15.062841 | 57.814335 | 3.634031 | 0 |
7.893818 | 203.296621 | 16,853.676328 | 7.334428 | 339.767579 | 398.9895 | 19.31876 | 58.57461 | 3.508504 | 0 |
null | 218.405545 | 11,370.649169 | 6.866826 | 392.841907 | 284.551173 | 16.09552 | null | 3.266562 | 0 |
5.488135 | 192.507984 | 21,715.774409 | 5.454063 | null | 553.287241 | 13.081524 | 87.279537 | 3.652991 | 0 |
8.163074 | 162.231846 | 10,494.573369 | 8.087496 | 423.952028 | 487.318346 | 16.011608 | 69.976719 | 4.128193 | 0 |
6.867001 | 184.248496 | 14,464.115547 | 6.759352 | 371.283819 | 497.703775 | 14.782861 | 73.433479 | 3.484121 | 0 |
5.821707 | 220.125423 | 40,009.72361 | 6.631836 | null | 493.118346 | 12.420834 | 49.129301 | 3.908199 | 0 |
7.451889 | 203.200286 | 15,825.182571 | 6.754242 | null | 348.952903 | 11.094898 | 91.493087 | 3.930081 | 0 |
6.898315 | 228.802804 | 45,939.689158 | 9.564027 | 377.813505 | 392.382326 | 13.872994 | 66.983589 | 3.822307 | 0 |
7.54434 | 180.119728 | 17,253.33674 | 5.741254 | null | 575.922172 | 14.861906 | 58.754981 | 4.435514 | 0 |
4.103868 | 168.283651 | 22,207.470232 | 5.85008 | null | 344.869506 | 15.466455 | 34.719623 | 3.808851 | 0 |
5.329939 | 196.034623 | 24,000.523144 | 5.729575 | 335.092322 | 511.705187 | 18.588091 | 68.458037 | 5.799322 | 0 |
6.962994 | 206.817887 | 24,036.593827 | 7.691454 | 356.632561 | 552.273055 | 8.574691 | 88.620139 | 4.760382 | 0 |
6.84606 | 177.829127 | 16,515.670391 | 6.14721 | 308.901696 | 542.997099 | 12.626474 | 60.900254 | 4.709374 | 0 |
6.279842 | 175.89064 | 11,582.505249 | 7.059985 | null | 430.322092 | 15.674785 | 86.760257 | 3.278584 | 0 |
6.73985 | 197.374482 | 34,702.417848 | 5.869685 | 261.068006 | 390.046573 | 17.757917 | 91.384605 | 4.37963 | 0 |
5.495035 | 184.434836 | 26,744.301742 | 7.356517 | 332.030285 | 459.642172 | 18.417924 | 71.875574 | 4.115428 | 0 |
7.58377 | 217.283262 | 36,343.407055 | 8.532726 | 375.964391 | 393.877683 | 17.442301 | 77.722257 | 3.642289 | 0 |
5.866703 | 159.433175 | 16,298.001347 | 5.784709 | null | 525.213791 | 11.055446 | 79.28874 | 5.302973 | 0 |
6.39498 | 220.422389 | 21,051.256907 | 8.739505 | 348.04776 | 353.365418 | 19.637042 | 48.709989 | 4.732003 | 0 |
5.821262 | 204.04889 | 37,174.005414 | 7.867815 | 329.019554 | 466.783264 | 13.988707 | 96.826961 | 4.371079 | 0 |
5.514062 | 212.555066 | 27,859.748306 | 6.646356 | 286.474806 | 524.547975 | 13.067803 | 99.918387 | 4.460363 | 0 |
6.730884 | 192.436076 | 22,296.059652 | 7.450541 | null | 326.350745 | 11.827401 | null | 4.359137 | 0 |
5.198068 | 200.464445 | 37,200.242065 | 7.401099 | 311.794887 | 573.135532 | 17.238656 | 74.948217 | 3.295034 | 0 |
null | 191.012309 | 9,626.893206 | 6.179377 | 353.055891 | 271.368437 | 13.441175 | 92.48614 | 4.654177 | 0 |
7.362331 | 215.637255 | 28,263.310638 | 6.478948 | null | 417.608214 | 16.552543 | 56.399346 | 3.933565 | 0 |
7.066142 | 207.361429 | 22,523.43357 | 8.064693 | 343.293876 | 503.253317 | 12.168334 | 83.656615 | 4.127599 | 1 |
5.420348 | 232.386827 | 25,107.20863 | 6.53668 | null | 473.268096 | 10.817123 | 81.224983 | 3.75672 | 1 |
7.015333 | 222.113004 | 16,351.226287 | 7.838884 | 353.189806 | 420.136873 | 8.840514 | 66.543935 | 5.251223 | 1 |
null | 246.239763 | 6,974.225135 | 9.812468 | 417.911837 | 355.53247 | 13.330091 | 68.388378 | 4.138697 | 1 |
6.044672 | 150.671021 | 13,593.600018 | 6.456238 | 401.737392 | 392.206741 | 19.827392 | 43.564293 | 4.914884 | 1 |
6.19865 | 246.476962 | 31,369.541641 | 6.218948 | null | 527.000796 | 10.522935 | 62.125469 | 3.574172 | 1 |
7.678945 | 178.200542 | 20,243.088195 | 7.099474 | null | 363.97406 | 11.913204 | 58.2737 | 3.08955 | 1 |
8.062066 | 125.705329 | 35,381.670759 | 4.740111 | null | 463.46164 | 7.091229 | 98.59456 | 3.040031 | 1 |
7.255799 | 200.163795 | 32,595.120244 | 7.572435 | 324.551514 | 489.27216 | 12.305634 | 45.687421 | 3.968177 | 1 |
null | 239.439953 | 15,426.915079 | 8.731751 | 392.312173 | 364.956491 | 14.16201 | 70.765992 | 3.430167 | 1 |
6.792407 | 306.627481 | 28,508.216929 | 6.811416 | 293.078305 | 306.115539 | 9.006143 | 60.912034 | 2.50565 | 1 |
7.368166 | 204.041451 | 8,524.874646 | 9.469763 | 429.814322 | 328.565288 | 11.173155 | 88.888819 | 3.684263 | 1 |
8.837787 | 195.827213 | 11,610.207949 | 7.870062 | 332.759029 | 514.925997 | 12.291616 | 87.429078 | 2.08708 | 1 |
7.108141 | 148.624606 | 23,688.205223 | 7.003488 | 339.112673 | 259.963763 | 17.218575 | 56.044934 | 4.015246 | 1 |
5.289618 | 194.056393 | 21,776.170174 | 6.278293 | 359.099733 | 353.77293 | 14.181471 | 33.592031 | 4.5481 | 1 |
7.169251 | 162.478226 | 39,624.087179 | 5.408354 | 300.69513 | 507.027006 | 16.559229 | null | 4.533174 | 1 |
7.695049 | 153.809783 | 11,598.682367 | 8.053642 | null | 297.675877 | 12.907351 | 73.688742 | 3.198879 | 1 |
8.69315 | 219.178297 | 16,559.877262 | 8.877011 | 355.30498 | 545.228668 | 7.283013 | 73.331529 | 4.687847 | 1 |
null | 184.786038 | 18,113.017302 | 8.31908 | 381.513212 | 530.248387 | 19.385941 | 70.957565 | 3.077035 | 1 |
6.999765 | 219.143373 | 16,078.459386 | 7.652135 | 355.688892 | 282.502338 | 17.297556 | 65.065069 | 3.360131 | 1 |
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