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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 |
|---|---|---|---|---|---|---|---|---|---|
6.259652 | 208.37943 | 37,356.746401 | 8.565487 | 256.473839 | 380.240193 | 5.567693 | 68.441865 | 4.213405 | 1 |
8.596391 | 189.523161 | 14,518.974501 | 5.124129 | 422.990413 | 348.041489 | 17.358071 | null | 3.519884 | 1 |
5.76735 | 272.472178 | 15,417.932834 | 7.72886 | 315.404917 | 424.461152 | 15.284268 | 60.822135 | 3.89609 | 1 |
7.088941 | 206.364122 | 13,839.713426 | 8.088242 | 321.296141 | 369.969333 | 14.896092 | 66.674658 | 5.661104 | 1 |
8.029182 | 158.040398 | 19,663.469428 | 8.433448 | 283.270495 | 431.304716 | 20.696198 | 59.972929 | 4.388551 | 1 |
null | 286.201763 | 46,931.884293 | 7.440024 | 262.526456 | 557.421879 | 14.47165 | 74.04386 | 4.120931 | 1 |
4.725786 | 249.670999 | 20,834.294278 | 5.03601 | 378.998684 | 411.114485 | 17.769641 | 78.817436 | 3.156331 | 1 |
8.195765 | 214.51761 | 10,389.542538 | 6.295405 | 327.193898 | 403.189913 | 15.067042 | 72.756812 | 3.218709 | 1 |
6.443754 | 196.615992 | 25,740.412591 | 2.48438 | 435.672765 | 352.353623 | 16.924419 | 33.051888 | 4.498685 | 1 |
7.039094 | 179.645225 | 28,827.360186 | 4.945555 | 389.889271 | 593.396225 | 12.079207 | 58.363507 | 4.366031 | 1 |
null | 185.755728 | 27,345.174288 | 8.932764 | null | 313.878771 | 13.420126 | 56.97485 | 4.407566 | 0 |
null | 185.846797 | 14,971.949025 | 6.666343 | 346.486189 | 418.453591 | 18.684215 | 67.71246 | 5.110414 | 0 |
6.945224 | 220.960041 | 36,438.310876 | 5.55166 | 337.963891 | 367.997977 | 20.160734 | 53.007723 | 4.823082 | 0 |
5.74211 | 188.216604 | 26,831.610411 | 6.202721 | 318.376676 | 498.142386 | 9.65736 | 53.508523 | 3.32307 | 0 |
5.596628 | 177.213792 | 17,925.35212 | 8.43547 | 303.734166 | 552.308706 | 10.339986 | 57.820611 | 5.235111 | 0 |
7.350379 | 193.633367 | 26,736.085567 | 10.416589 | 309.416883 | 557.495685 | 16.519722 | 61.077383 | 3.663922 | 0 |
6.262799 | 206.889748 | 31,414.525805 | 4.528076 | 349.734662 | 567.027274 | 15.96354 | 73.022605 | 4.012518 | 0 |
9.927024 | 208.490738 | 19,666.992792 | 8.008618 | 340.237824 | 482.842435 | 11.360427 | 85.829113 | 4.051733 | 0 |
5.381408 | 175.574307 | 15,371.999944 | 7.457245 | 312.354938 | 308.729798 | 12.17894 | null | 4.364067 | 0 |
4.961353 | 166.259962 | 22,229.23009 | 9.922078 | 295.131831 | 449.147191 | 12.001547 | 63.427979 | 3.902838 | 0 |
6.457098 | 192.264945 | 18,340.046806 | 8.832138 | 335.970114 | 517.432197 | 23.373265 | 51.7971 | 2.637365 | 0 |
6.53937 | 214.638603 | 21,230.431409 | 6.485594 | 336.974861 | 532.572785 | 18.263688 | 90.908081 | 4.527364 | 0 |
6.25241 | 225.784101 | 23,920.254778 | 7.018165 | 303.791688 | 484.585791 | 13.433506 | 67.401384 | 2.722908 | 0 |
7.967345 | 180.531707 | 19,384.037432 | 9.868238 | 325.496848 | 386.055331 | 11.265127 | 67.272207 | 4.069359 | 0 |
null | 212.73169 | 37,030.70812 | 5.04032 | 351.064458 | 535.302351 | 15.895048 | 33.370713 | 4.825792 | 0 |
7.609521 | 223.288394 | 40,879.789573 | 7.030699 | 310.63245 | 370.27088 | 14.375368 | 73.756957 | 3.145843 | 0 |
6.887864 | 173.325022 | 19,947.924178 | 7.488703 | 334.098023 | 441.002612 | 10.780501 | 89.005492 | 5.454488 | 0 |
9.879071 | 208.905645 | 14,673.670669 | 6.240248 | 366.817639 | 442.337486 | 19.626022 | 66.816581 | 4.218831 | 0 |
7.638762 | 178.271636 | 18,308.502674 | 6.548098 | 362.332872 | 394.180985 | 11.291788 | 81.989156 | 4.496627 | 0 |
6.961892 | 223.595839 | 31,101.684277 | 3.692065 | 343.827276 | 530.22141 | 13.67548 | 70.434962 | 3.446728 | 0 |
8.06061 | 208.042711 | 15,489.32566 | 5.620299 | 361.970424 | 423.420838 | 15.37155 | 75.445589 | 3.600906 | 0 |
7.240272 | 213.423139 | 23,432.962694 | 5.927868 | 328.359206 | 325.387708 | 14.033553 | 60.571081 | 3.832597 | 0 |
7.48678 | 199.677784 | 25,396.011782 | 4.960558 | 342.453546 | 444.678579 | 16.115432 | 43.142016 | 5.048834 | 0 |
8.410461 | 234.876524 | 27,554.345263 | 5.681716 | 362.48956 | 519.031625 | 14.482213 | 55.628499 | 2.97736 | 0 |
6.143921 | 175.274076 | 29,072.169654 | 12.062536 | 287.698157 | 469.983324 | 13.142493 | 83.279658 | 3.476213 | 0 |
6.09618 | 174.871629 | 16,314.233375 | 8.063021 | null | 435.783775 | 10.658878 | 62.083589 | 5.142471 | 0 |
6.384824 | 243.688075 | 39,960.298951 | 6.697657 | 297.185549 | 437.727915 | 15.96749 | 54.930317 | 4.144999 | 0 |
9.462666 | 225.399307 | 12,224.624604 | 2.981379 | 387.09872 | 485.697274 | 13.204394 | 62.297699 | 2.850184 | 0 |
7.868147 | 199.035973 | 20,434.105735 | 6.210994 | 337.916091 | 549.414983 | 16.501578 | null | 4.315898 | 0 |
5.873157 | 153.673381 | 21,910.76357 | 9.752879 | 319.356743 | 352.456041 | 14.15411 | 65.234629 | 5.120888 | 0 |
null | 186.873014 | 26,004.528877 | 8.493529 | 320.693485 | 534.130272 | 19.890025 | 54.373956 | 5.144114 | 0 |
6.529304 | 210.004033 | 28,970.087606 | 4.250151 | null | 422.817556 | 7.091298 | 83.690156 | 3.361088 | 0 |
5.152204 | 207.29926 | 27,000.10688 | 6.691806 | null | 350.004978 | 12.490509 | 49.852965 | 4.689843 | 0 |
7.858663 | 210.954754 | 26,703.853473 | 6.509065 | 341.341899 | 374.072845 | 8.811986 | 72.799798 | 3.422471 | 0 |
7.70441 | 234.635951 | 22,057.379165 | 8.124403 | null | 397.39966 | 14.897563 | 50.920436 | 3.031364 | 0 |
6.728004 | 201.126896 | 22,888.788065 | 7.663988 | 319.463491 | 325.537539 | 16.788306 | 58.96122 | 4.410697 | 0 |
10.464502 | 190.994848 | 6,700.775054 | 6.879858 | null | 498.931911 | 14.562161 | 66.701621 | 4.956358 | 0 |
9.112786 | 205.941072 | 20,868.627979 | 6.96279 | 330.93429 | 422.039495 | 16.128976 | 77.79653 | 4.567088 | 0 |
8.079808 | 174.161094 | 12,677.841496 | 7.295212 | 333.582542 | 589.552211 | 14.852225 | 39.529387 | 3.611057 | 0 |
7.078659 | 232.581848 | 26,177.789508 | 3.914353 | 334.161127 | 380.459918 | 9.633631 | 41.95194 | 3.69664 | 0 |
null | 139.331152 | 2,912.211247 | 10.338234 | 343.318021 | 532.885196 | 11.078341 | 42.172824 | 4.093098 | 0 |
8.043889 | 169.688225 | 8,896.195118 | 7.837861 | 328.939817 | 430.836825 | 12.263492 | 76.334247 | 3.159949 | 0 |
7.040245 | 192.955983 | 20,988.42941 | 6.422359 | 320.948844 | 381.35735 | 15.396455 | 88.298465 | 3.99341 | 0 |
5.483974 | 166.161837 | 21,144.975258 | 7.607611 | 322.733094 | 306.355904 | 14.17101 | 64.136528 | 4.063614 | 0 |
8.534407 | 248.577482 | 22,372.303267 | 2.993744 | 366.146249 | 341.760198 | 14.692902 | 78.708937 | 2.544734 | 0 |
7.266595 | 176.853696 | 14,859.059661 | 8.261778 | 327.172252 | 445.037456 | 19.923704 | 87.066131 | 3.357439 | 0 |
6.256651 | 181.072307 | 16,905.801524 | 11.586151 | null | 481.307052 | 10.639743 | 74.557241 | 4.181051 | 0 |
7.240351 | 201.997196 | 14,462.674308 | 6.737176 | 314.043137 | 534.800988 | 14.213794 | 82.945817 | 3.782972 | 0 |
8.692115 | 144.236358 | 2,552.962804 | 9.202634 | 347.975137 | 517.427471 | 13.963421 | 42.388661 | 2.283475 | 0 |
8.639541 | 168.613967 | 7,013.211787 | 8.451601 | 355.213897 | 419.788898 | 17.929395 | 33.641539 | 4.192932 | 0 |
7.179864 | 180.854211 | 10,859.553752 | 8.263503 | 341.302486 | 358.056264 | 12.065317 | 83.329918 | 3.878447 | 0 |
7.163999 | 203.781598 | 34,226.072127 | 9.412035 | 320.258917 | 415.577513 | 16.221044 | 90.184208 | 3.354322 | 0 |
8.926113 | 189.987947 | 15,249.620244 | 7.076222 | 341.526873 | 361.901628 | 21.278095 | null | 2.752134 | 0 |
6.35311 | 206.26981 | 18,409.037315 | 3.723776 | 348.209863 | 389.683234 | 13.205425 | 60.291342 | 2.856175 | 0 |
6.681554 | 238.512441 | 26,132.211812 | 6.304459 | 309.237009 | 326.026227 | 8.138227 | 46.08726 | 2.956748 | 0 |
5.445326 | 201.379459 | 28,001.118179 | 7.208946 | 331.587484 | 365.091587 | 11.788777 | 65.944566 | 3.94699 | 0 |
7.539882 | 185.825975 | 21,575.245221 | 7.442999 | 333.07963 | 444.116633 | 15.830565 | 49.067977 | 4.531594 | 0 |
null | 199.918014 | 15,335.511433 | 8.092377 | 303.327182 | 399.605446 | 11.821736 | 58.222293 | 4.48246 | 0 |
4.370477 | 188.654037 | 29,542.338165 | 8.117114 | 301.022182 | 456.308454 | 16.346838 | 46.696941 | 4.649382 | 0 |
10.3164 | 217.266842 | 10,676.508475 | 3.445515 | 397.754946 | 492.206474 | 12.812732 | 72.28192 | 3.407349 | 0 |
6.599594 | 198.323261 | 21,078.887166 | 6.234231 | 331.495637 | 447.987791 | 12.936304 | 59.833619 | 4.702311 | 0 |
4.197584 | 189.473677 | 31,292.127704 | 7.105204 | null | 370.771413 | 11.986402 | 50.32283 | 5.20648 | 0 |
7.920795 | 173.357151 | 13,454.634777 | 6.947895 | 356.768119 | 471.368695 | 16.47784 | 68.000508 | 3.374327 | 0 |
6.330733 | 166.738009 | 18,397.199408 | 8.076426 | null | 436.991752 | 12.905189 | 67.648556 | 3.94 | 0 |
null | 181.296125 | 23,433.901774 | 7.729588 | null | 329.740862 | 12.275713 | 38.756798 | 5.128347 | 0 |
7.764143 | 186.132432 | 25,926.075643 | 8.011207 | null | 399.131718 | 22.846529 | 35.243678 | 4.105178 | 0 |
8.237143 | 190.059695 | 20,015.398106 | 8.385217 | 356.091761 | 377.682097 | 17.740944 | 37.713878 | 4.939109 | 0 |
5.679234 | 188.188696 | 35,643.181208 | 8.882654 | 322.169383 | 256.302559 | 15.00026 | null | 2.339573 | 0 |
7.41757 | 193.771878 | 23,207.092841 | 7.472115 | null | 496.105188 | 15.744353 | 73.187475 | 4.671558 | 0 |
4.775983 | 196.273964 | 19,185.791877 | 4.94293 | 329.143912 | 459.083557 | 13.37095 | 84.58425 | 4.382162 | 0 |
7.865095 | 210.039294 | 14,310.623301 | 6.6129 | null | 403.360596 | 12.879341 | 74.134788 | 4.795026 | 0 |
5.903466 | 201.864032 | 25,394.10472 | 7.692154 | 313.648072 | 434.719747 | 18.006703 | 59.97216 | 4.587087 | 0 |
7.705711 | 178.922858 | 18,476.619166 | 8.226228 | 334.889911 | 518.043369 | 10.638798 | 63.157489 | 3.861956 | 0 |
7.815122 | 190.313904 | 20,229.10815 | 9.186893 | 335.638726 | 379.222873 | 14.979348 | 73.425428 | 3.096163 | 0 |
6.139743 | 168.444214 | 23,894.13601 | 9.494582 | 318.026087 | 494.129125 | 19.116022 | 60.264767 | 3.841222 | 0 |
5.041405 | 193.167853 | 17,342.314079 | 7.842975 | 322.106997 | 444.453496 | 17.472788 | 66.542198 | 4.543686 | 0 |
8.675193 | 200.735941 | 15,049.584199 | 8.630381 | 356.805465 | 441.298088 | 17.853054 | 74.586511 | 4.978575 | 0 |
7.689358 | 221.356885 | 30,253.851103 | 6.269309 | 320.478106 | 529.746529 | 17.973277 | 84.696366 | 4.978556 | 0 |
8.570129 | 200.071875 | 9,782.344284 | 5.661697 | null | 511.161511 | 11.856089 | 66.048413 | 4.604405 | 0 |
5.671762 | 184.781842 | 17,527.716726 | 5.314759 | 339.05648 | 409.479378 | 15.196045 | 31.941831 | 3.268694 | 0 |
6.624806 | 204.342928 | 21,443.264749 | 5.980402 | 312.315229 | 412.996763 | 11.965107 | 62.520333 | 2.840911 | 0 |
6.541008 | 195.566889 | 29,616.492869 | 7.108628 | 328.99854 | 530.799668 | 11.899398 | 68.141446 | 2.355934 | 0 |
null | 169.188736 | 18,408.294971 | 5.131839 | 342.937675 | 350.894362 | 19.334232 | 86.677328 | 6.739 | 0 |
9.241198 | 223.69135 | 21,610.581297 | 4.116183 | null | 480.013056 | 12.725428 | 65.550704 | 5.265729 | 0 |
null | 162.626287 | 21,318.961685 | 7.575279 | 289.208408 | 457.811556 | 7.477315 | 60.238478 | 4.514982 | 0 |
6.340809 | 158.342741 | 15,288.213774 | 7.599752 | 342.4477 | 334.937302 | 9.237118 | 38.103917 | 5.45861 | 0 |
5.980357 | 181.258705 | 11,826.294275 | 3.688504 | 356.166613 | 543.347976 | 8.828689 | 60.206381 | 4.24724 | 0 |
7.605979 | 172.198136 | 10,930.055671 | 8.432639 | null | 400.706161 | 12.560446 | 51.64378 | 3.24285 | 0 |
6.427512 | 178.326555 | 25,993.711406 | 7.294554 | 329.695223 | 566.754724 | 11.97427 | 60.736723 | 6.032995 | 0 |
null | 196.248857 | 17,909.365782 | 3.672271 | null | 417.287315 | 14.557068 | 57.734652 | 3.888235 | 0 |
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