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ph
float64 | Hardness
float64 | Solids
float64 | Chloramines
float64 | Sulfate
float64 | Conductivity
float64 | Organic_carbon
float64 | Trihalomethanes
float64 | Turbidity
float64 | Potability
int64 |
|---|---|---|---|---|---|---|---|---|---|
6.767524 | 203.751056 | 21,162.726735 | 5.23275 | 251.062384 | 334.905376 | 13.214324 | 79.863009 | 3.300253 | 1 |
6.646067 | 197.222066 | 16,863.438725 | 6.793929 | null | 505.295922 | 16.712367 | 45.660418 | 3.053983 | 1 |
5.953924 | 226.935062 | 11,930.624795 | 9.677269 | null | 350.968651 | 13.609643 | 70.571414 | 3.968647 | 1 |
4.310701 | 138.431894 | 11,842.757806 | 5.60745 | 364.458497 | 426.369592 | 19.588327 | 48.118629 | 3.172375 | 1 |
6.791697 | 175.894346 | 21,467.950866 | 7.101224 | 349.492177 | 427.23974 | 12.556983 | 55.253912 | 2.817391 | 0 |
7.343032 | 198.53077 | 14,037.039927 | 5.788346 | null | 479.241467 | 11.090374 | 61.10024 | 5.288058 | 0 |
6.539546 | 215.445204 | 28,979.767601 | 7.015365 | 312.335472 | 426.083479 | 17.950001 | 54.983878 | 4.076403 | 1 |
6.527441 | 181.072995 | 22,444.081777 | 10.474977 | 271.862792 | 351.063788 | 11.996365 | null | 3.567181 | 0 |
null | 209.426837 | 20,827.983844 | 6.591371 | 313.874684 | 567.604151 | 17.954849 | 40.140152 | 4.238253 | 0 |
8.082148 | 185.932419 | 28,407.661026 | 7.605421 | 381.761884 | 402.658022 | 12.830646 | 86.979724 | 3.373485 | 1 |
null | 199.918014 | 15,335.511433 | 8.092377 | 303.327182 | 399.605446 | 11.821736 | 58.222293 | 4.48246 | 0 |
null | 220.813702 | 21,410.319624 | 6.32488 | 335.845863 | 382.197839 | 9.500296 | 86.990134 | 3.659975 | 0 |
7.945909 | 213.066407 | 16,769.890546 | 4.74534 | 292.419247 | 478.16671 | 14.189856 | 82.054404 | 3.585431 | 0 |
5.158396 | 189.295789 | 35,086.396963 | 6.736118 | 340.871819 | 331.586726 | 12.909798 | 61.344664 | 4.645852 | 0 |
11.449739 | 186.652648 | 12,355.344107 | 7.065576 | 321.831513 | 503.96411 | 16.282371 | 77.152173 | 5.166903 | 0 |
null | 218.302176 | 42,061.322799 | 6.331177 | 324.541596 | 503.139245 | 15.712139 | 48.497826 | 4.328026 | 0 |
11.53488 | 183.262261 | 4,111.785432 | 7.416773 | 398.955345 | 475.255395 | 10.839796 | 69.420035 | 3.000096 | 0 |
5.504452 | 164.500984 | 11,950.235031 | 6.800958 | 302.190494 | 537.539609 | 14.393869 | 69.939822 | 4.657361 | 0 |
9.228484 | 200.71033 | 26,744.231526 | 6.83336 | 339.820719 | 363.950991 | 14.144772 | 86.9502 | 4.829754 | 0 |
7.350379 | 193.633367 | 26,736.085567 | 10.416589 | 309.416883 | 557.495685 | 16.519722 | 61.077383 | 3.663922 | 0 |
7.965337 | 151.541889 | 25,274.610305 | 7.106043 | 352.316182 | 527.688242 | 15.792625 | 52.26849 | 3.390982 | 0 |
6.838817 | 196.196213 | 11,877.236649 | 9.624699 | 365.34884 | 363.803476 | 14.924058 | 41.121382 | 4.776536 | 0 |
7.543931 | 192.234541 | 24,227.961139 | 7.241343 | 336.15105 | 369.427699 | 18.188873 | 70.588507 | 3.703191 | 1 |
7.880686 | 226.003844 | 19,486.881839 | 6.208574 | 356.338079 | 472.369094 | 11.995239 | 55.029166 | 3.579984 | 1 |
4.758439 | 183.349454 | 21,568.428779 | 4.731349 | null | 403.944168 | 18.668229 | 66.9124 | 4.542801 | 0 |
6.616731 | 195.096968 | 34,277.7604 | 7.632639 | null | 417.46508 | 13.432557 | 47.945936 | 3.622379 | 0 |
10.81129 | 209.10305 | 11,848.22827 | 10.14106 | 349.923229 | 393.186446 | 15.474876 | 66.030317 | 4.416184 | 0 |
9.622106 | 182.909728 | 30,307.217675 | 5.657004 | 422.445681 | 573.330497 | 17.699718 | 45.906782 | 3.975572 | 1 |
6.618187 | 164.254565 | 13,776.621792 | 5.925462 | null | 315.199393 | 12.082169 | 61.474423 | 3.797068 | 1 |
6.071839 | 217.826531 | 17,162.753927 | 3.521125 | 319.037346 | 612.094926 | 16.542239 | 64.826308 | 2.69161 | 1 |
9.380658 | 265.061216 | 15,156.789834 | 4.271545 | 333.334469 | 503.170615 | 11.28641 | 99.016003 | 4.034349 | 0 |
6.836225 | 166.742962 | 24,293.172663 | 6.861235 | 332.881582 | 390.804955 | 16.006991 | 87.101925 | 3.666614 | 0 |
6.867522 | 182.672169 | 20,247.201029 | 6.867073 | 330.805652 | 420.333457 | 17.952822 | 60.0688 | 4.837268 | 0 |
6.839416 | 166.86697 | 28,508.6378 | 7.238829 | null | 460.765994 | 11.378738 | 73.465133 | 2.854527 | 0 |
4.337119 | 207.361907 | 34,355.618427 | 6.809153 | 374.072772 | 530.069602 | 12.622032 | 44.750359 | 4.401635 | 1 |
6.593174 | 176.612829 | 21,857.838889 | 4.709044 | null | 310.435979 | 14.314282 | 52.697958 | 3.931653 | 1 |
6.016889 | 221.147308 | 16,656.062672 | 5.201688 | null | 383.207775 | 22.51787 | 81.626232 | 4.422269 | 1 |
7.088941 | 206.364122 | 13,839.713426 | 8.088242 | 321.296141 | 369.969333 | 14.896092 | 66.674658 | 5.661104 | 1 |
6.09618 | 174.871629 | 16,314.233375 | 8.063021 | null | 435.783775 | 10.658878 | 62.083589 | 5.142471 | 0 |
7.187766 | 184.156604 | 31,125.740434 | 6.37779 | 352.916016 | 472.274122 | 14.807893 | 61.963888 | 3.784121 | 0 |
6.102307 | 205.999038 | 23,406.85916 | 8.061864 | null | 380.305005 | 15.492397 | 69.110815 | 4.280766 | 1 |
9.96069 | 169.925248 | 15,835.122818 | 7.143907 | 301.777253 | 388.897159 | 13.563992 | 71.593866 | 3.434538 | 1 |
5.422446 | 205.26608 | 18,542.957451 | 5.491963 | 306.702227 | 382.080129 | 10.504023 | 67.49345 | 2.911751 | 1 |
6.277742 | 149.563282 | 15,751.44915 | 8.257751 | 317.50144 | 605.398375 | 15.218378 | 82.70347 | 5.255012 | 1 |
7.374775 | 217.698644 | 12,285.891483 | 10.038245 | null | 358.983254 | 16.293716 | 93.78438 | 3.592265 | 1 |
9.130607 | 226.403741 | 19,968.677835 | 5.723792 | 386.699776 | 440.543099 | 11.751718 | null | 5.288487 | 0 |
7.210774 | 163.047283 | 14,230.419131 | 7.352941 | 324.095726 | 441.524088 | 9.79301 | 89.919916 | 4.462408 | 1 |
3.902476 | 196.903247 | 21,167.500099 | 6.996312 | null | 444.478883 | 16.609033 | 90.181676 | 4.528523 | 0 |
7.464485 | 227.000019 | 26,559.360897 | 5.657812 | 300.690651 | 332.068825 | 16.052838 | 28.682952 | 3.880576 | 1 |
6.283679 | 205.376624 | 19,905.436548 | 7.078345 | 284.206021 | 471.904032 | 18.02716 | 64.362608 | 4.480771 | 0 |
7.496511 | 207.137328 | 39,423.666065 | 8.494115 | 325.403993 | 569.569223 | 14.313987 | null | 3.363403 | 0 |
null | 190.630636 | 26,913.373486 | 4.649166 | 302.417529 | 509.284869 | 16.198948 | 64.101951 | 3.452822 | 0 |
8.291299 | 211.217034 | 20,008.134957 | 8.767875 | 275.767321 | 475.90913 | 12.614669 | 66.612984 | 3.424702 | 1 |
10.933111 | 162.424918 | 18,846.634913 | 7.085261 | null | 593.725764 | 14.977233 | 60.69058 | 3.894989 | 0 |
null | 204.890455 | 20,791.318981 | 7.300212 | 368.516441 | 564.308654 | 10.379783 | 86.99097 | 2.963135 | 0 |
null | 228.756819 | 32,161.84009 | 6.961297 | 314.14327 | 309.608411 | 19.218374 | 54.268008 | 5.537476 | 1 |
9.008464 | 148.614002 | 35,021.774097 | 5.594007 | null | 387.399771 | 11.855103 | 49.480441 | 3.911015 | 1 |
5.600877 | 183.573783 | 20,411.664381 | 9.753766 | 336.404819 | 368.359984 | 11.095878 | 66.820124 | 4.362034 | 0 |
7.714313 | 191.69264 | 19,789.63608 | 7.856557 | 340.326314 | 377.926368 | 18.917027 | 58.692204 | 4.425134 | 1 |
8.479593 | 200.765679 | 14,901.808144 | 7.379506 | null | 485.093167 | 16.806347 | 53.13417 | 4.221266 | 0 |
4.906492 | 173.779159 | 14,786.138901 | 5.843757 | 267.561144 | 620.34684 | 7.775896 | 38.794307 | 3.152345 | 0 |
7.042794 | 194.046719 | 16,733.124103 | 7.701926 | 350.243966 | 504.925466 | 19.703422 | 82.253454 | 3.965647 | 0 |
6.710634 | 203.642917 | 23,748.183992 | 6.726664 | 342.441433 | 455.967558 | 15.879549 | 63.676952 | 3.863287 | 0 |
0.989912 | 133.216942 | 16,922.853899 | 9.293289 | 444.375731 | 322.291191 | 10.430076 | 43.578466 | 5.160604 | 1 |
5.770621 | 194.500144 | 16,173.727093 | 6.341797 | 318.788933 | 387.130483 | 12.042914 | 52.512261 | 4.240821 | 0 |
null | 212.480036 | 23,572.157802 | 4.976788 | 300.726995 | 449.951083 | 7.090387 | 66.026796 | 3.093814 | 1 |
null | 169.188736 | 18,408.294971 | 5.131839 | 342.937675 | 350.894362 | 19.334232 | 86.677328 | 6.739 | 0 |
8.423084 | 153.032892 | 15,924.799687 | 11.101628 | 329.132239 | 431.167468 | 12.321633 | 52.63131 | 3.958609 | 1 |
8.966836 | 228.691355 | 16,764.854765 | 7.137871 | 320.555995 | 456.426489 | 12.599998 | 77.330137 | 3.654355 | 0 |
5.141507 | 111.994028 | 11,288.634718 | 5.84175 | 389.225673 | 315.229665 | 12.982476 | 81.159239 | 4.510578 | 1 |
5.694476 | 193.43213 | 18,742.925222 | 6.556668 | 327.002371 | 448.754151 | 13.623308 | 56.326497 | 4.107467 | 0 |
6.136907 | 151.784319 | 20,561.694731 | 8.487856 | 384.156079 | 363.618492 | 13.713703 | 96.582865 | 4.704585 | 0 |
6.073685 | 140.926196 | 11,795.31358 | 9.128422 | 437.647163 | 413.07582 | 14.93485 | 48.018966 | 5.24907 | 1 |
5.949519 | 160.442631 | 16,898.808297 | 6.045906 | 367.328542 | 451.012788 | 16.359951 | 62.368234 | 4.072198 | 0 |
5.844674 | 147.179804 | 13,615.109758 | 8.881112 | 394.65838 | 533.04021 | 14.217373 | 91.614031 | 4.338056 | 1 |
null | 212.449974 | 5,699.504942 | 6.64784 | 333.052491 | 269.344635 | 18.08249 | 89.816057 | 2.276392 | 0 |
7.493844 | 197.331291 | 26,678.392879 | 7.198435 | 269.892347 | 375.503062 | 13.134917 | 69.590806 | 3.819947 | 1 |
4.86507 | 174.060457 | 15,222.246444 | 5.839219 | 412.03712 | 333.504327 | 15.266615 | 68.926353 | 3.974972 | 1 |
null | 256.936378 | 13,766.330789 | 5.083866 | 290.311034 | 384.906516 | 17.731523 | 58.354856 | 3.979297 | 1 |
6.260892 | 188.061805 | 33,809.224701 | 8.141301 | 341.498044 | 522.301232 | 14.467501 | 47.050155 | 4.397386 | 0 |
8.14266 | 220.630972 | 20,111.225948 | 7.446877 | 354.897131 | 366.802484 | 19.721288 | 53.719366 | 4.617093 | 1 |
null | 229.620616 | 19,955.710542 | 7.608653 | 285.432681 | 491.880578 | 11.026909 | 85.241873 | 3.113764 | 0 |
6.569054 | 208.731454 | 29,123.708304 | 6.765118 | 327.697541 | 308.08605 | 12.360292 | 65.750173 | 4.204699 | 1 |
7.852207 | 169.028379 | 22,912.189579 | 9.616223 | null | 468.445396 | 12.601122 | 80.62516 | 3.532438 | 1 |
null | 156.38812 | 26,885.834938 | 4.894281 | 291.918674 | 554.22139 | 14.277103 | 53.481943 | 4.709676 | 1 |
3.940125 | 163.171653 | 25,911.32168 | 4.13854 | 371.96718 | 487.985185 | 17.751705 | 63.612403 | 3.478005 | 1 |
4.233559 | 194.975044 | 22,185.763963 | 7.116809 | 377.846903 | 355.817097 | 14.859198 | 62.016383 | 3.515672 | 0 |
5.671774 | 216.042811 | 15,949.153179 | 7.500573 | null | 372.535243 | 17.895724 | 77.457885 | 3.83316 | 1 |
4.959853 | 215.854869 | 9,887.830755 | 6.954231 | 379.504731 | 527.479694 | 14.326638 | 52.388849 | 3.455045 | 1 |
8.659113 | 114.807578 | 23,514.636647 | 8.735315 | 333.027205 | 318.640679 | 16.559076 | 52.866373 | 2.895774 | 1 |
7.362913 | 180.867801 | 20,430.906697 | 6.664786 | null | 437.389526 | 9.675167 | 69.035113 | 3.24944 | 1 |
6.60968 | 216.428032 | 17,963.866845 | 7.725314 | 346.285329 | 466.103008 | 11.468432 | 41.252869 | 3.589146 | 0 |
7.669013 | 205.595635 | 11,579.441693 | 4.263279 | 356.136518 | 407.721613 | 10.829045 | 83.243808 | 4.589513 | 1 |
6.588208 | 179.699151 | 35,263.612399 | 7.445343 | null | 527.449342 | 16.149315 | 81.50347 | 3.972256 | 0 |
7.617152 | 182.689825 | 33,744.166807 | 6.225933 | 369.552958 | 327.228245 | 14.065597 | 82.781926 | 3.422543 | 1 |
7.027297 | 185.838671 | 31,151.615179 | 7.625545 | 327.221734 | 398.705017 | 19.461464 | 80.693568 | 3.392666 | 1 |
7.104595 | 201.627117 | 18,093.972162 | 8.474123 | 361.629187 | 348.732937 | 8.582461 | 49.382684 | 4.763058 | 0 |
7.683157 | 221.575347 | 25,475.884844 | 9.914966 | null | 372.803909 | 12.054439 | 51.8925 | 4.781323 | 0 |
8.165715 | 203.419331 | 16,925.012297 | 5.574342 | 337.252325 | 527.912544 | 18.361436 | 60.393548 | 3.920116 | 1 |
6.648005 | 191.841801 | 15,176.290678 | 5.661663 | null | 471.047129 | 15.438287 | 56.532387 | 3.829784 | 0 |
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