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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 |
|---|---|---|---|---|---|---|---|---|---|
5.970036 | 230.449329 | 16,324.115196 | 5.293919 | 315.186121 | 327.786642 | 13.325987 | 39.554249 | 5.428674 | 0 |
null | 229.77135 | 16,162.262307 | 4.933662 | null | 448.846036 | 8.816487 | null | 4.600928 | 0 |
8.369154 | 183.500378 | 12,975.900334 | 6.600853 | 315.901122 | 493.46544 | 12.987106 | 87.02941 | 3.629749 | 0 |
6.284248 | 190.017649 | 12,206.68121 | 7.910711 | null | 395.261063 | 13.24614 | 58.927726 | 3.377132 | 0 |
11.267828 | 161.896362 | 6,040.369868 | 7.205414 | null | 316.535871 | 11.768309 | 25.525267 | 4.153347 | 0 |
9.298018 | 163.038835 | 13,990.513403 | 4.249702 | null | 399.477358 | 15.365884 | 83.923168 | 3.681324 | 0 |
7.895469 | 154.26578 | 7,769.616119 | 7.205262 | 258.312879 | 407.732217 | 16.420041 | 63.016018 | 4.236947 | 0 |
7.947486 | 269.809407 | 34,440.773434 | 6.958283 | 390.104223 | 425.627814 | 13.749261 | 56.635811 | 3.700854 | 0 |
10.026159 | 224.266358 | 14,962.177833 | 7.428313 | 336.97295 | 517.512842 | 18.858519 | 65.363452 | 4.182278 | 0 |
6.488193 | 225.481909 | 34,864.427893 | 8.951692 | 385.505635 | 324.509841 | 12.696545 | 97.11286 | 4.592074 | 0 |
5.869737 | 207.725455 | 22,244.218236 | 6.597764 | 352.563987 | 465.616481 | 14.8381 | 77.822737 | 4.689315 | 0 |
null | 220.813702 | 21,410.319624 | 6.32488 | 335.845863 | 382.197839 | 9.500296 | 86.990134 | 3.659975 | 0 |
5.304143 | 160.968358 | 25,299.511557 | 6.286043 | 300.500689 | 497.790391 | 15.01303 | 61.115513 | 4.165724 | 0 |
7.533615 | 186.918245 | 11,642.727541 | 5.890684 | null | 363.506344 | 10.740146 | 49.574308 | 3.462764 | 0 |
4.077608 | 207.838048 | 18,194.95414 | 7.923974 | null | 288.365193 | 13.306692 | 35.824556 | 2.758659 | 0 |
null | 105.859264 | 37,928.142177 | 5.60944 | null | 358.888768 | 12.207108 | 71.11989 | 3.873853 | 0 |
7.086168 | 189.145378 | 4,304.492483 | 3.615891 | 259.373322 | 400.90435 | 12.993012 | 63.902288 | 3.41654 | 0 |
6.271012 | 213.444685 | 24,846.141872 | 8.372997 | null | 543.391744 | 17.916526 | 84.578869 | 5.303581 | 0 |
7.957768 | 276.733569 | 17,162.398421 | 7.841542 | 397.431962 | 514.421722 | 14.529779 | 60.559699 | 3.450746 | 0 |
8.875642 | 228.921587 | 28,487.708598 | 5.318732 | 351.960723 | 474.772519 | 14.68397 | 52.57886 | 4.006992 | 0 |
null | 192.447171 | 18,257.569271 | 7.472249 | 313.776546 | 462.402449 | 13.932145 | 53.185917 | 4.358298 | 0 |
6.613709 | 141.128922 | 25,648.569496 | 7.222972 | 295.236892 | 374.770316 | 14.038263 | 74.29925 | 3.539771 | 0 |
7.735705 | 137.318166 | 16,723.977244 | 7.675826 | 282.539892 | 595.329263 | 18.756139 | 63.042779 | 2.148612 | 0 |
9.925041 | 238.713393 | 10,704.603182 | 6.110019 | 351.597423 | 405.900184 | 13.550367 | 59.462669 | 4.703803 | 0 |
9.002583 | 202.990765 | 19,523.124865 | 7.244753 | 330.361512 | 366.491729 | 15.689404 | 55.6974 | 4.904837 | 0 |
5.095766 | 273.408448 | 26,307.298455 | 10.219804 | 380.201498 | 513.877579 | 18.272418 | 61.425187 | 4.352193 | 0 |
8.594677 | 263.764593 | 23,220.120613 | 6.394463 | 383.962592 | 588.852733 | 13.579996 | 86.191635 | 4.754072 | 0 |
7.083779 | 112.820254 | 8,580.245561 | 4.210284 | 234.852699 | 434.747715 | 23.399516 | 94.160307 | 3.887681 | 0 |
7.682872 | 180.701375 | 12,105.721934 | 5.396716 | 296.238877 | 469.835626 | 15.831763 | 61.802095 | 3.778607 | 0 |
null | 133.813115 | 18,272.505973 | 5.911871 | null | 415.211735 | 11.504506 | 92.975762 | 3.313199 | 0 |
6.419772 | 208.760248 | 30,759.68144 | 7.767863 | null | 523.600176 | 20.232523 | null | 3.095233 | 0 |
4.443239 | 178.956206 | 25,008.532248 | 4.948815 | 298.576676 | 429.544773 | 17.729724 | 56.347689 | 3.268325 | 0 |
6.978664 | 183.242796 | 23,114.446076 | 6.500825 | 323.155777 | 470.078705 | 16.082847 | 65.995717 | 4.766943 | 0 |
6.623614 | 203.030141 | 17,167.301297 | 6.049601 | 311.726288 | 410.243247 | 15.9145 | 65.021229 | 2.915166 | 0 |
3.664711 | 201.097316 | 28,102.756625 | 5.682035 | 330.023531 | 291.148449 | 17.470631 | 75.101801 | 3.316158 | 0 |
4.814136 | 205.214041 | 17,650.405049 | 8.12108 | 350.487939 | 414.030709 | 10.999416 | 47.402666 | 5.190852 | 0 |
5.779674 | 199.58608 | 24,160.354321 | 9.458128 | null | 428.553249 | 16.022503 | 64.872703 | 4.656377 | 0 |
6.937819 | 177.578142 | 12,626.197922 | 7.380883 | null | 439.624998 | 9.348252 | 83.163242 | 3.72409 | 0 |
7.436783 | 208.094004 | 28,544.616287 | 6.500053 | 339.023898 | 522.79373 | 17.115276 | 65.311277 | 3.727664 | 0 |
4.723313 | 252.274895 | 22,833.192042 | 5.922451 | 378.560304 | 411.295025 | 16.584571 | 66.728402 | 3.917587 | 0 |
9.380658 | 265.061216 | 15,156.789834 | 4.271545 | 333.334469 | 503.170615 | 11.28641 | 99.016003 | 4.034349 | 0 |
7.810145 | 187.315048 | 20,418.889926 | 7.214896 | 325.228881 | 351.186081 | 16.8004 | 68.48548 | 4.033774 | 0 |
9.436637 | 143.788412 | 20,724.930359 | 7.7001 | null | 469.761328 | 14.215765 | 66.077978 | 4.411117 | 0 |
9.406326 | 216.762159 | 27,948.589445 | 6.156111 | 355.473035 | 347.983078 | 16.340715 | 32.108292 | 3.097278 | 0 |
6.321259 | 207.25771 | 8,532.139517 | 5.987877 | 286.48928 | 491.765313 | 10.546886 | 74.502808 | 4.501457 | 0 |
null | 217.369746 | 17,984.327439 | 8.594163 | null | 409.220776 | 10.213779 | 18.400012 | 3.605154 | 0 |
4.705356 | 103.173587 | 19,555.765052 | 6.767298 | null | 370.178166 | 9.182834 | 93.900486 | 3.43745 | 0 |
8.896419 | 222.256293 | 8,870.902966 | 6.011342 | 332.00263 | 425.226862 | 10.847737 | null | 3.700946 | 0 |
6.581878 | 272.982745 | 37,169.444404 | 8.114731 | 416.083481 | 351.476839 | 15.129334 | 79.261026 | 4.201663 | 0 |
6.755146 | 231.260131 | 18,536.698647 | 8.757133 | 342.548014 | 385.114648 | 13.888834 | 79.302436 | 5.16273 | 0 |
9.44513 | 145.805402 | 13,168.529156 | 9.444471 | 310.583374 | 592.659021 | 8.606397 | 77.57746 | 3.875165 | 1 |
9.024845 | 128.096691 | 19,859.676476 | 8.016423 | 300.150377 | 451.143481 | 14.770863 | 73.778026 | 3.985251 | 1 |
null | 169.974849 | 23,403.637304 | 8.51973 | null | 475.573562 | 12.924107 | 50.861913 | 2.747313 | 1 |
6.800119 | 242.008082 | 39,143.403329 | 9.501695 | 187.170714 | 376.456593 | 11.432466 | 73.777275 | 3.85494 | 1 |
7.174135 | 203.408935 | 20,401.102461 | 7.681806 | 287.085679 | 315.5499 | 14.53351 | 74.405616 | 3.939896 | 1 |
7.657991 | 236.960889 | 14,245.789121 | 6.289065 | 373.165363 | 416.624189 | 10.464239 | 85.852769 | 2.437296 | 1 |
8.322987 | 207.252462 | 28,049.646283 | 8.827061 | 297.813085 | 358.725869 | 18.709273 | 60.91142 | 4.052136 | 1 |
5.934279 | 223.858125 | 23,249.653834 | 4.60285 | null | 277.384537 | 11.366863 | 66.623944 | 5.217895 | 1 |
9.802721 | 98.771644 | 27,357.456745 | 9.21815 | 323.199077 | 512.428731 | 14.168934 | 59.45444 | 2.764634 | 1 |
6.101955 | 215.26809 | 15,976.926225 | 8.85716 | 308.482695 | 417.843553 | 13.147279 | 62.505642 | 3.535596 | 1 |
4.997771 | 280.082411 | 26,849.194735 | 6.130757 | 374.232961 | 297.61154 | 15.571571 | 70.560275 | 3.404633 | 1 |
4.815767 | 217.687093 | 16,392.135069 | 7.46117 | 278.742296 | 481.480828 | 15.517296 | 77.693374 | 4.375224 | 1 |
6.548021 | 278.585105 | 25,508.386949 | 6.749378 | 366.871502 | 497.321753 | 16.563167 | 79.323678 | 3.61186 | 1 |
13.175402 | 47.432 | 19,237.949676 | 8.90702 | 375.147315 | 500.245952 | 12.083896 | null | 4.106924 | 1 |
6.618011 | 233.661636 | 19,598.86074 | 4.701049 | 432.556385 | 401.669791 | 11.766146 | 73.191921 | 4.437696 | 1 |
7.788055 | 212.691457 | 29,879.060146 | 6.998962 | 360.668259 | 359.569082 | 14.828743 | 83.856336 | 3.368757 | 1 |
5.191834 | 211.094185 | 14,866.103863 | 7.238691 | 323.109285 | 388.71658 | 17.78 | 83.505406 | 3.859801 | 1 |
5.62634 | 230.857983 | 14,442.418875 | 5.210369 | null | 346.553206 | 11.368702 | 43.195182 | 1.943319 | 1 |
6.869639 | 251.293448 | 21,728.821295 | 8.803175 | 279.776857 | 539.466877 | 12.99414 | 56.409708 | 4.726702 | 1 |
9.058628 | 155.357557 | 15,737.468938 | 7.251979 | 343.233977 | 463.389256 | 17.85447 | 83.175189 | 3.652134 | 1 |
7.291888 | 127.544297 | 27,784.048484 | 9.754476 | 247.335412 | 439.649329 | 17.285042 | 59.55633 | 5.328713 | 1 |
7.275909 | 175.220376 | 22,644.766348 | 7.886855 | 293.309854 | 373.345693 | 17.411683 | 56.799287 | 5.062298 | 1 |
6.512737 | 229.263861 | 22,475.046873 | 12.580026 | 192.033592 | 479.501279 | 9.983462 | 66.668576 | 4.612964 | 1 |
7.207887 | 175.870294 | 35,804.292613 | 8.066059 | 320.102173 | 468.562829 | 16.164091 | 71.146661 | 3.762741 | 1 |
null | 156.520635 | 16,146.157112 | 6.629599 | 352.353431 | 629.281248 | 13.507688 | 42.34017 | 3.772919 | 1 |
5.324942 | 280.089655 | 35,344.658047 | 13.043806 | 180.206746 | 392.421496 | 10.50482 | 55.084668 | 4.427138 | 1 |
7.082301 | 169.468927 | 29,846.719057 | 5.443387 | 350.401849 | 353.03038 | 18.959534 | 30.389096 | 3.485577 | 1 |
5.334184 | 224.787936 | 28,897.491527 | 6.048525 | null | 360.179177 | 12.247344 | 67.154751 | 5.091357 | 1 |
10.761898 | 81.710895 | 25,999.953669 | 8.477394 | 318.427241 | 392.704082 | 12.71635 | 52.246972 | 4.661799 | 1 |
6.286807 | 258.300052 | 13,777.376191 | 7.483258 | 328.68065 | 563.434775 | 16.460837 | 73.516654 | 4.104863 | 1 |
9.794559 | 129.870958 | 20,682.731742 | 9.390843 | 291.980083 | 427.123948 | 11.853228 | 78.711469 | 2.945419 | 1 |
8.210444 | 167.102192 | 13,933.08536 | 10.422842 | 243.485942 | 391.068874 | 13.747058 | 61.05821 | 4.976055 | 1 |
6.941719 | 173.334389 | 20,111.821256 | 6.697194 | null | 374.485332 | 19.937486 | null | 4.563183 | 1 |
10.356119 | 136.323752 | 48,621.563952 | 9.158704 | 327.922751 | 365.720292 | 17.975564 | 77.359854 | 4.201849 | 1 |
7.958984 | 171.483625 | 23,625.813886 | 9.537735 | 259.979966 | 327.623881 | 16.11711 | 107.754043 | 4.698008 | 1 |
3.882631 | 243.80795 | 7,751.809491 | 0.530351 | null | 341.291116 | 12.990592 | 60.109968 | 3.734001 | 1 |
5.671774 | 216.042811 | 15,949.153179 | 7.500573 | null | 372.535243 | 17.895724 | 77.457885 | 3.83316 | 1 |
10.003301 | 143.094285 | 46,113.957485 | 12.912187 | null | 574.555041 | 16.96331 | 36.767671 | 4.746382 | 1 |
6.552847 | 198.80694 | 34,006.420733 | 8.691206 | 274.904351 | 477.163907 | 14.36963 | 78.173063 | 4.687986 | 1 |
7.628553 | 156.793694 | 26,244.036908 | 8.33761 | 255.043194 | 495.966986 | 13.633974 | 65.604841 | 4.182057 | 1 |
4.790841 | 268.720881 | 17,862.369003 | 4.554574 | 377.241161 | 608.846856 | 10.806313 | 83.702236 | 3.258859 | 1 |
7.71096 | 181.938126 | 6,552.626314 | 5.389249 | 390.596392 | 516.284083 | 17.010785 | 58.241734 | 4.288947 | 1 |
8.291299 | 211.217034 | 20,008.134957 | 8.767875 | 275.767321 | 475.90913 | 12.614669 | 66.612984 | 3.424702 | 1 |
6.19317 | 225.683422 | 12,883.726496 | 4.73936 | null | 389.405978 | 14.560136 | 76.457816 | 3.466645 | 1 |
9.032661 | 121.441442 | 15,618.170248 | 6.157491 | 372.927456 | 390.657226 | 15.030315 | 63.125617 | 4.927218 | 1 |
6.139494 | 236.674026 | 8,081.466471 | 6.250808 | null | 416.238821 | 12.777014 | 106.037222 | 3.260907 | 1 |
7.129425 | 178.372352 | 25,840.578888 | 7.487823 | 312.982727 | 323.298915 | 16.406156 | 69.157609 | 3.418611 | 1 |
null | 191.285218 | 21,948.325362 | 5.626787 | 355.488766 | 509.406822 | 16.691471 | 84.107738 | 4.10959 | 1 |
5.418504 | 187.776809 | 35,902.715684 | 4.357088 | null | 454.520296 | 6.37407 | 103.373005 | 4.50654 | 1 |
8.075495 | 195.804996 | 29,483.601854 | 10.493841 | 298.737219 | 321.748339 | 9.751086 | 72.734423 | 3.68292 | 1 |
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