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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 |
|---|---|---|---|---|---|---|---|---|---|
4.270716 | 166.837709 | 24,405.250535 | 7.39151 | 297.206739 | 349.51891 | 13.478526 | 54.47484 | 3.763906 | 0 |
7.348845 | 223.26494 | 11,519.046527 | 8.889559 | null | 494.158434 | 18.145374 | 73.715522 | 4.880875 | 0 |
8.52617 | 175.612836 | 11,837.12336 | 7.483709 | 308.398516 | 474.240482 | 21.845916 | 52.372201 | 5.083014 | 0 |
null | 169.041917 | 36,152.820899 | 8.330389 | 329.03971 | 590.748787 | 17.695114 | 103.150463 | 3.995974 | 0 |
2.612036 | 188.804126 | 34,798.252587 | 6.796439 | null | 468.080267 | 13.170763 | 49.52377 | 4.765205 | 0 |
8.490572 | 204.123648 | 22,989.79639 | 8.270793 | 358.847115 | 435.000898 | 17.084246 | 62.421637 | 3.875557 | 0 |
null | 213.541932 | 22,539.711615 | 6.957204 | 334.041186 | 463.398847 | 11.623019 | 69.61585 | 3.398593 | 0 |
8.858402 | 254.617519 | 9,624.300462 | 7.954016 | 348.408195 | 344.303363 | 7.935468 | 78.10855 | 5.525726 | 0 |
6.098157 | 189.995846 | 27,776.901052 | 6.443098 | 347.9304 | 245.859632 | 14.636882 | 73.424632 | 3.977362 | 0 |
8.419971 | 185.718989 | 13,237.989605 | 3.998266 | 308.142639 | 463.647277 | 17.209565 | 48.783112 | 3.962478 | 0 |
9.286155 | 222.661551 | 12,311.268366 | 7.289866 | 332.239359 | 353.7401 | 14.171763 | null | 5.239982 | 0 |
7.875895 | 226.284788 | 12,710.249452 | 7.303127 | 346.403258 | 445.374147 | 6.063462 | 63.128044 | 4.238589 | 0 |
7.725333 | 252.265491 | 36,477.738112 | 8.386761 | 426.54359 | 339.411327 | 17.485844 | 60.483885 | 3.724837 | 0 |
3.388091 | 212.028944 | 20,230.125577 | 8.569782 | 349.155999 | 353.912927 | 18.20834 | 82.387874 | 2.798601 | 0 |
6.745307 | 218.424637 | 21,871.8387 | 7.165509 | null | 373.050102 | 16.826619 | 74.08608 | 3.902353 | 0 |
null | 190.423899 | 28,062.641892 | 9.615147 | 357.226709 | 263.771914 | 13.445225 | 67.055558 | 5.629016 | 0 |
7.183826 | 261.8508 | 14,100.968987 | 9.008495 | 358.724702 | 290.423838 | 17.149907 | 82.025116 | 4.597166 | 0 |
10.111977 | 240.4321 | 15,331.302692 | 5.392651 | 361.902926 | 403.04181 | 16.131124 | 61.111146 | 3.425763 | 0 |
7.397413 | 122.54104 | 8,855.114121 | 6.888689 | 241.607532 | 489.8516 | 13.365906 | null | 3.149158 | 0 |
7.812804 | 196.583886 | 42,550.841816 | 7.334648 | null | 442.545775 | 14.666917 | null | 6.204846 | 0 |
6.877457 | 136.879214 | 27,433.587294 | 7.091522 | 307.397088 | 342.196347 | 18.403846 | 81.193412 | 3.82765 | 0 |
null | 146.970245 | 16,367.458372 | 7.687037 | null | 468.945015 | 18.601381 | 49.561969 | 4.66435 | 0 |
null | 230.809482 | 27,418.781044 | 7.136498 | 369.310008 | 274.660597 | 9.578585 | 72.376909 | 4.197595 | 0 |
7.521052 | 267.059647 | 26,865.373741 | 10.44945 | null | 505.709372 | 16.237746 | 57.03778 | 2.880785 | 0 |
8.550875 | 231.248787 | 28,918.419953 | 7.822528 | 369.264223 | 432.28527 | 16.266297 | 73.149464 | 3.772887 | 0 |
10.308478 | 217.219746 | 27,653.235184 | 8.912266 | 369.531206 | 382.951505 | 6.580402 | 59.57604 | 3.285077 | 0 |
null | 252.670469 | 29,368.674184 | 9.906147 | 433.952212 | 465.216621 | 13.221034 | 84.198607 | 5.052737 | 0 |
7.371085 | 207.716824 | 24,913.837166 | 9.61633 | 362.30018 | 363.168538 | 11.542662 | 67.720704 | 4.41259 | 0 |
11.180695 | 228.30086 | 16,600.392747 | 6.094001 | null | 504.050539 | 15.035047 | 110.739299 | 3.809842 | 0 |
6.506488 | 202.285938 | 17,087.076902 | 6.201983 | 326.662368 | 481.771934 | 16.535186 | 46.205748 | 3.548776 | 0 |
6.643936 | 151.8896 | 10,909.194592 | 3.749625 | 240.936722 | 437.909005 | 15.264742 | 64.203964 | 3.812953 | 0 |
5.033774 | 155.321478 | 34,971.807483 | 7.121477 | 320.115497 | 500.637326 | 18.312499 | 63.193306 | 3.244948 | 0 |
6.912608 | 155.740495 | 17,973.178859 | 4.916303 | 275.908228 | 439.648051 | 18.380712 | 55.507468 | 2.612249 | 0 |
7.977636 | 245.89513 | 32,170.06916 | 9.635636 | 399.583155 | 473.662453 | 11.728338 | 23.81702 | 3.552129 | 0 |
6.078336 | 197.501912 | 35,957.792183 | 8.130472 | 379.527706 | 360.060477 | 20.098413 | 41.86596 | 4.201581 | 0 |
6.242414 | 191.90873 | 28,149.411792 | 7.130437 | 319.306785 | 448.242527 | 19.370091 | 60.939481 | 4.508705 | 0 |
6.063355 | 160.767311 | 14,775.145596 | 7.484104 | 305.828553 | 327.270239 | 12.309016 | 69.038454 | 3.467337 | 0 |
8.129586 | 177.898967 | 27,834.217696 | 9.006008 | 334.438539 | 397.021428 | 15.936262 | 81.390758 | 3.362537 | 0 |
9.562406 | 202.013643 | 13,041.82914 | 5.820655 | 327.118824 | 433.381667 | 14.139066 | 63.548993 | 3.76272 | 0 |
8.167793 | 200.913755 | 27,141.362903 | 7.262417 | 344.161134 | 525.598788 | 16.142284 | 66.231436 | 4.289395 | 0 |
8.594416 | 270.022706 | 15,791.675351 | 5.912691 | null | 672.556999 | 20.184051 | 54.961285 | 3.568992 | 0 |
null | 167.386127 | 20,944.620814 | 4.963124 | null | 566.339294 | 11.318807 | null | 3.679795 | 0 |
6.825468 | 187.05171 | 46,140.12685 | 6.137757 | 352.702182 | 373.427235 | 12.606382 | 58.752201 | 3.02745 | 0 |
7.861178 | 204.274241 | 25,145.024125 | 7.923315 | 338.213803 | 469.486961 | 15.99341 | 86.167298 | 4.157657 | 0 |
4.965774 | 220.848639 | 21,802.744898 | 6.250578 | 311.598136 | 386.413332 | 18.035238 | 53.908177 | 3.421767 | 0 |
6.207433 | 192.937027 | 13,442.603471 | 5.819023 | 325.906562 | 533.795851 | 14.687539 | 60.485033 | 3.549299 | 0 |
null | 157.001287 | 20,067.105328 | 8.071051 | null | 490.909712 | 17.322946 | 71.969261 | 4.41756 | 0 |
9.769251 | 264.265654 | 8,471.677381 | 8.34971 | 359.268543 | 353.196475 | 15.047087 | 52.645459 | 4.636556 | 0 |
9.630665 | 152.862433 | 23,641.702565 | 6.925706 | 333.148318 | 417.167073 | 16.670184 | 89.997574 | 4.920091 | 0 |
5.187472 | 104.752425 | 20,060.078727 | 6.913911 | null | 368.815429 | 15.140348 | 98.656646 | 3.203258 | 0 |
7.63357 | 199.653 | 16,312.154974 | 9.900547 | 358.566282 | 420.534172 | 10.539392 | 100.242706 | 2.927067 | 0 |
5.771199 | 155.050893 | 24,909.44401 | 6.531261 | 297.009319 | 313.701934 | 11.704789 | 85.688303 | 4.688959 | 0 |
6.579969 | 197.226981 | 17,657.084176 | 4.506293 | 290.289894 | 254.393276 | 9.847655 | 73.749716 | 4.575932 | 0 |
4.801154 | 180.772871 | 13,556.734397 | 8.977286 | 322.062447 | 587.395012 | 12.401368 | 62.028187 | 4.418638 | 0 |
7.948816 | 238.23641 | 19,129.458365 | 5.851965 | null | 434.655459 | 8.663294 | 67.30404 | 3.692251 | 0 |
6.906992 | 216.785291 | 19,991.239149 | 7.302352 | 340.106028 | 356.459137 | 9.614106 | 61.122644 | 2.124759 | 0 |
null | 281.268667 | 22,452.090808 | 6.773699 | 343.635821 | 395.341775 | 14.90308 | 67.125168 | 4.44435 | 0 |
null | 190.77946 | 12,224.310506 | 4.646211 | 308.564886 | 399.271359 | 11.876797 | 61.886636 | 3.463173 | 0 |
8.461331 | 212.581366 | 34,406.776446 | 8.679152 | 384.855382 | 477.343369 | 13.801712 | null | 3.771944 | 0 |
7.726135 | 233.947864 | 21,667.868741 | 6.313182 | 340.273171 | 472.258994 | 14.39986 | 36.578038 | 3.720637 | 0 |
null | 247.661573 | 19,549.499341 | 8.76967 | null | 438.865775 | 16.624654 | 64.949008 | 3.777737 | 0 |
8.927078 | 241.875105 | 22,821.254377 | 8.549738 | 367.975558 | 380.1972 | 10.859287 | 75.857068 | 4.601861 | 0 |
6.208016 | 153.221106 | 17,358.796365 | 8.214939 | 328.282029 | 481.195673 | 14.274092 | 62.718199 | 4.334616 | 0 |
6.128426 | 141.49241 | 9,615.83271 | 7.627919 | 277.951704 | 415.008737 | 16.435843 | 50.693927 | 4.633824 | 0 |
null | 202.254833 | 11,981.740191 | 9.189106 | 339.983935 | 416.588906 | 14.079228 | 62.76553 | 2.678911 | 0 |
7.308049 | 274.70495 | 14,600.539522 | 8.105803 | 384.564852 | 415.607278 | 16.761625 | 68.937227 | 3.69612 | 0 |
null | 170.099236 | 39,906.190271 | 6.554996 | null | 515.386742 | 13.516078 | 40.514172 | 4.353239 | 0 |
8.640886 | 201.568724 | 26,473.713239 | 6.967095 | 352.306586 | 309.983287 | 17.665083 | 68.664923 | 5.263102 | 0 |
null | 205.509457 | 20,406.927672 | 6.810069 | 355.265923 | 482.330055 | 12.337776 | 70.580607 | 4.102529 | 0 |
8.15321 | 127.144892 | 10,280.929497 | 5.828358 | 267.636886 | 487.908327 | 11.943477 | 90.619354 | 2.905788 | 0 |
8.29372 | 206.160415 | 35,216.38597 | 6.441 | 347.062241 | 399.483621 | 16.065668 | 79.954511 | 3.954715 | 0 |
null | 233.850345 | 21,136.286764 | 6.689878 | null | 332.737587 | 9.745282 | 77.529945 | 3.310859 | 0 |
null | 237.677383 | 26,009.075259 | 7.074531 | 372.600296 | 344.767924 | 14.442238 | 72.69624 | 3.706602 | 0 |
9.489973 | 234.069965 | 15,513.740378 | 4.735332 | null | 277.97007 | 16.698216 | 81.427174 | 4.219968 | 0 |
7.830976 | 190.799044 | 7,695.063935 | 4.845205 | 292.515824 | 507.445488 | 15.526658 | 85.009506 | 4.588785 | 0 |
4.430281 | 139.685759 | 28,862.25717 | 8.961372 | 298.379458 | 434.781267 | 17.299294 | 63.042501 | 4.384565 | 0 |
7.24074 | 201.186804 | 23,783.099556 | 7.751285 | 340.983683 | 579.220394 | 13.486379 | 62.650236 | 3.556297 | 0 |
null | 260.20536 | 19,517.724799 | 8.764169 | 368.821037 | 251.020899 | 12.804588 | 48.65189 | 3.665522 | 0 |
6.867301 | 174.184976 | 24,112.153471 | 5.529942 | 297.655575 | 484.122939 | 11.482687 | 65.304414 | 3.823595 | 0 |
6.129637 | 200.278182 | 30,989.948415 | 8.830102 | 348.868154 | 341.388577 | 9.300117 | 79.553612 | 4.615886 | 0 |
7.917049 | 278.056321 | 27,192.280561 | 9.220128 | 424.787996 | 358.781736 | 15.054313 | 56.839602 | 3.659485 | 0 |
6.511618 | 181.873422 | 29,136.814624 | 7.685775 | 345.751638 | 475.341351 | 12.321232 | 52.437617 | 4.850434 | 0 |
5.323816 | 232.36858 | 37,625.75268 | 8.879823 | 380.576472 | 580.8977 | 12.293803 | 55.310019 | 2.880722 | 0 |
6.769573 | 168.937072 | 11,067.181148 | 7.121264 | 305.79495 | 289.54246 | 18.545903 | 62.001571 | 5.22054 | 0 |
5.877974 | 141.615287 | 13,652.293199 | 5.701659 | 279.7824 | 538.495404 | 12.034042 | 67.907258 | 4.03226 | 0 |
9.534022 | 201.955208 | 9,472.61492 | 6.105708 | 319.57642 | 259.636803 | 15.625617 | null | 2.768239 | 0 |
6.340028 | 225.028148 | 45,222.506665 | 5.809032 | 363.005755 | 435.500457 | 11.385937 | 80.670311 | 3.686001 | 0 |
8.661592 | 284.098352 | 27,088.47646 | 7.897857 | null | 512.27731 | 16.912142 | 72.465763 | 3.670431 | 0 |
5.653506 | 146.590232 | 16,462.460086 | 6.501596 | 299.644611 | 272.440558 | 13.795264 | 87.822585 | 5.198986 | 0 |
6.626012 | 112.299485 | 25,839.894104 | 7.658747 | 312.247043 | 327.248079 | 19.409147 | 85.785103 | 4.194313 | 0 |
7.793834 | 176.866483 | 18,344.680361 | 7.567677 | 338.229597 | 371.216973 | 9.039042 | 76.288076 | 4.172935 | 0 |
7.593128 | 261.566173 | 18,371.057201 | 6.297543 | null | 387.629572 | 16.575981 | 51.830948 | 3.377338 | 0 |
7.362737 | 185.692181 | 16,268.448606 | 5.317019 | 316.918648 | 419.258448 | 16.024246 | 64.678914 | 4.408513 | 0 |
9.320305 | 129.823859 | 16,002.13832 | 4.405035 | 271.670562 | 499.844167 | 13.076859 | 82.837583 | 4.20581 | 0 |
3.719792 | 248.859267 | 23,590.932129 | 7.683742 | 351.555482 | 427.495931 | 20.393782 | 38.604937 | 2.718398 | 0 |
6.655605 | 216.441172 | 20,571.845708 | 8.984237 | null | 336.831455 | 17.745996 | 71.704305 | 2.951645 | 0 |
9.868878 | 214.166235 | 15,326.855914 | 3.351598 | 297.084174 | 424.292831 | 19.188441 | 70.070514 | 3.35549 | 0 |
5.590614 | 229.192139 | 35,370.735515 | 7.989641 | null | 469.41309 | 13.281556 | 76.992716 | 4.726845 | 0 |
5.554437 | 229.122829 | 31,344.460394 | 7.761431 | null | 306.872526 | 13.9748 | 87.273375 | 2.095914 | 0 |
4.126529 | 125.474884 | 11,215.945902 | 5.366011 | 261.444798 | 445.241457 | 18.575921 | 86.433655 | 4.460201 | 0 |
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