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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 |
|---|---|---|---|---|---|---|---|---|---|
6.648849 | 181.688122 | 30,733.503838 | 5.961272 | 343.925222 | 257.704179 | 17.758444 | 35.296181 | 4.827527 | 0 |
null | 210.979747 | 21,174.40848 | 7.618885 | null | 572.743407 | 15.110849 | 90.252455 | 4.217553 | 0 |
9.323584 | 212.71067 | 15,751.1753 | 5.50107 | 296.848512 | 399.773704 | 10.622265 | 74.554285 | 3.00665 | 0 |
4.581969 | 186.097915 | 33,897.068202 | 6.358402 | 316.552791 | 406.382378 | 19.699848 | 62.323303 | 4.500208 | 0 |
7.884842 | 229.24266 | 21,733.828044 | 7.903081 | 315.189984 | 368.770894 | 11.635399 | 49.804322 | 4.631641 | 0 |
6.168839 | 238.301048 | 24,827.516641 | 7.720011 | 269.490173 | 482.673327 | 22.09199 | 79.169281 | 4.43576 | 0 |
7.230845 | 177.574803 | 17,864.689386 | 5.818229 | 343.593332 | 367.689992 | 19.91295 | 59.303053 | 5.622018 | 0 |
null | 235.004598 | 3,900.913892 | 6.93873 | 286.765101 | 553.494032 | 19.418013 | 84.84774 | 4.071344 | 0 |
8.693104 | 184.772809 | 13,283.778053 | 6.521815 | 348.554792 | 560.96591 | 13.978348 | 71.733845 | 2.898223 | 0 |
null | 194.806091 | 32,981.239456 | 9.554785 | null | 286.794432 | 10.415889 | 71.905147 | 3.23168 | 0 |
4.79746 | 190.315127 | 21,280.246559 | 6.188503 | 326.794194 | 357.436193 | 11.713821 | 63.863068 | 4.038503 | 0 |
9.319176 | 199.333565 | 14,294.24035 | 7.78494 | 366.051752 | 338.44145 | 15.215293 | 63.391468 | 4.12923 | 0 |
7.581688 | 180.74914 | 11,989.246243 | 4.977307 | 328.176978 | 617.883513 | 13.561253 | 39.215917 | 4.457282 | 0 |
5.348214 | 232.668509 | 11,797.920916 | 7.816285 | 312.986753 | 371.910647 | 11.97568 | 65.797023 | 3.311168 | 0 |
5.487876 | 179.206983 | 20,162.018618 | 5.21143 | 305.264142 | 510.609385 | 12.588475 | 58.861558 | 4.223576 | 0 |
null | 206.577843 | 40,710.524386 | 8.813666 | 320.449328 | 468.051715 | 14.5235 | 71.450447 | 5.486132 | 0 |
8.315959 | 221.270223 | 16,123.304451 | 9.475801 | 348.177331 | 501.673983 | 22.159747 | 75.364974 | 2.760213 | 0 |
8.551078 | 216.415932 | 28,909.290284 | 6.936782 | 295.223707 | 510.895001 | 16.202371 | 79.859323 | 4.04638 | 0 |
6.013161 | 218.843256 | 21,573.747571 | 9.295852 | 321.168313 | 444.276635 | 14.744347 | 62.443239 | 3.455623 | 0 |
5.744068 | 173.850882 | 28,391.998185 | 7.01733 | 355.461589 | 336.061803 | 16.89518 | 65.447362 | 3.171655 | 0 |
5.21899 | 164.790992 | 27,007.886906 | 6.592517 | null | 422.223802 | 14.070879 | 73.92032 | 4.383943 | 0 |
null | 240.429787 | 25,959.613898 | 10.571596 | null | 446.742975 | 13.573471 | 80.268372 | 3.358353 | 0 |
7.458708 | 207.786573 | 10,513.296781 | 8.920633 | null | 442.368143 | 18.725302 | 43.898088 | 2.938082 | 0 |
11.02788 | 228.322798 | 13,124.105636 | 7.516643 | 319.354039 | 376.231918 | 8.033859 | 48.529038 | 4.178898 | 0 |
6.72958 | 242.164146 | 17,975.553227 | 9.808651 | 322.235101 | 440.859435 | 13.571223 | 62.179477 | 4.003458 | 0 |
4.150214 | 174.926741 | 41,489.639814 | 5.569869 | null | 425.250046 | 12.534009 | 86.683635 | 3.502371 | 0 |
7.159398 | 171.816105 | 28,954.801012 | 5.81709 | 357.328759 | 530.526411 | 18.117042 | 79.09444 | 3.254926 | 0 |
null | 235.417457 | 13,927.002507 | 8.551447 | null | 446.422357 | 14.134954 | 51.705215 | 3.662648 | 0 |
6.209697 | 169.318505 | 22,610.768713 | 4.875414 | 327.379939 | 549.276728 | 17.015118 | 51.505508 | 3.893767 | 0 |
null | 178.777716 | 10,490.838987 | 7.533042 | 354.057649 | 367.758689 | 14.66895 | 57.401465 | 4.126408 | 0 |
9.608534 | 231.340228 | 4,544.841718 | 6.577834 | 300.92233 | 328.904494 | 11.789619 | 78.568182 | 3.042797 | 0 |
5.375896 | 153.712874 | 56,867.859236 | 7.894086 | null | 493.888464 | 15.116023 | 57.712992 | 4.17422 | 0 |
8.697122 | 166.452774 | 27,752.00024 | 5.350924 | 372.264099 | 393.555796 | 13.748668 | 75.024545 | 4.180568 | 0 |
7.748929 | 198.843094 | 18,939.936655 | 7.375883 | 316.820248 | 368.402857 | 9.984033 | 65.251551 | 3.136945 | 0 |
7.117918 | 216.116319 | 20,067.572789 | 9.605651 | 349.084949 | 331.971661 | 17.53913 | 84.032858 | 4.213568 | 0 |
8.310029 | 212.698276 | 40,936.153391 | 7.703375 | 301.254422 | 365.431212 | 12.971869 | 70.485251 | 4.775785 | 0 |
5.524297 | 157.142424 | 26,220.174214 | 6.344585 | 379.788376 | 475.342272 | 16.90318 | 51.106614 | 4.033391 | 0 |
10.201426 | 190.799079 | 8,918.8926 | 4.899875 | 306.495369 | 331.378952 | 18.525434 | 68.547448 | 3.96445 | 0 |
5.368126 | 190.937979 | 32,619.312975 | 8.098839 | 351.358134 | 435.666469 | 11.983635 | 107.900842 | 2.004143 | 0 |
8.937802 | 147.916892 | 10,562.460539 | 3.694275 | 371.176313 | 480.320218 | 16.980755 | 61.158047 | 2.831234 | 0 |
8.124208 | 207.509515 | 26,489.114701 | 8.540837 | 318.059624 | 431.625677 | 10.075598 | 63.984225 | 4.724457 | 0 |
7.184973 | 201.079219 | 25,234.427972 | 5.216684 | 283.744612 | 384.011558 | 12.427538 | 23.136611 | 3.665411 | 0 |
5.499489 | 230.308775 | 13,902.968646 | 9.619575 | 352.084333 | 442.167006 | 14.740787 | null | 5.846827 | 0 |
null | 256.673469 | 8,904.799818 | 9.71138 | 293.111123 | 324.997824 | 16.848444 | 72.687686 | 3.37168 | 0 |
5.319769 | 204.202072 | 22,390.795566 | 8.053559 | 315.027505 | 399.119025 | 13.974085 | 83.157997 | 2.925732 | 0 |
6.369112 | 235.340943 | 34,456.801132 | 9.17094 | 295.350524 | 357.417285 | 9.213268 | 59.280269 | 2.275903 | 0 |
6.733494 | 197.562665 | 27,430.441731 | 6.035087 | 303.93767 | 397.684986 | 19.394027 | 54.510725 | 3.178004 | 0 |
6.883015 | 210.502217 | 14,298.410462 | 7.243683 | 316.753889 | 570.424259 | 15.958334 | 70.615832 | 4.102292 | 0 |
8.013516 | 225.156452 | 20,375.668274 | 7.837398 | 308.59481 | 382.014249 | 12.666016 | 78.767052 | 4.444901 | 0 |
8.272055 | 204.225329 | 24,196.522679 | 8.448405 | 332.890382 | 500.684873 | 15.157408 | 71.022744 | 5.140208 | 0 |
8.746986 | 148.393724 | 22,174.781141 | 5.459172 | 369.369881 | 407.380825 | 15.892079 | 72.164019 | 4.763731 | 0 |
8.154841 | 202.317335 | 25,620.771365 | 7.651668 | 367.224297 | 597.870073 | 11.802847 | 72.384762 | 3.696328 | 0 |
9.045721 | 222.184169 | 22,829.110842 | 7.609833 | 293.062459 | 558.747863 | 15.357583 | 44.555264 | 4.2137 | 0 |
8.92241 | 207.520726 | 13,291.922609 | 8.560537 | 357.944327 | 468.538326 | 15.692738 | 107.282329 | 4.081728 | 0 |
5.961302 | 182.108995 | 23,926.078825 | 6.18879 | 364.975499 | 567.526159 | 7.791638 | 58.174825 | 4.919585 | 0 |
null | 205.438977 | 20,113.897568 | 7.248374 | 317.28021 | 558.953873 | 23.95245 | 68.242206 | 3.651865 | 0 |
8.18441 | 166.636554 | 17,944.852375 | 4.038955 | 331.954199 | 363.235756 | 12.535838 | 56.310592 | 4.599082 | 0 |
7.636454 | 238.936074 | 18,136.261585 | 11.086526 | 351.558811 | 514.96406 | 8.637461 | 55.603512 | 3.332906 | 0 |
7.775386 | 193.077168 | 15,704.482093 | 7.881197 | 324.336203 | 301.753477 | 13.378165 | 89.051957 | 3.309472 | 0 |
7.617149 | 196.606942 | 27,080.268722 | 7.382755 | 345.179887 | 329.016646 | 8.547283 | 60.144702 | 2.39154 | 0 |
6.664935 | 218.770008 | 16,477.350806 | 7.325001 | 299.846523 | 412.308588 | 17.192685 | 41.035789 | 4.502138 | 0 |
null | 182.16188 | 30,646.815275 | 6.325162 | 294.966088 | 404.120152 | 14.712285 | 106.37172 | 3.855773 | 0 |
8.815358 | 208.331084 | 26,780.691787 | 7.223962 | 329.119685 | 430.406894 | 7.151751 | 88.413296 | 2.87588 | 0 |
7.765636 | 173.185569 | 13,736.342036 | 6.984102 | 359.8137 | 355.998026 | 11.515123 | 39.550476 | 3.21445 | 0 |
6.225152 | 169.741172 | 29,533.608826 | 5.574917 | null | 380.114751 | 17.59551 | 75.519059 | 2.770823 | 0 |
null | 223.72043 | 15,893.674411 | 8.289192 | 303.850663 | 360.468484 | 15.234277 | 48.195572 | 4.157927 | 0 |
8.567044 | 160.217867 | 23,683.11019 | 4.28693 | 360.286282 | 490.512539 | 9.027167 | 67.476229 | 2.804927 | 0 |
6.994195 | 216.665319 | 23,027.385262 | 9.79633 | 382.152977 | 369.468072 | 18.967259 | 59.651523 | 4.398901 | 0 |
3.344589 | 156.479927 | 55,334.702799 | 8.530102 | 371.14777 | 485.631148 | 16.98061 | 69.62249 | 2.575141 | 0 |
null | 198.654976 | 20,063.490327 | 9.539984 | 344.618535 | 412.979201 | 9.767081 | 43.142 | 4.565423 | 0 |
null | 192.254162 | 21,762.614146 | 7.259638 | 331.649659 | 397.262826 | 18.261213 | 45.981624 | 4.344805 | 1 |
7.774468 | 216.752872 | 22,316.398284 | 7.947534 | 385.043438 | 288.068578 | 14.136699 | 68.861861 | 3.891097 | 1 |
null | 172.731433 | 28,894.47697 | 4.250917 | 244.285145 | 559.62934 | 21.340849 | 51.274712 | 2.95975 | 1 |
7.203439 | 168.445358 | 22,826.484697 | 6.28325 | 271.892045 | 437.370863 | 16.410654 | 64.505923 | 6.389161 | 1 |
6.150488 | 240.888422 | 6,342.502843 | 9.609896 | 421.343186 | 354.392526 | 12.340384 | 83.238661 | 3.551656 | 1 |
null | 225.959092 | 9,660.658302 | 8.827655 | 397.92424 | 315.750909 | 16.716557 | 17.000683 | 3.959294 | 1 |
6.767524 | 203.751056 | 21,162.726735 | 5.23275 | 251.062384 | 334.905376 | 13.214324 | 79.863009 | 3.300253 | 1 |
8.03743 | 148.415309 | 48,410.471014 | 4.75588 | 268.211896 | 392.901206 | 12.46661 | null | 2.506238 | 1 |
8.177175 | 210.44877 | 18,626.149312 | 7.271672 | null | 455.9275 | 14.247947 | 85.930428 | 3.325639 | 1 |
6.744799 | 204.084318 | 20,215.697517 | 6.125252 | 304.527937 | 544.339317 | 12.014243 | 72.608076 | 4.868543 | 1 |
7.603775 | 214.682778 | 11,459.622445 | 10.999995 | 398.920869 | 321.069074 | 12.010676 | 58.100707 | 3.584985 | 1 |
8.546146 | 177.846244 | 23,349.485417 | 7.652073 | 352.817053 | 413.3216 | 12.357385 | 108.849568 | 3.5053 | 1 |
5.432512 | 231.351576 | 14,970.647244 | 9.180703 | 409.988461 | 448.864741 | 10.838249 | 65.548216 | 3.874425 | 1 |
7.714089 | 194.738282 | 27,336.962624 | 7.631357 | 322.072956 | 347.829203 | 10.641789 | 63.722933 | 3.182583 | 1 |
8.154532 | 168.098935 | 21,361.197053 | 6.198844 | null | 419.173312 | 12.302669 | 59.887367 | 2.460465 | 1 |
null | 190.219168 | 23,094.872394 | 6.481986 | 298.356157 | 414.88913 | 13.461794 | 50.895233 | 2.977047 | 1 |
7.84588 | 193.785 | 13,769.860238 | 9.007161 | 343.620823 | 510.305603 | 13.767802 | 99.175595 | 3.667154 | 1 |
7.156424 | 197.993538 | 27,025.206963 | 6.734527 | 359.710517 | 448.457161 | 12.511973 | 49.299849 | 2.958415 | 1 |
5.694694 | 240.712182 | 7,998.674511 | 8.124265 | null | 477.047807 | 15.459307 | 68.895603 | 3.870611 | 1 |
6.707686 | 199.285374 | 17,435.340206 | 6.809945 | null | 454.73241 | 14.58729 | 81.378451 | 3.822669 | 1 |
4.775222 | 231.998579 | 13,978.17266 | 9.422101 | 389.219586 | 526.067651 | 17.207494 | 73.94097 | 3.223081 | 1 |
null | 200.315236 | 19,947.434475 | 7.378236 | 337.231469 | 295.757053 | 14.033995 | 29.668142 | 4.387208 | 1 |
null | 205.128303 | 17,537.989616 | 8.025806 | 396.091917 | 318.536633 | 13.860453 | 93.714876 | 2.999702 | 1 |
8.501711 | 193.908906 | 21,289.179593 | 7.10819 | null | 393.176681 | 13.643236 | 61.12508 | 5.612296 | 1 |
7.741245 | 218.237186 | 22,824.699465 | 8.696479 | 363.992748 | 521.016261 | 15.310631 | 73.72307 | 3.741143 | 1 |
4.187491 | 208.374188 | 21,809.709834 | 5.846112 | 327.474203 | 264.508083 | 11.235144 | 46.682597 | 4.592959 | 1 |
null | 142.145566 | 45,141.686036 | 6.03064 | 240.198505 | 369.280429 | 20.605552 | 70.168389 | 4.604725 | 1 |
7.808012 | 179.799917 | 17,037.725367 | 6.378364 | 348.071511 | 590.060546 | 12.092499 | 81.592362 | 4.16555 | 1 |
5.895949 | 187.153617 | 37,118.255436 | 4.60073 | 253.158469 | 531.169101 | 11.410184 | 77.286551 | 3.659653 | 1 |
7.269652 | 155.15752 | 31,161.368388 | 3.181183 | 244.795198 | 506.010135 | 17.385515 | 73.115053 | 3.789237 | 1 |
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