longitude
float64 -124.35
-114.31
| latitude
float64 32.5
42
| housing_median_age
float64 1
52
| total_rooms
float64 2
39.3k
| total_bedrooms
float64 1
6.45k
⌀ | population
float64 3
35.7k
| households
float64 1
6.08k
| median_income
float64 0.5
15
| median_house_value
float64 15k
500k
| ocean_proximity
stringclasses 5
values |
---|---|---|---|---|---|---|---|---|---|
-122.27 | 37.85 | 52 | 1,974 | 426 | 875 | 363 | 1.5817 | 153,600 | NEAR BAY |
-122.27 | 37.85 | 52 | 335 | 83 | 152 | 77 | 2.2841 | 106,300 | NEAR BAY |
-122.27 | 37.85 | 47 | 1,375 | 307 | 843 | 319 | 1.3785 | 142,300 | NEAR BAY |
-122.28 | 37.85 | 52 | 610 | 145 | 281 | 132 | 2.9018 | 119,400 | NEAR BAY |
-122.28 | 37.85 | 44 | 1,025 | 198 | 506 | 204 | 1.73 | 147,900 | NEAR BAY |
-122.28 | 37.85 | 48 | 2,063 | 484 | 1,054 | 466 | 2.2625 | 132,900 | NEAR BAY |
-122.29 | 37.84 | 35 | 1,872 | 419 | 1,017 | 414 | 2.2106 | 132,500 | NEAR BAY |
-122.28 | 37.83 | 52 | 3,108 | 813 | 1,623 | 765 | 2.6997 | 126,900 | NEAR BAY |
-122.3 | 37.84 | 14 | 7,355 | 2,408 | 3,100 | 2,051 | 4.0018 | 143,800 | NEAR BAY |
-122.23 | 37.83 | 52 | 2,990 | 379 | 947 | 361 | 7.8772 | 500,001 | NEAR BAY |
-122.22 | 37.82 | 39 | 2,492 | 310 | 808 | 315 | 11.8603 | 500,001 | NEAR BAY |
-122.22 | 37.82 | 42 | 2,991 | 335 | 1,018 | 335 | 13.499 | 500,001 | NEAR BAY |
-122.23 | 37.82 | 52 | 3,242 | 366 | 1,001 | 352 | 12.2138 | 500,001 | NEAR BAY |
-122.23 | 37.82 | 52 | 3,051 | 381 | 1,005 | 369 | 8.1872 | 466,100 | NEAR BAY |
-122.23 | 37.82 | 52 | 3,494 | 396 | 1,192 | 383 | 12.3804 | 500,001 | NEAR BAY |
-122.24 | 37.83 | 52 | 1,757 | 246 | 585 | 227 | 5.8948 | 457,800 | NEAR BAY |
-122.24 | 37.83 | 52 | 2,449 | 312 | 916 | 316 | 8.1194 | 471,600 | NEAR BAY |
-122.23 | 37.82 | 52 | 1,611 | 203 | 556 | 179 | 8.7477 | 500,001 | NEAR BAY |
-122.24 | 37.82 | 52 | 3,665 | 517 | 1,470 | 520 | 6.155 | 398,600 | NEAR BAY |
-122.25 | 37.82 | 52 | 2,474 | 403 | 1,104 | 398 | 5.883 | 340,700 | NEAR BAY |
-122.23 | 37.76 | 52 | 3,037 | 516 | 1,242 | 518 | 5.2128 | 289,900 | NEAR BAY |
-122.23 | 37.76 | 52 | 2,269 | 323 | 805 | 321 | 4.7188 | 335,300 | NEAR BAY |
-122.23 | 37.76 | 52 | 1,316 | 177 | 378 | 162 | 5.2915 | 333,000 | NEAR BAY |
-122.24 | 37.77 | 52 | 1,153 | 235 | 481 | 223 | 2.6411 | 241,000 | NEAR BAY |
-122.23 | 37.77 | 52 | 772 | 179 | 409 | 160 | 3.3214 | 189,600 | NEAR BAY |
-122.24 | 37.77 | 52 | 1,711 | 386 | 885 | 373 | 3.6417 | 206,300 | NEAR BAY |
-122.25 | 37.77 | 52 | 2,650 | 566 | 1,468 | 567 | 3.0161 | 215,700 | NEAR BAY |
-122.25 | 37.77 | 52 | 1,038 | 220 | 482 | 215 | 3.1771 | 210,200 | NEAR BAY |
-122.25 | 37.77 | 52 | 1,527 | 320 | 825 | 264 | 3.4531 | 208,800 | NEAR BAY |
-122.25 | 37.77 | 52 | 859 | 157 | 429 | 158 | 4.3098 | 197,900 | NEAR BAY |
-122.26 | 37.78 | 52 | 970 | 217 | 528 | 208 | 3.3438 | 201,300 | NEAR BAY |
-122.26 | 37.78 | 52 | 1,045 | 239 | 496 | 216 | 2.9213 | 190,800 | NEAR BAY |
-122.27 | 37.78 | 52 | 1,408 | 280 | 718 | 265 | 2.6806 | 207,900 | NEAR BAY |
-122.27 | 37.78 | 52 | 1,222 | 264 | 630 | 265 | 3.7708 | 215,300 | NEAR BAY |
-122.27 | 37.78 | 45 | 1,169 | 263 | 723 | 286 | 3.9444 | 212,900 | NEAR BAY |
-122.27 | 37.78 | 13 | 2,020 | 535 | 959 | 486 | 5.2601 | 292,700 | NEAR BAY |
-122.28 | 37.79 | 30 | 4,145 | 869 | 3,668 | 855 | 2.5444 | 275,000 | NEAR BAY |
-122.3 | 37.77 | 42 | 2,038 | 368 | 2,037 | 355 | 2.6447 | 200,000 | NEAR BAY |
-122.28 | 37.78 | 29 | 5,154 | null | 3,741 | 1,273 | 2.5762 | 173,400 | NEAR BAY |
-122.29 | 37.78 | 42 | 1,241 | 309 | 821 | 300 | 1.9427 | 102,200 | NEAR BAY |
-122.28 | 37.77 | 52 | 1,468 | 363 | 870 | 347 | 2.9688 | 220,800 | NEAR BAY |
-122.28 | 37.77 | 27 | 3,997 | 1,073 | 1,901 | 966 | 3.75 | 242,800 | NEAR BAY |
-122.29 | 37.76 | 18 | 2,873 | 763 | 1,243 | 663 | 5.1702 | 265,400 | NEAR BAY |
-122.28 | 37.78 | 50 | 1,487 | 306 | 730 | 327 | 2.5139 | 219,000 | NEAR BAY |
-122.26 | 37.77 | 52 | 1,670 | 350 | 793 | 299 | 2.9732 | 282,100 | NEAR BAY |
-122.27 | 37.77 | 52 | 2,252 | 388 | 1,033 | 434 | 5.5337 | 372,000 | NEAR BAY |
-122.27 | 37.77 | 52 | 1,731 | 377 | 872 | 363 | 4.1667 | 225,800 | NEAR BAY |
-122.27 | 37.77 | 52 | 1,710 | 481 | 849 | 457 | 2.7115 | 220,800 | NEAR BAY |
-122.27 | 37.77 | 52 | 2,388 | 559 | 1,121 | 518 | 3.3269 | 234,500 | NEAR BAY |
-122.25 | 37.77 | 52 | 2,156 | 458 | 872 | 445 | 3.2685 | 254,200 | NEAR BAY |
-122.26 | 37.77 | 52 | 1,565 | 315 | 637 | 297 | 4.7778 | 351,800 | NEAR BAY |
-122.26 | 37.77 | 52 | 1,704 | 371 | 663 | 340 | 4.226 | 275,000 | NEAR BAY |
-122.26 | 37.77 | 52 | 1,210 | 168 | 411 | 172 | 3.3571 | 405,400 | NEAR BAY |
-122.26 | 37.77 | 52 | 2,097 | 444 | 915 | 413 | 2.9899 | 228,100 | NEAR BAY |
-122.26 | 37.77 | 52 | 1,848 | 479 | 921 | 477 | 2.875 | 234,000 | NEAR BAY |
-122.24 | 37.77 | 43 | 955 | 284 | 585 | 266 | 2.3882 | 162,500 | NEAR BAY |
-122.25 | 37.77 | 43 | 4,329 | 1,110 | 2,086 | 1,053 | 2.975 | 243,400 | NEAR BAY |
-122.23 | 37.76 | 52 | 3,011 | 542 | 1,303 | 535 | 5.1039 | 273,800 | NEAR BAY |
-122.23 | 37.76 | 52 | 1,049 | 185 | 374 | 176 | 4.1458 | 248,500 | NEAR BAY |
-122.24 | 37.76 | 52 | 2,504 | 516 | 979 | 472 | 3.4762 | 244,000 | NEAR BAY |
-122.24 | 37.76 | 52 | 1,846 | 471 | 827 | 446 | 2.6833 | 240,900 | NEAR BAY |
-122.23 | 37.76 | 52 | 1,705 | 246 | 658 | 253 | 5.75 | 306,300 | NEAR BAY |
-122.23 | 37.75 | 50 | 1,542 | 289 | 654 | 268 | 3.9632 | 240,000 | NEAR BAY |
-122.24 | 37.75 | 45 | 891 | null | 384 | 146 | 4.9489 | 247,100 | NEAR BAY |
-122.24 | 37.75 | 27 | 4,051 | 753 | 1,499 | 797 | 4.8711 | 286,600 | NEAR BAY |
-122.24 | 37.76 | 52 | 2,646 | 581 | 1,128 | 522 | 3.0718 | 266,700 | NEAR BAY |
-122.24 | 37.76 | 49 | 2,428 | 525 | 1,110 | 492 | 3.6719 | 229,800 | NEAR BAY |
-122.24 | 37.76 | 52 | 2,567 | 436 | 1,119 | 415 | 4.6094 | 229,300 | NEAR BAY |
-122.24 | 37.73 | 21 | 7,031 | 1,249 | 2,930 | 1,235 | 4.5213 | 228,400 | NEAR BAY |
-122.25 | 37.74 | 25 | 1,914 | 365 | 897 | 390 | 4.4562 | 206,200 | NEAR BAY |
-122.24 | 37.72 | 5 | 18,634 | 2,885 | 7,427 | 2,718 | 7.611 | 350,700 | NEAR BAY |
-122.27 | 37.73 | 31 | 5,785 | 1,379 | 2,973 | 1,312 | 3.2689 | 231,000 | NEAR BAY |
-122.25 | 37.76 | 52 | 2,876 | 648 | 1,340 | 632 | 3.567 | 252,900 | NEAR BAY |
-122.27 | 37.74 | 28 | 6,909 | 1,554 | 2,974 | 1,484 | 3.6875 | 353,900 | NEAR BAY |
-122.27 | 37.77 | 23 | 5,679 | 1,270 | 2,690 | 1,151 | 4.7695 | 291,700 | NEAR BAY |
-122.28 | 37.75 | 20 | 1,156 | 365 | 583 | 326 | 3.1972 | 100,000 | NEAR BAY |
-122.06 | 37.77 | 12 | 14,316 | 2,045 | 5,781 | 2,007 | 7.2634 | 341,600 | NEAR BAY |
-122.06 | 37.73 | 5 | 3,596 | 467 | 1,738 | 512 | 7.0568 | 412,500 | NEAR BAY |
-122.06 | 37.71 | 36 | 3,541 | 570 | 1,478 | 529 | 4.635 | 248,600 | NEAR BAY |
-122.07 | 37.71 | 40 | 1,808 | 302 | 746 | 270 | 5.3015 | 254,900 | NEAR BAY |
-122.07 | 37.71 | 36 | 2,879 | 480 | 1,235 | 455 | 4.9801 | 241,500 | NEAR BAY |
-122.07 | 37.72 | 26 | 3,204 | 477 | 1,411 | 484 | 5.4834 | 295,200 | NEAR BAY |
-122.08 | 37.72 | 31 | 3,866 | 531 | 1,368 | 521 | 6.187 | 340,400 | NEAR BAY |
-122.08 | 37.72 | 32 | 2,476 | 368 | 1,048 | 367 | 5.6194 | 274,700 | NEAR BAY |
-122.08 | 37.71 | 35 | 2,211 | 350 | 1,004 | 365 | 5.4639 | 238,600 | NEAR BAY |
-122.09 | 37.71 | 35 | 2,663 | 387 | 1,086 | 367 | 5.1498 | 266,400 | NEAR BAY |
-122.1 | 37.72 | 30 | 2,599 | 366 | 922 | 350 | 5.8382 | 330,200 | NEAR BAY |
-122.11 | 37.71 | 36 | 4,569 | 824 | 1,950 | 819 | 4.65 | 206,800 | NEAR BAY |
-122.1 | 37.7 | 25 | 2,973 | 622 | 1,413 | 595 | 4.3819 | 209,200 | NEAR BAY |
-122.1 | 37.69 | 30 | 3,115 | 625 | 1,444 | 568 | 3.7222 | 195,800 | NEAR BAY |
-122.09 | 37.71 | 31 | 1,843 | 282 | 749 | 269 | 5.2855 | 253,500 | NEAR BAY |
-122.09 | 37.7 | 31 | 2,053 | 336 | 867 | 329 | 4.3375 | 241,800 | NEAR BAY |
-122.1 | 37.71 | 27 | 6,740 | 1,073 | 2,723 | 1,035 | 5.2131 | 252,500 | NEAR BAY |
-122.09 | 37.7 | 30 | 1,751 | 269 | 731 | 263 | 6.005 | 263,900 | NEAR BAY |
-122.08 | 37.71 | 38 | 1,663 | 295 | 781 | 301 | 5.0519 | 227,000 | NEAR BAY |
-122.08 | 37.71 | 38 | 3,716 | 657 | 1,784 | 652 | 4.8237 | 220,900 | NEAR BAY |
-122.08 | 37.7 | 32 | 2,718 | 447 | 1,156 | 410 | 5.2497 | 259,300 | NEAR BAY |
-122.07 | 37.7 | 39 | 1,420 | 272 | 645 | 277 | 4.125 | 232,500 | NEAR BAY |
-122.06 | 37.7 | 37 | 1,893 | 310 | 821 | 315 | 4.6005 | 231,600 | NEAR BAY |
-122.06 | 37.7 | 33 | 3,906 | 790 | 1,912 | 770 | 3.5187 | 209,400 | NEAR BAY |
Subsets and Splits