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 |
---|---|---|---|---|---|---|---|---|---|
-122.33 | 37.91 | 36 | 1,954 | 513 | 1,437 | 440 | 1.125 | 93,800 | NEAR BAY |
-122.35 | 37.92 | 36 | 921 | 200 | 585 | 236 | 1.9224 | 94,000 | NEAR BAY |
-122.36 | 37.92 | 52 | 215 | 41 | 126 | 43 | 1.3929 | 104,200 | NEAR BAY |
-122.35 | 37.91 | 4 | 2,851 | 798 | 1,285 | 712 | 4.2895 | 186,800 | NEAR BAY |
-122.33 | 37.93 | 34 | 2,326 | 471 | 1,356 | 441 | 2.3475 | 90,300 | NEAR BAY |
-122.33 | 37.93 | 27 | 2,158 | 424 | 1,220 | 442 | 3.0156 | 111,500 | NEAR BAY |
-122.34 | 37.93 | 32 | 2,389 | 652 | 1,672 | 584 | 1.4423 | 88,300 | NEAR BAY |
-122.34 | 37.93 | 45 | 2,225 | 486 | 1,304 | 459 | 2.64 | 112,100 | NEAR BAY |
-122.35 | 37.93 | 41 | 268 | 75 | 198 | 82 | 3.2222 | 156,300 | NEAR BAY |
-122.32 | 37.92 | 29 | 2,304 | 399 | 1,377 | 454 | 5.0187 | 140,600 | NEAR BAY |
-122.33 | 37.92 | 26 | 3,887 | 779 | 2,512 | 740 | 2.2301 | 122,400 | NEAR BAY |
-122.32 | 37.92 | 28 | 4,649 | 977 | 2,606 | 953 | 3.2674 | 129,100 | NEAR BAY |
-122.32 | 37.91 | 34 | 2,669 | 647 | 1,341 | 555 | 2.6399 | 119,600 | NEAR BAY |
-122.31 | 37.91 | 39 | 2,955 | 696 | 1,417 | 682 | 2.7628 | 167,800 | NEAR BAY |
-122.31 | 37.91 | 43 | 2,549 | 511 | 1,060 | 528 | 3.6417 | 178,400 | NEAR BAY |
-122.31 | 37.91 | 45 | 3,924 | 834 | 1,992 | 773 | 4.1146 | 177,800 | NEAR BAY |
-122.31 | 37.93 | 39 | 2,505 | 371 | 872 | 345 | 5.3433 | 286,500 | NEAR BAY |
-122.31 | 37.93 | 36 | 2,403 | 408 | 917 | 404 | 5.0399 | 253,400 | NEAR BAY |
-122.32 | 37.93 | 40 | 3,056 | 489 | 1,103 | 481 | 5.1067 | 247,300 | NEAR BAY |
-122.32 | 37.94 | 47 | 1,911 | 283 | 697 | 275 | 6.2712 | 267,700 | NEAR BAY |
-122.3 | 37.92 | 32 | 3,943 | 605 | 1,524 | 614 | 6.0677 | 321,600 | NEAR BAY |
-122.29 | 37.92 | 35 | 583 | 88 | 235 | 84 | 5.943 | 288,200 | NEAR BAY |
-122.29 | 37.92 | 32 | 1,736 | 234 | 602 | 231 | 6.516 | 401,000 | NEAR BAY |
-122.3 | 37.93 | 34 | 2,254 | 357 | 715 | 306 | 4.5 | 304,000 | NEAR BAY |
-122.31 | 37.93 | 36 | 1,526 | 256 | 696 | 263 | 3.5089 | 261,900 | NEAR BAY |
-122.32 | 37.93 | 33 | 296 | 73 | 216 | 63 | 2.675 | 22,500 | NEAR BAY |
-122.31 | 37.92 | 30 | 1,014 | 236 | 537 | 204 | 2.8456 | 183,300 | NEAR BAY |
-122.31 | 37.92 | 38 | 1,250 | 236 | 631 | 279 | 3.724 | 220,100 | NEAR BAY |
-122.31 | 37.92 | 12 | 1,895 | 600 | 983 | 519 | 2.5 | 195,800 | NEAR BAY |
-122.32 | 37.92 | 22 | 1,119 | 220 | 565 | 199 | 3.3594 | 186,900 | NEAR BAY |
-122.31 | 37.92 | 43 | 2,116 | 407 | 900 | 361 | 4.1587 | 212,200 | NEAR BAY |
-122.3 | 37.92 | 33 | 1,615 | 271 | 710 | 285 | 4.0804 | 239,000 | NEAR BAY |
-122.31 | 37.91 | 31 | 1,432 | 348 | 681 | 348 | 2.7243 | 218,100 | NEAR BAY |
-122.3 | 37.91 | 39 | 2,686 | 569 | 1,159 | 559 | 2.9441 | 200,400 | NEAR BAY |
-122.3 | 37.91 | 40 | 2,866 | 617 | 1,305 | 589 | 3.6321 | 209,100 | NEAR BAY |
-122.3 | 37.9 | 37 | 2,125 | 489 | 912 | 462 | 2.9219 | 217,200 | NEAR BAY |
-122.3 | 37.9 | 41 | 2,053 | 435 | 873 | 415 | 3.4091 | 223,000 | NEAR BAY |
-122.3 | 37.9 | 35 | 1,102 | 308 | 688 | 303 | 2.3946 | 141,700 | NEAR BAY |
-122.3 | 37.9 | 30 | 1,772 | 471 | 880 | 437 | 2.2672 | 162,500 | NEAR BAY |
-122.29 | 37.92 | 36 | 1,450 | 235 | 568 | 234 | 6 | 311,400 | NEAR BAY |
-122.29 | 37.91 | 38 | 2,591 | 424 | 905 | 378 | 5.1691 | 263,200 | NEAR BAY |
-122.29 | 37.91 | 46 | 2,085 | 346 | 748 | 354 | 4.0536 | 262,000 | NEAR BAY |
-122.29 | 37.91 | 40 | 2,085 | 329 | 796 | 339 | 5.5357 | 273,700 | NEAR BAY |
-122.29 | 37.9 | 52 | 2,657 | 500 | 1,131 | 489 | 4.4286 | 234,900 | NEAR BAY |
-122.28 | 37.91 | 38 | 2,501 | 348 | 805 | 329 | 6.5576 | 358,500 | NEAR BAY |
-122.28 | 37.9 | 49 | 3,191 | 516 | 1,148 | 507 | 6.3538 | 333,700 | NEAR BAY |
-122.28 | 37.9 | 52 | 1,369 | 249 | 490 | 248 | 4.1212 | 287,500 | NEAR BAY |
-122.28 | 37.91 | 41 | 3,009 | 482 | 1,053 | 490 | 5.828 | 324,400 | NEAR BAY |
-122.27 | 37.91 | 47 | 1,930 | 315 | 692 | 296 | 6.3669 | 315,500 | NEAR BAY |
-122.28 | 37.91 | 48 | 2,083 | 298 | 685 | 286 | 7.3089 | 331,200 | NEAR BAY |
-124.17 | 41.8 | 16 | 2,739 | 480 | 1,259 | 436 | 3.7557 | 109,400 | NEAR OCEAN |
-124.3 | 41.8 | 19 | 2,672 | 552 | 1,298 | 478 | 1.9797 | 85,800 | NEAR OCEAN |
-124.23 | 41.75 | 11 | 3,159 | 616 | 1,343 | 479 | 2.4805 | 73,200 | NEAR OCEAN |
-124.21 | 41.77 | 17 | 3,461 | 722 | 1,947 | 647 | 2.5795 | 68,400 | NEAR OCEAN |
-124.19 | 41.78 | 15 | 3,140 | 714 | 1,645 | 640 | 1.6654 | 74,600 | NEAR OCEAN |
-124.22 | 41.73 | 28 | 3,003 | 699 | 1,530 | 653 | 1.7038 | 78,300 | NEAR OCEAN |
-124.21 | 41.75 | 20 | 3,810 | 787 | 1,993 | 721 | 2.0074 | 66,900 | NEAR OCEAN |
-124.17 | 41.76 | 20 | 2,673 | 538 | 1,282 | 514 | 2.4605 | 105,900 | NEAR OCEAN |
-124.16 | 41.74 | 15 | 2,715 | 569 | 1,532 | 530 | 2.1829 | 69,500 | NEAR OCEAN |
-124.14 | 41.95 | 21 | 2,696 | 578 | 1,208 | 494 | 2.275 | 122,400 | NEAR OCEAN |
-124.16 | 41.92 | 19 | 1,668 | 324 | 841 | 283 | 2.1336 | 75,000 | NEAR OCEAN |
-124.3 | 41.84 | 17 | 2,677 | 531 | 1,244 | 456 | 3.0313 | 103,600 | NEAR OCEAN |
-124.15 | 41.81 | 17 | 3,276 | 628 | 3,546 | 585 | 2.2868 | 103,100 | NEAR OCEAN |
-123.91 | 41.68 | 22 | 1,880 | 360 | 743 | 314 | 2.9688 | 152,700 | <1H OCEAN |
-123.83 | 41.88 | 18 | 1,504 | 357 | 660 | 258 | 3.13 | 116,700 | <1H OCEAN |
-123.92 | 41.54 | 22 | 2,920 | 636 | 1,382 | 499 | 2.0202 | 71,100 | NEAR OCEAN |
-119.94 | 38.96 | 20 | 1,451 | 386 | 467 | 255 | 1.5536 | 212,500 | INLAND |
-119.95 | 38.95 | 8 | 430 | 107 | 36 | 18 | 2.625 | 187,500 | INLAND |
-119.95 | 38.95 | 22 | 1,058 | 352 | 851 | 269 | 2.02 | 87,500 | INLAND |
-119.95 | 38.95 | 21 | 2,046 | 580 | 952 | 353 | 1.7245 | 92,200 | INLAND |
-119.94 | 38.95 | 25 | 1,789 | 536 | 1,134 | 396 | 2.32 | 91,300 | INLAND |
-119.95 | 38.94 | 24 | 2,180 | 517 | 755 | 223 | 2.5875 | 173,400 | INLAND |
-119.93 | 38.94 | 27 | 1,709 | 408 | 97 | 44 | 2.4917 | 200,000 | INLAND |
-119.97 | 38.94 | 26 | 1,485 | 334 | 406 | 180 | 1.9667 | 84,600 | INLAND |
-119.97 | 38.93 | 24 | 856 | 185 | 388 | 108 | 3.1806 | 107,200 | INLAND |
-119.98 | 38.96 | 25 | 2,443 | 444 | 868 | 342 | 3.5417 | 114,800 | INLAND |
-119.96 | 38.94 | 19 | 1,429 | 292 | 585 | 188 | 2.2589 | 131,600 | INLAND |
-119.96 | 38.94 | 27 | 1,492 | 393 | 717 | 254 | 1.8906 | 104,200 | INLAND |
-119.96 | 38.93 | 22 | 2,731 | 632 | 1,215 | 483 | 2.83 | 110,500 | INLAND |
-119.94 | 38.92 | 24 | 1,258 | 216 | 235 | 96 | 4.6 | 136,800 | INLAND |
-119.98 | 38.94 | 25 | 1,339 | 328 | 503 | 219 | 1.9018 | 109,700 | INLAND |
-119.98 | 38.94 | 23 | 1,564 | 298 | 339 | 147 | 4.0417 | 99,300 | INLAND |
-119.99 | 38.94 | 24 | 1,216 | 289 | 421 | 185 | 3.1625 | 103,600 | INLAND |
-119.99 | 38.94 | 22 | 3,119 | 640 | 786 | 351 | 3.0806 | 118,500 | INLAND |
-119.99 | 38.93 | 23 | 1,882 | 414 | 673 | 277 | 2.9091 | 141,900 | INLAND |
-119.98 | 38.93 | 28 | 1,194 | 272 | 494 | 203 | 2.3281 | 85,800 | INLAND |
-119.98 | 38.93 | 25 | 1,262 | 293 | 534 | 226 | 2.6607 | 90,400 | INLAND |
-119.98 | 38.92 | 27 | 2,682 | 606 | 1,010 | 399 | 3.15 | 86,900 | INLAND |
-119.98 | 38.92 | 28 | 1,408 | 312 | 522 | 221 | 2.0708 | 89,600 | INLAND |
-120 | 38.93 | 17 | 8,005 | 1,382 | 999 | 383 | 3.9722 | 313,400 | INLAND |
-120.01 | 38.93 | 22 | 3,080 | 610 | 1,045 | 425 | 2.996 | 126,100 | INLAND |
-120 | 38.92 | 17 | 1,106 | 207 | 466 | 180 | 3.3295 | 126,600 | INLAND |
-120 | 38.92 | 26 | 529 | 116 | 191 | 83 | 3.5 | 103,600 | INLAND |
-120.01 | 38.92 | 23 | 964 | 246 | 485 | 198 | 1.7188 | 96,100 | INLAND |
-120.01 | 38.92 | 25 | 1,758 | 357 | 689 | 278 | 2.675 | 104,200 | INLAND |
-120.02 | 38.91 | 22 | 2,138 | 493 | 829 | 330 | 2.2056 | 107,200 | INLAND |
-120.02 | 38.92 | 24 | 1,194 | 246 | 414 | 151 | 3.2396 | 101,900 | INLAND |
-120.01 | 38.91 | 27 | 968 | 191 | 283 | 143 | 2.0938 | 94,400 | INLAND |
-120.01 | 38.91 | 17 | 2,732 | 609 | 1,005 | 499 | 1.9851 | 86,700 | INLAND |
-120.01 | 38.89 | 24 | 1,669 | 422 | 589 | 281 | 3.0089 | 100,800 | INLAND |
Subsets and Splits