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 |
---|---|---|---|---|---|---|---|---|---|
-117.17 | 32.69 | 45 | 3,168 | 598 | 1,341 | 562 | 4.5189 | 422,200 | NEAR OCEAN |
-117.9 | 33.92 | 27 | 698 | 116 | 391 | 126 | 5.9177 | 267,600 | <1H OCEAN |
-120.55 | 38.31 | 18 | 1,411 | 312 | 592 | 230 | 1.625 | 94,700 | INLAND |
-121.98 | 37.53 | 28 | 2,829 | 566 | 1,610 | 540 | 4.6 | 223,200 | <1H OCEAN |
-120.99 | 37.67 | 28 | 1,768 | 423 | 1,066 | 392 | 1.8315 | 90,500 | INLAND |
-120.88 | 37.37 | 24 | 1,294 | 222 | 684 | 221 | 2.6908 | 103,100 | INLAND |
-117.2 | 32.76 | 40 | 581 | 157 | 298 | 156 | 2.4 | 255,000 | NEAR OCEAN |
-117.06 | 32.75 | 34 | 1,917 | 419 | 1,181 | 426 | 3.0208 | 129,200 | NEAR OCEAN |
-118.39 | 34.23 | 18 | 3,405 | 831 | 3,001 | 795 | 3.0083 | 181,900 | <1H OCEAN |
-118.39 | 34.16 | 20 | 4,084 | 1,062 | 1,637 | 987 | 3.2388 | 256,300 | <1H OCEAN |
-117.88 | 34.01 | 16 | 6,756 | 1,332 | 4,429 | 1,299 | 4.7589 | 178,200 | <1H OCEAN |
-121.06 | 37.67 | 31 | 906 | 146 | 383 | 129 | 3.4167 | 196,900 | INLAND |
-119.45 | 36.59 | 28 | 1,274 | 215 | 572 | 202 | 3.825 | 84,200 | INLAND |
-120.16 | 39.04 | 18 | 2,040 | 402 | 350 | 129 | 4.0313 | 126,000 | INLAND |
-117.07 | 32.61 | 22 | 5,016 | 1,331 | 3,222 | 1,196 | 2.1441 | 135,500 | NEAR OCEAN |
-118.34 | 34.09 | 37 | 1,442 | 501 | 998 | 503 | 2.4432 | 200,000 | <1H OCEAN |
-121.85 | 37.36 | 15 | 3,148 | 1,116 | 3,556 | 1,037 | 3.0466 | 159,600 | <1H OCEAN |
-117.84 | 34 | 26 | 797 | 117 | 383 | 114 | 6.8758 | 253,800 | <1H OCEAN |
-117.89 | 33.94 | 20 | 3,349 | 685 | 1,822 | 675 | 4.7216 | 227,000 | <1H OCEAN |
-122.64 | 41.63 | 19 | 2,722 | 479 | 1,108 | 430 | 3.1062 | 100,000 | INLAND |
-119.69 | 36.43 | 29 | 1,799 | 356 | 1,278 | 387 | 1.7813 | 57,900 | INLAND |
-117.3 | 34.53 | 38 | 1,643 | 489 | 1,196 | 406 | 1.2275 | 64,100 | INLAND |
-118 | 33.93 | 35 | 802 | 153 | 445 | 150 | 5.0077 | 185,000 | <1H OCEAN |
-117.13 | 32.7 | 35 | 1,179 | 344 | 1,372 | 330 | 1.9509 | 70,200 | NEAR OCEAN |
-122.23 | 38.05 | 52 | 1,736 | 358 | 638 | 297 | 2.5517 | 147,100 | NEAR BAY |
-118.16 | 33.78 | 33 | 2,048 | 585 | 2,074 | 597 | 2.0156 | 152,700 | NEAR OCEAN |
-118.07 | 34.51 | 14 | 2,798 | 459 | 1,236 | 404 | 4.8667 | 239,900 | INLAND |
-122.45 | 37.78 | 52 | 2,686 | 606 | 1,392 | 578 | 4 | 355,300 | NEAR BAY |
-117.27 | 34.49 | 7 | 2,344 | 351 | 846 | 314 | 4.7361 | 174,500 | INLAND |
-121.76 | 36.92 | 20 | 2,687 | 637 | 2,154 | 610 | 2.6434 | 169,700 | <1H OCEAN |
-122.12 | 37.45 | 38 | 1,276 | 314 | 955 | 287 | 2.0096 | 155,700 | NEAR BAY |
-122.19 | 39.5 | 23 | 462 | 97 | 261 | 90 | 2.1705 | 53,000 | INLAND |
-117.91 | 33.9 | 27 | 829 | 114 | 383 | 133 | 9.3125 | 293,500 | <1H OCEAN |
-117.19 | 32.83 | 30 | 3,225 | 555 | 1,601 | 532 | 4.3317 | 173,300 | NEAR OCEAN |
-118.19 | 33.78 | 35 | 1,511 | 593 | 914 | 539 | 0.9318 | 187,500 | NEAR OCEAN |
-122.15 | 37.74 | 41 | 856 | 178 | 571 | 191 | 3.1458 | 130,600 | NEAR BAY |
-118.14 | 34.14 | 24 | 10,239 | 2,823 | 4,210 | 2,565 | 3.6997 | 225,000 | <1H OCEAN |
-121.38 | 36.85 | 13 | 4,115 | 782 | 2,903 | 747 | 3.7316 | 192,400 | INLAND |
-118.01 | 34.16 | 47 | 1,745 | 270 | 753 | 275 | 5.532 | 318,500 | INLAND |
-122.49 | 38.32 | 17 | 3,308 | 720 | 1,587 | 632 | 3.2727 | 176,000 | <1H OCEAN |
-118.39 | 34.09 | 28 | 2,347 | 608 | 785 | 548 | 4.4167 | 425,000 | <1H OCEAN |
-117.77 | 33.71 | 13 | 1,939 | 247 | 928 | 244 | 8.1111 | 379,800 | <1H OCEAN |
-118.51 | 34.03 | 37 | 4,072 | 905 | 1,468 | 923 | 3.8571 | 500,001 | <1H OCEAN |
-121.96 | 39.3 | 39 | 701 | 130 | 271 | 89 | 2.1845 | 112,500 | INLAND |
-121.87 | 37.29 | 18 | 1,892 | 568 | 974 | 553 | 2.3715 | 228,000 | <1H OCEAN |
-120.62 | 35.28 | 28 | 3,952 | 592 | 1,469 | 571 | 6.3144 | 328,800 | NEAR OCEAN |
-117.13 | 32.72 | 17 | 1,285 | 423 | 1,208 | 409 | 1.758 | 126,600 | NEAR OCEAN |
-117.68 | 33.6 | 24 | 1,956 | 262 | 969 | 256 | 6.8154 | 265,900 | <1H OCEAN |
-121.25 | 37.94 | 30 | 1,509 | 308 | 967 | 278 | 1.7798 | 65,900 | INLAND |
-118.19 | 34.04 | 40 | 1,279 | 316 | 1,438 | 329 | 2.1774 | 157,600 | <1H OCEAN |
-119.12 | 36.69 | 13 | 3,963 | 812 | 1,905 | 671 | 2.2278 | 90,500 | INLAND |
-117.91 | 33.64 | 37 | 1,998 | 472 | 1,030 | 436 | 3.9306 | 268,400 | <1H OCEAN |
-121.88 | 37.3 | 16 | 2,692 | 749 | 1,674 | 681 | 2.6763 | 191,100 | <1H OCEAN |
-117.65 | 33.59 | 8 | 2,649 | 340 | 1,238 | 354 | 8.0409 | 337,900 | <1H OCEAN |
-123.02 | 38.36 | 16 | 1,496 | 298 | 778 | 284 | 3.8589 | 268,800 | NEAR OCEAN |
-122.18 | 37.45 | 43 | 2,061 | 437 | 817 | 385 | 4.4688 | 460,200 | NEAR BAY |
-122.05 | 37.57 | 7 | 10,648 | 1,818 | 6,075 | 1,797 | 6.1047 | 278,200 | NEAR BAY |
-117.72 | 34.03 | 17 | 2,902 | 476 | 1,652 | 479 | 5.6029 | 161,800 | INLAND |
-117.85 | 34.12 | 30 | 4,367 | 1,033 | 2,524 | 954 | 3.0448 | 192,100 | INLAND |
-121.67 | 38.54 | 13 | 6,141 | 1,019 | 2,553 | 967 | 4.2432 | 326,500 | INLAND |
-117.19 | 34.08 | 22 | 2,467 | 555 | 1,567 | 494 | 2.6536 | 84,700 | INLAND |
-121.92 | 37.72 | 22 | 4,638 | 716 | 2,302 | 687 | 5.347 | 219,500 | <1H OCEAN |
-122.41 | 37.62 | 49 | 1,464 | 302 | 636 | 259 | 4.25 | 284,100 | NEAR OCEAN |
-118.41 | 34.17 | 27 | 3,277 | 648 | 1,382 | 615 | 3.875 | 366,100 | <1H OCEAN |
-122.13 | 37.44 | 42 | 2,390 | 462 | 1,146 | 468 | 6.3111 | 397,400 | NEAR BAY |
-122.3 | 37.92 | 33 | 1,615 | 271 | 710 | 285 | 4.0804 | 239,000 | NEAR BAY |
-118.36 | 33.88 | 28 | 1,313 | 319 | 827 | 308 | 2.65 | 260,800 | <1H OCEAN |
-122.32 | 38.29 | 21 | 1,607 | 356 | 834 | 352 | 2.3787 | 177,900 | NEAR BAY |
-118.33 | 33.86 | 36 | 854 | 160 | 473 | 150 | 6.3992 | 259,600 | <1H OCEAN |
-119.04 | 36.07 | 17 | 2,623 | 659 | 1,912 | 618 | 1.5893 | 52,000 | INLAND |
-118.38 | 34.04 | 35 | 2,237 | 592 | 1,794 | 543 | 2.2961 | 207,700 | <1H OCEAN |
-119.57 | 36.44 | 30 | 1,860 | 337 | 1,123 | 347 | 3.4926 | 94,200 | INLAND |
-118.1 | 33.96 | 40 | 1,743 | 328 | 981 | 291 | 3.6667 | 173,100 | <1H OCEAN |
-115.55 | 32.79 | 22 | 565 | 162 | 692 | 141 | 1.2083 | 53,600 | INLAND |
-117.71 | 34.07 | 24 | 1,948 | 362 | 1,286 | 364 | 3.6 | 139,300 | INLAND |
-121.74 | 37.35 | 34 | 440 | 90 | 217 | 93 | 5.2327 | 500,001 | <1H OCEAN |
-122.2 | 37.78 | 39 | 1,752 | 399 | 1,071 | 376 | 3.1167 | 121,600 | NEAR BAY |
-118.42 | 34.19 | 33 | 3,353 | 790 | 2,318 | 775 | 2.2589 | 269,700 | <1H OCEAN |
-122.42 | 37.75 | 52 | 1,855 | 611 | 1,715 | 614 | 2.1289 | 250,000 | NEAR BAY |
-122.31 | 37.94 | 38 | 1,794 | 349 | 810 | 335 | 3.8343 | 191,400 | NEAR BAY |
-122.26 | 37.53 | 4 | 5,233 | 1,109 | 1,690 | 907 | 6.2007 | 311,800 | NEAR BAY |
-121.89 | 37.32 | 41 | 977 | 265 | 865 | 253 | 3.2317 | 184,800 | <1H OCEAN |
-122.19 | 37.76 | 52 | 2,024 | 391 | 1,030 | 350 | 2.4659 | 94,700 | NEAR BAY |
-118.13 | 34.16 | 36 | 2,162 | 658 | 1,337 | 590 | 2.2095 | 176,700 | <1H OCEAN |
-118.1 | 34.57 | 7 | 20,377 | 4,335 | 11,973 | 3,933 | 3.3086 | 138,100 | INLAND |
-122.26 | 37.45 | 17 | 2,742 | 441 | 986 | 421 | 5.9285 | 496,000 | NEAR OCEAN |
-122.25 | 37.8 | 52 | 2,087 | 510 | 1,197 | 488 | 3.0149 | 218,400 | NEAR BAY |
-122.4 | 37.8 | 52 | 1,860 | 575 | 679 | 448 | 4.775 | 500,001 | NEAR BAY |
-118.53 | 34.2 | 33 | 3,270 | 818 | 2,118 | 763 | 3.225 | 205,300 | <1H OCEAN |
-118.13 | 33.81 | 37 | 1,013 | 199 | 493 | 183 | 4.7845 | 231,400 | <1H OCEAN |
-122.5 | 37.74 | 44 | 2,082 | 470 | 1,154 | 403 | 4.3611 | 268,100 | NEAR OCEAN |
-117.12 | 34.21 | 19 | 4,641 | 994 | 1,334 | 474 | 4.5972 | 123,900 | INLAND |
-120.1 | 39.33 | 9 | 2,738 | 510 | 1,193 | 412 | 4.3958 | 124,800 | INLAND |
-117.73 | 35.73 | 35 | 2,916 | 594 | 1,870 | 432 | 3.625 | 55,000 | INLAND |
-117.11 | 32.76 | 28 | 1,457 | 397 | 672 | 342 | 1.9799 | 122,700 | NEAR OCEAN |
-122.02 | 37.31 | 34 | 2,629 | 433 | 1,301 | 431 | 6.083 | 341,400 | <1H OCEAN |
-121.5 | 38.56 | 46 | 2,646 | 645 | 1,684 | 616 | 1.128 | 123,100 | INLAND |
-118.3 | 33.93 | 35 | 1,300 | 356 | 1,216 | 326 | 1.2 | 99,200 | <1H OCEAN |
-117.21 | 33.93 | 4 | 10,002 | 1,468 | 5,439 | 1,397 | 5.0223 | 152,600 | INLAND |
-118.45 | 34.07 | 13 | 4,284 | 1,452 | 3,806 | 1,252 | 1.3125 | 350,000 | <1H OCEAN |