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 |
---|---|---|---|---|---|---|---|---|---|
-117.7 | 35.64 | 8 | 2,683 | 416 | 1,154 | 399 | 5.8625 | 109,400 | INLAND |
-119.53 | 34.4 | 14 | 1,671 | 383 | 1,079 | 365 | 3.1389 | 248,700 | <1H OCEAN |
-120.5 | 37.37 | 18 | 8,606 | 1,678 | 5,303 | 1,644 | 2.4012 | 79,700 | INLAND |
-121.76 | 37.67 | 6 | 3,023 | 518 | 1,225 | 468 | 6.3705 | 350,000 | INLAND |
-118.37 | 34.07 | 52 | 2,195 | 435 | 884 | 432 | 5.24 | 486,400 | <1H OCEAN |
-118.37 | 34.22 | 17 | 1,787 | 463 | 1,671 | 448 | 3.5521 | 151,500 | <1H OCEAN |
-117.23 | 33.19 | 22 | 2,554 | 447 | 1,147 | 422 | 3.6346 | 192,500 | <1H OCEAN |
-122.49 | 37.76 | 49 | 1,637 | 304 | 729 | 281 | 4.3281 | 323,100 | NEAR BAY |
-118.36 | 33.99 | 35 | 3,702 | 648 | 1,449 | 614 | 5.3194 | 313,700 | <1H OCEAN |
-117.87 | 33.64 | 26 | 3,521 | 455 | 1,336 | 451 | 10.2849 | 500,001 | <1H OCEAN |
-119.64 | 36.33 | 41 | 3,095 | 766 | 1,852 | 721 | 1.4524 | 51,700 | INLAND |
-122.08 | 40.09 | 19 | 2,611 | 503 | 1,185 | 483 | 2.3657 | 94,000 | INLAND |
-121.51 | 38.54 | 34 | 2,815 | 479 | 1,075 | 471 | 3.9792 | 164,800 | INLAND |
-118.14 | 34.04 | 43 | 1,949 | 464 | 1,216 | 457 | 3.3214 | 209,300 | <1H OCEAN |
-122.26 | 38.13 | 28 | 3,072 | 790 | 1,375 | 705 | 1.6368 | 91,200 | NEAR BAY |
-120.9 | 37.66 | 19 | 3,377 | 669 | 2,426 | 663 | 2.9783 | 82,500 | INLAND |
-117.8 | 33.74 | 30 | 3,569 | 551 | 1,540 | 537 | 5.2998 | 247,200 | <1H OCEAN |
-118.31 | 34.06 | 34 | 2,470 | 1,197 | 2,326 | 1,055 | 1.9038 | 325,000 | <1H OCEAN |
-118.24 | 33.96 | 37 | 1,602 | 388 | 1,553 | 342 | 2.0655 | 93,400 | <1H OCEAN |
-123.32 | 40.43 | 15 | 661 | 146 | 131 | 57 | 0.4999 | 56,700 | INLAND |
-118.13 | 33.91 | 36 | 1,967 | 316 | 910 | 306 | 4.4948 | 190,600 | <1H OCEAN |
-121.96 | 37.27 | 22 | 6,114 | 1,211 | 2,983 | 1,163 | 5.2533 | 269,100 | <1H OCEAN |
-121.3 | 38.75 | 36 | 3,903 | 885 | 2,313 | 804 | 2.655 | 86,300 | INLAND |
-122.41 | 37.72 | 32 | 1,650 | 316 | 904 | 295 | 4.0583 | 236,200 | NEAR BAY |
-118.33 | 34.19 | 45 | 1,505 | 347 | 799 | 319 | 3.138 | 217,000 | <1H OCEAN |
-122.01 | 37.18 | 37 | 3,852 | 652 | 1,534 | 567 | 5.8596 | 318,700 | <1H OCEAN |
-122.44 | 37.76 | 52 | 1,968 | 472 | 784 | 430 | 3.3702 | 370,000 | NEAR BAY |
-118.37 | 33.92 | 40 | 928 | 187 | 521 | 185 | 5.5255 | 242,700 | <1H OCEAN |
-117.12 | 32.76 | 28 | 1,605 | 501 | 936 | 460 | 2.5991 | 147,500 | NEAR OCEAN |
-117.74 | 34.08 | 35 | 1,613 | 298 | 911 | 293 | 3.4398 | 134,300 | INLAND |
-118.98 | 37.64 | 17 | 3,769 | 908 | 1,160 | 453 | 3.05 | 188,900 | INLAND |
-119.65 | 37.09 | 17 | 1,280 | 254 | 707 | 267 | 3.55 | 106,300 | INLAND |
-118.19 | 34.08 | 38 | 1,241 | 298 | 1,055 | 263 | 2.3409 | 115,500 | <1H OCEAN |
-117.18 | 33.16 | 15 | 5,923 | 1,206 | 3,943 | 1,006 | 3.1793 | 159,900 | <1H OCEAN |
-118.11 | 33.88 | 19 | 3,203 | 708 | 1,761 | 667 | 4.0911 | 239,700 | <1H OCEAN |
-118.32 | 34.09 | 32 | 563 | 191 | 626 | 185 | 2.0341 | 250,000 | <1H OCEAN |
-117.98 | 34.53 | 13 | 2,815 | 535 | 1,492 | 491 | 4.0945 | 135,700 | INLAND |
-120.48 | 37.34 | 8 | 6,146 | 1,017 | 2,821 | 987 | 4.67 | 127,600 | INLAND |
-117.62 | 34.09 | 26 | 3,271 | 595 | 2,259 | 566 | 4.0139 | 132,000 | INLAND |
-118.12 | 33.97 | 35 | 708 | 145 | 471 | 153 | 3.2 | 197,400 | <1H OCEAN |
-117.25 | 33.21 | 13 | 1,203 | 292 | 1,035 | 293 | 2.6339 | 117,000 | <1H OCEAN |
-121.62 | 39.15 | 23 | 1,984 | 528 | 1,043 | 452 | 1.9375 | 65,300 | INLAND |
-122.25 | 37.81 | 52 | 1,758 | 460 | 686 | 422 | 3.1691 | 259,400 | NEAR BAY |
-122.42 | 37.8 | 52 | 2,657 | 772 | 1,014 | 685 | 4.038 | 500,001 | NEAR BAY |
-118.48 | 34.47 | 36 | 84 | 12 | 29 | 17 | 3.375 | 187,500 | <1H OCEAN |
-120.35 | 37.86 | 25 | 287 | 57 | 118 | 50 | 2.3056 | 162,500 | INLAND |
-121.91 | 37.28 | 29 | 5,650 | 817 | 2,098 | 813 | 6.4285 | 337,300 | <1H OCEAN |
-122.23 | 37.82 | 52 | 1,611 | 203 | 556 | 179 | 8.7477 | 500,001 | NEAR BAY |
-122.41 | 37.66 | 37 | 694 | 188 | 658 | 225 | 4.6103 | 237,500 | NEAR OCEAN |
-118.43 | 34.18 | 31 | 2,417 | 510 | 1,102 | 507 | 3.8906 | 282,200 | <1H OCEAN |
-118.19 | 33.78 | 31 | 1,648 | 484 | 898 | 457 | 1.5844 | 162,500 | NEAR OCEAN |
-119.64 | 37.31 | 15 | 2,654 | 530 | 1,267 | 489 | 2.8393 | 104,400 | INLAND |
-117.32 | 33.15 | 15 | 13,245 | 2,212 | 5,495 | 2,060 | 5.4904 | 262,100 | NEAR OCEAN |
-122.33 | 37.39 | 52 | 573 | 102 | 232 | 92 | 6.2263 | 500,001 | NEAR OCEAN |
-117.93 | 33.62 | 37 | 2,204 | 428 | 807 | 410 | 7.0516 | 500,001 | <1H OCEAN |
-121.92 | 37.3 | 35 | 1,335 | 296 | 635 | 296 | 3.6053 | 345,800 | <1H OCEAN |
-116.75 | 32.85 | 17 | 4,863 | 845 | 2,266 | 769 | 4.2321 | 217,400 | <1H OCEAN |
-121.2 | 37.97 | 39 | 440 | 83 | 270 | 97 | 6.0582 | 157,700 | INLAND |
-122.01 | 36.91 | 19 | 691 | 191 | 324 | 167 | 3.1312 | 388,500 | NEAR OCEAN |
-118.13 | 33.79 | 29 | 2,937 | 524 | 1,132 | 528 | 4.6133 | 500,001 | NEAR OCEAN |
-121.54 | 39.5 | 38 | 1,438 | 310 | 779 | 275 | 1.3289 | 39,400 | INLAND |
-117.21 | 34.14 | 16 | 1,613 | 245 | 811 | 267 | 5.2591 | 140,700 | INLAND |
-117.15 | 34.06 | 25 | 3,670 | 644 | 1,815 | 634 | 4.0658 | 127,400 | INLAND |
-117.29 | 33.2 | 16 | 2,150 | 461 | 1,428 | 407 | 2.4754 | 157,300 | NEAR OCEAN |
-121.98 | 38.34 | 18 | 3,876 | 916 | 2,386 | 867 | 2.5938 | 129,500 | INLAND |
-118.39 | 34.08 | 52 | 1,244 | 304 | 444 | 282 | 3.5114 | 430,800 | <1H OCEAN |
-120.67 | 35.29 | 44 | 2,236 | 411 | 1,036 | 437 | 3.0833 | 219,300 | NEAR OCEAN |
-118.09 | 33.92 | 33 | 879 | 181 | 547 | 169 | 5.3146 | 168,600 | <1H OCEAN |
-117.88 | 33.83 | 22 | 3,522 | 543 | 1,706 | 524 | 6.4685 | 241,200 | <1H OCEAN |
-117.98 | 34.05 | 35 | 2,342 | 426 | 2,176 | 416 | 3.7454 | 156,900 | <1H OCEAN |
-121.49 | 38.5 | 30 | 1,715 | 271 | 842 | 263 | 3.0313 | 87,900 | INLAND |
-121.85 | 36.59 | 42 | 891 | 203 | 525 | 212 | 3.3156 | 186,300 | <1H OCEAN |
-118.2 | 33.81 | 46 | 1,388 | 254 | 742 | 241 | 4.6458 | 212,100 | NEAR OCEAN |
-117.88 | 34.14 | 32 | 1,764 | 365 | 924 | 329 | 3.875 | 186,700 | INLAND |
-118.38 | 34.21 | 42 | 715 | 145 | 730 | 158 | 3.8 | 169,500 | <1H OCEAN |
-117.8 | 34.1 | 17 | 5,153 | 1,164 | 2,949 | 1,083 | 3.5603 | 174,600 | INLAND |
-122.06 | 37.88 | 34 | 4,781 | 703 | 1,879 | 714 | 6.5378 | 340,900 | NEAR BAY |
-117.99 | 34.14 | 30 | 2,346 | null | 1,988 | 474 | 2.5625 | 153,000 | INLAND |
-117.58 | 33.6 | 5 | 5,348 | 659 | 1,862 | 555 | 11.0567 | 495,400 | <1H OCEAN |
-118.3 | 34.05 | 46 | 1,386 | 457 | 1,845 | 485 | 2.1414 | 157,700 | <1H OCEAN |
-118.32 | 34.07 | 52 | 2,980 | 366 | 967 | 359 | 11.2185 | 500,001 | <1H OCEAN |
-118.13 | 33.94 | 34 | 522 | 138 | 373 | 139 | 3.5481 | 265,000 | <1H OCEAN |
-121.2 | 37.6 | 30 | 2,110 | 406 | 1,301 | 345 | 2.3173 | 86,500 | INLAND |
-122.09 | 37.39 | 30 | 1,722 | 490 | 1,057 | 517 | 3.725 | 261,300 | NEAR BAY |
-122.2 | 37.47 | 37 | 1,053 | 266 | 939 | 267 | 3.1989 | 320,800 | NEAR BAY |
-122.14 | 37.88 | 34 | 6,986 | 1,096 | 2,865 | 1,124 | 6.2275 | 394,400 | NEAR BAY |
-118.3 | 34.19 | 52 | 1,704 | 277 | 746 | 262 | 4.7986 | 326,100 | <1H OCEAN |
-118.2 | 34.13 | 50 | 2,929 | 588 | 1,931 | 574 | 3.3438 | 173,600 | <1H OCEAN |
-121.04 | 37.68 | 28 | 1,909 | 398 | 1,140 | 380 | 2.3783 | 81,400 | INLAND |
-122.79 | 38.5 | 18 | 4,839 | 918 | 2,755 | 841 | 3.75 | 248,300 | <1H OCEAN |
-117.97 | 34.07 | 22 | 1,438 | 364 | 1,325 | 335 | 2.7802 | 162,500 | <1H OCEAN |
-122.41 | 37.8 | 52 | 1,394 | 395 | 1,700 | 400 | 2.75 | 168,800 | NEAR BAY |
-121.44 | 38.61 | 41 | 1,404 | 313 | 765 | 330 | 1.8792 | 63,300 | INLAND |
-122.37 | 37.95 | 32 | 1,298 | 363 | 716 | 268 | 0.9797 | 76,400 | NEAR BAY |
-120.86 | 37.69 | 5 | 6,660 | 1,217 | 3,012 | 1,087 | 3.0809 | 143,600 | INLAND |
-114.59 | 34.83 | 41 | 812 | null | 375 | 158 | 1.7083 | 48,500 | INLAND |
-118.5 | 34.03 | 32 | 6,365 | 1,784 | 2,767 | 1,698 | 3.6451 | 383,300 | <1H OCEAN |
-117.93 | 34.03 | 35 | 2,160 | 399 | 1,694 | 403 | 3.8581 | 163,100 | <1H OCEAN |
-117.98 | 33.75 | 37 | 1,264 | 274 | 783 | 273 | 3.3438 | 199,600 | <1H OCEAN |
-122.31 | 37.56 | 40 | 1,351 | 330 | 701 | 297 | 3.32 | 292,900 | NEAR OCEAN |