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 | 37.91 | 47 | 1,930 | 315 | 692 | 296 | 6.3669 | 315,500 | NEAR BAY |
-118.26 | 34.13 | 37 | 196 | 74 | 194 | 68 | 1.2188 | 218,800 | <1H OCEAN |
-117.35 | 34.01 | 23 | 3,707 | 769 | 1,938 | 658 | 2.725 | 95,300 | INLAND |
-117.08 | 32.75 | 16 | 1,111 | 328 | 930 | 303 | 1.2347 | 128,100 | NEAR OCEAN |
-118.36 | 33.93 | 19 | 3,103 | 918 | 2,033 | 738 | 2.6961 | 212,500 | <1H OCEAN |
-117.27 | 32.85 | 34 | 2,105 | 444 | 780 | 406 | 2.3187 | 488,900 | NEAR OCEAN |
-121.63 | 39.82 | 11 | 3,974 | 727 | 1,610 | 634 | 2.6147 | 107,700 | INLAND |
-117.3 | 34.15 | 38 | 740 | 163 | 332 | 138 | 2.4107 | 88,000 | INLAND |
-118.27 | 34.03 | 51 | 1,280 | 422 | 1,560 | 381 | 1.7115 | 125,000 | <1H OCEAN |
-121.95 | 37.39 | 24 | 5,230 | 934 | 3,795 | 970 | 5.4228 | 264,100 | <1H OCEAN |
-119.78 | 36.27 | 29 | 1,871 | 315 | 1,066 | 309 | 4.5714 | 100,800 | INLAND |
-118.05 | 33.9 | 41 | 550 | 129 | 642 | 125 | 1.875 | 119,900 | <1H OCEAN |
-121.3 | 38.64 | 20 | 5,001 | 830 | 2,330 | 830 | 4.0833 | 160,000 | INLAND |
-122.2 | 37.76 | 37 | 2,680 | 736 | 1,925 | 667 | 1.4097 | 84,600 | NEAR BAY |
-117.93 | 33.76 | 21 | 2,884 | 662 | 2,613 | 645 | 4.05 | 177,900 | <1H OCEAN |
-117.99 | 33.8 | 18 | 383 | 94 | 487 | 98 | 3.975 | 162,500 | <1H OCEAN |
-118.05 | 34.16 | 36 | 3,908 | 732 | 1,688 | 725 | 4.5625 | 376,800 | INLAND |
-121.42 | 38.62 | 33 | 3,171 | 832 | 1,591 | 695 | 2.0786 | 88,600 | INLAND |
-122.69 | 38.36 | 6 | 5,496 | 1,374 | 2,502 | 1,189 | 2.4827 | 177,500 | <1H OCEAN |
-122.3 | 37.9 | 41 | 2,053 | 435 | 873 | 415 | 3.4091 | 223,000 | NEAR BAY |
-119.8 | 36.75 | 46 | 2,625 | 593 | 1,368 | 551 | 1.5273 | 59,000 | INLAND |
-117.73 | 33.53 | 3 | 6,388 | 920 | 2,129 | 819 | 7.8915 | 420,600 | <1H OCEAN |
-122.29 | 38.31 | 25 | 4,927 | 1,005 | 2,756 | 998 | 2.7325 | 162,900 | NEAR BAY |
-118.23 | 34.21 | 38 | 1,399 | 390 | 859 | 386 | 3.4148 | 234,800 | <1H OCEAN |
-118.04 | 34.12 | 30 | 2,170 | 318 | 984 | 309 | 5.6916 | 500,001 | INLAND |
-117.81 | 33.64 | 4 | 1,741 | 225 | 811 | 233 | 12.3411 | 500,001 | <1H OCEAN |
-118.21 | 34.65 | 17 | 4,001 | 814 | 2,313 | 756 | 3.0441 | 140,100 | INLAND |
-121.75 | 36.92 | 46 | 1,362 | 321 | 1,068 | 305 | 2.4615 | 177,800 | <1H OCEAN |
-121.64 | 39.11 | 18 | 3,212 | 542 | 1,817 | 508 | 3.3793 | 92,900 | INLAND |
-121.32 | 38.89 | 9 | 5,927 | 1,269 | 3,369 | 1,176 | 2.8194 | 111,300 | INLAND |
-117.75 | 34.05 | 37 | 378 | 92 | 503 | 103 | 2.1908 | 94,600 | INLAND |
-118.9 | 34.3 | 13 | 5,591 | 1,013 | 3,188 | 971 | 5.5925 | 208,600 | <1H OCEAN |
-118.37 | 34.13 | 28 | 4,287 | 627 | 1,498 | 615 | 8.5677 | 500,001 | <1H OCEAN |
-122.43 | 37.81 | 39 | 3,275 | 837 | 1,137 | 725 | 3.7679 | 500,001 | NEAR BAY |
-118.47 | 33.99 | 37 | 2,155 | 721 | 1,082 | 637 | 3.4071 | 267,500 | <1H OCEAN |
-119.82 | 36.79 | 18 | 5,822 | 1,439 | 3,415 | 1,224 | 1.6854 | 64,700 | INLAND |
-120.01 | 38.89 | 24 | 1,669 | 422 | 589 | 281 | 3.0089 | 100,800 | INLAND |
-117.89 | 33.99 | 22 | 3,272 | 618 | 1,784 | 591 | 4.0324 | 211,300 | <1H OCEAN |
-117.11 | 32.75 | 11 | 1,607 | 478 | 1,384 | 450 | 2.05 | 100,000 | NEAR OCEAN |
-122.18 | 37.81 | 30 | 292 | 38 | 126 | 52 | 6.3624 | 483,300 | NEAR BAY |
-118.24 | 33.92 | 42 | 328 | 100 | 605 | 87 | 2.4464 | 97,400 | <1H OCEAN |
-117.91 | 34.04 | 15 | 8,749 | 1,761 | 5,278 | 1,691 | 4.6324 | 168,800 | <1H OCEAN |
-118.33 | 34.03 | 33 | 2,314 | 624 | 1,714 | 582 | 1.7377 | 183,900 | <1H OCEAN |
-120.47 | 34.65 | 31 | 1,438 | 320 | 816 | 270 | 2.4583 | 128,100 | NEAR OCEAN |
-117.15 | 32.74 | 43 | 2,383 | 607 | 962 | 587 | 2.2578 | 263,600 | NEAR OCEAN |
-116.95 | 32.81 | 31 | 1,277 | 293 | 698 | 237 | 3.1106 | 147,700 | <1H OCEAN |
-124.11 | 40.93 | 25 | 2,392 | 474 | 1,298 | 461 | 3.5076 | 73,600 | NEAR OCEAN |
-117.85 | 34.14 | 35 | 1,582 | 248 | 654 | 221 | 4.9091 | 275,000 | INLAND |
-122.17 | 37.74 | 43 | 818 | 193 | 494 | 179 | 2.4776 | 101,600 | NEAR BAY |
-118.04 | 34.04 | 35 | 1,734 | 363 | 1,527 | 344 | 3 | 160,600 | <1H OCEAN |
-118.66 | 34.19 | 23 | 7,544 | 1,031 | 3,221 | 1,043 | 7.642 | 374,900 | <1H OCEAN |
-121.84 | 37.34 | 33 | 1,019 | 191 | 938 | 215 | 4.0929 | 165,000 | <1H OCEAN |
-115.58 | 32.79 | 14 | 1,687 | 507 | 762 | 451 | 1.6635 | 64,400 | INLAND |
-117.42 | 33.94 | 26 | 2,420 | 532 | 1,383 | 469 | 3.5403 | 113,500 | INLAND |
-117.99 | 33.79 | 21 | 2,695 | 707 | 1,888 | 683 | 3.2857 | 213,300 | <1H OCEAN |
-122.04 | 37.96 | 20 | 1,143 | 346 | 578 | 298 | 2.2411 | 151,800 | NEAR BAY |
-119.79 | 36.78 | 41 | 2,227 | 462 | 1,129 | 415 | 2.319 | 59,100 | INLAND |
-118.48 | 34.25 | 36 | 1,951 | 395 | 1,040 | 375 | 5.1619 | 195,300 | <1H OCEAN |
-117.09 | 32.91 | 16 | 2,005 | 266 | 827 | 270 | 7.0546 | 282,200 | <1H OCEAN |
-117.42 | 34.1 | 18 | 3,977 | 809 | 2,231 | 742 | 4.1399 | 115,400 | INLAND |
-117.98 | 33.76 | 29 | 1,518 | 312 | 1,086 | 317 | 4.32 | 196,900 | <1H OCEAN |
-118.11 | 33.95 | 34 | 1,723 | 279 | 617 | 252 | 6.7501 | 400,000 | <1H OCEAN |
-121.82 | 37.37 | 42 | 2,913 | 577 | 1,873 | 580 | 3.7214 | 167,900 | <1H OCEAN |
-118.42 | 34.06 | 52 | 1,881 | 334 | 640 | 321 | 6.871 | 500,001 | <1H OCEAN |
-117.89 | 33.76 | 36 | 2,656 | 572 | 2,370 | 571 | 3.8056 | 177,200 | <1H OCEAN |
-122.83 | 38.98 | 17 | 1,383 | 347 | 719 | 296 | 1.6164 | 77,800 | INLAND |
-118.07 | 34.17 | 35 | 2,142 | 373 | 986 | 374 | 5.7051 | 326,000 | INLAND |
-118.39 | 33.88 | 35 | 1,267 | 216 | 521 | 191 | 6.0441 | 470,000 | <1H OCEAN |
-118.49 | 34.02 | 28 | 1,394 | 582 | 716 | 543 | 1.5132 | 450,000 | <1H OCEAN |
-120.02 | 38.92 | 24 | 1,194 | 246 | 414 | 151 | 3.2396 | 101,900 | INLAND |
-118.03 | 34.08 | 37 | 775 | 179 | 726 | 183 | 3.25 | 159,200 | INLAND |
-118.35 | 33.82 | 28 | 7,591 | 1,710 | 3,420 | 1,635 | 4.0708 | 328,900 | <1H OCEAN |
-117.89 | 33.61 | 44 | 2,126 | 423 | 745 | 332 | 5.1923 | 500,001 | <1H OCEAN |
-118.15 | 33.85 | 36 | 1,435 | 249 | 606 | 234 | 4.1439 | 212,600 | <1H OCEAN |
-117.29 | 33.97 | 4 | 18,767 | 3,032 | 8,805 | 2,723 | 4.6667 | 160,600 | INLAND |
-118.24 | 34.22 | 41 | 2,476 | 506 | 1,271 | 485 | 3.4531 | 263,900 | <1H OCEAN |
-118.18 | 34.1 | 10 | 1,940 | 445 | 763 | 412 | 4.975 | 166,700 | <1H OCEAN |
-118 | 33.71 | 19 | 4,808 | 1,029 | 2,422 | 971 | 4.0121 | 279,700 | <1H OCEAN |
-118.39 | 34.17 | 26 | 3,345 | 818 | 1,599 | 773 | 3.3516 | 241,500 | <1H OCEAN |
-121.98 | 38.34 | 13 | 3,616 | 672 | 2,022 | 652 | 4.0536 | 134,800 | INLAND |
-122.08 | 37.38 | 36 | 782 | 130 | 348 | 128 | 6.828 | 383,900 | NEAR BAY |
-117.84 | 33.66 | 5 | 665 | 171 | 384 | 171 | 4.5833 | 230,400 | <1H OCEAN |
-122.78 | 38.37 | 21 | 795 | 163 | 414 | 162 | 3.7991 | 175,000 | <1H OCEAN |
-119.8 | 36.29 | 7 | 479 | 84 | 327 | 103 | 5.1728 | 107,500 | INLAND |
-119.56 | 36.08 | 37 | 766 | 189 | 639 | 190 | 1.6607 | 42,100 | INLAND |
-122.4 | 37.73 | 45 | 3,490 | 712 | 2,337 | 781 | 3.4472 | 225,400 | NEAR BAY |
-119.81 | 36.78 | 36 | 1,650 | 313 | 660 | 298 | 3 | 79,700 | INLAND |
-121.89 | 37.23 | 20 | 7,754 | 976 | 3,094 | 941 | 8.19 | 361,600 | <1H OCEAN |
-118.3 | 34.07 | 36 | 2,657 | 738 | 2,274 | 723 | 3.425 | 281,700 | <1H OCEAN |
-117.56 | 33.88 | 36 | 838 | 210 | 722 | 180 | 2.4861 | 96,200 | INLAND |
-122.31 | 37.57 | 45 | 1,165 | 236 | 845 | 251 | 4.1875 | 267,300 | NEAR OCEAN |
-119.68 | 36.8 | 7 | 2,855 | 518 | 1,748 | 498 | 4.2066 | 88,400 | INLAND |
-118.08 | 34.04 | 20 | 5,841 | 1,146 | 3,273 | 1,131 | 4.7222 | 185,100 | <1H OCEAN |
-118.13 | 33.85 | 36 | 1,885 | 391 | 1,049 | 405 | 3.55 | 212,800 | <1H OCEAN |
-122.42 | 37.63 | 46 | 66 | 11 | 30 | 12 | 2.375 | 275,000 | NEAR OCEAN |
-117.02 | 32.74 | 30 | 4,205 | 772 | 2,012 | 734 | 3.5 | 144,700 | NEAR OCEAN |
-118.53 | 34.18 | 16 | 7,194 | 1,976 | 3,687 | 1,894 | 3.1887 | 189,300 | <1H OCEAN |
-118.11 | 33.82 | 36 | 1,742 | 340 | 857 | 341 | 4.6875 | 218,200 | <1H OCEAN |
-121.67 | 39.37 | 27 | 2,599 | 502 | 1,241 | 502 | 1.9943 | 86,300 | INLAND |
-122.4 | 40.57 | 23 | 1,321 | 259 | 749 | 222 | 1.655 | 90,100 | INLAND |