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 |
---|---|---|---|---|---|---|---|---|---|
-122.02 | 37.6 | 32 | 1,295 | 295 | 1,097 | 328 | 3.2386 | 149,600 | NEAR BAY |
-118.31 | 34.08 | 27 | 1,514 | 510 | 1,603 | 518 | 2.8971 | 251,100 | <1H OCEAN |
-118.61 | 34.21 | 34 | 3,494 | 557 | 1,861 | 576 | 5.6407 | 251,500 | <1H OCEAN |
-118.53 | 34.25 | 20 | 6,331 | 1,537 | 2,957 | 1,509 | 3.3892 | 323,100 | <1H OCEAN |
-121.63 | 39.15 | 27 | 336 | 60 | 195 | 68 | 5.3946 | 71,800 | INLAND |
-118.06 | 34.06 | 28 | 1,778 | 605 | 2,184 | 574 | 1.9189 | 165,900 | <1H OCEAN |
-117.12 | 32.66 | 52 | 16 | 4 | 8 | 3 | 1.125 | 60,000 | NEAR OCEAN |
-117.06 | 32.56 | 5 | 2,706 | 925 | 3,148 | 855 | 1.7301 | 125,000 | NEAR OCEAN |
-118.53 | 34.37 | 8 | 3,839 | 852 | 1,342 | 593 | 3.9118 | 333,700 | <1H OCEAN |
-120.85 | 37.78 | 25 | 421 | null | 303 | 106 | 2.2679 | 71,300 | INLAND |
-122.01 | 36.98 | 47 | 2,403 | 517 | 1,144 | 455 | 2.5954 | 229,400 | NEAR OCEAN |
-118.44 | 34.22 | 41 | 1,030 | 214 | 664 | 223 | 3.8083 | 183,800 | <1H OCEAN |
-118.51 | 34.27 | 34 | 3,787 | 771 | 1,966 | 738 | 4.055 | 222,500 | <1H OCEAN |
-119.53 | 37.34 | 26 | 4,047 | 702 | 571 | 199 | 2.3482 | 179,500 | INLAND |
-117.09 | 32.69 | 34 | 1,469 | 267 | 1,031 | 267 | 3.4583 | 112,700 | NEAR OCEAN |
-118.28 | 34.18 | 47 | 2,243 | 339 | 911 | 319 | 7.4046 | 446,800 | <1H OCEAN |
-121.64 | 36.8 | 18 | 5,915 | 1,000 | 2,975 | 975 | 4.5812 | 255,200 | <1H OCEAN |
-118.31 | 33.97 | 52 | 1,595 | 325 | 823 | 302 | 3.2188 | 124,200 | <1H OCEAN |
-118.28 | 34.04 | 19 | 460 | 241 | 890 | 229 | 1.6089 | 162,500 | <1H OCEAN |
-121.87 | 37.22 | 17 | 2,825 | 365 | 1,052 | 345 | 8.0595 | 485,000 | <1H OCEAN |
-122.12 | 37.68 | 35 | 1,958 | 484 | 1,146 | 448 | 2.95 | 148,900 | NEAR BAY |
-122.15 | 37.46 | 30 | 4,198 | 1,244 | 2,678 | 1,147 | 3.6712 | 308,600 | NEAR BAY |
-118.04 | 34.16 | 38 | 1,594 | 249 | 633 | 247 | 5.9582 | 350,700 | INLAND |
-117.18 | 32.68 | 29 | 1,539 | 344 | 556 | 289 | 3.25 | 500,001 | NEAR OCEAN |
-118.46 | 34 | 39 | 4,098 | 1,100 | 2,054 | 1,053 | 2.918 | 345,600 | <1H OCEAN |
-117.67 | 34.03 | 20 | 8,561 | 1,411 | 4,861 | 1,450 | 4.7056 | 165,500 | INLAND |
-118.55 | 34.03 | 35 | 9,075 | 1,858 | 3,646 | 1,724 | 6.0307 | 500,001 | <1H OCEAN |
-121.29 | 38.63 | 24 | 2,868 | 527 | 1,284 | 487 | 3.3182 | 213,000 | INLAND |
-123.01 | 38.8 | 21 | 360 | 96 | 131 | 74 | 3.5156 | 133,300 | <1H OCEAN |
-120.48 | 39.78 | 11 | 513 | 104 | 204 | 86 | 2.375 | 100,000 | INLAND |
-122.39 | 37.73 | 43 | 4,864 | 972 | 3,134 | 959 | 4.3393 | 217,300 | NEAR BAY |
-118.27 | 34.27 | 27 | 5,205 | 859 | 2,363 | 888 | 6.1946 | 276,100 | <1H OCEAN |
-118.26 | 34.07 | 36 | 2,306 | 813 | 2,823 | 765 | 2.0214 | 170,500 | <1H OCEAN |
-122.01 | 38.25 | 11 | 6,550 | 1,149 | 3,570 | 1,123 | 3.8583 | 137,900 | INLAND |
-118.63 | 34.18 | 33 | 5,252 | 760 | 2,041 | 730 | 6.7977 | 389,700 | <1H OCEAN |
-117.28 | 34.15 | 38 | 1,981 | 343 | 796 | 344 | 3.8125 | 97,400 | INLAND |
-118.03 | 33.79 | 32 | 3,191 | 634 | 1,718 | 611 | 4.1548 | 216,600 | <1H OCEAN |
-120.41 | 36.77 | 24 | 1,335 | 312 | 1,180 | 267 | 1.947 | 68,900 | INLAND |
-118.12 | 33.97 | 33 | 3,099 | 839 | 2,025 | 750 | 3.183 | 191,100 | <1H OCEAN |
-120.94 | 39.22 | 12 | 1,321 | 268 | 661 | 232 | 4.0062 | 153,800 | INLAND |
-121.81 | 37.26 | 16 | 1,911 | 327 | 1,158 | 332 | 5.9359 | 249,500 | <1H OCEAN |
-120.67 | 35.5 | 15 | 2,752 | 546 | 1,422 | 545 | 3.2813 | 175,000 | <1H OCEAN |
-121 | 37.62 | 28 | 1,153 | 420 | 1,043 | 357 | 1.0801 | 75,000 | INLAND |
-118.09 | 33.7 | 13 | 4,770 | 969 | 2,261 | 972 | 5.883 | 295,100 | NEAR OCEAN |
-121.49 | 37.94 | 31 | 1,860 | 394 | 1,848 | 293 | 2.2891 | 162,500 | INLAND |
-122.47 | 37.69 | 34 | 1,954 | 357 | 1,130 | 367 | 4.6447 | 304,500 | NEAR OCEAN |
-122.7 | 38.45 | 26 | 2,011 | 557 | 855 | 530 | 1.125 | 233,300 | <1H OCEAN |
-117.58 | 33.65 | 4 | 2,000 | 422 | 833 | 386 | 5.7709 | 190,300 | <1H OCEAN |
-118.17 | 34.05 | 45 | 733 | 178 | 715 | 165 | 2.5962 | 124,100 | <1H OCEAN |
-118.24 | 34.16 | 52 | 2,187 | 284 | 733 | 274 | 9.5823 | 406,200 | <1H OCEAN |
-122.1 | 37.97 | 18 | 4,326 | 655 | 1,753 | 646 | 5.6931 | 269,600 | NEAR BAY |
-118.41 | 34.03 | 24 | 3,711 | 1,192 | 1,764 | 1,147 | 3.1642 | 366,700 | <1H OCEAN |
-117.78 | 33.68 | 19 | 2,500 | 331 | 1,027 | 327 | 6.115 | 315,600 | <1H OCEAN |
-119.26 | 36.5 | 35 | 1,689 | 371 | 1,475 | 329 | 2.5719 | 74,300 | INLAND |
-119.83 | 36.73 | 21 | 1,702 | 358 | 1,347 | 316 | 2.4137 | 62,100 | INLAND |
-121.63 | 38.04 | 25 | 2,019 | 411 | 888 | 326 | 3.2619 | 183,800 | INLAND |
-117.84 | 33.84 | 23 | 6,157 | 1,129 | 2,817 | 1,073 | 5.0629 | 232,600 | <1H OCEAN |
-117.21 | 33.12 | 4 | 3,261 | 689 | 926 | 561 | 4.3672 | 258,900 | NEAR OCEAN |
-117.08 | 32.8 | 32 | 1,587 | 268 | 635 | 249 | 3.375 | 178,100 | NEAR OCEAN |
-124.09 | 40.55 | 24 | 2,978 | 553 | 1,370 | 480 | 2.7644 | 97,300 | <1H OCEAN |
-122.53 | 37.65 | 20 | 4,582 | 1,124 | 2,325 | 1,040 | 4.0556 | 275,000 | NEAR OCEAN |
-121.97 | 37.54 | 31 | 1,949 | 344 | 986 | 322 | 4.6349 | 196,200 | <1H OCEAN |
-122.31 | 37.52 | 35 | 1,817 | 262 | 659 | 262 | 6.8336 | 457,200 | NEAR OCEAN |
-118.42 | 34.24 | 36 | 1,181 | 220 | 775 | 218 | 4.7228 | 183,800 | <1H OCEAN |
-117.29 | 34.14 | 45 | 1,598 | 314 | 771 | 319 | 2.5417 | 82,900 | INLAND |
-117.01 | 32.75 | 34 | 2,105 | 340 | 973 | 357 | 4.3088 | 152,500 | <1H OCEAN |
-124.27 | 40.69 | 36 | 2,349 | 528 | 1,194 | 465 | 2.5179 | 79,000 | NEAR OCEAN |
-117 | 34.87 | 16 | 6,862 | 1,292 | 3,562 | 1,126 | 3.6091 | 87,200 | INLAND |
-118.43 | 34.08 | 46 | 778 | 90 | 238 | 93 | 15.0001 | 500,001 | <1H OCEAN |
-118.32 | 34.19 | 37 | 589 | 119 | 375 | 122 | 3.3897 | 222,700 | <1H OCEAN |
-117.3 | 34.39 | 11 | 3,572 | 592 | 1,876 | 507 | 3.6615 | 105,100 | INLAND |
-118.31 | 34.07 | 20 | 3,264 | 1,248 | 2,919 | 1,191 | 2.3674 | 500,001 | <1H OCEAN |
-118.36 | 34.09 | 28 | 1,111 | 300 | 526 | 294 | 2.6136 | 383,300 | <1H OCEAN |
-118.13 | 34.15 | 28 | 1,119 | 334 | 739 | 323 | 2.5903 | 125,000 | <1H OCEAN |
-120.15 | 39.8 | 19 | 785 | 151 | 366 | 140 | 3.0625 | 82,500 | INLAND |
-118.28 | 33.99 | 52 | 1,283 | 342 | 1,363 | 329 | 2.5848 | 101,900 | <1H OCEAN |
-118.33 | 34 | 47 | 825 | 187 | 416 | 173 | 2.3333 | 133,300 | <1H OCEAN |
-118.31 | 36.94 | 35 | 2,563 | 530 | 861 | 371 | 2.325 | 80,600 | INLAND |
-118.1 | 34.14 | 26 | 6,262 | 1,645 | 3,001 | 1,505 | 3.6572 | 213,200 | <1H OCEAN |
-117.45 | 34.1 | 9 | 4,288 | 1,017 | 3,156 | 900 | 2.7827 | 105,800 | INLAND |
-118.18 | 33.83 | 39 | 3,622 | 745 | 1,330 | 648 | 3.3125 | 425,500 | NEAR OCEAN |
-117.75 | 33.71 | 15 | 2,849 | 537 | 878 | 520 | 3.2841 | 158,300 | <1H OCEAN |
-118.22 | 34.66 | 17 | 3,810 | 662 | 1,867 | 586 | 4.9 | 152,400 | INLAND |
-121.22 | 38.71 | 23 | 1,843 | 273 | 818 | 276 | 4.4695 | 214,700 | INLAND |
-118.08 | 33.99 | 37 | 1,419 | 310 | 1,125 | 296 | 2.5 | 162,000 | <1H OCEAN |
-118.3 | 34.17 | 30 | 48 | 14 | 74 | 16 | 5.0056 | 162,500 | <1H OCEAN |
-116.92 | 32.77 | 16 | 2,770 | 406 | 1,269 | 429 | 6.6783 | 275,000 | <1H OCEAN |
-118.16 | 34.68 | 17 | 2,994 | 832 | 1,571 | 695 | 2.5902 | 85,400 | INLAND |
-117.25 | 33.65 | 10 | 1,652 | 316 | 725 | 233 | 3.5125 | 155,600 | <1H OCEAN |
-118.07 | 33.98 | 41 | 1,478 | 273 | 916 | 281 | 3.9688 | 169,800 | <1H OCEAN |
-118.35 | 34 | 46 | 3,402 | 503 | 1,389 | 504 | 5.3462 | 270,400 | <1H OCEAN |
-117.11 | 32.76 | 21 | 2,226 | 600 | 1,085 | 533 | 2.2604 | 126,300 | NEAR OCEAN |
-118.98 | 35.35 | 21 | 496 | 131 | 511 | 124 | 1.7614 | 33,200 | INLAND |
-124.23 | 40.54 | 52 | 2,694 | 453 | 1,152 | 435 | 3.0806 | 106,700 | NEAR OCEAN |
-118.1 | 33.78 | 35 | 4,466 | 740 | 2,134 | 743 | 5.7389 | 251,800 | <1H OCEAN |
-121.28 | 38.74 | 33 | 4,384 | 778 | 1,775 | 789 | 4.05 | 134,700 | INLAND |
-117.66 | 34.05 | 36 | 2,341 | 520 | 2,138 | 523 | 2.3347 | 104,000 | INLAND |
-118.52 | 34.18 | 34 | 2,307 | 388 | 1,168 | 427 | 4.2143 | 245,400 | <1H OCEAN |
-121.92 | 37.25 | 34 | 2,231 | 360 | 1,035 | 365 | 4.7917 | 243,200 | <1H OCEAN |
-122.08 | 37.63 | 35 | 517 | 108 | 391 | 107 | 4.0682 | 156,900 | NEAR BAY |