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 | 37.97 | 10 | 15,259 | 2,275 | 7,266 | 2,338 | 6.0666 | 272,400 | NEAR BAY |
-122.3 | 37.97 | 30 | 4,030 | 772 | 1,777 | 718 | 3.6393 | 184,000 | NEAR BAY |
-122.3 | 37.97 | 34 | 2,854 | 528 | 1,211 | 452 | 3.5353 | 164,700 | NEAR BAY |
-122.29 | 37.97 | 20 | 3,426 | 632 | 1,512 | 580 | 4.4911 | 227,400 | NEAR BAY |
-122.3 | 37.97 | 35 | 1,811 | 377 | 911 | 340 | 3.375 | 149,700 | NEAR BAY |
-122.29 | 37.94 | 20 | 7,578 | 1,426 | 3,637 | 1,362 | 4.4387 | 190,000 | NEAR BAY |
-122.32 | 37.95 | 37 | 1,887 | 353 | 895 | 359 | 4.45 | 196,600 | NEAR BAY |
-122.31 | 37.94 | 38 | 1,794 | 349 | 810 | 335 | 3.8343 | 191,400 | NEAR BAY |
-122.31 | 37.94 | 38 | 2,172 | 403 | 945 | 384 | 4.3958 | 194,200 | NEAR BAY |
-122.32 | 37.95 | 36 | 1,425 | 245 | 573 | 239 | 4.35 | 185,000 | NEAR BAY |
-122.31 | 37.99 | 25 | 6,508 | 1,137 | 3,259 | 1,081 | 4.2348 | 157,800 | NEAR BAY |
-122.3 | 37.98 | 25 | 3,807 | 806 | 1,821 | 792 | 3.6518 | 164,300 | NEAR BAY |
-122.32 | 37.97 | 29 | 2,347 | 464 | 1,135 | 490 | 3.9722 | 161,000 | NEAR BAY |
-122.32 | 38.01 | 26 | 3,054 | 492 | 1,495 | 496 | 4.6944 | 171,100 | NEAR BAY |
-122.33 | 38 | 35 | 3,779 | 711 | 2,493 | 679 | 2.9781 | 109,000 | NEAR BAY |
-122.31 | 38 | 29 | 3,108 | 534 | 1,687 | 516 | 4.3333 | 170,800 | NEAR BAY |
-122.32 | 37.99 | 24 | 4,865 | 968 | 2,315 | 893 | 4.2852 | 173,500 | NEAR BAY |
-122.32 | 38 | 32 | 2,275 | 397 | 1,233 | 418 | 4.0437 | 162,800 | NEAR BAY |
-122.34 | 37.99 | 42 | 1,531 | 326 | 1,271 | 377 | 2.6167 | 85,100 | NEAR BAY |
-122.33 | 37.98 | 3 | 2,850 | 544 | 1,024 | 515 | 6.0115 | 175,000 | NEAR BAY |
-122.33 | 37.99 | 4 | 3,999 | 1,079 | 1,591 | 887 | 3.911 | 112,500 | NEAR BAY |
-122.39 | 38 | 33 | 44 | 6 | 23 | 11 | 4.125 | 212,500 | NEAR BAY |
-122.36 | 37.96 | 39 | 246 | 57 | 316 | 52 | 0.716 | 104,200 | NEAR BAY |
-122.36 | 37.96 | 31 | 1,157 | 276 | 956 | 232 | 1.5347 | 80,400 | NEAR BAY |
-122.36 | 37.95 | 40 | 408 | 102 | 302 | 81 | 1.8333 | 69,800 | NEAR BAY |
-122.37 | 37.95 | 35 | 215 | 45 | 100 | 34 | 1.6023 | 81,300 | NEAR BAY |
-122.37 | 37.95 | 32 | 1,298 | 363 | 716 | 268 | 0.9797 | 76,400 | NEAR BAY |
-122.37 | 37.96 | 37 | 1,572 | 402 | 1,046 | 350 | 0.7403 | 68,600 | NEAR BAY |
-122.41 | 37.98 | 36 | 60 | 15 | 42 | 25 | 1.4583 | 67,500 | NEAR BAY |
-122.34 | 37.98 | 33 | 2,014 | 410 | 1,354 | 427 | 3.9773 | 131,300 | NEAR BAY |
-122.35 | 37.98 | 34 | 3,756 | 726 | 2,237 | 686 | 3.7562 | 132,900 | NEAR BAY |
-122.34 | 37.97 | 19 | 392 | 109 | 287 | 81 | 6.0426 | 110,000 | NEAR BAY |
-122.35 | 37.96 | 32 | 1,991 | 504 | 1,139 | 423 | 2.0353 | 113,600 | NEAR BAY |
-122.35 | 37.97 | 43 | 2,178 | 482 | 1,545 | 471 | 2.5863 | 112,200 | NEAR BAY |
-122.35 | 37.97 | 31 | 2,892 | 685 | 2,104 | 641 | 3.2188 | 113,800 | NEAR BAY |
-122.32 | 37.97 | 33 | 1,595 | 292 | 991 | 300 | 4.6937 | 134,100 | NEAR BAY |
-122.32 | 37.97 | 33 | 1,156 | 190 | 643 | 209 | 4.5 | 156,600 | NEAR BAY |
-122.33 | 37.97 | 19 | 5,151 | 1,335 | 2,548 | 1,165 | 3.3125 | 158,800 | NEAR BAY |
-122.33 | 37.98 | 32 | 1,967 | 348 | 1,144 | 364 | 4.4135 | 150,100 | NEAR BAY |
-122.33 | 37.97 | 45 | 1,982 | 376 | 1,179 | 398 | 3.5463 | 130,800 | NEAR BAY |
-122.34 | 37.97 | 19 | 2,237 | 580 | 1,438 | 551 | 2.3382 | 120,700 | NEAR BAY |
-122.33 | 37.96 | 46 | 1,222 | 236 | 819 | 251 | 3.9118 | 129,400 | NEAR BAY |
-122.35 | 37.96 | 36 | 2,191 | 531 | 1,563 | 524 | 2.5164 | 114,200 | NEAR BAY |
-122.35 | 37.96 | 29 | 1,899 | 524 | 1,357 | 443 | 1.875 | 97,200 | NEAR BAY |
-122.35 | 37.96 | 35 | 1,326 | 346 | 1,023 | 295 | 2.0724 | 97,700 | NEAR BAY |
-122.35 | 37.95 | 31 | 2,449 | 595 | 1,801 | 548 | 2.6328 | 110,300 | NEAR BAY |
-122.35 | 37.96 | 34 | 1,428 | 335 | 1,272 | 319 | 2.5461 | 93,900 | NEAR BAY |
-122.36 | 37.96 | 30 | 950 | 317 | 1,073 | 280 | 1.8664 | 107,800 | NEAR BAY |
-122.32 | 37.96 | 25 | 1,728 | 403 | 934 | 412 | 3.375 | 133,700 | NEAR BAY |
-122.32 | 37.96 | 34 | 2,070 | 357 | 784 | 294 | 4.0417 | 182,800 | NEAR BAY |
-122.32 | 37.95 | 35 | 1,612 | 354 | 887 | 331 | 2.5769 | 146,100 | NEAR BAY |
-122.33 | 37.95 | 22 | 2,099 | 569 | 1,135 | 509 | 2.1915 | 120,800 | NEAR BAY |
-122.34 | 37.96 | 15 | 6,487 | 1,717 | 3,408 | 1,560 | 2.1991 | 133,300 | NEAR BAY |
-122.34 | 37.96 | 33 | 1,817 | 441 | 1,220 | 389 | 2.5382 | 103,600 | NEAR BAY |
-122.32 | 37.94 | 38 | 2,751 | 522 | 1,390 | 489 | 3.7277 | 165,100 | NEAR BAY |
-122.32 | 37.94 | 46 | 1,901 | 295 | 833 | 352 | 5.5196 | 210,800 | NEAR BAY |
-122.32 | 37.93 | 40 | 1,141 | 213 | 434 | 196 | 3.9464 | 186,900 | NEAR BAY |
-122.33 | 37.95 | 42 | 1,627 | 336 | 848 | 316 | 3.7708 | 144,600 | NEAR BAY |
-122.33 | 37.94 | 45 | 1,226 | 279 | 590 | 260 | 2.8833 | 140,400 | NEAR BAY |
-122.33 | 37.94 | 47 | 1,882 | 361 | 797 | 342 | 3.5848 | 140,800 | NEAR BAY |
-122.33 | 37.94 | 43 | 1,876 | 389 | 807 | 377 | 3.1571 | 141,600 | NEAR BAY |
-122.33 | 37.94 | 42 | 1,695 | 345 | 719 | 334 | 3.9417 | 139,100 | NEAR BAY |
-122.33 | 37.94 | 44 | 1,769 | 332 | 828 | 309 | 4.0526 | 150,800 | NEAR BAY |
-122.34 | 37.95 | 45 | 1,128 | 240 | 702 | 270 | 3.6719 | 134,100 | NEAR BAY |
-122.33 | 37.95 | 45 | 1,585 | 329 | 981 | 373 | 3.0313 | 135,800 | NEAR BAY |
-122.33 | 37.95 | 46 | 1,543 | 339 | 777 | 322 | 4.0927 | 142,600 | NEAR BAY |
-122.34 | 37.95 | 44 | 1,675 | 317 | 806 | 311 | 3.0694 | 135,300 | NEAR BAY |
-122.34 | 37.95 | 44 | 1,788 | 368 | 933 | 329 | 2.875 | 133,400 | NEAR BAY |
-122.34 | 37.95 | 39 | 1,986 | 427 | 1,041 | 385 | 3.2333 | 135,100 | NEAR BAY |
-122.34 | 37.95 | 38 | 1,340 | 298 | 766 | 241 | 3.2833 | 111,700 | NEAR BAY |
-122.35 | 37.95 | 45 | 2,142 | 431 | 1,318 | 431 | 3.0737 | 111,600 | NEAR BAY |
-122.35 | 37.95 | 42 | 1,485 | 290 | 971 | 303 | 3.6094 | 114,600 | NEAR BAY |
-122.36 | 37.95 | 38 | 1,042 | 289 | 773 | 248 | 2.7714 | 104,700 | NEAR BAY |
-122.34 | 37.94 | 47 | 2,313 | 433 | 947 | 430 | 3.942 | 143,300 | NEAR BAY |
-122.34 | 37.94 | 44 | 1,917 | 444 | 936 | 435 | 2.7391 | 140,300 | NEAR BAY |
-122.34 | 37.94 | 31 | 1,611 | 455 | 786 | 411 | 1.681 | 145,500 | NEAR BAY |
-122.34 | 37.94 | 42 | 2,206 | 451 | 989 | 444 | 3.125 | 143,900 | NEAR BAY |
-122.35 | 37.94 | 45 | 2,112 | 493 | 1,406 | 452 | 2.3456 | 105,200 | NEAR BAY |
-122.35 | 37.94 | 34 | 1,880 | 459 | 1,358 | 422 | 1.6571 | 105,200 | NEAR BAY |
-122.35 | 37.94 | 47 | 1,275 | 275 | 844 | 273 | 2.8967 | 95,600 | NEAR BAY |
-122.36 | 37.95 | 38 | 1,066 | 248 | 729 | 286 | 1.5139 | 81,700 | NEAR BAY |
-122.36 | 37.94 | 45 | 907 | 188 | 479 | 161 | 3.0862 | 79,000 | NEAR BAY |
-122.36 | 37.94 | 27 | 844 | 249 | 583 | 265 | 0.9687 | 105,800 | NEAR BAY |
-122.36 | 37.94 | 26 | 1,540 | 343 | 1,007 | 338 | 1.3365 | 72,900 | NEAR BAY |
-122.36 | 37.94 | 41 | 2,591 | 585 | 1,638 | 462 | 1.822 | 79,700 | NEAR BAY |
-122.37 | 37.94 | 49 | 969 | 229 | 599 | 195 | 1.3167 | 71,600 | NEAR BAY |
-122.35 | 37.93 | 19 | 1,334 | 366 | 1,048 | 316 | 1.7865 | 88,000 | NEAR BAY |
-122.35 | 37.93 | 28 | 1,995 | 488 | 1,182 | 439 | 2.3352 | 84,300 | NEAR BAY |
-122.36 | 37.94 | 43 | 369 | 107 | 371 | 111 | 1.6 | 79,400 | NEAR BAY |
-122.36 | 37.93 | 17 | 1,258 | 254 | 885 | 229 | 3.05 | 121,600 | NEAR BAY |
-122.37 | 37.94 | 40 | 1,064 | 266 | 912 | 239 | 1.0521 | 69,100 | NEAR BAY |
-122.37 | 37.93 | 45 | 3,150 | 756 | 1,798 | 749 | 1.75 | 37,900 | NEAR BAY |
-122.38 | 37.91 | 18 | 3,507 | 711 | 1,224 | 676 | 5.0524 | 269,800 | NEAR BAY |
-122.42 | 37.93 | 47 | 3,453 | 779 | 1,353 | 728 | 4.016 | 274,500 | NEAR BAY |
-122.41 | 37.94 | 52 | 154 | 33 | 89 | 38 | 3.2875 | 275,000 | NEAR BAY |
-122.34 | 37.93 | 30 | 2,515 | 481 | 1,327 | 428 | 2.1287 | 95,000 | NEAR BAY |
-122.35 | 37.93 | 39 | 2,002 | 416 | 1,166 | 395 | 1.7257 | 91,500 | NEAR BAY |
-122.36 | 37.93 | 44 | 1,891 | 449 | 1,047 | 432 | 1.7727 | 86,100 | NEAR BAY |
-122.36 | 37.93 | 42 | 1,796 | 389 | 1,107 | 372 | 1.9375 | 87,000 | NEAR BAY |
-122.37 | 37.93 | 37 | 709 | 190 | 644 | 174 | 0.8641 | 84,200 | NEAR BAY |
Subsets and Splits