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 |
---|---|---|---|---|---|---|---|---|---|
-122.18 | 37.76 | 50 | 1,187 | 261 | 907 | 246 | 1.9479 | 89,500 | NEAR BAY |
-122.18 | 37.76 | 52 | 754 | 175 | 447 | 165 | 3.9063 | 93,800 | NEAR BAY |
-122.18 | 37.76 | 49 | 2,308 | 452 | 1,299 | 451 | 1.8407 | 96,700 | NEAR BAY |
-122.18 | 37.77 | 27 | 909 | 236 | 396 | 157 | 2.0786 | 97,500 | NEAR BAY |
-122.18 | 37.77 | 42 | 1,180 | 257 | 877 | 268 | 2.8125 | 97,300 | NEAR BAY |
-122.18 | 37.76 | 43 | 2,018 | 408 | 1,111 | 367 | 1.8913 | 91,200 | NEAR BAY |
-122.19 | 37.76 | 49 | 1,368 | 282 | 790 | 269 | 1.7056 | 91,400 | NEAR BAY |
-122.18 | 37.77 | 52 | 2,744 | 547 | 1,479 | 554 | 2.2768 | 96,200 | NEAR BAY |
-122.18 | 37.77 | 51 | 2,107 | 471 | 1,173 | 438 | 3.2552 | 120,100 | NEAR BAY |
-122.18 | 37.77 | 52 | 1,748 | 362 | 1,029 | 366 | 2.0556 | 100,000 | NEAR BAY |
-122.19 | 37.76 | 52 | 2,024 | 391 | 1,030 | 350 | 2.4659 | 94,700 | NEAR BAY |
-122.2 | 37.76 | 47 | 1,116 | 259 | 826 | 279 | 1.75 | 85,700 | NEAR BAY |
-122.19 | 37.77 | 41 | 2,036 | 510 | 1,412 | 454 | 2.0469 | 89,300 | NEAR BAY |
-122.19 | 37.77 | 45 | 1,852 | 393 | 1,132 | 349 | 2.7159 | 101,400 | NEAR BAY |
-122.19 | 37.76 | 41 | 921 | 207 | 522 | 159 | 1.2083 | 72,500 | NEAR BAY |
-122.19 | 37.76 | 45 | 995 | 238 | 630 | 237 | 1.925 | 74,100 | NEAR BAY |
-122.2 | 37.75 | 36 | 606 | 132 | 531 | 133 | 1.5809 | 70,000 | NEAR BAY |
-122.2 | 37.76 | 37 | 2,680 | 736 | 1,925 | 667 | 1.4097 | 84,600 | NEAR BAY |
-122.19 | 37.76 | 38 | 1,493 | 370 | 1,144 | 351 | 0.7683 | 81,800 | NEAR BAY |
-122.19 | 37.75 | 19 | 2,207 | 565 | 1,481 | 520 | 1.3194 | 81,400 | NEAR BAY |
-122.19 | 37.75 | 28 | 856 | 189 | 435 | 162 | 0.8012 | 81,800 | NEAR BAY |
-122.19 | 37.76 | 26 | 1,293 | 297 | 984 | 303 | 1.9479 | 85,800 | NEAR BAY |
-122.19 | 37.74 | 36 | 847 | 212 | 567 | 159 | 1.1765 | 87,100 | NEAR BAY |
-122.18 | 37.74 | 42 | 541 | 154 | 380 | 123 | 2.3456 | 83,500 | NEAR BAY |
-122.19 | 37.73 | 44 | 1,066 | 253 | 825 | 244 | 2.1538 | 79,700 | NEAR BAY |
-122.19 | 37.74 | 43 | 707 | 147 | 417 | 155 | 2.5139 | 83,400 | NEAR BAY |
-122.19 | 37.73 | 45 | 1,528 | 291 | 801 | 287 | 1.2625 | 84,700 | NEAR BAY |
-122.18 | 37.73 | 42 | 909 | 215 | 646 | 198 | 2.9063 | 80,000 | NEAR BAY |
-122.18 | 37.73 | 43 | 1,391 | 293 | 855 | 285 | 2.5192 | 76,400 | NEAR BAY |
-122.18 | 37.73 | 44 | 548 | 119 | 435 | 136 | 2.1111 | 79,700 | NEAR BAY |
-122.18 | 37.73 | 42 | 4,074 | 874 | 2,736 | 780 | 2.455 | 82,400 | NEAR BAY |
-122.17 | 37.74 | 41 | 1,613 | 445 | 1,481 | 414 | 2.4028 | 97,700 | NEAR BAY |
-122.17 | 37.74 | 47 | 463 | 134 | 327 | 137 | 2.15 | 97,200 | NEAR BAY |
-122.17 | 37.74 | 43 | 818 | 193 | 494 | 179 | 2.4776 | 101,600 | NEAR BAY |
-122.17 | 37.73 | 43 | 1,473 | 371 | 1,231 | 341 | 2.1587 | 86,500 | NEAR BAY |
-122.18 | 37.74 | 35 | 504 | 126 | 323 | 109 | 1.8438 | 90,500 | NEAR BAY |
-122.17 | 37.74 | 46 | 1,026 | 226 | 749 | 225 | 3.0298 | 107,600 | NEAR BAY |
-122.17 | 37.74 | 46 | 769 | 183 | 693 | 178 | 2.25 | 84,200 | NEAR BAY |
-122.18 | 37.74 | 46 | 2,103 | 391 | 1,339 | 354 | 2.2467 | 88,900 | NEAR BAY |
-122.18 | 37.75 | 45 | 330 | 76 | 282 | 80 | 4.0469 | 80,700 | NEAR BAY |
-122.18 | 37.75 | 46 | 941 | 218 | 621 | 195 | 1.325 | 87,100 | NEAR BAY |
-122.17 | 37.75 | 38 | 992 | null | 732 | 259 | 1.6196 | 85,100 | NEAR BAY |
-122.18 | 37.75 | 45 | 990 | 261 | 901 | 260 | 2.1731 | 82,000 | NEAR BAY |
-122.19 | 37.75 | 36 | 1,126 | 263 | 482 | 150 | 1.9167 | 82,800 | NEAR BAY |
-122.18 | 37.75 | 43 | 1,036 | 233 | 652 | 213 | 2.069 | 84,600 | NEAR BAY |
-122.18 | 37.75 | 36 | 1,047 | 214 | 651 | 166 | 1.712 | 82,100 | NEAR BAY |
-122.17 | 37.76 | 33 | 1,280 | 307 | 999 | 286 | 2.5625 | 89,300 | NEAR BAY |
-122.17 | 37.75 | 43 | 1,587 | 320 | 907 | 306 | 1.9821 | 98,300 | NEAR BAY |
-122.17 | 37.75 | 41 | 1,257 | 271 | 828 | 230 | 2.5043 | 92,300 | NEAR BAY |
-122.17 | 37.75 | 44 | 1,218 | 248 | 763 | 254 | 2.3281 | 88,800 | NEAR BAY |
-122.17 | 37.75 | 48 | 1,751 | 390 | 935 | 349 | 1.4375 | 90,000 | NEAR BAY |
-122.16 | 37.76 | 45 | 2,299 | 514 | 1,437 | 484 | 2.5122 | 95,500 | NEAR BAY |
-122.16 | 37.75 | 38 | 2,457 | 624 | 1,516 | 482 | 1.5625 | 91,700 | NEAR BAY |
-122.17 | 37.75 | 47 | 998 | 211 | 597 | 185 | 3.1587 | 100,400 | NEAR BAY |
-122.17 | 37.76 | 40 | 1,685 | 343 | 949 | 342 | 1.8426 | 94,800 | NEAR BAY |
-122.16 | 37.76 | 46 | 1,827 | 307 | 881 | 302 | 4.6696 | 164,300 | NEAR BAY |
-122.16 | 37.76 | 36 | 2,781 | 574 | 1,438 | 519 | 2.4598 | 155,500 | NEAR BAY |
-122.15 | 37.76 | 39 | 1,823 | 286 | 763 | 270 | 6.0749 | 196,900 | NEAR BAY |
-122.14 | 37.77 | 27 | 2,229 | 365 | 1,297 | 355 | 4.8304 | 279,100 | NEAR BAY |
-122.14 | 37.76 | 34 | 1,513 | 231 | 545 | 211 | 5.5701 | 252,800 | NEAR BAY |
-122.13 | 37.76 | 26 | 3,266 | 491 | 1,222 | 533 | 5.37 | 275,400 | NEAR BAY |
-122.12 | 37.75 | 33 | 1,809 | 261 | 808 | 219 | 6.86 | 250,000 | NEAR BAY |
-122.12 | 37.75 | 28 | 794 | 111 | 329 | 109 | 7.6923 | 329,800 | NEAR BAY |
-122.14 | 37.75 | 36 | 690 | 105 | 299 | 109 | 4.0313 | 195,500 | NEAR BAY |
-122.14 | 37.75 | 33 | 1,334 | 200 | 579 | 202 | 6.8323 | 255,900 | NEAR BAY |
-122.13 | 37.75 | 30 | 414 | 54 | 137 | 50 | 4.975 | 311,100 | NEAR BAY |
-122.13 | 37.75 | 36 | 768 | 93 | 229 | 93 | 5.3602 | 330,000 | NEAR BAY |
-122.13 | 37.74 | 41 | 4,400 | 666 | 1,476 | 648 | 5 | 248,900 | NEAR BAY |
-122.16 | 37.75 | 46 | 954 | 161 | 429 | 154 | 2.925 | 142,900 | NEAR BAY |
-122.15 | 37.75 | 40 | 1,445 | 256 | 849 | 255 | 3.8913 | 126,300 | NEAR BAY |
-122.15 | 37.75 | 44 | 1,938 | 399 | 946 | 331 | 3.225 | 135,800 | NEAR BAY |
-122.15 | 37.74 | 41 | 856 | 178 | 571 | 191 | 3.1458 | 130,600 | NEAR BAY |
-122.16 | 37.75 | 24 | 1,790 | 454 | 1,137 | 386 | 2.537 | 107,900 | NEAR BAY |
-122.16 | 37.75 | 44 | 617 | 131 | 378 | 135 | 2.5568 | 111,100 | NEAR BAY |
-122.15 | 37.74 | 43 | 1,383 | 275 | 853 | 272 | 3.5083 | 122,000 | NEAR BAY |
-122.15 | 37.74 | 49 | 1,325 | 277 | 764 | 282 | 3.3125 | 118,000 | NEAR BAY |
-122.16 | 37.75 | 40 | 1,227 | 294 | 928 | 261 | 1.8235 | 95,200 | NEAR BAY |
-122.16 | 37.75 | 35 | 667 | 140 | 406 | 133 | 3.8047 | 94,300 | NEAR BAY |
-122.17 | 37.74 | 34 | 1,223 | 281 | 824 | 280 | 2.2917 | 92,500 | NEAR BAY |
-122.17 | 37.75 | 37 | 1,379 | 287 | 835 | 259 | 2.4962 | 91,800 | NEAR BAY |
-122.16 | 37.74 | 43 | 1,534 | 300 | 826 | 295 | 4.0417 | 109,400 | NEAR BAY |
-122.16 | 37.74 | 46 | 1,029 | 181 | 567 | 211 | 3.4844 | 129,500 | NEAR BAY |
-122.16 | 37.74 | 52 | 771 | 147 | 355 | 144 | 4.1458 | 143,400 | NEAR BAY |
-122.16 | 37.74 | 47 | 824 | 223 | 533 | 166 | 2.625 | 98,200 | NEAR BAY |
-122.16 | 37.74 | 44 | 1,097 | 239 | 609 | 215 | 2.0227 | 103,100 | NEAR BAY |
-122.29 | 37.9 | 49 | 1,283 | 238 | 576 | 236 | 3.3333 | 276,800 | NEAR BAY |
-122.29 | 37.9 | 52 | 1,604 | 263 | 594 | 286 | 5.338 | 270,900 | NEAR BAY |
-122.29 | 37.89 | 52 | 2,248 | 422 | 870 | 377 | 3.4732 | 246,200 | NEAR BAY |
-122.3 | 37.9 | 38 | 2,263 | 522 | 1,027 | 509 | 3.5125 | 224,200 | NEAR BAY |
-122.29 | 37.89 | 52 | 1,571 | 349 | 693 | 326 | 3.1375 | 229,100 | NEAR BAY |
-122.3 | 37.89 | 46 | 1,520 | 402 | 815 | 375 | 2.8036 | 211,600 | NEAR BAY |
-122.3 | 37.9 | 15 | 5,083 | 1,212 | 2,420 | 1,146 | 4.5824 | 256,100 | NEAR BAY |
-122.3 | 37.89 | 36 | 1,077 | 293 | 518 | 276 | 3.0208 | 206,300 | NEAR BAY |
-122.3 | 37.89 | 52 | 1,248 | 283 | 620 | 275 | 4.0875 | 221,300 | NEAR BAY |
-122.33 | 37.89 | 42 | 1,342 | 291 | 551 | 266 | 4.5268 | 207,400 | NEAR BAY |
-122.34 | 37.88 | 37 | 3,061 | 930 | 2,556 | 924 | 1.7375 | 350,000 | NEAR BAY |
-122.29 | 37.89 | 52 | 3,171 | 698 | 1,498 | 696 | 3.1795 | 218,200 | NEAR BAY |
-122.29 | 37.88 | 50 | 1,211 | 261 | 523 | 227 | 3.8672 | 216,700 | NEAR BAY |
-122.29 | 37.89 | 52 | 979 | 175 | 374 | 153 | 5.1675 | 270,600 | NEAR BAY |
-122.29 | 37.89 | 52 | 2,269 | 380 | 1,004 | 371 | 5.1696 | 261,400 | NEAR BAY |
Subsets and Splits