raniabadawi/california-housing-model
Updated
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 |
---|---|---|---|---|---|---|---|---|---|
-122.23 | 37.88 | 41 | 880 | 129 | 322 | 126 | 8.3252 | 452,600 | NEAR BAY |
-122.22 | 37.86 | 21 | 7,099 | 1,106 | 2,401 | 1,138 | 8.3014 | 358,500 | NEAR BAY |
-122.24 | 37.85 | 52 | 1,467 | 190 | 496 | 177 | 7.2574 | 352,100 | NEAR BAY |
-122.25 | 37.85 | 52 | 1,274 | 235 | 558 | 219 | 5.6431 | 341,300 | NEAR BAY |
-122.25 | 37.85 | 52 | 1,627 | 280 | 565 | 259 | 3.8462 | 342,200 | NEAR BAY |
-122.25 | 37.85 | 52 | 919 | 213 | 413 | 193 | 4.0368 | 269,700 | NEAR BAY |
-122.25 | 37.84 | 52 | 2,535 | 489 | 1,094 | 514 | 3.6591 | 299,200 | NEAR BAY |
-122.25 | 37.84 | 52 | 3,104 | 687 | 1,157 | 647 | 3.12 | 241,400 | NEAR BAY |
-122.26 | 37.84 | 42 | 2,555 | 665 | 1,206 | 595 | 2.0804 | 226,700 | NEAR BAY |
-122.25 | 37.84 | 52 | 3,549 | 707 | 1,551 | 714 | 3.6912 | 261,100 | NEAR BAY |
-122.26 | 37.85 | 52 | 2,202 | 434 | 910 | 402 | 3.2031 | 281,500 | NEAR BAY |
-122.26 | 37.85 | 52 | 3,503 | 752 | 1,504 | 734 | 3.2705 | 241,800 | NEAR BAY |
-122.26 | 37.85 | 52 | 2,491 | 474 | 1,098 | 468 | 3.075 | 213,500 | NEAR BAY |
-122.26 | 37.84 | 52 | 696 | 191 | 345 | 174 | 2.6736 | 191,300 | NEAR BAY |
-122.26 | 37.85 | 52 | 2,643 | 626 | 1,212 | 620 | 1.9167 | 159,200 | NEAR BAY |
-122.26 | 37.85 | 50 | 1,120 | 283 | 697 | 264 | 2.125 | 140,000 | NEAR BAY |
-122.27 | 37.85 | 52 | 1,966 | 347 | 793 | 331 | 2.775 | 152,500 | NEAR BAY |
-122.27 | 37.85 | 52 | 1,228 | 293 | 648 | 303 | 2.1202 | 155,500 | NEAR BAY |
-122.26 | 37.84 | 50 | 2,239 | 455 | 990 | 419 | 1.9911 | 158,700 | NEAR BAY |
-122.27 | 37.84 | 52 | 1,503 | 298 | 690 | 275 | 2.6033 | 162,900 | NEAR BAY |
-122.27 | 37.85 | 40 | 751 | 184 | 409 | 166 | 1.3578 | 147,500 | NEAR BAY |
-122.27 | 37.85 | 42 | 1,639 | 367 | 929 | 366 | 1.7135 | 159,800 | NEAR BAY |
-122.27 | 37.84 | 52 | 2,436 | 541 | 1,015 | 478 | 1.725 | 113,900 | NEAR BAY |
-122.27 | 37.84 | 52 | 1,688 | 337 | 853 | 325 | 2.1806 | 99,700 | NEAR BAY |
-122.27 | 37.84 | 52 | 2,224 | 437 | 1,006 | 422 | 2.6 | 132,600 | NEAR BAY |
-122.28 | 37.85 | 41 | 535 | 123 | 317 | 119 | 2.4038 | 107,500 | NEAR BAY |
-122.28 | 37.85 | 49 | 1,130 | 244 | 607 | 239 | 2.4597 | 93,800 | NEAR BAY |
-122.28 | 37.85 | 52 | 1,898 | 421 | 1,102 | 397 | 1.808 | 105,500 | NEAR BAY |
-122.28 | 37.84 | 50 | 2,082 | 492 | 1,131 | 473 | 1.6424 | 108,900 | NEAR BAY |
-122.28 | 37.84 | 52 | 729 | 160 | 395 | 155 | 1.6875 | 132,000 | NEAR BAY |
-122.28 | 37.84 | 49 | 1,916 | 447 | 863 | 378 | 1.9274 | 122,300 | NEAR BAY |
-122.28 | 37.84 | 52 | 2,153 | 481 | 1,168 | 441 | 1.9615 | 115,200 | NEAR BAY |
-122.27 | 37.84 | 48 | 1,922 | 409 | 1,026 | 335 | 1.7969 | 110,400 | NEAR BAY |
-122.27 | 37.83 | 49 | 1,655 | 366 | 754 | 329 | 1.375 | 104,900 | NEAR BAY |
-122.27 | 37.83 | 51 | 2,665 | 574 | 1,258 | 536 | 2.7303 | 109,700 | NEAR BAY |
-122.27 | 37.83 | 49 | 1,215 | 282 | 570 | 264 | 1.4861 | 97,200 | NEAR BAY |
-122.27 | 37.83 | 48 | 1,798 | 432 | 987 | 374 | 1.0972 | 104,500 | NEAR BAY |
-122.28 | 37.83 | 52 | 1,511 | 390 | 901 | 403 | 1.4103 | 103,900 | NEAR BAY |
-122.26 | 37.83 | 52 | 1,470 | 330 | 689 | 309 | 3.48 | 191,400 | NEAR BAY |
-122.26 | 37.83 | 52 | 2,432 | 715 | 1,377 | 696 | 2.5898 | 176,000 | NEAR BAY |
-122.26 | 37.83 | 52 | 1,665 | 419 | 946 | 395 | 2.0978 | 155,400 | NEAR BAY |
-122.26 | 37.83 | 51 | 936 | 311 | 517 | 249 | 1.2852 | 150,000 | NEAR BAY |
-122.26 | 37.84 | 49 | 713 | 202 | 462 | 189 | 1.025 | 118,800 | NEAR BAY |
-122.26 | 37.84 | 52 | 950 | 202 | 467 | 198 | 3.9643 | 188,800 | NEAR BAY |
-122.26 | 37.83 | 52 | 1,443 | 311 | 660 | 292 | 3.0125 | 184,400 | NEAR BAY |
-122.26 | 37.83 | 52 | 1,656 | 420 | 718 | 382 | 2.6768 | 182,300 | NEAR BAY |
-122.26 | 37.83 | 50 | 1,125 | 322 | 616 | 304 | 2.026 | 142,500 | NEAR BAY |
-122.27 | 37.82 | 43 | 1,007 | 312 | 558 | 253 | 1.7348 | 137,500 | NEAR BAY |
-122.26 | 37.82 | 40 | 624 | 195 | 423 | 160 | 0.9506 | 187,500 | NEAR BAY |
-122.27 | 37.82 | 40 | 946 | 375 | 700 | 352 | 1.775 | 112,500 | NEAR BAY |
-122.27 | 37.82 | 21 | 896 | 453 | 735 | 438 | 0.9218 | 171,900 | NEAR BAY |
-122.27 | 37.82 | 43 | 1,868 | 456 | 1,061 | 407 | 1.5045 | 93,800 | NEAR BAY |
-122.27 | 37.82 | 41 | 3,221 | 853 | 1,959 | 720 | 1.1108 | 97,500 | NEAR BAY |
-122.27 | 37.82 | 52 | 1,630 | 456 | 1,162 | 400 | 1.2475 | 104,200 | NEAR BAY |
-122.28 | 37.82 | 52 | 1,170 | 235 | 701 | 233 | 1.6098 | 87,500 | NEAR BAY |
-122.28 | 37.82 | 52 | 945 | 243 | 576 | 220 | 1.4113 | 83,100 | NEAR BAY |
-122.28 | 37.82 | 52 | 1,238 | 288 | 622 | 259 | 1.5057 | 87,500 | NEAR BAY |
-122.28 | 37.82 | 52 | 1,489 | 335 | 728 | 244 | 0.8172 | 85,300 | NEAR BAY |
-122.28 | 37.82 | 52 | 1,387 | 341 | 1,074 | 304 | 1.2171 | 80,300 | NEAR BAY |
-122.29 | 37.82 | 2 | 158 | 43 | 94 | 57 | 2.5625 | 60,000 | NEAR BAY |
-122.29 | 37.83 | 52 | 1,121 | 211 | 554 | 187 | 3.3929 | 75,700 | NEAR BAY |
-122.29 | 37.82 | 49 | 135 | 29 | 86 | 23 | 6.1183 | 75,000 | NEAR BAY |
-122.29 | 37.81 | 50 | 760 | 190 | 377 | 122 | 0.9011 | 86,100 | NEAR BAY |
-122.3 | 37.81 | 52 | 1,224 | 237 | 521 | 159 | 1.191 | 76,100 | NEAR BAY |
-122.3 | 37.81 | 48 | 828 | 182 | 392 | 133 | 2.5938 | 73,500 | NEAR BAY |
-122.3 | 37.81 | 52 | 1,010 | 209 | 604 | 187 | 1.1667 | 78,400 | NEAR BAY |
-122.3 | 37.81 | 48 | 1,455 | 354 | 788 | 332 | 0.8056 | 84,400 | NEAR BAY |
-122.29 | 37.8 | 52 | 1,027 | 244 | 492 | 147 | 2.6094 | 81,300 | NEAR BAY |
-122.3 | 37.81 | 52 | 572 | 109 | 274 | 82 | 1.8516 | 85,000 | NEAR BAY |
-122.29 | 37.81 | 46 | 2,801 | 644 | 1,823 | 611 | 0.9802 | 129,200 | NEAR BAY |
-122.29 | 37.81 | 26 | 768 | 152 | 392 | 127 | 1.7719 | 82,500 | NEAR BAY |
-122.29 | 37.81 | 46 | 935 | 297 | 582 | 277 | 0.7286 | 95,200 | NEAR BAY |
-122.29 | 37.81 | 49 | 844 | 204 | 560 | 152 | 1.75 | 75,000 | NEAR BAY |
-122.29 | 37.81 | 46 | 12 | 4 | 18 | 7 | 0.4999 | 67,500 | NEAR BAY |
-122.29 | 37.81 | 20 | 835 | 161 | 290 | 133 | 2.483 | 137,500 | NEAR BAY |
-122.28 | 37.81 | 17 | 1,237 | 462 | 762 | 439 | 0.9241 | 177,500 | NEAR BAY |
-122.28 | 37.81 | 36 | 2,914 | 562 | 1,236 | 509 | 2.4464 | 102,100 | NEAR BAY |
-122.28 | 37.81 | 19 | 1,207 | 243 | 721 | 207 | 1.1111 | 108,300 | NEAR BAY |
-122.29 | 37.81 | 23 | 1,745 | 374 | 1,054 | 325 | 0.8026 | 112,500 | NEAR BAY |
-122.28 | 37.8 | 38 | 684 | 176 | 344 | 155 | 2.0114 | 131,300 | NEAR BAY |
-122.28 | 37.81 | 17 | 924 | 289 | 609 | 289 | 1.5 | 162,500 | NEAR BAY |
-122.27 | 37.81 | 52 | 210 | 56 | 183 | 56 | 1.1667 | 112,500 | NEAR BAY |
-122.28 | 37.81 | 52 | 340 | 97 | 200 | 87 | 1.5208 | 112,500 | NEAR BAY |
-122.28 | 37.81 | 52 | 386 | 164 | 346 | 155 | 0.8075 | 137,500 | NEAR BAY |
-122.28 | 37.81 | 35 | 948 | 184 | 467 | 169 | 1.8088 | 118,800 | NEAR BAY |
-122.28 | 37.81 | 52 | 773 | 143 | 377 | 115 | 2.4083 | 98,200 | NEAR BAY |
-122.27 | 37.81 | 40 | 880 | 451 | 582 | 380 | 0.977 | 118,800 | NEAR BAY |
-122.27 | 37.81 | 10 | 875 | 348 | 546 | 330 | 0.76 | 162,500 | NEAR BAY |
-122.27 | 37.8 | 10 | 105 | 42 | 125 | 39 | 0.9722 | 137,500 | NEAR BAY |
-122.27 | 37.8 | 52 | 249 | 78 | 396 | 85 | 1.2434 | 500,001 | NEAR BAY |
-122.27 | 37.8 | 16 | 994 | 392 | 800 | 362 | 2.0938 | 162,500 | NEAR BAY |
-122.28 | 37.8 | 52 | 215 | 87 | 904 | 88 | 0.8668 | 137,500 | NEAR BAY |
-122.28 | 37.8 | 52 | 96 | 31 | 191 | 34 | 0.75 | 162,500 | NEAR BAY |
-122.27 | 37.79 | 27 | 1,055 | 347 | 718 | 302 | 2.6354 | 187,500 | NEAR BAY |
-122.27 | 37.8 | 39 | 1,715 | 623 | 1,327 | 467 | 1.8477 | 179,200 | NEAR BAY |
-122.26 | 37.8 | 36 | 5,329 | 2,477 | 3,469 | 2,323 | 2.0096 | 130,000 | NEAR BAY |
-122.26 | 37.82 | 31 | 4,596 | 1,331 | 2,048 | 1,180 | 2.8345 | 183,800 | NEAR BAY |
-122.26 | 37.81 | 29 | 335 | 107 | 202 | 91 | 2.0062 | 125,000 | NEAR BAY |
-122.26 | 37.82 | 22 | 3,682 | 1,270 | 2,024 | 1,250 | 1.2185 | 170,000 | NEAR BAY |
-122.26 | 37.82 | 37 | 3,633 | 1,085 | 1,838 | 980 | 2.6104 | 193,100 | NEAR BAY |