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
-122.44
37.73
52
2,838
567
1,411
526
3.8304
261,400
NEAR BAY
-118.25
33.98
44
1,087
335
1,441
310
1.6667
112,500
<1H OCEAN
-120.31
38.02
11
2,366
398
1,046
387
3.8203
139,700
INLAND
-116.37
33.69
7
8,806
1,542
858
448
7.8005
318,100
INLAND
-118.4
34.23
37
1,404
266
889
274
4.0049
190,000
<1H OCEAN
-119.31
36.32
23
2,945
592
1,419
532
2.5733
88,800
INLAND
-119.76
36.73
39
1,553
363
1,449
341
1.4419
45,500
INLAND
-122.31
40.89
18
754
161
247
107
2.2583
78,800
INLAND
-121.85
37.3
19
6,275
1,546
4,312
1,466
2.7768
178,600
<1H OCEAN
-122.48
37.72
45
1,405
338
733
342
4.1116
187,500
NEAR OCEAN
-121.81
37.23
24
2,413
369
1,237
381
6.4328
257,200
<1H OCEAN
-120.97
37.61
16
1,326
375
884
375
1.871
103,900
INLAND
-117.77
33.6
33
247
80
167
70
3.7059
237,500
<1H OCEAN
-120.65
35.12
19
2,949
662
1,425
548
2.9615
178,100
<1H OCEAN
-118.24
34.03
52
142
47
137
45
1.8333
312,500
<1H OCEAN
-122.12
37.48
36
880
177
795
188
3.8194
159,400
NEAR BAY
-121.99
37.26
29
2,718
365
982
339
7.9234
500,001
<1H OCEAN
-123.1
39.15
32
1,143
208
454
188
3.8333
116,100
<1H OCEAN
-117.36
34.54
7
3,940
764
2,140
711
3.0357
91,300
INLAND
-117.97
33.78
35
3,148
597
2,110
587
3.9479
203,800
<1H OCEAN
-122.28
37.91
38
2,501
348
805
329
6.5576
358,500
NEAR BAY
-117.99
34.05
35
1,792
317
1,441
306
3.7917
151,100
<1H OCEAN
-115.73
33.36
19
749
238
476
169
1.7727
50,000
INLAND
-118
34.07
34
1,696
456
1,609
426
2.25
138,500
INLAND
-122.22
40.18
13
3,719
803
1,754
764
2.3517
88,900
INLAND
-118.25
33.97
37
794
210
814
213
2.2917
112,000
<1H OCEAN
-122.43
37.74
52
2,229
498
1,079
472
5.0196
324,300
NEAR BAY
-116.37
33.72
19
6,190
1,355
2,242
1,043
3.0021
152,300
INLAND
-122.04
36.95
36
1,862
364
1,080
364
4.4567
263,800
NEAR OCEAN
-121.37
36.89
21
2,471
473
1,753
451
4.025
293,800
INLAND
-118.37
33.82
36
2,416
394
1,115
386
6.256
366,900
<1H OCEAN
-117.3
34.14
37
1,454
261
761
248
2.3438
88,100
INLAND
-118.17
33.77
37
1,127
327
492
331
2.675
241,700
NEAR OCEAN
-122.45
37.71
46
2,559
506
1,562
498
4.3846
270,600
NEAR OCEAN
-116.25
33.81
24
880
187
507
169
3.4583
67,500
INLAND
-118.46
34.18
27
2,582
719
2,038
718
3.0877
174,200
<1H OCEAN
-118.37
33.77
26
6,339
876
2,540
880
10.1447
500,001
NEAR OCEAN
-118.43
34.28
30
1,384
308
2,054
301
3.0132
142,600
<1H OCEAN
-119.82
34.44
22
2,239
475
1,016
434
4.875
295,400
NEAR OCEAN
-121.98
37.31
34
2,034
359
1,016
375
5.8127
288,300
<1H OCEAN
-122.35
37.56
52
1,659
191
519
201
14.4219
500,001
NEAR OCEAN
-118.44
34.15
44
1,778
251
641
251
10.0549
500,001
<1H OCEAN
-117.65
34.07
52
1,041
252
558
231
1.9236
117,200
INLAND
-118.16
34.6
2
11,008
1,549
4,098
1,367
6.4865
204,400
INLAND
-118.3
33.94
36
2,041
531
1,390
464
2.0114
99,300
<1H OCEAN
-118.06
34.06
28
2,127
625
3,160
620
2.5763
173,900
<1H OCEAN
-118.32
34.06
43
2,808
584
1,654
569
4.125
436,800
<1H OCEAN
-117.35
33.21
24
1,586
262
912
298
4.25
150,300
NEAR OCEAN
-118.35
34.1
26
3,977
1,050
1,720
935
3.358
364,500
<1H OCEAN
-117.9
34.08
32
5,482
1,251
3,426
1,117
3.2943
204,400
<1H OCEAN
-119.87
36.76
34
1,649
323
919
316
2.875
74,500
INLAND
-119.73
34.35
20
1,648
319
905
307
4.375
335,200
NEAR OCEAN
-118.14
34.14
17
3,404
1,011
1,694
949
2.9511
282,300
<1H OCEAN
-119.22
34.34
29
3,128
672
1,815
648
2.9821
175,700
NEAR OCEAN
-122.47
37.78
52
2,951
647
1,448
591
3.1392
422,400
NEAR BAY
-115.84
33.49
20
1,660
379
637
250
2.0347
68,900
INLAND
-119.31
36.63
26
1,874
416
1,834
432
1.6486
55,200
INLAND
-118.44
34.04
31
2,670
662
1,535
631
3.0714
347,800
<1H OCEAN
-119.91
37.23
17
2,171
389
1,042
375
3.625
94,400
INLAND
-120.27
38.29
10
3,486
695
298
124
3.3542
103,800
INLAND
-121.13
37.74
21
2,376
475
1,175
441
3.6016
134,600
INLAND
-116.96
32.87
17
4,713
740
2,531
723
4.8286
158,500
<1H OCEAN
-118.37
33.87
18
2,516
485
1,128
433
5.0114
338,600
<1H OCEAN
-118.19
34.11
38
1,158
309
1,051
322
2.286
169,300
<1H OCEAN
-122.12
37.67
33
3,429
681
1,798
694
3.9395
184,700
NEAR BAY
-121.61
39.77
25
1,612
313
837
303
2.963
89,500
INLAND
-121.92
37.32
39
836
254
704
272
3.5256
192,600
<1H OCEAN
-118.28
33.94
9
456
130
438
114
0.8952
81,300
<1H OCEAN
-118.1
33.88
18
8,046
1,221
4,276
1,228
6.5515
319,600
<1H OCEAN
-118.28
34.05
35
1,627
838
3,013
791
1.5565
152,500
<1H OCEAN
-118.54
34.3
22
4,423
622
1,995
582
8.2159
376,200
<1H OCEAN
-122.44
37.65
38
5,277
1,008
2,695
997
3.9722
276,200
NEAR OCEAN
-118.17
33.77
12
4,409
1,401
3,068
1,262
2.2808
154,700
NEAR OCEAN
-121.95
38.43
19
3,011
551
1,665
535
5.1534
232,800
INLAND
-121.25
38.66
26
3,670
556
1,616
550
5.02
169,600
INLAND
-118.22
33.99
6
1,499
437
1,754
447
4.3164
143,200
<1H OCEAN
-121.53
38.5
17
3,087
477
1,365
495
6.4667
216,800
INLAND
-122.03
37.99
37
1,755
327
882
350
4.59
166,600
NEAR BAY
-120.89
37.33
27
2,692
481
1,518
447
2.0417
94,200
INLAND
-122.74
38.43
11
4,670
1,007
2,430
962
3.0341
142,300
<1H OCEAN
-118.25
33.97
32
879
257
1,057
230
1.6776
114,800
<1H OCEAN
-117.04
32.68
14
1,320
270
943
260
5.0947
152,700
NEAR OCEAN
-122.2
37.48
30
1,170
258
610
243
3.4427
263,500
NEAR BAY
-117.05
32.69
14
1,689
555
1,319
527
3.16
143,800
NEAR OCEAN
-121.86
36.6
31
1,044
285
762
301
3.038
195,300
<1H OCEAN
-118.26
34.17
20
5,949
1,417
2,593
1,337
3.8576
318,600
<1H OCEAN
-122
38.36
34
1,502
282
860
297
3.3438
135,600
INLAND
-120.99
37.8
32
2,564
513
1,198
459
2.9083
113,400
INLAND
-122.42
37.65
39
4,402
894
2,941
887
3.8565
239,800
NEAR OCEAN
-121.81
37.99
18
2,807
445
1,315
437
4.8194
170,400
INLAND
-119.86
36.43
34
1,175
251
683
261
1.7176
58,400
INLAND
-117.87
33.71
13
1,087
340
817
342
3.5326
262,500
<1H OCEAN
-117.15
32.76
37
1,921
502
811
472
2.75
175,000
NEAR OCEAN
-116.43
33.81
8
6,710
1,343
2,069
781
3.5223
115,100
INLAND
-124.21
41.75
20
3,810
787
1,993
721
2.0074
66,900
NEAR OCEAN
-118.39
34.07
45
3,143
553
1,153
564
5.7762
500,001
<1H OCEAN
-124.14
40.59
22
1,665
405
826
382
1.5625
66,800
NEAR OCEAN
-115.59
32.85
20
1,608
274
862
248
4.875
90,800
INLAND
-121.84
37.38
34
762
182
611
193
3.5625
201,800
<1H OCEAN
-118.17
34.1
48
2,514
595
2,484
601
3.1146
142,500
<1H OCEAN