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
-122.46
37.66
15
6,082
1,284
3,861
1,198
5.4221
284,700
NEAR OCEAN
-122.25
37.86
52
1,389
191
514
202
7.0897
446,200
NEAR BAY
-117.64
34.08
33
1,987
455
1,369
475
2.4464
122,600
INLAND
-117.53
33.69
6
454
102
213
43
10.9704
483,300
<1H OCEAN
-124.14
40.59
17
2,985
610
1,544
584
2.178
76,800
NEAR OCEAN
-118.14
34.17
52
2,687
600
1,716
544
2.7201
205,700
<1H OCEAN
-117.99
33.78
19
7,399
1,698
3,554
1,593
3.1049
173,900
<1H OCEAN
-122.28
38.34
44
1,066
190
416
174
3.6389
304,000
NEAR BAY
-122.31
37.52
24
2,328
335
969
354
7.7364
435,800
NEAR OCEAN
-117.08
34.03
23
3,862
699
2,082
652
3.154
115,700
INLAND
-119.85
36.97
13
2,872
477
1,607
481
4.475
102,400
INLAND
-120.44
34.93
15
868
244
1,133
253
2.0995
87,500
<1H OCEAN
-118.16
33.78
15
4,798
1,374
3,087
1,212
2.127
163,300
NEAR OCEAN
-116.52
33.97
13
3,921
754
1,902
665
3.3616
89,600
INLAND
-122.26
37.78
52
1,045
239
496
216
2.9213
190,800
NEAR BAY
-117.13
32.58
32
1,870
437
1,142
426
2.3194
159,400
NEAR OCEAN
-117.09
32.77
38
2,065
374
812
343
3.125
216,500
NEAR OCEAN
-118.52
34.39
21
5,477
1,275
3,384
1,222
3.6625
228,100
<1H OCEAN
-118.18
34.12
45
2,397
488
1,569
471
4.21
167,900
<1H OCEAN
-121.89
37.35
47
2,879
631
2,229
606
3.2599
183,100
<1H OCEAN
-121.83
36.62
33
1,771
398
1,037
388
2.7708
161,800
<1H OCEAN
-118.31
34.07
40
2,657
794
2,149
749
2.2653
445,000
<1H OCEAN
-118.34
34.03
47
1,927
561
1,349
508
1.3444
125,000
<1H OCEAN
-121.87
37.35
27
3,500
1,036
3,019
955
2.9222
153,700
<1H OCEAN
-118.1
33.91
35
1,653
325
1,072
301
3.2708
159,700
<1H OCEAN
-117.21
33.19
21
3,765
612
1,722
593
4.8152
218,500
<1H OCEAN
-122.01
37.54
32
2,572
406
1,128
395
5
287,600
NEAR BAY
-119.23
34.42
16
630
117
343
100
5.75
325,000
<1H OCEAN
-121.33
38.61
21
2,453
518
1,326
505
2.7079
148,000
INLAND
-117.04
32.7
7
9,311
1,703
7,302
1,694
4.419
156,900
NEAR OCEAN
-117.8
34.11
25
5,039
821
2,654
802
4.7969
211,700
INLAND
-118.12
33.99
24
1,705
479
2,037
459
2.4219
137,500
<1H OCEAN
-118.72
34.14
7
23,866
4,407
9,873
4,012
5.4032
318,500
NEAR OCEAN
-121.9
37.28
26
3,756
null
1,408
535
5.6427
320,000
<1H OCEAN
-123.41
40.61
17
769
205
301
126
1.7875
55,000
INLAND
-121.01
37.7
12
9,148
1,906
4,656
1,853
3.2447
142,200
INLAND
-117.05
32.58
23
1,918
339
1,392
340
4.087
134,800
NEAR OCEAN
-122.33
37.91
36
1,954
513
1,437
440
1.125
93,800
NEAR BAY
-122.24
38.25
33
213
36
91
33
4.9167
187,500
NEAR BAY
-122.52
37.89
17
4,363
1,041
1,640
989
3.9531
417,600
NEAR BAY
-118.26
34.18
32
14,556
2,077
5,459
2,017
8.1657
500,001
<1H OCEAN
-118.13
34.02
40
2,988
690
2,144
667
2.3359
189,300
<1H OCEAN
-121.6
39.79
18
2,672
533
1,151
532
2.567
102,900
INLAND
-120.19
37.53
25
1,470
341
706
283
1.7614
71,300
INLAND
-117.05
33.03
14
5,180
1,051
1,639
991
4.5
222,200
<1H OCEAN
-117.79
35.21
4
2
2
6
2
2.375
137,500
INLAND
-118.67
34.27
15
3,221
659
1,390
607
3.5313
191,800
<1H OCEAN
-122.22
38.09
47
2,161
440
966
360
2.2734
88,700
NEAR BAY
-119.53
36.61
33
587
170
730
162
1.5625
55,800
INLAND
-118.5
34.02
35
2,914
934
1,334
870
2.9934
350,000
<1H OCEAN
-121.58
39.76
18
1,676
332
733
318
1.7875
103,800
INLAND
-119.79
34.44
25
1,479
314
977
309
4.1797
271,800
NEAR OCEAN
-119.02
35.39
52
191
52
106
49
2.0455
72,500
INLAND
-117.28
34.41
14
2,105
396
960
396
2.9934
118,200
INLAND
-118.2
34.11
36
1,441
534
1,809
500
2.1793
185,700
<1H OCEAN
-117.28
32.77
38
1,267
340
442
250
4.3403
500,000
NEAR OCEAN
-119.21
34.26
26
2,406
411
1,313
391
4.9079
234,100
NEAR OCEAN
-122
38.35
38
1,918
364
745
348
2.5707
126,000
INLAND
-118.13
34.03
31
4,267
1,070
3,176
1,071
3.0212
208,200
<1H OCEAN
-122.49
38.3
14
2,844
602
1,613
544
3.3571
193,600
<1H OCEAN
-118.35
33.89
29
2,940
708
2,175
684
3.6486
229,000
<1H OCEAN
-122.42
37.62
36
1,017
165
407
159
4.8
306,800
NEAR OCEAN
-117.28
33.66
15
4,573
928
2,513
832
2.6949
163,600
<1H OCEAN
-117.25
33.1
14
3,676
720
1,176
614
3.9464
171,900
NEAR OCEAN
-117.97
34.05
33
1,452
268
1,274
278
3.6563
162,700
<1H OCEAN
-118.26
34.01
46
879
253
1,010
221
2.1776
118,300
<1H OCEAN
-118.59
34.2
21
1,789
null
2,300
677
2.754
179,800
<1H OCEAN
-122.96
38.42
50
2,530
524
940
361
2.9375
122,900
<1H OCEAN
-121.73
36.85
22
1,304
278
887
227
3.6607
206,300
<1H OCEAN
-117.85
34.11
25
9,255
1,659
4,944
1,627
4.5708
223,000
INLAND
-117.91
34.1
28
3,694
722
1,999
718
3.2813
181,100
<1H OCEAN
-120
35.91
16
259
53
131
38
3.125
62,500
INLAND
-121.76
36.83
28
1,445
268
1,017
284
3.6693
211,000
<1H OCEAN
-117.96
33.73
22
3,479
455
1,454
488
6.6324
347,600
<1H OCEAN
-117.22
32.74
52
1,283
173
436
190
7.4029
345,700
NEAR OCEAN
-122.72
38.31
26
1,644
294
801
291
4.3906
248,000
<1H OCEAN
-117.96
33.82
32
2,856
622
1,499
601
3.63
183,400
<1H OCEAN
-121.81
37.41
25
2,496
351
1,034
367
7.0544
320,700
<1H OCEAN
-116.88
34.08
52
3,419
777
710
265
3.9028
128,600
INLAND
-119.55
36.52
31
1,986
417
1,042
422
3.0294
70,200
INLAND
-117.14
33.23
11
4,068
829
918
500
3.1272
281,300
<1H OCEAN
-118.3
34.11
52
3,136
675
1,213
606
3.5806
391,900
<1H OCEAN
-118.31
33.97
52
1,629
277
819
288
3.725
142,600
<1H OCEAN
-118.44
34.02
39
3,278
632
1,321
617
6.2917
465,700
<1H OCEAN
-121.02
38.66
4
7,392
1,155
3,096
1,065
4.5246
198,900
INLAND
-117.31
34.14
38
2,011
448
1,190
403
1.8654
89,400
INLAND
-121.38
38.59
36
1,239
237
764
222
3.0156
103,000
INLAND
-122.12
37.68
45
2,179
401
1,159
399
3.4839
180,600
NEAR BAY
-118.39
34.14
19
5,076
1,034
2,021
960
5.5683
309,200
<1H OCEAN
-117.37
33.94
20
1,682
296
706
291
4.0966
140,100
INLAND
-121.18
38.07
21
2,333
377
1,073
332
4.8125
161,100
INLAND
-118.22
33.97
47
1,147
297
1,097
307
2.6384
162,900
<1H OCEAN
-122.08
37.92
28
2,377
469
1,068
435
4.4561
250,000
NEAR BAY
-118.04
34.05
34
1,058
230
1,043
229
3.0536
137,500
<1H OCEAN
-121.65
36.69
21
7,884
2,011
4,907
1,919
2.7367
160,300
<1H OCEAN
-121.56
39.51
46
1,885
385
871
347
1.6352
53,100
INLAND
-117.22
32.75
34
6,001
1,111
2,654
1,072
4.5878
291,000
NEAR OCEAN
-121.99
38.34
13
3,252
610
1,915
631
4.2137
151,700
INLAND
-121.47
38.55
48
1,091
403
926
336
1.1458
65,400
INLAND
-118.1
33.96
38
1,657
335
1,195
309
4.1711
160,100
<1H OCEAN