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
-118.29
34.08
49
649
315
987
329
1.6806
316,700
<1H OCEAN
-119.36
36.21
25
1,170
259
804
257
1.3889
50,200
INLAND
-118.13
34.2
45
1,213
206
529
231
5.6629
234,000
INLAND
-121.46
38.58
52
4,408
807
1,604
777
3.8914
181,600
INLAND
-117.9
33.67
26
2,507
393
1,333
392
6.1601
266,100
<1H OCEAN
-118.43
34.17
37
1,982
331
794
340
5.9275
336,900
<1H OCEAN
-117.85
33.83
26
1,904
292
945
303
5.6784
232,400
<1H OCEAN
-118.13
33.93
34
2,122
517
1,578
488
3.1496
191,900
<1H OCEAN
-118.5
34.03
52
1,711
245
671
242
7.7572
500,001
<1H OCEAN
-117.1
32.68
47
1,044
274
1,003
280
1.7802
97,800
NEAR OCEAN
-116.14
34.45
12
8,796
1,721
11,139
1,680
2.2612
137,500
INLAND
-118.05
33.95
33
1,954
390
1,600
376
3.6125
170,800
<1H OCEAN
-117.87
34.09
36
1,267
191
640
200
5.2405
220,000
<1H OCEAN
-118.39
34
35
1,465
386
1,104
345
4.056
339,100
<1H OCEAN
-117.12
32.75
37
2,344
546
1,134
513
2.4394
118,300
NEAR OCEAN
-121.41
38.64
38
1,384
287
682
280
1.9167
64,400
INLAND
-122.47
37.71
37
1,046
251
822
239
3.5
224,400
NEAR OCEAN
-120.84
35.32
17
4,197
802
1,656
732
3.526
183,900
NEAR OCEAN
-119.23
34.3
18
1,713
244
690
239
6.9483
404,300
NEAR OCEAN
-118.11
34.17
46
2,837
592
1,453
549
3.1115
234,600
INLAND
-118.13
33.84
35
3,008
674
1,584
671
3.5465
213,200
<1H OCEAN
-117.54
34.47
4
6,712
1,200
3,126
1,026
3.2277
126,500
INLAND
-118.14
33.95
36
1,942
355
891
348
3.6635
282,100
<1H OCEAN
-121.94
37.26
21
3,843
716
1,850
705
4.6758
264,200
<1H OCEAN
-121.91
39.14
45
845
155
343
136
2.125
62,000
INLAND
-120.95
37.66
16
4,478
647
1,990
672
5.1473
188,400
INLAND
-122.5
38.35
25
1,566
352
784
362
3.075
165,100
<1H OCEAN
-116.55
33.84
28
2,992
562
676
346
5.7613
500,001
INLAND
-117.85
33.88
14
4,753
681
2,138
678
7.3658
288,500
<1H OCEAN
-118.55
34.24
21
5,751
1,082
2,230
1,016
4.3458
407,500
<1H OCEAN
-118.15
34.06
28
3,855
922
2,517
874
3.505
204,300
<1H OCEAN
-117.17
32.77
6
3,856
875
1,547
816
4.5481
164,800
NEAR OCEAN
-118.02
33.92
34
2,169
418
1,169
406
3.2222
218,700
<1H OCEAN
-118.41
33.77
22
7,554
991
2,808
946
10.06
500,001
NEAR OCEAN
-117.12
32.77
43
2,167
464
977
461
3.125
192,200
NEAR OCEAN
-122.02
37.98
37
1,474
343
782
331
3.4187
161,700
NEAR BAY
-117.64
34.06
50
637
143
590
147
1.9659
85,700
INLAND
-118.26
33.82
28
5,091
1,074
4,753
1,033
3.6477
117,400
<1H OCEAN
-122.03
38.24
16
1,104
164
495
156
5.4074
157,700
INLAND
-121.81
37.23
19
2,635
427
1,497
410
6.3178
248,000
<1H OCEAN
-122.42
37.81
52
1,314
317
473
250
4.3472
500,001
NEAR BAY
-117.21
32.83
28
3,241
533
1,334
513
4.1806
199,600
NEAR OCEAN
-122.02
37.59
18
1,165
333
855
319
3.6923
213,200
NEAR BAY
-121.82
37.38
32
3,747
665
1,687
649
5.4949
330,800
<1H OCEAN
-122.42
37.74
52
1,540
370
1,136
363
4.3125
243,000
NEAR BAY
-117.97
33.93
35
1,887
328
989
351
4.1321
198,100
<1H OCEAN
-121.36
38.04
9
2,167
370
1,290
351
5.0285
148,200
INLAND
-117.85
33.61
14
4,340
741
1,505
670
7.5674
500,001
<1H OCEAN
-117.59
33.41
17
2,248
448
878
423
5.1298
246,000
NEAR OCEAN
-122.05
37.36
27
2,621
513
1,063
523
3.9848
409,700
<1H OCEAN
-117.11
32.74
25
684
190
665
187
2.4524
90,300
NEAR OCEAN
-117.91
33.82
32
2,696
640
2,330
626
2.9479
184,600
<1H OCEAN
-118.18
34.02
37
2,631
734
3,228
701
2.15
132,200
<1H OCEAN
-120.93
39.9
20
1,511
328
791
320
2.0221
70,900
INLAND
-121.07
39.23
39
2,099
433
929
423
1.9886
113,800
INLAND
-118.26
34.02
41
848
323
1,428
313
1.5603
109,600
<1H OCEAN
-122.61
38.24
17
1,728
271
897
284
3.4896
185,900
<1H OCEAN
-122.27
38.31
44
3,030
589
1,373
582
2.9054
155,200
NEAR BAY
-122.05
37.37
27
3,885
661
1,537
606
6.6085
344,700
<1H OCEAN
-118.24
33.96
30
859
221
912
191
1.9041
105,100
<1H OCEAN
-122.08
37.67
29
493
168
233
152
0.9637
160,000
NEAR BAY
-120.07
37.34
16
1,667
372
762
283
1.75
87,500
INLAND
-118.33
33.86
38
1,059
218
561
205
4
248,600
<1H OCEAN
-122.45
37.71
41
1,578
351
1,159
299
3.9167
243,600
NEAR OCEAN
-118.09
34.09
40
855
208
745
222
3.0125
224,000
<1H OCEAN
-117.94
33.84
28
604
207
615
212
3.6214
182,100
<1H OCEAN
-118.46
34.17
22
6,707
1,737
2,620
1,610
3.1478
273,700
<1H OCEAN
-117.67
33.57
18
1,614
210
692
209
7.9294
280,300
<1H OCEAN
-118.19
34.03
42
2,250
629
2,588
609
1.9719
134,200
<1H OCEAN
-122.45
37.74
52
1,596
276
642
273
4.375
349,500
NEAR BAY
-121.99
38.27
16
4,138
758
1,762
723
3.1979
137,500
INLAND
-121.28
38.71
8
4,053
912
2,033
897
2.8973
117,100
INLAND
-117.13
32.94
15
4,846
825
2,797
823
4.9375
180,400
<1H OCEAN
-122.03
37.83
24
5,948
738
1,997
710
9.8708
500,001
NEAR BAY
-118.27
34.09
48
1,527
295
589
286
4.1667
344,800
<1H OCEAN
-118.42
33.98
3
475
155
236
153
3.6667
450,000
<1H OCEAN
-121.37
38.63
30
5,996
1,018
2,532
1,049
4.6127
151,800
INLAND
-118.26
33.95
38
1,387
346
1,240
355
1.6898
95,100
<1H OCEAN
-118.17
34.06
36
871
201
2,862
181
2.1845
123,800
<1H OCEAN
-118.4
34.15
44
2,515
510
967
484
5.0754
374,500
<1H OCEAN
-117.6
33.87
18
6,450
1,165
3,716
1,113
4.2721
150,300
INLAND
-121.3
38.09
31
335
53
154
55
2.0694
175,000
INLAND
-117.47
33.91
21
3,491
760
1,920
669
2.2241
127,300
INLAND
-121.79
37.66
22
14,701
2,210
6,693
2,232
5.98
245,000
INLAND
-118.44
34.22
41
1,582
399
1,159
378
2.825
168,600
<1H OCEAN
-117.76
33.84
15
3,764
510
1,448
468
8.7124
410,500
<1H OCEAN
-117.75
33.64
9
2,499
492
1,111
542
5.5342
182,300
<1H OCEAN
-121.84
39.73
52
502
100
311
100
1.5481
200,000
INLAND
-118.09
33.93
36
1,585
323
1,205
343
4.5306
183,400
<1H OCEAN
-120.9
37.81
27
4,213
750
2,142
746
3.7031
173,300
INLAND
-117.17
32.78
17
3,845
1,051
3,102
944
2.3658
164,100
NEAR OCEAN
-117.19
34.05
52
1,949
432
767
392
2.5143
117,600
INLAND
-116.99
32.76
21
3,833
595
1,645
589
4.625
273,500
<1H OCEAN
-117.99
33.69
12
2,480
858
1,441
788
1.6705
350,000
<1H OCEAN
-122.31
38.32
33
2,463
421
1,235
465
3.7045
161,500
NEAR BAY
-122.62
38.95
19
2,230
538
832
359
1.6865
58,800
INLAND
-121.34
38.61
20
5,801
1,148
2,586
1,063
3.9063
162,100
INLAND
-117.39
34.11
5
2,987
457
1,821
485
4.8889
138,900
INLAND
-118.48
34.16
32
2,108
309
769
274
8.7172
500,001
<1H OCEAN
-118.38
33.85
28
4,430
928
2,131
885
4.9384
378,100
<1H OCEAN