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
-122.29
37.53
41
839
190
419
215
5.012
368,200
NEAR OCEAN
-122.23
39.95
21
2,087
382
888
361
2.207
86,400
INLAND
-121.28
38.03
11
3,585
729
2,769
715
3.0907
94,100
INLAND
-122.42
37.79
52
2,737
1,241
1,761
1,029
1.8068
225,000
NEAR BAY
-122.4
37.61
35
2,084
549
1,077
545
3.1628
318,400
NEAR OCEAN
-117.82
33.81
19
2,556
304
822
260
9.9055
456,900
<1H OCEAN
-117.23
34.12
6
4,464
1,093
2,364
952
2.3848
81,600
INLAND
-121.29
37.93
37
2,488
578
1,854
514
2.551
59,100
INLAND
-117.78
33.86
16
4,390
660
2,146
633
6.1504
266,000
<1H OCEAN
-117.3
34.1
44
589
130
504
137
1.775
63,400
INLAND
-121.31
38.59
35
3,295
560
1,454
536
3.1711
101,900
INLAND
-120.85
37.78
15
3,553
659
1,684
611
3.3169
131,200
INLAND
-122.71
38.46
36
2,175
516
1,087
477
3.0444
167,200
<1H OCEAN
-118.47
34.42
25
3,223
524
1,763
508
5.2887
183,000
<1H OCEAN
-118.18
33.8
30
2,734
758
2,951
691
1.7689
117,600
NEAR OCEAN
-118.34
33.78
25
11,016
1,626
4,168
1,584
8.1782
500,001
NEAR OCEAN
-117.91
33.74
25
4,273
965
2,946
922
2.9926
183,200
<1H OCEAN
-124.05
40.59
32
1,878
340
937
353
3.4408
95,200
<1H OCEAN
-118.12
34.08
36
2,433
585
1,565
563
3.2344
234,900
<1H OCEAN
-118.17
34.05
35
1,256
294
2,990
302
3.1528
121,800
<1H OCEAN
-118.23
33.88
41
1,941
367
1,204
323
3.0417
113,700
<1H OCEAN
-118.29
33.95
31
2,839
792
2,390
729
2
109,800
<1H OCEAN
-117.66
34.02
12
5,616
871
3,019
782
5.5425
202,300
INLAND
-121.26
38.09
35
930
186
525
201
2.0625
155,000
INLAND
-121.37
38.56
27
1,827
509
852
450
2.0901
52,500
INLAND
-118.14
34.17
42
2,757
713
2,112
653
2.7148
166,800
<1H OCEAN
-116.82
34.24
11
5,799
1,527
713
262
2.5147
84,700
INLAND
-120.14
34.59
9
2,536
499
832
385
2.5743
309,800
NEAR OCEAN
-118.19
33.85
49
1,073
260
725
272
3.8026
149,700
NEAR OCEAN
-117.1
32.75
23
1,858
551
1,506
492
1.7446
85,200
NEAR OCEAN
-122.2
37.96
9
6,306
962
2,581
911
6.7741
310,700
NEAR BAY
-122.41
37.77
52
849
276
582
222
3.4671
250,000
NEAR BAY
-121.39
38.43
3
2,696
384
990
316
5.4445
237,600
INLAND
-117.77
33.7
3
3,636
749
1,486
696
5.5464
207,500
<1H OCEAN
-119
35.39
51
1,373
284
648
300
2.8295
72,100
INLAND
-116.88
34.19
38
898
259
106
52
1.6875
225,000
INLAND
-122.55
38.81
7
3,639
637
1,027
421
3.8831
132,100
INLAND
-121.26
36.32
30
146
41
164
40
2.3
206,300
<1H OCEAN
-118.31
33.9
30
2,407
581
1,724
531
3.4792
194,700
<1H OCEAN
-117.62
34.08
30
1,372
235
1,047
225
3.1597
116,300
INLAND
-122.65
38.23
52
1,735
347
712
343
3.1711
200,800
<1H OCEAN
-119.25
35.77
35
1,618
378
1,449
398
1.6786
56,500
INLAND
-120.96
37.77
32
2,262
416
1,156
404
3.8534
157,600
INLAND
-118.05
34.17
45
2,535
455
1,036
437
5.0482
388,900
INLAND
-122.43
37.8
52
1,976
726
1,045
669
3.6893
475,000
NEAR BAY
-121.28
38.68
14
11,442
2,690
6,068
2,435
2.6016
121,200
INLAND
-118.41
33.89
38
4,166
828
1,600
770
6.3861
500,001
<1H OCEAN
-117.35
33.64
23
6,859
1,535
3,405
1,351
2.5395
109,200
<1H OCEAN
-121.95
37.24
32
1,382
239
705
251
6.0957
405,400
<1H OCEAN
-118.52
34.01
25
2,757
738
1,014
633
3.1433
500,001
<1H OCEAN
-121.24
37.96
29
874
217
788
222
1.9187
57,700
INLAND
-122.36
37.95
38
1,042
289
773
248
2.7714
104,700
NEAR BAY
-118.44
34.19
37
1,516
344
983
347
5
243,600
<1H OCEAN
-124.11
40.57
33
1,348
234
573
236
2.4896
74,100
<1H OCEAN
-122.26
40.19
35
2,467
469
1,194
444
2.0425
63,700
INLAND
-118.03
33.92
35
2,108
405
1,243
394
3.6731
167,000
<1H OCEAN
-120.08
36.97
13
3,356
589
1,458
601
3.8257
94,200
INLAND
-122.08
37.34
28
1,643
216
594
205
12.367
500,001
<1H OCEAN
-121.3
38.04
8
2,668
447
1,713
444
4.0156
117,600
INLAND
-122.63
38.23
37
1,966
348
875
381
4.0703
223,800
<1H OCEAN
-118.08
33.84
31
2,906
578
1,806
553
4.8448
194,600
<1H OCEAN
-120.42
34.91
4
6,986
1,217
2,801
1,212
3.2135
212,700
<1H OCEAN
-118.55
34.2
21
2,549
651
1,624
628
3.6905
179,800
<1H OCEAN
-117.09
32.71
12
3,375
945
2,357
808
1.5
106,300
NEAR OCEAN
-118.33
34.15
44
1,321
303
471
301
4.2679
331,800
<1H OCEAN
-117.96
33.69
20
3,123
441
1,319
432
6.091
290,400
<1H OCEAN
-117.77
33.71
4
1,646
321
859
300
5.5631
227,800
<1H OCEAN
-118.38
34.22
32
362
100
348
102
2.2679
150,000
<1H OCEAN
-117.85
33.62
18
729
105
316
108
10.3893
500,001
<1H OCEAN
-119.67
36.74
19
2,788
614
1,365
525
2.7813
120,300
INLAND
-122.14
37.72
39
786
132
288
132
3.5156
218,900
NEAR BAY
-119.82
36.75
41
1,022
209
741
213
2.0781
48,800
INLAND
-118.07
34.12
30
2,201
559
1,194
531
4.1136
279,900
INLAND
-122.31
37.92
43
2,116
407
900
361
4.1587
212,200
NEAR BAY
-121.09
37.67
30
1,653
285
800
291
3.3482
220,000
INLAND
-117.8
33.55
38
1,757
464
821
426
4.1304
433,300
<1H OCEAN
-117.25
32.99
10
4,926
749
1,478
634
7.472
439,900
NEAR OCEAN
-117.79
34.07
34
975
192
870
183
3.7933
116,100
INLAND
-121.42
36.57
13
2,685
621
2,474
573
2.8775
134,100
<1H OCEAN
-117.62
34.03
15
3,942
661
2,240
621
4.8311
176,000
INLAND
-120.42
34.96
14
2,069
343
1,240
338
4.5066
149,800
<1H OCEAN
-118.35
34.05
46
2,149
451
905
443
2.8841
290,800
<1H OCEAN
-122.18
37.75
43
1,036
233
652
213
2.069
84,600
NEAR BAY
-122.45
37.72
46
1,406
235
771
239
4.7143
219,300
NEAR BAY
-117.76
33.72
14
3,011
388
1,359
371
7.9739
368,700
<1H OCEAN
-120.94
37.58
19
1,549
369
770
370
2.0493
99,500
INLAND
-122.27
37.88
52
2,803
930
1,372
876
2.1907
271,400
NEAR BAY
-120.65
36.98
26
1,787
364
1,548
362
1.7188
49,500
INLAND
-122.31
37.56
45
1,685
321
815
314
4.2955
309,700
NEAR OCEAN
-117.26
33.05
14
2,323
373
1,057
372
6.2513
240,900
NEAR OCEAN
-118.34
33.9
36
1,342
259
706
261
4.1776
236,600
<1H OCEAN
-118.27
34.17
52
2,287
295
829
296
7.8383
500,001
<1H OCEAN
-119.16
34.12
17
224
70
147
71
3.6167
280,000
NEAR OCEAN
-117.87
33.75
12
2,782
1,077
1,968
795
0.971
102,500
<1H OCEAN
-116.98
32.75
18
1,519
369
802
347
2.9886
170,800
<1H OCEAN
-122.41
37.79
52
3,610
1,286
1,504
1,047
3.2059
500,001
NEAR BAY
-119.27
35.49
39
2,649
572
1,815
547
2.3533
65,400
INLAND
-118.32
33.98
49
1,412
333
901
328
1.7067
118,600
<1H OCEAN
-122.29
37.87
50
1,829
536
1,129
516
2.6684
185,600
NEAR BAY
-118.05
34.08
25
4,909
1,422
4,983
1,293
2.7254
143,500
<1H OCEAN