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
-121.83
37.34
26
1,848
339
1,952
327
4.087
182,500
<1H OCEAN
-118.2
34.03
41
1,292
334
1,150
322
1.925
135,200
<1H OCEAN
-117.83
33.66
15
2,355
438
747
450
6.5356
272,800
<1H OCEAN
-122.44
37.79
52
1,979
359
648
370
5.3124
500,001
NEAR BAY
-117.29
34.49
3
7,689
1,545
3,804
1,399
3.3871
111,800
INLAND
-118.19
33.99
40
1,547
434
1,930
427
3.3869
157,300
<1H OCEAN
-122.15
37.72
47
1,190
251
540
266
3.375
198,300
NEAR BAY
-118.36
34.03
35
1,819
499
1,666
482
1.6452
125,900
<1H OCEAN
-121.09
38.68
15
5,218
711
1,949
659
4.7083
213,300
INLAND
-118.37
33.95
5
6,955
2,062
3,591
1,566
3.111
247,600
<1H OCEAN
-118.48
34
25
4,149
1,067
1,749
1,000
3.9722
450,000
<1H OCEAN
-117.33
34.53
10
3,781
712
2,044
685
3.0943
97,100
INLAND
-118.26
33.79
30
1,291
230
835
215
5.5
181,500
<1H OCEAN
-121.7
39.07
26
2,668
510
1,437
505
3.3125
100,000
INLAND
-119.7
36.8
34
1,768
303
888
314
3.8088
87,700
INLAND
-118.36
34.08
45
2,195
483
1,265
455
3.3864
397,900
<1H OCEAN
-120.62
38.71
10
6,305
1,150
2,597
921
4.0197
132,200
INLAND
-122.31
38.33
26
2,155
339
956
365
4.0132
174,700
NEAR BAY
-118.9
34.41
35
4,431
739
2,304
720
4.2599
209,100
<1H OCEAN
-120.18
34.62
25
1,337
219
671
225
3.1912
226,400
NEAR OCEAN
-120.05
36.97
20
2,029
427
983
401
1.8444
47,100
INLAND
-117.76
33.53
18
3,224
561
1,310
580
8.4614
391,900
<1H OCEAN
-118.39
34.21
14
2,807
868
2,729
803
2.6667
172,400
<1H OCEAN
-122.03
37.05
12
2,010
422
784
407
3.9728
190,900
NEAR OCEAN
-117.24
32.79
25
2,135
691
566
320
2.6902
212,500
NEAR OCEAN
-118.05
33.82
25
1,548
279
732
265
5.123
159,600
<1H OCEAN
-116.89
33.48
14
1,016
219
443
169
2.8071
137,500
INLAND
-120.97
37.84
28
2,368
430
1,231
403
2.883
141,900
INLAND
-121.23
37.82
8
1,289
235
867
239
4.6821
138,500
INLAND
-117.74
34.06
48
2,438
599
1,508
548
2.8983
129,200
INLAND
-118.11
34
24
2,403
590
2,103
547
2.7292
193,800
<1H OCEAN
-118.33
34.04
48
2,437
443
1,400
426
2.628
251,100
<1H OCEAN
-122.11
37.42
32
3,058
595
1,267
540
6.4949
417,800
NEAR BAY
-122.17
37.78
49
893
177
468
181
3.875
140,600
NEAR BAY
-117.03
32.72
37
2,192
455
1,515
446
3.0588
120,600
NEAR OCEAN
-117.24
32.75
41
1,989
514
1,015
489
2.79
226,000
NEAR OCEAN
-117.27
34.11
44
567
134
565
150
1.8281
62,900
INLAND
-118.06
34.08
42
1,988
402
1,239
402
3.2569
201,500
<1H OCEAN
-118.46
34.08
35
3,247
525
1,065
484
7.8426
500,001
<1H OCEAN
-121.77
36.93
24
1,943
447
1,844
461
3.0192
184,300
<1H OCEAN
-116.45
33.8
9
5,534
1,206
2,283
1,008
3.6161
99,100
INLAND
-117.02
32.8
31
2,692
445
1,129
450
4.4583
170,000
<1H OCEAN
-121.79
36.85
28
1,049
235
705
208
2.7321
150,000
NEAR OCEAN
-120.96
37.66
16
4,961
902
2,654
804
4.2823
138,300
INLAND
-122.5
37.97
25
6,526
1,902
5,917
1,812
2.7273
187,500
NEAR BAY
-118.85
34.27
50
187
33
130
35
3.3438
500,001
<1H OCEAN
-121.94
36.98
24
3,010
562
1,360
504
4.2006
290,700
NEAR OCEAN
-116.47
33.94
18
2,233
471
919
388
3.2578
85,200
INLAND
-120.4
37.92
22
1,022
194
517
198
3.625
99,400
INLAND
-122.27
38.32
31
1,267
319
545
297
1.9946
206,800
NEAR BAY
-121.92
36.54
33
5,323
887
1,670
740
3.9792
468,000
NEAR OCEAN
-121.85
38
26
3,364
570
1,806
566
4.2647
133,400
INLAND
-118.81
34.25
4
9,147
1,827
3,950
1,661
5.716
320,800
<1H OCEAN
-121.78
37.33
10
2,829
394
1,510
386
6.68
359,500
<1H OCEAN
-121.35
38.72
2
21,897
3,513
8,652
2,873
4.5432
151,300
INLAND
-118.26
34.06
15
326
123
490
105
1.4886
175,000
<1H OCEAN
-118.12
33.87
43
1,633
355
837
350
3.0405
188,000
<1H OCEAN
-118.98
35.4
36
1,443
273
680
259
2.9821
73,100
INLAND
-117.37
33.19
23
4,104
1,274
4,729
1,187
1.8214
173,800
NEAR OCEAN
-122.17
37.74
41
1,613
445
1,481
414
2.4028
97,700
NEAR BAY
-119.63
36.79
19
1,317
189
517
187
4.526
148,700
INLAND
-122.07
37.86
17
1,102
224
317
208
3.5893
206,300
NEAR BAY
-118.27
34.16
15
5,036
1,299
3,164
1,175
2.9148
238,700
<1H OCEAN
-120.47
37.28
19
1,548
319
1,227
309
1.7756
73,300
INLAND
-120.11
34.66
18
1,348
238
631
247
5.3154
289,400
NEAR OCEAN
-117.25
34.15
22
7,935
1,976
4,523
1,791
2.1465
88,800
INLAND
-119
34.08
17
1,822
438
578
291
5.4346
428,600
NEAR OCEAN
-117.21
32.74
52
1,245
174
468
193
6.9322
334,500
NEAR OCEAN
-122.21
37.76
52
1,420
314
1,085
300
1.7546
80,600
NEAR BAY
-121.41
38.55
14
2,534
705
1,495
583
1.9167
156,300
INLAND
-118.01
34.05
31
1,135
355
1,717
368
2.1602
161,700
<1H OCEAN
-117.1
32.58
27
2,616
591
1,889
577
2.3824
127,600
NEAR OCEAN
-118.75
34.27
26
966
191
690
191
5.1698
188,000
<1H OCEAN
-117.11
32.73
34
1,096
221
574
223
3.8355
126,700
NEAR OCEAN
-122.61
38.25
18
2,915
418
1,340
421
5.2452
204,900
<1H OCEAN
-116.91
32.83
16
5,203
null
2,515
862
4.105
174,400
<1H OCEAN
-120.99
37.66
39
1,748
329
831
302
2.5938
135,600
INLAND
-119.21
34.26
23
2,887
540
1,508
518
3.3452
217,600
NEAR OCEAN
-118.31
34.26
37
1,444
246
624
239
5.76
239,400
<1H OCEAN
-122.19
38.09
8
614
118
278
115
6.3735
166,300
NEAR BAY
-118.34
33.8
25
4,177
832
2,123
789
5.0814
446,800
<1H OCEAN
-117.65
33.65
15
4,713
671
2,197
673
7.5426
294,800
<1H OCEAN
-122.39
40.52
24
2,068
346
951
332
3.9306
85,900
INLAND
-118.19
33.78
29
1,170
369
1,398
373
2.2543
156,300
NEAR OCEAN
-122.14
39.97
27
1,079
222
625
197
3.1319
62,700
INLAND
-118.53
34.44
19
1,285
195
650
193
6.0398
217,800
<1H OCEAN
-118.36
34.15
41
3,545
698
1,221
651
4.3
500,001
<1H OCEAN
-117.65
34.06
41
465
130
349
138
2.0893
112,500
INLAND
-120.97
37.66
19
1,974
393
799
377
3.1286
137,500
INLAND
-122.42
37.75
52
2,163
607
1,447
546
3.3555
275,000
NEAR BAY
-118.45
34.2
18
2,729
800
2,099
742
2.5842
230,800
<1H OCEAN
-122.06
40.02
32
1,435
277
690
254
2.3043
68,400
INLAND
-122.73
38.47
16
1,834
391
994
390
3.7266
156,500
<1H OCEAN
-122.31
37.6
34
3,225
726
1,958
656
3.6811
273,000
NEAR BAY
-122.03
37.61
37
1,383
259
808
241
4.0125
161,400
NEAR BAY
-118.57
34.2
18
7,157
1,869
4,642
1,699
3.1818
208,000
<1H OCEAN
-116.33
33.72
11
12,327
2,000
2,450
1,139
7.4382
353,100
INLAND
-121.96
37.03
17
1,343
203
511
185
4.625
386,400
NEAR OCEAN
-121.91
37.24
30
2,327
419
1,114
372
4.7279
272,000
<1H OCEAN
-122.28
38.31
52
58
18
48
22
1.76
166,700
NEAR BAY