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
-118.44
34.2
17
2,934
950
2,517
889
2.936
232,500
<1H OCEAN
-118.29
34.1
43
1,711
443
1,190
429
3.5172
265,500
<1H OCEAN
-122.68
38.46
19
4,976
711
1,926
625
7.3003
381,300
<1H OCEAN
-121.94
38.38
25
182
48
71
52
1.0208
78,600
INLAND
-122.46
37.59
21
12,902
2,118
6,160
2,082
5.7653
325,800
NEAR OCEAN
-122.37
37.58
34
2,697
313
810
279
12.4291
500,001
NEAR OCEAN
-122.08
37.58
15
2,576
418
1,657
410
5.5218
254,400
NEAR BAY
-122.45
37.76
50
2,518
507
979
516
4.6912
500,001
NEAR BAY
-122.11
39.82
27
1,065
214
508
198
2.625
91,700
INLAND
-121.84
37.27
17
2,795
482
1,904
506
5.0186
250,800
<1H OCEAN
-117.8
33.68
8
2,032
349
862
340
6.9133
274,100
<1H OCEAN
-118.04
34.12
39
2,522
380
1,113
357
5.2249
445,200
INLAND
-121.28
38.17
19
1,337
236
744
225
4.0924
244,200
INLAND
-118.23
34.15
19
2,294
716
1,686
680
3.0288
258,300
<1H OCEAN
-117.62
34.02
16
2,040
325
1,207
324
5.0431
164,100
INLAND
-122.43
37.78
17
2,728
908
1,670
893
1.077
115,000
NEAR BAY
-118.21
33.97
43
1,751
400
1,558
379
3.0313
166,100
<1H OCEAN
-120.81
38.74
29
2,259
482
1,099
463
2.3314
121,600
INLAND
-121.99
37.36
33
2,545
467
1,287
458
5.5
282,200
<1H OCEAN
-122.27
37.87
49
1,350
368
707
350
2.8846
211,300
NEAR BAY
-121.39
38.61
36
2,396
536
1,225
515
2.9559
136,600
INLAND
-122.47
37.75
51
2,713
396
1,090
401
9.3603
500,001
NEAR BAY
-119.76
36.74
52
2,137
448
1,194
444
1.3029
69,100
INLAND
-121.36
38.39
10
5,121
763
2,568
758
5.2447
148,100
INLAND
-122.25
37.86
52
4,048
663
1,316
590
5.3794
376,900
NEAR BAY
-121.96
37.85
10
3,209
379
1,199
392
12.2478
500,001
INLAND
-118.44
34.09
36
3,129
392
862
334
15.0001
500,001
<1H OCEAN
-122.64
38.23
49
2,300
463
1,061
429
4.075
228,800
<1H OCEAN
-120.63
37.36
16
1,605
282
866
284
4.0694
110,200
INLAND
-116.75
32.82
17
3,348
481
1,222
443
6.6361
308,600
<1H OCEAN
-118.3
33.98
48
1,998
410
1,176
382
3.0455
102,400
<1H OCEAN
-117.86
33.72
31
1,194
297
1,602
306
2.3333
157,700
<1H OCEAN
-121.24
38
25
1,471
300
721
304
2.4688
126,800
INLAND
-119.03
35.3
10
829
146
447
173
4.1484
102,900
INLAND
-118.06
33.98
40
1,723
370
1,221
370
3.3562
169,200
<1H OCEAN
-118.27
33.82
39
1,357
249
763
229
4.25
200,300
<1H OCEAN
-118.19
33.87
42
1,213
269
628
229
3.6987
152,100
<1H OCEAN
-118.45
35.58
16
5,396
1,182
1,802
807
1.8819
69,700
INLAND
-118.39
33.97
43
2,700
510
1,146
506
5.1333
345,900
<1H OCEAN
-122.04
37.34
19
3,694
1,036
2,496
986
3.6991
271,500
<1H OCEAN
-119.3
38.26
19
3,325
660
750
286
2.9509
114,800
INLAND
-122.63
38.22
34
878
160
372
167
4.0417
232,100
<1H OCEAN
-118.22
34.04
43
2,343
803
2,468
707
1.5163
115,000
<1H OCEAN
-117.36
33.2
19
2,129
562
1,323
525
2.9539
169,900
NEAR OCEAN
-118.22
34.14
52
2,298
406
1,203
387
5.5291
274,600
<1H OCEAN
-122.03
37.96
20
2,636
691
1,142
627
2.1083
162,500
NEAR BAY
-121.34
37.97
33
2,493
454
1,203
436
3.765
94,600
INLAND
-122.64
38.87
16
1,177
240
519
199
1.5739
73,500
INLAND
-117.22
33.31
12
2,924
433
1,193
394
6.2475
331,300
<1H OCEAN
-119.69
34.42
17
1,826
544
1,325
532
1.2762
253,600
<1H OCEAN
-116.31
33.65
8
3,079
558
1,572
474
4.5938
102,600
INLAND
-122.28
37.87
49
2,026
548
963
521
1.9805
173,700
NEAR BAY
-122.44
37.79
52
1,335
151
402
157
10.8783
500,001
NEAR BAY
-118.09
34.07
26
794
182
709
170
3.175
170,800
<1H OCEAN
-119.69
36.79
5
2,613
476
1,490
481
4.0993
83,000
INLAND
-117.94
33.77
32
714
142
654
154
4.5052
170,800
<1H OCEAN
-118.24
33.97
37
1,212
314
1,403
279
2.5536
117,200
<1H OCEAN
-121.76
36.9
44
919
309
1,321
301
2.0775
121,400
<1H OCEAN
-117.1
32.67
22
1,690
541
1,669
494
2.0213
110,600
NEAR OCEAN
-118.28
34.08
40
1,630
543
1,568
510
2.7366
169,100
<1H OCEAN
-122.24
38.11
42
1,743
388
889
341
2.3241
99,200
NEAR BAY
-120.97
38.91
7
4,341
716
1,978
682
4.8311
172,200
INLAND
-123.02
38.54
35
2,157
487
768
322
3.2315
136,900
<1H OCEAN
-122.2
37.79
45
2,021
528
1,410
480
2.7788
115,400
NEAR BAY
-121.79
37.69
25
6,296
1,082
3,200
1,047
4.5357
188,400
INLAND
-118.27
34.11
36
1,832
539
934
486
3.0521
276,600
<1H OCEAN
-117.29
34.06
7
1,971
403
1,336
423
4.5066
111,500
INLAND
-122.21
37.8
39
2,003
500
1,109
464
3.0682
156,500
NEAR BAY
-117.97
33.77
20
1,988
424
1,277
425
2.9414
162,200
<1H OCEAN
-122.53
37.5
19
4,768
807
2,199
805
6.1896
331,100
NEAR OCEAN
-117.98
33.72
24
2,826
547
1,738
546
6.0494
240,400
<1H OCEAN
-118.24
34.12
29
2,904
892
3,320
765
2.6111
168,800
<1H OCEAN
-122.5
37.96
16
100
20
45
25
6.1359
212,500
NEAR BAY
-121.3
38.73
9
5,558
1,099
2,717
1,043
3.6455
139,200
INLAND
-117.12
32.75
17
2,060
633
1,251
602
1.9886
119,200
NEAR OCEAN
-117.26
32.95
22
5,484
1,227
1,947
1,012
4.4375
500,001
NEAR OCEAN
-120.87
41.54
21
1,091
208
660
188
2.2321
34,600
INLAND
-121.78
37.97
4
17,032
2,546
7,653
2,359
5.5601
213,700
INLAND
-117.2
33.71
24
4,210
920
1,283
829
2.0881
83,300
<1H OCEAN
-117.64
33.63
10
4,814
643
1,808
588
8.798
436,600
<1H OCEAN
-121.44
36.84
7
1,644
338
1,143
331
4.005
180,400
INLAND
-117.83
33.97
11
21,533
3,078
9,671
2,890
7.0329
368,300
<1H OCEAN
-121.97
37.34
33
3,162
null
1,553
686
3.6682
266,100
<1H OCEAN
-117.55
33.85
4
8,207
1,373
3,887
1,304
4.8686
195,300
INLAND
-118.16
33.84
36
1,348
234
643
221
3.6447
211,000
<1H OCEAN
-118.2
33.92
36
414
104
477
130
3.6719
130,400
<1H OCEAN
-122.68
38.46
17
3,201
527
1,244
495
4.7143
202,900
<1H OCEAN
-121.44
37.7
5
1,365
196
591
156
6.0389
215,100
INLAND
-118.05
34.1
42
2,065
404
1,313
402
4.0179
274,300
INLAND
-121.98
37.16
42
2,533
433
957
398
5.3468
279,900
<1H OCEAN
-123.53
38.93
38
1,706
355
506
211
2.5625
165,600
NEAR OCEAN
-118.35
34.11
33
7,478
1,678
2,701
1,500
4.1717
500,001
<1H OCEAN
-121.49
39.49
20
2,505
468
1,174
429
2.9965
88,900
INLAND
-118.42
34.15
27
2,795
602
1,073
535
5.1496
365,000
<1H OCEAN
-121.9
37.36
47
1,007
245
581
240
2.9545
237,500
<1H OCEAN
-118.18
33.84
43
2,561
544
1,063
537
3.835
418,600
NEAR OCEAN
-122.74
38.48
12
4,174
670
1,882
647
4.551
178,300
<1H OCEAN
-122.11
37.31
7
189
26
84
29
13.8093
500,001
<1H OCEAN
-118.44
34
44
1,798
353
835
314
4.75
355,800
<1H OCEAN
-118.09
34.15
46
271
74
150
55
2.2321
237,500
INLAND