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
-120.49
37.3
50
985
309
621
250
1.3125
60,900
INLAND
-122.13
37.45
41
3,233
540
1,251
506
6.6354
500,001
NEAR BAY
-122.51
37.87
21
3,904
980
1,949
919
2.862
258,400
NEAR BAY
-117.92
33.74
18
1,639
491
2,513
458
2.1838
159,700
<1H OCEAN
-121.98
37.25
19
755
93
267
99
15
500,001
<1H OCEAN
-118.47
35.64
17
2,248
535
927
427
1.3023
68,500
INLAND
-118.2
33.77
22
1,118
437
1,190
399
1.9797
143,800
NEAR OCEAN
-117.7
34.05
24
2,834
470
1,815
471
4.7357
162,500
INLAND
-122.5
37.74
44
2,527
518
1,434
444
3.875
275,700
NEAR OCEAN
-118.49
34.31
25
1,024
145
357
147
7.0598
356,300
<1H OCEAN
-121.35
38.65
20
2,498
546
1,185
506
3.2243
107,900
INLAND
-117.84
33.77
14
4,412
952
1,656
874
4.3292
206,500
<1H OCEAN
-118.07
33.8
17
2,439
554
1,161
532
3.6442
193,100
<1H OCEAN
-118.17
34.04
38
385
102
402
95
1.625
129,700
<1H OCEAN
-118.08
34.12
27
1,685
341
757
317
4.2434
270,500
<1H OCEAN
-117.37
34.12
32
3,190
568
1,614
512
3.8398
118,200
INLAND
-117.97
33.86
34
2,138
490
1,682
463
3.6006
161,700
<1H OCEAN
-118.35
34.21
39
1,470
312
1,047
284
3.275
181,400
<1H OCEAN
-117.05
32.75
36
2,024
null
1,030
390
3.8233
139,800
NEAR OCEAN
-121.92
36.57
42
3,944
738
1,374
598
4.174
394,400
NEAR OCEAN
-117.97
34.1
33
1,558
316
1,600
338
2.9712
143,900
INLAND
-121.27
37.88
43
968
249
664
240
1.6458
83,600
INLAND
-122.43
37.75
52
2,459
507
1,012
475
4.0568
387,900
NEAR BAY
-121.32
37.95
40
964
230
742
209
1.2625
43,000
INLAND
-118.32
34.1
43
1,615
734
1,460
644
1.4005
193,800
<1H OCEAN
-117.1
32.75
11
1,976
548
1,528
512
1.4886
89,800
NEAR OCEAN
-118.12
33.87
21
3,764
1,081
1,919
977
2.5057
156,300
<1H OCEAN
-118.02
33.76
27
2,905
587
1,781
561
4.25
214,800
<1H OCEAN
-118.36
34.1
36
2,963
838
1,129
745
2.5588
500,001
<1H OCEAN
-117.99
34.08
35
1,032
207
954
191
2.8906
134,800
INLAND
-118.21
33.97
35
1,863
537
2,274
510
2.1005
171,300
<1H OCEAN
-122.17
37.45
33
1,828
396
766
378
4.4531
500,001
NEAR BAY
-121.43
38.53
36
2,430
426
1,199
437
3.1667
81,900
INLAND
-118.21
34.56
12
2,472
408
1,048
380
4.7097
262,100
INLAND
-121.01
37.25
16
2,216
458
1,135
424
2.7316
97,500
INLAND
-117.97
33.85
45
818
147
546
152
5.1057
170,700
<1H OCEAN
-117.78
33.69
16
4,702
806
2,529
814
5.1299
238,900
<1H OCEAN
-118.41
34.01
44
2,010
394
961
365
4.5982
333,500
<1H OCEAN
-122.13
37.45
37
2,295
332
933
332
6.7257
500,001
NEAR BAY
-116.88
32.81
35
2,926
562
1,590
506
4.2014
143,200
<1H OCEAN
-117.24
33.18
19
3,337
565
1,646
554
5.0195
200,200
<1H OCEAN
-118.06
34.11
39
2,603
547
1,196
487
3.0854
248,700
INLAND
-122.18
37.75
46
941
218
621
195
1.325
87,100
NEAR BAY
-121.62
36.68
43
2,534
592
2,448
603
2.4884
130,500
<1H OCEAN
-117.97
33.68
26
1,616
292
700
241
5.5105
232,100
<1H OCEAN
-117.28
33.89
33
6,982
1,371
5,650
1,195
2.5379
152,700
INLAND
-122.01
37.92
16
2,638
345
1,055
334
8.1163
365,800
NEAR BAY
-120.91
38.98
13
7,689
1,415
3,264
1,198
3.653
146,800
INLAND
-121.21
37.8
33
1,862
429
971
389
2.6053
99,200
INLAND
-117.97
33.63
25
2,482
360
960
352
6.1572
344,000
NEAR OCEAN
-121.29
37.33
36
48
12
27
8
4
75,000
INLAND
-118.04
33.93
35
1,805
387
1,505
366
4.1667
151,900
<1H OCEAN
-117.12
33.61
2
2,569
431
1,232
388
4.3651
145,600
<1H OCEAN
-118.31
34.01
52
1,793
350
1,303
366
3.0759
123,700
<1H OCEAN
-117.94
33.86
33
1,013
312
706
266
2.1432
197,500
<1H OCEAN
-118.21
33.96
48
284
104
422
119
1.2826
145,500
<1H OCEAN
-120.99
37.7
14
9,849
1,887
4,356
1,780
3.5877
160,900
INLAND
-118.21
34.06
52
470
115
434
123
2.095
109,100
<1H OCEAN
-117.09
32.63
33
620
161
420
164
1.8417
150,000
NEAR OCEAN
-124
40.22
16
2,088
535
816
326
1.319
70,700
<1H OCEAN
-118.34
33.99
34
397
132
250
121
1.675
166,700
<1H OCEAN
-121.83
37.4
27
1,145
150
492
160
5.716
348,300
<1H OCEAN
-121.94
37.24
35
1,484
244
664
238
4.675
245,300
<1H OCEAN
-118.82
34.14
22
11,668
1,730
4,054
1,671
6.9935
385,500
NEAR OCEAN
-117.89
33.75
34
2,753
654
3,117
631
3.1713
170,100
<1H OCEAN
-122.54
37.96
44
1,552
204
596
208
10.129
500,001
NEAR BAY
-118.32
33.8
29
4,317
1,037
2,102
959
3.1275
286,400
<1H OCEAN
-122.01
37.37
25
2,213
360
1,066
390
7.2165
360,900
<1H OCEAN
-121.14
38.92
16
2,069
312
889
299
4.6771
212,000
INLAND
-121.47
38.7
31
1,007
181
563
185
3.625
91,300
INLAND
-119.29
34.3
24
7,637
1,705
4,647
1,623
3.5385
186,800
NEAR OCEAN
-121.31
37.99
15
3,103
965
3,061
861
1.3729
110,300
INLAND
-118.21
34.64
16
2,573
427
1,273
426
5.9508
181,100
INLAND
-118.27
34.68
19
552
129
314
106
3.2125
185,400
INLAND
-121.88
37.68
23
2,234
270
854
286
7.333
337,200
INLAND
-119.98
38.93
25
1,262
293
534
226
2.6607
90,400
INLAND
-119.84
36.75
34
1,186
300
774
271
1.575
57,100
INLAND
-118.28
34.03
45
943
289
953
238
2.0673
151,600
<1H OCEAN
-121.98
37.97
26
2,738
428
1,316
430
5.2442
213,200
INLAND
-118.31
34.03
29
2,438
867
2,114
753
0.8351
150,000
<1H OCEAN
-117.88
33.9
15
1,705
478
759
479
3.5333
114,400
<1H OCEAN
-122.1
37.68
31
1,892
428
1,162
389
3.125
167,100
NEAR BAY
-118.57
34.25
20
4,679
609
1,945
609
8.7471
419,900
<1H OCEAN
-121.84
38.02
46
66
22
37
21
0.536
87,500
INLAND
-119.11
35.42
52
154
null
37
16
10.0263
200,000
INLAND
-122.43
37.79
52
3,565
892
1,377
852
3.8068
500,001
NEAR BAY
-118.22
33.89
36
873
240
1,086
217
2.25
126,600
<1H OCEAN
-119.14
34.15
25
2,202
390
1,415
412
4.43
207,700
NEAR OCEAN
-119.77
36.75
44
1,818
412
1,680
418
1.7083
48,300
INLAND
-118.43
34.13
37
4,400
695
1,521
666
8.2954
500,001
<1H OCEAN
-118.51
34.2
34
2,871
581
1,350
535
3.7049
227,500
<1H OCEAN
-118.25
33.78
32
296
139
511
133
1.4444
182,100
NEAR OCEAN
-122.73
38.42
26
1,446
296
884
295
4.3523
150,000
<1H OCEAN
-121.44
38.51
27
7,212
1,606
4,828
1,549
2.214
82,400
INLAND
-117.78
33.71
4
974
232
428
203
4.6141
195,400
<1H OCEAN
-118.08
33.91
30
3,259
942
2,744
895
2.8608
165,600
<1H OCEAN
-118.04
33.95
36
2,722
515
1,390
486
3.8214
178,500
<1H OCEAN
-122.03
37.27
32
4,350
645
1,551
609
7.8279
500,001
<1H OCEAN
-117.95
33.94
31
2,237
431
1,135
434
4.45
267,900
<1H OCEAN
-117.48
34.08
17
1,834
390
1,253
357
3.1028
106,400
INLAND