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
-118.06
33.91
36
1,360
271
909
275
4.6731
173,300
<1H OCEAN
-122.25
37.49
43
2,607
477
1,225
461
4.224
349,600
NEAR OCEAN
-117.07
33.01
25
2,120
381
588
359
3.1187
169,400
<1H OCEAN
-118.41
33.88
43
2,492
449
1,033
437
7.9614
500,001
<1H OCEAN
-121.25
37.92
19
2,109
427
1,742
426
2.4097
66,000
INLAND
-118.14
34.69
34
1,439
327
708
298
3.2699
100,000
INLAND
-118.43
35.12
8
1,968
376
930
360
3.2632
99,800
INLAND
-121.25
38.8
14
5,094
729
1,974
705
5.5205
188,700
INLAND
-118.09
33.98
39
936
194
691
211
3.6875
169,500
<1H OCEAN
-121.89
37.68
12
7,490
1,207
3,329
1,136
6.3373
339,700
<1H OCEAN
-121.84
37.66
13
13,182
2,074
4,847
1,950
5.6417
352,900
INLAND
-118.03
34.16
36
1,401
218
667
225
7.1615
484,700
INLAND
-122.36
40.58
17
1,220
275
800
261
1.9181
118,800
INLAND
-118.07
34.08
37
1,210
252
733
243
2.806
214,600
<1H OCEAN
-117.11
32.75
46
695
182
601
195
2.4219
90,600
NEAR OCEAN
-121.64
39.28
25
2,857
662
2,076
685
1.8095
64,100
INLAND
-118.38
34.04
39
2,614
569
1,665
553
3.4063
271,600
<1H OCEAN
-117.18
32.78
21
4,185
1,018
3,122
993
3.0481
210,000
NEAR OCEAN
-122.19
38.13
5
7,854
1,446
4,361
1,395
4.9504
214,800
NEAR BAY
-117.39
34.07
26
1,387
277
664
239
3.0278
96,800
INLAND
-117.93
34.08
35
689
128
379
128
3.9583
206,000
<1H OCEAN
-121.08
38.89
41
3,471
753
1,680
710
2.6701
139,000
INLAND
-122.01
37.38
32
726
204
538
203
4.505
230,400
<1H OCEAN
-118.34
34.19
48
814
165
490
176
3.1406
223,100
<1H OCEAN
-121.28
38.64
24
3,459
573
1,336
544
4.8661
186,200
INLAND
-121.32
38.56
18
1,169
186
614
192
4.5766
108,700
INLAND
-120.94
37.65
13
5,075
978
3,033
838
3.0577
119,000
INLAND
-122.04
37.59
14
1,727
302
1,116
273
5.3428
243,600
NEAR BAY
-119.73
36.56
32
1,513
272
1,038
272
3.0469
82,700
INLAND
-118.52
34.26
21
8,850
2,139
4,717
1,979
3.7816
254,200
<1H OCEAN
-114.67
33.92
17
97
24
29
15
1.2656
27,500
INLAND
-122.08
37.64
36
1,340
245
789
248
3.8
172,000
NEAR BAY
-117.11
33.78
13
1,914
339
930
304
4.1875
161,200
INLAND
-121.8
37.35
17
2,529
423
1,756
429
5.1017
240,700
<1H OCEAN
-118.63
34.11
35
3,795
690
1,521
653
5.8735
448,100
<1H OCEAN
-122.08
37.3
30
2,268
404
1,197
372
7.0813
485,300
<1H OCEAN
-118.45
34.14
33
1,741
274
588
267
7.9625
490,800
<1H OCEAN
-121.37
38.59
36
2,523
401
927
398
3.5179
207,800
INLAND
-121.55
38.5
9
4,868
738
2,036
750
5.7621
204,600
INLAND
-118.02
34.04
27
5,640
1,001
3,538
978
5.065
215,400
<1H OCEAN
-117.18
34.08
28
2,243
399
1,464
379
3.2105
90,300
INLAND
-118.04
33.93
36
1,726
332
1,293
310
4.3849
144,100
<1H OCEAN
-122.29
37.56
34
1,693
281
846
291
5.3683
339,400
NEAR BAY
-119.8
37.5
15
989
184
406
151
3.1771
121,900
INLAND
-118.25
34
34
1,905
552
2,194
521
1.4792
95,800
<1H OCEAN
-117.9
33.63
28
2,370
352
832
347
7.1148
500,001
<1H OCEAN
-122.38
40.67
10
2,281
444
1,274
438
2.212
65,600
INLAND
-117.94
34.1
31
1,239
254
929
244
3.3625
153,400
<1H OCEAN
-118.36
34.16
45
1,755
335
822
342
5.1423
322,900
<1H OCEAN
-118.36
33.82
36
1,083
187
522
187
5.7765
339,500
<1H OCEAN
-122.03
37.98
45
2,842
567
1,261
535
3.6042
138,200
NEAR BAY
-117.07
32.75
14
3,073
851
2,000
782
2.3824
144,700
NEAR OCEAN
-121.99
36.98
19
5,613
1,321
3,018
1,268
3.1914
215,600
NEAR OCEAN
-118.14
34.08
24
2,999
786
2,937
796
2.9405
217,800
<1H OCEAN
-118.25
33.93
40
975
270
1,068
270
0.9889
87,500
<1H OCEAN
-122.21
38.06
52
2,735
559
1,076
487
3.6154
155,700
NEAR BAY
-119.65
37.32
11
2,161
448
820
405
2.3565
122,300
INLAND
-119.86
36.82
12
1,488
253
675
223
4.7622
89,300
INLAND
-122.43
37.76
52
1,582
353
868
329
3.8261
250,000
NEAR BAY
-120.89
37.45
29
1,940
337
1,070
332
3.6597
145,600
INLAND
-118.26
34.13
25
3,208
1,111
2,843
1,005
2.6673
218,100
<1H OCEAN
-117.95
33.66
26
1,787
227
639
224
6.8226
329,800
<1H OCEAN
-120.3
38.04
6
1,281
245
422
160
3.2875
111,300
INLAND
-122.54
37.76
45
1,592
325
920
322
3.96
272,200
NEAR OCEAN
-122.05
36.96
30
971
185
644
173
4.2045
226,500
NEAR OCEAN
-118.04
33.81
27
2,990
515
1,849
497
5.6846
216,100
<1H OCEAN
-118.12
33.81
36
1,665
291
721
294
4.6875
250,700
<1H OCEAN
-119.29
34.23
22
2,486
608
709
523
2.9018
275,000
NEAR OCEAN
-118.23
33.99
37
378
176
714
156
2.1912
112,500
<1H OCEAN
-118.91
34.18
17
3,220
716
1,381
733
2.8958
176,000
<1H OCEAN
-118.43
34
28
6,128
1,963
3,586
1,815
2.7058
310,900
<1H OCEAN
-117.99
34.15
44
2,492
611
1,951
596
3.1304
185,600
INLAND
-117.44
33.94
30
2,992
516
1,521
507
3.9128
126,900
INLAND
-118.35
33.88
44
822
180
480
177
4.4
225,800
<1H OCEAN
-117.01
32.8
17
1,042
210
650
215
3.1
84,200
<1H OCEAN
-122.42
37.8
52
1,777
486
932
427
3.3643
420,000
NEAR BAY
-119.78
36.83
18
4,164
741
1,817
681
4.2153
95,200
INLAND
-118.54
34.24
24
4,631
1,164
2,360
1,083
3.0977
264,000
<1H OCEAN
-121.46
38.54
48
1,001
205
605
175
1.8333
58,200
INLAND
-118.35
33.97
26
1,725
431
1,130
404
3.2708
128,100
<1H OCEAN
-122.45
37.78
52
2,033
438
2,198
418
3.6667
418,400
NEAR BAY
-117.2
33.7
23
6,323
1,196
1,984
1,124
2.3276
92,400
<1H OCEAN
-122.18
37.76
52
754
175
447
165
3.9063
93,800
NEAR BAY
-122.08
37.64
23
1,897
440
1,109
418
3.142
179,500
NEAR BAY
-117.31
34.44
10
1,731
299
1,056
312
3.6007
104,000
INLAND
-119.89
36.76
17
1,987
335
1,152
313
4.1719
126,400
INLAND
-122.07
37.89
38
2,139
343
809
340
5.5636
268,800
NEAR BAY
-122.31
37.54
38
1,946
407
975
417
4.0726
385,400
NEAR OCEAN
-119.73
36.83
8
3,602
null
1,959
580
5.3478
138,800
INLAND
-118.39
33.86
24
2,386
582
1,152
568
4.8971
400,700
<1H OCEAN
-118.44
34.2
35
1,717
478
1,628
495
2.5197
225,600
<1H OCEAN
-117.81
33.63
17
4,477
610
1,798
612
8.1093
410,400
<1H OCEAN
-117.83
33.65
8
2,149
426
950
399
4.1103
250,400
<1H OCEAN
-117.13
32.7
35
365
98
463
112
2.5588
78,800
NEAR OCEAN
-121.35
38.46
2
6,992
1,132
2,816
984
4.3879
144,400
INLAND
-117.66
33.6
24
1,684
232
781
230
6.8667
279,600
<1H OCEAN
-119.14
34.17
16
1,593
353
836
357
2.726
67,500
NEAR OCEAN
-117.92
33.64
5
949
287
497
244
2.75
225,000
<1H OCEAN
-121.81
37.37
26
2,987
539
1,931
518
5.1099
213,100
<1H OCEAN
-117.21
33.34
10
5,294
817
2,312
810
5.4563
325,700
<1H OCEAN