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
-121.58
39.83
16
4,591
904
1,904
812
2.2419
93,200
INLAND
-116.22
36
14
1,372
386
436
213
1.1471
32,900
INLAND
-118.42
34.2
24
3,148
908
2,850
839
1.9549
221,500
<1H OCEAN
-117.12
32.59
28
2,793
706
1,825
676
2.6724
144,500
NEAR OCEAN
-117.93
34.07
36
1,207
209
683
213
5.3559
207,300
<1H OCEAN
-121.06
39.21
52
1,452
309
637
299
2.2083
103,900
INLAND
-118.14
33.97
31
1,161
267
1,175
282
3.0114
177,000
<1H OCEAN
-121.92
36.61
27
3,044
661
1,229
618
3.1359
268,000
NEAR OCEAN
-120.35
37.04
37
1,495
292
858
275
2.9306
46,300
INLAND
-118.36
34.16
43
2,850
709
1,510
670
2.4835
274,300
<1H OCEAN
-121.37
36.83
14
3,658
612
1,951
600
4.76
216,000
INLAND
-119.62
37.33
7
3,389
621
1,268
474
3.0224
147,800
INLAND
-119.17
34.17
32
1,567
304
1,482
308
3.5867
182,100
NEAR OCEAN
-118.33
34.1
45
1,913
696
1,552
611
2.0888
237,500
<1H OCEAN
-118.32
34.02
52
2,511
587
1,660
546
2.6098
127,100
<1H OCEAN
-122.42
37.62
39
1,355
214
682
246
6.3443
324,700
NEAR OCEAN
-121.37
38.57
22
4,899
847
1,701
826
5.2449
387,000
INLAND
-120.37
36.15
34
2,084
339
868
347
4.381
86,300
INLAND
-122.34
37.56
39
3,562
391
1,139
391
12.6417
500,001
NEAR OCEAN
-119.06
34.62
10
416
110
436
70
2.2222
262,500
<1H OCEAN
-118.1
33.95
34
3,635
781
2,171
720
3.7308
196,900
<1H OCEAN
-116.92
32.79
24
4,055
742
2,123
744
4.5224
142,000
<1H OCEAN
-119.85
36.74
35
1,191
190
537
182
3.5375
96,700
INLAND
-123.71
39.88
42
1,518
383
656
303
1.4952
69,800
NEAR OCEAN
-118.15
34.02
42
2,729
725
3,004
722
2.3438
154,300
<1H OCEAN
-117.25
32.81
39
1,846
350
765
329
3.9187
311,900
NEAR OCEAN
-118.36
34.26
34
3,677
573
1,598
568
6.838
378,000
<1H OCEAN
-122.16
37.72
10
2,229
601
877
485
3.3431
137,500
NEAR BAY
-122.07
37.7
39
1,420
272
645
277
4.125
232,500
NEAR BAY
-120.96
38.66
11
2,339
436
1,062
380
3.9036
180,800
INLAND
-118.5
34.21
36
1,656
310
817
308
5.5675
215,900
<1H OCEAN
-117.7
33.6
26
2,283
506
634
469
2.3774
74,300
<1H OCEAN
-119.08
36.21
20
1,911
389
1,241
348
2.5156
59,300
INLAND
-122.19
38.07
20
3,000
525
1,207
491
4.6406
217,500
NEAR BAY
-122.32
37.93
40
3,056
489
1,103
481
5.1067
247,300
NEAR BAY
-118.18
33.96
20
427
118
402
105
1.4167
137,500
<1H OCEAN
-117.08
32.62
28
2,468
506
1,353
522
3.0771
158,600
NEAR OCEAN
-119
36.06
41
937
158
396
142
4.0833
81,300
INLAND
-115.95
33.28
12
99
25
37
17
1.8958
53,800
INLAND
-122.32
37.52
26
4,042
591
1,611
578
8.4693
419,200
NEAR OCEAN
-118.1
34.58
32
1,489
306
774
267
3.275
103,500
INLAND
-117.93
33.66
18
2,043
250
702
246
9.6062
414,700
<1H OCEAN
-121.85
39.75
39
568
127
267
129
1.8095
78,100
INLAND
-122
37.33
30
4,033
794
1,788
807
5.6932
338,700
<1H OCEAN
-117.18
32.74
39
3,132
738
1,200
690
2.5288
274,000
NEAR OCEAN
-117.22
32.83
17
1,124
187
553
205
5.7451
237,300
NEAR OCEAN
-118.3
34.18
13
7,174
1,997
4,293
1,872
3.0973
251,900
<1H OCEAN
-122
37.84
16
7,681
946
2,777
908
9.5271
500,001
<1H OCEAN
-122.58
38.12
13
5,027
871
1,912
770
4.9286
309,500
NEAR BAY
-119.83
36.79
24
3,505
819
2,098
774
1.9575
67,000
INLAND
-118.11
33.86
35
1,255
252
685
279
4.2
226,900
<1H OCEAN
-118.18
33.83
44
1,497
277
542
274
5.0052
321,800
NEAR OCEAN
-117.06
32.77
32
3,888
827
3,868
841
3.0755
166,800
NEAR OCEAN
-122.36
38.03
32
2,159
393
981
369
4.3173
175,400
NEAR BAY
-122.23
37.8
52
1,192
289
772
257
2.3833
146,900
NEAR BAY
-121.63
37.1
14
5,034
797
2,124
790
4.9028
335,000
<1H OCEAN
-121.2
38.02
44
608
108
287
83
3.3882
125,000
INLAND
-117.25
33.25
6
6,160
993
2,997
1,029
4.6187
205,000
<1H OCEAN
-117.85
33.78
23
3,187
870
1,977
852
3.3939
212,100
<1H OCEAN
-117.93
33.86
35
1,216
225
893
228
4.0288
184,000
<1H OCEAN
-115.52
33.13
18
1,109
283
1,006
253
2.163
53,400
INLAND
-122.01
37.55
26
2,068
532
1,434
495
3.3008
224,200
NEAR BAY
-117.98
34.03
21
797
162
484
166
2.625
191,100
<1H OCEAN
-117.24
32.72
39
3,089
431
1,175
432
7.5925
466,700
NEAR OCEAN
-118.49
34.18
31
3,073
674
1,486
684
4.8984
311,700
<1H OCEAN
-121.34
38.58
18
1,631
228
599
228
7.8031
267,200
INLAND
-119.27
36.18
23
3,180
547
1,829
498
2.6098
66,000
INLAND
-121.62
41.78
40
3,272
663
1,467
553
1.7885
43,500
INLAND
-119.76
36.79
26
3,654
837
1,976
830
2.1544
72,800
INLAND
-118.32
33.96
47
1,885
361
954
357
3.8512
171,300
<1H OCEAN
-117.63
33.38
12
5,744
1,054
2,104
847
5.1482
500,001
NEAR OCEAN
-119.65
36.62
6
1,931
422
1,344
414
1.6607
58,000
INLAND
-122.68
38.25
29
1,315
240
650
228
3.8269
306,000
<1H OCEAN
-118.98
38.03
15
991
277
419
170
3.5469
82,500
INLAND
-117.94
33.84
25
4,016
831
2,166
774
3.1884
135,400
<1H OCEAN
-116.88
33.74
20
3,111
623
1,000
508
1.5982
140,000
INLAND
-122.28
37.86
52
3,007
691
1,582
636
2.5652
157,700
NEAR BAY
-122.29
37.89
52
1,571
349
693
326
3.1375
229,100
NEAR BAY
-118.11
34
38
2,573
484
1,568
459
3.0208
193,700
<1H OCEAN
-118.17
33.8
26
1,589
380
883
366
3.5313
187,500
NEAR OCEAN
-122.53
37.97
52
205
119
228
132
1.9063
200,000
NEAR BAY
-122.19
37.75
19
2,207
565
1,481
520
1.3194
81,400
NEAR BAY
-121.33
38.69
15
3,137
509
1,635
544
4.6923
122,700
INLAND
-118.3
34.1
25
3,926
1,715
4,865
1,612
1.6112
262,500
<1H OCEAN
-119.29
36.55
21
2,467
520
1,721
515
2.5521
65,600
INLAND
-117.1
33.36
19
3,518
658
2,091
610
3.2614
168,800
<1H OCEAN
-121.96
37.55
4
3,746
993
1,606
838
4.1387
162,500
<1H OCEAN
-118.34
33.79
36
716
123
388
124
5.0254
350,000
<1H OCEAN
-122.28
37.49
25
7,335
1,157
2,626
1,049
6.5475
500,001
NEAR OCEAN
-118.1
34.12
50
1,835
231
636
211
11.6471
500,001
<1H OCEAN
-118.55
34.23
25
4,409
1,018
4,579
1,010
2.8727
245,100
<1H OCEAN
-122.04
38.28
12
3,861
795
2,129
806
3.676
135,000
INLAND
-119.68
36.62
31
834
229
616
211
1.6602
61,200
INLAND
-118.15
33.84
29
2,448
354
894
349
7.6526
481,300
<1H OCEAN
-121.88
37.39
13
3,334
565
2,240
561
7.105
273,900
<1H OCEAN
-121.26
37.98
32
3,274
820
2,050
738
2.1265
55,700
INLAND
-118.2
33.99
35
1,608
465
2,140
488
3.1979
154,700
<1H OCEAN
-118.23
33.9
28
1,108
284
1,498
289
2.4706
88,800
<1H OCEAN
-116.76
34.23
10
4,374
989
1,020
376
2.6071
89,000
INLAND
-117.31
34.03
9
1,199
187
629
207
5.7393
151,600
INLAND