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
-117.88
33.82
17
2,247
705
1,382
618
3.8631
225,000
<1H OCEAN
-118.15
33.96
33
2,418
485
1,397
477
3.1083
285,500
<1H OCEAN
-117.24
32.81
34
2,420
391
917
392
6.5881
394,400
NEAR OCEAN
-122.44
37.78
52
3,017
851
1,588
800
3.3882
471,400
NEAR BAY
-121.79
39.73
8
5,690
1,189
2,887
1,077
3.0625
116,300
INLAND
-119.79
36.75
52
377
97
530
96
1
45,000
INLAND
-117.17
32.71
39
311
181
206
113
0.7685
187,500
NEAR OCEAN
-124.07
40.81
23
2,103
411
1,019
387
2.9911
119,700
NEAR OCEAN
-121.04
38.95
22
1,931
445
1,009
407
2.75
153,200
INLAND
-118.21
34.07
31
1,077
300
1,198
274
2.1333
160,200
<1H OCEAN
-116.96
32.85
11
9,724
1,796
5,247
1,777
4.1716
166,100
<1H OCEAN
-121.88
36.98
21
4,117
752
2,001
763
4.8953
289,500
NEAR OCEAN
-117.1
33.56
6
1,868
289
750
247
4.3833
307,600
<1H OCEAN
-117.89
34.07
35
834
137
392
123
4.5179
218,800
<1H OCEAN
-122.1
37.66
34
656
115
342
112
4.6875
200,600
NEAR BAY
-119.4
36.59
37
1,486
296
977
290
3.5074
93,800
INLAND
-120.69
37.59
27
1,170
227
660
222
2.3906
81,800
INLAND
-121.98
37.33
30
2,645
462
1,506
480
6.3716
330,500
<1H OCEAN
-122.05
37.95
22
5,175
1,213
2,804
1,091
2.85
144,600
NEAR BAY
-118.26
34.16
19
2,919
857
1,866
811
3.1733
206,300
<1H OCEAN
-117.97
33.8
35
2,985
474
1,614
453
5.4631
225,600
<1H OCEAN
-118.31
33.93
42
1,173
201
602
186
5.5787
142,000
<1H OCEAN
-122.67
38.43
17
1,804
304
750
298
4.5588
196,400
<1H OCEAN
-118.38
34.16
31
2,197
501
944
474
3.7312
319,400
<1H OCEAN
-118.21
33.89
45
1,211
234
1,128
261
3.4792
110,700
<1H OCEAN
-118.58
34.23
29
3,907
773
2,037
727
4.1023
230,200
<1H OCEAN
-117.94
34.09
21
2,707
675
1,742
626
2.1062
176,700
<1H OCEAN
-122.44
37.73
46
3,581
758
1,670
703
4.1932
269,200
NEAR BAY
-119.67
34.47
35
2,700
422
1,995
383
4.9757
500,001
<1H OCEAN
-122.62
38.25
33
1,453
250
677
237
4.0962
170,200
<1H OCEAN
-118.58
34.19
27
4,286
1,071
2,863
1,033
3.3125
222,800
<1H OCEAN
-118.16
33.77
30
2,800
757
1,292
742
2.7614
272,200
NEAR OCEAN
-122.04
37.34
20
4,475
1,048
2,271
1,021
4.8836
396,200
<1H OCEAN
-118.32
33.95
44
2,023
325
992
326
4.6667
175,600
<1H OCEAN
-118.39
34.04
52
1,492
277
666
289
4.7386
340,400
<1H OCEAN
-122.23
40.57
18
1,633
243
750
252
5.1585
150,800
INLAND
-119.89
36.64
34
1,422
237
716
222
2.975
90,000
INLAND
-117.12
32.96
15
2,869
405
1,526
402
6.0175
238,300
<1H OCEAN
-121.79
38.01
17
4,032
814
1,749
618
3.1728
146,800
INLAND
-117.9
34.11
23
4,776
1,316
4,797
1,187
2.1667
142,600
<1H OCEAN
-119.2
34.28
22
2,362
601
1,127
499
3.4006
219,400
NEAR OCEAN
-117.96
33.94
31
2,397
518
1,407
476
2.6641
185,200
<1H OCEAN
-120.55
38.46
16
1,443
249
435
181
3.2031
129,200
INLAND
-118.45
37.25
20
1,468
283
721
270
3.0817
118,800
INLAND
-117.86
34.24
52
803
267
628
225
4.1932
14,999
INLAND
-117.04
32.72
24
5,474
955
3,020
904
4.0813
137,000
NEAR OCEAN
-118.17
33.98
36
627
177
834
175
2.9844
163,600
<1H OCEAN
-122.41
37.78
52
1,928
836
2,124
739
1.1185
55,000
NEAR BAY
-119.35
36.21
26
2,481
586
1,445
498
1.6378
60,300
INLAND
-118.18
33.79
27
1,580
510
1,896
448
2.0186
130,000
NEAR OCEAN
-124.01
40.89
28
1,470
336
811
314
2.4559
75,600
<1H OCEAN
-122.39
40.6
22
2,195
489
1,021
460
1.4125
66,500
INLAND
-118.26
34.16
20
3,407
885
1,883
870
3.7321
351,100
<1H OCEAN
-117.22
32.8
23
1,906
525
1,029
491
2.93
183,300
NEAR OCEAN
-121.75
36.91
32
1,461
422
1,494
416
2.8056
173,200
<1H OCEAN
-117.14
32.8
35
1,267
212
710
204
2.5368
169,600
NEAR OCEAN
-121.27
37.96
52
583
114
310
93
2.5625
54,200
INLAND
-117.83
33.77
22
2,956
642
1,342
558
4.1151
203,200
<1H OCEAN
-117.96
33.78
33
1,520
null
658
242
4.875
269,300
<1H OCEAN
-117.14
32.7
48
510
180
545
132
1.8008
86,500
NEAR OCEAN
-118.6
34.16
32
3,999
667
1,628
631
6.0794
338,500
<1H OCEAN
-118.19
33.78
21
2,741
1,029
2,924
969
1.3274
218,800
NEAR OCEAN
-118.41
33.89
31
1,428
320
677
331
7.2316
500,001
<1H OCEAN
-118.15
33.93
42
1,839
346
1,034
339
4.9808
212,300
<1H OCEAN
-117.25
32.73
37
2,224
331
821
341
6.3331
400,000
NEAR OCEAN
-117.26
32.81
30
1,328
346
577
328
2.3284
290,600
NEAR OCEAN
-117.9
33.65
30
2,196
486
1,131
460
4.4135
272,300
<1H OCEAN
-122.14
37.73
52
2,024
320
823
334
5
264,700
NEAR BAY
-122.64
38.01
36
1,336
258
678
249
5.5789
292,000
NEAR OCEAN
-122.33
37.92
26
3,887
779
2,512
740
2.2301
122,400
NEAR BAY
-118.05
34.02
31
40
8
25
7
2.125
375,000
<1H OCEAN
-123.04
38.49
30
3,977
930
1,387
582
2.6161
132,500
NEAR OCEAN
-118.27
34.12
50
2,037
440
1,089
417
3.575
230,600
<1H OCEAN
-118.43
34.06
31
1,317
284
523
274
7.4219
500,001
<1H OCEAN
-118.34
33.99
46
1,217
322
662
305
3.1731
140,300
<1H OCEAN
-119.14
34.29
17
2,754
577
1,349
533
3.1618
154,200
<1H OCEAN
-122.01
37.59
2
838
295
240
149
2.875
237,500
NEAR BAY
-117.87
33.76
6
2,992
1,194
3,800
1,130
2.246
183,300
<1H OCEAN
-118.01
33.92
35
1,606
289
829
273
5.273
187,600
<1H OCEAN
-117.96
33.79
29
1,813
501
1,170
482
2.0677
214,500
<1H OCEAN
-117.9
33.63
26
1,632
376
598
375
3.2125
455,000
<1H OCEAN
-122.34
37.58
50
2,784
743
1,622
698
3.8413
372,200
NEAR OCEAN
-117.21
33.61
7
7,722
1,324
2,975
1,161
3.6273
150,900
<1H OCEAN
-121.29
37.97
52
1,610
480
1,025
440
1.2962
110,200
INLAND
-118.57
34.22
27
2,795
606
1,702
586
3.7798
258,400
<1H OCEAN
-120.84
37.92
27
471
84
195
72
3.3333
208,300
INLAND
-118.31
34.06
30
3,110
1,269
2,535
1,218
1.6987
412,500
<1H OCEAN
-117.81
33.69
5
1,256
256
880
288
2.4233
450,000
<1H OCEAN
-118.02
34.17
32
3,868
548
1,558
528
9.4667
500,001
INLAND
-122.49
37.78
46
3,304
792
1,783
777
3.6148
352,200
NEAR BAY
-117.05
32.96
18
3,593
661
1,992
626
4.8295
165,800
<1H OCEAN
-123.22
39.16
32
1,149
187
499
208
3.6587
154,600
<1H OCEAN
-117.77
33.71
15
2,102
295
1,060
303
7.3141
337,100
<1H OCEAN
-122.56
38.41
20
1,151
211
478
183
5.93
384,600
<1H OCEAN
-118.36
33.86
37
1,768
314
802
290
5.0784
295,900
<1H OCEAN
-117.71
34.1
41
555
130
1,492
123
2.2813
125,000
INLAND
-117.62
34.44
6
8,884
1,687
3,767
1,334
3.599
140,200
INLAND
-117.35
33.2
23
3,297
728
1,793
622
2.5754
169,700
NEAR OCEAN
-121.91
37.3
31
2,095
427
829
405
3.6563
344,700
<1H OCEAN
-120.07
36.96
42
963
216
471
211
2.2898
66,100
INLAND