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
-118.3
33.92
34
2,053
382
1,258
380
3.0139
154,700
<1H OCEAN
-122.45
40.61
17
785
155
417
136
2.3289
58,200
INLAND
-120.64
36.99
23
2,363
449
1,168
410
2.2794
75,700
INLAND
-117.72
33.62
19
5,777
1,261
1,711
1,225
2.7634
86,900
<1H OCEAN
-116.66
32.79
13
843
null
918
152
6.2152
240,600
<1H OCEAN
-119.49
37.1
24
2,532
555
1,564
507
2.3359
92,400
INLAND
-118.18
34.02
36
1,138
296
1,484
320
2.2813
150,700
<1H OCEAN
-122.16
37.45
37
2,926
874
1,363
815
4.5987
356,000
NEAR BAY
-117.91
33.83
37
1,039
260
719
243
3.0288
161,400
<1H OCEAN
-118.3
34.16
40
1,875
460
869
438
3.2321
243,600
<1H OCEAN
-121.3
38.01
29
2,289
449
1,215
435
3.2788
100,000
INLAND
-119.18
34.15
22
4,769
1,366
5,534
1,318
2.4167
192,000
NEAR OCEAN
-121.44
38.61
34
172
38
149
55
2.6442
55,000
INLAND
-122.55
37.98
31
3,807
828
1,581
795
3.293
337,500
NEAR BAY
-117.25
32.8
30
2,061
631
1,007
577
2.5813
253,100
NEAR OCEAN
-117.36
34.1
31
2,587
531
1,227
489
2.3578
88,600
INLAND
-118.3
33.97
44
1,521
289
1,074
285
2.0673
99,800
<1H OCEAN
-118.28
34
42
1,534
417
1,295
380
2.0938
119,200
<1H OCEAN
-117.27
34.48
8
1,794
276
690
271
3.662
165,300
INLAND
-121.74
36.49
33
2,952
565
1,264
517
4.4209
274,600
<1H OCEAN
-117.21
32.86
16
2,800
566
1,267
518
3.2794
148,600
NEAR OCEAN
-117.11
33.14
10
3,208
636
1,395
582
3.4455
190,500
<1H OCEAN
-118.19
34.06
32
555
159
748
163
1.9762
137,500
<1H OCEAN
-121.92
37.73
24
1,407
327
501
295
2.4821
157,200
<1H OCEAN
-117.87
33.62
15
2,209
275
735
274
15.0001
500,001
<1H OCEAN
-118.84
34.21
16
4,975
949
2,537
971
5.2361
224,700
<1H OCEAN
-118.03
33.97
36
2,149
527
1,359
481
2.824
167,900
<1H OCEAN
-118.13
34.09
21
3,862
1,186
2,773
1,102
2.7816
188,200
<1H OCEAN
-118.09
34.02
33
4,853
1,105
2,855
1,006
3.2622
208,600
<1H OCEAN
-117.77
33.69
16
1,666
341
479
336
2.1406
55,000
<1H OCEAN
-118.13
33.82
44
1,785
307
779
291
4.3056
228,600
<1H OCEAN
-115.51
32.68
11
2,872
610
2,644
581
2.625
72,700
INLAND
-117.97
33.73
27
2,097
325
1,217
331
5.7121
222,500
<1H OCEAN
-118.42
34.28
29
1,271
272
1,338
266
4.125
150,000
<1H OCEAN
-121.51
38.79
29
1,716
323
850
282
2.9324
137,500
INLAND
-122.63
38.24
45
1,615
338
823
327
2.5179
145,500
<1H OCEAN
-121.32
37.95
36
747
189
338
145
1.7885
62,100
INLAND
-119.3
36.32
23
3,521
615
1,712
636
3.3875
92,500
INLAND
-118.26
34.07
28
579
184
673
202
2.625
187,500
<1H OCEAN
-118.47
34.05
27
4,401
1,033
1,725
962
4.175
500,001
<1H OCEAN
-117.83
33.75
22
6,433
1,174
2,703
1,125
4.9957
296,400
<1H OCEAN
-117.09
32.57
23
1,817
323
1,371
327
3.6736
139,500
NEAR OCEAN
-118.29
34.08
43
3,056
1,345
3,920
1,304
1.925
300,000
<1H OCEAN
-118.29
34.09
52
1,272
322
984
353
1.9063
261,600
<1H OCEAN
-118.14
34.02
42
1,384
458
1,825
455
1.4178
145,500
<1H OCEAN
-117.25
32.76
38
2,331
493
836
433
4.9125
452,600
NEAR OCEAN
-117.33
33.19
15
3,672
845
1,827
796
2.9716
173,600
NEAR OCEAN
-122.03
37.91
29
5,438
871
2,310
890
5.0362
275,300
NEAR BAY
-119.06
36.07
20
2,683
553
1,497
548
1.7031
64,600
INLAND
-117.93
33.75
24
1,380
339
1,472
304
4.2219
162,800
<1H OCEAN
-117.17
34.07
24
6,573
1,235
2,904
1,202
3.0651
108,000
INLAND
-119.77
36.79
27
2,258
427
1,076
423
2.9937
81,100
INLAND
-118.38
34.03
43
912
255
705
246
2.6402
185,700
<1H OCEAN
-118.38
33.95
35
3,259
967
2,003
920
3.2708
400,000
<1H OCEAN
-118.26
33.91
44
892
139
440
159
2.8859
120,800
<1H OCEAN
-117.05
34.04
23
3,967
766
1,518
698
2.29
111,800
INLAND
-122.1
37.9
38
827
144
368
136
6.5095
294,400
NEAR BAY
-117.6
33.87
15
7,626
1,570
3,823
1,415
3.4419
138,100
INLAND
-120.59
38.53
15
432
87
208
73
3.6125
100,000
INLAND
-118.41
33.93
22
2,514
605
1,225
568
4.1818
339,700
<1H OCEAN
-122.49
37.78
52
2,050
439
1,109
437
2.6719
318,500
NEAR BAY
-117.93
33.94
28
3,664
719
1,820
657
4.225
224,700
<1H OCEAN
-116.96
32.71
18
2,413
533
1,129
551
2.4567
155,000
<1H OCEAN
-118.99
35.3
33
2,248
434
1,461
405
2.9402
56,200
INLAND
-120.79
37.43
17
2,534
517
1,764
502
2.8519
80,700
INLAND
-116.28
32.84
18
382
128
194
69
2.5179
58,800
INLAND
-118.63
34.22
18
1,376
225
670
205
6.5146
277,600
<1H OCEAN
-121.72
36.81
18
1,984
379
1,078
359
3.2969
229,900
<1H OCEAN
-118.4
34.19
35
1,631
356
862
368
3.6007
261,800
<1H OCEAN
-117.45
33.92
35
2,552
588
1,840
551
2.2548
113,300
INLAND
-118.35
34.1
24
5,477
1,803
2,863
1,755
1.845
237,500
<1H OCEAN
-117.18
32.69
52
1,837
313
668
300
5.1009
500,001
NEAR OCEAN
-121.49
38.51
18
700
169
260
128
2.9219
152,900
INLAND
-118.35
33.92
24
2,728
845
2,023
773
2.75
239,700
<1H OCEAN
-122.5
37.76
46
1,491
285
841
306
4.5329
278,800
NEAR OCEAN
-117.5
33.95
29
932
153
711
172
4.8214
143,400
INLAND
-118.4
34.05
26
4,473
923
1,518
805
5.0762
500,001
<1H OCEAN
-118.15
34.16
20
2,410
632
2,135
578
1.6887
148,600
<1H OCEAN
-121.34
37.96
23
2,830
659
1,554
654
3.0354
113,700
INLAND
-117.35
33.69
11
1,229
236
581
190
3.102
111,300
<1H OCEAN
-121.82
37.26
10
3,030
574
1,623
589
5.1356
218,700
<1H OCEAN
-121.62
39.13
41
1,147
243
583
239
2.2431
63,400
INLAND
-115.37
32.82
30
1,602
322
1,130
335
3.5735
71,100
INLAND
-119.88
36.85
8
2,580
372
1,111
393
7.5
256,200
INLAND
-118.44
34.19
19
3,487
959
2,278
835
2.6709
215,500
<1H OCEAN
-121.9
38.01
34
3,779
766
2,356
722
3.5129
110,600
INLAND
-119.35
36.42
18
1,115
193
1,742
176
2.7969
123,800
INLAND
-122.02
37.35
18
1,221
255
507
271
5.3679
228,400
<1H OCEAN
-122.32
37.97
33
1,156
190
643
209
4.5
156,600
NEAR BAY
-121.18
41.31
22
2,124
432
829
313
2.4519
57,500
INLAND
-118.17
34.12
37
2,246
481
995
459
4.2944
354,700
<1H OCEAN
-118.08
33.83
30
2,188
556
2,727
525
2.7759
136,800
<1H OCEAN
-119.65
36.34
47
1,869
357
832
315
3.0846
76,100
INLAND
-121.89
37.28
35
2,418
375
988
374
6.0936
365,400
<1H OCEAN
-117.89
34.01
23
4,535
955
3,881
930
3.6275
154,100
<1H OCEAN
-120.06
39.15
22
2,213
372
98
42
1.1912
170,000
INLAND
-118.26
34.24
35
2,485
418
1,226
406
5.7083
329,500
<1H OCEAN
-122.14
37.7
36
1,266
228
606
239
3.9702
194,100
NEAR BAY
-118.43
34.02
41
2,403
516
1,001
514
4.3906
500,001
<1H OCEAN
-117.34
33.15
17
4,505
1,140
2,111
1,062
3.3536
283,300
NEAR OCEAN