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
-117.29
34.17
35
4,174
847
2,127
778
3.2232
88,300
INLAND
-122.23
38.1
47
1,303
278
694
269
2.5969
92,800
NEAR BAY
-122.27
37.55
15
1,958
282
811
284
8.1221
483,300
NEAR BAY
-117.92
33.61
37
1,244
173
394
154
10.3682
500,001
<1H OCEAN
-118
33.93
35
1,288
240
758
250
4.9205
173,900
<1H OCEAN
-122.24
37.81
52
2,093
550
918
483
2.7477
243,800
NEAR BAY
-118.24
34
38
1,715
414
1,714
389
1.7132
108,200
<1H OCEAN
-121.42
38.72
10
3,054
528
1,932
510
3.0903
91,900
INLAND
-121.39
36.16
28
1,057
249
288
130
3.0526
146,900
NEAR OCEAN
-122.06
37.94
19
4,005
972
1,896
893
2.5268
235,700
NEAR BAY
-118.05
34.15
32
5,131
665
1,877
622
8.2004
500,001
INLAND
-118.23
33.84
25
1,106
207
888
216
5.3307
207,000
<1H OCEAN
-118.41
34.05
16
9,728
2,211
3,026
1,899
5.8758
500,001
<1H OCEAN
-123.47
39.8
18
2,130
545
863
346
2.3571
79,200
INLAND
-118.23
33.92
32
2,698
640
1,953
613
1.2222
107,200
<1H OCEAN
-119.29
34.45
26
2,849
535
1,383
532
2.6893
230,800
<1H OCEAN
-121.59
39.78
16
2,754
570
1,063
543
1.4048
86,500
INLAND
-117.03
32.71
33
3,126
627
2,300
623
3.2596
103,000
NEAR OCEAN
-117.74
34.1
26
2,723
604
1,847
498
2.6779
136,000
INLAND
-118.02
33.83
26
3,616
892
2,257
821
3.1497
217,600
<1H OCEAN
-118.35
33.91
28
2,108
534
1,485
536
4.0775
241,400
<1H OCEAN
-117.69
33.66
5
4,246
689
1,933
722
6.9501
225,700
<1H OCEAN
-118.42
33.99
23
5,548
1,245
2,847
1,229
4.4228
366,900
<1H OCEAN
-121.75
37.3
23
1,801
415
548
393
2.5052
133,700
<1H OCEAN
-122.29
37.54
43
2,268
438
1,151
449
4.9091
293,200
NEAR OCEAN
-118.3
34.19
51
1,502
243
586
231
4.375
332,400
<1H OCEAN
-121.89
37.35
44
2,019
615
1,243
518
2.0549
193,800
<1H OCEAN
-120.83
39.27
14
3,338
608
1,373
562
3.67
160,100
INLAND
-118.12
34.56
5
6,446
1,154
3,427
1,104
3.9936
148,500
INLAND
-122.58
38.43
10
3,597
661
1,132
639
3.9375
269,200
<1H OCEAN
-118.33
34.1
43
2,732
1,646
3,049
1,429
1.3157
333,300
<1H OCEAN
-118.23
33.96
36
1,062
270
1,136
273
1.6597
109,100
<1H OCEAN
-118.24
33.95
40
1,193
280
1,210
286
1.35
89,500
<1H OCEAN
-119.79
36.78
38
1,912
456
1,131
408
2.03
58,800
INLAND
-120.84
35.32
15
2,419
538
1,279
522
3.4762
189,600
NEAR OCEAN
-118.18
34.06
45
934
228
893
192
2.53
140,300
<1H OCEAN
-117.99
34.07
35
1,681
360
1,648
373
2.4911
145,900
INLAND
-121.21
37.81
12
3,667
640
2,173
652
5.0369
163,900
INLAND
-122.47
38.29
14
3,732
846
1,277
775
2.5658
208,000
NEAR BAY
-122.39
37.78
3
3,464
1,179
1,441
919
4.7105
275,000
NEAR BAY
-118.11
34.68
6
7,430
1,184
3,489
1,115
5.3267
140,100
INLAND
-119.39
36.54
30
1,408
326
1,184
324
1.7165
59,100
INLAND
-118.3
33.98
52
1,371
315
986
277
2.9432
94,000
<1H OCEAN
-118.35
34.08
52
1,710
350
727
355
4.5833
333,900
<1H OCEAN
-117.35
34.44
9
11,810
2,181
6,716
2,081
3.1821
95,600
INLAND
-121.43
38.54
43
2,084
417
912
410
2.9769
92,700
INLAND
-118.25
34.1
42
4,198
956
1,935
878
3.7184
277,300
<1H OCEAN
-118.97
35.36
31
1,418
306
1,219
312
1.5743
46,700
INLAND
-118.22
33.94
42
1,115
297
1,412
325
3.0903
153,500
<1H OCEAN
-118.05
33.78
18
3,414
434
1,272
454
8.7015
390,900
<1H OCEAN
-117.22
33.92
5
16,884
2,865
9,509
2,688
4.0938
130,900
INLAND
-122.36
40.68
28
1,745
379
1,011
370
2.0391
59,800
INLAND
-122.51
37.92
32
2,622
541
1,022
464
3.7647
375,000
NEAR BAY
-118.17
33.98
41
428
111
585
139
3.1786
132,100
<1H OCEAN
-122.38
39.68
21
1,155
210
510
175
2.3851
67,500
INLAND
-118.2
34.05
36
2,672
675
2,883
674
2.0885
142,800
<1H OCEAN
-122.25
37.53
16
4,428
664
1,677
623
7.6864
422,500
NEAR BAY
-119.2
34.18
27
1,035
229
782
222
4.2212
185,400
NEAR OCEAN
-116.93
33.75
14
6,027
1,148
3,136
1,036
2.964
121,500
INLAND
-121.27
38.14
40
929
257
576
229
2.125
137,500
INLAND
-122.27
40.46
14
2,633
530
1,324
513
2.2768
78,600
INLAND
-118.02
33.91
35
2,182
390
1,248
399
5.4236
216,700
<1H OCEAN
-122.23
37.76
52
2,269
323
805
321
4.7188
335,300
NEAR BAY
-122.14
38.01
50
1,760
341
741
316
4.5
178,300
NEAR BAY
-118.39
34.2
17
2,594
1,028
3,950
973
2.0348
177,200
<1H OCEAN
-117.9
36.95
19
99
26
51
22
1.7292
137,500
INLAND
-116.54
33.87
16
3,648
1,035
1,687
581
1.9167
70,400
INLAND
-119.07
35.27
25
3,081
635
1,830
591
2.5804
97,900
INLAND
-118.61
34.99
11
4,031
766
1,539
564
3.8917
120,800
INLAND
-118.08
33.78
25
5,321
967
1,969
903
5.0102
340,100
<1H OCEAN
-122.17
40.11
24
1,631
340
1,042
333
1.7708
59,000
INLAND
-119.1
34.31
21
2,424
527
1,379
484
2.6786
184,000
<1H OCEAN
-120.69
38.44
13
1,473
265
597
228
4.2917
121,300
INLAND
-118.03
34.58
4
9,849
1,780
4,546
1,598
4.0729
154,300
INLAND
-118.44
34.07
21
730
263
965
224
2.0511
350,000
<1H OCEAN
-118.3
33.72
35
2,790
null
1,167
441
6.2028
361,500
NEAR OCEAN
-118.45
34.18
34
1,843
442
861
417
3.6875
246,400
<1H OCEAN
-121.92
37.49
10
7,441
1,588
3,571
1,466
5.1643
193,100
<1H OCEAN
-120.97
37.63
39
2,360
607
2,047
605
1.7054
58,800
INLAND
-120.08
39.61
32
1,404
247
544
201
2.7778
72,900
INLAND
-117.21
32.86
24
3,596
494
1,573
492
6.5382
326,000
NEAR OCEAN
-117.68
34.07
24
2,626
692
2,204
647
1.7806
135,000
INLAND
-120.6
35.11
17
2,495
524
1,292
501
2.2625
153,000
<1H OCEAN
-119.76
36.77
38
3,804
814
2,142
816
2.1439
60,200
INLAND
-119.78
36.3
30
1,846
391
1,255
352
2.1681
66,600
INLAND
-121.32
38.62
29
2,430
448
1,087
394
3.0864
177,900
INLAND
-116.42
33.68
15
3,895
782
900
529
2.2208
138,300
INLAND
-118.43
34.29
39
1,769
410
1,499
390
3.1212
153,500
<1H OCEAN
-118.33
33.91
35
1,092
302
962
297
3.5903
183,300
<1H OCEAN
-122.23
37.8
51
1,590
414
949
392
1.9028
127,900
NEAR BAY
-117.79
34.07
33
1,694
333
1,689
301
3.7583
116,300
INLAND
-120.1
39.2
20
1,703
294
409
174
3.087
196,900
INLAND
-118.27
34.05
24
323
214
751
189
1.8304
225,000
<1H OCEAN
-117.48
34.01
23
2,000
376
1,361
388
4.369
121,100
INLAND
-122.02
37.34
28
2,488
396
1,190
410
5.7881
344,700
<1H OCEAN
-122.45
37.69
17
2,359
501
884
504
3.0625
87,500
NEAR OCEAN
-122.43
37.75
52
2,960
623
1,191
589
3.95
347,700
NEAR BAY
-119.72
36.73
9
1,914
491
1,116
424
1.4646
65,900
INLAND
-123.07
38.46
31
855
217
280
139
2.3611
112,500
NEAR OCEAN
-118.25
34.09
52
104
20
32
17
3.75
241,700
<1H OCEAN