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
-118.2
34.06
40
1,181
335
1,441
337
2.1136
111,800
<1H OCEAN
-117.06
32.59
13
3,920
775
2,814
760
4.0616
148,800
NEAR OCEAN
-117.97
33.68
16
4,508
598
2,221
623
7.3731
390,800
<1H OCEAN
-119.98
38.96
25
2,443
444
868
342
3.5417
114,800
INLAND
-121.48
38.52
34
2,561
497
1,583
530
3.1583
95,800
INLAND
-122.05
37.87
30
2,296
329
847
322
6.7192
397,500
NEAR BAY
-118.02
33.71
23
5,554
995
2,408
936
5.3886
331,900
<1H OCEAN
-119.41
36.68
18
1,802
332
945
292
3.4044
115,300
INLAND
-118.62
34.19
35
1,934
307
905
315
5.5101
267,400
<1H OCEAN
-118.25
33.8
36
1,697
394
1,274
396
3.35
163,100
<1H OCEAN
-122.71
38.46
23
3,220
603
1,299
591
3.9261
213,300
<1H OCEAN
-117.81
33.87
19
4,491
680
2,457
702
6.0591
233,500
<1H OCEAN
-118.38
33.88
27
3,039
606
1,421
564
5.5771
345,500
<1H OCEAN
-122.24
37.81
52
1,490
238
634
256
6.0302
287,300
NEAR BAY
-122.31
38.32
35
3,997
762
2,074
703
3.285
138,100
NEAR BAY
-116.22
33.72
28
826
258
979
245
1.7172
58,800
INLAND
-122.63
38.23
45
2,264
504
1,076
472
3.0139
194,100
<1H OCEAN
-118.42
34
31
1,930
456
1,002
410
3.9798
458,600
<1H OCEAN
-118.83
34.14
16
1,956
312
671
319
6.4001
321,800
NEAR OCEAN
-121.85
37.44
8
426
61
241
55
7.309
367,900
<1H OCEAN
-120.42
38.42
18
2,912
663
999
411
2.7344
91,900
INLAND
-117.14
34.75
33
552
120
347
97
1.8158
100,000
INLAND
-117.97
34.07
20
2,063
496
1,573
468
3.2
157,100
<1H OCEAN
-120.12
39.18
17
2,839
525
390
189
3.5667
179,200
INLAND
-120.57
37.35
18
704
176
520
154
3.003
101,300
INLAND
-122.13
37.7
43
3,046
557
1,333
544
3.4583
183,700
NEAR BAY
-122.42
37.79
52
2,511
895
1,202
804
2.6607
87,500
NEAR BAY
-118.43
33.83
19
6,206
1,611
2,455
1,472
5.145
420,200
NEAR OCEAN
-121.18
39.26
14
811
161
352
121
3.5938
140,300
INLAND
-117.09
33.12
11
567
184
620
163
2.5284
122,500
<1H OCEAN
-117.38
34.11
36
1,497
264
894
275
3.3066
96,300
INLAND
-118.43
34.17
32
3,202
696
1,573
621
3.4449
292,900
<1H OCEAN
-122.42
37.72
42
4,219
1,125
3,549
993
1.2387
212,800
NEAR BAY
-117.05
32.68
15
1,828
359
955
248
3.2174
165,100
NEAR OCEAN
-118.38
34.18
40
2,079
568
1,396
526
3.0061
190,800
<1H OCEAN
-120.43
34.93
4
2,866
648
1,311
578
2.8649
186,500
<1H OCEAN
-117.66
33.65
13
8,527
1,364
4,597
1,393
6.2242
237,900
<1H OCEAN
-122.74
38.46
9
2,268
594
1,311
585
2.6607
91,500
<1H OCEAN
-117.99
34.04
30
4,468
959
4,027
938
3.185
168,300
<1H OCEAN
-122.27
37.51
36
1,406
224
598
237
5.8964
414,800
NEAR OCEAN
-118.22
34.63
4
14,348
2,145
5,839
1,806
5.3799
222,400
INLAND
-121.39
38.59
34
1,151
234
563
251
2.8
113,600
INLAND
-118.32
34.08
52
1,164
257
575
251
3.125
380,400
<1H OCEAN
-120.71
38.73
17
2,146
396
862
351
2.9219
141,300
INLAND
-118.27
34
43
1,258
381
1,276
358
1.8917
106,900
<1H OCEAN
-122.11
38.01
41
1,345
272
718
283
3.3831
129,400
NEAR BAY
-118.63
34.16
33
2,896
455
1,116
411
6.0192
347,700
<1H OCEAN
-117.3
34.14
39
1,781
335
841
320
1.9432
89,000
INLAND
-123.82
40.12
33
2,985
591
1,221
486
2.087
82,400
<1H OCEAN
-118.94
35.36
19
2,714
512
1,823
500
3.1281
76,200
INLAND
-122.03
37.61
33
1,518
302
831
268
5.097
188,600
NEAR BAY
-124.11
40.81
23
959
212
425
175
2.5536
96,100
NEAR OCEAN
-121.95
37.3
25
5,641
1,517
3,786
1,410
3.3958
267,500
<1H OCEAN
-121.92
36.61
29
3,735
808
1,873
757
3.1543
253,800
NEAR OCEAN
-117.97
33.89
14
923
136
420
130
10.2252
462,800
<1H OCEAN
-122.53
37.93
42
2,171
362
887
347
6.6125
393,200
NEAR BAY
-121.65
36.67
28
1,926
556
1,717
535
1.9385
123,200
<1H OCEAN
-119.74
36.73
42
1,236
272
946
261
2.0536
50,000
INLAND
-122.23
37.8
52
1,252
299
844
280
2.3929
111,900
NEAR BAY
-118.29
33.96
36
1,717
417
902
368
1.4868
113,200
<1H OCEAN
-117.25
32.8
35
2,281
506
1,005
496
4.2296
275,000
NEAR OCEAN
-122.67
38.24
29
2,644
464
1,372
450
5.0544
261,800
<1H OCEAN
-121.16
38.75
27
771
108
315
111
8.4882
276,600
INLAND
-118.34
33.83
35
1,818
353
853
321
5.8972
350,900
<1H OCEAN
-121.02
37.69
19
3,814
790
2,219
804
3.5208
145,000
INLAND
-118
33.74
25
2,767
346
1,148
372
6.394
316,700
<1H OCEAN
-121.85
39.77
17
5,273
1,177
2,446
1,199
1.9362
89,900
INLAND
-119
35.4
44
2,250
378
928
379
4.3906
93,900
INLAND
-117.32
33.25
7
2,499
420
1,314
398
4.85
186,900
<1H OCEAN
-121.39
38.55
25
2,171
431
1,053
422
3.5278
126,200
INLAND
-117.93
33.87
45
1,006
230
1,237
237
3.3472
168,000
<1H OCEAN
-119.02
35.35
42
1,239
251
776
272
1.983
63,300
INLAND
-117.42
34.08
21
4,460
930
2,657
839
2.7569
127,500
INLAND
-121.26
38.11
8
2,770
642
1,611
633
3.1284
115,100
INLAND
-122.22
37.78
44
1,678
514
1,700
495
2.0801
131,900
NEAR BAY
-123.36
39.4
21
1,081
254
715
275
1.5625
71,500
<1H OCEAN
-118.13
34.02
43
396
91
261
73
2.9044
172,900
<1H OCEAN
-116.9
34.25
16
3,018
523
556
244
3.5288
189,700
INLAND
-122.13
37.71
44
1,421
298
609
270
3.5781
180,000
NEAR BAY
-117.89
33.72
25
4,343
847
3,872
850
4.65
197,800
<1H OCEAN
-117.78
33.85
16
3,781
504
1,665
499
7.2554
335,600
<1H OCEAN
-122.1
37.66
35
686
142
480
149
3.875
162,100
NEAR BAY
-118.16
34.04
38
1,076
286
1,535
323
2.7026
145,000
<1H OCEAN
-117.34
34.13
29
1,494
286
991
280
2.125
70,600
INLAND
-116.91
33.71
19
6,807
1,164
2,703
1,055
3.1591
189,700
INLAND
-118.59
34.21
34
2,389
521
1,560
514
4.8333
225,400
<1H OCEAN
-118.27
33.79
36
2,218
561
1,789
527
3.1613
182,300
<1H OCEAN
-122.38
37.73
15
6,804
1,664
4,737
1,581
1.4133
203,400
NEAR BAY
-122.25
37.87
41
685
141
266
123
5.2289
384,600
NEAR BAY
-118.35
34.07
46
1,651
410
512
397
4.0179
350,000
<1H OCEAN
-118.42
34.27
35
674
153
808
173
2.6667
147,800
<1H OCEAN
-118.14
33.88
30
2,596
580
1,662
539
4.0507
179,500
<1H OCEAN
-120.55
38.43
18
1,564
357
618
277
2.3549
108,900
INLAND
-118.28
34.06
17
2,518
1,196
3,051
1,000
1.7199
175,000
<1H OCEAN
-117.89
33.82
21
1,591
298
904
297
4.8906
179,100
<1H OCEAN
-117.03
32.95
19
4,500
815
2,456
782
4.5032
168,900
<1H OCEAN
-120.51
35.91
39
768
162
264
118
5.3245
250,000
INLAND
-122.43
40.66
15
2,532
458
1,183
450
2.5417
92,200
INLAND
-119.56
36.71
29
1,963
392
1,208
398
2.5741
73,000
INLAND
-122.12
37.12
51
2,419
485
1,078
435
2.7933
206,900
NEAR OCEAN