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
-121.57
37.02
17
2,889
624
2,681
608
2.9417
178,000
INLAND
-117.92
34.03
35
1,469
306
1,285
308
3.9219
159,500
<1H OCEAN
-117.98
34.07
15
3,543
888
3,131
823
3.0184
139,400
INLAND
-118.74
34.26
22
4,337
673
2,347
636
5.4091
222,400
<1H OCEAN
-122.57
37.96
52
3,458
468
1,449
471
9.1834
500,001
NEAR BAY
-118.4
33.97
44
2,825
453
1,221
461
5.9544
377,200
<1H OCEAN
-121.94
38.37
14
1,156
216
574
227
3.2396
143,800
INLAND
-117.3
33.06
24
2,171
511
870
442
3.194
276,300
NEAR OCEAN
-118.06
34.1
43
1,833
355
786
334
3.5761
256,700
<1H OCEAN
-117.81
33.68
8
1,964
413
913
406
5.1583
192,200
<1H OCEAN
-122.5
37.74
44
2,374
496
1,087
426
3.5
275,700
NEAR OCEAN
-121.46
38.62
35
3,326
696
2,511
649
1.9871
60,900
INLAND
-118.1
33.9
37
796
175
740
183
3.6
156,400
<1H OCEAN
-117.45
33.93
20
5,998
1,320
3,185
1,199
3.2731
113,900
INLAND
-117.37
33.98
52
201
44
130
24
2.025
125,000
INLAND
-117.06
33.15
24
2,155
379
1,158
360
4.7941
147,500
<1H OCEAN
-119.31
34.44
5
403
48
208
54
12.632
500,001
NEAR OCEAN
-122.26
37.88
52
2,604
837
1,798
769
1.725
287,500
NEAR BAY
-121.37
38.61
42
945
193
460
193
3.7569
127,100
INLAND
-121.66
36.67
40
2,497
520
1,275
508
3.1071
193,100
<1H OCEAN
-116.89
32.67
9
2,652
393
1,355
362
6.2578
293,100
<1H OCEAN
-123.19
39.15
16
2,577
495
1,232
488
2.6012
125,600
<1H OCEAN
-120.35
37.99
3
1,167
306
422
186
2.4191
217,500
INLAND
-122.61
41.74
15
4,206
922
1,863
869
2.0591
55,700
INLAND
-118.24
34.15
7
2,063
670
1,892
643
1.7301
202,300
<1H OCEAN
-118.02
33.9
34
2,678
511
1,540
497
4.4954
202,900
<1H OCEAN
-116.99
32.73
30
1,856
339
1,103
379
4.0357
153,800
<1H OCEAN
-117.76
33.83
15
3,086
457
1,262
436
6.4415
300,700
<1H OCEAN
-118.25
34
41
1,768
475
1,721
474
1.303
90,400
<1H OCEAN
-124.09
40.88
26
2,683
555
1,353
526
2.4321
82,100
NEAR OCEAN
-118.3
33.89
30
2,756
858
1,806
787
3.0329
207,800
<1H OCEAN
-117.64
33.49
3
2,516
429
781
337
5.6197
271,600
<1H OCEAN
-122.01
38.37
16
3,996
550
1,673
539
5.778
175,700
INLAND
-118.28
34.76
19
3,430
601
1,817
571
4.7875
163,600
INLAND
-118.17
34.04
46
705
167
655
149
3.5938
141,100
<1H OCEAN
-121.36
38.42
6
3,254
465
1,168
345
5.1811
188,400
INLAND
-118.24
34.23
41
1,912
308
896
314
5.3473
352,700
<1H OCEAN
-118.31
33.67
42
1,297
246
611
242
5.3074
401,900
NEAR OCEAN
-122.09
37.63
34
1,457
242
735
249
3.9167
189,500
NEAR BAY
-116.66
33.09
24
1,378
272
532
188
1.5909
221,900
INLAND
-121.68
39.11
19
1,366
220
596
203
4.0625
141,700
INLAND
-117.9
33.74
24
1,435
494
3,171
504
3.0833
151,700
<1H OCEAN
-121.3
38.03
11
2,866
654
1,404
525
2.505
95,000
INLAND
-118.35
34.32
52
102
29
54
32
1.9875
191,700
<1H OCEAN
-121.29
38
4
1,392
322
1,784
309
2.375
124,500
INLAND
-118.03
34.11
38
2,076
361
988
332
5.9175
416,900
INLAND
-122.02
37.3
26
1,983
301
924
297
6.7123
354,600
<1H OCEAN
-118.46
34.01
39
711
148
347
153
4.2813
297,200
<1H OCEAN
-121.81
38
37
2,724
579
1,400
540
2.905
97,300
INLAND
-118.16
33.85
36
1,979
339
952
339
4.0815
216,200
<1H OCEAN
-118.32
34.01
47
1,745
371
1,079
368
2.4022
123,400
<1H OCEAN
-117.92
34.07
38
175
22
129
20
9.7066
182,500
<1H OCEAN
-118.02
33.77
34
2,115
352
1,253
338
5.1507
207,500
<1H OCEAN
-117.32
34.17
6
5,661
1,287
2,943
1,162
3.6362
106,500
INLAND
-120.58
37.36
33
3,564
716
2,603
696
2.2179
67,500
INLAND
-122.1
37.65
36
410
76
252
82
4.5303
175,000
NEAR BAY
-121.38
38.41
10
3,425
629
1,538
587
4.45
138,700
INLAND
-122.22
37.47
35
367
113
398
109
2.5
166,700
NEAR OCEAN
-118.38
34.17
30
2,016
622
1,359
557
2.7708
192,300
<1H OCEAN
-118.33
34.16
44
2,705
649
1,676
654
3.4286
247,900
<1H OCEAN
-117.2
34.5
10
4,201
850
2,378
808
2.1781
92,200
INLAND
-122.14
37.77
27
2,229
365
1,297
355
4.8304
279,100
NEAR BAY
-117.29
34.03
9
8,185
1,525
3,630
1,466
4.1667
197,700
INLAND
-122.77
38.29
32
3,201
542
1,869
519
3.2442
268,000
<1H OCEAN
-118.2
33.77
41
1,158
396
1,209
336
2.7813
129,200
NEAR OCEAN
-124.11
40.95
19
1,734
365
866
342
2.96
81,700
NEAR OCEAN
-118.19
33.99
42
1,429
436
1,537
389
3.0114
157,500
<1H OCEAN
-117.12
32.95
8
3,670
536
1,723
592
6.3542
218,100
<1H OCEAN
-119.32
36.3
15
2,864
571
1,480
475
2.9698
93,400
INLAND
-119.03
35.37
42
2,508
483
1,035
442
2.6513
72,300
INLAND
-121.38
38.67
37
2,176
460
1,067
357
2.3958
78,400
INLAND
-118.04
33.72
24
7,141
1,330
3,418
1,268
4.6649
237,800
<1H OCEAN
-118.32
34.05
50
1,389
364
976
302
1.5882
327,300
<1H OCEAN
-122.31
40.47
26
2,723
551
1,326
547
2.3594
66,000
INLAND
-120.92
37.59
26
1,705
279
642
236
2.6591
180,500
INLAND
-118.39
34.18
42
1,957
389
985
414
2.9327
240,200
<1H OCEAN
-118.16
34.19
42
2,076
462
1,641
436
2.2326
149,200
<1H OCEAN
-118.75
34.26
24
2,234
373
1,325
383
5.4604
193,400
<1H OCEAN
-118.07
33.97
36
1,887
370
1,006
329
3.1554
170,700
<1H OCEAN
-118.96
36.66
18
1,302
424
320
133
3.1964
80,000
INLAND
-117.35
33.21
18
2,971
606
2,051
493
2.675
117,100
NEAR OCEAN
-122.09
37.86
27
5,484
760
2,212
770
7.6202
402,600
NEAR BAY
-117.58
33.92
16
4,157
586
2,036
594
6.155
246,400
INLAND
-118.04
34.09
32
1,339
334
817
349
2.8333
186,000
INLAND
-118.3
34.06
33
2,437
1,283
3,906
1,084
2.0332
270,000
<1H OCEAN
-118.41
33.99
39
3,014
822
3,212
777
1.1985
215,000
<1H OCEAN
-117.8
33.81
14
1,206
142
572
149
8.847
388,700
<1H OCEAN
-118.52
34.04
42
993
130
368
134
10.8082
500,001
<1H OCEAN
-120.07
36.97
27
968
240
587
231
1.6071
55,000
INLAND
-118.2
33.82
43
1,758
347
954
312
5.2606
198,900
NEAR OCEAN
-117.82
33.79
26
2,641
633
3,657
617
4.1339
222,300
<1H OCEAN
-117.19
32.84
35
2,263
427
1,001
408
3.875
172,000
NEAR OCEAN
-121.99
37.33
33
2,023
425
1,016
405
3.9417
285,800
<1H OCEAN
-122.33
37.53
25
1,729
383
769
352
4.0417
458,500
NEAR OCEAN
-118.18
34.63
19
3,562
606
1,677
578
4.1573
228,100
INLAND
-119
36.07
20
1,042
183
509
175
2.9815
73,000
INLAND
-116.52
33.82
21
10,227
2,315
3,623
1,734
2.5212
145,200
INLAND
-117.72
33.97
16
13,290
2,062
6,931
2,023
5.228
187,800
<1H OCEAN
-122.03
37.25
34
2,892
413
903
365
7.8711
500,001
<1H OCEAN
-117.94
33.73
24
4,197
718
2,468
714
5.2563
211,400
<1H OCEAN