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
-117.52
33.89
2
17,978
3,217
7,305
2,463
5.1695
220,800
INLAND
-121
37.65
17
484
202
198
204
0.6825
187,500
INLAND
-118.01
33.76
26
2,141
597
2,038
585
2.2981
177,700
<1H OCEAN
-121.43
37.75
34
1,280
268
754
294
3.1333
132,000
INLAND
-119.65
36.51
30
1,671
319
966
282
3.1333
100,000
INLAND
-121.48
38.59
52
1,186
341
1,038
320
1.6116
70,500
INLAND
-121.89
36.6
19
656
200
248
173
1.2656
500,000
<1H OCEAN
-118.19
34.1
39
2,054
423
1,205
403
4.239
213,000
<1H OCEAN
-120.83
37.52
6
1,488
252
773
259
4.1859
150,000
INLAND
-118.54
34.19
22
3,380
790
2,199
737
2.5739
239,200
<1H OCEAN
-117.13
34.24
17
2,828
506
673
274
5.2563
144,100
INLAND
-121.46
37.73
20
2,039
373
862
330
5.1629
222,900
INLAND
-118.1
33.86
21
3,052
624
1,588
568
4.3397
268,100
<1H OCEAN
-122.24
37.83
52
2,449
312
916
316
8.1194
471,600
NEAR BAY
-117.95
33.83
31
2,421
389
1,348
413
4.9394
217,800
<1H OCEAN
-121.78
36.93
21
2,794
662
2,236
565
2.4053
178,400
<1H OCEAN
-119.71
36.83
15
2,727
500
1,228
436
3.5078
109,000
INLAND
-121.18
38.83
15
4,488
859
2,114
805
2.9484
124,400
INLAND
-121.8
37.69
17
3,956
639
2,222
662
5.4324
215,500
INLAND
-117.63
33.45
5
3,549
604
1,571
534
5.3705
363,500
NEAR OCEAN
-118.19
34.04
39
1,074
323
1,613
308
2.3015
131,700
<1H OCEAN
-118.11
33.94
36
1,949
319
909
325
5.1587
296,600
<1H OCEAN
-117.62
34.11
31
2,561
414
1,204
435
4.4637
192,800
INLAND
-122.43
37.77
52
2,416
620
1,188
591
2.3887
337,500
NEAR BAY
-121.61
36.69
19
9,899
2,617
11,272
2,528
2.0244
118,500
<1H OCEAN
-122.46
37.7
37
1,028
275
904
261
3.5035
238,600
NEAR OCEAN
-117.95
33.71
16
6,058
1,715
3,285
1,495
3.4133
290,900
<1H OCEAN
-121.94
37.29
22
2,593
637
1,249
623
3.75
212,500
<1H OCEAN
-117.08
32.75
20
1,989
508
1,452
462
2.0077
118,300
NEAR OCEAN
-122.37
37.59
39
4,645
1,196
2,156
1,113
3.4412
353,800
NEAR OCEAN
-118.19
34.12
36
2,833
720
2,148
709
2.7012
172,100
<1H OCEAN
-120.27
37.12
42
1,142
236
597
210
1.7279
52,300
INLAND
-117.75
34.08
33
1,067
194
600
201
4.0368
139,100
INLAND
-118.29
33.74
52
1,438
472
1,018
399
2.2188
306,700
NEAR OCEAN
-117.36
34.08
4
8,866
1,832
4,775
1,554
3.7348
125,800
INLAND
-121.83
37.36
22
3,936
860
3,508
877
4.2312
183,800
<1H OCEAN
-117.61
34.14
14
15,809
2,485
7,363
2,410
5.5198
245,600
INLAND
-119.86
36.81
4
4,530
1,070
1,804
837
3.3942
72,100
INLAND
-120.47
37.32
15
3,952
984
2,024
1,026
2.558
121,600
INLAND
-122.55
38.07
38
3,392
709
1,894
713
3.0573
350,800
NEAR BAY
-122.16
37.77
47
1,256
null
570
218
4.375
161,900
NEAR BAY
-121.87
37.46
43
91
12
58
16
15.0001
500,001
<1H OCEAN
-117.97
33.79
34
2,456
410
1,289
442
4.1818
224,200
<1H OCEAN
-121.28
37.9
28
371
71
171
70
0.9614
55,700
INLAND
-118.15
33.92
40
1,335
281
804
282
4.3194
198,400
<1H OCEAN
-117.67
35.63
32
3,661
787
1,613
706
3.0687
63,500
INLAND
-119.68
36.79
16
1,551
null
1,010
292
3.5417
71,300
INLAND
-117.13
32.8
35
2,129
382
1,044
350
3.9732
174,900
NEAR OCEAN
-117.05
32.67
16
2,168
343
1,589
338
5.4863
153,800
NEAR OCEAN
-121.24
40.31
36
1,597
301
632
262
3.5962
93,600
INLAND
-122.83
38.58
17
5,199
1,023
2,036
890
3.2452
168,800
<1H OCEAN
-117.05
33.13
22
2,427
390
1,099
362
5.2323
167,500
<1H OCEAN
-118.17
33.84
45
1,853
328
945
320
5.0787
219,200
<1H OCEAN
-116.08
33.86
16
381
89
182
75
2.425
76,100
INLAND
-118.62
34.17
32
1,491
355
756
296
3.0404
262,800
<1H OCEAN
-122.43
37.75
52
1,970
495
871
474
4.0625
355,600
NEAR BAY
-117.6
33.65
4
3,134
504
1,599
485
6.2464
233,900
<1H OCEAN
-122.65
38.99
16
4,279
951
1,596
666
1.8571
75,900
INLAND
-118.4
34.06
47
3,652
967
1,438
887
3.6964
500,001
<1H OCEAN
-122.22
37.82
39
2,492
310
808
315
11.8603
500,001
NEAR BAY
-121.97
38.04
38
2,505
554
1,595
498
2.5833
83,500
INLAND
-122.3
37.93
34
2,254
357
715
306
4.5
304,000
NEAR BAY
-118.38
33.96
44
2,395
458
1,287
450
4.6923
299,000
<1H OCEAN
-121.45
38.64
23
1,481
343
1,079
315
1.867
60,600
INLAND
-122.79
38.54
5
3,986
737
1,887
687
3.7768
213,800
<1H OCEAN
-121.86
37.7
13
9,621
1,344
4,389
1,391
6.6827
313,700
INLAND
-117.1
33.14
7
10,665
2,576
4,917
2,424
2.3171
159,500
<1H OCEAN
-122.03
36.96
40
584
126
316
139
3.5938
243,500
NEAR OCEAN
-121.47
38.49
17
3,595
790
2,760
770
2.3233
78,800
INLAND
-120.84
37.4
7
2,773
530
1,374
505
2.6214
103,800
INLAND
-121.64
36.82
18
1,819
283
919
295
4.1696
222,500
<1H OCEAN
-118.3
34.07
18
3,759
null
3,296
1,462
2.2708
175,000
<1H OCEAN
-122.1
37.36
35
2,063
266
676
252
8.5294
500,001
NEAR BAY
-118.33
33.9
21
6,603
1,984
5,546
1,745
2.6091
163,900
<1H OCEAN
-122.5
37.77
52
2,299
441
1,252
415
5.0562
336,700
NEAR BAY
-119.3
34.39
35
3,079
579
1,807
589
4.69
199,300
NEAR OCEAN
-118.42
34.19
33
3,285
830
2,281
786
2.6165
230,800
<1H OCEAN
-117.83
33.77
26
4,931
853
2,249
818
4.275
285,400
<1H OCEAN
-118.1
33.83
37
2,059
349
825
334
4.0603
225,200
<1H OCEAN
-117.87
34.04
7
27,700
4,179
15,037
4,072
6.6288
339,700
<1H OCEAN
-117.79
33.7
6
1,593
371
832
379
4.4286
239,500
<1H OCEAN
-121.34
38.02
30
4,375
689
2,038
709
5.1202
133,800
INLAND
-118.02
33.75
26
2,989
479
1,596
475
5.7157
231,200
<1H OCEAN
-117.9
34.09
34
1,562
272
825
266
4.125
220,800
<1H OCEAN
-119.19
34.21
27
1,887
487
1,339
428
2.9185
224,500
NEAR OCEAN
-121.84
36.94
29
4,921
967
2,319
823
4.9517
307,900
NEAR OCEAN
-118.37
33.85
34
2,415
404
1,278
414
6.1599
341,200
<1H OCEAN
-117.81
33.79
25
5,950
1,155
4,528
1,064
4.2564
204,600
<1H OCEAN
-118.41
33.96
15
412
128
310
137
3.9792
266,700
<1H OCEAN
-118.44
34.22
36
1,191
266
718
248
3.4612
178,800
<1H OCEAN
-118.41
34.19
37
1,993
425
939
400
2.8021
224,600
<1H OCEAN
-118.03
34.06
24
2,469
731
3,818
712
2.5445
151,400
<1H OCEAN
-121.15
39
15
4,145
691
1,872
680
4.3553
220,600
INLAND
-122.48
37.79
52
4,683
1,055
2,246
975
4.1148
457,800
NEAR BAY
-119.02
36.05
22
2,078
431
1,336
456
2.2202
65,200
INLAND
-121.33
38.04
15
1,933
280
965
260
4.6477
142,700
INLAND
-117.08
32.59
30
144
52
220
48
2.3929
134,400
NEAR OCEAN
-122.01
37.28
22
2,038
260
773
281
9.1569
500,001
<1H OCEAN
-122.48
38.31
19
2,398
521
1,266
471
2.7727
186,800
<1H OCEAN
-118.41
34.09
37
2,716
302
809
291
15.0001
500,001
<1H OCEAN