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
-122.14
37.46
27
5,580
2,009
4,165
1,763
2.4375
189,000
NEAR BAY
-121.32
38.69
11
13,796
2,372
6,000
2,250
3.8776
124,500
INLAND
-117.91
33.63
32
1,901
400
946
418
2.7264
311,100
<1H OCEAN
-118.09
34.07
45
593
133
481
128
2.5938
199,300
<1H OCEAN
-119.89
36.7
32
1,485
269
867
271
2.5809
78,300
INLAND
-118.24
33.92
40
1,772
369
1,122
324
3.2768
96,100
<1H OCEAN
-116.9
33.74
14
2,281
426
894
430
2.3712
127,900
INLAND
-120.09
39.4
17
1,076
283
171
64
2.125
83,900
INLAND
-121.93
36.99
19
6,356
1,100
2,954
1,070
4.7325
283,500
NEAR OCEAN
-119.8
36.72
43
1,286
360
972
345
0.9513
50,400
INLAND
-115.56
32.78
34
2,856
555
1,627
522
3.2083
76,200
INLAND
-117.97
34.13
33
2,038
473
1,546
469
3.4777
144,500
INLAND
-118.26
33.98
43
762
206
854
188
1.2315
98,200
<1H OCEAN
-121.29
38.04
16
2,128
441
1,860
459
3.1779
97,300
INLAND
-122.57
37.99
45
2,404
425
926
400
4.9674
320,100
NEAR BAY
-122.43
37.71
24
4,299
857
2,249
788
4.6098
290,400
NEAR BAY
-118.46
33.99
35
1,214
300
478
265
4.0156
500,001
<1H OCEAN
-121.14
39.86
16
2,534
557
638
244
2.2101
88,800
INLAND
-118.38
33.91
36
2,904
515
1,463
534
5.8374
289,600
<1H OCEAN
-117.11
32.73
35
1,689
397
1,135
366
2.3269
97,300
NEAR OCEAN
-119.69
36.71
25
556
79
249
71
4.4583
108,300
INLAND
-122.4
37.73
48
1,489
326
1,115
356
2.6364
199,300
NEAR BAY
-118.48
34.04
36
2,539
535
979
500
3.6667
500,001
<1H OCEAN
-118.17
33.98
41
756
null
873
212
2.7321
156,000
<1H OCEAN
-117.44
33.94
32
1,814
320
903
306
4.1776
118,700
INLAND
-121.28
37.91
31
820
179
576
155
1.69
65,900
INLAND
-117.98
33.67
7
5,664
1,174
2,493
1,101
5.8252
264,700
<1H OCEAN
-116.95
33.76
10
6,890
1,702
3,141
1,451
1.7079
95,900
INLAND
-118.08
33.87
23
2,536
552
2,012
556
4.1406
200,800
<1H OCEAN
-118
33.66
25
4,041
903
1,689
784
4.2289
442,700
NEAR OCEAN
-121.99
37.27
21
1,214
192
500
185
7.598
347,800
<1H OCEAN
-117.96
33.65
23
5,379
684
1,826
555
7.0151
350,600
<1H OCEAN
-122.45
37.67
35
491
98
274
97
4.4286
238,600
NEAR OCEAN
-118.16
33.77
29
3,078
786
1,460
736
2.875
232,500
NEAR OCEAN
-121.88
37.25
24
968
240
631
250
2.8636
240,300
<1H OCEAN
-122.21
38.11
35
2,122
400
1,189
408
3.0962
124,600
NEAR BAY
-117.27
32.82
42
2,820
488
1,175
500
4.5083
405,200
NEAR OCEAN
-118.48
34
52
1,359
395
521
368
2.6736
500,001
<1H OCEAN
-118.14
34.06
27
5,257
1,082
3,496
1,036
3.3906
237,200
<1H OCEAN
-122.05
37.35
34
2,494
375
1,399
382
7.3753
388,100
<1H OCEAN
-118.03
33.78
25
3,554
528
1,600
537
6.6453
270,100
<1H OCEAN
-118.28
34.1
48
805
246
633
235
2.3421
200,000
<1H OCEAN
-118.13
34.06
30
1,692
398
1,130
365
2.8672
198,500
<1H OCEAN
-122.3
37.86
50
499
127
287
128
2.75
140,600
NEAR BAY
-118.46
34.21
7
2,081
657
1,456
535
3.5
186,900
<1H OCEAN
-119.02
36.07
29
2,610
597
1,659
571
1.5911
60,800
INLAND
-117.01
32.81
26
4,499
645
1,866
626
5.516
185,100
<1H OCEAN
-116.23
33.72
32
4,981
1,326
3,779
1,186
1.7805
76,900
INLAND
-122.43
37.74
52
1,514
314
724
301
5.3292
300,900
NEAR BAY
-117.91
33.63
20
3,442
1,526
1,427
977
3.1985
106,300
<1H OCEAN
-118.28
34.04
39
1,155
433
1,857
424
2.1696
153,400
<1H OCEAN
-118.65
34.27
23
1,724
265
934
306
6.0783
229,200
<1H OCEAN
-117.28
35.13
32
671
166
856
114
2.6477
53,300
INLAND
-117.24
33.21
18
1,846
419
1,581
387
3.0982
111,300
<1H OCEAN
-117.15
33.16
5
4,750
962
2,726
905
3.5839
158,500
<1H OCEAN
-117.9
33.65
27
3,310
598
1,402
563
6.632
441,100
<1H OCEAN
-118.35
33.93
35
1,050
252
918
236
1.7344
146,900
<1H OCEAN
-121.37
38.66
17
4,866
1,056
2,371
1,030
2.4574
103,300
INLAND
-122.31
37.91
39
2,955
696
1,417
682
2.7628
167,800
NEAR BAY
-116.21
33.68
34
584
176
625
166
1.5809
100,000
INLAND
-118.05
33.93
31
894
203
883
190
3.6771
141,500
<1H OCEAN
-118.01
34.07
22
6,311
1,572
6,666
1,456
2.9334
182,600
INLAND
-119.77
34.44
24
5,652
1,313
2,312
1,294
2.4717
295,300
NEAR OCEAN
-119.02
36.09
15
2,234
415
1,254
420
3.0234
88,600
INLAND
-117.23
32.73
35
2,914
683
1,562
638
2.5259
240,200
NEAR OCEAN
-118.46
34.01
43
513
98
266
103
5.6428
343,100
<1H OCEAN
-117.86
33.91
16
2,889
423
1,227
401
6.4514
270,800
<1H OCEAN
-121.92
38.02
16
1,840
355
1,288
338
4.2067
125,000
INLAND
-122.7
38.43
28
1,585
412
1,362
424
1.6685
114,100
<1H OCEAN
-118.34
34.03
49
1,295
276
765
265
3.4306
130,200
<1H OCEAN
-119.95
38.95
8
430
107
36
18
2.625
187,500
INLAND
-117.23
33.68
10
3,659
650
1,476
515
3.8869
125,900
<1H OCEAN
-121.21
38.83
21
3,691
640
1,758
603
3.5607
151,900
INLAND
-121.27
37.97
39
1,023
243
550
224
1.1141
54,400
INLAND
-122.4
37.78
52
464
202
286
148
1.6125
112,500
NEAR BAY
-122.72
38.44
48
707
166
458
172
3.1797
140,400
<1H OCEAN
-117.93
34.06
37
1,505
262
798
259
5.4635
202,100
<1H OCEAN
-121.71
39.71
17
2,748
556
1,174
514
3.066
102,600
INLAND
-117.21
33.82
2
4,198
805
1,943
673
3.9052
122,100
INLAND
-122.31
37.56
36
1,727
340
952
337
4.7917
316,000
NEAR OCEAN
-121
37.63
31
215
62
192
66
1.75
73,800
INLAND
-118.17
34.05
39
962
229
999
221
3.375
126,000
<1H OCEAN
-124.09
40.44
38
2,220
426
1,041
401
2.3947
70,500
<1H OCEAN
-118.48
33.99
46
2,219
686
1,107
590
2.5523
387,500
<1H OCEAN
-122.05
38.26
32
1,070
199
631
195
2.6827
98,900
INLAND
-118.36
34.2
14
1,878
614
1,874
559
2.5267
231,800
<1H OCEAN
-121.92
37.64
46
1,280
209
512
208
5.1406
315,600
INLAND
-117.98
33.83
17
3,506
992
2,104
893
3.3006
185,800
<1H OCEAN
-121.9
37.33
11
1,283
390
718
345
4.226
166,700
<1H OCEAN
-122.39
37.76
52
157
28
88
27
3.675
162,500
NEAR BAY
-117.01
32.81
21
4,203
618
1,620
600
5.3441
193,500
<1H OCEAN
-121.4
36.83
11
3,701
739
1,749
654
3.067
207,900
INLAND
-117.78
34.11
23
7,079
1,381
3,205
1,327
3.0735
212,300
INLAND
-116.21
33.75
22
894
null
830
202
3.0673
68,200
INLAND
-120.36
38.21
10
4,300
845
1,480
609
2.8208
139,900
INLAND
-121.3
37.96
31
2,668
812
1,398
721
1.125
110,400
INLAND
-122.11
37.65
18
4,335
808
2,041
734
3.4861
331,600
NEAR BAY
-118.12
33.9
35
3,478
730
1,885
673
2.9375
206,500
<1H OCEAN
-119.98
38.92
27
2,682
606
1,010
399
3.15
86,900
INLAND
-118.56
34.23
36
2,406
432
1,242
454
4.6944
221,800
<1H OCEAN