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
-122.18
38.23
21
2,475
341
812
308
7.2589
320,400
NEAR BAY
-118.25
34
32
1,218
342
1,292
304
1.5781
102,900
<1H OCEAN
-120.76
38.65
17
2,319
430
1,126
372
3.5511
155,900
INLAND
-118.52
34.36
5
4,222
712
2,024
646
5.8703
500,001
<1H OCEAN
-117.15
32.75
27
3,166
867
1,332
817
2.6742
171,400
NEAR OCEAN
-117.71
33.61
26
3,046
726
888
663
2.6848
74,100
<1H OCEAN
-118.07
34.14
42
3,200
685
1,668
628
3.375
260,400
INLAND
-116.29
33.74
6
12,991
2,555
4,571
1,926
4.7195
199,300
INLAND
-118.48
34.25
35
1,442
276
795
268
4.9688
216,900
<1H OCEAN
-118.06
34.09
36
1,239
238
717
237
3.244
258,100
<1H OCEAN
-121.93
37.25
21
1,354
289
639
273
4.5333
234,200
<1H OCEAN
-117.1
33.09
5
12,045
2,162
5,640
1,997
4.4375
353,000
<1H OCEAN
-118.27
34.13
46
1,613
396
966
416
2.9392
230,300
<1H OCEAN
-117.29
33.1
6
6,091
1,018
2,064
957
5.1837
259,800
NEAR OCEAN
-117.96
34.09
6
1,954
534
1,584
496
3.1621
131,000
INLAND
-118.45
34.06
52
204
34
1,154
28
9.337
500,001
<1H OCEAN
-118.15
34.13
34
824
224
430
213
3.6389
215,000
<1H OCEAN
-121.84
39.72
52
1,457
389
802
342
0.9566
69,000
INLAND
-116.97
33.75
22
3,740
965
2,011
824
1.3039
77,500
INLAND
-118.55
34.38
24
6,246
1,028
2,803
999
6.3002
282,900
<1H OCEAN
-119.77
36.81
28
1,713
302
663
282
3.567
85,500
INLAND
-117.37
34
41
1,248
278
770
250
3.025
90,600
INLAND
-117.06
34.03
27
1,945
446
859
418
1.5203
126,200
INLAND
-118.46
34.27
30
1,576
282
1,004
284
4.8015
179,700
<1H OCEAN
-118.23
33.93
37
239
49
308
52
1.4028
105,400
<1H OCEAN
-121.42
37.75
33
1,329
266
683
233
4.3687
128,700
INLAND
-121.43
38.65
18
909
198
661
176
3.1696
77,400
INLAND
-118.1
33.79
36
3,359
596
1,522
565
5.1805
249,400
<1H OCEAN
-121.96
37.33
35
2,294
411
1,054
449
4.0667
276,900
<1H OCEAN
-118.38
34.06
28
2,522
616
991
574
3.1475
362,500
<1H OCEAN
-117
34.89
29
2,637
512
1,188
446
2.99
69,400
INLAND
-116.68
33.71
21
3,460
711
658
255
3.5882
161,100
INLAND
-119.64
36.31
27
1,513
314
1,071
284
1.5909
50,100
INLAND
-118.24
34.06
33
390
199
435
193
1.1979
350,000
<1H OCEAN
-119.51
34.39
32
1,921
394
951
334
3.233
346,000
NEAR OCEAN
-117.87
33.84
16
1,545
354
730
350
4.5112
139,000
<1H OCEAN
-118.18
34.02
35
661
142
720
143
2.8977
142,500
<1H OCEAN
-119.35
36.22
32
1,290
304
852
309
1.4429
54,600
INLAND
-116
33.19
16
245
57
81
33
1.2639
51,300
INLAND
-118.17
33.96
25
2,249
681
2,621
628
2.3
164,200
<1H OCEAN
-117.88
33.73
36
2,471
498
2,594
475
3.75
170,500
<1H OCEAN
-117.68
34.14
4
4,791
695
1,871
659
6.9532
277,000
INLAND
-118.1
33.9
43
1,237
243
776
246
4.325
166,000
<1H OCEAN
-117.93
33.63
10
2,766
732
1,332
646
4.6161
226,300
<1H OCEAN
-122.7
38.45
39
2,015
335
640
315
4.1734
240,500
<1H OCEAN
-121.96
37.52
26
4,211
741
2,352
734
5.2396
223,900
<1H OCEAN
-122.35
37.53
27
2,169
305
905
319
7.7743
453,100
NEAR OCEAN
-122.46
37.79
52
2,005
359
847
356
4.1029
500,001
NEAR BAY
-117.69
33.65
15
5,394
748
2,383
706
7.5619
302,000
<1H OCEAN
-117.91
33.76
20
4,413
null
4,818
1,063
2.8594
215,100
<1H OCEAN
-118.45
34.25
36
1,453
270
808
275
4.3839
204,600
<1H OCEAN
-117.68
33.52
5
3,621
632
1,546
567
5.753
322,800
<1H OCEAN
-122.42
40.59
24
5,045
972
2,220
979
2.6792
138,900
INLAND
-118.43
34.06
11
3,184
641
911
463
7.2675
500,001
<1H OCEAN
-121.83
37.23
22
5,507
841
2,785
848
6.0889
245,200
<1H OCEAN
-121.99
37.96
16
3,324
479
1,470
461
7.6166
260,400
INLAND
-117.21
33.13
19
3,068
596
912
554
3.775
168,000
NEAR OCEAN
-117.18
33.11
16
3,470
601
1,197
552
5.1814
279,900
NEAR OCEAN
-119.72
34.43
33
1,028
377
753
356
2.3454
243,800
<1H OCEAN
-118.04
33.88
17
4,807
838
3,059
853
5.7619
297,300
<1H OCEAN
-118.33
34.1
29
732
288
691
278
2.1866
250,000
<1H OCEAN
-117.32
33.8
11
3,196
576
1,757
552
4.0982
173,300
INLAND
-121.92
40.52
13
4,581
881
1,799
734
2.2993
99,500
INLAND
-116.38
34.2
14
4,985
1,238
2,517
954
2.0674
65,000
INLAND
-117.88
34.11
18
2,923
670
1,751
656
3.2383
157,000
<1H OCEAN
-123.21
39.2
17
3,145
693
1,560
647
2.2926
149,300
<1H OCEAN
-122.46
37.71
47
1,527
283
1,102
282
4
231,600
NEAR OCEAN
-117.69
34.1
17
3,759
1,035
1,722
847
2.6074
137,500
INLAND
-118.34
34.17
46
1,718
344
756
343
3.2125
247,000
<1H OCEAN
-120.31
37.64
11
2,403
497
890
344
3
120,800
INLAND
-116.5
33.95
10
7,249
1,882
4,274
1,621
1.6983
66,600
INLAND
-120.46
37.3
36
3,346
739
2,151
713
2.3095
68,300
INLAND
-118.24
33.91
37
1,607
377
1,526
375
1.7158
94,300
<1H OCEAN
-118.02
33.94
33
2,382
404
1,339
389
5.3016
192,200
<1H OCEAN
-121.51
38.58
42
1,822
636
1,372
560
1.2542
76,000
INLAND
-117.93
33.68
33
2,664
432
1,197
429
5.069
264,200
<1H OCEAN
-117.64
34.02
10
4,887
930
2,637
831
4.0611
158,000
INLAND
-119.48
36.44
22
1,389
290
1,185
271
2.0857
49,200
INLAND
-120.81
38.89
17
1,438
324
675
268
2.9444
119,300
INLAND
-122.18
37.77
27
909
236
396
157
2.0786
97,500
NEAR BAY
-118.95
34.81
30
2,817
604
1,089
412
3.1364
123,500
INLAND
-118.5
34.24
34
2,634
412
1,114
423
5.9401
315,300
<1H OCEAN
-118.4
34.04
40
2,079
268
720
282
9.272
500,001
<1H OCEAN
-122.4
37.76
52
1,495
311
506
275
4.4375
320,000
NEAR BAY
-117.96
34
33
5,462
952
3,527
914
4.4038
186,700
<1H OCEAN
-118.49
34.11
27
6,603
879
2,336
868
13.2935
500,001
<1H OCEAN
-122.44
37.79
52
1,903
461
831
433
4.4464
500,001
NEAR BAY
-122.01
39.21
39
1,214
250
660
249
2.4559
75,000
INLAND
-120.91
39.39
16
352
105
226
82
1.6094
79,500
INLAND
-118.25
34.12
21
739
265
861
246
2.4856
181,300
<1H OCEAN
-123.88
40.93
28
1,272
259
519
220
3.2891
106,300
<1H OCEAN
-117.73
33.51
5
4,549
786
1,238
632
6.1785
295,900
<1H OCEAN
-122.09
37.98
14
5,381
871
2,296
872
5.6875
211,000
NEAR BAY
-121.83
37.27
14
2,855
380
1,420
383
6.6712
311,500
<1H OCEAN
-118.11
34.08
45
1,106
226
779
205
4.5446
244,800
<1H OCEAN
-117.64
33.45
26
1,528
null
607
218
6.2871
325,500
NEAR OCEAN
-120.44
34.96
29
2,374
562
1,617
463
2.6531
108,300
<1H OCEAN
-118.27
34.14
29
3,768
1,211
2,320
1,030
2.7685
204,500
<1H OCEAN
-122.62
37.85
30
833
164
358
143
6.8198
493,800
NEAR OCEAN
-117.66
34.15
20
2,524
311
965
285
8.0103
395,500
INLAND