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
-118.43
33.96
38
1,104
216
415
163
6.1985
422,000
<1H OCEAN
-118.17
33.87
40
2,462
587
1,821
536
3.5646
162,600
<1H OCEAN
-122.33
37.56
34
6,394
1,619
2,400
1,496
3.4902
500,001
NEAR OCEAN
-117.87
33.9
21
3,181
447
1,416
469
6.8268
280,300
<1H OCEAN
-118.15
34.16
38
2,471
529
1,661
441
2.2765
146,600
<1H OCEAN
-122.18
39.93
35
1,387
272
610
237
2.1759
59,500
INLAND
-117.95
33.74
16
2,768
600
1,182
563
3.7162
201,200
<1H OCEAN
-118.39
33.87
34
2,395
469
1,087
438
5.9683
394,600
<1H OCEAN
-118.5
35.7
18
3,303
814
986
522
1.5957
101,400
INLAND
-118.04
34.15
34
1,523
311
676
295
3.3621
377,200
INLAND
-118.31
34.26
36
1,882
453
1,005
409
3.8
217,100
<1H OCEAN
-118
33.88
18
2,628
720
2,276
649
2.735
170,800
<1H OCEAN
-120.97
38.42
16
1,748
322
4,930
287
4.3029
121,900
INLAND
-121.37
38.69
29
2,103
380
1,124
387
3.0833
87,000
INLAND
-122.35
37.96
35
1,326
346
1,023
295
2.0724
97,700
NEAR BAY
-117.25
32.83
17
2,075
262
704
241
10.9529
500,001
NEAR OCEAN
-119.51
34.4
24
3,422
596
1,763
601
5.2039
301,300
NEAR OCEAN
-119.03
36.06
36
1,925
443
1,405
422
2.162
51,900
INLAND
-121.66
36.71
27
4,131
886
2,002
815
3.2929
157,500
<1H OCEAN
-117.81
33.74
24
2,696
649
1,908
626
3.3047
216,900
<1H OCEAN
-117.92
33.92
19
2,181
400
1,272
337
5.1952
302,100
<1H OCEAN
-118.42
34.16
17
277
70
119
59
4.0208
341,700
<1H OCEAN
-120.04
36.79
48
1,341
239
671
208
2.7917
82,800
INLAND
-121.33
38.01
27
1,612
234
630
255
5.318
155,100
INLAND
-115.49
32.69
17
1,960
389
1,691
356
1.899
64,000
INLAND
-119.09
34.35
20
4,725
881
2,823
869
4.0122
214,800
<1H OCEAN
-121.64
37.15
13
4,780
798
2,795
764
6.1684
288,100
<1H OCEAN
-121.24
38.63
4
11,021
1,565
3,857
1,494
7.2582
273,200
INLAND
-118.1
33.96
36
1,184
240
946
232
4.0357
162,500
<1H OCEAN
-118.27
33.97
34
1,462
394
1,310
351
1.1557
90,100
<1H OCEAN
-119.19
34.23
17
3,889
748
2,415
739
4.5
234,300
NEAR OCEAN
-119.76
36.76
23
3,800
1,003
3,786
917
1.4766
50,600
INLAND
-121.18
39.19
16
1,528
351
729
319
2.4688
138,800
INLAND
-118.43
34.21
26
2,867
671
1,955
640
4.125
226,500
<1H OCEAN
-122.45
37.91
27
2,682
382
935
369
10.0791
500,001
NEAR BAY
-118.17
33.92
43
2,099
398
1,276
387
3.1528
166,800
<1H OCEAN
-117.13
32.75
28
2,279
671
1,166
623
1.95
150,000
NEAR OCEAN
-117.7
34.07
33
1,552
288
1,326
303
3.7969
128,400
INLAND
-122.94
38.53
49
1,141
239
505
184
3.7143
148,800
<1H OCEAN
-122.11
37.43
35
3,584
535
1,405
538
7.3023
451,300
NEAR BAY
-122.19
37.77
41
2,036
510
1,412
454
2.0469
89,300
NEAR BAY
-124.19
40.77
30
2,975
634
1,367
583
2.442
69,000
NEAR OCEAN
-118.11
33.95
36
2,049
334
1,105
363
4.8036
261,300
<1H OCEAN
-118.14
34.17
34
2,384
604
2,073
540
2.3062
158,000
<1H OCEAN
-122.33
37.94
44
1,769
332
828
309
4.0526
150,800
NEAR BAY
-118.27
34.02
39
2,004
633
3,050
621
1.875
127,300
<1H OCEAN
-121.02
37.68
28
2,875
560
1,608
558
3.5489
106,400
INLAND
-117.21
34.05
4
2,904
764
1,250
664
3.2131
137,500
INLAND
-118.36
34.18
34
1,471
423
995
386
2.9583
188,700
<1H OCEAN
-118.21
34.03
47
876
228
872
231
2.2656
145,000
<1H OCEAN
-121.99
37.39
25
3,495
834
2,484
797
4.8145
230,700
<1H OCEAN
-118.34
33.97
45
2,230
364
949
344
5.5
188,200
<1H OCEAN
-122.45
37.79
52
2,196
280
668
291
10.0914
500,001
NEAR BAY
-120.64
35.65
9
3,466
673
2,356
619
2.9926
158,200
<1H OCEAN
-118.48
34.24
32
2,621
412
1,285
414
6.6537
267,600
<1H OCEAN
-121.36
38.63
28
6,119
985
2,631
934
4.875
146,400
INLAND
-118.29
33.97
48
3,139
587
1,319
506
3.5208
134,200
<1H OCEAN
-118.18
34.12
52
1,081
311
904
283
1.9219
165,100
<1H OCEAN
-114.73
33.43
24
796
243
227
139
0.8964
59,200
INLAND
-122.29
38.19
13
7,065
1,259
3,864
1,221
4.7472
148,600
NEAR BAY
-117.88
34.12
36
2,029
351
1,327
364
4.1836
164,300
<1H OCEAN
-122.44
37.8
52
3,257
735
1,045
620
4.5523
500,001
NEAR BAY
-118
33.93
24
4,534
967
2,547
895
3.9575
215,400
<1H OCEAN
-118.35
33.9
31
1,547
null
956
287
3.4698
225,000
<1H OCEAN
-119.92
34.44
17
2,143
324
1,073
330
6.0321
402,600
NEAR OCEAN
-118.04
33.92
35
2,469
522
2,151
537
3.4219
156,200
<1H OCEAN
-121.95
37.35
48
1,246
294
697
284
3.6118
235,500
<1H OCEAN
-117.03
32.69
10
901
163
698
167
4.6648
156,100
NEAR OCEAN
-123.96
40.57
31
1,854
365
883
310
2.3167
92,600
<1H OCEAN
-117.97
33.73
19
4,154
560
2,130
589
7.2845
301,800
<1H OCEAN
-121.3
37.97
52
2,980
537
1,128
510
4.061
113,600
INLAND
-118.17
34.07
37
1,155
225
814
241
3.875
148,500
<1H OCEAN
-122.43
37.76
52
2,242
459
751
464
4.75
500,001
NEAR BAY
-118.24
34.22
36
2,507
517
1,232
470
5.529
241,300
<1H OCEAN
-118.43
34.18
33
2,717
662
1,546
597
3.9099
267,500
<1H OCEAN
-117.92
34.08
35
1,897
311
965
323
5.7039
199,400
<1H OCEAN
-121
37.6
22
4,412
925
3,116
817
2.6899
82,100
INLAND
-118.14
33.79
23
2,573
688
1,478
604
3.4833
209,400
NEAR OCEAN
-118.11
34.15
26
2,193
558
1,186
559
3.6474
184,100
<1H OCEAN
-121.82
36.54
22
1,746
363
886
364
5.5469
378,800
<1H OCEAN
-118.02
33.62
11
3,969
834
1,508
754
4.3409
271,400
NEAR OCEAN
-118.16
34.04
45
332
70
302
60
3.1895
156,300
<1H OCEAN
-118.37
34.43
11
17,339
2,866
8,721
2,803
5.9507
225,200
INLAND
-122.02
37.37
8
5,686
1,489
3,250
1,329
4.2782
327,700
<1H OCEAN
-117.92
34.08
36
1,479
251
741
245
4.2986
189,600
<1H OCEAN
-116.85
34.25
5
5,806
1,030
569
219
4.0132
163,100
INLAND
-118.2
33.96
44
3,114
779
2,959
776
3.1875
171,700
<1H OCEAN
-118.35
33.89
34
1,740
387
1,249
375
4.1552
233,900
<1H OCEAN
-118.25
34.02
50
180
89
356
76
2.1944
158,300
<1H OCEAN
-121.2
37.79
36
866
160
502
149
2.4798
101,500
INLAND
-121.48
38.56
44
1,151
263
518
258
2.0089
113,600
INLAND
-117.3
34.15
40
961
199
509
182
2.06
85,500
INLAND
-117.49
34.02
21
3,736
738
2,021
640
4.4545
142,400
INLAND
-118.37
33.9
35
1,651
269
707
252
5.6482
294,800
<1H OCEAN
-120.43
34.87
26
1,699
272
799
266
3.9871
157,700
<1H OCEAN
-121.09
40.3
15
1,717
336
501
206
3.6477
113,400
INLAND
-121.88
37.37
14
6,016
1,404
3,258
1,316
3.5745
333,700
<1H OCEAN
-122.11
37.83
19
5,130
741
1,887
712
7.203
369,900
NEAR BAY
-122.04
37.37
23
5,135
911
2,351
863
5.2319
430,100
<1H OCEAN
-119.73
34.44
38
1,729
null
801
395
3.1364
357,500
NEAR OCEAN