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
-122.27
37.91
47
1,930
315
692
296
6.3669
315,500
NEAR BAY
-118.26
34.13
37
196
74
194
68
1.2188
218,800
<1H OCEAN
-117.35
34.01
23
3,707
769
1,938
658
2.725
95,300
INLAND
-117.08
32.75
16
1,111
328
930
303
1.2347
128,100
NEAR OCEAN
-118.36
33.93
19
3,103
918
2,033
738
2.6961
212,500
<1H OCEAN
-117.27
32.85
34
2,105
444
780
406
2.3187
488,900
NEAR OCEAN
-121.63
39.82
11
3,974
727
1,610
634
2.6147
107,700
INLAND
-117.3
34.15
38
740
163
332
138
2.4107
88,000
INLAND
-118.27
34.03
51
1,280
422
1,560
381
1.7115
125,000
<1H OCEAN
-121.95
37.39
24
5,230
934
3,795
970
5.4228
264,100
<1H OCEAN
-119.78
36.27
29
1,871
315
1,066
309
4.5714
100,800
INLAND
-118.05
33.9
41
550
129
642
125
1.875
119,900
<1H OCEAN
-121.3
38.64
20
5,001
830
2,330
830
4.0833
160,000
INLAND
-122.2
37.76
37
2,680
736
1,925
667
1.4097
84,600
NEAR BAY
-117.93
33.76
21
2,884
662
2,613
645
4.05
177,900
<1H OCEAN
-117.99
33.8
18
383
94
487
98
3.975
162,500
<1H OCEAN
-118.05
34.16
36
3,908
732
1,688
725
4.5625
376,800
INLAND
-121.42
38.62
33
3,171
832
1,591
695
2.0786
88,600
INLAND
-122.69
38.36
6
5,496
1,374
2,502
1,189
2.4827
177,500
<1H OCEAN
-122.3
37.9
41
2,053
435
873
415
3.4091
223,000
NEAR BAY
-119.8
36.75
46
2,625
593
1,368
551
1.5273
59,000
INLAND
-117.73
33.53
3
6,388
920
2,129
819
7.8915
420,600
<1H OCEAN
-122.29
38.31
25
4,927
1,005
2,756
998
2.7325
162,900
NEAR BAY
-118.23
34.21
38
1,399
390
859
386
3.4148
234,800
<1H OCEAN
-118.04
34.12
30
2,170
318
984
309
5.6916
500,001
INLAND
-117.81
33.64
4
1,741
225
811
233
12.3411
500,001
<1H OCEAN
-118.21
34.65
17
4,001
814
2,313
756
3.0441
140,100
INLAND
-121.75
36.92
46
1,362
321
1,068
305
2.4615
177,800
<1H OCEAN
-121.64
39.11
18
3,212
542
1,817
508
3.3793
92,900
INLAND
-121.32
38.89
9
5,927
1,269
3,369
1,176
2.8194
111,300
INLAND
-117.75
34.05
37
378
92
503
103
2.1908
94,600
INLAND
-118.9
34.3
13
5,591
1,013
3,188
971
5.5925
208,600
<1H OCEAN
-118.37
34.13
28
4,287
627
1,498
615
8.5677
500,001
<1H OCEAN
-122.43
37.81
39
3,275
837
1,137
725
3.7679
500,001
NEAR BAY
-118.47
33.99
37
2,155
721
1,082
637
3.4071
267,500
<1H OCEAN
-119.82
36.79
18
5,822
1,439
3,415
1,224
1.6854
64,700
INLAND
-120.01
38.89
24
1,669
422
589
281
3.0089
100,800
INLAND
-117.89
33.99
22
3,272
618
1,784
591
4.0324
211,300
<1H OCEAN
-117.11
32.75
11
1,607
478
1,384
450
2.05
100,000
NEAR OCEAN
-122.18
37.81
30
292
38
126
52
6.3624
483,300
NEAR BAY
-118.24
33.92
42
328
100
605
87
2.4464
97,400
<1H OCEAN
-117.91
34.04
15
8,749
1,761
5,278
1,691
4.6324
168,800
<1H OCEAN
-118.33
34.03
33
2,314
624
1,714
582
1.7377
183,900
<1H OCEAN
-120.47
34.65
31
1,438
320
816
270
2.4583
128,100
NEAR OCEAN
-117.15
32.74
43
2,383
607
962
587
2.2578
263,600
NEAR OCEAN
-116.95
32.81
31
1,277
293
698
237
3.1106
147,700
<1H OCEAN
-124.11
40.93
25
2,392
474
1,298
461
3.5076
73,600
NEAR OCEAN
-117.85
34.14
35
1,582
248
654
221
4.9091
275,000
INLAND
-122.17
37.74
43
818
193
494
179
2.4776
101,600
NEAR BAY
-118.04
34.04
35
1,734
363
1,527
344
3
160,600
<1H OCEAN
-118.66
34.19
23
7,544
1,031
3,221
1,043
7.642
374,900
<1H OCEAN
-121.84
37.34
33
1,019
191
938
215
4.0929
165,000
<1H OCEAN
-115.58
32.79
14
1,687
507
762
451
1.6635
64,400
INLAND
-117.42
33.94
26
2,420
532
1,383
469
3.5403
113,500
INLAND
-117.99
33.79
21
2,695
707
1,888
683
3.2857
213,300
<1H OCEAN
-122.04
37.96
20
1,143
346
578
298
2.2411
151,800
NEAR BAY
-119.79
36.78
41
2,227
462
1,129
415
2.319
59,100
INLAND
-118.48
34.25
36
1,951
395
1,040
375
5.1619
195,300
<1H OCEAN
-117.09
32.91
16
2,005
266
827
270
7.0546
282,200
<1H OCEAN
-117.42
34.1
18
3,977
809
2,231
742
4.1399
115,400
INLAND
-117.98
33.76
29
1,518
312
1,086
317
4.32
196,900
<1H OCEAN
-118.11
33.95
34
1,723
279
617
252
6.7501
400,000
<1H OCEAN
-121.82
37.37
42
2,913
577
1,873
580
3.7214
167,900
<1H OCEAN
-118.42
34.06
52
1,881
334
640
321
6.871
500,001
<1H OCEAN
-117.89
33.76
36
2,656
572
2,370
571
3.8056
177,200
<1H OCEAN
-122.83
38.98
17
1,383
347
719
296
1.6164
77,800
INLAND
-118.07
34.17
35
2,142
373
986
374
5.7051
326,000
INLAND
-118.39
33.88
35
1,267
216
521
191
6.0441
470,000
<1H OCEAN
-118.49
34.02
28
1,394
582
716
543
1.5132
450,000
<1H OCEAN
-120.02
38.92
24
1,194
246
414
151
3.2396
101,900
INLAND
-118.03
34.08
37
775
179
726
183
3.25
159,200
INLAND
-118.35
33.82
28
7,591
1,710
3,420
1,635
4.0708
328,900
<1H OCEAN
-117.89
33.61
44
2,126
423
745
332
5.1923
500,001
<1H OCEAN
-118.15
33.85
36
1,435
249
606
234
4.1439
212,600
<1H OCEAN
-117.29
33.97
4
18,767
3,032
8,805
2,723
4.6667
160,600
INLAND
-118.24
34.22
41
2,476
506
1,271
485
3.4531
263,900
<1H OCEAN
-118.18
34.1
10
1,940
445
763
412
4.975
166,700
<1H OCEAN
-118
33.71
19
4,808
1,029
2,422
971
4.0121
279,700
<1H OCEAN
-118.39
34.17
26
3,345
818
1,599
773
3.3516
241,500
<1H OCEAN
-121.98
38.34
13
3,616
672
2,022
652
4.0536
134,800
INLAND
-122.08
37.38
36
782
130
348
128
6.828
383,900
NEAR BAY
-117.84
33.66
5
665
171
384
171
4.5833
230,400
<1H OCEAN
-122.78
38.37
21
795
163
414
162
3.7991
175,000
<1H OCEAN
-119.8
36.29
7
479
84
327
103
5.1728
107,500
INLAND
-119.56
36.08
37
766
189
639
190
1.6607
42,100
INLAND
-122.4
37.73
45
3,490
712
2,337
781
3.4472
225,400
NEAR BAY
-119.81
36.78
36
1,650
313
660
298
3
79,700
INLAND
-121.89
37.23
20
7,754
976
3,094
941
8.19
361,600
<1H OCEAN
-118.3
34.07
36
2,657
738
2,274
723
3.425
281,700
<1H OCEAN
-117.56
33.88
36
838
210
722
180
2.4861
96,200
INLAND
-122.31
37.57
45
1,165
236
845
251
4.1875
267,300
NEAR OCEAN
-119.68
36.8
7
2,855
518
1,748
498
4.2066
88,400
INLAND
-118.08
34.04
20
5,841
1,146
3,273
1,131
4.7222
185,100
<1H OCEAN
-118.13
33.85
36
1,885
391
1,049
405
3.55
212,800
<1H OCEAN
-122.42
37.63
46
66
11
30
12
2.375
275,000
NEAR OCEAN
-117.02
32.74
30
4,205
772
2,012
734
3.5
144,700
NEAR OCEAN
-118.53
34.18
16
7,194
1,976
3,687
1,894
3.1887
189,300
<1H OCEAN
-118.11
33.82
36
1,742
340
857
341
4.6875
218,200
<1H OCEAN
-121.67
39.37
27
2,599
502
1,241
502
1.9943
86,300
INLAND
-122.4
40.57
23
1,321
259
749
222
1.655
90,100
INLAND