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
-121.34
37.99
11
4,487
868
2,195
780
3.9615
194,600
INLAND
-118.21
34.03
44
1,550
407
1,718
403
2.5268
141,100
<1H OCEAN
-117.68
35.63
18
4,334
641
1,777
661
6.0653
105,300
INLAND
-117.79
33.56
36
2,057
329
658
309
7.866
500,001
<1H OCEAN
-122.5
37.92
30
2,270
359
974
351
5.5926
300,900
NEAR BAY
-119.64
36.56
34
576
117
363
97
2.0658
92,500
INLAND
-117.92
34.1
35
2,994
603
1,933
561
4.0052
160,700
<1H OCEAN
-117.67
33.64
11
2,722
554
1,565
508
5.1645
164,100
<1H OCEAN
-121.3
38.03
13
1,014
200
712
197
3.1471
102,800
INLAND
-122.41
37.75
52
2,515
576
1,209
540
3.5912
284,900
NEAR BAY
-122.07
37.39
19
1,465
342
646
345
4.712
289,300
NEAR BAY
-117.86
33.65
4
3,618
767
1,326
714
5.4284
500,001
<1H OCEAN
-121.81
39.7
21
5,051
1,054
2,948
980
1.5863
81,300
INLAND
-117.3
33.07
16
3,147
765
2,165
690
3.5585
284,800
NEAR OCEAN
-121.9
37.27
33
3,410
583
1,739
588
5.0714
255,600
<1H OCEAN
-120.79
38.24
19
1,003
235
538
190
2.9821
90,400
INLAND
-118.08
34.08
38
1,889
407
1,330
396
3.9219
205,200
<1H OCEAN
-117.04
32.63
26
2,074
356
1,228
335
4.1154
160,200
NEAR OCEAN
-117.1
32.97
17
3,167
861
2,098
828
2.4459
85,800
<1H OCEAN
-118.09
34.63
31
1,537
416
1,239
397
1.9722
99,200
INLAND
-121.92
36.62
52
2,584
599
790
444
2.5263
286,400
NEAR OCEAN
-122.49
37.78
42
2,723
579
1,419
519
3.6429
328,400
NEAR BAY
-122.53
37.97
37
1,340
322
621
314
3.5588
268,800
NEAR BAY
-119.57
36.7
34
1,759
354
899
337
2.6823
72,900
INLAND
-122.08
37.63
31
767
171
548
185
3.7614
176,000
NEAR BAY
-117.53
33.94
21
5,675
935
2,834
865
4.2263
203,200
INLAND
-122.57
38.02
33
9,531
1,487
3,798
1,409
5.6512
314,000
NEAR BAY
-121.95
37.35
42
1,421
330
659
303
3.3333
237,900
<1H OCEAN
-115.52
32.77
18
1,715
337
1,166
333
2.2417
79,200
INLAND
-120.47
35.74
9
4,267
785
2,065
691
3.7303
162,700
<1H OCEAN
-118.26
33.78
21
2,188
706
2,265
652
1.9923
164,700
NEAR OCEAN
-117.06
33.04
17
1,785
255
667
277
5.7382
278,000
<1H OCEAN
-122.59
38.12
25
7,784
1,145
3,445
1,166
6.0132
287,900
<1H OCEAN
-117.12
34.06
38
281
55
151
52
1.3906
120,800
INLAND
-117.67
34.04
13
2,295
374
1,284
378
5.2551
194,300
INLAND
-117.37
33.19
38
861
213
486
204
4.1875
185,000
NEAR OCEAN
-121.62
36.14
25
726
274
411
214
3.2375
450,000
NEAR OCEAN
-117.94
34.03
35
1,375
249
1,015
239
4.0521
151,800
<1H OCEAN
-121.27
38.02
32
342
58
138
52
2.9821
155,000
INLAND
-117.97
33.93
33
1,700
369
981
362
4.5461
194,000
<1H OCEAN
-115.99
33.4
15
1,945
536
515
273
2.0109
54,300
INLAND
-117.77
33.69
14
1,413
372
744
338
3.7988
184,100
<1H OCEAN
-118.08
34.01
34
1,914
549
2,122
529
2.5969
150,200
<1H OCEAN
-120.7
35.28
14
3,768
682
1,884
664
4.6071
239,900
NEAR OCEAN
-117.18
33.15
7
6,225
1,683
5,410
1,580
2.32
117,500
<1H OCEAN
-118.83
34.23
6
8,803
1,114
3,385
1,010
8.7288
425,800
<1H OCEAN
-118.09
34.7
6
4,558
804
1,543
563
2.8548
138,500
INLAND
-117.32
34.55
18
279
59
188
60
0.8246
91,700
INLAND
-116.94
32.82
35
1,737
285
826
294
3.2411
159,200
<1H OCEAN
-118.37
34.18
36
1,608
373
1,217
374
2.9728
190,200
<1H OCEAN
-117.08
33.12
43
107
44
107
48
0.7054
137,500
<1H OCEAN
-121.9
37.36
38
1,141
333
1,028
291
2.7333
182,500
<1H OCEAN
-117.93
33.62
33
1,890
416
859
329
4.5658
500,001
<1H OCEAN
-121.93
37.35
36
1,823
410
1,589
387
3.1065
234,100
<1H OCEAN
-117.69
34.01
30
2,598
573
2,170
518
2.3
95,600
INLAND
-122
37.23
36
3,191
430
1,234
440
9.0704
500,001
<1H OCEAN
-118.01
34.06
26
557
153
455
196
2.7721
155,400
INLAND
-118.16
33.87
32
1,854
471
1,363
478
2.6406
156,700
<1H OCEAN
-118.32
34.03
47
1,082
198
455
193
3.0132
223,200
<1H OCEAN
-122.12
37.42
36
2,607
551
1,165
523
5.1524
373,100
NEAR BAY
-119.04
35.95
25
1,009
246
994
222
1.8462
55,800
INLAND
-119.23
34.19
16
5,297
810
1,489
667
6.4522
500,001
NEAR OCEAN
-122.34
40.32
12
3,848
689
2,008
683
2.6352
92,200
INLAND
-120.69
35.26
20
1,248
231
722
225
4.625
221,800
NEAR OCEAN
-117.23
32.8
21
2,429
579
1,011
538
3.225
229,400
NEAR OCEAN
-117.09
32.99
18
3,215
588
1,618
509
4.6028
216,800
<1H OCEAN
-123.08
41.26
34
2,773
679
1,066
424
1.6757
63,300
INLAND
-118.26
34.02
39
698
232
1,046
228
2.2356
119,500
<1H OCEAN
-121.59
39.39
22
2,515
482
1,284
462
2.1776
73,800
INLAND
-122.09
37.39
34
1,508
483
774
443
2.7279
365,600
NEAR BAY
-117.08
32.97
3
17,466
3,336
7,644
2,895
5.4584
246,500
<1H OCEAN
-117.27
34.42
9
5,643
1,005
3,166
957
3.2077
93,300
INLAND
-122.32
37.52
17
6,645
1,034
2,557
1,032
6.3892
480,800
NEAR OCEAN
-116.95
33.86
1
6
2
8
2
1.625
55,000
INLAND
-122.03
38.27
24
3,580
735
1,959
731
2.7284
118,500
INLAND
-117.14
32.71
34
1,694
455
1,467
425
2.1164
139,400
NEAR OCEAN
-121.6
39.76
22
2,447
556
1,157
556
1.8245
85,500
INLAND
-118.44
34.27
35
777
187
1,022
186
3.4
139,600
<1H OCEAN
-118.86
34.22
26
1,932
280
886
289
5.0855
232,200
<1H OCEAN
-121.67
36.68
38
5,561
1,292
3,523
1,253
2.8289
168,300
<1H OCEAN
-118.38
34.19
30
977
264
736
258
1.9866
177,400
<1H OCEAN
-122.17
37.75
47
998
211
597
185
3.1587
100,400
NEAR BAY
-117.24
33.4
16
2,704
463
1,322
424
3.7857
227,000
<1H OCEAN
-120.02
38.91
22
2,138
493
829
330
2.2056
107,200
INLAND
-117.09
32.64
24
3,613
973
2,002
931
1.947
147,500
NEAR OCEAN
-122.85
38.62
16
4,418
704
1,908
697
4.5913
244,600
<1H OCEAN
-122.29
37.88
46
1,895
442
920
425
2.9926
192,100
NEAR BAY
-118.86
35.9
38
298
55
161
47
4.125
71,300
INLAND
-117.81
33.67
9
3,279
530
1,447
510
7.4581
296,600
<1H OCEAN
-121.84
37.32
14
5,762
1,538
3,979
1,389
3.6953
192,600
<1H OCEAN
-118.18
34.03
26
859
255
835
232
1.1929
143,800
<1H OCEAN
-121.66
37.13
20
4,477
924
2,656
871
3.8788
226,900
<1H OCEAN
-117.95
34.03
33
1,782
394
1,517
376
3.3389
157,900
<1H OCEAN
-119.73
36.74
14
6,202
1,551
5,561
1,435
1.6073
64,700
INLAND
-114.68
33.49
20
1,491
360
1,135
303
1.6395
44,400
INLAND
-118.2
33.89
37
2,394
568
2,499
551
2.5321
105,100
<1H OCEAN
-118.22
33.98
34
2,283
809
3,032
832
2.4387
175,000
<1H OCEAN
-118.3
34.01
35
1,147
290
818
281
1.7961
111,700
<1H OCEAN
-118.08
34.16
42
3,490
665
1,713
620
4.5461
242,400
INLAND
-119.8
36.65
34
2,263
423
1,184
407
1.7692
74,200
INLAND