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
-122.05
37.93
5
4,274
1,153
1,503
881
4.0473
266,500
NEAR BAY
-121.28
37.94
40
2,806
685
2,268
635
1.8814
57,700
INLAND
-118.4
34.17
27
3,588
911
1,891
871
3.4013
286,000
<1H OCEAN
-118.21
33.83
38
793
193
601
187
2.8837
176,100
NEAR OCEAN
-116.97
33.94
29
3,197
632
1,722
603
3.0432
91,200
INLAND
-118.3
34.02
34
3,184
772
2,474
705
1.631
137,500
<1H OCEAN
-117.08
32.65
28
2,296
603
1,277
550
2.3562
123,800
NEAR OCEAN
-118.2
33.86
27
2,732
867
1,690
794
2.6465
160,200
<1H OCEAN
-122.39
40.64
13
3,604
704
1,598
670
2.4141
78,700
INLAND
-122.5
37.76
43
2,108
456
1,299
447
3.1406
316,200
NEAR OCEAN
-120.1
39.17
33
1,849
384
218
92
1.7083
143,800
INLAND
-116.36
33.78
6
24,121
4,522
4,176
2,221
3.3799
239,300
INLAND
-121.44
38.47
16
1,215
223
787
233
4.1597
95,900
INLAND
-117.92
33.85
44
1,231
258
682
244
3.2344
170,100
<1H OCEAN
-117.71
34.08
29
1,276
283
1,216
316
2.5972
134,300
INLAND
-118.43
34.01
43
1,487
242
675
247
5.3403
489,800
<1H OCEAN
-118.18
34.04
44
1,079
275
1,249
249
3.0417
141,700
<1H OCEAN
-118.09
33.77
26
1,388
409
515
392
1.8015
62,000
<1H OCEAN
-120.77
37.64
8
3,294
667
2,277
652
2.6417
96,800
INLAND
-124.15
40.59
39
1,186
238
539
212
2.0938
79,600
NEAR OCEAN
-121.43
37.76
7
2,125
508
1,358
464
3.6312
147,600
INLAND
-118.16
34.03
40
2,201
636
2,682
595
2.359
143,400
<1H OCEAN
-118.29
34.05
40
907
349
1,426
323
1.8571
143,800
<1H OCEAN
-122.04
36.96
32
1,438
306
802
293
4.1964
202,000
NEAR OCEAN
-118.03
33.98
46
1,974
465
880
441
2.7578
236,800
<1H OCEAN
-120.96
37.65
34
1,700
325
972
326
2.4485
95,500
INLAND
-118.3
33.86
35
2,016
365
1,083
369
5.1727
230,200
<1H OCEAN
-123.79
39.44
36
1,330
273
761
286
2.7813
105,800
<1H OCEAN
-121.25
37.98
39
1,765
414
1,056
414
1.5329
48,300
INLAND
-118.42
33.99
35
1,701
482
1,428
494
3.725
284,600
<1H OCEAN
-121.23
37.92
28
590
129
315
99
1.8958
85,700
INLAND
-118.1
33.84
36
1,557
270
697
251
4.5417
219,600
<1H OCEAN
-121.24
37.93
21
1,185
237
960
245
2.0893
65,000
INLAND
-117.08
32.58
22
2,128
477
1,420
450
3.2687
131,000
NEAR OCEAN
-123.43
40.22
20
133
35
87
37
3.625
67,500
INLAND
-117.83
33.81
28
1,972
315
970
326
5.4298
234,200
<1H OCEAN
-121.3
38.58
16
1,537
null
1,125
375
2.6471
90,700
INLAND
-122.48
37.67
15
2,897
728
2,340
720
3.3906
303,700
NEAR OCEAN
-118.19
33.98
40
973
272
1,257
258
2.8214
158,000
<1H OCEAN
-117.88
33.85
18
2,705
713
2,726
674
2.7759
200,000
<1H OCEAN
-122.34
37.57
52
2,547
373
876
359
8.2598
500,001
NEAR OCEAN
-117.93
33.84
23
2,870
653
1,680
598
3.2301
189,900
<1H OCEAN
-121.62
39.79
11
3,835
727
1,456
658
2.5374
97,200
INLAND
-118.32
33.95
44
2,131
360
1,040
330
5.0912
169,800
<1H OCEAN
-122.15
37.75
44
1,938
399
946
331
3.225
135,800
NEAR BAY
-118
34.15
43
2,583
633
1,544
617
2.5417
178,300
INLAND
-122.48
37.79
52
1,647
236
546
227
9.1881
500,001
NEAR BAY
-122.49
37.86
35
2,729
538
969
528
6.7669
500,001
NEAR BAY
-119.64
36.85
15
2,397
353
1,258
347
4.9904
157,300
INLAND
-118.25
33.89
35
1,582
391
1,957
404
2.4537
91,500
<1H OCEAN
-122.21
37.78
49
898
244
779
245
3.0536
137,500
NEAR BAY
-117.97
33.86
12
1,370
367
1,022
296
3.6471
141,700
<1H OCEAN
-118.78
34.25
13
1,841
237
833
231
7.7785
404,700
<1H OCEAN
-120.96
37.48
32
1,256
212
682
236
2.9844
135,900
INLAND
-121.85
36.6
41
3,138
717
1,890
642
2.4864
140,400
<1H OCEAN
-122.55
38.07
5
1,495
235
555
201
6.7232
345,000
NEAR BAY
-117.87
33.84
10
3,381
729
1,584
636
5.3812
235,400
<1H OCEAN
-122.24
40.16
19
2,500
509
1,293
494
2.035
55,100
INLAND
-121.23
37.84
28
1,347
241
713
225
4.0208
155,700
INLAND
-121.47
38.72
26
1,708
299
911
290
4.0227
99,800
INLAND
-118.17
33.78
44
2,364
746
3,184
672
1.918
147,500
NEAR OCEAN
-116.41
33.74
17
4,289
893
958
440
2.4659
177,800
INLAND
-118.1
34.18
39
2,321
336
880
339
7.7108
450,000
INLAND
-119.79
36.72
41
1,562
322
927
277
1.3047
44,100
INLAND
-118.41
33.89
35
1,194
292
507
295
9.0812
500,001
<1H OCEAN
-117.91
33.61
38
1,232
178
410
171
11.075
500,001
<1H OCEAN
-122.21
37.44
35
1,140
193
486
199
4.6908
500,001
NEAR OCEAN
-122.09
37.69
43
500
110
273
120
3.3125
150,000
NEAR BAY
-123.02
38.81
35
956
213
488
215
3.025
140,600
<1H OCEAN
-117.06
33.03
23
2,023
309
678
340
7.0913
265,400
<1H OCEAN
-118.19
33.8
41
2,125
591
1,604
555
2.9943
190,600
NEAR OCEAN
-118.37
34.06
52
843
160
333
151
4.5192
446,000
<1H OCEAN
-118.25
34.11
52
125
42
99
40
3.4375
170,000
<1H OCEAN
-122.29
40.47
20
2,858
612
1,422
589
1.9657
63,000
INLAND
-122.72
38.42
26
3,604
734
2,605
704
3.0969
143,800
<1H OCEAN
-118.06
34.12
35
2,053
369
1,044
375
4.1875
275,400
INLAND
-117.86
33.74
38
2,415
642
3,242
599
3.425
165,600
<1H OCEAN
-116.21
33.72
28
2,488
714
2,891
676
2.3169
68,900
INLAND
-122.46
37.65
21
2,751
502
2,027
491
5.2573
322,900
NEAR OCEAN
-121.88
37.67
25
2,244
301
937
324
6.4524
296,900
INLAND
-118.23
34.23
34
2,377
362
1,055
362
6
367,100
<1H OCEAN
-118.36
33.97
19
4,651
1,281
2,917
1,121
2.6823
142,500
<1H OCEAN
-121.82
37.28
33
2,873
489
1,946
475
5.0709
176,400
<1H OCEAN
-117.66
33.57
16
2,483
443
1,357
400
5.5545
214,200
<1H OCEAN
-117.08
32.7
37
2,176
418
1,301
375
2.875
98,900
NEAR OCEAN
-118.06
33.82
24
3,983
675
1,568
638
4.6458
213,400
<1H OCEAN
-122.53
37.92
42
1,741
301
723
306
5.5379
410,500
NEAR BAY
-118.17
33.79
28
1,219
408
1,816
348
1.7589
118,300
NEAR OCEAN
-118.26
34.12
52
1,942
476
1,375
477
2.7348
209,100
<1H OCEAN
-122.09
37.67
33
2,431
655
1,854
603
2.7019
154,000
NEAR BAY
-118.14
34.68
33
2,815
485
1,447
489
4.2679
119,600
INLAND
-118.41
34.04
52
2,113
332
800
327
11.1768
500,001
<1H OCEAN
-118.19
34.05
47
1,273
264
1,193
260
2.4375
122,900
<1H OCEAN
-119.7
36.8
31
1,746
321
1,186
360
2.6932
66,400
INLAND
-118.2
33.96
43
1,233
306
1,190
282
2.8371
161,300
<1H OCEAN
-121.85
39.73
17
3,425
827
2,469
758
0.9393
88,900
INLAND
-121.82
36.61
24
2,437
438
1,430
444
3.8015
169,100
<1H OCEAN
-114.57
33.57
20
1,454
326
624
262
1.925
65,500
INLAND
-122.11
37.64
8
3,592
849
1,907
746
3.6708
197,900
NEAR BAY
-118.17
34.08
39
787
181
731
179
3.2279
158,500
<1H OCEAN