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
-122.08
37.39
39
2,210
483
1,023
450
4.5833
342,400
NEAR BAY
-118.37
34.16
10
2,606
748
1,373
680
3.6128
225,000
<1H OCEAN
-118.2
33.93
41
857
201
934
227
2.6339
145,700
<1H OCEAN
-121.77
36.91
8
2,715
750
2,580
718
2.8348
162,000
<1H OCEAN
-122.01
37.4
24
1,297
297
441
282
3.1439
47,500
<1H OCEAN
-118.02
34.14
31
6,854
1,578
4,131
1,524
3.5878
222,800
INLAND
-122.44
37.8
52
1,603
487
727
464
3.9856
500,001
NEAR BAY
-122.54
37.62
35
1,481
277
747
254
4.4286
262,100
NEAR OCEAN
-119.74
34.45
29
2,526
388
1,092
409
6.0597
383,100
<1H OCEAN
-121.57
39.76
20
1,384
257
557
232
2.0882
104,900
INLAND
-121.48
38.57
47
2,438
804
1,148
747
1.4301
141,700
INLAND
-118.13
34.07
32
1,880
428
1,404
424
3.085
220,500
<1H OCEAN
-119.71
34.42
39
1,172
322
606
316
2.16
259,100
<1H OCEAN
-115.57
32.85
17
1,039
256
728
246
1.7411
63,500
INLAND
-118.14
34.01
42
1,007
277
1,060
268
3.0179
153,700
<1H OCEAN
-118.45
34.18
33
2,077
486
1,021
450
3.6019
225,000
<1H OCEAN
-121.49
39.52
25
848
153
436
155
3.9028
93,800
INLAND
-117.91
33.81
18
1,181
353
781
340
2.5625
153,100
<1H OCEAN
-117.32
34.03
13
3,853
761
1,685
669
3.9024
122,400
INLAND
-117.08
32.82
10
5,177
856
2,190
816
5.9734
271,700
<1H OCEAN
-118.9
35.26
31
6,145
1,492
5,666
1,457
1.9066
54,600
INLAND
-117.26
32.81
25
2,076
586
1,060
554
2.8421
227,800
NEAR OCEAN
-121.9
37.25
28
2,714
502
1,389
490
5.7385
240,400
<1H OCEAN
-122.7
38.66
43
1,384
284
582
224
3.9063
210,000
<1H OCEAN
-118.41
34.18
43
1,840
356
966
323
4.7171
237,900
<1H OCEAN
-121.63
36.68
24
2,591
739
3,243
702
2.1766
108,500
<1H OCEAN
-117.06
32.61
34
4,325
1,015
2,609
979
2.8489
128,300
NEAR OCEAN
-117.16
32.72
27
1,245
471
653
451
1.2668
225,000
NEAR OCEAN
-116.99
32.81
25
4,436
758
1,997
738
4.2386
201,000
<1H OCEAN
-122.89
38.38
16
2,017
369
931
336
5.7664
267,500
<1H OCEAN
-121.73
38.13
40
1,266
257
547
247
3.0288
164,400
INLAND
-120.61
37.32
18
5,009
826
2,497
805
4.25
146,300
INLAND
-118.37
33.88
27
1,688
331
811
327
4.5357
334,200
<1H OCEAN
-117.67
33.51
17
2,112
480
1,893
433
4.0388
120,400
<1H OCEAN
-117.66
34.12
22
2,272
278
933
305
8.8204
390,500
INLAND
-121.82
38.02
46
176
43
101
40
2.2361
93,800
INLAND
-118.7
34.28
25
2,377
491
1,200
439
4.7083
196,100
<1H OCEAN
-117.06
32.63
29
4,168
742
2,096
713
4.2204
169,800
NEAR OCEAN
-118.14
33.86
37
1,404
257
652
258
4.2062
195,400
<1H OCEAN
-121.43
37.73
40
1,718
391
1,312
388
2.9955
134,700
INLAND
-122.11
37.67
36
2,110
389
952
370
3.8
187,500
NEAR BAY
-121.56
39.53
12
1,733
421
1,861
415
1.5771
65,200
INLAND
-121.33
38.04
15
2,903
440
1,325
423
4.5179
145,600
INLAND
-119.74
36.74
39
4,893
1,210
4,749
1,067
1.2065
55,600
INLAND
-122.46
37.67
16
3,372
1,101
2,049
1,021
4.1303
146,500
NEAR OCEAN
-117.71
33.51
12
4,676
698
1,543
598
6.379
500,001
<1H OCEAN
-118.99
35.37
38
918
220
743
222
1.7292
58,100
INLAND
-117.11
32.58
12
1,086
294
870
290
2.4213
132,500
NEAR OCEAN
-120.86
37.49
22
2,140
445
1,441
409
2.4706
89,400
INLAND
-118.27
34.07
34
786
341
1,239
320
2.3438
152,100
<1H OCEAN
-117.87
34.12
33
2,059
361
1,073
339
4.2454
183,800
<1H OCEAN
-122.28
37.85
52
2,246
472
1,005
449
2.4167
152,700
NEAR BAY
-119.45
36.48
38
402
86
311
87
3.1719
106,300
INLAND
-118.03
34.01
10
6,531
1,036
2,975
1,018
6.2319
403,700
<1H OCEAN
-117.36
33.6
10
4,097
813
2,082
731
3.2258
159,300
<1H OCEAN
-121.8
37.23
18
3,179
526
1,663
507
5.9225
265,800
<1H OCEAN
-118.18
33.79
42
1,571
435
1,631
417
1.6384
128,000
NEAR OCEAN
-117.98
33.78
31
2,825
546
1,908
563
3.9798
187,500
<1H OCEAN
-117.71
34.09
36
2,637
476
1,385
483
4.1739
158,700
INLAND
-121.86
37.42
20
5,032
808
2,695
801
6.6227
264,800
<1H OCEAN
-118.15
33.95
31
1,053
230
686
211
4
263,200
<1H OCEAN
-121.28
38.75
52
493
89
189
94
2.108
83,800
INLAND
-117.96
33.94
34
2,228
399
1,159
378
4.8906
228,900
<1H OCEAN
-121.95
37.32
39
1,164
199
619
231
4.6304
263,200
<1H OCEAN
-118.45
34.18
22
2,516
826
3,350
713
2.0192
158,300
<1H OCEAN
-122.06
37.96
37
1,784
313
788
304
4.2917
189,600
NEAR BAY
-118.32
33.88
35
1,818
339
828
319
4.3036
282,100
<1H OCEAN
-117.86
33.75
39
275
87
554
103
3.5972
158,000
<1H OCEAN
-117.85
33.79
40
1,251
336
729
343
2.4688
236,400
<1H OCEAN
-118.03
34.14
31
4,353
1,117
2,338
1,037
3.0727
242,600
INLAND
-121.3
38.89
23
1,750
297
1,012
315
3.4706
99,300
INLAND
-118.05
33.81
26
2,523
437
1,377
450
5.2542
234,600
<1H OCEAN
-118.22
33.96
32
2,232
603
2,361
608
2.5966
170,900
<1H OCEAN
-119.78
36.86
10
2,902
363
1,200
363
8.3608
187,300
INLAND
-117.78
33.68
11
1,994
477
849
411
4.0187
235,600
<1H OCEAN
-117.58
33.87
34
1,511
272
773
265
3.5313
142,100
INLAND
-122.49
37.78
52
3,440
722
1,663
665
3.0278
356,300
NEAR BAY
-118.09
34.12
45
2,966
415
1,231
409
7.8347
500,001
<1H OCEAN
-121.37
38.42
18
2,643
502
1,755
541
3.3281
91,200
INLAND
-117.58
33.87
17
2,772
449
1,685
461
5.0464
163,900
INLAND
-117.02
32.78
31
2,567
null
1,198
499
3.4659
163,000
<1H OCEAN
-118.21
33.88
32
1,507
379
1,082
350
3.225
138,200
<1H OCEAN
-117.1
32.69
37
1,269
340
1,369
302
2.2102
87,200
NEAR OCEAN
-118.34
34.18
46
1,393
301
714
295
2.8125
229,900
<1H OCEAN
-118.13
34.12
46
3,156
430
1,109
423
10.7397
500,001
<1H OCEAN
-117.78
33.76
25
2,260
261
719
254
11.4537
500,001
<1H OCEAN
-116.96
33.94
22
1,999
497
1,304
479
1.4063
81,900
INLAND
-122.95
40.71
26
2,231
421
987
364
2.4792
88,800
INLAND
-117.76
34.1
28
4,086
871
1,973
853
2.621
202,200
INLAND
-121.88
37.27
24
4,567
688
2,102
695
5.6895
289,000
<1H OCEAN
-117.57
33.9
7
3,797
850
2,369
720
3.5525
137,600
INLAND
-122.17
37.75
44
1,218
248
763
254
2.3281
88,800
NEAR BAY
-122.09
37.68
41
1,382
353
704
314
3.5114
197,500
NEAR BAY
-121.42
38.63
42
1,385
273
740
274
2.6055
78,000
INLAND
-118.88
34.42
20
728
120
360
115
6.1244
375,000
<1H OCEAN
-118.17
33.94
17
1,145
209
499
202
4.6389
165,500
<1H OCEAN
-118.1
33.92
35
2,017
383
1,388
386
4.0774
171,600
<1H OCEAN
-118.19
34.05
43
977
266
1,084
259
2.7708
127,900
<1H OCEAN
-122.19
39.92
20
2,563
658
1,363
611
1.023
54,200
INLAND
-118.38
33.8
36
4,421
702
1,433
624
8.0838
500,001
NEAR OCEAN