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
-118.27
33.96
42
796
203
697
177
2.037
92,600
<1H OCEAN
-117.66
33.61
16
2,022
254
789
270
8.4112
286,900
<1H OCEAN
-121.43
38.62
36
1,765
438
1,008
382
2.0639
73,000
INLAND
-118.17
33.84
29
4,716
1,372
2,515
1,272
2.726
208,700
<1H OCEAN
-120.09
39.92
19
2,335
518
1,028
383
1.7267
60,700
INLAND
-119.34
35.59
33
3,240
654
1,809
616
2.3934
71,900
INLAND
-117.27
33.21
5
5,764
996
3,161
1,012
4.4531
177,500
<1H OCEAN
-122.05
37.97
16
60
10
65
19
6.1359
250,000
NEAR BAY
-118.06
33.9
37
1,161
254
882
236
4.4167
158,000
<1H OCEAN
-117.4
34
31
1,192
307
1,013
283
2.0742
76,200
INLAND
-121.94
37.32
46
2,451
472
1,163
448
4.8519
225,800
<1H OCEAN
-118.12
33.83
45
1,579
278
687
285
5.0424
225,900
<1H OCEAN
-118.11
33.91
22
1,981
472
1,231
457
4.0878
153,700
<1H OCEAN
-118.9
34.18
20
1,288
179
539
181
5.8652
302,600
<1H OCEAN
-117.15
34.03
32
2,832
393
1,033
385
6.5648
237,200
INLAND
-117.41
34
38
2,228
571
1,697
530
1.9052
83,400
INLAND
-118.21
33.82
43
1,005
199
723
191
4.3424
162,500
NEAR OCEAN
-117.77
33.88
8
4,874
627
2,070
619
8.1117
410,200
<1H OCEAN
-117.88
34
21
5,459
1,086
3,394
1,087
3.6308
192,100
<1H OCEAN
-117.98
33.83
17
3,419
932
2,460
766
3.2823
228,500
<1H OCEAN
-118.27
34.24
30
2,180
369
1,050
390
6.3688
277,600
<1H OCEAN
-121.96
37.13
26
50
5
17
4
15.0001
400,000
<1H OCEAN
-117.11
32.78
16
2,220
512
930
527
3.6528
133,200
NEAR OCEAN
-117.75
33.95
13
984
127
364
119
7.5839
426,900
<1H OCEAN
-121.15
39.23
13
3,883
763
1,816
682
2.8102
144,400
INLAND
-122.47
37.51
15
4,974
764
2,222
774
6.7606
364,300
NEAR OCEAN
-121.95
37.33
31
1,866
465
821
447
2.3547
275,900
<1H OCEAN
-118.61
34.24
17
5,406
895
2,337
882
6.0137
375,900
<1H OCEAN
-117.97
33.92
24
2,017
416
900
436
3
251,400
<1H OCEAN
-121.87
37.34
39
2,479
541
1,990
506
2.4306
289,100
<1H OCEAN
-117.9
33.64
36
2,017
357
850
348
5.0532
310,900
<1H OCEAN
-122.27
37.32
37
2,607
534
1,346
507
5.3951
277,700
NEAR OCEAN
-118.15
34.16
18
1,711
383
1,474
415
1.2891
181,300
<1H OCEAN
-121.07
38.66
22
1,831
274
813
269
4.6394
173,400
INLAND
-118.18
34.01
42
1,845
497
2,191
492
2.3462
127,300
<1H OCEAN
-117.87
33.83
27
2,287
null
1,140
351
5.6163
231,000
<1H OCEAN
-118.29
34.17
52
1,732
305
875
311
4.325
292,600
<1H OCEAN
-122.02
37.28
25
3,437
428
1,198
411
9.3464
500,001
<1H OCEAN
-122.25
37.77
52
859
157
429
158
4.3098
197,900
NEAR BAY
-117.06
32.57
18
1,384
311
1,429
287
1.3362
95,000
NEAR OCEAN
-117.04
32.73
25
1,375
267
1,032
278
3.5492
125,400
NEAR OCEAN
-118.08
33.88
26
1,507
270
931
275
5.1645
244,900
<1H OCEAN
-117.98
33.99
26
3,343
455
1,429
457
7.0778
334,300
<1H OCEAN
-117.97
33.81
30
2,406
462
1,753
456
4.485
180,600
<1H OCEAN
-119.92
36.77
18
1,422
243
702
230
3.6204
119,800
INLAND
-118.25
34.23
37
1,954
368
967
370
5.0862
261,300
<1H OCEAN
-118.08
33.82
30
2,636
652
3,412
649
2.8095
118,300
<1H OCEAN
-121.85
37.26
16
2,312
303
1,158
295
7.4323
311,800
<1H OCEAN
-122.86
39.05
20
1,592
327
647
253
2.5326
136,800
INLAND
-121.94
37.83
11
2,836
373
959
335
10.5815
500,001
INLAND
-117.89
33.85
18
2,036
414
1,292
380
3.875
273,000
<1H OCEAN
-119.39
36.64
38
949
190
578
187
2.3618
80,000
INLAND
-119.63
36.76
22
4,126
614
1,795
613
4.925
154,700
INLAND
-121.31
38.65
21
2,759
409
1,053
374
5.5
165,700
INLAND
-118.11
33.83
37
1,249
202
517
189
4.4196
223,100
<1H OCEAN
-117.08
32.64
11
1,651
533
947
515
1.6806
141,700
NEAR OCEAN
-118.12
34.17
52
1,835
330
777
317
3.7159
315,400
INLAND
-118.94
35.4
14
5,548
941
2,815
935
4.2214
104,600
INLAND
-122
37.39
36
1,236
229
880
247
5.791
239,400
<1H OCEAN
-117.61
33.67
3
4,541
720
1,600
583
6.8004
284,900
<1H OCEAN
-117.26
33.21
26
1,906
408
1,325
427
3.0197
136,000
<1H OCEAN
-122.49
37.73
48
1,190
182
497
199
6.2642
438,500
NEAR OCEAN
-118.25
34.01
45
782
270
1,030
235
1.0898
93,400
<1H OCEAN
-117.14
32.91
14
3,014
710
2,165
705
3.7837
160,300
<1H OCEAN
-121.98
37.14
37
74
19
63
17
9.5908
350,000
<1H OCEAN
-119.98
37.43
12
2,776
592
1,236
489
2.5551
105,000
INLAND
-119.29
34.29
33
3,854
982
1,835
894
3.5294
323,900
NEAR OCEAN
-118.12
34.04
35
1,064
203
608
201
4.0938
246,900
<1H OCEAN
-122.01
37.93
25
2,652
335
1,062
334
7.5898
330,200
NEAR BAY
-119.39
34.32
19
3,238
629
1,195
443
4.8472
500,001
NEAR OCEAN
-114.94
34.55
20
350
95
119
58
1.625
50,000
INLAND
-122.05
38
16
1,085
217
356
232
2.3462
75,000
NEAR BAY
-121.91
36.99
23
5,675
964
2,197
880
4.8693
322,300
NEAR OCEAN
-118.22
33.91
28
1,847
500
2,263
473
1.5161
103,200
<1H OCEAN
-118.07
33.99
41
1,204
252
1,002
248
3.0577
163,300
<1H OCEAN
-118.38
34.17
33
1,588
454
739
392
2.8208
238,500
<1H OCEAN
-117.31
34.02
18
1,634
274
899
285
5.2139
129,300
INLAND
-118.08
34.08
43
1,716
402
1,343
386
2.9688
211,400
<1H OCEAN
-121.37
38.56
18
2,129
363
815
347
2.7679
118,000
INLAND
-118.37
34.19
19
2,890
821
2,203
705
2.6696
185,100
<1H OCEAN
-118.2
33.92
42
1,411
314
1,432
322
3.0871
138,800
<1H OCEAN
-121.97
37.76
8
3,743
581
1,633
567
6.7027
381,900
<1H OCEAN
-120.43
34.7
26
2,353
389
1,420
389
3.87
125,800
NEAR OCEAN
-122.07
37.94
43
1,454
234
683
258
4.475
265,700
NEAR BAY
-115.53
34.91
12
807
199
246
102
2.5391
40,000
INLAND
-117.72
33.62
21
2,322
518
662
457
3.1679
110,000
<1H OCEAN
-118.28
33.94
44
1,631
338
1,197
355
3.0788
100,000
<1H OCEAN
-121.34
38.67
35
643
117
331
134
3.0417
120,700
INLAND
-119.74
36.76
42
2,093
470
1,621
438
1.7994
58,700
INLAND
-118.31
34.02
41
1,046
216
727
201
1.6667
116,900
<1H OCEAN
-122.24
37.72
5
18,634
2,885
7,427
2,718
7.611
350,700
NEAR BAY
-121.47
38.61
31
1,072
null
781
281
1.6563
65,800
INLAND
-122.49
37.79
52
3,146
478
1,143
455
6.1407
500,001
NEAR BAY
-118.98
35.41
36
1,482
266
640
274
3.875
94,500
INLAND
-122.67
38.25
32
1,333
235
660
206
4.0729
288,500
<1H OCEAN
-122.47
37.76
48
2,064
484
1,055
467
2.8711
329,600
NEAR BAY
-122.12
37.75
28
794
111
329
109
7.6923
329,800
NEAR BAY
-118.3
34.03
47
2,241
559
1,775
504
2.1571
147,900
<1H OCEAN
-121.96
37.43
18
2,514
578
2,205
545
3.3859
158,000
<1H OCEAN
-119.43
36.59
15
1,371
306
1,266
309
1.767
63,300
INLAND