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
-117.96
34.53
10
2,907
559
1,681
531
3.8594
141,000
INLAND
-118.32
33.91
34
1,068
198
757
231
5.7528
180,500
<1H OCEAN
-121.81
38.58
17
1,964
314
808
286
5.9629
286,000
INLAND
-120.94
40.17
22
1,334
261
597
222
2.2132
89,200
INLAND
-122.42
37.76
52
1,494
610
1,630
590
1.65
265,000
NEAR BAY
-122.04
37.99
36
2,765
495
1,478
441
4.125
136,200
NEAR BAY
-122.44
37.74
52
2,074
366
909
394
4.8382
294,900
NEAR BAY
-118.45
33.99
26
1,919
405
953
371
6.0672
420,800
<1H OCEAN
-121.33
38.01
36
1,383
207
531
203
5.9191
151,900
INLAND
-114.98
33.07
18
1,183
363
374
127
3.1607
57,500
INLAND
-118.49
34.14
28
3,539
441
1,190
421
10.6796
500,001
<1H OCEAN
-118.27
33.95
35
2,073
494
1,753
490
1.5
93,600
<1H OCEAN
-121.04
37.66
11
1,658
301
913
298
4.1705
162,800
INLAND
-118.08
34.58
12
3,851
857
2,169
811
3.0101
116,300
INLAND
-120.99
39.18
23
2,550
457
1,016
405
3.6607
153,000
INLAND
-121
37.64
43
311
95
293
94
1.2902
67,500
INLAND
-117.15
34.05
9
1,442
219
633
230
5.0227
162,300
INLAND
-121.81
37.38
29
570
76
244
72
12.3292
416,700
<1H OCEAN
-118.1
34.16
44
2,795
496
1,235
469
4.2386
283,700
INLAND
-118.09
33.89
42
991
null
717
219
4.0926
164,400
<1H OCEAN
-118.44
34.23
43
2,257
429
1,418
442
4.5278
181,800
<1H OCEAN
-121.47
38.52
26
2,177
638
1,971
560
1.2575
66,800
INLAND
-117.27
33.18
4
3,371
773
1,481
627
2.9133
215,700
NEAR OCEAN
-122.07
37.67
38
2,104
409
1,039
394
3.875
165,300
NEAR BAY
-118.27
34.07
42
1,175
428
1,593
407
2.3438
213,300
<1H OCEAN
-118.03
33.83
25
3,030
532
1,668
509
4.625
229,600
<1H OCEAN
-117.38
34.08
11
5,684
1,139
3,095
1,036
3.6875
112,600
INLAND
-118.16
34.16
43
1,276
226
545
209
4.1518
230,700
<1H OCEAN
-118.37
33.99
36
3,228
543
1,305
520
5.1695
397,000
<1H OCEAN
-119.72
34.42
52
1,759
387
980
402
4.0125
261,000
NEAR OCEAN
-121.31
38.67
27
1,998
353
970
343
4.8224
115,500
INLAND
-117.68
34.01
20
7,326
1,555
5,718
1,538
3.2073
123,500
INLAND
-122.29
37.91
38
2,591
424
905
378
5.1691
263,200
NEAR BAY
-121.19
38.13
27
2,400
435
1,085
444
3.7687
165,200
INLAND
-118.15
34.69
32
1,300
234
712
249
3.25
107,500
INLAND
-118.42
33.93
28
4,603
993
2,191
943
4.5743
382,200
<1H OCEAN
-123.2
39.14
17
1,620
396
878
399
1.8042
109,200
<1H OCEAN
-121.02
39.27
52
3,720
707
1,424
609
3.2
155,000
INLAND
-118.16
33.94
25
3,341
789
1,685
751
3.6936
238,300
<1H OCEAN
-118.92
35.38
33
3,122
579
1,733
545
3.8307
70,600
INLAND
-118.58
34.21
27
2,209
353
1,034
344
4.7125
250,900
<1H OCEAN
-121.93
37.32
51
2,711
728
1,607
724
3
184,700
<1H OCEAN
-117.11
32.67
43
515
146
445
140
1.6094
93,000
NEAR OCEAN
-119.45
36.6
42
510
88
247
99
2.5
73,000
INLAND
-121.37
38.69
35
1,093
192
590
190
2.7009
80,200
INLAND
-118.31
34.11
52
1,875
303
735
293
5.8659
433,300
<1H OCEAN
-117.73
34.09
36
1,543
297
1,355
303
3.5313
117,800
INLAND
-118.87
34.22
14
3,108
451
1,566
434
6.2423
305,400
<1H OCEAN
-118.42
34.17
31
2,235
363
914
370
6.1359
359,700
<1H OCEAN
-124.17
40.76
26
1,776
361
992
380
2.8056
82,800
NEAR OCEAN
-116.48
33.61
8
1,294
272
457
199
2.9167
115,300
INLAND
-118.06
34.1
38
2,438
442
1,308
461
3.6995
260,100
<1H OCEAN
-120.36
36.13
29
1,938
434
1,306
415
3.0134
55,500
INLAND
-121.14
39.1
13
1,085
227
629
214
5.0389
171,500
INLAND
-120.79
37.53
20
1,417
263
853
263
3.3083
108,300
INLAND
-121.5
38.55
52
2,784
455
957
448
5.6402
209,800
INLAND
-116.51
34.45
21
8,502
2,634
2,330
991
1.3811
51,300
INLAND
-121.2
38.36
14
2,634
463
1,402
432
3.8897
175,700
INLAND
-121.22
37.93
21
336
68
206
73
4.75
121,400
INLAND
-122.35
37.57
52
2,170
269
784
274
10.4286
500,001
NEAR OCEAN
-120.65
35.29
36
1,940
315
850
298
3.1818
249,600
NEAR OCEAN
-121.96
38.34
14
3,035
680
1,597
663
3.6036
143,500
INLAND
-121.88
37.36
42
2,087
402
1,342
423
4.2149
199,000
<1H OCEAN
-121.51
38.52
30
3,236
588
1,167
569
4.0972
181,400
INLAND
-118.49
34.42
23
4,166
756
2,082
743
4.4107
213,400
<1H OCEAN
-117.89
34.09
36
1,811
320
1,005
332
5.5629
188,300
<1H OCEAN
-119.08
34.17
32
166
22
63
29
7.3004
125,000
NEAR OCEAN
-118.88
34.19
16
7,268
1,729
3,232
1,653
3.3703
228,700
<1H OCEAN
-117.86
33.79
31
3,523
922
2,660
949
3.1792
146,400
<1H OCEAN
-122.1
37.67
34
3,659
897
2,479
903
2.9564
150,500
NEAR BAY
-118.98
36.06
33
2,043
443
1,497
417
2.343
47,400
INLAND
-118.49
34.04
31
4,066
951
1,532
868
4.8125
500,001
<1H OCEAN
-115.6
33.04
31
314
61
152
56
3.3472
91,700
INLAND
-121.91
36.62
30
724
167
325
155
3.3333
247,900
<1H OCEAN
-118.32
34.2
36
759
136
372
135
4.9886
328,900
<1H OCEAN
-117.09
32.75
24
1,245
376
1,230
362
1.875
95,000
NEAR OCEAN
-120.45
34.64
17
1,226
277
484
224
3.2167
112,500
NEAR OCEAN
-118.62
34.06
25
3,546
584
1,530
601
7.4001
500,001
NEAR OCEAN
-121.24
38.75
5
9,137
1,368
3,667
1,294
5.4896
229,600
INLAND
-121.45
38.54
38
1,865
384
1,052
354
1.7891
60,500
INLAND
-118.32
34.17
47
2,589
465
1,284
485
5.1008
247,100
<1H OCEAN
-116.51
33.94
12
3,369
780
1,315
584
1.7388
66,000
INLAND
-117.23
32.79
28
2,453
648
1,082
617
3.625
266,700
NEAR OCEAN
-117.43
34.01
34
2,101
426
1,150
377
3.0909
98,300
INLAND
-118.13
34.14
29
3,559
1,034
1,658
965
3.2643
163,900
<1H OCEAN
-122.12
37.44
33
2,974
623
1,435
588
5.485
406,300
NEAR BAY
-117.25
33.22
26
2,010
347
1,160
331
3.9815
142,600
<1H OCEAN
-118.2
33.8
52
1,786
445
1,090
430
2.8988
194,900
NEAR OCEAN
-122.07
37.97
20
1,705
353
856
341
3.7262
211,800
NEAR BAY
-122.45
37.78
48
1,013
194
464
205
3.2011
428,300
NEAR BAY
-120.92
37.7
24
527
112
270
112
1.6172
156,300
INLAND
-118.16
33.78
39
4,075
1,085
2,470
1,025
2.3317
222,500
NEAR OCEAN
-116.4
33.78
8
3,059
500
612
208
6.8729
259,200
INLAND
-117.08
32.6
24
1,901
490
1,334
476
2.2544
121,900
NEAR OCEAN
-122.29
37.52
38
3,767
603
1,455
615
6.8787
386,800
NEAR OCEAN
-118.14
34.72
15
2,181
361
1,057
300
4.625
118,100
INLAND
-118.25
34.14
13
3,487
1,131
3,749
1,072
2.1602
221,900
<1H OCEAN
-122.12
37.69
30
1,197
269
695
279
3.4375
157,800
NEAR BAY
-117.9
33.65
30
1,634
373
771
364
3.4125
284,100
<1H OCEAN
-117.87
33.76
37
4,943
851
2,164
788
4.1071
311,300
<1H OCEAN