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
-121.54
39.51
33
3,585
757
1,887
765
2.502
62,100
INLAND
-118.11
33.86
33
2,389
410
1,229
393
5.3889
234,900
<1H OCEAN
-118.46
33.98
32
2,388
591
1,009
556
5.2121
466,700
<1H OCEAN
-121.87
37.25
4
2,498
775
1,213
631
3.7844
183,900
<1H OCEAN
-122.35
40.25
10
1,621
318
866
283
3.5
104,300
INLAND
-121.84
37.27
9
3,624
812
1,856
721
4.2083
198,400
<1H OCEAN
-122.21
37.47
43
733
162
497
175
3.2708
255,300
NEAR OCEAN
-119.05
34.4
50
1,236
282
1,079
257
2.6991
181,300
<1H OCEAN
-116.15
34.14
18
3,312
705
1,251
512
3.0139
82,600
INLAND
-118.15
33.97
32
1,174
373
1,758
361
2.4263
158,100
<1H OCEAN
-121.33
37.97
38
3,166
575
1,351
561
3.5404
91,600
INLAND
-118.33
34.18
45
2,570
517
1,256
510
4.6898
226,000
<1H OCEAN
-118.93
36.1
19
2,988
681
1,654
576
2.3792
90,000
INLAND
-118.18
33.98
38
1,477
374
1,514
408
2.5703
178,600
<1H OCEAN
-122.11
37.4
15
255
63
138
74
4.6591
175,000
NEAR BAY
-122.08
37.63
33
691
127
431
149
4.25
192,600
NEAR BAY
-121.46
38.49
15
10,211
1,995
5,656
1,752
2.575
107,900
INLAND
-119.1
36.4
31
1,533
361
1,518
386
1.5608
51,700
INLAND
-118.3
34.08
34
2,501
1,047
3,326
970
1.8771
247,500
<1H OCEAN
-117.64
34.02
6
248
47
119
42
2.125
416,700
INLAND
-118.1
33.74
37
997
262
531
282
4.7773
400,000
NEAR OCEAN
-121.37
38.62
27
1,743
380
697
368
1.6678
166,100
INLAND
-118.07
34.07
31
1,370
284
1,062
277
3.5156
199,300
<1H OCEAN
-122.07
37.58
16
1,606
240
1,117
268
6.0661
247,000
NEAR BAY
-122.11
37.98
11
4,371
679
1,790
660
6.135
297,300
NEAR BAY
-122.15
37.73
52
1,028
129
317
143
4.9135
275,000
NEAR BAY
-117.17
32.75
38
5,430
1,176
2,357
1,100
3.654
249,000
NEAR OCEAN
-118.13
33.91
34
916
162
552
164
4.9107
222,000
<1H OCEAN
-122.05
39.34
44
1,064
230
494
175
2.875
61,500
INLAND
-117.37
34.07
52
50
9
60
16
4.125
262,500
INLAND
-119.65
36.3
28
941
175
588
180
2.3466
53,400
INLAND
-118.03
33.96
37
1,745
365
1,022
368
4.0536
171,400
<1H OCEAN
-119.04
35.31
11
2,161
371
1,267
388
4.1957
92,700
INLAND
-122
37.54
29
4,133
744
2,023
749
5.1616
275,100
<1H OCEAN
-117.77
33.72
10
2,815
431
1,181
398
6.5743
278,700
<1H OCEAN
-117.95
34.09
18
1,179
324
1,296
331
2.851
140,600
<1H OCEAN
-114.61
34.84
48
1,291
248
580
211
2.1571
48,600
INLAND
-118.03
34.06
24
2,343
834
3,537
824
2.1094
135,200
<1H OCEAN
-118.21
34.09
39
1,287
353
1,171
345
1.6118
138,500
<1H OCEAN
-117.07
33.11
31
2,055
473
1,326
427
3.0915
139,900
<1H OCEAN
-122.38
37.58
52
2,039
299
772
303
6.471
500,001
NEAR OCEAN
-123.36
39.01
35
1,551
321
857
288
2.7232
115,400
<1H OCEAN
-118.31
34.19
42
724
149
420
150
3.0625
361,700
<1H OCEAN
-116.19
33.69
11
5,692
1,346
5,682
1,273
2.5383
74,000
INLAND
-119.73
34.43
27
1,448
404
978
338
2.303
261,000
NEAR OCEAN
-119.72
36.76
23
6,403
null
3,573
1,260
2.3006
69,000
INLAND
-121.55
39.45
18
2,278
523
1,185
475
1.3611
60,600
INLAND
-121.5
38.52
37
2,008
466
1,261
427
2.2574
59,100
INLAND
-118.07
34.58
34
3,416
601
1,929
567
4.0147
107,400
INLAND
-118.36
34.09
30
2,353
728
1,365
718
2.0702
283,300
<1H OCEAN
-119.06
36.09
11
2,572
454
1,402
415
3.6786
72,900
INLAND
-118.31
34.26
34
1,797
363
948
363
4.1339
187,300
<1H OCEAN
-121
37.8
13
4,030
744
2,248
766
3.6107
141,300
INLAND
-118.13
34.06
17
1,714
572
1,590
568
1.1875
183,900
<1H OCEAN
-121.4
38.61
37
1,994
347
782
355
4.1488
136,400
INLAND
-119.69
36.77
22
2,456
496
1,720
417
2.6875
60,600
INLAND
-118.11
33.93
17
1,205
347
736
342
3.2011
162,500
<1H OCEAN
-118.48
34.02
29
1,585
542
1,019
487
2.7072
375,000
<1H OCEAN
-122.31
37.93
36
2,403
408
917
404
5.0399
253,400
NEAR BAY
-118.59
34.15
29
2,023
330
747
304
6.7694
369,700
<1H OCEAN
-122.13
37.42
36
3,982
1,045
2,251
995
3.5364
314,100
NEAR BAY
-119.71
34.36
34
1,706
276
628
243
4.1842
364,000
NEAR OCEAN
-117.55
33.87
18
8,136
1,584
4,976
1,516
3.9414
137,100
INLAND
-118.51
34.04
40
1,382
167
483
178
11.7045
500,001
<1H OCEAN
-122.17
37.43
24
3,924
1,142
7,174
950
4.0972
387,500
NEAR OCEAN
-117.34
33.89
17
2,678
394
1,225
367
5.363
211,300
INLAND
-122.43
37.75
52
2,721
581
1,043
519
3.7545
383,700
NEAR BAY
-121.93
37.3
16
1,111
226
317
199
2.7153
233,300
<1H OCEAN
-122.46
37.69
35
1,983
385
1,577
414
4.0833
266,700
NEAR OCEAN
-122.23
37.76
52
1,049
185
374
176
4.1458
248,500
NEAR BAY
-119.75
36.76
29
2,077
524
1,887
489
1.4107
59,800
INLAND
-122.41
37.79
52
5,783
2,747
4,518
2,538
1.724
225,000
NEAR BAY
-118.38
34.19
42
1,308
289
950
302
2.7379
181,500
<1H OCEAN
-121.94
37.75
17
2,559
370
1,238
377
6.2781
269,800
<1H OCEAN
-122.32
40.71
18
2,879
578
1,399
586
2.4036
105,400
INLAND
-122.29
37.56
36
805
140
445
139
5.8221
289,400
NEAR BAY
-117.68
34.09
22
1,547
334
773
316
2.9812
148,800
INLAND
-122.63
38.21
22
2,933
461
1,283
449
6.2034
291,100
<1H OCEAN
-118.21
34.09
39
1,561
445
1,780
391
2.4632
144,200
<1H OCEAN
-122.24
38.07
13
5,451
1,194
2,957
1,081
2.6098
162,500
NEAR BAY
-122.28
38.3
23
526
152
245
130
2.0134
142,500
NEAR BAY
-121.27
38.12
37
2,232
504
1,455
471
2.5587
87,800
INLAND
-118.14
34.07
52
695
145
523
170
3.665
220,400
<1H OCEAN
-117.37
33.7
8
4,345
865
2,425
785
3.2481
123,800
<1H OCEAN
-118.36
33.88
26
1,375
286
829
278
3.9844
230,700
<1H OCEAN
-117.65
34.08
52
2,264
439
1,031
437
3.375
144,300
INLAND
-118.2
34.19
38
2,176
266
798
243
15.0001
500,001
<1H OCEAN
-118.34
34.08
52
1,430
186
547
178
10.3661
500,001
<1H OCEAN
-117.85
33.9
20
4,026
648
1,997
650
5.5918
260,500
<1H OCEAN
-118.33
33.89
42
1,816
338
897
306
5.1874
230,800
<1H OCEAN
-116.95
32.81
15
2,619
599
1,513
537
2.543
100,000
<1H OCEAN
-118.02
33.82
21
2,052
456
1,173
432
3.7885
204,500
<1H OCEAN
-120.29
35.56
15
4,760
871
2,459
734
2.811
142,100
<1H OCEAN
-122.49
38.29
26
1,726
289
672
251
3.8
242,100
<1H OCEAN
-117.94
34.08
34
1,970
476
1,269
406
4.064
201,200
<1H OCEAN
-115.49
32.67
29
1,523
440
1,302
393
1.1311
84,700
INLAND
-119.29
34.24
27
4,742
775
1,682
696
6.194
500,001
NEAR OCEAN
-118.26
34.02
48
1,465
440
1,859
400
1.3134
96,200
<1H OCEAN
-118.95
34.17
9
2,372
312
1,039
321
7.6016
344,900
<1H OCEAN
-118.45
34.2
19
3,666
1,150
2,657
1,090
2.9688
202,100
<1H OCEAN