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
33.84
24
6,303
1,277
3,728
1,252
3.9227
208,600
<1H OCEAN
-122.43
37.77
52
2,514
729
1,428
597
2.3977
412,500
NEAR BAY
-122.07
37.99
28
3,310
574
1,811
597
4.5401
166,900
NEAR BAY
-119.08
34.35
24
3,663
828
2,718
778
3.2757
186,000
<1H OCEAN
-117.91
33.83
32
1,855
527
2,568
504
2.5509
170,800
<1H OCEAN
-121.66
36.67
40
2,878
592
1,444
564
3.1439
192,300
<1H OCEAN
-118.42
34.23
34
1,550
279
1,011
288
4.5375
189,000
<1H OCEAN
-118.58
34.21
13
6,227
1,317
3,739
1,226
4.0313
299,300
<1H OCEAN
-121.33
37.97
36
1,953
492
999
371
2.0043
90,800
INLAND
-118.06
34.09
40
1,975
389
1,116
378
4.2898
251,600
<1H OCEAN
-118.4
34.2
30
2,392
655
1,987
609
2.8424
226,400
<1H OCEAN
-122.22
37.79
38
3,049
711
2,167
659
2.7969
141,700
NEAR BAY
-117.1
32.58
17
2,046
559
1,585
530
2.25
132,800
NEAR OCEAN
-118.38
34.04
31
2,846
727
2,120
672
2.7226
254,200
<1H OCEAN
-118.08
33.85
19
4,261
678
2,621
661
6.2427
288,700
<1H OCEAN
-121.97
37.93
4
3,241
464
1,552
494
6.6134
307,000
INLAND
-122.49
37.86
52
2,175
510
809
503
4.5398
442,000
NEAR BAY
-118.2
34.13
52
2,035
459
2,589
438
3.5349
193,600
<1H OCEAN
-122.22
37.81
52
2,927
402
1,021
380
8.1564
390,100
NEAR BAY
-117.31
34.14
44
1,487
273
972
281
3.2292
86,100
INLAND
-121.33
38.67
17
2,683
704
1,410
659
1.962
130,200
INLAND
-121.93
37.22
21
4,872
594
1,811
560
9.3834
500,001
<1H OCEAN
-117.1
32.74
14
2,361
601
1,831
526
1.6102
93,400
NEAR OCEAN
-121.44
38.63
33
1,077
271
753
236
1.3462
55,900
INLAND
-117.84
33.89
19
3,544
542
1,787
560
6.7837
264,300
<1H OCEAN
-118.04
34.13
35
249
31
268
29
15.0001
500,001
INLAND
-117.13
32.96
15
2,267
292
1,180
289
6.712
240,200
<1H OCEAN
-117.09
32.62
37
1,538
298
867
285
3.0729
128,700
NEAR OCEAN
-121.42
37.74
38
773
147
320
134
2.825
152,500
INLAND
-120.6
35.12
22
3,342
644
1,342
593
3.4509
217,700
<1H OCEAN
-117.02
32.79
36
2,211
384
868
329
4.0491
147,900
<1H OCEAN
-118.38
33.83
40
3,070
570
1,264
506
5.1626
432,700
<1H OCEAN
-117.48
33.89
14
10,395
1,799
6,295
1,855
4.7295
149,900
INLAND
-119.69
36.41
38
1,016
202
540
187
2.2885
75,000
INLAND
-118.3
34.01
52
1,444
343
1,154
334
2.0625
134,400
<1H OCEAN
-121.91
37.31
16
2,962
898
1,555
795
2.5804
216,300
<1H OCEAN
-122.4
37.76
52
1,185
246
480
253
4.4074
277,300
NEAR BAY
-120.04
36.97
20
2,129
526
1,845
522
1.8973
51,600
INLAND
-122.78
39.05
15
1,601
323
661
269
2.6181
108,900
INLAND
-118.23
33.98
30
2,562
959
3,909
955
1.9929
150,600
<1H OCEAN
-117.97
34.04
28
1,686
417
1,355
388
2.5192
157,300
<1H OCEAN
-122.71
38.43
52
1,439
325
738
316
2.2262
129,900
<1H OCEAN
-118.41
34.01
26
2,503
449
1,218
426
5.3683
500,001
<1H OCEAN
-117.88
33.84
34
1,410
214
837
240
6.1168
213,900
<1H OCEAN
-118.95
34.83
18
3,278
762
1,338
550
2.9891
116,500
INLAND
-117.09
32.71
29
2,238
523
2,061
504
2.5559
96,800
NEAR OCEAN
-118.3
33.95
41
2,057
550
1,805
506
1.2455
100,800
<1H OCEAN
-119.76
36.81
19
4,643
1,429
4,638
1,335
1.2716
69,400
INLAND
-119.64
36.82
14
4,872
656
2,085
617
5.6739
173,800
INLAND
-117.91
33.77
26
5,556
1,398
4,545
1,333
3.0902
190,400
<1H OCEAN
-120.01
38.91
27
968
191
283
143
2.0938
94,400
INLAND
-117.74
33.51
29
1,720
269
612
258
7.8239
500,001
<1H OCEAN
-121.14
38.16
14
2,591
497
1,371
479
3.5774
113,900
INLAND
-117.97
33.74
16
1,735
380
784
360
4.2566
139,200
<1H OCEAN
-117.05
32.68
19
1,469
275
1,010
292
3.5664
150,400
NEAR OCEAN
-118.18
33.83
52
2,569
484
1,030
451
4.1301
268,400
NEAR OCEAN
-120.77
38.38
15
4,221
816
1,737
743
2.3125
128,600
INLAND
-118.14
34.7
36
1,205
317
678
290
2.0182
98,400
INLAND
-117.07
32.79
36
3,583
642
1,711
602
3.9745
170,800
NEAR OCEAN
-117.81
33.82
20
2,819
319
1,019
319
12.2092
500,001
<1H OCEAN
-122.04
37.36
26
3,298
460
1,241
472
6.8753
403,000
<1H OCEAN
-118.42
34.31
19
6,755
1,443
4,205
1,395
3.9583
163,200
<1H OCEAN
-122.46
38.29
21
2,423
560
1,098
503
2.364
173,300
NEAR BAY
-122.45
38.51
18
1,297
337
610
312
1.9441
184,400
INLAND
-121.83
37.3
17
1,299
211
825
217
4.5
235,800
<1H OCEAN
-121.98
37.22
46
10,088
1,910
3,728
1,781
5.2321
500,001
<1H OCEAN
-121.6
39.75
19
2,888
591
984
499
1.9766
92,600
INLAND
-117.07
32.77
38
3,779
614
1,495
614
4.3529
184,000
NEAR OCEAN
-122.55
38.02
27
4,985
711
1,928
742
6.4978
361,500
NEAR BAY
-118.01
33.85
29
2,064
447
1,265
400
3.8864
209,300
<1H OCEAN
-117.69
36.13
25
1,709
439
632
292
1.7868
45,500
INLAND
-121.47
38.57
48
3,136
926
1,443
877
1.9034
123,900
INLAND
-117.2
32.85
26
2,298
549
980
555
2.4207
213,500
NEAR OCEAN
-119.33
36.89
15
1,879
411
755
294
2
83,300
INLAND
-115.52
34.22
30
540
136
122
63
1.3333
42,500
INLAND
-117.2
34.26
17
9,419
1,455
1,382
459
6.2233
230,900
INLAND
-118.37
34.04
42
1,809
424
1,094
382
2.767
143,000
<1H OCEAN
-121.24
37.97
47
886
196
517
188
2.1991
67,200
INLAND
-118.96
34.3
16
3,103
482
1,567
467
6.907
500,001
<1H OCEAN
-118.16
33.91
35
1,403
338
1,415
367
3.0967
144,000
<1H OCEAN
-117.86
33.75
13
1,632
598
3,356
659
1.5054
137,500
<1H OCEAN
-118.75
34.18
4
16,704
2,704
6,187
2,207
6.6122
357,600
NEAR OCEAN
-117.46
33.94
26
2,481
620
2,411
552
1.7059
85,800
INLAND
-116.9
33.65
15
652
149
248
97
2.1071
93,800
INLAND
-118.47
33.99
33
854
235
645
198
2.1471
239,300
<1H OCEAN
-122.09
37.64
36
1,180
212
664
200
5.2838
172,600
NEAR BAY
-118.46
34.16
38
1,495
300
598
280
3.4698
265,400
<1H OCEAN
-119.73
36.72
26
2,645
1,005
1,660
991
0.6991
89,500
INLAND
-118.44
33.99
43
1,432
308
782
303
4.3333
303,900
<1H OCEAN
-118.18
33.88
42
2,326
503
1,832
501
3.1713
161,000
<1H OCEAN
-118.15
34.02
37
2,344
631
2,195
610
2.7022
151,900
<1H OCEAN
-115.52
32.97
24
1,617
366
1,416
401
1.975
66,400
INLAND
-117.96
33.71
19
4,328
849
2,243
808
5.5702
342,600
<1H OCEAN
-119.79
36.29
6
1,265
227
764
246
4.2917
104,200
INLAND
-114.61
34.83
31
2,478
464
1,346
479
3.212
70,400
INLAND
-121.94
37.3
30
1,758
248
814
256
6.623
332,500
<1H OCEAN
-119.04
35.96
18
1,187
308
1,343
277
1.875
51,700
INLAND
-122.37
37.81
26
5,416
1,045
4,531
962
2.7909
250,000
NEAR BAY
-117.32
34.41
13
2,032
348
1,038
344
4.2891
120,100
INLAND
-118.07
33.89
35
1,145
274
1,651
265
3.125
120,300
<1H OCEAN