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
-117.97
33.83
22
3,310
688
1,807
674
4.0185
200,900
<1H OCEAN
-121.42
38.54
18
2,525
501
1,726
468
2.398
87,600
INLAND
-117.81
33.78
27
3,589
507
1,484
495
5.7934
270,500
<1H OCEAN
-117.29
33.06
20
2,110
335
1,008
325
6.1509
338,700
NEAR OCEAN
-118.15
34.03
44
603
207
588
218
2.0536
186,400
<1H OCEAN
-117.82
33.8
15
3,207
647
1,414
595
4.0484
165,600
<1H OCEAN
-121.95
37.31
27
2,462
570
1,278
565
3.5652
329,500
<1H OCEAN
-118.2
33.78
48
1,766
497
1,908
466
1.9872
168,800
NEAR OCEAN
-122.38
37.76
52
248
68
124
51
1.4886
450,000
NEAR BAY
-121.25
38.64
21
2,764
363
902
360
5.6864
258,700
INLAND
-122.25
37.79
52
902
237
846
227
3.625
125,000
NEAR BAY
-117.46
33.93
16
4,112
880
2,821
857
3.0122
114,700
INLAND
-122.02
37.98
40
1,797
401
756
369
2.8456
165,500
NEAR BAY
-117.14
32.81
34
1,748
294
800
294
4.4886
179,100
NEAR OCEAN
-122.39
37.73
52
1,070
224
567
207
2.8603
189,000
NEAR BAY
-119.01
35.33
32
3,068
628
1,897
607
2.4234
63,700
INLAND
-122.49
37.76
52
1,382
230
708
279
5.8096
339,800
NEAR BAY
-121.3
38.14
17
3,507
696
1,867
709
3.2123
120,700
INLAND
-122.44
37.77
52
5,604
1,268
2,023
1,196
4.4085
400,000
NEAR BAY
-117.32
34.08
41
1,359
264
786
244
2.5208
85,500
INLAND
-121.91
37.46
26
2,762
496
1,716
459
5.6062
226,800
<1H OCEAN
-121.56
38.26
43
1,906
327
996
314
2.9744
136,800
INLAND
-118.38
34.03
36
2,101
569
1,756
527
2.9344
222,100
<1H OCEAN
-119.22
36.31
17
2,079
459
2,022
462
1.5464
54,100
INLAND
-119.89
34.44
25
2,786
470
1,669
462
5.5184
268,300
NEAR OCEAN
-121.3
38.59
25
3,002
718
1,660
613
2.1116
89,600
INLAND
-118.14
34.1
52
4,061
861
2,290
790
2.8919
258,400
<1H OCEAN
-117.43
34.08
31
3,207
560
1,582
538
4.263
127,400
INLAND
-121.44
38.68
19
2,476
534
1,355
463
2.0625
94,400
INLAND
-117.9
34.1
31
3,007
653
1,766
616
3.7083
166,000
<1H OCEAN
-122.53
37.86
38
1,183
196
628
205
3.75
478,600
NEAR BAY
-121.39
38.58
36
2,019
369
878
356
2.8462
93,400
INLAND
-121.49
38.63
6
12,197
2,617
5,634
2,329
3.7449
129,300
INLAND
-117.76
33.79
4
8,974
1,268
3,754
1,241
8.2653
374,000
<1H OCEAN
-122.01
37.36
16
1,105
354
499
324
4.2061
253,600
<1H OCEAN
-121.9
37.44
9
957
139
532
142
8.6675
441,000
<1H OCEAN
-118.28
33.95
41
835
208
707
192
1.4103
86,200
<1H OCEAN
-118.02
34.13
33
2,874
458
1,239
431
5.2329
430,900
INLAND
-122.09
37.64
32
1,578
284
836
292
3.9063
184,200
NEAR BAY
-118.33
34.18
48
2,122
385
926
362
5.6975
231,400
<1H OCEAN
-121.84
37.24
18
3,574
504
1,803
536
6.7836
274,100
<1H OCEAN
-117.91
33.88
34
1,851
291
784
290
5.2336
235,600
<1H OCEAN
-117.17
32.68
16
5,895
1,424
873
522
7.3669
187,500
NEAR OCEAN
-117.83
34.01
16
9,446
1,650
4,911
1,534
5.0111
212,900
<1H OCEAN
-120.01
34.54
30
2,992
609
1,288
465
3.9375
292,900
NEAR OCEAN
-122.03
37.27
25
4,460
553
1,608
561
10.7958
500,001
<1H OCEAN
-117.04
32.77
16
7,963
1,881
3,769
1,804
2.9624
144,700
<1H OCEAN
-116.99
32.96
17
5,509
866
2,748
817
4.8854
181,300
<1H OCEAN
-120.76
38.76
21
3,509
606
1,576
564
2.6392
148,500
INLAND
-117.86
33.78
21
2,713
731
1,952
722
2.6959
178,800
<1H OCEAN
-119.71
36.77
11
5,112
1,384
2,487
1,243
2.1461
75,900
INLAND
-121.98
37.27
25
3,075
564
1,633
543
5.2528
269,400
<1H OCEAN
-121.06
40.23
23
1,127
225
215
85
3.4844
143,800
INLAND
-117.83
33.87
5
6,971
1,449
3,521
1,423
5.2131
243,900
<1H OCEAN
-117.98
33.81
35
897
156
479
161
5.152
215,600
<1H OCEAN
-118.35
33.84
22
13,133
3,680
7,180
3,522
3.5414
354,700
<1H OCEAN
-118.33
33.88
36
1,271
346
811
345
3.2417
283,300
<1H OCEAN
-118.37
33.95
32
1,067
286
1,053
277
2.8438
181,700
<1H OCEAN
-122.43
37.72
50
2,912
562
1,989
537
3.6667
252,600
NEAR BAY
-118.3
33.77
18
3,821
795
2,831
769
2.9571
346,200
<1H OCEAN
-117.31
33.16
4
5,846
894
2,282
801
5.5956
247,800
NEAR OCEAN
-118.38
33.98
25
7,105
1,012
2,519
1,004
6.8112
500,001
<1H OCEAN
-121.51
38.55
45
3,032
631
1,341
597
2.8417
137,900
INLAND
-121.42
37.73
2
2,682
393
883
271
5.9934
196,700
INLAND
-117.58
34.11
14
11,635
2,055
6,443
2,009
4.7547
157,600
INLAND
-117.85
33.74
19
1,248
357
1,214
328
2.7059
159,800
<1H OCEAN
-120.7
38.75
19
2,325
430
967
376
2.9
158,700
INLAND
-117.01
32.7
25
2,321
398
1,434
386
3.5341
120,800
NEAR OCEAN
-118.64
34.22
25
2,762
410
1,166
439
6.8643
333,700
<1H OCEAN
-118.04
33.85
18
3,628
546
1,922
544
7.5057
328,500
<1H OCEAN
-122
37.58
6
4,405
717
2,071
688
5.8151
295,600
<1H OCEAN
-119.47
35.4
32
2,167
421
1,301
394
1.9718
69,800
INLAND
-118.23
34.12
32
2,094
491
1,413
479
4.5089
221,100
<1H OCEAN
-117.35
34.5
10
2,163
392
1,174
362
3.375
98,000
INLAND
-121.5
38.58
5
761
306
2,031
295
0.7526
162,500
INLAND
-118.26
34.07
52
1,802
613
2,382
587
1.8438
185,900
<1H OCEAN
-117.04
32.77
26
4,263
1,037
2,199
1,010
2.734
148,900
<1H OCEAN
-118.43
34.18
22
2,052
568
1,254
572
2.6364
271,100
<1H OCEAN
-117.86
33.88
19
1,621
328
871
322
3.7361
201,400
<1H OCEAN
-118.13
34.58
29
2,370
475
1,746
483
3.7464
113,500
INLAND
-119.18
34.21
46
2,062
484
1,522
469
3.087
213,900
NEAR OCEAN
-121.32
38.26
4
6,125
1,063
3,077
953
4.1179
134,600
INLAND
-117.68
34.05
25
1,859
463
1,070
374
2.5395
187,500
INLAND
-121.41
38.6
16
5,407
1,467
2,523
1,265
2.0471
104,200
INLAND
-121.92
36.62
52
974
190
403
181
4.3281
236,500
NEAR OCEAN
-121.95
37.38
22
765
198
390
176
3.1812
87,500
<1H OCEAN
-123.41
41.6
23
1,654
369
669
273
1.965
65,400
INLAND
-118.42
34.18
27
3,760
880
2,022
812
3.1551
225,600
<1H OCEAN
-117.8
33.75
29
3,058
488
1,197
474
5.3903
286,600
<1H OCEAN
-122.19
37.77
52
2,170
428
1,086
425
3.3715
143,900
NEAR BAY
-121.63
36.71
19
5,015
1,013
3,251
940
3.9818
152,900
<1H OCEAN
-119.71
36.81
19
2,282
550
1,034
500
1.6618
69,700
INLAND
-124.13
40.62
43
2,131
399
910
389
2.5804
92,100
NEAR OCEAN
-118.06
34.09
38
2,036
388
1,096
371
4.0625
262,500
<1H OCEAN
-118.41
34.26
38
870
205
1,065
222
2.5313
136,100
<1H OCEAN
-118.36
33.95
42
2,532
627
2,038
591
2.875
177,500
<1H OCEAN
-122.25
37.49
40
2,709
521
1,156
510
4.6366
395,500
NEAR OCEAN
-117.26
32.85
30
3,652
499
978
462
8.2374
500,001
NEAR OCEAN
-117.5
33.98
21
2,394
416
1,291
381
4.2099
138,700
INLAND
-118.29
34.16
42
413
107
349
107
4.3438
189,800
<1H OCEAN