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
-118.34
33.76
34
5,586
674
1,871
636
15.0001
500,001
NEAR OCEAN
-121.79
37.33
10
3,283
550
2,491
522
6.6633
283,700
<1H OCEAN
-117.86
34.08
31
2,524
349
1,003
343
7.5196
380,900
<1H OCEAN
-121.43
38.61
33
2,289
576
1,100
503
2.1694
95,700
INLAND
-122.43
37.72
48
1,289
280
782
235
3.6719
259,800
NEAR BAY
-117.15
32.78
25
1,577
266
611
284
5.25
205,100
NEAR OCEAN
-121.9
38.04
36
1,489
331
838
259
1.2024
90,200
INLAND
-117.99
33.73
24
2,104
421
1,181
414
3.8365
250,900
<1H OCEAN
-121.45
38.49
34
3,573
662
1,540
620
3.5323
109,800
INLAND
-120.95
37.65
37
136
20
72
22
2.2279
225,000
INLAND
-121.23
37.98
27
849
137
373
131
5.0362
181,300
INLAND
-121.74
36.47
28
1,973
343
970
349
4.25
279,100
<1H OCEAN
-121.29
36.9
17
3,610
593
1,734
559
5.8324
374,200
INLAND
-117.58
34.1
4
6,360
1,584
3,359
1,396
3.5186
127,800
INLAND
-117.85
33.89
22
4,020
655
1,486
635
5.9639
262,300
<1H OCEAN
-117.9
34.13
25
3,076
856
2,868
752
2.6619
117,600
<1H OCEAN
-122.44
37.72
49
1,557
405
1,173
385
3.4605
265,000
NEAR BAY
-122.29
38.32
23
4,312
993
2,317
934
2.7667
153,200
NEAR BAY
-118.78
34.26
24
4,072
582
1,834
565
6.0487
254,500
<1H OCEAN
-119.66
36.3
18
1,147
202
717
212
3.3681
70,500
INLAND
-118.15
33.86
32
2,630
559
1,069
491
2.4659
209,000
<1H OCEAN
-117.99
33.94
34
1,519
301
758
304
4.3125
214,000
<1H OCEAN
-121.71
38.56
20
8,627
1,516
4,071
1,466
4.2198
164,100
INLAND
-124.08
40.86
18
1,287
484
805
502
1.1157
150,000
NEAR OCEAN
-116.52
33.84
17
4,465
859
853
445
3.6875
130,400
INLAND
-121.26
37.95
39
1,841
428
1,368
390
2.1583
62,000
INLAND
-119.59
36.72
18
1,284
193
621
190
4.5375
130,600
INLAND
-117.97
33.86
35
1,691
367
1,265
378
3.5855
174,300
<1H OCEAN
-122.03
38.28
15
5,114
833
2,418
778
4.4882
144,000
INLAND
-117.88
33.79
32
1,484
295
928
295
5.1418
190,300
<1H OCEAN
-118.25
33.99
39
1,274
319
1,362
324
2.1793
107,900
<1H OCEAN
-118.01
33.8
16
4,021
701
1,488
650
5.32
219,500
<1H OCEAN
-122.21
37.78
52
1,056
224
792
245
2.6583
142,600
NEAR BAY
-117.19
34.03
25
2,513
340
900
320
6.4962
182,400
INLAND
-118
33.87
13
2,086
544
1,356
462
2.95
165,600
<1H OCEAN
-118.21
33.97
49
1,409
313
1,268
317
3.9408
170,600
<1H OCEAN
-119.8
34.43
22
2,845
500
1,456
454
5.6604
276,400
NEAR OCEAN
-122.35
37.57
52
2,059
345
800
308
4.97
500,001
NEAR OCEAN
-117.22
33.9
8
8,302
1,461
5,155
1,370
4.0467
121,500
INLAND
-122.87
39.13
15
1,927
427
810
321
1.6369
86,500
INLAND
-118.32
33.79
21
6,638
1,634
3,240
1,568
3.6797
271,100
<1H OCEAN
-122.03
37.29
22
3,118
438
1,147
425
10.3653
500,001
<1H OCEAN
-118.24
34.11
39
1,148
348
1,161
333
2.2167
176,700
<1H OCEAN
-123.79
39.5
24
1,421
291
588
274
2.325
157,300
<1H OCEAN
-122.45
37.77
52
1,722
465
885
437
3.0906
500,001
NEAR BAY
-117.96
34.14
9
907
207
619
194
3.9464
179,600
INLAND
-121.44
39.5
26
1,652
325
790
292
3.0446
90,800
INLAND
-117.26
33.37
7
2,221
548
1,440
501
2.2368
154,600
<1H OCEAN
-123.21
39.13
27
1,531
266
822
234
4.0469
127,400
<1H OCEAN
-118.33
33.89
39
1,880
361
982
357
4.1953
226,900
<1H OCEAN
-121.1
38.92
21
4,064
871
1,847
859
3.0321
135,500
INLAND
-117.72
34.07
33
4,100
740
2,580
730
3.7321
134,200
INLAND
-117.92
34.08
36
1,285
228
679
231
3.8705
191,900
<1H OCEAN
-117.69
33.66
11
2,630
327
1,256
352
8.2953
350,500
<1H OCEAN
-120.06
36.72
32
981
237
736
249
1.8
60,400
INLAND
-118.26
34.16
18
1,775
525
950
522
3.5417
177,100
<1H OCEAN
-117.96
33.75
14
2,509
611
1,814
547
2.7986
176,100
<1H OCEAN
-122.25
37.8
41
1,471
469
1,062
413
1.6121
171,400
NEAR BAY
-118.15
34.03
43
2,006
472
1,687
463
1.7991
158,800
<1H OCEAN
-117.25
34.13
37
2,498
472
1,291
487
3
83,400
INLAND
-117.25
34.53
13
5,841
955
2,455
915
4.1333
158,200
INLAND
-118.65
34.18
26
4,607
656
1,769
643
7.4918
367,600
<1H OCEAN
-121.15
38.69
52
240
44
6,675
29
6.1359
225,000
INLAND
-118.2
33.93
36
2,210
634
2,341
553
2.1715
131,100
<1H OCEAN
-121.97
37.36
36
765
134
306
136
4.575
247,600
<1H OCEAN
-118.05
33.78
25
2,356
330
937
326
6.6264
359,100
<1H OCEAN
-117.25
32.86
30
1,670
219
606
202
12.4429
500,001
NEAR OCEAN
-122.35
37.98
34
3,756
726
2,237
686
3.7562
132,900
NEAR BAY
-117.17
32.76
45
3,149
639
1,160
661
2.7266
354,200
NEAR OCEAN
-122.26
37.51
46
672
149
351
136
5.3264
258,100
NEAR OCEAN
-117.19
32.77
9
634
152
248
133
3.8571
143,800
NEAR OCEAN
-121.89
37.66
3
1,565
464
769
461
2.1187
231,300
INLAND
-118.21
34.18
14
2,672
335
1,113
318
12.1579
500,001
<1H OCEAN
-117.96
33.99
25
1,348
210
660
200
5.2852
297,600
<1H OCEAN
-121.71
36.88
19
2,528
554
2,332
492
3.7766
177,000
<1H OCEAN
-122.09
37.67
48
1,252
305
673
308
2.3357
175,000
NEAR BAY
-121.99
37.4
24
3,217
689
1,196
684
3.4896
226,700
<1H OCEAN
-121.99
36.99
16
1,592
369
1,039
351
3.6364
207,000
NEAR OCEAN
-118.29
33.84
23
3,626
799
2,321
731
4.7393
237,900
<1H OCEAN
-116.93
33.06
16
3,490
545
1,628
535
4.8836
239,900
<1H OCEAN
-122.26
38.1
30
3,317
1,058
1,794
990
1.1835
133,300
NEAR BAY
-117.71
34.06
16
1,458
295
912
331
3.625
160,400
INLAND
-121.29
38.59
19
2,460
470
1,346
480
3.6563
95,600
INLAND
-119.81
36.83
10
5,780
922
2,712
883
5.6445
135,500
INLAND
-122.25
38.02
16
1,803
267
946
266
5.7001
205,100
NEAR BAY
-118.18
34.08
35
2,226
602
2,230
549
2.9167
129,300
<1H OCEAN
-122.49
37.75
48
2,387
424
1,041
408
3.7562
321,200
NEAR OCEAN
-118.08
34.13
28
4,465
985
2,273
949
3.5671
228,500
INLAND
-117.09
32.67
37
1,157
332
983
306
2.0972
117,000
NEAR OCEAN
-122.09
37.99
19
3,073
506
1,773
493
5.4496
205,400
NEAR BAY
-118.36
33.98
39
813
185
344
154
3.5833
218,800
<1H OCEAN
-117.14
32.71
32
719
251
894
208
1.8456
103,100
NEAR OCEAN
-121.98
37.34
18
6,649
1,712
3,604
1,651
4.5368
307,400
<1H OCEAN
-118.25
33.98
37
1,045
361
1,666
337
1.7929
97,200
<1H OCEAN
-117.42
33.35
14
25,135
4,819
35,682
4,769
2.5729
134,400
<1H OCEAN
-118.45
34.3
35
4,085
919
3,988
906
3.4812
160,200
<1H OCEAN
-121.07
39.13
8
4,839
832
1,977
762
4.0848
155,900
INLAND
-119.79
36.74
35
853
296
1,228
289
1.0513
39,600
INLAND
-118.31
33.91
36
961
173
625
179
4.2596
181,100
<1H OCEAN
-117.78
33.7
16
1,663
250
597
204
5.409
233,900
<1H OCEAN