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
-117.62
34.05
33
883
211
1,007
210
2.8281
103,600
INLAND
-117.09
33.11
32
1,713
321
891
286
3.1429
171,600
<1H OCEAN
-121.97
37.64
32
1,283
194
485
171
6.0574
431,000
<1H OCEAN
-119.34
36.32
6
3,266
604
1,769
580
3.1574
89,200
INLAND
-119.25
35.76
36
2,332
656
2,175
610
1.6045
57,300
INLAND
-118.32
33.35
27
1,675
521
744
331
2.1579
450,000
ISLAND
-122.46
38.29
35
1,762
350
686
339
3.5982
271,700
NEAR BAY
-122.41
37.8
52
3,278
775
1,279
709
5.4378
500,001
NEAR BAY
-118.18
34.05
52
1,070
231
925
220
1.825
133,000
<1H OCEAN
-119.04
35.35
31
1,607
336
817
307
2.5644
73,000
INLAND
-119.81
36.71
25
1,026
221
789
183
1.5625
52,800
INLAND
-122.38
37.58
52
1,704
226
671
243
8.4704
500,001
NEAR OCEAN
-121.31
38.03
18
4,893
1,008
3,036
997
2.5212
110,000
INLAND
-118.54
34.18
25
1,938
457
1,280
425
3.9632
240,300
<1H OCEAN
-121.02
37.67
32
3,951
797
1,916
740
2.6722
111,500
INLAND
-119.03
36.08
19
2,471
431
1,040
426
3.25
80,600
INLAND
-117.68
33.51
4
2,428
401
959
386
6.2661
268,500
<1H OCEAN
-120.57
35.18
16
5,209
917
2,284
809
4.0403
346,100
<1H OCEAN
-118.14
34.19
49
1,678
277
737
287
3.7222
237,000
INLAND
-122.44
37.8
52
1,580
470
714
448
3.2447
500,001
NEAR BAY
-118.06
33.91
24
4,880
1,044
4,516
1,050
4.1387
157,700
<1H OCEAN
-121.29
37.96
48
1,778
541
1,237
462
1.3438
103,100
INLAND
-118.2
34.11
46
3,659
1,068
4,153
993
2.5211
162,900
<1H OCEAN
-116.96
33.73
20
4,735
973
2,306
904
3.069
87,000
INLAND
-121.96
37.29
24
1,240
263
690
276
5
283,000
<1H OCEAN
-118.98
35.39
29
607
177
476
143
1.1875
50,700
INLAND
-118.02
34.12
37
2,250
360
989
329
6.1536
366,000
INLAND
-122.65
38.48
17
1,090
164
473
163
5.5061
231,800
<1H OCEAN
-117.2
34.04
23
1,762
267
1,132
279
5.9915
153,200
INLAND
-122.09
37.68
41
1,834
463
1,105
467
2.8322
170,300
NEAR BAY
-122.41
37.78
52
1,014
422
1,055
382
1.8519
32,500
NEAR BAY
-120.52
35.06
11
1,317
234
655
243
4.3611
329,700
<1H OCEAN
-118.31
34
52
1,630
379
1,413
405
1.933
120,000
<1H OCEAN
-120.44
34.96
34
1,248
284
986
272
2.9167
104,200
<1H OCEAN
-117.67
33.6
20
1,213
171
565
170
7.2592
314,800
<1H OCEAN
-118.07
33.82
27
3,481
576
1,660
560
5.7965
228,200
<1H OCEAN
-118.38
33.82
38
1,318
237
547
225
6.0308
416,700
NEAR OCEAN
-118.03
34.05
36
1,345
331
1,511
309
3.5129
142,300
<1H OCEAN
-118.54
34.2
37
1,600
349
1,012
366
4.1597
201,600
<1H OCEAN
-118.23
34.18
43
1,708
280
768
276
6.207
457,400
<1H OCEAN
-122.1
37.7
25
2,973
622
1,413
595
4.3819
209,200
NEAR BAY
-118.29
33.85
10
1,391
420
1,378
377
1.9049
222,200
<1H OCEAN
-117.94
33.86
35
1,235
227
875
220
4.6964
183,100
<1H OCEAN
-118.18
33.85
38
3,596
862
2,416
832
3.6897
169,800
<1H OCEAN
-118.38
34.08
30
4,524
1,312
1,910
1,243
2.8889
335,300
<1H OCEAN
-119.83
36.8
24
3,756
681
1,586
739
3.8571
90,100
INLAND
-118.75
34.27
24
3,241
461
1,567
446
5.5983
233,300
<1H OCEAN
-122.48
37.73
38
3,195
828
2,410
778
3.1359
350,000
NEAR OCEAN
-118.22
33.83
44
1,792
404
1,115
358
3.9091
174,400
<1H OCEAN
-118.67
34.27
10
3,753
678
1,859
660
4.9946
204,600
<1H OCEAN
-117.3
34.12
50
1,629
437
1,581
394
2.2019
63,500
INLAND
-117.41
33.97
24
950
183
383
182
3.0694
125,000
INLAND
-118.4
34.05
43
1,028
145
394
149
10.4519
500,001
<1H OCEAN
-122.09
37.11
32
2,637
489
1,031
410
3.6474
231,600
NEAR OCEAN
-118.14
33.91
34
2,011
472
1,087
423
3.0465
187,800
<1H OCEAN
-117.24
34.06
9
3,603
786
1,782
718
3.2604
93,300
INLAND
-122.03
37.34
17
1,165
278
598
287
4.0129
342,400
<1H OCEAN
-118.12
34.06
23
1,190
347
965
327
2.2261
211,800
<1H OCEAN
-118.2
34.14
52
2,090
466
1,219
390
4.0909
204,200
<1H OCEAN
-122.43
37.7
19
1,733
354
959
348
4.7708
281,700
NEAR BAY
-121.94
37.56
15
5,674
748
2,412
714
8.3996
442,900
<1H OCEAN
-117.34
33.23
11
3,737
757
2,212
727
3.1062
141,000
NEAR OCEAN
-117.81
33.73
23
3,056
556
1,508
555
4.7273
234,200
<1H OCEAN
-119.03
35.4
35
2,608
620
1,566
583
2.1818
63,500
INLAND
-122.53
37.9
44
2,846
551
1,232
537
3.8839
327,200
NEAR BAY
-118.49
34.27
33
3,047
527
1,578
507
4.58
236,200
<1H OCEAN
-119.05
35.36
30
4,635
800
2,307
754
3.6548
84,700
INLAND
-118.38
33.97
42
1,859
337
813
326
6.019
294,500
<1H OCEAN
-122.09
37.21
15
1,969
332
822
324
7.8774
394,900
<1H OCEAN
-121.49
38.55
51
4,280
632
1,486
621
5.0359
224,100
INLAND
-121.78
37.67
26
2,211
344
1,024
321
5.2649
199,800
INLAND
-119.05
35.34
14
3,580
984
1,933
912
2.6637
175,000
INLAND
-117.28
34.14
40
2,190
496
1,214
493
2.3947
81,900
INLAND
-122.32
37.96
34
2,070
357
784
294
4.0417
182,800
NEAR BAY
-118.26
33.89
36
923
165
603
191
3.5687
120,700
<1H OCEAN
-121
37.26
45
1,750
371
847
354
1.7062
77,400
INLAND
-118.42
34.01
32
1,300
356
703
311
3.5667
394,000
<1H OCEAN
-117.33
34.07
32
2,086
458
1,355
412
2.5238
89,200
INLAND
-118.22
33.94
41
928
249
1,108
236
3.4323
144,600
<1H OCEAN
-117.63
34.06
39
1,210
310
1,294
303
2.3636
88,300
INLAND
-122.11
37.41
33
1,641
284
659
282
6.0884
432,900
NEAR BAY
-122.63
38.5
19
2,107
332
874
341
5.7819
265,600
<1H OCEAN
-121.45
38.6
44
2,324
413
823
375
4.6625
158,900
INLAND
-122.31
40.55
11
13,714
2,302
6,511
2,267
3.5522
100,100
INLAND
-116.83
32.81
18
2,367
402
1,021
395
4.8125
210,500
<1H OCEAN
-118.08
33.81
20
6,295
937
2,292
874
7.6084
402,500
<1H OCEAN
-118.11
34.01
43
1,539
386
1,122
377
2.4605
196,000
<1H OCEAN
-117.96
33.86
35
2,146
430
1,230
429
3.7813
184,900
<1H OCEAN
-119.12
36.19
21
2,645
464
1,245
407
2.9145
114,200
INLAND
-122.27
37.88
44
2,252
592
989
550
3.0132
272,900
NEAR BAY
-120.68
35.5
19
3,369
673
1,834
646
3.7672
173,800
<1H OCEAN
-118.2
33.94
45
1,818
408
1,705
373
4.0441
157,500
<1H OCEAN
-117.09
32.77
31
3,062
null
1,263
539
3.0875
291,500
NEAR OCEAN
-117.98
33.76
24
1,880
405
967
418
4.4545
192,500
<1H OCEAN
-122.72
38.45
41
1,743
373
780
357
3.1467
175,500
<1H OCEAN
-121.82
38.01
25
3,018
606
1,614
568
3.4722
127,000
INLAND
-117.26
32.99
16
2,127
512
1,532
499
2.7348
231,300
NEAR OCEAN
-122.3
37.53
38
984
171
429
157
5.3261
376,800
NEAR OCEAN
-122.51
37.76
40
2,320
562
1,499
521
3.2792
260,800
NEAR OCEAN
-117.81
33.83
8
7,326
884
2,569
798
10.157
477,100
<1H OCEAN