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
-122.01
37.53
19
4,572
712
2,346
709
6.0667
245,700
NEAR BAY
-117.2
32.77
30
156
45
77
40
3.2679
137,500
NEAR OCEAN
-118.03
33.99
52
2,792
461
1,177
439
3.4312
243,800
<1H OCEAN
-121.65
40.88
15
2,909
549
1,537
522
3.0179
61,300
INLAND
-121.21
38.65
14
3,443
510
1,413
505
5.6529
196,000
INLAND
-121.95
37.11
21
2,387
357
913
341
7.736
397,700
<1H OCEAN
-121.17
38.71
15
3,084
557
1,040
562
2.5183
293,300
INLAND
-118.4
37.36
34
2,465
619
1,172
575
1.9722
116,100
INLAND
-122.07
37.71
40
1,808
302
746
270
5.3015
254,900
NEAR BAY
-121.79
37.32
20
3,034
451
1,669
430
6.2742
241,300
<1H OCEAN
-118.05
33.98
41
1,406
428
1,174
390
2.0147
137,500
<1H OCEAN
-117.23
33.91
9
11,654
2,100
7,596
2,127
4.0473
127,200
INLAND
-117.77
34.11
28
1,998
414
1,124
389
3.75
180,900
INLAND
-122.13
37.75
36
768
93
229
93
5.3602
330,000
NEAR BAY
-122.21
37.78
52
1,477
300
1,065
269
1.8472
137,000
NEAR BAY
-122.31
38.3
45
3,023
659
1,789
657
3.6039
126,000
NEAR BAY
-121.46
39.4
17
3,659
735
1,970
667
2.425
96,200
INLAND
-118.1
33.93
36
1,124
217
707
234
4.375
174,500
<1H OCEAN
-120.21
39.35
7
914
159
85
34
4.7917
187,500
INLAND
-117.89
33.73
32
728
134
837
135
4.0769
163,900
<1H OCEAN
-120.57
38.2
13
4,110
847
1,796
706
2.6417
122,300
INLAND
-119.56
36.1
29
424
78
284
73
1.5313
43,800
INLAND
-118.12
34.1
34
2,918
555
1,435
568
4.2344
306,300
<1H OCEAN
-122.7
38.99
18
1,177
224
181
105
2.3558
134,700
INLAND
-119.35
35.59
14
2,719
502
1,497
457
3.176
71,800
INLAND
-118.46
34.06
20
5,448
1,532
2,202
1,442
4.2554
500,001
<1H OCEAN
-118.36
34.05
42
1,372
null
674
271
2.8793
202,100
<1H OCEAN
-118.11
34.07
46
1,130
229
698
209
5.2719
244,400
<1H OCEAN
-119.61
36.58
29
1,312
280
788
271
2.6974
73,000
INLAND
-117.42
34.08
28
2,300
419
1,312
444
3.4844
127,700
INLAND
-118
33.94
36
2,911
534
1,395
486
5.1738
203,700
<1H OCEAN
-121.3
38.68
19
2,655
438
1,253
454
5.2817
140,600
INLAND
-122.45
37.77
52
2,191
627
1,100
585
3.0409
500,000
NEAR BAY
-119.32
36.32
35
2,316
387
849
378
4.3816
88,600
INLAND
-121.36
39.52
15
2,490
527
1,229
497
2.3917
85,700
INLAND
-122.35
37.94
47
1,275
275
844
273
2.8967
95,600
NEAR BAY
-121.47
38.61
35
1,372
360
850
328
1.6331
67,500
INLAND
-119.36
36.22
10
2,445
526
1,262
476
1.9355
68,300
INLAND
-117.3
33.07
14
2,670
426
1,034
407
6.4247
295,100
NEAR OCEAN
-118.2
33.93
40
1,929
417
1,780
419
3.4402
149,400
<1H OCEAN
-119.35
35.58
13
1,657
362
1,186
376
1.1903
63,200
INLAND
-117.7
35.62
18
2,657
496
1,426
483
3.5931
71,900
INLAND
-122.23
37.83
52
2,990
379
947
361
7.8772
500,001
NEAR BAY
-121.31
38.57
22
1,229
253
733
250
2.5
101,600
INLAND
-117.52
33.84
20
688
146
575
144
3.55
111,000
INLAND
-117.8
34.1
13
2,996
495
1,187
464
6.2456
161,700
INLAND
-118.17
33.84
45
1,533
331
791
335
3.4605
186,600
<1H OCEAN
-120.15
39.15
25
1,669
348
163
78
5.75
176,600
INLAND
-119.14
34.23
8
243
75
102
80
2.5714
500,001
NEAR OCEAN
-122.26
38.33
34
2,048
316
780
267
5.815
339,200
NEAR BAY
-117.7
33.65
16
3,388
492
1,249
463
6.1863
355,600
<1H OCEAN
-119.72
34.41
35
871
145
354
154
4.3214
341,800
NEAR OCEAN
-116.89
32.82
18
2,515
443
1,442
449
5.0201
154,400
<1H OCEAN
-118.23
34.13
48
1,308
null
835
294
4.2891
214,800
<1H OCEAN
-122.45
37.74
38
5,688
930
2,263
908
6.203
346,800
NEAR BAY
-122.03
37.53
18
1,746
437
1,268
404
3.256
183,300
NEAR BAY
-118.45
34.17
21
2,152
527
996
470
3.2386
277,300
<1H OCEAN
-118.15
34.13
50
2,443
494
947
451
4.7344
314,700
<1H OCEAN
-117.62
34.13
20
3,216
516
1,655
524
5.1261
158,800
INLAND
-117.24
33
16
2,512
356
795
353
7.5975
369,100
NEAR OCEAN
-118.62
34.17
34
3,268
538
1,463
519
6.8482
308,300
<1H OCEAN
-118.14
33.93
31
3,205
727
1,647
664
3.3681
223,900
<1H OCEAN
-117.12
32.91
8
3,405
961
1,742
918
2.8728
114,600
<1H OCEAN
-116.29
33.67
12
5,048
842
883
391
5.6918
231,300
INLAND
-121.5
38.59
43
88
21
119
19
1.725
67,500
INLAND
-117.48
33.98
20
2,451
475
1,785
456
3.3966
115,000
INLAND
-117.63
34.37
20
7,052
1,306
2,197
810
3.7252
167,100
INLAND
-119.8
36.8
43
1,951
288
725
308
6.3359
169,300
INLAND
-117.42
34.11
25
4,261
893
2,319
702
3.3958
111,900
INLAND
-122.26
37.5
24
2,307
510
842
507
3.6111
341,500
NEAR OCEAN
-117.85
34.1
22
5,179
944
2,315
884
4.51
189,900
<1H OCEAN
-114.55
32.8
19
2,570
820
1,431
608
1.275
56,100
INLAND
-122.23
37.46
26
4,670
1,039
2,103
933
4.4167
333,800
NEAR OCEAN
-117.74
34.05
27
852
237
1,024
221
2.1141
110,900
INLAND
-118.27
34.09
52
1,079
222
439
201
4.625
230,800
<1H OCEAN
-121.31
36.42
21
2,740
615
2,630
564
2.6629
102,700
<1H OCEAN
-117.1
34.21
22
4,397
931
1,145
445
4.5268
108,400
INLAND
-118.25
34.07
16
719
225
801
218
2.3942
133,300
<1H OCEAN
-122.17
37.7
24
1,755
365
952
362
4
202,600
NEAR BAY
-118.25
34.16
52
2,477
385
993
371
4.9135
368,100
<1H OCEAN
-122.47
38.34
15
2,411
446
1,144
407
4.3472
261,000
<1H OCEAN
-121.93
37.78
2
227
35
114
49
3.1591
434,700
<1H OCEAN
-121.87
37.66
27
1,569
242
583
214
5.7519
278,500
INLAND
-118.12
34.01
40
1,417
338
1,068
331
2.4259
164,600
<1H OCEAN
-118.38
34.06
25
2,558
661
1,183
636
3.5556
500,000
<1H OCEAN
-117.08
33.03
17
987
142
463
152
5.8747
229,300
<1H OCEAN
-118.51
34.26
29
2,472
354
1,109
397
5.5433
332,500
<1H OCEAN
-118.32
34.2
36
1,978
337
834
311
3.9866
294,400
<1H OCEAN
-118.36
34.13
36
6,871
1,180
2,216
1,130
8.0499
495,600
<1H OCEAN
-118.49
34.25
28
4,054
712
2,164
746
5
258,000
<1H OCEAN
-120.91
38.73
11
5,460
859
2,645
838
4.835
230,600
INLAND
-119.72
36.8
15
3,045
689
1,340
588
3.1953
85,700
INLAND
-119.01
35.35
34
1,354
325
922
304
2.1875
58,000
INLAND
-122.15
37.45
52
568
91
219
75
6.1575
500,001
NEAR BAY
-118.14
33.95
42
1,413
228
630
219
6.8564
300,000
<1H OCEAN
-123.82
40.16
19
2,283
634
1,184
453
1.2227
76,800
<1H OCEAN
-117.38
34.44
4
5,083
867
2,541
856
4.2414
121,400
INLAND
-122.42
38.31
18
1,479
246
550
217
4.7356
333,300
NEAR BAY
-119.23
34.46
34
9,280
1,765
4,514
1,693
3.2026
227,600
<1H OCEAN
-122.03
37.3
22
3,583
758
1,792
695
5.4842
335,300
<1H OCEAN