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
-122.1
39.47
43
1,320
215
512
197
2.4917
77,100
INLAND
-115.37
32.82
14
1,276
270
867
261
1.9375
80,900
INLAND
-118.15
33.77
52
2,204
498
899
445
4.1765
393,900
NEAR OCEAN
-118.76
34.13
10
4,355
716
2,030
674
6.5571
500,001
NEAR OCEAN
-118.33
33.88
30
1,856
444
899
435
3.1505
270,000
<1H OCEAN
-118.41
33.97
43
1,464
224
581
232
6.2022
365,900
<1H OCEAN
-121.27
37.94
38
512
133
676
124
1.7386
52,000
INLAND
-122.46
37.65
16
8,676
1,633
5,130
1,574
4.8096
262,000
NEAR OCEAN
-122.64
41.74
33
2,644
459
1,113
483
3.3095
81,300
INLAND
-122.08
37.62
17
2,485
518
1,139
550
2.6875
157,300
NEAR BAY
-118.26
34.02
40
1,259
362
1,499
327
1.8382
126,400
<1H OCEAN
-118.37
34.09
38
1,349
344
547
309
3.2159
383,300
<1H OCEAN
-117.69
33.6
17
2,150
361
1,194
335
5.4622
227,000
<1H OCEAN
-118.99
35.39
52
2,805
573
1,325
522
2.5083
70,100
INLAND
-121.71
39.41
22
1,814
342
941
323
2.1728
59,400
INLAND
-120.22
39.35
8
1,872
281
203
71
4.5882
198,400
INLAND
-122.17
37.77
31
2,424
533
1,360
452
1.871
90,700
NEAR BAY
-118.02
33.82
19
2,485
437
1,286
431
4.7466
258,300
<1H OCEAN
-117.92
33.7
15
3,201
null
1,510
622
4.2708
161,700
<1H OCEAN
-118.13
33.9
38
1,475
269
827
265
4.7663
191,600
<1H OCEAN
-121.36
38.57
26
1,793
244
653
235
5.6485
129,500
INLAND
-122.65
41.72
15
3,643
801
1,784
743
1.8533
57,500
INLAND
-117.1
33.12
12
961
342
315
201
0.813
275,000
<1H OCEAN
-117.93
34.01
33
1,733
361
1,757
375
4.2266
153,800
<1H OCEAN
-117.17
32.79
44
2,262
647
3,009
657
2.2663
123,600
NEAR OCEAN
-118.07
34.09
33
2,178
445
1,153
400
3.6083
212,000
<1H OCEAN
-118.16
34.14
41
3,039
482
973
446
7.4817
500,001
<1H OCEAN
-117.08
33.09
23
3,792
624
1,988
658
4.7566
178,300
<1H OCEAN
-120.3
37.34
33
993
186
556
175
2.4286
103,600
INLAND
-122.4
37.72
40
1,948
413
1,434
396
3.0313
219,100
NEAR BAY
-121.9
37.29
36
1,389
225
623
223
6.6331
283,300
<1H OCEAN
-117.27
34.12
31
2,209
636
1,314
562
1.7235
78,800
INLAND
-118.34
34.04
37
1,466
529
1,835
500
1.7014
123,200
<1H OCEAN
-118.3
33.72
28
2,510
583
1,388
554
3.3397
267,800
NEAR OCEAN
-122.55
38.01
27
3,966
577
1,657
611
6.3314
342,200
NEAR BAY
-117.73
34.07
34
4,038
725
2,716
759
4.1339
135,000
INLAND
-117.13
32.75
31
2,336
656
1,186
609
2.5872
130,600
NEAR OCEAN
-120.45
34.63
25
2,445
368
983
363
4.9286
180,100
NEAR OCEAN
-121.79
37.33
13
2,978
505
1,794
485
6.6813
277,800
<1H OCEAN
-118.08
33.86
29
1,018
235
684
248
3.3333
198,800
<1H OCEAN
-122.43
37.66
29
3,541
786
2,259
770
4.3039
278,400
NEAR OCEAN
-122.29
37.54
41
1,743
349
811
349
4.9464
282,400
NEAR OCEAN
-121.34
38.04
16
3,295
565
2,279
576
3.6083
146,400
INLAND
-118.63
34.21
31
3,952
647
1,762
588
5.5709
244,800
<1H OCEAN
-122.29
37.98
27
2,133
347
850
350
5.1046
209,800
NEAR BAY
-120.69
35.65
14
3,487
889
2,352
796
1.6303
144,900
<1H OCEAN
-118.29
33.84
33
896
208
843
200
3.5
183,000
<1H OCEAN
-117.97
34.06
31
2,516
null
2,194
497
3.2413
155,500
<1H OCEAN
-118.09
34.01
36
1,465
363
1,538
342
3.5469
150,600
<1H OCEAN
-122.7
38.35
16
1,328
187
607
197
5.0366
257,800
<1H OCEAN
-117.85
34.06
24
3,128
497
1,406
472
7.5286
462,700
<1H OCEAN
-122.38
37.18
52
1,746
315
941
220
3.3047
286,100
NEAR OCEAN
-117.85
34.08
23
1,160
166
467
178
8.105
386,200
<1H OCEAN
-118.5
34.04
52
2,233
317
769
277
8.3839
500,001
<1H OCEAN
-115.5
32.67
35
2,159
492
1,694
475
2.1776
75,500
INLAND
-122.28
37.88
52
2,495
491
1,058
464
4.1429
259,600
NEAR BAY
-123.1
38.79
20
3,109
712
1,643
638
2.8344
164,400
<1H OCEAN
-118.1
33.96
36
2,013
435
1,476
475
3.9549
192,100
<1H OCEAN
-119.78
36.85
12
782
166
292
164
2.8274
79,500
INLAND
-122
37.34
27
1,716
290
817
301
5.9158
343,100
<1H OCEAN
-121.29
38.65
27
2,744
464
1,340
452
3.8816
147,300
INLAND
-117.89
33.88
15
1,655
626
1,549
582
1.9127
175,000
<1H OCEAN
-117.89
33.9
23
1,533
226
693
230
7.898
258,200
<1H OCEAN
-118.32
33.94
37
2,740
504
1,468
479
4.5368
168,800
<1H OCEAN
-122.56
38.03
34
1,887
290
815
283
6.5249
324,800
NEAR BAY
-120.87
37.76
16
1,174
249
601
242
1.7143
113,300
INLAND
-117.95
33.87
22
1,432
335
746
296
2.0227
55,000
<1H OCEAN
-119.5
34.35
39
308
38
59
21
11.7794
500,001
NEAR OCEAN
-121.74
36.92
14
3,355
695
1,350
697
2.6506
164,600
<1H OCEAN
-120.93
39.96
15
1,666
351
816
316
2.9559
118,800
INLAND
-118.44
34.16
33
1,616
322
580
311
4.0391
337,500
<1H OCEAN
-117.01
32.63
7
6,483
976
3,269
1,005
5.7358
221,600
NEAR OCEAN
-117.92
33.74
13
4,620
1,265
3,385
1,109
3.1773
186,500
<1H OCEAN
-118.48
34.02
30
2,027
609
1,425
562
2.2917
330,800
<1H OCEAN
-118.42
34.09
40
3,552
392
1,024
370
15.0001
500,001
<1H OCEAN
-118.21
34.12
41
1,904
514
1,666
498
3.6845
175,800
<1H OCEAN
-120.02
38.76
15
3,142
618
725
285
4.3333
121,400
INLAND
-117.35
33.23
4
1,837
287
934
277
3.8958
189,800
NEAR OCEAN
-117.72
33.64
16
1,230
242
380
246
2.2969
67,500
<1H OCEAN
-119.77
37.19
8
5,212
872
2,383
857
4.1099
113,600
INLAND
-122.04
37.08
20
467
95
229
86
4.8
261,500
NEAR OCEAN
-122.48
38.5
37
3,049
null
1,287
439
4.3125
276,500
INLAND
-118.46
34
44
941
230
493
206
3.6458
325,800
<1H OCEAN
-120.71
35.27
9
2,568
421
1,149
398
5.4287
331,600
NEAR OCEAN
-119.8
36.73
45
925
231
797
228
1.7011
44,800
INLAND
-118.18
33.99
36
988
337
1,508
351
2.4375
154,800
<1H OCEAN
-122.03
37
30
2,077
342
816
328
5.2078
440,500
NEAR OCEAN
-122.03
37.61
36
1,409
271
1,002
281
3.7262
164,900
NEAR BAY
-117.96
33.82
19
1,199
251
730
276
3.6422
209,400
<1H OCEAN
-116.53
33.88
5
4,423
763
1,906
667
4.6855
125,200
INLAND
-118.2
34.04
44
1,399
386
1,419
373
1.8224
143,800
<1H OCEAN
-120.46
34.64
37
1,697
334
740
272
2.3804
148,000
NEAR OCEAN
-122.01
37.34
31
3,080
526
1,493
582
6.3052
344,200
<1H OCEAN
-118.27
34.25
39
699
150
358
143
4.4375
195,800
<1H OCEAN
-119.88
34.44
27
4,724
793
2,394
738
5.5954
261,400
NEAR OCEAN
-121
37.65
52
3,887
803
1,768
779
2.5089
119,000
INLAND
-118.41
34.06
43
2,665
556
1,015
506
4.1411
500,001
<1H OCEAN
-122.49
38.1
43
1,226
244
491
205
4.9286
307,000
NEAR BAY
-122.32
41.31
45
1,393
294
521
249
1.1915
71,900
INLAND
-122.02
37.35
17
2,975
608
1,465
577
5.8779
362,200
<1H OCEAN