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
-122.5
37.75
43
2,373
481
1,247
454
4.0985
283,200
NEAR OCEAN
-118.06
33.72
22
4,311
531
1,426
533
9.8177
500,001
NEAR OCEAN
-117.37
34.08
17
2,029
404
1,190
437
2.9554
115,000
INLAND
-118.2
34.13
30
3,369
824
2,032
795
4.0052
196,400
<1H OCEAN
-118.19
34.04
45
963
234
1,194
239
2.1806
134,900
<1H OCEAN
-121.2
39.25
5
906
144
376
141
4.3523
188,200
INLAND
-122.52
37.95
33
4,448
631
1,675
628
7.8904
468,800
NEAR BAY
-122.45
38.28
20
3,306
503
1,374
460
5.7984
297,600
NEAR BAY
-118.19
33.89
38
4,018
986
3,702
927
2.9293
113,600
<1H OCEAN
-120.98
38.66
9
2,073
404
916
373
3.225
163,300
INLAND
-118.33
33.94
31
3,757
1,102
3,288
964
1.9309
137,500
<1H OCEAN
-118.42
34.23
33
2,478
457
1,567
446
5.6629
186,700
<1H OCEAN
-118.43
34.18
25
3,830
1,105
2,328
1,017
2.6238
210,000
<1H OCEAN
-117.59
34.16
10
9,467
1,181
3,819
1,122
7.8252
361,400
INLAND
-118.23
34.21
50
309
47
121
45
6.213
285,000
<1H OCEAN
-121.96
37.96
28
1,838
273
899
270
5.2145
229,200
INLAND
-119.17
34.17
34
2,749
539
2,330
559
4.2137
185,600
NEAR OCEAN
-121.26
37.97
31
1,189
295
891
292
2.5536
50,500
INLAND
-122.01
39.74
20
2,332
518
1,856
495
2.1746
58,700
INLAND
-118.24
34.01
48
396
99
485
110
2.375
107,500
<1H OCEAN
-122.57
38.27
7
6,508
1,028
2,902
1,010
5.3707
250,500
<1H OCEAN
-118.45
34.01
36
2,424
418
1,123
417
6.4755
405,800
<1H OCEAN
-122.48
37.75
51
2,095
410
1,126
429
4.4
318,400
NEAR BAY
-118.18
34.13
44
2,734
415
1,057
424
7.9213
477,800
<1H OCEAN
-118.32
34.14
23
4,574
1,423
1,624
995
4.0965
500,001
<1H OCEAN
-119.61
34.43
16
2,665
391
794
311
9.0267
500,001
<1H OCEAN
-122.87
38.43
36
1,987
387
1,065
347
4.0446
172,200
<1H OCEAN
-120.13
34.63
11
2,137
339
916
338
5.5221
394,900
NEAR OCEAN
-122.01
37.31
26
1,391
241
700
236
6.6766
332,700
<1H OCEAN
-117.94
33.86
35
2,127
417
1,247
378
4.75
185,600
<1H OCEAN
-122.05
37.89
37
1,677
269
689
283
4.2625
310,600
NEAR BAY
-121.83
37.99
16
2,919
462
1,456
453
5.6779
164,700
INLAND
-118.2
34.05
40
1,082
318
1,085
273
1.7054
117,200
<1H OCEAN
-122.03
37.98
16
1,209
477
627
482
1.3894
156,300
NEAR BAY
-122.07
37.37
22
3,770
727
1,657
762
4.8021
457,500
NEAR BAY
-116.33
33.75
5
19,107
3,923
2,880
1,376
4.036
158,500
INLAND
-122.21
38.02
15
2,150
327
1,094
324
6.0224
198,500
NEAR BAY
-117.59
34.02
14
1,463
261
881
245
4.7857
152,500
INLAND
-118.26
34.03
49
299
90
287
68
1.2096
100,000
<1H OCEAN
-122.24
40.17
51
2,378
584
1,083
494
1.577
51,900
INLAND
-122.45
37.75
35
1,363
302
1,786
301
3.0804
313,400
NEAR BAY
-117.07
32.7
14
2,763
456
1,914
465
4.1645
143,000
NEAR OCEAN
-117.66
34.02
11
3,358
504
1,690
482
6.7544
207,900
INLAND
-117.22
32.82
22
3,738
795
1,476
728
3.7963
303,100
NEAR OCEAN
-121.16
37.73
7
4,956
941
3,006
915
3.4426
139,000
INLAND
-117.97
33.67
25
3,906
660
1,809
622
5.6765
265,100
<1H OCEAN
-120.4
37.98
19
2,010
433
910
390
2.6696
121,200
INLAND
-118.95
34.17
23
2,630
404
1,184
385
5.2955
247,600
<1H OCEAN
-117.99
34.12
35
1,040
231
1,040
242
2.5395
139,200
INLAND
-118.44
34.03
37
1,193
205
488
224
3.625
357,600
<1H OCEAN
-121.06
39.04
15
1,999
287
585
246
5.5161
361,900
INLAND
-120.96
37.54
29
1,468
245
747
231
3.4643
125,000
INLAND
-122.14
37.67
37
3,156
534
1,495
543
4.8125
188,300
NEAR BAY
-121.28
38.1
13
2,432
586
1,441
606
2.5556
133,100
INLAND
-118.12
34.07
45
1,770
423
1,410
389
3.0592
212,500
<1H OCEAN
-117.86
33.83
23
2,377
403
1,101
408
5.3439
227,100
<1H OCEAN
-122.5
37.76
45
1,673
377
1,078
393
3.3393
272,300
NEAR OCEAN
-118.26
34
37
2,615
697
2,484
630
1.9208
103,400
<1H OCEAN
-117.71
33.97
10
10,856
2,278
6,474
2,199
3.851
137,200
INLAND
-121.88
37.29
44
2,026
396
908
383
4.1406
274,100
<1H OCEAN
-118.27
34.14
10
1,060
332
1,025
288
3.0074
175,000
<1H OCEAN
-120.28
37.9
17
1,047
212
530
196
2.1538
153,300
INLAND
-118.61
34.38
2
5,989
883
1,787
613
6.6916
329,500
INLAND
-118.49
34.02
29
2,709
799
1,238
793
3.1563
330,000
<1H OCEAN
-117.07
32.75
37
2,690
549
1,219
524
2.3148
154,200
NEAR OCEAN
-124.17
40.77
30
1,895
366
990
359
2.2227
81,300
NEAR OCEAN
-118.11
34.02
17
9,559
1,911
5,279
1,844
5.1515
318,900
<1H OCEAN
-120.35
40.63
33
240
49
63
22
3.625
200,000
INLAND
-121.22
37.82
13
4,452
949
2,740
937
3.1964
141,500
INLAND
-118.3
33.86
35
1,511
274
853
308
4.9792
251,300
<1H OCEAN
-118.4
33.9
38
2,868
466
1,098
438
7.9059
477,100
<1H OCEAN
-118.14
33.78
42
1,898
488
940
483
3.4107
233,300
NEAR OCEAN
-122.49
37.68
35
2,405
461
1,583
471
5.0659
238,000
NEAR OCEAN
-121.75
36.95
27
1,580
303
1,066
306
4.7071
202,700
<1H OCEAN
-117.18
32.83
27
2,346
399
1,105
373
4.2708
182,800
NEAR OCEAN
-121.38
38.41
7
6,091
921
2,916
886
4.7557
150,400
INLAND
-121.34
37.96
27
1,839
442
2,010
416
2.1284
59,400
INLAND
-122
36.97
39
2,702
646
1,136
491
2.8941
256,700
NEAR OCEAN
-117.12
34.46
17
1,613
326
765
300
2.6827
110,400
INLAND
-117.96
33.85
35
1,175
191
568
186
4.125
189,200
<1H OCEAN
-122.77
38.92
26
712
140
293
100
4.0119
119,400
INLAND
-117.69
33.65
16
5,805
852
2,356
795
6.1062
274,600
<1H OCEAN
-117.32
33.99
27
5,464
850
2,400
836
4.711
133,500
INLAND
-117.13
34.07
34
2,405
541
1,342
514
2.8031
86,900
INLAND
-122.47
37.74
52
2,055
265
735
252
8.1189
500,001
NEAR BAY
-118.08
34.58
5
1,113
186
631
168
4.1719
146,600
INLAND
-122.2
37.46
40
1,723
208
976
209
9.8892
500,001
NEAR OCEAN
-117.11
32.73
27
3,160
627
1,628
612
3.8864
132,600
NEAR OCEAN
-118.2
33.91
43
1,381
278
1,494
298
3.5878
118,400
<1H OCEAN
-119.73
34.42
23
1,364
227
638
238
5.3279
413,900
NEAR OCEAN
-122.23
37.77
52
769
206
612
183
2.57
72,000
NEAR BAY
-122.49
37.69
35
2,644
456
1,465
430
4.9375
277,000
NEAR OCEAN
-120.8
37.55
18
1,802
335
1,110
329
3.1641
96,300
INLAND
-120.99
37.61
39
512
132
443
127
1.2857
60,000
INLAND
-117.11
33.74
18
4,799
1,035
1,966
944
2.1182
71,300
INLAND
-117.64
34.15
16
2,896
404
1,165
379
6.4559
392,900
INLAND
-117.24
34.59
4
5,027
797
1,869
686
3.5507
186,100
INLAND
-119.94
38.96
20
1,451
386
467
255
1.5536
212,500
INLAND
-121.4
38.55
26
2,697
398
1,088
389
5
142,500
INLAND
-121.89
39.71
26
2,741
451
1,217
437
3.7007
139,200
INLAND