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
-121.93
37.66
24
3,166
424
1,081
400
8.3337
500,001
<1H OCEAN
-121.67
40.61
8
2,411
463
786
297
2.1513
80,400
INLAND
-122.48
37.75
52
2,515
494
1,583
477
4.3393
317,600
NEAR BAY
-123.21
39.15
52
1,370
258
617
228
2.55
112,900
<1H OCEAN
-118.25
34.13
36
2,946
1,025
2,542
912
2.2244
255,900
<1H OCEAN
-120.44
34.97
22
1,619
360
1,509
384
1.7941
110,300
<1H OCEAN
-118.15
34.18
42
1,521
320
1,118
311
3.3125
154,900
<1H OCEAN
-118.15
33.77
36
4,366
1,211
1,912
1,172
3.5292
361,800
NEAR OCEAN
-118.31
33.83
50
696
311
382
234
2.775
225,000
<1H OCEAN
-117.08
32.91
9
1,547
218
683
231
7.5604
327,900
<1H OCEAN
-122.27
37.54
5
2,140
420
990
394
6.035
438,800
NEAR BAY
-122.05
37.31
25
4,111
538
1,585
568
9.2298
500,001
<1H OCEAN
-122.39
37.76
52
1,877
427
712
398
3.9722
290,900
NEAR BAY
-118.22
33.97
47
1,688
386
1,663
381
4.0609
171,300
<1H OCEAN
-121.26
38.13
38
1,419
411
1,226
397
2.2188
68,800
INLAND
-117.36
33.17
24
2,046
442
812
367
2.3182
500,001
NEAR OCEAN
-119.31
36.2
23
1,837
332
1,064
335
3.1453
74,500
INLAND
-118.36
33.88
25
2,845
710
1,611
628
3.2049
267,400
<1H OCEAN
-120.94
37.74
35
1,166
268
515
266
2.3469
90,200
INLAND
-121.82
37.27
16
2,030
321
1,343
365
6.3566
279,100
<1H OCEAN
-117.84
33.66
5
1,688
430
857
402
3.7857
231,600
<1H OCEAN
-118.5
34.2
34
1,617
344
938
305
3.915
217,700
<1H OCEAN
-117.72
34.1
32
3,241
895
1,592
810
2.4952
181,800
INLAND
-122.05
37.31
25
4,601
696
2,003
666
8.0727
455,500
<1H OCEAN
-120.51
39.52
26
2,286
444
498
216
2.065
96,100
INLAND
-120.8
37.53
29
1,162
254
726
225
2.1932
90,600
INLAND
-117.9
33.87
28
2,315
538
1,360
504
2.9861
218,600
<1H OCEAN
-118.19
34.03
52
1,053
246
1,036
249
2.1071
136,700
<1H OCEAN
-118.19
34.04
34
1,011
274
1,164
262
2.8542
146,900
<1H OCEAN
-118.32
33.89
44
1,300
252
695
249
5.1669
220,600
<1H OCEAN
-122.2
37.78
52
2,300
443
1,225
423
3.5398
158,400
NEAR BAY
-117.62
34.08
24
2,801
554
2,064
529
4.4946
136,000
INLAND
-117.96
33.78
35
1,330
201
658
217
6.37
229,200
<1H OCEAN
-118.4
33.92
25
1,453
271
695
283
5.9499
345,800
<1H OCEAN
-122.33
38.38
28
1,020
169
504
164
4.5694
287,500
INLAND
-122.43
37.8
52
2,802
622
954
572
4.5399
500,001
NEAR BAY
-122.01
37.32
32
3,108
613
1,577
603
4.6613
284,000
<1H OCEAN
-121.92
37.31
34
876
150
424
163
5.2769
241,100
<1H OCEAN
-121.22
38.43
20
2,054
339
934
336
4.5368
219,300
INLAND
-117.95
33.86
35
2,478
431
1,333
427
5.2099
191,400
<1H OCEAN
-121.72
38.54
16
2,790
624
1,386
636
3.1908
194,300
INLAND
-121.7
38.54
13
6,819
1,158
2,828
1,115
4.6225
226,500
INLAND
-121.75
38.55
33
2,479
382
979
377
4.7308
236,200
INLAND
-121.74
38.55
33
6,861
1,820
3,717
1,767
1.7311
182,600
INLAND
-121.76
38.55
23
8,800
1,857
6,330
1,832
2.065
219,400
INLAND
-121.75
38.55
26
4,802
950
2,199
939
3.7452
227,700
INLAND
-121.77
38.69
47
1,697
318
775
276
3.4559
123,100
INLAND
-121.77
38.68
43
2,559
598
1,820
591
2.1927
107,900
INLAND
-121.76
38.68
38
674
178
701
189
1.3942
69,400
INLAND
-121.8
38.69
8
3,544
691
2,118
678
3.7477
122,200
INLAND
-121.79
38.69
23
1,755
321
1,061
313
2.8864
103,100
INLAND
-121.78
38.69
31
2,547
535
1,579
509
2.6774
95,800
INLAND
-121.8
38.68
11
3,851
892
1,847
747
3.4331
120,600
INLAND
-121.79
38.68
24
3,794
848
2,225
864
2.8068
95,300
INLAND
-121.78
38.68
39
2,806
662
1,659
638
1.9787
97,800
INLAND
-121.8
38.67
11
3,251
623
1,700
615
3.1875
172,000
INLAND
-121.79
38.67
17
2,875
810
1,876
749
1.951
152,500
INLAND
-121.78
38.68
43
3,766
847
1,855
817
2.3468
119,400
INLAND
-121.8
38.67
10
2,086
380
1,073
378
4.5526
154,400
INLAND
-121.79
38.67
30
2,602
401
981
405
4.7222
167,200
INLAND
-121.78
38.67
38
2,948
478
1,123
460
4.0556
146,900
INLAND
-121.77
38.67
42
2,670
518
1,548
534
2.2794
108,900
INLAND
-121.77
38.67
45
2,438
462
1,415
510
2.8351
107,200
INLAND
-121.75
38.67
9
12,139
2,640
6,837
2,358
3.125
132,500
INLAND
-121.71
38.72
32
710
155
550
154
2.8882
151,400
INLAND
-121.7
38.65
22
1,360
282
808
229
2.4167
225,000
INLAND
-121.84
38.65
29
3,167
548
1,554
534
4.3487
200,700
INLAND
-121.79
38.66
15
6,809
1,052
3,060
1,060
5.3064
165,000
INLAND
-121.78
38.66
18
4,224
632
1,907
641
4.8226
139,900
INLAND
-121.76
38.66
17
5,320
984
2,866
928
4.1997
133,400
INLAND
-121.96
38.54
6
1,485
318
894
308
3.2222
139,600
INLAND
-121.99
38.53
6
4,598
834
2,561
812
3.4186
127,300
INLAND
-121.98
38.52
27
3,044
565
1,583
514
2.7989
126,700
INLAND
-122.05
38.56
20
1,005
168
457
157
5.679
225,000
INLAND
-121.92
38.57
10
1,320
246
898
228
1.9327
193,800
INLAND
-121.9
38.72
38
575
107
259
109
3.75
187,500
INLAND
-122
38.83
26
272
49
194
52
3.4187
98,400
INLAND
-121.94
38.89
15
1,462
314
774
271
2.5478
91,700
INLAND
-121.81
38.84
37
352
65
238
67
2.8542
275,000
INLAND
-121.72
38.8
36
1,069
228
567
190
1.9559
78,400
INLAND
-121.77
38.76
32
1,950
385
1,145
363
2.8365
87,900
INLAND
-122.21
38.83
20
1,138
221
459
209
3.1534
123,400
INLAND
-122.16
38.9
33
1,221
236
488
199
3.7574
92,700
INLAND
-122
38.73
31
371
74
208
84
3.875
137,500
INLAND
-121.95
38.65
19
1,265
228
755
218
3.3472
69,800
INLAND
-122.04
38.68
26
1,113
222
689
234
3.0486
83,600
INLAND
-122.03
38.69
23
1,796
380
939
330
2.7955
96,300
INLAND
-121.6
39.15
19
1,396
336
940
309
1.5208
70,300
INLAND
-121.59
39.15
5
1,922
489
938
439
2.0474
61,300
INLAND
-121.59
39.15
48
1,783
399
938
374
1.6652
58,900
INLAND
-121.59
39.14
41
1,492
350
804
353
1.684
71,300
INLAND
-121.58
39.15
34
1,376
376
702
317
1.4946
55,500
INLAND
-121.58
39.14
52
662
160
520
149
0.8928
55,000
INLAND
-121.58
39.16
36
1,206
197
537
204
3.3611
79,800
INLAND
-121.57
39.16
21
1,872
302
870
301
3.725
84,700
INLAND
-121.56
39.16
12
3,349
642
2,029
619
2.9647
88,800
INLAND
-121.57
39.16
33
2,033
375
914
330
2.6964
68,500
INLAND
-121.58
39.16
33
1,897
378
888
385
2.1111
68,700
INLAND
-121.58
39.15
38
1,756
396
837
401
1.9122
55,500
INLAND
-121.56
39.16
35
2,157
441
1,009
409
1.5827
63,000
INLAND