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
-118
33.88
28
1,624
289
755
280
4.7083
268,100
<1H OCEAN
-121.36
38.6
35
1,930
328
805
338
4.4643
133,000
INLAND
-117.32
34.19
6
1,068
182
999
188
4.7222
109,000
INLAND
-121.1
38.94
42
410
117
706
112
1.0179
125,000
INLAND
-122.13
37.68
45
2,457
445
1,129
422
4.0588
182,800
NEAR BAY
-122.04
37.62
35
899
179
455
185
4.2857
190,400
NEAR BAY
-117.92
33.62
37
2,038
379
837
381
5.2416
471,300
<1H OCEAN
-122.44
37.73
43
3,700
684
1,488
623
5.5622
313,600
NEAR BAY
-116.85
34.26
18
6,988
1,635
2,044
726
2.4308
90,600
INLAND
-117.69
34.07
34
4,055
739
2,470
753
3.8586
136,000
INLAND
-120.96
37.61
23
3,497
887
2,467
816
1.9444
93,400
INLAND
-121.21
38.75
11
4,552
639
2,006
623
4.3962
264,400
INLAND
-123.1
39.36
19
1,056
248
611
226
1.746
105,000
INLAND
-122.04
36.98
33
797
125
385
133
6.7974
367,600
NEAR OCEAN
-118.14
33.84
45
1,908
361
890
342
4.575
336,000
<1H OCEAN
-118.46
34.16
16
4,590
1,200
2,195
1,139
3.8273
334,900
<1H OCEAN
-119.02
35.35
38
1,472
305
670
282
2.2407
76,000
INLAND
-118.11
34.12
52
2,954
371
1,152
347
11.5609
500,001
<1H OCEAN
-117.85
33.92
11
3,331
410
1,460
416
8.0287
371,800
<1H OCEAN
-118.37
34.11
42
5,518
979
1,863
957
8.5842
500,001
<1H OCEAN
-118.46
33.77
28
3,065
406
1,101
391
10.5536
500,001
NEAR OCEAN
-121.27
38.67
15
2,116
524
866
519
2.7388
111,600
INLAND
-117.5
34.04
4
3,428
649
2,158
632
5.0175
143,400
INLAND
-118.54
34.06
21
3,755
525
1,493
526
11.4233
500,001
<1H OCEAN
-118.18
33.98
40
1,698
431
1,280
405
2.625
206,300
<1H OCEAN
-117.93
33.88
45
1,306
293
585
260
4.0812
241,700
<1H OCEAN
-122.65
38.47
24
2,268
330
847
296
3.858
214,400
<1H OCEAN
-122.18
37.88
36
542
119
231
121
4.9
354,200
NEAR BAY
-118.13
33.82
44
1,619
280
815
284
5.5449
232,200
<1H OCEAN
-117.64
34.12
18
3,605
534
1,682
480
5.8407
202,900
INLAND
-118.2
33.94
42
618
163
680
179
3.3472
154,200
<1H OCEAN
-118.31
34.03
46
2,173
510
1,343
476
2.025
135,500
<1H OCEAN
-118.38
34.2
32
993
285
1,044
248
2.4306
187,500
<1H OCEAN
-121.73
38
3
9,217
1,522
3,578
1,272
5.0016
189,100
INLAND
-121.27
38.13
52
1,081
257
437
225
2.1979
114,100
INLAND
-118.12
34.23
52
433
69
147
53
3.9583
162,500
INLAND
-118.41
34
46
105
20
69
19
3.9643
275,000
<1H OCEAN
-121.87
37.3
28
859
199
455
211
2.3293
215,900
<1H OCEAN
-121.23
38.67
27
5,266
971
2,432
948
3.8954
133,000
INLAND
-117.87
33.84
17
2,395
410
1,224
399
5.1182
249,200
<1H OCEAN
-120.66
35.29
16
2,272
629
1,689
649
1.7031
195,000
NEAR OCEAN
-117.8
33.77
29
5,436
707
2,046
685
8.7496
349,500
<1H OCEAN
-121.88
37.32
38
1,787
508
2,113
530
2.6386
177,600
<1H OCEAN
-117.69
33.53
17
5,041
778
2,396
801
6.0868
282,900
<1H OCEAN
-122.46
37.64
26
2,806
375
1,617
396
5.3922
353,700
NEAR OCEAN
-121.26
38.11
4
2,058
366
933
316
4.2448
150,900
INLAND
-121.28
38.12
34
3,268
640
1,906
628
2.8237
110,700
INLAND
-117.7
33.61
16
2,371
725
1,738
686
3.6484
322,600
<1H OCEAN
-118.91
35.37
32
4,121
755
2,590
721
3.3462
67,600
INLAND
-118.87
34.23
14
4,242
746
1,858
689
6.0145
287,100
<1H OCEAN
-117.68
35.65
15
2,701
576
1,245
513
3.3269
81,900
INLAND
-118.06
34.58
36
1,493
258
899
260
3.86
109,300
INLAND
-120.39
38.03
20
1,551
309
647
228
2.6094
139,100
INLAND
-119.03
34.23
16
5,323
795
2,493
779
5.6762
271,300
<1H OCEAN
-117.91
33.79
22
4,417
1,054
2,759
983
4.25
170,300
<1H OCEAN
-118.18
33.9
32
1,452
365
1,888
366
3.5461
146,400
<1H OCEAN
-121.48
37.77
19
2,364
373
1,264
390
5.0176
274,200
INLAND
-116.91
34
18
553
100
215
82
5.5
193,800
INLAND
-122.44
37.75
52
3,114
637
1,144
591
4
375,000
NEAR BAY
-118.21
33.82
45
455
92
394
89
4.9562
165,700
NEAR OCEAN
-118.32
33.83
19
3,792
790
2,105
834
5.2363
310,000
<1H OCEAN
-121.36
38.64
24
6,540
1,008
2,667
1,031
5.5632
175,200
INLAND
-117.95
34.03
35
804
159
727
179
2.7361
145,700
<1H OCEAN
-118.26
34.13
37
1,383
470
1,185
451
2.5
207,100
<1H OCEAN
-117.41
33.96
24
4,481
901
2,398
823
3.864
123,400
INLAND
-117.24
33.77
9
6,907
1,379
3,665
1,290
2.8401
104,200
INLAND
-116.92
32.86
11
2,204
518
1,472
497
2.3693
127,000
<1H OCEAN
-117.3
34.46
8
6,246
1,273
3,883
1,264
2.7917
98,200
INLAND
-118.08
34.09
34
1,823
457
1,485
401
3.7222
207,200
<1H OCEAN
-120.62
36.99
32
2,455
508
1,344
492
1.9732
69,400
INLAND
-122.04
37.6
17
3,314
638
1,873
602
4.3875
238,500
NEAR BAY
-121.58
39.5
29
1,947
383
925
337
2.1658
57,600
INLAND
-122.15
37.46
39
906
109
353
112
10.3942
500,001
NEAR BAY
-117.14
33.07
12
9,302
1,603
4,074
1,504
4.3513
199,600
<1H OCEAN
-118.2
33.8
42
4,577
1,146
2,749
1,094
2.5012
197,500
NEAR OCEAN
-121.45
38.5
25
3,033
665
1,559
627
2.7101
99,500
INLAND
-119.55
36.7
31
1,671
372
1,371
347
2.3687
63,900
INLAND
-122.42
37.62
43
2,367
409
1,141
400
4.8295
319,000
NEAR OCEAN
-122.41
37.8
52
2,583
672
1,335
613
3.1477
500,001
NEAR BAY
-121.06
37.66
6
3,655
598
1,993
596
4.6053
150,100
INLAND
-117.83
33.89
25
1,737
270
840
265
4.625
245,700
<1H OCEAN
-117.14
32.96
12
5,949
799
2,936
781
6.3721
241,500
<1H OCEAN
-122.7
38.33
16
1,244
242
696
236
3.6369
158,700
<1H OCEAN
-122.45
37.66
36
5,456
926
2,761
916
4.7755
280,700
NEAR OCEAN
-120.85
37.75
26
28
4
9
5
1.625
85,000
INLAND
-117.65
34.14
9
3,877
490
1,815
490
8.4839
406,700
INLAND
-122.03
37.54
16
4,458
856
3,038
870
5.0739
208,000
NEAR BAY
-120.24
39.67
40
690
129
305
110
2.3625
62,500
INLAND
-118.17
34.18
38
1,280
231
828
237
4.375
166,700
<1H OCEAN
-121.34
38.61
11
1,716
404
722
415
2.0926
166,100
INLAND
-122.3
40.58
19
1,043
204
505
183
1.6033
98,800
INLAND
-118.59
34.14
19
1,303
155
450
145
10.5511
483,100
<1H OCEAN
-122.13
37.67
42
3,592
703
1,625
665
3.2434
179,900
NEAR BAY
-118.35
34.09
47
1,800
546
921
478
2.8021
280,600
<1H OCEAN
-124.14
40.57
29
2,864
600
1,314
562
2.1354
75,100
<1H OCEAN
-122
37.86
18
8,953
1,074
3,011
993
10.7372
500,001
<1H OCEAN
-117.15
32.74
26
3,149
832
1,320
808
3.0259
211,700
NEAR OCEAN
-116.97
32.83
23
149
32
101
34
2.6458
112,500
<1H OCEAN
-122.1
37.41
33
6,277
1,274
3,025
1,211
5.4721
343,300
NEAR BAY
-119.27
34.29
32
2,274
406
982
393
5.3254
385,200
NEAR OCEAN