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
-118.14
34.09
20
3,447
1,007
2,622
934
2.918
208,700
<1H OCEAN
-117.66
34.14
8
1,692
253
857
251
6.9418
310,500
INLAND
-116.93
32.87
17
3,722
670
1,561
604
3.6027
211,900
<1H OCEAN
-117.59
33.61
3
2,993
429
991
390
10.0765
378,200
<1H OCEAN
-118.4
34.09
45
2,686
283
857
259
15.0001
500,001
<1H OCEAN
-122.24
38.15
10
6,817
1,188
4,163
1,135
4.4529
144,100
NEAR BAY
-119.71
34.4
27
3,782
771
1,742
751
4.0451
395,100
NEAR OCEAN
-119.44
36.61
17
1,531
280
775
246
3.9073
91,600
INLAND
-118.25
34.09
52
3,142
765
1,728
682
3.1864
189,800
<1H OCEAN
-121.31
38.02
24
4,157
951
2,734
879
2.7981
92,100
INLAND
-121.82
39.75
37
2,236
372
974
379
3.2016
97,000
INLAND
-117.04
32.74
33
3,880
770
2,288
805
3.6848
140,700
NEAR OCEAN
-121.3
38.6
32
9,534
1,819
4,951
1,710
3.3926
103,400
INLAND
-118.24
33.95
37
649
147
653
147
1.4792
97,500
<1H OCEAN
-118.09
33.87
31
3,498
728
2,098
697
3.9837
246,000
<1H OCEAN
-122.08
37.4
52
766
203
448
196
2.5208
316,700
NEAR BAY
-117.32
33.51
4
966
133
311
92
5.2066
500,001
<1H OCEAN
-122
37.31
28
3,811
585
1,795
581
7.8383
372,700
<1H OCEAN
-122.4
37.79
52
1,185
660
1,007
623
1.4552
450,000
NEAR BAY
-117.24
33.19
19
1,569
351
1,035
352
2.9191
159,400
<1H OCEAN
-118.37
34.02
33
2,263
430
900
382
4.4028
246,800
<1H OCEAN
-122.66
39.03
27
1,446
329
594
255
1.165
53,300
INLAND
-115.56
32.8
15
1,171
328
1,024
298
1.3882
69,400
INLAND
-122.26
37.87
52
1,087
371
3,337
350
1.4012
175,000
NEAR BAY
-121.83
39.74
34
3,263
604
1,290
594
2.575
130,300
INLAND
-118.88
34.17
15
4,260
null
1,701
669
5.1033
410,700
<1H OCEAN
-122.87
38.48
27
3,894
776
1,832
715
3.5085
187,800
<1H OCEAN
-119.3
34.29
26
3,665
932
2,775
870
1.9286
160,500
NEAR OCEAN
-117.23
33.2
29
3,372
720
1,770
693
3.5109
166,000
<1H OCEAN
-118.39
33.86
28
3,619
764
1,735
789
6.1404
368,400
<1H OCEAN
-122.39
37.73
52
1,931
329
1,025
293
2.9063
192,000
NEAR BAY
-116.91
32.86
10
3,699
838
2,310
759
2.5365
139,500
<1H OCEAN
-117.88
33.55
27
2,278
316
772
304
10.1275
500,001
<1H OCEAN
-121.95
37.26
34
1,482
255
584
246
5.5121
264,700
<1H OCEAN
-118.43
34.16
41
2,050
478
850
490
3.4208
343,400
<1H OCEAN
-117.29
33.83
15
4,173
804
2,393
713
2.4662
118,300
INLAND
-118.12
34.02
36
1,595
383
1,105
359
2.4286
205,600
<1H OCEAN
-119.71
34.42
31
1,643
499
1,253
499
3.1563
267,000
<1H OCEAN
-123.4
39.46
10
4,086
831
2,111
758
3.2156
104,400
<1H OCEAN
-118.13
33.8
36
1,496
271
743
265
4.4312
226,000
<1H OCEAN
-118.59
34.18
7
11,853
2,691
4,404
2,447
4.2009
271,300
<1H OCEAN
-117.76
34.06
33
1,831
486
1,625
472
1.9937
103,600
INLAND
-122.45
37.78
43
1,452
397
897
393
4.1319
322,700
NEAR BAY
-122.2
37.8
52
1,547
293
706
268
4.7721
217,100
NEAR BAY
-121.95
37.41
13
2,164
412
1,087
411
4.7625
137,500
<1H OCEAN
-122.22
38.15
7
5,129
null
2,824
738
5.5138
171,100
NEAR BAY
-122.41
37.61
43
1,934
303
847
300
4.7381
347,400
NEAR OCEAN
-118.08
34.14
52
1,282
189
431
187
6.1159
470,800
INLAND
-121.69
37.95
15
1,850
441
1,348
403
3.8125
125,400
INLAND
-117.22
32.83
31
3,958
727
1,924
728
5.4605
190,200
NEAR OCEAN
-117.79
33.69
16
1,532
240
679
248
5.7115
313,900
<1H OCEAN
-117.45
33.91
29
2,320
422
1,358
415
3.7333
121,400
INLAND
-118.46
34.05
25
4,077
1,151
1,719
1,017
3.7721
337,500
<1H OCEAN
-117.89
34.09
35
1,205
330
583
319
2.3971
188,900
<1H OCEAN
-119.95
38.95
22
1,058
352
851
269
2.02
87,500
INLAND
-117.79
33.84
9
10,484
1,603
4,005
1,419
8.3931
365,300
<1H OCEAN
-122.23
38.33
31
3,440
574
1,538
537
5.5368
325,900
NEAR BAY
-121.55
40.48
14
2,413
524
805
329
2.7857
77,400
INLAND
-120.77
37.42
27
949
224
888
241
2.3333
72,800
INLAND
-121.97
37.79
17
5,688
824
2,111
773
6.6131
312,500
<1H OCEAN
-118.29
34.18
52
1,602
265
667
251
5.049
323,500
<1H OCEAN
-122.9
39.23
39
1,295
240
534
179
3.9519
98,900
INLAND
-121.05
39.21
43
1,264
273
611
260
2.535
117,100
INLAND
-118.02
34.09
32
1,747
399
1,199
402
3.4286
191,800
INLAND
-118.29
34.36
34
503
99
275
68
4.5491
375,000
INLAND
-121.41
38.59
18
5,527
1,446
2,883
1,305
2.6485
114,500
INLAND
-122.35
40.54
17
2,280
453
976
434
2.71
97,800
INLAND
-117.57
33.87
27
1,786
287
939
278
5.1929
165,000
INLAND
-119.03
35.38
52
1,695
290
540
260
2.7312
147,100
INLAND
-114.63
32.76
15
1,448
378
949
300
0.8585
45,000
INLAND
-121.22
38.67
20
1,412
226
700
227
4.05
130,700
INLAND
-122.34
41.21
26
178
40
55
25
2.0375
57,500
INLAND
-122.39
40.58
44
1,625
392
944
347
1.5972
68,900
INLAND
-118.38
34.27
8
3,248
847
2,608
731
2.8214
158,300
<1H OCEAN
-122.27
37.48
26
3,542
507
1,392
524
8.5184
500,001
NEAR OCEAN
-121.3
38.67
15
4,018
850
2,070
814
3.0733
119,800
INLAND
-117.82
33.66
24
4,227
641
1,605
589
6.4238
278,400
<1H OCEAN
-118.3
33.89
37
2,132
565
1,369
565
3.285
218,100
<1H OCEAN
-118.13
34.17
49
1,962
435
1,329
457
3.2898
200,000
<1H OCEAN
-117.12
32.71
33
1,256
331
1,315
321
1.9286
78,500
NEAR OCEAN
-118.22
34.13
47
1,585
420
949
366
2.7098
173,800
<1H OCEAN
-122.54
37.91
48
2,924
489
1,159
505
5.6302
489,000
NEAR BAY
-122.41
37.76
52
2,605
678
2,071
611
3.2964
265,000
NEAR BAY
-122.2
37.79
35
1,802
459
1,009
390
2.3036
126,000
NEAR BAY
-117.91
34.08
33
2,325
452
1,170
445
3.6625
217,100
<1H OCEAN
-121.37
38.62
43
1,077
199
447
182
3.0139
115,600
INLAND
-117.32
33.87
15
826
138
440
134
4.8125
173,900
INLAND
-117.87
34.13
32
1,741
373
872
333
3.4219
194,500
<1H OCEAN
-119.27
35.5
34
1,367
329
796
319
2.8269
61,100
INLAND
-122.3
37.56
36
1,379
228
750
227
5.5381
282,000
NEAR OCEAN
-118.29
33.91
31
2,025
618
2,231
593
2.4741
151,200
<1H OCEAN
-118.12
34.69
27
3,019
501
1,580
523
3.7804
113,500
INLAND
-117.77
33.8
16
3,973
483
1,373
452
9.8074
417,000
<1H OCEAN
-122.47
37.72
43
968
199
434
162
2.5333
239,300
NEAR OCEAN
-121.28
38.14
38
2,803
500
1,223
509
4.119
128,800
INLAND
-120.46
37.31
26
3,170
572
1,524
565
3.48
95,300
INLAND
-121.5
38.57
45
858
254
510
200
1.0114
80,000
INLAND
-122.51
38.76
9
2,589
482
1,050
374
4.0435
132,600
INLAND
-120.57
40.43
15
2,045
461
1,121
402
2.6902
71,500
INLAND
-121.87
37.39
16
1,334
389
1,103
415
3.7153
229,800
<1H OCEAN