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
-121.79
38
36
1,141
234
562
213
2.5893
108,500
INLAND
-121.68
36.9
13
833
130
405
127
5.2729
322,900
<1H OCEAN
-122.92
39.08
24
341
64
146
57
4
166,300
INLAND
-121.04
37.69
5
9,601
1,639
4,449
1,575
4.5332
195,500
INLAND
-119.04
35.36
36
1,942
414
1,051
411
1.8362
66,900
INLAND
-121.21
38.67
11
5,500
956
2,827
946
4.1071
145,800
INLAND
-118.18
34.06
27
2,025
565
2,189
577
2.6083
148,600
<1H OCEAN
-121.49
38.54
47
2,313
536
779
442
2.5639
123,000
INLAND
-118.11
33.83
36
1,820
313
899
295
4.918
225,200
<1H OCEAN
-118.23
33.76
21
49
14
29
16
5
87,500
NEAR OCEAN
-121.86
37
16
8,638
1,392
3,706
1,251
5.503
351,800
<1H OCEAN
-122.15
37.41
15
2,577
360
979
364
10.476
500,001
NEAR BAY
-115.85
34.2
34
3,868
1,257
890
423
1.3571
41,000
INLAND
-121.12
35.58
16
4,109
798
1,298
626
3.4799
320,800
NEAR OCEAN
-118.12
33.91
34
682
132
491
144
4.6389
173,800
<1H OCEAN
-117.21
32.74
45
3,025
583
1,980
550
2.2982
87,500
NEAR OCEAN
-122.46
37.72
37
1,833
388
1,093
363
3.0703
211,800
NEAR OCEAN
-117.99
34
26
2,988
397
1,371
415
6.6988
382,500
<1H OCEAN
-118
33.83
26
1,718
385
1,022
368
3.9333
196,100
<1H OCEAN
-121.08
38.67
10
2,499
331
1,040
333
6.844
239,600
INLAND
-119.73
34.44
48
2,114
390
973
367
4.8021
351,100
NEAR OCEAN
-119.18
34.19
5
384
131
410
149
1.5625
87,500
NEAR OCEAN
-117.04
33.01
28
922
107
314
97
8.4721
342,300
<1H OCEAN
-117.28
33.2
20
4,835
854
2,983
834
4.3428
152,100
NEAR OCEAN
-118.18
33.88
47
882
185
536
174
4.625
163,000
<1H OCEAN
-117.27
33.23
5
20,908
3,933
9,690
3,510
4.1405
198,500
<1H OCEAN
-122.83
38.99
15
289
49
191
54
1.6833
113,900
INLAND
-118.36
33.93
40
1,625
500
2,036
476
2.6298
156,500
<1H OCEAN
-122.22
37.8
52
2,721
541
1,185
515
4.5428
239,800
NEAR BAY
-117.01
32.79
31
3,776
815
1,886
799
3.4421
155,300
<1H OCEAN
-122.4
37.71
40
1,883
397
1,411
438
3.0469
238,000
NEAR BAY
-118.24
34.06
19
2,870
1,021
3,325
978
1.7395
162,500
<1H OCEAN
-121.96
37.34
34
1,461
299
739
276
3.4375
252,600
<1H OCEAN
-121.67
39.34
22
1,217
224
537
187
2.6607
84,600
INLAND
-122.34
37.95
45
1,128
240
702
270
3.6719
134,100
NEAR BAY
-118.12
34.03
20
2,595
428
1,751
479
5.6112
308,000
<1H OCEAN
-117.59
34.13
10
20,263
3,915
9,716
3,744
3.8505
169,600
INLAND
-119.52
34.4
20
1,834
477
1,305
417
3.2125
251,000
NEAR OCEAN
-118.3
34.26
40
1,065
214
605
183
4.1964
185,900
<1H OCEAN
-122.32
38.06
4
7,999
1,611
3,596
1,396
5.0969
174,200
NEAR BAY
-117.16
32.79
32
1,731
413
1,569
427
3.3375
154,300
NEAR OCEAN
-122.13
37.68
44
2,147
399
1,175
401
4.1974
179,300
NEAR BAY
-119.16
34.95
14
4,054
787
1,581
579
3.0882
148,200
INLAND
-118.31
33.94
44
1,854
367
976
335
3.6583
126,700
<1H OCEAN
-121.92
37.34
35
357
120
377
99
3.0139
204,200
<1H OCEAN
-118.11
33.82
36
1,999
390
887
379
3.8162
221,900
<1H OCEAN
-122.29
37.76
18
2,873
763
1,243
663
5.1702
265,400
NEAR BAY
-117.8
33.89
25
3,121
381
1,278
389
7.0217
357,900
<1H OCEAN
-118.55
34.21
33
3,910
838
2,097
810
3.8247
208,700
<1H OCEAN
-121.46
38.55
52
2,094
463
1,364
407
1.2235
68,500
INLAND
-118.44
34.06
14
520
292
282
213
2.2857
500,001
<1H OCEAN
-119.21
34.26
31
224
88
326
88
2.375
55,000
NEAR OCEAN
-118.32
34.13
34
1,856
273
540
264
4.0833
500,001
<1H OCEAN
-117.31
33.25
14
3,483
764
2,140
687
3.125
102,300
<1H OCEAN
-117.12
32.76
27
1,426
364
792
353
2.0673
118,800
NEAR OCEAN
-118.43
34.04
42
2,725
569
1,115
516
4.5833
427,500
<1H OCEAN
-117.93
33.81
18
3,291
587
1,640
563
4.8981
166,300
<1H OCEAN
-119.05
34.35
39
950
300
1,366
312
2.2443
146,600
<1H OCEAN
-117.29
33.72
19
2,248
427
1,207
368
2.817
110,000
<1H OCEAN
-119.06
34.23
23
3,471
510
2,002
555
5.2742
257,500
<1H OCEAN
-117.18
32.77
16
2,374
780
913
705
2.7386
87,500
NEAR OCEAN
-117.93
33.94
30
2,658
382
1,135
392
6.0516
245,000
<1H OCEAN
-115.57
32.79
50
1,291
277
864
274
1.6667
68,100
INLAND
-117.92
33.88
52
1,270
276
609
211
3.75
232,500
<1H OCEAN
-117.43
33.95
36
2,284
444
1,425
405
4.0526
104,500
INLAND
-119.25
35.75
36
1,598
443
1,658
417
1.517
52,100
INLAND
-121.13
36.21
30
1,484
414
1,200
351
1.7548
95,800
<1H OCEAN
-117.08
32.7
35
1,477
264
852
279
3.1786
100,600
NEAR OCEAN
-120.08
34.59
24
1,874
319
820
315
5.1909
390,200
NEAR OCEAN
-119.44
38.53
20
1,963
434
682
273
1.5817
97,800
INLAND
-117.73
34.05
28
2,758
771
2,877
694
2.0734
113,300
INLAND
-120.56
38.48
14
3,545
702
946
411
3.4609
120,900
INLAND
-118.41
34.16
14
577
150
372
130
4.1875
275,000
<1H OCEAN
-117.28
34.26
18
3,895
null
1,086
375
3.3672
133,600
INLAND
-120.44
38.61
9
2,598
548
796
297
3.5192
98,000
INLAND
-121.37
37.06
25
474
92
300
104
3.8062
340,900
INLAND
-117.54
33.82
6
202
29
75
28
4.125
216,700
INLAND
-120.25
37.23
34
1,656
328
1,110
332
2.1845
59,900
INLAND
-122.71
38.45
52
2,259
537
957
520
2.1827
188,800
<1H OCEAN
-118.37
34.16
11
2,901
871
1,659
789
3.1106
209,400
<1H OCEAN
-117.33
34.08
35
2,240
423
1,394
396
3.1799
86,700
INLAND
-117.46
34.08
18
3,830
750
2,767
702
3.6602
120,700
INLAND
-121.74
37.95
5
4,980
774
2,399
763
5.7104
186,300
INLAND
-117.08
32.73
19
2,935
763
1,953
720
1.4254
111,300
NEAR OCEAN
-122.19
37.77
42
932
254
900
263
1.8039
92,300
NEAR BAY
-120.44
37.28
12
2,855
598
1,658
586
2.3929
81,100
INLAND
-117.65
34.1
44
2,808
585
1,444
550
2.7159
139,300
INLAND
-120.57
34.96
27
1,401
294
1,306
286
2.5809
83,200
NEAR OCEAN
-117.27
33.03
25
1,787
311
1,108
311
3.9826
215,800
NEAR OCEAN
-117.02
32.8
27
2,369
370
927
374
4.1162
177,200
<1H OCEAN
-122.1
37.69
41
746
null
387
161
3.9063
178,400
NEAR BAY
-117.24
33.36
11
2,786
480
1,250
450
4.5
222,600
<1H OCEAN
-122.06
37.38
20
3,401
768
1,497
747
4.2188
500,001
NEAR BAY
-117.06
32.61
24
4,369
1,353
3,123
1,247
2.0571
152,300
NEAR OCEAN
-121.99
38.35
45
1,778
339
839
319
2.4659
102,900
INLAND
-121.62
39.13
41
1,317
309
856
337
1.6719
64,100
INLAND
-118.62
34.18
25
3,124
468
1,241
439
6.4044
333,100
<1H OCEAN
-118.27
34.1
50
2,113
398
793
418
4.7132
304,600
<1H OCEAN
-118.26
34.23
43
1,428
325
836
302
4.5759
209,200
<1H OCEAN
-122.03
37.87
21
3,521
447
1,396
467
8.2673
358,700
NEAR BAY