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
-119
35.35
35
1,164
277
992
284
1.4015
48,700
INLAND
-117.92
33.98
10
16,414
2,919
8,907
2,714
6.1552
362,500
<1H OCEAN
-118.23
34.13
37
1,799
426
1,088
417
2.975
244,500
<1H OCEAN
-117.19
33.41
16
3,031
554
1,301
518
4.0882
296,100
<1H OCEAN
-117.93
33.79
34
3,592
616
2,138
605
5.2129
193,400
<1H OCEAN
-122.04
36.98
51
1,076
206
495
201
2.9286
258,300
NEAR OCEAN
-122.41
37.76
52
2,479
515
1,816
496
3.0774
300,000
NEAR BAY
-122.45
37.76
31
5,283
1,330
2,659
1,269
3.5744
500,000
NEAR BAY
-122.54
37.89
33
4,971
836
1,907
795
6.1275
424,400
NEAR BAY
-121.46
38.69
11
3,335
658
1,963
622
3.3125
96,800
INLAND
-121.24
38.82
5
12,259
1,643
4,819
1,582
5.4498
217,300
INLAND
-122.23
39.53
8
1,268
336
1,237
326
1.3708
125,000
INLAND
-117.84
34.63
5
6,739
1,251
4,614
1,266
4.002
115,100
INLAND
-121.92
37.31
13
6,035
1,551
2,946
1,481
4.0524
213,900
<1H OCEAN
-120.59
34.7
29
17,738
3,114
12,427
2,826
2.7377
28,300
NEAR OCEAN
-121.99
37.3
28
4,863
901
2,110
868
5.1483
342,000
<1H OCEAN
-121.97
37.77
13
7,241
1,007
3,221
947
7.2216
324,600
<1H OCEAN
-117.94
33.81
34
1,290
203
664
204
5.8461
227,400
<1H OCEAN
-115.59
32.79
8
2,183
307
1,000
287
6.3814
159,900
INLAND
-119.14
36.06
32
1,838
441
1,628
425
1.6452
41,500
INLAND
-120.51
36.86
21
1,779
399
1,446
371
2.4414
71,900
INLAND
-121.98
37.58
20
4,126
1,031
2,079
975
3.6832
216,900
<1H OCEAN
-117.92
34.06
34
2,819
609
1,718
558
3.5547
197,600
<1H OCEAN
-117.4
33.93
35
1,468
298
1,168
261
2.2222
81,300
INLAND
-118.24
34.23
43
1,061
208
514
208
6.01
254,200
<1H OCEAN
-117.04
33.15
15
13,814
2,888
6,583
2,789
2.8247
150,000
<1H OCEAN
-118.46
34.22
39
1,500
333
998
309
3.9625
168,200
<1H OCEAN
-118.39
34.18
44
477
91
220
112
3.3906
223,800
<1H OCEAN
-118.3
34.09
32
2,202
674
2,178
635
2.0307
226,700
<1H OCEAN
-117.06
33.02
24
830
190
279
196
1.9176
121,100
<1H OCEAN
-118.38
34.3
39
1,622
355
903
314
4.1125
183,000
<1H OCEAN
-118.29
34.09
28
1,562
648
1,974
597
1.9766
112,500
<1H OCEAN
-118.28
34.07
25
7,522
3,179
7,221
2,902
2.0173
177,500
<1H OCEAN
-120.86
37.77
38
1,545
279
662
266
3.825
96,400
INLAND
-118.23
34.14
33
2,865
864
2,061
790
2.6268
201,300
<1H OCEAN
-122.01
37.29
31
3,136
431
1,190
412
7.5
500,001
<1H OCEAN
-119.36
36.2
33
1,955
398
1,412
397
2.25
51,500
INLAND
-117.33
34.06
48
732
149
486
139
2.5673
68,200
INLAND
-117.09
32.76
44
1,139
214
470
217
3.5481
203,100
NEAR OCEAN
-121.41
38.59
17
12,355
3,630
5,692
3,073
2.5245
99,100
INLAND
-120.85
37.57
27
819
157
451
150
3.4934
193,800
INLAND
-121.88
36.96
18
4,910
817
1,971
773
5.8325
308,800
NEAR OCEAN
-119.76
36.75
39
2,233
563
2,031
491
1.8641
50,800
INLAND
-121.32
38
22
2,105
521
781
483
2.213
87,500
INLAND
-117.28
33.22
13
2,832
542
1,065
531
2.3844
98,600
<1H OCEAN
-120.48
41.82
20
1,367
284
429
181
2.0227
47,500
INLAND
-118.15
34.12
43
1,810
427
742
429
3.8529
350,000
<1H OCEAN
-117.59
33.93
17
338
47
200
46
7.8118
244,200
INLAND
-118.44
34.03
37
975
189
489
202
4.2434
331,000
<1H OCEAN
-118.28
33.95
40
2,044
538
2,150
524
2.1437
94,800
<1H OCEAN
-116.54
33.82
12
9,482
2,501
2,725
1,300
1.5595
115,600
INLAND
-118.21
34.14
44
1,681
407
1,105
387
3.2222
186,500
<1H OCEAN
-121.44
38.48
12
4,929
1,010
2,621
870
2.7262
109,800
INLAND
-120.3
37.97
17
3,243
619
1,408
566
2.474
120,100
INLAND
-121.45
38.52
37
1,477
321
888
312
2.5592
70,300
INLAND
-118
34.13
35
1,005
224
742
221
3.5481
158,100
INLAND
-122.07
37.63
24
2,329
465
1,401
453
4.5913
177,600
NEAR BAY
-118.02
34.08
28
2,769
631
2,452
581
2.6071
175,900
INLAND
-119.18
34.27
6
2,307
386
910
364
5.215
279,500
NEAR OCEAN
-121.43
37.75
42
1,207
278
699
279
3.3611
117,600
INLAND
-118.61
35.47
13
2,267
601
756
276
2.5474
78,400
INLAND
-122.18
40.02
30
1,952
397
961
333
2.25
68,200
INLAND
-121.33
38.64
27
2,203
493
1,158
492
2.4342
119,500
INLAND
-118.42
34.29
34
1,489
326
1,389
313
3.4821
160,300
<1H OCEAN
-118.44
34.07
26
3,535
748
1,322
666
7.1674
500,001
<1H OCEAN
-122.29
37.89
52
3,171
698
1,498
696
3.1795
218,200
NEAR BAY
-122.11
37.38
22
3,638
719
1,329
650
5.0804
500,001
NEAR BAY
-118.34
33.88
31
3,122
727
1,885
715
3.8657
298,400
<1H OCEAN
-117.97
34.08
30
2,227
474
1,961
481
3.3261
164,100
INLAND
-117.93
34.09
34
2,192
431
1,376
428
3.9861
163,900
<1H OCEAN
-119.53
36.65
43
1,676
320
1,056
276
2.5562
93,200
INLAND
-118.51
34.28
34
3,580
565
1,694
524
5.4065
243,800
<1H OCEAN
-117.24
32.74
44
1,488
259
667
281
4.0862
321,800
NEAR OCEAN
-121.89
37.34
43
1,423
467
1,013
428
1.6708
204,200
<1H OCEAN
-116.9
32.9
19
3,090
552
1,621
520
4.0806
189,200
<1H OCEAN
-116.84
32.92
20
1,066
219
536
173
3.1607
119,300
<1H OCEAN
-121.91
37.81
7
3,477
416
1,216
395
13.1499
500,001
INLAND
-118.27
34
40
2,099
599
2,311
529
1.852
101,500
<1H OCEAN
-117.6
33.72
36
1,317
228
531
214
5.6346
272,500
<1H OCEAN
-118.45
34.05
23
4,099
1,287
2,103
1,217
3.7549
275,000
<1H OCEAN
-118.99
37.65
20
2,474
625
338
141
5.01
195,500
INLAND
-121.83
37.24
23
2,543
388
1,297
385
5.9164
237,400
<1H OCEAN
-123.63
41.11
19
1,797
384
1,033
327
1.4911
59,200
<1H OCEAN
-118.71
34.3
20
1,586
187
699
209
6.5483
335,000
<1H OCEAN
-121.57
39.8
23
790
137
365
152
2.1912
115,200
INLAND
-118.03
33.97
32
2,468
552
1,190
479
3.8275
238,500
<1H OCEAN
-118.37
34.19
41
2,924
867
2,751
836
2.1
171,600
<1H OCEAN
-122.44
38.57
26
2,101
390
2,171
360
3.6429
159,700
INLAND
-117.68
33.51
19
2,930
428
1,481
430
6.323
480,800
<1H OCEAN
-119.32
36.2
15
1,562
275
961
287
3.4231
83,300
INLAND
-121.43
38.48
12
4,602
930
2,299
860
3.0625
90,500
INLAND
-118.47
33.99
52
2,167
622
1,095
570
2.8514
358,700
<1H OCEAN
-117.27
32.84
26
3,940
657
1,180
600
6.1025
500,001
NEAR OCEAN
-119.34
36.31
14
1,635
422
870
399
2.7
88,900
INLAND
-118.02
33.79
23
6,368
1,030
3,281
1,001
6.1142
240,400
<1H OCEAN
-116.97
33.13
10
5,149
851
2,177
783
6.7957
287,500
<1H OCEAN
-118.35
33.8
19
6,224
1,105
3,152
1,076
5.9541
500,001
<1H OCEAN
-121.86
37.4
21
1,386
260
946
257
6.5226
258,500
<1H OCEAN
-117.89
33.77
35
1,799
343
1,239
368
3.9219
189,600
<1H OCEAN
-119.06
36.1
21
1,344
249
868
221
2.5893
63,600
INLAND