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
-119.65
36.35
38
3,148
568
1,378
537
2.8788
85,500
INLAND
-120.45
37.32
19
3,136
466
1,631
484
3.6471
101,400
INLAND
-118.91
34.28
6
6,106
1,134
3,246
1,062
5.2206
280,200
<1H OCEAN
-119.68
36.63
39
1,237
256
638
239
3.0139
65,300
INLAND
-118.29
33.81
19
7,023
1,538
3,993
1,412
5.0532
218,200
<1H OCEAN
-117.08
32.75
20
1,886
586
1,134
525
1.5029
100,000
NEAR OCEAN
-118.33
34.01
47
1,320
259
653
291
3.7727
193,000
<1H OCEAN
-119.25
35.79
8
3,271
797
2,700
688
1.7418
62,200
INLAND
-117.99
33.8
25
3,179
639
2,526
623
3.3281
180,800
<1H OCEAN
-118.44
34.17
29
2,685
642
1,085
599
3.2763
279,400
<1H OCEAN
-119.76
34.44
28
1,985
582
1,092
548
2.4701
290,900
NEAR OCEAN
-119.71
34.42
52
1,838
692
851
576
1.4851
237,500
<1H OCEAN
-118.21
33.91
37
1,073
265
1,197
250
2.7109
133,000
<1H OCEAN
-121.88
37.33
35
3,300
1,154
3,120
1,075
1.473
213,600
<1H OCEAN
-117.25
33.19
18
1,891
306
830
279
4.5764
207,000
<1H OCEAN
-117.31
34.11
52
851
190
731
190
1.9044
64,900
INLAND
-117.4
33.97
38
1,383
238
649
232
5.0194
148,900
INLAND
-122.26
38.1
24
1,213
395
699
386
1.3007
94,600
NEAR BAY
-118.32
33.82
25
2,587
512
1,219
509
4.4271
382,100
<1H OCEAN
-116.25
33.68
16
926
189
238
118
3.0114
366,700
INLAND
-121.46
38.57
52
1,917
367
722
358
3.1484
158,900
INLAND
-121.62
37.09
37
1,593
303
1,030
287
3.9306
260,700
<1H OCEAN
-118
34.16
52
1,354
227
531
206
4.8059
270,600
INLAND
-116.95
32.74
7
2,722
578
1,429
574
3.9583
141,700
<1H OCEAN
-120.8
38.31
37
1,341
256
533
242
3.2135
123,600
INLAND
-117.68
35.64
15
3,253
573
1,408
586
5.2043
95,700
INLAND
-117.62
33.77
43
1,911
439
930
433
4.6369
186,400
<1H OCEAN
-117.1
32.67
26
2,629
763
2,721
767
2.0982
109,100
NEAR OCEAN
-122.05
36.87
18
2,232
440
1,091
458
3.8269
276,000
NEAR OCEAN
-117.67
33.46
18
1,679
271
783
257
5.3999
300,000
<1H OCEAN
-118.46
33.98
27
2,217
520
806
458
3.8935
500,001
<1H OCEAN
-118.31
33.96
43
2,149
493
1,316
462
1.528
131,800
<1H OCEAN
-121.85
37.26
16
1,982
280
1,030
297
6.4339
289,200
<1H OCEAN
-117.77
33.69
15
500
113
261
116
5.0631
154,000
<1H OCEAN
-118.14
34.16
39
2,776
840
2,546
773
2.575
153,500
<1H OCEAN
-118.16
34.07
42
3,836
777
2,118
754
3.6364
254,600
<1H OCEAN
-119.88
36.93
12
3,174
520
1,590
488
4.5347
101,200
INLAND
-118.3
33.84
36
1,428
268
825
250
4.7222
239,600
<1H OCEAN
-118.38
34.06
50
1,509
291
690
259
6.2344
500,001
<1H OCEAN
-119.98
36.86
31
2,366
482
1,933
433
3.0234
65,000
INLAND
-117.97
33.82
26
4,013
985
2,442
922
3.7655
197,700
<1H OCEAN
-122.42
37.78
17
1,257
339
1,093
384
1.8438
72,500
NEAR BAY
-121.42
38.22
35
1,507
313
868
283
2.0284
96,300
INLAND
-122.19
37.83
28
1,326
184
463
190
8.2049
335,200
NEAR BAY
-118.31
34.06
36
369
147
145
136
0.8804
450,000
<1H OCEAN
-118.45
33.99
45
1,132
269
654
264
4.5673
343,100
<1H OCEAN
-118.23
33.97
47
932
295
1,226
264
1.6065
111,400
<1H OCEAN
-118.43
34.17
42
777
102
284
113
11.2093
500,001
<1H OCEAN
-118.92
34.19
16
3,631
974
2,585
923
3.0691
130,400
<1H OCEAN
-117.81
33.67
8
2,440
502
1,113
483
4.6019
242,500
<1H OCEAN
-118.13
33.96
35
1,500
250
706
250
4.5625
253,500
<1H OCEAN
-120.58
38.77
15
2,155
394
857
356
4.03
141,200
INLAND
-120.1
36.16
17
598
160
715
146
2.3295
55,000
INLAND
-117.96
33.99
25
2,799
388
1,348
389
6.2517
311,100
<1H OCEAN
-118.31
34.1
33
766
347
918
305
1.705
350,000
<1H OCEAN
-117.22
32.82
35
756
135
423
136
3.5234
183,900
NEAR OCEAN
-121.2
37.78
4
58
29
79
29
3.375
106,300
INLAND
-116.98
33.74
25
4,952
1,062
1,589
1,024
1.8446
85,700
INLAND
-121.42
38.57
38
1,878
338
710
342
3.7731
161,400
INLAND
-117.94
33.81
24
4,602
1,131
3,003
1,014
3.6771
172,200
<1H OCEAN
-118.29
34.04
31
700
299
1,272
298
2.1542
128,100
<1H OCEAN
-117.11
32.91
15
1,840
235
855
241
7.5992
310,600
<1H OCEAN
-115.32
32.82
34
591
139
327
89
3.6528
100,000
INLAND
-118.28
34.06
42
2,472
null
3,795
1,179
1.2254
162,500
<1H OCEAN
-119.79
36.7
23
1,731
363
1,210
341
1.3922
49,500
INLAND
-118.58
34.2
37
1,389
252
826
249
5.015
220,900
<1H OCEAN
-121.32
38.01
20
1,903
395
919
359
2.6765
96,400
INLAND
-117.6
33.91
15
1,864
271
1,006
288
7.2379
251,000
INLAND
-118.19
33.78
29
1,013
392
1,083
316
1.8438
162,500
NEAR OCEAN
-117.94
33.78
11
2,880
745
1,806
722
3.8056
171,100
<1H OCEAN
-118.13
34.18
52
1,464
211
603
226
5.8309
309,100
INLAND
-118.19
33.92
43
2,339
487
1,732
449
3.0987
139,400
<1H OCEAN
-122.58
38.59
33
1,239
262
539
246
3.5208
195,800
INLAND
-122.08
37.65
17
5,018
1,439
3,069
1,299
2.7694
161,900
NEAR BAY
-118.15
34.11
52
2,375
369
930
351
7.4111
469,100
<1H OCEAN
-117.96
33.83
18
2,067
770
870
541
3.1315
137,500
<1H OCEAN
-118.43
34.19
27
3,440
739
1,827
712
4.125
245,500
<1H OCEAN
-120.19
38.42
11
1,568
369
82
33
3.125
77,500
INLAND
-119.29
36.31
14
2,382
377
1,278
386
5.1896
101,900
INLAND
-117.25
32.75
37
1,189
377
645
377
2.4672
216,700
NEAR OCEAN
-122.49
37.74
52
2,189
433
1,147
420
3.4583
321,300
NEAR OCEAN
-122.28
37.86
52
1,999
417
780
358
3.3906
179,300
NEAR BAY
-121.61
36.68
37
3,149
833
3,456
788
2.8542
127,600
<1H OCEAN
-121.22
37.79
5
3,107
477
1,549
443
4.4766
169,400
INLAND
-117.99
33.72
17
2,801
649
1,473
535
4.2875
134,800
<1H OCEAN
-121.27
38.61
17
6,663
1,369
2,840
1,299
2.9452
115,600
INLAND
-118.29
34.01
40
885
312
799
221
1.1667
143,800
<1H OCEAN
-123.19
39.12
38
267
57
196
60
2.3125
70,000
<1H OCEAN
-120.01
38.92
23
964
246
485
198
1.7188
96,100
INLAND
-118.1
33.97
20
1,878
548
1,461
516
2.9821
142,500
<1H OCEAN
-119.82
36.78
36
1,582
313
761
318
2.6055
69,200
INLAND
-122.27
37.77
52
1,731
377
872
363
4.1667
225,800
NEAR BAY
-121.87
36.61
21
1,616
400
688
384
4.2109
278,800
<1H OCEAN
-121.89
40.97
26
1,183
276
513
206
2.225
52,000
INLAND
-117.66
33.61
17
3,464
519
1,713
530
6.0471
248,400
<1H OCEAN
-118.4
33.78
26
5,005
776
2,357
790
8.5421
500,001
NEAR OCEAN
-117.66
34.05
14
2,644
525
2,021
511
3.6467
147,500
INLAND
-118.13
33.81
36
1,749
322
855
319
4.6473
227,100
<1H OCEAN
-124.3
41.84
17
2,677
531
1,244
456
3.0313
103,600
NEAR OCEAN
-118.05
34.06
32
2,286
654
2,991
655
2.1781
174,500
<1H OCEAN