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
-119.19
34.15
31
4,175
1,004
3,310
954
3.1989
185,400
NEAR OCEAN
-119.2
34.15
27
2,076
681
1,904
647
1.4773
160,800
NEAR OCEAN
-119.21
34.12
15
5,778
1,285
1,722
829
4.3427
305,800
NEAR OCEAN
-119.18
34.16
12
460
101
405
103
5.2783
167,400
NEAR OCEAN
-119.18
34.16
27
1,832
415
1,480
414
3.9643
186,000
NEAR OCEAN
-119.18
34.15
22
4,769
1,366
5,534
1,318
2.4167
192,000
NEAR OCEAN
-119.17
34.16
17
5,276
1,020
4,066
984
4.5828
205,400
NEAR OCEAN
-119.17
34.15
18
2,509
688
3,129
677
2.6098
146,100
NEAR OCEAN
-119.13
34.19
16
6,389
1,330
6,242
1,340
4.0222
206,800
NEAR OCEAN
-119.15
34.17
22
1,612
334
1,431
335
4.8125
194,400
NEAR OCEAN
-119.14
34.17
16
1,593
353
836
357
2.726
67,500
NEAR OCEAN
-119.11
34.17
37
470
105
522
83
2.0368
243,800
NEAR OCEAN
-119.17
34.19
28
1,444
508
2,145
437
1.6964
175,000
NEAR OCEAN
-119.14
34.15
25
2,202
390
1,415
412
4.43
207,700
NEAR OCEAN
-119.16
34.15
23
3,204
644
2,295
614
3.9485
196,600
NEAR OCEAN
-119.16
34.12
17
224
70
147
71
3.6167
280,000
NEAR OCEAN
-119.16
34.17
17
7,982
1,603
6,437
1,596
4.1279
223,900
NEAR OCEAN
-119.15
34.17
23
2,239
537
784
497
1.6038
194,300
NEAR OCEAN
-119.15
34.2
25
3,445
898
5,558
894
3.0972
169,300
NEAR OCEAN
-119.17
34.25
15
1,329
282
1,001
284
3.65
189,300
NEAR OCEAN
-119.15
34.25
36
3,511
664
2,965
695
4.0878
186,800
NEAR OCEAN
-119.16
34.23
26
5,444
1,293
3,700
1,158
2.7556
213,200
NEAR OCEAN
-119.14
34.23
8
243
75
102
80
2.5714
500,001
NEAR OCEAN
-119.12
34.23
35
2,028
554
2,252
521
2.4643
182,000
NEAR OCEAN
-119.12
34.25
31
737
146
1,436
168
3.5625
194,100
NEAR OCEAN
-119.04
34.28
21
1,856
276
863
255
4.5833
500,001
<1H OCEAN
-118.96
34.3
16
3,103
482
1,567
467
6.907
500,001
<1H OCEAN
-119.06
34.24
21
7,436
984
2,982
988
7.6775
391,200
<1H OCEAN
-119.09
34.24
17
10,214
1,589
3,409
1,327
5.3806
452,100
<1H OCEAN
-119.02
34.26
40
1,498
292
707
249
3.7974
228,700
<1H OCEAN
-119.03
34.25
25
3,344
502
1,483
496
6.196
340,600
<1H OCEAN
-119.04
34.24
20
7,794
1,192
4,169
1,188
5.9316
311,900
<1H OCEAN
-119.05
34.24
24
4,341
646
1,929
703
5.4298
279,600
<1H OCEAN
-118.99
34.23
9
10,618
1,617
4,830
1,606
6.6246
284,200
<1H OCEAN
-119.01
34.23
11
5,785
1,035
2,760
985
4.693
232,200
<1H OCEAN
-118.94
34.24
5
10,018
1,233
4,253
1,120
8.9063
500,001
<1H OCEAN
-118.96
34.23
14
15,207
2,924
6,301
2,829
3.9699
217,000
<1H OCEAN
-119.03
34.24
25
3,655
545
1,776
544
5.687
238,100
<1H OCEAN
-119.03
34.23
16
5,323
795
2,493
779
5.6762
271,300
<1H OCEAN
-119.02
34.24
24
4,650
748
2,374
702
5.8838
232,600
<1H OCEAN
-119.03
34.23
21
3,284
487
1,832
521
5.2773
250,800
<1H OCEAN
-119.03
34.22
24
3,421
656
2,220
645
4.7831
214,200
<1H OCEAN
-119.04
34.23
21
9,807
1,614
4,199
1,554
5.0145
246,600
<1H OCEAN
-119.06
34.23
23
3,471
510
2,002
555
5.2742
257,500
<1H OCEAN
-119.06
34.23
29
3,511
632
2,591
596
3.0219
221,700
<1H OCEAN
-119.04
34.22
18
3,117
583
2,079
545
4.6458
222,800
<1H OCEAN
-119.06
34.22
13
4,175
1,321
2,257
1,271
3.1446
177,100
<1H OCEAN
-119
34.19
5
3,634
718
1,317
743
4.2917
227,900
<1H OCEAN
-119.05
34.19
39
143
36
113
33
2.8942
275,000
NEAR OCEAN
-119.08
34.17
32
166
22
63
29
7.3004
125,000
NEAR OCEAN
-119.03
34.21
11
4,528
729
2,398
684
5.3044
319,000
<1H OCEAN
-119.05
34.21
27
4,357
926
2,110
876
3.0119
218,200
<1H OCEAN
-119.09
34.22
8
40
10
309
16
4.0208
52,500
NEAR OCEAN
-119.05
34.13
12
57
22
69
15
5.0066
275,000
NEAR OCEAN
-118.97
34.18
18
7,338
1,020
3,419
1,058
7.0242
293,100
<1H OCEAN
-118.96
34.19
16
1,807
346
587
296
1.9811
162,500
<1H OCEAN
-118.96
34.18
16
3,137
462
1,384
436
6.1306
258,200
<1H OCEAN
-118.98
34.16
16
2,476
402
1,251
387
5.7676
241,300
<1H OCEAN
-118.95
34.18
25
2,237
331
1,121
365
6.0994
254,900
<1H OCEAN
-118.95
34.17
9
2,372
312
1,039
321
7.6016
344,900
<1H OCEAN
-118.94
34.17
16
3,746
508
1,556
452
6.3303
299,400
<1H OCEAN
-118.94
34.17
15
1,679
271
928
264
5.5681
235,600
<1H OCEAN
-118.95
34.17
23
2,630
404
1,184
385
5.2955
247,600
<1H OCEAN
-118.95
34.16
21
2,953
419
1,397
410
6.541
291,500
<1H OCEAN
-118.93
34.18
18
2,730
415
1,248
412
6.187
287,900
<1H OCEAN
-118.92
34.18
17
2,400
352
1,067
323
6.3522
259,300
<1H OCEAN
-118.92
34.17
17
1,552
246
685
244
5.9836
294,800
<1H OCEAN
-118.94
34.16
3
1,170
148
493
142
8.0428
500,001
<1H OCEAN
-118.91
34.18
17
3,220
716
1,381
733
2.8958
176,000
<1H OCEAN
-118.9
34.18
20
1,288
179
539
181
5.8652
302,600
<1H OCEAN
-118.9
34.18
14
2,627
328
1,121
328
7.0504
333,800
<1H OCEAN
-118.9
34.17
14
4,719
734
1,880
731
5.3558
313,800
<1H OCEAN
-118.88
34.17
15
4,260
null
1,701
669
5.1033
410,700
<1H OCEAN
-118.85
34.17
42
564
96
220
81
4.5625
318,800
<1H OCEAN
-118.84
34.16
18
6,075
1,056
2,571
1,018
5.22
399,400
<1H OCEAN
-118.84
34.15
17
3,785
494
1,527
507
8.4443
358,500
<1H OCEAN
-118.86
34.16
16
1,509
216
578
235
10.2614
410,800
<1H OCEAN
-118.85
34.14
24
1,999
244
759
247
8.7657
366,300
<1H OCEAN
-118.82
34.15
9
655
110
222
109
7.8528
337,500
NEAR OCEAN
-118.83
34.15
16
3,380
731
1,227
641
4.2857
233,200
NEAR OCEAN
-118.83
34.14
16
1,316
194
450
173
10.1597
500,001
NEAR OCEAN
-118.83
34.14
16
1,956
312
671
319
6.4001
321,800
NEAR OCEAN
-118.85
34.14
16
4,109
543
1,409
560
8.1064
423,400
<1H OCEAN
-118.95
34.19
24
2,719
434
1,318
424
4.675
228,800
<1H OCEAN
-118.94
34.18
24
3,689
585
1,898
581
5.9224
239,400
<1H OCEAN
-118.94
34.18
25
3,502
508
1,713
508
5.5181
242,100
<1H OCEAN
-118.93
34.2
17
2,619
606
1,655
557
3.886
281,300
<1H OCEAN
-118.92
34.19
16
3,631
974
2,585
923
3.0691
130,400
<1H OCEAN
-118.9
34.2
16
6,510
817
2,304
778
7.9943
452,100
<1H OCEAN
-118.9
34.19
26
1,582
196
573
182
10.0595
500,001
<1H OCEAN
-118.91
34.22
15
5,644
757
2,659
783
6.7559
312,000
<1H OCEAN
-118.89
34.22
20
3,878
665
1,651
591
5.5402
264,600
<1H OCEAN
-118.87
34.23
14
4,242
746
1,858
689
6.0145
287,100
<1H OCEAN
-118.88
34.22
16
2,343
393
2,007
383
5.756
302,700
<1H OCEAN
-118.87
34.22
14
3,108
451
1,566
434
6.2423
305,400
<1H OCEAN
-118.85
34.25
17
5,593
732
1,992
660
7.2965
342,900
<1H OCEAN
-118.85
34.23
13
5,094
764
2,230
737
6.4823
290,900
<1H OCEAN
-118.86
34.22
26
1,932
280
886
289
5.0855
232,200
<1H OCEAN
-118.86
34.22
26
1,775
295
1,004
323
5.5845
251,700
<1H OCEAN
-118.86
34.22
22
1,230
200
673
195
6.2708
251,400
<1H OCEAN