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
-121.28
37.97
47
2,348
507
1,455
479
1.65
66,000
INLAND
-117.78
33.87
16
5,609
952
2,624
934
5.3307
169,600
<1H OCEAN
-117.64
34.07
52
1,644
372
1,269
355
2.6913
108,300
INLAND
-117.92
34.09
35
1,810
318
1,164
332
5.0123
165,700
<1H OCEAN
-122.4
37.76
52
4,265
912
1,555
836
4.119
298,300
NEAR BAY
-121.06
38.98
14
2,267
355
1,140
369
4.7019
212,800
INLAND
-118.05
33.92
33
1,999
470
2,170
466
3.2371
154,700
<1H OCEAN
-121.47
38.53
44
543
146
506
125
1.3646
65,400
INLAND
-120.41
34.88
8
3,119
620
1,159
544
3.5288
165,500
<1H OCEAN
-122.11
38.09
11
673
145
318
137
2.3929
122,500
NEAR BAY
-117.23
32.75
21
2,050
608
1,131
550
2.4779
165,000
NEAR OCEAN
-122.36
37.94
43
369
107
371
111
1.6
79,400
NEAR BAY
-121.84
36.25
20
958
245
590
189
2.6094
362,500
NEAR OCEAN
-118.41
34.15
24
3,891
866
1,568
830
4.1656
364,700
<1H OCEAN
-122.67
38.47
16
3,452
791
1,567
731
2.4722
194,300
<1H OCEAN
-118.18
33.94
44
1,337
245
968
240
3.4688
183,600
<1H OCEAN
-118.95
35.32
29
3,480
608
2,007
541
3.2738
78,700
INLAND
-121.26
37.95
44
819
184
677
183
1.725
59,300
INLAND
-121.54
38.29
47
1,396
254
630
218
2.8616
92,500
INLAND
-118.34
34.18
45
1,328
290
720
289
3.875
226,900
<1H OCEAN
-121.88
38.02
46
2,112
466
1,249
382
2.5737
87,000
INLAND
-117.67
34.05
6
2,833
628
1,717
589
3.2062
167,500
INLAND
-117.15
34.83
30
5,370
1,062
2,778
944
3.099
66,800
INLAND
-121.34
38.61
22
1,778
408
875
375
2.6023
142,200
INLAND
-117.91
33.65
24
885
321
590
254
2.625
217,900
<1H OCEAN
-118.06
33.83
21
3,941
655
1,897
670
4.88
343,900
<1H OCEAN
-118.05
33.84
21
4,890
653
2,295
654
6.983
329,700
<1H OCEAN
-117.32
34.02
17
1,779
292
1,006
293
4.6708
123,100
INLAND
-119.19
36.06
29
1,815
376
1,421
339
1.9091
71,300
INLAND
-122.03
37.55
26
3,087
532
1,597
483
4.9118
217,300
NEAR BAY
-118.1
33.85
19
993
174
572
175
5.7039
277,600
<1H OCEAN
-121.74
37.19
11
1,290
197
881
191
4.2039
500,001
<1H OCEAN
-122.17
37.77
30
3,326
746
1,704
703
2.875
135,300
NEAR BAY
-118.29
33.75
37
1,319
292
766
285
2.7031
218,900
NEAR OCEAN
-120.85
37.5
52
1,724
352
922
348
1.7227
85,700
INLAND
-118.35
34.07
52
2,497
406
1,030
412
4.89
500,001
<1H OCEAN
-122.54
37.94
26
3,990
804
1,550
792
5.1834
405,500
NEAR BAY
-117.17
32.82
24
1,623
417
911
397
2.7401
198,100
NEAR OCEAN
-122.89
38.4
22
2,900
538
1,445
515
4.511
296,800
<1H OCEAN
-117.2
32.79
16
2,079
394
746
383
5.0958
300,000
NEAR OCEAN
-122.08
37.66
37
1,997
436
1,349
437
2.1382
166,600
NEAR BAY
-118.45
34.16
22
7,828
2,038
3,303
1,922
3.6171
318,300
<1H OCEAN
-118.36
33.92
19
2,807
883
1,546
815
2.6375
233,800
<1H OCEAN
-122.02
37.11
36
2,066
401
942
344
5.2417
196,400
NEAR OCEAN
-120.08
39.23
19
1,746
306
251
104
4.8182
146,900
INLAND
-119.28
34.27
43
403
77
156
85
4.6667
384,600
NEAR OCEAN
-117.66
34.13
19
3,995
554
1,523
509
6.075
254,100
INLAND
-116.98
33.93
40
2,277
498
1,391
453
1.9472
73,200
INLAND
-117.68
33.49
18
4,173
625
1,649
634
6.3568
294,300
<1H OCEAN
-117.17
33.66
2
7,401
1,187
2,826
839
4.1386
177,300
<1H OCEAN
-122.24
37.86
52
1,668
225
517
214
7.8521
500,001
NEAR BAY
-118.52
34.02
24
7,418
1,755
2,713
1,577
5.0867
500,001
<1H OCEAN
-117.24
32.74
45
1,718
293
757
329
4.05
284,900
NEAR OCEAN
-117.41
33.94
33
2,074
476
911
420
2.87
117,600
INLAND
-117.24
32.8
29
3,376
882
1,513
843
3.101
238,200
NEAR OCEAN
-121.88
37.67
16
4,070
624
1,543
577
6.5214
311,500
INLAND
-118
33.81
22
2,642
640
1,702
588
3.5268
174,700
<1H OCEAN
-122.27
37.78
52
1,222
264
630
265
3.7708
215,300
NEAR BAY
-122.5
37.74
44
2,792
615
1,640
579
4.0625
272,800
NEAR OCEAN
-122.48
37.59
29
5,889
959
2,784
923
5.3991
273,000
NEAR OCEAN
-117.13
32.58
27
1,417
373
814
348
2.3603
195,300
NEAR OCEAN
-118.34
33.91
8
3,937
1,404
2,691
1,142
2.4741
185,700
<1H OCEAN
-117.69
33.55
4
1,764
220
705
224
8.3275
384,200
<1H OCEAN
-122.05
37.63
5
3,785
936
2,240
792
3.2829
162,500
NEAR BAY
-117.08
32.73
36
1,158
218
619
233
3.6125
122,500
NEAR OCEAN
-122.21
37.52
18
2,962
945
1,639
851
2.7399
87,500
NEAR BAY
-118.96
35.37
40
1,603
374
1,026
337
1.365
54,300
INLAND
-122.44
37.77
52
2,537
559
849
530
5.1788
476,900
NEAR BAY
-118.27
33.98
45
1,696
424
1,502
429
1.3042
99,200
<1H OCEAN
-122.48
37.57
34
4,648
806
2,282
814
4.5556
249,000
NEAR OCEAN
-117.24
32.79
18
1,741
602
508
283
3.2625
193,800
NEAR OCEAN
-121.13
36.21
34
2,504
550
1,810
547
3.4821
113,700
<1H OCEAN
-121.63
39.16
7
1,879
444
1,065
410
2.4183
103,800
INLAND
-118.41
34.21
35
2,830
518
1,577
524
5.35
210,500
<1H OCEAN
-118.3
33.74
40
1,896
416
950
383
2.425
255,000
NEAR OCEAN
-119.04
36.09
15
2,288
401
1,238
429
3.0278
77,400
INLAND
-122.11
37.41
35
2,712
428
1,084
425
7.1382
443,800
NEAR BAY
-117.97
33.94
35
1,928
360
1,056
366
4.0893
215,700
<1H OCEAN
-118.22
34.14
52
1,388
271
735
239
3.7404
247,700
<1H OCEAN
-118.41
34.01
33
3,306
974
2,475
924
2.8797
285,300
<1H OCEAN
-117.25
32.86
27
2,530
469
594
326
7.2821
500,001
NEAR OCEAN
-122.18
37.15
17
1,457
289
591
235
5.5785
284,100
NEAR OCEAN
-121.91
37.33
52
2,212
563
1,195
532
2.894
209,500
<1H OCEAN
-117.93
34.04
23
6,361
1,168
4,580
1,109
4.9342
181,000
<1H OCEAN
-122.05
37.34
34
2,515
401
1,079
399
7.7865
423,900
<1H OCEAN
-118.09
33.81
36
1,878
323
846
325
7.1937
254,400
<1H OCEAN
-118.6
34.2
10
2,869
941
2,162
829
3.2297
150,000
<1H OCEAN
-117.11
33.19
15
3,154
488
1,656
429
5.0461
222,400
<1H OCEAN
-118.44
34.15
37
1,335
286
539
279
3.2813
301,700
<1H OCEAN
-117.65
33.62
15
2,708
410
1,140
389
6.2899
275,000
<1H OCEAN
-121.53
38.58
35
1,316
321
732
336
2.1213
79,200
INLAND
-118.15
33.93
30
3,096
628
1,676
587
4.6583
207,300
<1H OCEAN
-122.15
37.72
29
4,169
1,047
2,024
962
2.8125
157,400
NEAR BAY
-122.28
37.91
48
2,083
298
685
286
7.3089
331,200
NEAR BAY
-118.44
34.15
38
1,387
337
713
343
2.9352
304,500
<1H OCEAN
-122
37.96
28
4,071
713
2,033
647
4.5833
190,700
INLAND
-118.22
33.91
27
500
159
732
162
2.7426
103,100
<1H OCEAN
-121.49
38.56
42
900
239
506
231
1.2813
87,500
INLAND
-117.88
33.74
29
720
174
1,045
181
3.1964
151,900
<1H OCEAN
-117.35
34.12
22
5,640
889
3,157
887
4.1581
126,500
INLAND