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
-118.41
33.9
39
2,040
336
926
351
7.5552
500,001
<1H OCEAN
-122.05
37.33
21
2,052
346
933
351
5.3167
416,300
<1H OCEAN
-118.84
34.17
16
3,449
820
1,877
816
3.2176
187,500
<1H OCEAN
-121.2
38.69
26
3,077
607
1,603
595
2.7174
137,500
INLAND
-120.6
38.76
22
1,236
273
615
248
3.0217
106,900
INLAND
-122.26
38.03
41
1,631
282
752
288
3.9345
150,200
NEAR BAY
-117.38
33.97
29
1,157
297
2,027
253
1.6389
155,000
INLAND
-122.24
37.73
21
7,031
1,249
2,930
1,235
4.5213
228,400
NEAR BAY
-119.04
35.36
40
1,533
312
771
306
3.0435
69,500
INLAND
-114.6
33.62
16
3,741
801
2,434
824
2.6797
86,500
INLAND
-118.37
34.15
23
4,604
1,319
2,391
1,227
3.1373
263,100
<1H OCEAN
-117.84
33.75
16
4,367
1,161
2,164
1,005
4.0214
139,500
<1H OCEAN
-118.06
33.99
46
1,203
219
637
211
3.3611
174,400
<1H OCEAN
-122.22
37.79
49
1,826
450
1,201
424
2.5
136,700
NEAR BAY
-121.09
37.61
42
1,787
296
921
287
3.8864
171,400
INLAND
-121.32
38.03
16
4,045
623
1,862
625
4.875
143,100
INLAND
-118.07
34
37
2,976
636
2,117
598
4.1058
167,300
<1H OCEAN
-121.75
36.92
48
1,801
353
1,071
361
3.6
194,500
<1H OCEAN
-117.28
34.09
44
376
null
273
107
2.2917
90,800
INLAND
-119.23
34.27
22
3,536
615
1,650
612
4.2381
229,300
NEAR OCEAN
-117.93
34.01
23
3,188
836
3,883
840
2.1863
157,600
<1H OCEAN
-118.12
33.75
41
2,072
491
742
414
3.9934
500,001
NEAR OCEAN
-121.7
36.55
21
3,905
583
1,528
586
7.6245
336,600
<1H OCEAN
-118.37
34.21
36
2,080
455
1,939
484
4.2875
176,600
<1H OCEAN
-122.31
37.92
12
1,895
600
983
519
2.5
195,800
NEAR BAY
-121.9
38.02
5
1,560
369
1,037
372
3.6154
181,800
INLAND
-118.1
33.84
36
2,572
421
1,318
434
5.1836
219,700
<1H OCEAN
-116.48
33.94
10
3,254
913
923
486
1.8
81,000
INLAND
-118.8
34.15
9
1,143
179
647
180
6.8474
356,700
NEAR OCEAN
-119.25
35.78
27
1,513
342
1,346
323
2.7411
59,800
INLAND
-118.17
33.87
49
1,937
445
1,339
440
3.0319
162,800
<1H OCEAN
-117.86
33.71
36
191
42
208
37
3.375
157,500
<1H OCEAN
-117.87
33.61
25
2,267
359
866
348
7.79
500,001
<1H OCEAN
-118.45
33.96
24
3,097
791
1,075
639
5.723
500,001
<1H OCEAN
-118.25
33.99
42
2,261
574
2,496
527
1.5556
98,500
<1H OCEAN
-119.14
35.76
30
735
137
421
113
2.5625
156,300
INLAND
-117.33
34.41
13
3,684
604
1,767
585
3.7478
113,500
INLAND
-118.28
34.18
50
2,195
336
878
309
6.884
365,600
<1H OCEAN
-122.55
38
18
3,119
803
1,395
722
3.9265
301,100
NEAR BAY
-118.26
34.07
52
830
200
701
189
2.7625
232,100
<1H OCEAN
-117.49
33.9
7
10,235
2,238
5,271
2,094
3.6071
159,100
INLAND
-121.19
38.66
26
1,937
286
769
274
6.1185
179,200
INLAND
-118.02
33.95
35
2,085
400
1,112
391
3.4886
173,900
<1H OCEAN
-118.02
33.93
35
2,400
398
1,218
408
4.1312
193,800
<1H OCEAN
-118.57
34.15
22
5,791
706
2,059
673
10.9201
500,001
<1H OCEAN
-121.76
38.41
19
686
107
348
109
3.9306
93,800
INLAND
-123.36
39.25
17
1,087
254
522
202
2.5875
144,500
<1H OCEAN
-121.39
38.85
19
3,568
646
1,714
590
4.0862
162,700
INLAND
-116.39
34.15
15
5,583
1,149
2,709
964
1.9779
73,300
INLAND
-117.3
33.26
23
1,678
275
1,227
264
4.1713
133,800
<1H OCEAN
-121.81
38.01
47
1,942
430
1,074
393
2.2361
105,100
INLAND
-118.06
33.99
38
862
178
484
176
4.375
186,200
<1H OCEAN
-118.43
34.24
37
1,279
241
987
233
4.0057
172,700
<1H OCEAN
-118.22
34.04
43
798
308
1,417
325
1.4189
141,700
<1H OCEAN
-122.05
37.9
32
2,676
484
986
473
4.6528
335,700
NEAR BAY
-121.94
37.26
43
2,104
388
1,137
403
4.9236
238,000
<1H OCEAN
-119.07
36.07
11
2,265
382
1,285
387
3.2042
76,200
INLAND
-118.07
34
42
1,392
351
1,471
348
2.63
143,800
<1H OCEAN
-118.33
34
52
1,114
169
486
176
4.2917
247,600
<1H OCEAN
-116.91
32.73
8
4,630
624
2,048
575
6.4745
300,300
<1H OCEAN
-118.37
34.21
33
2,034
470
1,990
423
3.7455
159,600
<1H OCEAN
-118.27
34.08
38
2,265
801
2,899
792
2.5521
157,500
<1H OCEAN
-119.61
36.33
32
1,492
284
926
264
3.0139
61,500
INLAND
-119
35.36
35
1,021
280
1,258
239
1.7375
48,600
INLAND
-116.44
33.74
5
846
249
117
67
7.9885
403,300
INLAND
-121.94
36.58
23
4,911
693
1,480
606
6.777
500,000
NEAR OCEAN
-117.07
33
4
6,242
1,258
2,211
1,116
4.25
281,600
<1H OCEAN
-119.06
35.33
14
5,264
1,064
3,278
1,049
3.8117
82,800
INLAND
-117.19
32.75
33
1,115
316
583
269
2.5882
258,300
NEAR OCEAN
-117.92
33.75
19
1,920
471
1,413
432
4.0313
147,500
<1H OCEAN
-121.23
37.79
21
1,922
373
1,130
372
4.0815
117,900
INLAND
-117.73
34.05
36
975
243
809
233
2.8929
118,100
INLAND
-121.48
38.55
52
2,037
358
811
375
4.3929
162,500
INLAND
-122.66
39.02
16
3,715
810
943
510
1.7446
109,400
INLAND
-117.1
32.68
49
1,412
350
1,200
332
2.0398
93,600
NEAR OCEAN
-117.95
33.76
24
3,956
812
3,196
795
4.3512
191,400
<1H OCEAN
-121.91
36.6
35
2,605
410
1,110
406
5.5519
329,500
NEAR OCEAN
-118.47
34.01
43
1,160
304
393
250
2.9167
461,100
<1H OCEAN
-119.79
36.74
52
173
87
401
84
2.1094
75,000
INLAND
-118.59
34.26
20
8,146
1,131
3,562
1,054
7.167
357,100
<1H OCEAN
-121.82
37.98
13
3,995
605
1,969
607
5.0164
165,200
INLAND
-122.08
37.6
10
3,046
678
2,056
628
3.9022
191,700
NEAR BAY
-116.85
34.26
19
5,395
1,220
981
366
2.6094
92,400
INLAND
-121.32
37.98
37
3,247
643
1,737
665
3.066
94,100
INLAND
-117.19
32.75
52
1,388
213
513
211
6.1309
411,600
NEAR OCEAN
-118.29
33.71
40
1,644
471
780
416
3.1071
464,300
NEAR OCEAN
-120.95
37.6
35
1,493
278
729
268
2.9821
97,400
INLAND
-117.83
33.93
14
1,956
282
671
269
6.5841
306,400
<1H OCEAN
-119.51
37.32
14
362
78
88
39
3.5893
214,300
INLAND
-116.22
33.7
9
3,861
849
825
401
3.2833
124,700
INLAND
-118.36
34.03
36
1,083
342
1,023
295
2.1324
143,800
<1H OCEAN
-118.63
34.16
30
3,346
487
1,296
495
7.457
392,700
<1H OCEAN
-118.22
34.52
7
4,524
735
2,298
717
6.5538
311,600
INLAND
-117.88
33.6
31
5,488
1,055
1,938
964
8.8742
500,001
<1H OCEAN
-119.81
36.79
39
2,471
460
1,118
431
2.4167
71,900
INLAND
-120.87
37.62
30
455
70
220
69
4.8958
142,500
INLAND
-118.47
34
38
1,235
390
891
376
2.7143
287,500
<1H OCEAN
-122.14
37.68
35
2,976
518
1,424
538
4.267
210,300
NEAR BAY
-116.22
33.73
38
1,695
352
1,279
305
2.1217
68,500
INLAND
-117.14
32.92
15
3,242
595
1,936
593
4.9706
184,700
<1H OCEAN