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
-121.83
36.61
27
5,665
1,281
3,612
1,191
3.0542
142,100
<1H OCEAN
-122.27
37.43
33
1,601
223
629
215
15.0001
500,001
NEAR OCEAN
-117.06
32.71
11
2,397
523
1,566
514
3.8687
145,200
NEAR OCEAN
-121.67
36.93
22
569
132
542
125
2.1875
187,500
<1H OCEAN
-121.44
37.75
16
2,229
458
1,199
445
3.4821
170,600
INLAND
-118.75
34.17
16
2,950
387
1,228
379
5.3749
346,100
NEAR OCEAN
-121.83
37.32
17
1,887
664
1,906
597
2.5652
165,300
<1H OCEAN
-117.95
33.72
21
3,107
483
1,688
503
5.9582
288,000
<1H OCEAN
-117.28
34.16
35
2,028
456
972
398
2.3778
90,700
INLAND
-118.37
33.91
41
1,869
427
1,334
435
3.9355
227,800
<1H OCEAN
-120.44
37.29
18
1,260
268
576
263
1.7222
101,500
INLAND
-118.14
34.01
42
1,973
510
1,841
502
2.5326
156,500
<1H OCEAN
-117.12
32.71
24
421
101
396
113
0.6433
111,300
NEAR OCEAN
-117.84
33.78
26
2,577
434
1,086
432
4.6125
229,200
<1H OCEAN
-117.75
34.06
52
24
6
46
7
1.625
67,500
INLAND
-118.01
34.1
27
2,424
542
1,713
557
3.8085
181,400
INLAND
-118.12
34.06
17
5,137
1,614
4,945
1,535
2.4599
181,600
<1H OCEAN
-118.15
33.86
36
1,578
312
827
311
4.8942
194,100
<1H OCEAN
-119.97
36.44
18
1,128
237
772
220
2.1771
39,200
INLAND
-118.25
34.01
43
1,575
475
1,980
469
1.7425
100,500
<1H OCEAN
-118.43
34.25
32
2,433
553
2,318
532
3.6384
159,300
<1H OCEAN
-122.29
40.43
21
2,842
640
1,658
608
1.9943
59,800
INLAND
-118.13
33.97
36
1,759
295
837
267
4.6992
251,900
<1H OCEAN
-121.83
36.62
33
2,938
576
1,516
568
3.5
162,400
<1H OCEAN
-121.87
37.43
22
3,805
596
2,118
621
6.2892
254,200
<1H OCEAN
-117.14
32.71
52
1,225
332
955
321
1.6011
106,300
NEAR OCEAN
-121.45
38.56
51
1,250
235
452
232
2.625
121,200
INLAND
-121.44
38.52
36
3,446
950
2,460
847
1.6521
69,700
INLAND
-117.28
34.17
26
3,728
888
1,765
727
1.7456
86,800
INLAND
-119.69
36.46
29
1,702
301
914
280
2.8125
79,200
INLAND
-118.53
34.23
27
2,131
543
1,065
528
3.2404
230,400
<1H OCEAN
-118.14
34.05
25
5,478
1,136
3,062
1,096
3.4118
341,100
<1H OCEAN
-122.16
37.75
40
1,227
294
928
261
1.8235
95,200
NEAR BAY
-116.92
32.84
16
4,675
834
2,188
817
4.6674
178,000
<1H OCEAN
-118.35
33.87
37
1,420
286
886
290
4.5833
261,300
<1H OCEAN
-122.01
37.98
29
2,001
373
956
370
4.317
194,000
NEAR BAY
-117.82
33.66
15
2,460
447
1,049
398
6.4967
387,500
<1H OCEAN
-121.23
38.79
45
907
176
463
190
2.2292
92,000
INLAND
-122.73
38.44
35
1,120
297
659
274
2.3824
145,000
<1H OCEAN
-118.29
34.17
17
3,852
1,066
2,986
993
2.3482
255,400
<1H OCEAN
-118.88
34.28
22
3,369
771
2,751
710
4.0474
182,100
<1H OCEAN
-119.78
36.82
25
5,016
null
2,133
928
3.625
89,500
INLAND
-117.7
34
15
4,905
711
2,711
762
5.7021
193,100
INLAND
-121.33
38.03
19
1,708
291
906
288
4.918
130,600
INLAND
-121.87
37.36
34
938
242
769
226
3.5625
194,500
<1H OCEAN
-117.92
34.07
29
1,699
399
1,052
411
3.2122
195,500
<1H OCEAN
-117.59
33.65
4
1,793
390
897
386
4.2463
182,800
<1H OCEAN
-121.46
38.65
8
3,746
767
2,161
744
3.2039
103,400
INLAND
-118.3
33.98
44
1,242
270
811
274
2.9375
95,200
<1H OCEAN
-117.84
33.76
26
2,110
409
1,146
407
4.3698
229,600
<1H OCEAN
-122.18
37.45
37
5,257
1,360
2,128
1,264
4
394,300
NEAR BAY
-122.32
37.94
46
1,901
295
833
352
5.5196
210,800
NEAR BAY
-121.35
38.02
15
3,583
644
2,183
643
3.428
140,700
INLAND
-120.8
37.61
30
918
154
469
139
3.9688
175,000
INLAND
-118.28
34.05
31
1,525
730
2,510
652
1.6355
162,500
<1H OCEAN
-119.2
34.25
25
195
59
140
43
3.8889
187,500
NEAR OCEAN
-120.02
36.95
25
2,115
482
1,976
474
1.8431
53,900
INLAND
-121.38
38.65
34
825
173
355
130
3.1858
109,500
INLAND
-119.77
36.76
43
1,945
413
1,492
422
1.5174
54,600
INLAND
-122.19
37.79
47
1,229
243
582
256
2.9514
198,100
NEAR BAY
-121.43
37.75
30
1,912
451
1,065
388
2.1424
125,000
INLAND
-117.08
32.67
31
3,008
764
2,088
757
2.5662
118,200
NEAR OCEAN
-122.4
37.78
32
352
132
313
105
2.5742
350,000
NEAR BAY
-118.28
33.93
43
269
74
295
79
2.2969
90,600
<1H OCEAN
-122.25
37.8
36
1,678
606
1,645
543
2.2303
116,700
NEAR BAY
-119.81
36.77
48
1,805
329
741
331
2.5804
78,900
INLAND
-118.41
33.92
32
2,590
607
1,132
555
4.2333
358,000
<1H OCEAN
-122.01
36.98
47
1,250
249
607
234
4.0417
265,300
NEAR OCEAN
-122.29
37.88
52
2,159
424
824
388
3.8897
218,400
NEAR BAY
-117.17
32.81
33
3,064
506
1,355
488
4.22
178,700
NEAR OCEAN
-120.05
36.95
18
2,287
534
1,339
505
2.2527
65,200
INLAND
-122.42
37.62
36
1,538
256
671
247
4.4091
317,900
NEAR OCEAN
-120.38
34.96
9
2,813
492
1,144
490
4.0431
226,800
<1H OCEAN
-118.3
33.74
47
2,223
410
1,163
413
4.4671
270,800
NEAR OCEAN
-118.28
34.01
46
441
167
621
144
1.8824
162,500
<1H OCEAN
-121.03
37.63
5
2,881
584
1,490
570
3.0398
120,000
INLAND
-120.96
37.51
30
1,288
237
720
233
2.3864
139,100
INLAND
-121.96
37.28
28
5,018
1,066
2,846
998
4.0174
273,900
<1H OCEAN
-118.36
33.97
18
1,284
283
990
289
4.0179
195,800
<1H OCEAN
-118.23
33.94
35
1,090
267
1,339
263
2.1607
97,600
<1H OCEAN
-118.12
33.88
40
2,344
571
1,305
544
3.1923
191,900
<1H OCEAN
-117.9
33.63
26
4,486
554
1,598
549
10.1454
500,001
<1H OCEAN
-118.02
33.74
26
3,842
609
1,961
595
6.128
248,200
<1H OCEAN
-122.48
37.76
50
2,236
484
1,171
467
4.0977
322,100
NEAR BAY
-122.72
38.88
29
2,781
null
890
310
1.9906
96,600
INLAND
-122.2
38.09
18
6,860
1,079
3,205
1,058
5.2957
171,900
NEAR BAY
-119.57
37.94
17
346
130
51
20
3.4861
137,500
INLAND
-117.2
32.79
31
3,417
533
1,245
532
4.7788
276,000
NEAR OCEAN
-118.21
33.9
35
2,420
579
2,010
540
2.0817
104,600
<1H OCEAN
-123.48
40.34
19
518
108
216
80
2.7083
64,500
INLAND
-122.14
37.36
23
11,294
1,377
3,840
1,367
12.1387
500,001
NEAR BAY
-120.67
35.3
32
4,202
986
2,309
956
2.2165
231,700
NEAR OCEAN
-117.98
33.9
6
1,537
347
506
280
4.8264
146,800
<1H OCEAN
-117.31
34.08
43
1,697
387
1,181
352
1.9234
74,600
INLAND
-121.89
37.35
48
1,562
439
1,469
424
2.5673
177,500
<1H OCEAN
-117.35
33.19
28
2,823
476
1,189
433
5.1733
198,100
NEAR OCEAN
-116.97
33.74
31
2,712
628
1,519
629
1.942
86,200
INLAND
-116.91
32.85
21
4,152
703
2,255
697
4.5096
159,500
<1H OCEAN
-122.63
38.96
17
1,708
459
633
312
1.75
64,000
INLAND
-118.23
34.07
40
506
119
397
114
3.1944
143,800
<1H OCEAN