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
-116.54
33.81
24
6,087
1,217
1,721
833
3.1493
199,400
INLAND
-122.87
38.61
23
2,676
521
1,456
500
3.7361
173,700
<1H OCEAN
-120.49
37.29
17
2,414
594
2,487
582
1.0955
62,700
INLAND
-118.27
34.15
7
2,837
776
2,287
736
3.008
229,000
<1H OCEAN
-118.74
34.05
19
3,487
686
2,782
584
7.9184
500,001
NEAR OCEAN
-122.29
37.56
12
6,474
1,467
2,516
1,390
5.0353
305,800
NEAR BAY
-118.15
33.87
29
2,690
659
1,747
617
3.3713
198,200
<1H OCEAN
-118.08
34.12
41
1,598
280
807
282
5.5067
325,000
<1H OCEAN
-118.06
34.71
14
2,606
514
1,228
512
2.5764
150,000
INLAND
-117.88
33.73
32
1,947
355
1,786
332
4.5726
177,500
<1H OCEAN
-118.18
33.77
49
2,297
759
1,105
629
1.8388
175,000
NEAR OCEAN
-121.8
37.32
20
2,473
476
2,228
501
5.6817
224,200
<1H OCEAN
-122.34
37.93
45
2,225
486
1,304
459
2.64
112,100
NEAR BAY
-119.95
38.94
24
2,180
517
755
223
2.5875
173,400
INLAND
-120.2
34.63
14
2,647
515
1,487
488
4.4519
227,900
NEAR OCEAN
-121.43
37.74
40
859
196
427
176
3.5789
110,400
INLAND
-122.03
36.97
52
403
72
200
73
1.6923
262,500
NEAR OCEAN
-122.39
37.74
42
4,110
846
2,147
674
2.5694
201,000
NEAR BAY
-117.13
32.92
16
1,580
241
917
261
4.7266
191,100
<1H OCEAN
-122.08
37.39
44
1,498
430
848
400
2.8438
307,100
NEAR BAY
-120.36
36.14
18
1,206
274
622
217
1.8264
62,000
INLAND
-117.54
33.76
5
5,846
1,035
3,258
1,001
4.7965
160,800
<1H OCEAN
-121.95
36.98
34
3,745
958
1,622
802
3.1546
261,200
NEAR OCEAN
-117.13
33.14
12
2,258
456
1,147
433
4.0495
153,900
<1H OCEAN
-117.16
32.81
14
4,328
1,100
2,046
1,044
2.2899
159,000
NEAR OCEAN
-119.57
36.72
11
2,510
460
1,248
445
3.6161
99,500
INLAND
-116.99
34.3
29
5,055
1,036
410
191
3.5104
157,100
INLAND
-121.83
37.26
15
3,243
551
1,752
551
5.5849
257,400
<1H OCEAN
-123.18
40.58
18
1,451
278
695
254
1.7262
73,700
INLAND
-121.33
38.65
23
2,446
523
1,132
513
2.6266
198,500
INLAND
-118.51
34.22
36
2,794
523
1,334
472
4.3462
222,100
<1H OCEAN
-122.54
37.95
38
2,310
400
971
386
5.697
435,700
NEAR BAY
-121.95
37.96
18
2,739
393
1,072
374
6.1436
259,500
INLAND
-118.31
33.88
35
1,939
412
1,036
400
3.5556
238,000
<1H OCEAN
-117.99
33.82
19
1,991
528
1,202
460
3.1538
252,100
<1H OCEAN
-121.98
37.3
30
3,404
693
1,794
633
4.6312
283,200
<1H OCEAN
-117.33
33.9
2
12,837
1,842
4,636
1,453
5.1512
187,800
INLAND
-119.1
35.33
4
6,640
898
3,121
902
6.759
170,300
INLAND
-118.88
34.21
26
1,590
196
654
199
6.5851
300,000
<1H OCEAN
-118.14
34.18
50
1,493
326
1,000
323
3.3068
154,400
<1H OCEAN
-118.08
33.99
38
1,683
328
1,369
339
3.6196
170,700
<1H OCEAN
-118.52
34.24
6
3,218
949
2,295
876
3.0926
418,500
<1H OCEAN
-119.45
36.61
24
1,302
null
693
243
3.7917
90,500
INLAND
-118.26
34.5
6
5,813
908
2,275
790
4.7778
340,400
INLAND
-117.16
32.71
52
845
451
1,230
375
1.0918
22,500
NEAR OCEAN
-117.98
33.95
35
4,055
652
1,758
639
6.1898
282,400
<1H OCEAN
-120.83
37.07
16
3,736
761
1,942
730
2.5598
120,200
INLAND
-118.09
33.81
36
1,371
250
666
257
5.0795
243,300
<1H OCEAN
-118.41
34.02
27
2,224
618
1,594
625
3.0833
315,500
<1H OCEAN
-117.09
32.57
17
444
83
357
87
5.1478
138,900
NEAR OCEAN
-118.85
34.21
29
2,195
414
1,360
401
3.4773
206,700
<1H OCEAN
-121.17
37.97
28
1,374
248
769
229
3.6389
130,400
INLAND
-118.34
35.27
10
2,939
605
1,167
446
2.3917
79,000
INLAND
-118.52
34.25
11
7,849
1,664
3,561
1,500
4.6625
290,900
<1H OCEAN
-122.05
37.68
32
2,015
318
1,019
340
6.1104
240,700
NEAR BAY
-118.03
34.11
34
2,837
460
1,344
458
6.5722
437,400
INLAND
-117.96
34.05
36
1,475
270
1,149
284
3.0904
158,600
<1H OCEAN
-117.05
33.05
6
7,916
1,293
2,741
1,204
5.6436
278,600
<1H OCEAN
-116.88
32.86
9
3,049
471
1,527
515
5.0733
196,600
<1H OCEAN
-117.13
32.79
35
1,458
262
723
257
4.2098
174,100
NEAR OCEAN
-122.41
37.73
33
2,789
567
1,682
552
3.8643
276,200
NEAR BAY
-118.36
34.23
15
2,485
742
1,994
670
2.8333
183,200
<1H OCEAN
-117.93
33.65
26
5,831
1,546
4,738
1,477
3.1483
213,000
<1H OCEAN
-122.11
37.11
46
1,993
404
850
327
5.208
206,800
NEAR OCEAN
-122.17
37.45
35
1,025
242
388
232
5.1995
500,001
NEAR BAY
-117.9
34.07
35
1,646
294
1,056
280
3.055
172,000
<1H OCEAN
-121.46
38.68
35
1,299
254
705
245
2.8333
103,000
INLAND
-118.05
36.64
34
2,090
478
896
426
2.0357
74,200
INLAND
-118.05
33.87
18
4,928
773
2,952
754
5.8855
313,800
<1H OCEAN
-118.06
34.08
37
778
205
850
198
2.5119
180,500
<1H OCEAN
-118.67
34.16
17
16,544
2,206
6,214
2,118
9.1228
500,001
<1H OCEAN
-122.04
37.35
20
2,016
313
767
310
6.837
383,000
<1H OCEAN
-117.79
33.68
9
1,633
295
928
297
5.7858
265,900
<1H OCEAN
-117.11
32.7
37
2,045
502
1,920
472
1.8125
83,300
NEAR OCEAN
-117.33
34.14
29
1,646
391
1,296
351
1.9423
69,700
INLAND
-122.18
37.78
43
1,985
440
1,085
407
3.4205
136,700
NEAR BAY
-118.33
34.18
45
1,552
315
785
316
3.7411
235,500
<1H OCEAN
-118.35
34.06
48
3,551
826
1,601
827
3.2279
400,000
<1H OCEAN
-117.95
33.63
27
891
183
513
171
6
381,500
<1H OCEAN
-118.16
34.12
38
2,231
489
940
484
5.4165
435,100
<1H OCEAN
-122.48
37.65
39
3,348
666
1,817
668
4.2593
227,400
NEAR OCEAN
-117.78
33.9
14
6,239
901
2,923
904
6.5437
268,200
<1H OCEAN
-121.27
38.74
19
3,869
887
2,086
685
2.6065
154,900
INLAND
-122.07
37.67
28
2,932
739
1,198
624
3.2417
210,800
NEAR BAY
-122.01
37.57
14
16,199
2,993
8,117
2,847
5.8322
281,800
NEAR BAY
-117.65
33.42
25
2,174
428
603
352
3.3967
249,400
NEAR OCEAN
-118.61
34.21
41
1,058
228
778
245
3.3534
180,500
<1H OCEAN
-121.01
37.65
47
1,713
334
570
297
2.1969
149,400
INLAND
-117.11
32.79
16
2,574
771
1,129
721
3.3849
96,900
NEAR OCEAN
-117.77
34.12
15
4,260
770
2,007
695
4.4609
230,000
INLAND
-121.39
38.62
27
5,693
1,487
2,334
1,387
2.2844
170,500
INLAND
-117.28
34.51
10
4,676
884
2,845
812
3.0181
100,400
INLAND
-118.12
33.94
35
1,813
313
825
316
5.2485
323,800
<1H OCEAN
-117.04
32.77
21
1,824
447
962
431
2.7826
143,800
<1H OCEAN
-117.86
33.75
5
187
49
207
51
1.8
154,200
<1H OCEAN
-120.64
35.26
21
3,298
716
1,862
687
2.1507
221,500
NEAR OCEAN
-118.09
33.93
37
1,950
356
1,183
338
4.1449
175,300
<1H OCEAN
-122.26
37.89
52
3,078
494
1,005
462
6.381
342,200
NEAR BAY
-116.45
32.65
22
2,680
643
1,644
516
2.1949
127,100
INLAND
-122.09
37.66
40
1,340
313
766
271
3.4722
135,400
NEAR BAY