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
-121.38
38.58
38
2,968
475
1,176
454
5.0497
191,700
INLAND
-119.27
35.89
18
1,855
424
1,839
392
1.7572
53,300
INLAND
-122.2
37.77
41
1,547
415
1,024
341
2.0562
102,000
NEAR BAY
-119.67
36.57
32
1,604
292
868
276
2.1908
110,000
INLAND
-117.47
34.06
33
1,379
273
884
229
2.7574
125,000
INLAND
-121.3
38.7
18
7,334
1,332
3,339
1,271
3.235
124,700
INLAND
-117.87
34.1
15
6,409
1,363
3,359
1,267
3.875
173,300
<1H OCEAN
-117.1
32.69
35
1,292
272
1,183
272
2.0547
98,000
NEAR OCEAN
-118.46
34.23
20
4,609
1,499
5,349
1,377
2.7121
169,400
<1H OCEAN
-121.96
37.94
26
3,084
505
1,557
501
5.1582
194,700
INLAND
-118.23
34.2
48
1,473
294
807
296
3.399
306,300
<1H OCEAN
-118.08
33.98
39
1,042
221
863
228
3.6033
157,800
<1H OCEAN
-118.46
34.25
33
2,202
433
1,135
407
4.2143
224,200
<1H OCEAN
-118.36
34.09
36
1,616
465
773
429
2.6
313,600
<1H OCEAN
-122.35
37.91
4
2,851
798
1,285
712
4.2895
186,800
NEAR BAY
-118.21
34.11
32
2,759
499
1,661
533
4.3812
228,200
<1H OCEAN
-119.69
36.81
13
1,524
366
994
370
2.5446
93,800
INLAND
-117.06
33.09
11
7,483
1,276
3,516
1,261
4.0484
262,500
<1H OCEAN
-121.37
38.01
15
2,430
315
1,016
314
10.0088
242,000
INLAND
-121.13
38.87
48
1,127
null
530
186
3.0917
128,100
INLAND
-117.64
34.05
27
1,407
362
1,684
350
2.1944
95,700
INLAND
-117.63
34.11
30
2,674
428
1,404
456
4.2969
165,600
INLAND
-117.41
34
26
2,372
621
1,647
612
1.4719
88,600
INLAND
-117.72
33.43
5
1,889
359
616
246
3.8992
500,001
<1H OCEAN
-117.13
33.15
16
3,907
671
1,759
663
3.1776
172,600
<1H OCEAN
-117.97
34.13
42
683
127
541
138
3.4375
151,700
INLAND
-117.95
33.68
19
1,028
191
340
159
3.6364
252,800
<1H OCEAN
-118.38
34.24
38
125
42
63
29
1.3594
158,300
<1H OCEAN
-118.23
34.11
35
4,148
971
3,220
892
3.3389
187,100
<1H OCEAN
-117.14
33.81
13
4,496
756
2,044
695
3.2778
148,800
INLAND
-118.35
34.25
34
2,795
460
1,267
443
6.1464
354,400
<1H OCEAN
-118.01
33.79
23
2,663
430
1,499
403
5.7837
258,000
<1H OCEAN
-117.26
34.43
11
4,597
782
2,534
776
3.3368
99,300
INLAND
-117.96
34.07
32
2,910
709
2,583
670
3.7736
158,400
<1H OCEAN
-118.37
34.16
17
4,150
1,148
1,808
1,041
3.5051
232,400
<1H OCEAN
-117.11
32.58
21
2,894
685
2,109
712
2.2755
125,000
NEAR OCEAN
-118.28
33.85
27
489
98
403
97
5.144
180,800
<1H OCEAN
-119.03
35.33
21
3,057
698
1,627
680
2.7083
84,700
INLAND
-118.29
34.03
27
1,084
287
1,085
279
2.135
119,600
<1H OCEAN
-122.2
37.43
38
3,626
528
1,350
532
7.3681
500,001
NEAR OCEAN
-119.76
36.8
29
3,494
662
1,781
616
2.5893
70,900
INLAND
-121.29
38.36
17
2,193
386
1,148
372
4.5272
191,700
INLAND
-122.07
37.08
21
5,639
894
2,670
871
6.0809
270,000
NEAR OCEAN
-117.42
34.06
27
2,532
495
1,305
436
2.9107
143,100
INLAND
-117.04
34
25
3,750
781
1,594
785
2.4167
104,900
INLAND
-118.31
33.81
23
3,942
748
1,679
711
4.1169
362,600
<1H OCEAN
-122.42
37.79
52
3,364
1,100
2,112
1,045
2.1343
400,000
NEAR BAY
-118.03
34.07
37
1,091
269
905
242
3.1042
152,000
<1H OCEAN
-117.23
32.74
16
1,953
404
798
385
4.8167
169,800
NEAR OCEAN
-118.93
34.82
8
508
111
229
84
4.0332
128,300
INLAND
-122.52
37.98
31
6,555
1,571
2,962
1,464
2.8903
324,200
NEAR BAY
-119.81
36.74
36
607
155
483
146
1.5625
47,500
INLAND
-121.45
38.57
52
2,006
412
825
384
3.2963
236,100
INLAND
-116.26
33.65
3
7,437
1,222
574
302
10.2948
382,400
INLAND
-119.72
34.43
36
1,156
309
521
304
2.6014
320,600
<1H OCEAN
-118.13
33.95
24
6,662
1,852
3,792
1,735
3.1104
230,000
<1H OCEAN
-119.78
34.45
23
2,077
306
705
256
6.4744
500,001
NEAR OCEAN
-118.38
33.81
36
1,018
148
329
169
10.5045
500,001
NEAR OCEAN
-122.09
37.66
39
1,160
259
725
274
2.2222
158,300
NEAR BAY
-122.44
37.78
44
1,545
334
561
326
3.875
412,500
NEAR BAY
-119.63
34.44
37
3,188
442
984
376
9.4522
500,001
<1H OCEAN
-118.34
33.99
47
1,107
199
437
178
3.7344
179,400
<1H OCEAN
-121.91
36.97
19
4,920
1,092
1,807
922
3.5112
231,900
NEAR OCEAN
-121.41
38.61
36
3,099
605
1,322
623
3.4784
105,500
INLAND
-117.95
33.94
28
2,851
496
1,287
496
5.0782
264,100
<1H OCEAN
-117.12
32.69
37
1,082
294
1,146
265
2.0673
88,500
NEAR OCEAN
-120.59
35.12
27
3,055
677
1,407
610
2.1702
179,700
<1H OCEAN
-121.36
38.61
35
2,355
365
993
354
5.0492
144,100
INLAND
-123.48
40.79
15
619
160
287
104
1.9107
79,200
INLAND
-118.35
34
28
3,085
621
1,162
558
3.25
301,000
<1H OCEAN
-119.76
36.83
17
3,690
628
1,888
601
4.0196
84,200
INLAND
-117.64
33.66
6
5,221
1,217
2,597
1,119
4.6076
204,000
<1H OCEAN
-117.26
33.2
13
3,163
725
1,675
629
2.8214
121,900
<1H OCEAN
-117.69
33.62
18
4,265
581
2,025
544
6.4598
282,700
<1H OCEAN
-120.98
37.66
33
1,959
342
984
356
4.5208
114,200
INLAND
-119.99
36.09
23
333
92
198
55
0.4999
100,000
INLAND
-118.22
33.9
40
1,802
496
2,096
468
2.3542
97,900
<1H OCEAN
-119.78
38.69
17
1,364
282
338
152
2.45
117,600
INLAND
-114.31
34.19
15
5,612
1,283
1,015
472
1.4936
66,900
INLAND
-118.27
34.05
26
1,164
674
1,685
541
1.5727
225,000
<1H OCEAN
-122.18
37.75
45
330
76
282
80
4.0469
80,700
NEAR BAY
-121.38
38.62
34
2,352
610
1,127
592
2.2
116,500
INLAND
-118.43
34.06
41
1,463
267
601
267
5.3777
500,001
<1H OCEAN
-122.17
37.46
47
2,312
332
1,044
282
9.459
500,001
NEAR BAY
-122.47
37.71
44
2,547
511
1,577
516
4.1939
237,900
NEAR OCEAN
-119.61
36.57
42
2,242
521
1,359
483
1.5833
65,100
INLAND
-121.32
38.15
5
5,428
994
2,725
902
3.9323
130,100
INLAND
-117.27
34.23
26
6,339
1,244
1,177
466
3.7708
110,400
INLAND
-121.77
36.71
18
6,601
1,395
3,562
1,299
3.512
174,800
<1H OCEAN
-118.4
34.01
48
1,427
253
693
268
5.7405
351,600
<1H OCEAN
-119.4
37.09
22
2,211
477
773
288
3.3269
102,700
INLAND
-118.55
34.28
16
8,879
null
3,468
1,200
8.1125
428,600
<1H OCEAN
-120.85
37.08
3
3,425
611
1,588
459
4.1779
147,800
INLAND
-119.38
35.49
34
2,304
437
1,506
403
2.2071
64,600
INLAND
-119.19
34.26
16
5,018
853
2,524
830
5.1752
218,000
NEAR OCEAN
-117.16
32.72
24
1,232
663
1,184
626
1.0391
162,500
NEAR OCEAN
-118.37
34.16
25
2,450
618
1,054
578
3.6375
262,500
<1H OCEAN
-121.34
38.67
34
1,503
264
731
285
4.0352
118,500
INLAND
-122.21
37.8
50
2,833
605
1,260
552
2.8929
216,700
NEAR BAY
-118.42
34.23
34
1,531
278
1,064
274
5.6687
207,300
<1H OCEAN