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
-118.14
33.88
24
3,305
982
2,085
881
2.6641
168,200
<1H OCEAN
-119.89
34.44
25
3,160
507
1,514
523
5.0767
271,200
NEAR OCEAN
-124.17
41.76
20
2,673
538
1,282
514
2.4605
105,900
NEAR OCEAN
-121.49
38.57
38
2,410
967
1,091
829
1.2209
87,900
INLAND
-121.6
39.83
12
3,744
699
1,532
660
2.3079
95,300
INLAND
-122.08
40.64
14
3,099
519
1,447
494
4.0132
141,200
INLAND
-122.13
38
33
2,821
652
1,206
640
2.5481
150,800
NEAR BAY
-118.39
34.15
29
917
181
379
183
3.4612
425,000
<1H OCEAN
-118.21
33.94
34
710
205
1,134
233
2.7734
141,100
<1H OCEAN
-118.01
33.67
16
3,581
780
1,644
774
5.041
397,600
NEAR OCEAN
-117.96
33.65
24
4,462
689
1,943
712
5.7395
289,800
<1H OCEAN
-117.31
34.15
7
5,747
1,307
2,578
1,147
3.3281
122,200
INLAND
-119.72
34.41
35
1,853
375
878
338
4.9044
335,300
NEAR OCEAN
-117.89
33.7
13
1,857
572
838
525
3.2386
129,200
<1H OCEAN
-119.33
36.32
20
2,025
328
1,039
346
3.5313
82,800
INLAND
-119.01
35.34
36
973
219
613
187
1.5625
46,700
INLAND
-118.3
33.82
35
1,499
340
1,141
326
2.6136
213,600
<1H OCEAN
-121.87
37.57
13
5,519
833
2,444
825
7.0691
393,200
<1H OCEAN
-121.11
38.91
24
2,558
423
1,149
403
4.0679
190,500
INLAND
-122.73
38.43
29
2,677
691
1,880
664
2.1864
143,200
<1H OCEAN
-118.09
33.95
36
1,991
396
1,306
403
4.5
166,600
<1H OCEAN
-121.09
39.22
25
2,200
439
1,045
419
2.6042
116,700
INLAND
-122.68
38.44
36
1,311
259
648
268
3.4545
161,200
<1H OCEAN
-119.68
34.42
38
1,452
354
1,139
340
2.707
236,800
<1H OCEAN
-118.12
33.88
25
1,768
559
983
488
2.6184
243,800
<1H OCEAN
-121.3
38.13
26
2,256
360
937
372
5.0528
153,700
INLAND
-121.91
36.42
14
1,078
261
382
171
3.7083
210,000
NEAR OCEAN
-118.17
34.06
44
1,856
461
1,853
452
2.5033
131,900
<1H OCEAN
-121.99
37.61
9
3,666
711
2,341
703
4.6458
217,000
<1H OCEAN
-118.39
33.88
33
2,496
387
1,098
404
7.6685
474,300
<1H OCEAN
-117.97
33.67
17
4,466
640
2,166
666
6.979
330,700
<1H OCEAN
-121.25
38.13
25
1,305
270
789
235
3.2993
91,100
INLAND
-117.77
33.84
5
4,380
715
1,913
741
6.7274
266,400
<1H OCEAN
-118.02
34.04
28
6,175
1,449
5,041
1,408
2.8821
158,100
<1H OCEAN
-122.25
37.87
52
609
236
1,349
250
1.1696
500,001
NEAR BAY
-118.19
33.76
25
1,442
392
632
385
4.6629
162,500
NEAR OCEAN
-118.17
33.77
38
2,239
721
984
684
2.346
165,600
NEAR OCEAN
-119.69
36.25
35
2,011
349
970
300
2.395
94,100
INLAND
-123.22
39.15
36
1,166
216
504
203
3.5938
122,100
<1H OCEAN
-118.02
34.05
33
2,464
627
2,932
568
3.0625
165,800
<1H OCEAN
-117.69
33.6
12
3,258
421
1,464
435
6.5413
332,000
<1H OCEAN
-118.47
34.26
35
1,898
344
1,123
347
5.5792
218,400
<1H OCEAN
-117.98
33.74
16
4,636
908
2,341
825
4.4261
304,700
<1H OCEAN
-119.69
36.8
31
2,576
458
1,306
418
3.2813
68,700
INLAND
-121.82
37.69
12
1,906
351
802
319
4.9375
227,700
INLAND
-118.28
33.84
27
2,326
533
1,697
546
3.8633
187,900
<1H OCEAN
-118.16
34.09
33
1,515
415
1,345
346
2.375
175,000
<1H OCEAN
-120.79
38.7
13
5,036
1,034
2,243
923
2.3319
138,500
INLAND
-122.54
37.72
17
2,975
968
1,453
828
3.527
318,900
NEAR OCEAN
-117.27
32.84
34
1,655
450
870
411
3.2109
376,000
NEAR OCEAN
-117.13
32.97
10
3,486
469
1,700
483
6.4696
249,500
<1H OCEAN
-121.52
38.59
35
6,418
1,545
3,814
1,496
1.6647
69,100
INLAND
-120.12
36.01
18
1,165
334
1,119
308
2.2167
48,500
INLAND
-120.18
36.59
25
948
198
613
171
2.3026
90,600
INLAND
-122.04
37.99
38
2,675
541
1,378
480
3.8897
139,900
NEAR BAY
-118.18
33.93
35
952
271
949
261
2.4297
147,200
<1H OCEAN
-121.64
37.14
14
5,487
1,024
2,823
979
4.175
229,800
<1H OCEAN
-121.79
37.34
20
2,018
328
1,196
323
4.9318
262,400
<1H OCEAN
-117.91
33.72
32
2,436
504
2,839
516
4.5607
182,100
<1H OCEAN
-117.28
32.74
33
4,168
1,112
1,785
984
2.7515
247,700
NEAR OCEAN
-121.06
38.51
6
6,873
959
2,354
931
6.8869
263,100
INLAND
-121.44
38.61
33
1,591
466
1,000
418
1.0467
70,100
INLAND
-118.05
33.93
35
2,107
480
2,241
443
3.1513
150,000
<1H OCEAN
-118.25
33.97
36
1,026
294
1,316
268
1.7708
102,600
<1H OCEAN
-122.26
38.11
52
793
216
505
194
1.9667
93,800
NEAR BAY
-118.97
35.37
52
425
119
380
97
1.4125
42,500
INLAND
-122.32
38.32
19
2,922
417
1,221
442
5.8002
238,700
NEAR BAY
-122.21
37.77
52
591
173
353
137
4.0904
80,600
NEAR BAY
-120.37
36.16
36
613
124
310
124
3.0658
65,000
INLAND
-118.27
33.95
40
935
226
818
236
1.8798
101,300
<1H OCEAN
-118.21
33.98
39
1,315
306
1,257
298
3.2788
169,000
<1H OCEAN
-118.3
33.73
47
2,852
603
1,130
560
4.194
293,900
NEAR OCEAN
-118.26
34.14
29
3,431
1,222
4,094
1,205
2.2614
248,100
<1H OCEAN
-121.99
37.4
35
1,845
325
1,343
317
5.3912
235,300
<1H OCEAN
-117.96
33.83
30
2,838
649
1,758
593
3.3831
197,400
<1H OCEAN
-116.91
32.87
14
3,048
597
1,690
576
4.3818
147,100
<1H OCEAN
-118.35
33.91
19
1,949
559
1,282
498
2.7813
231,300
<1H OCEAN
-121.98
37.96
22
2,987
null
1,420
540
3.65
204,100
INLAND
-117.92
33.88
32
1,683
273
719
263
5.3649
243,600
<1H OCEAN
-117.13
32.71
44
1,697
413
1,396
363
1.5474
83,300
NEAR OCEAN
-117.12
32.7
37
1,361
348
1,398
328
1.1681
78,100
NEAR OCEAN
-121.81
37.37
24
962
146
492
155
7.2861
328,000
<1H OCEAN
-117.72
34.06
32
2,209
654
1,718
569
1.9643
113,200
INLAND
-121.33
38.63
23
1,947
409
866
400
2.7181
156,800
INLAND
-122.21
37.43
33
1,606
254
727
271
8.6963
500,001
NEAR OCEAN
-117.86
33.72
37
1,429
428
2,089
399
3.413
150,600
<1H OCEAN
-121.07
40.85
17
976
202
511
175
3.6641
80,800
INLAND
-122.29
37.9
52
1,604
263
594
286
5.338
270,900
NEAR BAY
-117.22
33.93
14
5,104
1,026
3,513
972
3.2148
117,000
INLAND
-118.34
34.1
28
2,223
752
1,271
684
2.5434
232,100
<1H OCEAN
-118.07
33.85
16
3,771
606
2,196
564
7.0113
319,700
<1H OCEAN
-118.28
33.94
43
1,201
292
840
252
2.7917
105,600
<1H OCEAN
-124.25
40.28
32
1,430
419
434
187
1.9417
76,100
NEAR OCEAN
-122.5
37.75
45
1,672
344
838
314
4.1419
291,500
NEAR OCEAN
-121.95
36.59
22
3,553
530
1,108
441
5.8505
417,100
NEAR OCEAN
-121.23
40.29
21
3,229
667
1,501
582
2.1524
77,100
INLAND
-122.42
37.76
52
2,088
487
1,082
488
2.6803
490,000
NEAR BAY
-122.64
38.23
52
2,156
469
1,070
467
3.3011
252,300
<1H OCEAN
-117.22
33.18
13
4,273
886
2,328
801
3.3444
183,900
<1H OCEAN
-116.84
33.02
11
1,227
202
645
198
5.6674
209,800
<1H OCEAN