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
-118.34
34.09
52
1,731
502
849
466
3.2946
321,600
<1H OCEAN
-121.15
38.91
23
1,654
299
787
299
4.2723
193,100
INLAND
-118.37
33.81
36
2,031
339
817
337
5.1271
458,300
NEAR OCEAN
-117.07
32.68
18
1,475
267
1,149
268
5.0827
142,200
NEAR OCEAN
-122.17
37.75
38
992
null
732
259
1.6196
85,100
NEAR BAY
-118.33
34.1
48
1,116
524
1,610
483
1.625
237,500
<1H OCEAN
-122.42
37.78
52
989
425
634
341
2.4414
275,000
NEAR BAY
-118.27
34.06
30
1,771
788
2,188
764
1.5885
154,200
<1H OCEAN
-121.96
37.53
18
2,375
652
1,252
586
2.6198
235,900
<1H OCEAN
-117.55
33.88
19
2,472
618
2,143
610
2.2372
108,800
INLAND
-118.37
33.97
41
1,833
355
847
348
5.726
287,800
<1H OCEAN
-119.6
37.29
13
1,722
325
712
269
2.625
137,500
INLAND
-117.15
33.7
2
6,305
1,265
2,489
1,152
3.1319
111,500
INLAND
-121.46
38.51
32
2,437
592
1,596
557
1.68
84,100
INLAND
-118.33
34.24
31
6,434
1,188
3,540
1,131
4.2639
293,300
<1H OCEAN
-122.41
37.78
52
1,534
763
1,520
614
1.4554
375,000
NEAR BAY
-117.97
33.88
9
1,344
279
530
265
5.0731
185,100
<1H OCEAN
-122.36
37.95
40
408
102
302
81
1.8333
69,800
NEAR BAY
-118.28
34.09
49
3,828
1,197
2,862
1,009
2.4677
219,200
<1H OCEAN
-118.51
34.25
24
4,338
558
1,514
549
8.8612
500,001
<1H OCEAN
-119.28
35.5
34
1,923
379
1,101
351
2.4044
65,800
INLAND
-118.29
33.73
43
1,854
519
1,151
486
2.5759
225,000
NEAR OCEAN
-117.12
33.15
7
2,810
464
1,564
457
4.4655
182,800
<1H OCEAN
-115.56
32.78
35
1,185
202
615
191
4.6154
86,200
INLAND
-117.95
33.75
19
1,983
283
1,098
275
6.6355
276,100
<1H OCEAN
-117.76
33.98
3
9,662
1,385
2,497
856
6.7172
292,400
<1H OCEAN
-117.85
34.11
27
1,748
403
985
416
3.1133
180,600
INLAND
-121.3
38.02
4
1,515
384
491
348
2.8523
87,500
INLAND
-118.35
33.91
31
2,583
663
1,675
612
3.5234
265,000
<1H OCEAN
-118.35
34.08
52
2,877
721
1,186
704
3.2645
175,000
<1H OCEAN
-121.28
37.95
46
1,026
330
1,109
333
1.2904
63,300
INLAND
-118.63
34.19
32
3,568
591
1,741
563
5.1529
259,600
<1H OCEAN
-117.75
33.61
16
2,270
488
709
489
3.2845
227,600
<1H OCEAN
-119.78
36.8
34
3,426
623
1,938
647
2.8994
66,000
INLAND
-121.16
39.18
14
1,006
187
462
185
3.1042
152,000
INLAND
-118.44
34.27
29
1,701
419
1,616
371
3.3603
142,400
<1H OCEAN
-120.6
37.35
19
3,874
676
2,441
707
3.2955
88,600
INLAND
-121.55
37.37
39
759
141
252
106
3.6964
262,500
INLAND
-118.3
34.04
37
1,470
399
1,579
390
2.006
150,000
<1H OCEAN
-118.44
33.81
33
3,994
990
1,647
931
5.0106
500,001
NEAR OCEAN
-117.86
34.1
29
1,185
197
588
196
5.0832
196,900
<1H OCEAN
-122.45
37.75
36
1,997
356
772
348
4.95
322,600
NEAR BAY
-118.04
34.07
52
177
59
269
75
2.3611
131,300
<1H OCEAN
-119.01
35.37
38
1,702
380
1,191
366
1.8801
57,800
INLAND
-121.9
37.67
15
2,130
273
876
285
7.2639
332,400
<1H OCEAN
-121.88
37.24
14
7,174
950
2,782
899
8.3065
394,200
<1H OCEAN
-118.95
34.18
25
2,237
331
1,121
365
6.0994
254,900
<1H OCEAN
-118.42
34.22
34
3,004
589
1,938
568
4.1857
198,600
<1H OCEAN
-118.9
34.17
14
4,719
734
1,880
731
5.3558
313,800
<1H OCEAN
-117.1
32.74
30
1,772
500
1,389
447
2.3641
94,100
NEAR OCEAN
-122.44
38.03
13
4,284
1,042
2,146
937
4.1289
179,200
NEAR BAY
-117.57
33.88
35
1,755
446
1,453
428
2.316
119,400
INLAND
-118.07
34.01
36
1,391
283
1,025
275
3.2375
176,800
<1H OCEAN
-121.97
36.98
17
2,813
497
1,337
477
3.7083
252,400
NEAR OCEAN
-122.26
37.48
34
4,453
682
1,805
672
5.6038
451,300
NEAR OCEAN
-121.77
37.68
36
1,687
372
950
372
3.5532
158,400
INLAND
-118.12
34.6
33
2,189
497
1,459
443
2.3958
94,500
INLAND
-122.33
38.39
36
831
122
272
109
6.3427
304,800
INLAND
-120.95
37.59
43
1,561
354
862
332
1.8466
81,500
INLAND
-122.04
36.97
49
792
136
331
137
5.2128
238,600
NEAR OCEAN
-117.93
33.64
31
1,291
356
1,252
373
2.7143
185,400
<1H OCEAN
-121.94
38.03
27
1,654
478
1,141
420
1.4871
87,100
INLAND
-121.85
39.72
18
7,272
1,559
5,022
1,524
1.6911
98,800
INLAND
-117.06
32.66
33
3,425
511
1,528
479
5.6889
234,600
NEAR OCEAN
-117.05
32.77
33
3,535
683
1,568
672
2.8097
158,300
NEAR OCEAN
-122.2
37.8
43
3,045
499
1,115
455
4.9559
273,000
NEAR BAY
-118.39
34.06
43
1,879
397
873
382
3.8158
500,001
<1H OCEAN
-121.46
39.54
14
5,549
1,000
1,822
919
2.9562
142,300
INLAND
-121.87
37.3
14
360
124
134
84
2.7411
112,500
<1H OCEAN
-117.13
32.79
35
1,362
243
698
255
3.6458
173,800
NEAR OCEAN
-121.78
37.69
34
2,358
498
1,157
461
3.3618
174,600
INLAND
-121.32
38.04
30
249
44
167
45
4.5
92,800
INLAND
-122.63
38.95
11
686
127
246
86
1.7083
77,300
INLAND
-117.76
33.88
9
4,838
759
2,090
695
6.6536
307,800
<1H OCEAN
-119.02
37.64
14
5,919
1,278
265
112
3.2431
221,400
INLAND
-119.24
36.33
9
3,289
621
1,866
631
3.1599
95,000
INLAND
-119.85
36.77
9
1,142
314
620
283
2.0446
81,300
INLAND
-121.47
37.58
14
1,594
292
887
287
4.6625
294,000
INLAND
-121.99
36.99
29
3,119
507
1,476
487
5.8123
281,500
NEAR OCEAN
-118.19
33.83
42
1,773
360
815
299
4.9
406,300
NEAR OCEAN
-119
35.31
37
1,337
275
767
273
1.6522
53,300
INLAND
-117.99
33.88
42
1,461
302
986
314
3.9559
161,100
<1H OCEAN
-121.54
36.99
27
2,361
449
1,782
397
3.2614
305,000
INLAND
-118.57
34.23
22
3,275
648
1,746
585
4.9676
221,900
<1H OCEAN
-117.91
33.92
21
380
91
398
70
4.7222
208,300
<1H OCEAN
-118.1
34.1
29
1,937
448
1,352
433
3.81
234,600
<1H OCEAN
-122.61
38.26
17
2,864
487
1,482
547
4.6833
215,200
<1H OCEAN
-121.92
37.24
27
1,265
216
660
232
5.3911
281,200
<1H OCEAN
-121.02
37.64
42
1,437
307
1,035
284
2.1036
88,300
INLAND
-118.09
33.79
31
4,231
617
1,694
623
6.6312
360,100
<1H OCEAN
-121.47
38.56
44
1,986
573
1,044
490
1.7328
88,100
INLAND
-119.31
36.62
33
1,485
374
1,544
329
1.7292
52,000
INLAND
-117.06
32.76
24
1,629
587
1,012
488
1.7452
156,800
NEAR OCEAN
-119.06
34.24
21
7,436
984
2,982
988
7.6775
391,200
<1H OCEAN
-123.72
41.09
19
1,970
431
1,166
363
1.8208
50,000
<1H OCEAN
-117.26
33.09
13
3,730
761
1,335
603
4.1667
227,100
NEAR OCEAN
-117.06
33.78
17
2,813
565
1,345
488
2.5847
145,300
INLAND
-121.93
37.72
26
2,806
459
1,453
444
4.9107
213,800
<1H OCEAN
-117.98
33.73
18
3,833
null
2,192
996
3.4679
219,700
<1H OCEAN
-118.3
34.11
25
1,590
218
568
206
8.4389
500,001
<1H OCEAN