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
-121.02
37.62
14
5,737
1,286
4,722
1,210
1.6731
95,800
INLAND
-122.41
37.74
52
1,842
339
1,032
357
5.5563
250,800
NEAR BAY
-122.49
37.7
36
1,946
340
828
313
5.2811
287,700
NEAR OCEAN
-118.08
34.14
42
2,690
589
1,149
535
3.88
281,100
INLAND
-121.49
38.52
37
1,902
413
955
384
3.1014
96,800
INLAND
-118.18
34.14
38
3,039
487
1,131
465
7.7116
360,900
<1H OCEAN
-117.84
34.12
25
3,465
566
1,722
536
4.8304
228,900
INLAND
-117.07
32.71
39
2,754
652
2,263
619
2.2454
89,600
NEAR OCEAN
-121.16
38.68
21
3,517
667
1,687
655
3.1161
131,600
INLAND
-123.21
39.14
15
2,235
545
1,376
516
1.9032
100,000
<1H OCEAN
-122.34
37.96
15
6,487
1,717
3,408
1,560
2.1991
133,300
NEAR BAY
-118.06
34.17
38
2,726
398
1,059
380
7.2419
410,400
INLAND
-121.54
36.7
12
6,758
1,241
3,918
1,100
3.525
201,700
<1H OCEAN
-123.73
39.17
20
4,620
1,042
1,745
794
2.375
158,800
NEAR OCEAN
-118.11
34.16
52
3,158
459
1,229
444
5.4223
325,600
INLAND
-118.25
34.01
30
962
291
1,280
263
1.4464
110,200
<1H OCEAN
-120.98
37.66
40
3,012
616
1,423
595
2.6346
100,600
INLAND
-118.25
33.79
34
1,349
371
1,716
380
2.7143
138,100
NEAR OCEAN
-118.45
34.19
37
1,073
254
739
253
2.4667
192,200
<1H OCEAN
-117.86
33.8
35
1,683
347
1,242
335
3.5172
190,400
<1H OCEAN
-121.93
37.27
35
1,855
345
985
329
6.0196
255,100
<1H OCEAN
-121.89
37.68
22
1,898
239
734
245
6.2918
334,100
<1H OCEAN
-118.34
33.8
34
1,730
427
1,008
393
3.9408
327,700
<1H OCEAN
-122.15
37.69
38
1,246
221
637
222
3.6625
184,600
NEAR BAY
-118.39
33.86
34
2,361
442
915
437
5.687
392,400
<1H OCEAN
-122.86
39.08
24
3,127
674
1,015
448
2.0417
78,800
INLAND
-117.07
32.6
18
2,602
551
1,042
550
1.9267
67,500
NEAR OCEAN
-119.79
36.72
19
1,719
391
1,369
368
1.25
53,000
INLAND
-122.22
37.8
52
2,183
465
1,129
460
3.2632
227,700
NEAR BAY
-122.26
38.36
25
1,821
344
349
179
6.9931
398,800
INLAND
-117.82
33.78
28
4,485
667
2,048
685
5.4562
274,700
<1H OCEAN
-122.42
37.77
52
1,176
493
1,136
436
1.375
312,500
NEAR BAY
-122.48
37.76
48
2,304
558
1,273
512
3.275
332,100
NEAR BAY
-117.86
33.75
31
1,761
515
1,810
468
1.9309
173,400
<1H OCEAN
-117.91
33.69
30
2,704
426
1,289
423
5.2815
229,500
<1H OCEAN
-118.55
34.04
41
1,482
239
617
242
8.8619
500,001
<1H OCEAN
-117.95
33.92
18
2,825
660
1,590
643
3.6106
153,600
<1H OCEAN
-122.12
37.68
37
2,412
394
975
375
4.0417
191,100
NEAR BAY
-118.6
34.23
19
8,866
2,355
5,005
2,194
3.2564
230,300
<1H OCEAN
-122.1
37.66
37
901
191
599
206
3.7303
149,700
NEAR BAY
-122.08
37.71
35
2,211
350
1,004
365
5.4639
238,600
NEAR BAY
-118.27
33.95
29
1,579
351
1,056
322
2.3056
98,500
<1H OCEAN
-117.63
33.94
36
447
95
2,886
85
4.2578
183,300
INLAND
-118.36
33.8
34
2,629
369
966
375
10.1241
500,001
NEAR OCEAN
-121.97
37.01
21
2,073
357
1,044
351
4.5682
371,600
NEAR OCEAN
-120.46
37.33
17
6,111
1,171
2,950
1,104
3.2852
98,800
INLAND
-117.91
33.84
16
919
253
912
249
1.5903
165,400
<1H OCEAN
-122.3
37.9
30
1,772
471
880
437
2.2672
162,500
NEAR BAY
-117.08
32.62
16
5,192
1,381
3,261
1,321
2.2685
151,900
NEAR OCEAN
-122.27
38.12
45
4,423
1,001
2,109
874
2.6937
111,800
NEAR BAY
-118.28
33.88
19
2,758
675
2,047
591
2.6618
179,700
<1H OCEAN
-117.04
32.68
9
3,087
609
1,530
556
3.775
125,000
NEAR OCEAN
-122.43
37.79
50
3,312
1,095
1,475
997
2.7165
500,001
NEAR BAY
-119.69
35.62
18
820
239
1,345
207
2.1186
47,500
INLAND
-118.12
34.09
25
4,870
1,371
3,518
1,296
3.2307
188,400
<1H OCEAN
-118.58
34.21
24
2,642
696
1,649
633
3.0187
217,700
<1H OCEAN
-120.72
38.24
32
2,685
543
1,061
492
2.5473
101,600
INLAND
-123.83
41.88
18
1,504
357
660
258
3.13
116,700
<1H OCEAN
-121.44
38.56
45
2,423
466
873
438
3.7167
131,900
INLAND
-118.19
34.02
45
1,535
432
1,820
419
1.7801
142,800
<1H OCEAN
-118.15
33.92
30
915
234
646
211
2.5208
182,800
<1H OCEAN
-117.66
35.62
11
5,897
1,138
2,728
1,072
4.15
85,700
INLAND
-118.39
34.17
40
1,696
372
835
385
3.6563
222,400
<1H OCEAN
-117.5
33.92
28
2,101
337
1,061
348
4.55
146,800
INLAND
-118.92
35.47
6
1,755
280
664
254
6.2885
216,400
INLAND
-121.58
38.81
25
778
135
340
155
1.7857
258,300
INLAND
-124.23
41.75
11
3,159
616
1,343
479
2.4805
73,200
NEAR OCEAN
-122.95
38.73
37
1,548
328
863
287
2.9792
151,300
<1H OCEAN
-117.05
32.56
22
2,172
563
2,049
524
2.0159
139,300
NEAR OCEAN
-122
37.3
28
5,096
1,011
2,588
954
5.357
355,200
<1H OCEAN
-118.08
33.94
21
3,933
949
2,219
820
2.4926
171,400
<1H OCEAN
-122.48
37.69
43
2,661
455
1,384
456
4.2421
257,500
NEAR OCEAN
-120.95
37.59
29
1,727
439
1,063
386
1.8929
63,600
INLAND
-117.21
34.51
17
4,379
629
1,720
595
5.086
148,400
INLAND
-118.12
33.86
44
2,663
511
1,277
462
4.3194
199,500
<1H OCEAN
-117.18
34.05
52
1,820
342
601
315
2.6129
137,000
INLAND
-121.52
38.49
5
3,344
800
1,341
670
3.6196
152,800
INLAND
-121.99
37.81
17
465
83
146
75
4.9018
188,500
<1H OCEAN
-121.48
38.58
48
2,434
744
1,281
662
1.6277
140,600
INLAND
-118.22
34.06
34
1,083
364
1,132
338
2.2344
153,100
<1H OCEAN
-117.27
33.08
7
2,949
447
1,335
426
6.0922
342,400
NEAR OCEAN
-117.97
33.81
26
4,022
1,081
2,457
1,001
2.8042
206,300
<1H OCEAN
-117.81
33.82
22
2,898
335
1,057
324
10.8111
500,001
<1H OCEAN
-122.46
37.66
36
2,535
451
1,390
436
5.3398
260,900
NEAR OCEAN
-117.92
33.82
10
1,548
506
1,535
424
4.5057
152,400
<1H OCEAN
-116.46
33.78
25
1,137
414
604
240
1.3801
55,000
INLAND
-117.81
33.66
20
2,851
490
1,192
463
5.8752
274,200
<1H OCEAN
-116.94
32.83
38
1,701
317
872
304
3.7831
147,800
<1H OCEAN
-121.48
38.56
50
1,587
448
877
380
2.0833
94,300
INLAND
-118.39
34.03
39
1,366
375
1,237
370
3.7206
230,900
<1H OCEAN
-118.62
34.15
26
5,661
791
2,493
780
7.9814
409,900
<1H OCEAN
-119.06
35.94
18
3,501
721
2,009
660
2.6576
65,700
INLAND
-117.65
33.45
15
7,468
1,275
3,033
1,217
5.49
239,300
NEAR OCEAN
-118.4
33.88
42
1,516
341
634
327
6.2356
472,700
<1H OCEAN
-118.07
33.72
24
1,240
296
513
254
4.9044
485,000
NEAR OCEAN
-122.31
37.56
52
2,351
494
1,126
482
3.9688
356,900
NEAR OCEAN
-122.47
37.76
40
3,525
941
1,675
857
3.2083
330,000
NEAR BAY
-118.47
34
41
2,331
636
1,839
537
2.288
263,500
<1H OCEAN
-122.41
37.81
25
1,178
545
592
441
3.6728
500,001
NEAR BAY
-121.95
37.78
4
14,652
2,826
5,613
2,579
6.3942
356,700
<1H OCEAN