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
-122.1
37.66
33
1,954
464
1,293
448
3.0489
152,600
NEAR BAY
-122.5
38.82
12
2,394
443
877
341
2.5625
109,200
INLAND
-122.38
40.09
16
2,077
388
1,155
389
3.1361
84,800
INLAND
-115.56
32.76
15
1,278
217
653
185
4.4821
140,300
INLAND
-117.35
33.68
10
516
107
282
96
4.2788
125,000
<1H OCEAN
-121.03
37.69
6
2,607
557
1,266
475
3.4632
137,700
INLAND
-121.26
38.74
22
7,173
1,314
3,526
1,316
3.3941
135,900
INLAND
-122.26
37.5
44
6,983
1,131
2,818
1,115
5.6271
374,800
NEAR OCEAN
-118.09
33.92
36
1,226
211
711
219
4.5699
170,800
<1H OCEAN
-118.39
34.16
46
1,582
279
603
283
5.1169
414,300
<1H OCEAN
-117.26
34.13
37
2,403
550
1,234
493
2
72,100
INLAND
-118.03
34.16
36
1,640
239
693
253
6.6888
500,001
INLAND
-116.92
32.82
16
2,784
468
1,458
465
4.0048
184,600
<1H OCEAN
-117.79
33.68
10
2,106
319
1,002
332
8.735
375,300
<1H OCEAN
-119.72
34.42
49
1,610
370
961
351
2.6983
260,100
NEAR OCEAN
-117.7
33.47
20
1,577
363
764
333
4.1563
320,800
<1H OCEAN
-118.26
34
41
1,733
492
1,776
453
1.6221
104,200
<1H OCEAN
-118.33
34.05
46
3,015
795
2,300
725
2.0706
268,500
<1H OCEAN
-118.19
34.08
35
1,554
381
1,487
374
1.9038
139,500
<1H OCEAN
-119.68
37.35
13
2,307
386
925
347
3.1326
119,800
INLAND
-120.46
37.65
17
315
89
130
58
1.4464
79,200
INLAND
-120.56
35.13
15
5,818
924
2,324
845
4.4033
267,600
<1H OCEAN
-122.04
37.31
29
2,476
434
1,217
416
6.2045
393,800
<1H OCEAN
-120.47
37.3
40
3,693
771
2,102
742
2.1838
75,000
INLAND
-120.95
37.65
14
5,200
1,119
3,221
1,102
2.6964
107,000
INLAND
-118.95
35.36
30
2,294
508
1,753
482
2.1078
54,700
INLAND
-123.22
40.54
27
1,573
361
847
330
1.9034
49,600
INLAND
-122.52
37.91
30
4,174
739
1,818
705
5.5951
402,900
NEAR BAY
-117.73
33.61
17
2,612
582
832
564
2.6759
120,600
<1H OCEAN
-122.14
37.43
52
1,383
227
551
249
6.5829
500,001
NEAR BAY
-117.13
32.63
10
7,374
1,157
1,900
794
8.7991
478,500
NEAR OCEAN
-118.47
35.72
18
4,754
1,075
1,366
690
2.0694
81,200
INLAND
-117.99
33.86
20
3,540
906
2,898
876
3.0252
178,000
<1H OCEAN
-122.07
37.58
16
1,893
338
1,461
344
5.225
213,700
NEAR BAY
-121.8
37.34
25
1,642
297
1,146
279
5.2088
231,400
<1H OCEAN
-117.89
34.08
35
1,711
335
825
356
3.5
215,600
<1H OCEAN
-122.27
37.86
49
2,052
435
924
414
2.5417
182,700
NEAR BAY
-121.93
37.89
13
2,085
292
852
264
7.3445
366,700
INLAND
-118.51
34
52
1,241
502
679
459
2.3098
500,001
<1H OCEAN
-119.15
34.2
25
3,445
898
5,558
894
3.0972
169,300
NEAR OCEAN
-119.17
34.21
33
1,039
256
1,432
272
3.1103
143,500
NEAR OCEAN
-120.44
34.96
30
1,685
315
1,290
368
3.4722
112,500
<1H OCEAN
-118.76
34.26
26
1,929
293
1,067
320
5.4038
222,100
<1H OCEAN
-118.19
34.03
27
1,346
340
1,177
295
1.7995
153,400
<1H OCEAN
-118.11
33.94
32
2,098
378
1,036
385
5.0258
255,400
<1H OCEAN
-121.63
38.03
17
2,549
596
1,169
500
3.6694
209,400
INLAND
-120.94
37.68
4
13,315
2,424
6,420
2,289
4.2471
162,100
INLAND
-119.85
36.84
12
2,272
304
840
305
8.9669
213,900
INLAND
-118.31
34.09
28
720
267
891
265
1.8977
100,000
<1H OCEAN
-118.39
33.96
45
1,361
252
581
263
5.8143
340,700
<1H OCEAN
-116.91
32.86
15
3,153
628
1,633
527
3.6898
131,000
<1H OCEAN
-118.35
34.1
18
4,109
1,301
2,103
1,116
2.325
250,000
<1H OCEAN
-117.99
33.81
23
3,284
795
3,257
758
2.4526
182,900
<1H OCEAN
-118.54
34.23
29
1,753
342
1,318
333
4.125
241,400
<1H OCEAN
-117.79
33.7
16
6,259
1,098
3,785
1,114
6.3298
247,100
<1H OCEAN
-119.78
36.37
41
831
149
443
146
3.1406
100,000
INLAND
-121.38
38.59
36
2,253
434
1,018
426
3.2596
98,700
INLAND
-122.25
38.16
17
4,459
944
1,812
888
2.9375
106,700
NEAR BAY
-119.68
36.32
26
592
121
268
116
1.7596
120,800
INLAND
-117.86
33.89
24
2,002
253
820
241
6.9612
274,500
<1H OCEAN
-120.79
37.41
35
2,436
466
1,730
469
2.2071
85,900
INLAND
-117.91
34.06
29
3,250
521
1,382
513
5.112
218,300
<1H OCEAN
-118.01
34.08
35
1,852
358
1,414
347
4.275
173,600
INLAND
-120.97
37.64
42
2,359
504
1,131
480
2.0833
95,500
INLAND
-119.67
36.81
4
1,262
216
622
199
4.9432
114,400
INLAND
-121.25
38.69
24
1,014
185
606
194
4.1607
112,800
INLAND
-122.43
37.8
52
3,172
848
1,259
806
4.1047
466,700
NEAR BAY
-118.22
34.14
50
3,657
708
1,725
644
5.5456
258,100
<1H OCEAN
-116.58
33.09
36
992
224
334
126
3.0089
134,400
INLAND
-121.13
37.74
31
677
144
523
159
2.4598
97,100
INLAND
-122.15
37.41
29
473
103
359
87
7.0309
475,000
NEAR BAY
-119.72
36.75
11
4,832
993
2,190
888
2.6611
74,700
INLAND
-118.21
33.95
43
1,500
419
1,726
440
1.8641
165,100
<1H OCEAN
-122.18
37.8
34
1,355
195
442
195
6.2838
318,200
NEAR BAY
-118.12
33.85
37
2,584
453
1,333
481
4.3661
219,900
<1H OCEAN
-118.35
34.07
45
7,803
2,154
3,359
2,041
3.3594
287,500
<1H OCEAN
-122.32
37.99
24
4,865
968
2,315
893
4.2852
173,500
NEAR BAY
-119.2
34.18
22
6,465
1,397
2,694
1,370
2.9832
165,600
NEAR OCEAN
-118.48
35.14
4
8,417
1,657
4,631
1,468
3.6949
115,800
INLAND
-117.87
33.75
14
5,526
1,916
6,799
1,796
2.6561
144,400
<1H OCEAN
-118.02
33.76
25
1,759
404
1,404
385
3.6289
195,800
<1H OCEAN
-117.74
33.85
4
5,416
820
1,753
583
6.9544
314,000
<1H OCEAN
-121.92
36.62
47
1,811
401
948
375
3.0379
249,300
NEAR OCEAN
-122.79
39.02
23
642
203
265
84
1.8833
96,900
INLAND
-122.25
37.48
37
3,507
569
1,663
608
5.0863
440,300
NEAR OCEAN
-117.34
34.46
9
5,983
1,122
3,515
1,064
3.1505
102,000
INLAND
-118.32
33.94
37
1,487
296
863
291
3.1563
186,200
<1H OCEAN
-121.88
37.34
44
1,267
353
1,018
327
2.4196
194,400
<1H OCEAN
-118.41
34.07
52
1,202
142
408
138
15.0001
500,001
<1H OCEAN
-119.86
34.38
28
1,062
309
1,058
305
1.5071
316,700
NEAR OCEAN
-117.4
34.07
28
2,879
659
1,661
554
2.066
88,100
INLAND
-117.25
32.74
36
3,548
956
1,648
866
2.6962
288,200
NEAR OCEAN
-118.14
33.76
44
1,633
536
741
513
3.385
408,300
NEAR OCEAN
-121.44
38.64
25
1,678
367
971
307
1.0398
62,100
INLAND
-121.45
36.86
11
1,613
335
1,617
342
3.1375
146,200
INLAND
-117.35
33.2
32
1,251
220
700
232
3.9875
142,900
NEAR OCEAN
-122.22
39.51
17
1,201
268
555
277
2.1
66,900
INLAND
-118.36
34.09
36
1,390
458
874
468
2.5812
200,000
<1H OCEAN
-118.15
33.91
35
1,590
350
1,299
335
4.0313
163,200
<1H OCEAN
-121.12
38.86
17
3,949
717
1,683
686
3.3802
216,500
INLAND