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
-117.42
34.59
8
5,445
1,360
3,220
1,214
1.7567
69,500
INLAND
-122.27
37.88
52
1,693
391
669
367
3.5417
287,500
NEAR BAY
-118.29
34.09
34
2,716
1,114
2,991
1,021
1.7514
187,500
<1H OCEAN
-118.33
34
24
873
320
529
308
0.9304
151,600
<1H OCEAN
-117.5
33.87
4
6,755
1,017
2,866
850
5.0493
239,800
INLAND
-122.07
38.27
8
6,761
1,234
3,237
1,177
4.3586
173,400
INLAND
-118.17
34.68
13
5,341
773
2,288
724
6.6772
185,600
INLAND
-122.08
37.39
46
1,115
248
543
248
3.2083
334,300
NEAR BAY
-122.14
37.43
52
1,327
190
467
189
12.5902
500,001
NEAR BAY
-117.37
34.1
10
3,404
855
1,656
675
1.6977
91,300
INLAND
-121.93
37.71
26
4,822
845
2,288
805
4.2281
206,000
<1H OCEAN
-121.28
37.92
36
499
115
451
124
2.1705
60,300
INLAND
-117.12
32.78
4
2,782
817
1,309
787
4.2621
124,200
NEAR OCEAN
-121.43
38.54
44
1,879
359
791
345
3.15
101,500
INLAND
-118.28
34.24
29
3,390
580
1,543
576
5.6184
316,900
<1H OCEAN
-121.63
38.67
34
431
85
391
77
2.625
225,000
INLAND
-122.04
37.26
24
4,973
709
1,692
696
7.8627
500,001
<1H OCEAN
-119.07
36.08
5
2,693
508
1,785
491
3
71,000
INLAND
-121.86
37.34
40
2,277
508
1,718
434
3.0089
185,200
<1H OCEAN
-121.33
38.68
13
5,826
1,411
2,244
1,219
1.9093
142,900
INLAND
-119.68
36.31
12
2,739
535
1,859
498
2.9936
60,600
INLAND
-117.3
34.54
25
2,546
488
1,338
487
3.2596
85,400
INLAND
-120.68
35.48
15
2,608
525
1,351
502
2.7798
205,800
<1H OCEAN
-122.01
37.91
21
10,093
1,269
3,645
1,219
7.6877
367,700
NEAR BAY
-117.73
34.12
26
1,279
163
412
157
6.1731
293,800
INLAND
-118.23
34.15
40
2,124
370
998
372
5.3369
370,400
<1H OCEAN
-121.82
37.25
16
2,650
600
1,969
586
3.9461
194,300
<1H OCEAN
-122.33
40.57
16
2,777
503
1,432
500
2.5592
75,900
INLAND
-117.33
34.15
28
1,473
333
1,196
312
1.6993
67,800
INLAND
-118.35
33.95
28
4,770
1,328
3,201
1,196
2.681
147,700
<1H OCEAN
-117.72
33.51
17
3,617
597
1,176
571
5.133
324,000
<1H OCEAN
-121.85
39.74
41
2,901
689
1,426
632
1.5633
84,500
INLAND
-118.43
34.29
38
1,704
347
1,384
374
2.865
155,500
<1H OCEAN
-118.48
34.27
34
1,231
222
702
222
4.9323
223,700
<1H OCEAN
-116.54
33.81
31
6,814
1,714
2,628
1,341
2.1176
124,100
INLAND
-120.67
37.97
9
7,450
1,475
2,233
930
2.6528
133,000
INLAND
-118.34
33.87
28
2,948
566
1,445
524
5.3743
286,500
<1H OCEAN
-122.71
38.44
27
966
251
462
230
1.7
350,000
<1H OCEAN
-116.96
32.8
16
3,920
1,094
2,612
1,023
1.3291
120,800
<1H OCEAN
-118.32
33.73
25
1,099
168
407
159
7.6886
500,001
NEAR OCEAN
-117.58
33.66
4
3,305
644
1,693
597
5.2497
215,000
<1H OCEAN
-118.03
33.92
30
1,414
332
1,307
315
3
158,300
<1H OCEAN
-117.98
35.1
4
923
166
352
135
4.5724
84,500
INLAND
-117.46
34.04
3
12,870
2,315
5,820
1,759
4.2429
147,300
INLAND
-118.4
34.18
32
3,724
899
1,912
791
3.5711
312,700
<1H OCEAN
-118.26
33.95
44
1,481
329
999
315
1.5147
94,600
<1H OCEAN
-121.29
38.13
20
3,168
514
1,390
490
5
154,800
INLAND
-121.35
38.55
22
2,607
411
1,216
407
5.0427
126,900
INLAND
-118.16
33.97
31
1,363
428
1,897
364
2.3929
191,100
<1H OCEAN
-120.3
37.99
23
1,908
383
984
374
2.517
153,500
INLAND
-121.3
38.66
32
2,915
492
1,292
454
3.3188
117,100
INLAND
-119.03
35.34
36
3,474
645
1,679
616
2.7256
71,900
INLAND
-117.04
32.63
26
2,756
422
1,166
398
5.1354
181,600
NEAR OCEAN
-118.26
34.07
30
929
238
763
214
2.5227
187,500
<1H OCEAN
-119.74
34.44
26
4,257
1,031
1,861
950
3.4047
294,500
NEAR OCEAN
-118.36
33.91
42
1,949
422
1,184
423
4.3333
225,600
<1H OCEAN
-122.23
37.79
49
1,175
217
859
219
2.293
106,300
NEAR BAY
-118.12
34.18
47
2,344
513
1,537
481
3.4777
230,600
INLAND
-117.5
34
15
1,929
317
1,237
316
4.4063
128,500
INLAND
-122.25
37.83
52
1,279
287
534
291
3.1429
231,600
NEAR BAY
-122.46
37.78
52
4,140
984
2,030
892
3.4236
376,800
NEAR BAY
-118.22
34.05
36
1,243
470
1,668
444
1.0714
137,500
<1H OCEAN
-121.63
39.14
39
1,874
411
822
377
2.5038
68,300
INLAND
-117.73
34.06
34
344
108
315
119
3.1786
117,800
INLAND
-121.61
39.52
24
1,610
324
909
323
1.8661
59,800
INLAND
-121.51
38.56
43
1,048
312
1,320
294
1.0649
137,500
INLAND
-118.51
34.16
23
11,154
1,995
4,076
1,809
5.4609
500,001
<1H OCEAN
-118.88
35.34
20
1,351
255
762
253
2.1111
105,300
INLAND
-121.4
36.38
39
2,288
529
1,449
410
3.3289
190,600
<1H OCEAN
-117.66
33.46
28
1,261
233
609
242
5.1024
312,700
<1H OCEAN
-120.96
40.28
19
683
139
302
111
2.5
64,100
INLAND
-118.11
34.06
16
2,416
565
1,750
514
2.8229
163,700
<1H OCEAN
-118.48
34.14
31
9,320
1,143
2,980
1,109
10.3599
500,001
<1H OCEAN
-122.06
37.86
16
5,187
1,014
1,512
986
4.4551
252,400
NEAR BAY
-118.31
34.12
39
3,895
561
1,271
536
8.0073
500,001
<1H OCEAN
-122.21
37.49
24
2,528
947
2,437
861
2.2746
225,000
NEAR BAY
-122.34
40.51
16
2,247
502
1,206
463
1.9946
119,200
INLAND
-118.05
33.96
37
2,622
652
2,778
644
2.9714
160,300
<1H OCEAN
-118.31
33.86
29
2,243
361
1,051
352
6.6632
325,200
<1H OCEAN
-116.35
34.13
9
1,969
406
805
349
1.5491
62,300
INLAND
-118.38
33.87
27
2,287
491
1,101
466
4.675
316,900
<1H OCEAN
-118.09
33.88
27
3,119
635
1,887
567
3.8654
195,300
<1H OCEAN
-121.5
38.57
41
1,124
344
807
316
1.4712
94,600
INLAND
-118.18
33.98
36
903
266
1,068
251
3.0398
165,400
<1H OCEAN
-118.15
33.77
27
3,043
787
1,398
747
3.5528
271,100
NEAR OCEAN
-118.19
33.79
30
3,107
994
3,543
850
1.9387
141,700
NEAR OCEAN
-118.43
34.24
35
1,416
261
995
272
3.7143
178,700
<1H OCEAN
-118.16
34.02
42
814
216
773
208
2.5313
156,900
<1H OCEAN
-117.94
33.78
40
299
68
163
70
3.0125
166,100
<1H OCEAN
-117.29
34.11
48
1,498
448
1,586
455
1.1687
70,800
INLAND
-118.44
34.2
36
2,698
623
1,544
554
2.7375
234,900
<1H OCEAN
-117.48
33.94
29
1,625
336
1,046
320
3.1985
117,300
INLAND
-121
39.75
8
1,116
214
27
39
2.5893
83,000
INLAND
-117.96
33.98
25
1,259
184
599
170
5.7407
302,200
<1H OCEAN
-117.33
33.24
13
4,543
881
2,298
870
2.9386
143,400
NEAR OCEAN
-118.74
34.26
27
3,467
545
1,798
493
4.8717
204,100
<1H OCEAN
-122.47
37.89
23
10,774
1,736
3,895
1,683
7.2905
500,001
NEAR BAY
-121.26
37.88
42
465
93
256
93
3.1719
158,300
INLAND
-118.29
34.01
42
814
223
511
188
2.3942
123,200
<1H OCEAN
-121.95
37.28
19
7,027
1,847
3,759
1,753
3.1509
242,900
<1H OCEAN