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
-119.85
36.81
15
1,743
310
1,011
325
3.755
68,000
INLAND
-122.12
37.28
21
349
64
149
56
5.8691
360,000
<1H OCEAN
-118.46
34.27
28
1,865
463
1,182
440
2.6193
172,300
<1H OCEAN
-120.74
39.82
9
1,955
398
294
122
3.9583
126,500
INLAND
-121.96
36.97
23
4,324
1,034
1,844
875
3.0777
263,800
NEAR OCEAN
-118.41
33.89
31
702
161
236
144
5.0497
500,001
<1H OCEAN
-122.2
37.47
37
1,403
369
1,587
331
2.8258
232,800
NEAR BAY
-118.18
33.86
39
2,925
732
1,702
642
2.375
160,800
<1H OCEAN
-118.5
34.19
35
2,720
490
1,158
445
5.0796
228,300
<1H OCEAN
-121.49
38.58
52
569
405
509
367
0.9196
137,500
INLAND
-116.86
33.73
13
2,604
443
978
417
2.933
170,700
INLAND
-118.26
34.12
45
2,839
698
1,768
653
3.1306
214,000
<1H OCEAN
-118.31
34.08
30
1,390
457
1,460
423
2.2422
254,500
<1H OCEAN
-118.85
34.21
25
1,328
209
691
228
4.9234
241,400
<1H OCEAN
-118.06
33.99
45
1,471
255
670
250
4.5478
188,000
<1H OCEAN
-118.11
33.87
15
3,254
598
1,772
618
5.0417
240,800
<1H OCEAN
-118.05
34.1
30
2,143
427
1,107
416
4.2321
252,200
INLAND
-118.04
33.97
34
1,759
431
1,282
391
3.0491
158,200
<1H OCEAN
-118.15
33.78
17
1,584
435
904
406
2.0875
181,300
NEAR OCEAN
-121
37.68
29
2,911
445
1,170
460
4.9904
158,100
INLAND
-118.3
34.05
42
1,476
610
1,605
545
1.721
214,300
<1H OCEAN
-118.18
37.35
16
3,806
794
1,501
714
2.1212
108,300
INLAND
-118.25
33.99
41
2,215
544
2,054
480
1.5272
100,300
<1H OCEAN
-118.44
33.99
44
305
72
156
70
5.9641
275,000
<1H OCEAN
-117.08
32.58
15
1,462
274
1,002
271
3.9698
142,700
NEAR OCEAN
-120.68
37.47
33
1,028
226
658
197
2.3043
66,300
INLAND
-122.46
37.75
52
1,590
236
622
232
5.8151
500,001
NEAR BAY
-117.16
32.8
25
1,399
329
1,308
355
2.5682
187,500
NEAR OCEAN
-122.25
37.79
45
1,786
526
1,475
460
1.7772
97,500
NEAR BAY
-117.58
33.65
4
1,606
498
815
426
3.375
500,001
<1H OCEAN
-117.13
33.14
5
2,618
539
1,320
512
4.1053
171,400
<1H OCEAN
-121.94
37.24
19
1,741
294
632
279
5.5944
290,500
<1H OCEAN
-117.73
34.01
36
2,340
392
1,213
388
4.125
213,000
INLAND
-117.93
33.76
24
3,202
703
3,308
714
4.1577
174,100
<1H OCEAN
-117.72
33.49
4
3,623
734
1,129
530
5.7281
500,001
<1H OCEAN
-118.45
34.03
41
2,083
528
993
481
4.0231
353,900
<1H OCEAN
-117.22
32.74
41
2,621
542
1,074
471
2.4016
287,500
NEAR OCEAN
-118.36
34.04
34
3,239
806
2,331
765
2.0538
125,800
<1H OCEAN
-117.09
32.7
15
869
217
887
216
1.4583
84,200
NEAR OCEAN
-118.27
33.79
26
2,109
651
2,120
605
2.1447
158,700
<1H OCEAN
-122.11
37.88
37
4,005
614
1,602
606
6.4666
348,200
NEAR BAY
-118.28
33.74
16
855
271
486
250
0.7591
350,000
NEAR OCEAN
-117.8
34.02
23
3,351
591
1,535
522
5.0869
230,600
<1H OCEAN
-119.29
36.34
10
1,832
455
1,664
429
2.0227
53,300
INLAND
-122.18
37.75
45
990
261
901
260
2.1731
82,000
NEAR BAY
-118.59
34.23
17
6,592
1,525
4,459
1,463
3.0347
254,500
<1H OCEAN
-118.34
33.94
37
3,107
903
3,456
734
2.182
147,500
<1H OCEAN
-116.74
33.33
17
4,190
946
1,802
673
2.4744
158,200
INLAND
-117.72
33.53
14
1,672
295
704
293
5.1129
251,300
<1H OCEAN
-118.87
35.37
14
2,458
433
1,352
411
3.5441
87,000
INLAND
-122.02
38.26
27
3,440
787
2,085
748
2.5896
104,700
INLAND
-124.13
40.78
34
2,142
420
1,056
382
2.1101
86,900
NEAR OCEAN
-118.43
34.23
35
2,049
390
1,286
385
4.4432
181,500
<1H OCEAN
-118.42
33.9
43
1,394
321
552
296
5.9596
500,001
<1H OCEAN
-118.65
34.21
5
5,429
665
2,315
687
9.6465
500,001
<1H OCEAN
-120.9
39.93
23
2,679
546
1,424
529
2.8812
81,900
INLAND
-120.36
40.45
19
689
143
355
127
1.7333
70,000
INLAND
-118.42
34.04
51
1,975
348
771
357
6.626
500,001
<1H OCEAN
-118.11
33.79
36
2,223
370
1,039
370
5.7942
257,000
<1H OCEAN
-121.1
37.8
35
1,853
331
958
340
3.3578
149,000
INLAND
-118.97
37.64
14
2,284
622
342
137
3.0921
87,500
INLAND
-122.66
38.47
23
2,246
437
1,035
386
3.7617
172,600
<1H OCEAN
-122.07
38.41
17
3,053
595
1,434
557
3.4741
245,800
INLAND
-117.37
33.94
14
9,286
1,269
3,565
1,238
6.6635
219,600
INLAND
-117.44
33.94
32
2,349
452
1,479
425
3.9118
114,100
INLAND
-117.28
33.92
35
3,623
841
2,721
766
2.1574
86,900
INLAND
-122.39
37.8
25
4,561
1,474
1,525
1,169
4.5581
500,001
NEAR BAY
-121.88
37.66
29
2,702
680
1,360
642
3.1127
233,000
INLAND
-122.06
38.26
36
1,248
221
672
222
3.3839
105,900
INLAND
-120.25
38.03
21
4,924
966
1,175
454
2.9457
116,500
INLAND
-121.37
38.41
14
3,727
685
1,741
646
3.5625
125,700
INLAND
-118.38
34.21
35
1,468
303
1,295
300
3.7708
170,600
<1H OCEAN
-122.46
37.71
52
1,580
337
1,425
330
4.0547
246,200
NEAR OCEAN
-118.22
33.86
16
8,732
1,489
3,944
1,493
5.1948
203,500
<1H OCEAN
-118.23
33.89
16
5,003
1,180
4,145
1,159
2.1389
133,400
<1H OCEAN
-122.48
38.32
31
1,701
363
680
324
3.1375
192,100
<1H OCEAN
-118.28
33.99
46
2,577
703
2,446
687
1.275
98,300
<1H OCEAN
-117.24
33.95
11
6,617
1,118
3,710
1,087
4.7877
132,600
INLAND
-118.31
34.02
46
1,976
469
1,409
431
2.2981
112,100
<1H OCEAN
-118.18
33.94
43
2,724
612
2,340
570
2.7
165,000
<1H OCEAN
-123.11
39.32
20
2,745
504
1,421
430
3.3431
137,500
INLAND
-117.23
32.75
11
4,304
1,245
1,960
1,105
3.3456
159,800
NEAR OCEAN
-118.14
33.94
35
2,987
601
1,561
606
4.0039
226,500
<1H OCEAN
-122.25
37.46
33
6,841
950
2,681
980
7.1088
443,300
NEAR OCEAN
-118.65
34.19
27
2,772
511
1,346
497
5.2016
243,000
<1H OCEAN
-118.56
34.14
23
9,657
1,189
3,585
1,162
10.4399
500,001
<1H OCEAN
-122.44
37.76
38
2,202
452
833
435
6.8939
455,900
NEAR BAY
-122.01
37.25
31
1,574
193
551
191
10.2311
500,001
<1H OCEAN
-118.56
34.21
36
1,286
242
788
248
3.5333
196,800
<1H OCEAN
-122.03
37.69
20
200
25
83
31
6.5
340,000
NEAR BAY
-121.38
38.64
19
4,563
1,069
2,256
926
2.1472
143,400
INLAND
-119.58
36.69
42
1,032
215
812
225
1.9766
58,100
INLAND
-120.81
38.67
14
8,396
1,578
3,952
1,474
3.0565
118,800
INLAND
-120.57
34.96
38
1,145
297
1,107
296
2.1776
89,100
NEAR OCEAN
-118.2
33.9
26
1,000
275
1,178
263
2.12
105,000
<1H OCEAN
-117.34
34.51
6
5,667
1,385
2,447
1,199
2.3617
103,100
INLAND
-122.19
37.78
49
1,183
205
496
209
5.2328
174,200
NEAR BAY
-118.3
34.25
36
1,300
304
688
261
3.1523
176,700
<1H OCEAN
-121.69
38.16
33
1,808
363
824
340
3.2937
96,400
INLAND
-122.16
37.74
52
771
147
355
144
4.1458
143,400
NEAR BAY