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
-118.29
34.1
39
631
298
744
274
2.7054
162,500
<1H OCEAN
-118.18
33.77
45
1,434
627
735
518
1.5
162,500
NEAR OCEAN
-116.93
32.8
19
1,867
538
1,219
468
2.0685
130,000
<1H OCEAN
-121.95
38.35
16
2,084
292
1,099
292
5.8269
150,200
INLAND
-122.69
38.46
32
2,970
504
1,117
512
5
275,900
<1H OCEAN
-118.02
34.1
36
1,928
361
1,008
368
4.733
233,700
INLAND
-121.52
39.43
15
2,119
389
1,079
374
2.3566
80,400
INLAND
-117.74
33.97
4
9,755
1,748
4,662
1,583
5.6501
254,900
<1H OCEAN
-118.27
33.94
39
2,078
561
1,901
504
1.1468
96,900
<1H OCEAN
-118.21
34.05
28
950
357
1,485
345
1.9271
136,400
<1H OCEAN
-118.62
34.2
29
2,421
402
1,120
388
5.0309
244,800
<1H OCEAN
-117.41
33.97
34
2,316
365
956
389
4.337
157,800
INLAND
-121.26
37.99
27
429
102
179
90
2.3333
87,500
INLAND
-118.04
34.12
44
2,007
288
921
307
6.5989
500,001
INLAND
-118.08
33.78
34
2,287
347
1,051
346
5.5767
372,000
<1H OCEAN
-118.08
34.13
35
1,897
279
733
291
7.4185
500,001
INLAND
-121.42
38.56
21
2,066
748
2,548
734
1.3571
55,000
INLAND
-118.83
35.2
17
1,959
484
1,763
453
2.1357
53,500
INLAND
-119.84
36.84
12
2,396
290
863
258
8.7716
229,200
INLAND
-117.08
33.01
5
5,659
931
2,565
902
6.1949
238,700
<1H OCEAN
-117.86
33.79
42
1,024
191
483
187
4.105
194,500
<1H OCEAN
-119.7
34.36
35
1,604
334
904
337
4.7411
336,400
NEAR OCEAN
-122.01
37.39
26
2,500
962
2,374
879
3.5586
222,200
<1H OCEAN
-117.21
33.02
26
3,194
454
1,032
406
10.156
500,001
NEAR OCEAN
-122.17
37.75
41
1,257
271
828
230
2.5043
92,300
NEAR BAY
-121.46
38.58
40
1,394
397
689
353
1.7765
109,800
INLAND
-117.22
32.83
34
2,936
597
1,512
571
3.7841
176,900
NEAR OCEAN
-121.69
39.36
29
2,220
471
1,170
428
2.3224
56,200
INLAND
-118.2
34.04
52
1,249
307
1,223
297
2.07
136,300
<1H OCEAN
-117.9
34.05
33
629
76
253
75
7.6286
330,400
<1H OCEAN
-118.29
34.01
50
2,238
673
2,247
583
1.6505
125,000
<1H OCEAN
-121.22
39.11
14
1,405
269
660
228
3.0804
156,800
INLAND
-118.03
33.97
22
2,185
623
1,644
606
2.593
192,000
<1H OCEAN
-117.96
34.06
34
2,226
381
1,464
365
4.4102
183,200
<1H OCEAN
-122.04
37.88
32
3,250
550
1,230
557
4.6424
312,700
NEAR BAY
-118.34
34.04
42
1,681
360
987
337
2.6
171,400
<1H OCEAN
-118.46
33.99
52
1,158
253
528
253
3.5234
334,700
<1H OCEAN
-120.61
35.1
17
2,799
637
2,015
592
3.0536
143,600
<1H OCEAN
-117.98
33.83
32
1,133
166
523
187
6.213
230,800
<1H OCEAN
-117.89
33.71
23
1,422
260
1,092
263
4.7422
202,400
<1H OCEAN
-122.59
38.92
15
1,410
329
599
273
2.1953
75,000
INLAND
-117.97
34.01
33
3,530
700
2,959
679
3.7459
152,900
<1H OCEAN
-121.37
38.55
21
2,713
432
1,287
440
4.5815
125,500
INLAND
-118.32
34.05
42
3,292
713
2,224
674
3.5517
291,500
<1H OCEAN
-122.11
37.7
23
1,689
461
828
443
2.1552
161,400
NEAR BAY
-122
37.3
29
3,429
524
1,518
520
7.218
400,700
<1H OCEAN
-122.73
38.46
14
4,042
1,298
2,323
1,158
2.0651
135,400
<1H OCEAN
-121.24
39.22
14
983
163
399
161
2.2917
145,100
INLAND
-118.22
33.98
30
1,971
645
2,650
605
2.0357
169,900
<1H OCEAN
-118.14
34.03
45
1,569
359
1,203
359
2.4612
180,500
<1H OCEAN
-118.15
33.89
33
2,848
641
2,319
647
3.407
190,800
<1H OCEAN
-118.15
33.96
33
1,201
340
1,482
334
2.4821
150,000
<1H OCEAN
-118.49
34.13
24
4,394
null
1,443
528
11.2979
500,001
<1H OCEAN
-122.17
37.73
52
1,555
289
620
292
3.7159
183,300
NEAR BAY
-117.59
34.1
17
3,646
1,035
1,987
895
2.3603
139,300
INLAND
-121.26
38.66
8
1,145
241
447
216
4.0781
124,300
INLAND
-118.37
33.93
46
1,130
201
503
196
4.4861
246,300
<1H OCEAN
-118.21
33.93
39
354
73
184
58
2.7679
108,900
<1H OCEAN
-117.92
33.86
26
745
161
247
151
3.6375
133,900
<1H OCEAN
-118.16
34.09
52
1,722
448
1,122
425
3.1204
224,000
<1H OCEAN
-120.57
37.43
39
2,235
412
1,268
402
2.6758
74,600
INLAND
-121.12
38
36
683
159
505
141
3.4265
158,900
INLAND
-117.14
33.12
7
6,126
1,032
2,662
923
4.9005
264,000
<1H OCEAN
-117.19
32.85
15
2,895
498
1,164
443
5.102
417,500
NEAR OCEAN
-116.48
33.84
5
5,480
1,371
1,050
485
1.7204
137,500
INLAND
-121.22
38
35
1,841
300
783
285
2.8167
162,100
INLAND
-117.85
34
26
2,712
402
1,389
377
5.6513
227,900
<1H OCEAN
-121.29
37.96
50
1,669
558
1,340
484
1.3191
92,300
INLAND
-121.77
36.93
33
1,406
317
1,075
301
3.2813
190,000
<1H OCEAN
-122.78
38.53
9
3,659
652
1,889
632
4.2716
250,800
<1H OCEAN
-121.04
39.24
48
1,188
227
471
219
2.3125
125,700
INLAND
-117.86
33.73
26
1,702
456
2,776
463
2.6385
180,200
<1H OCEAN
-122.23
37.8
50
1,746
480
1,149
415
2.25
123,500
NEAR BAY
-121.82
39.73
44
2,923
659
1,371
626
2.2925
85,800
INLAND
-118.29
33.99
43
1,902
398
1,153
363
1.9375
112,900
<1H OCEAN
-122.05
37.61
16
1,642
346
705
351
2.8971
163,900
NEAR BAY
-118.3
33.96
47
2,112
417
1,161
368
3.9722
117,400
<1H OCEAN
-118.08
33.77
26
3,083
806
960
723
1.9074
68,500
<1H OCEAN
-122.87
38.39
34
1,138
205
541
180
4.5147
271,400
<1H OCEAN
-120.41
37.16
21
1,684
341
1,052
312
2.0809
95,800
INLAND
-119.34
37.12
23
1,881
380
64
37
3.875
125,000
INLAND
-116.57
33.84
18
7,962
1,652
2,009
921
3.3897
230,200
INLAND
-118.38
34.05
35
3,517
879
1,632
784
3.0956
500,001
<1H OCEAN
-118.1
34.17
48
1,111
229
421
202
3.2813
268,100
INLAND
-117.37
33.97
34
3,676
697
2,653
682
2.5804
92,400
INLAND
-117.86
34.13
33
2,383
428
1,269
421
4.636
245,500
INLAND
-121.2
38.67
10
3,875
668
1,632
593
4.6902
171,000
INLAND
-122.51
37.91
2
647
136
203
118
6.641
310,000
NEAR BAY
-121.2
39.2
16
1,039
182
554
184
2.9688
128,300
INLAND
-118.28
33.8
38
1,471
329
1,207
335
4
165,500
<1H OCEAN
-121.97
37.54
28
2,312
496
1,344
467
4.7135
203,200
<1H OCEAN
-121.69
37.14
12
4,077
590
1,618
540
5.2951
386,200
<1H OCEAN
-118.28
33.78
20
2,233
591
1,915
558
3.2011
169,100
<1H OCEAN
-121.42
37.74
45
818
144
340
138
4.8021
133,500
INLAND
-121.31
37.93
21
1,556
314
1,140
304
2.4667
81,400
INLAND
-118.37
33.92
36
1,075
197
509
197
4.9688
238,900
<1H OCEAN
-121.39
38.67
35
562
174
240
106
0.9338
112,500
INLAND
-118.3
34.06
20
1,782
896
1,749
823
2.2094
75,000
<1H OCEAN
-117.68
34.07
32
1,775
314
1,067
302
4.0375
121,300
INLAND
-121.43
38.56
46
1,316
244
452
245
3.0938
137,800
INLAND