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
-120.09
36.19
12
1,923
559
2,809
535
1.4191
55,100
INLAND
-117.3
34.09
40
1,051
244
745
243
2.1842
75,200
INLAND
-118.38
34.21
33
1,981
484
1,665
466
3.0833
179,100
<1H OCEAN
-121.45
38.48
28
2,780
510
1,638
533
2.9571
103,100
INLAND
-118.3
34.02
27
2,190
626
1,768
528
1.2446
103,800
<1H OCEAN
-118.69
34.18
11
1,177
138
415
119
10.0472
500,001
<1H OCEAN
-122.44
37.74
23
6,291
1,269
2,818
1,198
4.2672
391,900
NEAR BAY
-121.24
38.7
13
3,243
488
1,585
480
5.7133
166,800
INLAND
-120.9
38.2
16
3,120
641
1,319
526
2.0472
93,200
INLAND
-122.25
37.81
39
854
242
389
228
3.125
237,500
NEAR BAY
-117.92
33.72
17
3,318
502
1,520
498
5.5501
274,200
<1H OCEAN
-118.4
34.15
41
2,394
500
837
417
4.3889
380,400
<1H OCEAN
-117.92
33.74
24
5,321
1,063
4,011
1,047
4.3882
189,300
<1H OCEAN
-118.31
34.02
52
1,832
441
1,186
420
1.2434
98,400
<1H OCEAN
-117.39
33.92
25
2,886
583
2,327
577
2.3851
113,700
INLAND
-119.07
35.33
13
9,027
1,901
4,870
1,797
3.406
100,700
INLAND
-118.38
34.18
24
1,983
651
2,251
574
2.4792
200,000
<1H OCEAN
-122.28
37.87
46
3,022
696
1,293
675
2.543
220,700
NEAR BAY
-118.29
34.02
26
2,001
582
2,044
557
1.1563
118,800
<1H OCEAN
-118.3
33.88
35
3,227
749
1,881
696
2.8445
242,100
<1H OCEAN
-118.58
34.22
35
1,969
339
950
340
4.875
230,400
<1H OCEAN
-117.46
34.14
10
714
131
381
119
0.8926
116,100
INLAND
-114.65
33.6
28
1,678
322
666
256
2.9653
94,900
INLAND
-117.98
33.76
23
1,553
518
1,988
474
2.1375
150,000
<1H OCEAN
-118.45
34.21
30
2,331
733
2,172
707
2.1888
195,600
<1H OCEAN
-124.15
40.81
50
340
74
235
83
1.75
67,500
NEAR OCEAN
-117.67
34.04
13
1,543
null
776
358
3.0598
99,700
INLAND
-122.74
38.42
42
2,050
434
1,073
416
2.375
141,000
<1H OCEAN
-122.19
37.76
41
921
207
522
159
1.2083
72,500
NEAR BAY
-118.4
34.19
30
521
126
306
129
4.1125
216,700
<1H OCEAN
-118.23
34.1
38
1,051
249
799
229
2.712
143,800
<1H OCEAN
-121.63
39.15
27
2,991
637
1,419
606
1.8849
73,500
INLAND
-119.34
36.21
30
749
214
537
199
0.8229
68,400
INLAND
-118.88
34.19
26
2,296
275
842
263
7.7889
309,900
<1H OCEAN
-122.33
37.95
45
1,585
329
981
373
3.0313
135,800
NEAR BAY
-118.97
35.37
34
1,379
333
1,156
315
1.7197
48,900
INLAND
-118.29
34
52
2,579
494
1,558
458
2.0809
109,600
<1H OCEAN
-119.82
36.82
28
2,268
336
752
330
5.2809
151,500
INLAND
-118.19
33.93
44
1,613
345
1,227
342
3.1667
145,700
<1H OCEAN
-121.93
37.74
16
3,326
419
1,272
402
6.8806
343,500
<1H OCEAN
-122.27
37.89
52
3,046
373
975
365
8.8342
430,500
NEAR BAY
-116.99
32.81
18
10,968
1,521
4,439
1,501
6.2787
250,000
<1H OCEAN
-121.98
37.97
26
2,714
390
1,232
409
5.9617
231,100
INLAND
-122.45
37.9
30
3,763
717
1,292
632
8.4888
500,001
NEAR BAY
-119.69
36.82
17
1,897
433
1,207
384
1.8021
55,900
INLAND
-121.22
38.16
24
4,411
776
2,038
732
3.475
151,200
INLAND
-122.06
37.95
36
2,213
386
950
370
4.7386
186,400
NEAR BAY
-118.2
34.69
5
9,076
1,503
7,694
1,278
4.875
163,400
INLAND
-117.09
32.79
31
2,019
417
872
386
3.1964
177,700
NEAR OCEAN
-117.93
34.03
30
2,246
446
1,837
431
4.7917
164,500
<1H OCEAN
-122.91
38.46
18
2,021
null
912
329
4.5
251,900
<1H OCEAN
-118.21
34.09
37
1,822
498
1,961
506
1.9881
159,200
<1H OCEAN
-118.12
33.96
38
2,105
348
956
350
4.4125
246,000
<1H OCEAN
-120.09
34.61
11
586
125
317
74
2.8906
84,400
NEAR OCEAN
-117.07
32.79
25
2,489
314
911
309
7.8336
277,600
NEAR OCEAN
-119.65
36.33
52
1,257
257
624
243
2.3523
59,100
INLAND
-117.88
33.89
16
959
176
353
185
4.5
173,300
<1H OCEAN
-118.44
34.29
35
2,606
447
1,555
404
4.6864
193,800
<1H OCEAN
-117.36
34.1
33
1,904
343
1,366
338
3.6227
92,800
INLAND
-118.13
34.01
45
1,179
268
736
252
2.7083
161,800
<1H OCEAN
-117.65
33.57
5
1,998
500
1,185
446
4.3542
195,600
<1H OCEAN
-117.84
33.76
14
1,458
423
615
365
4.2798
218,800
<1H OCEAN
-117.27
33.2
23
2,145
379
1,360
404
4.2054
150,700
<1H OCEAN
-117.9
33.61
19
2,897
413
860
367
13.1738
500,001
<1H OCEAN
-116.87
34.24
15
4,419
822
622
267
3.9688
182,800
INLAND
-119.31
36.34
14
2,985
607
2,250
607
2.1602
65,200
INLAND
-122.14
37.73
51
2,619
403
922
393
4.6042
251,900
NEAR BAY
-122.43
37.63
34
4,135
687
2,154
742
4.9732
342,300
NEAR OCEAN
-121.7
39.36
37
2,330
495
1,505
470
2.0474
56,000
INLAND
-122.45
37.72
45
964
173
613
201
2.9119
228,900
NEAR BAY
-122.37
40.58
25
2,054
495
835
475
2.1538
76,900
INLAND
-117.86
33.72
32
1,461
340
1,909
346
3.5511
159,100
<1H OCEAN
-117.78
34.13
18
7,798
1,161
3,710
1,227
5.8819
260,500
INLAND
-120.26
37.13
33
1,239
250
648
227
2.0278
58,800
INLAND
-118.15
33.89
30
4,426
995
4,196
921
3.274
148,300
<1H OCEAN
-122.1
40.05
26
633
129
305
140
2.1827
72,700
INLAND
-117.08
33.04
10
2,577
347
1,193
365
6.53
264,100
<1H OCEAN
-116.96
32.8
24
2,493
693
1,420
643
1.8357
104,200
<1H OCEAN
-120.44
34.96
39
1,228
379
851
341
1.899
113,300
<1H OCEAN
-121.87
37.38
14
3,851
534
2,052
478
7.0735
335,600
<1H OCEAN
-117.95
33.79
34
2,584
408
1,233
405
5.6935
218,300
<1H OCEAN
-122.72
38.58
4
7,042
1,100
2,936
1,043
5.0555
240,800
<1H OCEAN
-117.33
34.17
5
4,718
1,140
2,564
1,056
2.9877
119,900
INLAND
-122.29
37.84
35
1,872
419
1,017
414
2.2106
132,500
NEAR BAY
-118.34
34.09
14
3,032
999
1,691
841
2.2
210,000
<1H OCEAN
-117.38
34.22
16
774
122
489
136
5.7628
221,300
INLAND
-118.31
33.88
33
2,147
505
1,371
498
2.4219
260,700
<1H OCEAN
-117.2
33.72
8
5,528
1,073
1,674
918
2.5335
110,100
<1H OCEAN
-121.02
37.48
26
467
null
244
83
4.1346
187,500
INLAND
-121.01
37.67
37
2,483
459
1,072
445
3.0721
108,100
INLAND
-117.39
34.11
16
1,140
181
627
206
4.9444
132,700
INLAND
-122.43
37.79
52
3,486
847
1,248
813
7.2623
500,001
NEAR BAY
-116
34.12
32
3,163
712
1,358
544
2.125
57,700
INLAND
-118.05
34.12
20
5,218
959
2,302
850
3.55
476,700
INLAND
-118.12
34.17
52
2,948
542
1,363
495
4.7098
287,900
INLAND
-118.37
34.05
52
1,563
306
776
308
3.625
440,900
<1H OCEAN
-118.99
35.39
39
2,228
542
1,516
435
1.6009
48,800
INLAND
-121.41
40.82
16
2,668
516
915
362
2.3393
90,300
INLAND
-118.22
33.97
47
1,058
295
1,097
274
2.881
183,300
<1H OCEAN
-121.26
37.96
43
527
133
367
152
2.5
63,600
INLAND