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
-122.48
37.78
52
3,047
641
1,427
620
3.4883
337,200
NEAR BAY
-122.11
37.4
31
2,836
490
1,138
481
4.9519
500,001
NEAR BAY
-117.74
34.09
30
3,199
591
2,192
563
3.4871
136,400
INLAND
-118.56
34.19
34
2,185
372
986
347
4.8125
266,700
<1H OCEAN
-118.52
34.46
5
15,341
2,527
7,270
2,320
6.1281
236,200
<1H OCEAN
-117.25
33.3
14
2,513
351
1,151
357
6.3054
359,000
<1H OCEAN
-118.35
34.02
34
3,978
1,073
2,725
1,035
1.7622
167,900
<1H OCEAN
-118.24
33.98
37
1,196
364
1,622
327
2.125
108,900
<1H OCEAN
-118.1
34.06
36
1,463
369
1,492
366
3.25
179,200
<1H OCEAN
-120.3
38.9
11
1,961
435
113
53
0.9227
95,500
INLAND
-122.25
37.82
52
2,474
403
1,104
398
5.883
340,700
NEAR BAY
-116.56
34.06
15
6,928
1,529
2,568
1,075
2.5405
69,600
INLAND
-118.38
33.81
39
2,400
373
877
372
5.7361
500,001
NEAR OCEAN
-121.05
39.23
20
1,634
374
1,053
390
1.5313
154,900
INLAND
-122.01
37.56
24
2,563
485
1,174
501
3.8179
216,100
NEAR BAY
-117.34
34.11
29
2,912
566
2,188
518
3.2656
90,600
INLAND
-118.44
34.2
28
1,732
435
1,198
417
2.9219
241,300
<1H OCEAN
-118.42
33.97
44
1,462
240
562
237
4.9375
365,200
<1H OCEAN
-124.15
40.8
47
1,486
335
765
329
1.755
74,100
NEAR OCEAN
-118.42
34.02
34
2,243
444
973
413
4.9676
414,100
<1H OCEAN
-117.27
34.5
7
2,045
342
878
292
6.0296
194,100
INLAND
-122.29
38.3
52
1,219
288
847
283
1.6691
183,300
NEAR BAY
-118.42
34.02
22
3,292
1,134
1,655
898
3.1746
348,800
<1H OCEAN
-122.69
38.34
12
3,876
782
2,146
764
4.0844
165,400
<1H OCEAN
-122.16
37.74
47
824
223
533
166
2.625
98,200
NEAR BAY
-121.37
38.68
29
3,757
646
2,022
611
3.5429
88,200
INLAND
-117.24
32.79
20
961
278
525
254
3.1838
245,800
NEAR OCEAN
-118.41
33.89
34
2,959
639
1,143
593
6.348
500,001
<1H OCEAN
-118.23
33.96
39
405
163
686
164
1.695
94,800
<1H OCEAN
-122.14
37.69
37
2,141
535
1,093
555
2.9958
178,400
NEAR BAY
-117.66
33.62
16
5,175
799
2,717
813
6.1493
257,800
<1H OCEAN
-118.35
34.28
30
3,214
513
1,700
533
4.6944
248,200
<1H OCEAN
-122.06
37.38
21
1,798
399
837
410
5.6999
470,000
NEAR BAY
-118.36
33.98
29
2,861
816
1,715
775
2.7712
160,900
<1H OCEAN
-122.54
37.93
43
2,998
470
970
430
5.5385
431,800
NEAR BAY
-118.31
33.96
46
1,686
303
870
320
3.4643
136,300
<1H OCEAN
-118.27
34.16
45
1,865
360
973
349
3.6587
321,200
<1H OCEAN
-121.02
37.66
36
3,495
641
1,688
684
3.1568
109,900
INLAND
-117.03
33
6
6,139
793
2,693
770
7.7569
387,400
<1H OCEAN
-122.6
38.48
17
1,528
264
606
251
6.6004
341,500
<1H OCEAN
-118.2
34.07
21
1,353
380
1,688
367
1.9937
139,600
<1H OCEAN
-122.51
37.76
43
2,527
619
1,332
558
3.0465
274,200
NEAR OCEAN
-119.85
37.1
8
828
168
413
146
3.375
80,700
INLAND
-122.09
37.38
36
2,587
416
1,055
410
6.1995
407,200
NEAR BAY
-118.38
33.81
33
2,349
407
954
373
6.4956
483,600
NEAR OCEAN
-119.43
36.63
25
1,784
312
904
303
3.625
107,600
INLAND
-119.5
35.27
23
3,827
696
1,993
617
3.0742
57,900
INLAND
-122.44
37.72
52
1,775
347
1,102
367
4.3125
267,200
NEAR BAY
-117.83
33.88
23
2,365
355
1,209
347
6.0132
259,400
<1H OCEAN
-117.09
32.76
31
1,235
387
816
397
1.5517
122,500
NEAR OCEAN
-118.47
34.26
34
1,300
289
650
291
3.8875
199,200
<1H OCEAN
-121.96
37.95
25
4,026
791
1,850
709
4.1483
181,200
INLAND
-121.93
36.63
41
1,049
198
428
183
4.3571
287,500
NEAR OCEAN
-118.46
34.3
32
2,424
476
2,291
419
4.0337
158,500
<1H OCEAN
-122.18
37.44
44
2,237
347
948
346
8.2436
500,001
NEAR OCEAN
-120.41
34.88
4
3,680
559
1,678
569
5.0639
201,700
<1H OCEAN
-122.35
37.96
29
1,899
524
1,357
443
1.875
97,200
NEAR BAY
-122.63
38.26
7
7,808
1,390
3,551
1,392
4.6069
202,300
<1H OCEAN
-118.29
34.07
22
492
269
634
261
1.6406
300,000
<1H OCEAN
-121.25
38.72
10
7,277
1,168
3,507
1,131
4.485
179,400
INLAND
-122.43
37.77
52
1,862
472
872
471
3.2981
222,700
NEAR BAY
-117.93
33.84
34
2,160
298
852
305
6.0531
287,100
<1H OCEAN
-117.92
33.67
14
6,224
1,679
3,148
1,589
4.2071
430,900
<1H OCEAN
-118.29
33.84
11
2,274
617
1,897
622
3.5094
162,900
<1H OCEAN
-118.29
33.9
42
1,273
309
1,203
348
4.4636
162,000
<1H OCEAN
-117.85
33.81
32
1,766
322
876
330
4.0417
234,500
<1H OCEAN
-118.1
33.85
36
1,473
253
713
257
5.9493
228,000
<1H OCEAN
-118.44
34.16
35
3,080
642
1,362
623
4.1218
328,500
<1H OCEAN
-123.23
39.77
25
2,075
435
991
377
1.2281
60,300
INLAND
-122.43
37.73
52
3,602
738
2,270
647
3.8934
251,800
NEAR BAY
-117.72
34.09
36
1,473
328
785
299
3.2566
151,800
INLAND
-119.87
36.54
34
1,370
287
818
269
2.4044
72,500
INLAND
-118.22
33.79
28
3,008
629
2,537
596
2.3
137,500
NEAR OCEAN
-122.09
37.36
37
2,269
325
930
321
7.5274
500,001
NEAR BAY
-122.21
37.79
45
2,115
533
1,530
474
2.4167
139,400
NEAR BAY
-122.16
37.46
45
2,068
348
844
366
6.227
417,800
NEAR BAY
-118.27
34.18
52
3,034
406
1,158
399
6.2976
498,400
<1H OCEAN
-117.82
34.05
21
4,031
923
2,558
834
3.1641
117,300
<1H OCEAN
-117.89
33.77
29
2,577
445
1,849
470
4.4732
194,800
<1H OCEAN
-122.01
37.98
34
1,256
267
638
252
4.0507
161,000
NEAR BAY
-118.1
34.05
26
1,495
328
1,296
304
2.913
152,300
<1H OCEAN
-118.2
33.88
40
1,699
346
1,188
329
4.2083
147,300
<1H OCEAN
-121.25
38.67
14
6,155
1,034
2,407
941
4.2262
244,300
INLAND
-122.02
37.4
35
2,348
531
1,475
498
4.35
261,000
<1H OCEAN
-122.17
37.76
47
2,118
413
965
382
2.1842
107,900
NEAR BAY
-119.29
34.26
32
3,295
764
1,344
600
3.6007
395,500
NEAR OCEAN
-118.14
33.91
37
932
171
578
175
4.375
177,600
<1H OCEAN
-117.91
33.86
26
2,296
570
1,415
527
2.4732
165,800
<1H OCEAN
-117.76
34.05
36
3,839
1,004
4,711
942
2.3859
116,200
INLAND
-118.36
33.9
40
1,271
276
725
234
5.0452
231,900
<1H OCEAN
-119.33
36.28
16
2,624
527
1,077
520
2.125
104,200
INLAND
-122.93
41.48
20
4,288
789
1,800
660
2.723
79,600
INLAND
-118.02
33.93
33
4,711
988
2,984
931
3.6028
184,700
<1H OCEAN
-118.13
33.76
44
2,532
621
961
550
3.9352
406,900
NEAR OCEAN
-117.7
33.55
12
2,459
390
1,054
391
7.1736
262,100
<1H OCEAN
-116.37
33.19
12
4,890
1,152
1,289
570
2.5795
98,700
INLAND
-122.15
38.06
10
3,008
532
1,381
522
5.3661
195,800
NEAR BAY
-118.85
34.25
17
5,593
732
1,992
660
7.2965
342,900
<1H OCEAN
-118.17
34.12
30
3,376
720
1,990
725
3.7813
232,000
<1H OCEAN
-122.15
37.72
31
1,616
372
739
379
2.9097
210,900
NEAR BAY