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
-122.39
37.76
52
3,390
691
1,645
596
3.7051
253,700
NEAR BAY
-117.18
34.3
33
399
87
71
27
1.875
71,300
INLAND
-117.88
33.82
26
1,783
298
1,048
306
6.0488
232,000
<1H OCEAN
-117.68
33.47
7
4,458
731
1,731
704
6.126
285,600
<1H OCEAN
-122.15
37.46
52
1,803
257
683
259
10.9508
500,001
NEAR BAY
-121.99
37.37
27
1,797
538
1,610
531
4.2422
237,500
<1H OCEAN
-116.83
32.83
6
3,123
495
1,513
480
5.4288
167,800
<1H OCEAN
-120.63
35.59
9
5,782
1,184
3,026
1,130
2.6528
113,500
<1H OCEAN
-119.4
36.53
28
2,201
429
1,524
412
2.75
65,000
INLAND
-120.61
35.06
13
2,364
421
1,257
380
4.6167
273,100
<1H OCEAN
-119.03
35.45
14
3,520
604
1,748
582
4.3162
87,100
INLAND
-118.4
34.07
22
2,170
593
850
520
2.9107
500,001
<1H OCEAN
-121.73
38.56
30
3,306
629
1,623
648
2.8614
145,200
INLAND
-118.18
33.77
36
1,833
688
1,128
620
1.1483
112,500
NEAR OCEAN
-117.23
32.86
16
1,200
468
648
443
3.045
100,000
NEAR OCEAN
-119.33
36.32
23
3,137
628
1,446
548
2.5
85,500
INLAND
-122.47
38.5
23
2,191
415
959
361
4.1993
214,500
INLAND
-121.44
37.76
5
7,264
1,285
3,670
1,146
5.0443
194,800
INLAND
-122.02
37.26
24
2,411
299
847
299
10.2666
500,001
<1H OCEAN
-117.1
32.58
29
1,061
202
759
206
4.8646
136,800
NEAR OCEAN
-118.13
33.79
20
6,678
1,797
3,625
1,599
3.7716
242,900
NEAR OCEAN
-117.21
32.8
34
1,398
222
532
244
3.7102
289,600
NEAR OCEAN
-117.99
33.7
13
4,013
903
1,999
859
4.625
248,800
<1H OCEAN
-118.2
33.83
35
3,737
613
1,305
583
7.2096
490,300
NEAR OCEAN
-118.96
36.49
24
1,268
269
636
183
1.742
118,800
INLAND
-117.87
34.11
23
4,066
819
2,105
737
4.6556
199,600
<1H OCEAN
-122.33
37.93
27
2,158
424
1,220
442
3.0156
111,500
NEAR BAY
-120.76
37.44
18
2,003
398
1,333
411
2.7562
90,500
INLAND
-117.99
33.68
13
4,000
883
1,999
881
4.7245
273,600
<1H OCEAN
-118.17
34.02
34
760
219
968
202
1.7813
145,000
<1H OCEAN
-117.05
33.11
18
4,393
642
2,095
677
5.4786
223,500
<1H OCEAN
-120.35
37.31
17
605
159
416
83
2
87,500
INLAND
-117.9
33.8
27
2,176
442
1,440
418
4.375
212,500
<1H OCEAN
-118.41
34
35
684
161
381
159
2.8393
272,000
<1H OCEAN
-122.04
37.96
27
2,587
729
1,500
623
1.837
175,000
NEAR BAY
-121.32
37.96
46
1,832
365
975
373
2.0398
88,100
INLAND
-118.26
34.15
14
2,981
894
1,941
863
3
178,600
<1H OCEAN
-121.83
37.26
7
3,609
751
1,739
682
4.5033
213,100
<1H OCEAN
-122.02
37.84
34
1,879
265
729
263
7.7072
443,800
NEAR BAY
-116.14
34.22
32
3,298
1,228
763
360
1.875
47,800
INLAND
-119.57
36.1
16
1,461
400
1,201
384
1.5727
54,800
INLAND
-118.2
33.96
37
2,127
533
2,021
480
2.9773
164,600
<1H OCEAN
-117.98
33.91
16
10,621
1,782
3,836
1,480
5.0923
257,200
<1H OCEAN
-122.32
37.57
42
2,574
614
2,377
588
3.2891
237,900
NEAR OCEAN
-122.27
37.56
17
3,211
847
1,553
812
4.9434
292,100
NEAR BAY
-122.51
37.99
32
4,138
632
1,541
626
5.5791
433,300
NEAR BAY
-122.42
37.76
37
1,291
588
1,846
557
1.3365
225,000
NEAR BAY
-122.35
37.96
36
2,191
531
1,563
524
2.5164
114,200
NEAR BAY
-118.32
33.97
46
1,504
270
814
306
4.3919
157,100
<1H OCEAN
-117.04
32.68
13
2,132
425
1,345
432
4
89,300
NEAR OCEAN
-117.96
34.1
30
2,775
657
2,847
642
3.2266
141,800
INLAND
-117.85
33.86
18
329
72
209
71
4.6806
187,500
<1H OCEAN
-117.14
32.71
52
979
314
975
297
1.2375
100,000
NEAR OCEAN
-117.03
33.18
17
5,391
886
2,732
830
5.1771
212,800
<1H OCEAN
-118.49
34.25
30
2,871
470
1,335
458
5.0232
253,900
<1H OCEAN
-118.26
34.07
46
2,341
703
2,371
648
2.4038
181,700
<1H OCEAN
-117.86
33.67
16
20
5
15
5
3.875
450,000
<1H OCEAN
-118.11
33.75
24
1,608
314
592
314
5.0926
390,500
NEAR OCEAN
-121.91
37.68
18
3,631
547
1,700
520
5.817
257,300
<1H OCEAN
-120.61
37.03
34
1,841
354
1,019
356
1.7841
67,500
INLAND
-121.35
38.54
12
16,239
3,358
8,656
3,234
3.5691
116,300
INLAND
-117.91
34.12
33
1,391
309
1,038
298
4.1944
149,500
<1H OCEAN
-117.87
34.07
21
4,723
882
2,210
768
3.8167
258,700
<1H OCEAN
-118.13
34.19
48
2,539
425
930
364
4.7269
303,900
INLAND
-119.21
34.31
22
7,548
1,038
2,855
1,008
6.729
409,300
NEAR OCEAN
-117.63
33.47
4
1,969
280
805
271
7.6012
310,800
NEAR OCEAN
-122.19
37.71
36
361
69
158
58
5.5461
262,500
NEAR BAY
-118.51
34.27
36
2,276
429
1,001
419
4.1042
252,100
<1H OCEAN
-121.44
38.49
31
4,297
788
2,083
771
3.3878
109,300
INLAND
-118.31
34.05
38
1,864
515
1,768
439
1.9336
190,600
<1H OCEAN
-121.45
37.75
15
3,846
677
2,360
635
4.6173
164,800
INLAND
-122.24
37.46
36
4,686
781
2,254
845
6.1043
343,500
NEAR OCEAN
-121.03
39.37
15
1,337
326
1,172
306
2.6341
85,000
INLAND
-122.08
37.37
29
1,229
null
707
194
7.1108
465,000
NEAR BAY
-122.86
40.56
12
1,350
300
423
172
1.7393
81,300
INLAND
-118.14
33.94
31
2,841
774
1,612
708
2.9205
196,600
<1H OCEAN
-120.05
36.72
24
1,961
422
1,559
374
1.8299
57,800
INLAND
-118
34.13
24
2,584
520
1,869
503
3.2841
167,000
INLAND
-122.72
38.48
23
2,296
356
902
334
6.0298
289,100
<1H OCEAN
-117.58
33.89
14
1,731
404
1,269
351
2.3654
107,900
INLAND
-117.89
34.07
32
2,374
450
1,580
427
3.8837
200,300
<1H OCEAN
-120.76
38.6
14
2,925
625
1,226
437
2.5865
133,800
INLAND
-117.21
32.75
27
2,072
534
1,118
510
2.8043
262,100
NEAR OCEAN
-118.4
33.89
36
2,127
314
807
306
8.1596
500,001
<1H OCEAN
-117.91
34.05
35
3,189
null
1,727
500
5.0758
211,100
<1H OCEAN
-118.29
33.89
33
2,138
567
1,072
528
2.7428
208,900
<1H OCEAN
-118.2
33.9
33
1,435
322
1,298
299
2.7813
105,100
<1H OCEAN
-117.1
32.75
21
2,063
609
1,686
558
1.4828
94,800
NEAR OCEAN
-124.08
40.87
29
1,710
469
990
425
1.1479
101,100
NEAR OCEAN
-119.8
36.75
41
1,659
466
1,391
447
1.3527
61,200
INLAND
-117.04
32.65
8
8,806
1,401
3,159
1,059
4.2155
247,800
NEAR OCEAN
-119.69
34.43
37
2,801
497
1,150
476
5.8311
387,700
<1H OCEAN
-122.29
37.89
52
2,269
380
1,004
371
5.1696
261,400
NEAR BAY
-118.42
34
14
3,771
1,180
2,355
978
3.1603
287,500
<1H OCEAN
-117.8
33.7
5
1,549
378
735
355
5.2923
194,000
<1H OCEAN
-121.06
39.04
14
1,651
279
633
261
4.2802
194,800
INLAND
-117.11
32.78
16
2,470
830
1,170
724
3.5562
73,500
NEAR OCEAN
-118.27
34.08
46
3,007
854
2,587
814
2.7179
184,300
<1H OCEAN
-118.99
35.37
36
832
198
814
174
1.4773
57,400
INLAND
-122.51
37.53
17
1,574
262
672
241
7.2929
355,800
NEAR OCEAN