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
-118.04
33.93
36
1,045
239
1,165
230
3.1979
161,800
<1H OCEAN
-121.68
36.67
26
5,745
1,017
2,780
996
5
202,300
<1H OCEAN
-117.66
33.61
21
1,932
266
860
286
7.1497
274,000
<1H OCEAN
-120.14
36.04
27
2,533
518
1,371
461
2.9708
60,900
INLAND
-116.9
34.69
10
337
102
108
50
0.4999
55,000
INLAND
-122.28
37.77
52
1,468
363
870
347
2.9688
220,800
NEAR BAY
-122.28
37.87
46
1,777
446
805
431
2.8676
212,000
NEAR BAY
-121.03
39.05
12
1,875
307
806
283
3.9185
195,200
INLAND
-118.32
34.2
36
2,110
346
984
342
6.9909
345,300
<1H OCEAN
-122.31
37.53
41
1,608
269
676
267
4.6125
361,700
NEAR OCEAN
-118.13
33.81
34
1,903
343
928
349
5.395
241,900
<1H OCEAN
-118.28
33.92
37
1,761
409
1,309
357
2.1875
175,900
<1H OCEAN
-122.04
37.24
24
1,521
209
539
192
11.1557
500,001
<1H OCEAN
-119.73
36.77
24
4,410
939
2,362
862
2.9406
73,000
INLAND
-118.25
34.07
43
764
322
1,275
306
2
175,000
<1H OCEAN
-118.28
34.11
52
1,803
437
787
388
4.5781
360,500
<1H OCEAN
-121.99
38.48
17
1,824
348
934
305
4.6719
250,000
INLAND
-118.07
33.88
16
4,934
825
2,668
810
5.748
284,200
<1H OCEAN
-121.22
37.79
38
2,152
451
1,320
457
2.5025
101,900
INLAND
-117.86
34.01
16
4,632
null
3,038
727
5.1762
264,400
<1H OCEAN
-122.09
37.4
36
1,575
379
1,036
382
5.1408
264,700
NEAR BAY
-118.29
34.02
21
1,641
491
1,526
453
2.087
141,300
<1H OCEAN
-119.08
35.35
20
892
129
331
135
7.1837
176,300
INLAND
-118.17
33.89
52
63
12
47
8
7.2423
350,000
<1H OCEAN
-120.4
34.87
10
2,197
329
1,064
319
4.9766
199,600
<1H OCEAN
-118.15
33.84
36
2,987
491
1,360
497
4.8013
224,100
<1H OCEAN
-117.72
33.61
26
2,033
463
618
450
2.5685
80,400
<1H OCEAN
-121.29
37.99
30
1,271
528
2,019
524
1.5152
81,300
INLAND
-117.22
32.73
38
3,966
768
1,640
729
3.8409
291,400
NEAR OCEAN
-121.37
38.67
36
1,786
338
974
319
2.555
72,700
INLAND
-122.09
37.7
33
4,413
1,107
2,239
1,051
2.9861
208,200
NEAR BAY
-118.48
34.23
30
1,762
263
761
292
6.5268
273,100
<1H OCEAN
-122.41
37.6
26
2,754
402
1,128
395
6.3719
466,900
NEAR OCEAN
-122.37
37.58
52
2,188
361
917
357
4.4
500,000
NEAR OCEAN
-118.22
34.1
33
1,903
386
1,187
340
4.0469
196,600
<1H OCEAN
-121.9
37.33
34
197
44
152
47
4.05
200,000
<1H OCEAN
-117.09
32.76
31
2,567
624
1,255
582
2.5909
159,100
NEAR OCEAN
-121.94
37.34
36
3,142
632
1,372
560
5.0175
246,100
<1H OCEAN
-118.17
34.18
44
1,401
246
607
271
2.8472
218,800
<1H OCEAN
-121.03
37.67
24
2,162
459
1,468
441
3.1857
98,300
INLAND
-121.24
38.72
12
3,605
576
1,556
549
4.9
203,700
INLAND
-117.35
33.97
27
3,960
886
2,807
838
3.024
122,500
INLAND
-117.65
33.58
2
2,411
354
703
217
7.8061
331,400
<1H OCEAN
-122.42
37.79
52
3,511
1,232
2,452
1,131
2.5013
275,000
NEAR BAY
-118.17
33.82
52
2,539
497
1,152
488
4.1354
268,200
NEAR OCEAN
-117.61
33.63
2
4,678
817
1,970
712
6.1078
219,000
<1H OCEAN
-121.84
36.6
30
2,958
691
1,616
666
3.4643
191,800
<1H OCEAN
-117.1
32.75
20
2,355
722
1,848
576
2.0036
99,200
NEAR OCEAN
-118.34
34.21
36
1,834
316
864
309
4.7885
302,200
<1H OCEAN
-121.81
37.25
5
1,975
520
861
440
4.4565
159,000
<1H OCEAN
-122.12
37.69
10
2,227
560
1,140
472
2.3973
167,300
NEAR BAY
-122.18
37.77
51
2,107
471
1,173
438
3.2552
120,100
NEAR BAY
-119.17
34.17
21
2,361
464
1,146
396
3.6597
195,100
NEAR OCEAN
-118.03
33.97
39
1,996
389
1,029
387
4.65
224,300
<1H OCEAN
-118.53
34.16
32
3,554
762
1,623
750
3.6141
290,600
<1H OCEAN
-117.96
33.68
24
6,517
1,279
3,441
1,198
4.25
152,100
<1H OCEAN
-121.21
37.81
8
1,883
298
999
301
5.193
172,100
INLAND
-117.64
33.45
27
334
56
130
46
4.875
284,100
NEAR OCEAN
-117.27
32.98
17
1,853
392
351
208
5.2742
230,700
NEAR OCEAN
-118.3
33.93
40
2,434
477
1,646
453
3.2024
128,000
<1H OCEAN
-122.28
37.91
41
3,009
482
1,053
490
5.828
324,400
NEAR BAY
-118.34
34.13
45
2,375
417
751
410
6.6739
500,001
<1H OCEAN
-117.99
33.82
21
2,281
557
1,510
460
2.8625
189,600
<1H OCEAN
-119.03
35.42
38
2,952
598
1,491
568
2.6094
67,900
INLAND
-120.09
34.62
18
2,708
382
988
359
5.5194
367,000
NEAR OCEAN
-122.04
38.27
16
8,517
1,910
4,508
1,837
3.1853
129,600
INLAND
-122.53
37.93
37
1,722
352
648
337
4.125
310,300
NEAR BAY
-118.43
33.96
20
1,901
270
704
254
8.7819
500,001
<1H OCEAN
-117.91
34.07
33
2,938
561
1,519
549
4.5594
204,200
<1H OCEAN
-117.99
33.67
15
3,141
664
1,729
633
4.2165
234,600
<1H OCEAN
-118.3
34.02
49
2,120
483
1,522
416
1.85
116,800
<1H OCEAN
-117.24
32.8
19
1,863
497
868
503
2.288
210,000
NEAR OCEAN
-117.97
33.68
23
1,722
316
865
309
4.6452
273,800
<1H OCEAN
-121.22
37.95
30
1,055
211
629
170
2.8676
76,900
INLAND
-122.34
37.95
44
1,675
317
806
311
3.0694
135,300
NEAR BAY
-118.42
34.16
46
54
9
20
6
0.536
375,000
<1H OCEAN
-121.35
38.7
5
14,414
2,979
7,608
2,832
3.5802
129,600
INLAND
-117.91
33.87
52
2,031
506
1,191
463
2.9076
177,300
<1H OCEAN
-119.33
36.31
15
1,472
228
892
257
5.3909
113,000
INLAND
-117.25
34.16
31
1,516
238
596
255
4.3362
159,400
INLAND
-118.65
34.18
27
1,793
339
1,016
326
4.925
240,300
<1H OCEAN
-122.42
37.8
52
3,067
870
2,122
850
2.5603
287,500
NEAR BAY
-116.95
33.75
19
2,238
573
1,190
507
2.0714
85,800
INLAND
-121.79
37.03
18
943
213
544
179
3.934
228,600
<1H OCEAN
-122.19
37.76
26
1,293
297
984
303
1.9479
85,800
NEAR BAY
-121.92
37.53
7
28,258
3,864
12,203
3,701
8.4045
451,100
<1H OCEAN
-120.45
34.63
32
1,840
309
828
333
4.5486
172,400
NEAR OCEAN
-121.86
37.36
31
1,602
358
1,179
354
4.4896
156,800
<1H OCEAN
-118.07
34.15
45
1,095
237
672
234
3.4087
209,200
INLAND
-117.36
33.88
15
2,857
421
1,361
382
4.6875
189,800
INLAND
-117.3
34.52
34
4,493
838
2,335
779
3.1635
74,300
INLAND
-122.4
37.68
41
2,267
486
1,045
459
4.1146
272,200
NEAR BAY
-117.71
34.07
31
1,840
380
1,187
357
3.8875
129,200
INLAND
-116.92
33.63
18
397
89
239
80
2.8125
143,800
INLAND
-121.36
38.56
17
6,225
938
3,064
947
5.2881
138,000
INLAND
-121.94
38.27
35
10,869
2,226
9,879
2,152
2.5681
81,300
INLAND
-117.31
34.11
41
1,105
257
816
197
1.9375
64,100
INLAND
-120.33
37.97
17
2,530
526
1,024
496
2.0057
118,900
INLAND
-120.43
34.96
24
1,799
470
1,416
408
2.0673
136,900
<1H OCEAN
-117.96
34.04
33
1,458
268
1,115
257
4.7955
158,100
<1H OCEAN