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
-121.91
36.62
52
1,431
300
657
293
3.2865
240,100
<1H OCEAN
-121.16
41.78
42
2,918
576
1,182
440
2.1434
44,000
INLAND
-120.47
35.04
29
1,315
279
926
249
2.9375
144,800
<1H OCEAN
-120.99
39.2
15
2,993
562
1,296
518
3.3009
156,800
INLAND
-118.99
36.06
19
2,153
458
1,317
386
1.7564
42,600
INLAND
-121.96
38.32
12
5,127
998
2,749
976
4.0458
130,600
INLAND
-118.47
33.99
52
1,523
447
636
408
3.0682
412,500
<1H OCEAN
-118.4
34.14
45
417
89
187
88
5.1377
360,700
<1H OCEAN
-117.96
33.88
25
3,578
461
1,588
466
6.2556
341,300
<1H OCEAN
-122.46
37.78
52
3,088
727
1,636
662
2.8553
360,700
NEAR BAY
-121.19
37.81
8
4,019
857
1,959
782
2.7321
175,000
INLAND
-121.42
36.85
7
1,626
325
677
304
2.3125
170,800
INLAND
-121.83
37.23
7
5,389
903
2,232
825
6.6659
500,001
<1H OCEAN
-118.42
33.93
39
2,988
605
1,466
610
4.9286
341,400
<1H OCEAN
-121.32
38.54
13
4,715
1,090
2,420
1,059
2.9693
104,400
INLAND
-118.38
34.08
52
1,479
360
652
346
2.945
431,400
<1H OCEAN
-118.28
34.12
50
2,384
312
836
337
12.8763
500,001
<1H OCEAN
-123
38.51
33
1,565
390
759
311
2.6726
153,100
NEAR OCEAN
-117.19
32.75
52
25
5
13
5
0.536
162,500
NEAR OCEAN
-120.92
40.02
35
383
92
202
72
2.6458
102,500
INLAND
-117.42
34
32
1,617
346
1,153
385
3.016
96,600
INLAND
-119.82
34.44
28
1,992
531
1,622
509
2.7689
228,200
NEAR OCEAN
-119.27
34.27
44
1,312
279
668
278
4.09
203,800
NEAR OCEAN
-120.64
37.2
16
2,236
438
1,361
393
2.0066
125,000
INLAND
-122.43
37.8
52
2,788
813
1,302
764
4.199
400,000
NEAR BAY
-122.51
38.17
8
5,875
1,115
2,808
1,029
3.6392
246,300
NEAR BAY
-118.4
34.04
42
1,298
174
420
190
12.8483
500,001
<1H OCEAN
-122.42
37.75
52
1,207
302
1,008
269
3.3816
262,500
NEAR BAY
-120.33
34.87
24
2,590
404
1,093
338
3.9375
341,200
<1H OCEAN
-118.32
33.34
52
996
264
341
160
2.7361
450,000
ISLAND
-118.93
34.4
17
3,275
599
2,422
637
3.7092
190,500
<1H OCEAN
-122.01
37.31
23
6,846
1,078
2,951
1,063
6.3702
332,000
<1H OCEAN
-122.08
37.15
23
506
96
264
89
7.1366
273,900
NEAR OCEAN
-120.46
37.51
22
2,704
497
1,432
399
2.9
83,100
INLAND
-119.03
35.42
42
1,705
418
905
393
1.6286
54,600
INLAND
-117.07
32.74
37
1,042
205
589
208
2.6629
116,900
NEAR OCEAN
-118.41
34.03
26
4,376
1,394
2,435
1,250
2.8418
327,300
<1H OCEAN
-121.21
37.8
31
699
186
460
170
2.7443
94,200
INLAND
-122.34
37.94
42
2,206
451
989
444
3.125
143,900
NEAR BAY
-118.21
33.9
43
1,810
357
1,335
358
3.1189
118,800
<1H OCEAN
-121.06
37.86
24
1,713
328
1,258
324
2.683
169,400
INLAND
-122.04
38.28
25
3,304
493
1,464
488
5.2527
130,600
INLAND
-118.25
34.15
32
1,377
444
768
422
2.2621
187,500
<1H OCEAN
-118.52
34.29
28
2,272
320
868
312
7.7464
474,600
<1H OCEAN
-117.88
33.89
17
3,218
923
1,701
824
3.6946
265,500
<1H OCEAN
-121.9
37.3
52
1,575
284
629
284
5.6437
312,000
<1H OCEAN
-117.71
33.57
4
3,289
753
1,285
651
4.045
226,000
<1H OCEAN
-117.9
34.15
21
2,056
461
1,332
429
3.3942
212,800
INLAND
-118.19
34.1
42
1,577
379
1,317
378
3.2121
153,900
<1H OCEAN
-122.45
37.78
52
1,345
291
560
294
3.7159
494,400
NEAR BAY
-121.48
38.55
52
2,216
333
714
327
4.8603
191,900
INLAND
-117.03
32.8
19
3,866
775
1,554
703
4.3281
220,000
<1H OCEAN
-122.09
37.71
31
1,843
282
749
269
5.2855
253,500
NEAR BAY
-115.54
32.79
30
752
194
733
186
1.6607
56,100
INLAND
-118.58
34.17
18
6,476
1,082
2,413
958
5.6327
500,001
<1H OCEAN
-120.82
37.05
15
1,385
288
775
255
1.933
140,600
INLAND
-122.08
37.4
19
3,565
858
1,639
744
4.1544
277,000
NEAR BAY
-117.13
32.71
38
993
246
760
205
1.1563
82,700
NEAR OCEAN
-118.44
34
22
5,822
1,707
3,335
1,585
3.1579
243,100
<1H OCEAN
-120.74
39.9
23
1,017
218
387
152
2.2656
88,200
INLAND
-119.87
36.81
6
1,891
341
969
330
4.6726
107,800
INLAND
-117.07
33.15
15
2,994
522
1,231
503
3.2024
180,400
<1H OCEAN
-118.7
34.28
27
727
136
467
144
3.7188
250,000
<1H OCEAN
-118.45
34.1
31
6,675
842
2,092
796
11.8442
500,001
<1H OCEAN
-117.66
33.58
16
3,016
394
1,172
382
7.5196
315,600
<1H OCEAN
-119.17
34.31
21
259
38
142
45
5.2681
500,001
NEAR OCEAN
-118.01
34.09
32
1,613
361
1,283
404
3.1944
181,700
INLAND
-118.94
34.17
15
1,679
271
928
264
5.5681
235,600
<1H OCEAN
-117.48
34.09
32
1,650
328
1,124
290
3.1838
98,600
INLAND
-117.65
34.13
24
2,121
296
913
302
5.9328
255,900
INLAND
-118.31
33.82
35
3,462
814
1,902
700
3.402
279,900
<1H OCEAN
-124.08
40.06
17
1,319
267
393
163
2.625
135,600
NEAR OCEAN
-120.29
37.94
17
1,459
297
753
271
3.05
144,800
INLAND
-122.47
38.6
20
1,036
202
589
194
5.3698
303,300
INLAND
-120.32
37.29
9
695
188
810
190
1.6172
56,300
INLAND
-118.59
34.47
5
538
98
8,733
105
4.2391
154,600
INLAND
-118.13
33.85
36
2,110
416
1,128
403
4.6019
208,400
<1H OCEAN
-118.2
33.94
45
1,570
328
1,321
300
3.7361
171,800
<1H OCEAN
-117.12
32.74
46
1,898
441
978
439
3.2708
155,200
NEAR OCEAN
-121.36
38.67
5
5,819
1,507
3,237
1,356
2.2339
116,600
INLAND
-122.21
37.42
28
564
72
191
79
11.9666
500,001
NEAR OCEAN
-119.08
37.78
17
1,631
335
285
128
2.7656
130,000
INLAND
-118.61
34.73
25
3,080
587
1,558
510
5.0839
156,700
INLAND
-118.12
33.77
10
7,264
1,137
2,528
1,057
10.2233
500,001
NEAR OCEAN
-124.1
40.9
18
4,032
798
1,948
775
2.7321
92,600
NEAR OCEAN
-122.04
36.96
42
1,149
264
703
232
2.5865
206,400
NEAR OCEAN
-122.71
38.46
41
1,974
482
965
458
2.905
159,300
<1H OCEAN
-118.25
33.95
28
2,136
null
1,799
476
1.5427
95,700
<1H OCEAN
-118.5
34.46
17
10,267
null
4,956
1,483
5.5061
239,400
<1H OCEAN
-118.45
34.03
39
1,657
402
931
363
3.7813
336,300
<1H OCEAN
-122.16
39.74
20
707
126
337
125
3.0469
85,000
INLAND
-119.58
36.83
13
6,135
863
2,473
774
5.4895
156,700
INLAND
-117.89
33.74
33
619
139
1,217
146
4.6875
154,400
<1H OCEAN
-121.78
37.22
18
2,127
387
1,547
402
5.0958
217,100
<1H OCEAN
-121.02
37.09
17
1,118
270
560
244
2.0216
112,500
INLAND
-117.81
34.1
19
1,935
399
1,126
389
3.8929
144,600
INLAND
-118.39
34.04
41
101
23
85
30
4.125
237,500
<1H OCEAN
-121.89
37.39
2
1,136
365
535
257
4.375
425,000
<1H OCEAN
-117.82
33.72
24
3,260
458
1,383
442
6.5987
272,800
<1H OCEAN
-118.1
34
32
2,122
591
1,929
539
2.7311
169,300
<1H OCEAN