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
-122.23
37.45
34
4,177
723
1,586
660
5.0457
395,100
NEAR OCEAN
-122.82
38.53
27
1,823
360
907
317
3.276
172,900
<1H OCEAN
-118.31
33.83
27
2,880
802
2,083
727
2.9619
223,400
<1H OCEAN
-115.57
32.8
16
1,307
359
961
327
1.1853
72,600
INLAND
-120.25
37.11
20
2,062
466
1,285
456
1.5319
50,500
INLAND
-117.7
33.59
11
8,039
1,717
3,445
1,571
4.1678
190,900
<1H OCEAN
-122.44
37.75
21
5,457
1,247
2,304
1,180
4.5469
409,700
NEAR BAY
-117.02
32.68
14
3,986
675
2,065
702
5.7192
267,400
NEAR OCEAN
-117.87
33.72
37
2,216
497
2,445
506
3.8421
174,000
<1H OCEAN
-122.52
37.96
35
2,012
346
818
352
5.2818
331,000
NEAR BAY
-117.72
34.05
8
1,841
409
1,243
394
4.0614
107,000
INLAND
-121.28
38.67
23
1,727
264
833
258
5.4797
160,000
INLAND
-117.3
33.05
34
1,797
458
775
391
3.2308
331,300
NEAR OCEAN
-120.65
35.29
29
1,785
481
1,344
472
1.4492
222,900
NEAR OCEAN
-118.41
34.32
18
6,572
1,105
3,473
1,067
5.2987
203,400
<1H OCEAN
-117.49
34.05
20
1,483
249
660
194
3.9464
207,700
INLAND
-118.22
33.88
35
998
313
1,335
311
1.6574
102,500
<1H OCEAN
-120.39
37.96
10
2,554
501
922
439
2.1094
164,000
INLAND
-121.52
38.65
17
1,269
233
494
231
3.9615
331,300
INLAND
-118.31
33.99
49
857
196
694
228
2.895
108,000
<1H OCEAN
-121.65
37.12
14
4,721
999
2,648
888
3.6895
239,300
<1H OCEAN
-119.66
36.33
10
1,623
409
988
395
1.4194
58,100
INLAND
-119.78
36.77
45
1,315
256
666
240
2.3562
58,100
INLAND
-122.52
37.9
16
1,704
402
689
348
4.4239
267,100
NEAR BAY
-117.75
34.08
33
2,824
523
1,797
493
3.6359
135,100
INLAND
-119.27
36.05
29
1,016
174
481
140
2.2917
112,500
INLAND
-117.88
33.63
21
9,565
2,289
3,162
1,831
4.7024
345,400
<1H OCEAN
-117.93
33.93
25
2,431
534
1,702
523
3.7933
184,400
<1H OCEAN
-118.23
33.93
35
1,149
277
909
214
1.7411
96,700
<1H OCEAN
-118.14
34.17
40
1,054
251
1,056
276
2.3
146,700
<1H OCEAN
-118.27
34
47
780
237
888
215
1.75
95,800
<1H OCEAN
-118.11
34.01
41
815
252
775
231
2.2847
190,000
<1H OCEAN
-117.81
33.76
32
2,053
339
835
323
5.5654
281,800
<1H OCEAN
-118.71
34.27
26
990
223
719
232
3.163
179,400
<1H OCEAN
-119.67
36.82
2
2,579
376
1,133
342
4.5577
123,300
INLAND
-121.9
37.27
28
4,538
685
1,996
667
5.4609
263,600
<1H OCEAN
-117.1
32.76
30
1,835
474
934
415
2.875
139,600
NEAR OCEAN
-117.25
32.79
43
906
240
458
205
1.8365
328,600
NEAR OCEAN
-118.26
33.94
45
1,080
218
850
237
2.25
93,400
<1H OCEAN
-117.98
34.13
37
1,447
309
1,279
290
4.0083
142,900
INLAND
-118.1
34.07
36
1,240
349
1,383
338
2.4931
170,300
<1H OCEAN
-121.99
38.36
33
146
31
75
31
3.5179
84,400
INLAND
-119.87
36.78
4
6,102
1,114
3,406
1,115
3.4213
84,500
INLAND
-117.9
34.02
15
14,058
2,486
8,997
2,497
5.0704
226,200
<1H OCEAN
-118.18
33.92
32
2,035
519
2,282
480
3.2734
136,400
<1H OCEAN
-117.18
32.81
28
3,436
537
1,503
498
4.7679
204,000
NEAR OCEAN
-118.6
34.13
20
14,291
1,934
5,452
1,875
9.1232
472,000
<1H OCEAN
-118.31
34.26
38
2,264
460
1,124
388
4.2685
189,600
<1H OCEAN
-122.27
37.86
52
1,088
305
486
267
2.6071
250,000
NEAR BAY
-122.6
38.93
16
1,657
390
572
301
1.4767
62,000
INLAND
-119.71
36.8
25
875
156
646
166
3
72,800
INLAND
-122.13
40.01
21
916
194
451
178
2.125
63,300
INLAND
-119.06
34.22
13
4,175
1,321
2,257
1,271
3.1446
177,100
<1H OCEAN
-122.14
37.75
33
1,334
200
579
202
6.8323
255,900
NEAR BAY
-117.24
32.8
30
1,917
462
828
437
2.4671
276,300
NEAR OCEAN
-119.3
36.34
27
1,515
358
1,178
309
1.4432
48,100
INLAND
-117.9
33.73
32
2,930
833
5,116
854
3.7147
164,100
<1H OCEAN
-118.31
33.89
35
2,144
423
1,192
417
4.1458
231,500
<1H OCEAN
-119.63
36.58
22
1,794
435
1,127
359
1.2647
55,300
INLAND
-118.36
33.81
25
9,042
2,022
4,458
1,944
4.5592
378,800
<1H OCEAN
-122.23
38.14
36
1,412
260
792
268
2.3056
90,400
NEAR BAY
-118.26
34.04
6
1,529
566
1,051
473
2.462
162,500
<1H OCEAN
-118.4
33.99
36
1,225
213
591
227
5.4663
326,700
<1H OCEAN
-118.54
34.25
26
2,639
378
1,191
401
6.2788
322,200
<1H OCEAN
-118.19
33.94
45
1,871
371
1,315
382
3.3661
160,800
<1H OCEAN
-118.07
34.16
35
2,459
438
970
437
4.2143
369,400
INLAND
-117.05
32.59
16
4,683
929
3,073
865
3.0495
98,300
NEAR OCEAN
-119.7
36.82
25
2,379
540
1,482
484
2.3173
68,200
INLAND
-121.7
37.2
15
531
154
469
155
4.65
385,700
<1H OCEAN
-117.03
32.73
34
2,061
null
1,169
400
3.5096
142,000
NEAR OCEAN
-117.61
33.42
31
3,959
856
1,919
775
4.0313
282,000
NEAR OCEAN
-122.4
37.75
52
1,182
307
1,029
306
2.0577
214,600
NEAR BAY
-118.06
34.12
34
2,941
558
1,660
576
4.5667
271,500
INLAND
-122.24
40.51
23
2,216
378
1,006
338
4.559
116,800
INLAND
-121
35.94
16
3,077
628
1,479
536
3.3724
114,600
<1H OCEAN
-118.35
34.05
47
2,815
679
1,533
594
2.5806
234,100
<1H OCEAN
-117.74
34.06
4
1,391
506
727
369
1.4722
137,500
INLAND
-117.09
32.65
20
1,445
323
573
334
2.619
145,800
NEAR OCEAN
-117.9
33.64
28
2,466
507
1,081
465
3.9375
339,800
<1H OCEAN
-116.95
33.74
18
1,996
405
1,270
400
2.7083
91,200
INLAND
-119.17
34.27
18
8,010
1,539
3,982
1,483
4.0905
236,500
NEAR OCEAN
-121.88
37.3
42
1,867
398
927
389
4.325
247,000
<1H OCEAN
-117.94
34.04
34
1,403
274
977
257
3.8409
163,000
<1H OCEAN
-122.68
38.43
18
2,723
529
1,150
520
3.5885
191,900
<1H OCEAN
-119.04
34.34
35
462
90
334
96
5.3582
281,300
<1H OCEAN
-121.68
39.15
14
2,774
451
1,292
428
4.3833
115,200
INLAND
-120.98
37.57
27
925
176
449
168
2.6406
129,700
INLAND
-122.32
37.94
47
1,911
283
697
275
6.2712
267,700
NEAR BAY
-121.83
37.26
11
2,394
403
1,393
409
5.5875
259,300
<1H OCEAN
-117.66
33.6
25
3,745
522
1,648
496
7.5488
278,100
<1H OCEAN
-118.46
35.12
16
4,084
812
2,033
668
3.2405
85,500
INLAND
-121.04
37.67
16
19
19
166
9
0.536
162,500
INLAND
-119.93
35.2
29
1,649
342
671
264
3.0602
69,800
INLAND
-118.43
33.96
13
1,860
345
800
355
5.8864
500,001
<1H OCEAN
-118.05
33.99
42
2,480
401
1,085
438
5.193
263,400
<1H OCEAN
-122.03
38.3
5
1,569
199
713
209
6.6779
223,900
INLAND
-117.91
33.83
47
504
113
375
109
3.6607
160,600
<1H OCEAN
-116.67
32.97
16
349
74
120
43
5.359
193,800
<1H OCEAN
-121.65
39.32
40
812
154
374
142
2.7891
73,500
INLAND
-118.16
34.02
35
1,734
493
2,053
508
2.1442
149,200
<1H OCEAN