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
-119.4
35.06
21
2,213
458
1,250
440
2.9187
52,100
INLAND
-118.52
34.16
39
2,693
478
1,219
435
5.17
335,400
<1H OCEAN
-117.03
32.69
8
2,460
397
1,784
390
4.5662
175,500
NEAR OCEAN
-118.31
34.09
34
2,065
839
2,626
775
1.8214
211,100
<1H OCEAN
-119.05
35.34
17
2,387
437
1,204
423
4.0529
106,200
INLAND
-118.4
33.89
36
2,334
430
1,033
407
6.6321
481,500
<1H OCEAN
-121.48
38.51
24
979
201
723
205
2.5926
72,300
INLAND
-118.37
33.93
10
199
41
61
56
2.8958
245,800
<1H OCEAN
-117.89
33.72
23
2,305
538
2,493
502
3.6618
183,500
<1H OCEAN
-124.16
40.78
50
2,285
403
837
353
2.5417
85,400
NEAR OCEAN
-118.11
33.74
43
1,222
303
565
309
4.8482
500,001
NEAR OCEAN
-118.24
34.02
48
542
150
571
114
1.8485
90,600
<1H OCEAN
-121.05
38.97
12
3,676
550
1,572
510
4.8214
201,900
INLAND
-118.26
33.78
35
1,239
473
1,524
387
2.0956
154,700
NEAR OCEAN
-120.31
36.65
24
943
209
514
156
2.25
76,600
INLAND
-117.86
33.9
25
3,205
409
1,291
408
7.2478
299,200
<1H OCEAN
-122.57
39.9
15
3,873
810
1,697
627
2.4555
55,600
INLAND
-121.5
38.54
44
1,167
201
452
209
3.7344
179,800
INLAND
-119.03
35.37
52
1,503
367
554
277
1.6786
126,600
INLAND
-119.75
34.45
26
3,578
677
1,504
618
4.1375
395,000
NEAR OCEAN
-122.18
37.77
52
1,748
362
1,029
366
2.0556
100,000
NEAR BAY
-118.43
34.05
52
1,693
290
727
305
6.7115
500,001
<1H OCEAN
-121.43
37.75
41
1,717
325
855
303
2.75
127,300
INLAND
-118
33.82
18
2,947
559
1,820
551
4.5294
224,800
<1H OCEAN
-117.71
34.04
20
1,950
310
1,054
312
4.625
222,100
INLAND
-117.86
34.09
29
3,855
585
2,205
609
5.5496
218,200
<1H OCEAN
-117.88
33.87
35
1,919
349
1,302
345
5.6409
190,900
<1H OCEAN
-120.23
37.86
16
324
61
135
61
2.4615
137,500
INLAND
-121.21
38.76
16
1,608
296
792
286
3.1583
239,200
INLAND
-122.22
38.12
15
14,125
2,344
6,456
2,147
5.1014
179,500
NEAR BAY
-117.88
33.65
24
4,879
756
1,777
754
5.9055
477,300
<1H OCEAN
-118.55
34.19
18
5,862
null
3,161
1,280
3.1106
170,600
<1H OCEAN
-117.06
32.68
38
1,481
317
1,080
291
2.85
125,800
NEAR OCEAN
-119.59
36.52
35
990
192
674
178
3.3214
101,600
INLAND
-122.06
37.64
33
1,160
252
729
220
3.8259
146,100
NEAR BAY
-119.79
36.82
23
4,358
819
1,852
802
3.4167
105,200
INLAND
-121.56
39.51
47
1,064
245
603
190
1.3654
57,900
INLAND
-118.4
34.23
36
1,643
349
1,414
337
4.1181
172,700
<1H OCEAN
-121.45
38.57
52
3,994
635
1,295
625
5.1169
232,500
INLAND
-117.08
32.83
7
13,703
2,352
4,446
1,856
6.4335
260,600
<1H OCEAN
-122.69
37.91
43
1,730
326
629
279
4.3194
238,700
NEAR OCEAN
-122.91
39.05
27
789
208
295
108
3.7667
95,000
INLAND
-121
39.26
14
810
151
302
138
3.1094
136,100
INLAND
-119.99
36.8
45
1,270
242
598
214
3.2813
105,400
INLAND
-118.85
34.23
13
5,094
764
2,230
737
6.4823
290,900
<1H OCEAN
-117.09
32.56
8
864
156
626
172
4.8984
151,500
NEAR OCEAN
-119.26
34.28
41
1,835
311
683
308
4.8977
358,200
NEAR OCEAN
-121.43
38.58
35
5,298
954
1,933
918
3.9167
155,700
INLAND
-116.99
32.72
11
1,112
164
441
174
4.7679
169,500
<1H OCEAN
-118.3
34.07
31
1,489
664
1,793
556
2.4348
230,600
<1H OCEAN
-122.09
37.68
29
2,333
538
1,120
540
2.4042
205,600
NEAR BAY
-121.74
38.15
22
1,910
326
1,001
345
4.8173
115,800
INLAND
-119.84
36.77
6
1,853
473
1,397
417
1.4817
72,000
INLAND
-117.82
33.73
27
1,270
258
809
264
5.0162
223,000
<1H OCEAN
-122.14
37.85
27
9,147
1,276
3,371
1,269
7.3267
389,900
NEAR BAY
-121.76
37.3
6
3,526
559
1,378
491
6.1463
335,500
<1H OCEAN
-118.13
33.89
33
3,668
867
2,368
845
2.8906
204,900
<1H OCEAN
-118.34
34.16
46
1,396
294
608
246
3.692
244,500
<1H OCEAN
-117.01
32.7
7
2,327
490
1,304
445
3.3553
132,200
NEAR OCEAN
-122.69
38.34
23
2,846
516
1,526
492
3.733
163,500
<1H OCEAN
-116.97
32.78
37
1,255
238
671
278
3.7019
138,600
<1H OCEAN
-121.58
37.01
44
3,192
565
1,439
568
4.3693
234,000
INLAND
-122.18
37.74
42
541
154
380
123
2.3456
83,500
NEAR BAY
-119.71
36.73
19
3,972
585
1,586
560
5.2608
151,400
INLAND
-121.1
39.15
10
680
143
354
140
4.0333
161,500
INLAND
-122.3
37.52
32
2,297
347
871
342
8.1039
382,200
NEAR OCEAN
-121.93
37.26
39
1,103
175
446
163
2.8125
291,300
<1H OCEAN
-120.96
41.12
29
779
136
364
123
2.5
59,200
INLAND
-123.41
40.07
17
449
151
141
53
0.8362
87,500
INLAND
-122.43
37.73
52
1,494
306
1,463
360
3.1786
222,600
NEAR BAY
-117.7
33.6
25
1,321
295
396
278
3.1131
77,100
<1H OCEAN
-122.45
37.77
52
3,188
708
1,526
664
3.3068
500,001
NEAR BAY
-114.65
32.79
21
44
33
64
27
0.8571
25,000
INLAND
-121.89
37.3
47
2,355
426
961
428
5.3955
282,300
<1H OCEAN
-121.3
38.89
45
1,529
317
793
281
2.9866
91,300
INLAND
-117.03
32.77
19
4,819
1,492
2,572
1,336
2.3393
118,200
<1H OCEAN
-119.01
35.38
52
114
26
158
26
1.075
67,500
INLAND
-120.19
39.35
7
2,611
395
482
159
5.0622
174,100
INLAND
-117.87
33.74
31
2,338
652
3,289
631
2.6734
158,500
<1H OCEAN
-117.09
32.79
20
2,183
534
999
496
2.8631
169,700
NEAR OCEAN
-116.24
33.76
9
1,961
595
966
275
3.8125
96,700
INLAND
-121.37
38.64
36
322
48
133
59
4.6111
139,300
INLAND
-119.81
36.76
52
1,792
352
1,049
357
2.4375
57,100
INLAND
-122.02
36.98
21
607
155
226
136
1.9063
166,700
NEAR OCEAN
-118.16
33.78
14
1,709
558
1,939
520
1.9808
139,100
NEAR OCEAN
-117.93
34.05
36
1,340
221
848
244
4.1731
205,100
<1H OCEAN
-122.68
38.48
15
1,575
262
716
259
5.3409
244,600
<1H OCEAN
-121.87
37.67
28
1,812
294
853
278
4.9879
229,400
INLAND
-117.89
33.71
16
1,591
225
926
239
6.2452
266,300
<1H OCEAN
-118.43
34.15
42
1,293
214
459
217
7.672
467,600
<1H OCEAN
-114.6
33.6
21
1,988
483
1,182
437
1.625
62,000
INLAND
-118.18
34.1
7
2,529
689
1,215
577
4.7853
153,100
<1H OCEAN
-119.02
35.42
40
1,912
439
1,015
413
1.4598
52,600
INLAND
-123.17
40.31
36
98
28
18
8
0.536
14,999
INLAND
-121.9
38
14
2,677
368
1,288
375
6.0497
177,500
INLAND
-118.38
34.01
18
9,528
2,075
3,922
1,920
4.7612
304,100
<1H OCEAN
-118.4
34.11
32
5,578
753
1,567
697
15.0001
500,001
<1H OCEAN
-119.68
34.43
33
1,961
462
1,693
445
2.9896
236,000
<1H OCEAN
-121.97
37.29
25
4,096
743
2,027
741
5.3294
300,300
<1H OCEAN
-118.4
34.25
13
1,872
497
1,927
432
2.2019
134,200
<1H OCEAN