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
-118.16
33.98
33
1,196
313
1,448
320
2.9375
162,500
<1H OCEAN
-118.33
34.07
52
2,248
255
813
265
15.0001
500,001
<1H OCEAN
-117.87
33.87
7
2,663
642
1,367
677
4.6563
162,400
<1H OCEAN
-117.94
33.71
18
3,695
602
1,779
572
5.9449
276,500
<1H OCEAN
-120.95
36.47
52
1,691
301
618
239
3.2292
225,000
<1H OCEAN
-118.2
33.81
47
2,347
437
1,219
420
5.3096
209,900
NEAR OCEAN
-122.45
37.73
52
1,350
241
752
246
3.2448
266,200
NEAR BAY
-117.84
33.84
23
4,388
864
2,526
846
4.5217
219,400
<1H OCEAN
-118.4
34.06
52
2,501
362
748
349
6.6343
500,001
<1H OCEAN
-121.12
39.03
17
838
161
388
142
3.6563
163,500
INLAND
-118.11
34.06
14
2,628
668
2,208
574
2.9764
160,300
<1H OCEAN
-121.09
38.19
23
762
140
358
141
2.4545
105,000
INLAND
-121.64
36.72
17
4,203
816
2,900
827
4.1742
159,900
<1H OCEAN
-118.32
33.96
47
1,297
292
704
264
3.3214
166,500
<1H OCEAN
-118
33.81
33
2,970
547
1,869
539
4.3636
201,800
<1H OCEAN
-117.18
32.83
23
2,105
525
1,218
484
3.375
184,100
NEAR OCEAN
-118.24
33.98
45
173
42
230
57
3.0724
110,700
<1H OCEAN
-118.12
33.96
36
1,426
235
698
240
4.8523
267,300
<1H OCEAN
-118.2
33.84
35
3,405
779
1,953
671
2.7813
159,200
NEAR OCEAN
-117.33
34.03
14
1,582
347
825
259
2.8281
106,300
INLAND
-117
32.77
30
1,802
401
776
386
2.8125
173,500
<1H OCEAN
-118.08
33.9
44
1,167
237
733
237
4.2083
168,300
<1H OCEAN
-117.99
33.79
29
2,470
560
1,589
513
3.1801
190,500
<1H OCEAN
-119.23
35.77
36
3,225
635
2,034
593
2.4044
72,500
INLAND
-118.26
34.06
38
715
282
1,174
300
2.345
225,000
<1H OCEAN
-117.14
32.7
47
552
161
593
174
0.9589
90,000
NEAR OCEAN
-118.04
33.85
23
3,132
469
1,646
478
5.777
315,900
<1H OCEAN
-121.56
39.52
9
818
197
358
197
1.7708
79,500
INLAND
-117.3
34.13
42
2,115
557
1,532
494
1.4531
71,500
INLAND
-117.87
33.81
15
3,082
536
1,268
531
3.7604
280,100
<1H OCEAN
-121.89
37.33
6
1,495
552
1,087
557
2.8798
225,000
<1H OCEAN
-122.27
37.86
52
1,769
372
849
365
2.6914
218,800
NEAR BAY
-118.23
34.13
34
609
149
407
145
4.5766
185,800
<1H OCEAN
-118.51
34.04
38
4,715
691
1,660
637
10.1882
500,001
<1H OCEAN
-117.07
32.58
25
1,607
280
899
260
3.8194
134,400
NEAR OCEAN
-118.13
34.16
52
1,872
357
984
364
4
250,400
<1H OCEAN
-122.68
38.36
8
7,520
1,336
3,833
1,287
4.3278
184,100
<1H OCEAN
-120.43
34.98
21
2,725
514
1,466
488
3.6639
128,600
<1H OCEAN
-122.13
37.74
41
4,400
666
1,476
648
5
248,900
NEAR BAY
-114.58
33.63
29
1,387
236
671
239
3.3438
74,000
INLAND
-117.83
34.15
20
2,421
306
1,023
298
8.0683
451,500
INLAND
-122.51
39.3
19
1,629
386
551
214
1.7463
68,800
INLAND
-116.47
33.84
3
9,169
1,512
3,838
1,270
4.3111
142,500
INLAND
-121.8
38.01
37
3,058
567
1,351
523
3.5179
130,800
INLAND
-118.97
35.38
32
1,361
363
1,483
297
1.625
46,800
INLAND
-121.58
39.52
25
2,409
490
1,384
479
1.9956
58,000
INLAND
-121.85
37.35
29
3,515
807
3,572
776
2.7562
160,100
<1H OCEAN
-122.24
40.19
29
1,912
336
859
325
3.7
70,500
INLAND
-121.46
38.61
43
1,111
269
613
290
1.2917
66,300
INLAND
-118.09
33.83
36
2,734
448
1,308
441
5.9265
227,300
<1H OCEAN
-122.7
39.14
13
532
111
214
62
3.3929
108,300
INLAND
-117.78
33.78
6
9,792
1,283
3,744
1,179
10.1714
481,500
<1H OCEAN
-118.14
33.93
32
2,065
438
1,075
442
4.4279
226,400
<1H OCEAN
-122.67
38.44
32
3,771
741
1,786
721
3.2415
172,200
<1H OCEAN
-118.51
34.29
29
1,287
194
525
187
6.4171
319,300
<1H OCEAN
-118.17
33.85
39
2,247
526
1,670
525
3.07
173,000
<1H OCEAN
-121.84
37.39
31
5,524
914
2,848
879
5.5592
229,900
<1H OCEAN
-121.45
37.72
2
2,239
321
766
219
5.75
240,200
INLAND
-118.41
34.02
34
1,430
357
805
362
3.3462
307,000
<1H OCEAN
-119.04
35.42
47
1,691
402
913
358
1.8403
54,700
INLAND
-122.43
37.79
25
1,637
394
649
379
5.0049
460,000
NEAR BAY
-122.46
37.72
49
1,207
255
658
220
4.0859
228,600
NEAR OCEAN
-118.28
34
48
1,514
376
1,353
344
2.1607
96,100
<1H OCEAN
-121.22
37.96
30
1,737
381
1,177
347
1.9875
56,400
INLAND
-117.3
34.1
49
60
11
76
13
2.5625
75,000
INLAND
-122.28
38
26
2,335
413
980
417
3.4471
178,900
NEAR BAY
-120.98
37.64
45
1,913
335
839
333
3.1397
110,700
INLAND
-122.08
37.7
32
2,718
447
1,156
410
5.2497
259,300
NEAR BAY
-118.18
34.13
39
2,902
460
1,007
420
6.1953
363,000
<1H OCEAN
-122.27
38
12
1,592
242
969
233
6.1576
248,700
NEAR BAY
-121.43
38.47
21
1,787
291
988
301
4.35
96,200
INLAND
-120.95
37.57
29
1,179
249
672
243
3.1125
154,800
INLAND
-121.9
37.41
24
4,759
921
3,188
902
5.6344
228,700
<1H OCEAN
-121.42
38.52
32
2,828
556
1,655
485
2.5574
72,600
INLAND
-117.95
33.99
24
1,219
177
610
185
6.7978
325,000
<1H OCEAN
-118.03
34.15
43
1,694
283
674
267
4.1797
486,800
INLAND
-117.09
32.68
20
2,569
737
2,341
705
2.0114
104,900
NEAR OCEAN
-118.4
34.16
35
1,354
284
501
262
3.8056
384,700
<1H OCEAN
-122.16
37.75
24
1,790
454
1,137
386
2.537
107,900
NEAR BAY
-117.62
33.43
23
4,052
955
1,950
859
4.0647
240,600
NEAR OCEAN
-117.78
33.68
14
1,750
336
852
300
4.6793
236,800
<1H OCEAN
-122.01
37.53
27
1,890
303
889
314
5.7057
287,600
NEAR BAY
-118.14
33.86
36
1,774
348
934
333
4.8571
203,300
<1H OCEAN
-117.32
34.54
9
5,904
1,165
3,489
1,063
3.125
92,800
INLAND
-117.9
34.01
27
2,383
472
2,079
494
3.9702
141,400
<1H OCEAN
-118.13
33.92
28
3,069
864
1,932
835
2.4925
177,200
<1H OCEAN
-118.22
34.13
40
2,749
580
1,375
511
4.825
205,800
<1H OCEAN
-119.47
35.14
19
4,190
690
1,973
702
3.9929
88,300
INLAND
-121.55
39.48
41
461
107
284
90
2.2045
41,800
INLAND
-119.96
38.94
19
1,429
292
585
188
2.2589
131,600
INLAND
-121.92
37.32
31
1,902
554
1,485
494
2.4207
165,600
<1H OCEAN
-120.04
39.27
24
2,237
491
264
95
4.1364
154,500
INLAND
-118.29
33.72
21
1,568
452
801
422
3.5109
225,000
NEAR OCEAN
-122.24
37.76
52
2,567
436
1,119
415
4.6094
229,300
NEAR BAY
-118.18
34.01
39
322
82
319
90
2.6364
148,800
<1H OCEAN
-121.98
37.82
18
9,117
1,248
3,280
1,167
8.003
351,300
<1H OCEAN
-118.45
34.44
16
13,406
2,574
7,030
2,440
4.6861
187,900
<1H OCEAN
-121.45
38.54
41
1,278
308
839
280
1.4702
58,300
INLAND
-119.93
37.85
18
473
115
88
41
4.0833
137,500
INLAND
-117.71
33.6
8
3,329
753
1,312
629
3.5521
229,800
<1H OCEAN