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
-118.06
33.84
20
5,643
1,231
3,841
1,195
4.0542
168,400
<1H OCEAN
-122.3
37.77
42
2,038
368
2,037
355
2.6447
200,000
NEAR BAY
-122.22
38.1
44
2,256
451
1,057
426
3.1204
110,800
NEAR BAY
-121.78
37.24
17
2,123
341
1,067
339
6.0062
262,700
<1H OCEAN
-118.39
34.08
52
3,759
464
1,407
422
15.0001
500,001
<1H OCEAN
-118.44
34
40
1,287
346
806
311
3.875
321,300
<1H OCEAN
-124.15
40.78
36
2,112
374
829
368
3.3984
90,000
NEAR OCEAN
-118.48
34
29
1,727
479
741
431
3.6121
500,000
<1H OCEAN
-119.31
36.62
25
831
230
947
244
1.4481
51,700
INLAND
-121.26
37.94
43
1,610
412
1,409
365
1.7574
51,700
INLAND
-117.25
32.8
26
2,442
659
1,134
624
3.3274
295,500
NEAR OCEAN
-120.95
38.69
10
3,421
563
1,689
545
5.2032
217,100
INLAND
-122.28
37.9
52
2,318
328
779
312
7.1754
362,900
NEAR BAY
-114.59
33.61
34
4,789
1,175
3,134
1,056
2.1782
58,400
INLAND
-118.01
34.14
20
3,350
831
1,816
744
2.8352
161,700
INLAND
-121.29
38.67
20
1,992
363
889
346
3.6516
130,500
INLAND
-119.26
34.28
41
2,822
564
1,288
541
3.0799
254,100
NEAR OCEAN
-116.85
34.98
26
3,606
792
1,683
608
2.6587
57,400
INLAND
-118.01
34.11
32
1,978
536
826
470
2.5114
212,200
INLAND
-118.02
33.78
28
3,375
559
1,754
554
5.5446
228,900
<1H OCEAN
-118.44
34.05
20
5,943
1,538
2,492
1,429
4.1141
305,000
<1H OCEAN
-118.09
34
35
1,580
331
1,290
338
4.1458
162,500
<1H OCEAN
-121.62
39.09
21
2,693
481
1,337
435
3.8534
99,700
INLAND
-119.82
36.84
7
2,289
342
1,077
354
5.4868
158,800
INLAND
-121.92
37.34
42
2,101
524
1,212
526
3.6389
239,200
<1H OCEAN
-117.93
33.87
52
950
229
429
185
2.315
182,100
<1H OCEAN
-117.09
33.13
9
5,685
1,442
3,773
1,250
3.0426
129,900
<1H OCEAN
-117.26
32.95
34
1,651
273
650
271
5.6582
500,001
NEAR OCEAN
-121.35
38.61
25
4,916
1,243
2,140
1,136
2.5511
134,100
INLAND
-122.73
41.76
19
2,200
414
950
367
2.5357
94,200
INLAND
-118.15
33.97
32
927
250
970
248
2.1591
181,500
<1H OCEAN
-117.95
33.8
34
1,654
285
905
292
4.6389
214,600
<1H OCEAN
-118.16
34.2
43
1,810
343
988
307
3.8203
176,000
<1H OCEAN
-118.5
34.17
37
880
null
369
155
4.1429
303,600
<1H OCEAN
-116.91
32.78
15
4,058
511
1,580
473
7.5
316,400
<1H OCEAN
-119.72
34.47
34
3,262
533
1,265
502
5.8411
381,800
<1H OCEAN
-122.08
37.24
21
427
63
182
70
11.3283
500,001
<1H OCEAN
-118.52
34.18
43
1,700
380
930
349
3.675
213,100
<1H OCEAN
-117.07
33.11
17
5,565
1,237
3,004
1,139
3.0054
142,300
<1H OCEAN
-116.45
33.78
16
5,228
992
1,177
639
3.0859
134,600
INLAND
-117.79
34.02
5
18,690
2,862
9,427
2,777
6.4266
315,600
<1H OCEAN
-118.31
34.03
34
2,041
517
1,479
495
2.1173
156,600
<1H OCEAN
-121.98
37.36
33
1,582
272
809
267
5.7059
287,200
<1H OCEAN
-119.85
36.78
8
3,096
684
1,454
545
2.7857
79,700
INLAND
-117.89
33.73
33
1,308
375
2,175
347
3.0824
177,400
<1H OCEAN
-119.57
36.7
30
2,370
412
1,248
410
3.1442
72,300
INLAND
-118.12
33.91
36
1,432
265
749
261
3.5772
207,400
<1H OCEAN
-120.44
34.97
26
1,705
344
1,605
307
3.7589
113,700
<1H OCEAN
-117.81
33.88
19
2,265
283
904
279
9.2327
461,300
<1H OCEAN
-118.19
33.99
38
1,212
272
1,129
263
2.6673
142,300
<1H OCEAN
-118.49
34.26
27
2,722
468
1,164
419
4.6591
239,900
<1H OCEAN
-122.28
37.9
52
2,003
250
658
244
10.0825
397,000
NEAR BAY
-122.33
37.93
34
2,326
471
1,356
441
2.3475
90,300
NEAR BAY
-122.52
37.94
18
1,804
284
600
241
5.9582
500,001
NEAR BAY
-118.7
34.29
25
1,678
252
862
268
6.1834
229,800
<1H OCEAN
-124.14
40.72
18
2,581
499
1,375
503
2.8446
100,500
NEAR OCEAN
-120.66
38.4
18
2,144
420
985
381
3.175
118,500
INLAND
-118.31
34.19
13
3,801
1,116
1,986
1,078
2.0875
222,700
<1H OCEAN
-119.82
36.72
25
2,581
528
1,642
509
1.6435
52,600
INLAND
-121.33
38.66
17
2,767
584
1,275
568
2.5909
125,400
INLAND
-121.66
36.89
15
2,608
458
1,531
457
5.5148
253,500
<1H OCEAN
-121.64
36.67
28
256
66
214
60
3.0197
137,500
<1H OCEAN
-119.83
34.43
31
798
346
699
301
2.1417
205,000
NEAR OCEAN
-122.46
37.74
52
2,180
326
856
326
5.3961
416,900
NEAR BAY
-117.9
33.78
25
10,336
2,596
7,111
2,419
3.3627
197,900
<1H OCEAN
-118.13
33.83
44
1,710
333
786
344
4.2917
314,700
<1H OCEAN
-121.13
37.74
28
409
104
244
98
3.4643
90,900
INLAND
-117.99
33.67
19
3,808
790
1,776
756
4.625
282,200
<1H OCEAN
-117.03
32.6
26
1,335
224
742
215
5.152
143,400
NEAR OCEAN
-117.99
34.06
32
2,491
616
2,660
595
2.564
145,800
INLAND
-118.18
33.9
32
778
227
933
209
2.7292
143,800
<1H OCEAN
-120.54
38.07
37
736
148
339
140
2.2875
79,900
INLAND
-117.87
33.74
52
2,411
526
2,165
521
3.415
172,500
<1H OCEAN
-117.88
33.69
20
5,330
976
2,734
1,000
5.2138
233,100
<1H OCEAN
-117.39
34.04
27
2,919
549
1,841
564
2.8682
96,400
INLAND
-122.2
39.93
9
1,296
287
768
260
1.9191
54,400
INLAND
-118.36
34.08
52
2,373
601
1,135
576
3.1765
225,000
<1H OCEAN
-118.99
35.32
35
1,576
405
870
282
1.6575
59,500
INLAND
-122.71
38.37
16
2,355
345
1,014
348
5.6018
253,000
<1H OCEAN
-121.45
38.51
29
4,221
901
2,294
850
2.2245
75,900
INLAND
-122.26
38.04
41
2,512
539
1,179
480
2.694
123,000
NEAR BAY
-122.24
37.47
40
1,504
270
689
287
6.1244
308,800
NEAR OCEAN
-121.88
37.41
23
3,224
652
2,183
655
4.3807
226,900
<1H OCEAN
-122.42
37.64
41
98
20
68
19
2.225
212,500
NEAR OCEAN
-118.3
33.85
38
123
36
142
40
2.3942
200,000
<1H OCEAN
-122.3
37.55
35
3,675
735
1,930
715
3.9833
342,800
NEAR OCEAN
-118.22
34.12
28
3,306
1,025
2,670
942
3.0919
185,400
<1H OCEAN
-118.19
33.82
11
872
203
422
221
4.6364
156,300
NEAR OCEAN
-117.27
34.14
36
3,795
676
1,742
585
4.1
96,400
INLAND
-117.73
33.63
15
2,874
592
1,382
586
5.5137
161,800
<1H OCEAN
-120.44
34.64
8
787
126
446
133
4.6023
163,400
NEAR OCEAN
-121.29
38.28
11
1,554
260
793
233
4.8073
156,700
INLAND
-117.68
33.63
13
5,830
921
2,897
891
6.2403
257,400
<1H OCEAN
-117.61
34.12
17
6,709
1,198
3,954
1,161
4.6997
156,900
INLAND
-118.02
34.11
39
1,504
280
718
261
4.625
219,000
INLAND
-121.89
37.23
16
3,574
466
1,503
487
8.1988
355,900
<1H OCEAN
-122.13
37.41
36
4,787
900
2,039
890
5.4063
440,900
NEAR BAY
-117.93
33.72
17
4,461
585
2,095
580
7.6709
319,500
<1H OCEAN
-118.41
33.94
45
2,038
394
1,086
387
4.7375
289,600
<1H OCEAN
-118.29
33.71
36
3,135
746
1,815
697
3.7596
300,000
NEAR OCEAN