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
-117.15
32.81
34
1,629
318
900
282
3.1458
178,300
NEAR OCEAN
-117.15
32.7
52
458
148
1,283
166
1.2863
86,300
NEAR OCEAN
-118.25
34.02
33
1,676
525
2,564
515
2.1957
100,800
<1H OCEAN
-117.95
33.95
29
4,943
674
1,913
641
6.8189
379,300
<1H OCEAN
-118.15
33.93
34
1,745
404
1,084
410
3.3411
220,500
<1H OCEAN
-118.11
34.02
40
1,727
309
932
313
3.95
210,200
<1H OCEAN
-117.86
33.87
19
1,591
279
891
237
5.6573
216,000
<1H OCEAN
-118.19
33.81
23
954
390
804
373
2.5833
181,300
NEAR OCEAN
-122.33
38
35
3,779
711
2,493
679
2.9781
109,000
NEAR BAY
-118.17
34.69
12
4,881
803
2,188
724
4.1667
171,900
INLAND
-122.27
37.77
52
1,710
481
849
457
2.7115
220,800
NEAR BAY
-117.86
33.78
25
2,635
660
1,710
634
3.125
215,000
<1H OCEAN
-121.97
37.53
35
2,277
420
1,353
413
4.75
197,000
<1H OCEAN
-122.12
37.37
37
1,446
181
549
190
10.7355
500,001
NEAR BAY
-121.86
37.41
16
2,411
420
1,671
442
6.5004
263,600
<1H OCEAN
-118.13
33.88
32
1,788
459
1,131
461
3.5278
166,100
<1H OCEAN
-122.54
37.9
41
3,170
622
1,091
528
3.7813
389,200
NEAR BAY
-121.94
37.33
34
1,809
317
863
302
4.3
330,500
<1H OCEAN
-117.55
34.14
3
5,710
919
2,874
886
5.3638
206,300
INLAND
-118.94
34.17
16
3,746
508
1,556
452
6.3303
299,400
<1H OCEAN
-121.75
37.29
15
1,486
310
455
296
4.3365
221,000
<1H OCEAN
-122.25
38.1
52
1,780
373
824
317
2.75
109,900
NEAR BAY
-117.14
32.76
28
3,025
756
1,328
695
2.694
164,100
NEAR OCEAN
-122.42
40.63
23
2,248
489
1,132
444
1.6429
80,400
INLAND
-120.02
39.24
24
1,602
426
751
257
1.7609
99,300
INLAND
-118.94
35.41
10
3,216
526
1,539
483
6.3639
143,000
INLAND
-118.25
34.02
35
1,368
486
2,239
461
1.913
114,300
<1H OCEAN
-118.53
34.45
10
5,509
969
3,002
959
5.5981
220,100
<1H OCEAN
-118.13
34.09
42
700
212
662
210
3.0078
191,700
<1H OCEAN
-121.28
38.73
6
4,223
672
1,747
631
5.419
267,400
INLAND
-120.48
34.65
26
1,933
316
1,001
319
4.4628
134,400
NEAR OCEAN
-120.97
37.67
31
1,648
293
792
294
2.4
121,500
INLAND
-117.59
33.65
2
4,860
1,193
2,332
1,073
4.5022
151,900
<1H OCEAN
-118.32
34.03
31
2,206
501
1,194
435
1.9531
227,800
<1H OCEAN
-121.44
38.47
5
5,666
1,178
3,139
1,131
3.3608
108,900
INLAND
-118.11
34.08
30
2,350
472
945
467
3.3421
201,000
<1H OCEAN
-122.5
37.91
31
7,001
1,282
2,755
1,267
5.4851
441,100
NEAR BAY
-122.18
37.77
42
1,180
257
877
268
2.8125
97,300
NEAR BAY
-116.97
32.79
19
4,108
1,101
2,971
1,006
1.9893
112,500
<1H OCEAN
-117.47
34.07
24
1,017
227
568
187
1.5972
112,500
INLAND
-117.1
32.7
42
2,002
488
1,505
464
1.5057
86,300
NEAR OCEAN
-120
38.93
17
8,005
1,382
999
383
3.9722
313,400
INLAND
-121.86
40.77
17
2,816
639
1,027
406
2.503
65,600
INLAND
-121.93
37.93
16
2,876
391
1,089
377
6.299
286,900
INLAND
-122.14
37.68
31
3,184
716
1,561
628
2.7955
183,100
NEAR BAY
-120.46
37.33
4
786
116
368
109
6.3215
138,200
INLAND
-122.53
37.88
36
2,688
485
1,064
449
4.4583
308,600
NEAR BAY
-117.2
33.15
11
4,091
864
1,927
765
3.0139
199,000
<1H OCEAN
-119.16
34.27
24
1,824
331
1,049
320
5.9181
221,100
NEAR OCEAN
-119.45
36.35
22
1,824
333
1,076
282
2.3365
69,600
INLAND
-118.35
34.01
35
3,776
null
1,583
749
3.5486
332,100
<1H OCEAN
-118.18
33.9
25
1,709
442
1,177
410
2.4333
155,000
<1H OCEAN
-122.02
37.38
43
1,261
317
836
333
4.0911
224,600
<1H OCEAN
-117.09
33.71
13
1,974
426
1,276
408
1.972
90,500
INLAND
-122.48
37.71
43
3,850
1,018
1,497
829
3.5296
400,000
NEAR OCEAN
-117.07
32.75
9
3,464
749
1,687
645
3.3026
119,100
NEAR OCEAN
-118.48
34.2
12
3,831
1,083
2,258
967
2.4375
255,400
<1H OCEAN
-117.53
33.92
12
2,290
319
728
228
6.1561
233,500
INLAND
-119.61
34.45
33
3,597
519
1,207
479
5.3963
500,001
<1H OCEAN
-118.41
34.02
24
2,610
756
1,322
692
3.5022
281,300
<1H OCEAN
-120.42
34.96
31
3,518
608
1,386
572
3.6212
151,400
<1H OCEAN
-121.5
38.34
36
1,212
255
569
256
2.0048
72,900
INLAND
-122.42
37.76
52
4,407
1,192
2,280
1,076
3.3937
270,000
NEAR BAY
-117.32
34.49
7
4,584
1,051
2,049
918
1.6232
93,400
INLAND
-117.26
32.95
15
1,882
233
704
219
6.9794
500,001
NEAR OCEAN
-122.3
40.45
32
1,286
271
694
236
1.6579
68,500
INLAND
-121.92
37.25
36
3,874
656
1,826
639
4.9662
258,500
<1H OCEAN
-117.08
32.72
32
2,286
468
1,741
467
3.0446
101,900
NEAR OCEAN
-119.06
35.32
15
3,944
746
2,355
757
3.569
70,700
INLAND
-118.42
34.25
37
1,545
341
1,909
352
3.6791
148,100
<1H OCEAN
-118.36
33.88
31
2,518
543
1,107
508
4.7404
295,800
<1H OCEAN
-121.48
38.58
52
576
146
273
127
2.01
94,300
INLAND
-118.91
35.3
28
1,793
358
1,233
351
2.7845
82,200
INLAND
-118.06
34.1
38
3,229
636
1,599
609
3.8646
257,100
<1H OCEAN
-122.23
37.79
52
1,783
395
1,659
412
2.9357
107,900
NEAR BAY
-122.08
37.63
34
1,619
293
1,148
310
4.0326
164,700
NEAR BAY
-121.95
37.3
21
4,193
1,068
2,487
1,011
3.7188
293,000
<1H OCEAN
-117.73
34.04
26
3,827
814
3,367
810
3.15
129,700
INLAND
-118.35
33.94
42
1,028
278
1,369
261
3.3125
144,600
<1H OCEAN
-118.33
34.01
44
2,182
492
878
493
1.9631
181,300
<1H OCEAN
-122.36
38.4
16
2,716
546
898
500
2.2536
201,200
INLAND
-121.77
37.22
16
1,617
306
667
264
4.5221
191,100
<1H OCEAN
-118.36
33.93
44
520
116
392
106
3.0132
202,500
<1H OCEAN
-117.37
33.97
38
1,156
241
877
200
1.4514
79,900
INLAND
-117.24
32.83
18
3,109
501
949
368
7.4351
445,700
NEAR OCEAN
-121.47
38.58
43
3,807
952
1,484
850
2.3266
137,500
INLAND
-118.41
33.92
29
1,436
401
674
343
3.6389
275,000
<1H OCEAN
-117.03
32.63
13
2,087
313
1,165
330
5.7789
227,700
NEAR OCEAN
-117.08
32.61
27
2,264
525
1,485
468
3.3514
149,100
NEAR OCEAN
-119.19
34.19
35
2,599
552
2,726
543
3.2212
180,500
NEAR OCEAN
-120.42
34.94
32
2,844
551
1,337
516
2.7188
133,700
<1H OCEAN
-119.55
36.61
14
3,004
793
3,535
735
1.586
56,900
INLAND
-121.3
37.98
39
3,375
659
1,388
631
2.6364
93,800
INLAND
-122.43
37.79
52
6,186
1,566
2,065
1,374
5.8543
500,001
NEAR BAY
-117.31
34.51
18
2,704
698
1,611
597
2.0243
82,300
INLAND
-117.43
33.96
28
3,747
651
2,399
646
3.8682
116,500
INLAND
-115.54
32.97
41
2,429
454
1,188
430
3.0091
70,800
INLAND
-122.21
37.77
46
1,234
375
1,183
354
2.3309
98,700
NEAR BAY
-118.23
33.98
35
1,366
496
2,160
497
2.2059
150,000
<1H OCEAN
-122.32
37.57
52
499
148
318
145
2.9934
256,300
NEAR OCEAN