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
-123.19
39.21
22
1,542
291
821
285
3.5917
118,800
<1H OCEAN
-118.45
34.26
35
1,637
300
894
302
4.175
209,600
<1H OCEAN
-118.21
33.96
43
1,686
446
1,590
474
2.3241
159,300
<1H OCEAN
-121.3
37.99
38
2,375
494
1,167
471
2.6673
87,500
INLAND
-118.31
33.73
52
1,665
280
656
282
5.249
351,900
NEAR OCEAN
-122.4
37.76
52
1,529
385
1,347
348
2.9312
239,100
NEAR BAY
-122.53
38.32
22
3,577
null
1,371
501
5.795
332,300
<1H OCEAN
-122.06
37.36
34
1,747
250
662
257
6.8268
500,001
<1H OCEAN
-122.05
37.93
15
7,803
1,603
2,957
1,546
4.45
184,900
NEAR BAY
-118.11
34.14
52
2,401
332
810
308
6.0948
358,700
<1H OCEAN
-122.62
38.94
13
524
129
215
90
1.5455
55,000
INLAND
-118.19
34.12
46
3,387
820
2,833
813
2.987
176,900
<1H OCEAN
-118.19
34.07
42
1,555
337
1,152
348
3.375
169,600
<1H OCEAN
-120.56
35.48
12
4,161
731
1,609
615
5.0947
267,500
<1H OCEAN
-119.4
36.25
25
1,696
279
909
291
2.3
132,800
INLAND
-119.03
34.21
11
4,528
729
2,398
684
5.3044
319,000
<1H OCEAN
-122.69
38.3
30
3,919
743
1,693
693
3.3827
292,100
<1H OCEAN
-122.44
37.73
52
866
205
587
171
5.0224
261,900
NEAR BAY
-121.32
37.96
47
1,700
344
922
357
3.1845
87,200
INLAND
-122.1
37.4
23
1,755
508
1,374
506
4.3077
293,500
NEAR BAY
-122.95
39.13
17
380
69
225
72
3.25
137,500
INLAND
-118.34
34
44
3,183
513
1,183
473
5.0407
314,900
<1H OCEAN
-122
37.08
17
4,154
739
2,149
693
5.5919
373,400
NEAR OCEAN
-121.66
36.69
6
10,613
2,485
7,249
2,375
3.7912
168,900
<1H OCEAN
-118.28
34.1
49
2,843
880
2,004
796
2.7875
217,300
<1H OCEAN
-124.14
40.78
35
2,426
423
982
432
3.4219
92,800
NEAR OCEAN
-117.94
33.65
20
5,476
1,073
2,327
963
5.6637
222,100
<1H OCEAN
-118.41
34.01
43
2,000
529
1,290
514
4.7031
302,500
<1H OCEAN
-121.47
38.56
51
2,083
559
874
524
2.0221
95,800
INLAND
-118.99
35.36
18
1,524
354
1,210
344
1.1136
47,800
INLAND
-117.75
34.01
4
22,128
3,522
10,450
3,258
6.1287
289,600
<1H OCEAN
-117.07
32.59
21
1,779
466
1,327
488
1.6007
96,200
NEAR OCEAN
-118.52
34.18
46
2,082
438
1,047
393
3.6534
216,000
<1H OCEAN
-122.37
37.59
52
2,272
403
963
376
5.7245
500,000
NEAR OCEAN
-117.93
33.8
29
1,672
267
891
281
4.8611
231,900
<1H OCEAN
-119.21
36.3
18
1,433
265
1,092
276
1.9135
49,400
INLAND
-118.61
34.16
29
4,364
647
1,550
624
6.8107
367,400
<1H OCEAN
-117.76
34.13
8
16,759
2,274
7,249
2,156
7.4837
358,700
INLAND
-121.65
39.35
24
1,003
251
1,098
227
1.7552
86,400
INLAND
-118.29
34.09
43
1,583
658
1,941
614
1.9835
225,000
<1H OCEAN
-121.01
37.62
35
2,074
477
1,687
431
2.0885
73,700
INLAND
-121.93
36.62
39
869
173
406
165
4.0313
253,800
NEAR OCEAN
-117.13
32.8
33
2,731
456
1,263
445
4.5568
175,300
NEAR OCEAN
-118.46
33.97
18
9,430
2,473
3,408
2,003
6.1726
500,001
<1H OCEAN
-122.22
37.48
47
2,570
783
3,107
724
2.8058
229,500
NEAR OCEAN
-121.84
37.27
16
2,429
387
1,293
363
5.5
253,200
<1H OCEAN
-117.82
35.03
30
2,555
510
1,347
467
3.3693
71,800
INLAND
-118.29
34.1
39
2,196
582
1,165
538
2.9417
254,200
<1H OCEAN
-121.91
39.03
48
1,096
218
657
199
2.7841
65,800
INLAND
-120.37
38.01
30
473
null
242
93
2.5417
123,200
INLAND
-118.29
33.71
40
1,933
475
902
412
4.25
332,800
NEAR OCEAN
-122.05
38.25
37
1,336
251
680
231
3.815
99,000
INLAND
-122.27
37.78
52
1,408
280
718
265
2.6806
207,900
NEAR BAY
-117.87
33.87
16
1,332
368
1,534
295
3.0227
297,100
<1H OCEAN
-121.39
38.63
30
2,930
739
1,661
668
2.7813
118,900
INLAND
-121.37
38.57
16
3,895
896
1,762
855
2.6635
135,800
INLAND
-121.39
38.6
22
5,773
1,320
2,607
1,250
2.5238
118,800
INLAND
-118.29
33.92
34
1,799
362
1,293
355
3.692
145,200
<1H OCEAN
-117.92
33.76
26
784
177
662
169
2.8438
174,300
<1H OCEAN
-118.99
35.32
26
875
199
567
204
0.9288
36,600
INLAND
-117.7
33.48
10
3,458
638
1,156
470
6.3579
336,700
<1H OCEAN
-118.32
33.87
35
2,380
404
1,212
422
5.6254
283,800
<1H OCEAN
-119.01
35.37
35
120
35
477
41
1.9125
47,500
INLAND
-118.25
34.02
32
1,375
448
1,698
432
1.6302
130,700
<1H OCEAN
-119.23
34.25
28
26
3
29
9
8
275,000
NEAR OCEAN
-122.23
37.48
38
1,578
399
879
388
2.7969
298,400
NEAR OCEAN
-121.65
39.13
11
4,833
944
2,336
841
2.6842
89,100
INLAND
-116.94
32.84
32
1,607
253
778
262
4.5278
166,300
<1H OCEAN
-118.46
34.03
39
1,244
283
886
284
3.125
325,000
<1H OCEAN
-118.38
34.07
48
2,799
596
1,235
561
4.4896
500,001
<1H OCEAN
-118.22
34.05
34
1,113
null
928
290
3.1654
155,000
<1H OCEAN
-118.3
33.97
42
944
200
567
190
2.6311
124,100
<1H OCEAN
-122.48
37.75
49
2,203
407
1,052
405
4.4375
329,200
NEAR BAY
-118.29
34.06
46
1,759
1,012
2,716
877
2.1637
350,000
<1H OCEAN
-117.1
32.58
23
1,662
377
1,318
386
2.3
120,800
NEAR OCEAN
-118.18
33.93
31
1,516
400
1,820
398
2.1641
122,900
<1H OCEAN
-122.28
37.52
38
2,197
357
1,228
373
5.4719
397,900
NEAR OCEAN
-118.29
33.89
35
2,810
614
1,578
601
3.59
200,600
<1H OCEAN
-119.33
35.6
32
2,703
683
2,682
675
1.4619
60,500
INLAND
-121.86
37.22
18
7,245
1,029
2,893
1,049
6.9508
361,200
<1H OCEAN
-117.39
33.95
35
3,306
680
1,742
673
3.7109
109,100
INLAND
-122.06
37.64
20
1,655
450
857
430
3.5541
350,000
NEAR BAY
-122.21
37.79
47
1,543
307
859
292
2.9583
138,800
NEAR BAY
-118.09
33.77
27
2,301
640
847
627
1.7208
67,500
<1H OCEAN
-117.71
33.54
15
2,460
368
962
320
7.3878
318,300
<1H OCEAN
-117.99
33.94
30
2,395
565
1,214
521
3.7045
212,300
<1H OCEAN
-122.03
37.95
32
1,955
313
804
317
4.9485
202,300
NEAR BAY
-121.57
39.74
17
1,619
292
705
285
2.4623
126,100
INLAND
-122.22
37.78
50
1,776
473
1,807
440
1.7276
102,300
NEAR BAY
-120.95
37.64
32
3,487
740
1,957
685
2.7209
88,300
INLAND
-118.26
33.91
39
935
210
711
193
2.4375
101,900
<1H OCEAN
-122.04
37.04
17
4,977
994
1,987
947
3.8854
312,300
NEAR OCEAN
-121.25
37.95
40
1,703
362
1,208
373
2.0817
55,300
INLAND
-118.32
34.03
47
1,734
453
1,272
438
3.1731
121,500
<1H OCEAN
-119.78
36.73
52
1,377
319
1,280
259
1.2344
43,300
INLAND
-118.36
33.88
44
1,362
237
709
247
4.4271
336,200
<1H OCEAN
-121.93
37.31
29
1,377
430
969
399
2.6573
252,800
<1H OCEAN
-120.55
38.07
27
1,199
224
463
199
2.9063
92,200
INLAND
-120.24
39.67
52
296
63
143
56
3.625
68,600
INLAND
-122.27
37.9
52
2,041
270
671
253
6.9414
417,500
NEAR BAY