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
-119.72
34.43
30
2,491
656
1,091
576
2.5139
279,500
<1H OCEAN
-122.49
37.75
52
2,226
385
1,177
416
4.8516
323,800
NEAR OCEAN
-122.23
38.13
29
5,154
1,084
2,459
1,019
3.2664
142,900
NEAR BAY
-122.4
37.72
47
1,167
250
953
253
4.2727
241,900
NEAR BAY
-122.5
37.92
32
2,639
415
1,013
408
6.1632
349,200
NEAR BAY
-122.64
38.95
28
1,503
370
522
268
1.2029
68,900
INLAND
-118.06
34.12
25
3,891
848
1,848
759
3.6639
248,100
INLAND
-117.26
33.04
18
2,229
346
1,088
352
6.3525
278,300
NEAR OCEAN
-121.77
39.66
20
3,759
null
1,705
600
4.712
158,600
INLAND
-117.92
33.89
12
1,859
393
622
316
5.0258
161,800
<1H OCEAN
-121.93
38.31
25
185
32
85
32
4.875
250,000
INLAND
-119.53
36.78
20
2,822
479
1,372
455
4.5625
136,900
INLAND
-122.42
37.74
52
1,916
432
889
424
4.0391
279,900
NEAR BAY
-118.15
33.9
20
2,850
737
1,855
662
2.809
144,600
<1H OCEAN
-117.86
33.79
34
1,883
408
1,227
424
3.8929
187,500
<1H OCEAN
-118.14
33.96
34
2,744
541
1,333
503
4.0536
277,200
<1H OCEAN
-118.45
34.27
35
1,579
300
1,012
265
5.1296
195,900
<1H OCEAN
-121.08
39.18
19
2,323
397
963
379
3.7426
162,700
INLAND
-117.84
34.13
26
3,773
694
2,103
688
4.6937
198,000
INLAND
-117.22
33.48
5
1,585
247
510
181
6.9136
493,300
<1H OCEAN
-121.33
38.57
17
1,621
350
706
338
2.3684
150,000
INLAND
-118.35
34.06
52
2,837
602
1,164
551
3.2411
250,000
<1H OCEAN
-122.76
38.44
11
2,895
524
1,633
534
4.7283
170,200
<1H OCEAN
-119.09
35.35
14
2,113
256
842
265
8.5325
224,100
INLAND
-119.31
36.32
44
2,032
308
791
336
4.0298
109,000
INLAND
-122.63
38.25
20
3,460
602
1,707
568
3.7115
181,900
<1H OCEAN
-121.44
38.46
10
4,446
897
2,499
884
3.5461
103,600
INLAND
-118.19
33.78
42
1,021
300
533
187
1.8036
175,000
NEAR OCEAN
-121.87
37.39
9
2,522
547
1,591
481
4.9091
259,700
<1H OCEAN
-118.09
33.76
26
1,625
440
533
414
1.808
58,500
<1H OCEAN
-121.35
37.96
21
1,343
183
462
193
5.8995
189,900
INLAND
-118.68
34.13
9
11,251
1,594
3,029
1,227
6.7273
500,001
<1H OCEAN
-121.49
38.53
42
1,468
281
571
271
3.3906
124,200
INLAND
-121.93
37.31
26
2,182
704
1,638
704
2.8981
229,800
<1H OCEAN
-119.29
36.32
33
2,107
451
1,364
442
2.2024
67,200
INLAND
-121.51
36.86
36
1,019
168
602
169
2.625
210,000
INLAND
-118.12
34.17
37
2,705
676
1,551
608
2.2692
225,000
INLAND
-122.83
39.09
26
2,191
495
679
371
1.4679
94,700
INLAND
-117.07
32.64
30
2,873
774
1,593
731
2.24
129,500
NEAR OCEAN
-119.79
36.82
25
2,330
462
1,215
467
3.2143
93,000
INLAND
-118.26
34.09
51
1,532
366
669
333
3.6434
278,800
<1H OCEAN
-118.14
33.86
44
1,436
257
745
233
4.625
213,400
<1H OCEAN
-117.75
33.72
10
2,464
347
1,241
366
8.7603
362,500
<1H OCEAN
-117.96
34
34
2,777
540
1,954
522
4.5163
183,800
<1H OCEAN
-118.57
34.17
35
2,072
318
908
342
6.0928
327,300
<1H OCEAN
-117.15
33.14
15
1,070
208
470
217
2.3062
158,900
<1H OCEAN
-118.41
34.2
32
2,734
654
2,209
610
3.5164
217,200
<1H OCEAN
-121.75
36.77
25
1,851
418
1,678
390
3.2937
135,300
<1H OCEAN
-122.01
37.36
21
2,483
396
1,194
424
7.1273
346,300
<1H OCEAN
-122.29
37.9
52
2,657
500
1,131
489
4.4286
234,900
NEAR BAY
-121.45
38.69
32
2,962
526
1,542
521
2.2243
89,200
INLAND
-117.12
33.07
45
1,032
235
363
177
3.6389
186,600
<1H OCEAN
-118.33
34.02
11
1,249
313
625
336
0.8702
170,500
<1H OCEAN
-118.59
34.21
17
2,737
868
2,924
785
2.5797
183,500
<1H OCEAN
-118.35
33.94
35
1,451
435
1,888
420
2.8462
149,100
<1H OCEAN
-119.74
36.77
30
2,427
482
1,375
518
2.5737
76,900
INLAND
-117.66
34.03
14
2,137
345
1,151
352
5.753
185,500
INLAND
-117.82
33.68
3
3,068
494
1,357
486
7.9187
333,600
<1H OCEAN
-121.32
36.43
22
2,927
637
2,546
618
2.7153
114,300
<1H OCEAN
-122.12
37.88
35
2,785
362
1,001
363
8.0448
433,300
NEAR BAY
-121.96
37.34
36
844
153
373
160
5.791
254,100
<1H OCEAN
-117.33
34.08
37
2,267
405
1,175
403
3.75
95,200
INLAND
-118.49
34.23
32
4,373
683
2,040
693
5.2668
242,300
<1H OCEAN
-118.01
33.67
13
2,902
536
1,125
490
5.888
447,700
NEAR OCEAN
-121.44
38.69
24
3,124
556
1,512
555
3.1942
94,900
INLAND
-121.3
38.03
10
1,409
248
782
222
4.0227
107,700
INLAND
-118.43
34.06
20
4,600
1,018
1,675
932
5.1999
500,001
<1H OCEAN
-116.87
33.76
5
4,116
761
1,714
717
2.5612
130,800
INLAND
-118.13
34.05
35
3,229
616
1,879
595
3.9531
268,400
<1H OCEAN
-118.31
33.75
36
2,715
474
1,303
457
4.6042
357,300
NEAR OCEAN
-118.32
33.88
34
1,803
341
947
333
5.5538
280,300
<1H OCEAN
-122.03
37.03
21
4,650
733
2,014
704
5.6233
322,000
NEAR OCEAN
-118.09
34.15
49
1,467
259
688
260
4.3452
260,100
INLAND
-118.4
34.08
52
3,815
439
1,266
413
15.0001
500,001
<1H OCEAN
-122.19
37.73
44
1,066
253
825
244
2.1538
79,700
NEAR BAY
-117.92
33.61
23
1,808
408
539
300
3.5682
500,001
<1H OCEAN
-121.25
38.01
16
2,397
501
1,053
557
2.6994
112,500
INLAND
-118.16
33.8
9
3,564
835
1,530
807
5.1806
175,000
NEAR OCEAN
-117.99
33.75
30
1,859
462
1,314
418
3.0909
184,400
<1H OCEAN
-117.34
33.21
12
5,963
1,372
3,015
1,124
2.7386
216,100
NEAR OCEAN
-117.8
33.85
23
3,038
470
1,568
438
5.6403
233,000
<1H OCEAN
-122.19
37.78
52
2,492
415
1,109
375
4.3125
164,400
NEAR BAY
-122.74
38.44
17
2,287
497
1,240
493
3.5845
164,300
<1H OCEAN
-121.9
37.24
24
7,521
1,364
3,970
1,318
4.4004
255,800
<1H OCEAN
-120.63
38.75
17
3,145
621
1,432
559
2.7201
117,500
INLAND
-118.35
34.03
43
2,122
524
1,510
436
2.2273
123,300
<1H OCEAN
-117.98
33.74
29
3,443
635
2,257
620
4.7404
207,500
<1H OCEAN
-118.45
34.28
36
2,602
638
2,780
620
2.7155
149,800
<1H OCEAN
-117.07
33.15
17
1,893
297
936
287
5.1842
157,700
<1H OCEAN
-118.25
33.87
18
6,812
1,263
3,704
1,216
4.25
169,200
<1H OCEAN
-122.45
37.71
34
3,131
669
2,204
600
3.5536
251,000
NEAR OCEAN
-117.89
34.1
34
2,048
411
1,456
416
3.125
168,600
<1H OCEAN
-121.31
38.26
22
1,768
396
1,005
420
1.8846
88,300
INLAND
-122.47
37.75
51
2,413
431
1,095
437
4.0089
357,000
NEAR BAY
-117.63
33.46
7
7,684
1,088
2,812
1,057
6.3401
387,300
NEAR OCEAN
-118.96
37.64
11
3,934
697
901
345
4.2381
242,700
INLAND
-118.31
34.03
47
1,315
null
785
245
1.23
138,400
<1H OCEAN
-122.61
38.93
14
231
36
108
31
4.3897
71,300
INLAND
-118.19
33.95
42
2,309
685
2,609
673
2.7206
162,100
<1H OCEAN
-118.13
33.93
19
1,793
447
1,222
452
2.6862
195,800
<1H OCEAN