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
-118.15
33.77
41
3,448
896
1,621
838
4.5
339,800
NEAR OCEAN
-118.22
33.95
42
3,896
981
4,496
993
3.153
150,900
<1H OCEAN
-118.3
34.1
36
2,284
899
1,964
839
1.9297
203,300
<1H OCEAN
-117.12
32.7
14
819
237
827
237
1.3194
90,500
NEAR OCEAN
-120.7
36.99
32
320
73
222
78
2.9271
87,500
INLAND
-118.4
33.88
35
1,753
296
615
275
7.5
500,001
<1H OCEAN
-121.45
38.57
48
1,962
356
704
362
3.5313
147,900
INLAND
-117.88
33.85
25
1,234
351
507
285
2.3173
225,000
<1H OCEAN
-118.2
33.91
36
2,283
499
1,836
462
2.8793
118,100
<1H OCEAN
-117.03
33.32
14
1,088
209
601
193
3.8438
243,800
<1H OCEAN
-118.32
34.09
34
2,473
1,171
2,655
1,083
1.6331
162,500
<1H OCEAN
-118.45
37.7
15
2,199
453
899
347
2.35
107,800
INLAND
-119.78
36.8
34
2,200
493
1,243
431
1.8514
66,500
INLAND
-123.85
39.39
23
4,671
912
2,095
857
3.184
140,500
<1H OCEAN
-122.79
40.75
17
3,851
818
1,352
560
2.125
71,700
INLAND
-120.92
35.4
23
2,059
354
636
278
3.6908
278,800
NEAR OCEAN
-119.69
34.41
44
1,208
357
603
297
2.6103
500,000
<1H OCEAN
-117.82
33.88
15
5,392
895
2,531
827
6.2185
280,300
<1H OCEAN
-122.05
37.55
23
4,247
835
2,357
823
5.1321
211,300
NEAR BAY
-121.24
37.98
33
450
123
236
103
1.1964
80,400
INLAND
-118.26
33.94
44
1,103
265
760
247
1.6887
99,600
<1H OCEAN
-117.07
33.03
14
6,665
1,231
2,026
1,001
5.09
268,500
<1H OCEAN
-117.9
33.72
33
2,613
562
3,150
543
4.3899
180,700
<1H OCEAN
-118.28
33.68
8
2,842
522
1,624
510
3.7282
287,500
NEAR OCEAN
-120.66
35.2
13
5,138
713
1,838
645
5.9676
380,000
NEAR OCEAN
-118.14
33.75
39
1,995
634
867
567
4.0795
400,000
NEAR OCEAN
-118.08
34.01
33
1,091
233
890
226
2.7679
176,400
<1H OCEAN
-118.31
34.01
39
2,073
566
1,246
547
2.0417
117,100
<1H OCEAN
-118.25
34.1
42
598
147
312
144
2.625
164,300
<1H OCEAN
-122.06
37.85
17
7,475
1,556
2,092
1,449
3.6437
186,500
NEAR BAY
-122.3
38.33
15
4,741
956
2,043
856
4.1862
183,600
NEAR BAY
-118.51
34.19
38
2,182
409
1,141
379
4.2865
221,100
<1H OCEAN
-117.72
34.05
31
2,220
526
1,662
472
2.7321
104,300
INLAND
-122.4
37.6
30
5,351
1,134
2,558
1,074
3.5817
369,300
NEAR OCEAN
-122.43
37.73
52
1,583
347
935
341
4.6786
263,200
NEAR BAY
-121.32
38.41
17
4,401
655
1,970
639
5.8239
247,500
INLAND
-117.25
34.12
17
3,107
752
2,160
643
1.8463
72,600
INLAND
-118.45
34.27
33
1,194
229
839
230
3.705
185,800
<1H OCEAN
-117.25
33
14
2,518
458
931
414
5.8393
485,300
NEAR OCEAN
-118.1
33.97
35
2,426
529
2,010
514
2.9922
163,500
<1H OCEAN
-121.6
37.13
14
9,483
1,361
4,108
1,281
7.5
344,500
<1H OCEAN
-117.96
33.68
25
2,004
349
1,085
343
4.7656
230,700
<1H OCEAN
-124.16
41.92
19
1,668
324
841
283
2.1336
75,000
NEAR OCEAN
-118.22
34.09
45
1,072
275
996
243
2.8194
165,000
<1H OCEAN
-118.36
34.05
45
1,879
395
946
409
3.3333
254,700
<1H OCEAN
-122.27
37.77
23
5,679
1,270
2,690
1,151
4.7695
291,700
NEAR BAY
-117.74
34.05
29
2,452
700
3,029
665
2.1354
110,700
INLAND
-118.01
33.89
34
1,653
292
1,003
310
4.6
203,400
<1H OCEAN
-117.31
34.39
15
1,703
273
847
266
3.7917
123,400
INLAND
-117.18
34.04
41
1,766
288
753
278
4.9125
140,700
INLAND
-121.62
36.69
12
512
144
767
149
2.2667
72,900
<1H OCEAN
-122.3
37.89
46
1,520
402
815
375
2.8036
211,600
NEAR BAY
-121.91
37.69
23
2,179
308
926
299
5.9345
259,600
<1H OCEAN
-122.25
40.15
15
1,677
346
858
327
2.4375
59,200
INLAND
-122.48
38.31
29
2,375
560
1,124
502
2.3276
166,200
<1H OCEAN
-118.32
34.09
28
2,173
819
2,548
763
1.879
218,800
<1H OCEAN
-122.02
37.26
34
1,764
243
692
223
8.0331
500,001
<1H OCEAN
-121.29
38.6
29
1,276
225
600
223
4.0938
109,100
INLAND
-121.7
37.93
19
2,005
405
972
403
2.2216
156,700
INLAND
-122.44
38.34
25
3,106
715
1,262
665
1.9487
233,500
<1H OCEAN
-118.47
34.25
21
2,692
477
1,330
456
4.5417
238,900
<1H OCEAN
-122.73
38.44
28
1,073
241
652
238
2.4
146,200
<1H OCEAN
-117.65
33.4
17
2,737
654
910
492
3.5729
370,800
NEAR OCEAN
-121.48
36.49
28
1,006
228
738
193
1.9722
210,700
<1H OCEAN
-117.84
33.89
24
3,935
625
1,912
593
5.7951
226,900
<1H OCEAN
-117.91
33.83
9
1,160
368
735
325
1.119
175,000
<1H OCEAN
-122.5
37.76
46
2,226
480
1,272
468
4.2644
284,100
NEAR OCEAN
-118.2
34.04
36
1,625
490
2,003
478
2.181
147,200
<1H OCEAN
-118.14
33.76
37
3,242
698
1,080
629
3.901
432,500
NEAR OCEAN
-118.89
34.33
23
366
62
265
66
3.125
375,000
<1H OCEAN
-122.06
37.65
33
1,227
286
848
291
3.8036
158,200
NEAR BAY
-121.2
37.8
24
1,698
344
927
313
3.5625
130,800
INLAND
-117.2
33.07
5
10,394
1,617
4,496
1,553
5.9289
411,300
NEAR OCEAN
-117.38
33.98
52
2,274
571
1,167
504
2.0284
101,600
INLAND
-121.14
37.46
4
2,919
503
1,592
491
5.2452
161,900
INLAND
-122.94
38.57
33
1,530
266
728
250
5.1005
266,700
<1H OCEAN
-121.96
37.74
2
200
20
25
9
15.0001
350,000
<1H OCEAN
-117.32
33.22
16
1,057
232
316
221
2.7417
91,700
NEAR OCEAN
-118.19
34.05
29
855
199
785
169
2.6964
122,200
<1H OCEAN
-118.19
33.86
35
1,133
296
774
271
2.2381
137,500
<1H OCEAN
-118.36
33.88
22
1,388
336
930
287
2.7981
275,000
<1H OCEAN
-122.3
37.54
39
4,292
1,097
1,758
987
2.9405
340,500
NEAR OCEAN
-117.68
33.48
15
1,786
299
727
293
5.0527
231,400
<1H OCEAN
-119.69
36.74
17
2,438
598
1,563
538
1.5449
62,500
INLAND
-121.93
37.3
14
6,277
1,742
3,025
1,630
4.0653
234,200
<1H OCEAN
-120.91
38.62
12
4,545
748
2,033
718
4.1843
207,600
INLAND
-118.4
34.17
24
6,347
null
2,945
1,492
3.3545
221,500
<1H OCEAN
-118.61
34.17
19
5,944
1,345
2,372
1,250
3.8819
328,900
<1H OCEAN
-122.26
37.54
16
2,118
333
770
318
7.2477
376,000
NEAR BAY
-121.3
37.96
24
1,212
366
1,202
343
1.7875
76,800
INLAND
-120.23
37.96
52
1,230
262
609
243
2.0057
68,200
INLAND
-118.49
34.03
30
4,061
927
1,487
865
4.1827
435,100
<1H OCEAN
-121.91
36.85
22
2,442
624
1,301
290
3.1563
300,000
NEAR OCEAN
-122.16
37.45
47
4,234
null
1,808
1,093
4.2297
425,000
NEAR BAY
-122.3
37.57
36
2,406
436
1,189
403
4.7917
276,100
NEAR BAY
-117.95
33.63
27
2,489
481
1,082
443
5.8777
358,800
<1H OCEAN
-122.42
37.8
52
3,321
1,115
1,576
1,034
2.0987
458,300
NEAR BAY
-122.54
37.97
39
4,193
762
1,833
737
5.6263
352,100
NEAR BAY
-119.22
35.68
16
2,874
677
3,078
651
1.8843
55,200
INLAND
-118.19
34.02
44
2,702
770
3,260
721
2.3575
144,800
<1H OCEAN