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
-117.17
32.69
45
3,168
598
1,341
562
4.5189
422,200
NEAR OCEAN
-117.9
33.92
27
698
116
391
126
5.9177
267,600
<1H OCEAN
-120.55
38.31
18
1,411
312
592
230
1.625
94,700
INLAND
-121.98
37.53
28
2,829
566
1,610
540
4.6
223,200
<1H OCEAN
-120.99
37.67
28
1,768
423
1,066
392
1.8315
90,500
INLAND
-120.88
37.37
24
1,294
222
684
221
2.6908
103,100
INLAND
-117.2
32.76
40
581
157
298
156
2.4
255,000
NEAR OCEAN
-117.06
32.75
34
1,917
419
1,181
426
3.0208
129,200
NEAR OCEAN
-118.39
34.23
18
3,405
831
3,001
795
3.0083
181,900
<1H OCEAN
-118.39
34.16
20
4,084
1,062
1,637
987
3.2388
256,300
<1H OCEAN
-117.88
34.01
16
6,756
1,332
4,429
1,299
4.7589
178,200
<1H OCEAN
-121.06
37.67
31
906
146
383
129
3.4167
196,900
INLAND
-119.45
36.59
28
1,274
215
572
202
3.825
84,200
INLAND
-120.16
39.04
18
2,040
402
350
129
4.0313
126,000
INLAND
-117.07
32.61
22
5,016
1,331
3,222
1,196
2.1441
135,500
NEAR OCEAN
-118.34
34.09
37
1,442
501
998
503
2.4432
200,000
<1H OCEAN
-121.85
37.36
15
3,148
1,116
3,556
1,037
3.0466
159,600
<1H OCEAN
-117.84
34
26
797
117
383
114
6.8758
253,800
<1H OCEAN
-117.89
33.94
20
3,349
685
1,822
675
4.7216
227,000
<1H OCEAN
-122.64
41.63
19
2,722
479
1,108
430
3.1062
100,000
INLAND
-119.69
36.43
29
1,799
356
1,278
387
1.7813
57,900
INLAND
-117.3
34.53
38
1,643
489
1,196
406
1.2275
64,100
INLAND
-118
33.93
35
802
153
445
150
5.0077
185,000
<1H OCEAN
-117.13
32.7
35
1,179
344
1,372
330
1.9509
70,200
NEAR OCEAN
-122.23
38.05
52
1,736
358
638
297
2.5517
147,100
NEAR BAY
-118.16
33.78
33
2,048
585
2,074
597
2.0156
152,700
NEAR OCEAN
-118.07
34.51
14
2,798
459
1,236
404
4.8667
239,900
INLAND
-122.45
37.78
52
2,686
606
1,392
578
4
355,300
NEAR BAY
-117.27
34.49
7
2,344
351
846
314
4.7361
174,500
INLAND
-121.76
36.92
20
2,687
637
2,154
610
2.6434
169,700
<1H OCEAN
-122.12
37.45
38
1,276
314
955
287
2.0096
155,700
NEAR BAY
-122.19
39.5
23
462
97
261
90
2.1705
53,000
INLAND
-117.91
33.9
27
829
114
383
133
9.3125
293,500
<1H OCEAN
-117.19
32.83
30
3,225
555
1,601
532
4.3317
173,300
NEAR OCEAN
-118.19
33.78
35
1,511
593
914
539
0.9318
187,500
NEAR OCEAN
-122.15
37.74
41
856
178
571
191
3.1458
130,600
NEAR BAY
-118.14
34.14
24
10,239
2,823
4,210
2,565
3.6997
225,000
<1H OCEAN
-121.38
36.85
13
4,115
782
2,903
747
3.7316
192,400
INLAND
-118.01
34.16
47
1,745
270
753
275
5.532
318,500
INLAND
-122.49
38.32
17
3,308
720
1,587
632
3.2727
176,000
<1H OCEAN
-118.39
34.09
28
2,347
608
785
548
4.4167
425,000
<1H OCEAN
-117.77
33.71
13
1,939
247
928
244
8.1111
379,800
<1H OCEAN
-118.51
34.03
37
4,072
905
1,468
923
3.8571
500,001
<1H OCEAN
-121.96
39.3
39
701
130
271
89
2.1845
112,500
INLAND
-121.87
37.29
18
1,892
568
974
553
2.3715
228,000
<1H OCEAN
-120.62
35.28
28
3,952
592
1,469
571
6.3144
328,800
NEAR OCEAN
-117.13
32.72
17
1,285
423
1,208
409
1.758
126,600
NEAR OCEAN
-117.68
33.6
24
1,956
262
969
256
6.8154
265,900
<1H OCEAN
-121.25
37.94
30
1,509
308
967
278
1.7798
65,900
INLAND
-118.19
34.04
40
1,279
316
1,438
329
2.1774
157,600
<1H OCEAN
-119.12
36.69
13
3,963
812
1,905
671
2.2278
90,500
INLAND
-117.91
33.64
37
1,998
472
1,030
436
3.9306
268,400
<1H OCEAN
-121.88
37.3
16
2,692
749
1,674
681
2.6763
191,100
<1H OCEAN
-117.65
33.59
8
2,649
340
1,238
354
8.0409
337,900
<1H OCEAN
-123.02
38.36
16
1,496
298
778
284
3.8589
268,800
NEAR OCEAN
-122.18
37.45
43
2,061
437
817
385
4.4688
460,200
NEAR BAY
-122.05
37.57
7
10,648
1,818
6,075
1,797
6.1047
278,200
NEAR BAY
-117.72
34.03
17
2,902
476
1,652
479
5.6029
161,800
INLAND
-117.85
34.12
30
4,367
1,033
2,524
954
3.0448
192,100
INLAND
-121.67
38.54
13
6,141
1,019
2,553
967
4.2432
326,500
INLAND
-117.19
34.08
22
2,467
555
1,567
494
2.6536
84,700
INLAND
-121.92
37.72
22
4,638
716
2,302
687
5.347
219,500
<1H OCEAN
-122.41
37.62
49
1,464
302
636
259
4.25
284,100
NEAR OCEAN
-118.41
34.17
27
3,277
648
1,382
615
3.875
366,100
<1H OCEAN
-122.13
37.44
42
2,390
462
1,146
468
6.3111
397,400
NEAR BAY
-122.3
37.92
33
1,615
271
710
285
4.0804
239,000
NEAR BAY
-118.36
33.88
28
1,313
319
827
308
2.65
260,800
<1H OCEAN
-122.32
38.29
21
1,607
356
834
352
2.3787
177,900
NEAR BAY
-118.33
33.86
36
854
160
473
150
6.3992
259,600
<1H OCEAN
-119.04
36.07
17
2,623
659
1,912
618
1.5893
52,000
INLAND
-118.38
34.04
35
2,237
592
1,794
543
2.2961
207,700
<1H OCEAN
-119.57
36.44
30
1,860
337
1,123
347
3.4926
94,200
INLAND
-118.1
33.96
40
1,743
328
981
291
3.6667
173,100
<1H OCEAN
-115.55
32.79
22
565
162
692
141
1.2083
53,600
INLAND
-117.71
34.07
24
1,948
362
1,286
364
3.6
139,300
INLAND
-121.74
37.35
34
440
90
217
93
5.2327
500,001
<1H OCEAN
-122.2
37.78
39
1,752
399
1,071
376
3.1167
121,600
NEAR BAY
-118.42
34.19
33
3,353
790
2,318
775
2.2589
269,700
<1H OCEAN
-122.42
37.75
52
1,855
611
1,715
614
2.1289
250,000
NEAR BAY
-122.31
37.94
38
1,794
349
810
335
3.8343
191,400
NEAR BAY
-122.26
37.53
4
5,233
1,109
1,690
907
6.2007
311,800
NEAR BAY
-121.89
37.32
41
977
265
865
253
3.2317
184,800
<1H OCEAN
-122.19
37.76
52
2,024
391
1,030
350
2.4659
94,700
NEAR BAY
-118.13
34.16
36
2,162
658
1,337
590
2.2095
176,700
<1H OCEAN
-118.1
34.57
7
20,377
4,335
11,973
3,933
3.3086
138,100
INLAND
-122.26
37.45
17
2,742
441
986
421
5.9285
496,000
NEAR OCEAN
-122.25
37.8
52
2,087
510
1,197
488
3.0149
218,400
NEAR BAY
-122.4
37.8
52
1,860
575
679
448
4.775
500,001
NEAR BAY
-118.53
34.2
33
3,270
818
2,118
763
3.225
205,300
<1H OCEAN
-118.13
33.81
37
1,013
199
493
183
4.7845
231,400
<1H OCEAN
-122.5
37.74
44
2,082
470
1,154
403
4.3611
268,100
NEAR OCEAN
-117.12
34.21
19
4,641
994
1,334
474
4.5972
123,900
INLAND
-120.1
39.33
9
2,738
510
1,193
412
4.3958
124,800
INLAND
-117.73
35.73
35
2,916
594
1,870
432
3.625
55,000
INLAND
-117.11
32.76
28
1,457
397
672
342
1.9799
122,700
NEAR OCEAN
-122.02
37.31
34
2,629
433
1,301
431
6.083
341,400
<1H OCEAN
-121.5
38.56
46
2,646
645
1,684
616
1.128
123,100
INLAND
-118.3
33.93
35
1,300
356
1,216
326
1.2
99,200
<1H OCEAN
-117.21
33.93
4
10,002
1,468
5,439
1,397
5.0223
152,600
INLAND
-118.45
34.07
13
4,284
1,452
3,806
1,252
1.3125
350,000
<1H OCEAN