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
-121.38
38.66
17
3,778
939
2,393
862
1.8972
100,500
INLAND
-118.21
34.09
34
1,660
412
1,678
382
2.7708
148,200
<1H OCEAN
-119.88
34.42
22
2,367
492
1,333
488
3.6304
312,200
NEAR OCEAN
-117.06
32.68
36
3,815
796
2,945
728
2.0959
125,000
NEAR OCEAN
-121.92
37.32
28
2,089
641
1,666
587
2.3633
198,400
<1H OCEAN
-119.2
34.26
25
2,203
367
1,194
377
5.4087
223,200
NEAR OCEAN
-121.74
38.55
34
2,299
579
1,300
536
1.6435
148,500
INLAND
-118.3
34.19
14
3,615
913
1,924
852
3.5083
280,900
<1H OCEAN
-117.23
33.24
26
1,991
330
1,014
304
4.3068
240,100
<1H OCEAN
-118.15
33.78
35
2,768
752
1,277
651
3.6193
250,000
NEAR OCEAN
-121.93
37.27
28
3,428
753
1,753
729
4.1033
281,000
<1H OCEAN
-119.69
36.79
13
1,736
313
993
314
3.7697
83,600
INLAND
-121.08
38.85
10
2,509
422
1,037
389
6
220,100
INLAND
-119.56
36.09
35
1,648
285
792
265
3.2847
64,700
INLAND
-122.3
38.3
52
1,128
207
450
197
3.3542
154,600
NEAR BAY
-117.71
34.06
27
2,127
628
1,970
534
1.4722
91,300
INLAND
-118.49
34.29
26
4,516
611
1,714
581
9.2873
431,800
<1H OCEAN
-118.11
33.85
36
887
163
482
157
4.125
219,500
<1H OCEAN
-117.63
34.09
8
3,557
890
2,251
765
2.6818
114,100
INLAND
-122.41
37.98
36
60
15
42
25
1.4583
67,500
NEAR BAY
-121.03
39.21
28
2,843
535
1,310
525
3.2337
123,100
INLAND
-118.37
33.98
39
303
69
131
73
4.3438
331,800
<1H OCEAN
-118.45
34.24
7
3,299
794
2,343
647
3.0865
205,900
<1H OCEAN
-122.08
37.68
26
2,607
682
1,401
607
2.6563
184,100
NEAR BAY
-117.89
33.61
42
1,301
280
539
249
5
500,001
<1H OCEAN
-117.71
34.03
11
3,467
749
2,163
676
3.4267
164,400
INLAND
-118.18
33.8
15
2,407
589
1,591
506
3.0513
148,100
NEAR OCEAN
-118.18
33.78
17
1,419
436
1,300
360
2.0769
100,000
NEAR OCEAN
-117.03
32.7
19
2,304
572
2,010
556
2.2866
109,900
NEAR OCEAN
-119.18
34.21
30
1,096
231
741
229
3.8625
234,700
NEAR OCEAN
-118.44
35.75
23
3,166
700
1,097
493
2.6288
96,000
INLAND
-122.13
38.02
52
2,378
508
940
451
2.9583
166,000
NEAR BAY
-118.19
33.77
52
1,562
616
692
512
1.4048
200,000
NEAR OCEAN
-117.38
33.94
21
2,468
380
1,164
385
4.0625
136,800
INLAND
-123.01
38.67
33
914
147
394
132
4.6875
246,200
<1H OCEAN
-121.31
37.99
23
3,135
707
1,650
680
1.886
105,300
INLAND
-119.45
36.6
36
2,294
489
1,430
454
1.8975
60,900
INLAND
-122.29
37.89
52
2,248
422
870
377
3.4732
246,200
NEAR BAY
-119.95
36.8
30
1,233
214
620
199
3.4297
112,500
INLAND
-117.22
32.85
26
1,647
261
694
259
4.6875
274,400
NEAR OCEAN
-117.95
33.85
13
6,963
1,426
3,892
1,375
4.1325
203,500
<1H OCEAN
-118.43
34.26
30
1,246
373
1,990
369
3.5104
140,900
<1H OCEAN
-121.64
36.68
16
6,568
1,603
6,012
1,565
2.3463
156,100
<1H OCEAN
-118.01
33.95
37
1,165
210
627
221
4.6923
181,000
<1H OCEAN
-116.12
33.53
17
2,421
820
2,971
685
1.654
100,000
INLAND
-117.11
32.59
17
2,020
534
1,529
500
2.1773
143,200
NEAR OCEAN
-121.96
37.32
11
1,711
493
1,094
543
3.73
227,700
<1H OCEAN
-118.52
34.2
35
2,891
594
1,757
581
4.3571
199,800
<1H OCEAN
-117.12
34.04
25
2,495
438
1,071
405
4.8173
146,600
INLAND
-117.25
32.86
25
2,911
533
1,137
499
5.1023
500,001
NEAR OCEAN
-122.12
37.29
11
436
70
212
75
8.6196
500,001
<1H OCEAN
-124.14
41.95
21
2,696
578
1,208
494
2.275
122,400
NEAR OCEAN
-121.51
38.51
33
2,918
439
1,085
427
5.5208
171,300
INLAND
-118.19
34.09
41
2,090
530
2,043
537
1.9706
144,200
<1H OCEAN
-118.27
33.98
30
1,966
584
2,028
535
1.625
101,500
<1H OCEAN
-121.89
37.25
21
2,080
352
1,040
325
5.2887
264,500
<1H OCEAN
-117.56
34.12
4
6,956
1,271
3,455
1,228
4.7193
178,700
INLAND
-122.61
38.23
18
2,042
420
914
400
2.9871
193,800
<1H OCEAN
-119.06
35.36
9
1,228
234
409
212
4.3482
95,200
INLAND
-118.2
33.8
52
1,009
216
614
231
4.0074
200,800
NEAR OCEAN
-117.2
32.86
4
4,308
1,095
1,923
932
3.9356
267,000
NEAR OCEAN
-118.31
34.17
12
3,188
931
2,118
850
3.1823
218,300
<1H OCEAN
-118.16
33.84
36
2,220
367
1,002
351
5.0719
219,500
<1H OCEAN
-117.12
32.7
36
1,011
253
763
226
1.8187
84,100
NEAR OCEAN
-122.31
40.45
25
2,596
557
1,536
549
2.0221
60,400
INLAND
-122.33
37.94
45
1,226
279
590
260
2.8833
140,400
NEAR BAY
-118.4
34.24
35
2,552
545
1,850
503
4.775
179,500
<1H OCEAN
-118.21
34.03
45
1,860
472
1,893
456
2.6573
141,800
<1H OCEAN
-118.54
34.17
25
3,352
891
1,815
860
2.8528
425,000
<1H OCEAN
-121.84
37.24
24
7,991
1,286
4,017
1,213
5.4741
238,800
<1H OCEAN
-119.32
36.21
29
1,220
232
619
246
3.3125
78,300
INLAND
-121.18
37.79
16
1,326
286
509
297
1.9464
112,500
INLAND
-118.33
34.05
48
2,405
527
1,868
502
3.375
257,800
<1H OCEAN
-122.42
37.63
46
1,811
337
796
333
3.43
292,900
NEAR OCEAN
-117.07
32.78
26
3,725
623
1,516
627
4.7143
268,300
NEAR OCEAN
-117.81
33.64
16
2,404
349
868
329
11.0138
442,100
<1H OCEAN
-118.22
33.9
35
1,649
424
1,786
388
1.4091
105,600
<1H OCEAN
-121.85
39.74
39
1,139
265
623
264
2.2833
85,800
INLAND
-121.42
38.62
41
1,087
272
462
219
2.0224
64,900
INLAND
-118.24
33.96
34
946
254
1,101
239
1.7396
105,900
<1H OCEAN
-118.55
34.27
25
4,919
661
2,183
625
8.1356
352,800
<1H OCEAN
-118.88
34.22
16
2,343
393
2,007
383
5.756
302,700
<1H OCEAN
-117.94
34.02
27
5,026
955
3,899
930
3.871
162,900
<1H OCEAN
-118.42
34.27
35
2,700
702
3,444
679
1.4867
124,000
<1H OCEAN
-118.3
34.1
29
3,403
1,367
3,432
1,174
1.7083
166,700
<1H OCEAN
-121.82
37.38
32
1,650
246
768
263
6.8462
320,900
<1H OCEAN
-122.02
37.24
28
2,796
365
1,085
363
10.6834
500,001
<1H OCEAN
-120.45
34.64
40
1,051
235
574
201
2.0865
111,500
NEAR OCEAN
-117.99
33.78
15
4,273
993
2,300
946
3.5313
213,000
<1H OCEAN
-117.31
33.97
28
3,420
691
1,502
656
3.4896
140,300
INLAND
-117.7
33.53
5
6,698
1,254
2,834
1,139
5.9088
288,500
<1H OCEAN
-118.21
34.2
35
3,646
552
1,409
534
6.3794
500,001
<1H OCEAN
-118.3
34.1
35
7,517
2,961
5,899
2,769
1.9354
340,000
<1H OCEAN
-120.09
36.95
16
3,222
511
1,425
503
4.1544
119,400
INLAND
-118.11
34.2
36
4,915
725
1,897
700
6.827
359,400
INLAND
-117.89
34.09
37
1,813
394
1,100
375
3.4453
176,700
<1H OCEAN
-117.2
32.84
34
3,353
544
1,583
571
4.55
187,700
NEAR OCEAN
-122.25
38
16
2,978
411
1,531
400
6.5006
237,700
NEAR BAY
-116.85
32.83
17
4,234
770
2,191
725
3.6445
197,600
<1H OCEAN
-116.47
34.07
22
5,473
1,234
2,581
1,098
1.9375
65,300
INLAND