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
-118.43
34.27
31
1,130
276
1,533
269
4.2353
156,800
<1H OCEAN
-121.53
38.61
5
8,149
1,913
2,933
1,616
3.6788
178,800
INLAND
-123.85
39.42
11
1,804
506
895
451
1.7574
150,000
<1H OCEAN
-121.36
37.96
32
614
95
227
107
3.9922
247,400
INLAND
-117.07
32.6
13
1,607
435
983
400
2.2903
106,300
NEAR OCEAN
-117.75
33.84
16
3,491
502
1,496
509
6.6207
270,500
<1H OCEAN
-118.39
34.04
49
1,230
279
669
269
3.9038
308,300
<1H OCEAN
-122.04
37.85
27
6,039
780
2,181
761
9.5862
469,400
NEAR BAY
-122.59
37.99
36
4,869
871
1,899
827
4.1659
302,000
NEAR BAY
-117.8
33.85
16
4,151
637
1,558
604
5.806
304,900
<1H OCEAN
-117.64
34.03
11
2,050
382
1,044
371
4.8281
137,000
INLAND
-118.15
34.03
42
1,481
411
1,206
394
2.6806
189,300
<1H OCEAN
-116.31
33.67
11
4,686
851
2,466
731
3.3333
91,800
INLAND
-118.03
33.82
17
1,851
346
770
310
5.6093
244,400
<1H OCEAN
-118.52
34.17
20
17,377
4,457
7,450
4,204
3.2154
259,600
<1H OCEAN
-117.48
34.08
28
1,922
382
1,565
340
3.915
117,400
INLAND
-116.97
32.79
32
1,255
338
782
302
2.6635
113,600
<1H OCEAN
-115.57
32.8
33
1,192
213
1,066
211
4.5714
68,600
INLAND
-121.38
36.84
17
2,625
512
1,487
481
3.6354
221,200
INLAND
-117.2
33.24
12
4,992
null
2,106
801
6.2079
307,300
<1H OCEAN
-118.1
34.07
29
1,179
313
1,255
308
2.5964
176,800
<1H OCEAN
-117.68
35.03
28
2,969
648
1,644
570
3.4338
54,900
INLAND
-118.41
34
30
3,550
934
3,738
880
3.191
271,200
<1H OCEAN
-118.08
33.86
26
778
173
539
186
3.2679
236,500
<1H OCEAN
-117.89
33.6
36
1,496
247
441
203
7.8164
500,001
<1H OCEAN
-120.63
36.98
20
2,380
489
1,581
505
2.0595
61,300
INLAND
-120.57
38.35
17
1,504
358
661
250
2.2604
84,800
INLAND
-121.62
36.74
30
1,337
253
838
247
5.0374
165,400
<1H OCEAN
-121.83
38.45
15
5,115
776
2,540
794
4.8611
146,400
INLAND
-118.36
33.82
36
1,784
311
901
293
6.2247
339,000
<1H OCEAN
-118.14
33.91
34
1,766
410
974
404
3.0703
180,800
<1H OCEAN
-117.88
33.71
27
1,596
297
1,703
289
4.1
184,900
<1H OCEAN
-118.08
34.07
32
4,089
975
3,775
955
3.29
205,500
<1H OCEAN
-118.04
33.97
25
2,945
914
2,313
832
2.5686
177,500
<1H OCEAN
-116.94
32.87
24
2,824
441
1,480
471
5.2614
177,200
<1H OCEAN
-117.23
33.79
17
3,318
759
2,016
673
2.2969
89,300
INLAND
-119.05
35.33
18
12,707
2,685
7,009
2,552
2.9438
87,200
INLAND
-117.58
33.85
6
16,431
2,640
8,222
2,553
5.2861
195,100
INLAND
-122.14
37.08
18
2,420
439
1,278
416
5.2101
334,000
NEAR OCEAN
-122.12
37.16
32
1,602
317
752
275
5.1664
185,100
NEAR OCEAN
-118.12
33.96
38
1,301
264
877
275
4.625
191,300
<1H OCEAN
-119.23
34.27
29
3,298
804
1,509
711
3.8125
244,500
NEAR OCEAN
-118.31
33.73
33
2,265
366
986
388
5.4533
409,800
NEAR OCEAN
-118.16
33.78
29
3,684
1,301
3,891
1,143
1.6955
179,700
NEAR OCEAN
-122.49
37.77
52
2,342
458
1,170
458
3.7036
369,200
NEAR BAY
-119.69
36.83
7
2,075
353
1,040
362
3.9943
100,200
INLAND
-121.86
37.27
19
1,852
268
866
272
5.6139
279,500
<1H OCEAN
-117.69
34.06
25
1,881
433
1,337
417
2.5536
144,000
INLAND
-118.03
33.76
25
4,650
849
2,503
790
5.742
221,900
<1H OCEAN
-118.29
34.08
25
2,459
823
2,635
763
2.4
173,900
<1H OCEAN
-117.35
34.15
32
2,699
552
2,086
551
2.2974
84,500
INLAND
-121.69
38.87
38
412
93
304
95
2.6597
86,000
INLAND
-122.08
37.36
28
2,181
284
728
238
8.2266
500,001
NEAR BAY
-117.31
34.11
38
1,208
321
1,225
317
1.4663
64,000
INLAND
-122.85
39
20
1,580
318
753
252
1.8704
88,500
INLAND
-121.38
38.49
11
8,537
1,643
4,224
1,648
2.9647
108,900
INLAND
-118.29
34.06
27
2,456
1,111
4,137
1,104
1.5954
187,500
<1H OCEAN
-117.41
34.24
20
1,160
181
543
188
5.2072
164,300
INLAND
-118.33
35.64
15
2,966
669
1,007
465
1.5667
72,500
INLAND
-118.2
33.93
36
1,191
345
1,193
295
2.5185
138,800
<1H OCEAN
-122.34
37.57
28
3,751
949
1,691
846
3.9728
300,000
NEAR OCEAN
-122.07
37.44
21
4,599
986
2,756
943
2.9817
225,000
NEAR BAY
-121.48
38.57
38
2,809
805
1,243
785
1.8512
114,100
INLAND
-122.29
37.9
49
1,283
238
576
236
3.3333
276,800
NEAR BAY
-117.39
33.97
52
3,307
553
1,269
529
4.3176
136,200
INLAND
-122.26
37.77
52
1,670
350
793
299
2.9732
282,100
NEAR BAY
-120.66
35.1
19
1,583
392
704
269
2.1042
268,300
<1H OCEAN
-120.1
39.19
18
3,824
559
241
106
5.5456
360,000
INLAND
-120.62
35.13
26
3,971
803
1,792
723
2.7128
209,900
<1H OCEAN
-115.56
32.78
46
2,511
490
1,583
469
3.0603
70,800
INLAND
-117.75
34.05
27
437
108
469
97
1.7206
107,500
INLAND
-116.24
33.72
25
5,236
1,039
2,725
935
3.775
93,400
INLAND
-118.21
34.16
25
434
74
199
75
5.9199
420,500
<1H OCEAN
-121.31
38.57
9
2,748
521
1,663
565
3.5192
113,300
INLAND
-122.09
37.4
26
3,218
1,021
2,087
964
3.2875
182,700
NEAR BAY
-117.82
33.85
18
1,810
305
1,189
326
5.2227
213,500
<1H OCEAN
-122.34
37.95
44
1,788
368
933
329
2.875
133,400
NEAR BAY
-119.09
35.3
3
2,821
519
1,353
495
3.6852
109,800
INLAND
-119.06
35.35
20
9,351
2,139
4,584
1,953
2.575
69,900
INLAND
-122.32
38.12
12
5,382
928
3,928
921
5.3785
150,600
NEAR BAY
-118.08
33.76
27
529
159
193
155
2.0952
71,300
<1H OCEAN
-117.12
32.8
31
1,727
342
879
345
3.8125
166,300
NEAR OCEAN
-121.91
37.68
20
1,804
254
831
260
6.177
262,900
<1H OCEAN
-122.32
37.93
40
1,141
213
434
196
3.9464
186,900
NEAR BAY
-115.52
33.12
38
1,327
262
784
231
1.8793
60,800
INLAND
-118.47
34.14
34
3,646
610
1,390
607
7.629
500,001
<1H OCEAN
-118.52
34.04
43
2,167
254
761
256
13.6842
500,001
<1H OCEAN
-118.29
33.95
32
721
205
842
208
1.6029
89,700
<1H OCEAN
-120.7
38.69
13
4,492
821
2,093
734
4.0709
151,700
INLAND
-118.28
33.92
37
742
151
729
144
3.055
105,400
<1H OCEAN
-118.14
34.18
47
3,457
622
1,700
579
3.5164
226,500
<1H OCEAN
-122.1
37.96
25
1,374
206
569
235
6.3699
235,500
NEAR BAY
-117.89
33.92
34
1,473
312
1,025
315
3.8333
170,400
<1H OCEAN
-118.3
33.99
43
1,534
384
1,231
329
2.5437
94,500
<1H OCEAN
-122.48
37.85
42
6,297
1,307
2,096
1,205
6.4752
500,001
NEAR BAY
-122.16
37.75
46
954
161
429
154
2.925
142,900
NEAR BAY
-117.9
33.75
28
1,346
291
1,575
278
3.425
159,500
<1H OCEAN
-117.07
32.91
5
2,234
256
894
253
10.3354
477,600
<1H OCEAN
-122.66
38.45
26
2,081
339
906
323
4.4375
293,500
<1H OCEAN
-121.87
37.38
16
3,275
529
1,863
527
5.5429
269,100
<1H OCEAN