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
-120.5
37.32
13
1,936
384
1,158
367
2.75
83,200
INLAND
-122.22
37.77
52
1,137
301
866
259
2.59
96,400
NEAR BAY
-122.41
37.8
52
4,088
946
1,906
863
3.6065
433,300
NEAR BAY
-122.09
37.07
33
3,581
734
1,780
663
4.3429
214,300
NEAR OCEAN
-118.24
34.11
50
2,141
451
1,777
426
2.7679
178,800
<1H OCEAN
-118.99
35.38
30
1,390
361
1,116
298
1.3451
57,500
INLAND
-120.68
35.25
16
4,208
897
1,634
806
2.2868
233,700
NEAR OCEAN
-118.34
34.11
51
937
348
527
333
4.3571
468,800
<1H OCEAN
-122.73
38.44
20
2,919
508
1,711
500
3.875
140,300
<1H OCEAN
-120.21
36.77
20
1,745
348
1,093
302
2.3194
90,600
INLAND
-119.08
36.02
26
1,748
346
891
303
1.9439
62,100
INLAND
-119.88
34.4
25
2,741
623
2,272
624
2.2647
216,700
NEAR OCEAN
-122.41
37.75
52
1,919
404
1,483
421
3.4063
253,900
NEAR BAY
-118.32
34.09
30
1,871
766
2,595
819
2.0044
212,500
<1H OCEAN
-117.78
34.03
8
32,054
5,290
15,507
5,050
6.0191
253,900
<1H OCEAN
-118.19
33.93
40
1,334
276
1,226
278
3.4712
144,300
<1H OCEAN
-121.98
37.32
17
9,789
2,552
4,748
2,206
4.2531
279,800
<1H OCEAN
-118.28
33.93
21
847
278
1,283
277
1.4329
94,100
<1H OCEAN
-122.69
38.35
12
1,550
187
685
188
7.226
255,300
<1H OCEAN
-117.04
32.73
36
2,084
400
1,097
398
3.2717
130,700
NEAR OCEAN
-122.25
37.83
35
1,613
428
675
422
3.4722
243,100
NEAR BAY
-119.22
34.28
33
2,467
377
1,052
363
4.7333
257,500
NEAR OCEAN
-121.91
37.44
26
1,669
276
951
278
4.7794
225,800
<1H OCEAN
-118.31
34.26
41
1,297
327
733
315
3.0583
160,300
<1H OCEAN
-117.86
33.6
30
1,891
364
635
314
6.6265
500,001
<1H OCEAN
-120.96
37.64
36
60
12
51
14
3.625
67,500
INLAND
-122.33
37.96
46
1,222
236
819
251
3.9118
129,400
NEAR BAY
-122.25
38.15
24
2,917
543
1,878
531
3.7014
123,600
NEAR BAY
-121.9
37.33
52
1,009
231
929
210
2.5
162,500
<1H OCEAN
-118.29
34.07
24
4,021
1,707
3,727
1,529
1.7365
112,500
<1H OCEAN
-120.23
39.56
14
1,781
346
734
287
2.46
93,000
INLAND
-122.47
37.7
44
2,034
423
1,491
373
4.5341
236,500
NEAR OCEAN
-118.47
34.05
25
2,689
719
1,229
663
3.5909
500,001
<1H OCEAN
-121.32
38.71
14
4,594
774
2,474
782
4.5245
127,500
INLAND
-118.23
33.93
23
545
131
610
126
1.4861
95,100
<1H OCEAN
-122.32
38.32
22
2,483
528
1,478
492
4.0878
164,400
NEAR BAY
-118.4
33.97
35
913
161
451
172
5.6169
411,200
<1H OCEAN
-119.2
34.26
13
3,009
588
1,439
607
4.1845
199,500
NEAR OCEAN
-122.44
37.75
46
1,519
291
573
289
4.2667
338,800
NEAR BAY
-117.92
33.75
32
790
199
1,196
201
3.0625
142,800
<1H OCEAN
-122.29
40.39
17
1,682
332
887
316
1.8438
76,400
INLAND
-122.14
40.07
31
2,053
465
1,193
447
1.4923
44,400
INLAND
-118.1
33.91
36
726
null
490
130
3.6389
167,600
<1H OCEAN
-121.04
39
21
4,059
730
1,874
693
4.8051
174,300
INLAND
-122.36
37.94
26
1,540
343
1,007
338
1.3365
72,900
NEAR BAY
-117.95
34.16
17
7,116
1,089
3,538
1,083
6.2654
273,800
INLAND
-117.96
33.9
9
1,899
284
1,070
293
7.2532
381,500
<1H OCEAN
-117.83
33.67
17
2,634
641
1,454
560
3.7976
275,000
<1H OCEAN
-123.49
38.7
9
5,409
1,019
594
327
3.3125
295,400
NEAR OCEAN
-118.34
33.94
36
2,796
1,041
4,033
944
2.4886
160,700
<1H OCEAN
-118.32
33.81
28
2,142
445
1,140
422
4.8438
346,200
<1H OCEAN
-122.32
37.95
37
1,887
353
895
359
4.45
196,600
NEAR BAY
-118.12
33.84
37
2,706
462
1,331
476
5.0719
220,000
<1H OCEAN
-122.64
38.24
40
1,974
410
1,039
398
3.7917
151,600
<1H OCEAN
-121.85
37.33
19
735
158
597
134
4.5208
188,100
<1H OCEAN
-121.33
36.43
40
622
194
902
196
2.625
109,100
<1H OCEAN
-122.03
37.93
21
4,712
624
1,773
615
6.0918
344,800
NEAR BAY
-116.9
33.98
30
3,915
672
1,820
643
3.6339
98,600
INLAND
-118.07
34.16
35
3,585
671
1,401
623
4.125
330,000
INLAND
-122.33
38.31
14
6,778
947
2,768
1,014
6.1953
258,900
NEAR BAY
-116.94
32.78
17
13,559
2,656
6,990
2,533
3.434
193,200
<1H OCEAN
-121.13
37.73
40
1,126
220
667
235
3.3158
125,900
INLAND
-117.09
34.22
16
1,347
327
271
91
4
87,500
INLAND
-117.77
34.08
27
5,929
932
2,817
828
6.0434
214,800
INLAND
-118.27
33.81
42
865
208
811
218
3.8621
165,300
<1H OCEAN
-121.51
38.51
31
1,595
217
542
236
6.6112
251,600
INLAND
-122.35
40.56
16
2,801
614
1,695
563
1.9
81,600
INLAND
-119.28
36.33
10
1,051
297
927
274
0.78
55,500
INLAND
-121.93
37.4
34
148
28
132
13
3.375
67,500
<1H OCEAN
-118.13
34.04
36
1,938
364
1,118
374
3.5833
227,300
<1H OCEAN
-121.98
37.37
35
995
202
615
199
5.0942
217,500
<1H OCEAN
-121.14
35.55
13
5,383
1,070
1,880
796
3.8019
271,200
NEAR OCEAN
-122.29
38.4
28
2,024
340
844
309
4.7833
361,100
INLAND
-121.92
37.47
26
2,016
322
1,105
357
6.0878
246,900
<1H OCEAN
-118.42
34.15
31
1,861
430
736
360
5.2853
355,900
<1H OCEAN
-117.52
33.88
21
722
178
770
165
2.5656
102,500
INLAND
-118
33.92
26
2,830
399
1,204
404
6.1273
289,600
<1H OCEAN
-119.03
35.39
28
4,513
764
1,593
763
2.9821
118,700
INLAND
-122.18
37.78
33
142
31
575
47
3.875
225,000
NEAR BAY
-118.06
34.1
38
1,960
330
874
308
4.8594
265,900
<1H OCEAN
-120.73
37.38
37
653
176
827
176
1.9236
64,400
INLAND
-118.3
33.83
33
2,716
660
1,807
661
3.5473
226,300
<1H OCEAN
-121.75
36.91
42
1,368
468
2,312
484
2.5599
151,400
<1H OCEAN
-118.21
33.79
44
121
29
153
30
2.1964
150,000
NEAR OCEAN
-118.08
33.81
21
1,189
281
577
264
3.3155
237,500
<1H OCEAN
-117.79
34.11
18
3,814
721
1,881
692
4.4722
215,600
INLAND
-121.55
38.51
22
2,403
431
1,088
421
3.9
146,900
INLAND
-118.42
34.25
36
1,430
331
1,502
312
3.6292
145,200
<1H OCEAN
-119.18
36.4
39
1,730
310
899
309
2.6648
129,200
INLAND
-122.11
37.36
34
1,575
183
511
180
13.1867
500,001
NEAR BAY
-118.99
35.27
32
444
102
242
87
1.1528
150,000
INLAND
-121.18
39.23
8
2,112
360
782
344
3.7125
175,000
INLAND
-121.22
37.8
13
335
89
247
77
1.6111
74,100
INLAND
-118.18
33.78
52
1,180
381
1,046
332
1.5603
162,500
NEAR OCEAN
-121.02
40.51
17
890
167
406
154
3.3036
78,300
INLAND
-117.03
32.73
38
3,174
606
1,557
619
3.5861
123,600
NEAR OCEAN
-121.28
38.9
31
1,297
259
765
240
2.7656
93,600
INLAND
-118.32
33.9
35
3,189
680
1,882
651
3.6625
188,000
<1H OCEAN
-118.07
34.1
32
4,275
null
2,812
1,012
3.3512
214,100
<1H OCEAN
-117.12
32.76
28
2,160
608
1,339
571
1.9152
128,100
NEAR OCEAN