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
-122.1
37.37
40
2,224
354
929
345
8.1064
500,001
NEAR BAY
-121.46
38.63
26
3,185
658
2,444
626
1.56
67,600
INLAND
-117.69
33.6
16
2,205
393
1,333
402
3.475
279,500
<1H OCEAN
-119.22
34.15
32
3,152
596
3,490
526
2.725
450,000
NEAR OCEAN
-120.47
34.64
8
2,482
586
1,427
540
3.071
120,400
NEAR OCEAN
-122.37
37.93
37
709
190
644
174
0.8641
84,200
NEAR BAY
-121.32
36.79
30
516
90
288
95
3.6333
202,500
INLAND
-118.13
34.07
20
2,130
654
1,870
578
2.3664
192,200
<1H OCEAN
-118.33
34.16
23
1,359
428
770
380
3.4016
234,600
<1H OCEAN
-117.93
33.83
30
1,561
381
1,104
391
3.375
201,900
<1H OCEAN
-119.29
36.3
20
1,157
179
572
191
5.3495
177,300
INLAND
-117.14
32.71
52
500
null
480
108
1.8696
91,100
NEAR OCEAN
-117.08
32.91
16
1,653
228
690
224
6.5853
248,400
<1H OCEAN
-118.35
33.96
26
2,773
681
1,560
631
3.1354
164,300
<1H OCEAN
-118.27
34.46
10
2,184
405
1,119
370
4.7437
294,000
INLAND
-118.47
34.04
21
5,041
1,491
2,719
1,420
3.5335
268,800
<1H OCEAN
-118.39
33.82
30
3,433
918
1,526
828
4.5817
500,001
NEAR OCEAN
-121.06
39.23
10
2,229
537
982
512
2.186
132,700
INLAND
-120.27
37.12
17
3,328
628
1,580
619
2.9861
81,500
INLAND
-117.08
33.23
14
3,337
571
1,385
512
4.15
272,200
<1H OCEAN
-122.07
37.69
31
5,914
1,309
2,999
1,295
3.0964
190,500
NEAR BAY
-121.13
38.55
8
530
109
398
96
4.2031
212,500
INLAND
-118.1
33.98
34
1,357
310
1,042
287
3.4083
156,700
<1H OCEAN
-121.91
37.44
19
2,174
484
1,645
484
5.0362
255,100
<1H OCEAN
-118.41
34.27
38
858
203
1,250
204
2.9219
137,900
<1H OCEAN
-122.12
37.37
18
1,617
231
555
222
8.9021
500,001
NEAR BAY
-118.47
34.04
32
2,909
748
1,310
706
4.516
350,000
<1H OCEAN
-122.17
37.78
52
653
128
296
121
4.175
144,000
NEAR BAY
-117.65
33.53
7
6,814
785
2,175
681
10.49
500,001
<1H OCEAN
-118.04
34
30
5,308
854
2,114
838
5.1985
279,200
<1H OCEAN
-121.05
38.92
34
2,144
372
899
378
3.3021
158,800
INLAND
-116.77
33.08
13
1,406
260
737
279
5.5842
239,100
<1H OCEAN
-118.24
34.15
45
1,235
271
499
263
3.1435
282,600
<1H OCEAN
-118.18
34.13
52
2,228
475
1,311
452
3.5341
182,100
<1H OCEAN
-117.85
33.79
46
1,846
383
867
336
3.4234
200,000
<1H OCEAN
-121.32
37.67
21
1,494
271
781
255
4.3015
250,000
INLAND
-122
37.51
7
6,352
1,390
3,223
1,316
4.9867
181,700
<1H OCEAN
-122.39
37.72
45
2,893
570
1,923
535
3.6607
192,300
NEAR BAY
-117.96
34.07
35
2,819
529
1,508
485
4.6118
191,700
<1H OCEAN
-117.6
33.85
9
6,538
955
2,928
892
5.3006
221,400
<1H OCEAN
-119.04
35.41
20
3,268
833
1,622
758
1.3587
67,500
INLAND
-122.25
37.89
42
2,863
460
1,031
448
6.7138
368,600
NEAR BAY
-118.31
33.76
26
4,486
709
1,873
719
6.5704
414,700
<1H OCEAN
-122.27
40.53
17
2,255
416
1,171
411
2.875
129,800
INLAND
-118.49
34.21
25
1,131
449
746
420
1.3565
225,000
<1H OCEAN
-122.43
37.79
52
3,219
969
1,152
830
4.2042
500,001
NEAR BAY
-117.31
34.13
38
1,287
284
1,047
269
2.2865
65,500
INLAND
-119.85
36.82
16
1,852
274
887
286
5.5405
119,300
INLAND
-121.59
37.19
52
220
32
55
26
15.0001
131,300
<1H OCEAN
-119.28
34.27
44
706
176
399
149
3.0089
166,700
NEAR OCEAN
-118.63
34.24
9
4,759
924
1,884
915
4.8333
277,200
<1H OCEAN
-117.17
32.63
26
1,617
279
2,745
250
3.5357
67,500
NEAR OCEAN
-117.35
34
38
1,214
254
723
236
2.5469
87,800
INLAND
-118.05
33.97
36
2,854
688
2,816
673
3.6
154,000
<1H OCEAN
-118.1
33.99
36
1,529
290
1,271
287
3.6875
175,200
<1H OCEAN
-118.99
37.63
10
7,744
1,573
483
224
3.2917
231,800
INLAND
-122.13
37.37
30
2,139
260
742
242
11.806
500,001
NEAR BAY
-117.28
33.04
12
4,459
928
2,471
888
3.5179
252,700
NEAR OCEAN
-117.25
33.05
16
2,794
476
1,387
442
4.3286
213,400
NEAR OCEAN
-118.43
33.97
16
70
7
17
4
7.7197
500,001
<1H OCEAN
-117.99
33.85
35
1,661
272
949
276
5.2548
192,600
<1H OCEAN
-122.11
37.68
37
1,976
481
1,197
465
2.5772
170,200
NEAR BAY
-121.89
36.63
20
1,834
554
971
514
3.0383
217,300
<1H OCEAN
-118.45
33.8
31
4,803
575
1,490
577
11.9993
500,001
NEAR OCEAN
-122.14
37.67
34
3,036
533
1,366
500
4.2386
192,300
NEAR BAY
-118.43
34.04
52
2,425
435
962
412
5.8587
494,700
<1H OCEAN
-122.73
38.4
30
3,689
746
2,250
697
2.975
157,300
<1H OCEAN
-120.9
37.76
20
570
112
304
108
2.2024
156,300
INLAND
-123.37
39.43
32
2,780
470
1,281
479
3.588
96,000
<1H OCEAN
-118.34
33.9
23
2,395
498
1,309
493
4.9779
224,600
<1H OCEAN
-116.99
33.2
17
2,980
539
1,531
505
3.1553
250,000
<1H OCEAN
-121.28
37.82
10
9,205
1,774
5,935
1,673
3.65
119,400
INLAND
-117.11
32.67
52
204
74
248
57
1.7961
47,500
NEAR OCEAN
-118.03
33.97
36
1,601
290
715
284
4.8152
232,400
<1H OCEAN
-117.82
33.67
17
2,895
439
1,588
450
6.276
290,700
<1H OCEAN
-119.76
36.82
17
6,932
1,486
3,056
1,453
2.3375
99,300
INLAND
-117.95
34.07
37
1,987
399
1,279
378
4.1172
176,500
<1H OCEAN
-117.94
33.82
34
1,347
212
676
201
3.8828
215,400
<1H OCEAN
-118.32
34.17
40
1,868
356
799
403
2.9306
279,300
<1H OCEAN
-118.35
33.9
22
1,127
287
697
241
3.3971
220,300
<1H OCEAN
-117.72
33.63
15
1,362
255
378
202
1.9
162,500
<1H OCEAN
-117.09
32.91
9
2,012
316
802
289
6.5706
255,700
<1H OCEAN
-116.26
33.07
17
934
284
452
184
1.9875
83,700
INLAND
-118.35
34.21
42
1,073
220
804
226
3.75
172,600
<1H OCEAN
-121.55
39.51
48
827
198
396
161
0.8024
58,300
INLAND
-117.24
34.13
24
1,203
310
594
187
1.1522
87,500
INLAND
-122.08
37.68
15
3,051
685
1,479
668
3.5295
242,200
NEAR BAY
-122.26
37.89
52
3,706
531
1,205
504
6.6828
370,900
NEAR BAY
-117.38
33.89
12
3,964
524
1,707
549
5.1624
267,900
INLAND
-117.04
32.8
25
2,504
345
1,067
350
5.7416
243,400
<1H OCEAN
-119.05
36.09
9
3,297
568
1,749
568
4.0217
99,200
INLAND
-118.11
33.9
36
1,347
278
748
278
5.1423
183,100
<1H OCEAN
-118.41
33.97
37
1,629
275
668
266
6.1333
387,200
<1H OCEAN
-117.85
33.84
17
2,830
502
1,370
459
5.1785
247,300
<1H OCEAN
-117.91
33.61
40
2,790
531
952
424
4.8
500,001
<1H OCEAN
-118.19
33.83
43
2,641
411
1,011
444
6.4468
444,200
NEAR OCEAN
-117.05
32.67
32
4,227
785
2,842
795
3.9646
137,800
NEAR OCEAN
-118.47
34.42
17
913
228
530
201
3.038
238,500
<1H OCEAN
-119.68
34.44
23
2,600
398
917
374
8.7394
500,001
<1H OCEAN
-122.86
38.61
52
1,753
380
982
380
3.4013
183,300
<1H OCEAN