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
-118.3
33.78
35
2,572
504
1,172
519
4.6207
304,100
<1H OCEAN
-118.39
34.05
35
2,458
576
1,047
554
4.0283
412,500
<1H OCEAN
-117.1
32.71
9
1,931
472
1,628
445
2.085
92,600
NEAR OCEAN
-117.09
32.64
30
3,171
862
2,126
800
2.507
142,700
NEAR OCEAN
-119.42
35.97
21
554
121
426
122
2.3516
47,500
INLAND
-118.31
34.06
52
2,124
756
1,920
756
2.1435
328,900
<1H OCEAN
-118.4
34.17
24
4,443
1,283
2,421
1,180
2.2652
269,200
<1H OCEAN
-122.04
37.66
10
2,031
357
867
352
5.3169
299,200
NEAR BAY
-118.34
33.93
35
1,213
284
742
253
4.0625
159,900
<1H OCEAN
-121.8
37.7
22
5,533
943
2,474
910
4.7361
216,800
INLAND
-117.11
33.11
17
2,641
627
1,167
647
2.2875
132,400
<1H OCEAN
-117.8
33.53
41
2,017
489
783
403
4.1591
500,001
<1H OCEAN
-116.15
33.64
10
1,711
499
1,896
443
1.6557
65,400
INLAND
-117.05
32.75
35
2,144
388
1,003
383
3.0938
137,300
NEAR OCEAN
-118.36
33.86
37
1,249
218
583
214
5.7422
330,700
<1H OCEAN
-117.9
33.71
16
4,208
630
2,592
662
6.1966
260,500
<1H OCEAN
-118.56
34.23
36
3,215
529
1,710
539
5.5126
248,400
<1H OCEAN
-117.98
33.7
17
1,997
340
952
341
4.4148
239,200
<1H OCEAN
-117.27
34.08
38
1,093
256
856
212
1.4279
73,000
INLAND
-122.42
40.6
5
2,614
433
1,275
411
3.4464
122,900
INLAND
-117.33
33.97
8
152
19
1,275
20
1.625
162,500
INLAND
-122.11
38.01
39
1,313
306
575
231
3.1711
116,100
NEAR BAY
-121.47
38.51
52
20
4
74
9
3.625
80,000
INLAND
-118.04
33.9
36
15
5
15
6
0.4999
162,500
<1H OCEAN
-117.62
34.11
17
1,869
311
831
262
6.148
243,900
INLAND
-118.41
34.16
32
3,060
505
1,159
510
6.3703
465,800
<1H OCEAN
-122.71
38.45
48
3,118
561
1,275
530
3.455
222,100
<1H OCEAN
-118.57
34.21
36
878
167
499
179
4.1181
190,400
<1H OCEAN
-119.38
36.3
14
1,932
330
997
291
3.6875
93,200
INLAND
-116.94
32.81
8
2,517
632
1,686
613
2.136
143,500
<1H OCEAN
-118.22
33.79
48
143
41
222
50
1.7
104,200
NEAR OCEAN
-119.07
35.42
19
3,889
832
1,872
731
2.6812
107,600
INLAND
-122
37.31
33
4,211
918
2,389
861
4.7235
242,200
<1H OCEAN
-117.91
33.76
22
7,531
1,569
5,254
1,523
3.8506
167,400
<1H OCEAN
-118.26
34.08
50
1,791
660
2,183
675
1.7945
166,700
<1H OCEAN
-118.08
33.95
37
1,743
348
1,328
354
3.0944
162,800
<1H OCEAN
-117.11
32.58
28
1,869
407
1,074
344
2.5988
135,600
NEAR OCEAN
-120.67
38.19
17
2,967
611
1,387
564
2.0417
92,600
INLAND
-118.04
33.78
26
3,642
557
1,623
569
5.8426
259,400
<1H OCEAN
-119.01
35.3
7
8,596
1,597
4,893
1,520
3.9054
80,900
INLAND
-117.69
34.09
28
1,437
295
724
262
2.725
140,200
INLAND
-118.37
34.07
52
1,084
247
468
255
3.4286
474,300
<1H OCEAN
-119.25
36.23
24
2,015
355
1,031
351
3.4306
139,200
INLAND
-117.95
33.74
21
3,576
554
1,846
538
5.9838
271,900
<1H OCEAN
-117.98
34.14
24
1,596
388
1,329
352
3.0417
148,000
INLAND
-119.7
34.42
41
725
239
582
214
3.1667
362,500
<1H OCEAN
-121.32
37.94
36
40
10
64
14
2.625
55,000
INLAND
-117.99
33.7
25
2,017
357
1,063
369
4.0345
229,400
<1H OCEAN
-117.4
33.97
41
1,707
276
660
269
3.8618
134,800
INLAND
-118.31
34
52
2,709
642
1,751
613
2.1116
122,500
<1H OCEAN
-117.79
33.88
17
8,562
1,351
3,822
1,316
6.0829
252,600
<1H OCEAN
-122.28
37.53
34
1,980
385
970
391
5.1207
310,900
NEAR OCEAN
-120.97
37.65
16
3,960
716
1,776
724
3.9886
137,500
INLAND
-122.42
37.72
37
2,638
546
1,789
521
4.0071
244,700
NEAR BAY
-117.44
34.08
15
5,024
992
3,208
981
3.6025
116,400
INLAND
-119.22
34.26
16
2,596
625
1,403
562
3.4018
145,200
NEAR OCEAN
-118.38
33.87
23
2,387
418
1,008
415
5.8518
337,900
<1H OCEAN
-118.1
34.1
34
2,578
645
1,628
617
2.34
210,900
<1H OCEAN
-117.6
33.41
29
2,193
389
922
387
4.5476
309,200
NEAR OCEAN
-124.08
40.99
18
3,297
662
1,554
578
2.6847
111,300
NEAR OCEAN
-117.87
33.62
8
1,266
null
375
183
9.802
500,001
<1H OCEAN
-118.58
34.2
21
2,979
744
1,824
692
3.5
223,700
<1H OCEAN
-118
34.12
37
1,340
325
928
333
3.9219
175,000
INLAND
-120.71
38.85
8
1,877
479
884
323
3.4688
120,100
INLAND
-118.15
34.71
35
1,503
309
842
300
2.5278
97,700
INLAND
-122.53
37.98
32
2,390
336
810
354
8.5759
500,001
NEAR BAY
-118.2
33.78
52
2,662
893
3,018
763
2.3305
162,500
NEAR OCEAN
-119.77
36.32
14
3,400
618
1,867
612
3.9926
92,500
INLAND
-122.03
37.39
34
2,600
650
1,994
650
4.0223
250,200
<1H OCEAN
-121.03
37.33
27
1,333
230
730
229
3.06
106,000
INLAND
-122.02
37.01
20
1,005
138
345
129
10.0968
500,001
NEAR OCEAN
-119.73
36.73
9
1,621
428
678
394
2.2437
54,200
INLAND
-120.45
34.95
10
2,207
644
2,232
543
2.375
98,500
<1H OCEAN
-122.11
37.44
35
2,016
349
1,023
376
5.6413
376,600
NEAR BAY
-118.1
33.76
15
4,690
1,002
1,879
974
5.6051
267,400
NEAR OCEAN
-118.02
33.8
16
2,956
393
1,379
429
8.4952
359,600
<1H OCEAN
-117.11
32.7
34
2,028
522
1,797
464
1.7402
79,400
NEAR OCEAN
-118
33.84
29
2,641
637
2,413
619
2.8169
165,100
<1H OCEAN
-119.3
36.34
45
3,723
831
2,256
770
1.8299
63,100
INLAND
-118.77
34.28
27
1,416
251
1,024
268
5.1074
185,200
<1H OCEAN
-118.41
34.18
30
2,008
513
1,052
496
3.0119
262,200
<1H OCEAN
-117.91
33.65
24
1,494
494
814
459
2.1074
181,300
<1H OCEAN
-118.09
33.94
36
2,762
472
1,576
493
4.0846
183,400
<1H OCEAN
-118.16
33.89
46
940
219
599
214
3.2813
190,900
<1H OCEAN
-118.08
34.02
14
3,789
810
2,551
793
2.9321
144,200
<1H OCEAN
-116.47
33.78
27
1,781
441
759
340
3.3162
113,600
INLAND
-118.42
34.01
33
2,731
535
1,280
510
4.7083
420,100
<1H OCEAN
-117.24
32.79
17
1,149
266
403
228
4.1652
241,700
NEAR OCEAN
-118.34
34.15
16
1,586
377
625
344
4.0893
450,000
<1H OCEAN
-121.64
39.12
13
6,408
1,087
3,294
1,106
4.2656
110,700
INLAND
-117.49
33.94
28
2,787
490
1,684
467
4.0256
127,100
INLAND
-124.14
40.8
32
1,373
312
872
306
2.5
72,600
NEAR OCEAN
-122.27
37.54
16
3,913
565
1,752
557
7.3644
419,700
NEAR BAY
-118.41
33.88
34
540
107
213
104
6.3403
500,001
<1H OCEAN
-118.05
33.71
25
4,150
570
1,424
547
8.8281
461,600
NEAR OCEAN
-119.71
36.88
17
2,236
315
992
312
6.9405
165,200
INLAND
-118.37
33.81
33
5,057
790
2,021
748
6.8553
482,200
NEAR OCEAN
-121.47
38.52
42
2,316
515
1,597
522
1.8205
60,400
INLAND
-117.22
33.19
16
3,004
656
1,948
606
2.7019
216,900
<1H OCEAN
-119.7
34.47
32
3,725
569
1,304
527
7.7261
500,001
<1H OCEAN