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
-121.43
38.63
43
1,009
225
604
218
1.6641
67,000
INLAND
-118.06
35.68
15
1,962
403
730
321
2.25
67,500
INLAND
-122.43
37.76
52
2,356
501
909
481
4.2569
455,400
NEAR BAY
-122.25
37.81
28
5,806
1,603
2,563
1,497
3.2177
273,400
NEAR BAY
-117.87
34.13
29
1,677
413
873
400
3.12
194,300
<1H OCEAN
-120.61
35.12
31
1,486
345
823
322
2.6974
165,400
<1H OCEAN
-118.27
33.82
28
1,642
434
1,575
420
4.1292
201,900
<1H OCEAN
-118.02
34.15
44
2,419
437
1,045
432
3.875
280,800
INLAND
-119.02
35.33
35
2,053
412
1,193
387
2.75
65,800
INLAND
-122.41
37.75
52
2,524
559
1,430
476
3.4073
254,700
NEAR BAY
-118.28
33.98
43
1,240
312
1,100
311
1.575
97,500
<1H OCEAN
-118.23
33.91
34
1,060
276
1,215
250
2.0804
84,700
<1H OCEAN
-122.08
37.89
39
3,018
501
1,223
489
6.2924
283,900
NEAR BAY
-119.03
36.08
19
2,736
549
1,432
503
2.6944
67,700
INLAND
-122.38
37.73
40
543
null
259
89
2.2167
193,800
NEAR BAY
-121.24
38.78
18
549
143
249
136
0.8691
136,500
INLAND
-117.05
32.68
35
3,414
580
1,761
522
3.9922
129,800
NEAR OCEAN
-122.16
37.89
32
1,779
241
721
258
8.7589
434,500
NEAR BAY
-117.94
34.05
34
1,519
304
1,262
300
3.3409
161,200
<1H OCEAN
-117.33
34.03
18
2,342
402
1,264
382
4.7986
123,700
INLAND
-121.94
36.57
28
3,153
409
569
271
14.4113
500,001
NEAR OCEAN
-118.01
34.15
32
6,597
1,579
3,689
1,459
3.2377
184,100
INLAND
-117.86
33.9
17
1,452
188
630
194
6.9113
285,200
<1H OCEAN
-118.23
34.13
48
737
166
462
131
3.5893
212,500
<1H OCEAN
-118.32
33.99
43
2,028
479
1,074
394
2.5909
98,700
<1H OCEAN
-122.62
38.73
21
1,425
323
727
287
2.1474
85,300
INLAND
-122.2
37.44
31
2,328
270
722
247
15.0001
500,001
NEAR OCEAN
-117.28
32.73
44
1,934
325
783
316
4.8684
358,600
NEAR OCEAN
-117.81
34.08
13
18,448
2,474
7,775
2,397
7.7876
348,900
INLAND
-121.63
39.75
37
1,296
296
569
257
1.8616
70,500
INLAND
-119.72
34.43
46
1,332
329
746
310
3.6719
357,400
<1H OCEAN
-122.3
37.51
35
2,789
445
1,156
404
5.4322
391,000
NEAR OCEAN
-117.85
33.76
26
2,312
525
1,273
437
2.8828
204,700
<1H OCEAN
-122.14
37.5
46
30
4
13
5
15.0001
500,001
NEAR BAY
-117.89
33.87
32
1,569
422
835
386
3.0465
148,900
<1H OCEAN
-121.77
37.74
25
494
81
254
85
9.1531
418,800
INLAND
-118.27
33.87
21
6,108
1,130
3,244
1,113
4.2768
181,400
<1H OCEAN
-118.01
33.9
36
1,382
257
685
255
5.125
211,700
<1H OCEAN
-122.78
38.52
23
2,511
549
1,052
527
2.4922
192,000
<1H OCEAN
-117.93
33.9
30
2,629
331
956
319
9.9071
500,001
<1H OCEAN
-117.9
33.7
15
2,289
686
982
634
4.5757
162,500
<1H OCEAN
-122.29
37.52
33
4,104
751
1,837
771
5.3506
388,100
NEAR OCEAN
-117.79
33.8
11
10,535
1,620
4,409
1,622
6.67
283,200
<1H OCEAN
-122.28
40.5
21
2,405
476
1,197
412
2.6488
83,100
INLAND
-118.36
34.11
35
3,946
695
1,361
620
6.5195
500,001
<1H OCEAN
-122.2
37.4
37
1,296
194
540
192
8.2782
500,001
NEAR OCEAN
-121.66
36.82
17
3,921
654
1,895
641
5.0092
238,700
<1H OCEAN
-118.51
34.14
28
6,748
904
2,431
876
12.8879
500,001
<1H OCEAN
-121.07
39.04
9
2,374
372
884
333
4.5042
206,400
INLAND
-117.96
34.48
32
1,896
342
806
299
4.5769
159,400
INLAND
-117.68
33.57
2
10,008
1,453
3,550
1,139
10.1122
500,001
<1H OCEAN
-122.71
38.35
11
2,242
699
1,203
642
2.3464
104,200
<1H OCEAN
-118.24
34
23
588
157
716
173
1.2056
87,500
<1H OCEAN
-117.1
32.69
29
4,174
1,195
3,675
1,124
1.8112
103,600
NEAR OCEAN
-122.45
38.01
36
4,501
832
2,196
800
4.3182
252,700
NEAR BAY
-122.08
37.97
9
2,643
439
1,105
467
6.6579
245,200
NEAR BAY
-118.39
34.2
19
2,012
732
3,483
731
2.2234
181,300
<1H OCEAN
-122.5
37.78
46
2,646
607
1,418
563
3.7167
332,800
NEAR BAY
-122.34
37.94
31
1,611
455
786
411
1.681
145,500
NEAR BAY
-118.22
33.92
23
926
409
1,856
408
2.1366
100,000
<1H OCEAN
-118.65
36.57
20
1,431
416
570
225
1.4821
143,300
INLAND
-117.9
33.84
31
2,043
468
1,524
454
3.5329
187,400
<1H OCEAN
-118.35
34.18
46
1,840
379
866
360
3.3056
230,400
<1H OCEAN
-117.18
32.8
30
2,456
390
1,022
393
3.8542
198,500
NEAR OCEAN
-121.74
37.29
6
7,292
1,295
2,468
1,262
5.6411
294,700
<1H OCEAN
-119.72
36.82
15
946
239
550
246
2.2639
52,500
INLAND
-119.79
36.79
33
3,433
785
1,806
783
1.9386
67,500
INLAND
-117.45
33.94
12
3,539
869
1,987
859
2.1023
103,700
INLAND
-116.99
32.79
33
2,420
393
1,003
397
4.0658
165,100
<1H OCEAN
-120.64
34.97
5
2,090
469
1,911
482
2.4318
86,100
NEAR OCEAN
-122.25
37.83
52
2,376
559
939
519
3.1484
224,100
NEAR BAY
-122.67
38.31
28
1,915
419
930
342
3.7875
292,700
<1H OCEAN
-121.96
36.99
23
3,209
748
1,423
666
2.7375
238,000
NEAR OCEAN
-121.81
37.39
34
2,218
286
827
299
7.4559
456,500
<1H OCEAN
-117.92
33.89
18
2,895
487
1,116
429
5.4716
400,000
<1H OCEAN
-118.68
34.27
16
4,637
941
2,476
878
4.0568
225,200
<1H OCEAN
-122.07
37.92
26
3,872
739
1,629
684
4.4312
225,000
NEAR BAY
-122.18
37.91
31
7,200
876
2,428
843
10.9405
500,001
NEAR BAY
-122.38
41.54
14
4,453
797
1,817
685
2.7468
81,100
INLAND
-118.17
33.77
39
2,953
878
1,379
785
2.1378
180,400
NEAR OCEAN
-122.61
38.24
25
2,990
450
1,335
434
4.7
190,100
<1H OCEAN
-118.07
34.06
34
2,873
718
2,758
699
2.5985
168,600
<1H OCEAN
-119
36.05
24
3,208
691
1,986
662
1.5506
52,300
INLAND
-121.35
38.02
16
1,665
311
1,301
259
2.8403
132,300
INLAND
-117.24
34.11
23
1,920
454
1,161
358
2.2109
73,200
INLAND
-122
36.97
30
1,029
242
753
249
3.1205
240,500
NEAR OCEAN
-118.15
33.79
5
3,700
993
1,657
848
3.7826
196,300
NEAR OCEAN
-116.96
32.8
19
4,574
1,152
3,045
1,057
2.065
124,100
<1H OCEAN
-123.52
41.01
17
1,564
345
517
222
2.1542
83,800
INLAND
-119.01
35.36
24
1,941
484
1,277
435
1.056
51,600
INLAND
-119.34
36.33
17
2,250
430
1,218
468
4.1812
93,700
INLAND
-118.37
34.06
52
1,608
289
630
252
5.5596
500,001
<1H OCEAN
-117.81
33.77
31
4,624
624
1,852
635
7.2392
334,600
<1H OCEAN
-122.47
37.76
52
2,680
740
1,587
713
2.5933
359,600
NEAR BAY
-118.51
34.2
37
2,066
434
1,031
414
4.0924
188,400
<1H OCEAN
-117.66
33.58
6
4,186
null
1,794
541
9.6986
357,600
<1H OCEAN
-121.36
38.55
33
1,191
198
554
191
2.8021
118,800
INLAND
-121.88
37.26
25
3,025
689
1,755
661
3.8893
218,600
<1H OCEAN
-116.8
33.8
35
324
63
158
39
3.4167
100,000
INLAND
-119.99
38.93
23
1,882
414
673
277
2.9091
141,900
INLAND