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
-123.81
39.31
23
2,754
577
887
432
3.3654
225,000
NEAR OCEAN
-122.31
38
29
3,108
534
1,687
516
4.3333
170,800
NEAR BAY
-118.11
34.19
50
1,430
186
620
201
9.532
483,300
INLAND
-120.84
38.73
17
2,616
492
1,158
457
2.8807
142,600
INLAND
-117.19
33.9
3
21,060
3,366
9,623
2,812
4.189
143,000
INLAND
-121.02
39.23
16
1,427
319
642
333
1.4241
125,000
INLAND
-117.87
34.1
25
2,208
477
1,084
424
3.775
191,700
<1H OCEAN
-121.43
37.74
52
966
247
589
228
1.6937
108,300
INLAND
-121.73
37.68
17
20,354
3,493
8,768
3,293
5.4496
238,900
INLAND
-118.41
34.15
46
1,628
259
500
258
6.083
424,000
<1H OCEAN
-118.48
34.27
33
2,649
449
1,303
437
4.9955
216,800
<1H OCEAN
-118.05
34.07
32
4,492
1,075
4,119
1,035
3.2373
183,100
<1H OCEAN
-122.71
38.33
13
4,011
936
2,064
914
3.6953
157,600
<1H OCEAN
-118.39
34.17
26
6,429
1,611
2,806
1,491
3.1929
265,200
<1H OCEAN
-121.82
39.73
33
2,242
517
1,160
449
1.7426
60,300
INLAND
-118.37
34.16
40
1,973
382
774
352
4.4122
282,300
<1H OCEAN
-122.26
38.14
34
963
159
392
176
4.0156
134,700
NEAR BAY
-120.19
36.61
29
1,479
338
1,408
322
2.293
57,200
INLAND
-120.23
39.36
7
2,045
358
245
92
4.0481
152,300
INLAND
-121.97
38.35
17
5,678
1,116
3,182
1,135
3.7388
122,000
INLAND
-118.21
33.94
41
1,807
442
1,628
443
2.84
156,100
<1H OCEAN
-121.59
38.69
32
541
82
229
98
8.0379
383,300
INLAND
-121.5
38.58
20
4,018
1,220
1,570
1,122
2.5821
125,000
INLAND
-117.1
32.67
15
1,635
553
1,347
597
1.2745
92,900
NEAR OCEAN
-121.13
39.31
17
3,442
705
1,693
619
2.8102
128,900
INLAND
-121.43
38.69
28
927
165
542
148
2.5
96,200
INLAND
-117.97
33.76
18
1,862
399
1,301
369
3.1771
194,000
<1H OCEAN
-118.04
34.06
31
957
295
1,300
287
2.1383
153,400
<1H OCEAN
-122.4
37.68
36
3,595
815
1,649
755
3.3816
253,400
NEAR BAY
-121.73
37.71
12
5,608
1,049
2,595
1,067
3.9864
200,200
INLAND
-122.47
37.76
52
2,941
783
1,545
726
2.9899
406,500
NEAR BAY
-119.01
35.31
19
7,092
1,517
4,101
1,436
2.1006
74,800
INLAND
-118.35
33.93
33
2,040
576
2,649
561
2.3375
170,600
<1H OCEAN
-119.09
36.21
43
1,335
280
943
288
1.9861
47,700
INLAND
-121.75
37.35
18
1,947
250
605
184
8.1871
500,001
<1H OCEAN
-122.28
38.22
42
106
18
40
25
7.5197
275,000
NEAR BAY
-121.53
39.44
26
1,340
255
662
239
2.6071
57,100
INLAND
-121.98
37.95
16
2,984
406
1,317
397
6.7821
265,900
INLAND
-122.19
37.8
52
1,813
271
637
277
4.0114
263,400
NEAR BAY
-117.95
33.78
26
4,115
883
2,184
825
3.9536
191,000
<1H OCEAN
-117.11
33.83
14
2,715
500
1,540
464
3.8036
139,600
INLAND
-118.3
34.17
16
1,353
398
1,211
357
3.1551
205,000
<1H OCEAN
-118.1
33.82
36
2,422
420
1,193
421
4.8462
225,700
<1H OCEAN
-121.79
37.99
18
3,646
534
1,651
535
5.7321
164,700
INLAND
-117.8
34.15
14
7,876
1,253
3,699
1,162
5.5423
248,700
INLAND
-122.29
37.87
52
895
198
386
204
3.875
182,600
NEAR BAY
-122.45
37.77
52
2,339
548
1,090
507
3.3679
350,000
NEAR BAY
-123.7
39.32
18
1,652
352
711
292
3.1071
213,200
<1H OCEAN
-121.28
38.53
18
224
38
95
41
3.1042
165,000
INLAND
-118.12
34
31
3,281
768
2,385
733
2.7308
173,800
<1H OCEAN
-120.82
35.32
12
3,522
683
1,780
662
3.3958
215,800
NEAR OCEAN
-120.62
35.11
18
2,241
544
1,521
509
2.0292
155,800
<1H OCEAN
-117.59
33.88
7
3,586
959
2,695
877
2.4387
117,000
INLAND
-118.21
34.03
52
497
132
547
121
2.2083
146,300
<1H OCEAN
-122.06
37.6
22
3,009
497
1,640
514
4.625
235,300
NEAR BAY
-121.27
38.13
39
2,614
634
1,862
654
1.9238
70,700
INLAND
-121.89
38.01
30
4,114
743
1,994
722
4.2227
134,400
INLAND
-118.31
34.18
11
3,112
890
1,700
851
3.1587
181,300
<1H OCEAN
-118.35
33.99
47
2,183
380
927
371
4.9531
180,100
<1H OCEAN
-120.6
37.36
27
2,521
484
1,307
456
3.0911
86,900
INLAND
-118.17
33.83
46
1,362
214
531
222
4.3125
290,500
NEAR OCEAN
-118.02
34.05
28
991
255
1,145
265
2.3611
167,000
<1H OCEAN
-118.43
34.29
50
1,181
265
1,196
269
3.2095
167,000
<1H OCEAN
-117.65
33.6
13
2,319
430
1,004
380
5.133
316,100
<1H OCEAN
-119.79
36.75
33
3,161
934
3,530
846
1.123
46,700
INLAND
-117.13
32.77
30
2,582
650
1,098
603
2.8281
171,700
NEAR OCEAN
-121.37
38.68
34
1,086
187
663
190
3.3074
84,200
INLAND
-122.32
37.95
36
1,425
245
573
239
4.35
185,000
NEAR BAY
-117.08
33.13
17
8,466
2,628
7,014
2,267
2.1437
113,700
<1H OCEAN
-118.93
34.18
18
2,730
415
1,248
412
6.187
287,900
<1H OCEAN
-118.1
34.02
37
1,022
232
653
238
3.0625
189,400
<1H OCEAN
-121.91
37.36
42
3,224
708
1,940
674
3.2153
199,700
<1H OCEAN
-118.03
33.81
26
3,635
567
1,779
543
5.7089
237,400
<1H OCEAN
-121.4
38.66
50
880
150
1,148
148
2.5062
112,500
INLAND
-117.84
33.74
25
1,818
577
1,426
532
3.2104
112,500
<1H OCEAN
-118.52
34.2
19
4,315
1,304
2,490
1,222
2.6437
195,000
<1H OCEAN
-124.18
40.78
33
1,076
222
656
236
2.5096
72,200
NEAR OCEAN
-120.93
37.56
17
1,812
361
672
334
1.55
166,100
INLAND
-119.81
36.72
46
1,414
268
902
243
1.5833
56,700
INLAND
-118.21
33.93
30
2,831
862
3,649
883
1.9668
152,100
<1H OCEAN
-117.97
33.93
31
1,975
373
918
347
4.4107
202,000
<1H OCEAN
-117.16
32.78
24
3,566
765
1,697
722
3.6375
178,600
NEAR OCEAN
-117.83
33.8
30
4,713
758
2,271
730
5.8622
221,000
<1H OCEAN
-121.7
37.98
9
3,079
519
1,562
512
5.1041
172,900
INLAND
-119.55
36.71
32
1,963
508
2,052
518
1.9076
55,800
INLAND
-117.84
33.74
22
6,072
1,802
4,715
1,666
3.1353
121,400
<1H OCEAN
-117.52
33.82
14
3,776
580
1,877
559
5.1365
215,000
INLAND
-118.25
34.11
43
2,222
635
1,817
606
2.7466
208,900
<1H OCEAN
-121.1
38.95
17
1,475
403
943
363
2.1287
55,300
INLAND
-115.57
32.78
29
2,321
367
1,173
360
4.0375
86,400
INLAND
-122.99
39.02
14
1,582
301
851
273
3.45
164,100
<1H OCEAN
-122.42
37.76
52
3,587
1,030
2,259
979
2.5403
250,000
NEAR BAY
-119.76
36.79
32
2,463
468
1,261
486
3.3281
75,100
INLAND
-122.69
38.37
8
6,322
1,001
2,969
1,043
4.8233
214,000
<1H OCEAN
-121.53
39.52
24
1,028
185
471
186
2.9688
86,400
INLAND
-118.25
33.95
25
764
200
801
220
1.1384
100,000
<1H OCEAN
-117.97
33.65
26
2,379
336
988
346
5.3674
339,300
<1H OCEAN
-118.15
34.14
27
1,499
426
755
414
3.875
258,300
<1H OCEAN
-122.19
37.79
45
2,718
451
1,106
454
4.6563
231,800
NEAR BAY
-122.13
37.72
45
2,315
451
1,006
444
3.524
186,200
NEAR BAY