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
-121.8
37.99
16
3,077
465
1,575
446
5.5
179,500
INLAND
-118.05
34.06
45
531
164
722
166
2.1406
162,500
<1H OCEAN
-119.17
34.2
36
2,028
523
2,751
496
3.015
149,300
NEAR OCEAN
-118.17
33.86
44
1,701
396
1,091
384
3.025
162,300
<1H OCEAN
-118.02
34.12
38
1,778
288
870
281
6.5784
408,500
INLAND
-121.81
37.23
16
1,674
281
850
254
5.3157
253,300
<1H OCEAN
-121.86
37.39
17
1,777
328
1,235
329
5.4225
258,100
<1H OCEAN
-121.19
38.71
11
4,415
null
1,520
627
3.2321
390,800
INLAND
-118.18
34.1
10
1,907
398
921
369
4.875
200,400
<1H OCEAN
-118.47
34.27
35
1,150
185
741
178
5.741
220,600
<1H OCEAN
-117.07
33.12
12
2,453
599
1,251
529
2.4122
127,000
<1H OCEAN
-122.08
37.9
29
4,133
770
1,691
744
5.1097
288,000
NEAR BAY
-118.25
33.79
32
1,205
340
1,799
370
2.375
128,000
NEAR OCEAN
-119.03
34.23
21
3,284
487
1,832
521
5.2773
250,800
<1H OCEAN
-120.91
37.57
26
3,396
705
2,446
694
2.0521
65,400
INLAND
-117.9
34.06
33
1,330
209
578
192
5.6406
266,200
<1H OCEAN
-119.04
34.22
18
3,117
583
2,079
545
4.6458
222,800
<1H OCEAN
-116.91
32.81
22
4,331
637
1,952
654
5.4834
232,000
<1H OCEAN
-117.89
33.66
33
3,595
785
1,621
732
4.1372
265,200
<1H OCEAN
-119.01
35.4
11
8,739
2,190
4,781
1,919
1.7109
44,600
INLAND
-117.04
32.55
15
2,206
648
2,511
648
1.6348
93,200
NEAR OCEAN
-118.21
33.95
35
2,129
614
2,376
618
2.0372
160,800
<1H OCEAN
-122.37
37.56
21
7,189
874
2,440
846
11.6833
500,001
NEAR OCEAN
-118.54
34.23
35
3,422
601
1,690
574
4.375
232,900
<1H OCEAN
-117.23
33.96
5
9,179
1,361
4,573
1,294
5.253
163,300
INLAND
-115.88
32.93
15
208
49
51
20
4.0208
32,500
INLAND
-122.42
37.8
52
741
170
277
165
4.4712
500,001
NEAR BAY
-118.08
33.84
28
4,216
948
2,997
896
3.7961
162,700
<1H OCEAN
-121.98
37.74
8
2,865
389
1,376
417
7.9393
399,300
<1H OCEAN
-122.72
38.42
26
1,168
253
937
248
1.9458
146,000
<1H OCEAN
-115.52
32.73
17
1,190
275
1,113
258
2.3571
63,100
INLAND
-119.09
36.22
34
1,715
290
780
297
3.4306
74,300
INLAND
-119.99
38.88
17
2,807
529
675
251
2.7457
107,800
INLAND
-121.43
38.54
42
3,321
688
1,346
658
2.4618
101,300
INLAND
-121.07
39.09
17
1,878
345
892
299
2.8864
143,100
INLAND
-122.76
38.45
8
5,823
1,104
2,864
1,041
3.6292
183,600
<1H OCEAN
-118.36
33.9
18
3,380
922
2,276
854
4.0727
214,000
<1H OCEAN
-117.76
33.53
24
2,105
346
712
332
10.6349
500,001
<1H OCEAN
-120.38
39.82
10
1,262
258
510
209
2.1667
92,800
INLAND
-117.9
33.75
32
1,893
431
2,245
426
3.7143
163,000
<1H OCEAN
-118.32
34.02
47
1,648
346
1,120
338
2.0042
114,200
<1H OCEAN
-118.14
34.13
49
4,438
803
1,650
741
5.1072
479,700
<1H OCEAN
-122.11
37.99
10
2,864
514
1,300
507
4.3875
287,700
NEAR BAY
-120.35
38.04
16
1,499
326
733
286
2.5729
118,800
INLAND
-122.64
38.71
20
531
126
231
96
2.625
89,600
INLAND
-122.22
37.46
13
2,888
546
1,182
504
6.0255
409,300
NEAR OCEAN
-118.35
33.91
26
2,159
523
1,331
520
3.87
264,500
<1H OCEAN
-119.78
36.75
35
2,114
506
2,050
474
1.2375
50,000
INLAND
-119.18
34.19
36
4,519
1,081
4,818
1,061
2.8561
179,100
NEAR OCEAN
-122.15
37.74
52
1,394
223
545
230
3.95
219,000
NEAR BAY
-119.63
36.33
14
2,928
600
1,633
559
1.8385
67,500
INLAND
-122.07
37.93
45
1,544
244
614
238
5.0255
226,000
NEAR BAY
-121.02
37.61
33
1,469
370
1,318
349
1.7104
59,000
INLAND
-117.89
34.1
27
3,341
728
1,762
679
2.9437
180,400
<1H OCEAN
-118.1
34.58
29
2,843
603
1,517
573
2.6658
106,900
INLAND
-121.83
39.73
52
1,741
401
753
377
2.0064
77,900
INLAND
-121.29
38.68
20
1,881
378
921
360
1.8589
144,000
INLAND
-118.27
33.97
45
1,546
371
1,186
366
1.64
96,800
<1H OCEAN
-122.23
37.46
33
2,643
464
1,015
427
4.2232
363,700
NEAR OCEAN
-122.44
37.71
31
2,370
441
1,524
470
5.0201
264,100
NEAR BAY
-122.49
37.74
52
2,442
449
1,188
436
4.3909
317,700
NEAR OCEAN
-119.84
37.48
17
2,582
553
1,087
423
2.5
104,200
INLAND
-119.04
36.07
26
2,185
435
1,108
419
2.2277
78,000
INLAND
-122.14
37.69
38
1,571
317
874
301
4.4659
189,100
NEAR BAY
-121.39
38.51
19
1,808
375
758
320
2.0062
92,000
INLAND
-118.39
34.02
38
2,521
647
1,091
597
4.1296
322,900
<1H OCEAN
-121.29
37.92
12
1,096
240
1,175
278
3.1053
73,100
INLAND
-118.39
33.89
30
2,532
464
1,056
419
6.3434
460,400
<1H OCEAN
-118.2
34.06
46
321
101
401
86
2.1029
109,400
<1H OCEAN
-118.58
34.19
35
2,329
399
966
336
3.8839
224,900
<1H OCEAN
-118.46
33.99
44
1,122
287
531
256
4.0598
335,900
<1H OCEAN
-121.82
38
29
2,070
452
985
420
2.8466
113,400
INLAND
-121.01
37.72
23
1,373
264
677
245
2.5486
161,100
INLAND
-118.27
33.78
21
3,354
1,174
4,426
1,110
2.5262
167,300
<1H OCEAN
-118.02
33.91
34
2,518
429
1,309
421
4.7861
210,700
<1H OCEAN
-118.09
33.94
33
1,976
404
1,379
395
3.8542
175,400
<1H OCEAN
-117.98
33.68
17
2,603
373
1,265
382
6.8039
332,900
<1H OCEAN
-118.87
34.19
23
2,179
423
1,338
406
5.5224
240,700
<1H OCEAN
-118.29
34.03
38
1,501
437
1,777
441
2.0848
135,200
<1H OCEAN
-117.13
32.91
15
1,450
266
747
290
3.6111
196,300
<1H OCEAN
-117.31
34.17
25
2,795
596
1,650
569
3.0078
87,100
INLAND
-121.31
38.71
18
3,998
744
2,071
660
4.3836
102,000
INLAND
-121.92
37.29
35
2,189
307
800
320
7.6659
426,900
<1H OCEAN
-121.69
39.36
34
842
186
635
165
1.8355
63,000
INLAND
-122.49
37.78
47
2,695
643
1,505
644
3.0877
329,100
NEAR BAY
-121.98
38.36
33
1,083
217
562
203
2.433
101,700
INLAND
-121.05
37.65
5
3,096
545
1,760
519
4.5701
146,400
INLAND
-117.87
33.6
33
3,120
602
1,155
553
5.2949
500,001
<1H OCEAN
-122.49
37.78
49
2,176
441
1,040
448
4.2414
500,001
NEAR BAY
-117.69
33.59
13
3,320
426
1,432
431
7.9283
348,100
<1H OCEAN
-117.99
33.87
34
1,239
307
869
291
3.59
161,900
<1H OCEAN
-119.17
34.15
18
2,509
688
3,129
677
2.6098
146,100
NEAR OCEAN
-124.08
40.91
13
2,522
719
1,381
628
1.6667
78,800
NEAR OCEAN
-120.93
38.5
15
1,248
234
529
216
3.3393
107,200
INLAND
-121.98
36.98
29
2,681
632
1,652
620
3.075
215,800
NEAR OCEAN
-119.87
36.34
26
1,414
265
779
249
2.9167
83,900
INLAND
-120.44
34.66
22
3,231
549
1,739
581
4.5417
142,400
NEAR OCEAN
-117.23
33.77
5
2,108
496
1,666
461
2
83,000
INLAND
-122.04
37.58
14
14,917
2,708
8,012
2,606
5.6277
269,800
NEAR BAY
-117.9
33.74
25
808
163
1,066
189
4.7679
173,100
<1H OCEAN