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
-121.84
37.37
28
1,579
339
1,252
353
4.1615
214,800
<1H OCEAN
-117.3
34.05
6
2,155
null
1,039
391
1.6675
95,800
INLAND
-117.13
32.74
46
3,355
768
1,457
708
2.6604
170,100
NEAR OCEAN
-121.97
37.35
35
1,249
232
556
247
3.925
287,100
<1H OCEAN
-116.9
32.84
18
4,215
810
2,104
773
4.0873
146,900
<1H OCEAN
-120.74
39.39
18
453
117
152
77
1.3523
85,700
INLAND
-118.21
34.21
41
1,676
263
757
255
4.7734
450,800
<1H OCEAN
-118.54
34.22
34
2,193
513
1,299
497
3.6187
211,600
<1H OCEAN
-118.24
34.15
17
5,282
1,605
4,116
1,574
3.052
209,800
<1H OCEAN
-119.69
36.74
23
2,097
385
911
405
3.5128
121,600
INLAND
-118.32
33.91
34
3,041
677
1,920
640
4.5304
181,300
<1H OCEAN
-117.05
33.04
12
1,840
254
580
234
6.7769
400,000
<1H OCEAN
-120.01
38.92
25
1,758
357
689
278
2.675
104,200
INLAND
-118.01
33.89
33
2,046
327
1,018
320
4.2292
212,800
<1H OCEAN
-122.48
38.54
37
1,898
359
973
340
4.2096
256,600
INLAND
-118.28
33.77
47
307
69
374
65
2.9063
146,900
<1H OCEAN
-118.02
34.12
36
1,471
246
751
230
5.4555
395,100
INLAND
-117.92
34.01
35
3,055
634
3,738
615
3.375
127,200
<1H OCEAN
-120.85
37.78
30
1,120
248
609
237
2.2386
87,200
INLAND
-117.34
33.06
17
2,718
518
815
403
4.3182
357,100
NEAR OCEAN
-119.72
36.32
40
1,185
221
676
256
2.2721
52,600
INLAND
-118.14
33.96
38
590
139
620
132
2.1731
143,800
<1H OCEAN
-119.56
36.53
19
2,746
495
1,670
518
3.2019
95,700
INLAND
-121.06
39.22
52
1,749
422
837
391
2.325
109,700
INLAND
-122.26
38.31
33
4,518
704
1,776
669
5.2444
281,100
NEAR BAY
-120.86
37.4
17
3,511
636
1,904
617
3.1111
113,900
INLAND
-117.08
32.57
9
6,298
1,512
4,451
1,456
2.569
88,300
NEAR OCEAN
-121.68
39.82
15
3,996
748
1,786
728
3.5189
141,300
INLAND
-120.99
37.68
30
1,975
375
732
326
2.6932
94,900
INLAND
-118.37
34.05
35
2,457
552
1,159
523
3.0862
345,300
<1H OCEAN
-118.24
34.08
52
109
20
86
24
4.9844
187,500
<1H OCEAN
-118.15
33.93
25
1,948
433
1,128
429
3.7614
255,900
<1H OCEAN
-122.24
37.77
43
955
284
585
266
2.3882
162,500
NEAR BAY
-122.47
37.87
36
4,471
618
1,315
582
11.5706
500,001
NEAR BAY
-118.34
34.07
52
1,621
284
588
272
6.2223
500,001
<1H OCEAN
-121.34
38.66
17
1,149
257
583
243
2.8092
137,500
INLAND
-121.95
37.26
10
3,611
803
1,599
716
5.2
248,700
<1H OCEAN
-117.74
34.05
30
1,185
317
1,466
302
2.625
94,300
INLAND
-117.07
32.76
14
2,523
545
1,297
525
2.3886
138,100
NEAR OCEAN
-122.89
39.42
16
411
114
26
19
0.4999
73,500
INLAND
-122.32
37.92
29
2,304
399
1,377
454
5.0187
140,600
NEAR BAY
-118.07
33.73
13
1,822
313
643
303
9.8346
401,700
NEAR OCEAN
-117.91
33.85
22
1,178
289
865
294
3.025
180,000
<1H OCEAN
-122.45
37.78
45
2,747
699
1,320
693
3.1576
333,300
NEAR BAY
-117.28
34.13
29
2,077
577
1,418
524
1.8281
76,800
INLAND
-117.09
33.03
17
2,786
396
1,228
396
6.4211
220,700
<1H OCEAN
-122.44
37.77
52
2,705
647
1,355
628
2.0161
364,300
NEAR BAY
-123.64
39.45
21
3,359
677
1,908
642
3.0433
140,700
<1H OCEAN
-122.34
40.58
7
4,843
992
2,223
932
3.0549
101,700
INLAND
-118.07
33.67
13
5,126
711
2,429
718
9.5268
437,900
NEAR OCEAN
-122.33
40.52
23
2,801
507
1,318
454
3.5081
116,700
INLAND
-118.19
34.11
26
1,638
457
1,155
437
3.4227
143,800
<1H OCEAN
-121.5
38.62
8
16,679
3,457
7,919
3,329
3.7188
134,500
INLAND
-118.18
33.87
44
1,832
401
1,056
405
4.0658
175,100
<1H OCEAN
-118.98
35.39
22
1,812
457
1,592
420
1.4146
49,100
INLAND
-122.77
38.39
35
2,611
475
1,293
463
2.75
197,500
<1H OCEAN
-118.6
34.09
43
2,228
438
960
395
7.6091
438,500
<1H OCEAN
-117.64
33.99
29
1,005
152
513
149
2.4375
181,300
INLAND
-122.32
38.01
26
3,054
492
1,495
496
4.6944
171,100
NEAR BAY
-118.87
34.2
26
1,924
245
775
244
7.001
286,800
<1H OCEAN
-121.32
38.65
23
2,628
499
1,210
453
3.0952
157,700
INLAND
-118.12
34.19
52
2,405
299
970
319
8.7835
444,100
INLAND
-121.96
37.33
26
3,269
788
1,427
696
4.2136
288,300
<1H OCEAN
-121.91
37.34
35
2,189
607
1,193
562
2.8042
240,900
<1H OCEAN
-118.34
34.1
29
3,193
1,452
2,039
1,265
1.8209
500,001
<1H OCEAN
-117.79
33.69
16
3,067
396
1,275
372
8.7385
340,000
<1H OCEAN
-118.09
33.9
33
3,326
720
2,533
689
3.1441
176,300
<1H OCEAN
-117.95
34.05
31
2,349
539
2,028
521
3.494
154,500
<1H OCEAN
-122.21
37.79
35
1,745
409
1,143
386
2.875
143,800
NEAR BAY
-116.75
33.83
16
5,277
1,070
657
276
3.3333
143,400
INLAND
-122.2
37.89
37
3,881
560
1,315
517
7.3195
367,500
NEAR BAY
-118.61
34.23
26
3,727
572
1,724
530
6.1419
327,300
<1H OCEAN
-119.26
35.87
24
1,590
390
1,686
372
1.6469
47,600
INLAND
-122.23
39.86
21
1,730
350
982
322
1.8375
79,800
INLAND
-121.62
39.16
7
4,480
776
2,271
767
3.809
110,700
INLAND
-121.99
37.92
14
1,780
224
764
226
9.0243
427,700
INLAND
-122.15
37.35
23
3,814
485
1,344
464
12.9792
500,001
NEAR BAY
-117.29
34.11
35
2,426
715
1,920
586
1.5561
68,000
INLAND
-116.52
33.85
13
7,559
1,444
3,189
1,105
3.4886
112,500
INLAND
-121.04
37.69
9
6,333
1,355
3,265
1,265
3.0217
160,900
INLAND
-119.75
36.78
35
1,129
220
474
242
2.4405
74,300
INLAND
-122.13
37.44
38
2,835
447
1,148
446
5.9277
446,600
NEAR BAY
-118.39
33.83
32
2,075
539
954
519
5.637
500,001
NEAR OCEAN
-122.27
40.39
26
1,833
422
939
408
1.3571
59,000
INLAND
-118.33
34.09
36
561
180
340
127
1.4375
165,000
<1H OCEAN
-119.64
36.34
32
2,958
670
1,504
627
1.8606
56,700
INLAND
-117.45
34.01
26
3,042
598
1,720
551
2.76
95,200
INLAND
-119.06
34.35
34
2,426
646
2,116
631
2.0682
158,300
<1H OCEAN
-117.22
33.2
31
1,736
277
801
292
4.4844
205,500
<1H OCEAN
-119.83
36.83
14
2,351
341
1,128
363
6.9903
141,200
INLAND
-117.78
33.97
2
556
63
179
54
8.4411
500,001
<1H OCEAN
-122.42
37.78
27
1,728
884
1,211
752
0.8543
500,001
NEAR BAY
-121.41
38.53
35
2,061
371
1,110
342
3.1944
79,000
INLAND
-115.57
32.78
20
1,534
235
871
222
6.2715
97,200
INLAND
-117.17
33.28
16
1,921
312
862
280
5.1786
376,800
<1H OCEAN
-122.41
37.8
52
2,892
751
1,785
733
3.5746
350,000
NEAR BAY
-117.67
33.63
9
5,774
1,320
3,086
1,265
4.4063
202,200
<1H OCEAN
-121.8
37.31
15
1,807
378
1,277
341
4.5045
164,500
<1H OCEAN
-118.34
34.18
45
3,046
633
1,448
599
3.24
226,900
<1H OCEAN
-120.93
37.73
14
2,799
null
2,294
596
2.6343
81,500
INLAND