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
-120.93
37.74
37
1,956
402
1,265
397
2.3023
91,900
INLAND
-118.3
34
52
1,718
354
1,026
312
2
128,000
<1H OCEAN
-122.36
40.48
21
2,333
514
1,308
509
2.0899
74,800
INLAND
-118.41
34.07
47
2,979
626
1,076
571
3.9904
500,001
<1H OCEAN
-122.21
37.77
52
745
153
473
149
2.6765
88,800
NEAR BAY
-118.88
34.2
23
4,862
597
1,938
594
7.3409
316,000
<1H OCEAN
-122.56
38.01
21
2,144
400
840
398
4.6
239,500
NEAR BAY
-118.09
33.84
23
4,412
910
2,380
825
4.54
213,100
<1H OCEAN
-118.33
33.93
37
1,831
356
925
338
4.4091
148,400
<1H OCEAN
-118.42
34.14
27
3,990
892
1,417
800
4.0439
500,001
<1H OCEAN
-118.25
33.89
34
1,367
288
1,183
286
2.6812
104,100
<1H OCEAN
-118.27
34.09
52
3,225
763
1,559
710
3.9674
268,800
<1H OCEAN
-122.41
37.65
32
3,436
868
2,583
817
3.5039
232,400
NEAR OCEAN
-118.83
34.14
16
1,316
194
450
173
10.1597
500,001
NEAR OCEAN
-120.98
37.64
39
2,617
659
2,052
642
1.6952
65,000
INLAND
-121.3
38.61
25
2,707
464
1,423
490
4.3235
116,900
INLAND
-121.99
37.35
25
1,527
325
707
339
4.375
212,200
<1H OCEAN
-118.4
34.02
40
593
137
371
132
4.6932
332,800
<1H OCEAN
-118.21
33.93
36
1,337
382
1,769
393
2.6953
121,000
<1H OCEAN
-122.31
40.65
11
3,664
647
1,686
613
2.9338
141,600
INLAND
-118.25
34.08
47
2,133
689
2,104
662
2.6136
169,200
<1H OCEAN
-122.12
37.7
41
3,495
787
1,849
750
2.679
144,900
NEAR BAY
-117.78
34.09
32
2,643
516
1,862
478
3.7177
177,200
INLAND
-117.15
34.07
15
1,852
316
906
298
5.3526
129,800
INLAND
-121.94
37.54
31
2,537
382
1,067
410
6.7599
356,000
<1H OCEAN
-117.85
33.9
25
1,548
256
811
263
5.2037
242,200
<1H OCEAN
-122.27
37.87
52
3,084
698
1,424
694
2.7372
210,200
NEAR BAY
-118.35
34.03
42
2,043
512
1,634
501
1.9928
125,400
<1H OCEAN
-117.96
33.81
35
1,996
326
1,409
330
4.7738
180,000
<1H OCEAN
-118.22
34.09
42
1,706
488
1,941
447
2.5213
149,700
<1H OCEAN
-122.15
37.74
49
1,325
277
764
282
3.3125
118,000
NEAR BAY
-118.44
34.31
22
3,182
822
2,661
746
2.7472
160,100
<1H OCEAN
-118.12
33.77
20
4,534
954
1,941
892
6.0362
463,500
NEAR OCEAN
-117.23
33.01
18
3,961
511
1,541
470
11.1118
500,001
NEAR OCEAN
-121.97
37.23
22
2,781
523
1,291
516
4.6065
445,900
<1H OCEAN
-117.48
34.1
30
2,287
531
1,796
503
2.5833
90,600
INLAND
-121.45
38.62
38
2,419
605
1,696
503
1.4861
63,100
INLAND
-117.9
34.06
33
1,701
290
831
275
5.4469
274,700
<1H OCEAN
-117.97
33.89
17
1,740
445
1,158
412
2.8649
137,500
<1H OCEAN
-117.28
33.06
8
4,172
1,022
2,585
941
4.0118
245,800
NEAR OCEAN
-116.05
33.33
17
290
94
135
57
1.7292
81,300
INLAND
-118.96
35.4
27
2,473
400
1,271
427
3.5524
89,100
INLAND
-118.09
33.91
34
1,582
343
1,356
324
3.4211
141,100
<1H OCEAN
-118.33
34.02
46
1,528
391
933
366
2.1979
125,700
<1H OCEAN
-119.83
34.44
35
796
281
567
257
2.1389
260,000
NEAR OCEAN
-117.76
33.86
14
3,666
442
1,400
433
10.1316
500,001
<1H OCEAN
-118.47
34.25
34
1,732
399
1,120
401
4.1492
195,700
<1H OCEAN
-121.32
36.42
20
1,054
269
1,219
273
3.0437
76,600
<1H OCEAN
-117.99
33.74
26
4,065
741
1,960
739
4.506
240,000
<1H OCEAN
-121.44
38.58
42
2,334
435
892
446
3.0208
148,800
INLAND
-119.84
36.54
19
1,310
241
702
217
2.4375
78,200
INLAND
-118.32
34.62
31
1,398
273
884
299
4.8409
264,900
INLAND
-120.86
35.4
21
2,787
641
1,106
501
2.7043
186,200
NEAR OCEAN
-118
33.79
18
3,679
694
1,820
652
3.6531
143,500
<1H OCEAN
-118.44
34.32
14
6,235
1,286
3,568
1,190
4.1724
211,600
<1H OCEAN
-122.27
37.78
13
2,020
535
959
486
5.2601
292,700
NEAR BAY
-117.99
33.69
16
1,476
294
886
270
5.3259
216,400
<1H OCEAN
-119.7
34.42
52
329
109
291
102
1.4722
350,000
<1H OCEAN
-117.97
33.82
26
2,335
504
1,121
502
2.9891
205,200
<1H OCEAN
-115.4
32.86
19
1,087
171
649
173
3.3182
113,800
INLAND
-118.5
34.27
35
2,235
390
1,148
416
4.869
221,600
<1H OCEAN
-118.05
33.79
19
1,863
355
1,260
317
3.2465
277,400
<1H OCEAN
-121.6
37.9
5
14,684
2,252
4,276
1,722
6.9051
340,900
INLAND
-118.39
34.06
39
3,299
831
1,649
759
3.3295
500,001
<1H OCEAN
-118.48
34.03
32
1,793
476
1,143
448
2.8981
353,600
<1H OCEAN
-122.48
37.74
52
2,841
517
1,372
517
3.9236
335,000
NEAR OCEAN
-122.42
37.67
42
2,274
429
1,255
397
5.1205
226,300
NEAR OCEAN
-118.26
33.88
39
1,756
320
1,055
322
3.2375
105,200
<1H OCEAN
-122.21
37.78
47
881
248
753
241
2.625
111,300
NEAR BAY
-117.79
33.68
16
1,998
308
818
299
6.8722
326,100
<1H OCEAN
-117.91
33.82
32
1,408
307
1,331
284
3.7014
179,600
<1H OCEAN
-117.04
32.69
9
3,417
860
2,521
828
3.02
158,900
NEAR OCEAN
-117.28
34.12
36
2,991
822
2,378
751
1.3571
70,600
INLAND
-124.21
41.77
17
3,461
722
1,947
647
2.5795
68,400
NEAR OCEAN
-122
37.36
17
6,012
1,737
3,539
1,625
3.8464
239,400
<1H OCEAN
-118.47
33.99
34
1,875
501
1,491
526
2.8417
321,400
<1H OCEAN
-118.1
33.85
36
956
159
416
157
4.6429
223,700
<1H OCEAN
-117.92
33.83
17
382
86
272
81
1.425
212,500
<1H OCEAN
-118.36
33.85
34
1,086
197
509
158
6.1133
349,300
<1H OCEAN
-119.81
34.44
14
961
305
662
286
3.2115
206,300
NEAR OCEAN
-121.49
38.59
20
463
180
486
190
1.0313
85,000
INLAND
-118.05
33.86
16
2,851
626
1,985
603
5.4089
265,600
<1H OCEAN
-118.08
33.84
31
2,377
600
2,042
593
3.625
170,400
<1H OCEAN
-118.58
34.2
35
1,558
267
793
249
5.1463
220,200
<1H OCEAN
-118.34
34.05
52
2,194
504
997
438
2.6654
259,400
<1H OCEAN
-120.87
37.07
26
2,036
401
1,343
414
3.6331
88,600
INLAND
-119
35.39
42
2,839
516
1,203
487
3.7708
79,400
INLAND
-119.66
36.34
32
1,338
276
859
286
2.6397
59,700
INLAND
-117.4
34.01
25
1,858
366
1,311
331
2.7083
87,800
INLAND
-118.19
33.84
44
2,731
577
1,396
555
4.1771
219,100
NEAR OCEAN
-117.84
34.04
4
9,959
1,544
4,904
1,429
6.9754
402,500
<1H OCEAN
-116.95
32.82
12
5,535
1,434
3,112
1,262
2.5949
108,300
<1H OCEAN
-121.98
37.24
35
3,574
485
1,325
476
8.5425
500,001
<1H OCEAN
-118.32
34.17
39
1,995
564
1,202
544
3.5875
250,000
<1H OCEAN
-122.24
37.8
52
1,586
398
1,006
335
2.1348
140,600
NEAR BAY
-118.12
34.11
52
2,787
353
1,057
364
10.2317
500,001
<1H OCEAN
-117.36
33.2
19
1,926
557
1,190
483
1.3269
166,100
NEAR OCEAN
-120.85
37.49
42
264
72
310
70
1.4063
61,500
INLAND
-117.09
32.73
26
3,114
686
1,948
660
2.8942
124,100
NEAR OCEAN
-117.92
33.64
25
2,224
580
985
516
3.1305
268,800
<1H OCEAN