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
-117.16
32.81
34
2,275
375
1,021
379
3.6371
176,300
NEAR OCEAN
-122.23
37.79
48
1,696
396
1,481
343
2.0375
122,500
NEAR BAY
-122.4
40.58
40
3,895
929
1,782
910
1.3329
78,200
INLAND
-118.36
34.02
43
1,356
333
796
329
1.7159
189,700
<1H OCEAN
-118.35
33.91
32
1,660
366
928
398
4.3187
269,700
<1H OCEAN
-117.94
33.94
30
1,596
307
845
309
4.5096
241,100
<1H OCEAN
-121.74
36.92
17
2,648
589
1,193
540
2.4461
151,700
<1H OCEAN
-118.34
34.03
46
2,437
502
1,151
477
2.4444
134,100
<1H OCEAN
-118.03
34.1
32
2,668
609
1,512
541
2.9422
233,100
INLAND
-117.35
34.13
26
3,920
570
1,862
552
3.7286
132,000
INLAND
-117.7
33.56
2
2,112
305
703
261
6.9343
298,500
<1H OCEAN
-117.61
34.1
9
18,956
4,095
10,323
3,832
3.6033
132,600
INLAND
-120.82
35.31
16
3,924
699
1,325
638
2.5172
293,900
NEAR OCEAN
-121.59
37.02
14
6,355
1,279
3,704
1,224
4.4233
228,600
INLAND
-119.03
35.41
41
1,808
435
1,005
373
1.7857
54,300
INLAND
-116.2
32.64
28
1,608
409
567
254
1.4648
61,800
INLAND
-119.77
36.91
3
7,520
1,143
2,878
1,077
5.3272
174,200
INLAND
-119.86
36.8
18
2,536
516
1,196
466
2.5595
67,900
INLAND
-118.07
33.88
18
2,436
375
1,303
386
6.1968
344,700
<1H OCEAN
-122.14
37.71
27
3,094
866
1,364
789
2.6101
181,700
NEAR BAY
-122.48
37.67
31
2,609
433
1,746
464
5.1054
294,500
NEAR OCEAN
-121.99
37.97
30
3,320
589
1,470
543
4.6071
184,100
INLAND
-117.97
34.11
18
123
28
121
26
3.0417
137,500
INLAND
-117.93
33.64
15
1,707
514
1,335
434
2.7543
177,800
<1H OCEAN
-118.24
33.9
35
1,079
247
1,055
243
2.375
93,600
<1H OCEAN
-117.06
32.63
37
1,326
234
612
240
4.125
160,200
NEAR OCEAN
-118.44
34.26
34
1,102
212
949
212
4.0792
165,100
<1H OCEAN
-117.96
34.08
33
4,151
850
3,563
848
3.1912
159,900
<1H OCEAN
-117.87
33.6
20
3,212
572
1,064
526
6.6155
500,001
<1H OCEAN
-118.36
34.17
31
1,939
505
1,584
466
2.5234
199,500
<1H OCEAN
-122.02
38.25
10
2,237
454
1,255
429
3.1176
126,500
INLAND
-117.08
32.71
27
2,204
598
1,656
521
1.4821
86,200
NEAR OCEAN
-117.2
32.8
34
4,854
912
2,089
854
3.8542
200,000
NEAR OCEAN
-117.05
34.01
27
5,484
1,205
2,645
1,131
2.1927
116,700
INLAND
-118.36
34.14
30
1,376
317
629
320
3.6823
295,200
<1H OCEAN
-117.97
34
28
1,983
375
1,407
367
3.8319
179,000
<1H OCEAN
-117.05
32.61
21
6,034
1,205
3,795
1,146
3.2633
129,700
NEAR OCEAN
-117.01
32.77
24
2,311
536
1,005
525
2.9
185,200
<1H OCEAN
-117.21
32.81
33
4,773
873
1,954
845
4.3862
184,800
NEAR OCEAN
-118.45
34.29
30
762
228
840
226
2.3375
154,200
<1H OCEAN
-122.42
37.75
52
1,974
525
935
465
2.7173
300,000
NEAR BAY
-117.34
34.12
26
1,008
164
568
196
3.3516
105,600
INLAND
-117.15
32.71
52
217
82
531
93
1.6607
137,500
NEAR OCEAN
-118.2
33.98
30
2,369
753
3,259
770
2.1964
158,500
<1H OCEAN
-118.27
33.89
32
1,969
397
1,349
370
4.4659
138,100
<1H OCEAN
-118.22
34.05
44
1,105
346
1,598
372
1.2
115,600
<1H OCEAN
-117.29
33.08
18
3,225
515
1,463
476
5.7787
346,700
NEAR OCEAN
-119.45
35.15
33
5,050
964
2,293
919
3.1592
75,400
INLAND
-118.51
34.43
15
8,510
1,258
3,733
1,233
6.1082
253,700
<1H OCEAN
-118.18
36.63
23
2,311
487
1,019
384
2.2574
104,700
INLAND
-117.71
33.63
16
1,641
354
945
318
3.4261
219,700
<1H OCEAN
-119.06
36.15
25
2,402
478
1,527
461
2.3194
52,900
INLAND
-122.35
37.94
34
1,880
459
1,358
422
1.6571
105,200
NEAR BAY
-118.02
34.09
24
2,080
514
1,976
478
2.6917
170,000
INLAND
-118.25
34.17
52
1,532
292
631
275
5.1242
372,900
<1H OCEAN
-121.82
37.32
10
2,506
623
2,634
622
3.135
231,400
<1H OCEAN
-122.24
37.75
45
891
null
384
146
4.9489
247,100
NEAR BAY
-119.02
35.38
52
90
35
36
31
0.8054
60,000
INLAND
-118.02
33.91
35
1,337
234
692
235
5.1155
213,700
<1H OCEAN
-121.9
37.44
4
1,646
408
853
410
5.0821
265,500
<1H OCEAN
-117.87
33.88
25
1,808
440
1,342
454
3.025
156,900
<1H OCEAN
-118.2
33.81
43
3,013
574
1,525
529
4.95
194,000
NEAR OCEAN
-122.24
37.76
52
2,504
516
979
472
3.4762
244,000
NEAR BAY
-121.89
38.01
28
3,639
751
2,362
641
3.0042
103,900
INLAND
-118.19
34.05
35
1,296
307
1,423
276
2.7432
135,200
<1H OCEAN
-119.79
36.31
25
4,984
1,029
2,414
961
2.2937
72,300
INLAND
-119.2
34.19
19
9,503
1,769
6,370
1,718
5.0016
218,500
NEAR OCEAN
-118.32
34.01
50
1,842
377
817
341
3.1548
157,700
<1H OCEAN
-119.82
36.8
33
1,670
256
528
250
2.9471
99,500
INLAND
-121.19
38.95
16
2,544
431
1,199
412
4.5129
196,300
INLAND
-118.12
34.04
35
1,038
209
598
190
5.9214
254,900
<1H OCEAN
-122.28
37.88
52
1,844
332
769
334
4.2614
261,300
NEAR BAY
-118.46
34.23
16
6,338
1,768
4,718
1,632
3.0187
154,600
<1H OCEAN
-122.24
37.79
27
1,632
492
1,171
429
2.3173
125,000
NEAR BAY
-121.14
37.47
38
2,427
450
1,272
474
2.8833
115,200
INLAND
-118.42
34.02
34
2,995
942
2,626
947
2.2402
450,000
<1H OCEAN
-121.51
38.5
25
4,719
745
1,857
739
5.0371
180,200
INLAND
-117.42
34.02
9
5,455
882
3,015
858
4.2321
162,800
INLAND
-117.29
33.04
30
2,750
555
1,281
520
4.7333
286,900
NEAR OCEAN
-118.42
34.3
29
3,334
712
2,919
718
3.6548
180,300
<1H OCEAN
-122.41
37.72
35
2,104
434
1,225
410
4.8214
242,900
NEAR BAY
-118.24
33.9
39
642
129
475
123
1.2083
92,600
<1H OCEAN
-118.08
33.89
35
1,071
290
1,412
274
3.1917
114,900
<1H OCEAN
-122.09
39.13
28
4,169
895
2,587
810
2.331
65,500
INLAND
-121.82
38.36
26
1,974
364
1,002
362
3.3036
210,000
INLAND
-121.92
37.27
29
5,536
862
2,651
881
5.6358
282,100
<1H OCEAN
-122.4
37.59
22
2,754
477
1,163
479
6.2306
500,001
NEAR OCEAN
-122.01
37.95
8
3,866
539
1,555
513
6.0901
298,200
NEAR BAY
-117.83
33.99
14
17,527
2,751
8,380
2,676
6.2734
267,000
<1H OCEAN
-121.94
37.53
33
2,095
342
941
304
5.761
259,600
<1H OCEAN
-117.98
33.77
22
3,236
673
2,034
662
4.0955
174,200
<1H OCEAN
-118.36
34.18
36
2,233
605
1,934
599
2.8784
194,900
<1H OCEAN
-118.15
34.2
37
1,997
361
1,037
363
3.7932
210,300
INLAND
-118.78
34.05
28
1,343
215
487
199
6.83
500,001
NEAR OCEAN
-121.94
37.3
25
1,455
370
734
331
3.2727
262,500
<1H OCEAN
-121.42
37.74
19
1,393
367
915
355
1.1957
103,100
INLAND
-117.16
32.74
27
2,335
604
982
590
3.1921
261,500
NEAR OCEAN
-118.17
34.61
7
2,465
336
978
332
7.1381
292,200
INLAND
-120.84
37.51
14
6,337
1,593
3,909
1,480
2.0643
106,500
INLAND
-120.65
38.5
10
1,783
337
638
262
2.65
116,700
INLAND