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
-118.22
33.99
4
1,849
577
1,529
418
2.7708
186,300
<1H OCEAN
-124.1
40.95
17
1,485
345
823
316
1.8993
78,400
NEAR OCEAN
-122.3
37.91
39
2,686
569
1,159
559
2.9441
200,400
NEAR BAY
-122.07
37.89
28
3,410
746
1,428
670
4.3864
266,800
NEAR BAY
-117.41
33.93
35
793
150
669
128
4.0156
89,300
INLAND
-118.19
33.98
36
4,179
null
4,582
1,196
2.0087
172,100
<1H OCEAN
-122.31
38.31
32
2,577
458
1,172
447
3.8796
175,500
NEAR BAY
-118.1
34.65
33
873
177
425
142
2.67
187,500
INLAND
-122.32
37.93
33
296
73
216
63
2.675
22,500
NEAR BAY
-119.59
36.57
19
1,733
303
911
281
3.5987
131,700
INLAND
-121.99
37.25
25
1,743
212
604
200
10.7582
500,001
<1H OCEAN
-117.83
33.81
24
3,550
895
2,828
834
2.8403
225,600
<1H OCEAN
-122.36
40.56
20
3,592
868
1,865
781
2.0258
64,800
INLAND
-120.45
34.65
25
980
276
896
245
2
87,500
NEAR OCEAN
-117.23
32.87
11
3,123
740
1,223
634
5.417
196,800
NEAR OCEAN
-120.63
38.68
14
1,821
316
769
266
3.0789
131,700
INLAND
-121.43
38.46
18
1,378
235
818
262
4.0625
100,300
INLAND
-116.23
33.73
29
1,133
221
918
239
2.8648
72,100
INLAND
-117.18
34.04
38
2,492
381
1,003
369
3.6875
152,800
INLAND
-121.96
37.3
20
4,228
1,006
2,334
1,007
4.3081
227,300
<1H OCEAN
-118.41
34.29
35
1,008
204
1,162
215
3.35
147,600
<1H OCEAN
-117.23
33.22
18
2,334
573
962
557
1.808
97,000
<1H OCEAN
-122.68
38.98
27
2,300
508
526
254
2.1838
109,700
INLAND
-117.9
34.09
39
1,726
333
892
335
4.3409
191,800
<1H OCEAN
-117.95
34.14
13
3,859
710
2,283
759
4.5594
184,500
INLAND
-121.33
38.02
37
1,964
315
915
335
4.3008
119,800
INLAND
-117.69
34.07
35
3,222
559
1,970
550
3.7083
131,000
INLAND
-120.84
37.48
10
2,874
612
1,960
596
2.7381
104,600
INLAND
-118.15
33.76
36
2,916
785
1,183
749
3.5985
500,001
NEAR OCEAN
-118.45
34.2
27
1,572
450
1,039
455
2.5562
190,500
<1H OCEAN
-121.91
36.62
52
541
157
240
145
3.5865
290,000
<1H OCEAN
-123.18
39.23
18
243
55
115
54
2.125
175,000
<1H OCEAN
-118.3
33.99
47
2,637
588
1,903
521
1.8317
96,500
<1H OCEAN
-122.03
37.3
30
3,007
554
1,551
616
5.8521
326,300
<1H OCEAN
-117.51
34.14
21
2,455
381
1,094
327
4.6437
191,700
INLAND
-118.83
34.18
23
5,647
786
2,050
738
6.3586
348,300
<1H OCEAN
-121.78
37.67
28
1,773
278
804
269
4.8571
201,100
INLAND
-118.34
34.16
25
6,082
1,763
2,616
1,644
3.6486
246,900
<1H OCEAN
-118.1
34.7
5
10,356
1,647
4,562
1,427
4.9806
141,100
INLAND
-117.17
32.74
38
5,054
1,168
2,366
1,103
2.9422
289,400
NEAR OCEAN
-122.49
37.76
52
2,564
502
1,092
459
3.5302
329,600
NEAR BAY
-122.23
37.82
52
3,051
381
1,005
369
8.1872
466,100
NEAR BAY
-118.51
34.23
27
4,580
918
2,252
850
4.7926
454,400
<1H OCEAN
-117.89
34.13
34
2,159
386
1,443
385
4.1995
147,400
<1H OCEAN
-118.27
34.11
41
4,138
1,130
1,859
1,030
2.978
306,800
<1H OCEAN
-118.3
34.11
52
1,954
245
645
237
6.9391
500,001
<1H OCEAN
-115.5
32.68
18
3,631
913
3,565
924
1.5931
88,400
INLAND
-121.31
38.68
16
5,179
1,271
2,181
1,151
2.1009
82,500
INLAND
-119.01
36.02
17
3,915
742
1,768
688
2.375
79,800
INLAND
-121.44
38.5
27
2,527
439
1,089
415
4.088
96,800
INLAND
-121.47
38.56
52
1,532
408
782
369
1.8911
85,900
INLAND
-122.42
37.77
52
759
323
421
255
2.0548
162,500
NEAR BAY
-118.28
34.08
39
3,162
896
1,934
818
2.875
213,500
<1H OCEAN
-122.14
37.43
52
1,944
308
696
293
8.2664
500,001
NEAR BAY
-119.77
36.73
44
1,960
393
1,286
381
2.1518
53,000
INLAND
-122.08
37.93
35
4,043
689
1,832
662
5.0761
233,200
NEAR BAY
-118.58
34.12
42
718
140
324
131
6.4018
500,001
<1H OCEAN
-118.37
34.21
36
1,392
326
1,181
303
3.1563
176,400
<1H OCEAN
-118.29
34.11
48
1,448
295
681
287
3.2333
436,400
<1H OCEAN
-121.54
38.51
17
8,482
1,590
3,362
1,513
4.2216
217,900
INLAND
-120.81
38.73
38
2,005
385
882
353
2.5104
120,500
INLAND
-122.16
38.05
52
1,888
457
830
408
3.1373
185,100
NEAR BAY
-121.02
37.63
35
1,591
364
1,290
352
1.564
81,800
INLAND
-118.45
34.25
34
2,094
380
1,207
380
5.2801
212,300
<1H OCEAN
-118.19
33.8
36
2,326
729
2,635
657
2.1985
141,800
NEAR OCEAN
-118.74
34.28
21
4,056
637
1,974
634
5.9024
221,000
<1H OCEAN
-122.07
37.34
30
1,851
238
631
236
10.1007
500,001
<1H OCEAN
-118.89
34.28
30
917
157
678
171
5.8133
195,700
<1H OCEAN
-118.41
33.75
4
311
51
128
46
9.8091
500,001
NEAR OCEAN
-120.16
34.61
17
921
189
434
219
3.0185
500,001
NEAR OCEAN
-118.34
34.01
37
4,291
1,102
1,941
953
1.7945
106,300
<1H OCEAN
-122.43
37.78
52
4,014
1,069
2,070
927
2.8202
442,900
NEAR BAY
-121.98
37.29
31
2,750
664
1,459
660
3.2287
264,900
<1H OCEAN
-118.32
34.26
32
3,690
791
1,804
715
4.4875
222,700
<1H OCEAN
-118.27
33.93
41
570
135
466
121
2.6458
91,300
<1H OCEAN
-122.08
37.64
30
5,267
1,253
4,065
1,113
3.3479
182,100
NEAR BAY
-121.89
37.36
37
1,525
363
1,075
374
2.8971
186,100
<1H OCEAN
-120.77
40.65
11
2,635
667
280
132
1.7214
118,300
INLAND
-122.05
37.9
32
4,498
862
1,818
851
4.8088
321,200
NEAR BAY
-118.75
34.29
17
5,512
null
2,734
814
6.6073
258,100
<1H OCEAN
-121.86
37.41
16
2,938
589
1,718
568
5.5073
178,900
<1H OCEAN
-120.92
39.56
48
1,276
292
358
145
1.875
66,600
INLAND
-118.18
34.03
39
609
145
690
134
2.9167
145,800
<1H OCEAN
-118.28
34
44
2,636
725
2,182
651
1.432
124,000
<1H OCEAN
-119.72
36.81
15
2,175
564
1,194
482
2.6767
87,500
INLAND
-119.7
34.43
39
1,486
467
758
409
2.6875
320,600
<1H OCEAN
-118.5
34.45
25
1,290
190
689
216
6.0097
220,200
<1H OCEAN
-118.37
34.07
44
2,703
663
1,045
619
3.201
287,500
<1H OCEAN
-118.38
33.77
17
10,950
2,207
4,713
2,043
6.3064
418,300
NEAR OCEAN
-122.06
37.96
10
7,136
1,691
2,959
1,507
3.9816
182,000
NEAR BAY
-118.59
34.22
17
6,015
1,464
3,056
1,347
4.0077
229,000
<1H OCEAN
-119.82
36.76
46
2,194
563
924
542
1.4028
68,500
INLAND
-117.62
33.64
2
7,826
893
2,985
790
10.1531
484,100
<1H OCEAN
-118.35
33.92
29
736
232
584
231
3.6167
200,000
<1H OCEAN
-118.04
33.96
37
1,948
395
1,163
379
3.225
154,000
<1H OCEAN
-118.16
34.13
36
4,003
647
1,337
631
7.723
500,001
<1H OCEAN
-118.28
33.92
39
1,274
282
975
277
1.5114
90,400
<1H OCEAN
-117.9
34.53
8
3,484
647
2,169
619
3.9766
135,800
INLAND
-122.49
37.74
52
2,302
457
1,154
424
4.5744
315,200
NEAR OCEAN
-118.44
34.3
38
1,595
314
1,181
327
3.4
155,500
<1H OCEAN