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
-118.96
35.38
34
2,047
347
888
352
3.6734
92,900
INLAND
-117.83
33.82
26
3,259
456
1,354
459
5.7817
267,600
<1H OCEAN
-116.79
32.61
19
2,652
520
1,421
491
3.5227
206,100
<1H OCEAN
-119.02
35.42
40
1,089
226
520
218
2.2727
67,200
INLAND
-119.46
35.17
40
4,164
812
1,998
773
2.8323
50,800
INLAND
-117.22
32.75
24
3,914
985
2,147
874
2.9735
225,000
NEAR OCEAN
-121.82
37.23
23
4,487
584
2,024
580
7.5218
291,500
<1H OCEAN
-121.36
38.4
18
4,813
849
2,333
843
4.175
144,400
INLAND
-117.3
33.85
15
3,991
751
2,317
657
2.9542
127,900
INLAND
-121.83
40.69
14
821
170
477
129
3.15
87,500
INLAND
-119.19
34.46
39
2,056
381
939
371
6.6257
427,600
<1H OCEAN
-122.33
37.94
43
1,876
389
807
377
3.1571
141,600
NEAR BAY
-118.21
33.79
33
32
18
96
36
4.5938
112,500
NEAR OCEAN
-117.47
33.94
34
2,086
417
1,501
395
3.2311
105,600
INLAND
-118.44
34.18
33
2,127
414
1,056
391
4.375
286,100
<1H OCEAN
-118.94
35.39
27
3,074
452
1,223
452
5.4592
139,100
INLAND
-121.97
37
25
990
166
522
185
4.8269
272,900
NEAR OCEAN
-121.82
37.28
31
1,340
235
1,336
270
4.2361
179,500
<1H OCEAN
-117.27
33.22
5
2,283
337
999
325
5.0249
196,700
<1H OCEAN
-118.34
33.92
6
1,047
271
740
248
3.425
193,800
<1H OCEAN
-117.19
32.86
19
3,716
563
1,788
587
5.2113
267,400
NEAR OCEAN
-118.25
34.15
15
3,712
1,005
1,888
890
3.6875
209,600
<1H OCEAN
-122.04
37.35
28
1,582
264
696
270
5.678
370,100
<1H OCEAN
-118.33
33.97
47
1,830
369
922
377
4.1635
156,400
<1H OCEAN
-118.27
34.1
51
3,149
519
1,082
510
6.4459
421,600
<1H OCEAN
-119.12
34.38
28
7,200
1,281
3,793
1,238
4.075
237,900
<1H OCEAN
-117.93
33.76
17
3,341
803
3,381
825
3.371
161,800
<1H OCEAN
-121.85
36.61
38
238
null
191
67
1.3897
125,000
<1H OCEAN
-118.31
33.74
22
5,042
974
2,260
935
4.3472
351,200
NEAR OCEAN
-121.29
38.61
26
1,814
299
963
317
4.4519
110,500
INLAND
-117.93
34.06
28
3,342
688
2,210
647
3.4596
202,800
<1H OCEAN
-118.19
33.86
46
1,824
438
1,200
451
3.4375
156,700
<1H OCEAN
-118.37
34.17
15
3,327
1,011
2,683
857
2.3784
185,400
<1H OCEAN
-117.69
33.54
20
1,767
280
801
284
6.5394
272,000
<1H OCEAN
-117.29
34.12
45
1,369
351
1,046
274
1.8438
72,100
INLAND
-118.16
34.02
34
1,474
511
1,962
501
1.8715
139,600
<1H OCEAN
-117.94
33.93
14
999
232
1,037
244
2.7125
166,100
<1H OCEAN
-120.68
35.51
17
1,701
298
941
293
4.3218
209,100
<1H OCEAN
-118.3
33.93
29
2,228
396
1,140
352
3.7969
169,400
<1H OCEAN
-117.82
33.74
25
2,720
680
1,559
631
3.0958
137,800
<1H OCEAN
-117.8
33.78
18
3,548
474
1,506
449
6.925
290,300
<1H OCEAN
-118.32
34.16
49
1,074
170
403
208
6.2547
366,700
<1H OCEAN
-118.66
35.2
7
9,664
1,692
3,617
1,370
4.0581
162,900
INLAND
-121.42
38.7
10
2,562
460
1,478
433
4.0625
96,200
INLAND
-120.45
34.96
11
1,299
280
1,158
223
2.5556
129,200
<1H OCEAN
-122.41
37.74
52
831
175
415
159
1.9464
249,000
NEAR BAY
-121.27
38.66
19
1,891
266
678
255
6.1872
188,700
INLAND
-118.01
34.08
30
2,281
522
1,969
500
3.6531
166,300
INLAND
-118.07
34.17
34
4,062
597
1,525
566
7.8588
454,800
INLAND
-118.15
34.15
52
275
123
273
111
1.1667
500,001
<1H OCEAN
-118.95
34.16
21
2,953
419
1,397
410
6.541
291,500
<1H OCEAN
-118.02
34.14
34
1,077
257
478
199
2.6316
252,800
INLAND
-118.28
33.96
41
1,175
340
1,241
352
1.2273
98,400
<1H OCEAN
-119.81
36.6
24
2,246
462
1,291
394
2.4006
76,400
INLAND
-121.8
38.55
11
5,121
899
2,258
901
4.7168
223,200
INLAND
-117.01
32.75
26
4,038
706
2,065
687
3.9545
178,100
<1H OCEAN
-118.25
34.06
20
41
17
87
25
1.5491
225,000
<1H OCEAN
-121.95
36.6
32
3,152
504
793
426
7.1198
469,900
NEAR OCEAN
-118.02
34.15
44
2,267
426
980
372
3.6
307,400
INLAND
-118.13
33.8
41
1,509
325
821
314
4.0893
223,000
<1H OCEAN
-117.01
32.71
20
3,506
692
1,977
668
2.981
129,100
NEAR OCEAN
-117.18
32.92
4
15,025
2,616
7,560
2,392
5.196
210,700
<1H OCEAN
-117.69
33.8
5
3,178
631
1,467
581
5.2541
237,100
<1H OCEAN
-122.06
37.37
32
2,510
578
1,160
581
4.9087
322,700
<1H OCEAN
-118
33.81
17
1,530
404
883
344
2.8835
196,500
<1H OCEAN
-117.37
33.96
33
3,974
548
1,398
528
7.2519
216,600
INLAND
-122.19
37.8
48
1,694
259
610
238
4.744
257,300
NEAR BAY
-121.27
38.11
11
3,163
794
2,106
762
2.4482
103,000
INLAND
-121.21
37.81
18
2,404
498
1,531
506
2.995
124,300
INLAND
-122.86
38.42
38
1,166
223
584
225
3.6667
244,400
<1H OCEAN
-117.9
33.98
20
9,893
2,283
7,228
2,159
3.253
186,700
<1H OCEAN
-122.2
38.04
31
3,029
500
1,236
487
5.6022
197,000
NEAR BAY
-118.11
34.1
49
2,812
478
1,329
490
5.2503
292,900
<1H OCEAN
-117.98
33.7
24
3,451
504
1,736
493
6.3749
278,000
<1H OCEAN
-118.36
34.02
46
3,745
798
1,502
808
3.8643
195,800
<1H OCEAN
-117.35
33.17
16
4,595
1,341
2,849
1,197
2.478
185,600
NEAR OCEAN
-117.22
33.14
5
4,576
848
2,314
705
5.0123
210,400
NEAR OCEAN
-118.11
33.75
15
2,569
812
785
477
5.4011
346,400
NEAR OCEAN
-117.63
34.07
39
2,650
511
1,537
495
3.4432
106,700
INLAND
-117.24
33.04
13
3,498
663
1,412
618
3.212
147,600
NEAR OCEAN
-117.15
34.03
26
5,305
701
1,818
676
6.1461
217,100
INLAND
-118.21
33.95
35
2,134
650
2,248
587
2.2988
153,400
<1H OCEAN
-116.99
32.74
18
3,341
611
1,952
602
3.9844
215,300
<1H OCEAN
-118.49
34.05
52
2,416
291
810
270
13.8556
500,001
<1H OCEAN
-115.73
33.35
23
1,586
448
338
182
1.2132
30,000
INLAND
-118.29
33.98
44
2,261
555
1,348
455
1.9125
97,200
<1H OCEAN
-119.27
36.34
26
2,057
472
1,453
439
2.4113
58,600
INLAND
-118.36
33.98
40
1,113
234
584
231
3.0927
316,000
<1H OCEAN
-121.52
38.53
30
3,377
623
1,289
594
3.5737
171,200
INLAND
-118.3
34.05
31
1,744
720
2,034
633
2.2684
193,800
<1H OCEAN
-118.26
34.11
52
1,740
402
749
335
3.5673
270,700
<1H OCEAN
-118.27
34.17
52
2,010
null
908
326
6.9135
374,000
<1H OCEAN
-116.95
32.77
25
3,308
421
1,201
414
6.3191
303,400
<1H OCEAN
-121.97
37.32
19
4,620
1,404
2,672
1,308
3.699
237,500
<1H OCEAN
-122
38.35
34
1,084
187
561
198
4.2115
118,900
INLAND
-118.2
34.05
41
1,268
398
1,887
407
2.625
150,000
<1H OCEAN
-121.95
37.24
37
3,109
541
1,566
544
6.0235
413,500
<1H OCEAN
-118.56
34.25
31
1,962
243
697
242
8.565
500,001
<1H OCEAN
-122.03
37.62
35
1,298
236
632
204
3.8929
209,500
NEAR BAY
-118.41
34
18
1,307
441
884
456
2.9338
276,300
<1H OCEAN