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
-117.68
33.65
6
10,395
1,915
4,783
1,811
5.928
239,900
<1H OCEAN
-116.96
34.83
30
1,211
289
611
230
1.6667
44,700
INLAND
-117.92
34.13
42
1,762
398
1,526
365
2.8643
132,600
INLAND
-121.1
39.08
13
1,110
216
602
209
2.5887
144,400
INLAND
-118.22
33.8
36
1,285
347
1,291
337
3.7708
157,100
NEAR OCEAN
-122.04
36.98
35
2,155
355
866
335
5.6188
404,700
NEAR OCEAN
-117.97
33.76
27
1,712
325
1,036
345
4.0508
183,900
<1H OCEAN
-124.16
40.78
43
2,241
446
932
395
2.9038
82,000
NEAR OCEAN
-122.07
37.88
11
1,077
318
590
264
3.5536
387,200
NEAR BAY
-118.45
34.16
33
2,544
500
1,035
492
4.475
314,800
<1H OCEAN
-118.38
34.15
36
2,933
619
1,115
579
4.3036
365,900
<1H OCEAN
-118.01
33.92
34
4,039
694
2,269
663
5.2305
205,100
<1H OCEAN
-117.84
33.82
24
10,281
1,689
4,926
1,629
4.7946
251,200
<1H OCEAN
-117.31
34.43
16
5,130
1,172
3,126
1,046
1.6784
71,900
INLAND
-117.39
33.96
52
1,992
345
948
358
3.2917
129,300
INLAND
-117.23
32.78
35
1,649
355
746
360
4.6293
356,500
NEAR OCEAN
-123.13
40.85
18
1,650
377
675
282
1.8933
84,700
INLAND
-122.27
41.2
52
4,513
985
1,926
815
1.5923
56,000
INLAND
-120.91
40.08
24
1,629
313
641
274
2.2067
69,600
INLAND
-118.29
34.11
49
2,850
379
1,113
380
12.9591
500,001
<1H OCEAN
-121.95
37.32
20
1,145
198
431
173
3.1103
281,900
<1H OCEAN
-117.92
33.85
38
2,082
532
1,592
510
2.3704
166,100
<1H OCEAN
-122.32
40.42
17
3,019
578
1,538
545
2.793
76,500
INLAND
-118.44
34.24
36
1,660
301
1,225
307
4.095
184,000
<1H OCEAN
-117.41
34.58
14
859
212
541
181
1.6838
57,900
INLAND
-122.04
37.57
12
5,719
1,064
3,436
1,057
5.2879
231,200
NEAR BAY
-117.89
33.92
14
1,562
373
609
328
2.3935
125,000
<1H OCEAN
-119.74
34.35
34
1,664
292
705
257
5
329,400
NEAR OCEAN
-122.06
36.98
15
3,385
669
1,571
615
4.2254
320,900
NEAR OCEAN
-117.14
32.73
26
450
132
317
109
4
137,500
NEAR OCEAN
-122.44
37.79
52
2,083
491
1,224
483
4.0882
468,800
NEAR BAY
-117.37
33.2
19
928
317
845
319
1.6318
187,500
NEAR OCEAN
-118.43
34.07
38
3,251
656
1,251
593
7.7382
500,001
<1H OCEAN
-118.06
34.14
42
2,461
379
1,179
360
7.0315
437,300
INLAND
-117.86
33.77
39
4,159
655
1,669
651
4.6111
240,300
<1H OCEAN
-121.44
37.73
7
8,363
1,314
3,907
1,068
5.3321
208,100
INLAND
-120.76
38.12
7
7,188
1,288
3,175
1,115
3.8488
130,600
INLAND
-122.27
37.88
52
3,360
648
1,232
621
4.2813
284,900
NEAR BAY
-117.13
32.58
27
2,511
615
1,427
576
3.1645
156,000
NEAR OCEAN
-118.11
33.96
29
2,784
582
1,278
550
4.3882
261,600
<1H OCEAN
-118.37
34.17
10
1,431
473
1,438
429
2.2756
221,400
<1H OCEAN
-122.47
38.51
25
928
195
413
184
3.4904
196,900
INLAND
-121.87
37.34
52
1,087
166
650
194
6.6345
309,000
<1H OCEAN
-118.02
33.81
34
3,482
614
2,227
641
5.1155
200,900
<1H OCEAN
-117.95
33.79
34
2,912
520
1,625
501
4.4667
190,600
<1H OCEAN
-122.21
37.82
52
2,375
333
813
350
7.0549
331,400
NEAR BAY
-117.83
34.14
26
8,254
1,153
3,460
1,131
6.5253
349,900
INLAND
-117.87
33.85
33
45
11
34
10
5.2949
350,000
<1H OCEAN
-119.99
38.94
22
3,119
640
786
351
3.0806
118,500
INLAND
-118.29
33.93
41
896
198
605
168
2.2778
128,100
<1H OCEAN
-121.63
39.1
22
3,585
548
1,757
577
4.174
100,100
INLAND
-118.23
34.21
32
1,464
406
693
380
2.5463
200,000
<1H OCEAN
-118.09
34.15
45
1,345
356
749
327
2.8007
210,900
INLAND
-118.29
34.05
30
1,417
589
1,615
540
1.3867
193,800
<1H OCEAN
-118.29
33.93
32
1,815
488
1,715
475
1.7244
111,200
<1H OCEAN
-121.67
38.85
46
645
131
410
122
1.7417
110,400
INLAND
-120.91
37.74
19
1,690
327
855
296
3.25
176,700
INLAND
-120.15
39.17
32
1,684
359
454
209
2.9125
145,800
INLAND
-121.04
37.68
18
5,129
1,171
3,622
1,128
2.0272
92,700
INLAND
-122.16
37.77
39
1,583
349
857
316
3.0958
145,800
NEAR BAY
-122
36.98
20
2,502
454
981
399
4.3
275,000
NEAR OCEAN
-122.44
37.75
28
4,930
1,381
2,232
1,321
4.3232
316,200
NEAR BAY
-121.86
36.6
21
3,634
1,011
1,985
917
2.9085
156,300
<1H OCEAN
-120.45
34.65
21
1,182
243
733
251
3.1442
131,600
NEAR OCEAN
-117.96
33.75
22
2,300
539
1,625
542
2.78
196,300
<1H OCEAN
-121.81
38.49
18
4,518
827
2,230
715
3.9309
178,500
INLAND
-122.01
38.36
28
1,967
315
734
291
4.9583
146,200
INLAND
-122.71
38.45
39
2,739
573
1,223
569
2.9663
185,400
<1H OCEAN
-117.25
32.8
31
2,182
630
1,069
599
2.9781
212,500
NEAR OCEAN
-121.44
37.75
29
918
159
417
166
4.2768
151,300
INLAND
-118.26
34.06
33
1,950
1,047
3,707
1,012
1.7238
110,000
<1H OCEAN
-117.26
33.84
12
1,159
209
523
159
2.7232
123,200
INLAND
-118.34
33.92
29
1,475
349
965
370
3.3558
199,600
<1H OCEAN
-122.28
37.53
25
3,710
1,015
2,068
958
3.5445
286,700
NEAR OCEAN
-122.28
37.9
52
1,369
249
490
248
4.1212
287,500
NEAR BAY
-118.32
33.9
36
1,520
300
831
291
4.0473
212,100
<1H OCEAN
-117.92
33.94
30
2,506
394
1,255
421
4.7813
198,200
<1H OCEAN
-117.14
32.75
29
1,961
565
1,002
569
2.2813
118,100
NEAR OCEAN
-122.81
38.36
18
2,399
389
1,131
391
5.2769
293,900
<1H OCEAN
-117.23
32.88
18
5,566
1,465
6,303
1,458
1.858
205,000
NEAR OCEAN
-121.33
38.77
3
20,214
3,559
8,361
3,112
4.2259
169,300
INLAND
-117.96
33.65
18
3,603
879
1,549
756
4.0229
363,100
<1H OCEAN
-121.83
37.25
17
2,332
637
1,636
623
3.1932
123,400
<1H OCEAN
-117.85
33.62
13
5,192
658
1,865
662
15.0001
500,001
<1H OCEAN
-119.02
35.41
31
2,348
701
1,413
611
1.3222
51,400
INLAND
-117.86
33.88
20
3,977
540
1,886
541
6.5843
272,200
<1H OCEAN
-117.86
33.99
10
17,820
2,812
8,686
2,666
6.3875
310,700
<1H OCEAN
-121.25
38.71
14
3,713
637
1,845
635
4.3009
143,400
INLAND
-121.94
37
32
2,210
426
1,082
396
4.1587
315,200
NEAR OCEAN
-121
39
4
170
23
93
27
10.9891
312,500
INLAND
-121.87
37.21
18
1,080
122
382
121
9.08
500,001
<1H OCEAN
-117.65
34.1
19
1,688
365
622
322
3.6
136,400
INLAND
-121.3
37.92
28
3,308
766
3,201
720
1.7694
73,900
INLAND
-116.89
32.99
14
2,816
501
1,448
452
5.0278
210,900
<1H OCEAN
-118.46
34.24
11
5,363
1,160
2,783
1,034
3.8583
170,700
<1H OCEAN
-121.88
37.26
13
1,893
487
1,018
464
3.8047
204,700
<1H OCEAN
-121.81
37.31
15
1,794
366
1,533
371
5.7843
209,900
<1H OCEAN
-121.64
39.15
15
2,659
396
1,159
407
5.234
124,900
INLAND
-118.56
34.24
23
2,980
362
1,208
378
8.1714
500,001
<1H OCEAN
-118.2
34.12
41
1,908
503
1,557
453
2.9194
162,000
<1H OCEAN