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
-117.35
34.09
14
5,983
1,224
3,255
1,150
2.5902
111,500
INLAND
-117.08
32.57
18
2,203
544
1,943
497
2.25
103,200
NEAR OCEAN
-118.41
33.85
16
6,123
1,989
2,853
1,789
4.425
336,400
NEAR OCEAN
-122.75
38.54
6
6,719
1,016
2,699
997
5.4886
254,200
<1H OCEAN
-119.77
36.72
43
1,763
389
1,623
390
1.4427
47,700
INLAND
-122.3
38.27
4
1,051
263
455
248
3.6389
130,200
NEAR BAY
-121.3
38.11
5
5,979
1,190
2,679
1,084
4.196
171,700
INLAND
-116.31
33.73
19
12,467
2,508
4,086
1,761
3.2846
131,900
INLAND
-121.96
37.1
20
922
155
361
135
6.3617
331,500
<1H OCEAN
-123.22
39.16
29
6,121
1,222
3,595
1,189
2.631
109,600
<1H OCEAN
-117.27
34.15
35
1,490
253
705
253
3.3616
95,300
INLAND
-117.84
33.73
20
2,572
732
1,534
669
2.4211
175,000
<1H OCEAN
-121.25
38.68
13
503
70
267
77
6.1943
276,100
INLAND
-116.68
33.16
26
1,820
374
1,001
324
2.1797
156,300
INLAND
-122.01
37.39
16
3,015
829
1,769
807
4.0068
249,500
<1H OCEAN
-119.94
38.92
24
1,258
216
235
96
4.6
136,800
INLAND
-118.08
34.1
32
2,830
645
1,500
527
3.0819
214,600
<1H OCEAN
-121.61
36.67
39
3,260
821
3,130
793
2.5224
119,200
<1H OCEAN
-118.34
34.05
39
975
292
723
285
2.2725
140,600
<1H OCEAN
-122.02
37.8
11
6,200
907
2,286
896
7.6518
359,300
NEAR BAY
-122.49
37.85
38
240
29
63
34
12.2547
500,001
NEAR BAY
-122
37.12
17
4,413
672
1,674
608
6.9772
383,300
<1H OCEAN
-121.99
37.36
33
2,677
644
1,469
633
3.2048
261,800
<1H OCEAN
-122.36
37.96
31
1,157
276
956
232
1.5347
80,400
NEAR BAY
-118.33
34.05
45
1,707
519
1,446
466
2.1736
171,300
<1H OCEAN
-118.41
34.03
36
3,053
635
1,234
577
5.1637
500,001
<1H OCEAN
-119.32
36.21
25
2,360
460
1,424
436
2.3152
63,100
INLAND
-117.23
34.14
16
2,577
521
956
472
2.5625
129,400
INLAND
-117.99
33.68
18
2,024
462
1,047
451
3.5848
186,900
<1H OCEAN
-117.74
34.1
29
2,742
488
2,477
532
3.5072
121,900
INLAND
-122.24
37.8
52
996
228
731
228
2.2697
127,000
NEAR BAY
-122.4
37.8
52
1,642
570
1,432
513
1.9063
300,000
NEAR BAY
-119.3
36.3
14
3,023
469
1,523
492
5.3602
118,600
INLAND
-122.43
37.73
52
1,386
276
729
274
3.6694
275,500
NEAR BAY
-121.99
37.83
16
2,939
380
1,177
396
8.0839
372,000
<1H OCEAN
-118.37
33.97
26
6,672
1,729
3,333
1,557
2.9646
179,800
<1H OCEAN
-117.64
33.51
14
1,343
175
650
184
7.2648
363,200
<1H OCEAN
-118.25
33.98
37
1,503
392
1,886
401
2.5637
125,000
<1H OCEAN
-121.9
37.35
42
2,082
626
1,396
610
3.25
185,300
<1H OCEAN
-121.32
38.67
10
3,908
890
1,898
798
2.8426
130,600
INLAND
-118.03
33.82
20
2,662
464
1,275
472
6.0162
318,500
<1H OCEAN
-118.32
33.94
36
1,153
224
639
226
4
192,000
<1H OCEAN
-118.01
33.78
19
2,648
478
1,160
452
5.9357
207,400
<1H OCEAN
-117.16
32.75
34
1,785
558
804
490
2.2687
200,000
NEAR OCEAN
-121.81
37.27
20
3,244
520
1,769
469
5.9214
224,000
<1H OCEAN
-118.34
33.98
47
2,649
684
2,374
607
2.3882
137,700
<1H OCEAN
-116.94
32.75
4
14,934
2,479
6,945
2,418
5.1221
229,700
<1H OCEAN
-117.08
32.78
21
2,919
496
984
443
4.625
222,800
NEAR OCEAN
-117.15
32.9
12
1,681
381
1,050
362
4.2008
176,100
<1H OCEAN
-120.84
37.05
8
1,944
283
814
276
5.3988
165,500
INLAND
-122.09
41.32
52
4,019
824
1,728
706
2.2462
62,900
INLAND
-118.43
34.16
34
2,622
467
1,233
476
4.0474
379,700
<1H OCEAN
-116.91
32.8
32
1,943
287
1,081
292
5.6846
208,800
<1H OCEAN
-122.4
37.73
50
1,947
411
1,170
384
3.4769
238,700
NEAR BAY
-122.02
37.87
14
3,056
369
1,209
377
8.4352
441,400
NEAR BAY
-117.27
33.03
16
2,240
443
1,104
416
3.5313
148,700
NEAR OCEAN
-122.36
37.96
30
950
317
1,073
280
1.8664
107,800
NEAR BAY
-122.36
37.93
44
1,891
449
1,047
432
1.7727
86,100
NEAR BAY
-124.15
41.81
17
3,276
628
3,546
585
2.2868
103,100
NEAR OCEAN
-122.91
38.43
19
1,968
350
852
308
4.6705
269,800
<1H OCEAN
-122.81
38.54
12
2,289
611
919
540
1.1553
139,300
<1H OCEAN
-118.49
34.02
28
2,545
752
1,548
679
2.9125
475,000
<1H OCEAN
-121.73
36.5
27
3,184
520
1,121
493
5.6383
377,000
<1H OCEAN
-122.02
37.39
35
2,297
497
1,428
497
4.7431
239,700
<1H OCEAN
-117.76
34.71
15
2,981
625
1,694
540
2.9541
106,700
INLAND
-118.22
33.83
43
1,426
272
871
276
3.7083
175,200
<1H OCEAN
-122.49
37.75
43
2,044
393
979
378
3.9205
319,100
NEAR OCEAN
-122.43
37.74
52
3,328
653
1,260
614
4.7437
331,000
NEAR BAY
-121.81
37.25
25
4,096
623
2,128
618
6.2957
251,800
<1H OCEAN
-118.25
34
36
1,176
309
1,267
292
1.6382
105,000
<1H OCEAN
-117.43
33.55
8
446
62
188
68
9.4356
465,600
<1H OCEAN
-119.83
36.8
16
6,101
1,200
3,407
1,134
3.125
80,800
INLAND
-118.34
34.04
40
2,064
662
2,140
617
2.2254
127,100
<1H OCEAN
-118.32
34.1
30
2,193
965
2,197
836
1.8277
137,500
<1H OCEAN
-117.15
32.75
9
2,818
821
851
555
2.6181
204,200
NEAR OCEAN
-118.39
33.89
38
1,851
332
750
314
7.3356
422,700
<1H OCEAN
-117.72
34.1
46
2,477
458
1,034
455
5.5
289,700
INLAND
-122.59
38.43
20
2,791
546
785
512
3.4561
216,700
<1H OCEAN
-118.46
34.02
45
3,803
970
1,690
871
3.0476
456,200
<1H OCEAN
-122.3
37.53
37
1,338
215
535
221
5.4351
376,600
NEAR OCEAN
-118.32
33.84
42
1,486
420
897
377
1.6228
376,100
<1H OCEAN
-119.27
34.45
15
1,659
274
679
253
5
357,900
<1H OCEAN
-118.15
33.8
44
1,886
399
1,167
372
3.1042
219,800
NEAR OCEAN
-121.22
38.04
42
343
50
116
49
5.5376
212,500
INLAND
-121.52
38.51
23
6,876
1,456
2,942
1,386
3.0963
156,900
INLAND
-121.8
36.69
12
3,877
914
2,274
858
3.4239
194,800
<1H OCEAN
-118.46
34.23
19
9,902
2,814
7,307
2,660
2.585
145,400
<1H OCEAN
-117.9
33.74
24
2,932
955
5,516
911
2.7535
111,000
<1H OCEAN
-121.79
37.23
16
2,240
300
1,221
305
6.0198
289,600
<1H OCEAN
-122.24
37.47
41
1,183
203
455
171
5.1071
314,100
NEAR OCEAN
-118.13
34.7
34
1,943
500
1,078
446
1.1296
93,800
INLAND
-117.03
33.13
15
7,000
1,185
3,555
1,118
4.7022
172,800
<1H OCEAN
-117.08
32.73
36
3,331
643
1,903
622
3.6974
122,000
NEAR OCEAN
-118.34
34.18
45
3,566
701
1,601
653
3.8668
232,000
<1H OCEAN
-122.5
37.87
17
4,333
947
1,650
919
6.3066
346,100
NEAR BAY
-117.07
32.63
37
2,303
379
1,026
357
3.455
156,900
NEAR OCEAN
-122
37.99
28
4,035
641
1,881
659
5.4607
192,300
INLAND
-121.23
38.71
18
4,947
714
2,227
675
4.8542
170,500
INLAND
-122.04
37.67
18
3,000
419
1,155
415
6.8233
332,600
NEAR BAY
-120.43
34.96
24
2,739
414
1,171
413
4.8155
162,900
<1H OCEAN