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
-118.47
33.99
50
1,568
501
764
478
3.015
414,300
<1H OCEAN
-117.29
34.12
47
1,648
432
1,308
385
1.2069
68,200
INLAND
-122.02
37.6
32
1,295
280
1,156
300
3.5
154,300
NEAR BAY
-117.43
34.09
18
3,172
632
1,621
573
2.7437
120,200
INLAND
-117.89
33.66
32
2,736
550
1,279
534
5.5422
253,100
<1H OCEAN
-122.52
37.92
24
421
64
163
75
14.5833
500,001
NEAR BAY
-122
37.4
35
1,542
298
1,164
318
5.9145
236,900
<1H OCEAN
-117.18
34.54
5
3,772
619
2,097
635
3.8194
98,500
INLAND
-117.11
32.84
16
4,608
629
2,020
636
6.04
243,000
<1H OCEAN
-118.05
33.72
22
5,416
1,271
2,260
1,184
3.8038
174,500
<1H OCEAN
-118.16
34.06
25
4,284
741
2,163
701
6.1509
315,100
<1H OCEAN
-118.11
33.97
33
2,125
500
1,672
476
3.6397
166,600
<1H OCEAN
-122.45
37.77
52
2,602
null
1,330
647
3.5435
278,600
NEAR BAY
-118.23
34.13
47
1,162
235
781
268
4.6528
244,400
<1H OCEAN
-121.33
38
14
3,731
772
1,679
750
3.1369
119,600
INLAND
-122.19
37.78
52
1,026
180
469
168
2.875
160,000
NEAR BAY
-117.95
33.82
35
1,117
181
496
168
4.3269
224,700
<1H OCEAN
-119.05
35.44
5
2,133
487
1,182
438
3.0268
77,000
INLAND
-122.3
38.28
31
1,633
316
944
300
3.3977
158,700
NEAR BAY
-118.15
34.19
38
1,750
411
1,398
409
2.3967
163,100
<1H OCEAN
-121.87
37.34
52
1,170
215
604
207
2.6667
325,900
<1H OCEAN
-118.19
33.9
36
2,326
543
2,073
494
1.9952
112,900
<1H OCEAN
-120.65
35.28
32
896
240
548
231
2.5455
165,900
NEAR OCEAN
-118.19
33.79
41
2,114
612
2,357
529
1.7938
142,600
NEAR OCEAN
-118.32
33.98
46
1,611
339
921
314
3.0833
103,300
<1H OCEAN
-121.32
38.59
24
4,378
910
2,149
812
2.5035
123,700
INLAND
-119.59
34.39
35
622
170
278
139
3.6969
335,000
<1H OCEAN
-118.28
34.09
52
2,273
663
1,480
597
2.3333
196,500
<1H OCEAN
-122.37
40.52
18
4,547
774
2,269
766
3.7896
98,100
INLAND
-117.61
34.09
23
1,945
362
1,483
383
4.4205
135,500
INLAND
-118.28
34.01
50
2,601
794
3,080
770
1.8656
122,900
<1H OCEAN
-117.87
33.71
16
3,397
686
1,924
621
4.9148
155,500
<1H OCEAN
-122.08
37.96
21
9,135
1,534
3,748
1,502
6.0859
266,000
NEAR BAY
-117.34
34.14
37
1,834
393
1,198
348
2.225
81,600
INLAND
-118.66
34.18
25
6,612
857
2,519
843
8.3912
419,000
<1H OCEAN
-122.46
37.71
49
1,711
348
1,138
325
2.875
225,000
NEAR OCEAN
-115.94
33.38
5
186
43
41
21
2.7
58,800
INLAND
-118.57
34.18
36
2,981
441
1,243
413
6.5304
439,800
<1H OCEAN
-122.03
37.31
25
2,131
410
1,132
395
5.3508
409,100
<1H OCEAN
-118.38
33.82
34
1,822
364
750
366
5.9907
500,001
NEAR OCEAN
-118.38
34.2
23
4,138
1,171
3,911
1,068
3.0125
181,700
<1H OCEAN
-120.35
37.98
4
1,658
301
676
278
3.5714
149,500
INLAND
-121.25
40.27
25
958
245
28
16
2.625
67,500
INLAND
-121.32
38.64
19
8,501
1,558
3,576
1,467
3.6523
158,500
INLAND
-118.14
33.86
36
1,703
325
845
308
5.0106
210,800
<1H OCEAN
-120.04
36.95
36
1,528
347
1,334
304
1.3594
48,300
INLAND
-117.93
34.15
14
9,610
2,005
4,723
1,907
4.0393
156,800
INLAND
-118.2
34.02
48
2,230
593
2,419
598
2.3944
130,700
<1H OCEAN
-117.01
33.75
15
2,873
903
1,094
659
1.8015
105,100
INLAND
-117.87
34.15
24
5,745
735
2,061
679
8.2827
451,400
INLAND
-118.27
33.92
36
1,465
346
1,147
324
1.7262
88,800
<1H OCEAN
-120.94
39.32
14
3,120
595
1,569
556
3.5385
157,400
INLAND
-123.38
41.8
25
1,941
477
1,000
390
2.2976
54,400
INLAND
-122.79
39.08
23
952
200
321
128
1.5208
89,000
INLAND
-120.47
34.94
17
1,368
308
642
303
1.8633
109,400
<1H OCEAN
-118.42
34.06
44
533
90
291
97
10.8045
500,001
<1H OCEAN
-121.08
38.95
18
1,931
380
1,271
377
2.7463
156,100
INLAND
-121.15
38.68
6
9,798
1,551
4,583
1,494
5.0159
189,600
INLAND
-118.07
33.96
30
928
230
913
214
2.6991
147,100
<1H OCEAN
-122.44
37.78
39
1,181
310
901
281
1.4866
237,500
NEAR BAY
-117.15
32.93
16
2,718
438
1,515
431
5.1433
185,300
<1H OCEAN
-123.59
38.8
17
5,202
1,037
1,742
803
3.1201
176,100
NEAR OCEAN
-120.97
38.65
9
3,707
602
1,601
555
4.0714
300,600
INLAND
-117.06
32.58
13
3,435
708
1,761
699
3.4792
107,600
NEAR OCEAN
-118.51
34.19
35
2,537
418
1,161
421
5.3028
229,200
<1H OCEAN
-124.16
40.77
35
2,141
438
1,053
434
2.8529
85,600
NEAR OCEAN
-117.95
33.92
11
3,127
706
1,594
694
4.3426
141,300
<1H OCEAN
-122.49
37.74
44
1,472
275
820
310
5.6826
300,000
NEAR OCEAN
-117.22
34.13
10
5,951
1,330
3,204
1,159
2.7011
110,200
INLAND
-123.07
39.12
24
1,098
193
353
145
3.8333
92,600
<1H OCEAN
-122
37.98
36
404
77
237
88
4.525
161,300
INLAND
-117.89
34.12
35
1,447
272
1,224
268
3.9934
141,900
<1H OCEAN
-122.01
38.26
12
4,132
710
2,087
633
4.5987
139,700
INLAND
-122.2
37.77
39
2,689
597
1,888
537
2.2562
94,800
NEAR BAY
-118.18
33.77
30
1,418
439
720
417
2.6371
159,400
NEAR OCEAN
-117.22
32.75
26
696
185
384
184
2.6121
125,000
NEAR OCEAN
-120.31
37.29
40
1,542
341
1,283
341
1.6929
55,900
INLAND
-118.31
34.09
30
3,165
1,263
3,678
1,141
2
240,600
<1H OCEAN
-118.02
34.1
36
452
80
248
83
1.9688
226,000
INLAND
-118.28
34.17
52
2,332
433
1,135
440
5.5658
331,200
<1H OCEAN
-118.25
34.05
52
2,806
1,944
2,232
1,605
0.6775
350,000
<1H OCEAN
-117.36
33.98
33
2,070
469
1,851
467
2.4667
80,700
INLAND
-117.68
34.15
4
4,082
578
1,996
580
6.7813
286,300
INLAND
-122.26
37.54
5
1,649
388
779
376
6.9635
417,300
NEAR BAY
-120.06
36.97
35
1,859
428
1,208
399
1.4044
61,700
INLAND
-121.02
36.24
12
2,198
507
1,971
502
2.6801
100,000
<1H OCEAN
-117.09
32.62
37
1,925
428
1,344
426
2.4866
129,700
NEAR OCEAN
-117.1
34.57
6
5,110
1,044
1,938
724
3.1917
112,800
INLAND
-117.08
32.8
25
2,963
552
1,162
556
3.625
184,500
NEAR OCEAN
-118.08
33.97
35
825
155
590
144
4.6333
161,200
<1H OCEAN
-119.19
34.28
28
3,231
524
1,665
540
4.8583
224,200
NEAR OCEAN
-121.67
40.89
17
2,548
537
1,118
461
2.267
57,800
INLAND
-123.2
39.23
26
786
168
494
161
2.3583
105,400
<1H OCEAN
-117.14
32.75
25
1,908
513
956
467
2.4828
133,300
NEAR OCEAN
-118.1
33.74
33
2,119
524
872
465
4.537
495,500
NEAR OCEAN
-122.35
37.96
32
1,991
504
1,139
423
2.0353
113,600
NEAR BAY
-120.73
37.38
23
1,451
292
1,052
265
2.8698
72,900
INLAND
-122.13
38.01
51
1,262
309
608
298
2.1974
139,300
NEAR BAY
-117.12
32.69
46
200
77
180
65
1.0658
93,800
NEAR OCEAN
-118.11
33.8
36
1,837
319
810
305
4.3897
235,000
<1H OCEAN