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
-117.98
33.81
18
3,751
878
2,281
815
3.7201
183,100
<1H OCEAN
-120.39
37.98
52
1,056
274
584
255
2.1513
86,700
INLAND
-121.24
37.9
16
50
10
20
6
2.625
137,500
INLAND
-118.3
34.05
36
1,723
569
1,664
501
1.9323
161,100
<1H OCEAN
-121.8
37.27
10
3,301
593
2,190
575
6.223
260,700
<1H OCEAN
-118.11
34.14
44
3,298
615
1,417
643
4.1324
434,800
<1H OCEAN
-120.87
38.71
13
2,692
470
1,302
420
4
167,400
INLAND
-121.85
37.68
4
4,719
741
1,895
742
6.8132
282,500
INLAND
-122.45
37.79
46
2,009
464
761
453
3.7188
500,001
NEAR BAY
-117.94
34.08
35
2,393
417
1,336
418
4.87
187,700
<1H OCEAN
-119.75
36.78
28
3,257
752
1,981
712
2.293
71,700
INLAND
-121.94
38.41
15
1,263
211
665
208
4.5
260,900
INLAND
-118.39
34.05
42
3,105
559
1,253
531
5.222
500,001
<1H OCEAN
-120.44
34.65
30
2,265
512
1,402
471
1.975
134,000
NEAR OCEAN
-118.99
35.38
26
1,317
374
1,025
304
1.4024
51,000
INLAND
-120.59
37.36
11
3,946
978
2,814
953
2.0179
87,300
INLAND
-121.96
37.24
26
3,032
605
1,208
562
5.4683
430,900
<1H OCEAN
-118.28
33.93
42
1,898
460
1,503
429
2.5179
97,400
<1H OCEAN
-121.94
36.97
31
1,738
422
746
355
2.5172
330,800
NEAR OCEAN
-123.68
40.24
31
1,852
452
917
359
1.725
54,300
<1H OCEAN
-121.32
38
21
1,795
482
1,114
472
2.0091
101,500
INLAND
-118.96
34.19
16
1,807
346
587
296
1.9811
162,500
<1H OCEAN
-120.65
37.09
22
886
173
595
161
2.4398
150,000
INLAND
-122.17
37.72
46
1,369
284
766
289
3.5313
159,700
NEAR BAY
-122.66
38.81
22
852
176
461
142
3.4375
83,300
INLAND
-118.24
34.22
34
1,722
406
926
371
4.1523
252,000
<1H OCEAN
-121.96
37.58
15
3,575
597
1,777
559
5.7192
283,500
<1H OCEAN
-121.76
37.68
32
1,078
207
555
197
3.1856
186,900
INLAND
-122.08
37.39
4
2,292
null
1,050
584
4.8036
340,000
NEAR BAY
-121.92
37.36
42
198
32
158
32
3.1563
137,500
<1H OCEAN
-120.27
39.35
11
2,520
401
397
165
4.665
145,600
INLAND
-121.61
37.03
5
6,529
1,010
3,071
977
5.6754
298,500
<1H OCEAN
-121.51
38.57
36
613
166
425
147
2.2031
93,800
INLAND
-117.99
33.67
12
2,228
479
1,122
488
4.0385
350,000
<1H OCEAN
-117.7
34.04
13
5,301
1,025
2,870
984
3.5954
163,000
INLAND
-120.38
36.76
25
991
272
941
262
1.8125
58,000
INLAND
-121.05
39.2
48
1,759
389
716
350
2.3125
108,300
INLAND
-121.76
36.75
21
1,141
257
671
195
3.8424
155,700
<1H OCEAN
-117.03
32.96
16
3,424
698
1,940
645
4.121
182,100
<1H OCEAN
-117.79
33.55
39
5,066
1,292
1,915
1,117
3.821
452,100
<1H OCEAN
-122.21
38.1
36
3,018
557
1,445
556
3.8029
129,900
NEAR BAY
-118.16
33.96
24
1,635
507
2,480
481
2.4432
187,500
<1H OCEAN
-119.72
34.44
39
1,489
304
700
268
3.8819
289,900
<1H OCEAN
-118
33.95
35
1,431
210
505
213
6.8109
401,000
<1H OCEAN
-118.33
33.82
26
5,591
934
2,824
939
6.5861
417,800
<1H OCEAN
-117.74
34.07
52
1,868
316
947
328
4.2415
140,100
INLAND
-120.99
38.69
5
5,743
1,074
2,651
962
4.1163
172,500
INLAND
-118.3
34.03
37
2,781
766
2,586
729
1.8564
187,500
<1H OCEAN
-118.03
33.76
32
2,980
494
1,370
481
5.0866
223,500
<1H OCEAN
-117.51
34.41
5
2,884
567
1,396
465
3.7361
119,600
INLAND
-119.16
34.28
30
413
98
400
112
4
219,200
NEAR OCEAN
-118.28
34
38
3,335
921
3,612
887
2.125
118,800
<1H OCEAN
-117.09
32.78
28
1,708
393
816
393
2.9881
165,300
NEAR OCEAN
-122
37.82
20
2,206
458
926
432
4.6042
256,400
<1H OCEAN
-121.36
38.59
32
3,303
480
1,185
436
5.0508
225,700
INLAND
-121.67
39.26
29
3,041
683
2,106
687
1.6315
58,000
INLAND
-117.2
33.14
19
2,025
414
1,663
403
3.8147
139,200
<1H OCEAN
-120.57
39.78
15
1,291
283
582
242
2.1216
102,000
INLAND
-122.49
37.98
34
1,256
178
460
174
6.4271
451,700
NEAR BAY
-118.15
34.08
48
3,697
816
2,446
787
3.3988
199,200
<1H OCEAN
-121.29
37.72
22
1,630
404
4,402
358
1.9792
63,000
INLAND
-121.9
37.28
34
4,613
749
2,050
725
5.3922
302,900
<1H OCEAN
-117.97
33.71
25
3,273
478
1,645
497
5.8195
286,100
<1H OCEAN
-118.13
33.93
38
2,040
458
1,775
445
3.5227
202,400
<1H OCEAN
-121.89
37.46
5
1,519
186
705
186
10.3798
500,001
<1H OCEAN
-118.36
33.81
34
2,211
502
1,113
488
4.7026
356,800
<1H OCEAN
-122.06
38.27
14
6,920
996
3,196
978
5.0672
171,300
INLAND
-118.45
34.01
40
1,361
240
559
229
6.3516
354,300
<1H OCEAN
-121.18
38.75
16
2,807
459
1,201
429
4.7941
247,600
INLAND
-118.42
34.18
40
1,013
150
449
166
5.7143
382,400
<1H OCEAN
-117.7
33.62
19
2,957
492
1,639
495
5.0686
225,600
<1H OCEAN
-121.28
38.7
15
5,828
1,051
2,868
1,037
3.7813
143,200
INLAND
-118.31
33.73
52
2,025
361
957
363
4.2059
350,000
NEAR OCEAN
-122.06
37
14
1,547
374
4,731
348
2.4732
131,300
NEAR OCEAN
-121.38
38.71
7
4,842
935
2,857
907
3.9318
133,000
INLAND
-118.12
33.81
36
1,774
299
784
298
5.0447
249,200
<1H OCEAN
-118.44
34.28
38
1,156
305
1,359
289
2.5147
137,100
<1H OCEAN
-117.66
34.07
37
2,454
511
1,165
504
2.9474
139,600
INLAND
-116.17
33.53
13
1,713
512
1,978
442
2.1287
58,600
INLAND
-118.04
33.74
26
2,532
421
1,274
441
5.3559
235,800
<1H OCEAN
-118.23
33.94
36
1,110
null
1,417
302
2.3333
92,100
<1H OCEAN
-118.4
34.1
27
3,979
510
1,351
520
15.0001
500,001
<1H OCEAN
-121.32
38.02
23
3,251
689
1,890
668
3.0729
104,800
INLAND
-120.07
36.97
28
1,563
403
1,564
408
1.5662
48,000
INLAND
-122.03
37.86
29
3,025
477
1,035
452
6.112
390,600
NEAR BAY
-117.05
34.89
36
1,199
260
665
229
3.7065
62,000
INLAND
-121.88
36.49
28
2,830
458
898
370
5.8142
500,001
NEAR OCEAN
-121.83
37.99
23
1,150
174
572
174
4.9167
152,400
INLAND
-122.41
37.66
44
431
195
682
212
3.2833
233,300
NEAR OCEAN
-121.41
38.53
37
1,058
224
588
231
2.9737
72,100
INLAND
-121.32
37.97
43
2,453
490
1,093
438
2.9107
88,800
INLAND
-120.75
37.69
24
2,282
423
1,167
398
3.8214
116,100
INLAND
-117.17
33.83
7
77
12
64
15
4.6
187,500
INLAND
-122.46
37.7
37
3,029
738
2,436
700
3.3214
243,200
NEAR OCEAN
-117.47
33.93
33
919
208
724
235
3.4028
110,500
INLAND
-121.62
36.67
31
2,697
690
2,220
665
2.5329
135,200
<1H OCEAN
-121.3
38.65
26
3,192
447
1,132
418
4.5278
144,300
INLAND
-116.01
33.51
24
2,985
958
4,042
905
1.7344
66,400
INLAND
-122.41
37.74
48
409
86
148
70
3.6687
335,000
NEAR BAY
-117.3
34.13
52
1,859
395
968
333
1.2034
79,500
INLAND