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
-117.26
32.83
24
1,663
199
578
187
10.7721
500,001
NEAR OCEAN
-118.02
33.94
23
4,815
1,081
3,232
1,016
3.488
191,800
<1H OCEAN
-116.94
33.73
17
5,160
851
2,344
781
3.7175
120,000
INLAND
-118.42
34.01
42
1,700
438
997
436
2.9213
305,000
<1H OCEAN
-120.06
36.96
44
1,288
295
723
287
1.6534
61,400
INLAND
-118.58
34.19
15
3,061
1,079
2,173
1,078
2.85
187,500
<1H OCEAN
-118.23
33.93
30
1,147
260
1,219
210
2.0658
93,200
<1H OCEAN
-122.15
37.47
39
1,295
239
566
242
5.6407
326,400
NEAR BAY
-117.67
35.64
6
2,115
342
927
337
6.1935
115,700
INLAND
-122.13
38.26
40
1,538
255
669
263
3.3281
170,200
NEAR BAY
-118.51
35.16
7
4,371
727
1,932
654
4.625
136,800
INLAND
-118.41
34.02
16
5,825
1,866
3,390
1,752
3.0965
320,000
<1H OCEAN
-117.89
34.11
27
2,434
535
1,623
498
3.6875
140,200
<1H OCEAN
-121.54
38.58
30
4,648
1,252
2,524
1,089
1.3177
74,300
INLAND
-118.49
34.16
37
3,333
488
1,171
485
6.4958
500,001
<1H OCEAN
-121.48
38.58
42
1,823
566
761
503
1.245
137,500
INLAND
-116.93
32.79
19
3,354
null
1,948
682
3.0192
142,300
<1H OCEAN
-122.61
37.99
40
7,737
1,488
3,108
1,349
4.4375
289,600
NEAR OCEAN
-117.19
33.18
7
3,561
722
1,921
657
4.1128
209,700
<1H OCEAN
-117.93
34.08
36
1,371
246
806
241
4.5078
187,100
<1H OCEAN
-122.05
37.34
31
1,443
215
627
222
6.6087
416,500
<1H OCEAN
-123.15
38.94
22
2,163
436
1,048
358
2.7171
95,800
<1H OCEAN
-122.42
37.8
52
3,823
1,040
1,830
977
4.2458
450,000
NEAR BAY
-120.66
35.27
17
2,719
589
1,386
570
3.7337
208,200
NEAR OCEAN
-117.93
33.69
26
2,822
473
1,258
469
6.4441
261,000
<1H OCEAN
-122.36
37.94
41
2,591
585
1,638
462
1.822
79,700
NEAR BAY
-119.11
36.21
10
1,972
455
1,469
442
1.5407
58,400
INLAND
-117.3
34.18
28
2,685
425
1,304
420
4.3676
111,100
INLAND
-122.34
37.57
39
2,647
616
1,254
555
4.2407
433,800
NEAR OCEAN
-117.29
34.09
24
1,451
387
1,178
330
1.1806
68,300
INLAND
-122.28
37.88
52
1,172
215
489
218
3.9167
235,600
NEAR BAY
-117.88
34.06
23
6,689
1,124
3,081
1,047
5.9254
491,200
<1H OCEAN
-122.62
37.97
52
370
62
150
56
7.7006
316,700
NEAR OCEAN
-120.4
34.95
8
1,885
286
835
290
5.0206
261,000
<1H OCEAN
-117.92
33.9
13
1,814
320
1,010
313
6.3489
337,900
<1H OCEAN
-120.98
37.6
36
1,437
null
1,073
320
2.1779
58,400
INLAND
-117.99
33.85
34
1,948
306
957
304
4.9777
212,600
<1H OCEAN
-117.06
32.71
25
2,681
596
1,947
553
2.8964
104,300
NEAR OCEAN
-118.39
37.36
38
1,813
410
902
396
2.3261
98,400
INLAND
-121.79
38.54
7
1,777
513
4,479
504
1.4653
310,000
INLAND
-122.25
40.66
15
2,771
546
1,423
505
3.6413
108,500
INLAND
-122.25
40.17
47
1,554
308
846
301
1.8077
54,100
INLAND
-122.46
37.71
45
1,799
394
1,436
389
3.65
239,900
NEAR OCEAN
-122.03
37.18
10
212
38
78
21
6.0622
390,000
<1H OCEAN
-117.66
34.11
19
3,445
661
1,635
580
5.0681
230,500
INLAND
-121.87
37.35
52
1,557
424
1,580
434
2.3277
183,700
<1H OCEAN
-119.02
35.41
21
2,534
554
1,297
517
2.0575
67,000
INLAND
-117.43
34.1
34
1,345
265
834
290
3.7011
99,500
INLAND
-120
38.9
21
1,653
419
737
308
1.9727
114,100
INLAND
-119.64
37.61
30
2,857
661
291
135
2.6838
164,600
INLAND
-121.79
37.3
10
5,469
950
3,083
906
5.9399
241,900
<1H OCEAN
-121.26
37.96
35
1,511
316
892
304
1.7898
63,500
INLAND
-119.19
34.21
28
4,194
811
2,556
856
4.2227
235,400
NEAR OCEAN
-122.82
38.61
41
2,720
501
987
364
4.0294
201,700
<1H OCEAN
-118.14
33.92
35
2,378
559
1,799
546
3.9327
190,500
<1H OCEAN
-117.25
34.08
30
2,981
605
1,784
573
2.45
85,800
INLAND
-117.08
32.62
36
1,674
309
818
307
3.4773
150,400
NEAR OCEAN
-121.43
38.57
38
2,507
446
888
448
4.0972
163,700
INLAND
-122.25
37.82
28
3,337
855
1,520
802
3.9063
225,000
NEAR BAY
-118.48
34.07
29
4,767
777
1,500
638
10.7937
500,001
<1H OCEAN
-117.12
32.76
43
2,336
644
1,203
614
2.3594
127,800
NEAR OCEAN
-117.26
32.8
30
1,446
385
650
344
3.744
450,000
NEAR OCEAN
-118.02
33.7
23
5,069
770
2,473
769
6.3047
285,700
<1H OCEAN
-122.08
37.61
6
2,605
474
1,568
433
5.0406
261,400
NEAR BAY
-122.04
37.62
35
1,032
173
453
176
6.396
208,500
NEAR BAY
-122.82
38.64
29
2,176
385
1,117
374
3.8681
188,600
<1H OCEAN
-121.27
38.05
26
378
75
164
65
3.4107
82,800
INLAND
-122.13
37.44
43
3,004
440
1,088
427
9.1508
500,001
NEAR BAY
-117.46
34.09
8
4,711
963
3,310
988
3.5488
101,600
INLAND
-122.3
37.87
52
3,123
749
1,695
684
2.2208
144,800
NEAR BAY
-117.91
33.67
16
7,961
2,276
5,014
2,116
3.512
218,400
<1H OCEAN
-117.21
32.81
26
2,496
407
1,062
380
5.5413
302,100
NEAR OCEAN
-118.1
33.98
33
1,927
482
1,623
479
3.5268
152,000
<1H OCEAN
-118.13
33.88
32
3,088
1,024
1,981
956
2.2027
192,700
<1H OCEAN
-119.08
35.39
10
6,435
1,040
3,242
1,030
5.575
132,200
INLAND
-122.26
38
6
678
104
318
91
5.2375
246,400
NEAR BAY
-118.03
34.1
31
2,647
539
1,473
520
3.94
223,900
INLAND
-121
37.67
26
90
18
47
18
1.125
87,500
INLAND
-118.01
34.55
2
2,701
530
1,368
430
4.071
137,400
INLAND
-122.07
37.52
3
14,014
2,861
7,205
2,753
6.0824
273,500
NEAR BAY
-122.48
37.76
52
3,260
653
1,594
632
4.4094
336,100
NEAR BAY
-117.66
33.59
18
4,552
706
1,918
671
7.5791
288,100
<1H OCEAN
-117.97
33.99
22
5,284
982
2,613
932
4.7332
289,900
<1H OCEAN
-118.21
34.06
29
1,478
413
1,580
394
1.8781
147,500
<1H OCEAN
-117.94
34.05
34
1,729
324
1,341
324
3.7708
163,500
<1H OCEAN
-118.25
33.92
36
949
164
502
163
4.1042
124,400
<1H OCEAN
-120.45
37.31
20
4,379
753
2,055
716
3.7652
133,500
INLAND
-118
34.08
29
2,003
401
1,520
364
3.994
195,300
INLAND
-117.88
33.88
15
957
360
615
370
3.0263
162,500
<1H OCEAN
-118.29
34.16
31
1,262
338
1,019
332
3.7083
241,900
<1H OCEAN
-117.08
33.11
31
1,832
444
1,669
463
2.2146
116,700
<1H OCEAN
-117.65
33.65
16
1,538
260
835
259
5.5779
234,800
<1H OCEAN
-122.32
37.53
39
2,795
464
1,183
443
5.779
387,100
NEAR OCEAN
-117.14
34.06
15
3,057
510
1,154
460
3.9741
141,100
INLAND
-117.01
32.84
23
1,951
395
901
378
3.1023
143,300
<1H OCEAN
-119.95
36.96
18
1,996
379
1,327
356
2.6087
96,000
INLAND
-122.22
37.37
26
440
202
322
218
5.1831
350,000
NEAR OCEAN
-119.32
36.36
18
2,060
383
1,348
397
3.4312
68,400
INLAND
-115.54
32.99
23
1,459
373
1,148
388
1.5372
69,400
INLAND
-117.16
32.78
34
2,515
488
1,594
515
3.7381
165,000
NEAR OCEAN