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
-118.3
33.9
27
3,267
762
2,099
647
3.4
224,100
<1H OCEAN
-122.42
37.74
52
1,271
353
1,076
324
2.9911
263,900
NEAR BAY
-121.22
37.8
37
1,038
222
521
211
2.125
91,900
INLAND
-119.2
34.27
8
4,942
1,173
3,012
1,033
3.445
203,400
NEAR OCEAN
-117.06
32.58
17
2,724
567
2,213
554
3.8529
147,700
NEAR OCEAN
-117.23
32.74
16
735
139
299
134
4.6354
179,200
NEAR OCEAN
-121.81
38.01
52
1,124
245
528
226
2.2639
128,500
INLAND
-122.65
38.97
32
1,856
472
703
292
1.1912
60,000
INLAND
-116.95
32.83
14
12,517
2,506
6,389
2,333
3.3081
168,700
<1H OCEAN
-117.21
34.22
31
5,454
1,053
1,408
504
5
161,100
INLAND
-118.2
33.87
36
1,554
273
974
264
4.2135
161,400
<1H OCEAN
-122.03
38
25
3,577
581
1,753
593
5.7295
178,300
NEAR BAY
-122.69
39.02
27
2,199
527
744
316
2.1094
72,400
INLAND
-120.45
34.91
16
712
147
355
162
2.56
150,000
<1H OCEAN
-122.12
37.89
30
3,227
733
1,260
684
4.125
257,100
NEAR BAY
-119.78
36.83
11
2,754
663
1,328
604
2.3667
69,300
INLAND
-119.04
35.35
27
4,590
897
2,212
894
3.1753
85,000
INLAND
-118.31
33.87
27
3,348
695
1,545
625
4.7543
296,300
<1H OCEAN
-118
33.89
34
1,932
315
1,053
316
5.1377
213,300
<1H OCEAN
-118.17
33.96
29
2,913
787
3,803
740
2.5556
146,500
<1H OCEAN
-122.56
41.69
21
2,010
360
947
306
2.4107
70,100
INLAND
-121.29
38.12
18
1,534
275
741
263
3.9607
132,500
INLAND
-118.62
34.2
23
3,098
542
1,486
492
5.7613
235,800
<1H OCEAN
-121.85
37.26
16
1,816
241
793
234
6.8194
291,200
<1H OCEAN
-118.99
35.33
36
1,590
367
1,311
390
1.6786
52,900
INLAND
-122.33
39.1
10
266
62
154
49
2.25
75,000
INLAND
-118.28
34.01
52
795
308
1,118
275
1.2175
131,300
<1H OCEAN
-117.31
34.03
24
1,966
299
786
302
5.0318
134,500
INLAND
-117.21
33.2
22
3,337
518
1,288
466
5.04
253,700
<1H OCEAN
-117.6
34.11
18
6,025
1,062
3,360
1,028
4.8889
155,700
INLAND
-122.67
38.47
19
1,848
428
1,130
433
3.0568
190,300
<1H OCEAN
-119.73
36.59
31
1,551
296
1,058
287
3.3438
92,600
INLAND
-116.98
32.74
24
977
147
454
169
4.9286
173,700
<1H OCEAN
-117.28
33.28
13
6,131
1,040
4,049
940
3.8156
150,700
<1H OCEAN
-122.59
38.13
20
1,589
231
601
224
5.3755
290,900
<1H OCEAN
-118.04
33.97
29
2,376
700
1,968
680
2.6082
162,500
<1H OCEAN
-118.44
34
44
1,462
338
821
341
2.599
362,200
<1H OCEAN
-118.13
33.82
37
1,530
290
711
283
5.1795
225,400
<1H OCEAN
-117.81
33.56
24
6,258
1,003
1,730
752
10.9601
500,001
<1H OCEAN
-117.98
33.8
35
2,114
341
1,077
343
5.4876
227,500
<1H OCEAN
-118.22
33.93
39
1,921
483
2,286
470
3.0167
130,000
<1H OCEAN
-121.5
38.53
37
3,642
684
1,508
657
3.5231
114,300
INLAND
-120.08
41.79
34
1,355
262
434
178
2.0903
56,100
INLAND
-118.04
33.98
43
2,446
764
1,699
692
2.625
163,300
<1H OCEAN
-122.1
37.4
23
514
210
367
206
3.1736
181,300
NEAR BAY
-119.1
36.42
26
1,775
416
1,217
383
1.8801
57,600
INLAND
-118.07
33.91
29
2,387
570
1,978
548
3.1957
159,200
<1H OCEAN
-118.27
33.95
43
1,156
291
1,074
299
1.8814
94,900
<1H OCEAN
-122.29
37.91
46
2,085
346
748
354
4.0536
262,000
NEAR BAY
-118.08
33.76
25
1,995
637
743
597
1.4617
46,900
<1H OCEAN
-120.1
38.91
33
1,561
282
30
11
1.875
500,001
INLAND
-118.04
33.78
25
3,715
575
1,640
572
5.7705
247,100
<1H OCEAN
-120.61
35.13
16
3,431
721
1,777
701
2.7301
190,400
<1H OCEAN
-118.07
33.97
32
3,400
826
3,017
793
2.4607
155,600
<1H OCEAN
-117.24
34.14
6
2,383
606
1,301
488
3.016
107,500
INLAND
-119.08
36.2
30
1,677
358
1,159
365
2.4554
61,200
INLAND
-122.54
37.9
48
2,491
460
937
455
4.4375
370,000
NEAR BAY
-118.08
33.96
35
2,104
399
1,659
387
4.0096
165,000
<1H OCEAN
-119.03
36.13
24
2,259
408
1,169
395
1.7106
95,500
INLAND
-120.44
34.68
6
2,187
277
697
273
6.2685
307,400
NEAR OCEAN
-121.94
38.37
17
7,973
1,591
2,899
1,502
2.8357
120,100
INLAND
-118.45
34.07
19
4,845
1,609
3,751
1,539
1.583
350,000
<1H OCEAN
-119.01
35.35
39
598
149
366
132
1.9125
57,900
INLAND
-118.29
33.83
24
4,092
893
2,819
893
4.1378
216,500
<1H OCEAN
-121.37
38.7
18
3,938
649
1,861
606
3.6484
95,000
INLAND
-119.15
34.17
23
2,239
537
784
497
1.6038
194,300
NEAR OCEAN
-119.25
34.21
12
15,201
2,418
7,132
2,251
5.6756
301,800
NEAR OCEAN
-121.49
38.51
30
3,166
607
1,857
579
3.1768
79,500
INLAND
-117.85
33.77
16
2,186
511
908
466
4.575
225,000
<1H OCEAN
-118.19
34.04
40
1,095
305
1,322
281
1.9688
150,000
<1H OCEAN
-118.33
33.99
44
1,918
387
1,041
364
2.8542
126,500
<1H OCEAN
-117.02
34.88
18
2,127
443
1,168
401
3.0313
80,000
INLAND
-123.53
40.88
20
2,680
599
918
345
2.2115
75,000
INLAND
-122.7
38.31
14
3,155
580
1,208
501
4.1964
258,100
<1H OCEAN
-118.45
34.17
33
3,100
687
1,388
658
4.3333
261,300
<1H OCEAN
-117.14
32.75
20
1,182
379
678
326
2.1937
162,500
NEAR OCEAN
-118.13
34.1
19
2,742
756
1,396
703
2.5663
197,500
<1H OCEAN
-118.35
33.95
42
1,779
431
1,507
380
2.8892
159,800
<1H OCEAN
-117.92
33.57
37
3,355
492
921
366
7.2988
500,001
NEAR OCEAN
-118.66
34.23
18
897
142
263
110
6.1288
350,000
<1H OCEAN
-115.55
32.79
23
1,004
221
697
201
1.6351
59,600
INLAND
-122.41
37.8
52
1,999
642
1,846
620
1.9145
225,000
NEAR BAY
-117.45
34.07
21
3,465
639
2,292
628
3.3553
113,500
INLAND
-120.86
37.73
27
508
93
263
81
3.1136
183,300
INLAND
-118.22
33.96
42
1,380
331
1,290
288
2.8
161,800
<1H OCEAN
-118.19
33.99
36
1,273
379
1,398
353
2.4516
147,800
<1H OCEAN
-121.63
39.15
16
1,547
418
940
400
1.5613
72,500
INLAND
-117.32
34.06
52
802
160
564
131
2.1591
63,500
INLAND
-119.13
34.19
16
6,389
1,330
6,242
1,340
4.0222
206,800
NEAR OCEAN
-118.37
33.85
25
5,622
998
2,537
1,009
5.785
395,300
<1H OCEAN
-117.76
33.7
12
4,025
574
2,042
588
7.9125
344,900
<1H OCEAN
-118.38
34.1
39
3,798
586
975
525
9.3092
500,001
<1H OCEAN
-119.8
36.77
52
2,964
512
1,114
486
3.8105
87,600
INLAND
-122.48
37.74
52
2,166
423
1,072
370
4.131
314,300
NEAR OCEAN
-118.03
33.87
16
2,306
393
1,368
387
5.93
277,600
<1H OCEAN
-118.24
33.89
32
1,132
266
1,211
279
2.1838
98,300
<1H OCEAN
-117.81
33.67
9
1,567
299
675
294
5.2124
199,600
<1H OCEAN
-117.11
32.74
33
1,126
267
621
241
3.2422
123,100
NEAR OCEAN
-118.36
34.21
41
337
65
198
50
1.8929
152,900
<1H OCEAN
-122.12
37.4
31
2,356
405
921
358
7.0245
500,001
NEAR BAY