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
-122.42
37.74
52
1,786
427
856
394
3.0833
328,100
NEAR BAY
-117.27
33.02
21
2,144
340
928
344
5.798
286,100
NEAR OCEAN
-118.25
33.91
35
1,479
272
963
292
3.4917
109,500
<1H OCEAN
-118.29
34.06
23
2,040
778
2,235
697
1.9309
233,300
<1H OCEAN
-119.34
35.6
16
1,584
309
1,011
268
2.4961
58,800
INLAND
-118.22
33.88
37
1,149
280
1,016
250
2.125
101,900
<1H OCEAN
-118.14
34.04
37
1,129
212
509
202
2.6146
243,200
<1H OCEAN
-118.08
33.82
26
4,259
588
1,644
581
6.2519
345,700
<1H OCEAN
-118.92
35.13
29
1,297
262
909
253
1.9236
106,300
INLAND
-122.13
37.45
37
1,287
197
510
206
7.9029
500,001
NEAR BAY
-118.34
34.05
50
2,009
419
1,130
402
3.1944
213,500
<1H OCEAN
-118.28
34.05
41
1,788
774
2,931
702
1.4413
158,900
<1H OCEAN
-118.38
33.82
35
3,053
623
1,311
589
5.1589
439,200
NEAR OCEAN
-121.25
37.93
31
1,673
382
1,734
400
2.0833
48,300
INLAND
-122.27
37.47
44
3,022
473
1,235
477
6.7058
495,900
NEAR OCEAN
-121.28
38.02
8
1,868
392
1,258
389
3.175
95,900
INLAND
-117.03
34.02
26
3,909
670
1,884
665
4.1361
121,000
INLAND
-122.62
38.15
14
2,259
341
1,127
346
6.4092
334,900
<1H OCEAN
-117.74
33.46
9
6,564
1,316
1,720
904
4.89
454,100
<1H OCEAN
-117.19
32.8
16
2,593
794
1,235
684
3.1304
166,300
NEAR OCEAN
-121.84
37.35
22
2,914
768
2,962
762
2.2031
164,000
<1H OCEAN
-117.24
32.72
39
3,819
594
1,361
583
6.6013
396,400
NEAR OCEAN
-116.88
33.93
37
1,495
429
865
342
1.2188
55,000
INLAND
-118.31
33.83
45
2,929
755
1,635
652
2.9375
273,000
<1H OCEAN
-120.85
37.77
37
1,738
403
936
366
2.4717
77,100
INLAND
-122.34
37.98
33
2,014
410
1,354
427
3.9773
131,300
NEAR BAY
-121.99
37.58
31
2,878
478
1,276
485
6.2073
282,500
<1H OCEAN
-117.05
32.8
17
1,475
308
549
293
3.7167
180,400
<1H OCEAN
-122.41
37.74
52
2,058
399
1,208
399
3.6429
230,000
NEAR BAY
-122.09
38
6
10,191
1,882
4,377
1,789
5.2015
204,200
NEAR BAY
-121.62
39.12
26
1,405
204
627
215
4.2188
94,200
INLAND
-118.53
34.18
26
4,175
885
2,118
778
4.2083
240,300
<1H OCEAN
-122.24
37.77
52
1,153
235
481
223
2.6411
241,000
NEAR BAY
-122.17
37.48
39
2,427
401
1,178
408
5.9629
352,700
NEAR BAY
-119.85
36.82
15
1,387
236
638
195
5.5842
88,900
INLAND
-119.21
37.25
44
3,042
697
335
115
4.1838
85,600
INLAND
-118.22
33.81
41
726
166
602
183
3.7885
156,900
NEAR OCEAN
-122.21
37.79
34
2,364
557
1,517
516
2.8365
139,200
NEAR BAY
-117.1
32.56
16
2,687
501
1,502
480
3.75
146,800
NEAR OCEAN
-119.23
35.79
31
2,862
606
2,467
600
2.3125
62,100
INLAND
-117.96
33.74
19
1,783
415
1,025
383
4.1484
230,000
<1H OCEAN
-118.68
34.28
5
6,150
1,265
3,188
1,266
4.7034
223,000
<1H OCEAN
-118.27
33.97
39
2,569
688
2,601
630
2.0754
101,400
<1H OCEAN
-121.9
37.39
42
42
14
26
14
1.7361
500,001
<1H OCEAN
-122.39
37.72
28
1,609
340
1,064
290
1.1125
206,300
NEAR BAY
-119.81
36.76
48
2,059
388
834
405
2.9306
67,900
INLAND
-117.97
34.09
27
3,569
761
3,339
762
4.1304
160,500
INLAND
-121.41
38.58
18
6,955
1,882
2,803
1,740
3.089
141,400
INLAND
-116.99
32.77
35
2,306
334
828
310
6.1103
301,600
<1H OCEAN
-122.11
37.99
16
3,913
710
1,782
676
5.1297
206,700
NEAR BAY
-118.16
34.17
52
1,193
228
703
221
3.1741
163,800
<1H OCEAN
-117.92
33.78
35
1,654
323
1,065
354
3.4837
186,500
<1H OCEAN
-123.73
39.44
32
790
151
380
142
2.7
165,000
<1H OCEAN
-122.09
37.38
34
1,959
342
849
357
6.2884
414,700
NEAR BAY
-117.8
33.69
15
2,099
322
873
307
7.9887
328,000
<1H OCEAN
-122.53
37.63
27
2,589
658
1,386
608
2.9087
228,200
NEAR OCEAN
-117.1
32.68
47
771
224
637
212
2.0156
90,300
NEAR OCEAN
-121.89
37.67
19
2,034
288
852
295
6.5285
300,400
INLAND
-120.98
38.68
5
4,810
909
2,242
900
3.2964
176,900
INLAND
-122.12
37.81
26
4,048
513
1,486
498
7.6717
416,500
NEAR BAY
-116.49
33.82
27
3,316
636
2,362
532
2.9569
65,900
INLAND
-118.14
33.77
49
2,792
690
1,301
648
3.2917
307,400
NEAR OCEAN
-119.55
37.75
30
2,165
536
1,500
414
3.5391
55,900
INLAND
-118.27
33.77
39
1,731
485
2,115
478
1.5369
141,300
NEAR OCEAN
-122.32
37.96
25
1,728
403
934
412
3.375
133,700
NEAR BAY
-118.25
34.06
12
4,011
1,438
1,673
1,088
5.3081
287,500
<1H OCEAN
-118.4
33.9
34
2,674
435
1,087
431
7.3151
492,200
<1H OCEAN
-118.41
34
37
1,426
259
689
261
5.5284
331,000
<1H OCEAN
-119.45
35.13
34
1,440
309
808
294
2.3013
26,600
INLAND
-118.4
34.28
16
6,573
1,480
6,161
1,473
3.3304
154,900
<1H OCEAN
-122.24
38.13
37
3,223
564
1,325
539
4.0938
126,900
NEAR BAY
-121.88
37.35
49
1,728
350
1,146
391
3.5781
193,000
<1H OCEAN
-121.7
38.1
19
4,896
1,083
2,150
905
3.3398
89,700
INLAND
-121.29
38.9
45
2,019
394
1,104
407
3.1691
108,700
INLAND
-117.93
33.65
35
2,133
413
1,473
402
4.4211
215,200
<1H OCEAN
-118.15
33.91
25
2,053
578
1,721
507
2.3456
146,100
<1H OCEAN
-118.92
34.17
17
1,552
246
685
244
5.9836
294,800
<1H OCEAN
-118.52
34.27
36
3,204
538
1,499
499
5.5649
271,200
<1H OCEAN
-124.14
40.77
27
3,046
605
1,407
571
2.9143
99,600
NEAR OCEAN
-122.41
37.8
52
3,697
837
1,446
711
5.866
500,001
NEAR BAY
-120.79
37.82
17
4,227
729
1,809
679
3.2667
269,500
INLAND
-122
37.35
20
4,304
851
2,059
835
5.1674
333,000
<1H OCEAN
-118.25
33.93
38
180
43
246
56
2.85
90,000
<1H OCEAN
-121.94
37.8
8
11,336
1,657
4,089
1,555
7.8287
369,200
<1H OCEAN
-121.76
38.94
48
540
110
234
74
3.6111
67,500
INLAND
-117.73
34.03
42
1,967
378
1,459
348
3.0375
118,100
INLAND
-121.71
36.9
16
1,680
285
1,103
275
4.6125
253,800
<1H OCEAN
-118.18
33.97
34
3,214
899
3,086
808
2.0057
189,400
<1H OCEAN
-117.23
32.72
43
952
209
392
210
2.1635
244,200
NEAR OCEAN
-118.27
34.05
47
661
359
1,406
307
1.3169
112,500
<1H OCEAN
-117.26
32.97
25
2,582
495
1,088
471
6.4651
500,001
NEAR OCEAN
-118.44
34.26
28
1,077
288
1,377
293
3.9167
153,900
<1H OCEAN
-121.47
38.63
29
2,197
520
1,374
483
2.1889
69,300
INLAND
-117.95
33.77
38
1,476
308
1,114
309
4.1917
181,800
<1H OCEAN
-122.44
37.79
52
2,045
353
722
327
8.0755
500,001
NEAR BAY
-117.93
34.09
37
1,185
225
769
235
4.4625
154,200
<1H OCEAN
-122.02
37.32
27
4,336
754
2,009
734
6.3923
348,300
<1H OCEAN
-121.43
38.53
36
1,488
294
846
279
3.1208
82,700
INLAND
-118.43
34.16
34
2,459
489
1,139
463
4.0347
353,600
<1H OCEAN
-118.14
33.79
45
1,519
263
681
267
4.6452
212,500
NEAR OCEAN