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
-122.31
40.75
18
1,411
330
494
227
1.4911
75,800
INLAND
-118.26
34.24
42
890
179
555
200
4.4821
271,900
<1H OCEAN
-122
38.41
11
2,838
429
1,331
426
4.945
298,400
INLAND
-118.28
34.08
42
1,618
522
1,454
440
3.1607
182,000
<1H OCEAN
-120.69
36.84
18
902
195
771
174
2.2083
55,000
INLAND
-118.12
33.83
45
1,734
331
797
293
4.8917
222,800
<1H OCEAN
-121.12
36.21
16
1,720
473
1,427
291
2.1107
76,200
<1H OCEAN
-122.8
39.08
17
1,880
467
798
342
1.4676
65,000
INLAND
-122.03
37.35
25
3,095
514
1,251
507
5.5388
352,100
<1H OCEAN
-121.9
37.29
26
1,797
244
626
244
7.8575
424,600
<1H OCEAN
-122.47
37.77
52
3,143
635
1,350
623
3.8571
366,700
NEAR BAY
-116.6
33.06
23
1,731
365
612
258
2.7813
172,900
INLAND
-118.42
33.96
24
4,393
966
1,257
579
5.0714
356,100
<1H OCEAN
-118.38
34.02
45
2,098
486
1,343
481
3.9615
268,600
<1H OCEAN
-118.09
34.08
34
1,513
384
986
336
2.6901
235,600
<1H OCEAN
-121.49
38.56
52
1,844
392
667
353
3.0033
103,500
INLAND
-118.31
34.1
40
4,984
2,158
4,828
2,028
1.6903
350,000
<1H OCEAN
-118.25
33.86
26
3,022
476
1,852
452
6.0531
186,400
<1H OCEAN
-121.94
37.94
26
1,299
174
533
180
6.2296
291,700
INLAND
-117.79
33.71
16
6,339
862
3,132
825
7.1069
313,400
<1H OCEAN
-117.98
33.64
20
1,851
495
792
363
3.8187
137,500
NEAR OCEAN
-122.43
37.78
10
2,380
843
1,245
789
1.3062
220,000
NEAR BAY
-118.29
34.09
35
2,624
1,116
3,548
1,008
2.0132
198,400
<1H OCEAN
-119.71
34.44
41
2,220
367
927
355
5.3184
376,000
<1H OCEAN
-119.29
36.31
34
1,439
253
607
223
3.0972
82,800
INLAND
-118.37
34.04
43
1,465
278
727
290
4.0781
289,400
<1H OCEAN
-118.29
33.82
21
4,383
901
2,689
913
3.4375
218,800
<1H OCEAN
-118.12
34.06
25
1,137
293
800
281
2.4286
233,300
<1H OCEAN
-117.99
33.82
33
2,342
475
1,367
509
4.1167
215,500
<1H OCEAN
-118.35
34.52
14
3,490
592
1,710
580
5.9171
333,300
INLAND
-118.29
33.94
32
2,701
708
1,880
590
1.6716
123,800
<1H OCEAN
-117.94
33.77
33
2,964
747
2,235
718
3.2591
175,900
<1H OCEAN
-117.66
33.63
16
3,299
610
1,967
604
5.5085
223,300
<1H OCEAN
-117.83
33.9
23
2,446
360
1,196
359
6.5755
272,800
<1H OCEAN
-116.92
32.85
23
1,378
269
767
266
4.0625
145,000
<1H OCEAN
-115.72
32.75
16
348
99
123
54
2.0938
87,500
INLAND
-118.59
34.2
18
847
185
733
178
5.2149
201,900
<1H OCEAN
-118.31
34.28
34
3,258
610
1,810
633
5.1145
219,900
<1H OCEAN
-118.24
34.01
43
1,456
444
2,098
433
1.8929
99,200
<1H OCEAN
-118.43
34.17
34
2,180
424
906
429
4.4464
353,100
<1H OCEAN
-118.46
34.03
52
523
null
317
130
2.2794
337,500
<1H OCEAN
-117.65
34.03
15
4,420
903
2,373
858
3.449
149,100
INLAND
-117.07
32.81
15
2,000
402
778
369
4.3594
224,200
<1H OCEAN
-117.81
33.73
17
1,063
189
363
183
2.1719
261,300
<1H OCEAN
-121.75
37.11
18
3,167
null
1,414
482
6.8773
467,700
<1H OCEAN
-118.53
34.04
45
1,711
264
735
261
9.1078
500,001
<1H OCEAN
-118.08
33.97
38
1,026
190
789
193
4.2
163,200
<1H OCEAN
-117.23
32.79
23
2,578
665
989
622
3.5484
238,000
NEAR OCEAN
-118.38
34.09
28
4,001
1,352
1,799
1,220
2.5784
272,900
<1H OCEAN
-118.26
33.91
33
954
241
655
218
2.5882
92,800
<1H OCEAN
-121.32
38.57
15
3,369
499
1,733
470
5.31
127,500
INLAND
-118.41
33.99
36
1,089
234
632
215
3.6538
276,100
<1H OCEAN
-117.04
32.76
43
3,171
665
1,534
625
3.141
141,400
NEAR OCEAN
-122.82
38.41
32
701
182
489
168
2.785
169,300
<1H OCEAN
-122.23
37.79
30
999
264
1,011
263
1.8854
137,500
NEAR BAY
-118.33
34.16
37
2,381
575
1,235
499
3.7941
247,800
<1H OCEAN
-118.31
33.99
45
1,489
339
791
316
2.2339
104,800
<1H OCEAN
-118.26
33.96
39
1,542
375
1,256
361
1.7167
100,000
<1H OCEAN
-122
37.28
33
2,170
311
854
303
8.3605
500,001
<1H OCEAN
-118.27
34.03
50
395
232
948
243
1.7546
175,000
<1H OCEAN
-118.32
33.98
44
1,448
314
861
310
2.2396
108,600
<1H OCEAN
-118.36
34.01
33
3,140
466
1,214
464
6.5044
350,400
<1H OCEAN
-118.36
33.96
26
3,543
null
2,742
951
2.5504
151,300
<1H OCEAN
-117.89
33.84
35
3,315
744
2,425
687
3.5521
182,800
<1H OCEAN
-122.47
37.78
52
2,275
412
1,166
424
4.0652
421,300
NEAR BAY
-119.74
36.79
28
2,857
619
1,614
592
2.1573
71,400
INLAND
-118.16
33.92
44
1,368
277
899
271
3.5938
161,300
<1H OCEAN
-117.63
34.09
19
3,490
816
2,818
688
2.8977
126,200
INLAND
-117.9
33.61
41
1,521
328
527
275
4.0764
500,001
<1H OCEAN
-119.65
36.37
4
3,725
783
1,478
600
3.5486
148,000
INLAND
-122.08
37.82
4
2,045
237
830
252
11.3421
500,001
NEAR BAY
-121.91
36.55
39
5,468
834
1,782
712
5.7248
398,800
NEAR OCEAN
-118.32
34.06
36
3,239
722
1,383
612
4.5918
337,000
<1H OCEAN
-118.44
34.27
36
1,111
275
1,333
266
3.5347
158,100
<1H OCEAN
-121.3
38
27
2,918
580
1,338
544
2.6495
116,200
INLAND
-122.22
38.08
37
4,590
857
2,920
832
3.436
94,800
NEAR BAY
-121.93
37.73
23
2,564
347
1,043
351
6.2048
275,000
<1H OCEAN
-121.26
38.64
40
1,098
175
415
160
4.8375
217,400
INLAND
-121.37
38.68
36
1,775
296
937
305
3.1786
83,400
INLAND
-120.25
38.55
15
4,403
891
1,103
433
3.0125
111,700
INLAND
-117.24
32.85
18
3,117
475
904
368
6.7587
388,500
NEAR OCEAN
-118.38
33.87
17
2,791
579
1,467
583
5.7415
321,900
<1H OCEAN
-122.71
38.34
23
2,744
588
1,493
557
3.1781
162,000
<1H OCEAN
-117.01
33.04
13
4,595
567
1,643
544
7.7684
362,300
<1H OCEAN
-117.25
34.11
30
2,173
560
1,509
486
1.4079
67,700
INLAND
-120.18
39.14
25
2,171
386
248
116
3.0375
171,900
INLAND
-121.01
37.68
33
828
123
373
133
5.5
146,200
INLAND
-117.99
33.72
14
2,127
537
1,338
475
3.628
188,500
<1H OCEAN
-117.17
32.73
52
1,578
487
879
446
2.4069
215,000
NEAR OCEAN
-117.17
32.81
26
788
127
346
125
5.0603
185,700
NEAR OCEAN
-122.52
37.92
47
793
163
334
151
5.8509
317,800
NEAR BAY
-122.37
37.93
45
3,150
756
1,798
749
1.75
37,900
NEAR BAY
-118.11
33.84
36
1,756
297
798
287
5.5581
218,300
<1H OCEAN
-120.89
37.21
25
3,301
678
994
306
3.2262
97,200
INLAND
-122.23
38.11
47
3,007
524
1,152
486
4
141,500
NEAR BAY
-122.42
37.93
47
3,453
779
1,353
728
4.016
274,500
NEAR BAY
-118.31
33.92
35
1,307
246
672
219
4.8456
146,400
<1H OCEAN
-120.87
37.76
16
2,022
413
1,126
408
2.5655
116,400
INLAND
-121.84
39.68
38
549
105
275
94
3.5375
153,100
INLAND
-117.3
33.23
13
3,619
791
1,759
806
2.765
98,500
<1H OCEAN