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
-122.53
37.96
36
4,385
620
1,549
626
8.3935
470,500
NEAR BAY
-117.11
32.66
52
25
5
14
9
1.625
118,800
NEAR OCEAN
-118.98
34.4
34
1,328
244
795
227
4.4219
338,100
<1H OCEAN
-116.42
33.76
14
16,921
2,837
2,524
1,262
7.6281
341,700
INLAND
-117.88
33.92
13
3,292
727
1,565
698
5.457
308,800
<1H OCEAN
-122.42
37.74
52
2,019
418
999
448
4.2212
271,300
NEAR BAY
-122.43
37.78
26
3,587
1,034
1,821
936
2.6392
287,500
NEAR BAY
-118.17
34.04
43
908
232
1,005
224
1.75
134,000
<1H OCEAN
-117.12
32.73
50
2,307
424
887
356
3.5156
168,800
NEAR OCEAN
-122.47
37.81
45
6,927
1,258
4,715
1,165
3.4051
500,001
NEAR BAY
-118.33
34.11
38
3,495
1,100
1,939
994
2.2148
438,300
<1H OCEAN
-118.17
33.89
11
3,605
880
3,637
873
2.6328
160,700
<1H OCEAN
-121.42
37.76
18
5,501
1,051
2,964
1,009
4.1855
162,100
INLAND
-121.43
38.55
44
3,514
714
1,509
656
2.7333
100,100
INLAND
-118.41
34.25
18
3,447
857
3,663
817
3.2284
157,100
<1H OCEAN
-124.19
40.78
37
1,371
319
640
260
1.8242
70,000
NEAR OCEAN
-117.03
32.75
24
7,879
1,655
3,898
1,534
3.0897
187,300
NEAR OCEAN
-122.36
37.58
52
3,084
595
1,324
571
5.0756
374,200
NEAR OCEAN
-118.29
34.08
23
1,864
937
2,795
858
1.8495
212,500
<1H OCEAN
-118.27
33.93
36
1,467
369
1,247
347
1.8191
92,700
<1H OCEAN
-117.33
33.16
29
3,559
552
1,533
545
4.0585
245,500
NEAR OCEAN
-118.14
34.2
39
2,569
426
1,282
432
5.0953
207,400
INLAND
-117.27
34.39
6
6,988
1,121
3,660
1,092
4.2224
125,700
INLAND
-117.78
34.58
6
10,263
1,864
6,163
1,781
3.8803
120,000
INLAND
-120.94
37.61
13
3,309
603
1,796
555
3.8372
129,300
INLAND
-120.42
34.96
19
2,298
511
1,246
513
2.212
132,000
<1H OCEAN
-122.09
37.94
29
6,895
1,022
2,634
1,022
6.1922
273,200
NEAR BAY
-121.49
38.61
6
4,391
974
1,982
914
3.4291
105,300
INLAND
-122.17
39.94
32
2,352
477
1,316
447
2.2292
57,400
INLAND
-122.52
37.97
33
563
194
265
169
2.75
231,300
NEAR BAY
-116.99
32.85
32
5,211
949
3,025
948
4.0931
134,200
<1H OCEAN
-117.66
33.46
26
2,073
370
952
340
5.0877
288,100
<1H OCEAN
-118.11
33.79
36
1,993
354
884
337
5.587
244,900
<1H OCEAN
-118.06
34.07
30
2,308
674
3,034
691
2.3929
184,400
<1H OCEAN
-122.44
37.78
52
3,510
791
1,703
657
2.8654
280,000
NEAR BAY
-122.46
37.79
52
899
96
304
110
14.2959
500,001
NEAR BAY
-121.89
37.28
32
4,308
717
2,002
695
4.1645
281,900
<1H OCEAN
-122.49
37.76
49
1,724
295
795
297
4.3977
353,600
NEAR BAY
-118.73
34.29
11
5,451
736
2,526
752
7.355
343,900
<1H OCEAN
-121.99
36.96
16
875
201
300
157
2.625
377,300
NEAR OCEAN
-117.24
34.04
5
1,775
234
726
222
7.978
223,900
INLAND
-117.02
32.75
33
3,296
537
1,345
556
5.2835
217,100
<1H OCEAN
-121.24
39.65
35
632
148
221
102
2.3684
62,500
INLAND
-122.02
37.29
18
2,550
312
999
320
8.7939
500,001
<1H OCEAN
-122.48
37.74
52
2,453
508
1,056
453
3.6859
311,800
NEAR OCEAN
-122.25
39.79
16
2,127
412
1,104
369
3.0469
72,200
INLAND
-116.96
32.78
26
2,807
630
1,785
580
2.1638
132,800
<1H OCEAN
-118.19
33.98
33
151
83
380
83
1.4224
189,600
<1H OCEAN
-119.56
36.1
25
1,093
262
893
252
2.13
50,800
INLAND
-122.4
37.75
44
6,848
1,584
3,269
1,383
2.8679
243,300
NEAR BAY
-117.98
34.04
29
1,468
310
1,390
276
3.75
190,600
<1H OCEAN
-119.93
38.94
27
1,709
408
97
44
2.4917
200,000
INLAND
-119.19
34.2
18
3,620
null
3,171
779
3.3409
220,500
NEAR OCEAN
-117.09
32.8
36
2,163
367
915
360
4.7188
174,100
NEAR OCEAN
-122.09
37.97
5
5,303
779
2,017
727
6.9961
294,100
NEAR BAY
-118.53
34.14
28
6,920
906
2,515
860
9.2189
500,001
<1H OCEAN
-119.16
34.23
26
5,444
1,293
3,700
1,158
2.7556
213,200
NEAR OCEAN
-115.53
32.73
14
1,527
325
1,453
332
1.735
61,200
INLAND
-117.59
34.09
16
2,401
465
1,757
500
3.9755
120,400
INLAND
-117.04
32.6
18
4,747
846
3,002
872
3.9076
152,900
NEAR OCEAN
-119.45
37.21
17
3,538
726
1,603
629
2.9449
95,600
INLAND
-119.67
34.44
32
3,202
537
1,316
538
5.2888
463,800
<1H OCEAN
-121.31
37.81
36
284
53
130
47
3.1429
179,200
INLAND
-117.21
33.95
5
8,403
1,240
3,962
1,150
5.2174
155,500
INLAND
-118.45
34.03
45
727
168
520
175
2.6528
300,000
<1H OCEAN
-121.34
38.57
14
5,737
1,008
2,731
983
4.4602
134,500
INLAND
-121.9
37.26
20
4,447
661
2,062
660
6.8088
283,300
<1H OCEAN
-119.68
36.83
11
2,455
344
1,110
339
6.1133
120,000
INLAND
-121.47
38.57
52
438
103
176
99
3.0217
200,000
INLAND
-117.24
33.85
8
1,031
201
606
179
2.8194
136,300
INLAND
-121.83
38
25
1,710
288
799
259
4.8359
145,300
INLAND
-118.36
34.04
45
1,767
417
1,052
379
3.5161
157,000
<1H OCEAN
-121.28
37.93
23
1,491
346
1,223
343
2.1591
67,800
INLAND
-118.16
33.77
49
3,382
787
1,314
756
3.8125
382,100
NEAR OCEAN
-122.14
37.7
17
1,463
292
695
330
4.5859
187,200
NEAR BAY
-122.18
37.71
45
726
147
519
135
3.375
157,500
NEAR BAY
-120.22
36.49
14
1,508
347
1,679
345
2.4786
56,000
INLAND
-120.05
36.95
31
696
254
913
248
1.4
52,500
INLAND
-119.01
36.08
31
1,620
366
1,154
348
1.8857
55,500
INLAND
-119.3
34.29
41
1,445
410
1,052
388
2.6333
170,800
NEAR OCEAN
-120.37
34.9
17
2,649
386
1,057
362
4.7813
326,800
<1H OCEAN
-122.44
37.75
52
1,573
334
725
338
5.0505
380,400
NEAR BAY
-120.51
37.32
13
2,109
477
1,108
466
2.3099
89,600
INLAND
-118.09
34.07
38
1,036
226
1,058
235
3.2578
184,200
<1H OCEAN
-121.32
38.57
25
692
146
504
167
3.6897
101,100
INLAND
-117.95
33.93
37
2,633
630
1,904
630
2.6123
161,300
<1H OCEAN
-117.07
32.61
10
1,686
414
1,000
391
2.1765
128,400
NEAR OCEAN
-121.83
37.29
20
2,308
461
2,223
456
4.2589
191,000
<1H OCEAN
-118.56
34.18
36
1,366
224
719
270
4.8264
251,000
<1H OCEAN
-118.35
34.01
33
3,246
601
1,585
603
3.6629
353,200
<1H OCEAN
-118.98
35.38
39
1,497
383
1,182
355
1.0648
50,000
INLAND
-121.92
36.61
21
1,242
340
834
362
2.4922
243,800
NEAR OCEAN
-121.99
37.53
25
5,405
939
2,831
923
5.0423
222,200
<1H OCEAN
-120.05
36.98
16
3,705
739
2,463
697
2.5288
61,800
INLAND
-118.22
33.98
36
1,514
453
1,496
448
2.1044
148,200
<1H OCEAN
-117.08
32.82
16
1,787
236
770
228
7.1298
278,600
<1H OCEAN
-118.35
33.99
45
1,764
401
679
334
3.2021
222,100
<1H OCEAN
-117.23
33.38
18
3,339
704
1,727
652
2.8393
173,200
<1H OCEAN
-117.94
33.94
25
3,250
546
1,452
501
5.1084
303,800
<1H OCEAN
-119.17
34.16
17
5,276
1,020
4,066
984
4.5828
205,400
NEAR OCEAN