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
37.95
22
7,446
1,979
2,980
1,888
3.5838
271,300
NEAR BAY
-121.99
37.82
22
1,248
271
579
269
3.375
200,000
<1H OCEAN
-121.98
37.29
33
2,120
349
907
336
7.5443
283,000
<1H OCEAN
-121.76
36.92
46
947
257
1,120
264
3.4125
160,700
<1H OCEAN
-117.41
34.08
38
1,541
290
861
299
3.5655
95,600
INLAND
-115.5
32.75
13
330
72
822
64
3.4107
142,500
INLAND
-118.35
34.03
44
865
208
537
183
1.9
110,900
<1H OCEAN
-121.83
37.29
10
1,828
453
1,356
409
4.5943
123,500
<1H OCEAN
-121.3
38.66
28
3,391
550
1,546
553
4.2188
139,200
INLAND
-122.69
38.94
9
1,245
234
517
187
3.125
93,400
INLAND
-122.03
37.34
16
1,755
410
674
410
5.1602
231,200
<1H OCEAN
-118
33.85
33
2,053
418
1,154
405
4.0455
197,200
<1H OCEAN
-122.18
39.55
28
1,471
259
673
246
3.25
81,600
INLAND
-119.78
36.84
7
4,907
1,075
2,014
909
3.2147
111,900
INLAND
-117.46
33.9
10
9,738
2,130
4,936
1,840
3.3187
144,800
INLAND
-120.49
37.28
11
1,721
381
1,708
373
1.9535
57,100
INLAND
-121.96
37.23
36
4,423
632
1,719
608
7.8407
476,400
<1H OCEAN
-117.92
33.64
24
2,539
695
1,623
611
3.0708
188,700
<1H OCEAN
-116.4
34.09
9
4,855
872
2,098
765
3.2723
97,800
INLAND
-117.38
33.2
17
1,877
581
1,288
426
1.9386
106,300
NEAR OCEAN
-118.92
34.41
22
2,702
655
2,664
571
3.0893
173,400
<1H OCEAN
-118.01
33.89
36
1,589
265
804
272
4.6354
202,900
<1H OCEAN
-122.04
37.96
28
1,207
252
724
252
3.6964
165,700
NEAR BAY
-119.06
34.23
29
3,511
632
2,591
596
3.0219
221,700
<1H OCEAN
-117.11
32.72
25
1,491
348
1,183
316
1.9583
88,600
NEAR OCEAN
-121.8
37.32
14
4,412
924
2,698
891
4.7027
227,600
<1H OCEAN
-117.05
32.62
34
3,928
686
2,315
681
4.2851
144,500
NEAR OCEAN
-121.99
37.32
20
4,461
864
2,042
808
4.7083
217,700
<1H OCEAN
-120.14
34.59
24
1,601
282
731
285
4.2026
259,800
NEAR OCEAN
-118.43
34
30
2,148
597
1,341
559
3.3995
324,000
<1H OCEAN
-122.07
37.69
29
2,304
618
1,021
552
2.5362
203,800
NEAR BAY
-118.22
33.84
35
1,131
273
1,007
269
4.0219
168,300
<1H OCEAN
-118.21
33.82
34
1,719
398
1,444
372
2.8438
139,300
NEAR OCEAN
-122.71
38.4
17
1,690
464
833
445
1.439
140,600
<1H OCEAN
-121.59
39.74
17
1,646
330
750
344
2.3798
83,800
INLAND
-117.39
34.13
9
2,228
398
1,316
370
4.1632
119,800
INLAND
-119.21
34.28
27
2,219
312
937
315
5.7601
281,100
NEAR OCEAN
-117.36
33.18
39
1,546
291
833
308
2.8893
185,400
NEAR OCEAN
-117.01
32.99
8
3,372
430
1,536
448
8.4284
378,300
<1H OCEAN
-118.3
33.88
29
850
229
563
204
3.7375
247,700
<1H OCEAN
-118.27
34.07
38
1,270
556
1,692
450
1.87
170,800
<1H OCEAN
-118.37
33.95
52
836
175
747
166
4.125
174,000
<1H OCEAN
-118.43
34.01
31
2,526
528
1,046
504
4.7009
500,001
<1H OCEAN
-118.03
34.08
32
1,780
484
1,732
454
2.4464
169,600
INLAND
-119.87
36.83
4
4,833
784
2,088
789
5.1781
122,500
INLAND
-117.24
33.38
16
2,792
525
1,696
516
3.668
171,200
<1H OCEAN
-119.02
35.44
29
3,415
631
1,527
597
4.0125
84,400
INLAND
-122.2
37.43
40
2,223
412
1,050
417
5.2421
444,500
NEAR OCEAN
-117.4
34
24
2,316
599
1,829
532
1.6955
86,800
INLAND
-122.24
38.1
49
1,851
356
849
307
2.9432
103,500
NEAR BAY
-117.77
33.72
9
2,153
316
954
324
7.8139
304,700
<1H OCEAN
-121.6
39.77
26
1,503
343
699
296
1.875
84,000
INLAND
-122.07
37.7
32
3,400
736
1,487
694
3
223,200
NEAR BAY
-117.87
34.09
31
1,484
327
927
317
3.6484
189,600
<1H OCEAN
-117.27
34.09
36
848
186
737
169
0.9838
79,300
INLAND
-122.13
37.76
26
3,266
491
1,222
533
5.37
275,400
NEAR BAY
-121.45
38.53
34
1,717
354
848
306
2.4741
87,000
INLAND
-122.29
38.28
38
2,308
425
1,272
406
3.6083
134,200
NEAR BAY
-120.08
36.79
38
1,446
285
928
255
2.9808
89,600
INLAND
-118.26
34.14
6
1,727
506
1,200
439
4.1083
210,700
<1H OCEAN
-117.42
33.94
35
1,764
325
1,094
353
4.1528
113,900
INLAND
-118.28
33.99
46
1,211
321
1,153
282
1.7849
99,300
<1H OCEAN
-117.05
33.14
16
4,552
1,166
2,737
1,051
2.25
136,300
<1H OCEAN
-121.49
38.62
8
15,309
2,996
7,463
2,885
3.9143
129,700
INLAND
-122.45
37.78
52
3,975
716
1,515
691
5.0156
500,001
NEAR BAY
-121.93
37.29
36
2,241
437
989
442
3.9625
288,200
<1H OCEAN
-121.99
37.36
32
1,754
324
917
330
4.6761
298,300
<1H OCEAN
-122.41
37.8
52
2,450
741
1,415
664
2.8229
375,000
NEAR BAY
-122.13
37.72
35
2,183
383
976
392
3.8393
243,500
NEAR BAY
-118.38
33.86
24
3,124
560
1,312
542
6.3021
333,800
<1H OCEAN
-118.48
34.04
40
1,395
285
610
262
3.9659
500,001
<1H OCEAN
-118.18
33.84
35
1,415
294
591
291
2.9798
315,600
NEAR OCEAN
-121.85
37.33
16
2,987
874
4,241
841
2.8024
127,900
<1H OCEAN
-118.4
33.98
39
714
118
314
117
5.9856
432,100
<1H OCEAN
-117.82
33.72
24
3,477
462
1,593
484
6.8634
276,500
<1H OCEAN
-118.39
34.22
40
712
149
533
155
3.695
165,200
<1H OCEAN
-118.62
34.22
33
1,636
275
866
289
5.6356
241,300
<1H OCEAN
-119.06
34.36
48
1,459
324
902
350
2.4185
189,900
<1H OCEAN
-121.59
39.77
24
1,535
276
664
273
2.3068
97,300
INLAND
-118.4
34.06
52
1,871
326
646
284
8.2961
500,001
<1H OCEAN
-121.87
37.27
16
3,298
451
1,542
423
6.7064
305,600
<1H OCEAN
-117.93
33.86
36
1,672
318
1,173
337
4.5774
182,100
<1H OCEAN
-120.46
37.31
35
2,042
378
953
356
2.7344
87,800
INLAND
-117.91
33.84
29
1,570
482
1,849
430
2.6563
162,500
<1H OCEAN
-117.27
33.05
15
3,333
808
1,371
737
2.9083
122,400
NEAR OCEAN
-117.75
34.04
22
2,948
636
2,600
602
3.125
113,600
INLAND
-118.46
34.31
24
2,920
601
1,460
598
4.2708
218,200
<1H OCEAN
-122.04
37.34
23
2,590
725
1,795
680
3.16
225,000
<1H OCEAN
-117.14
32.79
35
3,578
582
1,568
553
4.7813
188,600
NEAR OCEAN
-118.14
33.89
33
1,250
276
866
268
4.1708
175,000
<1H OCEAN
-119.81
34.46
22
3,488
452
1,479
458
7.1687
384,400
NEAR OCEAN
-124.18
40.78
34
1,592
364
950
317
2.1607
67,000
NEAR OCEAN
-118.29
33.9
27
1,013
394
1,067
400
1.7714
159,400
<1H OCEAN
-117.29
34.41
11
5,934
1,380
2,756
1,239
1.5758
108,300
INLAND
-121.75
37.68
35
1,755
299
702
263
5.2443
183,400
INLAND
-117.12
32.76
41
1,469
421
803
395
2.1856
120,500
NEAR OCEAN
-117.24
32.73
37
2,260
354
809
351
5.9113
388,300
NEAR OCEAN
-121.29
37.99
45
965
198
498
195
1.6944
75,200
INLAND
-122.31
37.92
30
1,014
236
537
204
2.8456
183,300
NEAR BAY
-117.33
33.22
21
2,868
602
855
559
2.7846
91,200
NEAR OCEAN