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
-118.12
34.07
43
1,050
252
820
244
2.025
215,600
<1H OCEAN
-118.06
33.72
14
2,665
331
964
319
15.0001
500,001
NEAR OCEAN
-118.39
34.05
25
2,814
701
1,139
658
4.0153
460,000
<1H OCEAN
-120.57
35.11
18
2,920
556
1,068
552
3.5242
156,800
<1H OCEAN
-121.5
38.49
29
3,606
690
2,317
696
2.7368
78,200
INLAND
-119.55
34.38
17
1,951
368
681
350
2.7275
500,001
<1H OCEAN
-117.29
32.92
25
2,355
381
823
358
6.8322
500,001
NEAR OCEAN
-118.94
35.37
33
3,372
741
2,352
704
2.0643
57,600
INLAND
-118.27
33.99
35
932
294
1,153
282
1.4886
100,000
<1H OCEAN
-115.53
32.97
35
1,583
340
933
318
2.4063
70,700
INLAND
-122.7
38.97
17
2,554
540
723
319
3.2375
114,200
INLAND
-121.57
36.98
14
5,231
817
2,634
799
4.9702
279,800
INLAND
-118.57
34.09
14
7,970
1,142
2,926
1,096
11.2866
500,001
<1H OCEAN
-119.71
36.83
5
1,087
338
623
362
1.8061
113,400
INLAND
-121.81
37.35
29
2,396
452
2,000
481
4.375
185,500
<1H OCEAN
-118.14
34.15
52
407
160
227
148
1.5156
187,500
<1H OCEAN
-122.07
38
37
978
202
462
184
3.625
156,300
NEAR BAY
-117.92
34.63
34
81
26
53
14
1.4091
137,500
INLAND
-118.28
34.05
28
1,306
637
2,079
598
1.4615
275,000
<1H OCEAN
-121.83
37.27
8
4,454
1,058
2,595
1,027
4.5615
282,600
<1H OCEAN
-118.16
34.16
52
1,576
239
696
249
6.07
261,800
<1H OCEAN
-118.37
33.84
35
1,792
322
978
326
4.9583
342,800
<1H OCEAN
-118.85
34.2
28
2,040
297
848
280
6.7612
323,700
<1H OCEAN
-118.43
34.17
33
1,679
404
933
412
2.6979
266,000
<1H OCEAN
-116.44
33.77
18
4,872
1,110
955
656
2.2439
97,500
INLAND
-118.45
37.37
26
3,135
524
1,385
523
4.337
139,700
INLAND
-118.42
33.75
22
17,591
2,604
6,897
2,492
8.2831
500,001
NEAR OCEAN
-122.04
36.97
45
1,302
245
621
258
5.1806
266,400
NEAR OCEAN
-117.13
32.75
20
2,271
602
992
520
2.2599
157,600
NEAR OCEAN
-117.02
32.7
18
1,643
283
1,134
269
5.1769
133,000
NEAR OCEAN
-117.24
34.13
26
3,774
716
1,913
620
3.3534
98,900
INLAND
-122.02
37.6
31
2,155
522
1,858
437
2.652
159,800
NEAR BAY
-119.77
36.79
34
2,679
460
1,141
470
3.2642
89,600
INLAND
-117.95
33.86
36
2,038
343
1,066
346
5.197
195,700
<1H OCEAN
-118.23
34.12
28
1,546
465
974
408
2.2843
183,800
<1H OCEAN
-122.07
37.64
22
5,861
1,516
5,436
1,463
2.5158
134,900
NEAR BAY
-121.39
39.39
52
189
34
121
37
3.0208
60,000
INLAND
-116.46
33.82
6
4,863
920
3,010
828
3.9508
104,200
INLAND
-119.76
36.8
20
6,257
1,346
2,795
1,267
2.2094
83,700
INLAND
-119.77
36.73
45
1,081
241
821
230
1.7829
52,600
INLAND
-117.23
33.94
7
13,195
2,696
6,763
2,437
3.5851
142,000
INLAND
-118.29
33.73
21
2,492
711
1,699
672
2.1382
242,300
NEAR OCEAN
-121.3
38.66
21
3,824
634
1,818
600
3.712
139,000
INLAND
-122.31
37.94
38
2,172
403
945
384
4.3958
194,200
NEAR BAY
-115.46
33.19
33
1,234
373
777
298
1
40,000
INLAND
-117.01
33.97
18
4,775
886
1,868
836
2.3355
118,800
INLAND
-117.32
34.12
37
2,868
574
2,055
563
2.3508
70,500
INLAND
-122
38.99
39
1,548
323
815
286
2.9489
67,500
INLAND
-121.13
38.66
2
12,360
1,747
4,438
1,470
6.2503
222,500
INLAND
-119.26
34.46
30
3,826
691
1,656
657
4.0074
434,700
<1H OCEAN
-118.01
33.73
23
4,095
578
1,766
589
6.7418
302,500
<1H OCEAN
-117.53
33.97
29
1,430
273
872
283
4.0833
141,000
INLAND
-122.01
37.83
30
3,917
549
1,330
544
6.5617
386,600
NEAR BAY
-119.23
35.74
16
2,275
659
1,914
614
2.033
68,400
INLAND
-118.35
34
40
2,894
395
1,063
409
6.939
372,000
<1H OCEAN
-121.42
38.63
42
2,217
536
1,203
507
1.9412
73,100
INLAND
-117.25
33.95
5
13,096
2,208
6,780
2,180
4.2775
138,700
INLAND
-117.04
34
21
4,624
852
2,174
812
3.5255
132,100
INLAND
-118.27
34.92
20
873
175
422
159
2.9583
91,700
INLAND
-124.06
41.13
22
3,263
799
1,384
578
2.4708
119,400
NEAR OCEAN
-116.98
32.74
17
3,943
843
1,995
766
2.6944
158,300
<1H OCEAN
-119.15
34.44
33
2,005
392
1,043
351
5.308
297,900
<1H OCEAN
-118.23
34.22
36
2,288
439
1,079
434
4.5486
361,000
<1H OCEAN
-121.27
37.56
31
1,223
330
1,067
245
2.8558
100,000
INLAND
-117.95
33.82
35
1,068
190
514
174
4.0735
208,700
<1H OCEAN
-121.33
38.02
31
1,466
null
608
254
3.1827
162,100
INLAND
-118.1
34.13
44
1,745
237
693
248
9.7912
500,001
<1H OCEAN
-117.81
33.79
23
3,114
610
2,045
577
3.75
211,900
<1H OCEAN
-121.27
38.65
25
2,787
601
1,247
522
2.9016
159,800
INLAND
-117.99
34.16
40
3,838
696
1,851
674
4.2407
262,000
INLAND
-118.16
33.89
6
1,655
536
1,201
487
1.7344
145,800
<1H OCEAN
-117.07
32.63
40
1,706
322
796
303
3.5583
154,900
NEAR OCEAN
-118.28
33.96
23
1,983
611
2,048
600
1.5313
91,400
<1H OCEAN
-118.36
34.05
48
1,825
404
728
363
3.3824
322,600
<1H OCEAN
-118
33.81
13
2,782
605
1,749
628
4.1276
153,800
<1H OCEAN
-121.63
36.67
34
2,486
560
2,443
557
2.5263
130,400
<1H OCEAN
-118.22
34.19
36
959
204
446
210
3.215
331,300
<1H OCEAN
-120.06
36.95
24
646
134
454
149
2.125
61,900
INLAND
-118.18
34.02
33
832
226
987
220
3.0972
125,000
<1H OCEAN
-122.58
38.15
9
1,302
177
682
190
7.5
423,200
<1H OCEAN
-122.41
37.59
40
2,401
383
894
356
5.6493
422,400
NEAR OCEAN
-118.2
33.96
44
2,144
477
1,760
452
2.3221
161,600
<1H OCEAN
-122.24
37.85
52
3,726
474
1,366
496
9.3959
500,001
NEAR BAY
-118.34
33.9
37
542
105
355
118
5.5133
227,300
<1H OCEAN
-122.2
37.8
46
2,041
405
1,059
399
3.8487
203,300
NEAR BAY
-122.33
37.58
28
2,784
736
1,534
685
3.38
285,400
NEAR OCEAN
-115.22
33.54
18
1,706
397
3,424
283
1.625
53,500
INLAND
-119.66
36.35
15
1,724
374
947
391
3.1094
91,900
INLAND
-119.35
36.2
29
1,938
404
1,487
414
1.7462
51,100
INLAND
-117.94
33.92
32
1,053
207
1,038
222
4.6696
165,500
<1H OCEAN
-118.26
33.79
42
1,162
264
1,044
241
3.5488
205,600
<1H OCEAN
-118.91
35.4
10
3,587
774
1,398
763
2.569
113,000
INLAND
-122.5
37.74
45
1,771
349
1,098
342
3.7552
296,600
NEAR OCEAN
-121.85
37.24
17
6,425
1,268
3,934
1,238
5.1228
237,600
<1H OCEAN
-118.27
34.01
42
990
289
1,167
281
1.4524
126,800
<1H OCEAN
-118.27
33.94
30
1,764
397
1,406
362
1.449
93,100
<1H OCEAN
-121.35
38.68
18
7,923
1,558
3,789
1,473
3.5403
98,600
INLAND
-117.16
34.08
9
5,306
993
2,630
925
4.51
135,800
INLAND
-121.91
36.62
52
1,220
267
488
265
3.7454
243,800
<1H OCEAN
-122.21
37.8
52
3,519
711
1,883
706
3.4861
187,100
NEAR BAY