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
-118.31
33.73
52
1,642
287
692
288
4.1812
321,500
NEAR OCEAN
-119.72
36.71
7
2,456
463
1,350
424
3.0179
91,600
INLAND
-119.83
36.71
43
355
81
233
75
2.4167
73,900
INLAND
-117.38
33.99
52
1,797
332
905
313
2.7054
141,700
INLAND
-118.56
34.37
23
3,927
728
1,984
707
4.8536
202,600
<1H OCEAN
-119.99
37.51
14
2,878
617
1,011
509
1.398
103,800
INLAND
-118.07
34.12
43
1,554
287
802
277
4.2312
272,600
INLAND
-122.43
37.64
34
8,400
1,812
4,101
1,717
4.1033
301,000
NEAR OCEAN
-119.79
36.77
43
2,323
502
1,144
471
2.3967
58,700
INLAND
-118.1
34.07
33
3,437
1,081
3,817
1,042
2.25
203,700
<1H OCEAN
-117.95
34.02
22
1,919
411
1,203
363
4.2578
144,100
<1H OCEAN
-118.24
34.16
52
1,904
297
797
286
6.6603
380,400
<1H OCEAN
-122.21
38.41
12
4,270
654
1,624
598
5.5266
331,300
INLAND
-118.43
34.15
31
1,856
425
795
426
2.8448
360,600
<1H OCEAN
-117.77
34.06
27
2,178
629
2,379
591
1.9766
108,000
INLAND
-122.04
36.96
42
538
107
200
104
2.1667
196,400
NEAR OCEAN
-120.98
37.65
36
826
167
432
150
2.5
103,100
INLAND
-118.26
34.14
23
1,336
396
1,255
359
2.5388
205,000
<1H OCEAN
-117.9
33.66
4
456
91
623
84
6.6369
192,600
<1H OCEAN
-119.71
34.42
50
840
279
488
270
2.2097
258,300
<1H OCEAN
-121.53
38.48
5
27,870
5,027
11,935
4,855
4.8811
212,200
INLAND
-118.02
33.95
36
1,705
299
871
296
4.6184
179,800
<1H OCEAN
-118.22
33.8
33
1,984
477
1,764
440
3.875
165,100
NEAR OCEAN
-118.29
34.05
11
677
370
1,143
341
2.3864
350,000
<1H OCEAN
-118.01
33.83
23
1,086
268
825
250
2.4609
219,600
<1H OCEAN
-119.76
36.77
36
2,507
466
1,227
474
2.785
72,300
INLAND
-122.42
40.57
10
7,949
1,309
3,176
1,163
4.1099
120,100
INLAND
-118.06
34
34
5,002
917
2,597
893
3.9243
219,800
<1H OCEAN
-121.5
38.57
9
745
175
297
160
3.358
77,500
INLAND
-120.49
37.26
28
2,159
416
1,283
378
1.8939
83,000
INLAND
-118.17
33.77
45
2,151
643
1,047
579
3.1149
218,800
NEAR OCEAN
-120.01
38.91
17
2,732
609
1,005
499
1.9851
86,700
INLAND
-121.91
37.29
18
3,597
664
1,321
593
5.3077
351,400
<1H OCEAN
-118.16
34.15
19
1,721
290
571
278
6.6031
500,001
<1H OCEAN
-122.17
37.87
38
1,261
177
472
183
6.917
438,000
NEAR BAY
-119.57
36.27
20
2,673
452
1,394
449
2.625
97,400
INLAND
-122.07
37.36
21
3,244
426
1,158
415
7.5
500,001
<1H OCEAN
-118.08
34.56
14
5,144
887
2,846
824
4.5615
137,200
INLAND
-117.13
32.71
35
614
180
691
164
1.6953
81,300
NEAR OCEAN
-122.03
36.96
28
1,607
421
926
385
2.425
216,100
NEAR OCEAN
-116.86
33.02
17
401
68
251
69
4.6518
170,200
<1H OCEAN
-117.63
34.02
13
4,864
729
2,780
723
5.6168
175,400
INLAND
-120.66
35.5
19
1,861
364
1,040
363
3.3125
163,900
<1H OCEAN
-118.31
34.2
36
1,692
263
778
278
5.0865
349,600
<1H OCEAN
-118.3
33.8
8
1,115
412
1,472
396
3.1392
146,200
<1H OCEAN
-122.35
37.94
45
2,112
493
1,406
452
2.3456
105,200
NEAR BAY
-122.25
37.79
51
175
43
228
55
2.1
75,000
NEAR BAY
-118.58
34.15
21
3,856
547
1,422
535
8.4196
450,700
<1H OCEAN
-119.29
36.33
19
792
232
641
222
0.7445
112,500
INLAND
-117.9
33.66
13
1,642
423
841
368
3.6042
226,000
<1H OCEAN
-118.18
34.04
42
1,670
null
1,997
452
2.788
150,500
<1H OCEAN
-122.25
37.5
45
1,812
336
752
329
4.95
345,000
NEAR OCEAN
-120.6
37.34
34
1,830
431
1,304
415
2.1182
68,900
INLAND
-118.05
33.82
21
2,997
372
1,323
372
8.6123
386,700
<1H OCEAN
-118.34
33.84
36
1,407
231
676
231
5.269
331,900
<1H OCEAN
-122.41
37.76
52
2,064
496
1,726
466
3.4028
233,300
NEAR BAY
-122.03
37.56
24
8,444
1,492
4,446
1,491
4.6978
240,300
NEAR BAY
-118.63
34.17
33
4,769
787
2,019
743
5.5798
338,200
<1H OCEAN
-117.1
32.77
49
4,449
711
1,606
709
5.7768
281,600
NEAR OCEAN
-117.82
33.68
3
7,105
1,459
3,068
1,241
6.1395
358,000
<1H OCEAN
-117.68
33.59
8
2,327
263
899
236
14.9009
500,001
<1H OCEAN
-120.25
36.65
31
1,177
221
744
223
2.4937
66,000
INLAND
-116.97
32.74
14
7,410
1,344
3,597
1,274
4.2192
176,100
<1H OCEAN
-118.2
34.1
30
3,643
1,197
4,336
1,163
2.07
154,500
<1H OCEAN
-118.51
34.22
36
1,493
285
766
272
4.8646
213,200
<1H OCEAN
-122.49
37.59
35
2,683
475
1,498
484
5.1282
262,500
NEAR OCEAN
-122.35
38.3
18
3,735
557
1,504
521
5.6304
243,100
NEAR BAY
-121.21
38.67
19
2,987
626
1,610
605
3.0533
112,100
INLAND
-122.1
37.96
20
3,796
650
1,679
611
4.3571
228,200
NEAR BAY
-119.57
36.1
37
1,676
316
707
274
2.0595
60,700
INLAND
-118.33
34.2
43
2,322
418
1,106
433
4.3631
284,600
<1H OCEAN
-122.24
37.79
47
1,372
395
1,237
303
2.125
95,500
NEAR BAY
-118.82
36.13
43
1,281
287
534
231
2.8906
65,700
INLAND
-118.16
33.79
25
5,463
1,265
3,010
1,179
3.233
199,100
NEAR OCEAN
-123.23
39.13
33
1,176
211
529
217
3.8958
144,000
<1H OCEAN
-120.48
34.9
20
3,842
630
2,490
662
3.0559
120,100
<1H OCEAN
-122.08
37.38
36
857
156
448
168
5.0086
366,700
NEAR BAY
-122.18
37.73
43
1,391
293
855
285
2.5192
76,400
NEAR BAY
-122.23
37.81
52
1,433
229
612
213
4.7708
314,700
NEAR BAY
-122.91
39.18
43
89
18
86
27
2.0208
72,500
INLAND
-121.39
38.64
33
1,503
282
652
229
3.6937
99,300
INLAND
-118.3
33.82
25
2,659
765
2,629
726
2.6368
175,900
<1H OCEAN
-117.76
34.06
47
508
108
384
86
1.9583
92,600
INLAND
-116.38
34.1
6
2,104
348
841
320
4.1458
116,300
INLAND
-121.87
39.74
7
1,737
290
747
265
3.9
147,000
INLAND
-118.25
34.16
14
3,700
945
1,681
905
3.9054
200,000
<1H OCEAN
-119.05
34.24
24
4,341
646
1,929
703
5.4298
279,600
<1H OCEAN
-120.69
35.52
26
2,758
571
1,291
522
2.925
181,400
<1H OCEAN
-121.81
37.24
21
3,250
610
1,978
568
4.5
234,400
<1H OCEAN
-121.72
37.16
21
1,062
179
631
185
4.7386
394,100
<1H OCEAN
-118.5
34.03
52
1,506
208
547
186
7.8705
500,001
<1H OCEAN
-118.27
33.99
38
1,407
447
1,783
402
1.8086
97,100
<1H OCEAN
-118.45
34.23
25
4,393
1,369
3,781
1,267
2.5833
183,700
<1H OCEAN
-118.39
33.85
17
1,610
379
670
341
4.3594
349,000
<1H OCEAN
-118.38
34.16
42
2,358
546
1,065
523
3.1289
320,600
<1H OCEAN
-122
38.28
3
7,030
1,191
3,238
1,055
4.962
161,700
INLAND
-116.39
33.82
15
11,115
2,257
4,122
1,653
2.7219
74,400
INLAND
-122.28
37.9
52
2,261
328
819
335
4.9083
346,800
NEAR BAY
-118.36
33.84
22
11,016
3,170
6,664
2,838
3.703
361,300
<1H OCEAN
-118.36
34.07
40
1,821
447
777
441
2.3375
355,200
<1H OCEAN