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
-117.9
33.88
34
1,396
245
661
261
4.675
215,400
<1H OCEAN
-117.63
33.63
6
3,068
549
985
536
4.2009
238,000
<1H OCEAN
-121.88
37.46
5
1,819
245
802
228
10.9722
500,001
<1H OCEAN
-122.34
37.95
39
1,986
427
1,041
385
3.2333
135,100
NEAR BAY
-118.44
33.79
27
2,141
260
635
240
11.6648
500,001
NEAR OCEAN
-118.09
34.15
52
670
141
268
110
3.5568
205,000
INLAND
-117.17
34.03
33
4,583
648
1,760
638
6.3308
230,600
INLAND
-118.31
34.02
45
1,423
278
822
276
2.4519
98,100
<1H OCEAN
-118.08
33.88
27
923
186
1,014
204
3.825
159,500
<1H OCEAN
-116.84
32.86
16
2,502
532
1,211
494
3.2516
202,100
<1H OCEAN
-119.48
37
16
2,904
551
1,467
509
3.1736
111,800
INLAND
-122.25
37.87
52
1,204
460
2,016
477
0.949
350,000
NEAR BAY
-118.3
34.05
34
1,453
588
1,987
589
2.096
187,500
<1H OCEAN
-118.5
34.25
32
2,333
389
969
331
4.8164
241,100
<1H OCEAN
-117.82
33.81
30
2,260
345
1,182
341
6.0705
236,700
<1H OCEAN
-119.7
34.41
19
2,086
575
1,701
530
2.8042
236,100
NEAR OCEAN
-121.78
37.68
17
3,112
872
1,392
680
3.0222
172,500
INLAND
-122.37
37.6
26
15
3
11
3
5.048
350,000
NEAR OCEAN
-118.14
34.04
40
1,966
391
1,120
362
3.7109
198,800
<1H OCEAN
-121.93
36.62
34
2,351
null
1,063
428
3.725
278,000
NEAR OCEAN
-117.9
33.67
25
639
98
311
93
6.6833
275,900
<1H OCEAN
-117.15
32.72
52
344
177
460
147
1.2292
137,500
NEAR OCEAN
-117.1
32.75
15
2,422
774
2,120
715
1.0617
92,400
NEAR OCEAN
-118.01
34.14
23
3,425
754
2,202
729
3.52
187,300
INLAND
-118.27
34.25
37
2,489
454
1,215
431
5.0234
257,600
<1H OCEAN
-121.75
39.88
16
2,867
559
1,203
449
2.7143
95,300
INLAND
-124.14
41.06
32
1,020
215
421
198
3.0208
143,400
NEAR OCEAN
-117.93
33.79
36
2,363
403
1,240
391
4.0909
190,800
<1H OCEAN
-117.96
34.09
30
2,686
613
2,477
573
3.4427
160,800
INLAND
-117.09
32.62
34
1,576
364
1,153
381
2.1955
129,700
NEAR OCEAN
-118.16
33.88
33
2,180
522
1,634
467
3.0114
167,000
<1H OCEAN
-122.02
37.56
23
4,332
857
2,461
829
4.3594
223,400
NEAR BAY
-121.27
38.65
33
1,984
289
842
276
5.2949
173,300
INLAND
-121.25
38.14
16
1,174
242
464
261
2.3
133,300
INLAND
-118.03
33.78
26
2,001
302
836
298
5.1061
257,500
<1H OCEAN
-120.73
39.63
17
1,791
356
432
190
3.8826
92,400
INLAND
-118.01
34.07
24
5,684
1,485
6,626
1,481
2.2559
166,800
INLAND
-118.29
34.11
24
3,696
1,125
1,685
1,031
2.3789
266,700
<1H OCEAN
-122.45
37.76
51
2,564
457
810
442
5.6235
500,001
NEAR BAY
-117.77
34.1
50
2,388
494
1,241
459
2.8818
167,200
INLAND
-118.43
34.3
28
271
61
246
62
1.7062
164,600
<1H OCEAN
-117.95
34.06
32
2,252
415
1,370
411
4.6312
184,800
<1H OCEAN
-117.32
34.01
23
3,021
527
1,580
533
4.4063
129,900
INLAND
-121.9
37.44
12
4,228
734
2,594
732
6.6086
299,400
<1H OCEAN
-122.16
37.75
35
667
140
406
133
3.8047
94,300
NEAR BAY
-118.03
33.77
21
3,803
898
1,511
829
3
221,200
<1H OCEAN
-121.28
38.61
22
2,938
619
1,501
561
2.7356
96,100
INLAND
-121.63
39.12
32
2,574
425
1,099
391
4.3864
117,500
INLAND
-122.12
39.91
16
4,006
797
2,028
752
2.3929
77,200
INLAND
-122.55
37.59
31
1,331
245
598
225
4.1827
345,500
NEAR OCEAN
-121.94
37.35
52
906
227
1,662
219
3.1667
231,600
<1H OCEAN
-122.23
38.17
45
350
null
225
72
1.8942
216,700
NEAR BAY
-119.55
36.72
6
1,186
234
1,135
218
2.1515
63,900
INLAND
-119.83
36.72
28
60
10
46
13
4.35
67,500
INLAND
-118.08
33.88
27
3,065
736
1,840
719
3.6417
208,100
<1H OCEAN
-118.4
34.13
32
8,262
1,156
2,712
1,125
10.5575
500,001
<1H OCEAN
-118.04
34.05
32
1,252
273
1,337
263
2.6579
156,800
<1H OCEAN
-118.24
33.95
21
1,260
342
1,167
310
0.9708
107,600
<1H OCEAN
-117.88
33.76
17
1,768
474
1,079
436
1.7823
205,300
<1H OCEAN
-117.84
34.11
17
3,499
621
1,911
621
4.8894
191,700
INLAND
-118.29
34.09
39
336
173
586
151
1.8056
262,500
<1H OCEAN
-118.36
34.04
49
995
184
462
194
2.7917
242,000
<1H OCEAN
-118.29
33.92
34
1,374
240
906
248
5.3292
155,500
<1H OCEAN
-117.46
33.93
19
4,780
861
3,043
766
3.7431
132,800
INLAND
-118.89
34.29
28
1,545
371
1,334
318
3.4375
194,100
<1H OCEAN
-118.39
34.02
38
2,447
636
1,312
574
3.5909
279,400
<1H OCEAN
-118.21
34.13
52
2,465
611
1,433
570
3.25
214,200
<1H OCEAN
-121.88
37.34
52
867
232
1,264
227
2.6312
302,900
<1H OCEAN
-122.04
37.38
38
2,850
550
1,518
514
4.2028
273,600
<1H OCEAN
-118.55
34.41
8
21,086
3,945
9,936
3,790
5.8602
265,100
<1H OCEAN
-119.72
34.42
31
1,524
383
1,257
398
2.6019
250,000
NEAR OCEAN
-118.44
34.18
17
1,546
592
2,423
556
2.1977
154,200
<1H OCEAN
-122.42
37.8
50
2,494
731
958
712
3.2356
500,001
NEAR BAY
-118
33.89
35
1,065
176
574
171
5.0384
200,800
<1H OCEAN
-122.08
39.25
52
224
38
120
45
3.017
112,500
INLAND
-122.28
37.86
49
2,932
668
1,361
608
1.9798
147,400
NEAR BAY
-117.88
33.71
20
1,738
509
1,403
411
3.1742
245,000
<1H OCEAN
-121.63
39.76
22
2,598
482
1,151
490
2.8182
109,700
INLAND
-119.33
36.3
12
2,172
352
1,013
354
4.9464
115,600
INLAND
-117.03
34.91
27
2,718
583
1,472
509
2.825
76,600
INLAND
-117.74
33.61
16
2,753
576
857
546
3.7422
229,800
<1H OCEAN
-118.07
33.99
39
552
151
807
168
3.25
153,300
<1H OCEAN
-118.2
34.06
46
453
119
533
132
2.2961
112,500
<1H OCEAN
-122.41
37.64
38
1,204
268
921
247
4.4464
215,400
NEAR OCEAN
-118.41
34.06
43
4,994
1,057
1,830
969
5.5321
500,001
<1H OCEAN
-122.12
37.75
33
1,809
261
808
219
6.86
250,000
NEAR BAY
-119.79
36.83
15
3,356
694
1,232
627
2.2215
72,200
INLAND
-122.33
37.57
20
2,126
643
1,112
597
3.625
283,300
NEAR OCEAN
-117.83
33.68
4
3,226
838
1,666
800
4.1652
184,500
<1H OCEAN
-122.44
37.76
50
2,589
569
945
544
5.2519
376,600
NEAR BAY
-121.85
37.22
21
6,203
798
2,494
800
7.7201
362,700
<1H OCEAN
-122.57
40.61
27
1,540
315
883
321
2.8036
93,400
INLAND
-120.6
37.35
34
1,722
316
904
315
2.4653
66,100
INLAND
-120.51
37.29
20
4,927
1,042
4,205
1,009
1.7679
79,800
INLAND
-117.11
32.75
21
2,127
658
1,812
603
1.6896
100,000
NEAR OCEAN
-120.43
37.32
16
1,170
178
566
181
5.2522
125,300
INLAND
-122.33
40.6
5
6,383
1,206
2,965
1,141
3.8103
111,100
INLAND
-117.2
32.79
29
1,213
null
654
246
4.5987
255,600
NEAR OCEAN
-124.01
40.97
21
1,513
319
943
301
3.538
102,700
<1H OCEAN
-121.86
36.6
33
1,409
307
633
290
3.5568
191,200
<1H OCEAN