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
-118.45
34.04
22
3,319
1,045
1,848
940
3.6673
283,300
<1H OCEAN
-122.01
37.35
16
3,716
916
1,551
759
4.5
323,600
<1H OCEAN
-120.72
38.38
9
1,787
347
806
306
2.525
157,200
INLAND
-117.08
33.03
10
2,296
450
818
405
4.3424
160,600
<1H OCEAN
-121.66
39.09
27
2,098
372
1,090
333
4.45
96,200
INLAND
-118.43
34.05
22
4,251
1,073
1,581
881
5.2555
500,001
<1H OCEAN
-121.48
38.57
52
567
193
272
187
1.625
187,500
INLAND
-121.98
37.8
16
2,498
330
1,027
343
8.155
343,700
<1H OCEAN
-118.27
33.96
38
977
295
1,073
292
1.0208
86,400
<1H OCEAN
-122.46
37.79
52
2,059
416
999
402
3.7419
500,001
NEAR BAY
-122.17
37.73
46
2,163
470
925
435
3.25
177,500
NEAR BAY
-122.14
37.73
43
2,264
390
931
368
3.8125
235,100
NEAR BAY
-118.33
34.1
30
5,293
2,446
4,123
2,127
1.51
187,500
<1H OCEAN
-122.21
37.47
26
1,777
555
1,966
497
3.0472
211,000
NEAR OCEAN
-117.71
33.51
11
2,198
252
883
281
13.1477
487,000
<1H OCEAN
-121.44
38.43
3
39,320
6,210
16,305
5,358
4.9516
153,700
INLAND
-122.4
37.75
26
54
9
23
9
6.1359
225,000
NEAR BAY
-118.09
33.82
36
2,219
393
1,042
396
5.2299
239,800
<1H OCEAN
-121.31
37.96
48
1,112
227
583
216
2.3393
77,600
INLAND
-118.85
35.23
26
1,639
352
1,222
395
1.7656
68,000
INLAND
-118.21
33.81
40
1,815
428
1,807
413
3.0882
160,700
NEAR OCEAN
-118.31
34.04
29
2,038
578
2,070
570
2.0658
214,600
<1H OCEAN
-117.16
33.57
2
20,391
3,245
7,132
2,716
3.9443
187,300
<1H OCEAN
-118.35
34.22
19
9,259
1,653
3,963
1,595
5.997
228,700
<1H OCEAN
-122.17
37.74
46
769
183
693
178
2.25
84,200
NEAR BAY
-122.4
37.72
47
1,465
306
1,119
315
4.2672
219,400
NEAR BAY
-121.27
37.96
41
461
101
382
79
1.275
54,000
INLAND
-121.9
37.1
23
1,708
287
670
238
6.4517
356,600
<1H OCEAN
-118.07
33.8
22
1,391
338
810
295
3.8792
218,200
<1H OCEAN
-117.06
32.58
11
2,879
679
2,098
673
3.5125
142,400
NEAR OCEAN
-122.23
37.47
39
5,264
1,259
3,057
1,265
3.623
276,600
NEAR OCEAN
-121.36
37.99
8
1,801
380
684
350
4.2589
134,900
INLAND
-121.67
37.13
19
3,269
483
1,383
452
5.6205
300,800
<1H OCEAN
-117.08
32.76
18
1,704
596
1,639
548
1.7391
125,000
NEAR OCEAN
-117.19
32.82
35
1,074
180
442
173
5.253
204,000
NEAR OCEAN
-118.13
33.82
36
665
114
273
112
3.7321
223,700
<1H OCEAN
-120.89
37.59
33
1,016
206
617
209
2.151
195,800
INLAND
-118.17
33.86
10
1,664
508
1,369
493
2.9886
175,000
<1H OCEAN
-121.95
37.54
29
3,517
645
1,724
585
4.6641
248,900
<1H OCEAN
-122.28
37.87
52
1,813
353
828
339
3.5625
191,700
NEAR BAY
-122.13
37.7
21
4,124
1,054
2,162
998
2.6321
223,100
NEAR BAY
-118.13
33.79
36
1,245
211
508
221
5.3441
480,600
NEAR OCEAN
-118.19
34.06
37
1,715
456
2,052
440
2.3125
116,100
<1H OCEAN
-117.9
33.8
22
2,964
829
2,639
771
2.4833
157,500
<1H OCEAN
-122.06
37.64
37
1,468
304
1,038
282
4.1652
158,200
NEAR BAY
-118.48
34.15
31
2,536
429
990
424
5.4591
495,500
<1H OCEAN
-117.71
33.49
5
1,680
254
617
231
8.583
397,700
<1H OCEAN
-117.84
33.98
26
3,638
557
1,993
593
6.1076
221,200
<1H OCEAN
-121.81
39.71
18
1,222
250
708
281
2.0288
116,700
INLAND
-121.14
38.82
22
1,816
278
832
278
5.07
233,000
INLAND
-122.26
38.11
52
1,560
353
670
287
1.7411
98,400
NEAR BAY
-122.08
37.88
26
2,947
null
825
626
2.933
85,000
NEAR BAY
-122.09
37.35
30
1,502
186
501
180
10.0259
500,001
NEAR BAY
-121.43
38.64
34
2,010
411
1,501
422
2.0417
65,900
INLAND
-121.53
38.57
34
3,395
592
1,518
627
4.0833
118,500
INLAND
-119.19
34.2
36
1,293
312
1,128
335
2.1542
253,900
NEAR OCEAN
-118.19
34.21
41
1,602
228
680
225
6.553
500,001
<1H OCEAN
-119.77
36.74
20
1,855
519
1,091
443
1.5547
93,900
INLAND
-119.79
36.73
52
112
28
193
40
1.975
47,500
INLAND
-118.19
34.13
50
1,309
302
883
293
3.1287
198,000
<1H OCEAN
-122.43
37.77
52
2,685
629
1,170
614
3.6894
418,800
NEAR BAY
-121.47
38.58
52
2,035
483
904
459
2.6976
109,300
INLAND
-122.06
37.33
23
4,507
751
2,167
722
7.0102
500,001
<1H OCEAN
-118.24
34.16
40
2,549
591
1,156
546
3.3333
374,300
<1H OCEAN
-118.28
33.97
34
2,771
802
2,782
715
1.6652
99,000
<1H OCEAN
-121.88
37.37
3
4,430
841
2,559
801
6.0959
272,700
<1H OCEAN
-118.43
34.03
36
1,552
388
867
352
3.6467
346,700
<1H OCEAN
-117.08
32.77
25
3,911
849
1,580
767
2.7778
184,100
NEAR OCEAN
-122.02
37.38
32
1,889
487
1,321
508
3.2574
254,400
<1H OCEAN
-122.55
37.79
32
2,131
625
1,229
572
2.9201
322,200
NEAR OCEAN
-122.39
37.58
36
6,026
852
2,314
892
7.8997
500,001
NEAR OCEAN
-118.19
33.95
42
1,651
463
1,559
436
2.3882
148,100
<1H OCEAN
-118.13
33.96
36
1,933
341
958
335
4.4732
266,000
<1H OCEAN
-124.17
40.8
52
1,557
344
758
319
1.8529
62,500
NEAR OCEAN
-119.24
35.77
28
1,737
521
1,764
514
1.7813
67,800
INLAND
-116.93
32.83
21
1,283
278
684
289
2.3203
163,500
<1H OCEAN
-117.65
34.11
29
2,927
634
1,710
623
3.6219
176,600
INLAND
-122
37.98
32
1,013
169
436
173
5.1118
226,900
INLAND
-118.32
33.99
48
1,260
284
791
280
2.1875
115,200
<1H OCEAN
-121.41
36.84
23
1,771
356
1,105
338
3.7049
192,200
INLAND
-118.03
33.96
37
1,180
256
614
242
3.117
164,600
<1H OCEAN
-118.24
33.97
41
1,182
346
1,644
346
2.1473
115,100
<1H OCEAN
-118.31
33.94
40
1,917
438
1,021
383
2.2448
175,000
<1H OCEAN
-117.69
33.51
4
1,223
275
505
244
4.6607
173,000
<1H OCEAN
-118.18
34.2
44
1,473
250
668
239
8.72
415,900
<1H OCEAN
-117.34
33.21
23
2,062
376
1,302
379
4.0109
145,700
NEAR OCEAN
-118.27
34.01
35
1,193
355
1,784
341
1.8652
116,100
<1H OCEAN
-118.31
33.93
35
1,580
266
926
282
5.0653
158,000
<1H OCEAN
-117.25
33.39
22
2,699
543
1,425
491
2.375
137,300
<1H OCEAN
-118.28
33.79
36
1,989
458
1,668
455
3.3009
168,000
<1H OCEAN
-118.12
34.11
48
2,124
319
785
319
5.2131
359,600
<1H OCEAN
-118.19
34.14
38
1,826
300
793
297
5.2962
291,500
<1H OCEAN
-117.29
35.54
35
7,922
1,636
3,431
1,329
3.4145
40,400
INLAND
-120.84
35.37
34
3,279
714
1,397
646
2.5552
200,000
NEAR OCEAN
-117.31
34.15
34
2,037
385
1,195
391
3.9231
96,000
INLAND
-118.38
34.11
38
2,601
523
870
474
7.1134
416,700
<1H OCEAN
-122
37.95
9
2,214
256
848
239
6.8145
339,200
INLAND
-122.14
37.45
48
2,074
297
700
279
8.7051
500,001
NEAR BAY
-120.74
37.33
30
2,390
470
1,409
428
2.1484
81,300
INLAND
-118.02
33.77
33
2,683
436
1,520
456
5.0091
211,500
<1H OCEAN