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
-118.33
33.97
44
2,526
579
1,423
573
2.5363
158,800
<1H OCEAN
-119.63
36.64
33
1,036
181
620
174
3.4107
110,400
INLAND
-121.53
39.53
35
1,806
293
683
295
4.5156
91,200
INLAND
-118.86
34.22
26
1,775
295
1,004
323
5.5845
251,700
<1H OCEAN
-117.27
33.93
2
337
55
115
49
3.1042
164,800
INLAND
-118.19
34.04
43
1,682
422
1,706
409
2.1029
153,300
<1H OCEAN
-117.06
33.13
12
8,742
2,114
4,854
1,957
2.8015
143,500
<1H OCEAN
-122.45
37.76
52
1,457
292
621
315
4.6477
450,000
NEAR BAY
-122.27
38.04
47
1,685
405
835
372
2.3103
134,500
NEAR BAY
-117.02
32.84
17
4,013
673
2,263
661
5.131
148,300
<1H OCEAN
-120.84
37.07
24
1,520
335
882
306
2.2019
100,000
INLAND
-121.82
39.76
23
6,010
1,116
2,710
1,149
3.0068
107,300
INLAND
-122.92
38.97
20
2,067
384
904
333
2.9934
134,200
<1H OCEAN
-118.26
33.8
41
2,004
481
1,658
456
3.1779
171,100
<1H OCEAN
-118.4
33.93
35
2,217
447
1,000
450
4.7319
376,100
<1H OCEAN
-118.36
33.94
39
1,390
410
1,666
371
3.3056
156,800
<1H OCEAN
-116.76
32.74
14
4,085
751
2,129
688
4.7367
214,500
<1H OCEAN
-119.76
36.72
24
1,240
265
1,035
232
2.875
60,600
INLAND
-118.59
34.11
35
2,396
472
1,054
457
6.4504
407,000
<1H OCEAN
-118.27
34.05
52
1,292
864
2,081
724
0.9563
275,000
<1H OCEAN
-117.93
33.83
32
1,792
411
1,131
381
2.4942
186,300
<1H OCEAN
-118.29
33.73
30
3,161
null
1,865
771
2.7139
231,700
NEAR OCEAN
-117.55
34.25
39
1,578
317
872
322
4.555
153,100
INLAND
-118.12
33.81
37
1,798
331
860
340
4.2143
228,500
<1H OCEAN
-117.8
33.72
16
2,617
506
1,317
511
4.821
201,400
<1H OCEAN
-120.93
38.65
12
2,213
384
1,097
351
4.5568
170,100
INLAND
-121.53
38.51
20
6,132
1,324
2,595
1,174
3.1607
178,900
INLAND
-118.25
34.15
20
3,960
1,027
1,729
978
3.0441
193,800
<1H OCEAN
-121.81
37.31
15
1,898
395
1,527
381
4.4792
212,500
<1H OCEAN
-121.3
38.63
31
1,817
372
992
339
3.0972
150,000
INLAND
-122.3
37.97
30
4,030
772
1,777
718
3.6393
184,000
NEAR BAY
-122.05
37.11
39
1,065
248
497
208
4.5972
146,300
NEAR OCEAN
-118.16
33.88
18
2,287
662
1,804
537
1.9903
170,300
<1H OCEAN
-122.41
37.76
52
3,452
784
2,987
753
2.8135
260,300
NEAR BAY
-122.24
38.01
16
2,084
315
1,154
307
6.0102
235,600
NEAR BAY
-117.6
34.02
16
2,103
348
1,305
356
5.2849
160,400
INLAND
-122.52
38.7
26
102
17
43
13
0.536
87,500
INLAND
-118.9
34.2
16
6,510
817
2,304
778
7.9943
452,100
<1H OCEAN
-121.8
37.19
45
1,797
303
870
281
4.5417
434,500
<1H OCEAN
-122.18
37.89
18
4,845
735
1,634
734
8.1489
499,000
NEAR BAY
-118.31
34.02
46
2,217
489
1,227
448
1.6851
108,800
<1H OCEAN
-118.45
34.15
20
3,876
799
1,334
753
4.5656
478,400
<1H OCEAN
-121.93
37.72
26
3,816
637
1,935
642
4.4697
221,300
<1H OCEAN
-117.41
33.95
37
1,462
257
849
287
3.0542
123,900
INLAND
-118.86
34.2
32
2,399
384
1,199
390
4.125
264,600
<1H OCEAN
-117.93
33.93
33
1,626
378
1,062
356
2.1944
139,600
<1H OCEAN
-122.32
37.56
44
537
173
355
194
2.8571
250,000
NEAR OCEAN
-120.85
35.38
27
3,493
909
1,481
666
2.3075
184,200
NEAR OCEAN
-117.1
32.7
28
633
137
525
170
3.6042
95,600
NEAR OCEAN
-122.07
37.96
37
1,217
199
552
194
5.0445
196,200
NEAR BAY
-117.87
35.73
13
2,566
449
1,181
414
4.1518
91,800
INLAND
-118.39
34.07
33
5,301
1,281
2,243
1,159
4.2386
500,001
<1H OCEAN
-117.19
32.77
16
3,273
670
1,305
671
4.1368
151,000
NEAR OCEAN
-119.22
34.18
17
3,332
762
1,797
673
4.4292
231,200
NEAR OCEAN
-121.86
38
4
4,075
927
2,239
849
3.5857
165,200
INLAND
-117.43
33.81
13
4,770
718
1,985
662
4.2273
295,200
INLAND
-117.23
33.1
4
1,862
291
685
248
7.745
237,400
NEAR OCEAN
-122.47
37.73
52
2,134
277
936
285
5.9245
484,600
NEAR OCEAN
-121.96
37.34
37
663
127
293
132
3.7813
247,800
<1H OCEAN
-119.8
36.76
52
1,853
437
764
390
1.6429
69,200
INLAND
-122.65
38.46
14
2,096
420
926
397
4.0647
187,800
<1H OCEAN
-122.23
37.77
52
772
179
409
160
3.3214
189,600
NEAR BAY
-117.65
34.08
38
2,750
572
1,410
483
3.3836
144,900
INLAND
-122.3
37.56
37
1,962
367
1,267
382
4.7344
271,800
NEAR OCEAN
-117.7
33.92
4
8,301
1,333
3,941
1,236
6.2141
252,200
<1H OCEAN
-121.99
37.27
17
1,527
267
775
260
5.9658
278,000
<1H OCEAN
-118.28
34.11
38
4,453
1,156
1,830
1,099
3.6181
495,600
<1H OCEAN
-122.01
37.55
34
2,791
495
1,276
468
4.9167
256,300
NEAR BAY
-118.42
34.01
42
1,594
369
952
362
3.099
335,400
<1H OCEAN
-117.05
32.95
17
4,814
1,091
3,013
1,078
3.2369
167,800
<1H OCEAN
-118.01
33.9
26
2,968
674
1,655
628
4.6094
201,000
<1H OCEAN
-117.92
33.75
23
893
223
1,149
216
2.6442
156,300
<1H OCEAN
-122.13
37.43
40
3,454
648
1,498
647
5.2114
438,400
NEAR BAY
-122.19
37.83
29
1,791
271
661
269
6.8538
368,900
NEAR BAY
-117.96
33.7
23
4,417
740
1,865
693
5.3428
279,300
<1H OCEAN
-121.83
37.99
18
2,741
449
1,507
460
4.7566
142,500
INLAND
-117.95
33.78
9
3,553
1,035
2,017
986
2.9726
133,800
<1H OCEAN
-117.7
34.06
25
2,054
609
2,271
564
2.3049
150,000
INLAND
-119.64
36.32
32
2,205
523
1,772
479
1.3569
43,100
INLAND
-121.89
37.42
26
40
8
52
7
7.7197
225,000
<1H OCEAN
-122.44
37.76
52
2,110
454
816
438
3.9079
370,000
NEAR BAY
-117.92
33.81
34
988
173
759
184
5.6047
205,100
<1H OCEAN
-119.75
34.45
6
2,864
null
1,404
603
5.5073
263,800
NEAR OCEAN
-118.11
33.73
32
1,258
333
645
334
5.0476
500,001
NEAR OCEAN
-122.22
37.79
52
3,424
690
2,273
685
3.9048
164,700
NEAR BAY
-117.17
32.73
52
55
18
65
22
1.6591
112,500
NEAR OCEAN
-122.01
38.36
15
1,176
166
485
171
5.9441
228,200
INLAND
-117.25
32.77
32
2,021
524
973
485
3.18
362,500
NEAR OCEAN
-119.74
36.73
34
1,254
272
1,056
279
2.3269
50,800
INLAND
-118.14
33.89
37
1,159
238
740
243
4.9107
179,600
<1H OCEAN
-117.19
32.86
18
4,231
728
2,030
720
6.1805
272,400
NEAR OCEAN
-120.69
35.28
26
4,225
886
1,795
704
2.2847
247,000
NEAR OCEAN
-118.27
34.02
21
1,314
375
1,505
366
2.319
97,200
<1H OCEAN
-117.91
33.61
27
1,797
343
435
203
5.9196
500,001
<1H OCEAN
-117.39
33.98
37
2,337
452
948
437
3.145
169,100
INLAND
-122.62
38.24
19
1,687
253
893
257
6.204
201,800
<1H OCEAN
-118.24
34.14
9
4,877
1,488
4,486
1,458
2.4421
222,100
<1H OCEAN
-119.69
36.85
20
2,655
432
1,081
379
4.5398
143,100
INLAND
-117.96
33.69
17
2,500
343
1,242
368
7.7313
316,700
<1H OCEAN
-117.93
33.74
15
1,206
282
677
270
3.9219
142,600
<1H OCEAN