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
-117.98
34.04
34
2,547
537
2,108
498
3.4722
154,600
<1H OCEAN
-118.45
33.99
52
1,010
244
573
242
4.1861
363,200
<1H OCEAN
-118.35
33.98
33
1,884
477
1,518
449
3.1194
152,800
<1H OCEAN
-118.14
33.76
52
2,677
642
1,144
624
4.3889
378,000
NEAR OCEAN
-118.32
33.79
32
2,381
467
1,264
488
4.1477
315,100
<1H OCEAN
-122.56
37.91
52
1,972
327
755
345
7.1924
500,001
NEAR BAY
-118.17
33.97
33
2,410
641
2,106
593
2.2422
168,200
<1H OCEAN
-117.08
33.82
6
1,771
293
935
279
4.065
148,200
INLAND
-119.74
36.83
14
4,675
829
2,235
787
4.1098
108,200
INLAND
-121.34
38.55
11
2,838
498
1,701
504
4.1447
114,000
INLAND
-117.77
33.53
46
1,033
223
462
224
3.2708
384,700
<1H OCEAN
-121.34
38.44
14
3,205
465
1,439
456
5.7452
240,900
INLAND
-117.93
33.85
33
2,489
546
1,857
444
2.9474
178,400
<1H OCEAN
-117.73
34.06
51
498
115
368
112
1.4063
98,800
INLAND
-118
34.14
31
1,298
431
1,131
425
1.0548
178,100
INLAND
-117.27
32.82
35
2,908
595
1,068
529
4.1793
500,001
NEAR OCEAN
-118.28
33.92
39
1,472
302
1,036
318
3
110,000
<1H OCEAN
-119.73
36.52
20
1,741
331
1,466
289
2.5921
94,200
INLAND
-122.28
38.29
23
1,398
388
1,112
406
2.2366
140,200
NEAR BAY
-118.4
34.02
19
7,297
2,331
3,870
2,144
3.116
300,000
<1H OCEAN
-122.3
37.53
43
1,748
366
984
371
4.5116
337,800
NEAR OCEAN
-117.85
33.79
52
2,102
403
898
365
3.6827
236,800
<1H OCEAN
-121.14
40.29
17
1,944
394
384
172
1.6875
111,500
INLAND
-118.09
34.71
5
5,807
1,182
2,602
1,007
2.4012
159,400
INLAND
-118.28
33.82
26
4,586
1,042
3,680
1,027
4.174
205,100
<1H OCEAN
-118.5
34.02
24
2,924
1,013
1,492
943
2.775
291,700
<1H OCEAN
-122.14
37.76
34
1,513
231
545
211
5.5701
252,800
NEAR BAY
-117.82
33.77
32
2,308
301
967
320
7.0565
324,600
<1H OCEAN
-118.17
34.02
39
759
215
883
226
2.125
143,800
<1H OCEAN
-117.26
32.81
37
1,616
421
650
395
2.92
326,500
NEAR OCEAN
-117.95
33.84
18
3,418
815
1,961
773
3.65
171,400
<1H OCEAN
-118.92
36.04
28
1,148
233
521
212
2.9208
98,500
INLAND
-121.18
37.64
43
1,244
209
611
197
2.875
187,500
INLAND
-121.86
37.25
16
6,958
1,300
2,965
1,217
4.2885
262,400
<1H OCEAN
-122.41
37.61
42
1,602
262
705
255
5.7398
336,400
NEAR OCEAN
-116.43
33.78
17
4,293
712
1,091
464
6.1437
232,100
INLAND
-122.06
37.63
12
6,711
1,374
3,388
1,289
3.8625
208,900
NEAR BAY
-118.44
34.23
36
1,730
387
1,099
353
4.0368
183,100
<1H OCEAN
-119.9
36.2
43
187
38
106
40
1.875
137,500
INLAND
-117.05
33.01
17
3,430
425
1,468
433
10.6186
429,300
<1H OCEAN
-122.04
38.25
32
1,203
287
571
255
3.0938
110,400
INLAND
-121.56
38.58
32
2,070
561
2,046
523
1.9426
82,300
INLAND
-122.24
37.81
52
2,485
313
953
327
6.8591
352,400
NEAR BAY
-121.92
36.62
52
1,001
191
425
184
3.7614
241,700
NEAR OCEAN
-122.46
37.64
17
3,523
669
2,150
666
4.5938
251,200
NEAR OCEAN
-121.89
37.34
20
1,106
494
851
448
0.8894
350,000
<1H OCEAN
-117.89
33.88
33
1,582
256
771
240
5.3836
229,600
<1H OCEAN
-117.13
32.7
42
1,210
292
945
258
0.8991
78,900
NEAR OCEAN
-119.02
35.42
42
2,271
458
1,124
447
2.7583
64,900
INLAND
-118.16
34.11
31
5,715
1,154
2,639
1,079
4.1661
364,400
<1H OCEAN
-121.37
38.63
37
494
86
253
99
4.8194
141,100
INLAND
-119.78
36.71
35
1,987
394
1,233
383
1.3587
45,300
INLAND
-122.75
38.48
4
6,487
1,112
2,958
1,131
4.5417
197,400
<1H OCEAN
-118.45
34.32
23
3,481
641
1,952
682
4.26
189,400
<1H OCEAN
-121.37
38.59
36
2,388
369
838
356
4.775
194,100
INLAND
-122.25
37.5
44
348
79
154
73
4.7708
253,800
NEAR OCEAN
-117.88
33.78
26
3,141
670
1,572
724
3.3472
237,400
<1H OCEAN
-121.28
38.13
32
3,366
676
1,916
697
2.5401
125,400
INLAND
-117.2
32.77
31
1,952
471
936
462
2.8621
196,900
NEAR OCEAN
-118.1
33.81
36
1,962
325
786
315
5.62
239,600
<1H OCEAN
-118.3
34.05
51
1,005
314
1,227
306
2.4297
162,500
<1H OCEAN
-117.25
32.73
38
1,840
291
633
283
4.9125
383,600
NEAR OCEAN
-118.16
34.02
41
1,256
391
1,511
381
1.7981
166,000
<1H OCEAN
-117.27
33.19
8
973
289
663
209
2.724
139,300
NEAR OCEAN
-118.12
33.84
37
1,242
221
565
213
4.1094
215,800
<1H OCEAN
-117.86
33.73
23
407
108
647
96
3.775
177,400
<1H OCEAN
-118.35
34.07
45
3,312
880
1,157
809
3.5719
500,001
<1H OCEAN
-116.97
33.93
29
2,793
722
1,583
626
1.424
73,200
INLAND
-121.45
38.54
48
3,421
734
1,441
727
1.9485
86,600
INLAND
-118.32
33.97
52
1,778
320
795
279
3.5114
138,800
<1H OCEAN
-118.43
34.16
40
1,134
184
452
187
4.569
333,900
<1H OCEAN
-117.25
33.21
9
1,944
488
1,992
453
2.066
127,200
<1H OCEAN
-118.35
34.08
52
1,003
200
514
204
3.8472
395,700
<1H OCEAN
-121.19
40.23
10
1,572
232
247
104
5.8453
193,800
INLAND
-123.26
41.86
25
2,344
532
1,117
424
2.7222
64,600
INLAND
-118.32
34.03
50
1,845
349
1,109
335
2.8971
127,800
<1H OCEAN
-122.65
38.4
21
1,059
150
400
154
6.8586
343,100
<1H OCEAN
-118.01
33.82
10
3,897
893
1,992
693
4.1591
192,300
<1H OCEAN
-118.17
34.19
45
1,790
316
1,035
312
4.0985
173,100
<1H OCEAN
-118.94
35.38
26
4,800
831
2,365
743
3.7533
87,000
INLAND
-121.87
37.42
25
4,430
729
2,685
721
5.6965
261,100
<1H OCEAN
-116.43
33.75
24
2,596
438
473
237
3.7727
500,001
INLAND
-117.18
32.8
10
3,821
631
1,605
609
5.5454
217,100
NEAR OCEAN
-121.97
37.52
26
3,761
623
1,776
613
4.5317
232,600
<1H OCEAN
-117.84
33.78
24
3,817
787
1,656
713
4.25
248,000
<1H OCEAN
-121.98
37.37
36
1,651
344
1,062
331
4.575
215,400
<1H OCEAN
-122.01
36.97
43
2,162
509
1,208
464
2.5417
260,900
NEAR OCEAN
-122.07
37.65
31
3,300
790
2,181
740
3.016
161,800
NEAR BAY
-117.29
34.57
22
1,054
239
428
239
1.2548
68,300
INLAND
-118.36
34.03
40
2,323
661
1,847
614
1.8316
113,500
<1H OCEAN
-117.21
32.85
26
2,012
315
872
335
5.4067
277,500
NEAR OCEAN
-118.32
33.91
35
881
159
605
170
3.6654
184,500
<1H OCEAN
-118.33
34.02
45
1,667
399
928
375
1.8783
118,200
<1H OCEAN
-118.71
34.3
23
1,983
280
978
287
6.3199
236,700
<1H OCEAN
-117.14
32.76
35
1,785
493
965
506
2.0792
160,000
NEAR OCEAN
-121.47
38.56
52
889
162
273
145
3.125
85,600
INLAND
-117.33
34.17
13
3,616
665
2,189
620
3.7949
106,300
INLAND
-117.32
33.96
19
3,216
666
1,363
629
3.7585
144,500
INLAND
-119.41
36.35
20
1,743
340
1,390
336
2.2222
52,900
INLAND
-121.48
38.56
52
814
216
327
181
2.8542
125,000
INLAND