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
-118.26
33.94
41
1,510
410
1,408
389
1.65
94,200
<1H OCEAN
-121.26
38.14
10
3,371
665
1,823
654
3.5333
116,800
INLAND
-116.99
33.99
22
4,227
658
1,849
619
4.7356
195,900
INLAND
-117.27
34.12
27
2,896
684
1,514
668
1.462
70,200
INLAND
-121.42
38.48
13
7,880
1,992
4,749
1,882
1.9657
116,000
INLAND
-118.36
33.89
37
1,719
426
1,266
424
3.375
228,000
<1H OCEAN
-118.2
34.11
52
678
173
791
186
4.0625
171,300
<1H OCEAN
-118.4
33.96
44
1,877
314
877
320
6.8197
363,600
<1H OCEAN
-117.15
33.45
4
9,089
1,413
3,886
1,243
4.6904
174,200
<1H OCEAN
-122.12
37.91
34
5,683
755
1,962
723
8.3678
455,300
NEAR BAY
-121.25
38.68
15
1,497
243
730
242
4.9688
135,600
INLAND
-122.31
37.93
36
1,526
256
696
263
3.5089
261,900
NEAR BAY
-118.44
34.29
30
1,632
401
1,357
401
3.1588
160,100
<1H OCEAN
-118.28
34.1
44
2,728
585
1,227
567
4.0602
324,000
<1H OCEAN
-119.74
36.65
19
2,546
463
1,257
418
2.9013
89,500
INLAND
-118.32
33.98
40
1,298
277
791
255
3.2344
104,300
<1H OCEAN
-118.14
34.71
32
1,164
248
588
270
1.1917
86,900
INLAND
-123.16
39.1
31
418
82
327
81
2.775
120,800
<1H OCEAN
-121.99
37.25
22
4,240
532
1,480
514
11.2463
500,001
<1H OCEAN
-122.95
40.67
17
1,498
331
574
242
2.0268
94,200
INLAND
-122.02
38.26
20
3,899
763
2,198
779
3.2061
120,400
INLAND
-122.44
37.79
52
1,817
535
800
487
3.975
500,001
NEAR BAY
-117.22
34.44
5
4,787
910
1,944
806
2.6576
98,500
INLAND
-122.2
37.76
47
1,116
259
826
279
1.75
85,700
NEAR BAY
-122.65
38.11
21
3,891
616
1,968
632
5.5524
279,200
<1H OCEAN
-118.4
34.2
13
4,859
1,293
3,351
1,200
3.6875
211,900
<1H OCEAN
-118.24
33.98
30
861
250
1,062
231
1.75
115,400
<1H OCEAN
-118.42
34.02
26
2,664
842
1,745
789
3.4269
301,900
<1H OCEAN
-117.32
34.09
38
1,585
345
1,347
368
2.375
75,300
INLAND
-122.13
37.89
27
744
214
295
169
2.7411
350,000
NEAR BAY
-122.23
37.75
50
1,542
289
654
268
3.9632
240,000
NEAR BAY
-117.33
34.05
26
613
149
431
130
1.3977
73,100
INLAND
-121.16
38.74
17
3,353
463
1,417
447
5.1721
237,100
INLAND
-116.98
32.71
18
2,355
444
1,277
433
3.4551
121,400
<1H OCEAN
-118.32
33.94
38
1,067
170
499
169
4.6389
183,800
<1H OCEAN
-118.34
34.06
52
1,314
170
629
214
7.1669
500,001
<1H OCEAN
-118.41
33.97
44
2,298
388
849
360
5.5941
363,500
<1H OCEAN
-121.62
39.11
11
3,519
577
1,459
549
4.2792
123,800
INLAND
-118.58
34.06
25
4,440
693
1,560
636
8.8666
500,001
<1H OCEAN
-119.46
36.6
18
1,404
226
754
229
3.9844
118,100
INLAND
-122.26
37.88
52
1,149
255
483
249
4.2788
332,500
NEAR BAY
-118.29
33.98
46
1,118
300
786
254
1.4042
110,000
<1H OCEAN
-118.12
34.06
35
1,729
438
1,308
412
2.5321
197,200
<1H OCEAN
-118.36
34.16
42
2,304
442
862
429
4.3542
417,900
<1H OCEAN
-122.21
37.46
40
1,777
207
577
207
15.0001
500,001
NEAR OCEAN
-118.44
34.05
15
5,368
1,312
2,269
1,232
5.7097
316,700
<1H OCEAN
-121.8
39.64
25
2,202
422
1,109
403
2.8306
87,500
INLAND
-123.02
38.46
52
2,154
499
524
259
2.0556
120,000
NEAR OCEAN
-117.05
33.29
17
1,800
312
891
281
7.0177
267,600
<1H OCEAN
-122.18
38.29
18
1,953
265
658
270
8.0113
393,000
NEAR BAY
-122.51
37.96
39
3,302
684
1,574
653
3.6863
263,800
NEAR BAY
-120.43
34.88
22
2,580
381
1,149
372
5.0113
158,600
<1H OCEAN
-121.41
38.56
17
7,228
1,369
2,455
1,365
5.1385
179,500
INLAND
-118.27
34.05
12
535
328
1,194
365
1.2012
275,000
<1H OCEAN
-121.24
36.33
13
1,642
418
1,534
388
3.1222
125,500
<1H OCEAN
-117.44
33.92
33
2,433
525
1,466
517
3.0437
110,800
INLAND
-118.29
33.93
43
2,021
379
1,051
352
3.3836
129,900
<1H OCEAN
-117.92
33.83
6
3,136
990
1,894
859
2.5564
171,300
<1H OCEAN
-121.7
39.36
46
1,210
243
523
242
1.91
63,900
INLAND
-119.74
36.76
36
912
216
842
219
1.4766
52,800
INLAND
-118.46
34.32
10
5,777
1,112
2,917
1,056
4.1514
194,100
<1H OCEAN
-121.39
38.61
35
2,024
359
786
364
2.4632
156,900
INLAND
-118.26
34.15
18
2,481
756
1,763
675
2.8088
247,500
<1H OCEAN
-118.13
33.78
45
1,016
172
361
163
7.5
434,500
NEAR OCEAN
-118.17
33.77
45
2,508
797
1,340
720
2.6786
191,100
NEAR OCEAN
-121.33
38.28
14
980
171
659
183
4.4306
170,100
INLAND
-117.92
33.68
25
2,017
454
1,024
428
4.4732
245,600
<1H OCEAN
-121.35
38.61
27
3,900
776
1,549
761
2.7788
115,700
INLAND
-123.17
39.15
30
1,904
331
816
325
4.425
161,900
<1H OCEAN
-117.61
34.09
11
2,000
391
1,503
426
4.6167
144,000
INLAND
-117.99
33.89
23
2,111
306
979
288
8.5621
347,800
<1H OCEAN
-120.45
37.79
8
2,687
495
5,087
385
3.1719
115,400
INLAND
-118.34
34.19
47
1,721
343
834
334
4.1923
231,200
<1H OCEAN
-118.37
34.08
22
3,008
938
1,224
816
3.2149
300,000
<1H OCEAN
-122.48
37.64
7
120
21
50
27
12.5
281,000
NEAR OCEAN
-122.27
37.9
42
1,650
274
645
256
5.6228
375,400
NEAR BAY
-122.35
40.57
22
589
97
338
107
3.2639
87,500
INLAND
-121.65
36.77
15
2,191
358
1,150
330
4.7969
227,500
<1H OCEAN
-122.11
38
9
3,424
583
1,460
543
5.76
212,600
NEAR BAY
-121.68
37.98
19
3,388
599
1,707
575
3.6411
162,800
INLAND
-118.26
33.9
38
1,566
318
981
318
4.0234
111,900
<1H OCEAN
-118.2
34.16
31
5,550
881
2,465
862
6.8317
446,100
<1H OCEAN
-118.51
34.2
33
2,327
479
1,166
472
4.2344
262,500
<1H OCEAN
-117.21
32.82
31
2,035
383
866
360
3.8529
212,000
NEAR OCEAN
-122.56
37.95
34
2,677
411
933
410
6.1444
500,001
NEAR OCEAN
-118.11
34.06
30
1,547
436
1,700
410
2.5488
187,500
<1H OCEAN
-117.48
33.94
19
1,891
465
1,693
416
2.7813
112,900
INLAND
-119.34
35.6
33
2,143
488
1,732
509
1.9362
59,000
INLAND
-121.63
37.12
17
1,830
398
1,110
388
2.4821
248,200
<1H OCEAN
-118.21
34.17
24
8,590
1,231
3,401
1,178
8.1325
472,700
<1H OCEAN
-122.44
37.74
23
184
44
118
40
4.5375
350,000
NEAR BAY
-118.35
34.15
35
2,245
393
783
402
4.1544
500,001
<1H OCEAN
-122.24
37.81
52
2,026
482
709
456
3.2727
268,500
NEAR BAY
-118.29
34.26
33
3,177
713
1,845
612
4.008
191,100
<1H OCEAN
-118.33
33.34
52
2,359
591
1,100
431
2.8333
414,700
ISLAND
-114.62
33.62
26
18
3
5
3
0.536
275,000
INLAND
-121
37.64
19
121
41
658
41
0.9573
162,500
INLAND
-121.84
36.52
18
3,165
533
1,312
434
6.5234
357,400
NEAR OCEAN
-122.06
37.63
23
1,939
356
841
364
3.3611
169,200
NEAR BAY
-118.33
34.21
31
3,190
489
1,362
480
6.981
402,900
<1H OCEAN