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
-118.2
33.82
34
2,807
768
2,217
744
2.4286
204,800
NEAR OCEAN
-118.47
34.3
16
2,495
551
2,314
567
3.6736
192,200
<1H OCEAN
-122.7
38.46
29
2,891
459
1,012
441
5.0415
240,200
<1H OCEAN
-118.37
33.82
39
2,794
444
1,319
441
5.878
387,800
<1H OCEAN
-119.22
34.27
30
1,937
295
695
313
5.0679
234,300
NEAR OCEAN
-117.35
34.04
14
2,991
522
1,729
537
3.5139
146,800
INLAND
-118.02
34.06
26
2,929
970
3,792
817
2.2577
173,800
<1H OCEAN
-120.99
39.04
17
2,289
450
1,182
397
2.3696
166,800
INLAND
-118.36
34.1
37
7,097
2,010
2,913
1,939
2.875
300,000
<1H OCEAN
-118.43
34.02
42
1,528
244
634
242
8.1631
500,001
<1H OCEAN
-118.36
33.88
33
2,408
534
1,644
523
4.2454
236,800
<1H OCEAN
-121.95
37.27
17
1,330
271
408
258
1.7171
181,300
<1H OCEAN
-122
37.39
33
2,154
405
1,655
434
5.7962
229,800
<1H OCEAN
-117.49
33.98
17
2,727
462
1,691
448
4.8371
160,600
INLAND
-117.99
33.66
29
1,330
293
613
236
4.6591
353,100
<1H OCEAN
-121.15
38.8
20
2,104
370
745
314
4.1685
217,500
INLAND
-118.25
34.23
41
1,979
496
1,157
459
4.4083
217,700
<1H OCEAN
-121.36
38.02
5
2,229
543
1,010
474
4.1719
206,100
INLAND
-117.68
35.61
9
4,241
832
1,929
742
3.5988
84,500
INLAND
-117.81
34.11
21
3,481
808
1,866
746
3.6201
150,400
INLAND
-122.13
37.67
38
2,012
347
880
332
3.1734
181,600
NEAR BAY
-121.61
38.38
37
1,365
276
952
268
4.037
156,900
INLAND
-118.46
34.2
13
2,926
816
1,867
802
3.5255
202,700
<1H OCEAN
-117.08
32.69
36
1,571
284
1,001
268
3.6875
111,400
NEAR OCEAN
-119.62
36.56
30
1,722
372
1,467
403
1.8878
51,600
INLAND
-122.54
38
28
3,416
826
1,694
800
3.18
277,000
NEAR BAY
-117.93
34.05
32
3,055
623
1,902
565
4.2926
190,700
<1H OCEAN
-122.46
37.51
23
949
151
399
149
5.6286
411,300
NEAR OCEAN
-117.31
32.98
17
2,789
648
849
345
4.1012
244,700
NEAR OCEAN
-121.99
37.31
26
3,285
502
1,443
530
5.7833
339,600
<1H OCEAN
-117.18
32.7
42
1,691
286
761
281
5.1386
404,500
NEAR OCEAN
-118.06
33.99
47
1,588
309
827
292
3.7833
166,100
<1H OCEAN
-121.25
38.72
15
6,838
941
3,166
926
5.2177
162,700
INLAND
-118.31
33.8
31
4,464
991
2,420
947
4.0425
277,900
<1H OCEAN
-122.21
37.37
34
1,476
217
613
223
8.2883
500,001
NEAR OCEAN
-122.42
37.73
35
1,871
342
1,055
310
4.625
279,300
NEAR BAY
-123.25
38.54
27
3,658
764
1,278
518
3.3536
157,500
NEAR OCEAN
-117.77
33.85
13
5,415
827
2,061
714
7.3681
353,100
<1H OCEAN
-121.97
37.96
28
1,433
290
877
313
4.7891
184,800
INLAND
-122.45
37.79
52
1,734
482
731
429
1.4804
425,000
NEAR BAY
-117.22
33.22
16
2,134
643
1,555
560
1.7217
175,000
<1H OCEAN
-117.86
33.73
31
1,115
268
1,369
259
3.5694
150,500
<1H OCEAN
-121.45
38.61
34
438
116
263
100
0.9379
67,500
INLAND
-122.44
37.73
39
1,912
null
970
406
4.7813
275,500
NEAR BAY
-118.5
34.52
3
6,577
1,056
3,032
1,004
5.9263
251,800
INLAND
-121.87
37.26
17
1,051
172
446
173
5.6652
234,500
<1H OCEAN
-120.67
35.48
18
2,339
443
1,097
416
3.3438
176,100
<1H OCEAN
-119.77
36.74
50
1,325
280
811
281
1.8667
62,800
INLAND
-117.96
34.71
32
3,511
646
1,733
510
3.46
123,900
INLAND
-118.57
34.2
36
2,559
469
1,358
445
4.5568
201,500
<1H OCEAN
-117.88
34.11
30
3,082
602
2,008
619
4.1411
182,700
<1H OCEAN
-120.85
37.51
15
1,131
285
728
281
1.5531
93,100
INLAND
-122.44
37.8
52
2,865
593
1,029
577
5.2539
500,001
NEAR BAY
-122.33
37.58
40
2,362
468
992
425
4.7917
359,900
NEAR OCEAN
-118.47
34.01
44
2,017
343
958
382
6.1014
480,100
<1H OCEAN
-117.04
32.81
12
2,880
406
1,381
418
6.5412
254,200
<1H OCEAN
-117.03
32.71
34
2,328
444
1,684
429
3.25
99,600
NEAR OCEAN
-122.43
37.71
52
1,508
278
1,138
304
4.0234
266,500
NEAR BAY
-121.35
38
6
1,649
369
732
350
3.4231
123,800
INLAND
-118.35
34.03
49
2,334
530
1,334
447
1.89
124,000
<1H OCEAN
-117.13
32.92
17
1,481
315
1,002
300
3.6196
163,400
<1H OCEAN
-117.17
34.25
15
4,236
753
703
255
3.5625
165,500
INLAND
-117.01
34.89
26
2,599
498
1,332
443
2.7198
70,400
INLAND
-117.25
34.15
30
1,770
380
990
348
3.3
97,600
INLAND
-117.29
32.81
35
1,878
308
598
257
6.9553
500,001
NEAR OCEAN
-119.12
35.39
13
1,264
202
552
187
4.5903
94,300
INLAND
-122.43
37.43
17
11,999
2,249
5,467
1,989
4.8405
354,300
NEAR OCEAN
-121.89
37.35
43
1,185
296
933
244
2.925
170,800
<1H OCEAN
-122.31
37.56
45
1,792
301
829
318
4.9013
330,100
NEAR OCEAN
-118.06
34.08
34
1,197
260
942
245
3.4202
189,100
<1H OCEAN
-117.89
33.86
28
1,395
398
1,220
362
3.3008
193,800
<1H OCEAN
-116.93
32.81
18
2,447
466
1,573
472
2.6429
125,400
<1H OCEAN
-120.49
37.31
45
1,834
421
1,405
407
2.0521
72,400
INLAND
-122.42
37.76
52
1,190
400
1,270
332
2.0329
225,000
NEAR BAY
-119.56
36.51
9
3,860
809
2,157
770
2.5033
70,100
INLAND
-122.01
37.4
14
4,841
1,130
813
517
3.7614
137,500
<1H OCEAN
-118.94
34.18
24
3,689
585
1,898
581
5.9224
239,400
<1H OCEAN
-121.61
39.13
21
1,432
328
933
336
1.6823
83,800
INLAND
-117.66
34.07
33
2,081
409
1,008
375
2.587
138,100
INLAND
-118.2
33.97
28
2,474
702
2,830
694
2.754
166,200
<1H OCEAN
-118.11
33.82
37
1,756
345
836
335
4.375
218,200
<1H OCEAN
-120.67
35.62
6
12,779
2,441
6,085
2,157
3.8661
168,100
<1H OCEAN
-122.17
37.78
42
1,524
260
651
267
3.6875
157,300
NEAR BAY
-122.44
37.7
6
3,523
664
1,705
608
4.9318
258,100
NEAR OCEAN
-119.79
36.85
11
2,596
619
1,765
539
1.9511
54,000
INLAND
-121.52
37.75
18
1,544
272
825
286
4.3229
327,300
INLAND
-117.24
33.2
25
1,631
415
1,045
386
2.4505
147,500
<1H OCEAN
-119.17
34.19
28
1,444
508
2,145
437
1.6964
175,000
NEAR OCEAN
-122.3
37.88
45
453
146
749
137
1.475
187,500
NEAR BAY
-119.78
34.44
28
2,864
495
1,364
482
4.835
353,400
NEAR OCEAN
-121.76
41.5
31
602
153
112
47
1.0667
34,200
INLAND
-118.35
34.18
46
2,711
491
1,277
490
4.282
224,700
<1H OCEAN
-118.39
34.01
35
4,424
918
2,101
888
3.9688
355,100
<1H OCEAN
-119.54
38.51
14
1,250
272
721
234
2.35
95,700
INLAND
-122.42
37.78
52
1,254
469
895
456
2.1516
187,500
NEAR BAY
-117.09
32.61
21
1,945
430
1,335
419
3.6467
113,000
NEAR OCEAN
-118.27
33.91
42
1,786
358
1,318
373
2.625
101,100
<1H OCEAN
-121.9
36.6
39
1,629
423
804
386
2.4663
236,500
NEAR OCEAN
-118.37
34.12
34
2,821
399
843
391
11.615
500,001
<1H OCEAN
-117.16
33.61
3
2,744
428
1,223
366
4.7944
215,300
<1H OCEAN