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
-117.37
34.59
39
8,193
1,747
6,852
1,597
2.3832
35,000
INLAND
-118.23
34.22
37
1,376
237
618
226
5.9771
431,800
<1H OCEAN
-117.9
33.6
25
2,465
585
906
472
3.6538
500,001
<1H OCEAN
-120.17
39.32
14
2,421
489
1,000
354
3.5652
119,800
INLAND
-117.13
32.72
19
1,341
435
1,048
360
1.975
117,900
NEAR OCEAN
-118.75
34.28
22
3,844
537
1,665
492
6.2059
239,900
<1H OCEAN
-118.27
33.79
39
1,417
359
1,450
367
2.8462
172,000
<1H OCEAN
-118.48
34.07
37
4,042
549
1,318
542
12.8665
500,001
<1H OCEAN
-118.23
35.48
17
2,354
514
775
380
1.8369
59,400
INLAND
-118.09
33.96
20
1,911
472
1,407
465
2.7647
163,000
<1H OCEAN
-118.42
34.06
40
2,933
565
1,077
536
6.1527
500,001
<1H OCEAN
-119.79
34.4
20
3,104
415
1,061
380
9.6885
500,001
NEAR OCEAN
-117.24
33.34
17
2,866
442
1,354
431
4.5764
257,300
<1H OCEAN
-118.01
33.91
32
2,722
571
2,541
462
4.2305
221,400
<1H OCEAN
-118.37
34.05
41
2,369
544
1,252
522
2.9883
296,100
<1H OCEAN
-117.78
33.68
15
1,834
330
841
309
6.0634
234,300
<1H OCEAN
-122.09
37.41
18
1,476
473
838
415
3.575
274,000
NEAR BAY
-118.27
33.92
35
1,818
374
1,444
372
2.745
106,800
<1H OCEAN
-118.11
34.12
48
2,476
313
900
303
10.6767
500,001
<1H OCEAN
-117.03
32.61
22
1,028
148
523
152
6.0086
166,900
NEAR OCEAN
-117.92
33.79
35
1,785
288
1,033
297
4.5739
190,500
<1H OCEAN
-117.27
32.99
21
3,318
578
1,273
538
5.5922
382,100
NEAR OCEAN
-118.22
33.92
32
1,263
333
1,789
346
1.9957
89,300
<1H OCEAN
-119.38
36.54
33
2,465
536
2,030
522
1.5223
51,800
INLAND
-117.17
32.8
20
2,827
554
1,822
536
3.4706
157,600
NEAR OCEAN
-118.7
35.82
20
4,642
1,300
658
247
2.3937
82,100
INLAND
-121.38
37.88
44
1,158
226
1,094
224
2.6842
156,300
INLAND
-116.95
32.73
17
1,635
272
960
279
5.2671
157,100
<1H OCEAN
-122.11
37.41
27
5,110
1,599
2,764
1,482
3.4198
351,900
NEAR BAY
-118.28
34.02
46
1,098
426
1,510
374
2.1382
156,300
<1H OCEAN
-118.12
34.16
52
2,218
437
1,211
422
5.0237
241,900
<1H OCEAN
-122.43
37.72
52
3,351
719
2,101
706
3.0107
242,000
NEAR BAY
-118.51
34.24
31
5,297
664
1,986
657
8.6454
483,500
<1H OCEAN
-119.33
36.31
17
2,401
409
1,100
409
4.0577
107,300
INLAND
-117.26
33.08
12
5,080
814
1,958
716
5.3905
299,600
NEAR OCEAN
-121.96
37.76
8
3,865
463
1,548
432
9.7037
425,100
<1H OCEAN
-122.02
37.54
31
1,240
264
719
236
3.535
210,300
NEAR BAY
-118.1
34.12
49
3,783
579
1,601
539
6.3013
500,001
<1H OCEAN
-117.61
34.08
12
4,427
null
2,400
843
4.7147
158,700
INLAND
-118.47
34.15
43
804
117
267
110
8.2269
500,001
<1H OCEAN
-117.15
32.8
27
1,937
537
1,211
482
2.75
87,500
NEAR OCEAN
-121.4
38.62
28
3,671
886
1,733
820
2.2292
113,200
INLAND
-122.74
38.44
23
2,819
612
1,644
546
2.6576
147,900
<1H OCEAN
-122.49
38.27
8
5,092
988
1,657
936
3.5625
213,200
NEAR BAY
-120.04
39.24
30
2,369
469
510
213
2.65
123,800
INLAND
-122.27
37.74
28
6,909
1,554
2,974
1,484
3.6875
353,900
NEAR BAY
-119.17
34.17
42
1,411
300
1,295
339
2.6667
164,900
NEAR OCEAN
-121.88
37.44
20
1,351
372
1,427
394
4.4712
144,000
<1H OCEAN
-122.08
37.04
34
2,800
577
1,353
512
4.1161
220,900
NEAR OCEAN
-122.29
38
16
4,986
1,081
2,805
1,016
4.025
173,200
NEAR BAY
-118.09
33.9
37
1,112
222
771
224
4.2132
164,600
<1H OCEAN
-117.92
33.87
36
1,125
285
966
257
2.8438
162,500
<1H OCEAN
-122.88
38.34
20
3,404
628
1,641
585
5.0574
276,200
<1H OCEAN
-122.24
37.79
43
1,626
376
1,284
357
2.2542
112,200
NEAR BAY
-118.32
33.92
35
1,281
219
710
184
4.8304
152,800
<1H OCEAN
-122.04
37.55
23
3,170
532
1,446
515
4.4357
291,700
NEAR BAY
-117.7
33.47
21
1,857
399
881
380
3.8403
350,000
<1H OCEAN
-122.36
37.92
52
215
41
126
43
1.3929
104,200
NEAR BAY
-121.18
38.67
42
2,101
480
945
426
2.3333
116,000
INLAND
-117.97
33.71
26
2,553
405
1,337
411
5.3737
252,900
<1H OCEAN
-117.69
33.64
16
2,592
372
1,279
383
6.9741
262,000
<1H OCEAN
-122.41
37.66
32
1,385
356
1,096
353
4.475
246,700
NEAR OCEAN
-117.08
32.74
26
2,359
622
2,067
581
1.8103
124,700
NEAR OCEAN
-121.36
38.15
42
2,051
334
878
318
4.3553
185,700
INLAND
-118.04
33.81
22
4,057
624
2,204
643
5.8527
241,000
<1H OCEAN
-118.97
36.06
26
1,289
262
1,100
244
1.975
51,400
INLAND
-117.63
33.65
10
3,580
491
1,688
467
7.7814
288,700
<1H OCEAN
-117.95
33.63
29
1,496
282
463
215
6.0516
500,001
<1H OCEAN
-119.95
37.47
32
1,312
315
600
265
1.5
91,500
INLAND
-117.15
34.48
31
265
55
186
55
2.125
64,800
INLAND
-120.63
35.13
16
2,680
704
975
619
1.7878
55,000
<1H OCEAN
-118.44
34.05
32
1,880
435
798
417
4.7109
500,000
<1H OCEAN
-117.92
33.84
45
2,019
394
1,549
377
4.6111
223,000
<1H OCEAN
-121.86
37.35
35
2,391
605
1,886
595
2.5551
182,100
<1H OCEAN
-118.47
34.01
41
2,704
557
1,047
478
4.4211
462,900
<1H OCEAN
-117.87
33.88
28
2,612
602
1,682
563
3.6417
204,300
<1H OCEAN
-122.41
37.71
49
1,852
429
1,615
447
3.495
217,800
NEAR BAY
-124.09
40.95
18
2,250
484
1,248
472
2.5893
99,600
NEAR OCEAN
-118.17
34.1
37
299
89
318
92
1.3125
145,800
<1H OCEAN
-118.41
34.03
33
1,730
386
994
363
3.7277
500,001
<1H OCEAN
-117.95
34.03
33
1,453
326
1,609
319
3.7578
155,800
<1H OCEAN
-117.67
33.66
4
10,175
2,181
4,762
1,929
4.7341
237,400
<1H OCEAN
-121.98
38.36
24
2,434
630
1,538
574
2.1067
101,100
INLAND
-117.18
32.79
30
5,201
1,104
2,961
1,064
3.2661
140,400
NEAR OCEAN
-117.27
33.03
19
2,899
499
1,356
512
4.87
220,900
NEAR OCEAN
-117.12
32.93
7
1,427
243
927
239
5.3625
218,900
<1H OCEAN
-118.35
34.27
32
604
108
314
113
6.2037
205,400
<1H OCEAN
-117.29
34.16
38
2,458
488
1,135
453
2.875
99,100
INLAND
-122.43
37.71
52
1,410
286
879
282
3.1908
255,600
NEAR BAY
-122.31
37.57
31
2,197
477
1,193
394
4.6371
271,100
NEAR OCEAN
-117.87
34.15
37
2,655
415
1,056
401
5.4224
269,500
INLAND
-118.44
34.01
42
2,061
396
907
393
6.0804
420,000
<1H OCEAN
-117.64
34.06
43
763
219
851
198
1.7292
79,200
INLAND
-121.45
38.53
34
1,893
415
884
395
2.1679
75,400
INLAND
-118.12
33.88
36
1,083
218
557
210
3.0795
218,400
<1H OCEAN
-118.95
35.38
35
2,220
388
906
373
3.5938
95,200
INLAND
-122.45
37.67
36
1,664
326
963
322
4.7813
246,400
NEAR OCEAN
-119.19
34.16
34
2,610
466
1,543
433
3.9722
189,000
NEAR OCEAN
-117.05
32.77
23
2,556
662
1,200
548
1.8899
147,700
NEAR OCEAN
-122.74
38.45
25
2,696
496
1,296
514
4.0798
179,200
<1H OCEAN