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
-122.17
37.69
24
2,262
391
1,125
366
4.7609
212,600
NEAR BAY
-120.33
39.3
16
868
178
44
21
3
175,000
INLAND
-118.31
34.09
36
787
420
1,506
360
1.2412
216,700
<1H OCEAN
-121.18
38.78
13
3,480
528
1,432
532
6.1642
277,800
INLAND
-124.17
40.74
17
2,026
338
873
313
4.0357
128,900
NEAR OCEAN
-117.68
34.99
33
1,589
307
853
272
4.2292
64,400
INLAND
-118.26
34.23
38
1,107
194
518
195
7.5582
263,700
<1H OCEAN
-116.95
33.73
21
4,587
810
2,233
765
3.2371
94,500
INLAND
-118.31
33.78
30
4,573
819
2,411
819
3.5804
383,800
<1H OCEAN
-117.25
32.94
16
4,755
807
1,829
756
6.7694
425,900
NEAR OCEAN
-118.22
33.82
17
5,357
1,332
3,030
1,266
1.9311
138,100
NEAR OCEAN
-122.47
37.76
48
2,464
459
1,179
458
4.4946
358,600
NEAR BAY
-120.05
34.47
21
1,241
248
746
211
3.8056
425,000
NEAR OCEAN
-117.11
32.7
33
1,980
488
1,626
428
1.4856
86,400
NEAR OCEAN
-117.96
33.87
27
890
289
416
200
3.141
167,500
<1H OCEAN
-118.05
33.83
24
4,316
678
2,286
665
5.7018
286,700
<1H OCEAN
-122.33
37.98
3
2,850
544
1,024
515
6.0115
175,000
NEAR BAY
-117.38
34.2
16
193
45
312
76
3.7578
137,500
INLAND
-118.32
34.09
44
2,666
null
2,297
726
1.676
208,800
<1H OCEAN
-118.28
34.07
41
1,072
331
1,111
314
1.9233
207,100
<1H OCEAN
-117.31
34.25
29
4,610
null
1,569
592
2.7663
97,900
INLAND
-118.95
35.37
34
1,672
359
1,059
349
2.1588
61,300
INLAND
-117.12
32.76
23
2,681
717
1,279
648
2.1597
116,100
NEAR OCEAN
-118.11
33.77
15
9,103
1,847
3,333
1,712
5.1508
367,300
NEAR OCEAN
-118.25
34.01
43
1,429
386
1,412
354
1.3287
107,200
<1H OCEAN
-122.23
38.1
46
4,143
895
2,240
847
2.4201
92,800
NEAR BAY
-117.41
34.11
29
3,999
772
2,602
760
3.5481
105,500
INLAND
-117.2
33.83
14
1,265
230
621
173
3.6618
161,300
INLAND
-122.23
37.78
52
472
146
415
126
2.6429
71,300
NEAR BAY
-117.32
33.23
24
2,580
604
982
569
1.6402
169,300
NEAR OCEAN
-120.41
34.87
15
1,534
251
761
240
4.9028
193,600
<1H OCEAN
-122.47
38.3
15
4,885
988
2,175
924
3.4031
209,500
<1H OCEAN
-119.6
36.58
28
1,452
300
919
308
2.8287
73,100
INLAND
-118.23
33.78
20
59
24
69
23
2.5588
350,000
NEAR OCEAN
-117.09
32.79
36
1,529
266
683
260
4.0982
171,200
NEAR OCEAN
-120.66
35.46
17
3,748
609
1,860
612
4.5179
225,600
<1H OCEAN
-117.17
32.72
44
626
256
572
229
1.5909
262,500
NEAR OCEAN
-117.72
33.99
14
5,622
861
3,108
821
5.7763
206,700
INLAND
-118.3
33.95
36
1,786
418
1,367
393
1.5078
99,600
<1H OCEAN
-118.61
34.17
31
1,689
362
705
360
4
278,500
<1H OCEAN
-117.92
33.63
34
2,479
491
1,131
490
4.9643
317,900
<1H OCEAN
-117.88
33.84
33
1,526
237
906
245
5.1782
225,000
<1H OCEAN
-117.06
34.87
14
3,348
619
1,756
557
3.5987
91,400
INLAND
-121.32
38.7
17
3,214
551
1,879
562
4.3643
124,900
INLAND
-117.07
32.75
31
2,036
501
1,263
442
2.5583
120,700
NEAR OCEAN
-117.22
34.12
34
2,457
499
1,538
507
2.809
82,500
INLAND
-118.24
34.14
27
2,909
1,021
2,614
935
2.1444
229,000
<1H OCEAN
-117.35
34.17
28
1,905
372
1,480
341
2.9844
79,200
INLAND
-122.27
38.28
37
1,170
303
766
302
2.6618
136,200
NEAR BAY
-118.03
33.94
37
1,699
302
889
271
4.3542
179,800
<1H OCEAN
-118.04
33.98
50
1,951
458
1,362
454
3
163,200
<1H OCEAN
-119.74
36.85
3
10,425
2,121
4,432
1,778
3.9032
140,800
INLAND
-118.54
34.21
32
2,593
566
1,596
547
3.9886
199,200
<1H OCEAN
-122.53
38.01
27
3,121
531
1,318
489
5.4781
310,900
NEAR BAY
-118.28
34.17
22
2,664
651
1,553
629
3.6354
256,300
<1H OCEAN
-117.67
33.67
5
10,534
2,035
4,656
1,863
5.7797
309,200
<1H OCEAN
-117.12
32.76
33
2,279
591
1,250
576
2.4297
139,000
NEAR OCEAN
-118.53
34.21
18
3,124
796
1,855
725
2.9389
213,200
<1H OCEAN
-118.23
34.1
46
2,483
587
2,121
553
2.2788
152,900
<1H OCEAN
-118.32
34.02
51
2,010
460
1,355
433
2.0304
133,400
<1H OCEAN
-117.67
33.49
10
366
61
128
61
8.163
250,000
<1H OCEAN
-122.33
37.53
18
4,493
760
1,784
725
6.7042
413,000
NEAR OCEAN
-118.48
34.07
40
3,351
484
1,564
523
8.5153
500,001
<1H OCEAN
-120.98
37.68
24
705
114
347
141
3.1912
149,600
INLAND
-118.4
34.03
43
1,006
201
520
199
6.5669
372,800
<1H OCEAN
-119.68
37.19
10
3,113
589
1,508
512
2.8167
96,100
INLAND
-118.47
34.16
30
3,823
740
1,449
612
4.6
392,500
<1H OCEAN
-118.21
34.05
28
1,079
306
1,358
285
2.52
131,900
<1H OCEAN
-118.34
33.93
37
1,638
407
1,341
369
3.0677
167,700
<1H OCEAN
-118.03
33.79
26
5,321
889
2,932
896
5.8914
237,600
<1H OCEAN
-117.99
33.71
19
1,967
487
1,251
404
3.6696
218,800
<1H OCEAN
-117.27
33.15
4
23,915
4,135
10,877
3,958
4.6357
244,900
NEAR OCEAN
-117.29
33.12
4
1,380
322
755
286
4.7961
168,800
NEAR OCEAN
-120.08
36.95
41
1,164
211
476
171
2.4196
70,700
INLAND
-117.08
33.14
19
2,629
494
1,444
503
3.5462
156,800
<1H OCEAN
-117.26
32.95
15
1,036
149
395
157
5.8343
500,001
NEAR OCEAN
-117.19
34.03
36
2,223
361
942
331
4.6806
152,400
INLAND
-118.47
34
28
1,259
302
668
280
4.2813
384,400
<1H OCEAN
-117.75
34.07
52
1,548
348
1,131
343
2.63
127,300
INLAND
-122.03
38.01
27
3,228
562
1,666
588
4.5707
175,900
NEAR BAY
-122.42
40.32
16
1,978
375
961
333
2.6827
83,900
INLAND
-118.37
34.09
31
6,348
1,827
2,559
1,755
3.2818
225,000
<1H OCEAN
-118.16
34.04
22
2,991
791
2,486
754
1.5078
181,900
<1H OCEAN
-121.47
38.58
44
2,092
555
878
528
1.5922
115,100
INLAND
-122.37
37.94
49
969
229
599
195
1.3167
71,600
NEAR BAY
-121.14
38.77
15
10,282
1,333
3,868
1,300
6.4789
287,800
INLAND
-117.65
34.08
35
2,621
391
1,074
391
4.7176
166,400
INLAND
-121.31
38.68
22
1,194
207
545
223
3.8603
134,300
INLAND
-116.86
32.8
19
1,747
291
848
290
4.875
187,200
<1H OCEAN
-122.32
37.97
33
1,595
292
991
300
4.6937
134,100
NEAR BAY
-121.89
38.02
36
2,707
550
1,827
545
3.3371
94,600
INLAND
-121.59
39.82
12
1,958
369
875
354
2.3507
97,600
INLAND
-118.4
34
34
1,816
335
872
339
4.85
329,400
<1H OCEAN
-118.3
33.84
37
1,241
226
621
255
4.9196
232,400
<1H OCEAN
-121.44
38.6
16
2,987
864
1,240
755
2.8231
137,500
INLAND
-117.99
33.88
25
3,401
509
1,503
498
6.6704
240,600
<1H OCEAN
-118.55
34.18
32
3,011
529
1,287
525
5.0605
311,000
<1H OCEAN
-118.09
33.92
36
2,381
419
1,669
444
4.6976
171,100
<1H OCEAN
-118.26
33.99
30
1,702
443
1,966
442
1.5521
97,500
<1H OCEAN
-121.57
39.78
18
2,221
459
952
440
2.0458
105,700
INLAND