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
-118.43
34.26
43
729
172
935
174
2.9519
140,900
<1H OCEAN
-118.92
34.18
17
2,400
352
1,067
323
6.3522
259,300
<1H OCEAN
-118.09
34.06
30
1,980
552
2,264
511
2.6094
179,400
<1H OCEAN
-122.43
37.77
52
3,563
832
1,712
787
3.3702
335,700
NEAR BAY
-119.32
36.33
20
1,896
266
674
277
9.0376
239,100
INLAND
-120.95
39.93
26
2,023
385
922
365
2.8125
83,500
INLAND
-119.81
34.45
24
3,678
567
1,554
570
6.5173
334,000
NEAR OCEAN
-118.39
33.99
43
612
135
402
142
5.1322
314,900
<1H OCEAN
-118.24
33.94
42
380
106
411
100
0.9705
90,000
<1H OCEAN
-116.15
33.69
22
197
54
331
70
2.9286
112,500
INLAND
-118.13
34.11
45
1,780
289
755
328
4.825
351,100
<1H OCEAN
-121.05
39.11
7
2,767
423
1,143
382
3.6333
170,200
INLAND
-118.48
34.01
31
2,851
804
1,410
782
4.0893
381,500
<1H OCEAN
-119.05
35.42
35
2,353
483
1,368
455
2.325
63,200
INLAND
-118.31
34.07
26
5,062
2,055
4,533
1,822
2.3105
166,700
<1H OCEAN
-118.03
34.06
27
2,510
783
3,481
726
2.4875
157,800
<1H OCEAN
-118.24
33.94
39
1,215
273
1,211
265
1.7212
95,500
<1H OCEAN
-118.36
33.86
34
1,865
345
963
302
5.543
305,900
<1H OCEAN
-118.18
34.06
33
278
71
266
56
0.8941
98,200
<1H OCEAN
-119.75
36.87
3
13,802
2,244
5,226
1,972
5.0941
143,700
INLAND
-118.26
34
27
1,611
479
1,457
458
0.8941
91,900
<1H OCEAN
-121.85
37.33
19
2,228
559
2,845
551
2.6
172,800
<1H OCEAN
-122.57
37.98
49
2,860
552
1,178
522
4.625
355,000
NEAR BAY
-119.45
35.07
45
973
183
500
177
2.6389
30,000
INLAND
-117.31
34.13
35
1,622
393
1,296
362
1.9286
68,500
INLAND
-116.96
32.86
14
3,064
496
1,681
503
4.4347
160,300
<1H OCEAN
-117.13
33.13
17
3,164
652
1,123
699
2.082
80,000
<1H OCEAN
-121.86
37.35
43
1,536
371
1,256
357
2.8
153,300
<1H OCEAN
-118.1
34.18
47
2,168
352
902
361
5.894
300,900
INLAND
-124.17
40.62
32
1,595
309
706
277
2.8958
86,400
NEAR OCEAN
-122.25
37.83
52
4,190
1,105
1,786
1,037
3.0897
234,100
NEAR BAY
-119.25
34.28
36
2,232
373
951
368
5.2261
303,200
NEAR OCEAN
-118
33.76
26
1,876
455
1,499
436
2.925
176,000
<1H OCEAN
-117.71
33.61
25
3,004
718
891
626
2.395
80,300
<1H OCEAN
-121.76
38.57
11
15,018
3,008
7,984
2,962
3.1371
201,800
INLAND
-117.11
32.76
29
2,030
545
1,014
518
2.2409
114,200
NEAR OCEAN
-120.55
37.32
21
1,410
229
590
205
3.3194
141,400
INLAND
-121.93
37.34
48
2,068
495
946
452
3.0375
218,500
<1H OCEAN
-120.96
37.67
17
2,434
511
1,558
546
2.9219
114,300
INLAND
-118.28
34.02
29
515
229
2,690
217
0.4999
500,001
<1H OCEAN
-122.4
40.62
9
4,794
889
2,162
865
3.1439
103,100
INLAND
-118.18
34.22
40
1,983
298
853
271
5.9845
241,700
<1H OCEAN
-118.14
33.77
52
2,208
409
791
408
5.8408
500,000
NEAR OCEAN
-122.08
37.65
35
1,813
393
1,093
374
3.6818
165,400
NEAR BAY
-122.48
38.3
17
2,703
550
1,241
515
2.652
171,300
<1H OCEAN
-121.24
37.79
7
5,151
867
2,553
805
4.075
195,000
INLAND
-118.49
34.05
45
1,346
214
415
209
7.0285
500,001
<1H OCEAN
-117.77
33.76
19
3,532
402
1,200
426
11.0124
500,001
<1H OCEAN
-119.15
34.25
36
3,511
664
2,965
695
4.0878
186,800
NEAR OCEAN
-118.36
34.07
48
1,740
360
748
357
4.7019
411,100
<1H OCEAN
-121.37
38.39
15
1,883
254
893
256
6.2575
143,500
INLAND
-119.25
34.3
34
1,189
220
445
203
4.8824
396,400
NEAR OCEAN
-117.85
33.77
23
5,928
1,204
3,570
1,150
4.0398
233,100
<1H OCEAN
-122.25
37.56
19
7,976
1,406
3,437
1,338
5.6396
430,300
NEAR BAY
-118.23
34.2
51
1,477
280
750
295
5.3925
317,900
<1H OCEAN
-117.13
32.71
37
1,220
325
1,472
323
1.825
81,500
NEAR OCEAN
-117.99
34.08
11
2,399
527
2,307
531
3.5625
141,000
INLAND
-117.03
34.87
7
2,245
407
1,016
364
3.9464
101,500
INLAND
-117.06
32.69
9
1,520
269
1,250
265
4.8875
157,700
NEAR OCEAN
-117.4
33.95
32
1,979
491
954
444
2.4408
117,300
INLAND
-121.98
37.26
27
2,331
461
1,178
447
4.6654
340,700
<1H OCEAN
-120.83
37.51
13
3,795
604
1,639
609
4.6635
198,400
INLAND
-118.37
33.88
44
1,325
245
669
253
4.4211
324,000
<1H OCEAN
-122.29
37.88
50
1,211
261
523
227
3.8672
216,700
NEAR BAY
-118.38
33.89
35
1,778
330
732
312
6.5745
379,300
<1H OCEAN
-117.19
33.7
24
5,783
1,256
1,990
1,151
1.9014
83,500
<1H OCEAN
-117.74
33.62
16
1,889
590
686
537
3.4706
241,700
<1H OCEAN
-123.76
41.03
24
2,386
565
1,058
414
2.0644
79,800
<1H OCEAN
-122.17
37.75
48
1,751
390
935
349
1.4375
90,000
NEAR BAY
-122.25
37.8
43
2,344
647
1,710
644
1.6504
151,800
NEAR BAY
-118.38
33.86
12
4,235
735
1,798
683
6.4242
365,500
<1H OCEAN
-119.64
36.35
23
3,182
563
1,525
585
3.8108
90,400
INLAND
-122.06
37.37
18
3,058
661
1,377
675
6.1299
500,001
<1H OCEAN
-122
36.93
51
1,616
374
608
302
3.1932
400,000
NEAR OCEAN
-118.45
34.18
39
1,810
388
839
380
3.7171
228,800
<1H OCEAN
-121.76
37.69
29
3,433
711
1,919
709
3.3841
184,400
INLAND
-117.11
32.59
18
2,329
580
1,538
567
2.1179
153,100
NEAR OCEAN
-122.53
37.87
20
1,814
282
658
253
7.9977
400,000
NEAR BAY
-116.53
33.85
16
10,077
2,186
3,048
1,337
2.9647
110,900
INLAND
-117.86
33.74
34
2,254
630
2,984
625
2.5
162,500
<1H OCEAN
-121.37
38.56
19
6,308
1,167
3,012
1,112
2.9464
113,500
INLAND
-122.25
37.82
52
1,424
289
550
253
5.0917
262,500
NEAR BAY
-117.1
32.66
27
1,782
560
1,785
560
2.1542
106,300
NEAR OCEAN
-120.79
38.83
15
1,374
291
709
239
1.7222
118,500
INLAND
-119.66
36.33
16
2,048
373
1,052
388
4.0909
92,800
INLAND
-117.08
32.7
36
2,103
390
1,279
392
2.4135
97,000
NEAR OCEAN
-120.13
36.87
32
2,089
468
1,765
427
2.234
61,700
INLAND
-122.41
37.76
52
492
139
316
168
3.0865
225,000
NEAR BAY
-122.77
38.33
32
2,054
324
843
306
4.5875
290,700
<1H OCEAN
-121.52
38.9
32
1,650
313
802
284
2.9048
98,200
INLAND
-118.05
34.14
39
2,125
295
862
303
8.9728
500,001
INLAND
-117.24
32.75
36
1,856
475
822
416
2.3042
220,600
NEAR OCEAN
-118.19
34.06
47
2,324
658
3,020
594
1.1868
93,800
<1H OCEAN
-122.42
37.61
17
1,040
432
669
405
4.1513
137,500
NEAR OCEAN
-121.27
38.75
21
4,812
1,117
1,985
1,045
2.5083
128,500
INLAND
-121.29
38.13
31
1,008
212
453
195
2.3917
113,500
INLAND
-117.2
32.82
35
2,772
537
1,392
521
3.337
172,300
NEAR OCEAN
-122.32
37.95
35
1,612
354
887
331
2.5769
146,100
NEAR BAY
-122.07
37.63
35
1,931
376
1,175
337
3.7292
168,100
NEAR BAY
-122.21
37.78
46
2,239
508
1,390
569
2.7352
137,300
NEAR BAY