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
-122.13
37.87
18
1,820
220
728
229
10.3713
426,100
NEAR BAY
-118.15
34.12
36
6,119
1,513
2,719
1,402
3.8427
319,700
<1H OCEAN
-117.36
34.1
29
2,819
637
1,683
608
2.3205
87,600
INLAND
-122.05
38
36
2,476
472
1,213
393
3.7333
136,400
NEAR BAY
-121.93
37.93
16
2,169
262
877
245
6.6049
312,600
INLAND
-121.95
37.55
21
10,687
1,540
4,552
1,520
6.6478
333,400
<1H OCEAN
-117.25
34.14
19
5,163
1,229
2,680
1,141
2.2482
114,500
INLAND
-118.14
34.01
46
1,746
447
1,296
392
2.3929
156,800
<1H OCEAN
-123.84
39.83
19
1,461
340
515
227
1.5278
145,800
NEAR OCEAN
-122.69
39.04
9
254
50
66
29
2.7639
112,500
INLAND
-119.19
34.18
32
3,366
677
2,857
669
4.6186
181,100
NEAR OCEAN
-122.41
37.78
52
254
72
153
29
3.8625
350,000
NEAR BAY
-119.83
36.78
35
1,789
357
933
357
2.5223
66,200
INLAND
-122.24
37.8
47
2,046
588
1,213
554
2.6292
182,700
NEAR BAY
-121.43
36.5
14
1,835
468
1,867
461
2.3879
129,800
<1H OCEAN
-116.53
33.95
18
2,990
648
1,280
532
2.625
68,200
INLAND
-119.04
34.28
21
1,856
276
863
255
4.5833
500,001
<1H OCEAN
-117.12
32.7
38
818
217
953
231
1.0531
65,700
NEAR OCEAN
-118.28
34.08
42
997
374
982
372
2.9423
200,000
<1H OCEAN
-118.56
34.19
36
2,600
441
1,246
426
4.1111
215,600
<1H OCEAN
-118.5
34.05
36
4,152
542
1,461
550
15.0001
500,001
<1H OCEAN
-119.81
36.78
37
1,965
364
796
335
3.625
83,400
INLAND
-117.05
32.95
17
3,039
555
1,297
552
3.9531
178,600
<1H OCEAN
-119.3
34.42
18
5,591
1,042
2,860
1,026
3.5822
219,900
NEAR OCEAN
-118.01
33.87
25
6,348
1,615
4,188
1,497
3.139
185,700
<1H OCEAN
-121.13
38.37
10
1,034
153
478
155
7.0326
241,100
INLAND
-119.8
36.68
31
2,214
432
1,326
416
2.1691
66,700
INLAND
-118.43
33.98
19
8,324
1,590
2,927
1,538
7.5426
351,700
<1H OCEAN
-117.3
34.24
38
4,116
949
1,196
422
3.5625
96,500
INLAND
-119.04
35.37
44
1,618
310
667
300
2.875
82,700
INLAND
-119.08
34.34
23
3,065
723
2,042
698
2.7593
194,800
<1H OCEAN
-117.16
32.73
52
1,682
617
873
534
2.0972
112,500
NEAR OCEAN
-118.2
34.02
26
36
9
35
9
1.625
175,000
<1H OCEAN
-122.16
37.74
43
1,534
300
826
295
4.0417
109,400
NEAR BAY
-120.05
36.96
37
1,000
261
1,092
233
1.4267
52,300
INLAND
-118.44
34.15
15
4,420
1,076
1,669
1,016
4.6375
359,100
<1H OCEAN
-118.09
34.12
38
1,713
285
779
286
5.6152
359,900
<1H OCEAN
-118.11
33.89
35
1,139
197
772
233
4.375
204,700
<1H OCEAN
-122.37
37.94
40
1,064
266
912
239
1.0521
69,100
NEAR BAY
-122.06
37.3
11
5,488
706
1,947
641
10.7326
500,001
<1H OCEAN
-118.39
34
40
1,565
269
826
268
5.2035
485,700
<1H OCEAN
-121.27
37.79
16
1,853
390
1,013
362
2.7083
173,900
INLAND
-121.34
38.65
27
1,595
246
610
253
4.6
199,000
INLAND
-117.78
33.82
12
6,208
750
2,443
739
9.1808
413,700
<1H OCEAN
-117.89
34.08
25
2,115
489
1,107
477
3.1949
207,400
<1H OCEAN
-122.07
37.89
38
757
124
319
123
5.6558
263,300
NEAR BAY
-115.55
32.78
5
2,652
606
1,767
536
2.8025
84,300
INLAND
-120.43
38.25
13
763
161
311
125
2.4583
112,500
INLAND
-120.81
39.02
30
806
189
326
146
2.8155
101,000
INLAND
-118.37
33.94
29
2,265
813
3,425
781
2.3675
149,400
<1H OCEAN
-117.83
33.74
23
6,114
1,623
4,088
1,521
3.0382
183,600
<1H OCEAN
-119.82
36.77
41
1,441
274
646
296
3.0568
71,300
INLAND
-122.35
40.68
36
1,822
449
930
399
1.3801
56,600
INLAND
-122.25
37.81
29
4,656
1,414
2,304
1,250
2.4912
257,800
NEAR BAY
-118.27
33.94
34
721
165
661
171
2.0789
92,400
<1H OCEAN
-118.66
34.43
9
2,356
469
1,556
386
3.775
155,000
INLAND
-118.27
33.81
38
1,607
337
1,130
334
4.4821
190,700
<1H OCEAN
-117.06
32.62
36
786
125
408
138
3.9167
189,700
NEAR OCEAN
-122.62
38.94
14
1,731
400
638
282
2.3179
57,500
INLAND
-118.1
34.09
44
2,352
484
1,517
463
4.2833
258,000
<1H OCEAN
-122.07
37.4
16
3,352
813
1,440
729
3.7359
262,500
NEAR BAY
-117.19
34.94
31
2,034
444
1,097
367
2.1522
60,800
INLAND
-118.28
33.81
29
2,755
508
2,046
488
5.2034
212,400
<1H OCEAN
-123.21
39.14
39
1,419
262
661
278
3
114,600
<1H OCEAN
-120.1
39.37
10
2,325
410
1,016
373
4.5208
117,300
INLAND
-118.33
34
47
1,671
388
895
317
2.2054
121,500
<1H OCEAN
-120.88
37.57
22
1,440
267
774
249
3.9821
204,300
INLAND
-122.54
37.74
42
2,006
415
1,230
435
4.1786
271,100
NEAR OCEAN
-122.32
37.56
49
2,016
299
691
288
5.549
500,001
NEAR OCEAN
-118.31
33.95
44
2,490
430
1,305
411
4.8295
149,600
<1H OCEAN
-121.26
38.66
19
3,170
444
1,344
452
6.1183
221,600
INLAND
-122.33
37.58
27
5,144
1,481
2,518
1,447
3.4836
287,900
NEAR OCEAN
-121.44
38.56
52
906
165
257
166
2.8542
139,400
INLAND
-118.02
33.96
36
2,002
361
913
311
4.5446
244,700
<1H OCEAN
-118.25
33.89
37
1,042
213
699
196
2.9643
103,200
<1H OCEAN
-118.25
33.9
37
2,119
442
1,372
406
1.9605
106,200
<1H OCEAN
-118.1
33.74
31
1,310
342
563
310
4.6528
457,100
NEAR OCEAN
-122.23
38.06
52
1,350
266
490
257
3.125
171,100
NEAR BAY
-118.16
33.86
26
6,607
1,663
4,066
1,558
2.5068
156,300
<1H OCEAN
-120.83
37.51
34
3,078
477
1,226
487
4.601
150,000
INLAND
-121.84
39.76
14
2,351
620
1,215
548
2.3155
102,300
INLAND
-121.97
37.35
35
1,880
370
926
321
4.2273
269,900
<1H OCEAN
-117.01
32.76
34
3,415
608
1,464
593
4.0549
223,700
<1H OCEAN
-118.07
34.08
38
2,462
553
1,843
538
3.2312
211,900
<1H OCEAN
-118.14
34.65
20
1,257
201
551
186
4.6591
247,200
INLAND
-119.48
36.54
28
2,112
363
1,011
335
4.2222
108,900
INLAND
-117.11
32.76
31
2,293
549
1,108
557
3.3854
204,400
NEAR OCEAN
-116.54
33.8
22
6,050
1,387
1,432
890
2.2216
183,900
INLAND
-117.69
33.61
16
3,010
580
1,649
538
4.0221
236,200
<1H OCEAN
-117.09
32.79
36
1,936
345
861
343
3.8333
170,000
NEAR OCEAN
-122.21
37.77
43
1,017
328
836
277
2.2604
100,000
NEAR BAY
-119.28
35.52
36
786
194
573
134
2.2321
37,500
INLAND
-117.7
33.68
29
5,650
1,084
3,985
1,056
2.8192
162,500
<1H OCEAN
-117.14
32.74
16
6,075
1,816
2,592
1,634
2.5553
178,100
NEAR OCEAN
-122.71
38.44
52
988
283
475
242
1.3684
258,300
<1H OCEAN
-117.53
34.28
35
1,529
338
688
256
4.1083
108,000
INLAND
-118.21
33.81
45
1,693
337
1,255
333
3.6923
159,700
NEAR OCEAN
-116.9
32.77
8
3,600
492
1,421
482
6.2609
307,100
<1H OCEAN
-122.13
38.01
48
2,123
494
859
474
1.8523
144,800
NEAR BAY
-121.78
38.55
12
10,509
2,186
5,633
2,138
2.9605
204,300
INLAND