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
-118.16
34.04
11
852
215
806
202
1.3971
134,400
<1H OCEAN
-118.3
34.16
35
3,213
874
2,401
819
2.8342
256,800
<1H OCEAN
-122.2
39.52
39
2,551
482
1,181
437
2.0625
63,400
INLAND
-117.04
32.64
5
2,329
542
1,213
514
4.0298
225,600
NEAR OCEAN
-117.88
33.73
33
2,291
594
3,232
589
3.2037
163,500
<1H OCEAN
-118.39
33.92
41
80
20
61
23
5.25
247,200
<1H OCEAN
-117.33
34.13
30
2,335
363
1,214
311
2.2449
93,200
INLAND
-121.25
39.17
9
999
189
411
176
2.125
151,800
INLAND
-122.44
37.77
52
3,225
667
1,494
619
4.4875
500,001
NEAR BAY
-118.01
33.94
35
1,323
235
807
247
4.2708
174,800
<1H OCEAN
-118.27
34.11
39
3,825
916
1,378
746
4.4094
352,600
<1H OCEAN
-122.46
37.78
52
2,165
580
1,067
530
2.9293
350,000
NEAR BAY
-117.71
34.04
17
4,098
733
1,859
713
2.9811
231,800
INLAND
-119.11
34.33
14
4,026
769
1,825
671
3.5541
191,800
<1H OCEAN
-118.2
34.03
52
774
209
813
203
2.3472
135,200
<1H OCEAN
-117.17
32.82
21
2,869
596
1,471
577
3.0375
197,600
NEAR OCEAN
-118.21
34.05
26
745
258
694
236
1.3846
129,200
<1H OCEAN
-118.28
33.96
39
882
221
697
189
1.8472
99,100
<1H OCEAN
-122.17
40.2
28
1,782
334
873
311
3.3594
79,100
INLAND
-122.01
38.35
18
4,486
723
1,600
697
3.8651
189,700
INLAND
-122.68
38.45
36
1,686
303
744
304
4.0139
163,100
<1H OCEAN
-117.67
33.61
23
3,588
577
1,695
569
6.1401
243,200
<1H OCEAN
-118.32
33.87
28
3,763
762
1,967
724
5.3244
271,900
<1H OCEAN
-117.8
33.92
16
5,819
986
2,306
914
4.6315
277,500
<1H OCEAN
-118.08
33.96
34
1,431
310
1,162
288
4.369
165,400
<1H OCEAN
-119.74
36.8
18
10,862
2,401
5,466
2,209
2.4678
74,300
INLAND
-119.63
36.6
33
1,589
294
1,102
307
1.9676
62,400
INLAND
-119.11
34.17
37
470
105
522
83
2.0368
243,800
NEAR OCEAN
-120.87
37.05
29
4,176
779
2,092
741
2.595
104,200
INLAND
-121.46
38.64
20
1,517
323
1,287
328
1.6607
67,000
INLAND
-117.38
33.19
26
4,123
1,145
1,703
895
1.9891
500,000
NEAR OCEAN
-117.04
32.69
27
1,790
356
1,286
347
3.5437
115,800
NEAR OCEAN
-120.81
35.19
14
3,414
802
1,236
632
3.7635
336,200
NEAR OCEAN
-122
38.38
16
2,509
366
1,043
339
6.0704
173,400
INLAND
-121.62
37.61
26
1,786
306
771
279
5.7239
430,600
INLAND
-116.98
32.79
32
3,756
662
1,611
598
3.8667
189,700
<1H OCEAN
-121.82
37.33
23
3,279
647
2,582
630
4.3782
175,800
<1H OCEAN
-118.39
34.12
29
6,447
1,012
2,184
960
8.2816
500,001
<1H OCEAN
-121.37
38.68
35
1,620
276
939
277
2.5542
72,900
INLAND
-118.07
33.86
31
2,943
518
1,703
472
3.7091
225,900
<1H OCEAN
-117.98
33.65
18
1,027
206
436
180
4.2159
211,300
<1H OCEAN
-117.35
34.2
5
9,269
1,605
4,916
1,519
4.4367
133,200
INLAND
-121.28
38.66
17
7,741
1,401
3,153
1,331
3.7869
216,100
INLAND
-118.3
33.83
31
2,693
661
1,598
618
3.1851
240,200
<1H OCEAN
-121.34
38.03
20
4,213
751
2,071
714
4.4063
130,800
INLAND
-116.97
32.78
26
8,902
1,413
3,941
1,387
4.7943
226,900
<1H OCEAN
-119.03
34.22
24
3,421
656
2,220
645
4.7831
214,200
<1H OCEAN
-122.43
37.61
21
10,252
2,595
4,790
2,428
4.1692
344,500
NEAR OCEAN
-120.49
40.31
16
1,821
360
969
359
3.4643
85,100
INLAND
-117.22
33.36
16
3,165
482
1,351
452
4.605
263,300
<1H OCEAN
-122.35
37.95
42
1,485
290
971
303
3.6094
114,600
NEAR BAY
-122.28
37.78
50
1,487
306
730
327
2.5139
219,000
NEAR BAY
-117.02
32.81
26
1,998
301
874
305
5.4544
180,900
<1H OCEAN
-122.66
38.44
17
5,815
898
2,614
887
4.3657
215,900
<1H OCEAN
-118.21
33.9
41
941
233
973
253
1.9583
102,300
<1H OCEAN
-118.36
33.87
17
1,082
291
598
281
3.9868
281,900
<1H OCEAN
-117.95
33.87
34
1,599
296
938
307
4.285
184,900
<1H OCEAN
-115.54
32.98
27
1,513
395
1,121
381
1.9464
60,600
INLAND
-123.21
39.07
17
1,890
342
877
312
3.7833
159,800
<1H OCEAN
-119.75
36.75
49
2,331
460
1,290
477
2.5111
55,400
INLAND
-117.77
33.7
15
1,392
267
681
263
5.4248
187,200
<1H OCEAN
-120.61
37.36
16
638
null
380
132
1.9135
87,500
INLAND
-117.13
32.75
50
1,476
354
698
354
3
168,800
NEAR OCEAN
-119.96
38.93
22
2,731
632
1,215
483
2.83
110,500
INLAND
-118.43
34.05
24
3,832
949
1,613
893
3.9673
477,300
<1H OCEAN
-122.33
37.95
22
2,099
569
1,135
509
2.1915
120,800
NEAR BAY
-121.9
36.97
21
3,707
751
1,420
608
4.4485
295,200
NEAR OCEAN
-117.02
32.71
30
3,187
592
2,082
631
3.5388
118,500
NEAR OCEAN
-117.37
33.99
44
917
224
666
220
1.685
114,200
INLAND
-121.94
37.95
18
2,541
355
986
346
7.1978
288,000
INLAND
-121.88
37.35
43
1,086
219
715
226
4.2381
193,500
<1H OCEAN
-121.95
37.29
30
3,734
813
1,834
824
3.4505
260,000
<1H OCEAN
-117.03
32.78
17
5,481
1,618
2,957
1,537
2.5707
171,300
<1H OCEAN
-119.02
35.32
14
2,927
588
1,821
561
3.3529
82,600
INLAND
-118.29
34
41
1,807
493
1,731
471
1.2347
111,700
<1H OCEAN
-121.96
37.27
31
3,347
589
1,566
597
5.5151
286,800
<1H OCEAN
-119.72
36.75
27
1,691
282
869
337
3.9514
86,900
INLAND
-117.84
33.65
4
1,649
456
1,030
411
2.2262
225,000
<1H OCEAN
-121.76
37.33
5
4,153
719
2,435
697
5.6306
286,200
<1H OCEAN
-118.34
33.99
48
1,172
205
497
190
3.825
183,000
<1H OCEAN
-118.13
34.02
38
1,243
310
788
286
2.5852
185,100
<1H OCEAN
-118.12
33.93
27
580
143
466
133
3.0909
187,500
<1H OCEAN
-118.13
34.11
52
2,568
345
1,102
345
9.1373
500,001
<1H OCEAN
-117.53
33.97
34
1,293
215
774
217
3.8906
141,000
INLAND
-117.19
32.81
33
5,226
833
2,221
839
5.1491
207,000
NEAR OCEAN
-123.8
39.47
28
2,492
507
1,202
460
2.7857
150,300
<1H OCEAN
-115.57
32.8
16
2,276
594
1,184
513
1.875
93,800
INLAND
-118.98
34.16
16
2,476
402
1,251
387
5.7676
241,300
<1H OCEAN
-122.44
37.77
52
3,505
745
1,374
714
4.3667
500,001
NEAR BAY
-117.64
33.48
12
2,007
397
1,033
373
5.6754
275,900
<1H OCEAN
-117.7
34.09
25
1,719
331
1,098
324
3.625
121,800
INLAND
-118.31
33.93
37
1,282
244
852
249
4.2917
127,900
<1H OCEAN
-118.48
35.61
17
4,002
930
1,614
731
1.6236
67,300
INLAND
-118.14
33.84
43
2,107
439
876
429
3.2024
339,400
<1H OCEAN
-121.47
39.51
19
3,720
636
1,304
607
2.6921
97,500
INLAND
-117.93
33.88
32
2,458
359
967
409
7.2893
293,500
<1H OCEAN
-122.03
36.96
32
2,182
406
1,122
370
3.52
284,200
NEAR OCEAN
-122.37
40.39
12
3,783
702
1,970
639
3.3005
98,500
INLAND
-117.94
33.76
33
1,441
337
1,233
331
3.7232
176,200
<1H OCEAN
-117.38
33.96
30
3,153
623
1,544
575
3.4491
133,800
INLAND