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
-117.31
34.1
28
2,899
755
2,406
655
1.5208
69,500
INLAND
-117.32
34.48
8
4,627
887
2,739
846
3.0204
93,100
INLAND
-118.27
33.76
46
22
11
32
7
3.125
112,500
NEAR OCEAN
-118.76
34.26
26
1,750
284
962
278
4.5673
190,400
<1H OCEAN
-118.26
34.09
36
3,503
833
2,652
788
3.8448
241,400
<1H OCEAN
-118.43
33.86
34
358
87
162
84
7.1264
500,001
NEAR OCEAN
-120.83
35.32
11
3,252
701
1,814
660
3.2226
183,200
NEAR OCEAN
-120.45
34.94
26
1,058
232
891
243
3.6422
120,600
<1H OCEAN
-117.76
33.81
2
582
70
199
64
7.1193
500,001
<1H OCEAN
-118.26
33.78
36
2,191
739
2,931
692
2.1311
163,100
NEAR OCEAN
-118.31
33.96
52
2,523
460
1,167
413
3.0625
127,400
<1H OCEAN
-118.3
34.17
17
4,041
1,169
3,309
1,117
2.6016
222,400
<1H OCEAN
-118.39
34.15
29
3,110
650
1,212
642
4.2031
394,400
<1H OCEAN
-122.01
37.27
27
3,340
451
1,220
447
8.8178
500,001
<1H OCEAN
-117.96
33.6
34
959
230
384
197
5.2333
471,400
NEAR OCEAN
-118.24
33.98
45
972
249
1,288
261
2.2054
125,000
<1H OCEAN
-119.81
36.75
52
1,827
356
855
353
1.7636
55,100
INLAND
-122.34
41.06
33
2,149
498
631
273
1.8816
65,800
INLAND
-122.19
37.79
50
954
217
546
201
2.6667
172,800
NEAR BAY
-117.63
34.08
38
1,810
371
1,257
354
3.8355
111,700
INLAND
-117.23
33.83
2
1,424
251
681
192
4.0833
100,000
INLAND
-119.73
36.8
15
2,376
538
1,197
510
3.1417
74,600
INLAND
-122.27
37.85
52
335
83
152
77
2.2841
106,300
NEAR BAY
-117
32.77
35
2,114
317
881
320
5.5
241,400
<1H OCEAN
-118.29
34.18
36
3,120
620
1,441
612
3.9041
320,400
<1H OCEAN
-118.27
33.99
41
656
162
730
170
1.8047
101,800
<1H OCEAN
-118.31
34.06
34
1,848
667
1,351
589
2.0547
410,000
<1H OCEAN
-117.19
32.79
35
1,788
378
777
374
3.3713
238,400
NEAR OCEAN
-122.08
37.68
26
1,167
370
253
137
2.4196
275,000
NEAR BAY
-120.98
37.67
13
1,221
260
682
275
3.65
155,500
INLAND
-118.33
34.04
33
1,806
444
1,161
393
2.5927
161,500
<1H OCEAN
-122
37.55
27
6,103
1,249
3,026
1,134
4.1591
332,400
<1H OCEAN
-122.02
36.97
39
2,124
661
1,365
606
1.6642
281,300
NEAR OCEAN
-119.31
36.33
46
1,636
338
772
332
2.425
84,900
INLAND
-122.65
38.25
23
4,030
null
1,852
778
3.402
193,300
<1H OCEAN
-118.07
33.98
32
3,304
714
2,032
690
3.2093
167,800
<1H OCEAN
-118.19
34.02
34
1,478
369
1,735
348
1.8875
136,700
<1H OCEAN
-120.48
37.31
42
2,361
512
1,684
511
2.355
75,600
INLAND
-121.88
37.33
36
1,904
689
3,561
632
2.0972
187,500
<1H OCEAN
-117.14
32.8
33
2,670
435
1,256
431
3.9417
179,800
NEAR OCEAN
-118.6
37.39
19
2,682
518
1,134
399
3.2132
166,000
INLAND
-119.67
34.42
23
1,333
393
1,369
381
2.5947
232,600
<1H OCEAN
-121.2
37.81
26
395
74
193
72
7.3718
212,500
INLAND
-117.97
33.85
30
2,513
476
1,611
472
4.0061
182,900
<1H OCEAN
-118.04
33.75
16
3,757
650
1,291
614
5.2001
235,600
<1H OCEAN
-120.86
37.52
9
9,885
1,871
5,372
1,843
3.4821
127,100
INLAND
-118.2
33.88
40
2,945
725
2,858
690
3.2368
136,900
<1H OCEAN
-122.39
38
33
44
6
23
11
4.125
212,500
NEAR BAY
-117.9
33.99
18
8,076
1,789
5,325
1,707
3.443
171,900
<1H OCEAN
-118.08
33.85
22
1,055
204
682
216
6
191,300
<1H OCEAN
-116.5
33.98
5
4,332
868
1,420
567
4.0417
146,400
INLAND
-117.34
33.16
31
2,851
458
1,286
467
4.5694
243,700
NEAR OCEAN
-120.82
37.5
21
2,974
495
1,313
461
4.4886
135,400
INLAND
-119.01
35.37
45
629
143
568
139
1.7321
84,400
INLAND
-121.31
38.61
17
992
151
316
159
6.6238
326,700
INLAND
-114.56
33.69
17
720
174
333
117
1.6509
85,700
INLAND
-122.19
37.45
18
1,636
414
853
439
5.1032
464,600
NEAR OCEAN
-122.3
37.89
36
1,077
293
518
276
3.0208
206,300
NEAR BAY
-118.18
33.82
43
2,210
469
1,042
418
3.5
216,700
NEAR OCEAN
-121.92
37.34
52
2,584
491
1,087
433
4.4
391,300
<1H OCEAN
-121.32
38.67
31
2,532
479
1,396
467
4.0417
114,500
INLAND
-119.57
36.1
36
1,729
317
737
278
3.5313
68,800
INLAND
-118.46
34.03
27
1,965
631
1,042
596
2.75
327,300
<1H OCEAN
-118.03
33.71
26
1,483
251
738
235
6
271,400
<1H OCEAN
-122.11
37.89
32
2,372
516
1,067
492
4.3235
279,500
NEAR BAY
-118.12
34.06
25
1,526
388
1,304
378
3.1892
214,700
<1H OCEAN
-118.45
34.03
41
1,240
320
711
304
3.3482
318,100
<1H OCEAN
-118.21
33.92
36
602
150
645
145
3.1964
115,400
<1H OCEAN
-122.31
38.27
34
1,748
284
783
303
4.3585
194,400
NEAR BAY
-119.19
36.14
41
759
140
408
129
3.9
85,900
INLAND
-118.44
34.18
36
2,077
496
1,206
528
2.2326
221,000
<1H OCEAN
-121.45
38.7
24
2,159
369
1,141
355
3.9853
90,400
INLAND
-118.19
33.98
34
1,022
286
1,058
275
2.6042
156,700
<1H OCEAN
-119.77
36.84
15
2,058
412
891
378
3.2569
124,400
INLAND
-117.05
32.76
37
4,879
906
2,076
871
3.6625
154,800
NEAR OCEAN
-116.25
33.69
5
1,664
444
907
374
2.7667
92,900
INLAND
-118.01
33.93
31
3,395
742
1,886
737
4.4118
174,400
<1H OCEAN
-119.77
36.76
40
2,009
519
2,219
505
1.2101
49,100
INLAND
-117.93
33.86
36
931
279
778
303
2.6563
155,000
<1H OCEAN
-121.42
38.6
35
1,166
193
574
190
2.2452
102,800
INLAND
-121.9
37.37
20
78
72
120
69
1.0938
187,500
<1H OCEAN
-118.9
34.26
5
25,187
3,521
11,956
3,478
6.9712
321,300
<1H OCEAN
-118.32
33.98
47
1,528
331
864
308
1.9732
101,000
<1H OCEAN
-117.93
34.06
35
1,022
183
628
187
3.9375
187,500
<1H OCEAN
-121.57
37.01
44
1,448
393
1,066
357
2.0625
170,300
INLAND
-118.02
33.9
36
2,417
421
1,276
426
5.5601
205,200
<1H OCEAN
-116.29
34.18
15
4,203
966
1,756
695
2.182
60,800
INLAND
-119.84
34.44
28
977
162
537
159
4.2404
274,300
NEAR OCEAN
-118.38
34.58
18
1,859
375
913
372
4.3456
148,900
INLAND
-121.88
36.6
30
1,671
469
760
375
2.5164
178,100
<1H OCEAN
-121.23
37.79
23
1,985
424
1,198
389
2.7734
116,800
INLAND
-121.48
38.5
23
2,679
792
1,740
659
1.3679
70,300
INLAND
-118.14
34.05
39
1,880
367
954
349
3.875
236,400
<1H OCEAN
-120.87
35.41
16
2,168
444
782
374
3.0187
278,100
NEAR OCEAN
-120.17
39.33
10
614
141
195
95
0.9283
116,300
INLAND
-118.1
33.84
36
690
109
316
104
3.7813
209,100
<1H OCEAN
-117.66
35.61
5
5,735
932
2,623
862
4.8494
87,200
INLAND
-118.41
34.25
33
827
192
981
184
2.6429
143,100
<1H OCEAN
-119.76
36.83
20
3,214
446
1,360
463
5.2595
110,900
INLAND
-118.3
33.94
36
3,504
862
2,521
836
2.5679
114,900
<1H OCEAN