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
-122.37
40.54
28
2,213
390
1,096
378
3.6923
86,900
INLAND
-117.02
32.67
20
1,505
184
635
182
6.5772
245,200
NEAR OCEAN
-117.03
33.89
6
78
11
27
10
3.125
187,500
INLAND
-118.27
33.94
30
1,041
275
877
270
1.5268
91,600
<1H OCEAN
-122.37
37.58
52
1,900
290
665
276
4.5486
500,001
NEAR OCEAN
-118.36
33.93
27
4,445
1,231
3,340
1,113
3.1656
204,500
<1H OCEAN
-118.3
33.95
35
1,182
305
977
283
1.5898
94,000
<1H OCEAN
-117.9
34.14
35
2,259
505
1,561
509
3.3043
155,500
<1H OCEAN
-122.65
38.01
40
1,428
280
708
255
5.0766
305,400
NEAR OCEAN
-122.01
36.95
52
1,217
325
508
237
2.0547
326,700
NEAR OCEAN
-119.06
34.36
52
1,239
320
934
298
1.8618
183,300
<1H OCEAN
-122.22
37.79
46
2,366
575
1,647
527
2.6042
124,700
NEAR BAY
-118.1
34.07
36
3,661
956
3,816
931
2.5104
185,000
<1H OCEAN
-118.94
35.37
37
1,667
362
971
335
2.875
57,400
INLAND
-117.94
33.9
27
2,029
242
711
254
9.7956
500,001
<1H OCEAN
-118.15
33.92
28
1,038
252
912
245
2.5875
161,200
<1H OCEAN
-122.16
37.7
36
2,239
391
1,203
379
5.0043
190,400
NEAR BAY
-118.55
34.19
36
978
170
475
192
4.675
222,500
<1H OCEAN
-118.43
34.24
36
1,488
313
1,221
296
4.0208
171,400
<1H OCEAN
-118.3
33.79
9
2,782
884
1,790
748
2.9154
203,300
<1H OCEAN
-122.68
38.43
29
488
63
161
62
6.0774
334,400
<1H OCEAN
-122.57
38.11
32
3,521
748
1,706
723
3.4705
228,600
NEAR BAY
-117.89
33.68
26
2,905
504
1,452
491
5.0853
260,300
<1H OCEAN
-122.04
37.94
24
5,732
873
2,444
888
5.6292
231,400
NEAR BAY
-119.67
36.33
19
1,241
244
850
237
2.9375
81,700
INLAND
-121.26
38.13
25
2,549
675
2,053
648
2.0875
83,100
INLAND
-118.02
33.83
16
1,139
328
665
290
3.2933
260,000
<1H OCEAN
-117.32
34.24
29
1,290
263
323
113
1.9265
103,300
INLAND
-118.85
34.17
42
564
96
220
81
4.5625
318,800
<1H OCEAN
-118.31
33.94
40
1,550
null
798
270
3.775
153,800
<1H OCEAN
-122.13
39
23
3,832
774
2,435
747
2.2754
59,200
INLAND
-119.44
36.58
37
1,054
null
879
257
2.5234
63,500
INLAND
-119.7
34.41
19
1,215
360
1,349
423
2.6607
226,500
NEAR OCEAN
-117.7
33.64
15
5,743
773
2,380
773
8.1926
326,600
<1H OCEAN
-119.66
36.32
24
2,652
568
1,532
445
2.3256
56,800
INLAND
-120.88
37.52
2
1,871
409
707
256
2.6103
133,600
INLAND
-122.11
37.14
29
3,201
640
1,722
570
4.4597
204,100
NEAR OCEAN
-118.04
34.06
39
1,258
245
988
228
3.2132
176,100
<1H OCEAN
-122.7
38.23
47
2,090
387
1,053
377
3.5673
310,300
<1H OCEAN
-118.1
34.16
46
2,863
513
1,412
498
5.3272
330,200
INLAND
-118.3
34.26
37
2,824
633
1,619
573
3.5568
184,500
<1H OCEAN
-118.24
34.08
52
137
26
65
24
4.025
137,500
<1H OCEAN
-118.29
34
6
1,487
468
1,509
403
1.4639
112,500
<1H OCEAN
-118.14
34.08
30
1,433
397
1,110
346
2.3464
191,700
<1H OCEAN
-117.31
33.24
6
1,580
288
792
265
4.0469
162,400
<1H OCEAN
-121.6
37.91
13
2,479
394
1,075
350
5.1017
241,400
INLAND
-121.76
37.68
52
2,157
418
929
419
3.7301
204,400
INLAND
-117.88
33.89
19
3,583
911
2,300
871
3.0214
218,400
<1H OCEAN
-121.75
37.71
11
12,070
2,220
5,826
2,125
4.8624
192,400
INLAND
-120.21
36.98
21
1,667
303
861
276
2.6012
92,200
INLAND
-122.13
37.72
25
1,134
153
340
171
6.5095
371,200
NEAR BAY
-122.11
37.66
36
1,755
316
913
299
4.1302
172,700
NEAR BAY
-121.06
38.7
9
13,255
1,739
5,001
1,627
6.314
228,900
INLAND
-117.67
33.54
16
2,102
350
1,003
328
4.7981
170,800
<1H OCEAN
-118.14
33.97
29
1,846
530
2,576
528
2.63
156,000
<1H OCEAN
-118.46
34.19
20
5,992
1,820
4,826
1,632
2.7237
233,500
<1H OCEAN
-121.3
37.94
52
24
6
23
5
2.375
67,500
INLAND
-118.09
34.14
40
3,092
549
1,457
536
5.3377
373,800
INLAND
-122
38.23
1
2,062
343
872
268
5.2636
191,300
INLAND
-118.11
33.92
34
1,414
263
983
264
4.1767
156,600
<1H OCEAN
-117.19
34.07
40
2,374
500
1,772
455
2.189
72,500
INLAND
-121.43
38.52
43
2,089
399
955
385
2.5898
72,100
INLAND
-117.89
33.74
32
1,562
365
2,145
347
2.9167
158,400
<1H OCEAN
-122.03
37.37
9
2,966
770
1,430
740
3.0047
256,000
<1H OCEAN
-117.18
32.75
52
1,504
208
518
196
8.603
459,600
NEAR OCEAN
-122.28
37.79
30
4,145
869
3,668
855
2.5444
275,000
NEAR BAY
-119.85
36.76
10
2,067
450
845
354
1.8214
80,100
INLAND
-116.61
33.04
11
2,522
538
616
269
3.875
198,100
INLAND
-121.93
37.7
3
2,456
582
793
456
4.4087
225,600
<1H OCEAN
-118.51
34.17
31
3,252
834
1,411
760
3.1885
219,000
<1H OCEAN
-122.47
37.67
20
5,689
992
3,752
1,002
5.5845
304,300
NEAR OCEAN
-117.03
32.72
38
886
176
505
188
3.5938
125,400
NEAR OCEAN
-122.12
38.01
50
1,300
263
691
239
3.9519
126,500
NEAR BAY
-117.92
34.05
36
2,241
419
1,743
448
4.6587
161,900
<1H OCEAN
-117.23
32.75
23
2,415
653
1,275
596
3.1389
101,800
NEAR OCEAN
-122.08
37.68
37
848
202
314
205
2.3958
190,800
NEAR BAY
-122.31
40.45
10
1,187
236
728
248
2.0469
66,800
INLAND
-118.68
34.27
26
1,561
212
817
242
5.477
209,100
<1H OCEAN
-121.97
37.97
27
1,691
289
807
296
6.1168
210,500
INLAND
-121.32
38.68
25
1,252
207
587
217
3.5893
146,400
INLAND
-117.91
33.67
32
3,058
562
1,475
569
4.4625
253,500
<1H OCEAN
-118.05
33.99
38
1,619
null
886
357
3.7328
182,400
<1H OCEAN
-122.23
37.78
44
2,340
825
2,813
751
1.6009
118,100
NEAR BAY
-117.1
32.75
16
2,426
799
1,505
754
1.6444
103,400
NEAR OCEAN
-117.92
33.87
33
1,597
null
1,888
423
3.055
157,800
<1H OCEAN
-118.24
34
43
863
206
788
187
0.9463
95,000
<1H OCEAN
-119.76
36.75
41
1,576
417
1,567
366
1.2545
45,500
INLAND
-120.35
36.16
18
1,519
296
846
272
2.7792
85,300
INLAND
-118.31
33.98
52
1,837
426
1,062
343
2
96,500
<1H OCEAN
-117.94
33.64
18
1,867
426
871
399
2.6221
272,000
<1H OCEAN
-119.72
36.81
28
1,651
305
780
309
2.9453
72,200
INLAND
-122.47
37.69
30
837
213
606
199
4.875
258,800
NEAR OCEAN
-122.76
38.46
14
4,742
756
2,149
732
4.5152
199,200
<1H OCEAN
-122.36
37.58
37
3,325
734
1,468
692
4.0987
434,000
NEAR OCEAN
-117.98
33.75
24
3,865
802
2,670
772
3.8158
180,000
<1H OCEAN
-117
32.7
23
2,785
468
1,456
449
4.3714
131,000
NEAR OCEAN
-117.82
33.81
25
2,662
402
1,247
401
5.4395
244,000
<1H OCEAN
-122
37.4
17
4,324
854
1,656
885
3.6619
232,400
<1H OCEAN
-118.36
33.89
40
756
122
371
130
5.0299
329,200
<1H OCEAN
-121.37
38.67
36
1,354
258
771
267
2.2723
78,800
INLAND