patient_id
string
age_group
string
sex
string
race
string
insurance
string
age
int64
sex_male
int64
cci_score
int64
has_hypertension
int64
has_diabetes
int64
has_chf
int64
has_ckd
int64
has_copd
int64
has_mi
int64
has_cvd
int64
has_dementia
int64
has_cancer
int64
has_metastatic
int64
prior_hosp_count
int64
ed_visits_count
int64
bmi
float64
adi_score
float64
ins_medicare
int64
ins_medicaid
int64
ins_private
int64
high_need
int64
P09701
18-44
M
Other
Private
39
1
4
0
0
0
1
0
0
0
0
1
0
0
0
42.3
34.2
0
0
1
0
P09702
18-44
M
Other
Medicaid
33
1
0
0
0
0
0
0
0
0
0
0
0
0
0
23.9
38.1
0
1
0
0
P09703
75+
M
White
Medicare
76
1
1
0
0
0
0
0
0
0
1
0
0
2
3
31.7
71.9
1
0
0
1
P09704
45-64
F
White
Private
59
0
1
1
1
0
0
0
0
0
0
0
0
0
0
24.9
78.7
0
0
1
0
P09705
45-64
F
Black
Uninsured
61
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.1
17.7
0
0
0
0
P09706
18-44
M
White
Uninsured
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
41.4
67.2
0
0
0
0
P09707
75+
M
White
Medicare
91
1
0
0
0
0
0
0
0
0
0
0
0
0
0
24.8
29
1
0
0
0
P09708
75+
M
White
Private
80
1
0
1
0
0
0
0
0
0
0
0
0
0
0
29.3
6.9
0
0
1
0
P09709
75+
F
White
Medicare
83
0
0
1
0
0
0
0
0
0
0
0
0
1
5
39.9
21.6
1
0
0
1
P09710
65-74
M
Hispanic
Medicare
72
1
0
1
0
0
0
0
0
0
0
0
0
3
0
29.3
65
1
0
0
0
P09711
75+
F
Hispanic
Private
87
0
2
1
1
1
0
0
0
0
0
0
0
0
0
28.1
18.5
0
0
1
1
P09712
45-64
F
Asian
Uninsured
56
0
3
1
0
0
0
1
0
0
0
1
0
1
2
31.8
54.8
0
0
0
1
P09713
75+
M
White
Medicare
90
1
1
0
0
0
0
0
0
0
1
0
0
2
0
39.7
36.8
1
0
0
0
P09714
75+
F
Hispanic
Medicare
87
0
2
0
0
0
1
0
0
0
0
0
0
5
4
31.9
21.8
1
0
0
1
P09715
18-44
F
White
Private
21
0
0
0
0
0
0
0
0
0
0
0
0
0
0
33.3
63.1
0
0
1
0
P09716
65-74
F
White
Medicare
66
0
2
1
0
0
0
1
1
0
0
0
0
0
0
29
20.7
1
0
0
0
P09717
45-64
F
Asian
Private
59
0
2
1
0
0
1
0
0
0
0
0
0
0
0
25.6
66.9
0
0
1
0
P09718
18-44
F
Hispanic
Medicaid
24
0
0
0
0
0
0
0
0
0
0
0
0
0
0
31
58.4
0
1
0
0
P09719
75+
F
Black
Uninsured
88
0
0
0
0
0
0
0
0
0
0
0
0
0
5
23
18.8
0
0
0
0
P09720
18-44
M
White
Medicaid
30
1
0
1
0
0
0
0
0
0
0
0
0
0
0
27.2
71.8
0
1
0
0
P09721
75+
F
White
Medicare
87
0
3
1
0
1
0
1
0
0
1
0
0
5
4
26.9
28.4
1
0
0
1
P09722
75+
M
Black
Medicare
79
1
2
1
1
0
0
0
1
0
0
0
0
0
0
36.4
83.3
1
0
0
1
P09723
65-74
M
White
Medicare
67
1
1
0
0
1
0
0
0
0
0
0
0
0
0
25.1
77
1
0
0
1
P09724
45-64
F
White
Medicaid
58
0
5
1
0
1
1
0
0
1
1
0
0
3
1
35.5
21.4
0
1
0
1
P09725
65-74
M
Hispanic
Medicare
66
1
0
0
0
0
0
0
0
0
0
0
0
4
0
28.5
48.8
1
0
0
0
P09726
75+
M
White
Medicaid
81
1
1
0
0
0
0
1
0
0
0
0
0
0
2
28.4
33.2
0
1
0
1
P09727
45-64
M
White
Private
63
1
0
0
0
0
0
0
0
0
0
0
0
2
0
36.4
69.9
0
0
1
0
P09728
45-64
F
White
Uninsured
47
0
2
0
0
0
0
0
0
0
0
1
0
0
0
25.2
24
0
0
0
0
P09729
65-74
F
White
Private
70
0
1
0
0
0
0
0
1
0
0
0
0
0
3
32.2
70.1
0
0
1
0
P09730
75+
M
White
Medicare
78
1
1
1
0
0
0
1
0
0
0
0
0
2
4
24
70.6
1
0
0
1
P09731
45-64
F
White
Private
58
0
0
1
0
0
0
0
0
0
0
0
0
0
0
40.8
91.2
0
0
1
0
P09732
45-64
F
White
Medicaid
47
0
1
0
0
0
0
1
0
0
0
0
0
5
2
25.9
70.9
0
1
0
1
P09733
75+
M
White
Uninsured
86
1
1
0
0
0
0
0
1
0
0
0
0
0
0
36.1
32.3
0
0
0
0
P09734
18-44
F
White
Private
29
0
0
1
0
0
0
0
0
0
0
0
0
0
4
24.5
92
0
0
1
0
P09735
18-44
M
Hispanic
Private
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
33.6
80.7
0
0
1
0
P09736
65-74
F
White
Uninsured
65
0
1
0
0
0
0
0
0
0
1
0
0
0
5
37.7
33.9
0
0
0
0
P09737
18-44
F
White
Medicaid
31
0
0
1
0
0
0
0
0
0
0
0
0
0
0
31.7
34.5
0
1
0
0
P09738
45-64
M
Black
Uninsured
55
1
0
1
0
0
0
0
0
0
0
0
0
0
0
31.7
54.5
0
0
0
0
P09739
65-74
F
White
Medicare
67
0
0
0
0
0
0
0
0
0
0
0
0
1
0
23.2
77.7
1
0
0
0
P09740
65-74
M
White
Medicare
67
1
3
0
1
0
1
0
0
0
0
0
0
0
0
20.2
38.4
1
0
0
0
P09741
65-74
F
Asian
Private
71
0
1
1
1
0
0
0
0
0
0
0
0
4
0
29.9
26.4
0
0
1
1
P09742
45-64
M
White
Private
55
1
3
0
0
1
0
0
0
0
0
1
0
0
1
37
33.4
0
0
1
0
P09743
65-74
F
White
Medicare
70
0
0
1
0
0
0
0
0
0
0
0
0
4
0
25
63.5
1
0
0
0
P09744
65-74
F
White
Medicare
73
0
0
1
0
0
0
0
0
0
0
0
0
0
0
25.8
12.4
1
0
0
0
P09745
75+
M
Hispanic
Medicare
83
1
1
1
1
0
0
0
0
0
0
0
0
1
5
31.3
53.7
1
0
0
1
P09746
75+
F
White
Medicare
92
0
1
1
0
1
0
0
0
0
0
0
0
2
4
23.6
34.8
1
0
0
1
P09747
65-74
M
White
Medicare
73
1
1
0
0
1
0
0
0
0
0
0
0
0
0
30.7
92.5
1
0
0
1
P09748
75+
F
White
Medicare
86
0
3
1
0
1
1
0
0
0
0
0
0
0
3
31.6
16.8
1
0
0
1
P09749
75+
F
Hispanic
Medicare
79
0
0
1
0
0
0
0
0
0
0
0
0
4
5
26
25.6
1
0
0
1
P09750
18-44
M
White
Private
28
1
0
1
0
0
0
0
0
0
0
0
0
0
0
18.9
1.8
0
0
1
0
P09751
75+
M
Asian
Medicare
75
1
4
1
1
0
1
0
1
0
0
0
0
5
0
31.7
72.3
1
0
0
1
P09752
75+
M
Hispanic
Medicare
88
1
2
1
0
0
1
0
0
0
0
0
0
2
0
27.9
26.9
1
0
0
1
P09753
45-64
F
White
Medicare
50
0
0
0
0
0
0
0
0
0
0
0
0
0
3
27
100
1
0
0
0
P09754
18-44
F
White
Medicaid
42
0
0
0
0
0
0
0
0
0
0
0
0
2
0
31.3
57.3
0
1
0
0
P09755
65-74
M
Asian
Medicare
70
1
0
1
0
0
0
0
0
0
0
0
0
3
5
30
4.8
1
0
0
0
P09756
65-74
M
White
Private
69
1
0
1
0
0
0
0
0
0
0
0
0
0
5
21.7
39.8
0
0
1
0
P09757
75+
F
White
Medicare
78
0
0
0
0
0
0
0
0
0
0
0
0
1
3
28.2
40
1
0
0
0
P09758
65-74
M
White
Medicare
65
1
0
1
0
0
0
0
0
0
0
0
0
0
4
26.3
8.7
1
0
0
0
P09759
18-44
M
White
Medicaid
35
1
0
0
0
0
0
0
0
0
0
0
0
0
0
38.3
80.1
0
1
0
0
P09760
45-64
F
White
Medicaid
59
0
2
0
0
0
0
0
0
0
0
1
0
0
0
27.5
38.7
0
1
0
0
P09761
75+
M
Black
Medicare
80
1
1
1
0
0
0
1
0
0
0
0
0
4
0
36.1
84.3
1
0
0
1
P09762
18-44
F
Black
Private
18
0
0
0
0
0
0
0
0
0
0
0
0
0
4
38.8
1.8
0
0
1
0
P09763
75+
M
White
Medicare
81
1
3
1
1
0
1
0
0
0
0
0
0
0
3
30.2
57.4
1
0
0
1
P09764
45-64
F
White
Medicaid
59
0
0
0
0
0
0
0
0
0
0
0
0
0
3
18.5
63.3
0
1
0
1
P09765
65-74
M
White
Medicare
70
1
0
1
0
0
0
0
0
0
0
0
0
3
0
34.5
24.3
1
0
0
0
P09766
65-74
M
Black
Medicare
65
1
1
1
0
0
0
0
1
0
0
0
0
0
5
17.6
57.4
1
0
0
0
P09767
45-64
M
White
Medicaid
47
1
0
0
0
0
0
0
0
0
0
0
0
0
0
29.5
56.8
0
1
0
0
P09768
65-74
F
Other
Medicare
65
0
2
1
0
0
1
0
0
0
0
0
0
0
5
32.3
28.5
1
0
0
0
P09769
65-74
F
Hispanic
Medicare
71
0
1
1
0
0
0
0
0
1
0
0
0
0
0
25
31.6
1
0
0
0
P09770
18-44
M
Black
Private
38
1
0
0
0
0
0
0
0
0
0
0
0
0
0
37.3
33.2
0
0
1
0
P09771
45-64
F
White
Private
52
0
2
0
0
1
0
0
1
0
0
0
0
0
0
40.4
51.7
0
0
1
0
P09772
75+
M
White
Medicare
88
1
0
1
0
0
0
0
0
0
0
0
0
0
0
33.4
39.3
1
0
0
0
P09773
75+
M
White
Medicare
75
1
2
0
0
0
1
0
0
0
0
0
0
0
0
15.9
93.8
1
0
0
0
P09774
65-74
M
Hispanic
Medicare
70
1
0
1
0
0
0
0
0
0
0
0
0
0
1
28.7
14.9
1
0
0
0
P09775
75+
F
Asian
Medicare
80
0
1
0
0
0
0
0
0
0
1
0
0
0
5
19.8
27.6
1
0
0
0
P09776
18-44
M
Other
Private
39
1
0
0
0
0
0
0
0
0
0
0
0
0
0
30.9
16.8
0
0
1
0
P09777
18-44
M
White
Medicaid
30
1
0
1
0
0
0
0
0
0
0
0
0
0
0
32.7
47.4
0
1
0
0
P09778
65-74
F
Black
Private
72
0
1
1
0
0
0
0
0
0
1
0
0
0
3
31.1
77.8
0
0
1
0
P09779
65-74
F
White
Medicare
70
0
4
1
0
1
1
0
0
1
0
0
0
0
0
17.1
70.2
1
0
0
1
P09780
75+
M
White
Medicare
84
1
4
0
0
1
1
0
1
0
0
0
0
5
4
23.8
53
1
0
0
1
P09781
45-64
F
Black
Private
62
0
2
0
0
0
0
0
0
0
0
1
0
0
0
26.7
42.6
0
0
1
0
P09782
65-74
M
Asian
Medicare
73
1
0
0
0
0
0
0
0
0
0
0
0
0
1
27.9
45.1
1
0
0
0
P09783
65-74
F
Hispanic
Medicare
69
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.4
85.2
1
0
0
0
P09784
45-64
M
Hispanic
Medicaid
51
1
0
0
0
0
0
0
0
0
0
0
0
0
2
27.9
72
0
1
0
0
P09785
65-74
F
White
Private
70
0
1
0
1
0
0
0
0
0
0
0
0
2
0
23.5
13.2
0
0
1
1
P09786
65-74
F
Black
Private
66
0
1
0
1
0
0
0
0
0
0
0
0
0
5
22.4
63.1
0
0
1
0
P09787
45-64
M
White
Private
52
1
2
0
0
0
1
0
0
0
0
0
0
0
0
24.2
46.9
0
0
1
0
P09788
45-64
M
White
Medicaid
61
1
1
1
0
1
0
0
0
0
0
0
0
0
0
29.2
8.9
0
1
0
0
P09789
45-64
M
White
Private
62
1
0
0
0
0
0
0
0
0
0
0
0
0
0
37.8
40.9
0
0
1
0
P09790
75+
F
White
Medicare
83
0
1
0
1
0
0
0
0
0
0
0
0
2
4
28
74.8
1
0
0
1
P09791
45-64
F
White
Medicaid
52
0
0
1
0
0
0
0
0
0
0
0
0
2
3
20.5
56.7
0
1
0
0
P09792
18-44
F
Black
Medicaid
40
0
0
0
0
0
0
0
0
0
0
0
0
0
0
44.3
19.1
0
1
0
0
P09793
18-44
F
Asian
Uninsured
23
0
0
1
0
0
0
0
0
0
0
0
0
0
0
29.4
73.1
0
0
0
0
P09794
18-44
F
Black
Medicaid
19
0
0
1
0
0
0
0
0
0
0
0
0
0
0
34.9
54.8
0
1
0
0
P09795
45-64
F
White
Medicaid
46
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.4
64.8
0
1
0
0
P09796
65-74
F
White
Medicare
65
0
0
0
0
0
0
0
0
0
0
0
0
1
1
29.1
12.1
1
0
0
0
P09797
18-44
M
White
Private
40
1
0
1
0
0
0
0
0
0
0
0
0
0
0
24.9
21.8
0
0
1
0
P09798
45-64
F
Black
Private
45
0
0
1
0
0
0
0
0
0
0
0
0
0
0
36.8
63.8
0
0
1
0
P09799
18-44
M
White
Medicaid
26
1
0
1
0
0
0
0
0
0
0
0
0
3
0
27.2
49.8
0
1
0
0
P09800
45-64
M
White
Private
56
1
1
0
1
0
0
0
0
0
0
0
0
0
2
21
67.1
0
0
1
0