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
P00001
75+
M
Asian
Medicare
75
1
2
0
1
0
0
0
1
0
0
0
0
0
1
39
89.4
1
0
0
1
P00002
65-74
M
Other
Medicare
71
1
1
0
1
0
0
0
0
0
0
0
0
0
3
23.6
68.4
1
0
0
0
P00003
75+
M
Hispanic
Medicare
79
1
0
1
0
0
0
0
0
0
0
0
0
3
0
30.5
79.8
1
0
0
1
P00004
65-74
F
White
Medicare
71
0
1
1
0
0
0
1
0
0
0
0
0
0
4
33
27
1
0
0
0
P00005
18-44
F
White
Private
32
0
0
1
0
0
0
0
0
0
0
0
0
0
5
34
40.5
0
0
1
0
P00006
75+
M
White
Medicaid
79
1
2
1
0
0
1
0
0
0
0
0
0
0
2
34.9
62.7
0
1
0
0
P00007
75+
M
White
Private
84
1
1
0
0
1
0
0
0
0
0
0
0
4
4
29.7
37.8
0
0
1
1
P00008
75+
F
Hispanic
Medicare
75
0
0
1
0
0
0
0
0
0
0
0
0
2
1
31.6
31.2
1
0
0
0
P00009
18-44
M
Black
Private
36
1
0
0
0
0
0
0
0
0
0
0
0
0
0
27.7
79.8
0
0
1
0
P00010
65-74
M
White
Medicare
67
1
2
1
0
0
1
0
0
0
0
0
0
4
2
27.1
56.9
1
0
0
1
P00011
45-64
M
White
Medicaid
52
1
1
0
0
0
0
0
1
0
0
0
0
0
0
30.1
63.6
0
1
0
0
P00012
75+
M
White
Medicare
78
1
2
0
0
0
0
1
0
0
1
0
0
0
3
26.7
8
1
0
0
1
P00013
65-74
F
Hispanic
Medicare
68
0
2
1
1
0
0
0
1
0
0
0
0
3
0
33.5
22.6
1
0
0
1
P00014
75+
F
White
Medicare
82
0
4
0
0
0
1
0
0
0
0
1
0
5
0
20.4
43.4
1
0
0
1
P00015
65-74
M
White
Medicare
67
1
0
0
0
0
0
0
0
0
0
0
0
2
4
23.1
37.6
1
0
0
1
P00016
45-64
F
White
Private
63
0
0
0
0
0
0
0
0
0
0
0
0
0
3
28.7
32.2
0
0
1
0
P00017
65-74
M
Black
Medicare
67
1
1
1
1
0
0
0
0
0
0
0
0
4
5
40.7
27.8
1
0
0
1
P00018
18-44
F
White
Private
22
0
1
0
1
0
0
0
0
0
0
0
0
0
5
15
50.4
0
0
1
0
P00019
75+
M
White
Medicare
85
1
0
1
0
0
0
0
0
0
0
0
0
0
1
25.3
54.3
1
0
0
0
P00020
65-74
M
Hispanic
Private
67
1
1
1
0
0
0
0
0
0
1
0
0
0
0
18.7
6.3
0
0
1
0
P00021
75+
F
Asian
Medicare
84
0
1
0
0
0
0
0
0
0
1
0
0
5
0
39.2
43.1
1
0
0
1
P00022
45-64
F
White
Private
58
0
1
0
1
0
0
0
0
0
0
0
0
0
3
26
73.7
0
0
1
0
P00023
75+
F
Hispanic
Medicare
76
0
0
1
0
0
0
0
0
0
0
0
0
2
0
21.8
56
1
0
0
0
P00024
75+
F
White
Medicare
85
0
1
1
0
0
0
1
0
0
0
0
0
0
0
33.8
76.8
1
0
0
0
P00025
75+
F
Black
Medicare
75
0
0
0
0
0
0
0
0
0
0
0
0
3
4
34.5
33.4
1
0
0
0
P00026
45-64
F
White
Private
45
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.8
44.4
0
0
1
0
P00027
65-74
M
Hispanic
Private
65
1
0
0
0
0
0
0
0
0
0
0
0
0
0
35.3
12.3
0
0
1
0
P00028
18-44
F
Hispanic
Uninsured
22
0
0
1
0
0
0
0
0
0
0
0
0
0
0
35.4
46.5
0
0
0
0
P00029
18-44
F
White
Medicaid
27
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.5
37.3
0
1
0
0
P00030
65-74
F
White
Medicare
73
0
1
1
0
0
0
0
0
0
1
0
0
0
2
20.6
39.7
1
0
0
0
P00031
75+
F
Hispanic
Medicare
93
0
0
0
0
0
0
0
0
0
0
0
0
4
0
25.4
22.7
1
0
0
1
P00032
75+
F
White
Medicare
77
0
1
1
1
0
0
0
0
0
0
0
0
0
2
27.8
61.8
1
0
0
0
P00033
45-64
M
Black
Private
63
1
2
0
0
0
0
0
0
0
0
1
0
4
5
23.8
48.9
0
0
1
1
P00034
45-64
M
White
Private
57
1
4
1
0
0
1
1
0
0
1
0
0
0
0
29.9
71
0
0
1
0
P00035
65-74
F
White
Private
69
0
0
0
0
0
0
0
0
0
0
0
0
0
5
20.1
13.4
0
0
1
0
P00036
45-64
M
Black
Medicaid
60
1
2
1
0
0
1
0
0
0
0
0
0
1
0
34.4
65.2
0
1
0
0
P00037
18-44
F
White
Private
30
0
0
0
0
0
0
0
0
0
0
0
0
0
1
36.4
61.9
0
0
1
0
P00038
65-74
M
Hispanic
Medicare
67
1
0
0
0
0
0
0
0
0
0
0
0
0
0
18.7
3.3
1
0
0
1
P00039
45-64
M
White
Medicaid
55
1
1
0
1
0
0
0
0
0
0
0
0
0
0
46.1
79.5
0
1
0
0
P00040
65-74
F
White
Medicare
71
0
0
1
0
0
0
0
0
0
0
0
0
4
1
31.3
72.9
1
0
0
1
P00041
65-74
M
White
Medicare
71
1
0
0
0
0
0
0
0
0
0
0
0
0
3
33.2
80.1
1
0
0
0
P00042
75+
F
White
Medicare
78
0
4
1
0
1
1
1
0
0
0
0
0
2
2
35.9
59
1
0
0
1
P00043
65-74
M
Black
Uninsured
73
1
1
1
0
0
0
0
1
0
0
0
0
0
1
30.4
41.1
0
0
0
0
P00044
45-64
F
White
Medicaid
50
0
0
0
0
0
0
0
0
0
0
0
0
4
0
25.6
61.6
0
1
0
0
P00045
75+
F
White
Medicare
91
0
3
1
0
0
1
0
1
0
0
0
0
1
0
26.9
29.7
1
0
0
1
P00046
75+
F
Other
Private
81
0
0
1
0
0
0
0
0
0
0
0
0
4
1
35
81.1
0
0
1
0
P00047
45-64
M
White
Private
46
1
1
0
1
0
0
0
0
0
0
0
0
0
0
30.5
27
0
0
1
0
P00048
45-64
M
White
Private
63
1
0
1
0
0
0
0
0
0
0
0
0
0
0
17.8
64
0
0
1
0
P00049
65-74
F
Hispanic
Private
70
0
1
0
0
0
0
0
0
0
1
0
0
0
0
34.7
35.3
0
0
1
0
P00050
18-44
F
Black
Medicaid
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
23
33.5
0
1
0
0
P00051
45-64
F
White
Medicaid
45
0
2
0
0
0
1
0
0
0
0
0
0
0
0
25.3
62.4
0
1
0
0
P00052
18-44
F
Other
Medicaid
21
0
1
0
1
0
0
0
0
0
0
0
0
1
0
30.8
80.2
0
1
0
0
P00053
75+
F
White
Medicare
78
0
1
1
0
1
0
0
0
0
0
0
0
0
5
41.2
30.7
1
0
0
1
P00054
65-74
F
White
Medicare
73
0
0
0
0
0
0
0
0
0
0
0
0
3
0
45
63.9
1
0
0
0
P00055
65-74
F
White
Medicare
66
0
1
0
1
0
0
0
0
0
0
0
0
0
3
24.5
81.5
1
0
0
0
P00056
75+
F
Asian
Medicare
78
0
4
1
0
0
0
0
1
0
1
1
0
1
0
33.3
58
1
0
0
0
P00057
65-74
F
White
Medicare
72
0
1
0
0
1
0
0
0
0
0
0
0
0
0
32.9
76
1
0
0
1
P00058
65-74
F
Hispanic
Medicare
72
0
1
1
0
1
0
0
0
0
0
0
0
0
0
22.2
41
1
0
0
0
P00059
18-44
F
White
Private
23
0
0
0
0
0
0
0
0
0
0
0
0
0
0
35.6
57
0
0
1
0
P00060
18-44
M
White
Medicaid
34
1
0
1
0
0
0
0
0
0
0
0
0
0
0
19.1
52.2
0
1
0
0
P00061
65-74
M
Hispanic
Medicare
69
1
2
1
0
0
1
0
0
0
0
0
0
3
2
41.9
79.2
1
0
0
1
P00062
65-74
F
Other
Medicare
70
0
0
1
0
0
0
0
0
0
0
0
0
0
0
19.3
34.6
1
0
0
0
P00063
65-74
F
White
Medicare
67
0
1
0
1
0
0
0
0
0
0
0
0
2
0
27.6
56.9
1
0
0
0
P00064
75+
M
White
Private
90
1
1
1
1
0
0
0
0
0
0
0
0
4
4
34.4
21
0
0
1
1
P00065
65-74
F
Black
Medicare
72
0
1
1
1
0
0
0
0
0
0
0
0
4
0
35.4
33.5
1
0
0
1
P00066
65-74
F
White
Medicare
71
0
0
0
0
0
0
0
0
0
0
0
0
0
2
27.1
91.7
1
0
0
0
P00067
65-74
F
White
Medicare
73
0
1
1
0
0
0
0
1
0
0
0
0
1
2
33.7
100
1
0
0
1
P00068
45-64
F
White
Private
47
0
0
0
0
0
0
0
0
0
0
0
0
0
3
29.8
42.6
0
0
1
0
P00069
18-44
M
Asian
Medicaid
35
1
0
1
0
0
0
0
0
0
0
0
0
0
1
38.8
32.2
0
1
0
0
P00070
65-74
F
White
Medicare
73
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.3
90
1
0
0
1
P00071
45-64
M
White
Private
55
1
2
1
0
0
0
0
0
0
0
1
0
5
0
29.3
28.6
0
0
1
0
P00072
45-64
F
White
Uninsured
62
0
3
0
0
1
1
0
0
0
0
0
0
4
5
32.2
52.3
0
0
0
1
P00073
75+
M
White
Medicare
81
1
1
1
0
1
0
0
0
0
0
0
0
3
0
24.6
65.9
1
0
0
1
P00074
45-64
F
White
Private
62
0
2
0
0
0
0
0
0
0
0
1
0
0
0
32.5
89.9
0
0
1
0
P00075
18-44
F
White
Private
42
0
0
1
0
0
0
0
0
0
0
0
0
0
0
27.5
20.7
0
0
1
0
P00076
45-64
F
White
Private
56
0
2
0
0
0
0
0
0
0
0
1
0
0
0
20.4
32.4
0
0
1
0
P00077
45-64
F
White
Medicaid
58
0
2
1
0
0
1
0
0
0
0
0
0
0
0
27.3
43.9
0
1
0
0
P00078
65-74
F
White
Medicare
69
0
3
1
0
0
0
0
0
0
1
1
0
0
0
30.1
37.4
1
0
0
0
P00079
65-74
F
Hispanic
Medicare
67
0
1
0
1
0
0
0
0
0
0
0
0
0
1
27.6
88
1
0
0
0
P00080
75+
M
White
Medicare
85
1
3
1
0
0
1
0
0
0
1
0
0
5
0
21.7
36.7
1
0
0
1
P00081
65-74
M
White
Medicare
73
1
1
0
0
1
0
0
0
0
0
0
0
2
0
36.2
27.6
1
0
0
1
P00082
45-64
F
White
Private
45
0
0
0
0
0
0
0
0
0
0
0
0
0
3
21.1
17.8
0
0
1
0
P00083
75+
M
White
Medicare
79
1
1
1
1
0
0
0
0
0
0
0
0
0
1
26.5
13.7
1
0
0
0
P00084
18-44
F
Hispanic
Private
30
0
0
1
0
0
0
0
0
0
0
0
0
0
0
21.3
47
0
0
1
0
P00085
18-44
M
Black
Medicaid
26
1
0
0
0
0
0
0
0
0
0
0
0
0
2
19.7
59.7
0
1
0
0
P00086
18-44
F
Hispanic
Private
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
30.9
1.8
0
0
1
0
P00087
75+
M
White
Medicare
82
1
4
0
1
0
1
0
0
1
0
0
0
4
0
29.2
45.8
1
0
0
1
P00088
65-74
F
Other
Medicaid
70
0
2
0
0
0
1
0
0
0
0
0
0
1
0
17.9
30.1
0
1
0
1
P00089
18-44
M
White
Private
20
1
0
0
0
0
0
0
0
0
0
0
0
0
4
20.5
41.4
0
0
1
0
P00090
65-74
F
White
Medicaid
67
0
1
0
1
0
0
0
0
0
0
0
0
0
0
32.1
31.3
0
1
0
0
P00091
18-44
M
White
Medicaid
36
1
0
1
0
0
0
0
0
0
0
0
0
0
0
26.8
46.3
0
1
0
0
P00092
65-74
F
White
Medicare
69
0
2
0
0
1
0
0
0
0
1
0
0
0
0
36.6
14.1
1
0
0
0
P00093
65-74
M
White
Medicare
71
1
0
0
0
0
0
0
0
0
0
0
0
3
0
30.9
58.6
1
0
0
0
P00094
45-64
F
White
Private
57
0
0
0
0
0
0
0
0
0
0
0
0
0
0
22.6
40.7
0
0
1
0
P00095
45-64
F
Black
Private
51
0
0
0
0
0
0
0
0
0
0
0
0
0
3
37.3
76
0
0
1
0
P00096
65-74
F
Black
Medicare
68
0
0
1
0
0
0
0
0
0
0
0
0
0
0
28.3
57.3
1
0
0
0
P00097
45-64
F
White
Private
63
0
2
1
0
0
1
0
0
0
0
0
0
0
0
38
30.2
0
0
1
0
P00098
18-44
F
White
Private
43
0
0
1
0
0
0
0
0
0
0
0
0
0
0
26.8
58.4
0
0
1
0
P00099
18-44
F
White
Medicaid
18
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.9
76.3
0
1
0
0
P00100
75+
M
Hispanic
Medicare
89
1
1
1
1
0
0
0
0
0
0
0
0
0
1
32.5
42.1
1
0
0
1