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
P00101
75+
F
White
Medicare
84
0
0
1
0
0
0
0
0
0
0
0
0
0
5
37.8
59
1
0
0
1
P00102
65-74
M
White
Medicare
65
1
1
0
0
0
0
0
1
0
0
0
0
0
0
27.1
55.8
1
0
0
0
P00103
45-64
F
White
Private
57
0
0
1
0
0
0
0
0
0
0
0
0
0
0
34
58.3
0
0
1
0
P00104
75+
M
White
Medicaid
75
1
0
1
0
0
0
0
0
0
0
0
0
0
4
28.7
54.7
0
1
0
1
P00105
75+
M
White
Medicare
81
1
0
1
0
0
0
0
0
0
0
0
0
5
3
27.4
14.8
1
0
0
0
P00106
75+
F
Black
Medicare
88
0
1
1
0
0
0
1
0
0
0
0
0
3
0
28.3
18.7
1
0
0
1
P00107
65-74
F
Hispanic
Medicare
72
0
3
1
1
0
1
0
0
0
0
0
0
2
1
25.8
9
1
0
0
1
P00108
45-64
M
Other
Private
52
1
0
1
0
0
0
0
0
0
0
0
0
0
0
25.1
20
0
0
1
0
P00109
18-44
F
White
Private
39
0
2
0
0
0
1
0
0
0
0
0
0
0
0
43.9
53.9
0
0
1
0
P00110
75+
F
White
Medicare
91
0
1
1
1
0
0
0
0
0
0
0
0
5
0
27.2
61.5
1
0
0
1
P00111
65-74
M
Black
Medicare
69
1
0
0
0
0
0
0
0
0
0
0
0
0
0
26.7
25.4
1
0
0
0
P00112
45-64
M
White
Private
48
1
1
1
1
0
0
0
0
0
0
0
0
0
0
40.1
20
0
0
1
0
P00113
45-64
F
White
Medicaid
57
0
0
1
0
0
0
0
0
0
0
0
0
4
5
30.6
60.4
0
1
0
1
P00114
65-74
F
Black
Medicare
65
0
2
0
0
0
1
0
0
0
0
0
0
0
0
29.4
41.8
1
0
0
0
P00115
18-44
M
White
Medicaid
41
1
0
1
0
0
0
0
0
0
0
0
0
0
0
32.8
12.9
0
1
0
0
P00116
75+
F
White
Uninsured
82
0
4
1
1
0
1
0
0
1
0
0
0
5
1
29.5
100
0
0
0
1
P00117
75+
M
White
Medicare
90
1
0
0
0
0
0
0
0
0
0
0
0
4
5
28.2
55.9
1
0
0
1
P00118
75+
F
White
Medicare
89
0
1
1
0
0
0
0
0
1
0
0
0
0
0
34.8
57.5
1
0
0
0
P00119
65-74
M
White
Medicare
69
1
0
0
0
0
0
0
0
0
0
0
0
3
0
16.7
28.7
1
0
0
0
P00120
65-74
M
White
Medicare
73
1
3
1
0
0
1
0
0
1
0
0
0
5
5
26.9
83.4
1
0
0
1
P00121
65-74
M
White
Medicare
72
1
3
0
1
0
1
0
0
0
0
0
0
0
0
27.3
61.4
1
0
0
1
P00122
65-74
F
Hispanic
Private
72
0
0
0
0
0
0
0
0
0
0
0
0
4
5
29.6
89.5
0
0
1
1
P00123
18-44
M
Hispanic
Private
20
1
0
0
0
0
0
0
0
0
0
0
0
0
0
33.8
28.2
0
0
1
0
P00124
45-64
F
Asian
Medicaid
54
0
2
1
0
0
1
0
0
0
0
0
0
0
0
31.8
44.3
0
1
0
0
P00125
18-44
F
Hispanic
Medicaid
42
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.4
1
0
1
0
0
P00126
65-74
F
White
Medicare
72
0
0
1
0
0
0
0
0
0
0
0
0
0
0
28
69.7
1
0
0
0
P00127
45-64
F
White
Private
53
0
0
0
0
0
0
0
0
0
0
0
0
0
0
28.3
60
0
0
1
0
P00128
18-44
M
White
Medicaid
19
1
0
0
0
0
0
0
0
0
0
0
0
0
0
15
85.8
0
1
0
0
P00129
18-44
M
White
Medicaid
25
1
0
0
0
0
0
0
0
0
0
0
0
0
0
29.2
32.7
0
1
0
0
P00130
65-74
M
Black
Medicaid
70
1
2
1
1
0
0
0
1
0
0
0
0
0
0
23.6
60.8
0
1
0
1
P00131
18-44
F
White
Private
34
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.4
46.7
0
0
1
0
P00132
75+
M
Asian
Medicare
93
1
1
1
1
0
0
0
0
0
0
0
0
5
3
34.3
55.2
1
0
0
1
P00133
65-74
F
White
Medicare
65
0
3
0
0
0
1
0
1
0
0
0
0
2
0
30.1
41.5
1
0
0
0
P00134
45-64
F
White
Private
52
0
0
1
0
0
0
0
0
0
0
0
0
0
0
25.8
4.3
0
0
1
0
P00135
65-74
F
Hispanic
Medicare
67
0
0
0
0
0
0
0
0
0
0
0
0
0
3
28
52.9
1
0
0
0
P00136
18-44
F
White
Private
42
0
0
1
0
0
0
0
0
0
0
0
0
0
0
31.4
51.2
0
0
1
0
P00137
75+
M
Black
Medicare
78
1
3
0
0
0
1
0
1
0
0
0
0
4
0
24
76.5
1
0
0
1
P00138
65-74
M
Black
Medicare
66
1
0
1
0
0
0
0
0
0
0
0
0
2
0
23.6
40.7
1
0
0
0
P00139
75+
F
Hispanic
Medicaid
80
0
3
0
0
0
1
0
0
0
1
0
0
0
0
37.6
67.7
0
1
0
1
P00140
18-44
M
Hispanic
Private
20
1
1
0
1
0
0
0
0
0
0
0
0
0
0
29.2
31.2
0
0
1
0
P00141
65-74
F
White
Medicare
70
0
0
1
0
0
0
0
0
0
0
0
0
0
3
30.6
25.7
1
0
0
0
P00142
65-74
F
White
Medicare
69
0
1
0
1
0
0
0
0
0
0
0
0
0
4
33.7
56.9
1
0
0
0
P00143
75+
M
Hispanic
Private
86
1
0
0
0
0
0
0
0
0
0
0
0
0
1
29.2
32.9
0
0
1
0
P00144
65-74
M
White
Medicare
73
1
2
1
0
0
0
1
0
0
1
0
0
2
0
31.5
100
1
0
0
0
P00145
65-74
M
White
Medicare
68
1
0
0
0
0
0
0
0
0
0
0
0
1
1
26.3
20.5
1
0
0
0
P00146
45-64
M
White
Private
50
1
2
0
0
0
0
1
0
0
1
0
0
3
0
31.3
85.1
0
0
1
0
P00147
45-64
F
White
Medicare
52
0
2
0
1
0
0
0
1
0
0
0
0
0
0
20.3
8.7
1
0
0
0
P00148
65-74
F
White
Medicare
72
0
0
0
0
0
0
0
0
0
0
0
0
0
0
27.3
68.5
1
0
0
0
P00149
65-74
M
Other
Medicare
69
1
1
0
0
0
0
1
0
0
0
0
0
0
0
22.6
79.4
1
0
0
0
P00150
18-44
F
White
Private
22
0
0
1
0
0
0
0
0
0
0
0
0
0
0
35.6
60.4
0
0
1
0
P00151
75+
M
White
Medicare
88
1
2
1
0
0
0
0
0
0
0
1
0
5
2
15
73.2
1
0
0
1
P00152
75+
F
White
Medicare
89
0
0
1
0
0
0
0
0
0
0
0
0
0
0
22.6
59.6
1
0
0
0
P00153
18-44
F
White
Uninsured
24
0
0
1
0
0
0
0
0
0
0
0
0
0
0
25.7
55.2
0
0
0
0
P00154
65-74
M
White
Medicare
70
1
1
0
1
0
0
0
0
0
0
0
0
0
0
39.5
55.4
1
0
0
0
P00155
18-44
F
Black
Private
32
0
1
0
0
0
0
1
0
0
0
0
0
3
0
31.8
32.4
0
0
1
0
P00156
65-74
F
White
Medicare
66
0
0
0
0
0
0
0
0
0
0
0
0
0
1
25.1
44.6
1
0
0
0
P00157
45-64
M
White
Private
45
1
0
1
0
0
0
0
0
0
0
0
0
0
0
34.6
49.5
0
0
1
0
P00158
65-74
M
White
Medicare
71
1
1
0
1
0
0
0
0
0
0
0
0
0
0
20.8
1
1
0
0
0
P00159
75+
F
White
Medicare
87
0
3
1
0
1
1
0
0
0
0
0
0
0
0
27.3
51.3
1
0
0
1
P00160
75+
M
Hispanic
Private
89
1
2
1
0
0
1
0
0
0
0
0
0
0
0
28.8
75.4
0
0
1
0
P00161
18-44
M
Asian
Medicaid
27
1
0
0
0
0
0
0
0
0
0
0
0
0
0
31.5
74.3
0
1
0
0
P00162
75+
M
Black
Medicaid
85
1
3
1
0
0
1
0
0
1
0
0
0
1
0
21.5
8
0
1
0
1
P00163
45-64
F
Hispanic
Private
63
0
1
1
1
0
0
0
0
0
0
0
0
5
1
23.1
34.6
0
0
1
1
P00164
18-44
M
White
Medicaid
23
1
1
0
0
0
0
0
0
1
0
0
0
0
0
38.7
74.9
0
1
0
0
P00165
65-74
F
Hispanic
Medicare
70
0
2
1
0
0
1
0
0
0
0
0
0
5
0
33.7
18.1
1
0
0
1
P00166
45-64
M
White
Private
47
1
0
0
0
0
0
0
0
0
0
0
0
0
5
21
75.7
0
0
1
0
P00167
75+
M
Black
Medicare
76
1
5
1
1
0
0
0
1
0
1
1
0
4
5
29.6
25.4
1
0
0
1
P00168
75+
F
White
Medicare
94
0
3
1
1
0
1
0
0
0
0
0
0
0
3
22.1
50.1
1
0
0
1
P00169
45-64
M
White
Medicare
47
1
0
1
0
0
0
0
0
0
0
0
0
0
0
44.6
5.6
1
0
0
0
P00170
75+
F
White
Medicare
88
0
1
0
0
0
0
0
0
1
0
0
0
4
0
35.5
90.1
1
0
0
1
P00171
45-64
M
White
Private
54
1
1
0
1
0
0
0
0
0
0
0
0
0
0
34.7
7.7
0
0
1
0
P00172
65-74
F
White
Medicare
72
0
2
1
0
0
1
0
0
0
0
0
0
2
4
23.5
37.8
1
0
0
1
P00173
45-64
M
White
Uninsured
55
1
0
0
0
0
0
0
0
0
0
0
0
0
2
27.6
47.7
0
0
0
0
P00174
75+
F
Other
Medicare
88
0
0
1
0
0
0
0
0
0
0
0
0
4
5
33.4
15.8
1
0
0
1
P00175
18-44
M
White
Private
41
1
1
1
0
1
0
0
0
0
0
0
0
0
0
25.9
54.2
0
0
1
0
P00176
18-44
F
White
Private
39
0
0
0
0
0
0
0
0
0
0
0
0
0
0
26.1
61.4
0
0
1
0
P00177
65-74
M
White
Medicare
71
1
1
0
0
0
0
1
0
0
0
0
0
3
0
21.6
35.6
1
0
0
1
P00178
75+
M
White
Medicare
78
1
1
0
0
0
0
0
0
0
1
0
0
4
1
26.1
71.8
1
0
0
1
P00179
75+
F
White
Medicare
78
0
3
1
1
1
0
0
0
0
1
0
0
0
0
30
27
1
0
0
1
P00180
75+
M
White
Medicare
84
1
0
1
0
0
0
0
0
0
0
0
0
0
0
25.4
37.4
1
0
0
0
P00181
75+
F
White
Medicare
88
0
4
1
1
1
0
0
0
0
0
1
0
1
5
34
17.8
1
0
0
1
P00182
75+
F
White
Private
88
0
2
0
0
0
1
0
0
0
0
0
0
2
4
35.8
39.1
0
0
1
1
P00183
65-74
F
White
Medicare
72
0
1
1
0
0
0
1
0
0
0
0
0
0
0
30
71.8
1
0
0
0
P00184
45-64
F
White
Medicaid
46
0
0
1
0
0
0
0
0
0
0
0
0
0
4
27.8
43.4
0
1
0
0
P00185
75+
F
Hispanic
Private
78
0
1
0
0
0
0
1
0
0
0
0
0
3
0
37.6
29
0
0
1
0
P00186
65-74
F
Hispanic
Medicare
66
0
2
1
0
0
0
0
0
1
1
0
0
3
2
30.9
25.6
1
0
0
0
P00187
45-64
M
White
Private
55
1
0
0
0
0
0
0
0
0
0
0
0
0
1
25.7
47.7
0
0
1
0
P00188
18-44
F
Black
Medicaid
34
0
2
0
0
0
1
0
0
0
0
0
0
0
0
23.6
60.9
0
1
0
0
P00189
75+
M
Asian
Medicare
77
1
3
1
0
1
0
0
0
1
1
0
0
0
3
38.3
70.1
1
0
0
0
P00190
45-64
M
White
Private
61
1
0
1
0
0
0
0
0
0
0
0
0
0
0
36.4
80.1
0
0
1
0
P00191
75+
M
White
Medicare
81
1
1
0
1
0
0
0
0
0
0
0
0
4
3
33.3
78.8
1
0
0
1
P00192
45-64
M
White
Private
57
1
0
1
0
0
0
0
0
0
0
0
0
4
0
30.1
74.9
0
0
1
0
P00193
18-44
M
White
Medicaid
37
1
0
0
0
0
0
0
0
0
0
0
0
4
0
27.5
44.5
0
1
0
0
P00194
75+
M
Hispanic
Medicare
75
1
3
1
1
0
1
0
0
0
0
0
0
3
5
24
49.6
1
0
0
1
P00195
18-44
F
Hispanic
Private
40
0
0
1
0
0
0
0
0
0
0
0
0
0
0
30.8
66.1
0
0
1
0
P00196
18-44
F
White
Private
43
0
0
0
0
0
0
0
0
0
0
0
0
0
3
20.7
60.4
0
0
1
0
P00197
65-74
F
White
Medicare
73
0
0
1
0
0
0
0
0
0
0
0
0
3
0
40.4
70
1
0
0
0
P00198
75+
M
Hispanic
Medicare
77
1
2
0
1
0
0
0
0
1
0
0
0
0
1
37.1
1
1
0
0
1
P00199
45-64
M
White
Uninsured
52
1
1
0
0
1
0
0
0
0
0
0
0
0
3
37.6
56.1
0
0
0
0
P00200
45-64
F
White
Private
49
0
0
0
0
0
0
0
0
0
0
0
0
0
4
24.1
31.1
0
0
1
0