id
int64
age_years
int64
sex
string
education
string
residence
string
bmi
float64
bmi_category
string
waist_circumference_cm
float64
family_history_diabetes
int64
family_history_hypertension
int64
smoking_status
string
alcohol_use
string
physical_activity
string
salt_intake_high
int64
has_diabetes
int64
has_hypertension
int64
dual_diagnosis
int64
diabetes_type
string
diabetes_duration_years
int64
hypertension_grade
string
hypertension_duration_years
int64
newly_diagnosed_dm
int64
newly_diagnosed_htn
int64
systolic_bp
int64
diastolic_bp
int64
bp_controlled
int64
fasting_glucose_mmol
float64
hba1c_percent
int64
random_glucose_mmol
float64
glycaemic_control
int64
total_cholesterol
int64
ldl
int64
hiv_positive
int64
retinopathy
int64
nephropathy
int64
neuropathy
int64
diabetic_foot
int64
cardiovascular_disease
int64
stroke_history
int64
heart_failure
int64
ckd
int64
on_antihypertensive
int64
antihypertensive_class
string
antihypertensive_combination
int64
on_oral_hypoglycaemic
int64
oral_hypoglycaemic_type
string
on_insulin
int64
on_statin
int64
on_aspirin
int64
medication_adherence
string
lifestyle_counselling
int64
diet_counselling
int64
hospitalised_past_year
int64
emergency_visit_past_year
int64
1
69
F
secondary
urban
20.5
normal
77
0
1
never
none
high
0
0
1
0
none
0
grade_1
0
0
0
153
113
0
5.1
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ace_inhibitor_arb
1
0
none
0
0
0
poor
0
0
0
0
2
51
M
secondary
urban
25.4
overweight
77
1
0
never
moderate
moderate
1
1
0
0
type_2
1
none
0
1
0
122
80
1
10.3
-1
14.4
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
3
68
F
primary
urban
24.7
normal
93
0
0
never
none
low
1
0
1
0
none
0
grade_2
7
0
1
170
114
0
4.9
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
4
53
M
primary
peri_urban
16
underweight
60
1
0
current
moderate
low
0
0
1
0
none
0
grade_1
2
0
0
141
116
0
3.8
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
5
46
M
primary
urban
32.8
obese
109
1
1
never
none
high
0
1
1
1
type_2
0
grade_3
4
1
0
214
158
0
11.7
-1
8.1
0
-1
-1
0
0
0
0
0
1
0
0
1
1
ace_inhibitor_arb
0
0
none
0
0
0
poor
0
1
0
1
6
25
F
primary
rural
29.2
overweight
84
0
1
never
none
high
1
1
1
1
type_2
4
grade_2
5
1
1
180
124
0
8.4
-1
18.5
0
-1
-1
0
0
0
0
0
1
0
0
1
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
7
82
M
none
urban
26.5
overweight
94
1
0
never
moderate
sedentary
0
1
1
1
type_2
1
grade_1
1
1
1
155
118
0
15.3
-1
12.2
0
-1
-1
0
1
0
0
0
1
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
1
1
8
67
F
primary
peri_urban
19.7
normal
69
0
0
never
heavy
low
1
1
1
1
type_2
8
grade_1
0
1
0
162
108
0
9
-1
16.9
0
-1
-1
0
1
1
1
1
1
0
1
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
9
23
M
primary
peri_urban
25.9
overweight
79
0
0
never
moderate
sedentary
0
1
0
0
type_2
11
none
0
1
0
123
75
1
8.8
-1
12.5
0
-1
-1
0
0
0
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
10
47
M
primary
urban
20.7
normal
73
0
0
never
none
low
0
0
1
0
none
0
grade_2
2
0
1
150
118
0
5
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
11
66
F
secondary
rural
25.2
overweight
73
1
0
never
moderate
moderate
0
1
1
1
type_2
11
grade_2
9
1
0
150
124
0
11.5
-1
17.2
0
-1
-1
0
0
0
0
0
0
0
0
1
1
beta_blocker
0
0
none
0
0
0
moderate
0
0
0
0
12
83
F
secondary
urban
33.6
obese
111
0
1
current
moderate
sedentary
0
1
1
1
type_2
2
grade_3
13
1
1
191
131
0
11.1
-1
5.9
0
-1
-1
0
0
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
1
0
1
13
42
M
tertiary
rural
22.7
normal
79
1
0
current
none
moderate
1
0
1
0
none
0
grade_2
9
0
0
155
125
0
5.3
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
14
27
F
none
rural
16
underweight
76
1
1
former
none
moderate
0
1
1
1
type_2
2
grade_2
1
1
1
169
118
0
11.4
-1
22.8
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
15
58
M
secondary
urban
21.2
normal
81
0
0
never
none
moderate
0
0
1
0
none
0
grade_1
6
0
1
145
115
0
5.2
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
16
60
M
primary
urban
24.5
normal
93
0
1
current
heavy
low
1
0
1
0
none
0
grade_1
12
0
1
149
107
0
5.6
-1
-1
0
-1
-1
0
0
0
0
0
0
0
1
0
0
none
0
0
none
0
0
0
not_applicable
0
1
1
0
17
89
F
tertiary
urban
34
obese
99
1
0
never
none
sedentary
1
1
1
1
type_2
2
grade_1
1
1
1
137
94
0
6.7
-1
14.2
1
-1
-1
0
0
0
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
18
53
F
secondary
rural
18.8
normal
64
0
0
never
none
low
1
1
0
0
type_2
3
none
0
1
0
102
74
1
11
-1
8.5
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
19
72
F
secondary
rural
18.9
normal
75
0
0
never
none
sedentary
0
1
0
0
type_2
20
none
0
1
0
126
70
1
15.1
-1
9.9
0
-1
-1
0
0
0
1
0
1
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
1
1
20
66
F
none
peri_urban
21.9
normal
84
0
0
never
none
high
1
0
1
0
none
0
grade_2
1
0
1
162
107
0
5.7
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
21
47
F
secondary
urban
25
overweight
103
1
0
never
none
sedentary
0
0
1
0
none
0
grade_1
9
0
1
135
104
0
5.1
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
22
44
M
primary
urban
37.9
obese
115
0
0
never
none
high
0
0
1
0
none
0
grade_2
4
0
1
182
120
0
4.9
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
1
23
48
M
none
urban
25.7
overweight
97
0
1
never
none
low
1
1
1
1
type_2
0
grade_2
4
1
1
160
107
0
9.6
-1
18.6
0
-1
-1
0
0
0
0
0
0
1
0
0
0
none
0
0
none
0
0
1
not_applicable
1
1
0
0
24
82
M
primary
urban
17.9
underweight
60
1
0
never
moderate
sedentary
0
1
1
1
type_2
20
grade_3
4
1
1
215
149
0
14.5
-1
8.4
0
-1
-1
0
0
0
1
0
0
1
1
0
0
none
0
0
none
0
0
1
not_applicable
1
0
0
0
25
46
F
none
urban
21.5
normal
82
0
0
never
none
high
0
1
0
0
type_2
7
none
0
1
0
107
73
1
7
-1
6.7
0
-1
-1
0
0
0
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
26
73
F
secondary
rural
18.8
normal
69
0
1
never
none
low
1
0
1
0
none
0
grade_2
0
0
1
159
127
0
4.3
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
27
74
M
tertiary
rural
19.5
normal
71
1
0
never
heavy
low
0
0
1
0
none
0
grade_1
13
0
1
137
115
0
4.9
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
28
53
F
primary
urban
26.7
overweight
89
0
1
never
none
low
1
1
1
1
type_2
8
grade_2
2
0
0
162
115
0
9.9
-1
14.1
0
-1
-1
0
0
0
1
0
0
0
0
0
0
none
0
1
metformin
0
0
0
moderate
1
0
0
0
29
52
M
primary
peri_urban
24.5
normal
83
1
0
never
heavy
sedentary
1
0
1
0
none
0
grade_1
0
0
0
154
123
0
6.3
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
30
56
F
secondary
peri_urban
25.4
overweight
86
0
0
former
none
moderate
1
1
1
1
type_2
1
grade_3
3
1
1
189
123
0
11.3
-1
5
0
-1
-1
0
0
0
0
0
0
1
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
1
31
82
F
none
rural
23.7
normal
75
0
1
never
moderate
low
0
1
1
1
type_2
4
grade_2
5
1
1
150
114
0
12.9
-1
14.9
0
-1
-1
1
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
32
51
F
secondary
peri_urban
25.7
overweight
95
0
1
never
none
sedentary
1
0
1
0
none
0
grade_2
0
0
1
182
119
0
3.9
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
33
44
F
tertiary
peri_urban
25.2
overweight
85
0
0
never
moderate
sedentary
1
0
1
0
none
0
grade_1
17
0
1
135
115
0
5.8
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
34
68
F
secondary
peri_urban
18.1
underweight
86
0
1
never
moderate
low
1
0
1
0
none
0
grade_1
0
0
1
149
123
0
5.1
-1
-1
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
1
0
not_applicable
0
0
0
0
35
29
F
primary
rural
23
normal
67
0
1
never
moderate
low
0
0
1
0
none
0
grade_2
0
0
1
176
131
0
6.1
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
36
47
M
secondary
rural
18.2
underweight
69
1
0
never
none
low
1
1
1
1
type_2
1
grade_2
0
1
1
163
115
0
4
-1
8.5
1
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
37
39
F
none
urban
25.1
overweight
95
0
0
former
none
moderate
1
1
0
0
type_2
15
none
0
1
0
102
65
1
8.5
-1
11.7
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
38
48
M
secondary
urban
30.3
obese
88
1
1
never
heavy
moderate
1
1
1
1
type_2
2
grade_3
0
0
1
170
112
0
15.9
-1
7.7
0
-1
-1
0
0
0
0
0
0
0
1
0
0
none
0
1
glibenclamide
0
0
0
poor
0
1
1
1
39
66
F
secondary
rural
27.1
overweight
97
1
0
never
heavy
moderate
0
1
1
1
type_2
1
grade_2
9
1
1
155
114
0
12.3
-1
16.1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
40
46
F
secondary
rural
21.4
normal
72
0
0
never
none
moderate
1
1
1
1
type_2
8
grade_1
3
1
1
150
124
0
15.8
-1
11.1
0
-1
-1
0
0
1
1
0
0
1
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
41
58
M
secondary
urban
23.8
normal
79
0
0
former
heavy
high
1
1
0
0
type_2
3
none
0
1
0
129
72
1
4
-1
8
1
-1
-1
0
0
0
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
42
58
F
primary
rural
24.9
normal
69
1
0
never
none
sedentary
1
1
1
1
type_2
14
grade_1
4
1
0
151
134
0
9.1
-1
9
0
-1
-1
0
1
0
0
0
1
0
0
0
1
beta_blocker
0
0
none
0
1
1
poor
1
0
0
0
43
55
M
none
rural
28.3
overweight
88
0
0
never
heavy
moderate
0
0
1
0
none
0
grade_1
13
0
1
146
113
0
6.4
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
44
22
F
primary
rural
32.4
obese
94
1
1
former
none
low
0
0
1
0
none
0
grade_1
0
0
0
139
114
0
5.4
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
45
23
M
tertiary
urban
24.9
normal
83
1
1
never
moderate
low
1
0
1
0
none
0
grade_3
0
0
0
170
121
0
5.1
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
1
0
none
0
0
0
poor
1
0
0
0
46
48
F
secondary
urban
29.5
overweight
93
0
0
never
heavy
moderate
1
0
1
0
none
0
grade_3
2
0
1
199
129
0
4.2
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
47
38
F
primary
urban
29.2
overweight
99
0
0
never
none
low
0
1
1
1
type_2
2
grade_1
7
1
0
133
109
0
5.4
-1
16.6
1
-1
-1
0
0
0
0
0
0
0
0
0
1
ace_inhibitor_arb
1
0
none
0
0
0
moderate
1
0
0
0
48
31
F
tertiary
peri_urban
23.4
normal
62
0
0
current
heavy
moderate
0
1
1
1
type_2
15
grade_2
2
1
1
151
128
0
6.2
-1
16.7
1
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
49
33
M
none
rural
22.2
normal
66
0
1
never
moderate
low
0
1
1
1
type_2
3
grade_1
1
1
0
152
100
0
10.1
-1
11.9
0
-1
-1
0
0
0
0
1
0
0
1
0
1
thiazide
1
0
none
0
0
0
moderate
0
0
1
1
50
47
F
tertiary
peri_urban
21.4
normal
82
0
0
former
none
moderate
0
1
1
1
type_2
1
grade_1
3
0
1
142
106
0
11.2
-1
11.7
0
-1
-1
0
0
0
0
0
0
0
1
1
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
51
78
M
none
rural
17.9
underweight
62
0
1
never
heavy
moderate
1
0
1
0
none
0
grade_2
0
0
1
159
120
0
4
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
52
72
F
secondary
urban
28.9
overweight
75
0
0
former
none
moderate
0
0
1
0
none
0
grade_1
45
0
1
138
107
0
3.9
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
53
23
F
secondary
peri_urban
21.8
normal
85
0
1
never
heavy
sedentary
0
1
1
1
type_2
5
grade_1
1
1
0
130
107
0
5.5
-1
10.5
1
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
1
0
none
0
0
0
poor
0
0
0
0
54
48
M
primary
urban
19
normal
66
0
1
never
moderate
moderate
0
0
1
0
none
0
grade_2
4
0
1
158
122
0
4.1
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
55
69
M
secondary
urban
30.5
obese
88
0
1
never
none
moderate
0
1
1
1
type_2
1
grade_2
20
1
0
152
112
0
5.1
-1
17.2
1
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
56
72
F
none
peri_urban
16
underweight
60
0
0
former
none
sedentary
1
1
1
1
type_2
3
grade_2
3
0
1
163
112
0
8.2
-1
12.8
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
57
40
F
tertiary
rural
27.4
overweight
87
0
0
never
none
moderate
1
0
1
0
none
0
grade_3
15
0
0
170
122
0
5.7
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ace_inhibitor_arb
1
0
none
0
0
0
poor
0
1
0
0
58
63
F
none
urban
23.8
normal
85
0
1
never
moderate
sedentary
0
1
1
1
type_2
6
grade_1
0
1
1
146
109
0
12.7
-1
11.1
0
-1
-1
0
1
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
59
19
F
none
peri_urban
26.3
overweight
77
0
0
never
none
low
0
1
1
1
type_2
3
grade_1
0
1
1
155
119
0
9.5
-1
16.1
0
-1
-1
0
1
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
60
50
F
primary
rural
19.5
normal
84
0
0
never
none
high
0
1
1
1
type_2
0
grade_2
8
1
0
184
124
0
5.4
-1
9.6
1
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
0
0
none
0
0
0
moderate
1
0
0
0
61
60
F
secondary
urban
27.8
overweight
84
1
1
never
none
low
1
1
1
1
type_2
1
grade_1
1
1
1
152
98
0
10.9
-1
20.9
0
-1
-1
0
0
0
0
0
0
1
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
62
81
M
secondary
rural
26
overweight
90
0
0
former
none
low
0
1
1
1
type_2
8
grade_1
13
1
1
132
120
0
12.6
-1
12.9
0
-1
-1
0
1
0
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
63
46
F
primary
peri_urban
31.5
obese
93
0
1
never
none
moderate
1
0
1
0
none
0
grade_1
3
0
1
137
96
0
4.4
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
64
34
F
none
rural
22.5
normal
62
0
0
former
none
sedentary
0
0
1
0
none
0
grade_2
0
0
1
162
113
0
4.1
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
65
50
M
none
urban
26.8
overweight
99
0
0
never
none
moderate
0
1
0
0
type_2
3
none
0
1
0
130
68
1
4
-1
20.7
1
-1
-1
0
1
0
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
66
21
M
primary
urban
24.7
normal
85
0
0
never
none
low
1
1
1
1
type_1
6
grade_2
4
1
0
193
124
0
11.3
-1
9
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
67
24
M
secondary
urban
20.6
normal
78
1
1
never
moderate
low
1
1
0
0
type_2
4
none
0
1
0
127
84
1
21.3
-1
5
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
68
52
F
none
rural
16.3
underweight
68
1
1
never
none
low
1
1
1
1
type_2
3
grade_1
2
1
1
136
103
0
9.3
-1
13.5
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
0
1
not_applicable
0
1
0
0
69
46
F
secondary
peri_urban
25.4
overweight
78
0
1
never
none
high
0
0
1
0
none
0
grade_1
14
0
0
134
106
0
5.1
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ace_inhibitor_arb
1
0
none
0
0
0
poor
1
1
0
0
70
70
F
secondary
peri_urban
16
underweight
77
0
0
never
moderate
high
0
1
1
1
type_2
3
grade_1
6
0
1
130
101
0
11.7
-1
7.5
0
-1
-1
0
1
0
0
0
1
0
0
0
0
none
0
1
metformin_glibenclamide
0
1
0
poor
0
0
0
0
71
21
M
secondary
urban
31.8
obese
108
0
0
never
none
sedentary
0
1
1
1
type_2
2
grade_2
10
1
0
174
123
0
15.5
-1
13.3
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
1
0
none
0
0
0
poor
0
1
0
0
72
62
M
primary
urban
23.5
normal
83
0
1
never
none
moderate
0
1
1
1
type_2
3
grade_3
2
0
0
196
133
0
12.5
-1
12.8
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
0
1
metformin
0
0
0
moderate
1
0
0
1
73
41
M
tertiary
rural
26.5
overweight
81
0
0
current
moderate
moderate
1
0
1
0
none
0
grade_2
8
0
1
150
118
0
3.9
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
74
71
F
secondary
rural
20.7
normal
60
0
0
current
moderate
sedentary
0
1
1
1
type_2
8
grade_2
4
1
1
150
97
0
8.9
-1
20.7
0
-1
-1
1
1
0
0
0
0
0
1
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
75
68
F
tertiary
peri_urban
30
obese
94
0
0
never
none
moderate
0
1
1
1
type_2
13
grade_3
2
0
1
172
116
0
10.4
-1
18
0
-1
-1
0
1
1
1
0
1
0
0
1
0
none
0
1
glibenclamide
0
0
0
good
0
0
0
0
76
61
F
secondary
rural
23.6
normal
100
0
0
never
none
low
0
1
1
1
type_2
1
grade_2
1
1
0
174
114
0
14.4
-1
24.1
0
-1
-1
0
0
0
0
1
0
0
1
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
77
52
M
secondary
rural
24.6
normal
78
0
0
never
moderate
moderate
0
1
0
0
type_2
0
none
0
1
0
142
80
0
9.7
-1
11.1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
78
45
F
tertiary
peri_urban
23.4
normal
90
0
1
never
moderate
sedentary
0
1
1
1
type_2
15
grade_2
15
0
1
175
132
0
16
-1
14.8
0
-1
-1
0
0
1
0
0
0
0
0
0
0
none
0
1
metformin
0
0
0
poor
0
0
0
0
79
54
F
primary
rural
24.6
normal
88
0
1
current
moderate
moderate
0
1
0
0
type_2
12
none
0
1
0
110
84
1
11.1
-1
5
0
-1
-1
0
1
0
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
80
48
F
primary
urban
17.7
underweight
64
0
0
current
moderate
low
0
0
1
0
none
0
grade_2
1
0
1
182
117
0
5.2
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
81
29
F
secondary
peri_urban
24.6
normal
75
0
0
current
none
sedentary
0
0
1
0
none
0
grade_1
0
0
1
136
107
0
4.7
-1
-1
0
-1
-1
1
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
82
65
F
none
urban
25.6
overweight
86
0
0
never
none
low
1
0
1
0
none
0
grade_2
0
0
1
179
120
0
6
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
83
61
F
secondary
rural
29.8
overweight
100
0
0
current
none
low
1
0
1
0
none
0
grade_2
4
0
1
168
117
0
5.2
-1
-1
0
-1
-1
1
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
84
31
M
secondary
urban
17.3
underweight
71
0
0
former
none
moderate
1
0
1
0
none
0
grade_2
9
0
1
153
111
0
7.2
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
85
43
M
tertiary
rural
26
overweight
83
0
1
never
none
high
1
0
1
0
none
0
grade_3
9
0
1
198
124
0
4.6
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
86
32
M
none
rural
26.3
overweight
77
1
1
never
none
sedentary
0
1
1
1
type_2
8
grade_3
3
1
1
177
130
0
12.7
-1
15.8
0
-1
-1
0
0
1
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
87
23
M
primary
urban
23.9
normal
77
1
1
never
none
low
0
1
1
1
type_2
1
grade_1
3
1
1
130
125
0
6.3
-1
17.9
1
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
0
1
not_applicable
0
0
0
0
88
33
F
secondary
peri_urban
24.2
normal
98
0
1
never
heavy
sedentary
1
0
1
0
none
0
grade_2
4
0
1
201
121
0
4.2
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
1
89
19
M
tertiary
urban
28
overweight
94
0
0
former
heavy
sedentary
0
1
0
0
type_2
1
none
0
0
0
118
69
1
7.4
-1
6.9
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
1
metformin_glibenclamide
0
0
0
moderate
0
0
0
0
90
74
F
tertiary
peri_urban
26.8
overweight
108
0
1
never
none
low
1
0
1
0
none
0
grade_3
2
0
1
189
115
0
5
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
1
91
69
M
none
rural
22.5
normal
79
0
0
never
moderate
high
1
1
1
1
type_2
11
grade_2
2
1
1
166
119
0
17.8
-1
6.7
0
-1
-1
0
0
1
1
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
92
83
F
primary
rural
18.3
underweight
64
0
0
never
heavy
sedentary
0
0
1
0
none
0
grade_2
4
0
0
184
126
0
6.3
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ace_inhibitor_arb
0
0
none
0
0
0
moderate
1
0
0
0
93
61
F
primary
peri_urban
30.3
obese
93
1
1
never
moderate
moderate
1
1
1
1
type_2
1
grade_3
7
1
1
170
131
0
11.6
-1
9.2
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
94
43
F
primary
urban
22.8
normal
80
0
0
never
moderate
low
1
1
1
1
type_2
1
grade_2
3
0
1
164
113
0
5.4
-1
10.8
1
-1
-1
0
0
1
0
0
0
1
0
0
0
none
0
1
metformin
0
0
0
good
0
0
0
0
95
61
F
primary
urban
18.4
underweight
60
1
1
never
none
sedentary
0
1
0
0
type_2
3
none
0
0
0
131
84
1
7.3
-1
17.7
0
-1
-1
0
1
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
96
55
F
primary
peri_urban
20.9
normal
79
1
0
current
none
low
1
1
1
1
type_2
8
grade_2
7
1
0
167
122
0
9.8
-1
15.1
0
-1
-1
0
0
0
0
1
1
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
97
27
M
primary
rural
23.4
normal
100
1
0
never
none
moderate
0
1
1
1
type_2
0
grade_1
3
1
1
151
107
0
11.4
-1
8.6
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
98
49
M
tertiary
urban
22.4
normal
85
1
1
never
none
low
1
1
1
1
type_2
0
grade_3
0
1
1
181
131
0
8.3
-1
10.1
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
1
99
70
F
secondary
rural
25.4
overweight
69
0
1
former
none
low
0
0
1
0
none
0
grade_1
0
0
1
134
113
0
4.8
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
100
53
M
primary
rural
19.8
normal
61
0
0
current
none
sedentary
0
1
1
1
type_2
1
grade_1
1
1
1
134
109
0
16.4
-1
10.5
0
-1
-1
0
0
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0