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
101
49
F
secondary
rural
22.2
normal
92
0
0
never
none
low
0
0
1
0
none
0
grade_1
46
0
1
149
111
0
4.8
-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
0
0
0
102
50
M
secondary
peri_urban
21.5
normal
84
0
1
never
heavy
sedentary
0
0
1
0
none
0
grade_1
2
0
1
152
120
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
103
74
F
none
urban
21.6
normal
62
0
1
current
heavy
low
0
1
1
1
type_2
3
grade_1
6
1
1
136
104
0
4
-1
9.9
1
-1
-1
0
0
0
1
0
1
0
1
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
104
62
F
secondary
urban
24
normal
89
0
0
current
none
moderate
0
0
1
0
none
0
grade_1
11
0
1
130
101
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
105
66
F
secondary
peri_urban
30.3
obese
80
0
0
never
moderate
moderate
1
1
1
1
type_2
0
grade_3
21
0
1
170
120
0
10.5
-1
17.7
0
-1
-1
0
0
1
0
0
0
0
0
0
0
none
0
1
metformin_glibenclamide
0
0
0
poor
0
0
0
0
106
88
F
secondary
urban
23.7
normal
83
0
0
never
none
low
1
1
1
1
type_2
2
grade_2
0
0
1
173
136
0
12.9
-1
20.3
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
1
metformin_glibenclamide
0
0
0
good
0
0
0
0
107
49
F
primary
rural
18.5
normal
78
0
0
never
none
high
1
0
1
0
none
0
grade_2
1
0
1
166
116
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
1
0
0
108
65
F
primary
rural
28.2
overweight
79
0
0
never
none
moderate
1
0
1
0
none
0
grade_1
4
0
1
141
112
0
5.2
-1
-1
0
-1
-1
0
0
0
0
0
0
0
1
1
0
none
0
0
none
0
0
0
not_applicable
1
1
1
0
109
52
F
secondary
rural
31.5
obese
102
0
0
never
none
low
0
0
1
0
none
0
grade_3
0
0
1
175
134
0
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
1
0
0
0
110
54
M
none
rural
19.9
normal
82
0
0
never
none
high
1
1
1
1
type_2
1
grade_1
1
0
1
144
105
0
4
-1
14.7
1
-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
111
49
M
secondary
urban
23.1
normal
63
1
1
never
heavy
moderate
1
1
1
1
type_2
0
grade_2
11
1
1
158
111
0
4
-1
17.3
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
112
79
F
secondary
rural
31
obese
90
0
0
current
none
moderate
0
0
1
0
none
0
grade_2
3
0
1
161
104
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
1
0
0
113
30
F
none
rural
25
overweight
85
0
1
never
none
low
0
0
1
0
none
0
grade_1
0
0
1
150
97
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
114
72
F
tertiary
rural
18.9
normal
77
0
0
never
moderate
high
1
0
1
0
none
0
grade_1
2
0
1
132
105
0
4.5
-1
-1
0
-1
-1
0
0
0
0
0
0
0
1
1
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
115
69
M
none
urban
21.7
normal
86
1
1
never
moderate
high
0
1
1
1
type_2
5
grade_1
7
1
1
137
113
0
21.4
-1
11.1
0
-1
-1
0
0
1
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
116
51
M
primary
rural
22.6
normal
74
0
0
never
moderate
moderate
0
0
1
0
none
0
grade_2
3
0
1
174
123
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
117
57
F
primary
rural
20.5
normal
81
0
0
never
none
sedentary
1
1
0
0
type_2
2
none
0
0
0
141
71
0
8.1
-1
20.7
0
-1
-1
0
0
0
0
1
0
0
0
0
0
none
0
1
glibenclamide
0
0
0
moderate
0
0
0
0
118
60
M
primary
urban
28
overweight
94
0
0
never
none
moderate
0
0
1
0
none
0
grade_3
5
0
1
203
130
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
119
75
F
secondary
rural
24.3
normal
80
0
0
never
none
low
1
1
1
1
type_2
1
grade_1
1
0
0
131
103
0
10.4
-1
5
0
-1
-1
0
0
0
0
0
0
0
1
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
120
33
F
primary
urban
20.6
normal
80
0
1
former
none
low
1
1
1
1
type_2
0
grade_1
2
1
0
137
98
0
4.3
-1
5
1
-1
-1
0
0
0
0
0
0
0
0
0
1
ace_inhibitor_arb
1
0
none
0
0
0
moderate
1
1
0
0
121
64
F
primary
peri_urban
18.4
underweight
60
1
1
never
none
sedentary
0
1
1
1
type_2
8
grade_1
2
0
1
130
99
0
5.8
-1
16.8
1
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
1
metformin
0
0
0
moderate
1
0
0
0
122
50
F
primary
rural
24.8
normal
77
0
1
never
none
low
0
0
1
0
none
0
grade_2
3
0
1
181
127
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
0
1
0
0
123
41
F
primary
urban
25.7
overweight
94
1
1
never
moderate
moderate
1
1
1
1
type_2
4
grade_2
2
1
1
161
110
0
12.4
-1
9.6
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
124
70
F
primary
rural
26.3
overweight
94
0
0
never
none
moderate
0
1
1
1
type_2
1
grade_2
4
1
1
157
120
0
9.3
-1
14
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
125
19
F
secondary
rural
24.2
normal
78
1
0
never
none
sedentary
0
1
1
1
type_2
11
grade_1
2
1
0
147
119
0
7.4
-1
9.9
0
-1
-1
0
1
0
1
0
0
1
0
0
1
beta_blocker
0
0
none
0
0
0
moderate
0
0
0
0
126
67
F
secondary
rural
30.1
obese
95
0
0
current
moderate
sedentary
1
1
1
1
type_2
0
grade_2
6
1
1
162
121
0
10.7
-1
9.1
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
127
63
M
none
peri_urban
20.3
normal
69
1
0
never
none
sedentary
1
1
1
1
type_2
9
grade_2
1
1
0
152
108
0
15.5
-1
14
0
-1
-1
0
1
0
0
0
0
0
0
0
1
thiazide
1
0
none
0
0
0
poor
1
1
0
0
128
50
M
primary
peri_urban
30.7
obese
107
1
0
former
none
high
0
1
1
1
type_2
18
grade_2
4
1
1
165
111
0
5.7
-1
10.4
1
-1
-1
1
1
0
1
0
1
0
0
1
0
none
0
0
none
0
0
1
not_applicable
0
1
0
0
129
62
M
none
peri_urban
19.8
normal
77
0
0
never
moderate
low
0
0
1
0
none
0
grade_1
0
0
1
156
111
0
5.2
-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
0
0
0
130
61
F
primary
rural
27.7
overweight
123
1
1
never
none
moderate
0
0
1
0
none
0
grade_3
0
0
1
203
135
0
5.4
-1
-1
0
-1
-1
1
0
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
131
89
F
secondary
rural
21.9
normal
93
0
1
current
moderate
high
1
1
1
1
type_2
3
grade_2
6
1
1
154
120
0
7.3
-1
10.6
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
132
56
M
primary
peri_urban
16
underweight
75
0
1
never
moderate
sedentary
0
0
1
0
none
0
grade_1
6
0
0
145
114
0
5
-1
-1
0
-1
-1
0
0
0
0
0
0
1
0
0
1
beta_blocker
0
0
none
0
0
0
good
1
1
0
0
133
63
M
secondary
peri_urban
25.2
overweight
85
0
1
never
moderate
sedentary
0
1
1
1
type_2
0
grade_1
0
1
1
150
98
0
17.3
-1
7
0
-1
-1
0
0
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
134
47
M
tertiary
rural
26
overweight
92
0
1
never
moderate
sedentary
0
0
1
0
none
0
grade_1
7
0
0
148
108
0
4.7
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
0
0
none
0
0
0
moderate
1
0
0
0
135
81
F
secondary
urban
36.7
obese
112
0
1
never
none
low
0
0
1
0
none
0
grade_1
0
0
1
135
97
0
5.4
-1
-1
0
-1
-1
1
0
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
136
36
F
primary
peri_urban
26.2
overweight
87
1
1
never
none
low
0
1
1
1
type_2
2
grade_2
5
1
1
150
106
0
6
-1
16.6
1
-1
-1
0
0
0
0
0
1
0
0
1
0
none
0
0
none
0
0
1
not_applicable
1
0
0
0
137
52
F
primary
rural
25.5
overweight
75
0
1
never
none
moderate
0
0
1
0
none
0
grade_2
12
0
0
161
111
0
5.4
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
beta_blocker
1
0
none
0
0
0
moderate
0
1
0
0
138
64
M
secondary
urban
28.6
overweight
95
0
0
never
moderate
low
0
0
1
0
none
0
grade_1
9
0
1
149
109
0
6.6
-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
139
65
M
tertiary
urban
30
obese
88
0
1
never
none
low
1
1
1
1
type_2
5
grade_2
1
1
1
161
102
0
5.8
-1
14.6
1
-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
140
26
F
none
urban
21.5
normal
85
1
1
never
moderate
moderate
1
1
1
1
type_2
15
grade_1
10
0
1
148
126
0
16.5
-1
14.8
0
-1
-1
0
0
0
0
0
0
0
1
0
0
none
0
0
none
0
0
0
not_applicable
1
1
1
0
141
89
F
secondary
rural
18.3
underweight
75
0
0
never
none
sedentary
0
0
1
0
none
0
grade_2
2
0
1
161
120
0
5.6
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
142
30
M
secondary
urban
30.3
obese
92
0
1
never
moderate
low
1
1
1
1
type_2
2
grade_2
0
1
1
166
134
0
8.3
-1
9.7
0
-1
-1
0
0
0
0
0
0
1
0
0
0
none
0
0
none
0
0
1
not_applicable
1
0
0
0
143
38
M
primary
peri_urban
16.2
underweight
60
1
0
never
none
high
0
1
0
0
type_2
1
none
0
1
0
119
74
1
6.7
-1
12.7
1
-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
144
18
M
none
urban
28.8
overweight
86
0
0
never
heavy
high
1
0
1
0
none
0
grade_2
4
0
0
168
129
0
5.5
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ace_inhibitor_arb
1
0
none
0
0
0
moderate
0
0
0
0
145
55
M
secondary
peri_urban
20.3
normal
74
0
0
never
none
low
0
0
1
0
none
0
grade_1
4
0
1
149
109
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
146
53
F
none
urban
16
underweight
60
0
0
never
none
low
1
1
1
1
type_2
1
grade_2
4
1
1
164
111
0
13.6
-1
17.1
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
147
58
M
primary
rural
21
normal
79
0
1
never
none
low
1
0
1
0
none
0
grade_1
7
0
1
130
118
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
0
0
0
148
39
F
tertiary
rural
31.1
obese
89
1
0
never
moderate
high
1
1
1
1
type_2
1
grade_2
5
1
1
169
125
0
8.2
-1
10.9
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
149
69
M
secondary
urban
16
underweight
86
0
1
current
none
moderate
0
0
1
0
none
0
grade_2
3
0
1
180
107
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
150
71
M
primary
peri_urban
16.3
underweight
60
1
0
never
none
moderate
0
1
1
1
type_2
5
grade_2
3
1
0
157
110
0
9.1
-1
5
0
-1
-1
0
1
0
0
0
1
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
1
1
0
151
53
M
secondary
rural
20.9
normal
74
0
0
never
moderate
low
1
0
1
0
none
0
grade_2
1
0
1
163
121
0
6.2
-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
152
54
M
secondary
urban
25.5
overweight
78
1
0
never
none
high
1
0
1
0
none
0
grade_1
2
0
1
146
100
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
0
0
0
153
38
M
secondary
peri_urban
16
underweight
74
1
1
never
none
high
0
0
1
0
none
0
grade_1
6
0
1
156
107
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
1
0
0
154
57
M
none
rural
20.8
normal
78
0
0
never
none
moderate
1
1
0
0
type_2
1
none
0
1
0
121
79
1
14.5
-1
9.4
0
-1
-1
0
1
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
155
65
M
tertiary
peri_urban
22.3
normal
87
0
0
never
none
moderate
0
1
1
1
type_2
0
grade_3
12
0
0
170
108
0
16.7
-1
14.8
0
-1
-1
1
0
0
0
0
0
0
0
0
0
none
0
1
metformin_glibenclamide
0
0
0
poor
1
0
0
0
156
29
M
primary
peri_urban
27.6
overweight
82
0
0
never
none
moderate
0
1
1
1
type_1
2
grade_2
13
1
0
166
126
0
7.1
-1
13.2
0
-1
-1
0
0
0
0
1
0
1
0
1
1
beta_blocker
0
0
none
0
0
0
poor
1
0
0
0
157
76
M
primary
rural
26.1
overweight
88
1
1
never
none
sedentary
1
0
1
0
none
0
grade_1
1
0
0
165
120
0
5.6
-1
-1
0
-1
-1
0
0
0
0
0
0
1
0
1
1
ccb
1
0
none
0
0
1
moderate
0
1
0
0
158
29
M
primary
rural
22.7
normal
86
0
0
never
none
sedentary
1
0
1
0
none
0
grade_1
2
0
0
130
102
0
5.1
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
1
1
thiazide
0
0
none
0
0
0
poor
0
0
0
0
159
52
F
secondary
urban
26.1
overweight
60
1
1
current
heavy
low
0
0
1
0
none
0
grade_3
1
0
1
205
137
0
4.5
-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
1
0
0
160
47
M
secondary
urban
31.1
obese
120
0
0
never
heavy
sedentary
1
1
1
1
type_2
2
grade_2
2
0
1
200
121
0
10.9
-1
16.1
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
1
glibenclamide
0
0
1
good
1
0
0
0
161
53
F
primary
urban
20.3
normal
79
0
0
current
none
low
1
0
1
0
none
0
grade_1
0
0
1
158
118
0
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
162
56
M
tertiary
peri_urban
19.6
normal
78
0
0
former
none
moderate
0
1
1
1
type_2
10
grade_2
1
1
0
182
137
0
15.9
-1
16.9
0
-1
-1
0
0
1
1
0
1
0
0
0
1
ccb
0
0
none
0
0
0
moderate
1
1
0
1
163
63
M
none
peri_urban
33.9
obese
88
1
1
current
none
moderate
1
1
1
1
type_2
1
grade_1
13
0
1
146
122
0
7
-1
12.8
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
1
metformin_glibenclamide
0
0
0
good
0
1
0
0
164
78
M
none
rural
27.8
overweight
104
0
1
current
none
low
1
1
1
1
type_2
4
grade_1
16
1
0
148
114
0
16.8
-1
18.5
0
-1
-1
0
1
0
1
0
0
1
0
1
0
none
0
0
none
0
0
1
not_applicable
0
1
0
0
165
43
F
secondary
rural
24
normal
83
0
0
current
heavy
high
1
0
1
0
none
0
grade_1
0
0
0
139
123
0
5.2
-1
-1
0
-1
-1
0
0
0
0
0
0
1
0
0
1
ace_inhibitor_arb
0
0
none
0
0
0
moderate
1
0
0
0
166
63
F
none
peri_urban
26.9
overweight
104
1
0
never
none
sedentary
0
1
1
1
type_2
1
grade_2
1
1
1
179
108
0
14.8
-1
11.4
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
0
167
30
F
secondary
peri_urban
23.7
normal
70
0
1
never
heavy
low
1
0
1
0
none
0
grade_3
1
0
0
189
117
0
6
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
0
0
none
0
0
0
moderate
1
0
0
0
168
89
F
secondary
urban
26
overweight
78
0
0
never
none
low
0
1
1
1
type_2
2
grade_1
2
1
1
149
118
0
15.9
-1
14.9
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
1
0
not_applicable
1
0
0
0
169
32
F
secondary
urban
22.1
normal
72
0
0
never
moderate
moderate
0
1
1
1
type_2
2
grade_1
5
0
0
137
108
0
6.2
-1
10.4
1
-1
-1
0
0
0
0
0
0
0
0
1
1
ace_inhibitor_arb
0
1
glibenclamide
0
0
0
moderate
1
1
0
0
170
81
F
none
rural
27.3
overweight
92
0
1
never
moderate
low
0
0
1
0
none
0
grade_2
13
0
1
150
113
0
5.5
-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
1
0
0
171
57
M
none
urban
25.1
overweight
87
0
1
never
heavy
moderate
1
1
1
1
type_2
6
grade_1
0
0
0
143
111
0
13.5
-1
11.3
0
-1
-1
0
1
0
0
0
0
0
0
0
0
none
0
0
none
1
0
0
good
0
1
0
0
172
23
F
tertiary
rural
25.9
overweight
96
0
1
never
heavy
moderate
0
1
1
1
type_2
6
grade_3
5
1
1
186
126
0
11.9
-1
17.6
0
-1
-1
0
0
0
0
1
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
173
30
M
tertiary
rural
28.9
overweight
75
0
0
never
none
moderate
0
0
1
0
none
0
grade_2
4
0
0
172
116
0
3.7
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
thiazide
0
0
none
0
0
0
poor
0
0
0
0
174
60
F
none
urban
25.3
overweight
86
0
0
never
none
low
0
0
1
0
none
0
grade_2
9
0
1
158
118
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
175
35
M
secondary
rural
16
underweight
82
0
1
never
none
low
0
0
1
0
none
0
grade_1
0
0
1
138
93
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
0
0
0
0
176
80
F
primary
urban
28.9
overweight
119
0
1
never
none
moderate
0
1
1
1
type_2
2
grade_2
0
1
1
158
124
0
4.7
-1
5
1
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
1
0
not_applicable
1
1
1
0
177
80
M
primary
urban
27.6
overweight
101
0
0
never
moderate
sedentary
0
1
1
1
type_2
3
grade_1
10
0
0
140
122
0
9.6
-1
13.7
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
178
52
M
secondary
urban
21.4
normal
71
0
0
current
none
high
1
1
1
1
type_2
6
grade_2
3
1
1
150
118
0
14.5
-1
11.4
0
-1
-1
0
1
0
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
179
48
F
none
rural
18.4
underweight
73
1
0
never
moderate
sedentary
0
1
1
1
type_2
6
grade_1
0
1
1
154
107
0
9.9
-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
1
0
0
0
180
54
M
secondary
rural
22.6
normal
88
0
0
current
heavy
moderate
0
1
1
1
type_2
1
grade_1
13
1
1
149
128
0
10.7
-1
25.2
0
-1
-1
1
0
0
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
181
76
F
primary
urban
31.5
obese
96
0
0
never
none
high
0
0
1
0
none
0
grade_1
4
0
1
145
108
0
5.1
-1
-1
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
1
1
182
57
F
tertiary
peri_urban
27.3
overweight
87
0
1
current
none
sedentary
1
1
1
1
type_2
0
grade_1
1
1
1
144
97
0
5.4
-1
7.4
1
-1
-1
0
1
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
183
30
F
tertiary
urban
23.9
normal
87
0
1
never
none
moderate
0
0
1
0
none
0
grade_3
1
0
1
203
124
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
1
0
0
1
184
25
M
secondary
urban
22.2
normal
94
1
1
never
none
low
0
0
1
0
none
0
grade_1
3
0
1
147
108
0
4.4
-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
0
0
0
185
56
F
tertiary
rural
17.9
underweight
69
0
1
never
none
sedentary
0
0
1
0
none
0
grade_1
4
0
1
144
96
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
186
73
M
primary
peri_urban
22.5
normal
74
0
0
never
moderate
moderate
1
0
1
0
none
0
grade_3
3
0
0
176
128
0
5.1
-1
-1
0
-1
-1
0
0
0
0
0
1
0
0
0
1
ccb
1
0
none
0
1
0
moderate
1
1
0
0
187
23
M
secondary
urban
27.8
overweight
97
0
1
never
none
sedentary
0
1
1
1
type_1
3
grade_1
3
1
1
130
108
0
5.6
-1
7.6
1
-1
-1
0
0
0
0
0
0
0
1
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
188
86
F
primary
rural
21.5
normal
72
0
0
current
moderate
sedentary
0
1
1
1
type_2
1
grade_1
9
1
1
131
96
0
8.1
-1
10.8
0
-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
189
41
M
tertiary
peri_urban
23.9
normal
72
0
0
never
heavy
high
0
1
1
1
type_2
15
grade_2
4
1
0
157
108
0
5.3
-1
12
1
-1
-1
0
1
0
1
0
0
0
0
0
1
thiazide
0
0
none
0
0
0
poor
1
0
0
0
190
80
M
secondary
urban
20
normal
92
0
1
never
heavy
low
0
0
1
0
none
0
grade_1
3
0
0
155
102
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
0
0
0
191
69
F
primary
urban
23.3
normal
83
0
1
never
none
sedentary
0
1
1
1
type_2
1
grade_2
2
1
0
179
130
0
10.8
-1
16.8
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
192
88
M
none
peri_urban
28.3
overweight
91
0
0
never
none
moderate
0
1
1
1
type_2
0
grade_2
0
1
1
154
109
0
17.3
-1
14.2
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
193
63
M
none
urban
31.7
obese
98
0
0
never
heavy
moderate
1
1
1
1
type_2
8
grade_2
2
1
1
172
110
0
11.1
-1
6.6
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
194
46
F
primary
rural
21.4
normal
75
0
0
never
moderate
high
0
0
1
0
none
0
grade_3
9
0
0
186
129
0
6.6
-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
1
0
0
195
21
M
secondary
rural
25.2
overweight
100
1
0
never
none
moderate
0
1
1
1
type_2
16
grade_1
16
0
1
156
117
0
9.1
-1
16.2
0
-1
-1
0
1
0
0
0
0
0
0
0
0
none
0
1
metformin
0
0
0
poor
1
1
0
0
196
59
M
primary
rural
19
normal
64
0
1
never
moderate
low
0
0
1
0
none
0
grade_3
3
0
0
179
115
0
5.8
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ace_inhibitor_arb
0
0
none
0
0
0
poor
1
0
0
0
197
31
M
none
rural
27.6
overweight
101
0
0
never
heavy
moderate
0
0
1
0
none
0
grade_1
11
0
1
145
102
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
0
198
81
F
secondary
urban
34.4
obese
113
0
0
never
none
low
1
1
1
1
type_2
0
grade_1
0
1
0
152
124
0
12.4
-1
13.8
0
-1
-1
0
0
0
0
0
1
0
0
1
1
thiazide
1
0
none
0
1
0
good
0
0
0
0
199
35
F
none
rural
18.8
normal
79
0
1
never
moderate
low
1
0
1
0
none
0
grade_1
3
0
0
139
106
0
5
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
0
0
none
0
0
0
poor
0
0
0
0
200
55
F
none
rural
24.8
normal
93
0
0
never
moderate
low
1
0
1
0
none
0
grade_2
2
0
1
169
113
0
4.7
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0