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
9,901
30
M
none
urban
24
normal
84
0
0
never
moderate
low
1
0
1
0
none
0
grade_1
20
0
1
133
103
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
0
0
0
0
9,902
85
F
primary
urban
18.2
underweight
99
0
0
never
heavy
moderate
0
0
1
0
none
0
grade_2
2
0
1
171
120
0
5.9
-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
0
0
9,903
48
F
none
rural
27.7
overweight
88
0
1
never
none
sedentary
1
0
1
0
none
0
grade_2
10
0
1
163
115
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
9,904
52
F
primary
urban
29.8
overweight
97
1
0
never
moderate
high
0
0
1
0
none
0
grade_1
51
0
1
153
117
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
9,905
31
M
tertiary
urban
20.8
normal
94
0
0
never
moderate
moderate
0
0
1
0
none
0
grade_3
5
0
1
184
121
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
1
1
0
1
9,906
30
F
primary
rural
25.2
overweight
76
1
1
never
none
high
1
1
1
1
type_2
1
grade_2
0
0
0
199
139
0
5.6
-1
21.3
1
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
1
metformin
0
0
0
good
0
1
0
1
9,907
50
M
secondary
rural
29
overweight
101
1
1
never
none
low
1
0
1
0
none
0
grade_1
0
0
1
149
119
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
9,908
66
M
primary
urban
27.3
overweight
73
1
1
never
heavy
low
1
1
1
1
type_2
1
grade_1
5
1
1
140
118
0
13.1
-1
11
0
-1
-1
1
0
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
9,909
25
F
none
urban
29.5
overweight
106
1
0
never
none
sedentary
1
0
1
0
none
0
grade_2
12
0
1
168
124
0
5.4
-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
0
0
0
9,910
43
F
tertiary
urban
27.4
overweight
96
1
0
never
none
sedentary
0
1
1
1
type_2
3
grade_1
0
1
1
135
96
0
12.5
-1
21.3
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
9,911
37
F
secondary
peri_urban
24.2
normal
62
0
0
never
none
moderate
1
1
1
1
type_2
12
grade_2
1
0
1
165
114
0
8.7
-1
7.6
0
-1
-1
0
0
0
1
0
0
0
0
0
0
none
0
1
metformin
0
0
0
moderate
0
0
0
0
9,912
65
M
secondary
rural
24.2
normal
93
0
1
current
none
sedentary
1
1
1
1
type_2
0
grade_2
4
1
0
174
112
0
13.5
-1
11.2
0
-1
-1
0
0
0
0
0
1
0
1
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
9,913
30
M
secondary
rural
22.6
normal
87
0
0
never
heavy
high
1
0
1
0
none
0
grade_1
2
0
1
143
94
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
1
0
0
9,914
41
M
secondary
urban
26.2
overweight
89
0
1
never
none
high
1
1
1
1
type_2
6
grade_3
2
1
1
170
135
0
9.1
-1
14.6
0
-1
-1
0
1
0
0
0
1
0
0
0
0
none
0
0
none
0
0
1
not_applicable
0
0
0
0
9,915
61
F
secondary
peri_urban
30
obese
85
1
0
never
moderate
sedentary
1
1
1
1
type_2
1
grade_1
1
1
0
138
112
0
9.9
-1
17.1
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
9,916
29
F
secondary
urban
33
obese
110
0
1
current
heavy
low
1
1
1
1
type_2
0
grade_2
0
1
1
171
116
0
13.1
-1
11.3
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
9,917
64
M
primary
peri_urban
16
underweight
73
0
0
never
none
high
0
0
1
0
none
0
grade_2
0
0
0
150
108
0
6.3
-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
9,918
41
F
none
rural
28.6
overweight
101
0
0
never
none
low
1
0
1
0
none
0
grade_1
0
0
0
146
113
0
3.6
-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
9,919
72
M
secondary
urban
29.7
overweight
99
0
0
never
moderate
moderate
1
0
1
0
none
0
grade_3
10
0
0
201
129
0
4
-1
-1
0
-1
-1
1
0
0
0
0
1
0
0
0
1
thiazide
0
0
none
0
0
1
poor
1
1
0
0
9,920
22
M
tertiary
urban
24.9
normal
71
1
0
never
moderate
sedentary
0
1
1
1
type_2
4
grade_2
0
0
0
171
125
0
12
-1
8.5
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
0
0
none
0
0
0
good
0
0
0
0
9,921
42
F
primary
peri_urban
24.2
normal
80
0
1
never
moderate
low
0
1
1
1
type_2
1
grade_1
14
0
1
136
89
1
10.7
-1
7.4
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
1
metformin
0
0
0
poor
1
0
0
0
9,922
69
F
secondary
peri_urban
29.5
overweight
80
0
0
former
heavy
low
0
1
1
1
type_2
6
grade_1
3
1
0
134
115
0
13.3
-1
9.4
0
-1
-1
0
0
0
0
0
1
0
0
0
1
thiazide
1
0
none
0
0
0
moderate
0
0
0
0
9,923
65
F
secondary
peri_urban
24.7
normal
95
0
1
never
moderate
low
0
1
1
1
type_2
0
grade_1
9
1
1
153
110
0
10
-1
6.9
0
-1
-1
0
0
0
0
0
1
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
9,924
24
M
secondary
urban
25.4
overweight
86
1
0
never
none
moderate
1
1
0
0
type_2
3
none
0
1
0
97
68
1
8.8
-1
26
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
9,925
49
F
secondary
peri_urban
27
overweight
71
0
0
never
moderate
moderate
0
1
1
1
type_2
3
grade_2
1
0
0
156
105
0
13.5
-1
19.6
0
-1
-1
0
0
0
0
0
0
1
0
0
1
ccb
1
1
glibenclamide
1
0
0
poor
0
0
0
0
9,926
54
M
primary
urban
21
normal
84
1
0
never
none
sedentary
0
1
1
1
type_2
9
grade_2
19
1
1
185
120
0
4
-1
10.5
1
-1
-1
0
0
1
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
1
9,927
38
F
secondary
urban
28.4
overweight
88
0
0
never
heavy
sedentary
0
0
1
0
none
0
grade_1
0
0
1
133
108
0
5.9
-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
9,928
23
M
secondary
urban
16.9
underweight
64
1
1
never
moderate
low
1
1
1
1
type_2
5
grade_1
12
1
1
130
99
0
11.4
-1
16.3
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
9,929
47
F
secondary
urban
19.1
normal
69
0
1
current
moderate
sedentary
0
0
1
0
none
0
grade_1
9
0
1
142
113
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
9,930
63
F
secondary
peri_urban
21.9
normal
93
0
0
current
none
low
0
0
1
0
none
0
grade_2
8
0
1
169
111
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
9,931
50
M
tertiary
peri_urban
27.6
overweight
83
0
1
former
none
high
0
1
1
1
type_2
9
grade_1
9
1
1
146
104
0
4.7
-1
5
1
-1
-1
0
1
0
1
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
9,932
58
F
none
urban
27.2
overweight
91
1
0
never
none
moderate
0
1
1
1
type_2
1
grade_2
5
0
1
158
113
0
9.9
-1
7.4
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
9,933
50
F
primary
peri_urban
36.8
obese
96
0
0
never
none
low
1
0
1
0
none
0
grade_2
5
0
1
169
105
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
1
0
0
9,934
23
M
secondary
urban
29.8
overweight
112
0
0
current
none
moderate
0
1
0
0
type_2
5
none
0
0
0
116
71
1
11.4
-1
23.2
0
-1
-1
0
0
0
1
0
0
0
0
0
0
none
0
1
metformin_glibenclamide
0
0
0
good
1
0
0
0
9,935
53
F
secondary
urban
21.2
normal
86
0
0
current
moderate
low
1
0
1
0
none
0
grade_1
7
0
1
160
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
0
0
0
9,936
78
F
secondary
rural
16.8
underweight
70
0
0
never
none
sedentary
1
1
1
1
type_2
0
grade_3
9
0
1
188
116
0
4.8
-1
15.7
1
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
1
metformin
0
0
0
moderate
0
0
0
0
9,937
74
F
primary
rural
40.1
obese
109
0
0
never
moderate
high
1
1
1
1
type_2
3
grade_2
1
1
1
150
104
0
8.7
-1
6.4
0
-1
-1
0
1
1
0
0
1
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
9,938
39
M
primary
urban
26.3
overweight
92
0
0
never
moderate
low
1
1
0
0
type_2
10
none
0
1
0
124
71
1
5.1
-1
5.3
1
-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
9,939
89
M
primary
rural
29.9
overweight
105
0
0
never
none
sedentary
0
1
1
1
type_2
5
grade_1
0
1
1
151
108
0
15.9
-1
5
0
-1
-1
0
0
0
1
1
0
1
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
9,940
56
F
tertiary
rural
26.2
overweight
95
1
0
never
none
moderate
0
1
1
1
type_2
0
grade_2
2
1
1
156
116
0
5.9
-1
10
1
-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
9,941
45
M
secondary
peri_urban
24.2
normal
101
1
0
never
none
sedentary
1
1
1
1
type_2
9
grade_3
6
1
1
194
141
0
4.5
-1
15.8
1
-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
9,942
49
F
secondary
rural
30.3
obese
107
0
0
never
none
low
0
1
1
1
type_2
1
grade_3
6
0
1
170
121
0
10.3
-1
14.3
0
-1
-1
0
0
0
0
0
1
1
0
0
0
none
0
1
metformin_glibenclamide
0
1
1
good
1
1
1
0
9,943
73
F
secondary
peri_urban
24.9
normal
87
0
0
never
none
sedentary
0
0
1
0
none
0
grade_2
8
0
1
178
117
0
4.9
-1
-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
0
9,944
37
F
primary
urban
25.9
overweight
92
0
1
never
moderate
low
0
1
1
1
type_2
10
grade_2
5
1
0
165
106
0
12.2
-1
8.2
0
-1
-1
0
0
0
1
0
1
0
0
1
0
none
0
0
none
0
1
0
not_applicable
1
0
0
0
9,945
69
F
primary
urban
28.7
overweight
92
0
0
never
none
high
0
1
1
1
type_2
7
grade_3
5
1
0
170
116
0
8
-1
9.1
0
-1
-1
0
0
0
1
0
0
1
0
0
1
ccb
1
0
none
0
0
1
good
0
0
0
0
9,946
65
M
secondary
rural
16.6
underweight
80
0
1
never
none
sedentary
0
0
1
0
none
0
grade_2
0
0
1
150
101
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
1
1
0
0
9,947
84
F
none
rural
22.3
normal
75
0
0
never
none
moderate
0
1
1
1
type_2
6
grade_1
15
1
1
146
115
0
9.9
-1
11.7
0
-1
-1
0
1
0
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
9,948
68
F
secondary
urban
23.5
normal
86
0
0
never
none
high
1
0
1
0
none
0
grade_1
5
0
0
146
130
0
4.8
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
thiazide
1
0
none
0
0
0
moderate
0
0
0
0
9,949
34
M
tertiary
rural
22.4
normal
60
0
0
never
none
low
0
0
1
0
none
0
grade_1
0
0
0
136
123
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
0
0
0
9,950
33
F
primary
rural
18.2
underweight
69
0
0
never
none
sedentary
0
0
1
0
none
0
grade_2
7
0
0
172
123
0
4.8
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
beta_blocker
0
0
none
0
0
0
poor
1
1
0
0
9,951
89
F
secondary
peri_urban
24
normal
83
0
0
current
moderate
low
0
1
1
1
type_2
18
grade_1
6
1
1
135
119
0
5
-1
12.1
1
-1
-1
0
0
0
0
1
1
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
1
0
9,952
89
M
secondary
rural
20.1
normal
88
1
1
never
none
moderate
0
1
1
1
type_2
4
grade_2
2
1
0
180
112
0
12.1
-1
16
0
-1
-1
0
0
0
0
0
1
1
1
0
1
ace_inhibitor_arb
0
0
none
0
0
0
moderate
0
0
0
0
9,953
58
M
tertiary
peri_urban
25.6
overweight
86
0
0
never
moderate
low
1
0
1
0
none
0
grade_1
3
0
1
139
111
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
0
0
0
0
9,954
77
M
primary
peri_urban
29.8
overweight
94
0
0
never
moderate
high
0
0
1
0
none
0
grade_1
14
0
1
141
116
0
5.6
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
9,955
57
F
none
urban
27.2
overweight
97
0
1
never
moderate
low
0
1
1
1
type_2
7
grade_1
1
1
1
144
110
0
10
-1
11.5
0
-1
-1
0
1
1
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
9,956
52
M
secondary
rural
30
obese
84
0
0
never
moderate
sedentary
1
1
1
1
type_2
0
grade_1
15
0
1
143
106
0
10.7
-1
9.6
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
9,957
57
M
none
peri_urban
16
underweight
60
0
0
never
none
sedentary
0
1
1
1
type_2
3
grade_1
2
1
1
138
120
0
6.7
-1
5
1
-1
-1
0
0
0
0
0
0
0
1
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
9,958
89
F
none
urban
30.8
obese
92
0
0
never
none
sedentary
0
1
1
1
type_2
1
grade_2
3
0
1
199
140
0
9.5
-1
15.5
0
-1
-1
1
0
0
0
0
0
0
0
1
0
none
0
1
metformin
0
0
0
moderate
0
0
0
0
9,959
30
F
primary
peri_urban
22.4
normal
90
0
0
never
none
sedentary
0
1
0
0
type_2
2
none
0
1
0
127
76
1
13.9
-1
20.1
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
9,960
59
M
secondary
urban
24.9
normal
87
0
0
never
none
low
1
0
1
0
none
0
grade_1
6
0
1
171
116
0
6.5
-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
9,961
70
F
primary
peri_urban
26.5
overweight
83
1
0
never
heavy
moderate
1
1
1
1
type_2
1
grade_2
2
1
1
169
111
0
11
-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
9,962
53
M
secondary
urban
35.1
obese
128
1
0
never
none
moderate
1
1
1
1
type_2
3
grade_1
1
1
1
155
125
0
4.5
-1
8.7
1
-1
-1
0
0
1
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
9,963
30
F
primary
rural
23.2
normal
89
0
1
never
none
moderate
0
1
1
1
type_2
3
grade_2
3
1
1
180
130
0
14.2
-1
9.1
0
-1
-1
0
0
0
0
1
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
9,964
22
F
tertiary
peri_urban
16.2
underweight
60
0
1
never
moderate
high
0
0
1
0
none
0
grade_1
3
0
1
153
96
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
9,965
78
M
tertiary
urban
17.4
underweight
63
0
0
current
moderate
high
1
0
1
0
none
0
grade_3
1
0
1
170
125
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
9,966
37
M
primary
rural
16
underweight
62
0
0
never
none
low
1
1
1
1
type_2
2
grade_3
3
1
1
200
128
0
7.7
-1
15.4
0
-1
-1
0
0
0
1
0
0
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
9,967
22
M
primary
urban
32.5
obese
87
0
0
never
none
moderate
0
1
1
1
type_2
3
grade_1
15
0
0
149
110
0
12.9
-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
9,968
51
M
tertiary
rural
16.5
underweight
74
0
1
current
moderate
moderate
0
0
1
0
none
0
grade_2
4
0
1
172
111
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
9,969
47
F
tertiary
urban
30.7
obese
80
1
0
never
none
low
0
1
1
1
type_2
11
grade_1
5
1
0
151
117
0
10.8
-1
6.3
0
-1
-1
0
1
0
1
0
0
0
0
0
1
thiazide
1
0
none
0
0
0
poor
0
0
0
0
9,970
41
M
none
rural
29.5
overweight
107
0
0
current
none
low
0
1
0
0
type_2
9
none
0
0
0
127
77
1
13.5
-1
10.3
0
-1
-1
0
0
0
1
1
0
0
0
0
0
none
0
1
metformin_glibenclamide
0
0
0
poor
0
1
0
0
9,971
24
F
tertiary
urban
22.6
normal
94
0
1
never
moderate
moderate
0
1
1
1
type_2
11
grade_3
6
1
0
176
131
0
15.8
-1
9.4
0
-1
-1
0
1
1
0
0
1
0
0
1
1
ace_inhibitor_arb
0
0
none
0
1
0
moderate
1
0
0
0
9,972
51
M
primary
urban
24.2
normal
78
0
0
never
heavy
low
0
0
1
0
none
0
grade_1
6
0
1
173
123
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
1
0
0
0
9,973
64
F
none
urban
23.1
normal
84
0
0
never
none
high
1
0
1
0
none
0
grade_1
4
0
1
140
101
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
0
0
0
9,974
66
M
none
urban
22.9
normal
87
0
0
never
moderate
low
0
1
1
1
type_2
0
grade_2
14
1
0
153
110
0
11.2
-1
13.2
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
1
0
none
0
0
0
good
0
0
0
0
9,975
65
F
primary
rural
24.6
normal
89
0
0
never
moderate
low
1
1
1
1
type_2
3
grade_1
0
1
1
144
107
0
15.9
-1
15.2
0
-1
-1
0
0
1
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
9,976
41
M
primary
peri_urban
21.7
normal
83
0
0
current
moderate
sedentary
0
1
0
0
type_2
1
none
0
1
0
114
70
1
17.2
-1
11.7
0
-1
-1
0
0
0
1
1
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
9,977
73
F
secondary
rural
22.9
normal
82
0
0
current
none
sedentary
0
0
1
0
none
0
grade_1
5
0
1
137
110
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
1
0
0
0
9,978
61
M
secondary
urban
28.9
overweight
90
0
0
never
none
sedentary
0
1
1
1
type_2
1
grade_2
34
1
1
150
112
0
12
-1
13.3
0
-1
-1
0
0
0
0
0
1
1
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
9,979
74
F
tertiary
peri_urban
23.4
normal
77
1
0
never
none
moderate
0
1
1
1
type_2
5
grade_2
7
0
1
168
125
0
8.4
-1
9.5
0
-1
-1
0
0
0
1
0
1
0
0
1
0
none
0
1
metformin_glibenclamide
0
0
1
good
0
1
0
0
9,980
58
M
primary
peri_urban
26.7
overweight
83
0
1
never
moderate
high
1
0
1
0
none
0
grade_2
21
0
1
161
124
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
1
0
0
9,981
48
F
primary
peri_urban
26.9
overweight
85
1
0
current
moderate
sedentary
1
0
1
0
none
0
grade_2
3
0
0
150
104
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
9,982
19
F
none
rural
29.3
overweight
74
1
1
former
moderate
sedentary
0
1
1
1
type_2
1
grade_1
11
1
1
132
114
0
15.1
-1
15.8
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
1
0
9,983
47
M
tertiary
urban
30
obese
89
0
0
never
none
sedentary
1
0
1
0
none
0
grade_1
2
0
0
135
99
0
5.3
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
1
1
thiazide
0
0
none
0
0
0
moderate
0
1
0
0
9,984
32
M
secondary
urban
27.9
overweight
103
0
0
never
moderate
sedentary
1
1
0
0
type_2
4
none
0
0
0
125
83
1
16.2
-1
14.7
0
-1
-1
0
0
0
1
0
0
0
0
0
0
none
0
0
none
1
0
0
poor
1
0
0
0
9,985
86
M
primary
urban
28.9
overweight
105
0
1
never
moderate
moderate
0
1
1
1
type_2
0
grade_1
5
1
1
140
103
0
9.7
-1
18.8
0
-1
-1
1
1
0
0
0
0
1
0
1
0
none
0
0
none
0
0
0
not_applicable
1
1
0
0
9,986
49
F
secondary
urban
25.6
overweight
93
1
0
never
moderate
moderate
0
1
0
0
type_2
8
none
0
0
0
98
75
1
11.9
-1
8.4
0
-1
-1
1
0
0
0
0
0
0
0
0
0
none
0
1
metformin
0
0
0
moderate
0
0
0
0
9,987
20
F
secondary
rural
21.6
normal
88
0
1
never
none
moderate
1
0
1
0
none
0
grade_3
14
0
1
184
117
0
3.9
-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
9,988
36
F
none
rural
24
normal
81
0
1
never
moderate
sedentary
1
0
1
0
none
0
grade_2
2
0
1
165
108
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
1
0
0
0
9,989
68
M
tertiary
urban
28.9
overweight
71
0
1
current
heavy
high
0
1
1
1
type_2
8
grade_1
14
1
1
140
103
0
12.2
-1
13.7
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
0
9,990
46
M
secondary
rural
25.3
overweight
106
0
1
never
none
moderate
0
0
1
0
none
0
grade_2
2
0
0
162
116
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
1
0
0
9,991
67
F
secondary
peri_urban
28.4
overweight
77
0
0
never
none
low
1
0
1
0
none
0
grade_2
7
0
1
172
130
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
0
0
0
0
9,992
75
F
primary
peri_urban
20.4
normal
75
0
0
never
heavy
high
0
1
1
1
type_2
1
grade_2
1
1
1
166
125
0
4
-1
14.1
1
-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
9,993
46
M
tertiary
peri_urban
25.9
overweight
76
0
1
never
none
moderate
1
0
1
0
none
0
grade_2
11
0
1
150
116
0
3.5
-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
9,994
65
M
secondary
peri_urban
16
underweight
70
1
0
former
moderate
low
0
0
1
0
none
0
grade_2
3
0
0
184
127
0
4.8
-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
1
0
0
9,995
41
F
primary
urban
22.9
normal
84
1
0
never
moderate
sedentary
0
0
1
0
none
0
grade_3
0
0
1
170
124
0
5.4
-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
9,996
39
M
tertiary
urban
24.4
normal
73
0
0
current
none
moderate
1
1
1
1
type_2
0
grade_2
2
0
1
150
101
0
11.1
-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
1
0
0
9,997
58
F
primary
urban
24.2
normal
78
0
0
never
none
moderate
0
1
0
0
type_2
13
none
0
1
0
118
79
1
11.5
-1
17.3
0
-1
-1
0
1
1
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
9,998
55
F
none
peri_urban
18.7
normal
77
0
0
never
none
sedentary
1
0
1
0
none
0
grade_2
2
0
1
188
115
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
0
0
1
9,999
45
F
primary
rural
18.2
underweight
72
1
1
never
none
moderate
1
1
0
0
type_2
2
none
0
1
0
103
79
1
12
-1
19.9
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
10,000
18
F
primary
rural
26.5
overweight
88
1
0
never
heavy
moderate
1
1
1
1
type_2
0
grade_1
0
0
0
147
115
0
17.5
-1
16.4
0
-1
-1
0
1
0
0
0
0
0
0
0
1
ace_inhibitor_arb
1
0
none
1
0
0
poor
0
0
0
0