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
201
80
F
secondary
urban
28
overweight
102
0
1
never
none
moderate
0
1
1
1
type_2
3
grade_1
13
1
0
141
96
0
12.6
-1
16.4
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
202
24
M
secondary
peri_urban
26.3
overweight
83
0
0
never
heavy
sedentary
0
0
1
0
none
0
grade_2
3
0
0
164
122
0
3.8
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
1
1
thiazide
0
0
none
0
0
0
moderate
1
0
0
0
203
79
M
none
peri_urban
20.9
normal
72
0
0
current
none
moderate
1
1
1
1
type_2
0
grade_3
2
1
1
175
101
0
5.7
-1
12.7
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
204
66
F
secondary
peri_urban
23.7
normal
77
0
1
never
moderate
low
1
0
1
0
none
0
grade_2
1
0
1
162
112
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
1
0
0
0
205
74
F
none
peri_urban
23
normal
79
0
0
never
none
moderate
1
0
1
0
none
0
grade_1
1
0
1
135
105
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
1
0
0
0
206
44
F
tertiary
urban
20.1
normal
71
1
1
never
none
sedentary
1
1
1
1
type_2
0
grade_1
17
1
1
140
106
0
13.8
-1
9.1
0
-1
-1
0
0
0
0
0
1
0
0
1
0
none
0
0
none
0
1
0
not_applicable
1
0
0
0
207
88
M
secondary
peri_urban
31.6
obese
109
1
1
never
none
high
1
1
1
1
type_2
0
grade_2
8
1
1
173
134
0
14
-1
10
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
208
66
F
primary
peri_urban
21
normal
83
0
0
never
heavy
sedentary
0
0
1
0
none
0
grade_2
14
0
1
157
129
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
0
0
0
209
74
F
secondary
rural
30.8
obese
96
0
0
never
moderate
low
0
1
1
1
type_2
8
grade_1
0
1
1
139
124
0
8.6
-1
14.9
0
-1
-1
0
1
0
0
1
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
210
40
F
primary
peri_urban
19.6
normal
77
1
1
never
none
high
0
0
1
0
none
0
grade_2
7
0
1
150
92
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
211
53
F
none
rural
21
normal
84
0
1
never
moderate
high
0
1
1
1
type_2
0
grade_2
4
0
1
159
115
0
6
-1
21.2
1
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
1
metformin
0
0
0
poor
0
0
0
0
212
46
F
primary
rural
28.8
overweight
84
0
1
never
heavy
sedentary
0
0
1
0
none
0
grade_1
2
0
0
144
118
0
4.4
-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
213
34
F
tertiary
rural
19.9
normal
75
0
0
never
none
low
0
0
1
0
none
0
grade_2
1
0
1
181
111
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
214
59
M
tertiary
peri_urban
21.8
normal
71
0
0
never
moderate
sedentary
0
1
1
1
type_2
5
grade_3
0
1
1
210
148
0
13.8
-1
16.5
0
-1
-1
0
1
0
0
0
1
0
0
1
0
none
0
0
none
0
0
0
not_applicable
0
1
0
0
215
50
F
secondary
peri_urban
32.2
obese
81
0
0
never
heavy
high
1
1
1
1
type_2
3
grade_2
4
1
1
150
108
0
11.3
-1
11.6
0
-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
216
27
M
primary
urban
23
normal
77
0
1
never
none
moderate
0
1
1
1
type_2
2
grade_1
3
0
1
157
116
0
9
-1
15.5
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
217
36
F
none
rural
28.6
overweight
95
0
1
former
none
sedentary
1
1
1
1
type_2
3
grade_1
4
1
1
151
110
0
16.3
-1
15.2
0
-1
-1
0
0
0
0
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
1
0
218
77
F
none
rural
29.4
overweight
102
1
0
never
none
moderate
0
1
1
1
type_2
3
grade_1
1
1
1
143
113
0
15
-1
6.4
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
219
31
M
secondary
rural
22.2
normal
65
0
0
never
moderate
high
0
0
1
0
none
0
grade_1
3
0
0
146
109
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
0
1
0
0
220
27
M
primary
rural
32
obese
105
0
0
never
none
sedentary
0
1
1
1
type_2
4
grade_2
2
0
1
160
118
0
10.1
-1
16.9
0
-1
-1
0
0
0
0
0
1
1
0
0
0
none
0
0
none
0
0
0
not_applicable
0
1
1
0
221
55
F
tertiary
urban
30.6
obese
87
0
0
former
none
moderate
0
0
1
0
none
0
grade_1
1
0
1
153
119
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
1
0
0
222
27
M
primary
urban
21.2
normal
63
0
0
never
none
high
0
0
1
0
none
0
grade_1
7
0
1
146
100
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
223
66
F
secondary
urban
32.5
obese
91
0
0
never
none
high
1
1
1
1
type_2
6
grade_2
6
0
0
161
129
0
7.1
-1
20
0
-1
-1
0
0
0
0
0
1
0
0
0
1
ccb
1
1
metformin
0
0
0
moderate
0
0
1
0
224
48
F
none
rural
31.2
obese
98
1
1
never
moderate
sedentary
0
1
1
1
type_2
3
grade_2
1
0
1
162
117
0
10.3
-1
13.8
0
-1
-1
0
0
0
1
0
1
0
0
0
0
none
0
1
metformin_glibenclamide
0
0
0
moderate
0
1
0
0
225
68
M
secondary
rural
18.4
underweight
86
0
0
never
none
sedentary
0
0
1
0
none
0
grade_3
5
0
1
182
134
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
1
226
32
M
primary
urban
29.1
overweight
107
0
0
never
none
high
1
0
1
0
none
0
grade_1
4
0
0
157
114
0
5.3
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
0
0
none
0
0
0
poor
0
1
0
0
227
30
M
tertiary
urban
26.4
overweight
83
0
0
former
none
low
1
1
0
0
type_2
0
none
0
1
0
120
79
1
13.6
-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
0
0
0
0
228
36
F
primary
peri_urban
16.2
underweight
60
0
0
current
heavy
moderate
1
1
0
0
type_2
1
none
0
1
0
125
72
1
9.3
-1
18.2
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
229
89
F
secondary
rural
26.1
overweight
100
1
1
never
heavy
moderate
1
1
1
1
type_2
3
grade_2
5
0
0
163
125
0
6.8
-1
13.6
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
230
45
F
primary
peri_urban
25.6
overweight
60
1
0
never
none
low
1
0
1
0
none
0
grade_3
30
0
1
180
124
0
4.8
-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
231
35
F
primary
rural
29.9
overweight
83
1
0
never
moderate
low
0
1
1
1
type_2
1
grade_2
4
1
1
182
120
0
11.7
-1
16
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
1
1
not_applicable
0
1
0
0
232
48
M
tertiary
urban
29.8
overweight
99
1
0
never
none
moderate
0
0
1
0
none
0
grade_2
13
0
1
157
108
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
233
57
F
primary
urban
26.5
overweight
88
0
0
former
moderate
sedentary
1
1
0
0
type_2
3
none
0
1
0
105
90
0
6.2
-1
18.7
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
234
50
M
primary
peri_urban
18.2
underweight
90
0
0
never
none
moderate
1
0
1
0
none
0
grade_2
6
0
1
173
118
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
235
85
F
secondary
urban
26.8
overweight
107
1
0
never
moderate
sedentary
0
1
1
1
type_2
4
grade_2
2
0
1
150
100
0
9.9
-1
12.7
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
236
36
F
primary
urban
28
overweight
103
0
1
never
none
moderate
0
1
1
1
type_2
1
grade_2
0
0
0
150
106
0
4
-1
14.2
1
-1
-1
0
0
0
0
1
0
0
1
0
1
ace_inhibitor_arb
0
0
none
0
0
0
moderate
0
1
1
1
237
66
M
tertiary
urban
23.2
normal
92
0
0
former
none
moderate
0
1
1
1
type_2
3
grade_1
2
1
1
161
114
0
16
-1
16.2
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
238
53
M
primary
peri_urban
22.9
normal
89
1
1
never
none
low
0
1
1
1
type_2
3
grade_3
1
0
1
176
106
0
10.5
-1
8.2
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
239
53
M
none
peri_urban
25.7
overweight
89
1
0
current
moderate
high
0
1
1
1
type_2
7
grade_3
30
1
0
202
121
0
7.7
-1
8.5
0
-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
240
72
F
tertiary
rural
16
underweight
73
0
0
never
none
sedentary
0
0
1
0
none
0
grade_2
3
0
0
178
118
0
6.9
-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
241
45
M
tertiary
urban
28
overweight
76
0
0
never
moderate
high
0
0
1
0
none
0
grade_2
7
0
1
151
104
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
242
82
M
none
peri_urban
24
normal
90
0
0
never
none
high
0
1
1
1
type_2
3
grade_3
0
1
0
194
127
0
8.1
-1
11.1
0
-1
-1
0
0
0
0
0
0
0
1
0
1
ccb
0
0
none
0
0
0
poor
1
1
0
0
243
67
M
tertiary
peri_urban
21.6
normal
71
0
0
never
none
high
0
1
1
1
type_2
5
grade_1
2
1
0
139
95
0
13.6
-1
9.4
0
-1
-1
0
0
0
0
0
0
0
0
0
1
thiazide
1
0
none
0
0
0
moderate
1
1
0
0
244
45
F
secondary
urban
28.6
overweight
88
1
0
never
moderate
high
0
1
0
0
type_2
1
none
0
1
0
117
80
1
6.7
-1
21
1
-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
245
85
F
secondary
urban
26.6
overweight
88
0
1
never
heavy
low
1
0
1
0
none
0
grade_2
17
0
0
170
121
0
5.5
-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
246
54
M
primary
urban
26.7
overweight
76
0
0
never
moderate
sedentary
1
0
1
0
none
0
grade_1
3
0
1
151
120
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
1
0
0
247
39
F
tertiary
urban
24.6
normal
85
0
0
never
heavy
high
1
0
1
0
none
0
grade_1
0
0
1
150
109
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
248
58
M
none
rural
20.8
normal
81
0
0
never
moderate
low
0
1
0
0
type_2
14
none
0
0
0
136
79
1
19.9
-1
9.3
0
-1
-1
0
0
0
1
0
0
0
0
0
0
none
0
1
metformin
0
0
0
poor
0
1
0
0
249
57
M
none
urban
32.2
obese
98
1
0
never
none
moderate
0
1
1
1
type_2
5
grade_1
0
1
0
140
113
0
5.6
-1
6.2
1
-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
250
70
M
secondary
urban
29.2
overweight
83
1
0
never
none
moderate
0
1
1
1
type_2
1
grade_2
4
0
0
169
117
0
7.1
-1
18.5
0
-1
-1
0
0
0
0
0
1
0
0
0
1
ccb
0
1
metformin_glibenclamide
0
0
1
moderate
0
1
0
0
251
68
F
tertiary
peri_urban
24
normal
101
0
1
never
none
low
0
0
1
0
none
0
grade_2
3
0
1
185
129
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
252
68
F
tertiary
urban
21.4
normal
79
0
0
never
moderate
low
1
0
1
0
none
0
grade_3
9
0
0
192
117
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
1
0
1
253
81
F
secondary
peri_urban
22.9
normal
83
1
0
never
none
low
0
1
1
1
type_2
5
grade_1
12
1
0
146
105
0
9.3
-1
10.4
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
254
69
M
none
urban
39.8
obese
121
0
1
current
none
sedentary
0
1
1
1
type_2
5
grade_3
1
1
1
196
123
0
11.9
-1
12
0
-1
-1
0
0
0
0
0
1
1
0
1
0
none
0
0
none
0
0
0
not_applicable
1
0
1
0
255
79
F
secondary
rural
25.6
overweight
95
0
1
never
none
moderate
1
0
1
0
none
0
grade_1
13
0
1
139
113
0
5
-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
256
34
M
primary
urban
18.2
underweight
86
0
0
never
moderate
moderate
0
0
1
0
none
0
grade_2
3
0
1
160
122
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
0
0
0
257
55
F
secondary
rural
24.9
normal
79
0
0
former
none
sedentary
1
0
1
0
none
0
grade_2
3
0
1
165
133
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
1
0
0
0
258
58
M
secondary
rural
22.9
normal
69
0
0
never
none
high
0
0
1
0
none
0
grade_2
3
0
0
167
124
0
5.3
-1
-1
0
-1
-1
0
0
0
0
0
0
0
0
0
1
thiazide
0
0
none
0
0
0
poor
1
0
0
0
259
57
M
tertiary
peri_urban
30
obese
94
0
1
never
none
low
1
1
1
1
type_2
0
grade_1
16
0
1
154
113
0
6.1
-1
19.7
1
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
1
glibenclamide
0
0
1
moderate
0
0
1
0
260
45
F
secondary
rural
28.6
overweight
98
0
1
never
moderate
moderate
0
0
1
0
none
0
grade_1
18
0
1
165
107
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
261
19
F
none
urban
29.3
overweight
100
0
0
never
none
low
1
1
1
1
type_1
2
grade_2
0
1
1
164
114
0
5.3
-1
11.1
1
-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
262
56
M
secondary
urban
38.4
obese
110
0
0
never
moderate
moderate
1
0
1
0
none
0
grade_2
4
0
1
175
114
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
1
0
0
263
37
M
primary
peri_urban
18.8
normal
69
0
0
never
moderate
high
0
1
1
1
type_2
6
grade_2
1
1
0
152
116
0
4
-1
7.9
1
-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
264
47
F
secondary
peri_urban
21.2
normal
69
1
0
never
none
sedentary
1
0
1
0
none
0
grade_1
9
0
1
144
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
265
75
M
secondary
rural
24.3
normal
84
0
0
never
heavy
sedentary
0
1
1
1
type_2
8
grade_1
10
1
0
155
109
0
10.9
-1
14.1
0
-1
-1
0
0
0
0
0
0
0
0
1
1
ccb
0
0
none
0
0
0
good
0
0
0
0
266
35
M
primary
urban
20.4
normal
60
1
0
never
none
low
0
1
0
0
type_2
0
none
0
1
0
126
71
1
10.1
-1
16.8
0
-1
-1
0
0
0
0
0
1
0
0
1
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
267
63
M
none
urban
24.1
normal
89
1
1
current
moderate
low
0
1
1
1
type_2
5
grade_1
3
1
1
157
110
0
8.1
-1
11.9
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
268
48
M
secondary
urban
24.4
normal
93
0
0
never
none
low
0
1
1
1
type_2
0
grade_2
6
1
0
182
119
0
12.2
-1
15.2
0
-1
-1
0
0
0
0
0
0
0
1
0
1
ccb
0
0
none
0
0
0
moderate
1
1
0
1
269
86
F
primary
rural
21.6
normal
92
1
1
current
moderate
moderate
0
1
1
1
type_2
25
grade_2
3
0
1
168
119
0
9.7
-1
15.2
0
-1
-1
0
1
1
0
0
0
0
0
0
0
none
0
1
glibenclamide
1
0
0
good
0
1
0
0
270
53
F
none
peri_urban
29.1
overweight
91
0
0
current
moderate
low
0
0
1
0
none
0
grade_3
10
0
1
211
130
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
0
1
0
0
271
49
M
none
urban
33.2
obese
90
1
1
never
heavy
low
1
1
1
1
type_2
8
grade_3
3
1
1
190
138
0
14.9
-1
15.3
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
272
60
M
tertiary
rural
21.4
normal
73
0
0
never
none
sedentary
1
1
1
1
type_2
6
grade_1
9
1
0
134
119
0
12
-1
22
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
0
0
none
0
0
0
moderate
0
0
0
0
273
56
M
tertiary
urban
31
obese
77
0
0
former
heavy
low
0
0
1
0
none
0
grade_2
0
0
1
151
117
0
5.7
-1
-1
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
0
1
not_applicable
0
0
1
0
274
23
F
primary
peri_urban
31.8
obese
112
0
0
never
heavy
low
0
1
1
1
type_2
3
grade_1
15
1
1
153
117
0
4
-1
5
1
-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
275
54
M
tertiary
rural
18.2
underweight
60
0
0
never
none
low
0
1
1
1
type_2
0
grade_2
0
0
1
153
104
0
12.9
-1
5
0
-1
-1
1
0
0
0
0
0
0
0
1
0
none
0
1
metformin
0
0
0
poor
0
0
0
0
276
61
M
tertiary
urban
33.8
obese
92
1
0
former
moderate
moderate
1
1
1
1
type_2
5
grade_3
1
1
1
170
123
0
7.1
-1
15
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
277
73
F
primary
peri_urban
25.5
overweight
84
0
0
never
moderate
high
1
0
1
0
none
0
grade_3
8
0
1
173
119
0
5.7
-1
-1
0
-1
-1
0
0
0
0
0
0
1
0
1
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
278
86
F
primary
peri_urban
27.5
overweight
101
0
0
never
none
high
0
1
1
1
type_2
3
grade_1
3
1
0
139
95
0
4
-1
7
1
-1
-1
1
0
0
0
0
0
0
0
0
1
ace_inhibitor_arb
0
0
none
0
0
0
poor
1
0
0
0
279
19
M
none
rural
28.2
overweight
96
0
1
never
moderate
moderate
1
1
1
1
type_2
11
grade_1
3
1
1
139
108
0
12.4
-1
17.8
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
0
0
not_applicable
1
0
0
0
280
71
M
primary
peri_urban
24.4
normal
86
0
1
never
moderate
moderate
0
0
1
0
none
0
grade_2
11
0
1
178
132
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
281
58
F
primary
urban
26.7
overweight
100
0
1
never
moderate
moderate
0
0
1
0
none
0
grade_2
10
0
1
175
116
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
1
1
0
0
282
88
F
secondary
peri_urban
20.2
normal
72
0
1
never
moderate
sedentary
0
0
1
0
none
0
grade_1
1
0
1
130
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
283
47
F
primary
rural
22.9
normal
85
0
1
never
heavy
low
0
0
1
0
none
0
grade_1
4
0
0
130
111
0
5.2
-1
-1
0
-1
-1
1
0
0
0
0
0
0
0
0
1
thiazide
0
0
none
0
0
0
good
0
1
0
0
284
29
M
primary
rural
26.9
overweight
89
0
0
former
none
high
0
0
1
0
none
0
grade_2
7
0
1
170
116
0
6.1
-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
285
36
F
secondary
urban
30.8
obese
97
0
1
never
none
moderate
1
1
1
1
type_2
4
grade_3
4
1
1
184
119
0
10.2
-1
12.4
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
286
55
F
primary
rural
22.4
normal
102
0
0
never
moderate
low
0
0
1
0
none
0
grade_1
11
0
0
145
103
0
4.9
-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
287
72
F
primary
rural
23.1
normal
83
1
0
never
moderate
sedentary
0
1
1
1
type_2
1
grade_1
11
0
0
158
109
0
15.1
-1
16.7
0
-1
-1
0
0
0
0
0
0
0
0
0
1
ccb
0
1
glibenclamide
0
0
0
poor
1
1
0
0
288
54
F
tertiary
urban
31.8
obese
90
0
1
never
none
sedentary
1
1
1
1
type_2
3
grade_2
5
1
1
150
124
0
4
-1
7.8
1
-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
289
43
M
tertiary
peri_urban
20.2
normal
75
1
0
current
moderate
sedentary
0
1
0
0
type_2
0
none
0
1
0
115
82
1
10.9
-1
12.5
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
290
58
M
secondary
rural
27.4
overweight
86
0
1
former
none
sedentary
1
0
1
0
none
0
grade_1
0
0
1
137
94
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
1
1
0
0
291
33
M
primary
urban
26.7
overweight
84
0
0
current
none
high
0
1
1
1
type_2
2
grade_1
0
0
1
155
105
0
4
-1
9.2
1
-1
-1
0
0
0
0
0
0
0
0
1
0
none
0
1
glibenclamide
0
0
0
good
1
0
0
0
292
74
F
primary
peri_urban
22.1
normal
76
0
0
current
moderate
sedentary
0
0
1
0
none
0
grade_1
3
0
1
130
104
0
6.5
-1
-1
0
-1
-1
0
0
0
0
0
1
0
0
0
0
none
0
0
none
0
0
1
not_applicable
0
0
1
1
293
61
F
secondary
urban
40.5
obese
111
0
0
never
none
moderate
1
1
1
1
type_2
1
grade_1
1
1
0
132
111
0
9
-1
17.6
0
-1
-1
0
1
0
1
0
1
0
0
0
1
beta_blocker
0
0
none
0
1
0
poor
1
0
0
0
294
26
F
primary
urban
26.9
overweight
85
0
0
current
none
low
1
1
0
0
type_2
2
none
0
1
0
131
80
1
14.5
-1
17.9
0
-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
295
59
M
primary
urban
25.5
overweight
95
0
1
never
none
moderate
0
0
1
0
none
0
grade_1
11
0
0
139
99
0
5.6
-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
296
42
M
tertiary
rural
26.7
overweight
105
1
1
never
none
sedentary
0
0
1
0
none
0
grade_1
12
0
1
144
111
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
297
38
F
secondary
rural
22.2
normal
84
0
0
never
moderate
high
1
1
1
1
type_2
21
grade_1
1
1
0
150
120
0
12.5
-1
25.1
0
-1
-1
0
0
1
0
0
1
0
0
0
0
none
0
0
none
0
0
1
not_applicable
1
0
0
0
298
85
M
secondary
peri_urban
22.9
normal
87
0
1
never
none
sedentary
0
0
1
0
none
0
grade_2
6
0
1
163
126
0
4.2
-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
299
71
F
secondary
urban
32.6
obese
88
0
1
never
moderate
sedentary
1
1
1
1
type_2
15
grade_2
3
1
1
155
128
0
18.1
-1
15.6
0
-1
-1
0
1
1
1
0
0
0
0
0
0
none
0
0
none
0
0
0
not_applicable
0
0
0
0
300
20
M
primary
urban
20.3
normal
82
0
0
never
none
sedentary
0
1
1
1
type_2
1
grade_2
0
0
1
150
98
0
9.7
-1
12
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