id
int64
age_years
int64
sex
string
education
string
employment_status
string
marital_status
string
primary_diagnosis
string
comorbid_physical
int64
comorbid_substance
int64
hiv_positive
int64
suicidal_ideation
int64
suicide_attempt_history
int64
severity
string
symptom_score
int64
duration_months
int64
treatment_status
string
in_treatment_gap
int64
barrier_cost
int64
barrier_stigma
int64
barrier_availability
int64
barrier_awareness
int64
barrier_distance
int64
consulted_traditional_healer
int64
consulted_religious_leader
int64
phq9_screened
int64
service_contact
string
psychotropic_medication
int64
medication_type
string
medication_adherence
string
psychotherapy
int64
psychotherapy_type
string
whodas_score
int64
functional_impairment
string
days_unable_to_work_30d
int64
human_rights_violation
int64
101
43
M
secondary
employed
single
ptsd
0
0
0
0
0
severe
27
22
untreated
1
0
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
69
severe
13
0
102
46
F
tertiary
employed
married
depression
0
0
0
0
0
moderate
11
41
partially_treated
1
0
0
0
1
0
1
0
0
phc_mhgap
0
none
not_applicable
0
none
28
mild
0
0
103
45
F
primary
employed
married
childhood_behavioural
1
0
0
0
0
severe
-1
2
partially_treated
1
0
1
0
0
0
1
0
0
phc_general
0
none
not_applicable
0
none
69
severe
12
0
104
13
M
secondary
student
single
psychosis_schizophrenia
1
0
0
0
0
mild
-1
25
untreated
1
0
1
0
1
1
0
1
0
none
0
none
not_applicable
0
none
58
moderate
13
0
105
36
F
none
unemployed
single
epilepsy_with_psychiatric
0
0
0
0
0
severe
-1
1
adequately_treated
0
0
0
0
0
0
0
1
0
psychiatric_clinic
1
carbamazepine
moderate
0
none
46
moderate
9
0
106
58
M
secondary
retired
divorced_separated
anxiety_disorder
0
0
0
0
0
severe
19
3
untreated
1
0
1
1
1
0
1
1
1
none
0
none
not_applicable
0
none
78
severe
5
0
107
44
M
secondary
unemployed
widowed
depression
0
1
0
0
0
severe
15
14
adequately_treated
0
0
0
0
0
0
0
1
0
phc_mhgap
0
none
not_applicable
0
none
47
moderate
7
0
108
23
F
primary
employed
divorced_separated
psychosis_schizophrenia
0
0
0
0
0
severe
-1
39
partially_treated
1
1
0
1
0
0
1
1
0
phc_general
1
haloperidol
moderate
0
none
61
severe
13
0
109
13
M
primary
student
married
anxiety_disorder
1
0
0
0
0
moderate
11
1
partially_treated
1
1
1
0
1
1
1
0
0
phc_mhgap
0
none
not_applicable
1
group_therapy
59
moderate
12
0
110
23
M
tertiary
unemployed
married
childhood_behavioural
1
0
0
0
0
severe
-1
2
partially_treated
1
0
1
1
1
0
1
0
0
pharmacy_only
1
amitriptyline
moderate
1
problem_solving
75
severe
16
0
111
43
F
primary
informal_sector
divorced_separated
substance_use_disorder
0
0
0
0
0
mild
-1
3
untreated
1
0
1
0
1
1
1
0
0
none
0
none
not_applicable
0
none
44
moderate
9
0
112
26
F
tertiary
employed
married
depression
0
0
0
0
0
mild
9
18
adequately_treated
0
0
0
0
0
0
1
0
0
psychiatric_clinic
0
none
not_applicable
0
none
32
mild
5
0
113
23
F
primary
informal_sector
divorced_separated
ptsd
1
0
0
0
0
severe
15
5
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
1
imipramine
good
0
none
43
moderate
7
0
114
60
M
primary
unemployed
married
substance_use_disorder
0
0
0
0
0
moderate
-1
4
untreated
1
0
0
1
0
1
1
1
0
none
0
none
not_applicable
0
none
66
severe
15
0
115
17
M
secondary
student
widowed
bipolar_disorder
0
0
0
0
0
moderate
-1
13
untreated
1
0
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
52
moderate
7
0
116
42
M
tertiary
unemployed
married
psychosis_schizophrenia
1
0
0
1
0
severe
-1
7
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
0
none
not_applicable
0
none
61
severe
7
0
117
53
F
primary
unemployed
married
anxiety_disorder
0
0
0
0
0
severe
20
27
untreated
1
1
1
1
1
0
1
0
0
none
0
none
not_applicable
0
none
68
severe
15
0
118
44
M
tertiary
unemployed
single
substance_use_disorder
0
0
0
0
0
moderate
-1
2
partially_treated
1
1
1
1
1
0
0
1
0
phc_general
0
none
not_applicable
0
none
34
mild
4
0
119
55
F
none
student
married
depression
1
0
0
0
0
moderate
13
20
adequately_treated
0
0
0
0
0
0
0
1
1
phc_mhgap
1
amitriptyline
good
0
none
35
mild
8
0
120
10
M
secondary
student
married
substance_use_disorder
0
0
0
0
0
mild
-1
43
untreated
1
1
1
0
1
0
1
1
0
none
0
none
not_applicable
0
none
49
moderate
6
0
121
32
F
primary
informal_sector
single
depression
0
0
0
0
0
moderate
12
11
untreated
1
1
1
1
0
0
0
0
1
none
0
none
not_applicable
0
none
86
severe
15
0
122
63
F
secondary
employed
divorced_separated
substance_use_disorder
1
0
0
0
0
moderate
-1
34
untreated
1
0
1
1
1
0
1
0
0
none
0
none
not_applicable
0
none
50
moderate
15
0
123
76
M
secondary
unemployed
divorced_separated
ptsd
0
0
0
0
0
mild
6
37
untreated
1
1
0
1
1
0
1
0
0
none
0
none
not_applicable
0
none
18
none
0
0
124
23
F
tertiary
employed
widowed
anxiety_disorder
0
0
0
0
0
severe
17
15
adequately_treated
0
0
0
0
0
0
1
1
0
phc_mhgap
1
amitriptyline
good
0
none
44
moderate
10
0
125
31
F
primary
unemployed
widowed
substance_use_disorder
1
0
0
0
0
mild
-1
12
untreated
1
0
0
0
0
1
1
0
0
none
0
none
not_applicable
0
none
56
moderate
5
0
126
10
M
secondary
student
married
ptsd
0
0
0
0
0
severe
21
1
untreated
1
1
1
0
0
1
0
0
0
none
0
none
not_applicable
0
none
64
severe
8
0
127
34
F
secondary
informal_sector
divorced_separated
psychosis_schizophrenia
1
1
1
0
0
moderate
-1
4
partially_treated
1
0
0
0
1
0
0
0
0
phc_general
1
risperidone
moderate
0
none
47
moderate
6
0
128
72
F
primary
student
widowed
anxiety_disorder
0
0
0
0
0
moderate
12
10
untreated
1
0
0
1
0
0
1
1
0
none
0
none
not_applicable
0
none
51
moderate
10
0
129
61
F
primary
informal_sector
single
substance_use_disorder
1
0
0
0
0
mild
-1
1
untreated
1
0
0
1
0
0
1
0
0
none
0
none
not_applicable
0
none
46
moderate
10
0
130
42
M
primary
employed
married
depression
1
1
0
0
0
moderate
10
16
untreated
1
0
0
0
1
1
0
0
0
none
0
none
not_applicable
0
none
59
moderate
10
0
131
15
M
secondary
student
married
depression
1
0
0
0
0
moderate
12
15
untreated
1
0
0
0
0
0
0
0
0
none
0
none
not_applicable
0
none
66
severe
16
0
132
53
M
secondary
informal_sector
single
ptsd
0
1
0
0
0
severe
19
15
partially_treated
1
0
1
0
0
0
0
0
0
phc_mhgap
1
diazepam
poor
0
none
81
severe
17
0
133
35
F
secondary
student
single
psychosis_schizophrenia
0
0
0
0
0
severe
-1
2
untreated
1
1
1
1
0
0
1
0
0
none
0
none
not_applicable
0
none
72
severe
12
0
134
53
M
secondary
informal_sector
widowed
depression
0
0
0
0
0
moderate
11
3
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
0
none
not_applicable
0
none
19
none
0
0
135
21
F
tertiary
informal_sector
divorced_separated
depression
0
1
0
0
0
moderate
14
3
adequately_treated
0
0
0
0
0
0
1
0
1
psychiatric_clinic
0
none
not_applicable
0
none
45
moderate
10
0
136
73
F
tertiary
unemployed
single
depression
1
0
1
1
1
mild
9
13
adequately_treated
0
0
0
0
0
0
1
0
0
psychiatric_clinic
0
none
not_applicable
0
none
22
mild
0
0
137
21
F
primary
informal_sector
divorced_separated
substance_use_disorder
0
0
0
0
0
severe
-1
28
untreated
1
1
0
0
0
0
1
0
0
none
0
none
not_applicable
0
none
49
moderate
6
0
138
64
M
primary
unemployed
divorced_separated
depression
1
0
0
0
0
mild
7
15
adequately_treated
0
0
0
0
0
0
1
1
0
psychologist
0
none
not_applicable
0
none
25
mild
0
0
139
19
M
primary
informal_sector
married
anxiety_disorder
1
0
0
0
0
severe
19
6
untreated
1
1
0
1
0
0
1
1
0
none
0
none
not_applicable
0
none
61
severe
13
0
140
12
F
none
student
divorced_separated
psychosis_schizophrenia
1
1
1
0
0
severe
-1
6
partially_treated
1
0
1
1
1
0
1
0
0
pharmacy_only
0
none
not_applicable
0
none
73
severe
21
0
141
38
F
primary
student
divorced_separated
childhood_behavioural
1
0
0
0
0
severe
-1
11
partially_treated
1
0
1
0
1
0
0
0
0
phc_general
1
chlorpromazine
moderate
1
problem_solving
68
severe
18
0
142
24
M
secondary
informal_sector
divorced_separated
psychosis_schizophrenia
1
0
0
0
0
mild
-1
97
untreated
1
1
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
37
mild
9
0
143
50
M
secondary
retired
widowed
depression
1
0
0
0
0
mild
9
5
partially_treated
1
0
0
0
0
1
1
1
0
phc_general
1
amitriptyline
moderate
0
none
41
moderate
7
0
144
19
F
secondary
informal_sector
married
depression
0
0
0
0
0
severe
23
27
partially_treated
1
0
1
1
1
0
0
1
0
phc_general
0
none
not_applicable
0
none
54
moderate
10
0
145
55
M
primary
unemployed
married
psychosis_schizophrenia
0
0
0
0
0
severe
-1
5
partially_treated
1
1
0
1
0
0
0
1
0
phc_mhgap
0
none
not_applicable
0
none
48
moderate
4
0
146
68
M
primary
informal_sector
widowed
substance_use_disorder
0
0
1
0
0
severe
-1
21
adequately_treated
0
0
0
0
0
0
1
1
0
psychiatric_clinic
0
none
not_applicable
0
none
56
moderate
12
0
147
43
M
none
student
married
anxiety_disorder
0
0
0
0
0
severe
16
9
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
1
amitriptyline
moderate
0
none
47
moderate
11
0
148
33
M
secondary
unemployed
single
anxiety_disorder
0
1
0
0
0
mild
7
14
partially_treated
1
1
0
1
1
0
1
0
0
pharmacy_only
0
none
not_applicable
1
problem_solving
16
none
0
0
149
75
M
primary
employed
married
depression
1
0
0
0
0
mild
5
14
untreated
1
0
1
1
1
1
1
0
0
none
0
none
not_applicable
0
none
39
mild
5
0
150
30
F
tertiary
unemployed
single
depression
1
1
0
0
0
moderate
14
8
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
1
fluoxetine
good
0
none
30
mild
0
0
151
29
F
none
informal_sector
married
depression
0
1
0
0
0
mild
5
14
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
0
none
not_applicable
0
none
15
none
0
0
152
27
F
none
unemployed
single
ptsd
0
0
0
0
0
mild
8
13
partially_treated
1
1
1
1
0
0
0
0
0
phc_mhgap
0
none
not_applicable
0
none
41
moderate
10
0
153
42
M
primary
informal_sector
married
depression
1
0
0
0
0
mild
9
17
untreated
1
1
0
1
0
0
0
0
1
none
0
none
not_applicable
0
none
34
mild
5
0
154
32
F
tertiary
unemployed
married
anxiety_disorder
1
0
0
0
0
severe
23
6
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
0
none
not_applicable
0
none
57
moderate
9
0
155
73
F
primary
retired
single
anxiety_disorder
0
0
0
0
0
moderate
13
11
partially_treated
1
0
1
0
0
0
0
0
0
phc_general
1
fluoxetine
good
1
problem_solving
46
moderate
6
0
156
65
F
primary
informal_sector
single
ptsd
0
0
0
1
0
moderate
10
16
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
0
none
not_applicable
0
none
38
mild
10
0
157
17
M
secondary
student
divorced_separated
depression
0
1
0
1
1
mild
7
16
untreated
1
0
0
0
1
1
1
1
0
none
0
none
not_applicable
0
none
32
mild
5
0
158
68
M
none
unemployed
single
depression
0
0
0
0
0
severe
23
1
adequately_treated
0
0
0
0
0
0
0
1
0
phc_mhgap
0
none
not_applicable
0
none
48
moderate
8
0
159
50
M
primary
informal_sector
divorced_separated
depression
1
0
0
0
0
severe
19
14
untreated
1
0
0
0
0
0
0
0
0
none
0
none
not_applicable
0
none
67
severe
10
0
160
44
M
secondary
employed
married
anxiety_disorder
1
0
0
0
0
severe
26
15
adequately_treated
0
0
0
0
0
0
0
1
1
phc_mhgap
0
none
not_applicable
0
none
56
moderate
10
0
161
34
F
secondary
retired
married
depression
1
0
0
0
0
moderate
13
30
adequately_treated
0
0
0
0
0
0
1
0
1
psychiatric_clinic
0
none
not_applicable
0
none
53
moderate
9
0
162
30
M
primary
informal_sector
single
substance_use_disorder
0
0
0
0
0
mild
-1
30
untreated
1
0
0
1
1
1
0
0
0
none
0
none
not_applicable
0
none
35
mild
9
0
163
14
F
none
student
married
childhood_behavioural
1
0
0
0
0
mild
-1
13
partially_treated
1
0
0
1
0
0
1
0
0
phc_general
1
diazepam
good
0
none
37
mild
5
0
164
20
F
tertiary
unemployed
single
substance_use_disorder
0
0
0
0
0
severe
-1
5
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
0
none
not_applicable
0
none
41
moderate
7
0
165
54
M
primary
employed
married
depression
1
0
0
1
1
moderate
11
13
partially_treated
1
1
0
1
1
1
1
1
0
pharmacy_only
0
none
not_applicable
0
none
70
severe
15
0
166
21
M
primary
employed
single
ptsd
0
1
0
0
0
moderate
11
1
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
0
none
not_applicable
0
none
31
mild
5
0
167
73
M
primary
employed
married
dementia
0
0
0
0
0
mild
-1
21
partially_treated
1
0
1
0
0
0
0
0
0
phc_general
0
none
not_applicable
0
none
30
mild
0
0
168
27
F
secondary
student
widowed
depression
1
0
0
0
0
severe
18
15
untreated
1
0
0
1
1
0
1
1
0
none
0
none
not_applicable
0
none
93
severe
19
0
169
64
M
primary
unemployed
single
bipolar_disorder
1
1
0
0
0
severe
-1
4
partially_treated
1
0
0
1
0
0
1
0
0
phc_general
0
none
not_applicable
1
problem_solving
77
severe
13
0
170
10
F
secondary
student
single
childhood_behavioural
1
0
0
0
0
mild
-1
21
untreated
1
0
1
0
0
0
1
0
0
none
0
none
not_applicable
0
none
72
severe
11
0
171
46
F
secondary
employed
married
anxiety_disorder
1
0
0
0
0
moderate
10
33
untreated
1
0
1
1
1
0
0
0
0
none
0
none
not_applicable
0
none
62
severe
15
0
172
66
F
primary
informal_sector
married
depression
0
0
0
0
0
moderate
13
47
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
0
none
not_applicable
0
none
34
mild
7
0
173
38
F
primary
retired
married
ptsd
1
0
0
0
0
mild
7
10
untreated
1
1
1
1
0
1
1
0
0
none
0
none
not_applicable
0
none
46
moderate
2
0
174
36
M
tertiary
retired
single
depression
0
0
0
1
1
moderate
10
28
adequately_treated
0
0
0
0
0
0
1
0
0
psychiatric_clinic
0
none
not_applicable
0
none
44
moderate
8
0
175
18
M
none
employed
single
ptsd
0
1
0
0
0
severe
23
15
untreated
1
0
0
0
0
1
0
0
0
none
0
none
not_applicable
0
none
70
severe
16
0
176
33
F
tertiary
unemployed
single
psychosis_schizophrenia
1
0
0
0
0
mild
-1
22
adequately_treated
0
0
0
0
0
0
1
0
0
psychologist
0
none
not_applicable
0
none
40
moderate
7
0
177
24
F
primary
informal_sector
married
depression
0
0
0
0
0
severe
24
1
untreated
1
0
1
1
0
1
1
1
0
none
0
none
not_applicable
0
none
48
moderate
10
0
178
75
F
secondary
retired
married
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
12
untreated
1
1
1
1
0
1
1
0
0
none
0
none
not_applicable
0
none
41
moderate
10
0
179
29
M
primary
employed
married
ptsd
0
0
0
1
0
severe
27
63
partially_treated
1
0
1
0
0
0
0
0
0
phc_general
1
amitriptyline
moderate
0
none
54
moderate
12
0
180
35
M
primary
employed
married
bipolar_disorder
0
0
0
0
0
severe
-1
6
adequately_treated
0
0
0
0
0
0
1
1
0
phc_mhgap
1
lithium
moderate
0
none
58
moderate
10
0
181
26
F
none
student
single
substance_use_disorder
0
0
0
0
0
mild
-1
31
untreated
1
0
1
1
0
0
1
0
0
none
0
none
not_applicable
0
none
44
moderate
6
0
182
33
F
secondary
unemployed
married
psychosis_schizophrenia
0
1
0
0
0
moderate
-1
21
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
0
none
not_applicable
0
none
25
mild
0
0
183
38
M
secondary
informal_sector
single
anxiety_disorder
0
0
0
0
0
mild
9
32
partially_treated
1
0
0
1
0
1
1
0
0
pharmacy_only
1
imipramine
poor
0
none
19
none
0
0
184
32
M
primary
unemployed
divorced_separated
psychosis_schizophrenia
1
0
0
0
0
mild
-1
9
partially_treated
1
0
1
0
1
0
0
0
0
phc_general
0
none
not_applicable
1
problem_solving
50
moderate
10
0
185
37
F
secondary
unemployed
married
depression
0
0
0
0
0
mild
8
4
adequately_treated
0
0
0
0
0
0
1
1
0
phc_mhgap
1
amitriptyline
moderate
0
none
17
none
0
0
186
38
M
primary
student
married
psychosis_schizophrenia
0
0
0
0
0
severe
-1
3
untreated
1
1
1
1
0
1
0
1
0
none
0
none
not_applicable
0
none
71
severe
12
0
187
25
F
primary
informal_sector
single
substance_use_disorder
0
0
0
0
0
mild
-1
13
partially_treated
1
0
0
1
1
0
1
0
0
phc_general
1
diazepam
moderate
0
none
28
mild
0
0
188
70
F
secondary
informal_sector
married
psychosis_schizophrenia
0
1
1
0
0
mild
-1
18
partially_treated
1
1
0
1
0
0
1
1
0
phc_general
1
chlorpromazine
poor
0
none
44
moderate
7
0
189
42
F
secondary
employed
single
depression
1
1
0
0
0
moderate
10
2
partially_treated
1
1
1
1
0
0
1
0
1
phc_general
0
none
not_applicable
0
none
45
moderate
10
0
190
22
F
secondary
informal_sector
married
ptsd
0
0
0
1
0
severe
17
1
untreated
1
0
0
1
0
0
0
1
0
none
0
none
not_applicable
0
none
75
severe
16
0
191
13
F
secondary
student
married
anxiety_disorder
0
1
0
0
0
mild
8
38
untreated
1
1
1
1
0
0
1
1
0
none
0
none
not_applicable
0
none
33
mild
10
0
192
17
F
primary
student
single
depression
0
0
0
0
0
severe
21
19
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
1
imipramine
moderate
0
none
50
moderate
6
0
193
19
M
secondary
informal_sector
married
psychosis_schizophrenia
1
0
1
0
0
mild
-1
6
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
1
risperidone
poor
0
none
14
none
0
0
194
26
F
primary
employed
single
psychosis_schizophrenia
1
1
1
0
0
mild
-1
3
untreated
1
1
0
0
0
0
1
1
0
none
0
none
not_applicable
0
none
44
moderate
4
0
195
41
M
none
employed
single
depression
0
0
0
0
0
severe
22
1
untreated
1
1
0
1
1
0
1
0
0
none
0
none
not_applicable
0
none
69
severe
9
0
196
57
F
none
unemployed
divorced_separated
bipolar_disorder
0
0
0
0
0
mild
-1
6
partially_treated
1
1
0
1
1
0
0
0
0
phc_general
0
none
not_applicable
0
none
9
none
0
0
197
53
F
secondary
informal_sector
single
substance_use_disorder
0
0
0
0
0
severe
-1
5
untreated
1
1
0
0
1
0
1
0
0
none
0
none
not_applicable
0
none
96
severe
21
0
198
35
F
primary
unemployed
single
anxiety_disorder
0
0
0
0
0
mild
6
8
untreated
1
1
1
1
0
0
1
1
0
none
0
none
not_applicable
0
none
41
moderate
5
0
199
25
F
tertiary
unemployed
single
bipolar_disorder
0
0
0
0
0
severe
-1
13
adequately_treated
0
0
0
0
0
0
0
1
0
phc_mhgap
1
lithium
moderate
0
none
56
moderate
13
0
200
41
F
secondary
informal_sector
married
epilepsy_with_psychiatric
0
0
0
0
0
moderate
-1
10
partially_treated
1
1
1
0
0
0
1
0
0
pharmacy_only
1
phenobarbital
poor
1
problem_solving
43
moderate
9
0