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
1
58
F
secondary
employed
widowed
bipolar_disorder
0
1
0
0
0
severe
-1
31
adequately_treated
0
0
0
0
0
0
1
1
0
phc_mhgap
1
lithium
moderate
0
none
41
moderate
7
0
2
53
F
primary
unemployed
married
depression
1
0
0
0
0
moderate
10
19
untreated
1
0
0
1
1
0
1
1
1
none
0
none
not_applicable
0
none
61
severe
14
0
3
61
F
secondary
employed
single
substance_use_disorder
0
0
0
0
0
severe
-1
37
partially_treated
1
0
1
1
0
1
1
0
0
phc_general
1
amitriptyline
good
0
none
54
moderate
13
0
4
36
M
none
employed
married
psychosis_schizophrenia
1
0
0
0
0
moderate
-1
5
untreated
1
0
1
1
1
0
0
0
0
none
0
none
not_applicable
0
none
53
moderate
12
0
5
27
M
tertiary
informal_sector
single
depression
0
0
0
0
0
severe
23
3
adequately_treated
0
0
0
0
0
0
0
1
0
phc_mhgap
0
none
not_applicable
0
none
49
moderate
7
0
6
71
F
secondary
employed
married
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
11
untreated
1
0
0
1
0
1
0
1
0
none
0
none
not_applicable
0
none
53
moderate
12
0
7
25
M
none
informal_sector
married
ptsd
0
0
0
0
0
moderate
14
10
adequately_treated
0
0
0
0
0
0
1
1
0
phc_mhgap
0
none
not_applicable
0
none
43
moderate
11
0
8
18
M
primary
informal_sector
divorced_separated
depression
1
0
0
0
0
mild
9
1
untreated
1
1
0
1
0
0
0
1
0
none
0
none
not_applicable
0
none
53
moderate
12
0
9
24
M
primary
informal_sector
married
childhood_behavioural
1
0
1
0
0
moderate
-1
23
untreated
1
1
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
50
moderate
7
0
10
43
F
secondary
unemployed
married
psychosis_schizophrenia
0
0
0
0
0
mild
-1
9
adequately_treated
0
0
0
0
0
0
1
1
0
phc_mhgap
1
risperidone
moderate
0
none
19
none
0
0
11
19
M
none
employed
single
depression
1
0
0
0
0
moderate
11
3
adequately_treated
0
0
0
0
0
0
0
1
0
phc_mhgap
1
fluoxetine
moderate
1
interpersonal
36
mild
4
0
12
61
F
tertiary
student
married
bipolar_disorder
1
0
0
0
0
moderate
-1
6
partially_treated
1
1
1
1
0
1
1
0
0
phc_general
1
carbamazepine
good
0
none
54
moderate
10
0
13
43
F
secondary
student
married
anxiety_disorder
1
0
0
0
0
severe
21
1
adequately_treated
0
0
0
0
0
0
1
0
1
psychologist
1
diazepam
poor
0
none
60
severe
9
0
14
16
F
primary
student
married
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
12
untreated
1
1
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
52
moderate
13
0
15
24
M
none
retired
married
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
11
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
0
none
not_applicable
0
none
0
none
0
0
16
34
F
none
informal_sector
divorced_separated
depression
0
0
0
0
0
severe
22
7
adequately_treated
0
0
0
0
0
0
1
0
0
psychiatric_clinic
1
diazepam
good
0
none
42
moderate
5
0
17
10
F
tertiary
student
divorced_separated
depression
0
0
0
0
0
severe
20
14
untreated
1
0
0
0
0
1
0
1
0
none
0
none
not_applicable
0
none
79
severe
7
0
18
10
F
secondary
student
single
depression
0
0
0
0
0
moderate
12
58
untreated
1
0
0
0
0
1
0
0
0
none
0
none
not_applicable
0
none
74
severe
9
0
19
19
M
secondary
informal_sector
married
psychosis_schizophrenia
1
0
0
1
0
moderate
-1
1
partially_treated
1
0
0
0
0
0
0
0
0
phc_general
0
none
not_applicable
0
none
50
moderate
15
0
20
34
M
tertiary
informal_sector
single
depression
0
1
0
0
0
mild
8
11
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
1
fluoxetine
good
0
none
8
none
0
0
21
71
M
secondary
informal_sector
married
dementia
1
0
0
0
0
mild
-1
4
adequately_treated
0
0
0
0
0
0
0
0
0
psychologist
1
diazepam
moderate
1
problem_solving
21
mild
0
0
22
41
M
primary
retired
single
depression
1
0
0
0
0
mild
6
60
partially_treated
1
0
0
0
1
0
0
0
0
phc_general
0
none
not_applicable
0
none
31
mild
7
0
23
68
F
primary
unemployed
single
depression
0
0
0
1
0
severe
21
26
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
0
none
not_applicable
0
none
32
mild
9
0
24
25
M
none
student
married
dementia
0
0
0
0
0
severe
-1
1
partially_treated
1
0
0
0
1
0
1
1
0
phc_mhgap
0
none
not_applicable
0
none
50
moderate
12
0
25
17
F
tertiary
student
married
substance_use_disorder
1
0
0
0
0
severe
-1
43
untreated
1
0
1
0
1
0
1
1
0
none
0
none
not_applicable
0
none
75
severe
11
0
26
20
F
tertiary
retired
single
psychosis_schizophrenia
1
0
0
0
0
moderate
-1
7
adequately_treated
0
0
0
0
0
0
0
1
0
phc_mhgap
1
chlorpromazine
good
0
none
35
mild
10
0
27
49
F
primary
unemployed
single
depression
0
0
0
0
0
severe
22
3
partially_treated
1
0
0
0
0
0
1
0
1
phc_mhgap
0
none
not_applicable
0
none
57
moderate
6
0
28
24
F
secondary
unemployed
single
depression
0
1
0
0
0
moderate
10
10
untreated
1
1
1
0
1
0
0
0
0
none
0
none
not_applicable
0
none
50
moderate
14
0
29
25
F
secondary
unemployed
single
epilepsy_with_psychiatric
1
0
0
0
0
mild
-1
1
untreated
1
0
1
1
1
1
0
1
0
none
0
none
not_applicable
0
none
57
moderate
12
0
30
11
F
secondary
student
divorced_separated
ptsd
1
0
0
0
0
severe
16
36
untreated
1
0
0
1
0
0
1
1
0
none
0
none
not_applicable
0
none
56
moderate
13
0
31
52
M
tertiary
informal_sector
single
depression
0
0
0
0
0
mild
9
35
untreated
1
0
0
0
0
1
1
0
0
none
0
none
not_applicable
0
none
39
mild
5
0
32
30
F
primary
informal_sector
married
anxiety_disorder
0
0
0
0
0
moderate
14
21
partially_treated
1
1
1
0
0
0
1
0
0
phc_general
0
none
not_applicable
0
none
26
mild
0
0
33
30
F
tertiary
unemployed
married
substance_use_disorder
0
0
0
0
0
moderate
-1
2
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
1
chlorpromazine
good
0
none
25
mild
0
0
34
63
M
primary
informal_sector
married
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
8
untreated
1
1
0
1
0
1
1
0
0
none
0
none
not_applicable
0
none
51
moderate
8
0
35
28
F
secondary
unemployed
single
psychosis_schizophrenia
0
0
0
0
0
mild
-1
11
partially_treated
1
0
0
0
0
0
1
1
0
phc_general
0
none
not_applicable
1
group_therapy
15
none
0
0
36
37
M
primary
student
married
substance_use_disorder
1
0
0
0
0
moderate
-1
24
partially_treated
1
1
0
1
0
1
1
0
0
phc_general
0
none
not_applicable
0
none
40
moderate
11
0
37
32
F
secondary
unemployed
single
depression
0
0
0
1
0
mild
5
1
untreated
1
0
1
0
0
0
0
1
0
none
0
none
not_applicable
0
none
39
mild
5
0
38
21
F
secondary
student
divorced_separated
depression
0
0
0
1
0
mild
9
8
untreated
1
1
0
1
0
0
0
0
0
none
0
none
not_applicable
0
none
17
none
0
0
39
30
F
primary
employed
married
ptsd
1
0
0
0
0
severe
20
56
untreated
1
0
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
79
severe
14
0
40
24
M
primary
employed
single
substance_use_disorder
0
0
0
0
0
mild
-1
9
untreated
1
0
0
1
0
1
1
1
0
none
0
none
not_applicable
0
none
42
moderate
13
0
41
40
F
primary
retired
divorced_separated
depression
0
0
0
0
0
mild
9
40
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
0
none
not_applicable
0
none
0
none
0
0
42
25
M
primary
informal_sector
married
depression
0
0
0
1
0
severe
23
30
untreated
1
0
1
1
0
1
1
0
0
none
0
none
not_applicable
0
none
62
severe
14
0
43
56
M
secondary
informal_sector
married
substance_use_disorder
0
0
0
0
0
moderate
-1
1
partially_treated
1
0
1
1
0
1
0
0
0
pharmacy_only
0
none
not_applicable
0
none
55
moderate
9
0
44
48
F
tertiary
employed
divorced_separated
depression
1
0
0
1
1
moderate
14
2
adequately_treated
0
0
0
0
0
0
0
1
1
psychologist
0
none
not_applicable
0
none
24
mild
0
0
45
16
M
secondary
student
divorced_separated
anxiety_disorder
0
0
0
0
0
mild
8
24
untreated
1
1
1
1
0
0
0
1
0
none
0
none
not_applicable
0
none
43
moderate
12
0
46
11
M
secondary
student
single
psychosis_schizophrenia
0
0
0
0
0
mild
-1
19
untreated
1
0
0
1
1
1
0
0
0
none
0
none
not_applicable
0
none
42
moderate
7
0
47
30
M
primary
unemployed
single
depression
0
0
0
1
0
mild
6
11
untreated
1
0
0
1
1
1
0
1
0
none
0
none
not_applicable
0
none
34
mild
5
0
48
66
F
primary
retired
married
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
6
untreated
1
0
0
1
0
0
0
0
0
none
0
none
not_applicable
0
none
28
mild
0
0
49
24
M
secondary
informal_sector
married
substance_use_disorder
0
0
0
0
0
moderate
-1
28
untreated
1
1
0
1
1
0
0
1
0
none
0
none
not_applicable
0
none
39
mild
8
0
50
17
F
none
student
divorced_separated
psychosis_schizophrenia
0
1
0
0
0
severe
-1
22
partially_treated
1
1
1
0
0
0
0
0
0
pharmacy_only
1
haloperidol
poor
0
none
34
mild
8
0
51
58
F
primary
unemployed
divorced_separated
depression
0
0
0
1
0
moderate
13
1
partially_treated
1
0
1
1
1
0
1
0
0
pharmacy_only
0
none
not_applicable
1
problem_solving
72
severe
15
0
52
39
M
secondary
retired
widowed
depression
0
0
0
1
0
severe
26
2
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
1
fluoxetine
good
0
none
55
moderate
7
0
53
66
M
tertiary
informal_sector
divorced_separated
childhood_behavioural
0
1
0
0
0
moderate
-1
9
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
0
none
not_applicable
0
none
8
none
0
0
54
19
M
secondary
unemployed
widowed
anxiety_disorder
1
0
0
0
0
severe
16
6
partially_treated
1
0
0
1
1
1
1
1
0
pharmacy_only
0
none
not_applicable
0
none
74
severe
18
0
55
57
M
none
unemployed
married
epilepsy_with_psychiatric
0
0
0
0
0
mild
-1
19
partially_treated
1
0
1
1
0
1
0
1
0
phc_general
0
none
not_applicable
0
none
23
mild
0
0
56
44
F
secondary
informal_sector
married
depression
0
0
0
1
0
moderate
12
31
untreated
1
0
0
0
0
0
0
0
0
none
0
none
not_applicable
0
none
54
moderate
9
0
57
62
F
secondary
informal_sector
single
substance_use_disorder
1
0
0
0
0
moderate
-1
34
partially_treated
1
1
1
0
1
1
1
0
0
pharmacy_only
0
none
not_applicable
0
none
38
mild
5
0
58
42
M
secondary
student
married
bipolar_disorder
0
0
0
0
0
mild
-1
5
untreated
1
1
0
1
1
1
1
0
0
none
0
none
not_applicable
0
none
11
none
0
0
59
26
F
tertiary
informal_sector
married
ptsd
0
0
0
0
0
severe
19
2
untreated
1
0
1
1
0
0
0
1
0
none
0
none
not_applicable
0
none
58
moderate
16
0
60
36
M
secondary
retired
single
anxiety_disorder
1
0
0
0
0
mild
8
5
adequately_treated
0
0
0
0
0
0
0
1
0
psychiatric_clinic
1
diazepam
good
0
none
4
none
0
0
61
29
M
tertiary
unemployed
married
psychosis_schizophrenia
1
0
0
0
0
severe
-1
5
untreated
1
0
0
1
1
0
0
1
0
none
0
none
not_applicable
0
none
76
severe
18
0
62
24
F
tertiary
informal_sector
married
dementia
0
0
0
0
0
mild
-1
18
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
1
diazepam
good
0
none
7
none
0
0
63
53
M
primary
unemployed
single
epilepsy_with_psychiatric
0
0
0
0
0
moderate
-1
1
untreated
1
0
0
1
0
0
0
1
0
none
0
none
not_applicable
0
none
54
moderate
14
0
64
38
M
secondary
retired
married
psychosis_schizophrenia
0
0
0
0
0
severe
-1
12
untreated
1
1
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
85
severe
20
0
65
27
F
tertiary
informal_sector
widowed
dementia
0
0
0
0
0
severe
-1
6
partially_treated
1
0
1
0
0
0
0
0
0
pharmacy_only
1
diazepam
moderate
0
none
56
moderate
8
0
66
39
M
primary
student
single
psychosis_schizophrenia
0
1
0
0
0
severe
-1
28
adequately_treated
0
0
0
0
0
0
1
0
0
psychiatric_clinic
1
chlorpromazine
good
0
none
44
moderate
11
0
67
72
F
tertiary
unemployed
single
dementia
1
1
0
0
0
mild
-1
1
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
0
none
not_applicable
0
none
20
mild
0
0
68
53
M
secondary
employed
divorced_separated
depression
1
0
0
0
0
severe
20
33
untreated
1
0
1
1
0
0
1
0
0
none
0
none
not_applicable
0
none
85
severe
18
0
69
43
F
secondary
informal_sector
single
psychosis_schizophrenia
0
1
0
0
0
severe
-1
11
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
0
none
not_applicable
0
none
53
moderate
10
0
70
32
F
none
informal_sector
married
epilepsy_with_psychiatric
0
0
0
0
0
moderate
-1
3
untreated
1
1
1
1
0
0
1
0
0
none
0
none
not_applicable
0
none
48
moderate
13
0
71
22
M
secondary
retired
widowed
anxiety_disorder
0
0
0
0
0
mild
6
19
adequately_treated
0
0
0
0
0
0
1
0
0
psychologist
0
none
not_applicable
0
none
10
none
0
0
72
25
F
secondary
informal_sector
married
substance_use_disorder
1
0
0
0
0
mild
-1
1
partially_treated
1
1
1
0
0
1
1
1
0
phc_mhgap
1
amitriptyline
good
0
none
30
mild
0
0
73
55
M
secondary
unemployed
married
depression
0
0
1
1
0
moderate
13
3
partially_treated
1
0
0
0
0
0
0
0
0
phc_general
1
imipramine
good
0
none
43
moderate
8
0
74
19
F
primary
employed
divorced_separated
epilepsy_with_psychiatric
1
0
1
0
0
severe
-1
86
untreated
1
0
0
0
0
0
1
0
0
none
0
none
not_applicable
0
none
92
severe
19
0
75
37
F
none
informal_sector
divorced_separated
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
6
untreated
1
0
0
0
1
0
1
0
0
none
0
none
not_applicable
0
none
41
moderate
8
0
76
11
F
secondary
student
single
ptsd
0
0
0
0
0
severe
17
31
partially_treated
1
1
1
0
1
1
1
0
0
phc_general
0
none
not_applicable
0
none
61
severe
13
0
77
31
M
none
unemployed
married
psychosis_schizophrenia
0
0
0
0
0
mild
-1
17
untreated
1
1
1
0
0
1
0
0
0
none
0
none
not_applicable
0
none
39
mild
7
0
78
19
M
secondary
student
single
psychosis_schizophrenia
0
0
0
1
0
mild
-1
34
untreated
1
1
0
0
0
1
0
0
0
none
0
none
not_applicable
0
none
17
none
0
0
79
29
F
primary
informal_sector
widowed
depression
1
1
0
0
0
severe
21
74
untreated
1
1
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
84
severe
14
0
80
32
M
primary
informal_sector
single
bipolar_disorder
0
0
0
0
0
severe
-1
7
untreated
1
0
1
1
0
1
0
1
0
none
0
none
not_applicable
0
none
65
severe
8
0
81
27
M
primary
unemployed
married
depression
1
1
1
0
0
severe
15
62
partially_treated
1
1
0
0
0
0
1
0
0
phc_general
0
none
not_applicable
1
group_therapy
76
severe
9
0
82
15
F
secondary
student
single
depression
0
1
0
0
0
moderate
13
10
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
0
none
not_applicable
0
none
30
mild
0
0
83
30
M
secondary
unemployed
divorced_separated
depression
0
0
0
0
0
mild
5
2
untreated
1
0
0
1
0
1
0
0
1
none
0
none
not_applicable
0
none
23
mild
0
0
84
45
F
primary
informal_sector
single
epilepsy_with_psychiatric
0
0
0
0
0
moderate
-1
2
untreated
1
1
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
64
severe
19
0
85
18
F
primary
employed
divorced_separated
depression
0
1
1
0
0
moderate
12
1
adequately_treated
0
0
0
0
0
0
0
0
1
phc_mhgap
1
fluoxetine
good
1
interpersonal
30
mild
0
0
86
25
M
primary
informal_sector
married
depression
0
0
0
0
0
severe
18
74
adequately_treated
0
0
0
0
0
0
1
0
0
psychologist
0
none
not_applicable
1
problem_solving
45
moderate
14
0
87
24
M
secondary
unemployed
single
ptsd
0
0
0
0
0
severe
22
18
untreated
1
1
0
1
1
0
0
0
0
none
0
none
not_applicable
0
none
78
severe
15
0
88
25
F
primary
informal_sector
divorced_separated
dementia
1
0
0
0
0
moderate
-1
18
untreated
1
0
1
0
1
1
1
1
0
none
0
none
not_applicable
0
none
59
moderate
8
0
89
42
M
tertiary
employed
married
substance_use_disorder
0
0
0
0
0
moderate
-1
3
untreated
1
1
0
1
0
1
0
0
0
none
0
none
not_applicable
0
none
43
moderate
3
0
90
38
M
secondary
informal_sector
married
dementia
1
0
1
0
0
moderate
-1
43
partially_treated
1
0
1
1
0
0
0
0
0
phc_general
1
amitriptyline
good
0
none
65
severe
8
0
91
46
M
none
employed
divorced_separated
dementia
1
0
0
0
0
moderate
-1
17
untreated
1
1
0
0
1
1
1
0
0
none
0
none
not_applicable
0
none
65
severe
16
0
92
49
F
primary
informal_sector
single
depression
0
0
0
0
0
moderate
14
2
untreated
1
0
1
0
1
1
0
1
0
none
0
none
not_applicable
0
none
20
mild
0
0
93
13
F
secondary
student
divorced_separated
substance_use_disorder
0
0
0
0
0
severe
-1
65
partially_treated
1
0
1
0
0
1
1
0
0
phc_general
0
none
not_applicable
1
interpersonal
52
moderate
11
0
94
48
F
secondary
informal_sector
married
depression
1
0
0
0
0
mild
8
21
untreated
1
0
0
0
0
0
1
0
0
none
0
none
not_applicable
0
none
39
mild
3
0
95
29
F
primary
employed
single
bipolar_disorder
0
0
0
1
0
severe
-1
7
untreated
1
0
0
0
0
1
0
0
0
none
0
none
not_applicable
0
none
65
severe
17
0
96
17
F
tertiary
student
married
psychosis_schizophrenia
0
1
0
0
0
severe
-1
10
untreated
1
0
1
1
0
0
0
0
0
none
0
none
not_applicable
0
none
69
severe
17
0
97
37
M
tertiary
informal_sector
divorced_separated
psychosis_schizophrenia
1
0
0
0
0
moderate
-1
6
partially_treated
1
1
0
1
1
1
0
0
0
phc_mhgap
0
none
not_applicable
0
none
62
severe
12
0
98
40
F
secondary
informal_sector
married
psychosis_schizophrenia
1
1
0
0
0
mild
-1
14
partially_treated
1
0
1
0
0
0
1
0
0
phc_general
0
none
not_applicable
1
cbt
37
mild
8
0
99
26
M
primary
retired
widowed
psychosis_schizophrenia
0
0
0
1
1
moderate
-1
10
partially_treated
1
1
0
0
0
0
1
0
0
phc_general
0
none
not_applicable
0
none
44
moderate
10
0
100
43
F
secondary
informal_sector
married
psychosis_schizophrenia
1
0
0
0
0
severe
-1
6
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
0
none
not_applicable
0
none
58
moderate
14
0