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
9,901
44
M
primary
retired
single
depression
0
1
0
0
0
mild
7
65
untreated
1
1
0
0
0
1
0
0
0
none
0
none
not_applicable
0
none
47
moderate
8
0
9,902
17
F
primary
student
married
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
36
untreated
1
0
1
0
1
1
0
1
0
none
0
none
not_applicable
0
none
42
moderate
7
0
9,903
10
F
secondary
student
married
substance_use_disorder
1
0
0
0
0
mild
-1
5
partially_treated
1
1
1
1
1
0
0
0
0
phc_general
0
none
not_applicable
0
none
26
mild
0
0
9,904
10
M
secondary
student
single
anxiety_disorder
0
0
0
0
0
moderate
14
1
partially_treated
1
1
1
1
1
0
0
0
0
phc_mhgap
0
none
not_applicable
0
none
47
moderate
6
0
9,905
36
F
primary
informal_sector
divorced_separated
depression
0
1
0
0
0
severe
19
4
partially_treated
1
1
1
1
0
1
0
0
0
phc_general
1
amitriptyline
poor
0
none
69
severe
16
0
9,906
77
M
tertiary
informal_sector
widowed
depression
0
0
0
0
0
moderate
11
16
untreated
1
0
1
0
0
0
1
0
0
none
0
none
not_applicable
0
none
46
moderate
7
0
9,907
57
F
secondary
employed
single
depression
0
1
1
0
0
moderate
10
13
partially_treated
1
1
0
0
0
0
0
0
0
phc_general
1
amitriptyline
moderate
0
none
57
moderate
7
0
9,908
11
M
primary
student
single
anxiety_disorder
1
0
0
0
0
severe
26
7
untreated
1
0
1
0
1
0
0
0
0
none
0
none
not_applicable
0
none
81
severe
14
0
9,909
32
F
tertiary
employed
single
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
5
partially_treated
1
0
0
0
0
0
1
1
0
phc_mhgap
0
none
not_applicable
0
none
50
moderate
9
0
9,910
57
F
tertiary
employed
divorced_separated
ptsd
0
0
0
0
0
moderate
13
18
untreated
1
0
0
1
0
1
1
0
0
none
0
none
not_applicable
0
none
28
mild
0
0
9,911
63
F
secondary
employed
married
anxiety_disorder
0
0
0
0
0
mild
5
16
partially_treated
1
1
0
1
1
1
0
0
0
phc_mhgap
1
fluoxetine
poor
1
interpersonal
10
none
0
0
9,912
19
M
primary
informal_sector
married
anxiety_disorder
1
0
0
0
0
severe
24
9
partially_treated
1
1
1
0
0
0
0
1
0
phc_general
1
diazepam
moderate
0
none
61
severe
11
0
9,913
34
M
secondary
unemployed
single
depression
1
0
0
0
0
moderate
14
7
partially_treated
1
1
1
0
0
1
1
1
0
phc_general
1
fluoxetine
moderate
0
none
25
mild
0
0
9,914
23
M
primary
employed
married
depression
0
0
0
0
0
mild
8
3
partially_treated
1
1
1
0
0
1
1
0
0
phc_general
0
none
not_applicable
0
none
20
mild
0
0
9,915
24
F
tertiary
employed
married
depression
0
0
0
0
0
mild
5
19
untreated
1
0
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
36
mild
2
0
9,916
14
F
tertiary
student
married
depression
0
0
0
0
0
moderate
11
13
untreated
1
0
1
1
1
1
0
0
0
none
0
none
not_applicable
0
none
53
moderate
5
0
9,917
77
M
tertiary
informal_sector
widowed
dementia
0
0
0
0
0
severe
-1
2
untreated
1
0
1
1
0
0
0
0
0
none
0
none
not_applicable
0
none
60
severe
12
0
9,918
22
M
tertiary
informal_sector
widowed
anxiety_disorder
0
1
0
0
0
mild
8
17
untreated
1
1
1
0
1
1
0
0
0
none
0
none
not_applicable
0
none
26
mild
0
0
9,919
43
M
tertiary
unemployed
married
depression
1
0
0
0
0
moderate
12
6
untreated
1
1
1
0
1
0
0
1
0
none
0
none
not_applicable
0
none
58
moderate
12
0
9,920
28
F
tertiary
unemployed
married
anxiety_disorder
0
0
0
0
0
severe
26
5
untreated
1
0
0
1
1
0
0
0
0
none
0
none
not_applicable
0
none
61
severe
10
0
9,921
14
M
secondary
student
married
depression
1
0
0
0
0
mild
8
2
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
0
none
not_applicable
0
none
37
mild
8
0
9,922
42
F
tertiary
retired
divorced_separated
substance_use_disorder
0
0
0
0
0
mild
-1
68
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
1
diazepam
poor
0
none
0
none
0
0
9,923
61
M
none
student
divorced_separated
psychosis_schizophrenia
0
0
0
0
0
severe
-1
57
untreated
1
0
0
1
0
0
0
0
0
none
0
none
not_applicable
0
none
79
severe
16
0
9,924
31
M
primary
employed
married
epilepsy_with_psychiatric
0
0
0
0
0
severe
-1
12
untreated
1
1
0
1
0
0
1
0
0
none
0
none
not_applicable
0
none
66
severe
10
0
9,925
29
F
tertiary
employed
married
depression
0
0
0
0
0
moderate
10
9
partially_treated
1
1
0
1
0
0
1
1
0
phc_general
1
amitriptyline
good
1
group_therapy
20
mild
0
0
9,926
58
F
secondary
employed
single
depression
0
0
0
0
0
moderate
12
7
partially_treated
1
0
1
1
0
1
0
0
0
pharmacy_only
1
amitriptyline
poor
0
none
30
mild
0
0
9,927
21
M
secondary
unemployed
single
depression
0
0
0
0
0
mild
8
28
untreated
1
0
1
1
0
0
0
0
0
none
0
none
not_applicable
0
none
37
mild
9
0
9,928
22
M
tertiary
informal_sector
divorced_separated
epilepsy_with_psychiatric
1
0
0
0
0
moderate
-1
3
untreated
1
1
1
1
1
1
0
0
0
none
0
none
not_applicable
0
none
59
moderate
15
0
9,929
74
F
secondary
student
married
depression
1
0
0
0
0
severe
27
27
untreated
1
0
1
0
1
0
0
1
0
none
0
none
not_applicable
0
none
78
severe
13
0
9,930
35
M
secondary
informal_sector
married
depression
0
0
0
0
0
moderate
13
2
untreated
1
0
1
1
0
0
0
0
1
none
0
none
not_applicable
0
none
36
mild
9
0
9,931
62
F
secondary
informal_sector
married
bipolar_disorder
1
0
0
0
0
severe
-1
7
untreated
1
1
0
1
0
0
1
0
0
none
0
none
not_applicable
0
none
55
moderate
10
0
9,932
41
M
primary
unemployed
divorced_separated
psychosis_schizophrenia
1
0
0
0
0
severe
-1
20
adequately_treated
0
0
0
0
0
0
1
0
0
psychiatric_clinic
0
none
not_applicable
0
none
60
severe
10
0
9,933
44
F
none
unemployed
single
substance_use_disorder
0
0
0
0
0
moderate
-1
28
untreated
1
1
1
1
0
1
0
0
0
none
0
none
not_applicable
0
none
63
severe
15
0
9,934
37
F
none
informal_sector
divorced_separated
psychosis_schizophrenia
1
0
0
0
0
moderate
-1
17
partially_treated
1
0
0
0
0
0
1
0
0
phc_general
0
none
not_applicable
0
none
39
mild
9
0
9,935
58
M
primary
student
divorced_separated
psychosis_schizophrenia
0
1
0
0
0
moderate
-1
1
partially_treated
1
0
1
1
1
0
1
0
0
phc_general
0
none
not_applicable
0
none
49
moderate
6
0
9,936
48
F
primary
retired
married
depression
0
0
0
0
0
mild
9
43
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
0
none
not_applicable
0
none
6
none
0
0
9,937
50
M
secondary
student
married
depression
1
0
0
0
0
mild
7
11
untreated
1
0
0
0
1
0
0
0
0
none
0
none
not_applicable
0
none
49
moderate
9
0
9,938
53
F
secondary
informal_sector
married
substance_use_disorder
1
0
0
0
0
severe
-1
2
adequately_treated
0
0
0
0
0
0
0
1
0
phc_mhgap
0
none
not_applicable
1
problem_solving
40
moderate
9
0
9,939
79
F
none
employed
divorced_separated
anxiety_disorder
0
0
0
0
0
severe
22
23
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
1
imipramine
moderate
0
none
61
severe
9
0
9,940
26
M
secondary
unemployed
single
depression
1
0
0
0
0
mild
6
5
untreated
1
1
0
1
0
1
1
1
0
none
0
none
not_applicable
0
none
55
moderate
15
0
9,941
66
M
none
unemployed
single
bipolar_disorder
1
0
0
1
0
severe
-1
56
partially_treated
1
0
0
0
0
1
0
0
0
phc_general
1
carbamazepine
moderate
0
none
57
moderate
11
0
9,942
39
F
primary
employed
single
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
23
adequately_treated
0
0
0
0
0
0
1
1
0
phc_mhgap
0
none
not_applicable
0
none
33
mild
8
0
9,943
32
M
secondary
informal_sector
married
depression
0
1
0
1
0
mild
7
34
partially_treated
1
1
1
0
1
0
1
0
0
phc_mhgap
0
none
not_applicable
0
none
5
none
0
0
9,944
27
F
tertiary
informal_sector
married
bipolar_disorder
0
0
0
0
0
moderate
-1
1
untreated
1
0
0
0
0
0
1
1
0
none
0
none
not_applicable
0
none
58
moderate
7
0
9,945
78
F
primary
student
single
psychosis_schizophrenia
1
0
0
0
0
severe
-1
109
untreated
1
0
0
1
0
0
0
0
0
none
0
none
not_applicable
0
none
72
severe
19
0
9,946
69
M
none
informal_sector
single
depression
1
1
0
0
0
moderate
13
7
untreated
1
0
1
1
0
0
0
1
1
none
0
none
not_applicable
0
none
69
severe
15
0
9,947
30
F
secondary
informal_sector
single
epilepsy_with_psychiatric
1
0
0
0
0
moderate
-1
4
partially_treated
1
0
0
1
1
0
0
1
0
phc_general
1
phenobarbital
poor
0
none
57
moderate
14
0
9,948
33
F
none
student
divorced_separated
anxiety_disorder
0
1
0
0
0
severe
24
3
partially_treated
1
0
1
1
0
1
0
1
0
phc_general
0
none
not_applicable
0
none
60
severe
21
0
9,949
11
M
primary
student
single
psychosis_schizophrenia
1
0
0
0
0
moderate
-1
1
partially_treated
1
0
1
1
0
1
0
1
0
phc_mhgap
1
haloperidol
good
0
none
45
moderate
12
0
9,950
50
M
primary
student
widowed
depression
0
0
0
0
0
severe
25
24
partially_treated
1
1
0
0
0
1
0
0
0
pharmacy_only
0
none
not_applicable
0
none
45
moderate
9
0
9,951
29
M
none
unemployed
married
anxiety_disorder
1
0
0
0
0
severe
21
13
partially_treated
1
0
1
1
1
1
0
0
0
phc_general
1
fluoxetine
moderate
0
none
79
severe
19
0
9,952
21
F
primary
unemployed
single
anxiety_disorder
0
0
1
0
0
severe
25
13
untreated
1
1
0
1
0
1
1
0
0
none
0
none
not_applicable
0
none
36
mild
8
0
9,953
28
M
secondary
student
married
ptsd
0
0
0
0
0
moderate
10
43
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
1
amitriptyline
moderate
0
none
21
mild
0
0
9,954
40
F
secondary
employed
married
depression
1
0
0
1
0
moderate
10
10
untreated
1
0
0
1
1
0
1
0
0
none
0
none
not_applicable
0
none
58
moderate
11
0
9,955
49
M
primary
employed
married
depression
0
1
0
0
0
mild
8
9
untreated
1
0
0
1
0
0
1
1
0
none
0
none
not_applicable
0
none
37
mild
6
0
9,956
28
F
tertiary
student
married
substance_use_disorder
1
0
0
0
0
moderate
-1
20
adequately_treated
0
0
0
0
0
0
1
1
0
phc_mhgap
1
diazepam
poor
0
none
27
mild
0
0
9,957
59
F
primary
informal_sector
divorced_separated
depression
0
0
0
0
0
severe
20
38
adequately_treated
0
0
0
0
0
0
1
1
0
phc_mhgap
0
none
not_applicable
0
none
65
severe
15
0
9,958
41
F
tertiary
employed
married
depression
1
0
0
1
0
severe
25
2
partially_treated
1
1
0
0
1
0
1
0
0
pharmacy_only
0
none
not_applicable
0
none
89
severe
20
0
9,959
77
F
tertiary
informal_sector
divorced_separated
depression
0
0
0
1
0
severe
19
1
untreated
1
0
1
1
1
0
0
0
0
none
0
none
not_applicable
0
none
74
severe
13
0
9,960
25
M
secondary
employed
married
psychosis_schizophrenia
0
0
0
0
0
mild
-1
7
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
0
none
not_applicable
0
none
4
none
0
0
9,961
11
F
none
student
single
psychosis_schizophrenia
1
0
0
0
0
moderate
-1
35
untreated
1
0
0
1
1
0
0
0
0
none
0
none
not_applicable
0
none
54
moderate
8
0
9,962
64
M
tertiary
unemployed
widowed
depression
1
0
0
0
0
mild
6
61
untreated
1
0
1
1
0
0
1
1
1
none
0
none
not_applicable
0
none
57
moderate
12
0
9,963
39
M
primary
student
married
psychosis_schizophrenia
0
0
0
0
0
moderate
-1
27
adequately_treated
0
0
0
0
0
0
1
0
0
psychologist
1
fluphenazine_depot
poor
0
none
17
none
0
0
9,964
38
M
tertiary
student
widowed
depression
0
0
0
0
0
moderate
11
27
partially_treated
1
0
0
0
0
0
0
1
0
pharmacy_only
0
none
not_applicable
0
none
28
mild
0
0
9,965
22
F
secondary
unemployed
single
bipolar_disorder
0
0
0
1
0
severe
-1
15
adequately_treated
0
0
0
0
0
0
0
1
0
psychiatric_clinic
0
none
not_applicable
0
none
42
moderate
9
0
9,966
44
M
primary
informal_sector
married
anxiety_disorder
0
0
0
0
0
mild
7
18
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
0
none
not_applicable
1
interpersonal
2
none
0
0
9,967
43
F
none
informal_sector
divorced_separated
ptsd
0
0
0
0
0
severe
19
19
partially_treated
1
1
0
1
0
0
1
1
0
phc_mhgap
0
none
not_applicable
0
none
45
moderate
4
0
9,968
50
F
tertiary
retired
widowed
depression
0
1
0
0
0
mild
5
3
adequately_treated
0
0
0
0
0
0
1
0
0
psychologist
0
none
not_applicable
0
none
1
none
0
0
9,969
33
F
none
student
divorced_separated
depression
0
0
0
0
0
moderate
10
7
untreated
1
1
1
1
0
0
0
0
0
none
0
none
not_applicable
0
none
48
moderate
8
0
9,970
60
M
primary
informal_sector
divorced_separated
childhood_behavioural
1
0
0
0
0
severe
-1
35
partially_treated
1
1
0
0
0
0
1
0
0
phc_general
0
none
not_applicable
0
none
91
severe
18
0
9,971
55
M
secondary
unemployed
widowed
anxiety_disorder
0
1
0
0
0
moderate
14
25
untreated
1
0
0
1
0
1
0
0
0
none
0
none
not_applicable
0
none
69
severe
6
0
9,972
35
M
secondary
unemployed
single
depression
0
1
0
1
0
severe
23
30
untreated
1
1
1
0
1
0
0
1
0
none
0
none
not_applicable
0
none
74
severe
13
0
9,973
36
M
none
retired
single
anxiety_disorder
1
0
0
0
0
mild
5
5
untreated
1
0
0
0
0
0
1
0
0
none
0
none
not_applicable
0
none
48
moderate
14
0
9,974
30
M
secondary
unemployed
divorced_separated
depression
1
0
0
0
0
moderate
10
26
adequately_treated
0
0
0
0
0
0
0
0
0
psychologist
0
none
not_applicable
0
none
18
none
0
0
9,975
69
F
secondary
student
single
depression
0
0
0
1
0
moderate
12
4
untreated
1
0
1
0
0
0
1
1
0
none
0
none
not_applicable
0
none
70
severe
22
0
9,976
79
F
primary
employed
married
dementia
0
1
0
0
0
severe
-1
4
partially_treated
1
1
1
1
1
0
1
1
0
phc_general
0
none
not_applicable
0
none
74
severe
13
0
9,977
40
M
primary
retired
married
ptsd
0
0
0
1
0
mild
6
2
adequately_treated
0
0
0
0
0
0
1
0
0
psychologist
0
none
not_applicable
1
group_therapy
27
mild
0
0
9,978
31
F
secondary
employed
married
anxiety_disorder
0
0
0
0
0
mild
9
7
partially_treated
1
1
0
1
0
0
0
0
1
pharmacy_only
0
none
not_applicable
0
none
0
none
0
0
9,979
21
F
secondary
employed
single
ptsd
0
0
0
0
0
severe
22
49
adequately_treated
0
0
0
0
0
0
1
1
0
psychologist
0
none
not_applicable
1
interpersonal
48
moderate
4
0
9,980
12
F
none
student
divorced_separated
depression
0
0
0
0
0
moderate
14
1
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
1
imipramine
moderate
0
none
7
none
0
0
9,981
76
F
secondary
informal_sector
married
psychosis_schizophrenia
0
0
0
0
0
mild
-1
2
partially_treated
1
1
1
1
1
0
0
0
0
pharmacy_only
0
none
not_applicable
0
none
27
mild
0
0
9,982
25
M
tertiary
informal_sector
married
anxiety_disorder
1
0
0
0
0
moderate
14
34
untreated
1
1
0
0
0
0
0
1
0
none
0
none
not_applicable
0
none
59
moderate
14
0
9,983
33
M
primary
unemployed
single
depression
0
0
0
0
0
moderate
12
25
partially_treated
1
0
0
1
0
1
0
0
0
pharmacy_only
0
none
not_applicable
0
none
38
mild
5
0
9,984
17
F
secondary
student
divorced_separated
anxiety_disorder
1
0
0
0
0
mild
6
32
untreated
1
1
0
1
0
1
0
1
1
none
0
none
not_applicable
0
none
55
moderate
7
0
9,985
79
M
none
retired
married
depression
0
1
0
0
0
severe
20
4
untreated
1
0
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
73
severe
14
0
9,986
39
F
secondary
informal_sector
single
depression
0
0
0
0
0
mild
6
49
partially_treated
1
1
1
1
0
0
0
1
0
phc_general
1
amitriptyline
moderate
0
none
30
mild
0
0
9,987
59
F
tertiary
student
married
ptsd
0
0
0
0
0
mild
6
36
untreated
1
1
0
1
0
0
0
0
0
none
0
none
not_applicable
0
none
17
none
0
0
9,988
20
M
primary
student
divorced_separated
depression
0
0
0
1
1
severe
20
4
partially_treated
1
0
1
0
0
1
0
1
1
phc_mhgap
1
amitriptyline
moderate
0
none
54
moderate
13
0
9,989
28
M
none
informal_sector
married
bipolar_disorder
0
0
0
0
0
moderate
-1
61
untreated
1
0
0
0
1
0
1
0
0
none
0
none
not_applicable
0
none
46
moderate
7
0
9,990
44
F
primary
employed
divorced_separated
ptsd
1
1
0
0
0
moderate
12
5
adequately_treated
0
0
0
0
0
0
0
0
0
psychiatric_clinic
0
none
not_applicable
0
none
19
none
0
0
9,991
29
M
primary
informal_sector
married
anxiety_disorder
0
0
0
0
0
moderate
10
41
untreated
1
0
1
0
0
0
0
0
0
none
0
none
not_applicable
0
none
55
moderate
15
0
9,992
64
F
tertiary
student
divorced_separated
anxiety_disorder
0
0
0
0
0
mild
7
1
adequately_treated
0
0
0
0
0
0
1
0
0
phc_mhgap
1
diazepam
moderate
0
none
0
none
0
0
9,993
19
F
tertiary
informal_sector
widowed
substance_use_disorder
0
0
0
0
0
severe
-1
2
untreated
1
0
0
1
0
1
1
1
0
none
0
none
not_applicable
0
none
82
severe
8
0
9,994
44
F
secondary
informal_sector
single
bipolar_disorder
1
0
1
0
0
severe
-1
37
untreated
1
0
1
0
1
1
1
0
0
none
0
none
not_applicable
0
none
95
severe
14
0
9,995
36
F
tertiary
employed
divorced_separated
substance_use_disorder
1
0
0
0
0
moderate
-1
6
partially_treated
1
0
1
0
0
0
0
0
0
pharmacy_only
0
none
not_applicable
0
none
45
moderate
10
0
9,996
21
F
primary
informal_sector
divorced_separated
ptsd
0
0
0
0
0
moderate
12
5
untreated
1
0
1
0
0
1
0
0
0
none
0
none
not_applicable
0
none
30
mild
0
0
9,997
25
F
secondary
retired
married
depression
0
0
0
0
0
severe
21
2
adequately_treated
0
0
0
0
0
0
0
0
0
phc_mhgap
0
none
not_applicable
0
none
50
moderate
5
0
9,998
21
F
primary
unemployed
single
bipolar_disorder
1
0
0
0
0
moderate
-1
16
partially_treated
1
0
1
0
0
0
0
0
0
phc_general
0
none
not_applicable
0
none
43
moderate
7
0
9,999
24
M
primary
informal_sector
married
ptsd
0
0
1
1
0
mild
5
20
untreated
1
1
0
1
1
0
0
1
0
none
0
none
not_applicable
0
none
21
mild
0
0
10,000
24
F
secondary
informal_sector
married
bipolar_disorder
1
0
0
0
0
moderate
-1
21
untreated
1
1
1
0
0
1
1
0
0
none
0
none
not_applicable
0
none
70
severe
8
0