Datasets:

electricsheepafrica
/

africa-synth-disability-mental-health-psychosocial-seychelles

record_id string	scenario string	year int64	setting string	age int64	sex string	condition string	severity string	duration_years int64	treatment_received int64	medication int64	psychosocial_support int64	psychiatrist_seen int64	traditional_healer_consulted int64	faith_healer_consulted int64	chained_confined int64	abuse_experienced int64	functional_disability string	unable_to_work int64	social_isolation int64	homelessness int64	stigma int64	cost_barrier int64	no_services int64	symptom_improvement int64	community_participation int64	caregiver_burden int64	suicide_attempt int64	treatment_gap int64
URB-00000	urban_mental_health	2,022	general_hospital_MH	42	female	depression	severe	7	1	0	0	0	1	1	0	1	severe	0	0	0	0	0	1	1	1	0	0	0
URB-00001	urban_mental_health	2,024	general_hospital_MH	20	female	depression	mild	1	0	0	0	0	0	1	0	0	severe	1	1	0	0	1	1	0	0	0	0	1
URB-00002	urban_mental_health	2,021	private_practice	25	female	depression	mild	5	0	0	0	0	0	0	0	0	none	0	0	0	1	1	0	0	1	0	0	1
URB-00003	urban_mental_health	2,015	community_MH_centre	26	female	PTSD	moderate	0	1	1	0	1	1	0	0	0	moderate	1	0	0	1	1	1	0	0	1	0	0
URB-00004	urban_mental_health	2,022	private_practice	18	male	depression	severe	0	0	0	0	1	0	0	0	0	moderate	0	0	0	1	1	0	0	0	1	0	1
URB-00005	urban_mental_health	2,013	private_practice	26	male	anxiety	mild	27	0	0	1	0	1	0	0	0	moderate	1	1	0	1	1	1	0	0	0	0	1
URB-00006	urban_mental_health	2,012	community_MH_centre	10	female	psychosis_schizophrenia	severe	12	1	0	1	0	0	0	0	0	moderate	1	0	1	1	0	0	0	0	1	0	0
URB-00007	urban_mental_health	2,015	private_practice	26	male	depression	severe	4	1	1	0	1	0	1	0	0	severe	0	1	0	1	0	1	0	0	1	0	0
URB-00008	urban_mental_health	2,021	private_practice	32	male	other	moderate	3	0	0	0	0	0	1	0	0	moderate	1	1	0	1	0	0	0	0	1	0	1
URB-00009	urban_mental_health	2,022	psychiatric_hospital	48	female	substance_use	mild	9	0	0	0	0	1	0	0	0	severe	1	1	0	1	0	0	0	1	0	0	1
URB-00010	urban_mental_health	2,019	psychiatric_hospital	56	male	depression	severe	1	1	1	1	1	0	0	0	0	moderate	0	0	0	1	1	0	1	0	1	0	0
URB-00011	urban_mental_health	2,022	psychiatric_hospital	38	male	epilepsy	severe	11	0	0	0	0	1	0	0	0	severe	1	1	0	1	1	1	0	0	1	0	1
URB-00012	urban_mental_health	2,015	general_hospital_MH	17	male	other	severe	4	0	0	0	0	0	0	0	0	mild	0	0	0	0	1	0	0	0	1	0	1
URB-00013	urban_mental_health	2,024	psychiatric_hospital	15	female	anxiety	severe	3	0	0	0	1	0	1	0	0	moderate	1	0	0	1	0	0	0	1	1	0	1
URB-00014	urban_mental_health	2,020	general_hospital_MH	24	female	psychosis_schizophrenia	severe	13	0	0	0	1	1	0	0	0	severe	0	0	0	1	0	0	0	1	0	0	1
URB-00015	urban_mental_health	2,020	psychiatric_hospital	54	female	depression	moderate	6	0	0	0	0	0	0	0	1	severe	0	1	0	0	1	0	0	0	1	0	1
URB-00016	urban_mental_health	2,010	psychiatric_hospital	29	female	depression	severe	10	1	1	0	0	1	0	0	0	moderate	0	1	0	1	0	0	1	0	1	0	0
URB-00017	urban_mental_health	2,021	private_practice	12	male	anxiety	mild	21	1	1	0	0	0	0	0	0	severe	1	0	0	0	0	0	0	0	0	0	0
URB-00018	urban_mental_health	2,017	psychiatric_hospital	32	male	psychosis_schizophrenia	moderate	5	0	0	0	0	0	1	0	1	moderate	1	1	0	0	0	0	0	0	1	0	1
URB-00019	urban_mental_health	2,022	community_MH_centre	16	female	psychosis_schizophrenia	moderate	11	0	0	0	0	0	1	0	0	moderate	1	1	0	0	1	1	0	0	1	0	1
URB-00020	urban_mental_health	2,021	psychiatric_hospital	10	female	psychosis_schizophrenia	mild	11	0	0	0	0	0	1	0	0	severe	1	0	0	1	1	0	0	0	0	0	1
URB-00021	urban_mental_health	2,022	private_practice	18	female	other	mild	2	1	0	0	1	0	1	0	0	mild	0	0	0	0	1	1	0	0	0	0	0
URB-00022	urban_mental_health	2,020	community_MH_centre	29	male	psychosis_schizophrenia	moderate	2	0	0	0	0	0	0	0	0	severe	1	0	0	1	1	1	0	0	1	0	1
URB-00023	urban_mental_health	2,015	psychiatric_hospital	29	female	psychosis_schizophrenia	moderate	2	0	0	0	0	0	0	0	0	severe	0	0	0	0	0	0	0	0	1	0	1
URB-00024	urban_mental_health	2,019	community_MH_centre	54	female	psychosis_schizophrenia	severe	4	1	1	0	0	0	0	0	0	severe	0	1	1	1	0	0	0	0	0	0	0
URB-00025	urban_mental_health	2,010	psychiatric_hospital	52	female	depression	moderate	4	0	0	0	0	1	0	0	0	severe	1	0	0	1	1	0	0	1	1	0	1
URB-00026	urban_mental_health	2,022	private_practice	34	male	depression	moderate	16	0	0	0	1	1	1	0	0	none	0	0	0	0	1	1	0	0	1	0	1
URB-00027	urban_mental_health	2,023	psychiatric_hospital	10	female	bipolar	severe	3	0	0	0	0	1	0	0	0	severe	0	0	0	0	0	0	0	0	0	0	1
URB-00028	urban_mental_health	2,020	private_practice	36	male	depression	severe	0	1	1	0	0	1	0	0	0	mild	0	1	1	1	0	1	0	0	1	0	0
URB-00029	urban_mental_health	2,023	general_hospital_MH	47	male	bipolar	severe	3	0	0	1	0	0	1	1	0	severe	1	1	0	0	1	0	0	0	1	0	1
URB-00030	urban_mental_health	2,020	psychiatric_hospital	26	female	psychosis_schizophrenia	severe	10	0	0	0	0	1	0	0	0	moderate	1	1	0	1	1	0	0	0	1	0	1
URB-00031	urban_mental_health	2,023	community_MH_centre	32	male	PTSD	mild	0	1	1	0	1	0	0	0	0	mild	0	1	0	0	1	0	1	0	0	0	0
URB-00032	urban_mental_health	2,023	general_hospital_MH	20	female	psychosis_schizophrenia	severe	1	0	0	0	0	0	1	0	0	moderate	1	0	0	1	0	1	0	0	0	0	1
URB-00033	urban_mental_health	2,013	general_hospital_MH	10	female	psychosis_schizophrenia	moderate	10	0	0	0	1	0	0	0	0	none	0	1	0	0	1	0	0	0	0	0	1
URB-00034	urban_mental_health	2,016	general_hospital_MH	75	female	psychosis_schizophrenia	moderate	17	1	1	1	1	1	0	0	0	none	0	0	0	0	1	1	0	0	1	0	0
URB-00035	urban_mental_health	2,010	general_hospital_MH	42	female	bipolar	mild	4	0	0	0	0	0	0	0	0	none	0	1	0	1	0	1	0	0	0	0	1
URB-00036	urban_mental_health	2,013	general_hospital_MH	27	female	anxiety	severe	2	0	0	0	0	1	0	0	0	severe	1	1	0	1	1	1	0	0	0	0	1
URB-00037	urban_mental_health	2,015	community_MH_centre	51	male	depression	severe	12	0	0	0	0	0	0	0	0	mild	0	0	0	1	0	1	0	1	1	0	1
URB-00038	urban_mental_health	2,015	community_MH_centre	48	male	anxiety	mild	7	1	0	1	0	0	0	0	0	mild	0	0	0	1	0	1	1	1	0	0	0
URB-00039	urban_mental_health	2,017	psychiatric_hospital	28	female	psychosis_schizophrenia	severe	2	0	0	0	0	1	0	0	0	moderate	0	1	0	0	0	0	0	0	0	0	1
URB-00040	urban_mental_health	2,016	private_practice	30	female	PTSD	moderate	12	0	0	0	0	1	1	0	1	moderate	0	0	0	1	1	1	0	0	1	0	1
URB-00041	urban_mental_health	2,012	general_hospital_MH	27	male	PTSD	severe	2	0	0	0	0	1	0	0	0	severe	1	0	0	0	0	1	0	0	1	0	1
URB-00042	urban_mental_health	2,018	community_MH_centre	21	male	other	severe	5	0	0	0	0	1	0	0	0	moderate	1	1	0	1	0	0	0	1	1	0	1
URB-00043	urban_mental_health	2,022	private_practice	30	female	depression	moderate	2	0	0	0	0	1	1	0	0	mild	0	0	0	0	1	0	0	0	0	0	1
URB-00044	urban_mental_health	2,020	community_MH_centre	22	female	bipolar	mild	1	0	0	1	0	1	0	0	0	severe	1	1	0	0	0	0	0	0	0	0	1
URB-00045	urban_mental_health	2,011	psychiatric_hospital	36	male	depression	mild	1	1	0	0	1	0	0	0	0	none	0	1	0	0	1	0	0	0	0	0	0
URB-00046	urban_mental_health	2,013	psychiatric_hospital	32	male	depression	mild	1	0	0	0	1	0	0	0	0	severe	0	0	0	1	1	0	0	0	0	0	1
URB-00047	urban_mental_health	2,019	private_practice	57	male	depression	moderate	2	0	0	0	0	0	0	0	0	moderate	1	0	0	0	1	1	0	0	0	0	1
URB-00048	urban_mental_health	2,023	general_hospital_MH	46	female	depression	mild	3	0	0	0	1	1	0	0	0	mild	0	0	0	1	1	1	0	0	0	0	1
URB-00049	urban_mental_health	2,013	private_practice	22	male	depression	mild	8	0	0	0	0	0	0	0	1	moderate	1	0	0	0	0	1	0	0	0	0	1
URB-00050	urban_mental_health	2,024	general_hospital_MH	36	female	depression	moderate	1	0	0	0	0	1	0	0	0	severe	0	1	0	1	1	0	0	0	0	0	1
URB-00051	urban_mental_health	2,015	general_hospital_MH	56	male	PTSD	moderate	1	0	0	0	0	0	0	0	0	none	0	0	0	1	0	0	0	1	0	0	1
URB-00052	urban_mental_health	2,010	private_practice	10	female	bipolar	mild	0	0	0	0	0	1	1	0	0	moderate	0	0	0	0	0	1	0	0	0	0	1
URB-00053	urban_mental_health	2,011	private_practice	42	female	other	moderate	2	0	0	1	0	0	1	0	0	severe	1	0	0	1	0	1	0	0	0	0	1
URB-00054	urban_mental_health	2,010	general_hospital_MH	36	male	depression	mild	2	0	0	0	0	0	1	0	0	severe	0	0	0	1	1	0	0	0	0	0	1
URB-00055	urban_mental_health	2,021	general_hospital_MH	30	male	other	severe	1	0	0	0	0	0	0	0	0	moderate	1	0	0	1	0	1	0	0	0	0	1
URB-00056	urban_mental_health	2,024	private_practice	10	male	substance_use	moderate	2	0	0	0	0	1	0	0	0	moderate	1	1	0	0	1	0	0	1	1	0	1
URB-00057	urban_mental_health	2,013	private_practice	40	female	other	severe	2	1	1	0	0	0	1	0	0	severe	0	1	0	1	0	1	0	0	1	0	0
URB-00058	urban_mental_health	2,020	community_MH_centre	43	male	PTSD	mild	17	1	0	0	0	1	0	0	0	none	0	0	0	1	0	1	0	0	0	0	0
URB-00059	urban_mental_health	2,011	private_practice	30	female	psychosis_schizophrenia	moderate	8	0	0	0	0	0	0	0	0	severe	0	0	0	1	1	0	0	0	0	0	1
URB-00060	urban_mental_health	2,021	private_practice	29	male	other	mild	1	0	0	0	0	0	1	0	0	moderate	1	1	0	1	1	0	0	1	0	0	1
URB-00061	urban_mental_health	2,018	private_practice	15	female	psychosis_schizophrenia	severe	2	1	0	0	0	1	1	0	0	mild	0	0	0	0	0	0	0	0	0	0	0
URB-00062	urban_mental_health	2,017	psychiatric_hospital	29	female	bipolar	moderate	4	0	0	1	0	0	0	0	0	severe	0	1	0	1	1	0	0	0	0	0	1
URB-00063	urban_mental_health	2,013	psychiatric_hospital	21	female	psychosis_schizophrenia	severe	4	1	0	0	1	0	1	0	0	moderate	1	1	0	1	0	1	0	0	1	0	0
URB-00064	urban_mental_health	2,013	community_MH_centre	39	male	psychosis_schizophrenia	severe	4	1	0	0	0	0	0	0	0	severe	0	1	0	1	1	1	0	0	1	0	0
URB-00065	urban_mental_health	2,014	general_hospital_MH	33	female	psychosis_schizophrenia	mild	24	1	1	0	0	0	0	0	0	none	0	0	0	1	0	0	0	0	0	0	0
URB-00066	urban_mental_health	2,021	general_hospital_MH	32	female	substance_use	severe	9	1	1	0	0	0	0	0	0	moderate	0	1	0	0	0	0	0	0	0	0	0
URB-00067	urban_mental_health	2,011	general_hospital_MH	32	male	substance_use	moderate	4	0	0	0	0	0	0	0	0	none	0	1	0	0	0	0	0	0	0	0	1
URB-00068	urban_mental_health	2,010	general_hospital_MH	44	male	substance_use	moderate	3	0	0	0	0	0	1	0	0	none	0	0	0	0	0	0	0	0	1	0	1
URB-00069	urban_mental_health	2,020	psychiatric_hospital	29	female	psychosis_schizophrenia	moderate	1	0	0	0	0	1	1	0	1	mild	0	1	0	0	1	1	0	0	0	0	1
URB-00070	urban_mental_health	2,020	private_practice	31	female	PTSD	moderate	1	1	0	0	0	1	0	0	0	none	0	0	0	1	1	0	1	0	1	0	0
URB-00071	urban_mental_health	2,020	community_MH_centre	17	male	PTSD	severe	14	0	0	0	1	1	0	0	0	mild	0	0	0	1	1	0	0	0	1	0	1
URB-00072	urban_mental_health	2,021	psychiatric_hospital	33	female	other	moderate	4	0	0	0	0	1	1	0	0	severe	0	1	0	0	1	0	0	0	1	0	1
URB-00073	urban_mental_health	2,020	general_hospital_MH	33	male	epilepsy	moderate	3	0	0	0	0	1	1	0	0	severe	0	0	0	0	0	0	0	0	0	0	1
URB-00074	urban_mental_health	2,015	general_hospital_MH	53	female	epilepsy	severe	2	0	0	0	0	0	0	0	0	mild	0	1	0	0	1	1	0	0	1	0	1
URB-00075	urban_mental_health	2,015	psychiatric_hospital	35	male	depression	mild	6	0	0	0	0	1	0	0	1	severe	0	1	0	1	0	0	0	0	0	0	1
URB-00076	urban_mental_health	2,021	community_MH_centre	17	female	psychosis_schizophrenia	moderate	2	1	1	1	0	0	0	0	0	severe	1	0	0	0	1	1	0	0	1	0	0
URB-00077	urban_mental_health	2,022	private_practice	46	female	depression	severe	24	0	0	0	0	0	0	0	1	severe	0	0	0	1	0	1	0	0	1	0	1
URB-00078	urban_mental_health	2,015	private_practice	17	male	depression	mild	3	0	0	0	0	1	0	0	0	moderate	0	1	0	0	0	1	0	0	0	0	1
URB-00079	urban_mental_health	2,011	general_hospital_MH	32	male	psychosis_schizophrenia	severe	2	0	0	0	0	1	0	0	0	mild	0	0	0	1	1	1	0	0	1	0	1
URB-00080	urban_mental_health	2,019	general_hospital_MH	42	male	depression	mild	6	0	0	0	0	0	1	0	0	mild	0	0	0	1	0	0	0	0	0	0	1
URB-00081	urban_mental_health	2,015	private_practice	30	female	other	mild	1	1	1	1	0	1	0	0	0	moderate	1	1	0	0	1	0	0	0	0	0	0
URB-00082	urban_mental_health	2,018	private_practice	33	female	epilepsy	moderate	0	0	0	0	0	1	1	0	1	moderate	1	0	0	1	0	1	0	0	0	0	1
URB-00083	urban_mental_health	2,017	general_hospital_MH	18	female	depression	severe	2	0	0	1	0	0	1	0	0	severe	0	0	0	1	1	0	0	0	0	1	1
URB-00084	urban_mental_health	2,024	general_hospital_MH	27	male	depression	moderate	0	1	1	0	0	1	1	0	0	severe	0	0	0	1	1	0	0	0	1	0	0
URB-00085	urban_mental_health	2,022	general_hospital_MH	20	male	other	severe	0	1	0	0	0	1	0	0	0	moderate	1	0	0	1	1	0	1	0	1	0	0
URB-00086	urban_mental_health	2,016	community_MH_centre	37	female	psychosis_schizophrenia	severe	5	0	0	1	0	1	0	0	0	severe	1	0	1	0	0	1	0	0	0	0	1
URB-00087	urban_mental_health	2,012	private_practice	35	male	psychosis_schizophrenia	moderate	0	1	1	0	0	0	1	0	1	severe	0	1	0	1	1	1	0	0	0	0	0
URB-00088	urban_mental_health	2,011	psychiatric_hospital	26	male	PTSD	mild	11	0	0	1	0	1	0	0	0	none	0	1	0	1	1	1	0	0	0	0	1
URB-00089	urban_mental_health	2,015	community_MH_centre	29	male	anxiety	severe	12	0	0	1	0	0	0	0	0	none	0	0	0	1	0	0	0	0	0	0	1
URB-00090	urban_mental_health	2,023	private_practice	35	female	depression	severe	1	1	1	0	1	0	1	0	0	severe	0	1	1	0	1	1	0	0	1	0	0
URB-00091	urban_mental_health	2,017	general_hospital_MH	36	male	anxiety	severe	8	1	1	0	0	0	1	0	1	mild	0	0	0	0	1	0	0	0	1	0	0
URB-00092	urban_mental_health	2,021	private_practice	63	female	depression	mild	0	0	0	0	1	0	0	0	1	none	0	1	0	0	1	0	0	0	0	0	1
URB-00093	urban_mental_health	2,018	private_practice	35	female	depression	moderate	12	0	0	0	0	1	0	0	0	mild	0	1	0	1	1	1	0	0	1	0	1
URB-00094	urban_mental_health	2,023	psychiatric_hospital	35	male	depression	severe	17	0	0	1	0	0	0	0	1	moderate	0	1	0	0	0	0	0	0	0	0	1
URB-00095	urban_mental_health	2,019	general_hospital_MH	48	female	PTSD	severe	4	0	0	1	0	0	1	0	0	mild	0	1	0	0	0	1	0	0	0	0	1
URB-00096	urban_mental_health	2,021	community_MH_centre	24	female	other	moderate	1	0	0	0	1	1	0	0	0	moderate	1	0	0	0	0	0	0	0	0	0	1
URB-00097	urban_mental_health	2,020	community_MH_centre	19	male	psychosis_schizophrenia	moderate	11	1	0	0	0	0	1	0	0	severe	0	0	0	1	1	1	1	0	1	0	0
URB-00098	urban_mental_health	2,014	psychiatric_hospital	46	female	psychosis_schizophrenia	severe	3	0	0	0	0	1	0	0	0	moderate	1	0	1	0	0	0	0	1	0	0	1
URB-00099	urban_mental_health	2,024	community_MH_centre	33	female	psychosis_schizophrenia	mild	2	0	0	1	0	0	1	0	0	moderate	1	0	0	0	1	0	0	0	0	0	1

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⚠️ Synthetic dataset — Parameterized from published SSA literature, not real observations. Not suitable for empirical analysis or policy inference.

Mental Health & Psychosocial Disability in Sub-Saharan Africa

Abstract

Synthetic dataset modelling mental health conditions, treatment access, human rights issues, and psychosocial disability across three service tiers in SSA. Treatment gap 76-85%; <0.1 psychiatrists per 100K; mental health budget <1% of health budget.

Parameterization Evidence

Parameter	Value	Source	Year
Treatment gap 76-85% in SSA	Access	WHO MH Atlas	2020
<0.1 psychiatrists per 100K	Workforce	WHO MH Atlas	2020
1 in 4 affected; depression, psychosis most common	Burden	Lancet Commission	2022

Validation

Usage

from datasets import load_dataset
ds = load_dataset("electricsheepafrica/mental-health-psychosocial-disability", "urban_mental_health")

References

WHO. Mental Health Atlas. 2020.
Lancet Commission on Global Mental Health. 2022.

Citation

@dataset{electricsheepafrica_mental_health_psychosocial_disability_2025,
  title={Mental Health and Psychosocial Disability in Sub-Saharan Africa},
  author={Electric Sheep Africa},
  year={2025},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/electricsheepafrica/mental-health-psychosocial-disability}
}

License

CC-BY-4.0

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