Datasets:

electricsheepafrica
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amputation-prosthetics

record_id string	scenario string	year int64	setting string	age int64	sex string	cause string	level string	lower_limb int64	stump_complications int64	phantom_pain int64	prosthesis_received int64	prosthetist_seen int64	waiting_time_months int64	prosthesis_type string	appropriate_fit int64	gait_training int64	prosthesis_functional int64	abandoned int64	rehab_received int64	cost_barrier int64	distance_barrier int64	stigma int64	independent_mobility int64	return_to_work int64	community_reintegration int64	quality_of_life string	unmet_need int64
URB-00000	urban_prosthetic_centre	2,022	orthopaedic_hospital	47	female	trauma_RTI	bilateral	1	0	1	0	0	0	none	0	0	0	0	0	0	0	1	0	0	1	poor	1
URB-00001	urban_prosthetic_centre	2,020	private_clinic	24	female	cancer	partial_foot	1	0	1	1	0	4	donated	1	1	1	0	0	1	0	0	0	0	1	poor	0
URB-00002	urban_prosthetic_centre	2,022	orthopaedic_hospital	38	female	trauma_RTI	transtibial	1	0	0	0	0	0	none	0	0	0	0	0	0	1	1	0	0	0	poor	1
URB-00003	urban_prosthetic_centre	2,022	rehab_centre	44	male	diabetes	transtibial	1	0	1	0	1	0	none	0	0	0	0	1	0	0	0	0	0	0	poor	1
URB-00004	urban_prosthetic_centre	2,013	prosthetic_workshop	28	female	diabetes	transtibial	1	0	1	0	1	0	none	0	0	0	0	1	1	1	0	0	0	0	moderate	1
URB-00005	urban_prosthetic_centre	2,024	private_clinic	46	male	trauma_RTI	transtibial	1	0	1	0	1	0	none	0	0	0	0	0	0	0	0	0	0	0	poor	1
URB-00006	urban_prosthetic_centre	2,011	orthopaedic_hospital	38	male	diabetes	transtibial	1	0	0	0	0	0	none	0	0	0	0	1	0	0	0	0	0	0	poor	1
URB-00007	urban_prosthetic_centre	2,024	rehab_centre	2	male	diabetes	transfemoral	1	0	1	0	1	0	none	0	0	0	0	0	1	0	1	0	0	0	poor	1
URB-00008	urban_prosthetic_centre	2,022	prosthetic_workshop	27	male	trauma_RTI	transfemoral	1	0	0	1	0	3	3D_printed	1	0	1	0	0	0	0	0	0	0	1	poor	0
URB-00009	urban_prosthetic_centre	2,020	orthopaedic_hospital	41	female	trauma_RTI	bilateral	1	0	1	1	1	3	donated	1	1	0	0	1	1	0	1	1	0	0	good	0
URB-00010	urban_prosthetic_centre	2,022	rehab_centre	13	male	trauma_RTI	bilateral	1	0	1	0	0	0	none	0	0	0	0	1	0	0	1	0	0	1	poor	1
URB-00011	urban_prosthetic_centre	2,024	rehab_centre	21	female	diabetes	partial_foot	1	0	1	0	1	0	none	0	0	0	0	0	0	0	0	0	0	0	poor	1
URB-00012	urban_prosthetic_centre	2,020	private_clinic	11	male	trauma_RTI	transhumeral	0	1	1	1	0	5	polypropylene	0	0	1	1	1	1	0	0	0	0	1	moderate	0
URB-00013	urban_prosthetic_centre	2,018	private_clinic	23	male	trauma_RTI	transtibial	1	0	0	1	1	18	polypropylene	0	1	0	0	0	0	0	0	0	0	1	moderate	0
URB-00014	urban_prosthetic_centre	2,018	private_clinic	2	male	vascular_disease	transtibial	1	0	1	1	1	12	modular	1	0	1	0	0	1	0	0	0	0	0	moderate	0
URB-00015	urban_prosthetic_centre	2,020	prosthetic_workshop	50	male	conflict_violence	partial_foot	1	0	0	0	1	0	none	0	0	0	0	0	1	0	0	0	0	0	poor	1
URB-00016	urban_prosthetic_centre	2,024	prosthetic_workshop	15	male	vascular_disease	transtibial	1	0	0	0	0	0	none	0	0	0	0	0	1	0	0	0	0	1	moderate	1
URB-00017	urban_prosthetic_centre	2,011	rehab_centre	48	female	conflict_violence	transtibial	1	0	1	1	1	2	donated	1	1	0	0	0	1	1	0	0	0	1	poor	0
URB-00018	urban_prosthetic_centre	2,020	prosthetic_workshop	60	female	trauma_RTI	transfemoral	1	1	1	1	0	9	polypropylene	0	0	1	0	0	0	1	0	0	1	1	good	0
URB-00019	urban_prosthetic_centre	2,022	prosthetic_workshop	28	female	trauma_RTI	transtibial	1	0	0	1	0	1	donated	0	0	0	1	1	0	0	1	0	0	1	good	0
URB-00020	urban_prosthetic_centre	2,021	private_clinic	12	male	vascular_disease	transtibial	1	0	1	1	0	21	traditional	0	0	1	0	0	0	0	1	0	0	0	moderate	0
URB-00021	urban_prosthetic_centre	2,017	prosthetic_workshop	36	male	diabetes	transfemoral	1	0	1	1	0	9	polypropylene	1	0	1	0	0	0	0	0	0	0	0	moderate	0
URB-00022	urban_prosthetic_centre	2,016	orthopaedic_hospital	57	female	congenital	transfemoral	1	0	0	0	0	0	none	0	0	0	0	1	1	1	0	0	0	0	poor	1
URB-00023	urban_prosthetic_centre	2,010	private_clinic	11	male	trauma_RTI	transradial	0	0	1	0	0	0	none	0	0	0	0	1	1	0	1	0	0	0	poor	1
URB-00024	urban_prosthetic_centre	2,012	prosthetic_workshop	49	female	vascular_disease	partial_foot	1	1	1	1	0	14	modular	1	1	0	0	1	1	1	1	0	0	0	moderate	0
URB-00025	urban_prosthetic_centre	2,021	prosthetic_workshop	18	male	diabetes	partial_foot	1	0	0	0	0	0	none	0	0	0	0	0	0	1	0	0	0	1	poor	1
URB-00026	urban_prosthetic_centre	2,023	rehab_centre	22	male	trauma_RTI	transtibial	1	0	1	1	1	19	traditional	0	0	1	0	0	0	0	1	0	0	0	moderate	0
URB-00027	urban_prosthetic_centre	2,020	private_clinic	15	male	conflict_violence	transhumeral	0	0	1	0	0	0	none	0	0	0	0	0	1	0	0	0	0	0	moderate	1
URB-00028	urban_prosthetic_centre	2,019	private_clinic	43	female	trauma_RTI	transfemoral	1	0	1	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	poor	1
URB-00029	urban_prosthetic_centre	2,010	orthopaedic_hospital	25	male	diabetes	partial_foot	1	1	0	0	1	0	none	0	0	0	0	0	1	1	0	0	0	1	moderate	1
URB-00030	urban_prosthetic_centre	2,021	private_clinic	67	male	diabetes	transtibial	1	0	0	0	1	0	none	0	0	0	0	0	1	1	0	0	0	0	good	1
URB-00031	urban_prosthetic_centre	2,017	rehab_centre	54	male	other	partial_foot	1	0	1	1	1	34	3D_printed	0	0	0	0	1	0	0	0	0	0	0	poor	0
URB-00032	urban_prosthetic_centre	2,020	private_clinic	26	female	trauma_RTI	transfemoral	1	0	0	0	1	0	none	0	0	0	0	1	1	1	1	0	0	0	moderate	1
URB-00033	urban_prosthetic_centre	2,010	prosthetic_workshop	34	male	conflict_violence	transtibial	1	0	1	1	1	14	polypropylene	0	0	1	0	1	1	0	1	0	0	0	good	0
URB-00034	urban_prosthetic_centre	2,017	rehab_centre	35	male	trauma_RTI	bilateral	1	0	1	1	0	1	traditional	0	0	1	1	0	0	1	0	0	0	0	poor	0
URB-00035	urban_prosthetic_centre	2,016	private_clinic	48	female	vascular_disease	transtibial	1	0	1	1	1	1	polypropylene	0	0	0	0	1	1	0	0	0	1	1	poor	0
URB-00036	urban_prosthetic_centre	2,019	prosthetic_workshop	38	female	diabetes	transradial	0	0	1	1	0	9	polypropylene	0	0	1	0	0	1	0	0	0	0	0	poor	0
URB-00037	urban_prosthetic_centre	2,017	orthopaedic_hospital	31	female	diabetes	transfemoral	1	0	0	0	1	0	none	0	0	0	0	0	1	1	0	0	0	0	poor	1
URB-00038	urban_prosthetic_centre	2,021	private_clinic	35	male	conflict_violence	transhumeral	0	0	1	0	0	0	none	0	0	0	0	1	1	0	0	0	0	0	poor	1
URB-00039	urban_prosthetic_centre	2,015	rehab_centre	48	male	vascular_disease	bilateral	1	0	1	0	1	0	none	0	0	0	0	1	0	1	1	0	0	0	moderate	1
URB-00040	urban_prosthetic_centre	2,013	prosthetic_workshop	28	male	trauma_RTI	transtibial	1	0	0	0	1	0	none	0	0	0	0	1	0	0	0	0	0	0	good	1
URB-00041	urban_prosthetic_centre	2,012	orthopaedic_hospital	28	male	cancer	transradial	0	0	1	1	0	4	traditional	1	0	1	0	0	1	0	1	0	0	1	good	0
URB-00042	urban_prosthetic_centre	2,023	prosthetic_workshop	41	male	trauma_RTI	transhumeral	0	0	1	1	1	4	donated	0	0	0	0	0	1	1	1	0	0	0	poor	0
URB-00043	urban_prosthetic_centre	2,012	rehab_centre	16	male	trauma_RTI	transtibial	1	1	0	0	0	0	none	0	0	0	0	1	0	0	1	0	0	0	moderate	1
URB-00044	urban_prosthetic_centre	2,010	orthopaedic_hospital	27	male	infection	partial_foot	1	0	0	0	1	0	none	0	0	0	0	0	1	1	0	0	0	0	poor	1
URB-00045	urban_prosthetic_centre	2,016	private_clinic	19	female	diabetes	transradial	0	0	1	1	1	3	donated	1	0	1	0	0	1	0	0	0	0	1	poor	0
URB-00046	urban_prosthetic_centre	2,016	rehab_centre	47	male	congenital	transfemoral	1	1	1	1	1	9	traditional	0	1	1	0	1	1	1	1	0	0	0	good	0
URB-00047	urban_prosthetic_centre	2,018	rehab_centre	29	male	trauma_RTI	transradial	0	0	0	0	1	0	none	0	0	0	0	0	0	0	0	0	0	0	moderate	1
URB-00048	urban_prosthetic_centre	2,018	orthopaedic_hospital	36	male	trauma_RTI	bilateral	1	0	0	0	0	0	none	0	0	0	0	0	1	1	0	0	0	0	poor	1
URB-00049	urban_prosthetic_centre	2,016	prosthetic_workshop	27	female	trauma_RTI	transtibial	1	0	0	1	0	5	modular	0	1	1	0	0	1	1	0	0	0	0	moderate	0
URB-00050	urban_prosthetic_centre	2,012	private_clinic	45	male	vascular_disease	transfemoral	1	0	0	0	1	0	none	0	0	0	0	0	0	1	0	0	0	1	poor	1
URB-00051	urban_prosthetic_centre	2,016	private_clinic	13	female	diabetes	transtibial	1	0	1	1	0	1	polypropylene	0	1	1	0	1	1	1	0	0	0	0	moderate	0
URB-00052	urban_prosthetic_centre	2,022	prosthetic_workshop	32	female	trauma_RTI	partial_foot	1	0	0	0	1	0	none	0	0	0	0	1	1	1	1	0	0	0	poor	1
URB-00053	urban_prosthetic_centre	2,012	rehab_centre	46	male	cancer	bilateral	1	1	1	1	0	10	traditional	0	0	1	0	1	0	0	0	0	0	0	moderate	0
URB-00054	urban_prosthetic_centre	2,019	rehab_centre	45	male	trauma_RTI	partial_foot	1	1	0	0	0	0	none	0	0	0	0	1	1	0	1	0	0	0	poor	1
URB-00055	urban_prosthetic_centre	2,013	prosthetic_workshop	24	male	diabetes	transtibial	1	0	1	1	0	16	polypropylene	1	1	0	0	0	0	0	0	1	0	1	poor	0
URB-00056	urban_prosthetic_centre	2,019	private_clinic	26	female	diabetes	transfemoral	1	1	1	1	1	4	polypropylene	0	0	1	0	0	0	1	0	0	0	0	moderate	0
URB-00057	urban_prosthetic_centre	2,020	rehab_centre	24	male	diabetes	transtibial	1	0	0	1	0	20	polypropylene	0	0	1	0	1	1	1	0	0	0	1	poor	0
URB-00058	urban_prosthetic_centre	2,023	orthopaedic_hospital	47	male	infection	transtibial	1	1	0	1	0	9	3D_printed	0	0	0	0	1	1	0	0	0	0	0	moderate	0
URB-00059	urban_prosthetic_centre	2,017	prosthetic_workshop	47	female	trauma_RTI	transtibial	1	1	0	0	1	0	none	0	0	0	0	0	1	0	1	0	0	0	moderate	1
URB-00060	urban_prosthetic_centre	2,012	prosthetic_workshop	4	male	congenital	transfemoral	1	0	1	0	0	0	none	0	0	0	0	0	1	1	0	0	0	0	poor	1
URB-00061	urban_prosthetic_centre	2,010	rehab_centre	49	female	trauma_RTI	bilateral	1	1	1	1	0	16	traditional	1	0	1	0	1	1	0	0	0	0	0	poor	0
URB-00062	urban_prosthetic_centre	2,012	private_clinic	43	male	cancer	bilateral	1	0	1	0	1	0	none	0	0	0	0	1	1	0	0	0	1	0	moderate	1
URB-00063	urban_prosthetic_centre	2,024	prosthetic_workshop	32	female	other	transtibial	1	0	1	1	0	10	3D_printed	0	1	0	0	1	1	0	0	0	0	0	good	0
URB-00064	urban_prosthetic_centre	2,015	rehab_centre	20	male	trauma_RTI	transhumeral	0	0	0	1	0	6	3D_printed	1	0	0	0	0	1	0	1	0	0	1	poor	0
URB-00065	urban_prosthetic_centre	2,017	private_clinic	25	male	infection	transradial	0	0	0	0	1	0	none	0	0	0	0	0	0	0	0	0	0	0	poor	1
URB-00066	urban_prosthetic_centre	2,021	orthopaedic_hospital	12	female	trauma_RTI	transtibial	1	0	0	1	0	2	polypropylene	1	0	0	0	1	1	1	0	1	0	0	poor	0
URB-00067	urban_prosthetic_centre	2,011	orthopaedic_hospital	40	female	infection	transfemoral	1	1	1	0	1	0	none	0	0	0	0	1	1	1	0	0	0	0	moderate	1
URB-00068	urban_prosthetic_centre	2,021	private_clinic	55	male	cancer	bilateral	1	0	0	0	1	0	none	0	0	0	0	1	1	0	0	0	0	1	moderate	1
URB-00069	urban_prosthetic_centre	2,022	private_clinic	20	female	cancer	transtibial	1	0	1	0	1	0	none	0	0	0	0	0	1	1	1	0	0	0	poor	1
URB-00070	urban_prosthetic_centre	2,022	rehab_centre	23	male	infection	transtibial	1	1	0	1	1	17	polypropylene	1	0	1	0	1	1	0	0	1	1	0	poor	0
URB-00071	urban_prosthetic_centre	2,011	orthopaedic_hospital	9	male	trauma_RTI	transtibial	1	0	1	0	0	0	none	0	0	0	0	0	1	0	0	0	0	0	poor	1
URB-00072	urban_prosthetic_centre	2,021	prosthetic_workshop	55	male	trauma_RTI	transfemoral	1	0	0	0	1	0	none	0	0	0	0	1	0	0	1	0	0	0	good	1
URB-00073	urban_prosthetic_centre	2,012	rehab_centre	47	male	congenital	partial_foot	1	1	1	1	0	29	polypropylene	0	0	0	0	0	0	0	1	0	1	1	moderate	0
URB-00074	urban_prosthetic_centre	2,018	rehab_centre	32	female	congenital	transtibial	1	0	0	0	0	0	none	0	0	0	0	0	0	0	0	0	0	0	poor	1
URB-00075	urban_prosthetic_centre	2,011	orthopaedic_hospital	35	male	infection	transfemoral	1	0	1	1	0	23	donated	1	1	0	0	1	1	1	0	1	0	1	poor	0
URB-00076	urban_prosthetic_centre	2,021	private_clinic	15	male	infection	transtibial	1	0	1	0	0	0	none	0	0	0	0	0	1	0	0	0	0	0	moderate	1
URB-00077	urban_prosthetic_centre	2,023	private_clinic	2	male	trauma_RTI	bilateral	1	0	1	1	1	3	polypropylene	0	1	1	0	0	0	0	0	0	0	0	moderate	0
URB-00078	urban_prosthetic_centre	2,015	orthopaedic_hospital	31	female	trauma_RTI	transtibial	1	0	0	0	0	0	none	0	0	0	0	1	1	0	0	0	0	0	moderate	1
URB-00079	urban_prosthetic_centre	2,019	rehab_centre	71	male	trauma_RTI	transradial	0	0	1	0	1	0	none	0	0	0	0	1	1	0	0	0	0	0	poor	1
URB-00080	urban_prosthetic_centre	2,020	private_clinic	13	male	vascular_disease	transhumeral	0	0	0	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	moderate	1
URB-00081	urban_prosthetic_centre	2,010	orthopaedic_hospital	30	female	trauma_RTI	transfemoral	1	0	0	0	1	0	none	0	0	0	0	0	1	0	1	0	0	0	poor	1
URB-00082	urban_prosthetic_centre	2,023	private_clinic	3	male	trauma_RTI	transtibial	1	0	0	0	0	0	none	0	0	0	0	0	0	1	0	0	0	0	moderate	1
URB-00083	urban_prosthetic_centre	2,017	private_clinic	20	female	infection	transtibial	1	0	0	0	0	0	none	0	0	0	0	0	0	1	0	0	0	0	poor	1
URB-00084	urban_prosthetic_centre	2,017	prosthetic_workshop	35	male	trauma_RTI	transtibial	1	0	0	1	1	15	polypropylene	0	1	0	1	0	0	1	1	0	0	0	good	0
URB-00085	urban_prosthetic_centre	2,013	rehab_centre	25	male	other	transfemoral	1	0	1	1	1	1	traditional	1	0	0	0	0	0	1	0	0	1	1	good	0
URB-00086	urban_prosthetic_centre	2,017	orthopaedic_hospital	27	female	congenital	transtibial	1	1	0	1	0	7	donated	0	0	1	0	0	0	1	0	0	1	0	poor	0
URB-00087	urban_prosthetic_centre	2,017	orthopaedic_hospital	15	female	conflict_violence	transfemoral	1	0	1	0	0	0	none	0	0	0	0	1	0	1	0	0	0	0	moderate	1
URB-00088	urban_prosthetic_centre	2,021	private_clinic	28	male	conflict_violence	transtibial	1	0	1	1	1	22	3D_printed	0	0	0	0	0	1	1	0	0	1	1	good	0
URB-00089	urban_prosthetic_centre	2,017	orthopaedic_hospital	31	male	trauma_RTI	transradial	0	0	0	1	1	15	modular	0	0	1	1	0	1	0	1	0	0	0	good	0
URB-00090	urban_prosthetic_centre	2,019	private_clinic	41	female	vascular_disease	bilateral	1	1	1	1	1	21	polypropylene	1	0	1	0	0	1	1	0	1	0	1	moderate	0
URB-00091	urban_prosthetic_centre	2,024	orthopaedic_hospital	22	male	diabetes	partial_foot	1	0	1	0	0	0	none	0	0	0	0	0	1	1	1	0	0	0	poor	1
URB-00092	urban_prosthetic_centre	2,013	rehab_centre	39	male	diabetes	transhumeral	0	0	1	0	1	0	none	0	0	0	0	0	1	1	0	0	0	0	poor	1
URB-00093	urban_prosthetic_centre	2,012	private_clinic	27	male	conflict_violence	transhumeral	0	1	1	0	1	0	none	0	0	0	0	0	1	0	1	0	1	1	moderate	1
URB-00094	urban_prosthetic_centre	2,014	prosthetic_workshop	25	male	diabetes	transfemoral	1	0	1	1	1	19	donated	0	0	1	0	0	0	0	0	0	0	1	poor	0
URB-00095	urban_prosthetic_centre	2,011	private_clinic	39	male	conflict_violence	transtibial	1	0	0	1	1	5	polypropylene	1	1	1	0	1	1	0	0	1	0	1	moderate	0
URB-00096	urban_prosthetic_centre	2,019	orthopaedic_hospital	52	male	other	partial_foot	1	0	1	1	0	8	polypropylene	0	1	1	0	0	1	0	1	0	0	1	poor	0
URB-00097	urban_prosthetic_centre	2,023	prosthetic_workshop	40	male	conflict_violence	transfemoral	1	0	1	0	0	0	none	0	0	0	0	0	0	1	1	0	0	0	moderate	1
URB-00098	urban_prosthetic_centre	2,016	orthopaedic_hospital	30	male	cancer	transtibial	1	1	1	1	0	1	donated	0	0	1	0	1	1	1	1	0	0	0	moderate	0
URB-00099	urban_prosthetic_centre	2,015	orthopaedic_hospital	32	male	vascular_disease	bilateral	1	0	0	1	1	9	donated	1	1	1	0	0	0	0	0	0	0	0	poor	0

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Amputation & Prosthetics in Sub-Saharan Africa

Abstract

Synthetic dataset modelling amputation causes, prosthetic access, rehabilitation, and functional outcomes across three service tiers in SSA. 40M+ amputees in LMICs; <5% have prosthetic access; SSA has ~0.5 prosthetists per million.

Parameterization Evidence

Parameter	Value	Source	Year
40M+ amputees in LMICs; <5% prosthetic access	Access	WHO	2023
~0.5 prosthetists/orthotists per million in SSA	Workforce	ISPO	2022
Trauma and diabetes leading causes	Causes	Lancet	2022

Validation

Usage

from datasets import load_dataset
ds = load_dataset("electricsheepafrica/amputation-prosthetics", "urban_prosthetic_centre")

References

WHO. Assistive technology and prosthetics. 2023.
ISPO. Prosthetics workforce in LMICs. 2022.

Citation

@dataset{electricsheepafrica_amputation_prosthetics_2025,
  title={Amputation and Prosthetics in Sub-Saharan Africa},
  author={Electric Sheep Africa},
  year={2025},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/electricsheepafrica/amputation-prosthetics}
}

License

CC-BY-4.0

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Size of downloaded dataset files:

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605 kB

Number of rows:

30,000