Datasets:

electricsheepafrica
/

africa-road-traffic-injuries

country string	road_type string	vehicle_type string	collision_type string	speed_kmh int64	helmet_use string	seatbelt_use string	alcohol_involvement string	time_of_day string	weather string	road_condition string	lighting string	passenger_count int64	vehicle_age_years int64	vehicle_roadworthiness int64	driver_license_valid int64	driver_age int64	driver_gender string	driver_experience_years int64	injury_severity string	body_region string	multiple_injuries int64	hospitalisation_required int64	surgery_required int64	disability_risk int64	pre_hospital_time_minutes int64	facility_distance_km int64	ambulance_available int64	label int64	protective_equipment_score float64	speed_vehicle_risk float64	driver_risk_score float64	road_environment_risk float64	injury_severity_score float64	healthcare_access_burden float64	high_risk_rti float64
Mozambique	Urban-road	Car	Rollover	47	Worn	Worn	None	Night	Clear	Dry	No-lights	0	5	1	1	27	Female	25	Minor	Chest	0	0	0	0	26	20	1	0	0	6.2	0	5	1	5.3	0
Rwanda	Rural-road	Bus	Vehicle-motorcycle	107	Damaged	Not-worn	Moderate	Dawn-dusk	Fog	Potholed	Vehicle-lights	3	15	1	1	33	Male	1	Critical	Spine	0	1	0	0	56	55	0	1	7	15.2	10	11	9	18.8	1
Kenya	Urban-road	Car	Vehicle-pedestrian	92	Worn	Not-worn	None	Evening	Storm	Potholed	No-lights	1	7	0	1	51	Male	24	Minor	Multiple	1	0	1	1	180	96	0	1	5	15.3	0	15	1	33.2	1
Cameroon	School-zone	Motorcycle	Single-vehicle	111	Not-worn	Not-worn	None	Night	Rain	Wet	No-lights	4	13	0	1	63	Male	6	Severe	Extremities	1	1	1	1	156	69	0	1	10	19	0	9	6	26.6	1
Malawi	School-zone	Truck	Single-vehicle	91	Not-worn	Not-worn	Moderate	Afternoon	Storm	Dry	Vehicle-lights	1	11	0	0	39	Male	15	Severe	Spine	0	1	0	1	166	69	1	1	10	16.4	11	8	6	22.1	1
Tanzania	Rural-road	Car	Rollover	26	Worn	Worn	None	Night	Clear	Dry	Vehicle-lights	1	5	1	1	28	Male	26	Minor	Head	0	0	0	0	27	5	1	0	0	4.1	0	3	1	2.35	0
Nigeria	Rural-road	Motorcycle	Other	61	Not-worn	None	Moderate	Dawn-dusk	Storm	Dry	Street-lights	4	13	1	1	25	Female	2	Critical	Spine	0	1	0	0	44	71	1	1	10	10	6	6	9	16.4	1
Senegal	School-zone	Bicycle	Other	53	Worn	Worn	None	Evening	Clear	Dry	Vehicle-lights	2	3	1	1	34	Female	6	Minor	Abdomen	0	0	0	0	29	17	1	0	0	6.2	0	3	1	4.85	0
Senegal	Rural-road	Pedestrian	Rollover	60	Worn	Worn	None	Dawn-dusk	Clear	Dry	Vehicle-lights	0	4	1	1	31	Female	18	Minor	Extremities	0	0	0	0	10	12	1	0	0	7.2	0	3	1	2.9	0
Nigeria	Urban-road	Motorcycle	Rollover	45	Worn	Not-worn	Moderate	Night	Rain	Potholed	No-lights	1	20	1	0	52	Female	1	Minor	Head	1	1	1	1	49	56	1	1	5	10.5	15	12	1	13.65	1
Uganda	School-zone	Car	Hit-object	45	Worn	Not-worn	Moderate	Afternoon	Storm	Dry	Vehicle-lights	4	21	0	1	45	Male	26	Critical	Spine	0	1	1	0	96	91	1	1	5	14.8	6	8	9	23	1
Burkina Faso	Rural-road	Motorcycle	Hit-object	35	Not-worn	Not-worn	None	Dawn-dusk	Clear	Dry	No-lights	0	8	1	1	28	Female	13	Minor	Chest	0	0	0	0	10	14	1	0	10	5.9	0	5	1	3.3	0
Niger	Rural-road	Motorcycle	Vehicle-vehicle	27	Not-worn	Worn	None	Night	Clear	Dry	Daylight	2	8	1	1	30	Male	26	Minor	Chest	0	0	0	0	14	9	1	0	5	5.1	0	0	1	2.5	0
Burkina Faso	School-zone	Bus	Vehicle-pedestrian	47	Worn	Worn	None	Afternoon	Clear	Dry	No-lights	0	10	1	1	48	Female	26	Minor	Chest	0	0	0	0	11	14	1	0	0	7.7	0	5	1	3.35	0
Mozambique	Unpaved	Bicycle	Hit-object	103	Not-worn	Not-worn	None	Dawn-dusk	Clear	Potholed	Street-lights	4	5	0	1	34	Male	28	Severe	Chest	1	1	0	0	112	34	0	1	10	15.8	0	6	6	17.4	1
Mali	School-zone	Motorcycle	Vehicle-motorcycle	34	Worn	Worn	None	Afternoon	Clear	Dry	Vehicle-lights	0	7	1	1	40	Male	25	Minor	Head	0	0	0	0	28	11	1	0	0	5.5	0	3	1	3.6	0
Uganda	Unpaved	Car	Rollover	53	Not-worn	None	None	Morning	Dust	Dry	No-lights	4	9	0	1	48	Female	8	Moderate	Multiple	1	1	0	0	121	22	0	1	10	12	0	8	3	15.45	0
Uganda	Highway	Motorcycle	Rollover	26	Worn	Worn	None	Morning	Clear	Dry	No-lights	2	10	1	1	33	Male	19	Minor	Multiple	0	0	0	0	29	1	1	0	0	5.6	0	5	1	1.65	0
DRC	Unpaved	Bus	Vehicle-vehicle	51	Worn	Not-worn	None	Night	Clear	Dry	No-lights	0	10	1	1	28	Male	23	Minor	Head	0	0	0	0	13	8	1	0	5	8.1	0	5	1	2.25	0
Malawi	Unpaved	Bicycle	Vehicle-motorcycle	26	Worn	Worn	None	Morning	Clear	Dry	Daylight	2	3	1	1	47	Female	13	Minor	Head	0	0	0	0	13	5	1	0	0	3.5	0	0	1	1.65	0
South Sudan	Urban-road	Motorcycle	Hit-object	39	Worn	Defective	None	Night	Clear	Dry	Daylight	2	10	1	1	43	Female	7	Minor	Head	0	0	0	0	26	4	1	0	2	6.9	0	0	1	2.1	0
Zimbabwe	Highway	Motorcycle	Vehicle-motorcycle	71	Not-worn	Not-worn	Severe	Morning	Clear	Wet	Street-lights	0	7	0	0	44	Male	20	Fatal	Chest	0	1	1	1	147	5	1	1	10	13.2	11	3	10	8.35	1
Madagascar	Market-area	Car	Rollover	69	Not-worn	Defective	None	Morning	Storm	Dry	Vehicle-lights	1	18	1	1	21	Male	11	Severe	Chest	0	1	0	1	143	99	1	1	7	12.3	3	8	6	26.95	1
DRC	Urban-road	Bus	Single-vehicle	60	Worn	Worn	None	Evening	Clear	Dry	No-lights	2	5	1	1	28	Female	9	Minor	Head	0	0	0	0	16	4	1	0	0	7.5	0	5	1	1.6	0
Malawi	Unpaved	Car	Single-vehicle	57	None	Not-worn	None	Afternoon	Dust	Muddy	No-lights	0	10	0	0	40	Male	10	Severe	Head	1	0	1	1	45	92	0	1	10	12.7	5	12	6	25.65	1
DRC	School-zone	Bus	Single-vehicle	23	Worn	Defective	None	Evening	Clear	Dry	No-lights	0	7	1	1	44	Male	14	Minor	Extremities	0	0	0	0	22	3	0	0	2	4.4	0	5	1	6.7	0
Tanzania	School-zone	Bus	Vehicle-vehicle	92	None	Not-worn	None	Afternoon	Rain	Wet	Daylight	4	12	0	1	26	Male	28	Fatal	Extremities	1	1	0	1	91	64	0	1	10	16.8	0	4	10	22.35	1
Senegal	Highway	Bus	Vehicle-pedestrian	32	Worn	Not-worn	None	Morning	Clear	Dry	No-lights	2	7	1	1	30	Female	20	Minor	Chest	0	0	0	0	12	13	1	0	5	5.3	0	5	1	3.2	0
Kenya	Highway	Truck	Vehicle-vehicle	45	Not-worn	Worn	None	Morning	Clear	Dry	No-lights	1	7	1	1	52	Male	26	Minor	Spine	0	0	0	0	27	7	1	0	5	6.6	0	5	1	2.75	0
Mozambique	Rural-road	Car	Single-vehicle	51	Worn	Worn	None	Dawn-dusk	Clear	Dry	Street-lights	2	7	1	1	34	Female	21	Minor	Multiple	0	0	0	0	30	17	1	0	0	7.2	0	1	1	4.9	0
Madagascar	Unpaved	Truck	Vehicle-pedestrian	48	Not-worn	Not-worn	Moderate	Afternoon	Dust	Wet	No-lights	4	24	0	1	54	Male	28	Moderate	Head	0	1	1	0	165	51	0	1	10	16	6	10	3	23.45	1
Niger	Highway	Bus	Single-vehicle	105	Not-worn	Not-worn	Severe	Dawn-dusk	Fog	Muddy	Street-lights	2	21	0	0	48	Female	16	Moderate	Abdomen	1	0	1	0	178	85	0	1	10	20.8	11	8	3	30.9	1
Senegal	Urban-road	Pedestrian	Vehicle-pedestrian	46	None	Worn	Moderate	Afternoon	Clear	Dry	Daylight	3	22	0	1	25	Male	21	Critical	Multiple	0	1	0	0	33	96	0	1	5	15.2	6	0	9	25.85	1
Ethiopia	School-zone	Bus	Rollover	51	Not-worn	None	None	Evening	Clear	Potholed	Street-lights	3	23	0	1	39	Male	12	Severe	Multiple	1	1	0	1	178	14	1	1	10	16	0	6	6	11.7	1
Kenya	Unpaved	Pedestrian	Rollover	57	Worn	Worn	None	Evening	Clear	Dry	No-lights	2	10	1	1	54	Male	23	Minor	Multiple	0	0	0	0	29	18	0	0	0	8.7	0	5	1	10.05	0
Mozambique	School-zone	Motorcycle	Vehicle-pedestrian	119	Not-worn	Not-worn	None	Night	Clear	Wet	Vehicle-lights	2	12	0	1	56	Male	20	Critical	Extremities	0	1	0	0	111	66	0	1	10	19.5	0	5	9	23.75	1
Ethiopia	Highway	Bicycle	Vehicle-pedestrian	44	Worn	Not-worn	None	Dawn-dusk	Clear	Dry	Vehicle-lights	1	4	1	1	42	Male	11	Minor	Chest	0	0	0	0	17	10	1	0	5	5.6	0	3	1	2.85	0
Nigeria	Market-area	Bus	Vehicle-motorcycle	94	Not-worn	Not-worn	Severe	Dawn-dusk	Fog	Wet	Vehicle-lights	2	18	0	1	58	Male	19	Moderate	Multiple	0	1	0	0	54	21	1	1	10	18.8	6	8	3	6.9	1
Rwanda	School-zone	Motorcycle	Vehicle-motorcycle	95	Not-worn	Defective	Unknown	Dawn-dusk	Clear	Potholed	Vehicle-lights	2	10	0	1	21	Female	28	Minor	Abdomen	1	1	0	1	101	6	0	1	7	16.5	9	8	1	11.25	1
Niger	Urban-road	Bus	Vehicle-motorcycle	31	Not-worn	Worn	None	Afternoon	Clear	Dry	Daylight	0	6	1	1	29	Male	12	Minor	Spine	0	0	0	0	26	5	1	0	5	4.9	0	0	1	2.3	0
Senegal	School-zone	Motorcycle	Vehicle-motorcycle	52	Worn	Not-worn	None	Dawn-dusk	Clear	Dry	No-lights	2	10	1	1	31	Female	24	Minor	Extremities	0	0	0	0	21	15	1	0	5	8.2	0	5	1	4.05	0
Uganda	Market-area	Truck	Other	106	Not-worn	None	Moderate	Evening	Storm	Under-construction	No-lights	4	24	0	0	26	Male	15	Moderate	Abdomen	1	1	0	0	162	99	0	1	10	21.8	11	16	3	32.9	1
Nigeria	Rural-road	Motorcycle	Hit-object	56	Worn	None	None	Evening	Clear	Dry	Vehicle-lights	2	4	1	1	47	Female	27	Minor	Multiple	0	0	0	0	22	11	0	0	5	6.8	0	3	1	8.3	0
Malawi	Urban-road	Motorcycle	Vehicle-pedestrian	46	Not-worn	None	Moderate	Morning	Fog	Under-construction	No-lights	3	18	1	1	60	Female	2	Moderate	Spine	1	1	0	1	96	17	0	1	10	10	6	14	3	13.2	0
Niger	Rural-road	Car	Single-vehicle	55	None	Worn	None	Afternoon	Clear	Dry	No-lights	1	7	1	1	38	Male	19	Minor	Extremities	0	0	0	0	15	2	1	0	5	7.6	0	5	1	1.15	0
DRC	Unpaved	Car	Vehicle-vehicle	109	None	None	Unknown	Afternoon	Rain	Wet	No-lights	0	16	0	1	55	Female	0	Moderate	Spine	1	1	1	0	56	64	1	1	10	19.7	10	9	3	15.6	1
South Sudan	School-zone	Truck	Single-vehicle	87	Damaged	Defective	Severe	Dawn-dusk	Clear	Dry	No-lights	4	20	0	1	36	Female	14	Severe	Chest	0	1	0	1	68	44	0	1	4	18.7	6	5	6	17.2	1
Tanzania	Urban-road	Bicycle	Single-vehicle	54	None	None	None	Morning	Dust	Potholed	No-lights	4	22	0	1	41	Male	7	Severe	Chest	1	1	0	0	102	10	0	1	10	16	0	13	6	12.1	1
Mali	Urban-road	Motorcycle	Hit-object	64	Not-worn	Not-worn	None	Evening	Fog	Under-construction	No-lights	4	15	1	0	34	Male	18	Fatal	Abdomen	0	1	0	1	141	82	1	1	10	10.9	5	14	10	23.45	1
Nigeria	Highway	Bus	Vehicle-motorcycle	68	Not-worn	Not-worn	Moderate	Afternoon	Clear	Potholed	Vehicle-lights	0	19	1	1	59	Female	10	Fatal	Extremities	1	0	1	1	121	17	0	1	10	12.5	6	8	10	14.45	1
Malawi	Market-area	Motorcycle	Vehicle-motorcycle	64	Damaged	Defective	Moderate	Morning	Clear	Dry	Street-lights	0	21	0	0	24	Female	12	Critical	Spine	1	1	0	0	94	96	1	1	4	16.7	14	1	9	23.9	1
DRC	Unpaved	Bus	Vehicle-pedestrian	55	None	Not-worn	None	Dawn-dusk	Clear	Dry	Vehicle-lights	0	1	1	1	53	Male	12	Minor	Extremities	0	0	0	0	15	13	1	0	10	5.8	0	3	1	3.35	0
Rwanda	Urban-road	Truck	Single-vehicle	100	Not-worn	Not-worn	Moderate	Evening	Fog	Potholed	No-lights	0	19	0	1	32	Female	10	Severe	Head	0	1	0	0	139	18	0	1	10	19.7	6	13	6	15.55	1
South Sudan	Urban-road	Bicycle	Vehicle-motorcycle	25	Worn	Worn	None	Afternoon	Clear	Dry	Daylight	0	10	1	1	40	Female	18	Minor	Abdomen	0	0	0	0	14	9	1	0	0	5.5	0	0	1	2.5	0
Ethiopia	School-zone	Car	Vehicle-motorcycle	61	Not-worn	Defective	None	Evening	Fog	Under-construction	Vehicle-lights	3	17	0	1	45	Male	28	Fatal	Chest	0	1	1	1	107	63	0	1	7	15.2	0	12	10	22.95	1
DRC	School-zone	Motorcycle	Vehicle-pedestrian	37	Not-worn	Worn	None	Evening	Clear	Dry	Street-lights	1	5	1	1	27	Female	14	Minor	Extremities	0	0	0	0	13	11	1	0	5	5.2	0	1	1	2.85	0
Kenya	Highway	Car	Vehicle-vehicle	105	Damaged	None	Severe	Evening	Storm	Under-construction	Daylight	3	9	1	1	44	Female	0	Moderate	Multiple	1	1	1	0	51	24	0	1	7	13.2	10	11	3	12.35	1
Ethiopia	Highway	Bus	Single-vehicle	47	None	Not-worn	None	Evening	Clear	Dry	Daylight	1	3	1	1	46	Female	25	Minor	Extremities	0	0	0	0	12	5	0	0	10	5.6	0	0	1	6.6	0
Niger	School-zone	Car	Vehicle-motorcycle	59	Not-worn	Not-worn	Severe	Morning	Dust	Potholed	No-lights	3	18	0	1	25	Female	13	Critical	Chest	1	1	0	1	176	22	0	1	10	15.3	6	13	9	18.2	1
Nigeria	Urban-road	Car	Hit-object	110	Not-worn	None	Severe	Evening	Fog	Muddy	Daylight	2	13	1	1	34	Male	23	Severe	Multiple	0	1	1	1	46	47	1	1	10	14.9	6	7	6	11.7	1
Ghana	Market-area	Car	Rollover	120	Not-worn	Not-worn	Unknown	Evening	Clear	Dry	Street-lights	3	10	0	1	52	Male	3	Severe	Head	0	1	1	1	168	41	0	1	10	19	6	1	6	21.6	1
Ethiopia	School-zone	Bicycle	Other	25	Worn	Worn	None	Dawn-dusk	Clear	Dry	No-lights	0	5	1	1	35	Female	9	Minor	Chest	0	0	0	0	11	18	1	0	0	4	0	5	1	4.15	0
Mali	Highway	Truck	Other	25	Worn	Worn	None	Afternoon	Clear	Dry	Daylight	1	9	1	1	43	Male	13	Minor	Head	0	0	0	0	12	3	1	0	0	5.2	0	0	1	1.2	0
Mozambique	Unpaved	Three-wheeler	Single-vehicle	72	None	Not-worn	Moderate	Morning	Clear	Under-construction	No-lights	0	15	0	1	55	Female	0	Moderate	Chest	1	1	0	0	68	98	1	1	10	15.7	10	11	3	23	1
Senegal	Highway	Motorcycle	Hit-object	48	None	Defective	Moderate	Dawn-dusk	Dust	Muddy	Vehicle-lights	4	17	1	0	31	Female	16	Minor	Abdomen	0	1	0	0	100	11	0	1	7	9.9	11	10	1	12.2	1
Niger	Rural-road	Motorcycle	Single-vehicle	30	Worn	Not-worn	None	Afternoon	Clear	Dry	No-lights	0	6	1	1	48	Female	27	Minor	Spine	0	0	0	0	18	6	1	0	5	4.8	0	5	1	2.1	0
Niger	Rural-road	Motorcycle	Vehicle-pedestrian	113	Not-worn	Not-worn	None	Night	Rain	Under-construction	Vehicle-lights	1	19	0	1	64	Female	14	Fatal	Abdomen	0	1	1	0	134	15	1	1	10	21	0	11	10	9.7	1
Kenya	Rural-road	Bicycle	Vehicle-motorcycle	49	Worn	Worn	None	Afternoon	Clear	Dry	Street-lights	0	9	1	1	36	Female	16	Minor	Spine	0	0	0	0	10	19	1	0	0	7.6	0	1	1	4.3	0
Kenya	Rural-road	Car	Single-vehicle	46	Worn	Worn	None	Afternoon	Clear	Dry	Street-lights	1	7	1	1	42	Female	22	Minor	Spine	0	0	0	0	25	18	1	0	0	6.7	0	1	1	4.85	0
Senegal	Market-area	Truck	Single-vehicle	93	Not-worn	None	Unknown	Morning	Storm	Wet	Street-lights	0	20	1	0	45	Female	22	Severe	Multiple	1	1	1	0	34	23	1	1	10	15.3	11	8	6	6.3	1
South Sudan	School-zone	Bus	Other	42	Worn	Worn	None	Dawn-dusk	Clear	Dry	Daylight	0	3	1	1	35	Male	8	Minor	Chest	0	0	0	0	28	6	1	0	0	5.1	0	0	1	2.6	0
Mali	Unpaved	Motorcycle	Vehicle-pedestrian	65	None	Worn	Severe	Afternoon	Rain	Dry	No-lights	3	16	1	1	58	Female	12	Moderate	Chest	1	0	1	1	54	54	0	1	5	11.3	6	7	3	18.5	0
Uganda	Market-area	Car	Hit-object	90	Damaged	Not-worn	None	Dawn-dusk	Fog	Wet	Vehicle-lights	3	23	1	0	59	Male	20	Critical	Extremities	1	1	0	0	39	43	0	1	7	15.9	5	8	9	15.55	1
Zimbabwe	Highway	Motorcycle	Vehicle-vehicle	43	None	Not-worn	Moderate	Evening	Fog	Dry	No-lights	3	17	1	0	46	Female	11	Moderate	Abdomen	1	1	0	1	53	93	0	1	10	9.4	11	8	3	26.25	1
Rwanda	Urban-road	Pedestrian	Rollover	57	Worn	Not-worn	Unknown	Morning	Fog	Wet	Vehicle-lights	3	17	0	0	27	Male	28	Moderate	Abdomen	0	1	0	0	92	24	1	1	5	14.8	11	8	3	9.4	1
Kenya	Rural-road	Bicycle	Single-vehicle	55	Worn	Worn	None	Evening	Clear	Dry	No-lights	0	6	1	1	44	Male	25	Minor	Abdomen	0	0	0	0	20	19	1	0	0	7.3	0	5	1	4.8	0
Rwanda	Urban-road	Truck	Vehicle-motorcycle	78	Damaged	Not-worn	None	Night	Dust	Under-construction	Daylight	0	23	1	1	46	Male	17	Critical	Abdomen	1	0	1	0	143	65	1	1	7	14.7	0	9	9	20.15	1
Ghana	School-zone	Motorcycle	Single-vehicle	22	Worn	Worn	None	Dawn-dusk	Clear	Dry	No-lights	0	5	1	1	42	Female	18	Minor	Abdomen	0	0	0	0	22	4	0	0	0	3.7	0	5	1	6.9	0
Nigeria	Highway	Pedestrian	Rollover	46	Worn	Worn	None	Night	Clear	Dry	Vehicle-lights	0	5	1	1	40	Male	16	Minor	Spine	0	0	0	0	19	14	1	0	0	6.1	0	3	1	3.75	0
Burkina Faso	Rural-road	Car	Vehicle-vehicle	88	Worn	Not-worn	Moderate	Afternoon	Dust	Potholed	Street-lights	0	13	0	0	21	Female	5	Critical	Head	1	1	1	1	166	97	0	1	5	16.7	14	9	9	32.7	1
Mozambique	Rural-road	Motorcycle	Rollover	37	Worn	Worn	None	Morning	Clear	Dry	Street-lights	2	2	1	1	39	Male	18	Minor	Extremities	0	0	0	0	26	1	1	0	0	4.3	0	1	1	1.5	0
Ghana	Unpaved	Motorcycle	Vehicle-pedestrian	98	Not-worn	Not-worn	Moderate	Dawn-dusk	Fog	Muddy	Street-lights	0	25	0	1	22	Female	18	Severe	Abdomen	1	1	1	0	124	78	0	1	10	21.3	9	8	6	26.8	1
Kenya	Unpaved	Bus	Vehicle-vehicle	22	Not-worn	Worn	None	Dawn-dusk	Clear	Dry	No-lights	0	2	1	1	51	Female	7	Minor	Chest	0	0	0	0	18	1	1	0	5	2.8	0	5	1	1.1	0
Ethiopia	Urban-road	Truck	Vehicle-pedestrian	108	Not-worn	Not-worn	Moderate	Afternoon	Clear	Under-construction	Street-lights	4	14	1	1	21	Female	27	Moderate	Spine	1	1	0	0	150	89	1	1	10	15	9	7	3	25.3	1
Senegal	School-zone	Truck	Hit-object	29	Worn	Worn	None	Afternoon	Clear	Dry	Street-lights	0	5	1	1	53	Male	10	Minor	Chest	0	0	0	0	29	7	1	0	0	4.4	0	1	1	2.85	0
Malawi	Unpaved	Car	Vehicle-vehicle	119	Damaged	Defective	None	Morning	Rain	Dry	Street-lights	0	17	0	0	42	Male	27	Moderate	Multiple	0	1	0	1	151	78	1	1	4	21	5	3	3	23.15	1
Zimbabwe	School-zone	Motorcycle	Vehicle-vehicle	110	Worn	None	Moderate	Dawn-dusk	Rain	Muddy	Daylight	4	11	1	1	20	Male	25	Severe	Spine	1	1	1	0	83	98	1	1	5	14.3	9	6	6	23.75	1
DRC	Market-area	Car	Hit-object	46	Worn	Not-worn	Moderate	Morning	Dust	Muddy	Vehicle-lights	0	15	0	1	52	Female	10	Severe	Chest	0	1	0	1	144	25	0	1	5	13.1	6	10	6	17.2	1
Zambia	Unpaved	Bicycle	Vehicle-motorcycle	42	Worn	None	None	Afternoon	Clear	Dry	Vehicle-lights	2	8	1	1	33	Male	7	Minor	Head	0	0	0	0	25	7	1	0	5	6.6	0	3	1	2.65	0
South Sudan	Unpaved	Bus	Vehicle-vehicle	53	Worn	Worn	None	Dawn-dusk	Clear	Dry	No-lights	0	3	1	1	44	Female	30	Minor	Abdomen	0	0	0	0	17	6	1	0	0	6.2	0	5	1	2.05	0
Zimbabwe	Urban-road	Truck	Single-vehicle	54	Worn	Worn	None	Night	Clear	Dry	Street-lights	0	6	1	1	43	Female	6	Minor	Spine	0	0	0	0	28	8	1	0	0	7.2	0	1	1	3	0
Kenya	Highway	Car	Vehicle-pedestrian	29	Worn	Worn	None	Dawn-dusk	Clear	Dry	Street-lights	1	4	1	1	30	Male	29	Minor	Spine	0	0	0	0	16	3	1	0	0	4.1	0	1	1	1.4	0
Ethiopia	Urban-road	Truck	Other	55	None	None	None	Evening	Clear	Dry	Daylight	1	2	1	1	44	Female	7	Minor	Chest	0	0	0	0	28	8	0	0	10	6.1	0	0	1	8	0
Mali	Unpaved	Bus	Rollover	101	Not-worn	Not-worn	Unknown	Evening	Dust	Potholed	Vehicle-lights	1	18	0	1	38	Male	11	Critical	Multiple	0	1	1	1	135	92	0	1	10	19.5	6	11	9	30.15	1
Nigeria	Rural-road	Bus	Vehicle-motorcycle	93	None	Defective	Severe	Dawn-dusk	Dust	Under-construction	Daylight	2	24	0	1	37	Male	20	Severe	Spine	0	0	1	1	37	59	0	1	7	20.5	6	9	6	18.65	1
Madagascar	Rural-road	Truck	Vehicle-motorcycle	112	Damaged	Not-worn	Moderate	Morning	Fog	Muddy	Vehicle-lights	4	6	0	1	49	Male	19	Moderate	Head	1	1	0	0	48	89	0	1	7	17	6	10	3	25.2	1
Kenya	Urban-road	Bicycle	Hit-object	40	Not-worn	Worn	None	Night	Clear	Dry	Street-lights	1	5	1	1	53	Male	10	Minor	Extremities	0	0	0	0	10	17	0	0	5	5.5	0	1	1	8.9	0
Rwanda	Highway	Bus	Rollover	49	Worn	Worn	None	Morning	Clear	Dry	Street-lights	2	4	1	1	31	Female	22	Minor	Chest	0	0	0	0	26	10	0	0	0	6.1	0	1	1	8.3	0
Uganda	Urban-road	Car	Rollover	43	Worn	Worn	None	Afternoon	Clear	Dry	Street-lights	2	1	1	1	27	Female	20	Minor	Abdomen	0	0	0	0	17	2	0	0	0	4.6	0	1	1	6.25	0
Ethiopia	Market-area	Motorcycle	Vehicle-vehicle	51	Worn	Defective	None	Dawn-dusk	Clear	Dry	Daylight	2	8	1	1	50	Male	16	Minor	Abdomen	0	0	0	0	19	5	1	0	2	7.5	0	0	1	1.95	0

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Road Traffic Injuries Dataset | Africa (Electric Sheep Africa metadata inventory)

Size category: 10K<n<100K - Formats: parquet, optimized-parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa

TL;DR

This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.

What This Dataset Covers

Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.

Dataset context from the existing Hugging Face card: Road Traffic Injuries Dataset Description A synthetic tabular dataset for road traffic injury severity prediction in African populations. Africa has the world's highest road traffic death rate. Dataset Statistics Property Value Total rows 10,000 Positive cases (label=1) 5,000 Control cases (label=0) 5,000 Countries represented 20 Temporal coverage 2019–2024 Features (raw + engineered) 40+ Missing values 0% (complete synthetic… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-road-traffic-injuries.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/africa-road-traffic-injuries`
Sector	infrastructure_transport
Topic tags	synthetic, synthetic-data, tabular-classification, road-safety, traffic-injuries, healthcare, trauma
Modalities	`tabular`, `text`
Formats	`parquet`, `optimized-parquet`
Size category	`10K<n<100K`
Countries	Africa-wide or source-defined African coverage
ISO3 coverage	`not declared`
Last modified on HF	`2026-05-29 13:54:02+00:00`
Inventory snapshot	`2026-07-16T16:00:34Z`

How To Read This Dataset

Start from the repository files and the dataset viewer when available.
Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
Preserve missing values until you have a defensible imputation rule.

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-road-traffic-injuries")
print(ds)

split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])

Convert To Pandas When Tabular

from datasets import Dataset

first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
    df = first_split.to_pandas()
    print(df.head())

Data Quality Notes

This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
Exact schema, row counts, and source files should be inspected in the repository data files.
Metadata gaps from the inventory: country, upstream_publisher, license, language.
Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Source context: Electric Sheep Africa metadata inventory
Publisher/source attribution: Public dataset metadata
License: Source-specific or other license
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/africa-road-traffic-injuries
Inventory retrieved at: 2026-07-16T16:00:34Z

Suggested Analyses

Inspect schema and missingness before modeling.
Profile variables by geography, time, and subgroup columns where present.
Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.

Citation

@misc{electric_sheep_africa_africa_road_traffic_injuries_2026,
  title        = {Road Traffic Injuries Dataset | Africa (Electric Sheep Africa metadata inventory)},
  author       = {Public dataset metadata},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/africa-road-traffic-injuries},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-road-traffic-injuries}}
}

License

Released under Source-specific or other license.

Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.

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Collection including electricsheepafrica/africa-road-traffic-injuries

Africa · Health

Collection

Health system and disease data for Africa. Sources: WHO, DHS Program, Global Healthsites, malaria and epidemic tracking. • 84 items • Updated May 29