Datasets:

electricsheepafrica
/

africa-synth-mental-health-industrial-air-pollution-health-all

record_id string	scenario string	year int64	setting string	age int64	sex string	is_child int64	is_elderly int64	industry_type string	distance_to_source_km float64	pm25_ugm3 float64	pm10_ugm3 float64	so2_ugm3 float64	no2_ugm3 float64	exceeds_who_pm25_15 int64	exceeds_who_annual_5 int64	exposure_years int64	outdoor_hours_day float64	monitoring_station int64	cough_chronic int64	wheeze int64	dyspnoea int64	asthma_exacerbation int64	copd int64	reduced_fev1 int64	any_respiratory int64	cardiovascular int64	stroke int64	child_ari int64	elderly_exacerbation int64	eye_irritation int64	skin_irritation int64	emissions_regulation int64	community_complaint int64	mask_use int64
HEA-00000	heavy_industrial_zone	2,022	peri_urban	45	female	0	0	cement_factory	2.18	40.5	51.9	22.2	6.9	1	1	12	7.6	0	0	0	0	0	1	0	1	0	0	0	0	0	0	1	0	1
HEA-00001	heavy_industrial_zone	2,012	peri_urban	70	female	0	1	smelter	0.36	78.8	167.9	34.9	25.4	1	1	3	7.3	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
HEA-00002	heavy_industrial_zone	2,022	peri_urban	20	male	0	0	cement_factory	1.62	72.9	10	20.3	37.8	1	1	10	7.4	0	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0
HEA-00003	heavy_industrial_zone	2,022	peri_urban	26	female	0	0	cement_factory	0.18	51.3	56	48.3	36.5	1	1	8	7	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
HEA-00004	heavy_industrial_zone	2,024	urban_residential	45	male	0	0	cement_factory	0.33	50.6	154.1	2.8	57.6	1	1	9	4.8	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	1	0
HEA-00005	heavy_industrial_zone	2,013	urban_residential	24	male	0	0	oil_refinery	0.14	19.1	65.9	45.2	69.6	1	1	17	11.8	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0
HEA-00006	heavy_industrial_zone	2,012	peri_urban	31	female	0	0	power_plant	0.29	46.3	53.9	18.4	29	1	1	18	4.4	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
HEA-00007	heavy_industrial_zone	2,023	peri_urban	55	female	0	0	power_plant	0.99	64.9	172.9	35.7	9.5	1	1	1	9.3	0	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0
HEA-00008	heavy_industrial_zone	2,020	industrial	31	female	0	0	oil_refinery	0.44	49.3	155.3	10	46.4	1	1	5	5.3	0	0	0	0	0	1	0	1	0	0	0	0	1	0	0	0	0
HEA-00009	heavy_industrial_zone	2,022	peri_urban	21	male	0	0	cement_factory	2.79	9.2	10	14.5	2	0	1	5	4.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
HEA-00010	heavy_industrial_zone	2,015	industrial	45	male	0	0	cement_factory	0.3	19.8	100.9	32.3	52.8	1	1	5	6.9	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
HEA-00011	heavy_industrial_zone	2,011	urban_residential	36	female	0	0	cement_factory	0.37	73.9	55.7	27.6	52.9	1	1	8	5.4	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
HEA-00012	heavy_industrial_zone	2,015	industrial	13	male	1	0	mixed	0.61	109	164.2	43.9	87.5	1	1	10	7.7	0	0	0	0	1	0	0	1	0	0	0	0	1	0	0	1	0
HEA-00013	heavy_industrial_zone	2,012	urban_residential	22	female	0	0	power_plant	1	21.5	97.5	7.6	23.2	1	1	9	8.3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0
HEA-00014	heavy_industrial_zone	2,017	urban_residential	46	male	0	0	textile_chemical	3.91	27.6	10	9	11.2	1	1	9	8	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00015	heavy_industrial_zone	2,019	peri_urban	33	male	0	0	textile_chemical	3.41	5	10	21.5	29	0	0	9	3.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
HEA-00016	heavy_industrial_zone	2,013	urban_residential	41	male	0	0	cement_factory	0.25	5	49.1	8.3	2	0	0	4	7.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
HEA-00017	heavy_industrial_zone	2,014	peri_urban	62	female	0	1	cement_factory	2.07	52.3	63.8	1	52.5	1	1	4	4.9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
HEA-00018	heavy_industrial_zone	2,017	industrial	33	male	0	0	smelter	0.55	67.9	105.6	41.9	23.7	1	1	0	1.9	0	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00019	heavy_industrial_zone	2,017	peri_urban	78	female	0	1	power_plant	0.28	78.7	110.4	34.3	27.7	1	1	10	4.3	0	1	1	0	1	0	0	1	0	0	0	1	0	0	1	0	0
HEA-00020	heavy_industrial_zone	2,016	urban_residential	75	female	0	1	smelter	2.89	5	35.8	18.9	19	0	0	11	6.7	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
HEA-00021	heavy_industrial_zone	2,010	industrial	43	male	0	0	oil_refinery	1.94	16.1	10	7.9	36.8	1	1	7	5.5	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00022	heavy_industrial_zone	2,018	industrial	30	female	0	0	oil_refinery	0.66	83.5	141.2	31.6	27.1	1	1	10	6.4	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00023	heavy_industrial_zone	2,012	peri_urban	10	female	1	0	power_plant	0.74	18.7	114.7	70.5	2	1	1	1	5.2	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0
HEA-00024	heavy_industrial_zone	2,010	industrial	36	female	0	0	power_plant	4.91	5	71.7	16.8	2	0	0	15	5.1	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00025	heavy_industrial_zone	2,014	urban_residential	11	male	1	0	smelter	0.92	74	200.6	36.1	32.4	1	1	7	7.2	0	0	0	0	0	0	0	0	0	0	1	0	0	1	1	0	0
HEA-00026	heavy_industrial_zone	2,015	peri_urban	1	female	1	0	oil_refinery	1.74	39.9	10	1	44.6	1	1	5	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00027	heavy_industrial_zone	2,024	peri_urban	24	male	0	0	oil_refinery	0.18	48.9	94.5	44.8	42.1	1	1	12	1.5	0	1	0	1	0	0	0	1	0	0	0	0	0	1	0	1	0
HEA-00028	heavy_industrial_zone	2,013	industrial	28	male	0	0	cement_factory	0.17	31.8	115.4	34.5	18	1	1	0	7.4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
HEA-00029	heavy_industrial_zone	2,021	industrial	41	male	0	0	mixed	0.05	87.7	159.2	7.2	2	1	1	13	8.4	0	0	1	0	0	1	0	1	0	0	0	0	0	0	0	0	0
HEA-00030	heavy_industrial_zone	2,022	peri_urban	54	male	0	0	smelter	0.33	70.9	22.9	39	32.8	1	1	1	9.4	0	0	0	0	1	0	1	1	0	0	0	0	0	0	1	0	0
HEA-00031	heavy_industrial_zone	2,012	urban_residential	32	female	0	0	oil_refinery	0.26	39.3	51.3	48.2	57.2	1	1	0	5.8	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00032	heavy_industrial_zone	2,018	industrial	21	female	0	0	smelter	0.19	71.9	95.4	43.4	54.9	1	1	2	5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00033	heavy_industrial_zone	2,019	industrial	25	female	0	0	power_plant	0.54	100.8	198.9	29	92.2	1	1	8	9.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
HEA-00034	heavy_industrial_zone	2,012	industrial	39	male	0	0	mixed	0.81	11.2	97.6	35.2	24.5	0	1	12	3.3	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00035	heavy_industrial_zone	2,024	urban_residential	10	male	1	0	cement_factory	0.95	39.7	10	1	19.7	1	1	5	5.2	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00036	heavy_industrial_zone	2,023	industrial	33	female	0	0	cement_factory	1.12	67.1	61.9	50.8	67.7	1	1	15	7.1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0
HEA-00037	heavy_industrial_zone	2,018	urban_residential	37	female	0	0	cement_factory	0.63	85	148.2	39.2	65.9	1	1	10	8.4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00038	heavy_industrial_zone	2,021	urban_residential	61	female	0	1	smelter	2.12	36.4	10	18	10.3	1	1	12	6.1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
HEA-00039	heavy_industrial_zone	2,023	peri_urban	42	female	0	0	power_plant	0.23	106.5	204.3	64.5	45	1	1	9	7.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
HEA-00040	heavy_industrial_zone	2,022	urban_residential	13	female	1	0	cement_factory	0.95	42.5	128.1	39.2	48.4	1	1	10	7.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00041	heavy_industrial_zone	2,017	urban_residential	44	male	0	0	oil_refinery	0.1	66.7	79.5	22	35.5	1	1	10	4.1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00042	heavy_industrial_zone	2,010	industrial	40	female	0	0	cement_factory	1.58	11	70.6	1	11.4	0	1	9	8.6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00043	heavy_industrial_zone	2,020	peri_urban	20	female	0	0	oil_refinery	0.07	78.9	167	64.3	77.5	1	1	11	7.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00044	heavy_industrial_zone	2,023	industrial	25	female	0	0	cement_factory	0.05	64.4	81.3	34.9	44.9	1	1	6	9.5	0	1	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0
HEA-00045	heavy_industrial_zone	2,021	peri_urban	1	male	1	0	cement_factory	2.03	59.3	95	16.1	55.2	1	1	13	6.4	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00046	heavy_industrial_zone	2,019	peri_urban	76	female	0	1	cement_factory	0.28	26.8	17.8	35.4	22.2	1	1	7	2.8	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
HEA-00047	heavy_industrial_zone	2,024	industrial	66	female	0	1	cement_factory	2.59	75.8	10	1	11.9	1	1	10	5.8	0	0	0	1	0	0	0	1	0	0	0	1	1	0	1	0	0
HEA-00048	heavy_industrial_zone	2,022	peri_urban	46	male	0	0	smelter	1.42	29.3	113.9	40	22.1	1	1	2	3.6	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
HEA-00049	heavy_industrial_zone	2,020	urban_residential	1	male	1	0	smelter	2.1	83.2	29.7	29.2	10.8	1	1	4	7.5	0	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00050	heavy_industrial_zone	2,010	urban_residential	25	female	0	0	oil_refinery	0.05	46.4	199.8	46.9	44	1	1	13	1.7	0	0	1	0	0	0	0	1	0	0	0	0	0	0	1	0	0
HEA-00051	heavy_industrial_zone	2,018	urban_residential	3	female	1	0	cement_factory	3.69	21.1	10	24.3	33.8	1	1	6	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
HEA-00052	heavy_industrial_zone	2,021	industrial	21	male	0	0	oil_refinery	0.06	93.3	133.2	7.8	46.3	1	1	11	2.2	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
HEA-00053	heavy_industrial_zone	2,018	urban_residential	73	male	0	1	power_plant	0.56	54.5	94	46.8	12.1	1	1	9	9.8	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0
HEA-00054	heavy_industrial_zone	2,024	urban_residential	3	male	1	0	power_plant	2.5	37.9	74.6	49.5	55.7	1	1	0	5.4	0	0	0	0	1	0	0	1	0	0	0	0	0	0	1	0	0
HEA-00055	heavy_industrial_zone	2,013	peri_urban	42	female	0	0	cement_factory	0.05	58.2	94.2	28	66.9	1	1	9	7.3	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00056	heavy_industrial_zone	2,015	peri_urban	15	male	0	0	cement_factory	1.07	73.4	80.7	12.8	17.5	1	1	0	6.5	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0
HEA-00057	heavy_industrial_zone	2,017	urban_residential	21	male	0	0	textile_chemical	0.59	45.5	179.2	33	101.6	1	1	8	9.6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00058	heavy_industrial_zone	2,013	peri_urban	1	female	1	0	cement_factory	0.09	20.1	98.3	73.4	60.4	1	1	10	6.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
HEA-00059	heavy_industrial_zone	2,022	peri_urban	44	male	0	0	textile_chemical	0.77	94.7	117.9	29.6	54.7	1	1	0	5.9	0	1	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00060	heavy_industrial_zone	2,023	urban_residential	24	male	0	0	cement_factory	0.05	5	149.6	50.7	57.2	0	0	12	3.7	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00061	heavy_industrial_zone	2,015	peri_urban	41	male	0	0	cement_factory	0.13	45.9	98.6	11.5	33	1	1	4	7.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00062	heavy_industrial_zone	2,022	industrial	5	male	1	0	cement_factory	1.66	5	97.5	50.5	29.6	0	0	10	4.6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00063	heavy_industrial_zone	2,024	industrial	12	female	1	0	cement_factory	2.2	5	51.5	49.5	40.7	0	0	8	5.6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
HEA-00064	heavy_industrial_zone	2,022	industrial	35	female	0	0	textile_chemical	0.16	74.2	170	14.3	27.6	1	1	8	6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00065	heavy_industrial_zone	2,019	industrial	19	female	0	0	cement_factory	1.86	29.3	63.6	1	41.1	1	1	0	7.5	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
HEA-00066	heavy_industrial_zone	2,024	urban_residential	40	female	0	0	smelter	0.25	72.7	77.8	32.4	10	1	1	2	4.9	0	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00067	heavy_industrial_zone	2,018	urban_residential	74	male	0	1	cement_factory	6.68	5	43.1	1	20.9	0	0	17	5.1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0
HEA-00068	heavy_industrial_zone	2,011	industrial	15	female	0	0	power_plant	2.61	28.4	55.9	14.9	2	1	1	5	7.8	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
HEA-00069	heavy_industrial_zone	2,015	industrial	18	female	0	0	cement_factory	1.88	73.5	106.3	59.1	87.9	1	1	2	6.1	0	0	0	1	0	0	0	1	0	0	0	0	1	0	0	0	0
HEA-00070	heavy_industrial_zone	2,018	urban_residential	8	male	1	0	oil_refinery	1.35	7	98.1	6.8	73	0	1	12	6.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00071	heavy_industrial_zone	2,010	peri_urban	29	female	0	0	cement_factory	1.56	58	67.4	19.3	36.7	1	1	0	7	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00072	heavy_industrial_zone	2,020	urban_residential	45	male	0	0	oil_refinery	2.88	47.8	93.9	48.1	2	1	1	6	7.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00073	heavy_industrial_zone	2,021	peri_urban	25	male	0	0	cement_factory	0.99	43.2	129.9	41.6	22.8	1	1	7	8.1	0	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0
HEA-00074	heavy_industrial_zone	2,013	peri_urban	20	female	0	0	mixed	1.84	62.9	166.2	53.8	2	1	1	11	8.8	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00075	heavy_industrial_zone	2,010	industrial	4	male	1	0	cement_factory	1.88	23.9	128.3	37	27.9	1	1	11	3.7	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
HEA-00076	heavy_industrial_zone	2,021	industrial	50	female	0	0	smelter	1.64	7.9	51.5	6.5	55.3	0	1	11	2.6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0
HEA-00077	heavy_industrial_zone	2,015	industrial	68	female	0	1	cement_factory	0.82	34.7	111.1	12.9	64.5	1	1	1	5.4	0	0	0	0	1	0	0	1	1	0	0	1	0	0	0	1	0
HEA-00078	heavy_industrial_zone	2,016	peri_urban	1	male	1	0	cement_factory	1.89	45.6	46.7	25.5	24.8	1	1	4	5.4	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
HEA-00079	heavy_industrial_zone	2,024	industrial	20	female	0	0	cement_factory	0.79	88.4	96.3	11.4	71.8	1	1	11	3.5	0	0	1	1	0	0	0	1	0	0	0	0	0	1	0	0	0
HEA-00080	heavy_industrial_zone	2,014	peri_urban	7	male	1	0	cement_factory	2.13	43.5	45	49.1	16.4	1	1	11	5.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00081	heavy_industrial_zone	2,013	urban_residential	11	male	1	0	smelter	0.05	150.1	137.1	51.3	37.2	1	1	0	4.8	0	0	0	1	0	0	0	1	0	0	1	0	0	1	0	1	0
HEA-00082	heavy_industrial_zone	2,014	industrial	33	male	0	0	smelter	0.98	5	50.7	40.3	49.9	0	0	2	6.3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00083	heavy_industrial_zone	2,024	industrial	59	female	0	0	cement_factory	0.91	76.3	84.1	22.4	75.9	1	1	2	4.4	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0
HEA-00084	heavy_industrial_zone	2,014	peri_urban	35	male	0	0	oil_refinery	1.14	82.2	97.5	77.6	29.1	1	1	9	4.4	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1
HEA-00085	heavy_industrial_zone	2,018	industrial	45	male	0	0	mixed	2.47	50.9	77.4	4.1	42.3	1	1	4	5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00086	heavy_industrial_zone	2,013	urban_residential	32	female	0	0	cement_factory	0.05	53.1	224.9	44.3	2.9	1	1	2	2.5	0	1	0	0	0	0	0	1	1	0	0	0	0	0	1	0	0
HEA-00087	heavy_industrial_zone	2,016	industrial	22	female	0	0	smelter	0.15	95.5	101.8	29.7	59.5	1	1	11	5.1	0	0	0	1	0	0	1	1	0	0	0	0	0	0	0	0	0
HEA-00088	heavy_industrial_zone	2,021	urban_residential	12	male	1	0	oil_refinery	0.32	126.4	126.2	47.2	19.9	1	1	1	9.2	0	1	0	0	1	0	0	1	0	0	0	0	0	0	0	1	0
HEA-00089	heavy_industrial_zone	2,010	industrial	52	female	0	0	power_plant	1.22	5	142.5	6.6	46.1	0	0	9	8.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
HEA-00090	heavy_industrial_zone	2,014	urban_residential	8	male	1	0	oil_refinery	1.87	77.7	75.7	47.1	38.2	1	1	10	6.7	0	0	0	1	1	0	1	1	0	0	0	0	0	0	0	0	0
HEA-00091	heavy_industrial_zone	2,010	industrial	15	male	0	0	oil_refinery	0.12	48.6	213.9	39.3	81.1	1	1	9	7.7	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00092	heavy_industrial_zone	2,014	industrial	41	female	0	0	oil_refinery	0.11	93.6	72.3	8.1	55.4	1	1	7	5	0	0	1	0	1	0	0	1	0	1	0	0	0	0	1	1	0
HEA-00093	heavy_industrial_zone	2,019	urban_residential	31	female	0	0	textile_chemical	0.95	57.1	113.4	56.6	79.8	1	1	15	4	0	0	0	1	1	0	1	1	0	0	0	0	1	0	1	0	0
HEA-00094	heavy_industrial_zone	2,011	peri_urban	32	female	0	0	textile_chemical	1.9	5	48.6	38.5	15.7	0	0	0	7.3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00095	heavy_industrial_zone	2,021	peri_urban	19	female	0	0	oil_refinery	3.52	5	50.5	4.9	2	0	0	5	4.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00096	heavy_industrial_zone	2,010	industrial	52	male	0	0	mixed	0.98	106.9	20.3	52.7	14.7	1	1	8	5.5	0	1	0	0	0	1	0	1	0	0	0	0	0	0	0	1	0
HEA-00097	heavy_industrial_zone	2,024	urban_residential	22	male	0	0	mixed	1.12	38.1	97.5	50.9	23.7	1	1	0	2.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
HEA-00098	heavy_industrial_zone	2,023	urban_residential	15	female	0	0	oil_refinery	1.87	63.6	61.1	61.4	9.3	1	1	9	5.9	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
HEA-00099	heavy_industrial_zone	2,018	peri_urban	29	female	0	0	cement_factory	0.54	74.5	119.4	55.8	56.7	1	1	14	7.8	0	0	0	0	1	0	1	1	0	0	0	0	0	0	0	0	0

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

Industrial Air Pollution & Community Health in Sub-Saharan Africa

Abstract

Synthetic dataset modelling industrial and traffic-related air pollution exposure (PM2.5, PM10, SO2, NO2) and community health outcomes across three settings in SSA. Air pollution deaths in Africa rose 55% between 2000-2019 (Lancet Commission). Only 17 of 54 African countries have ambient air quality standards. WHO 2021 guideline for PM2.5 is 5 µg/m³ annual mean; most African cities exceed 15-70 µg/m³.

Scenarios

Heavy Industrial Zone: Cement factory / smelter / refinery communities with PM2.5 ~65 µg/m³.
Urban Traffic + Industry: Lagos/Nairobi-type megacity with vehicle emissions, diesel generators; PM2.5 ~45 µg/m³.
Peri-Urban Emerging: Smaller city with brick kilns, waste burning, agro-processing; PM2.5 ~30 µg/m³.

Parameterization Evidence

Parameter	Value	Source	Year
Air pollution deaths rose 55% in Africa 2000-2019	Trend	Lancet Commission on Pollution	2022
PM2.5 damages >$5.4B/yr in 5 African countries	Economic	State of Global Air	2022
Only 17/54 African countries have air quality standards	Regulation gap	PMC12519425	2025
WHO PM2.5 guideline: 5 µg/m³ annual	Standard	WHO	2021
Cement dust respiratory effects on nearby communities	Industrial	PMC5707990; Springer 2019	2017/2019
Lagos PM2.5 ~50-70 µg/m³ in industrial zones	City data	State of Global Air	2022

Validation

Usage

from datasets import load_dataset
ds = load_dataset("electricsheepafrica/industrial-air-pollution-health", "heavy_industrial_zone")

Limitations

Synthetic data; not for clinical decision-making.
PM2.5 modelled as normal distribution; real spatial/temporal variation is complex.
Does not capture indoor air pollution co-exposure or seasonal biomass burning.

References

State of Global Air. Health Impacts in Africa. 2022.
Lancet Commission on Pollution and Health. 2022 update.
PMC5707990. Effects of airborne PM on respiratory health in SSA. 2017.
WHO. Global Air Quality Guidelines. 2021.
PMC12519425. Air pollution in African megacities. 2025.

Citation

@dataset{electricsheepafrica_industrial_air_pollution_health_2025,
  title={Industrial Air Pollution and Community Health in Sub-Saharan Africa},
  author={Electric Sheep Africa},
  year={2025},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/electricsheepafrica/industrial-air-pollution-health}
}

License

CC-BY-4.0

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