Datasets:

electricsheepafrica
/

africa-synth-mental-health-asbestos-mesothelioma-all

record_id string	scenario string	year int64	setting string	age int64	sex string	exposure_type string	fibre_type string	is_occupational int64	is_environmental int64	exposure_years int64	exposure_intensity_f_mL float64	cumulative_exposure float64	latency_years int64	time_since_first_exposure int64	ppe_use int64	smoking int64	mesothelioma int64	mesothelioma_type string	asbestosis int64	pleural_plaques int64	pleural_effusion int64	dyspnoea int64	cough_chronic int64	reduced_fvc int64	any_asbestos_disease int64	ban_in_place int64	medical_surveillance int64	compensation_claimed int64	chest_xray_done int64	hiv_positive int64	died int64
FOR-00000	former_mining_community	2,022	rural_mining	56	female	mining_direct	mixed	1	0	16	2.72	43.5	29	11	0	0	0	none	0	0	0	1	0	1	0	0	0	0	0	0	0
FOR-00001	former_mining_community	2,024	urban	38	male	mining_environmental	crocidolite	0	1	18	0.99	17.8	50	15	0	0	0	none	0	0	0	1	0	0	0	1	0	0	0	0	0
FOR-00002	former_mining_community	2,015	urban	48	male	mining_direct	chrysotile	1	0	16	6.02	96.4	30	22	0	0	0	none	0	1	0	0	0	0	1	0	0	0	0	0	0
FOR-00003	former_mining_community	2,010	rural_mining	57	male	household_exposure	crocidolite	0	1	7	1.04	7.3	31	26	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00004	former_mining_community	2,018	rural_mining	51	male	mining_environmental	crocidolite	0	1	14	0.18	2.5	15	6	0	0	0	none	0	0	0	0	0	0	0	1	0	0	1	0	0
FOR-00005	former_mining_community	2,017	rural_mining	51	male	mining_direct	chrysotile	1	0	15	2.29	34.4	32	20	0	1	0	none	1	0	0	1	1	1	1	1	0	0	0	0	0
FOR-00006	former_mining_community	2,019	rural_mining	22	male	roofing_materials	crocidolite	0	1	30	7.2	216.1	34	10	0	0	0	none	0	1	0	0	1	0	1	0	1	0	0	0	0
FOR-00007	former_mining_community	2,014	peri_urban	71	female	mining_direct	mixed	1	0	5	1.62	8.1	22	41	0	0	0	none	0	0	0	0	0	0	0	1	1	0	0	0	0
FOR-00008	former_mining_community	2,023	peri_urban	47	female	mining_environmental	crocidolite	0	1	16	0.5	8.1	41	24	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00009	former_mining_community	2,022	urban	44	male	mining_direct	crocidolite	1	0	15	5.86	87.9	10	19	0	0	0	none	1	0	0	1	1	1	1	0	0	0	0	0	0
FOR-00010	former_mining_community	2,024	rural_mining	34	male	construction	chrysotile	1	0	6	3.76	22.6	32	45	0	0	0	none	0	0	0	0	1	0	0	0	0	0	0	0	0
FOR-00011	former_mining_community	2,019	urban	78	male	mining_environmental	amosite	0	1	14	0.17	2.4	15	41	0	1	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00012	former_mining_community	2,012	rural_mining	41	male	mining_direct	crocidolite	1	0	18	7.87	141.6	31	23	0	0	0	none	0	1	0	0	0	1	1	1	0	0	0	1	0
FOR-00013	former_mining_community	2,024	rural_mining	58	female	brake_lining	chrysotile	1	0	17	3.65	62.1	27	18	0	0	0	none	0	0	0	0	1	0	0	1	0	0	0	0	0
FOR-00014	former_mining_community	2,015	rural_mining	29	male	household_exposure	mixed	0	1	28	1.8	50.3	34	37	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00015	former_mining_community	2,011	peri_urban	55	female	mining_direct	mixed	1	0	10	11.73	117.3	36	13	0	1	0	none	1	1	0	0	0	1	1	1	0	0	0	0	0
FOR-00016	former_mining_community	2,024	rural_mining	21	male	construction	amosite	1	0	10	6.71	67.1	40	22	0	0	0	none	0	1	0	0	0	0	1	0	0	0	0	0	0
FOR-00017	former_mining_community	2,016	urban	57	female	mining_direct	chrysotile	1	0	13	0.21	9.2	46	15	1	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00018	former_mining_community	2,022	rural_mining	47	male	household_exposure	crocidolite	0	1	9	0.61	5.5	31	28	0	1	0	none	0	0	0	0	0	0	0	0	1	0	0	0	0
FOR-00019	former_mining_community	2,022	peri_urban	64	male	mining_direct	crocidolite	1	0	14	10.34	144.7	30	11	0	0	0	none	0	0	0	0	0	1	0	1	1	0	0	0	0
FOR-00020	former_mining_community	2,013	rural_mining	36	female	mining_environmental	chrysotile	0	1	13	0.91	11.8	33	33	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00021	former_mining_community	2,014	rural_mining	32	male	construction	amosite	1	0	8	0.29	7.9	10	8	1	0	0	none	0	0	0	0	0	0	0	0	0	0	0	0	0
FOR-00022	former_mining_community	2,022	peri_urban	27	male	mining_environmental	amosite	0	1	26	0.75	19.6	35	19	0	0	0	none	0	0	0	0	1	0	0	0	1	0	0	0	0
FOR-00023	former_mining_community	2,013	rural_mining	18	male	roofing_materials	chrysotile	0	1	25	1.43	35.8	22	4	0	0	0	none	0	0	0	0	0	0	0	0	0	0	0	1	0
FOR-00024	former_mining_community	2,013	peri_urban	55	male	roofing_materials	mixed	0	1	7	0.34	2.4	43	18	0	0	0	none	0	0	0	0	0	0	0	1	0	0	1	0	0
FOR-00025	former_mining_community	2,015	rural_mining	62	male	mining_direct	crocidolite	1	0	8	4.27	34.1	28	17	0	0	0	none	0	0	0	0	0	0	0	0	0	0	0	0	0
FOR-00026	former_mining_community	2,023	rural_mining	31	male	household_exposure	chrysotile	0	1	8	1.44	11.5	37	18	0	0	0	none	0	0	0	0	1	0	0	0	0	0	0	0	0
FOR-00027	former_mining_community	2,017	peri_urban	50	female	brake_lining	chrysotile	1	0	6	6.2	37.2	49	8	0	0	0	none	0	0	0	0	0	0	0	1	1	0	1	0	0
FOR-00028	former_mining_community	2,018	urban	48	female	mining_environmental	chrysotile	0	1	25	0.42	10.6	23	25	0	1	0	none	1	0	0	0	0	1	1	0	0	0	1	0	0
FOR-00029	former_mining_community	2,020	urban	45	male	construction	crocidolite	1	0	10	2.52	25.2	43	9	0	0	0	none	0	0	0	0	0	0	0	1	1	0	0	0	0
FOR-00030	former_mining_community	2,022	urban	47	male	mining_direct	amosite	1	0	1	3.99	4	26	38	0	0	0	none	0	0	0	1	0	0	0	1	0	0	0	0	0
FOR-00031	former_mining_community	2,018	rural_mining	43	male	mining_environmental	mixed	0	1	10	0.09	0.9	37	22	0	0	0	none	0	0	0	0	0	0	0	0	0	0	0	0	0
FOR-00032	former_mining_community	2,020	urban	37	female	mining_direct	amosite	1	0	26	2.42	63	25	23	0	1	1	peritoneal	1	1	0	0	0	1	1	1	1	0	1	0	1
FOR-00033	former_mining_community	2,015	rural_mining	54	male	mining_direct	chrysotile	1	0	14	2.96	41.4	17	4	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	1	0
FOR-00034	former_mining_community	2,017	peri_urban	45	male	mining_direct	mixed	1	0	16	6.52	104.3	38	3	0	0	0	none	1	0	0	1	0	1	1	1	0	0	0	0	0
FOR-00035	former_mining_community	2,023	rural_mining	75	female	mining_environmental	chrysotile	0	1	21	1.17	24.5	34	32	0	1	0	none	0	1	0	0	0	0	1	1	0	0	0	0	0
FOR-00036	former_mining_community	2,021	rural_mining	45	female	mining_direct	crocidolite	1	0	29	7.16	207.6	30	22	0	1	0	none	0	1	0	0	1	0	1	1	0	0	0	0	0
FOR-00037	former_mining_community	2,016	peri_urban	64	male	roofing_materials	mixed	0	1	12	0.83	10	27	14	0	1	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00038	former_mining_community	2,013	rural_mining	18	female	mining_environmental	amosite	0	1	24	0.08	2	33	35	0	0	0	none	0	0	0	1	0	0	0	1	0	0	0	0	0
FOR-00039	former_mining_community	2,023	rural_mining	50	male	construction	amosite	1	0	22	2.62	57.6	25	29	0	0	0	none	1	1	0	1	1	1	1	0	0	0	0	0	0
FOR-00040	former_mining_community	2,018	rural_mining	44	male	mining_environmental	mixed	0	1	15	0.15	2.3	10	19	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	1	0
FOR-00041	former_mining_community	2,023	peri_urban	36	male	mining_direct	crocidolite	1	0	23	2.04	46.9	21	24	0	0	0	none	0	1	0	1	0	1	1	1	0	0	0	0	0
FOR-00042	former_mining_community	2,014	peri_urban	62	female	mining_environmental	amosite	0	1	25	0.16	3.9	26	11	0	0	0	none	0	0	0	0	0	0	0	1	1	0	0	0	0
FOR-00043	former_mining_community	2,024	rural_mining	53	male	mining_direct	crocidolite	1	0	21	4.15	87.1	38	24	0	0	0	none	0	0	0	0	0	0	0	0	0	0	1	0	0
FOR-00044	former_mining_community	2,022	peri_urban	44	female	mining_direct	mixed	1	0	6	3.21	19.2	29	6	0	1	0	none	1	0	0	0	0	1	1	0	0	0	0	0	0
FOR-00045	former_mining_community	2,019	rural_mining	51	male	mining_direct	chrysotile	1	0	17	5.8	98.6	15	23	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00046	former_mining_community	2,017	peri_urban	34	male	mining_environmental	crocidolite	0	1	17	1.2	20.3	26	27	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00047	former_mining_community	2,020	urban	51	male	roofing_materials	mixed	0	1	0	0.72	0	29	30	0	0	0	none	0	0	0	1	0	0	0	1	0	0	0	0	0
FOR-00048	former_mining_community	2,015	peri_urban	55	male	mining_environmental	crocidolite	0	1	10	1.08	10.8	20	24	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00049	former_mining_community	2,022	urban	35	male	mining_environmental	chrysotile	0	1	26	0.66	17.1	28	8	0	0	0	none	0	0	0	0	0	0	0	0	0	0	1	0	0
FOR-00050	former_mining_community	2,022	rural_mining	46	female	mining_direct	chrysotile	1	0	20	2.8	56.1	24	20	0	0	0	none	0	1	0	0	0	0	1	1	1	0	0	0	0
FOR-00051	former_mining_community	2,022	urban	64	male	roofing_materials	chrysotile	0	1	5	0.58	2.9	31	20	0	1	0	none	0	0	0	1	0	0	0	1	0	0	0	0	0
FOR-00052	former_mining_community	2,012	urban	31	male	roofing_materials	crocidolite	0	1	13	1.96	25.5	30	20	0	0	0	none	0	0	0	1	0	0	0	1	1	0	0	0	0
FOR-00053	former_mining_community	2,022	rural_mining	59	male	construction	amosite	1	0	15	3.5	52.6	44	0	0	0	0	none	1	0	0	0	0	1	1	0	0	1	1	0	0
FOR-00054	former_mining_community	2,018	rural_mining	30	female	roofing_materials	amosite	0	1	16	0.94	15	34	6	0	0	0	none	0	1	1	0	0	0	1	1	0	0	0	0	0
FOR-00055	former_mining_community	2,011	rural_mining	74	male	construction	crocidolite	1	0	6	1.21	7.3	25	24	0	1	0	none	0	0	0	0	0	0	0	0	0	0	1	1	0
FOR-00056	former_mining_community	2,012	peri_urban	27	female	roofing_materials	chrysotile	0	1	18	1.31	23.6	20	25	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00057	former_mining_community	2,019	rural_mining	53	male	mining_direct	chrysotile	1	0	6	13.46	80.8	24	30	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00058	former_mining_community	2,016	rural_mining	37	female	mining_environmental	crocidolite	0	1	11	0.67	7.4	28	11	0	0	0	none	0	0	0	1	0	0	0	0	0	0	1	1	0
FOR-00059	former_mining_community	2,020	peri_urban	41	female	household_exposure	amosite	0	1	21	0.73	15.4	32	6	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00060	former_mining_community	2,013	peri_urban	45	male	mining_direct	chrysotile	1	0	21	2.86	60.1	10	10	0	1	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00061	former_mining_community	2,012	peri_urban	44	male	mining_direct	amosite	1	0	17	0.98	16.7	28	27	0	0	0	none	0	0	0	1	0	0	0	1	0	0	0	1	0
FOR-00062	former_mining_community	2,018	urban	79	male	roofing_materials	crocidolite	0	1	14	0.57	8	35	7	0	0	0	none	0	0	0	0	0	0	0	1	0	0	1	0	0
FOR-00063	former_mining_community	2,015	rural_mining	50	female	mining_direct	chrysotile	1	0	22	1.04	22.9	38	24	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00064	former_mining_community	2,011	rural_mining	50	male	household_exposure	chrysotile	0	1	10	1.01	10.1	11	38	0	0	0	none	0	0	0	1	0	0	0	1	0	0	0	0	0
FOR-00065	former_mining_community	2,020	rural_mining	38	male	household_exposure	mixed	0	1	25	0.35	8.9	50	29	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00066	former_mining_community	2,013	urban	31	male	mining_environmental	amosite	0	1	14	0.49	6.9	10	7	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00067	former_mining_community	2,017	rural_mining	52	male	roofing_materials	amosite	0	1	14	4.41	61.7	30	37	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00068	former_mining_community	2,013	peri_urban	18	female	mining_direct	crocidolite	1	0	3	2.56	7.7	47	24	0	0	0	none	0	0	0	0	0	0	0	1	1	0	0	0	0
FOR-00069	former_mining_community	2,012	peri_urban	28	male	mining_environmental	chrysotile	0	1	5	1.24	6.2	18	14	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00070	former_mining_community	2,012	rural_mining	58	male	mining_direct	chrysotile	1	0	9	10	90	26	0	0	0	0	none	0	0	0	0	0	1	0	1	0	0	0	0	0
FOR-00071	former_mining_community	2,019	peri_urban	27	male	mining_direct	chrysotile	1	0	1	1.66	1.7	45	17	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00072	former_mining_community	2,011	urban	39	female	construction	crocidolite	1	0	21	6.69	140.4	28	16	0	0	0	none	0	1	0	1	0	0	1	1	0	0	0	0	0
FOR-00073	former_mining_community	2,013	rural_mining	60	female	mining_direct	crocidolite	1	0	13	5.44	70.7	22	18	0	0	0	none	1	0	0	0	0	1	1	1	0	0	0	0	0
FOR-00074	former_mining_community	2,014	peri_urban	44	male	mining_environmental	crocidolite	0	1	12	2.07	24.9	35	21	0	0	0	none	0	0	0	1	0	0	0	1	0	0	0	1	0
FOR-00075	former_mining_community	2,012	peri_urban	56	male	household_exposure	chrysotile	0	1	0	2.5	0	33	30	0	0	0	none	0	0	0	0	0	0	0	0	0	0	0	0	0
FOR-00076	former_mining_community	2,021	urban	18	male	mining_direct	amosite	1	0	14	8.92	124.9	28	13	0	0	0	none	1	0	0	0	1	1	1	0	0	0	0	0	0
FOR-00077	former_mining_community	2,016	peri_urban	71	female	mining_direct	amosite	1	0	15	4.39	65.8	23	19	0	0	0	none	0	0	0	0	0	1	0	1	0	0	0	0	0
FOR-00078	former_mining_community	2,011	rural_mining	36	male	mining_environmental	mixed	0	1	10	0.2	2	16	14	0	0	0	none	0	0	0	0	0	0	0	0	0	0	0	0	0
FOR-00079	former_mining_community	2,018	rural_mining	38	male	mining_direct	chrysotile	1	0	10	0.57	5.7	36	18	0	0	0	none	0	0	0	0	1	0	0	1	0	0	1	0	0
FOR-00080	former_mining_community	2,022	peri_urban	46	male	household_exposure	chrysotile	0	1	13	0.22	2.9	24	29	0	0	0	none	0	0	0	0	0	0	0	1	0	0	1	0	0
FOR-00081	former_mining_community	2,015	rural_mining	33	female	mining_direct	amosite	1	0	23	5.79	133.1	47	42	0	0	0	none	0	0	0	1	0	0	0	1	0	0	0	0	0
FOR-00082	former_mining_community	2,014	urban	38	female	mining_environmental	amosite	0	1	23	0.89	20.4	16	22	0	1	0	none	0	0	0	0	0	0	0	0	0	0	0	0	0
FOR-00083	former_mining_community	2,011	rural_mining	49	female	roofing_materials	crocidolite	0	1	12	0.62	7.5	24	15	0	0	0	none	0	0	0	0	0	0	0	0	0	0	0	0	0
FOR-00084	former_mining_community	2,015	rural_mining	47	male	brake_lining	mixed	1	0	18	2.84	51.1	10	27	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00085	former_mining_community	2,018	peri_urban	41	female	mining_environmental	crocidolite	0	1	15	1.41	21.2	15	6	0	0	0	none	1	1	0	1	0	1	1	1	1	0	0	1	0
FOR-00086	former_mining_community	2,023	rural_mining	24	male	mining_environmental	crocidolite	0	1	23	0.88	20.3	31	17	0	0	0	none	0	1	0	0	0	0	1	1	0	0	0	0	0
FOR-00087	former_mining_community	2,010	rural_mining	38	male	mining_environmental	chrysotile	0	1	6	0.82	4.9	14	25	0	0	0	none	0	0	0	0	1	0	0	1	0	0	0	0	0
FOR-00088	former_mining_community	2,024	rural_mining	54	male	household_exposure	mixed	0	1	15	0.79	11.8	25	24	0	0	0	none	0	0	0	0	0	0	0	1	0	0	1	0	0
FOR-00089	former_mining_community	2,023	rural_mining	44	male	brake_lining	chrysotile	1	0	21	6.29	132.1	12	15	0	0	0	none	1	0	0	1	0	1	1	0	0	0	0	0	0
FOR-00090	former_mining_community	2,011	peri_urban	31	male	mining_environmental	chrysotile	0	1	16	0.17	2.7	23	22	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	1	0
FOR-00091	former_mining_community	2,015	rural_mining	38	male	mining_environmental	crocidolite	0	1	15	2.72	40.8	16	27	0	0	0	none	1	0	0	0	0	1	1	1	0	0	1	0	0
FOR-00092	former_mining_community	2,015	rural_mining	24	female	household_exposure	crocidolite	0	1	22	0.75	16.5	33	23	0	0	0	none	0	1	0	0	0	0	1	0	1	0	0	0	0
FOR-00093	former_mining_community	2,018	urban	54	male	mining_direct	mixed	1	0	16	3.42	54.8	23	25	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00094	former_mining_community	2,015	rural_mining	46	male	construction	crocidolite	1	0	7	4.43	31	39	26	0	0	0	none	0	0	0	1	0	0	0	1	0	0	0	0	0
FOR-00095	former_mining_community	2,021	rural_mining	53	female	construction	chrysotile	1	0	6	1.1	6.6	47	22	0	1	0	none	0	0	0	0	1	0	0	1	0	0	1	0	0
FOR-00096	former_mining_community	2,013	rural_mining	45	male	mining_environmental	crocidolite	0	1	18	0.28	5	31	30	0	0	0	none	0	0	0	0	0	0	0	1	0	0	0	0	0
FOR-00097	former_mining_community	2,024	rural_mining	68	female	mining_direct	chrysotile	1	0	21	2.8	58.8	24	34	0	1	0	none	1	1	0	0	0	1	1	1	0	0	0	0	0
FOR-00098	former_mining_community	2,017	rural_mining	44	male	mining_environmental	amosite	0	1	18	1.65	29.6	30	43	0	1	0	none	0	1	0	0	0	0	1	1	0	0	1	0	0
FOR-00099	former_mining_community	2,022	rural_mining	46	male	construction	crocidolite	1	0	6	4.19	25.1	36	23	0	1	0	none	0	0	0	0	0	0	0	0	1	0	0	0	0

End of preview. Expand in Data Studio

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

Asbestos Exposure & Mesothelioma in Sub-Saharan Africa

Abstract

Synthetic dataset modelling asbestos exposure pathways, fibre types, and health outcomes (mesothelioma, asbestosis, lung cancer) across three settings in SSA. South Africa was a global leader in asbestos production; Wagner (1960) discovered the mesothelioma link there. WHO Africa reports asbestos use continues despite warnings, particularly in roofing, construction, and brake linings. Latency period is 20-50 years.

Scenarios

Former Mining Community: South Africa-type communities near closed asbestos mines with high crocidolite/amosite exposure.
Urban Construction: Cities with ongoing chrysotile use in building materials and demolition.
Rural Asbestos Roofing: Widespread asbestos-cement roofing in rural areas with chronic low-level exposure.

Parameterization Evidence

Parameter	Value	Source	Year
Asbestos causes mesothelioma, asbestosis, lung cancer	Health effects	WHO Fact Sheet; IARC Group 1	2023
SA global leader in asbestos production; ban in 2002	History	ScienceDirect; asbestos.com	2004
Wagner (1960) discovered mesothelioma-asbestos link in SA	Discovery	PMC1522094	2005
Asbestos use continues in Africa despite warnings	Ongoing use	WHO Africa	2023
Eastern SSA: substantial increases in asbestos lung cancer	GBD trend	PMC12573932 (GBD 2021)	2024
Mesothelioma mortality lower than expected in SA due to HIV	Co-morbidity	PubMed 21422006	2011
Latency period 20-50 years	Disease natural history	WHO	2023

Validation

Usage

from datasets import load_dataset
ds = load_dataset("electricsheepafrica/asbestos-mesothelioma", "former_mining_community")

Limitations

Synthetic data; not for clinical decision-making.
Latency modelling simplified; real exposure-disease relationships are complex.
Does not capture legacy contamination mapping or remediation status.

References

WHO. Asbestos Fact Sheet. 2023.
WHO Africa. Asbestos use continues in Africa. 2023.
PMC1522094. Asbestos-related disease in South Africa. 2005.
Wagner JC. Diffuse pleural mesothelioma and asbestos exposure in SA. Br J Ind Med, 1960.
PMC12573932. Global burden of lung cancer from occupational asbestos (GBD 2021). 2024.
PubMed 21422006. Mesothelioma mortality trends in South Africa 1995-2007. 2011.

Citation

@dataset{electricsheepafrica_asbestos_mesothelioma_2025,
  title={Asbestos Exposure and Mesothelioma in Sub-Saharan Africa},
  author={Electric Sheep Africa},
  year={2025},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/electricsheepafrica/asbestos-mesothelioma}
}

License

CC-BY-4.0

Downloads last month: 48