Datasets:

electricsheepafrica
/

africa-synth-cancer-oil-spill-community-health-comoros

record_id string	scenario string	year int64	setting string	age int64	sex string	is_child int64	occupation string	distance_to_spill_km float64	spill_source string	years_since_spill int64	water_tph_mgL float64	soil_tph_mgkg float64	benzene_water_ugL float64	exceeds_who_benzene int64	fish_contaminated int64	crop_contaminated int64	water_source_contaminated int64	respiratory int64	cough int64	asthma int64	skin_disease int64	eye_irritation int64	headache int64	nausea int64	neurological int64	adverse_pregnancy int64	fisheries_destroyed int64	farmland_contaminated int64	income_loss int64	remediation int64	compensation_received int64	community_monitoring int64	any_health_effect int64
NIG-00000	niger_delta_chronic	2,022	rural_oilfield	43	female	0	farmer	2.91	flowline_leak	6	20.7	635	12.7	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
NIG-00001	niger_delta_chronic	2,017	riverine_community	38	female	0	trader	2.53	wellhead_blowout	3	40.5	3,659	6.8	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00002	niger_delta_chronic	2,013	riverine_community	36	female	0	trader	1.13	sabotage_theft	4	31.1	7,684	5.8	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1
NIG-00003	niger_delta_chronic	2,011	riverine_community	34	female	0	oil_worker	1.51	sabotage_theft	6	50.4	1,235	7.8	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
NIG-00004	niger_delta_chronic	2,012	peri_urban	37	female	0	farmer	2.24	flowline_leak	11	13.1	1,407	3.9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
NIG-00005	niger_delta_chronic	2,018	riverine_community	37	male	0	oil_worker	1.62	tanker	6	11.3	3,375	8.5	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1
NIG-00006	niger_delta_chronic	2,010	peri_urban	34	male	0	oil_worker	0.34	sabotage_theft	7	191.9	3,106	30.7	1	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1
NIG-00007	niger_delta_chronic	2,013	riverine_community	13	female	1	other	2.83	flowline_leak	7	27.2	3,693	7.7	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00008	niger_delta_chronic	2,013	riverine_community	41	female	0	fisher	0.4	pipeline_rupture	15	49.5	4,625	2.7	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0
NIG-00009	niger_delta_chronic	2,024	riverine_community	35	female	0	farmer	0.48	wellhead_blowout	20	202.9	1,371	10.8	1	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1
NIG-00010	niger_delta_chronic	2,014	riverine_community	15	female	0	farmer	0.12	sabotage_theft	9	194.6	1,330	12	1	0	0	1	0	0	1	1	1	1	1	0	0	0	0	0	0	0	0	1
NIG-00011	niger_delta_chronic	2,010	riverine_community	74	male	0	oil_worker	1.49	pipeline_rupture	2	91.1	2,601	15.5	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00012	niger_delta_chronic	2,017	riverine_community	34	male	0	farmer	0.84	wellhead_blowout	16	12.2	4,986	9.6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00013	niger_delta_chronic	2,021	riverine_community	43	female	0	farmer	2.23	pipeline_rupture	17	49.8	473	7.9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00014	niger_delta_chronic	2,022	rural_oilfield	1	female	1	farmer	1.09	pipeline_rupture	9	77	1,487	22.5	1	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	1
NIG-00015	niger_delta_chronic	2,018	riverine_community	51	female	0	other	0.64	flowline_leak	6	8.8	9,436	9.1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00016	niger_delta_chronic	2,015	peri_urban	42	female	0	trader	3.55	pipeline_rupture	9	22.1	494	3.8	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	1
NIG-00017	niger_delta_chronic	2,024	peri_urban	48	female	0	farmer	1.65	pipeline_rupture	7	99	2,165	5.1	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	1	0	0	0	0
NIG-00018	niger_delta_chronic	2,013	peri_urban	22	female	0	oil_worker	3.1	pipeline_rupture	14	14.4	349	13.4	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00019	niger_delta_chronic	2,017	rural_oilfield	8	female	1	fisher	0.11	wellhead_blowout	17	118.5	1,360	19.4	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00020	niger_delta_chronic	2,022	riverine_community	19	male	0	farmer	0.1	flowline_leak	9	39	4,227	11.5	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
NIG-00021	niger_delta_chronic	2,021	riverine_community	33	male	0	farmer	0.45	pipeline_rupture	4	93.3	10,046	6.3	0	0	0	0	1	1	0	1	0	0	1	0	0	0	0	0	1	0	0	1
NIG-00022	niger_delta_chronic	2,019	rural_oilfield	20	male	0	other	1.6	sabotage_theft	6	30	2,403	4.6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00023	niger_delta_chronic	2,018	riverine_community	30	female	0	oil_worker	0.88	wellhead_blowout	11	36.3	1,468	19.2	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00024	niger_delta_chronic	2,022	peri_urban	42	female	0	fisher	1.73	sabotage_theft	16	12.3	2,398	42.2	1	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1
NIG-00025	niger_delta_chronic	2,016	riverine_community	16	female	0	trader	3.15	flowline_leak	1	32.7	1,346	3.4	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	1
NIG-00026	niger_delta_chronic	2,015	rural_oilfield	27	male	0	other	2.13	pipeline_rupture	10	8.7	3,017	44.5	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00027	niger_delta_chronic	2,011	riverine_community	36	male	0	oil_worker	0.78	wellhead_blowout	0	41.6	1,231	9.6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00028	niger_delta_chronic	2,023	riverine_community	38	female	0	trader	0.35	sabotage_theft	14	30.6	1,969	9.5	0	0	0	0	1	1	0	0	0	1	0	0	0	0	0	0	1	0	0	1
NIG-00029	niger_delta_chronic	2,010	riverine_community	31	male	0	trader	0.96	wellhead_blowout	6	67.8	2,396	21.2	1	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1
NIG-00030	niger_delta_chronic	2,014	riverine_community	43	male	0	fisher	1.38	pipeline_rupture	10	31.1	2,712	12.3	1	1	0	1	1	1	0	0	0	0	1	0	0	1	0	1	0	0	0	1
NIG-00031	niger_delta_chronic	2,017	rural_oilfield	58	male	0	other	1.2	flowline_leak	10	103.3	3,793	20.6	1	0	0	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1
NIG-00032	niger_delta_chronic	2,013	rural_oilfield	12	male	1	farmer	3.9	pipeline_rupture	9	11.4	561	1.4	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
NIG-00033	niger_delta_chronic	2,021	rural_oilfield	30	female	0	fisher	3.32	pipeline_rupture	5	20.6	674	3.1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00034	niger_delta_chronic	2,021	peri_urban	37	female	0	farmer	4.33	flowline_leak	3	7.7	1,880	13	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00035	niger_delta_chronic	2,016	riverine_community	37	female	0	fisher	0.45	pipeline_rupture	7	48.7	1,569	26.6	1	1	0	0	0	0	0	1	0	0	0	0	0	1	0	1	0	0	0	1
NIG-00036	niger_delta_chronic	2,024	peri_urban	15	male	0	fisher	0.74	pipeline_rupture	0	21.9	1,638	9.2	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00037	niger_delta_chronic	2,011	riverine_community	15	male	0	fisher	0.17	pipeline_rupture	12	121.9	9,142	22.1	1	1	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
NIG-00038	niger_delta_chronic	2,024	riverine_community	40	male	0	farmer	0.16	pipeline_rupture	9	98.3	4,299	37.9	1	0	0	0	1	0	0	0	0	1	0	0	0	0	1	1	0	0	0	1
NIG-00039	niger_delta_chronic	2,022	riverine_community	33	male	0	oil_worker	0.1	tanker	6	27.1	6,159	15.1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00040	niger_delta_chronic	2,013	rural_oilfield	37	male	0	fisher	6.11	flowline_leak	11	7.8	408	6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00041	niger_delta_chronic	2,020	rural_oilfield	43	male	0	fisher	0.5	flowline_leak	0	19.5	1,194	14.1	1	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00042	niger_delta_chronic	2,016	rural_oilfield	39	male	0	other	3.5	wellhead_blowout	12	25.7	418	9.8	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00043	niger_delta_chronic	2,014	rural_oilfield	38	male	0	oil_worker	0.5	pipeline_rupture	5	111.4	1,613	12.9	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1
NIG-00044	niger_delta_chronic	2,024	riverine_community	29	female	0	farmer	5.3	sabotage_theft	1	2.9	1,012	2.4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00045	niger_delta_chronic	2,016	peri_urban	11	female	1	fisher	1.94	flowline_leak	6	12.2	1,512	9.9	0	0	0	1	0	0	0	1	1	0	0	1	0	0	0	0	0	0	0	1
NIG-00046	niger_delta_chronic	2,018	peri_urban	52	male	0	trader	0.91	flowline_leak	7	41.1	9,716	1.9	0	0	0	1	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1
NIG-00047	niger_delta_chronic	2,016	peri_urban	54	female	0	farmer	0.34	sabotage_theft	6	13.9	1,270	7	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1
NIG-00048	niger_delta_chronic	2,019	rural_oilfield	41	male	0	farmer	1.55	sabotage_theft	11	30.9	7,058	23.2	1	0	0	1	0	0	0	0	0	0	1	0	0	0	1	1	0	0	0	0
NIG-00049	niger_delta_chronic	2,011	riverine_community	36	female	0	farmer	8.41	tanker	0	3.3	141	0.5	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
NIG-00050	niger_delta_chronic	2,018	peri_urban	33	male	0	oil_worker	0.26	wellhead_blowout	11	164	7,895	6.4	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00051	niger_delta_chronic	2,019	riverine_community	43	male	0	farmer	0.78	flowline_leak	8	79.8	1,772	12.2	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	1	0	0
NIG-00052	niger_delta_chronic	2,010	peri_urban	1	male	1	fisher	0.1	flowline_leak	1	48.1	14,603	28.4	1	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00053	niger_delta_chronic	2,019	peri_urban	17	male	0	fisher	1.14	pipeline_rupture	12	22.5	3,201	18.2	1	0	0	1	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0
NIG-00054	niger_delta_chronic	2,013	riverine_community	15	female	0	fisher	1.61	tanker	10	57.4	17,810	8.6	0	1	0	0	1	1	0	0	1	0	0	0	1	0	0	0	0	0	0	1
NIG-00055	niger_delta_chronic	2,012	rural_oilfield	24	female	0	fisher	3.29	pipeline_rupture	0	34.2	759	7	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00056	niger_delta_chronic	2,018	rural_oilfield	29	male	0	fisher	0.57	pipeline_rupture	9	21.3	1,553	43.4	1	1	0	1	1	0	0	0	0	0	0	0	0	1	0	1	1	0	0	1
NIG-00057	niger_delta_chronic	2,018	rural_oilfield	39	female	0	oil_worker	1.4	tanker	14	18.2	12,853	24	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00058	niger_delta_chronic	2,011	rural_oilfield	35	female	0	fisher	5.31	sabotage_theft	4	13.3	197	9.5	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
NIG-00059	niger_delta_chronic	2,020	rural_oilfield	21	male	0	fisher	1.94	sabotage_theft	1	10.3	585	2.2	0	1	0	1	0	0	0	0	0	1	0	0	0	1	0	1	0	0	0	1
NIG-00060	niger_delta_chronic	2,021	riverine_community	45	male	0	farmer	0.1	wellhead_blowout	7	29.8	1,246	11.1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00061	niger_delta_chronic	2,014	riverine_community	40	male	0	fisher	0.73	flowline_leak	4	122	1,991	2.7	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	1
NIG-00062	niger_delta_chronic	2,012	riverine_community	43	female	0	other	5.37	flowline_leak	12	12.1	552	8.9	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
NIG-00063	niger_delta_chronic	2,014	peri_urban	34	female	0	other	1.05	pipeline_rupture	2	45	4,253	3.3	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0
NIG-00064	niger_delta_chronic	2,011	riverine_community	7	male	1	farmer	1.85	wellhead_blowout	1	10.2	1,644	5.3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0
NIG-00065	niger_delta_chronic	2,022	riverine_community	28	male	0	farmer	2.66	wellhead_blowout	22	5.7	1,821	3.8	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00066	niger_delta_chronic	2,022	peri_urban	5	male	1	other	0.69	flowline_leak	10	6.2	4,344	3.9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00067	niger_delta_chronic	2,021	peri_urban	67	male	0	oil_worker	1.92	tanker	4	36.9	1,853	11.6	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00068	niger_delta_chronic	2,021	rural_oilfield	50	male	0	fisher	2.26	pipeline_rupture	7	55.1	1,071	2.3	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1
NIG-00069	niger_delta_chronic	2,017	rural_oilfield	35	male	0	other	6.54	wellhead_blowout	11	9.1	267	3.3	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
NIG-00070	niger_delta_chronic	2,020	peri_urban	31	female	0	trader	3.38	wellhead_blowout	1	13.9	504	5.3	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
NIG-00071	niger_delta_chronic	2,019	riverine_community	41	female	0	oil_worker	2.77	pipeline_rupture	2	12	807	2.9	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00072	niger_delta_chronic	2,024	rural_oilfield	35	female	0	trader	0.1	sabotage_theft	0	22.3	5,097	38.8	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1
NIG-00073	niger_delta_chronic	2,013	rural_oilfield	38	female	0	fisher	4.4	pipeline_rupture	10	10	619	6.5	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00074	niger_delta_chronic	2,017	peri_urban	18	female	0	trader	0.9	wellhead_blowout	10	65.2	2,640	14.7	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
NIG-00075	niger_delta_chronic	2,013	rural_oilfield	27	male	0	farmer	2.59	pipeline_rupture	13	33.1	474	12.2	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1
NIG-00076	niger_delta_chronic	2,015	rural_oilfield	53	male	0	farmer	0.3	flowline_leak	8	9.4	3,489	6	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
NIG-00077	niger_delta_chronic	2,013	peri_urban	30	female	0	other	0.1	flowline_leak	5	69.4	1,575	22.1	1	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
NIG-00078	niger_delta_chronic	2,015	peri_urban	16	male	0	farmer	0.39	sabotage_theft	3	129.8	939	49.9	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0
NIG-00079	niger_delta_chronic	2,021	riverine_community	5	female	1	fisher	3.92	wellhead_blowout	1	8.6	407	3.7	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
NIG-00080	niger_delta_chronic	2,012	riverine_community	55	male	0	fisher	2.26	wellhead_blowout	6	14.6	1,302	9.6	0	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	1	0	1
NIG-00081	niger_delta_chronic	2,012	riverine_community	48	male	0	fisher	0.68	wellhead_blowout	1	179.2	4,394	12.9	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00082	niger_delta_chronic	2,016	rural_oilfield	51	male	0	fisher	0.28	wellhead_blowout	11	32.6	6,281	6.4	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	1	1	0	0	0
NIG-00083	niger_delta_chronic	2,021	riverine_community	40	female	0	oil_worker	0.91	flowline_leak	0	162.1	3,051	16.6	1	0	0	0	1	1	1	0	0	1	1	0	0	0	0	0	1	0	0	1
NIG-00084	niger_delta_chronic	2,016	riverine_community	18	male	0	farmer	1	flowline_leak	13	74.5	2,225	8.3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
NIG-00085	niger_delta_chronic	2,020	riverine_community	27	female	0	oil_worker	7	pipeline_rupture	9	13.7	892	6.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00086	niger_delta_chronic	2,016	rural_oilfield	38	female	0	farmer	1.13	flowline_leak	9	20.4	1,752	14.2	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
NIG-00087	niger_delta_chronic	2,012	peri_urban	35	male	0	fisher	2.65	flowline_leak	4	15.5	662	20	1	1	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	1	1
NIG-00088	niger_delta_chronic	2,010	rural_oilfield	63	female	0	farmer	4.58	flowline_leak	8	9.1	412	15	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00089	niger_delta_chronic	2,019	peri_urban	27	female	0	trader	0.21	wellhead_blowout	11	104.8	8,073	59.6	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1
NIG-00090	niger_delta_chronic	2,023	rural_oilfield	39	male	0	fisher	4.86	pipeline_rupture	2	9.7	558	1.5	0	1	0	0	0	0	0	0	0	1	0	0	0	1	0	1	0	0	0	1
NIG-00091	niger_delta_chronic	2,018	rural_oilfield	14	female	1	fisher	3.59	flowline_leak	0	7.5	948	3.6	0	1	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	1
NIG-00092	niger_delta_chronic	2,018	rural_oilfield	32	female	0	farmer	2.44	sabotage_theft	11	158.3	3,341	2.2	0	0	0	1	0	0	0	0	0	0	0	1	1	0	1	1	0	0	0	1
NIG-00093	niger_delta_chronic	2,022	rural_oilfield	32	female	0	farmer	3.01	pipeline_rupture	14	20.8	1,775	8	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00094	niger_delta_chronic	2,014	riverine_community	31	male	0	trader	7.05	pipeline_rupture	13	19.6	1,960	2.6	0	0	0	0	1	1	0	0	0	1	0	0	0	0	0	0	0	0	0	1
NIG-00095	niger_delta_chronic	2,014	rural_oilfield	36	male	0	other	2.86	tanker	6	31.4	9,737	21	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00096	niger_delta_chronic	2,020	peri_urban	27	female	0	oil_worker	1.4	sabotage_theft	4	9.9	3,685	26.5	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
NIG-00097	niger_delta_chronic	2,020	peri_urban	19	male	0	farmer	0.83	flowline_leak	5	20.3	8,823	3.2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
NIG-00098	niger_delta_chronic	2,024	rural_oilfield	59	male	0	fisher	1.37	wellhead_blowout	6	16.8	991	13.6	1	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	1
NIG-00099	niger_delta_chronic	2,024	peri_urban	25	female	0	fisher	1.26	pipeline_rupture	0	13.7	785	9.9	0	1	0	0	0	0	0	0	0	0	0	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.

Oil Spill Contamination & Community Health in Sub-Saharan Africa

Abstract

Synthetic dataset modelling oil spill contamination, environmental exposure, and health/livelihood impacts across three settings in SSA. The Niger Delta has experienced ~7,000 oil spills since 1970. UNEP (2011) found drinking water contaminated with benzene at 900x WHO guideline in Ogoniland.

Parameterization Evidence

Parameter	Value	Source	Year
Extensive oil contamination in Ogoniland	SSA data	PMC3758819	2013
Benzene 900x WHO guideline in drinking water	Contamination	UNEP Ogoniland Assessment	2011
240,000 barrels average spill; respiratory/skin/cancer effects	Health	PMC3644738	2013
~7,000 oil spills 1970-2000 in Niger Delta	Frequency	UNEP	2011

Validation

Usage

from datasets import load_dataset
ds = load_dataset("electricsheepafrica/oil-spill-community-health", "niger_delta_chronic")

References

UNEP. Environmental Assessment of Ogoniland. 2011.
PMC3758819. Oil contamination in Ogoniland. 2013.
PMC3644738. Human health implications of crude oil spills in Niger Delta. 2013.

Citation

@dataset{electricsheepafrica_oil_spill_community_health_2025,
  title={Oil Spill Contamination and Community Health in Sub-Saharan Africa},
  author={Electric Sheep Africa},
  year={2025},
  publisher={HuggingFace},
  url={https://huggingface.co/datasets/electricsheepafrica/oil-spill-community-health}
}

License

CC-BY-4.0

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