Split (1)

train · 5k rows

record_id stringlengths 12 12	site_id stringclasses 988 values	country stringclasses 8 values	mineral_type stringclasses 8 values	age int64 14 65	gender stringclasses 2 values	education_level stringclasses 4 values	years_in_mining float64 0 39	is_primary_income bool 2 classes	role stringclasses 7 values	hours_per_day int64 4 16	days_per_week int64 5 7	uses_ppe bool 2 classes	has_training bool 2 classes	site_size stringclasses 4 values	formalization_status stringclasses 4 values	uses_mercury bool 2 classes	has_water_access bool 2 classes	depth_meters float64 1 100	monthly_production_kg float64 0.01 99.3k	monthly_income_usd float64 25.1 1.87k	sells_to stringclasses 5 values	injury_past_year bool 2 classes	respiratory_symptoms bool 2 classes	mercury_exposure_symptoms bool 2 classes	survey_year int64 2.02k 2.02k
ASM-418B83A2	SITE-0089	ghana	diamond	15	male	primary	1	false	processor	5	6	false	false	individual	informal	false	false	6	0.11	50.29	licensed_buyer	false	true	true	2,024
ASM-DB802A75	SITE-0773	tanzania	coal	27	female	tertiary	2.9	true	site_owner	7	5	false	true	small_group	licensed	false	true	1	28.617	994.56	licensed_buyer	false	false	false	2,019
ASM-D1F90BEE	SITE-0654	burkina_faso	gold	23	male	primary	0.5	true	transporter	6	7	false	false	small_group	semi_formal	true	true	7.2	0.083	96.51	local_trader	false	true	false	2,023
ASM-F1FF72B2	SITE-0438	mali	gold	34	male	tertiary	8.9	true	equipment_owner	10	6	false	false	individual	informal	true	false	56.5	0.028	1,044.13	local_trader	false	false	true	2,023
ASM-73ABE6E4	SITE-0433	zimbabwe	diamond	25	male	secondary	11	false	processor	10	6	false	false	individual	licensed	false	true	1.6	0.174	100.14	licensed_buyer	true	true	false	2,019
ASM-D3244E45	SITE-0858	ghana	coal	28	male	primary	9.2	true	support_services	9	7	false	false	individual	semi_formal	false	true	24.4	11.052	190.98	licensed_buyer	true	false	false	2,022
ASM-D820A9E9	SITE-0085	burkina_faso	other	28	male	none	12.6	true	site_owner	8	6	false	false	large	semi_formal	false	false	15.5	215.69	1,052.83	licensed_buyer	false	false	false	2,021
ASM-64DD03E2	SITE-0697	burkina_faso	gemstones	33	male	none	5.6	true	digger	10	6	false	false	small_group	informal	false	false	1.8	0.587	240.81	local_trader	true	true	false	2,020
ASM-FBEEEA82	SITE-0201	drc	coltan	28	male	secondary	12.8	false	processor	10	6	false	false	large	licensed	false	true	10.3	310.126	64.82	local_trader	false	false	false	2,024
ASM-058EA633	SITE-0094	tanzania	coltan	22	male	primary	8	true	processor	7	6	false	false	small_group	licensed	false	true	10.2	20.125	192.1	local_trader	true	false	false	2,023
ASM-CEFB5F60	SITE-0526	drc	coltan	34	male	secondary	5.6	true	digger	7	6	false	false	individual	licensed	false	false	17.5	9.776	58.93	cooperative	false	false	false	2,022
ASM-663AF110	SITE-0975	drc	diamond	44	female	primary	12.4	true	processor	10	5	true	false	individual	informal	false	false	6.5	0.076	57.61	local_trader	false	false	false	2,023
ASM-1167443B	SITE-0735	ghana	gold	34	male	secondary	4.4	true	transporter	9	6	false	false	small_group	cooperative	false	false	14.1	0.046	274.45	licensed_buyer	false	true	false	2,023
ASM-B754462E	SITE-0761	ghana	tin	27	male	secondary	13	true	processor	10	6	false	false	individual	informal	false	false	11.6	6.181	75.88	local_trader	true	true	false	2,024
ASM-980A3576	SITE-0717	ethiopia	coal	32	male	none	2.3	true	buyer_agent	7	5	false	true	small_group	informal	false	true	2.2	48.791	169.57	direct_export	false	true	false	2,019
ASM-A613774C	SITE-0786	mali	diamond	14	male	primary	0	true	digger	7	7	false	false	medium	semi_formal	false	false	2.7	0.562	192.89	licensed_buyer	true	true	false	2,021
ASM-B5D78040	SITE-0513	ghana	sand_gravel	32	male	primary	8.3	true	buyer_agent	9	5	false	false	small_group	semi_formal	false	false	2.6	6,230.556	863.22	cooperative	true	false	false	2,020
ASM-DD109B46	SITE-0128	ethiopia	tin	29	male	secondary	5.6	true	digger	7	6	false	false	medium	informal	false	false	2.2	77.026	292.54	licensed_buyer	false	false	false	2,023
ASM-152B2193	SITE-0839	drc	gold	24	male	secondary	5.4	false	buyer_agent	5	6	false	false	large	informal	true	true	14.3	0.867	744.27	licensed_buyer	false	false	true	2,020
ASM-30097E91	SITE-0450	ethiopia	gold	25	male	primary	7.7	true	digger	7	7	false	true	individual	informal	true	true	2	0.015	151.58	local_trader	false	false	true	2,022
ASM-D705F865	SITE-0500	ethiopia	gold	29	male	secondary	15	true	processor	8	6	false	true	small_group	licensed	true	true	15.3	0.067	148.94	local_trader	false	false	false	2,022
ASM-A845643D	SITE-0370	drc	gold	43	male	primary	9.6	true	support_services	12	6	false	false	small_group	informal	true	true	2	0.087	249.09	cooperative	false	true	false	2,023
ASM-758B2145	SITE-0182	zimbabwe	diamond	44	male	none	1.4	true	digger	7	6	false	false	individual	semi_formal	false	true	3.6	0.464	65.12	processing_plant	false	false	false	2,023
ASM-EE06E117	SITE-0926	tanzania	gold	24	male	secondary	1.9	true	equipment_owner	8	7	false	false	individual	cooperative	true	false	16.8	0.015	924.95	local_trader	false	false	false	2,024
ASM-A9EA419B	SITE-0781	mali	gold	28	male	primary	9.6	false	processor	13	6	false	false	individual	cooperative	false	false	23.5	0.034	412.79	licensed_buyer	false	false	false	2,022
ASM-EE5613BD	SITE-0643	ethiopia	gold	28	male	secondary	14	true	processor	6	5	false	false	medium	informal	true	true	8.4	0.084	233.34	local_trader	false	false	false	2,019
ASM-40BCF1EC	SITE-0402	mali	gemstones	41	male	primary	4	false	transporter	10	7	false	false	medium	semi_formal	false	false	7.4	0.946	235.23	local_trader	false	true	false	2,023
ASM-5E112CA2	SITE-0822	mali	gemstones	34	male	primary	9.2	true	digger	7	5	false	false	individual	informal	false	true	5.2	0.379	288.16	licensed_buyer	false	true	false	2,021
ASM-A0961435	SITE-0545	mali	gold	34	male	primary	16.4	true	transporter	9	6	false	false	individual	semi_formal	false	true	10	0.043	276.28	local_trader	true	false	false	2,024
ASM-2E3BB815	SITE-0443	tanzania	gold	38	male	primary	10.3	true	digger	13	6	false	false	medium	informal	true	true	17.1	0.137	274.93	cooperative	false	false	false	2,020
ASM-80A107F1	SITE-0450	tanzania	gold	27	male	none	8.6	true	transporter	10	7	true	false	medium	licensed	true	false	11	0.248	101.85	local_trader	false	true	false	2,020
ASM-8E00DEA2	SITE-0227	tanzania	gold	47	male	secondary	6.3	false	transporter	9	7	false	false	individual	semi_formal	true	false	13.1	0.037	123.19	local_trader	false	true	true	2,022
ASM-67EBAA9E	SITE-0092	tanzania	gold	33	male	primary	7	true	digger	7	6	false	false	medium	informal	true	true	9.1	0.137	145.36	local_trader	false	false	true	2,023
ASM-F08535CA	SITE-0554	ghana	gold	24	male	primary	10	false	digger	8	6	false	false	medium	cooperative	true	false	16.6	0.116	425.8	direct_export	false	true	false	2,023
ASM-25599499	SITE-0887	burkina_faso	gold	31	female	primary	14	true	transporter	7	6	false	false	individual	cooperative	true	true	7.2	0.038	239.58	local_trader	false	true	false	2,019
ASM-BE14B97F	SITE-0063	tanzania	other	45	male	primary	13.8	true	digger	6	5	false	false	small_group	informal	false	true	3.7	86.541	241.41	licensed_buyer	false	true	false	2,024
ASM-55C1B186	SITE-0858	nigeria	diamond	29	male	primary	4.6	true	transporter	4	6	false	false	individual	semi_formal	false	false	1.8	0.113	101.48	licensed_buyer	true	true	false	2,021
ASM-1CFB3345	SITE-0827	zimbabwe	gemstones	42	male	secondary	0.5	true	support_services	7	7	false	true	individual	cooperative	false	false	3.1	0.275	66.7	licensed_buyer	false	true	false	2,023
ASM-4E802A84	SITE-0276	ghana	gold	27	female	secondary	5.7	true	digger	8	6	false	false	small_group	licensed	false	false	15.8	0.038	446.05	local_trader	false	true	false	2,020
ASM-791AEDDA	SITE-0631	drc	gold	25	male	primary	11	true	processor	11	6	false	false	individual	licensed	false	true	2	0.012	146.34	licensed_buyer	false	true	false	2,023
ASM-4047FC1F	SITE-0165	drc	sand_gravel	40	male	primary	23.7	false	buyer_agent	7	6	false	false	medium	semi_formal	false	true	2.3	9,138.71	189.94	processing_plant	false	true	true	2,019
ASM-B57427A8	SITE-0758	drc	gold	24	female	none	3.4	true	support_services	9	7	false	false	small_group	informal	false	true	2	0.084	161.92	local_trader	true	false	false	2,020
ASM-71798F25	SITE-0700	zimbabwe	tin	41	male	primary	12.4	true	digger	5	6	false	false	medium	informal	false	true	7.8	87.574	282.94	local_trader	false	true	false	2,022
ASM-D4CC8849	SITE-0354	ethiopia	other	37	male	secondary	4.8	false	equipment_owner	7	5	false	false	small_group	informal	false	false	4	97.256	135.08	local_trader	true	true	false	2,023
ASM-4F40DB26	SITE-0067	drc	coltan	24	male	primary	10	true	digger	4	6	false	false	small_group	semi_formal	false	true	2.6	17.274	130.52	licensed_buyer	false	false	false	2,020
ASM-80710654	SITE-0970	zimbabwe	gold	32	male	secondary	14.7	false	site_owner	13	5	false	false	small_group	cooperative	true	false	27.9	0.093	1,326.97	local_trader	false	true	false	2,021
ASM-840052DA	SITE-0445	burkina_faso	diamond	28	male	none	10.1	false	processor	9	7	false	false	individual	informal	false	true	1.7	0.112	143.9	direct_export	true	false	false	2,022
ASM-71D1CCAB	SITE-0893	ethiopia	gold	36	male	secondary	10.6	true	digger	9	6	false	true	individual	semi_formal	true	false	3.8	0.045	68.81	licensed_buyer	false	false	false	2,021
ASM-43B65A5A	SITE-0677	zimbabwe	gold	52	male	secondary	18.3	false	processor	10	5	false	false	individual	informal	true	false	8	0.01	332.92	cooperative	true	false	false	2,023
ASM-9DBE8C16	SITE-0778	zimbabwe	gold	29	male	secondary	1.5	true	digger	14	7	false	true	small_group	informal	false	true	2.5	0.03	169.25	cooperative	false	true	false	2,024
ASM-23F11A2E	SITE-0759	drc	sand_gravel	38	female	secondary	7.5	true	processor	8	6	false	false	medium	informal	false	true	4.5	24,987.478	108.17	cooperative	true	false	false	2,022
ASM-DB502232	SITE-0194	drc	tin	33	male	none	3.1	true	processor	7	6	false	false	individual	informal	false	false	11.3	18.899	167.02	processing_plant	false	false	false	2,022
ASM-60063EF6	SITE-0363	tanzania	gold	33	male	secondary	10.5	false	support_services	13	6	false	false	individual	semi_formal	true	true	53.8	0.033	276.49	licensed_buyer	true	true	false	2,020
ASM-12422525	SITE-0466	burkina_faso	gold	31	female	primary	9	true	processor	6	7	false	false	medium	semi_formal	true	true	2	0.264	225.84	local_trader	false	true	true	2,022
ASM-3883252A	SITE-0497	zimbabwe	tin	24	male	primary	10	true	transporter	11	6	false	false	small_group	informal	false	false	10.6	10.18	45.41	licensed_buyer	false	false	false	2,021
ASM-1292A3EF	SITE-0043	tanzania	sand_gravel	36	male	none	2.7	true	digger	8	6	false	false	individual	cooperative	false	false	1.1	4,422.133	190.86	licensed_buyer	false	true	false	2,024
ASM-883C617E	SITE-0546	ghana	gold	30	male	none	16	true	support_services	9	7	false	false	individual	informal	true	false	2	0.02	132.66	local_trader	false	false	true	2,024
ASM-A704FCA6	SITE-0154	ethiopia	gold	24	male	secondary	10	true	processor	6	6	false	false	individual	semi_formal	false	false	30.8	0.047	100.15	local_trader	false	true	false	2,021
ASM-505232C7	SITE-0743	drc	sand_gravel	43	male	primary	5.6	true	digger	14	5	false	false	individual	informal	false	true	1	2,564.543	95.66	licensed_buyer	false	true	false	2,019
ASM-DBAC472E	SITE-0683	ghana	sand_gravel	34	female	primary	14	false	transporter	8	6	false	false	small_group	informal	false	false	2.4	8,133.18	161.9	licensed_buyer	false	false	false	2,020
ASM-1FE65B41	SITE-0922	tanzania	sand_gravel	31	male	none	0.9	false	digger	7	6	false	false	individual	semi_formal	false	true	20.9	3,712.848	368.7	local_trader	true	false	false	2,019
ASM-FA419283	SITE-0744	tanzania	gold	46	male	primary	3.1	false	digger	10	6	false	false	medium	informal	true	true	40.6	0.049	505.4	licensed_buyer	true	true	false	2,023
ASM-C286CC62	SITE-0366	nigeria	gold	15	female	secondary	1	true	digger	7	6	false	false	small_group	semi_formal	true	false	12.7	0.033	478.77	local_trader	false	false	true	2,023
ASM-F60FC3A0	SITE-0967	drc	gold	46	male	secondary	6.3	true	processor	9	6	false	false	individual	informal	true	false	6.8	0.032	150.6	processing_plant	false	true	false	2,022
ASM-E08248B4	SITE-0410	tanzania	gold	24	male	primary	10	true	digger	6	7	false	false	large	informal	true	true	2	0.34	356.26	cooperative	true	true	false	2,024
ASM-079F99D4	SITE-0325	drc	sand_gravel	35	male	primary	12.7	true	site_owner	9	6	false	false	large	licensed	false	false	8	82,145.09	307.6	local_trader	true	false	false	2,022
ASM-506C961F	SITE-0905	ghana	gold	27	female	none	13	true	digger	7	6	false	false	large	semi_formal	false	false	32.1	0.847	281.17	local_trader	true	false	false	2,022
ASM-1E418921	SITE-0370	ghana	tin	24	male	primary	2.3	true	digger	7	6	false	false	individual	semi_formal	false	true	2	3.36	287.45	local_trader	true	false	false	2,024
ASM-F2B61C30	SITE-0076	tanzania	sand_gravel	46	female	primary	6.3	false	digger	7	6	false	false	small_group	cooperative	false	true	5.4	6,626.838	116.63	local_trader	false	true	false	2,019
ASM-B7D29CE6	SITE-0469	burkina_faso	other	52	male	tertiary	3	true	processor	10	7	false	false	small_group	semi_formal	false	false	9.3	99.311	262.58	local_trader	false	false	false	2,024
ASM-2BEDA062	SITE-0795	ghana	tin	31	female	none	10.1	true	digger	8	7	false	false	small_group	informal	false	false	5.7	24.092	287.69	local_trader	true	false	false	2,023
ASM-680B7BBE	SITE-0189	drc	sand_gravel	36	male	primary	2.3	true	digger	8	5	false	false	small_group	semi_formal	false	false	1	8,695.397	264.79	local_trader	false	false	false	2,020
ASM-5C5F5ABD	SITE-0462	nigeria	gold	34	male	secondary	9.2	true	digger	9	5	false	false	small_group	informal	true	true	8.3	0.024	505.6	local_trader	false	false	false	2,021
ASM-24B2B153	SITE-0129	mali	gold	50	male	primary	4.3	true	support_services	11	6	false	false	individual	informal	true	false	11	0.038	108.28	cooperative	false	true	true	2,021
ASM-F6712EA3	SITE-0686	drc	gold	14	male	secondary	0	false	digger	7	6	false	false	small_group	semi_formal	true	true	7.6	0.033	534.79	local_trader	false	false	true	2,020
ASM-58C6B95F	SITE-0475	tanzania	other	37	male	primary	7.8	true	digger	9	6	false	true	large	semi_formal	false	false	4.7	389.973	174.46	local_trader	true	false	false	2,021
ASM-E29E533C	SITE-0330	tanzania	sand_gravel	26	male	primary	1.9	true	processor	7	5	false	false	small_group	semi_formal	false	false	1	5,712.682	141.66	cooperative	false	false	false	2,020
ASM-2AD9ED85	SITE-0226	mali	gold	14	male	primary	0	true	processor	8	6	false	false	large	informal	false	false	16.4	0.949	379.43	cooperative	false	true	false	2,024
ASM-49486E18	SITE-0564	ghana	gold	29	male	primary	15	true	digger	11	5	false	false	individual	semi_formal	false	true	15.7	0.036	492.45	local_trader	false	false	false	2,020
ASM-61205279	SITE-0669	burkina_faso	gold	51	male	secondary	13.6	false	buyer_agent	4	5	false	false	small_group	informal	true	false	7.8	0.093	984.91	direct_export	false	false	false	2,020
ASM-2C45B08A	SITE-0940	ghana	gold	26	male	none	5.5	false	transporter	7	6	false	true	small_group	informal	true	false	39.2	0.078	174.41	local_trader	false	true	false	2,019
ASM-0117A760	SITE-0437	mali	gemstones	41	male	primary	11.8	true	processor	8	7	false	false	small_group	semi_formal	false	true	2.8	0.79	271.23	licensed_buyer	true	false	false	2,019
ASM-EB7C74EA	SITE-0160	ghana	gold	45	male	tertiary	16.8	false	processor	9	7	false	false	individual	informal	true	true	12.3	0.044	364.72	cooperative	false	true	true	2,020
ASM-400A8C73	SITE-0832	ethiopia	gemstones	33	male	primary	7.2	true	site_owner	11	6	false	false	individual	semi_formal	false	false	1	0.214	631.85	local_trader	false	true	false	2,023
ASM-9E7594A0	SITE-0629	ghana	coltan	34	male	none	7.4	false	digger	5	6	false	false	small_group	informal	false	true	8.3	32.89	172.05	local_trader	false	true	false	2,024
ASM-8831BA04	SITE-0700	drc	gold	16	female	secondary	2	true	support_services	11	5	false	false	individual	semi_formal	false	false	2	0.043	172.03	licensed_buyer	false	false	false	2,024
ASM-4361F1C9	SITE-0097	zimbabwe	gold	26	female	none	12	false	digger	10	7	false	false	individual	informal	false	true	9	0.039	504.2	local_trader	false	false	false	2,024
ASM-BE3C48D3	SITE-0312	ethiopia	other	42	male	secondary	9.4	false	processor	8	5	false	false	medium	informal	false	true	13.5	218.945	254.73	local_trader	true	false	false	2,019
ASM-D1693113	SITE-0767	drc	coltan	34	male	none	12.4	true	digger	6	7	false	false	medium	licensed	false	true	29.6	37.212	59.18	cooperative	false	false	false	2,022
ASM-BEFA0E99	SITE-0832	drc	gold	37	male	secondary	6.9	true	transporter	7	6	false	false	medium	informal	false	true	36.8	0.289	271.23	licensed_buyer	false	false	false	2,019
ASM-1BF85746	SITE-0435	nigeria	gold	34	male	none	6.8	true	equipment_owner	11	7	false	false	small_group	licensed	true	false	9.7	0.039	835.52	direct_export	false	false	true	2,020
ASM-C7B3AC29	SITE-0804	mali	sand_gravel	55	male	primary	12.7	true	transporter	9	6	false	false	small_group	informal	false	false	2.6	5,035.115	61.39	local_trader	false	true	false	2,023
ASM-1F719C62	SITE-0841	tanzania	gemstones	29	female	tertiary	4.9	true	digger	8	6	false	false	small_group	informal	false	true	1	0.209	48.08	licensed_buyer	false	false	false	2,021
ASM-5161922F	SITE-0387	ghana	gemstones	49	female	primary	3.5	true	site_owner	7	5	false	false	medium	informal	false	true	1.1	0.505	615.68	direct_export	false	true	false	2,024
ASM-F03B68F8	SITE-0898	zimbabwe	coltan	34	male	primary	4.7	true	support_services	10	6	false	false	small_group	informal	false	true	19.4	11.747	65.51	local_trader	true	true	false	2,022
ASM-1B2B93E2	SITE-0288	mali	sand_gravel	50	male	none	6.6	true	digger	8	6	false	false	individual	informal	false	false	1	3,390.965	126.63	cooperative	false	false	false	2,021
ASM-2D76B0CB	SITE-0239	ghana	gold	21	male	none	7	false	digger	8	7	false	true	small_group	informal	true	true	2	0.04	373.88	local_trader	true	false	true	2,024
ASM-2AAEAE88	SITE-0682	drc	coal	35	male	primary	5.5	true	processor	8	6	false	false	small_group	cooperative	false	false	3.9	89.734	167.9	local_trader	false	false	false	2,022
ASM-E9E34A97	SITE-0636	burkina_faso	gold	29	male	primary	6	true	site_owner	7	7	false	false	small_group	informal	true	false	2	0.017	571.65	licensed_buyer	false	true	false	2,022
ASM-A99BB9A0	SITE-0139	burkina_faso	coltan	34	male	primary	10.4	true	digger	7	6	false	false	large	informal	false	false	16.6	126.583	341.05	local_trader	false	false	false	2,022

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