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-50F11F0F	SITE-0988	zimbabwe	gold	31	male	primary	16.7	true	processor	6	7	false	false	small_group	informal	true	false	40.2	0.095	185.18	local_trader	false	true	true	2,021
ASM-E9A38E96	SITE-0948	ethiopia	gold	14	male	none	0	true	processor	7	6	false	false	individual	licensed	true	true	15.3	0.033	104.59	cooperative	false	true	true	2,024
ASM-0B5DD608	SITE-0313	tanzania	gold	32	male	primary	7.7	true	transporter	11	7	false	false	individual	licensed	false	false	9.4	0.024	326.74	local_trader	true	false	false	2,023
ASM-EED96C74	SITE-0756	ghana	coltan	38	male	secondary	8	false	processor	7	6	false	false	small_group	informal	false	true	43.6	17.082	42.78	licensed_buyer	true	true	false	2,024
ASM-D25E601D	SITE-0210	zimbabwe	coltan	40	male	none	5.1	false	digger	9	7	false	true	small_group	informal	false	true	4.9	24.013	62.77	local_trader	false	false	false	2,019
ASM-0E8056E2	SITE-0471	ghana	tin	24	male	primary	3.6	true	site_owner	10	5	false	false	medium	informal	false	false	19.1	104.167	547.26	local_trader	true	true	false	2,023
ASM-800BCAC5	SITE-0240	tanzania	tin	30	female	none	4.1	true	digger	9	7	false	false	individual	licensed	false	false	8.7	7.046	116.26	licensed_buyer	false	true	false	2,020
ASM-E9E312C8	SITE-0486	drc	gold	43	male	secondary	8.5	false	digger	6	7	false	false	individual	cooperative	false	true	19.5	0.015	415.83	local_trader	false	false	false	2,021
ASM-E82D91FD	SITE-0872	zimbabwe	gold	32	male	primary	14.8	false	processor	7	7	false	true	individual	informal	true	false	2.1	0.015	444.68	local_trader	false	true	false	2,021
ASM-C88EBE7F	SITE-0436	ghana	gold	18	female	secondary	4	true	digger	8	7	false	false	small_group	semi_formal	false	false	11.1	0.057	301.2	licensed_buyer	false	true	true	2,020
ASM-0E7D9B17	SITE-0092	burkina_faso	diamond	45	male	primary	16.9	false	site_owner	10	7	false	false	individual	informal	false	false	1.2	0.224	1,155.25	licensed_buyer	false	false	true	2,021
ASM-37D4784B	SITE-0324	tanzania	gold	31	male	tertiary	17	true	support_services	10	5	false	false	individual	semi_formal	false	true	31	0.047	214.85	licensed_buyer	false	true	false	2,020
ASM-25B84257	SITE-0786	tanzania	coal	44	male	none	27	true	support_services	9	7	false	false	large	informal	false	true	11	491.441	50.04	cooperative	false	true	false	2,020
ASM-F2FA6A2B	SITE-0521	drc	gold	19	female	secondary	5	true	digger	10	5	false	true	small_group	informal	true	false	23.7	0.072	501.44	local_trader	true	false	true	2,023
ASM-7827ECD9	SITE-0560	nigeria	tin	32	male	primary	2.5	false	support_services	5	7	false	false	medium	informal	false	false	3.6	103.854	163.48	local_trader	false	false	false	2,023
ASM-42877CB9	SITE-0431	mali	gold	38	male	primary	11.9	true	digger	9	6	false	false	small_group	licensed	true	false	2	0.085	219.46	licensed_buyer	false	false	true	2,019
ASM-759B4436	SITE-0292	zimbabwe	gold	32	male	secondary	5.8	false	processor	8	6	false	false	medium	informal	true	true	9.4	0.092	266.14	direct_export	false	true	false	2,021
ASM-06732C81	SITE-0598	tanzania	coal	21	male	tertiary	4.2	true	digger	9	6	false	false	small_group	informal	false	true	4	76.677	108.19	direct_export	false	false	false	2,022
ASM-229A8675	SITE-0633	ethiopia	gold	14	male	secondary	0	true	equipment_owner	10	6	false	false	individual	semi_formal	false	true	15.7	0.034	307.68	local_trader	true	false	false	2,024
ASM-3E4A5E53	SITE-0898	tanzania	gold	48	female	primary	21.4	true	digger	6	7	false	false	small_group	informal	true	true	31.7	0.054	205.56	cooperative	false	false	false	2,019
ASM-932CB2C9	SITE-0617	drc	gold	35	male	primary	16.8	false	transporter	8	7	false	true	large	informal	true	false	6.9	0.855	284.62	local_trader	false	true	false	2,024
ASM-778F363F	SITE-0995	ghana	coal	45	male	none	8.6	true	site_owner	11	6	false	false	medium	informal	false	true	17.8	137.964	178.95	licensed_buyer	false	true	false	2,022
ASM-9907FF07	SITE-0826	burkina_faso	gold	42	male	primary	13.3	true	processor	9	6	false	false	individual	informal	false	false	47	0.01	236.76	local_trader	false	false	false	2,021
ASM-52CD11C7	SITE-0078	mali	sand_gravel	39	female	primary	10.8	true	site_owner	8	6	false	false	large	informal	false	false	1.2	16,756.862	768.43	local_trader	false	false	false	2,019
ASM-0C2DD090	SITE-0392	zimbabwe	other	30	male	none	6.9	true	digger	6	6	false	false	small_group	licensed	false	false	12.2	69.082	211.69	processing_plant	true	true	false	2,024
ASM-7A1EFE86	SITE-0384	burkina_faso	gemstones	38	male	none	4.7	true	digger	10	6	false	false	small_group	semi_formal	false	false	1.6	0.543	286.81	licensed_buyer	false	false	false	2,019
ASM-71639B63	SITE-0003	zimbabwe	gold	47	male	secondary	7.8	true	processor	6	6	false	false	individual	semi_formal	false	false	6.8	0.04	134.12	local_trader	false	false	false	2,019
ASM-3A046F6B	SITE-0180	drc	tin	34	male	none	13.9	true	transporter	8	5	false	false	small_group	informal	false	true	25.6	36.465	244.62	local_trader	false	false	false	2,023
ASM-B30601A8	SITE-0762	mali	gold	52	male	primary	23	true	digger	8	7	false	false	small_group	semi_formal	true	false	8.3	0.068	313.2	local_trader	false	false	true	2,022
ASM-E0574724	SITE-0352	zimbabwe	sand_gravel	18	male	none	4	true	equipment_owner	9	7	false	false	medium	informal	false	true	7.1	18,617.218	787.6	local_trader	false	true	false	2,021
ASM-34A6EAA1	SITE-0147	drc	diamond	17	male	primary	3	true	digger	7	7	false	false	large	licensed	false	true	6.2	3.051	347.7	licensed_buyer	false	false	false	2,021
ASM-C22C0888	SITE-0287	tanzania	gold	43	male	none	3.8	true	transporter	8	5	false	false	medium	semi_formal	true	false	10.3	0.189	127.61	local_trader	false	false	false	2,023
ASM-E7749819	SITE-0274	ghana	gold	25	male	secondary	10.6	true	digger	7	7	false	false	individual	semi_formal	true	true	7	0.029	556.56	local_trader	true	false	false	2,022
ASM-7FB83A77	SITE-0174	drc	gemstones	53	female	none	1.4	true	processor	8	5	false	true	individual	informal	false	true	1.1	0.333	207.77	licensed_buyer	false	false	false	2,022
ASM-3E3D00F7	SITE-0101	zimbabwe	sand_gravel	46	male	none	32	true	processor	9	5	false	false	small_group	informal	false	false	1.6	5,662.051	106.68	licensed_buyer	false	false	false	2,019
ASM-BC3402C1	SITE-0764	tanzania	diamond	49	female	none	11.9	false	processor	8	6	false	false	individual	informal	false	false	1	0.318	171.19	local_trader	true	true	true	2,023
ASM-3E08D836	SITE-0824	ghana	diamond	42	male	primary	19	false	digger	8	6	false	false	small_group	informal	false	false	7.6	0.791	141.6	processing_plant	true	true	false	2,019
ASM-2E5C8910	SITE-0496	ethiopia	gemstones	24	female	primary	10	true	processor	9	7	false	true	individual	informal	false	false	1	0.454	236.04	cooperative	false	false	true	2,024
ASM-781BA013	SITE-0615	tanzania	gemstones	16	male	none	2	true	digger	11	7	false	false	individual	informal	false	false	7.5	0.296	308.93	licensed_buyer	false	false	false	2,024
ASM-36F2D746	SITE-0919	ethiopia	gemstones	48	female	secondary	11.2	true	digger	10	6	false	false	individual	informal	false	true	1	0.44	173.02	licensed_buyer	true	true	false	2,019
ASM-3FCD8D53	SITE-0842	drc	gold	18	male	primary	4	true	digger	6	6	false	false	medium	semi_formal	true	false	57.1	0.198	407.24	licensed_buyer	false	false	false	2,021
ASM-303E975F	SITE-0032	tanzania	tin	49	male	none	6.4	true	buyer_agent	10	5	false	true	small_group	informal	false	true	12.1	18.055	267.56	local_trader	false	false	false	2,021
ASM-EFA89439	SITE-0952	nigeria	sand_gravel	40	male	none	8.7	false	digger	11	7	true	false	small_group	licensed	false	false	1	4,620.056	149.94	local_trader	false	false	false	2,019
ASM-29987A31	SITE-0066	ghana	gold	32	male	primary	14.9	true	processor	10	6	false	false	small_group	semi_formal	false	false	2	0.08	308.37	cooperative	false	false	false	2,021
ASM-55FCDF28	SITE-0026	mali	gold	37	male	primary	2.5	false	digger	4	6	false	false	individual	informal	false	false	11.1	0.028	193.11	processing_plant	false	false	false	2,019
ASM-EF209B66	SITE-0403	nigeria	gold	38	male	primary	8.5	true	transporter	9	7	false	false	medium	informal	false	false	50.7	0.243	266.11	licensed_buyer	true	false	false	2,020
ASM-8A607BCA	SITE-0745	zimbabwe	gold	31	male	secondary	7.7	true	digger	11	6	false	false	small_group	informal	true	true	17.2	0.064	140.07	processing_plant	true	true	true	2,023
ASM-2BF986F5	SITE-0080	nigeria	gemstones	47	female	none	1.3	true	digger	8	5	false	false	individual	informal	false	true	2.3	0.093	266.05	local_trader	false	true	false	2,022
ASM-15090CB3	SITE-0292	nigeria	gold	47	male	primary	12.5	true	support_services	14	7	false	false	small_group	informal	false	true	15.8	0.056	109.91	local_trader	false	false	false	2,020
ASM-F2BE30C9	SITE-0262	tanzania	diamond	35	male	primary	9.9	true	support_services	4	5	false	false	individual	informal	false	false	22.4	0.285	102.01	processing_plant	false	false	false	2,019
ASM-E4F08C2E	SITE-0397	drc	gold	27	male	primary	8.4	false	digger	9	5	false	false	small_group	informal	true	true	7.3	0.075	349.28	licensed_buyer	false	false	false	2,020
ASM-F880F8D0	SITE-0986	nigeria	sand_gravel	46	male	primary	16.9	true	transporter	10	6	false	false	medium	informal	false	true	1	24,741.757	51.9	licensed_buyer	true	true	false	2,024
ASM-841B1913	SITE-0331	burkina_faso	gemstones	14	male	primary	0	false	buyer_agent	9	6	false	true	medium	informal	false	true	9.9	0.754	564.61	local_trader	false	true	false	2,020
ASM-C387705A	SITE-0208	tanzania	diamond	37	male	primary	15.9	false	support_services	9	7	false	false	individual	semi_formal	false	false	9.9	0.338	171.25	licensed_buyer	false	false	false	2,020
ASM-2868CA0E	SITE-0122	nigeria	coal	40	female	secondary	7.8	false	digger	6	7	false	false	small_group	semi_formal	false	true	2.8	74.43	356.32	local_trader	false	false	false	2,021
ASM-4990CB64	SITE-0198	nigeria	gold	25	female	none	6.3	false	site_owner	7	6	false	false	small_group	informal	true	false	13.8	0.086	1,354.2	cooperative	false	true	false	2,023
ASM-91E07D64	SITE-0133	mali	gemstones	43	male	primary	9.7	true	digger	10	5	false	false	individual	informal	false	false	9.6	0.286	284.86	local_trader	true	false	false	2,021
ASM-396F0B7A	SITE-0573	burkina_faso	coal	33	male	secondary	11.6	false	transporter	4	6	true	true	individual	licensed	false	true	8.7	9.224	235.16	processing_plant	false	false	false	2,020
ASM-CFD44D69	SITE-0420	ethiopia	gold	28	female	primary	13.6	true	processor	10	7	false	false	small_group	licensed	false	true	12.4	0.022	422.35	direct_export	false	true	false	2,021
ASM-F3096AC1	SITE-0497	ethiopia	other	43	male	secondary	4.2	true	transporter	8	6	false	false	individual	informal	false	false	1	25.722	166.33	licensed_buyer	true	false	false	2,020
ASM-3788CA5A	SITE-0832	tanzania	gold	22	male	primary	8	true	buyer_agent	10	5	false	false	individual	informal	true	false	25.4	0.038	299.53	licensed_buyer	false	false	true	2,019
ASM-BF9B91D3	SITE-0580	drc	coltan	42	male	primary	18.2	false	digger	10	6	false	false	small_group	informal	false	false	4.2	38.211	235.82	licensed_buyer	false	false	false	2,023
ASM-0979D1B3	SITE-0155	tanzania	gold	14	male	none	0	false	digger	16	7	false	false	medium	semi_formal	false	false	6.8	0.141	239.71	licensed_buyer	true	false	false	2,024
ASM-D831363A	SITE-0376	nigeria	coal	36	male	primary	1.3	true	processor	11	7	false	false	small_group	licensed	false	true	16.9	69.384	289.23	direct_export	true	false	false	2,024
ASM-01C712FA	SITE-0312	burkina_faso	gold	33	male	primary	0.6	true	processor	6	6	false	false	individual	informal	false	true	23.9	0.038	347.58	local_trader	true	false	false	2,023
ASM-51900597	SITE-0826	drc	gold	28	female	none	6.2	true	processor	13	6	false	false	small_group	semi_formal	true	false	5.2	0.021	298.62	local_trader	true	false	false	2,019
ASM-B79F538C	SITE-0307	tanzania	diamond	37	female	none	3.6	false	site_owner	4	7	false	false	individual	semi_formal	false	true	1.3	0.297	442.49	licensed_buyer	false	false	false	2,019
ASM-59D27673	SITE-0138	ethiopia	other	32	male	none	12.2	true	transporter	8	5	false	false	individual	informal	false	true	1.4	10.83	102.9	processing_plant	false	false	false	2,020
ASM-9AD93B6C	SITE-0736	drc	gold	44	male	primary	10.8	true	site_owner	9	6	false	true	small_group	informal	true	false	14.4	0.055	686.41	local_trader	false	true	false	2,019
ASM-4ED7DB74	SITE-0428	ghana	coltan	39	female	none	1.6	true	digger	8	6	false	false	individual	informal	false	false	23.9	17.9	208.12	direct_export	false	true	false	2,022
ASM-797CDE10	SITE-0095	drc	diamond	38	male	secondary	17.6	false	digger	9	6	false	false	small_group	informal	false	true	11.9	0.829	190.86	direct_export	false	false	false	2,023
ASM-BD5AE90D	SITE-0689	drc	gemstones	36	male	secondary	5	false	buyer_agent	8	5	false	false	individual	informal	false	false	2.8	0.367	518.57	licensed_buyer	false	true	false	2,023
ASM-B23DE942	SITE-0210	nigeria	gold	28	male	tertiary	4	true	processor	11	7	false	true	individual	informal	true	false	6.4	0.046	110.07	licensed_buyer	false	false	false	2,019
ASM-3AFCA6F3	SITE-0868	tanzania	coltan	30	male	none	10.4	true	transporter	8	6	false	false	small_group	cooperative	false	false	16	16.23	127.69	cooperative	false	false	false	2,019
ASM-B8569766	SITE-0832	zimbabwe	other	35	female	primary	5.9	false	digger	8	6	false	false	small_group	informal	false	false	7.6	53.623	330.5	cooperative	true	true	false	2,022
ASM-9BC8B0F4	SITE-0369	ghana	gold	31	male	secondary	9.8	true	transporter	12	6	false	false	medium	informal	true	false	6.5	0.117	80.88	local_trader	true	false	true	2,021
ASM-74875D03	SITE-0555	ghana	gold	44	male	secondary	7.5	true	digger	10	7	false	false	individual	semi_formal	true	true	9.8	0.022	67.9	processing_plant	false	true	true	2,024
ASM-DE93F667	SITE-0567	burkina_faso	sand_gravel	34	male	primary	19	false	site_owner	8	6	false	false	large	cooperative	false	false	3.4	71,061.628	818.01	licensed_buyer	false	false	true	2,024
ASM-BA5E3ECB	SITE-0653	burkina_faso	gold	37	male	secondary	9.9	true	digger	9	6	false	false	small_group	semi_formal	true	true	28	0.073	191.36	local_trader	false	true	true	2,024
ASM-79B1F416	SITE-0069	zimbabwe	gold	19	male	primary	5	false	digger	12	5	false	false	large	semi_formal	true	false	2.7	0.255	330.81	local_trader	false	false	false	2,023
ASM-2C3AB18B	SITE-0324	ethiopia	gold	42	male	secondary	8.2	true	digger	6	6	false	false	individual	informal	true	true	32.8	0.044	131.77	local_trader	true	false	false	2,019
ASM-F221016C	SITE-0170	drc	gemstones	27	male	tertiary	13	true	digger	6	6	false	false	large	informal	false	false	2.1	3.649	362.21	local_trader	false	false	false	2,019
ASM-87812C2F	SITE-0697	tanzania	sand_gravel	23	male	tertiary	4.2	false	support_services	7	6	true	false	large	cooperative	false	false	5.8	35,447.199	140.95	direct_export	false	true	false	2,022
ASM-7DE67CA4	SITE-0069	zimbabwe	tin	49	female	primary	12.6	false	processor	9	6	false	false	individual	cooperative	false	true	13.3	9.018	125.63	licensed_buyer	false	false	false	2,022
ASM-C1BC54F6	SITE-0516	ghana	coltan	40	female	none	8.6	false	processor	10	7	false	false	individual	informal	false	false	14.3	9.526	267.33	local_trader	true	false	false	2,023
ASM-6E88DE67	SITE-0727	drc	gold	43	female	primary	8.8	false	digger	7	5	false	false	small_group	licensed	false	true	9.6	0.071	441.84	licensed_buyer	false	false	false	2,023
ASM-406B1A52	SITE-0948	ethiopia	gold	38	male	primary	3.6	true	processor	7	7	false	false	individual	informal	true	false	9.7	0.037	117.96	local_trader	false	true	true	2,021
ASM-15CCC3FB	SITE-0288	zimbabwe	gold	32	male	primary	6.3	true	digger	6	6	false	false	individual	informal	false	true	8.2	0.036	533.96	local_trader	false	true	false	2,023
ASM-E8DE8B53	SITE-0007	ethiopia	gold	30	male	primary	5.3	false	transporter	7	6	false	false	large	semi_formal	false	true	7	0.604	65.3	local_trader	false	false	false	2,021
ASM-40AFA6E1	SITE-0723	tanzania	gold	41	male	primary	8.5	false	support_services	7	6	false	true	medium	informal	true	false	7	0.105	291.64	processing_plant	true	false	false	2,022
ASM-FA7E769A	SITE-0001	drc	tin	44	male	primary	2.6	false	digger	4	7	false	false	medium	informal	false	true	20.3	42.961	110.91	local_trader	false	false	false	2,020
ASM-E4092BD2	SITE-0066	zimbabwe	gold	32	male	secondary	1.1	true	equipment_owner	7	7	false	false	medium	informal	true	false	37.8	0.287	280.88	licensed_buyer	false	false	true	2,021
ASM-20600ABD	SITE-0990	drc	gold	54	male	secondary	5.8	true	support_services	6	6	false	true	small_group	semi_formal	true	false	2.3	0.03	185.77	local_trader	false	true	false	2,020
ASM-401B416B	SITE-0862	drc	gold	31	male	primary	16.6	true	support_services	8	6	false	false	medium	informal	true	true	7.6	0.161	151.41	local_trader	false	false	false	2,024
ASM-C95B3580	SITE-0707	nigeria	gold	19	male	primary	5	true	site_owner	12	6	false	false	medium	informal	true	true	3.1	0.253	877.34	local_trader	true	false	true	2,024
ASM-F8179F1D	SITE-0835	burkina_faso	gold	16	male	primary	2	true	buyer_agent	5	6	false	false	small_group	cooperative	true	false	40.6	0.059	1,196.54	cooperative	false	false	false	2,021
ASM-8116D1E3	SITE-0075	ghana	gold	16	male	primary	2	false	processor	11	5	false	false	individual	cooperative	false	true	25.7	0.048	57.38	licensed_buyer	false	true	false	2,021
ASM-C9D4527F	SITE-0088	mali	gold	29	male	none	0.6	true	processor	12	7	false	false	small_group	licensed	true	true	50.6	0.097	166.04	local_trader	false	false	true	2,021
ASM-CFA632D6	SITE-0300	tanzania	diamond	31	male	secondary	5	true	transporter	10	5	false	false	medium	semi_formal	false	false	2.9	2.595	84.27	local_trader	false	true	false	2,024
ASM-D6C50051	SITE-0023	tanzania	gemstones	40	female	secondary	7.1	true	digger	9	6	false	false	individual	licensed	false	false	9.3	0.248	104.58	local_trader	false	false	false	2,021

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