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-DA903FC3	SITE-0611	drc	gold	30	male	none	7.9	true	processor	12	7	false	false	small_group	informal	false	true	30.6	0.065	415.41	licensed_buyer	false	false	false	2,020
ASM-C2DF5369	SITE-0596	tanzania	diamond	38	female	tertiary	4.6	true	processor	5	6	false	false	small_group	semi_formal	false	false	1.5	0.224	217.72	cooperative	false	true	false	2,020
ASM-B182D499	SITE-0221	mali	sand_gravel	43	male	none	18.2	false	digger	8	6	false	false	large	semi_formal	false	true	3	71,681.552	235.85	local_trader	false	false	false	2,023
ASM-F12D498C	SITE-0792	drc	gold	41	male	secondary	5.6	true	support_services	8	6	false	false	small_group	licensed	true	true	10.2	0.03	204.83	licensed_buyer	false	false	false	2,023
ASM-A7D88ADE	SITE-0691	drc	tin	40	male	primary	12.9	true	digger	8	6	false	false	medium	informal	false	true	13.7	100.756	170.73	licensed_buyer	false	true	false	2,020
ASM-E63C2E22	SITE-0753	drc	gold	18	female	none	2.8	true	buyer_agent	7	7	false	false	medium	informal	false	true	11.5	0.096	642.59	cooperative	true	true	false	2,022
ASM-9334E794	SITE-0467	ghana	gold	14	male	none	0	true	buyer_agent	5	7	false	false	small_group	informal	true	false	30.6	0.045	745.64	local_trader	false	true	false	2,019
ASM-AEAA04C8	SITE-0892	nigeria	gemstones	46	male	secondary	1.3	true	digger	9	6	false	false	individual	semi_formal	false	true	13	0.423	146.28	direct_export	false	true	false	2,020
ASM-75B4F357	SITE-0389	ghana	tin	37	male	secondary	7.3	true	site_owner	8	6	false	false	individual	informal	false	false	2.8	7.19	454.5	local_trader	true	false	false	2,022
ASM-A00BAAC9	SITE-0805	drc	gold	33	male	secondary	9.7	false	digger	9	5	false	false	individual	semi_formal	true	false	33.6	0.033	329.34	licensed_buyer	true	false	false	2,021
ASM-8DFD4E6D	SITE-0203	zimbabwe	sand_gravel	40	male	primary	8.1	true	digger	5	5	false	false	individual	informal	false	true	2.6	832.243	262.46	local_trader	false	false	false	2,019
ASM-74585554	SITE-0247	zimbabwe	diamond	52	male	none	2	true	processor	12	6	false	false	medium	informal	false	false	1.5	0.649	165.72	local_trader	true	true	false	2,024
ASM-12871AAF	SITE-0526	drc	gold	47	male	secondary	3.5	true	buyer_agent	8	6	false	false	individual	informal	true	false	7.1	0.046	400.99	licensed_buyer	false	false	false	2,019
ASM-EDECA198	SITE-0555	tanzania	diamond	43	female	secondary	13.3	false	processor	4	6	false	false	medium	semi_formal	false	true	11	0.582	135.03	cooperative	false	true	false	2,024
ASM-E06E2A28	SITE-0746	zimbabwe	tin	24	male	primary	5.2	true	digger	9	6	false	false	small_group	informal	false	true	19.6	14.472	277.94	licensed_buyer	false	false	false	2,023
ASM-77FD602B	SITE-0297	ethiopia	gold	25	male	secondary	8.4	true	processor	8	6	false	false	small_group	informal	false	false	2.9	0.086	364.4	licensed_buyer	true	false	false	2,024
ASM-78A96A1E	SITE-0872	mali	gemstones	14	male	primary	0	false	processor	6	7	false	false	individual	semi_formal	false	false	7	0.318	236.18	licensed_buyer	false	true	false	2,020
ASM-FD02D50E	SITE-0329	burkina_faso	diamond	39	female	primary	12.3	true	digger	11	7	false	false	medium	cooperative	false	true	3.1	1.133	264.07	licensed_buyer	true	false	false	2,023
ASM-E3391251	SITE-0534	drc	diamond	44	male	primary	4.9	true	digger	10	7	false	false	individual	cooperative	false	false	2.6	0.178	121.86	cooperative	false	true	false	2,023
ASM-8CF8E6FC	SITE-0931	zimbabwe	sand_gravel	45	male	none	6.8	true	digger	9	6	false	false	small_group	licensed	false	false	2.6	3,763.415	179.37	cooperative	false	false	false	2,020
ASM-7771F046	SITE-0539	ghana	diamond	40	male	none	15.7	true	processor	9	6	false	false	individual	semi_formal	false	true	18.6	0.212	183	licensed_buyer	false	false	false	2,021
ASM-E6BA90EE	SITE-0681	ghana	gold	31	female	secondary	8.3	true	transporter	10	5	false	false	medium	licensed	false	false	13.3	0.126	361.69	cooperative	false	true	false	2,020
ASM-0D449E62	SITE-0908	drc	gold	27	male	tertiary	3.8	true	transporter	5	6	false	true	small_group	semi_formal	true	true	6.1	0.055	104.37	local_trader	true	false	false	2,022
ASM-2A95E06E	SITE-0974	burkina_faso	gold	25	male	primary	10.9	false	digger	9	7	false	false	small_group	informal	true	false	13.2	0.049	365.53	processing_plant	false	false	true	2,024
ASM-23EDA3FB	SITE-0499	nigeria	gold	31	male	none	2	true	equipment_owner	11	6	false	false	individual	informal	true	true	4.2	0.041	712.74	local_trader	false	false	false	2,021
ASM-5CAB2357	SITE-0416	zimbabwe	gold	23	male	none	3.7	true	processor	11	6	false	false	small_group	semi_formal	true	true	22.3	0.086	219.51	local_trader	true	true	false	2,020
ASM-CC9DF1FA	SITE-0196	burkina_faso	coltan	51	male	primary	2.2	true	digger	6	6	false	false	individual	semi_formal	false	true	2	11.982	292.85	local_trader	false	false	false	2,021
ASM-9C8DE784	SITE-0537	drc	gold	20	male	secondary	6	false	buyer_agent	9	6	false	true	small_group	licensed	true	false	5.2	0.017	920.13	local_trader	false	false	true	2,020
ASM-486C53D1	SITE-0918	zimbabwe	gold	31	male	none	10.4	false	transporter	6	7	false	false	individual	cooperative	true	true	8.4	0.032	220.18	cooperative	false	false	false	2,021
ASM-903E7CAD	SITE-0487	drc	coltan	14	male	none	0	false	processor	9	5	false	true	medium	informal	false	false	5.5	54.497	52.42	licensed_buyer	false	false	false	2,024
ASM-55DDB1AC	SITE-0348	ethiopia	gold	36	male	secondary	9.3	true	digger	7	7	false	true	individual	licensed	true	true	35.1	0.016	112.8	processing_plant	false	true	true	2,024
ASM-F399FCB4	SITE-0107	mali	tin	33	male	none	18	true	digger	7	6	false	true	small_group	informal	false	false	2	23.203	217.46	local_trader	false	true	false	2,020
ASM-196865E6	SITE-0389	zimbabwe	tin	29	male	primary	9.2	false	processor	9	6	false	true	individual	informal	false	true	12	19.971	258.61	local_trader	false	true	false	2,020
ASM-3873D8B9	SITE-0236	tanzania	gold	24	male	secondary	5.1	true	buyer_agent	7	6	false	true	medium	informal	true	false	12.6	0.122	733.04	local_trader	false	false	true	2,022
ASM-2622B28B	SITE-0976	zimbabwe	gold	33	male	none	4	false	transporter	7	6	false	false	individual	cooperative	false	true	26.8	0.012	231.15	local_trader	false	true	false	2,022
ASM-2B60DE67	SITE-0527	mali	diamond	28	male	primary	9.1	true	digger	9	5	false	false	large	cooperative	false	false	9	2.448	372.93	local_trader	false	true	false	2,019
ASM-6C42717B	SITE-0136	tanzania	gold	32	male	none	17	true	transporter	6	5	false	false	individual	informal	true	false	2	0.021	125.47	processing_plant	true	false	false	2,020
ASM-627ADE6D	SITE-0067	drc	diamond	53	male	primary	2.7	false	digger	8	6	false	false	small_group	semi_formal	false	false	4.4	0.635	219.12	licensed_buyer	true	false	false	2,020
ASM-989EE0DA	SITE-0850	ghana	coal	35	female	secondary	11.4	false	digger	5	7	false	false	large	informal	false	true	1	260.898	297.46	local_trader	false	true	true	2,021
ASM-5602D850	SITE-0931	mali	coltan	38	male	secondary	6.8	true	equipment_owner	6	6	false	false	medium	licensed	false	true	9.8	94.911	957.71	licensed_buyer	false	false	false	2,023
ASM-A66CE52C	SITE-0763	drc	gold	28	male	none	14	true	processor	11	6	false	false	small_group	licensed	true	false	9.9	0.095	380.32	licensed_buyer	false	false	false	2,022
ASM-BC80189E	SITE-0123	zimbabwe	sand_gravel	25	female	none	1.8	true	site_owner	8	6	false	false	large	informal	false	false	6.8	99,315.353	734.77	cooperative	false	false	false	2,024
ASM-AF915C3E	SITE-0098	mali	gold	33	male	primary	19	true	digger	7	7	false	false	individual	informal	false	false	27.1	0.031	388.82	local_trader	false	true	true	2,020
ASM-48920A26	SITE-0197	ghana	sand_gravel	58	male	secondary	6.8	true	digger	10	7	false	false	small_group	informal	false	true	6.4	2,348.229	312.44	cooperative	false	true	false	2,019
ASM-3CE0E311	SITE-0751	zimbabwe	gemstones	30	male	secondary	1.5	false	processor	12	6	false	false	medium	licensed	false	false	3.7	2.575	130.29	processing_plant	false	false	false	2,023
ASM-BA9FB707	SITE-0765	drc	gold	37	male	primary	2.6	true	processor	9	5	false	false	small_group	semi_formal	false	false	8.8	0.089	369.44	processing_plant	false	true	false	2,020
ASM-51953F85	SITE-0837	zimbabwe	gold	25	male	none	11	true	processor	11	6	false	false	medium	informal	true	false	3.4	0.118	269.19	licensed_buyer	false	false	false	2,023
ASM-32866B18	SITE-0096	drc	gold	14	male	secondary	0	true	site_owner	7	5	false	false	small_group	semi_formal	true	false	2.6	0.065	756.7	local_trader	false	false	true	2,024
ASM-C1BCB695	SITE-0153	ethiopia	sand_gravel	25	male	secondary	6.2	false	transporter	9	7	false	false	medium	informal	false	true	2.4	12,368.319	127.4	local_trader	false	true	false	2,024
ASM-B6DF6C37	SITE-0900	ghana	gold	57	male	none	28.9	true	transporter	9	6	false	false	individual	semi_formal	false	true	10.5	0.037	348.3	cooperative	false	false	false	2,022
ASM-6517DE37	SITE-0928	ghana	sand_gravel	39	male	primary	8.9	true	digger	9	5	false	false	medium	semi_formal	false	false	1	23,892.587	237.55	local_trader	false	true	false	2,023
ASM-8B11156D	SITE-0725	ethiopia	diamond	49	male	primary	14.7	true	processor	10	7	false	true	small_group	semi_formal	false	false	2.9	0.439	279.43	direct_export	false	true	false	2,023
ASM-5A09A621	SITE-0106	burkina_faso	diamond	30	female	primary	3.4	true	processor	6	6	false	false	small_group	informal	false	false	7.2	0.167	283.34	licensed_buyer	true	false	false	2,019
ASM-6E9080FF	SITE-0068	tanzania	coltan	14	male	primary	0	true	processor	7	5	false	false	individual	cooperative	false	true	30.9	9.773	210.31	cooperative	false	true	false	2,024
ASM-0F51A506	SITE-0055	drc	gold	22	male	none	8	true	digger	8	7	false	false	individual	licensed	true	false	7.1	0.017	98.74	licensed_buyer	false	false	true	2,022
ASM-D9726177	SITE-0691	zimbabwe	gold	37	male	secondary	5.5	true	support_services	7	5	false	false	individual	informal	true	false	25.2	0.025	279.92	local_trader	true	false	false	2,019
ASM-FBD317D4	SITE-0845	tanzania	sand_gravel	35	male	secondary	17.8	false	digger	9	6	false	false	small_group	semi_formal	false	true	1	9,850.66	292.71	licensed_buyer	false	false	false	2,022
ASM-A7167199	SITE-0631	ghana	gold	33	male	primary	11.1	true	support_services	9	6	false	false	small_group	informal	false	true	27.4	0.018	144.66	local_trader	true	false	false	2,020
ASM-B47038F4	SITE-0262	zimbabwe	sand_gravel	28	male	primary	2.6	true	site_owner	9	5	false	false	medium	informal	false	true	4.9	12,969.334	650.66	local_trader	false	false	false	2,019
ASM-56366B6F	SITE-0757	tanzania	other	42	male	none	6.5	true	processor	8	5	false	true	individual	informal	false	true	7.7	28.685	42.79	licensed_buyer	false	false	false	2,023
ASM-A8B854EA	SITE-0059	drc	gold	28	male	primary	4	false	digger	11	5	false	false	large	informal	false	true	5.7	0.557	498.9	licensed_buyer	false	true	false	2,021
ASM-46391B9A	SITE-0828	nigeria	diamond	36	male	secondary	11.3	true	processor	9	6	false	false	individual	semi_formal	false	false	4.8	0.164	280.58	local_trader	false	false	true	2,019
ASM-D7B20711	SITE-0891	mali	gold	35	male	primary	5.4	true	digger	8	7	false	false	small_group	informal	true	false	8.3	0.081	122.31	local_trader	false	true	true	2,023
ASM-4534661F	SITE-0718	mali	coltan	29	male	secondary	1.5	false	support_services	9	7	false	false	medium	informal	false	true	12.1	47.929	158.21	local_trader	false	true	false	2,021
ASM-ABD9DE6A	SITE-0879	ethiopia	other	24	male	secondary	10	true	digger	10	7	false	false	small_group	semi_formal	false	true	1	29.364	220.95	processing_plant	false	true	true	2,022
ASM-C3CF5FB6	SITE-0586	ghana	sand_gravel	29	male	secondary	5.2	false	processor	9	6	false	false	small_group	informal	false	true	4	8,778.921	76.02	direct_export	false	false	false	2,019
ASM-22B9AC5E	SITE-0468	ethiopia	sand_gravel	52	male	primary	19.5	true	transporter	7	7	false	false	individual	cooperative	false	false	3.7	4,155.204	177.77	local_trader	false	true	false	2,023
ASM-B4DDC44E	SITE-0322	nigeria	gold	44	male	none	3	true	digger	12	6	false	true	small_group	semi_formal	true	true	43.1	0.063	456.33	direct_export	false	true	false	2,023
ASM-97030E54	SITE-0921	mali	diamond	43	male	secondary	4.3	true	processor	9	7	false	false	large	semi_formal	false	true	9.1	3.401	179.87	licensed_buyer	false	false	false	2,020
ASM-8DE8E3D3	SITE-0697	burkina_faso	gold	25	female	secondary	6.3	true	transporter	6	6	false	false	small_group	informal	true	true	2	0.095	100.75	local_trader	true	true	false	2,024
ASM-F89E1BB9	SITE-0190	zimbabwe	sand_gravel	19	male	secondary	5	true	digger	5	6	false	false	medium	informal	false	true	1	11,631.957	363.59	local_trader	true	true	false	2,021
ASM-43EDBFE3	SITE-0956	mali	gold	44	male	primary	15.6	true	digger	10	5	false	true	medium	licensed	true	false	20.8	0.168	307.45	local_trader	false	false	false	2,019
ASM-A1A4C9FB	SITE-0059	drc	gold	42	male	primary	6	true	processor	11	7	false	false	medium	informal	true	true	18.3	0.275	430.09	licensed_buyer	false	true	false	2,024
ASM-F8C87110	SITE-0587	mali	gold	34	male	none	9	false	processor	9	6	false	false	individual	semi_formal	true	true	15.1	0.04	203.15	licensed_buyer	true	false	false	2,022
ASM-85923B3D	SITE-0190	drc	gold	29	male	primary	1.9	false	processor	10	7	false	true	small_group	informal	true	true	5.3	0.056	272.69	cooperative	false	false	false	2,022
ASM-E098ADFF	SITE-0664	ghana	gold	18	male	primary	4	true	digger	10	7	false	true	individual	semi_formal	true	false	22.8	0.027	331.08	local_trader	false	false	true	2,019
ASM-BE1AEDF8	SITE-0412	ghana	gold	42	male	secondary	5.6	true	processor	9	5	false	true	small_group	informal	true	false	2.2	0.04	115.2	local_trader	true	false	false	2,020
ASM-4F6BECB5	SITE-0437	burkina_faso	sand_gravel	45	male	secondary	6.3	false	digger	5	6	false	false	medium	informal	false	false	4.2	24,714.33	352.22	licensed_buyer	false	false	false	2,023
ASM-670A2557	SITE-0671	drc	gemstones	26	male	primary	12	true	digger	7	7	false	false	individual	cooperative	false	false	3.6	0.477	258.53	cooperative	false	true	false	2,023
ASM-47ED65F9	SITE-0756	zimbabwe	gold	25	female	primary	11	true	processor	10	5	false	true	large	cooperative	false	false	27.6	0.883	384.49	local_trader	false	false	false	2,023
ASM-A5D7C275	SITE-0380	zimbabwe	gemstones	45	male	none	4.5	false	processor	10	7	true	false	small_group	informal	false	false	2.5	0.533	46.01	direct_export	false	true	false	2,024
ASM-E1539627	SITE-0997	zimbabwe	gold	27	male	primary	11.3	true	processor	8	6	false	false	small_group	licensed	true	true	8.3	0.097	78.9	cooperative	false	true	false	2,024
ASM-DF001C89	SITE-0498	burkina_faso	gemstones	51	male	tertiary	17.8	true	digger	7	6	false	false	medium	informal	false	false	13.8	0.484	177.3	local_trader	false	false	false	2,023
ASM-CC5DAC8F	SITE-0160	ghana	gold	32	male	secondary	17.2	false	transporter	9	7	false	false	medium	semi_formal	true	false	20.7	0.126	363.76	cooperative	true	false	false	2,020
ASM-72A9BFAD	SITE-0006	ghana	coltan	29	male	primary	3.6	true	digger	8	6	false	false	large	licensed	false	false	9.8	329.756	330.96	local_trader	false	false	false	2,020
ASM-96316684	SITE-0202	nigeria	gold	33	male	secondary	16.5	false	digger	8	6	false	false	small_group	informal	true	false	21.2	0.097	470.44	local_trader	false	true	false	2,019
ASM-037B5253	SITE-0691	drc	gold	29	male	none	2.7	false	equipment_owner	9	6	false	false	small_group	semi_formal	false	false	3.9	0.097	1,188.6	processing_plant	true	false	false	2,021
ASM-B5C05405	SITE-0539	ghana	coltan	44	male	tertiary	2.7	true	support_services	7	6	false	false	individual	semi_formal	false	false	2.2	11.663	135.22	local_trader	true	false	false	2,022
ASM-D3ABA711	SITE-0337	ghana	gemstones	42	male	secondary	8.1	false	support_services	10	5	true	false	medium	informal	false	true	30	2.876	145.44	local_trader	false	false	false	2,019
ASM-6C6EE1B8	SITE-0481	ethiopia	gemstones	44	male	none	5.5	true	processor	8	6	false	false	small_group	licensed	false	false	3.6	0.664	139.05	local_trader	false	true	false	2,022
ASM-B365E24A	SITE-0838	ethiopia	gold	35	male	secondary	20.6	false	digger	9	7	false	false	small_group	semi_formal	true	true	9.5	0.078	504.47	licensed_buyer	false	false	false	2,019
ASM-D2AAB8A5	SITE-0571	ghana	diamond	28	male	none	1.4	true	equipment_owner	9	6	false	false	large	semi_formal	false	false	1.2	6.173	420.8	processing_plant	true	true	false	2,024
ASM-788CA8E1	SITE-0058	ethiopia	gemstones	33	male	primary	8.2	true	transporter	12	6	false	false	small_group	informal	false	true	10.1	0.398	114.69	local_trader	true	true	false	2,019
ASM-9794BBF6	SITE-0049	nigeria	gold	29	male	primary	14.9	false	support_services	10	5	false	false	medium	informal	true	false	82.6	0.091	80.03	licensed_buyer	false	false	true	2,021
ASM-CFDC1EDC	SITE-0482	mali	gold	48	male	none	1.3	false	processor	9	5	false	false	small_group	semi_formal	true	true	76.1	0.07	70.37	local_trader	false	false	true	2,020
ASM-6C68DF49	SITE-0404	mali	gold	43	male	primary	5.8	false	processor	9	6	false	false	individual	licensed	true	false	3.5	0.044	140.99	direct_export	false	false	true	2,024
ASM-79DCBEC2	SITE-0850	zimbabwe	gold	32	male	primary	14.6	false	digger	13	7	false	false	small_group	semi_formal	true	true	29.2	0.067	120.12	direct_export	true	false	true	2,020
ASM-D34B6F3C	SITE-0582	zimbabwe	gold	24	female	none	7.6	false	digger	8	6	false	false	small_group	informal	true	false	14.4	0.064	329.68	licensed_buyer	true	true	true	2,021
ASM-267EB845	SITE-0756	burkina_faso	gold	48	male	secondary	7.6	true	transporter	9	7	false	false	large	licensed	true	false	7.5	0.514	146.77	local_trader	false	false	true	2,023
ASM-0A6A0A20	SITE-0585	nigeria	coltan	34	male	primary	15.7	false	support_services	9	5	false	false	individual	licensed	false	false	9.7	9.334	94.28	local_trader	false	true	false	2,022

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