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-E5AC4BE2	SITE-0366	tanzania	gold	45	male	secondary	3.5	true	site_owner	13	6	false	true	small_group	informal	false	false	42.2	0.054	1,727.78	local_trader	false	false	false	2,022
ASM-6B1E3984	SITE-0908	drc	diamond	26	male	secondary	4	false	digger	8	6	false	false	individual	cooperative	false	false	16.3	0.092	202.16	local_trader	true	false	false	2,022
ASM-A07A0146	SITE-0495	zimbabwe	coltan	23	male	secondary	9	true	digger	11	7	false	true	small_group	informal	false	true	6.2	34.39	335.27	local_trader	false	true	false	2,022
ASM-A11EDB0F	SITE-0699	nigeria	tin	32	male	secondary	5.6	false	digger	7	6	false	false	small_group	semi_formal	false	true	2	38.01	130.15	local_trader	true	false	false	2,022
ASM-3697D4B8	SITE-0457	tanzania	gold	22	female	secondary	8	false	digger	7	6	false	false	medium	semi_formal	true	true	11.2	0.14	222.42	local_trader	true	false	true	2,020
ASM-04ACC1F2	SITE-0265	drc	diamond	16	male	secondary	2	true	buyer_agent	12	7	false	false	individual	informal	false	true	3.4	0.434	863.53	local_trader	false	false	false	2,024
ASM-5816A259	SITE-0764	mali	gold	30	male	secondary	8	true	digger	9	6	false	false	large	licensed	true	false	2	0.699	341.14	local_trader	false	true	true	2,022
ASM-A165218A	SITE-0969	ethiopia	diamond	47	male	primary	3.3	true	processor	9	7	false	false	medium	informal	false	false	6	1.218	135.24	licensed_buyer	false	true	false	2,021
ASM-434E7389	SITE-0263	ethiopia	gold	33	male	primary	3.4	false	digger	10	6	false	false	small_group	informal	false	true	13.6	0.034	438.83	local_trader	false	true	true	2,024
ASM-0F3259B6	SITE-0778	tanzania	tin	35	male	primary	6.1	false	transporter	7	5	false	false	medium	semi_formal	false	false	7.8	75.959	42.5	local_trader	false	true	false	2,021
ASM-B716487B	SITE-0261	burkina_faso	gold	14	male	primary	0	true	digger	8	6	false	true	small_group	informal	true	true	8.3	0.038	447.9	licensed_buyer	true	false	true	2,023
ASM-D33E36FF	SITE-0716	ethiopia	gemstones	37	male	primary	2.9	true	digger	7	6	false	false	small_group	licensed	false	false	3.4	0.731	94.8	local_trader	false	false	false	2,020
ASM-198016B5	SITE-0789	ethiopia	gold	34	male	primary	3.9	false	digger	9	7	false	false	small_group	informal	false	true	2.7	0.037	77.21	licensed_buyer	false	false	false	2,020
ASM-876FBA14	SITE-0449	ghana	gold	26	male	primary	10.9	false	buyer_agent	9	6	false	false	small_group	licensed	false	false	2.5	0.088	1,305.44	direct_export	false	false	false	2,023
ASM-5356CBBB	SITE-0736	mali	gold	35	male	none	14.2	true	processor	7	7	false	true	individual	informal	false	false	5.5	0.044	133.81	direct_export	false	false	false	2,023
ASM-4756CD22	SITE-0272	ethiopia	gold	35	male	secondary	5.7	false	digger	13	6	false	false	individual	semi_formal	true	false	22.9	0.028	512.24	local_trader	false	false	false	2,022
ASM-89E6216D	SITE-0079	drc	diamond	22	male	secondary	0.5	true	site_owner	8	6	false	false	medium	cooperative	false	false	1	1.937	703.88	local_trader	false	false	false	2,022
ASM-B4EF2520	SITE-0096	burkina_faso	gemstones	36	male	primary	10.3	true	site_owner	9	6	false	false	individual	cooperative	false	true	11.9	0.228	330.77	cooperative	false	false	false	2,021
ASM-0497CE81	SITE-0447	ghana	gemstones	45	female	secondary	1.7	false	processor	11	6	false	true	small_group	licensed	false	false	3.3	0.895	173.6	licensed_buyer	false	true	false	2,020
ASM-959E4F65	SITE-0902	drc	gold	31	male	secondary	2.3	false	support_services	7	5	false	false	medium	semi_formal	false	true	3.7	0.271	87.2	local_trader	false	false	false	2,020
ASM-45686B79	SITE-0127	drc	gold	24	male	secondary	6.6	true	digger	7	5	false	false	small_group	semi_formal	false	true	41.2	0.068	104.72	processing_plant	true	true	false	2,024
ASM-E4C1A864	SITE-0455	nigeria	sand_gravel	31	male	none	16.5	true	equipment_owner	9	6	false	false	medium	informal	false	true	9.8	7,565.589	389.52	licensed_buyer	false	false	false	2,021
ASM-1726FB4B	SITE-0704	zimbabwe	gold	42	female	primary	12	true	equipment_owner	6	6	false	false	medium	informal	true	true	42.4	0.177	819.46	local_trader	false	false	false	2,023
ASM-85DA60AF	SITE-0202	drc	gold	21	male	primary	7	true	processor	8	7	false	false	individual	semi_formal	true	false	8.8	0.037	317.53	local_trader	true	false	false	2,022
ASM-F9B245F2	SITE-0721	ethiopia	sand_gravel	39	male	secondary	6.6	false	processor	13	6	false	true	individual	informal	false	false	1	4,717.255	125.9	processing_plant	false	true	false	2,022
ASM-29653250	SITE-0305	nigeria	gold	26	male	primary	2.7	true	digger	12	6	false	false	small_group	semi_formal	true	true	21.2	0.094	212.66	local_trader	false	false	true	2,023
ASM-6F3C79A5	SITE-0808	nigeria	gold	35	male	secondary	14.9	true	digger	10	6	false	false	large	semi_formal	true	false	7.5	0.813	287.23	local_trader	true	false	false	2,023
ASM-58DC504D	SITE-0579	ghana	gold	27	male	secondary	2.8	false	processor	11	7	false	false	small_group	semi_formal	true	true	7.3	0.016	231.09	local_trader	false	false	false	2,024
ASM-A3B171EB	SITE-0546	drc	coltan	27	female	secondary	9.5	true	buyer_agent	9	5	false	false	individual	semi_formal	false	false	31.3	9.955	742.1	local_trader	true	true	false	2,021
ASM-2C8CCB1D	SITE-0176	mali	gold	48	female	primary	8.3	true	digger	8	6	false	false	small_group	licensed	true	false	3.2	0.094	119.23	cooperative	false	true	true	2,021
ASM-BDDC84CE	SITE-0463	ghana	tin	19	male	secondary	2.5	true	processor	12	5	false	false	small_group	informal	false	true	33.8	18.799	59.59	cooperative	false	false	false	2,022
ASM-759B3C2C	SITE-0856	zimbabwe	gold	38	male	secondary	1.6	true	digger	7	7	false	false	small_group	semi_formal	true	false	7.1	0.066	323.87	cooperative	true	false	false	2,020
ASM-10D3A2F6	SITE-0019	drc	gold	50	male	primary	11.2	true	digger	10	5	false	true	individual	semi_formal	true	true	19.4	0.043	357.55	processing_plant	true	true	true	2,019
ASM-32E9F7AA	SITE-0758	zimbabwe	gold	40	male	secondary	7.5	true	processor	7	7	false	false	medium	informal	false	true	4.1	0.097	170.76	direct_export	true	false	false	2,023
ASM-9297D43F	SITE-0492	zimbabwe	gemstones	20	male	none	6	false	support_services	8	6	false	false	small_group	semi_formal	false	false	2.9	0.317	61.74	local_trader	false	false	false	2,021
ASM-0EB82E44	SITE-0719	drc	gold	20	female	none	6	false	digger	10	7	false	false	medium	informal	false	true	11.3	0.281	493.15	local_trader	false	false	false	2,021
ASM-FFFCD734	SITE-0663	ethiopia	coal	25	male	tertiary	8.4	true	digger	13	6	false	false	individual	semi_formal	false	false	1	43.082	114.24	local_trader	false	true	false	2,019
ASM-16E4F02B	SITE-0432	drc	gold	35	male	primary	1.1	true	digger	11	6	false	false	individual	licensed	true	false	10.9	0.026	388.16	local_trader	true	false	false	2,022
ASM-0FCEF1FB	SITE-0308	tanzania	gold	35	male	primary	8.2	true	processor	9	7	false	false	individual	informal	true	false	9.8	0.046	333.58	local_trader	false	false	true	2,024
ASM-B6D8730C	SITE-0627	tanzania	gold	20	male	tertiary	6	true	processor	9	5	false	false	small_group	semi_formal	true	true	13.9	0.063	284.79	direct_export	true	false	true	2,022
ASM-237E1EC4	SITE-0140	ghana	diamond	24	male	primary	9.3	true	digger	10	6	false	false	large	licensed	false	false	21.9	3.36	176.91	licensed_buyer	false	false	false	2,019
ASM-4A25181E	SITE-0584	mali	diamond	25	male	none	7	true	digger	11	7	false	false	medium	semi_formal	false	false	4.2	1.351	316.5	cooperative	false	false	false	2,019
ASM-3C44FB82	SITE-0094	ethiopia	gemstones	31	male	none	6.8	true	digger	5	5	false	true	individual	informal	false	false	2.2	0.421	188.93	local_trader	false	false	false	2,021
ASM-940E3803	SITE-0649	nigeria	sand_gravel	53	male	primary	6.5	false	digger	8	7	false	false	small_group	semi_formal	false	true	1	6,154.717	74.24	local_trader	false	true	false	2,023
ASM-D23C7F74	SITE-0628	zimbabwe	gemstones	24	male	none	4.5	true	equipment_owner	6	6	false	true	small_group	informal	false	false	1	0.172	127.04	local_trader	true	false	false	2,019
ASM-A340E827	SITE-0084	nigeria	coltan	23	male	none	9	true	site_owner	8	6	false	false	individual	informal	false	true	30.3	11.674	1,163.14	local_trader	false	true	false	2,024
ASM-B764CEED	SITE-0757	ethiopia	diamond	22	female	secondary	8	false	digger	6	5	false	false	small_group	cooperative	false	false	6.6	0.161	317.9	local_trader	false	false	false	2,023
ASM-9E17DB2E	SITE-0415	ethiopia	tin	39	male	primary	2.6	false	processor	5	7	false	false	individual	informal	false	false	4.7	5.811	268.54	licensed_buyer	false	false	false	2,020
ASM-3CAA61D0	SITE-0786	drc	gold	33	male	primary	3.6	true	digger	6	5	false	false	medium	licensed	true	true	2	0.212	193.57	licensed_buyer	false	false	false	2,019
ASM-6721F072	SITE-0041	ghana	gemstones	24	male	none	10	false	digger	7	6	false	false	small_group	semi_formal	false	true	9.8	0.679	133.03	cooperative	false	true	false	2,023
ASM-5A964E01	SITE-0179	ethiopia	sand_gravel	29	female	primary	6	false	processor	10	6	false	false	individual	informal	false	false	8.6	3,052.574	192.64	cooperative	false	true	false	2,022
ASM-20C186E1	SITE-0493	nigeria	gold	25	male	primary	5.1	true	site_owner	7	5	false	false	medium	licensed	true	false	13.3	0.203	1,704.24	local_trader	false	true	true	2,022
ASM-B9B25316	SITE-0188	mali	sand_gravel	36	male	primary	1.6	true	digger	7	6	false	true	medium	informal	false	true	1.1	15,021.438	338.98	local_trader	true	false	false	2,019
ASM-E0D93AB2	SITE-0329	ghana	gemstones	60	female	primary	3.7	false	digger	9	5	false	false	medium	cooperative	false	false	14.6	0.466	152.23	local_trader	true	false	false	2,020
ASM-7EC20ABB	SITE-0660	mali	gold	39	female	primary	3.2	true	digger	9	5	false	true	individual	semi_formal	true	true	6	0.035	496.47	processing_plant	true	false	true	2,020
ASM-9BD4EA95	SITE-0144	nigeria	sand_gravel	32	male	none	1.7	false	digger	12	6	false	false	small_group	informal	false	false	8.3	7,633.664	172.94	licensed_buyer	false	false	false	2,019
ASM-0BB37F0F	SITE-0677	mali	gold	26	male	none	12	false	processor	10	6	false	true	individual	informal	true	true	3.5	0.031	125.27	cooperative	false	true	true	2,021
ASM-2DC6B868	SITE-0103	tanzania	gold	20	male	primary	6	true	site_owner	6	7	false	false	large	cooperative	false	false	12.4	0.666	478.95	direct_export	false	false	false	2,019
ASM-B6827092	SITE-0175	tanzania	gold	40	male	none	26	true	digger	7	7	false	false	small_group	licensed	true	true	2	0.031	356.21	licensed_buyer	false	true	true	2,021
ASM-C66D64D3	SITE-0587	drc	coltan	40	male	none	8.6	false	transporter	10	7	false	false	medium	informal	false	false	2	43.782	46.44	local_trader	false	false	false	2,019
ASM-DB1CE365	SITE-0793	tanzania	gold	28	female	none	2.8	true	support_services	7	7	false	false	individual	licensed	true	false	2	0.03	184.11	cooperative	true	false	false	2,022
ASM-867B1F69	SITE-0170	mali	sand_gravel	45	male	secondary	9.1	true	digger	8	7	false	false	individual	semi_formal	false	true	3.7	1,975.698	51.9	licensed_buyer	true	true	false	2,021
ASM-11730B56	SITE-0299	ghana	gold	33	male	primary	10.5	false	processor	5	6	true	false	small_group	semi_formal	true	true	2.4	0.034	144.07	processing_plant	false	false	true	2,022
ASM-03C6E08A	SITE-0925	zimbabwe	gold	41	male	primary	4.8	true	processor	6	5	false	false	small_group	semi_formal	true	false	5.5	0.081	405.01	licensed_buyer	true	false	true	2,021
ASM-6D6977CA	SITE-0989	ghana	tin	36	male	primary	10.3	true	transporter	11	6	false	false	individual	informal	false	true	61.3	13.472	229.08	processing_plant	true	false	false	2,020
ASM-E5602527	SITE-0581	burkina_faso	gold	31	male	primary	10.1	true	buyer_agent	9	6	false	false	small_group	informal	false	true	3.5	0.024	954.04	local_trader	false	true	false	2,022
ASM-67CB969E	SITE-0447	drc	coal	23	male	primary	3.9	false	buyer_agent	7	7	false	false	small_group	semi_formal	false	true	1.9	86.3	178.22	processing_plant	false	false	false	2,024
ASM-DA04D2E6	SITE-0346	tanzania	gold	32	female	primary	11.6	false	processor	8	6	false	false	individual	informal	false	false	5	0.03	414.34	local_trader	true	false	false	2,024
ASM-57FD611C	SITE-0612	mali	other	41	male	primary	8.9	true	site_owner	12	7	false	false	individual	licensed	false	true	2.9	39.433	437.82	local_trader	true	false	false	2,021
ASM-C68CFCDA	SITE-0590	burkina_faso	tin	28	male	primary	7.5	true	processor	7	6	false	false	medium	informal	false	false	10.8	73.884	56.64	licensed_buyer	false	false	false	2,019
ASM-460CF09A	SITE-0294	ethiopia	gold	37	male	none	8	true	site_owner	9	6	false	false	medium	informal	true	false	29.5	0.166	800.26	local_trader	false	false	false	2,024
ASM-2D371F02	SITE-0022	nigeria	gold	22	female	secondary	2.8	true	buyer_agent	10	6	false	false	medium	semi_formal	false	true	3.5	0.226	344.12	cooperative	false	true	true	2,023
ASM-F8BF9D53	SITE-0151	mali	gold	41	male	secondary	17.4	true	transporter	11	5	false	false	individual	semi_formal	true	false	58.2	0.028	277.92	cooperative	true	true	false	2,022
ASM-C5530062	SITE-0958	ghana	other	36	male	none	5.9	true	digger	7	7	false	false	individual	semi_formal	false	false	6	34.77	152.27	direct_export	true	false	false	2,024
ASM-6E798FF0	SITE-0418	nigeria	tin	21	male	secondary	5.5	true	digger	6	6	false	false	small_group	licensed	false	true	42.5	25.297	242.2	cooperative	false	true	false	2,020
ASM-4F605A3A	SITE-0482	zimbabwe	gold	31	male	none	9.4	false	site_owner	6	5	false	false	individual	semi_formal	true	false	38	0.038	1,818.26	local_trader	false	false	true	2,023
ASM-BA626EEE	SITE-0467	tanzania	gold	42	male	none	28	false	digger	10	6	false	false	individual	semi_formal	false	true	7.4	0.041	286.37	direct_export	false	true	false	2,021
ASM-7EDE1DEB	SITE-0782	drc	sand_gravel	20	male	none	6	false	processor	12	6	false	false	individual	informal	false	false	1.1	3,756.415	118.87	licensed_buyer	false	false	false	2,021
ASM-DDF5425D	SITE-0064	ethiopia	gold	22	male	secondary	6	true	transporter	10	7	false	false	small_group	semi_formal	true	false	7.2	0.093	240.85	licensed_buyer	false	false	true	2,022
ASM-2E4B21B9	SITE-0082	ghana	coal	32	female	none	9.3	true	equipment_owner	7	6	false	false	small_group	informal	false	false	1.9	94.854	658.05	local_trader	false	false	false	2,021
ASM-D24C1411	SITE-0275	ghana	gemstones	54	female	secondary	9.3	true	equipment_owner	11	7	false	false	individual	informal	false	true	1	0.121	616.7	local_trader	false	true	false	2,023
ASM-3700C8CC	SITE-0486	ghana	gold	26	male	primary	7.4	true	digger	8	6	false	false	small_group	semi_formal	true	false	8.7	0.067	118.66	local_trader	false	true	false	2,022
ASM-595A6A75	SITE-0671	tanzania	diamond	38	female	primary	2.9	false	transporter	7	6	false	false	small_group	semi_formal	false	false	2.7	0.645	34.11	cooperative	false	true	false	2,021
ASM-4D7CEAA3	SITE-0490	zimbabwe	gold	36	male	primary	12.1	false	site_owner	8	5	false	false	individual	informal	true	false	2	0.009	1,652.29	local_trader	false	false	true	2,023
ASM-330DA84D	SITE-0441	ethiopia	gold	27	male	none	5.2	false	digger	7	6	false	false	large	informal	true	false	28.9	0.477	162.72	local_trader	false	false	false	2,024
ASM-640CB0B1	SITE-0937	tanzania	other	35	female	secondary	4.2	true	processor	7	5	false	false	large	informal	false	true	1	375.571	46.38	cooperative	false	false	false	2,020
ASM-2FBFD264	SITE-0161	tanzania	tin	29	male	primary	5.6	true	transporter	11	6	false	false	individual	informal	false	false	8.2	10.14	156.54	local_trader	true	false	false	2,022
ASM-65E7C390	SITE-0571	drc	gemstones	29	male	primary	14.2	true	digger	7	7	false	false	individual	informal	false	true	1.8	0.403	95.8	local_trader	true	true	false	2,021
ASM-29BF4F13	SITE-0542	burkina_faso	diamond	16	male	none	2	true	processor	5	7	false	false	individual	informal	false	false	2.8	0.198	289.06	licensed_buyer	false	false	false	2,020
ASM-66205F45	SITE-0473	zimbabwe	gold	33	male	secondary	6.9	true	digger	10	6	false	false	medium	informal	true	false	2.3	0.281	407.2	local_trader	false	false	true	2,021
ASM-8FE28C88	SITE-0807	mali	coal	42	male	secondary	23.9	false	site_owner	7	7	false	false	small_group	informal	false	true	11.2	89.795	1,246.36	licensed_buyer	false	false	false	2,022
ASM-B81B3F98	SITE-0266	ghana	diamond	34	female	primary	5.4	false	digger	7	7	false	false	large	licensed	false	false	2.3	6.879	314.64	cooperative	true	true	false	2,022
ASM-546AFB62	SITE-0953	nigeria	gold	44	male	primary	6.7	true	processor	10	6	false	false	small_group	informal	true	false	4.8	0.099	180.26	local_trader	false	false	true	2,019
ASM-D58035B6	SITE-0331	burkina_faso	gold	39	male	primary	7.3	false	processor	7	6	false	false	individual	informal	false	false	23.4	0.008	325.84	licensed_buyer	false	true	false	2,023
ASM-A1834E4F	SITE-0545	mali	tin	32	male	primary	5.3	false	digger	8	5	true	false	medium	informal	false	false	15.4	53.799	186.38	licensed_buyer	false	false	false	2,021
ASM-5D52E057	SITE-0520	tanzania	coal	27	male	none	6.7	true	processor	9	5	false	false	medium	semi_formal	false	false	5	108.299	98.45	local_trader	false	false	false	2,021
ASM-87BFFA0F	SITE-0849	tanzania	gold	28	male	secondary	8	true	digger	8	7	false	false	individual	licensed	true	false	3.4	0.014	337.15	local_trader	false	true	true	2,020
ASM-3EAEF02D	SITE-0438	zimbabwe	sand_gravel	18	male	none	4	true	digger	8	6	false	false	individual	licensed	false	false	10.4	4,012.699	353.59	processing_plant	true	false	false	2,023
ASM-C251B29F	SITE-0284	tanzania	gold	30	male	none	1.5	true	processor	4	6	false	false	large	informal	false	false	5.2	0.584	57.46	licensed_buyer	false	false	false	2,022
ASM-0B9AA1C7	SITE-0021	nigeria	gold	34	male	none	2.2	true	processor	8	7	false	false	large	semi_formal	false	false	10.1	0.935	419.4	direct_export	true	true	false	2,019

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