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smallholder_intensification · 10k rows

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train · 10k rows

record_id string	scenario string	year int64	setting string	age int64	sex string	crop_type string	uses_pesticide int64	pesticide_class string	application_freq_per_season int64	years_exposure int64	ppe_use int64	ppe_type string	training_received int64	reads_label int64	storage_safe int64	temp_c float64	heat_stress int64	sweating_increases_absorption int64	acute_poisoning int64	dermal_contact int64	respiratory_symptoms int64	neurological_symptoms int64	cholinesterase_depressed int64	any_health_effect int64	days_off_work int64	banned_pesticide_used int64	environmental_contamination int64
SMA-00000	smallholder_intensification	2,022	rural	42	female	maize	0	none	0	0	0	none	0	0	1	27.4	0	0	0	0	0	0	0	0	0	0	0
SMA-00001	smallholder_intensification	2,024	rural	46	male	maize	1	organophosphate	8	9	0	none	0	0	0	28.5	0	0	0	1	1	0	1	1	5	0	0
SMA-00002	smallholder_intensification	2,015	rural	37	male	maize	0	none	0	0	0	none	0	0	0	28.6	0	0	0	0	0	0	0	0	0	0	0
SMA-00003	smallholder_intensification	2,012	rural	26	male	vegetables	0	none	0	0	0	none	0	0	0	32.4	1	0	0	0	0	0	0	0	0	0	0
SMA-00004	smallholder_intensification	2,017	rural	33	female	maize	1	organophosphate	7	6	1	gloves_mask	0	1	0	31.4	0	0	0	1	0	0	0	0	0	1	1
SMA-00005	smallholder_intensification	2,024	urban	25	male	cocoa	0	none	0	0	0	none	0	0	0	27.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00006	smallholder_intensification	2,017	rural	39	female	maize	0	none	0	0	0	none	0	0	0	30.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00007	smallholder_intensification	2,020	rural	36	male	cotton	1	organophosphate	2	3	0	none	0	0	1	25.6	0	0	0	1	0	0	0	0	0	0	0
SMA-00008	smallholder_intensification	2,014	rural	30	male	maize	0	none	0	0	0	none	0	1	0	25	0	0	0	0	0	0	0	0	0	0	0
SMA-00009	smallholder_intensification	2,014	rural	52	female	maize	0	none	0	0	0	none	0	1	0	36.4	0	0	0	0	0	0	0	0	0	0	0
SMA-00010	smallholder_intensification	2,022	rural	44	male	vegetables	1	herbicide_glyphosate	1	1	0	none	0	0	0	29.6	0	0	0	0	0	0	0	0	0	1	0
SMA-00011	smallholder_intensification	2,014	urban	21	male	rice	1	organophosphate	6	7	1	gloves_only	0	0	1	29.9	0	0	0	1	0	0	0	0	0	1	1
SMA-00012	smallholder_intensification	2,024	rural	31	male	vegetables	0	none	0	0	0	none	0	0	1	30.7	0	0	0	0	0	0	0	0	0	0	0
SMA-00013	smallholder_intensification	2,011	rural	37	female	vegetables	0	none	0	0	0	none	0	0	0	30.9	1	0	0	0	0	0	0	0	0	0	0
SMA-00014	smallholder_intensification	2,022	peri_urban	15	male	vegetables	0	none	0	0	0	none	0	0	0	33.4	0	0	0	0	0	0	0	0	0	0	0
SMA-00015	smallholder_intensification	2,023	rural	56	male	rice	0	none	0	0	0	none	0	1	0	31	0	0	0	0	0	0	0	0	0	0	0
SMA-00016	smallholder_intensification	2,015	rural	42	male	maize	1	organophosphate	1	9	1	mask_only	0	0	0	30.2	0	0	0	1	0	0	0	0	0	0	0
SMA-00017	smallholder_intensification	2,010	rural	37	male	rice	1	herbicide_glyphosate	8	6	0	none	0	0	0	30.5	1	1	0	1	0	0	0	0	0	0	0
SMA-00018	smallholder_intensification	2,016	rural	31	female	cocoa	1	organophosphate	7	2	0	none	0	1	0	32.3	0	0	1	0	1	0	0	1	5	0	0
SMA-00019	smallholder_intensification	2,019	rural	38	female	rice	1	pyrethroid	2	15	0	none	0	0	0	33.2	0	0	0	1	0	0	0	0	0	0	1
SMA-00020	smallholder_intensification	2,024	rural	33	female	vegetables	0	none	0	0	0	none	0	0	0	34	0	0	0	0	0	0	0	0	0	0	0
SMA-00021	smallholder_intensification	2,024	rural	58	female	maize	1	carbamate	1	14	0	none	0	0	0	31.3	0	0	0	1	0	0	0	0	0	0	1
SMA-00022	smallholder_intensification	2,024	rural	36	male	cocoa	1	organophosphate	4	6	1	gloves_only	0	0	1	23	1	0	0	0	0	0	1	1	1	0	0
SMA-00023	smallholder_intensification	2,020	peri_urban	29	female	maize	1	carbamate	4	7	0	none	0	1	1	26.8	0	0	0	0	0	0	0	0	0	0	0
SMA-00024	smallholder_intensification	2,021	rural	46	male	vegetables	1	pyrethroid	1	8	0	none	0	0	0	30.9	0	0	0	0	0	1	0	1	2	0	0
SMA-00025	smallholder_intensification	2,021	rural	36	male	rice	1	pyrethroid	7	4	0	none	0	0	1	32	0	0	1	1	0	0	0	1	1	0	0
SMA-00026	smallholder_intensification	2,012	rural	19	male	cocoa	0	none	0	0	0	none	0	0	0	25.3	0	0	0	0	0	0	0	0	0	0	0
SMA-00027	smallholder_intensification	2,020	rural	42	male	maize	1	neonicotinoid	6	15	0	none	0	0	1	27.2	0	0	1	1	0	0	0	1	1	0	0
SMA-00028	smallholder_intensification	2,020	rural	33	male	cotton	1	organophosphate	9	5	0	none	0	0	0	27.7	0	0	0	1	0	0	0	0	0	0	1
SMA-00029	smallholder_intensification	2,014	peri_urban	36	female	vegetables	1	neonicotinoid	7	3	0	none	0	0	0	35.5	0	0	0	1	1	0	0	1	6	0	0
SMA-00030	smallholder_intensification	2,024	peri_urban	39	male	maize	1	carbamate	5	4	0	none	0	1	0	28.1	1	0	0	0	0	0	0	0	0	0	0
SMA-00031	smallholder_intensification	2,019	rural	32	female	maize	1	organophosphate	5	11	0	none	0	0	0	28.8	0	0	1	1	1	0	1	1	5	0	1
SMA-00032	smallholder_intensification	2,015	urban	29	female	vegetables	0	none	0	0	0	none	0	1	0	31	0	0	0	0	0	0	0	0	0	0	0
SMA-00033	smallholder_intensification	2,014	rural	38	female	cotton	1	fungicide	6	5	0	none	0	0	1	23.2	1	1	0	1	0	0	0	0	0	0	1
SMA-00034	smallholder_intensification	2,012	rural	45	female	maize	1	pyrethroid	1	11	0	none	1	0	0	25.3	0	0	0	0	0	0	0	0	0	0	0
SMA-00035	smallholder_intensification	2,020	rural	37	female	maize	1	carbamate	1	7	0	none	1	1	1	25.1	0	0	0	0	0	0	1	1	5	0	0
SMA-00036	smallholder_intensification	2,019	urban	46	female	cotton	0	none	0	0	0	none	0	1	0	32.2	1	0	0	0	0	0	0	0	0	0	0
SMA-00037	smallholder_intensification	2,010	rural	35	male	rice	0	none	0	0	0	none	0	0	0	34.1	1	0	0	0	0	0	0	0	0	0	0
SMA-00038	smallholder_intensification	2,012	rural	38	male	cocoa	1	organophosphate	7	4	0	none	0	0	0	29.6	0	0	0	0	0	0	0	0	0	0	0
SMA-00039	smallholder_intensification	2,021	rural	33	female	cotton	1	organophosphate	3	9	0	none	0	1	0	28.6	1	0	0	1	0	0	0	0	0	0	0
SMA-00040	smallholder_intensification	2,021	peri_urban	38	female	maize	0	none	0	0	0	none	0	0	1	34.3	0	0	0	0	0	0	0	0	0	0	0
SMA-00041	smallholder_intensification	2,010	urban	35	female	cocoa	1	organophosphate	6	8	0	none	0	1	0	24.2	0	0	0	1	0	0	0	0	0	0	1
SMA-00042	smallholder_intensification	2,018	rural	34	male	cotton	0	none	0	0	0	none	0	0	1	30	1	0	0	0	0	0	0	0	0	0	0
SMA-00043	smallholder_intensification	2,022	peri_urban	37	female	cocoa	0	none	0	0	0	none	1	1	0	28.7	1	0	0	0	0	0	0	0	0	0	0
SMA-00044	smallholder_intensification	2,023	rural	29	male	maize	1	herbicide_glyphosate	5	7	0	none	0	1	0	26.2	0	0	0	1	0	0	0	0	0	0	0
SMA-00045	smallholder_intensification	2,023	peri_urban	25	male	maize	1	organophosphate	8	8	0	none	0	0	1	31.8	1	1	1	1	0	0	0	1	2	0	0
SMA-00046	smallholder_intensification	2,017	rural	39	male	maize	1	neonicotinoid	7	1	0	none	1	0	1	29.2	0	0	0	0	0	0	0	0	0	0	0
SMA-00047	smallholder_intensification	2,019	rural	39	male	maize	0	none	0	0	0	none	0	1	0	31	0	0	0	0	0	0	0	0	0	0	0
SMA-00048	smallholder_intensification	2,024	rural	30	male	cocoa	1	carbamate	7	5	0	none	0	1	0	28.9	0	0	1	1	0	0	0	1	2	0	0
SMA-00049	smallholder_intensification	2,023	rural	41	female	cocoa	1	organophosphate	5	5	0	none	0	0	0	32	0	0	0	1	0	0	1	1	9	0	0
SMA-00050	smallholder_intensification	2,014	rural	33	male	rice	0	none	0	0	0	none	0	1	0	31.4	0	0	0	0	0	0	0	0	0	0	0
SMA-00051	smallholder_intensification	2,012	peri_urban	23	male	cocoa	1	organophosphate	4	7	0	none	0	0	0	25.8	0	0	0	1	0	0	0	0	0	0	0
SMA-00052	smallholder_intensification	2,024	rural	50	female	cocoa	1	pyrethroid	2	2	0	none	0	0	0	32.5	0	0	0	1	0	0	0	0	0	0	1
SMA-00053	smallholder_intensification	2,012	rural	25	male	maize	1	neonicotinoid	3	6	0	none	0	0	0	34.1	0	0	0	1	0	0	0	0	0	0	0
SMA-00054	smallholder_intensification	2,016	rural	29	female	maize	1	organophosphate	4	5	0	none	0	0	0	22.6	1	1	0	1	0	0	0	0	0	0	0
SMA-00055	smallholder_intensification	2,010	rural	23	male	maize	1	neonicotinoid	5	12	0	none	1	1	1	29.1	0	0	0	0	0	0	0	0	0	0	1
SMA-00056	smallholder_intensification	2,013	rural	22	female	maize	1	organophosphate	2	4	0	none	0	1	0	30.9	0	0	0	0	0	1	1	1	2	0	0
SMA-00057	smallholder_intensification	2,022	rural	42	male	cotton	1	herbicide_glyphosate	7	9	0	none	0	0	1	34.7	0	0	0	1	0	0	0	0	0	0	0
SMA-00058	smallholder_intensification	2,024	rural	19	male	vegetables	1	carbamate	4	5	0	none	0	1	0	29.9	1	0	0	0	0	1	0	1	3	1	0
SMA-00059	smallholder_intensification	2,019	rural	46	female	cotton	1	organophosphate	5	5	0	none	0	0	0	25.3	0	0	0	0	0	0	1	1	6	0	1
SMA-00060	smallholder_intensification	2,022	peri_urban	39	male	cocoa	1	pyrethroid	4	1	1	mask_only	0	1	1	32.2	0	0	0	0	0	0	0	0	0	0	1
SMA-00061	smallholder_intensification	2,020	peri_urban	32	male	cotton	1	pyrethroid	4	7	1	full_ppe	0	1	1	35.7	1	0	0	0	0	0	0	0	0	1	0
SMA-00062	smallholder_intensification	2,015	rural	38	female	maize	0	none	0	0	0	none	0	0	0	31.2	0	0	0	0	0	0	0	0	0	0	0
SMA-00063	smallholder_intensification	2,012	peri_urban	40	male	cocoa	0	none	0	0	0	none	0	0	0	29.5	0	0	0	0	0	0	0	0	0	0	0
SMA-00064	smallholder_intensification	2,016	rural	24	female	cotton	0	none	0	0	0	none	0	1	1	24.4	0	0	0	0	0	0	0	0	0	0	0
SMA-00065	smallholder_intensification	2,013	rural	40	female	maize	1	organophosphate	1	11	0	none	0	0	1	28.7	0	0	0	0	0	1	1	1	5	0	0
SMA-00066	smallholder_intensification	2,020	rural	44	female	maize	0	none	0	0	0	none	0	1	0	30.7	0	0	0	0	0	0	0	0	0	0	0
SMA-00067	smallholder_intensification	2,017	urban	22	male	cotton	1	pyrethroid	2	19	0	none	0	0	1	31.5	0	0	0	1	0	0	0	0	0	0	0
SMA-00068	smallholder_intensification	2,020	rural	27	male	cotton	0	none	0	0	0	none	0	0	0	25.7	0	0	0	0	0	0	0	0	0	0	0
SMA-00069	smallholder_intensification	2,012	rural	34	female	cocoa	1	organophosphate	3	10	0	none	0	0	1	32.6	0	0	0	1	0	1	0	1	1	0	0
SMA-00070	smallholder_intensification	2,021	peri_urban	23	female	maize	1	organophosphate	4	8	0	none	0	0	0	25	0	0	0	1	0	0	0	0	0	0	0
SMA-00071	smallholder_intensification	2,023	peri_urban	45	male	maize	1	pyrethroid	4	3	0	none	0	0	0	29.2	0	0	0	1	0	0	0	0	0	0	0
SMA-00072	smallholder_intensification	2,015	rural	19	male	cocoa	1	neonicotinoid	4	6	0	none	0	0	1	28.1	0	0	0	1	0	0	0	0	0	0	0
SMA-00073	smallholder_intensification	2,016	peri_urban	22	male	vegetables	0	none	0	0	0	none	1	1	0	31.7	1	0	0	0	0	0	0	0	0	0	0
SMA-00074	smallholder_intensification	2,016	peri_urban	15	male	maize	1	pyrethroid	7	2	0	none	0	0	1	29.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00075	smallholder_intensification	2,014	rural	28	male	maize	0	none	0	0	0	none	0	1	1	30.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00076	smallholder_intensification	2,013	urban	46	female	maize	1	herbicide_glyphosate	4	13	0	none	0	0	0	25.6	0	0	0	1	1	0	0	1	4	0	1
SMA-00077	smallholder_intensification	2,021	rural	32	male	rice	0	none	0	0	0	none	0	0	0	26.7	0	0	0	0	0	0	0	0	0	0	0
SMA-00078	smallholder_intensification	2,017	urban	28	male	cocoa	1	neonicotinoid	6	9	0	none	1	1	0	28.4	0	0	1	1	0	1	0	1	1	0	0
SMA-00079	smallholder_intensification	2,021	peri_urban	22	male	rice	1	organophosphate	3	1	0	none	0	0	0	33.1	0	0	0	1	0	1	0	1	3	0	1
SMA-00080	smallholder_intensification	2,012	rural	54	male	maize	0	none	0	0	0	none	0	0	0	29.7	0	0	0	0	0	0	0	0	0	0	0
SMA-00081	smallholder_intensification	2,018	peri_urban	29	male	cotton	1	neonicotinoid	2	10	0	none	0	0	1	30.9	1	1	0	0	0	0	0	0	0	0	0
SMA-00082	smallholder_intensification	2,020	rural	24	male	vegetables	0	none	0	0	0	none	0	1	0	29.6	1	0	0	0	0	0	0	0	0	0	0
SMA-00083	smallholder_intensification	2,013	rural	63	male	rice	1	neonicotinoid	7	12	0	none	0	0	0	33.6	0	0	0	1	0	1	0	1	0	0	0
SMA-00084	smallholder_intensification	2,021	rural	31	male	cocoa	1	carbamate	4	10	0	none	0	0	0	24.1	0	0	0	1	0	0	0	0	0	0	0
SMA-00085	smallholder_intensification	2,023	urban	47	male	rice	1	pyrethroid	8	9	0	none	0	0	0	30	1	0	0	1	0	0	0	0	0	1	0
SMA-00086	smallholder_intensification	2,013	rural	32	male	maize	1	organophosphate	4	15	0	none	0	1	1	32	0	0	0	1	0	0	0	0	0	0	0
SMA-00087	smallholder_intensification	2,015	rural	49	male	maize	1	carbamate	1	9	0	none	0	0	0	33.1	0	0	0	1	1	0	0	1	4	0	1
SMA-00088	smallholder_intensification	2,024	urban	35	female	cocoa	0	none	0	0	0	none	0	0	1	21.2	0	0	0	0	0	0	0	0	0	0	0
SMA-00089	smallholder_intensification	2,019	rural	45	male	rice	1	carbamate	6	11	0	none	0	0	0	25.9	0	0	0	0	0	0	0	0	0	0	0
SMA-00090	smallholder_intensification	2,024	rural	16	female	cotton	1	pyrethroid	6	1	0	none	0	0	0	29.2	1	0	1	1	1	0	0	1	2	0	0
SMA-00091	smallholder_intensification	2,012	rural	50	male	cotton	0	none	0	0	0	none	0	0	0	29.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00092	smallholder_intensification	2,015	rural	21	female	cocoa	1	carbamate	6	4	0	none	0	0	0	29.7	0	0	0	1	0	0	0	0	0	1	1
SMA-00093	smallholder_intensification	2,024	rural	34	male	cotton	0	none	0	0	0	none	0	0	0	29.8	0	0	0	0	0	0	0	0	0	0	0
SMA-00094	smallholder_intensification	2,017	rural	15	male	vegetables	0	none	0	0	0	none	0	0	1	30.3	1	0	0	0	0	0	0	0	0	0	0
SMA-00095	smallholder_intensification	2,020	rural	25	male	cotton	1	carbamate	4	8	0	none	1	0	1	38.6	0	0	0	0	0	0	0	0	0	0	0
SMA-00096	smallholder_intensification	2,015	rural	38	male	maize	1	organophosphate	2	1	0	none	0	1	0	26.1	0	0	0	1	0	1	1	1	5	0	0
SMA-00097	smallholder_intensification	2,022	peri_urban	36	male	rice	0	none	0	0	0	none	0	0	1	34.6	0	0	0	0	0	0	0	0	0	0	0
SMA-00098	smallholder_intensification	2,011	rural	42	female	rice	1	herbicide_glyphosate	2	10	0	none	0	0	0	30.2	1	0	0	1	0	0	0	0	0	0	0
SMA-00099	smallholder_intensification	2,012	rural	29	male	rice	1	fungicide	5	9	0	none	0	0	1	31.2	0	0	1	0	0	1	0	1	2	0	1

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