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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-09800	smallholder_intensification	2,014	rural	29	female	vegetables	1	herbicide_glyphosate	2	2	0	none	0	0	0	30.5	1	0	0	0	0	0	0	0	0	0	0
SMA-09801	smallholder_intensification	2,012	rural	29	female	maize	1	organophosphate	3	1	0	none	0	0	0	28.4	0	0	0	1	0	0	0	0	0	0	0
SMA-09802	smallholder_intensification	2,015	peri_urban	39	female	cotton	1	organophosphate	9	17	0	none	0	0	0	31.8	1	1	0	0	0	0	1	1	3	0	0
SMA-09803	smallholder_intensification	2,012	rural	33	male	vegetables	0	none	0	0	0	none	0	1	0	31.9	1	0	0	0	0	0	0	0	0	0	0
SMA-09804	smallholder_intensification	2,016	urban	30	male	maize	1	neonicotinoid	5	2	0	none	0	0	0	33.2	0	0	0	1	0	0	0	0	0	0	0
SMA-09805	smallholder_intensification	2,023	urban	30	male	rice	1	carbamate	4	4	0	none	0	1	0	29.8	0	0	1	1	0	1	0	1	3	0	0
SMA-09806	smallholder_intensification	2,012	peri_urban	54	male	maize	0	none	0	0	0	none	0	1	0	27.9	1	0	0	0	0	0	0	0	0	0	0
SMA-09807	smallholder_intensification	2,020	rural	36	male	vegetables	1	neonicotinoid	6	1	0	none	0	1	1	31.3	0	0	0	0	1	0	0	1	4	0	0
SMA-09808	smallholder_intensification	2,012	peri_urban	24	male	cotton	0	none	0	0	0	none	0	0	1	25.6	0	0	0	0	0	0	0	0	0	0	0
SMA-09809	smallholder_intensification	2,023	rural	39	male	vegetables	1	pyrethroid	5	6	0	none	0	0	0	27.3	0	0	0	1	0	0	0	0	0	0	0
SMA-09810	smallholder_intensification	2,014	urban	34	male	cocoa	1	organophosphate	4	16	0	none	0	0	1	31.8	0	0	0	1	0	0	1	1	2	0	0
SMA-09811	smallholder_intensification	2,010	rural	15	male	cotton	1	herbicide_glyphosate	7	18	0	none	0	0	1	28.2	0	0	0	1	0	0	0	0	0	0	0
SMA-09812	smallholder_intensification	2,021	peri_urban	34	male	cotton	0	none	0	0	0	none	0	0	1	31.9	0	0	0	0	0	0	0	0	0	0	0
SMA-09813	smallholder_intensification	2,023	urban	35	female	maize	1	pyrethroid	4	5	0	none	0	0	1	26.7	0	0	0	0	0	0	0	0	0	0	0
SMA-09814	smallholder_intensification	2,013	rural	30	female	maize	1	carbamate	6	7	0	none	0	0	0	29.2	0	0	0	0	0	1	0	1	2	1	0
SMA-09815	smallholder_intensification	2,022	rural	20	male	vegetables	1	neonicotinoid	6	1	0	none	0	1	0	27	0	0	0	0	0	1	0	1	3	0	0
SMA-09816	smallholder_intensification	2,019	rural	22	male	maize	0	none	0	0	0	none	0	1	0	33	0	0	0	0	0	0	0	0	0	0	0
SMA-09817	smallholder_intensification	2,013	urban	37	male	cotton	1	organophosphate	5	15	0	none	1	1	0	29.3	1	0	0	1	1	0	0	1	3	0	0
SMA-09818	smallholder_intensification	2,013	rural	55	male	maize	1	organophosphate	5	4	0	none	0	0	1	32.4	1	0	0	1	1	0	0	1	5	0	0
SMA-09819	smallholder_intensification	2,012	peri_urban	31	female	vegetables	1	fungicide	3	1	0	none	1	0	1	29.1	1	0	1	1	0	0	0	1	4	0	1
SMA-09820	smallholder_intensification	2,022	peri_urban	44	female	maize	1	organophosphate	5	12	0	none	0	0	0	25.5	0	0	0	0	0	1	0	1	3	0	1
SMA-09821	smallholder_intensification	2,016	rural	31	male	cotton	0	none	0	0	0	none	0	1	1	34.5	1	0	0	0	0	0	0	0	0	0	0
SMA-09822	smallholder_intensification	2,022	rural	21	male	cotton	1	organophosphate	5	7	0	none	0	0	0	29.3	0	0	0	1	0	0	0	0	0	0	0
SMA-09823	smallholder_intensification	2,021	rural	35	male	maize	0	none	0	0	0	none	0	1	0	30.1	1	0	0	0	0	0	0	0	0	0	0
SMA-09824	smallholder_intensification	2,024	rural	44	female	maize	1	pyrethroid	3	10	0	none	0	1	0	34	0	0	0	0	0	0	0	0	0	0	0
SMA-09825	smallholder_intensification	2,016	peri_urban	41	female	rice	0	none	0	0	0	none	0	0	0	34.3	0	0	0	0	0	0	0	0	0	0	0
SMA-09826	smallholder_intensification	2,023	rural	24	male	maize	0	none	0	0	0	none	0	0	1	33.3	0	0	0	0	0	0	0	0	0	0	0
SMA-09827	smallholder_intensification	2,020	rural	39	male	vegetables	0	none	0	0	0	none	0	0	0	31.2	1	0	0	0	0	0	0	0	0	0	0
SMA-09828	smallholder_intensification	2,015	rural	24	female	maize	1	organophosphate	4	5	0	none	0	0	0	28.7	1	0	0	1	0	0	1	1	1	0	0
SMA-09829	smallholder_intensification	2,018	urban	20	female	vegetables	0	none	0	0	0	none	0	1	1	25.7	0	0	0	0	0	0	0	0	0	0	0
SMA-09830	smallholder_intensification	2,016	peri_urban	37	male	vegetables	1	organophosphate	3	6	0	none	0	1	1	32.5	0	0	0	1	0	0	0	0	0	0	1
SMA-09831	smallholder_intensification	2,019	rural	22	male	maize	0	none	0	0	0	none	0	1	1	28.9	0	0	0	0	0	0	0	0	0	0	0
SMA-09832	smallholder_intensification	2,015	peri_urban	33	female	maize	1	pyrethroid	4	1	0	none	0	0	0	30	0	0	1	0	1	0	0	1	3	1	0
SMA-09833	smallholder_intensification	2,020	rural	24	male	rice	0	none	0	0	0	none	1	0	0	29.5	0	0	0	0	0	0	0	0	0	0	0
SMA-09834	smallholder_intensification	2,013	rural	36	male	maize	1	herbicide_glyphosate	4	14	0	none	0	0	0	29.1	1	0	0	1	0	0	0	0	0	0	1
SMA-09835	smallholder_intensification	2,017	peri_urban	29	female	rice	1	organophosphate	3	5	0	none	0	1	0	30.8	0	0	0	1	0	0	0	0	0	0	0
SMA-09836	smallholder_intensification	2,021	rural	23	male	vegetables	1	carbamate	7	7	0	none	0	0	0	28.5	0	0	0	0	0	0	0	0	0	0	0
SMA-09837	smallholder_intensification	2,022	rural	30	female	vegetables	1	organophosphate	4	9	0	none	0	1	1	31.8	0	0	0	1	0	0	0	0	0	0	0
SMA-09838	smallholder_intensification	2,024	rural	42	male	rice	0	none	0	0	0	none	0	0	0	32.1	1	0	0	0	0	0	0	0	0	0	0
SMA-09839	smallholder_intensification	2,016	rural	51	female	maize	1	pyrethroid	1	15	0	none	0	0	0	30.5	1	0	0	1	0	0	0	0	0	0	0
SMA-09840	smallholder_intensification	2,014	rural	50	female	vegetables	1	organophosphate	2	10	0	none	0	0	1	30.7	1	0	0	0	0	0	0	0	0	0	0
SMA-09841	smallholder_intensification	2,017	rural	30	male	cotton	1	organophosphate	9	12	0	none	0	0	1	26	0	0	0	1	0	0	0	0	0	0	0
SMA-09842	smallholder_intensification	2,010	rural	38	female	cotton	1	pyrethroid	2	15	0	none	0	1	0	31.8	0	0	0	0	0	0	0	0	0	0	0
SMA-09843	smallholder_intensification	2,024	peri_urban	35	male	maize	1	organophosphate	4	6	0	none	0	0	0	33.2	0	0	0	1	0	1	0	1	4	1	0
SMA-09844	smallholder_intensification	2,019	rural	43	female	cotton	0	none	0	0	0	none	0	0	0	31.8	0	0	0	0	0	0	0	0	0	0	0
SMA-09845	smallholder_intensification	2,019	rural	43	female	vegetables	1	organophosphate	8	9	0	none	0	0	0	29.7	0	0	0	1	0	0	1	1	2	0	0
SMA-09846	smallholder_intensification	2,023	rural	35	male	cocoa	0	none	0	0	0	none	0	0	0	34.4	1	0	0	0	0	0	0	0	0	0	0
SMA-09847	smallholder_intensification	2,016	urban	17	female	cocoa	1	pyrethroid	1	10	0	none	0	1	0	29.3	1	0	0	1	0	0	0	0	0	0	0
SMA-09848	smallholder_intensification	2,020	peri_urban	46	female	cotton	0	none	0	0	0	none	0	0	0	32.6	0	0	0	0	0	0	0	0	0	0	0
SMA-09849	smallholder_intensification	2,019	urban	31	male	maize	0	none	0	0	0	none	0	0	0	27.4	1	0	0	0	0	0	0	0	0	0	0
SMA-09850	smallholder_intensification	2,013	peri_urban	35	male	vegetables	1	pyrethroid	8	2	0	none	0	0	0	29.3	0	0	0	0	0	0	0	0	0	0	0
SMA-09851	smallholder_intensification	2,019	urban	24	female	cocoa	1	carbamate	4	3	0	none	0	0	0	30.8	1	1	0	0	0	0	0	0	0	1	0
SMA-09852	smallholder_intensification	2,019	peri_urban	30	female	maize	1	organophosphate	4	7	0	none	0	0	0	27.9	1	0	0	0	0	0	0	0	0	1	0
SMA-09853	smallholder_intensification	2,015	rural	30	male	vegetables	1	pyrethroid	1	8	0	none	0	0	0	31.8	0	0	0	0	0	0	0	0	0	0	0
SMA-09854	smallholder_intensification	2,022	rural	33	male	vegetables	0	none	0	0	0	none	0	0	0	31.8	1	0	0	0	0	0	0	0	0	0	0
SMA-09855	smallholder_intensification	2,013	rural	20	female	maize	0	none	0	0	0	none	0	1	0	28.7	1	0	0	0	0	0	0	0	0	0	0
SMA-09856	smallholder_intensification	2,024	rural	22	female	maize	0	none	0	0	0	none	0	0	0	28	1	0	0	0	0	0	0	0	0	0	0
SMA-09857	smallholder_intensification	2,016	peri_urban	28	female	cotton	1	organophosphate	3	13	0	none	0	0	0	28.9	1	0	1	1	0	0	0	1	5	0	0
SMA-09858	smallholder_intensification	2,010	rural	35	male	cotton	1	herbicide_glyphosate	5	12	0	none	0	0	0	32	1	0	0	0	0	1	0	1	2	0	0
SMA-09859	smallholder_intensification	2,019	rural	39	male	cotton	1	pyrethroid	3	10	0	none	0	1	0	32.8	0	0	0	1	0	0	0	0	0	0	0
SMA-09860	smallholder_intensification	2,010	rural	39	male	cotton	1	organophosphate	2	1	0	none	0	0	1	29.8	0	0	0	1	0	0	1	1	1	1	1
SMA-09861	smallholder_intensification	2,019	rural	43	female	maize	1	organophosphate	6	9	0	none	0	0	0	31.4	0	0	0	1	0	0	0	0	0	0	0
SMA-09862	smallholder_intensification	2,017	urban	26	female	cocoa	1	pyrethroid	4	10	0	none	0	0	1	28.2	0	0	0	1	0	0	0	0	0	0	0
SMA-09863	smallholder_intensification	2,014	rural	29	female	rice	1	pyrethroid	2	11	0	none	0	0	0	28.7	0	0	0	0	0	0	0	0	0	0	0
SMA-09864	smallholder_intensification	2,017	urban	34	male	maize	0	none	0	0	0	none	0	0	1	30.4	0	0	0	0	0	0	0	0	0	0	0
SMA-09865	smallholder_intensification	2,018	rural	30	female	cocoa	1	herbicide_glyphosate	9	13	0	none	0	1	0	28.6	1	0	0	1	0	0	0	0	0	0	0
SMA-09866	smallholder_intensification	2,013	peri_urban	26	female	cocoa	1	organophosphate	3	7	0	none	0	0	1	34.7	0	0	0	1	0	0	0	0	0	0	1
SMA-09867	smallholder_intensification	2,015	peri_urban	38	male	maize	0	none	0	0	0	none	1	0	0	28.6	0	0	0	0	0	0	0	0	0	0	0
SMA-09868	smallholder_intensification	2,014	peri_urban	23	female	rice	1	organophosphate	4	9	0	none	0	0	0	26.3	0	0	0	1	0	0	0	0	0	0	0
SMA-09869	smallholder_intensification	2,013	rural	47	male	cocoa	0	none	0	0	0	none	0	0	0	30.5	0	0	0	0	0	0	0	0	0	0	0
SMA-09870	smallholder_intensification	2,018	rural	40	male	rice	1	pyrethroid	3	4	1	mask_only	0	0	0	31.2	0	0	0	0	0	1	0	1	1	1	0
SMA-09871	smallholder_intensification	2,021	rural	51	female	vegetables	0	none	0	0	0	none	0	0	1	28.3	0	0	0	0	0	0	0	0	0	0	0
SMA-09872	smallholder_intensification	2,021	rural	30	male	maize	1	herbicide_glyphosate	2	4	0	none	0	1	0	29.5	1	0	0	1	0	0	0	0	0	0	1
SMA-09873	smallholder_intensification	2,016	rural	33	male	rice	1	organophosphate	5	9	0	none	0	1	0	35.2	0	0	0	0	1	1	0	1	4	0	0
SMA-09874	smallholder_intensification	2,020	rural	46	female	maize	1	organophosphate	5	17	0	none	0	1	0	31.5	0	0	0	0	1	0	0	1	3	0	0
SMA-09875	smallholder_intensification	2,017	rural	36	female	cotton	1	organophosphate	2	6	0	none	1	1	0	26.1	1	1	0	0	0	0	0	0	0	0	0
SMA-09876	smallholder_intensification	2,020	urban	49	female	cocoa	1	pyrethroid	4	9	0	none	0	0	0	31.8	0	0	0	0	0	0	0	0	0	0	0
SMA-09877	smallholder_intensification	2,022	rural	30	female	rice	0	none	0	0	0	none	0	0	0	28.1	0	0	0	0	0	0	0	0	0	0	0
SMA-09878	smallholder_intensification	2,023	rural	38	female	vegetables	0	none	0	0	0	none	0	1	0	33.4	1	0	0	0	0	0	0	0	0	0	0
SMA-09879	smallholder_intensification	2,022	rural	30	female	cocoa	0	none	0	0	0	none	0	1	1	28.8	0	0	0	0	0	0	0	0	0	0	0
SMA-09880	smallholder_intensification	2,016	rural	26	male	rice	1	fungicide	8	11	0	none	0	0	0	31.9	1	0	0	1	0	1	0	1	6	0	0
SMA-09881	smallholder_intensification	2,015	rural	32	male	rice	0	none	0	0	0	none	0	0	1	32.3	0	0	0	0	0	0	0	0	0	0	0
SMA-09882	smallholder_intensification	2,024	peri_urban	31	male	rice	0	none	0	0	0	none	1	0	0	27.2	1	0	0	0	0	0	0	0	0	0	0
SMA-09883	smallholder_intensification	2,024	rural	24	female	vegetables	1	organophosphate	1	4	0	none	0	0	0	24.4	0	0	0	0	0	0	0	0	0	0	0
SMA-09884	smallholder_intensification	2,020	rural	37	female	cotton	0	none	0	0	0	none	0	1	0	29.3	0	0	0	0	0	0	0	0	0	0	0
SMA-09885	smallholder_intensification	2,022	rural	15	male	cocoa	0	none	0	0	0	none	0	0	1	32.6	0	0	0	0	0	0	0	0	0	0	0
SMA-09886	smallholder_intensification	2,021	peri_urban	37	male	cocoa	1	carbamate	4	2	0	none	0	1	0	36.2	1	1	0	1	0	1	0	1	4	0	1
SMA-09887	smallholder_intensification	2,014	urban	35	female	maize	0	none	0	0	0	none	0	0	1	32.6	0	0	0	0	0	0	0	0	0	0	0
SMA-09888	smallholder_intensification	2,024	rural	28	female	rice	1	herbicide_glyphosate	3	1	0	none	0	0	0	34.9	0	0	0	1	1	0	0	1	0	0	0
SMA-09889	smallholder_intensification	2,024	rural	35	male	cocoa	1	fungicide	2	3	0	none	1	1	0	28.8	1	0	0	0	1	0	0	1	1	0	0
SMA-09890	smallholder_intensification	2,019	rural	22	male	vegetables	0	none	0	0	0	none	0	1	1	32.1	0	0	0	0	0	0	0	0	0	0	0
SMA-09891	smallholder_intensification	2,024	rural	26	female	cocoa	1	pyrethroid	5	8	0	none	0	1	1	30.7	0	0	0	1	1	0	0	1	3	0	1
SMA-09892	smallholder_intensification	2,020	rural	35	male	vegetables	1	herbicide_glyphosate	3	2	0	none	0	0	1	27.6	1	0	0	1	0	0	0	0	0	1	0
SMA-09893	smallholder_intensification	2,017	rural	33	male	maize	1	organophosphate	3	15	0	none	0	1	0	31	1	1	0	1	1	0	0	1	1	0	0
SMA-09894	smallholder_intensification	2,014	rural	39	female	maize	0	none	0	0	0	none	0	0	0	38	0	0	0	0	0	0	0	0	0	0	0
SMA-09895	smallholder_intensification	2,020	rural	27	male	maize	1	carbamate	2	15	0	none	0	0	1	23.6	0	0	0	1	0	0	0	0	0	0	0
SMA-09896	smallholder_intensification	2,013	rural	50	male	cotton	1	carbamate	3	5	0	none	0	1	0	30.3	0	0	1	0	0	1	0	1	3	0	1
SMA-09897	smallholder_intensification	2,021	urban	26	male	maize	1	organophosphate	3	5	0	none	0	1	0	33.2	1	0	0	0	1	1	0	1	0	0	0
SMA-09898	smallholder_intensification	2,017	urban	37	female	rice	1	organophosphate	4	4	0	none	0	1	0	30.4	0	0	0	0	0	0	0	0	0	0	1
SMA-09899	smallholder_intensification	2,014	rural	36	female	rice	0	none	0	0	0	none	0	0	0	31.1	1	0	0	0	0	0	0	0	0	0	0

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