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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-00200	smallholder_intensification	2,015	rural	20	male	maize	0	none	0	0	0	none	0	1	0	32.5	1	0	0	0	0	0	0	0	0	0	0
SMA-00201	smallholder_intensification	2,024	rural	25	male	cocoa	1	carbamate	2	8	0	none	0	0	0	26	1	0	0	1	0	0	1	1	2	0	0
SMA-00202	smallholder_intensification	2,015	peri_urban	31	male	rice	1	neonicotinoid	2	10	0	none	0	0	0	30.6	0	0	0	0	0	0	0	0	0	0	0
SMA-00203	smallholder_intensification	2,013	rural	52	male	maize	1	pyrethroid	7	11	0	none	0	0	0	27.2	0	0	0	1	0	0	0	0	0	0	1
SMA-00204	smallholder_intensification	2,024	rural	32	male	vegetables	0	none	0	0	0	none	0	1	0	30.2	0	0	0	0	0	0	0	0	0	0	0
SMA-00205	smallholder_intensification	2,015	rural	36	male	cotton	0	none	0	0	0	none	0	1	1	30	0	0	0	0	0	0	0	0	0	0	0
SMA-00206	smallholder_intensification	2,010	rural	23	female	maize	1	pyrethroid	3	6	0	none	0	1	0	28	0	0	0	1	1	0	0	1	4	0	0
SMA-00207	smallholder_intensification	2,010	rural	40	male	maize	1	organophosphate	6	9	0	none	0	0	0	22.7	0	0	0	1	0	0	0	0	0	0	0
SMA-00208	smallholder_intensification	2,024	rural	17	male	maize	1	organophosphate	4	12	0	none	0	1	0	32.2	0	0	0	1	0	0	0	0	0	1	0
SMA-00209	smallholder_intensification	2,022	rural	54	male	cotton	0	none	0	0	0	none	0	1	0	38.2	0	0	0	0	0	0	0	0	0	0	0
SMA-00210	smallholder_intensification	2,010	rural	35	male	maize	0	none	0	0	0	none	0	1	1	26.9	0	0	0	0	0	0	0	0	0	0	0
SMA-00211	smallholder_intensification	2,023	rural	23	male	cotton	1	herbicide_glyphosate	3	12	0	none	0	0	0	27.7	1	0	0	1	0	0	0	0	0	0	1
SMA-00212	smallholder_intensification	2,017	rural	28	male	maize	1	carbamate	8	5	0	none	1	1	0	31.1	1	1	0	0	0	0	1	1	0	0	0
SMA-00213	smallholder_intensification	2,021	rural	29	male	vegetables	1	carbamate	3	13	0	none	0	0	0	30.8	0	0	0	1	0	0	0	0	0	0	0
SMA-00214	smallholder_intensification	2,019	rural	29	female	cotton	0	none	0	0	0	none	1	1	1	27.3	0	0	0	0	0	0	0	0	0	0	0
SMA-00215	smallholder_intensification	2,017	rural	46	male	cotton	1	carbamate	3	6	0	none	0	0	0	29.9	1	1	0	0	0	0	0	0	0	1	0
SMA-00216	smallholder_intensification	2,014	rural	37	male	maize	0	none	0	0	0	none	0	0	0	27	0	0	0	0	0	0	0	0	0	0	0
SMA-00217	smallholder_intensification	2,016	rural	38	female	vegetables	1	herbicide_glyphosate	5	6	0	none	0	0	0	26.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00218	smallholder_intensification	2,021	rural	35	male	vegetables	1	organophosphate	8	8	0	none	0	0	0	26	0	0	0	1	0	0	0	0	0	0	0
SMA-00219	smallholder_intensification	2,012	rural	53	female	maize	0	none	0	0	0	none	1	0	0	28.2	0	0	0	0	0	0	0	0	0	0	0
SMA-00220	smallholder_intensification	2,019	peri_urban	32	female	maize	0	none	0	0	0	none	0	0	1	25.2	0	0	0	0	0	0	0	0	0	0	0
SMA-00221	smallholder_intensification	2,014	rural	47	male	maize	1	organophosphate	1	12	0	none	1	0	0	29	0	0	0	0	0	0	1	1	4	0	0
SMA-00222	smallholder_intensification	2,015	rural	26	female	maize	1	herbicide_glyphosate	4	12	0	none	0	1	0	30.8	1	1	0	0	0	0	0	0	0	0	1
SMA-00223	smallholder_intensification	2,018	rural	23	male	maize	1	pyrethroid	9	3	1	gloves_only	0	1	0	26.7	1	0	0	0	0	0	0	0	0	0	0
SMA-00224	smallholder_intensification	2,016	rural	20	male	rice	1	fungicide	3	10	0	none	0	0	0	32.1	1	1	0	1	0	0	0	0	0	0	0
SMA-00225	smallholder_intensification	2,014	rural	43	male	cotton	1	fungicide	2	1	0	none	0	0	0	30.8	0	0	0	0	0	0	0	0	0	0	0
SMA-00226	smallholder_intensification	2,021	rural	44	female	vegetables	0	none	0	0	0	none	0	0	0	27.9	0	0	0	0	0	0	0	0	0	0	0
SMA-00227	smallholder_intensification	2,010	rural	54	male	maize	1	pyrethroid	5	10	0	none	0	1	0	27.3	0	0	0	0	0	1	0	1	4	0	1
SMA-00228	smallholder_intensification	2,018	peri_urban	34	male	maize	1	neonicotinoid	7	7	0	none	0	1	0	32.5	1	1	0	0	0	0	0	0	0	0	0
SMA-00229	smallholder_intensification	2,012	rural	38	female	cotton	0	none	0	0	0	none	0	0	0	30	0	0	0	0	0	0	0	0	0	0	0
SMA-00230	smallholder_intensification	2,010	rural	45	male	maize	1	pyrethroid	2	2	1	full_ppe	1	0	0	23.6	0	0	0	1	0	0	0	0	0	0	0
SMA-00231	smallholder_intensification	2,015	peri_urban	39	male	maize	1	pyrethroid	1	6	0	none	1	1	0	25.7	0	0	0	1	0	0	0	0	0	1	0
SMA-00232	smallholder_intensification	2,012	rural	25	male	maize	1	pyrethroid	1	3	0	none	0	0	0	29.4	0	0	0	1	1	0	0	1	2	0	0
SMA-00233	smallholder_intensification	2,017	rural	34	male	maize	0	none	0	0	0	none	0	1	0	27.2	0	0	0	0	0	0	0	0	0	0	0
SMA-00234	smallholder_intensification	2,023	rural	29	male	maize	0	none	0	0	0	none	0	1	0	21.4	1	0	0	0	0	0	0	0	0	0	0
SMA-00235	smallholder_intensification	2,015	peri_urban	36	male	cocoa	0	none	0	0	0	none	0	0	0	30.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00236	smallholder_intensification	2,021	rural	28	female	cotton	0	none	0	0	0	none	0	1	1	30.5	0	0	0	0	0	0	0	0	0	0	0
SMA-00237	smallholder_intensification	2,015	rural	24	male	cocoa	0	none	0	0	0	none	0	0	0	36.2	1	0	0	0	0	0	0	0	0	0	0
SMA-00238	smallholder_intensification	2,011	rural	17	female	cotton	1	carbamate	3	11	0	none	0	0	0	30.3	1	0	0	1	1	0	0	1	0	1	1
SMA-00239	smallholder_intensification	2,019	urban	23	male	rice	0	none	0	0	0	none	0	1	0	31.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00240	smallholder_intensification	2,020	peri_urban	40	male	maize	0	none	0	0	0	none	0	1	1	24.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00241	smallholder_intensification	2,020	rural	38	female	vegetables	0	none	0	0	0	none	0	0	0	28.4	0	0	0	0	0	0	0	0	0	0	0
SMA-00242	smallholder_intensification	2,022	rural	26	male	cocoa	0	none	0	0	0	none	0	0	0	32.5	1	0	0	0	0	0	0	0	0	0	0
SMA-00243	smallholder_intensification	2,012	urban	32	female	vegetables	0	none	0	0	0	none	0	0	1	34.4	1	0	0	0	0	0	0	0	0	0	0
SMA-00244	smallholder_intensification	2,021	peri_urban	22	male	rice	1	organophosphate	6	4	0	none	0	0	1	28	1	1	1	0	0	0	1	1	4	0	1
SMA-00245	smallholder_intensification	2,024	rural	59	male	cotton	0	none	0	0	0	none	1	0	0	27.7	0	0	0	0	0	0	0	0	0	0	0
SMA-00246	smallholder_intensification	2,024	rural	50	male	vegetables	1	carbamate	2	10	0	none	0	0	0	34	0	0	0	0	0	0	0	0	0	1	0
SMA-00247	smallholder_intensification	2,021	rural	40	male	maize	1	organophosphate	2	11	0	none	1	0	0	30.6	0	0	1	0	1	0	1	1	1	0	0
SMA-00248	smallholder_intensification	2,010	rural	43	male	cocoa	0	none	0	0	0	none	0	1	0	35.8	1	0	0	0	0	0	0	0	0	0	0
SMA-00249	smallholder_intensification	2,020	rural	29	female	maize	0	none	0	0	0	none	0	1	0	28.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00250	smallholder_intensification	2,012	rural	31	male	rice	1	organophosphate	3	1	0	none	0	1	0	25.7	1	0	0	1	0	0	1	1	5	0	0
SMA-00251	smallholder_intensification	2,015	rural	19	male	cocoa	1	pyrethroid	6	6	1	mask_only	0	0	0	32.1	0	0	0	1	0	0	0	0	0	1	1
SMA-00252	smallholder_intensification	2,024	rural	25	male	maize	0	none	0	0	0	none	0	1	0	26	0	0	0	0	0	0	0	0	0	0	0
SMA-00253	smallholder_intensification	2,012	urban	27	female	rice	0	none	0	0	0	none	0	0	0	35.3	0	0	0	0	0	0	0	0	0	0	0
SMA-00254	smallholder_intensification	2,019	rural	16	female	cotton	0	none	0	0	0	none	0	1	0	29.6	0	0	0	0	0	0	0	0	0	0	0
SMA-00255	smallholder_intensification	2,017	rural	49	male	maize	0	none	0	0	0	none	0	0	0	30.8	0	0	0	0	0	0	0	0	0	0	0
SMA-00256	smallholder_intensification	2,017	peri_urban	43	female	maize	0	none	0	0	0	none	0	1	0	32.4	0	0	0	0	0	0	0	0	0	0	0
SMA-00257	smallholder_intensification	2,011	rural	27	female	vegetables	1	carbamate	3	11	0	none	0	1	1	27.8	1	0	1	0	0	0	0	1	3	0	0
SMA-00258	smallholder_intensification	2,017	rural	25	male	maize	0	none	0	0	0	none	0	1	0	31.4	1	0	0	0	0	0	0	0	0	0	0
SMA-00259	smallholder_intensification	2,018	rural	27	female	maize	0	none	0	0	0	none	0	0	0	23.4	0	0	0	0	0	0	0	0	0	0	0
SMA-00260	smallholder_intensification	2,019	rural	38	male	vegetables	0	none	0	0	0	none	0	0	0	31	0	0	0	0	0	0	0	0	0	0	0
SMA-00261	smallholder_intensification	2,017	rural	40	male	rice	0	none	0	0	0	none	0	1	0	26	0	0	0	0	0	0	0	0	0	0	0
SMA-00262	smallholder_intensification	2,015	rural	39	female	maize	0	none	0	0	0	none	0	1	0	30.6	0	0	0	0	0	0	0	0	0	0	0
SMA-00263	smallholder_intensification	2,023	peri_urban	41	female	rice	1	fungicide	2	10	0	none	0	1	0	28.3	1	0	0	0	0	0	0	0	0	0	0
SMA-00264	smallholder_intensification	2,014	peri_urban	27	female	maize	0	none	0	0	0	none	0	0	0	29.7	0	0	0	0	0	0	0	0	0	0	0
SMA-00265	smallholder_intensification	2,020	peri_urban	37	female	maize	1	fungicide	3	7	0	none	0	0	1	32	1	1	1	0	0	0	0	1	3	0	0
SMA-00266	smallholder_intensification	2,014	rural	46	male	rice	1	carbamate	5	1	0	none	0	0	0	31.8	0	0	0	1	0	0	0	0	0	0	0
SMA-00267	smallholder_intensification	2,016	rural	45	female	vegetables	1	carbamate	4	6	0	none	0	0	0	32.5	1	1	0	0	0	0	1	1	2	0	0
SMA-00268	smallholder_intensification	2,022	rural	41	male	vegetables	1	organophosphate	4	3	0	none	0	0	0	27.6	1	1	0	0	0	1	1	1	0	0	0
SMA-00269	smallholder_intensification	2,018	rural	35	female	maize	1	carbamate	4	14	0	none	0	1	1	32	0	0	0	1	0	0	0	0	0	0	0
SMA-00270	smallholder_intensification	2,024	rural	27	male	maize	0	none	0	0	0	none	0	0	0	30.7	0	0	0	0	0	0	0	0	0	0	0
SMA-00271	smallholder_intensification	2,010	peri_urban	15	female	vegetables	1	neonicotinoid	1	5	0	none	0	0	0	31.8	1	0	1	1	0	0	0	1	5	0	0
SMA-00272	smallholder_intensification	2,013	peri_urban	46	female	maize	0	none	0	0	0	none	0	0	1	29.3	0	0	0	0	0	0	0	0	0	0	0
SMA-00273	smallholder_intensification	2,014	rural	30	female	vegetables	1	organophosphate	2	5	0	none	0	0	0	32.7	0	0	1	1	0	0	1	1	1	0	0
SMA-00274	smallholder_intensification	2,021	rural	31	male	vegetables	0	none	0	0	0	none	0	1	0	24.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00275	smallholder_intensification	2,013	peri_urban	20	male	vegetables	1	pyrethroid	4	7	0	none	0	1	0	27.5	0	0	0	1	0	0	0	0	0	0	0
SMA-00276	smallholder_intensification	2,017	rural	30	male	maize	1	carbamate	5	8	0	none	1	1	0	33.8	0	0	0	0	1	0	0	1	2	0	1
SMA-00277	smallholder_intensification	2,016	rural	54	female	cocoa	0	none	0	0	0	none	0	1	0	31.4	1	0	0	0	0	0	0	0	0	0	0
SMA-00278	smallholder_intensification	2,022	urban	29	male	cotton	1	organophosphate	5	10	0	none	0	0	0	30.4	0	0	0	1	0	0	0	0	0	0	0
SMA-00279	smallholder_intensification	2,012	urban	40	male	maize	0	none	0	0	0	none	0	0	0	26.5	0	0	0	0	0	0	0	0	0	0	0
SMA-00280	smallholder_intensification	2,013	rural	41	male	maize	0	none	0	0	0	none	0	1	0	32.5	1	0	0	0	0	0	0	0	0	0	0
SMA-00281	smallholder_intensification	2,012	rural	15	female	cotton	1	pyrethroid	3	1	0	none	0	0	0	29.8	0	0	0	1	0	0	0	0	0	0	0
SMA-00282	smallholder_intensification	2,021	rural	34	female	maize	1	pyrethroid	2	15	0	none	1	0	1	31.7	0	0	0	1	0	0	0	0	0	0	1
SMA-00283	smallholder_intensification	2,013	rural	20	male	maize	1	carbamate	8	10	1	mask_only	1	1	0	27.1	0	0	0	0	0	0	0	0	0	0	0
SMA-00284	smallholder_intensification	2,021	urban	39	male	cotton	1	fungicide	4	4	0	none	0	1	0	36.4	1	0	0	0	1	0	0	1	1	0	0
SMA-00285	smallholder_intensification	2,012	rural	54	male	cotton	1	organophosphate	3	5	0	none	1	0	0	31.5	1	1	0	0	1	0	0	1	2	0	1
SMA-00286	smallholder_intensification	2,018	rural	55	male	cocoa	1	neonicotinoid	2	11	0	none	0	0	0	26.1	1	0	0	1	0	0	0	0	0	0	0
SMA-00287	smallholder_intensification	2,022	rural	29	male	cocoa	0	none	0	0	0	none	0	1	0	27.8	0	0	0	0	0	0	0	0	0	0	0
SMA-00288	smallholder_intensification	2,012	rural	27	male	rice	1	neonicotinoid	1	17	0	none	0	1	1	25.6	1	0	0	1	0	0	0	0	0	0	1
SMA-00289	smallholder_intensification	2,022	rural	34	female	cotton	0	none	0	0	0	none	0	0	0	35.9	1	0	0	0	0	0	0	0	0	0	0
SMA-00290	smallholder_intensification	2,022	peri_urban	29	male	cocoa	1	pyrethroid	3	6	0	none	0	0	1	26.9	0	0	0	0	0	0	0	0	0	0	0
SMA-00291	smallholder_intensification	2,019	rural	34	female	maize	1	organophosphate	6	1	0	none	0	0	0	28.9	0	0	0	0	0	0	0	0	0	0	0
SMA-00292	smallholder_intensification	2,021	rural	40	female	cocoa	0	none	0	0	0	none	0	1	0	27	0	0	0	0	0	0	0	0	0	0	0
SMA-00293	smallholder_intensification	2,018	rural	26	female	vegetables	1	herbicide_glyphosate	3	4	0	none	0	1	1	29.1	0	0	0	1	0	0	0	0	0	0	0
SMA-00294	smallholder_intensification	2,013	peri_urban	32	male	cocoa	1	organophosphate	3	7	0	none	0	0	0	28.4	1	1	0	1	0	0	1	1	2	0	0
SMA-00295	smallholder_intensification	2,024	rural	37	male	maize	0	none	0	0	0	none	0	0	0	31.4	0	0	0	0	0	0	0	0	0	0	0
SMA-00296	smallholder_intensification	2,011	rural	23	male	cotton	1	pyrethroid	4	7	0	none	0	0	0	31.7	0	0	0	1	1	0	0	1	4	0	0
SMA-00297	smallholder_intensification	2,020	peri_urban	16	female	vegetables	0	none	0	0	0	none	0	0	0	29.3	0	0	0	0	0	0	0	0	0	0	0
SMA-00298	smallholder_intensification	2,023	rural	18	female	cocoa	1	carbamate	3	9	0	none	0	0	0	28.4	0	0	0	0	0	0	0	0	0	1	0
SMA-00299	smallholder_intensification	2,014	rural	45	male	rice	1	pyrethroid	5	8	0	none	1	0	1	27	0	0	0	1	1	0	0	1	3	0	0

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