Split (1)

train · 15k rows

record_id int64 1 6k	irrigation_id stringlengths 18 18	country stringclasses 10 values	year int64 2.02k 2.03k	farm_size_ha float64 0.2 23.6	farm_type stringclasses 3 values	has_irrigation bool 2 classes	annual_rainfall_mm float64 400 2k	rainfall_variability_pct float64 15 35	drought_frequency stringclasses 3 values	water_stress_months int64 2 7	irrigation_type stringclasses 7 values	water_source stringclasses 7 values	energy_source stringclasses 7 values	ownership stringclasses 6 values	area_irrigated_ha float64 0 10.1	rainfed_area_ha float64 0 23.6	irrigation_pct float64 0 99.9	irrigation_capacity_m3_day float64 0 444	system_age_years int64 0 19	system_condition stringclasses 5 values	installation_cost_usd float64 0 19.1k	annual_maintenance_usd float64 0 2.51k	subsidy_received bool 2 classes	subsidy_amount_usd float64 0 6.71k	financing_access bool 2 classes	water_applied_mm float64 0 800	crop_water_requirement_mm float64 400 700	application_efficiency_pct float64 0 95	effective_water_mm float64 0 757	water_productivity_kg_m3 float64 0 2.5	conveyance_efficiency_pct float64 0 95	distribution_uniformity_pct float64 0 95	irrigation_efficiency_index float64 0 84.8	energy_cost_usd_season float64 0 2.19k	labor_hours_season float64 0 441	irrigation_frequency stringclasses 5 values	scheduling_method stringclasses 5 values	primary_crop stringclasses 7 values	yield_increase_pct float64 0 60	cropping_intensity float64 1 2.5	seasons_irrigated int64 0 3	total_water_use_m3 float64 0 58.3k	water_withdrawal_m3_ha float64 0 8k	water_user_association bool 2 classes	permit_obtained bool 2 classes	water_conflicts bool 2 classes	groundwater_depth_m float64 0 79.9	pump_capacity_hp float64 0 25	maintenance_quality stringclasses 3 values	technology_level stringclasses 4 values	technical_support bool 2 classes	water_scarcity_impact bool 2 classes	expansion_potential bool 2 classes	investment_return_years float64 0 44.5	irrigation_category stringclasses 3 values	scenario stringclasses 3 values
4,601	IRR-UGA-2023-04601	Uganda	2,023	2.63	commercial	true	693	27.7	occasional	2	manual	river	solar	government	1.96	0.67	74.6	75	12	good	392	44	false	0	false	546	661	62.7	342	1.69	71.8	60.7	27.3	0	157	as_needed	soil_moisture	vegetables	45.1	2.29	2	10,714	5,462	true	true	true	0	13.9	good	low	true	false	false	0.7	traditional	moderate_burden
4,602	IRR-BUR-2024-04602	Burkina Faso	2,024	0.67	subsistence	false	425	18.2	rare	5	none	none	none	none	0	0.67	0	0	0	na	0	0	false	0	false	0	646	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,603	IRR-KEN-2025-04603	Kenya	2,025	1.35	subsistence	false	1,221	17.8	rare	4	none	none	none	none	0	1.35	0	0	0	na	0	0	false	0	false	0	480	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,604	IRR-MAL-2024-04604	Malawi	2,024	3	semi-commercial	false	1,009	18.6	occasional	3	none	none	none	none	0	3	0	0	0	na	0	0	false	0	false	0	550	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,605	IRR-TAN-2025-04605	Tanzania	2,025	1.02	semi-commercial	false	789	29.8	occasional	7	none	none	none	none	0	1.02	0	0	0	na	0	0	false	0	false	0	581	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,606	IRR-MAL-2025-04606	Mali	2,025	1.17	semi-commercial	false	784	34.9	rare	2	none	none	none	none	0	1.17	0	0	0	na	0	0	false	0	false	0	542	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,607	IRR-ZAM-2022-04607	Zambia	2,022	0.53	subsistence	false	1,302	23.3	frequent	4	none	none	none	none	0	0.53	0	0	0	na	0	0	false	0	false	0	614	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,608	IRR-KEN-2023-04608	Kenya	2,023	1.3	subsistence	false	730	15.6	rare	4	none	none	none	none	0	1.3	0	0	0	na	0	0	false	0	false	0	406	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,609	IRR-MAL-2021-04609	Malawi	2,021	2.83	subsistence	false	857	17.9	occasional	3	none	none	none	none	0	2.83	0	0	0	na	0	0	false	0	false	0	426	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,610	IRR-ZAM-2018-04610	Zambia	2,018	1.02	semi-commercial	true	968	21	occasional	7	sprinkler	river	diesel	individual	0.78	0.25	75.8	36	2	excellent	1,165	151	false	0	false	608	460	79.6	484	1.26	82.2	87.4	57.1	91	16	weekly	calendar	rice	44.1	1.21	3	4,726	6,082	false	false	false	0	18.4	good	medium	false	false	false	5.2	modern	moderate_burden
4,611	IRR-TAN-2021-04611	Tanzania	2,021	0.92	subsistence	false	1,468	27.2	frequent	3	none	none	none	none	0	0.92	0	0	0	na	0	0	false	0	false	0	422	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,612	IRR-ETH-2018-04612	Ethiopia	2,018	0.6	semi-commercial	false	841	21.9	frequent	3	none	none	none	none	0	0.6	0	0	0	na	0	0	false	0	false	0	400	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,613	IRR-TAN-2022-04613	Tanzania	2,022	1.57	semi-commercial	false	1,098	31.9	occasional	7	none	none	none	none	0	1.57	0	0	0	na	0	0	false	0	false	0	631	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,614	IRR-KEN-2023-04614	Kenya	2,023	2.39	semi-commercial	false	886	29.1	frequent	4	none	none	none	none	0	2.39	0	0	0	na	0	0	false	0	false	0	401	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,615	IRR-UGA-2020-04615	Uganda	2,020	1.79	semi-commercial	false	994	15.2	occasional	4	none	none	none	none	0	1.79	0	0	0	na	0	0	false	0	false	0	406	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,616	IRR-MAL-2025-04616	Mali	2,025	1.83	semi-commercial	false	1,118	27.2	occasional	7	none	none	none	none	0	1.83	0	0	0	na	0	0	false	0	false	0	619	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,617	IRR-NIG-2019-04617	Nigeria	2,019	1.66	subsistence	false	787	26.7	frequent	7	none	none	none	none	0	1.66	0	0	0	na	0	0	false	0	false	0	518	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,618	IRR-MAL-2021-04618	Malawi	2,021	1.2	semi-commercial	false	847	22.9	occasional	7	none	none	none	none	0	1.2	0	0	0	na	0	0	false	0	false	0	657	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,619	IRR-BUR-2020-04619	Burkina Faso	2,020	1.41	semi-commercial	false	611	28.7	occasional	7	none	none	none	none	0	1.41	0	0	0	na	0	0	false	0	false	0	543	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,620	IRR-BUR-2019-04620	Burkina Faso	2,019	2.27	semi-commercial	false	783	26.5	rare	2	none	none	none	none	0	2.27	0	0	0	na	0	0	false	0	false	0	553	0	0	0	0	0	0	0	0	none	none	horticulture	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,621	IRR-ZAM-2021-04621	Zambia	2,021	0.8	semi-commercial	true	708	20.6	occasional	4	drip	reservoir	electric	shared	0.28	0.53	34.4	11	13	good	690	71	false	0	false	719	568	77.2	555	1.51	84.5	93.1	60.8	15	4	weekly	calendar	fruits	52	1.94	1	1,983	7,191	false	false	false	0	23.5	good	high	false	false	true	3.3	modern	moderate_burden
4,622	IRR-MAL-2023-04622	Mali	2,023	1.83	subsistence	false	408	32.6	frequent	3	none	none	none	none	0	1.83	0	0	0	na	0	0	false	0	false	0	531	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,623	IRR-NIG-2023-04623	Nigeria	2,023	2.04	semi-commercial	false	1,288	22.7	frequent	5	none	none	none	none	0	2.04	0	0	0	na	0	0	false	0	false	0	600	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,624	IRR-BUR-2019-04624	Burkina Faso	2,019	0.52	subsistence	false	780	18.7	occasional	7	none	none	none	none	0	0.52	0	0	0	na	0	0	false	0	false	0	491	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,625	IRR-KEN-2019-04625	Kenya	2,019	2.28	semi-commercial	false	937	27.1	frequent	2	none	none	none	none	0	2.28	0	0	0	na	0	0	false	0	false	0	406	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,626	IRR-TAN-2019-04626	Tanzania	2,019	0.65	semi-commercial	false	1,106	15.5	occasional	6	none	none	none	none	0	0.65	0	0	0	na	0	0	false	0	false	0	458	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,627	IRR-MAL-2022-04627	Malawi	2,022	4.91	semi-commercial	false	1,127	21.7	frequent	4	none	none	none	none	0	4.91	0	0	0	na	0	0	false	0	false	0	419	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,628	IRR-MAL-2025-04628	Mali	2,025	0.86	semi-commercial	false	649	25.7	occasional	5	none	none	none	none	0	0.86	0	0	0	na	0	0	false	0	false	0	505	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,629	IRR-UGA-2025-04629	Uganda	2,025	0.5	subsistence	false	489	31.2	frequent	7	none	none	none	none	0	0.5	0	0	0	na	0	0	false	0	false	0	477	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,630	IRR-GHA-2020-04630	Ghana	2,020	0.39	semi-commercial	false	647	26.5	frequent	7	none	none	none	none	0	0.39	0	0	0	na	0	0	false	0	false	0	481	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,631	IRR-ETH-2020-04631	Ethiopia	2,020	2.35	subsistence	false	830	18.8	rare	2	none	none	none	none	0	2.35	0	0	0	na	0	0	false	0	false	0	677	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,632	IRR-UGA-2019-04632	Uganda	2,019	0.49	subsistence	false	638	29.8	frequent	3	none	none	none	none	0	0.49	0	0	0	na	0	0	false	0	false	0	452	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,633	IRR-TAN-2023-04633	Tanzania	2,023	0.79	subsistence	false	991	16.4	frequent	5	none	none	none	none	0	0.79	0	0	0	na	0	0	false	0	false	0	555	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,634	IRR-ZAM-2021-04634	Zambia	2,021	2.81	subsistence	false	1,345	17.8	rare	7	none	none	none	none	0	2.81	0	0	0	na	0	0	false	0	false	0	532	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,635	IRR-GHA-2019-04635	Ghana	2,019	0.36	semi-commercial	false	1,238	31.5	rare	5	none	none	none	none	0	0.36	0	0	0	na	0	0	false	0	false	0	616	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,636	IRR-ZAM-2019-04636	Zambia	2,019	1.49	subsistence	true	1,086	16.1	occasional	3	flood	groundwater	diesel	private_company	1.16	0.33	77.9	62	10	fair	464	48	false	0	false	459	425	39.8	183	2.48	85.3	68.8	23.4	145	46	as_needed	calendar	horticulture	28.6	2.22	2	5,325	4,589	false	false	false	75.6	9.5	poor	low	true	false	false	2.2	traditional	moderate_burden
4,637	IRR-NIG-2022-04637	Nigeria	2,022	2	subsistence	false	1,217	33.2	rare	7	none	none	none	none	0	2	0	0	0	na	0	0	false	0	false	0	579	0	0	0	0	0	0	0	0	none	none	horticulture	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,638	IRR-ZAM-2024-04638	Zambia	2,024	1.39	subsistence	true	679	15.6	frequent	7	flood	river	solar	shared	1.35	0.05	96.6	73	7	poor	539	66	true	169	false	681	404	49.3	335	1.07	93.7	64.7	29.9	0	54	weekly	visual	vegetables	34.5	2.42	2	9,165	6,807	false	false	false	0	23.6	poor	low	true	true	false	2.2	traditional	moderate_burden
4,639	IRR-UGA-2019-04639	Uganda	2,019	3.18	subsistence	false	1,158	24.8	rare	2	none	none	none	none	0	3.18	0	0	0	na	0	0	false	0	false	0	560	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,640	IRR-MAL-2021-04640	Malawi	2,021	0.91	commercial	false	759	27.7	occasional	7	none	none	none	none	0	0.91	0	0	0	na	0	0	false	0	false	0	632	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,641	IRR-MAL-2023-04641	Mali	2,023	0.61	semi-commercial	false	1,381	32.2	rare	5	none	none	none	none	0	0.61	0	0	0	na	0	0	false	0	false	0	573	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,642	IRR-NIG-2023-04642	Nigeria	2,023	0.43	semi-commercial	false	945	27.6	occasional	2	none	none	none	none	0	0.43	0	0	0	na	0	0	false	0	false	0	493	0	0	0	0	0	0	0	0	none	none	horticulture	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,643	IRR-MAL-2025-04643	Malawi	2,025	1.27	subsistence	false	585	28.2	rare	6	none	none	none	none	0	1.27	0	0	0	na	0	0	false	0	false	0	651	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,644	IRR-NIG-2023-04644	Nigeria	2,023	1.34	semi-commercial	false	1,256	21.6	frequent	6	none	none	none	none	0	1.34	0	0	0	na	0	0	false	0	false	0	413	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,645	IRR-MAL-2022-04645	Mali	2,022	1	subsistence	false	846	31.6	frequent	6	none	none	none	none	0	1	0	0	0	na	0	0	false	0	false	0	446	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,646	IRR-ETH-2022-04646	Ethiopia	2,022	1.08	semi-commercial	false	1,065	30.9	frequent	4	none	none	none	none	0	1.08	0	0	0	na	0	0	false	0	false	0	566	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,647	IRR-ZAM-2020-04647	Zambia	2,020	1.04	semi-commercial	false	744	33.6	frequent	3	none	none	none	none	0	1.04	0	0	0	na	0	0	false	0	false	0	517	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,648	IRR-KEN-2020-04648	Kenya	2,020	0.67	subsistence	false	964	21.7	rare	7	none	none	none	none	0	0.67	0	0	0	na	0	0	false	0	false	0	683	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,649	IRR-KEN-2020-04649	Kenya	2,020	4.01	subsistence	false	907	19.6	rare	4	none	none	none	none	0	4.01	0	0	0	na	0	0	false	0	false	0	664	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,650	IRR-MAL-2025-04650	Mali	2,025	1.18	semi-commercial	false	1,023	34.1	rare	6	none	none	none	none	0	1.18	0	0	0	na	0	0	false	0	false	0	624	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,651	IRR-ETH-2024-04651	Ethiopia	2,024	0.82	commercial	false	734	25.5	occasional	7	none	none	none	none	0	0.82	0	0	0	na	0	0	false	0	false	0	407	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,652	IRR-MAL-2018-04652	Malawi	2,018	0.39	subsistence	false	846	34.4	occasional	3	none	none	none	none	0	0.39	0	0	0	na	0	0	false	0	false	0	558	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,653	IRR-ETH-2025-04653	Ethiopia	2,025	1.29	subsistence	false	889	30.2	rare	4	none	none	none	none	0	1.29	0	0	0	na	0	0	false	0	false	0	479	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,654	IRR-KEN-2019-04654	Kenya	2,019	0.84	subsistence	false	400	32.2	rare	4	none	none	none	none	0	0.84	0	0	0	na	0	0	false	0	false	0	458	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,655	IRR-TAN-2022-04655	Tanzania	2,022	1.01	semi-commercial	false	1,355	18.3	occasional	6	none	none	none	none	0	1.01	0	0	0	na	0	0	false	0	false	0	632	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,656	IRR-GHA-2023-04656	Ghana	2,023	3.15	semi-commercial	false	635	26	frequent	6	none	none	none	none	0	3.15	0	0	0	na	0	0	false	0	false	0	500	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,657	IRR-UGA-2023-04657	Uganda	2,023	0.53	subsistence	false	684	23.9	rare	7	none	none	none	none	0	0.53	0	0	0	na	0	0	false	0	false	0	524	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,658	IRR-UGA-2020-04658	Uganda	2,020	3.71	commercial	false	506	21.1	rare	2	none	none	none	none	0	3.71	0	0	0	na	0	0	false	0	false	0	566	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,659	IRR-BUR-2024-04659	Burkina Faso	2,024	3.54	subsistence	false	773	28.5	rare	5	none	none	none	none	0	3.54	0	0	0	na	0	0	false	0	false	0	422	0	0	0	0	0	0	0	0	none	none	horticulture	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,660	IRR-KEN-2021-04660	Kenya	2,021	0.43	semi-commercial	false	1,024	24.7	rare	5	none	none	none	none	0	0.43	0	0	0	na	0	0	false	0	false	0	575	0	0	0	0	0	0	0	0	none	none	horticulture	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,661	IRR-UGA-2022-04661	Uganda	2,022	0.67	semi-commercial	true	934	34.2	occasional	6	sprinkler	river	solar	shared	0.37	0.29	56	14	8	poor	559	40	true	196	false	400	613	70.1	280	2.08	72.6	74.1	37.7	0	7	biweekly	visual	fruits	44.7	2.5	1	1,491	4,001	false	true	false	0	6.8	poor	medium	true	false	false	3.8	modern	moderate_burden
4,662	IRR-ETH-2021-04662	Ethiopia	2,021	0.2	commercial	false	1,388	26.3	rare	5	none	none	none	none	0	0.2	0	0	0	na	0	0	false	0	false	0	581	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,663	IRR-BUR-2023-04663	Burkina Faso	2,023	0.66	subsistence	false	868	26.4	occasional	7	none	none	none	none	0	0.66	0	0	0	na	0	0	false	0	false	0	552	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,664	IRR-BUR-2019-04664	Burkina Faso	2,019	2.54	semi-commercial	false	694	27.3	occasional	6	none	none	none	none	0	2.54	0	0	0	na	0	0	false	0	false	0	693	0	0	0	0	0	0	0	0	none	none	horticulture	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,665	IRR-NIG-2025-04665	Nigeria	2,025	2.22	semi-commercial	false	1,373	28.5	occasional	5	none	none	none	none	0	2.22	0	0	0	na	0	0	false	0	false	0	643	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,666	IRR-ETH-2022-04666	Ethiopia	2,022	2.21	semi-commercial	true	1,012	33.4	frequent	6	flood	reservoir	diesel	individual	1.02	1.19	46.1	37	9	fair	407	27	false	0	false	412	651	46.1	190	1.39	70.8	72	23.5	305	41	biweekly	visual	horticulture	23.8	1.94	2	4,194	4,123	false	false	false	0	8.5	poor	low	false	true	false	1.6	traditional	moderate_burden
4,667	IRR-ETH-2023-04667	Ethiopia	2,023	0.78	semi-commercial	false	431	30	occasional	2	none	none	none	none	0	0.78	0	0	0	na	0	0	false	0	false	0	538	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,668	IRR-MAL-2022-04668	Mali	2,022	1.12	subsistence	false	905	32.5	rare	4	none	none	none	none	0	1.12	0	0	0	na	0	0	false	0	false	0	677	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,669	IRR-ETH-2025-04669	Ethiopia	2,025	0.66	semi-commercial	false	766	25.6	rare	3	none	none	none	none	0	0.66	0	0	0	na	0	0	false	0	false	0	404	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,670	IRR-NIG-2019-04670	Nigeria	2,019	0.61	semi-commercial	false	959	21.2	frequent	6	none	none	none	none	0	0.61	0	0	0	na	0	0	false	0	false	0	666	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,671	IRR-GHA-2023-04671	Ghana	2,023	2.31	subsistence	false	1,004	20	occasional	6	none	none	none	none	0	2.31	0	0	0	na	0	0	false	0	false	0	610	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,672	IRR-TAN-2021-04672	Tanzania	2,021	1.72	subsistence	false	1,157	21.7	frequent	5	none	none	none	none	0	1.72	0	0	0	na	0	0	false	0	false	0	410	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	true	false	0	none	moderate_burden
4,673	IRR-NIG-2018-04673	Nigeria	2,018	2.26	semi-commercial	false	782	22.3	occasional	7	none	none	none	none	0	2.26	0	0	0	na	0	0	false	0	false	0	495	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,674	IRR-ZAM-2025-04674	Zambia	2,025	0.57	semi-commercial	true	913	24.6	occasional	6	sprinkler	groundwater	electric	individual	0.49	0.07	87	29	13	good	740	67	false	0	false	408	686	71.9	293	1.79	70.7	84.2	42.8	55	10	daily	calendar	rice	36.5	1.42	1	2,013	4,080	false	false	true	5.6	3	good	medium	false	false	true	7.2	modern	moderate_burden
4,675	IRR-NIG-2021-04675	Nigeria	2,021	0.63	subsistence	false	1,298	34	occasional	6	none	none	none	none	0	0.63	0	0	0	na	0	0	false	0	false	0	580	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,676	IRR-BUR-2025-04676	Burkina Faso	2,025	1.38	subsistence	true	962	35	rare	7	center_pivot	rainwater_harvesting	gravity	shared	0.52	0.86	37.8	27	18	good	2,602	332	false	0	false	373	483	84.3	314	1.74	92.9	88.2	69.1	0	5	weekly	visual	vegetables	28.1	2.41	1	1,941	3,729	true	false	false	0	0	good	high	false	false	false	13.4	traditional	moderate_burden
4,677	IRR-GHA-2025-04677	Ghana	2,025	2.23	subsistence	false	901	22.3	occasional	2	none	none	none	none	0	2.23	0	0	0	na	0	0	false	0	false	0	697	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,678	IRR-BUR-2021-04678	Burkina Faso	2,021	0.77	subsistence	false	739	16.1	occasional	4	none	none	none	none	0	0.77	0	0	0	na	0	0	false	0	false	0	457	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,679	IRR-KEN-2020-04679	Kenya	2,020	2.14	semi-commercial	false	1,037	28.2	occasional	3	none	none	none	none	0	2.14	0	0	0	na	0	0	false	0	false	0	434	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,680	IRR-BUR-2018-04680	Burkina Faso	2,018	0.39	subsistence	false	647	34.5	rare	2	none	none	none	none	0	0.39	0	0	0	na	0	0	false	0	false	0	419	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,681	IRR-ETH-2018-04681	Ethiopia	2,018	0.63	subsistence	false	678	18.7	rare	5	none	none	none	none	0	0.63	0	0	0	na	0	0	false	0	false	0	589	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,682	IRR-UGA-2024-04682	Uganda	2,024	1.75	subsistence	true	959	30.6	frequent	2	flood	lake	diesel	government	0.98	0.78	55.8	47	18	excellent	391	37	false	0	true	507	487	49.2	249	1.48	92.4	71	32.3	291	39	daily	visual	fruits	43.6	2.22	2	4,953	5,068	false	false	false	0	21.2	good	low	false	true	false	1	traditional	moderate_burden
4,683	IRR-GHA-2025-04683	Ghana	2,025	1.62	semi-commercial	true	955	33.1	frequent	2	sprinkler	reservoir	electric	individual	0.69	0.93	42.5	37	3	good	1,031	129	true	402	true	551	438	69	380	2.36	86.5	74.5	44.5	78	14	weekly	weather_based	vegetables	42.7	1.55	2	3,786	5,508	false	false	false	0	13.2	good	medium	true	true	true	3	modern	moderate_burden
4,684	IRR-NIG-2020-04684	Nigeria	2,020	1.71	subsistence	false	969	32.8	occasional	6	none	none	none	none	0	1.71	0	0	0	na	0	0	false	0	false	0	562	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,685	IRR-MAL-2018-04685	Mali	2,018	1.03	semi-commercial	false	700	22.4	occasional	6	none	none	none	none	0	1.03	0	0	0	na	0	0	false	0	false	0	491	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,686	IRR-TAN-2018-04686	Tanzania	2,018	1.05	subsistence	false	467	33.5	occasional	5	none	none	none	none	0	1.05	0	0	0	na	0	0	false	0	false	0	456	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,687	IRR-KEN-2022-04687	Kenya	2,022	1.51	semi-commercial	false	923	20.8	occasional	2	none	none	none	none	0	1.51	0	0	0	na	0	0	false	0	false	0	674	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,688	IRR-NIG-2019-04688	Nigeria	2,019	0.82	semi-commercial	false	1,140	27.1	rare	2	none	none	none	none	0	0.82	0	0	0	na	0	0	false	0	false	0	442	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,689	IRR-MAL-2025-04689	Malawi	2,025	1.04	subsistence	false	775	27.7	occasional	3	none	none	none	none	0	1.04	0	0	0	na	0	0	false	0	false	0	569	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,690	IRR-ETH-2025-04690	Ethiopia	2,025	3.92	subsistence	false	1,202	23.5	occasional	7	none	none	none	none	0	3.92	0	0	0	na	0	0	false	0	false	0	458	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,691	IRR-KEN-2021-04691	Kenya	2,021	2.31	subsistence	false	966	20.3	occasional	7	none	none	none	none	0	2.31	0	0	0	na	0	0	false	0	false	0	462	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,692	IRR-MAL-2019-04692	Malawi	2,019	0.6	semi-commercial	false	914	23.6	occasional	6	none	none	none	none	0	0.6	0	0	0	na	0	0	false	0	false	0	489	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,693	IRR-NIG-2022-04693	Nigeria	2,022	0.62	semi-commercial	false	846	21.9	occasional	7	none	none	none	none	0	0.62	0	0	0	na	0	0	false	0	false	0	511	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,694	IRR-KEN-2025-04694	Kenya	2,025	0.93	subsistence	true	756	33.5	rare	7	drip	river	electric	individual	0.51	0.43	54.4	17	1	good	1,272	171	true	453	false	312	487	91.8	286	1.07	87.6	95	76.4	31	8	weekly	weather_based	rice	40.2	2.04	2	1,585	3,117	false	false	false	0	21.7	good	high	false	false	false	6.8	modern	moderate_burden
4,695	IRR-GHA-2020-04695	Ghana	2,020	0.43	commercial	false	1,064	31.1	occasional	7	none	none	none	none	0	0.43	0	0	0	na	0	0	false	0	false	0	466	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,696	IRR-BUR-2022-04696	Burkina Faso	2,022	1.75	commercial	false	824	27.2	occasional	5	none	none	none	none	0	1.75	0	0	0	na	0	0	false	0	false	0	543	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,697	IRR-ZAM-2025-04697	Zambia	2,025	0.64	subsistence	false	1,393	15.9	occasional	3	none	none	none	none	0	0.64	0	0	0	na	0	0	false	0	false	0	452	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,698	IRR-ZAM-2019-04698	Zambia	2,019	0.43	semi-commercial	false	1,083	25.1	rare	4	none	none	none	none	0	0.43	0	0	0	na	0	0	false	0	false	0	479	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden
4,699	IRR-ZAM-2019-04699	Zambia	2,019	7.5	subsistence	true	564	27.4	rare	7	sprinkler	rainwater_harvesting	wind	government	6.79	0.71	90.5	348	2	fair	10,183	1,457	true	5,212	true	485	636	76	369	1.08	84.8	88.4	57	0	136	biweekly	calendar	vegetables	57.8	2.47	3	32,951	4,854	false	false	false	0	0	poor	medium	true	false	false	4.7	modern	moderate_burden
4,700	IRR-KEN-2019-04700	Kenya	2,019	1.42	subsistence	false	810	33.9	rare	7	none	none	none	none	0	1.42	0	0	0	na	0	0	false	0	false	0	651	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	0	na	none	false	false	false	0	none	moderate_burden

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.