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	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
1	IRR-MAL-2018-00001	Malawi	2,018	1.45	subsistence	false	1,106	32.1	rare	2	none	none	none	none	0	1.45	0	0	0	na	0	0	false	0	false	0	603	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
2	IRR-GHA-2021-00002	Ghana	2,021	1.56	commercial	false	1,077	15.4	frequent	7	none	none	none	none	0	1.56	0	0	0	na	0	0	false	0	false	0	670	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
3	IRR-MAL-2019-00003	Mali	2,019	2.24	semi-commercial	false	1,051	19.1	occasional	7	none	none	none	none	0	2.24	0	0	0	na	0	0	false	0	false	0	483	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
4	IRR-BUR-2020-00004	Burkina Faso	2,020	1.09	subsistence	false	744	20.8	rare	6	none	none	none	none	0	1.09	0	0	0	na	0	0	false	0	false	0	695	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
5	IRR-MAL-2022-00005	Mali	2,022	2.36	commercial	false	1,027	33.1	rare	7	none	none	none	none	0	2.36	0	0	0	na	0	0	false	0	false	0	668	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
6	IRR-BUR-2021-00006	Burkina Faso	2,021	1.68	semi-commercial	false	1,096	28.9	occasional	6	none	none	none	none	0	1.68	0	0	0	na	0	0	false	0	false	0	611	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
7	IRR-ETH-2020-00007	Ethiopia	2,020	0.3	subsistence	false	1,402	23.7	occasional	3	none	none	none	none	0	0.3	0	0	0	na	0	0	false	0	false	0	470	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
8	IRR-BUR-2019-00008	Burkina Faso	2,019	1.7	semi-commercial	false	1,167	20.5	occasional	4	none	none	none	none	0	1.7	0	0	0	na	0	0	false	0	false	0	467	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
9	IRR-KEN-2018-00009	Kenya	2,018	1.63	semi-commercial	false	827	16	occasional	5	none	none	none	none	0	1.63	0	0	0	na	0	0	false	0	false	0	689	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
10	IRR-ETH-2024-00010	Ethiopia	2,024	0.83	subsistence	false	731	18.7	occasional	2	none	none	none	none	0	0.83	0	0	0	na	0	0	false	0	false	0	641	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
11	IRR-NIG-2025-00011	Nigeria	2,025	6.35	subsistence	false	981	17.4	rare	2	none	none	none	none	0	6.35	0	0	0	na	0	0	false	0	false	0	654	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
12	IRR-ZAM-2023-00012	Zambia	2,023	0.56	subsistence	true	400	24.3	rare	6	flood	rainwater_harvesting	electric	government	0.49	0.07	87.7	19	7	good	195	12	true	117	false	400	425	40.8	163	2.43	92.7	84.7	32	66	20	as_needed	visual	cotton	43.2	1.69	1	1,953	3,999	true	false	false	18.3	good	low	true	false	false	1.6	traditional	high_burden
13	IRR-ETH-2019-00013	Ethiopia	2,019	1.28	semi-commercial	false	1,282	27.4	occasional	7	none	none	none	none	0	1.28	0	0	0	na	0	0	false	0	false	0	583	0	0	0	0	0	0	0	0	none	none	horticulture	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
14	IRR-UGA-2020-00014	Uganda	2,020	0.51	subsistence	false	869	29.8	rare	6	none	none	none	none	0	0.51	0	0	0	na	0	0	false	0	false	0	606	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
15	IRR-MAL-2022-00015	Mali	2,022	1.76	subsistence	false	834	28.9	rare	2	none	none	none	none	0	1.76	0	0	0	na	0	0	false	0	false	0	560	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
16	IRR-ZAM-2024-00016	Zambia	2,024	1.07	semi-commercial	false	568	25.9	rare	5	none	none	none	none	0	1.07	0	0	0	na	0	0	false	0	false	0	561	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
17	IRR-ZAM-2019-00017	Zambia	2,019	3.72	semi-commercial	false	1,164	24	occasional	3	none	none	none	none	0	3.72	0	0	0	na	0	0	false	0	false	0	652	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
18	IRR-MAL-2021-00018	Mali	2,021	0.72	subsistence	false	887	16.2	frequent	7	none	none	none	none	0	0.72	0	0	0	na	0	0	false	0	false	0	644	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
19	IRR-MAL-2021-00019	Malawi	2,021	4.26	subsistence	false	589	26.3	occasional	4	none	none	none	none	0	4.26	0	0	0	na	0	0	false	0	false	0	488	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
20	IRR-NIG-2023-00020	Nigeria	2,023	1.96	semi-commercial	false	886	27.5	occasional	2	none	none	none	none	0	1.96	0	0	0	na	0	0	false	0	false	0	617	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
21	IRR-KEN-2020-00021	Kenya	2,020	1.16	subsistence	false	1,137	30.9	occasional	4	none	none	none	none	0	1.16	0	0	0	na	0	0	false	0	false	0	483	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
22	IRR-BUR-2020-00022	Burkina Faso	2,020	2.31	subsistence	false	689	20.2	rare	3	none	none	none	none	0	2.31	0	0	0	na	0	0	false	0	false	0	519	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
23	IRR-GHA-2023-00023	Ghana	2,023	1.39	commercial	false	934	16	frequent	4	none	none	none	none	0	1.39	0	0	0	na	0	0	false	0	false	0	534	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
24	IRR-GHA-2019-00024	Ghana	2,019	3.16	semi-commercial	false	896	16.9	occasional	3	none	none	none	none	0	3.16	0	0	0	na	0	0	false	0	false	0	402	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
25	IRR-UGA-2024-00025	Uganda	2,024	1.8	subsistence	false	1,160	27.1	occasional	3	none	none	none	none	0	1.8	0	0	0	na	0	0	false	0	false	0	485	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
26	IRR-ZAM-2023-00026	Zambia	2,023	0.57	subsistence	false	1,237	15.3	rare	7	none	none	none	none	0	0.57	0	0	0	na	0	0	false	0	false	0	514	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
27	IRR-MAL-2020-00027	Mali	2,020	1.45	semi-commercial	false	1,068	19.3	frequent	4	none	none	none	none	0	1.45	0	0	0	na	0	0	false	0	false	0	653	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
28	IRR-ETH-2022-00028	Ethiopia	2,022	1.47	semi-commercial	false	1,352	22.2	occasional	6	none	none	none	none	0	1.47	0	0	0	na	0	0	false	0	false	0	557	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
29	IRR-MAL-2023-00029	Malawi	2,023	2.36	semi-commercial	false	569	17.7	rare	3	none	none	none	none	0	2.36	0	0	0	na	0	0	false	0	false	0	524	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
30	IRR-GHA-2018-00030	Ghana	2,018	3.95	subsistence	false	1,319	32	rare	7	none	none	none	none	0	3.95	0	0	0	na	0	0	false	0	false	0	577	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
31	IRR-MAL-2025-00031	Mali	2,025	1.39	subsistence	false	1,277	24.1	rare	7	none	none	none	none	0	1.39	0	0	0	na	0	0	false	0	false	0	546	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
32	IRR-ETH-2022-00032	Ethiopia	2,022	0.43	subsistence	false	658	18.7	rare	6	none	none	none	none	0	0.43	0	0	0	na	0	0	false	0	false	0	548	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
33	IRR-ETH-2019-00033	Ethiopia	2,019	1.1	subsistence	false	870	28.6	occasional	2	none	none	none	none	0	1.1	0	0	0	na	0	0	false	0	false	0	612	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
34	IRR-NIG-2021-00034	Nigeria	2,021	1.58	subsistence	false	975	15.7	occasional	4	none	none	none	none	0	1.58	0	0	0	na	0	0	false	0	false	0	538	0	0	0	0	0	0	0	0	none	none	horticulture	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
35	IRR-NIG-2025-00035	Nigeria	2,025	0.29	subsistence	false	676	31.6	frequent	7	none	none	none	none	0	0.29	0	0	0	na	0	0	false	0	false	0	534	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
36	IRR-NIG-2019-00036	Nigeria	2,019	3.14	semi-commercial	false	951	21.2	occasional	6	none	none	none	none	0	3.14	0	0	0	na	0	0	false	0	false	0	558	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
37	IRR-UGA-2022-00037	Uganda	2,022	1.68	subsistence	false	602	29.4	frequent	4	none	none	none	none	0	1.68	0	0	0	na	0	0	false	0	false	0	650	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
38	IRR-BUR-2021-00038	Burkina Faso	2,021	2.75	subsistence	false	640	15.6	frequent	5	none	none	none	none	0	2.75	0	0	0	na	0	0	false	0	false	0	447	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
39	IRR-MAL-2025-00039	Mali	2,025	3.64	semi-commercial	false	1,071	23	occasional	6	none	none	none	none	0	3.64	0	0	0	na	0	0	false	0	false	0	530	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
40	IRR-ZAM-2025-00040	Zambia	2,025	2.22	subsistence	false	762	19.7	frequent	4	none	none	none	none	0	2.22	0	0	0	na	0	0	false	0	false	0	695	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
41	IRR-KEN-2018-00041	Kenya	2,018	3.94	semi-commercial	false	863	20.5	frequent	3	none	none	none	none	0	3.94	0	0	0	na	0	0	false	0	false	0	533	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
42	IRR-TAN-2021-00042	Tanzania	2,021	2	subsistence	false	921	33.1	occasional	3	none	none	none	none	0	2	0	0	0	na	0	0	false	0	false	0	627	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
43	IRR-TAN-2018-00043	Tanzania	2,018	2.05	subsistence	false	937	27.6	occasional	6	none	none	none	none	0	2.05	0	0	0	na	0	0	false	0	false	0	558	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
44	IRR-GHA-2019-00044	Ghana	2,019	1.04	subsistence	false	913	22.1	occasional	6	none	none	none	none	0	1.04	0	0	0	na	0	0	false	0	false	0	535	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
45	IRR-UGA-2024-00045	Uganda	2,024	2.34	semi-commercial	false	1,258	22.2	occasional	5	none	none	none	none	0	2.34	0	0	0	na	0	0	false	0	false	0	695	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
46	IRR-GHA-2018-00046	Ghana	2,018	0.49	semi-commercial	false	723	25.4	occasional	3	none	none	none	none	0	0.49	0	0	0	na	0	0	false	0	false	0	491	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
47	IRR-BUR-2024-00047	Burkina Faso	2,024	0.95	subsistence	false	454	31.4	rare	2	none	none	none	none	0	0.95	0	0	0	na	0	0	false	0	false	0	503	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
48	IRR-KEN-2024-00048	Kenya	2,024	0.4	semi-commercial	false	764	34.4	occasional	7	none	none	none	none	0	0.4	0	0	0	na	0	0	false	0	false	0	671	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
49	IRR-KEN-2025-00049	Kenya	2,025	0.39	commercial	false	876	34.3	occasional	2	none	none	none	none	0	0.39	0	0	0	na	0	0	false	0	false	0	485	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
50	IRR-MAL-2019-00050	Malawi	2,019	0.93	semi-commercial	false	915	34.8	occasional	7	none	none	none	none	0	0.93	0	0	0	na	0	0	false	0	false	0	470	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
51	IRR-KEN-2023-00051	Kenya	2,023	0.59	commercial	false	699	15.5	frequent	5	none	none	none	none	0	0.59	0	0	0	na	0	0	false	0	false	0	591	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
52	IRR-MAL-2025-00052	Malawi	2,025	0.86	semi-commercial	false	1,078	31.9	frequent	5	none	none	none	none	0	0.86	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	na	none	false	true	false	0	none	high_burden
53	IRR-NIG-2018-00053	Nigeria	2,018	1.32	semi-commercial	false	1,183	25.9	rare	2	none	none	none	none	0	1.32	0	0	0	na	0	0	false	0	false	0	474	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
54	IRR-BUR-2024-00054	Burkina Faso	2,024	1.64	subsistence	true	1,025	30.4	rare	5	sprinkler	rainwater_harvesting	electric	government	1.08	0.55	66.1	49	8	fair	1,625	155	true	591	false	652	455	69.6	454	1.61	85.9	80.6	48.2	63	22	daily	weather_based	vegetables	53.5	1.36	1	7,063	6,519	true	false	false	14.9	poor	medium	false	false	false	3.7	modern	high_burden
55	IRR-NIG-2024-00055	Nigeria	2,024	4.53	subsistence	false	761	15.1	occasional	6	none	none	none	none	0	4.53	0	0	0	na	0	0	false	0	false	0	673	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
56	IRR-ZAM-2024-00056	Zambia	2,024	0.86	subsistence	true	784	15.3	rare	4	sprinkler	reservoir	manual	cooperative	0.74	0.12	86.1	29	2	fair	1,111	66	false	0	true	705	515	67.8	478	1.07	93.4	68.4	43.4	0	15	biweekly	soil_moisture	fruits	57.4	1.99	1	5,223	7,049	true	true	false	0	poor	medium	false	false	false	4.5	modern	high_burden
57	IRR-ZAM-2018-00057	Zambia	2,018	0.69	subsistence	false	1,080	34.8	occasional	2	none	none	none	none	0	0.69	0	0	0	na	0	0	false	0	false	0	504	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
58	IRR-MAL-2018-00058	Malawi	2,018	1.62	subsistence	false	1,222	18.6	occasional	3	none	none	none	none	0	1.62	0	0	0	na	0	0	false	0	false	0	455	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
59	IRR-GHA-2025-00059	Ghana	2,025	1.69	subsistence	false	601	21	frequent	5	none	none	none	none	0	1.69	0	0	0	na	0	0	false	0	false	0	501	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
60	IRR-TAN-2019-00060	Tanzania	2,019	2.38	semi-commercial	false	827	30.2	occasional	7	none	none	none	none	0	2.38	0	0	0	na	0	0	false	0	false	0	621	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
61	IRR-GHA-2022-00061	Ghana	2,022	3.58	subsistence	false	519	24	occasional	7	none	none	none	none	0	3.58	0	0	0	na	0	0	false	0	false	0	686	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
62	IRR-GHA-2023-00062	Ghana	2,023	4.98	semi-commercial	false	400	33	frequent	2	none	none	none	none	0	4.98	0	0	0	na	0	0	false	0	false	0	667	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
63	IRR-NIG-2018-00063	Nigeria	2,018	4.94	semi-commercial	false	1,174	19.8	rare	5	none	none	none	none	0	4.94	0	0	0	na	0	0	false	0	false	0	619	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
64	IRR-GHA-2023-00064	Ghana	2,023	1.98	subsistence	false	949	24.9	rare	7	none	none	none	none	0	1.98	0	0	0	na	0	0	false	0	false	0	594	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
65	IRR-UGA-2018-00065	Uganda	2,018	1.07	semi-commercial	false	1,242	24.6	frequent	4	none	none	none	none	0	1.07	0	0	0	na	0	0	false	0	false	0	480	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
66	IRR-BUR-2021-00066	Burkina Faso	2,021	2.47	semi-commercial	true	1,256	34.4	occasional	2	surface	river	diesel	individual	2.34	0.13	94.8	73	6	fair	1,872	132	true	578	true	454	501	48.3	220	1.73	93	87.5	39.3	508	70	biweekly	calendar	maize	33.8	1.49	3	10,632	4,544	true	false	true	9.6	poor	low	false	false	false	4.5	traditional	high_burden
67	IRR-BUR-2018-00067	Burkina Faso	2,018	0.81	commercial	false	1,045	21.9	occasional	6	none	none	none	none	0	0.81	0	0	0	na	0	0	false	0	false	0	534	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
68	IRR-KEN-2018-00068	Kenya	2,018	1.12	semi-commercial	false	1,244	30.3	frequent	2	none	none	none	none	0	1.12	0	0	0	na	0	0	false	0	false	0	652	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
69	IRR-ZAM-2020-00069	Zambia	2,020	0.86	subsistence	false	784	15.1	frequent	5	none	none	none	none	0	0.86	0	0	0	na	0	0	false	0	false	0	688	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
70	IRR-ETH-2022-00070	Ethiopia	2,022	1.42	semi-commercial	false	761	21.7	occasional	5	none	none	none	none	0	1.42	0	0	0	na	0	0	false	0	false	0	456	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
71	IRR-NIG-2022-00071	Nigeria	2,022	2.21	semi-commercial	true	863	28.2	rare	6	flood	river	electric	cooperative	0.81	1.4	36.6	30	17	good	323	28	false	0	true	309	519	44	136	1.35	76.5	64.3	21.6	103	32	biweekly	soil_moisture	cotton	29	1.92	2	2,491	3,086	false	false	false	3.9	good	low	true	false	false	1	traditional	high_burden
72	IRR-MAL-2023-00072	Malawi	2,023	1.56	subsistence	false	693	27.2	frequent	7	none	none	none	none	0	1.56	0	0	0	na	0	0	false	0	false	0	692	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
73	IRR-UGA-2019-00073	Uganda	2,019	1.15	semi-commercial	false	1,188	32.8	frequent	3	none	none	none	none	0	1.15	0	0	0	na	0	0	false	0	false	0	647	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
74	IRR-TAN-2019-00074	Tanzania	2,019	0.84	semi-commercial	false	879	25.1	frequent	4	none	none	none	none	0	0.84	0	0	0	na	0	0	false	0	false	0	633	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
75	IRR-TAN-2018-00075	Tanzania	2,018	1.29	commercial	false	1,214	28.6	occasional	6	none	none	none	none	0	1.29	0	0	0	na	0	0	false	0	false	0	515	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
76	IRR-ZAM-2018-00076	Zambia	2,018	1.75	commercial	false	1,232	25.1	frequent	5	none	none	none	none	0	1.75	0	0	0	na	0	0	false	0	false	0	515	0	0	0	0	0	0	0	0	none	none	sugarcane	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
77	IRR-MAL-2020-00077	Mali	2,020	1.24	commercial	false	929	19.7	occasional	5	none	none	none	none	0	1.24	0	0	0	na	0	0	false	0	false	0	416	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
78	IRR-ETH-2020-00078	Ethiopia	2,020	3.16	subsistence	true	400	17.5	rare	7	surface	river	electric	shared	3.07	0.08	97.3	147	5	fair	2,456	319	true	1,354	false	365	531	51.2	187	1.24	72.4	78.4	29	292	92	weekly	weather_based	rice	40.2	1.8	3	11,214	3,652	false	true	false	12.4	poor	low	false	false	false	3.9	traditional	high_burden
79	IRR-MAL-2022-00079	Malawi	2,022	0.33	semi-commercial	false	1,042	19.3	occasional	3	none	none	none	none	0	0.33	0	0	0	na	0	0	false	0	false	0	476	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
80	IRR-ZAM-2018-00080	Zambia	2,018	2.81	commercial	false	820	17.8	rare	3	none	none	none	none	0	2.81	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	na	none	false	false	false	0	none	high_burden
81	IRR-GHA-2020-00081	Ghana	2,020	1.22	subsistence	false	877	32.1	occasional	7	none	none	none	none	0	1.22	0	0	0	na	0	0	false	0	false	0	462	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
82	IRR-UGA-2023-00082	Uganda	2,023	0.39	semi-commercial	false	777	16.3	rare	4	none	none	none	none	0	0.39	0	0	0	na	0	0	false	0	false	0	662	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
83	IRR-ZAM-2018-00083	Zambia	2,018	0.54	subsistence	false	1,236	22.7	rare	2	none	none	none	none	0	0.54	0	0	0	na	0	0	false	0	false	0	672	0	0	0	0	0	0	0	0	none	none	rice	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
84	IRR-KEN-2021-00084	Kenya	2,021	0.9	subsistence	false	786	31.3	frequent	5	none	none	none	none	0	0.9	0	0	0	na	0	0	false	0	false	0	503	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
85	IRR-ZAM-2022-00085	Zambia	2,022	3.21	semi-commercial	false	558	23.3	rare	7	none	none	none	none	0	3.21	0	0	0	na	0	0	false	0	false	0	624	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
86	IRR-TAN-2020-00086	Tanzania	2,020	1.11	semi-commercial	false	1,312	31.4	occasional	4	none	none	none	none	0	1.11	0	0	0	na	0	0	false	0	false	0	639	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
87	IRR-BUR-2025-00087	Burkina Faso	2,025	2.56	semi-commercial	false	965	21.8	rare	3	none	none	none	none	0	2.56	0	0	0	na	0	0	false	0	false	0	513	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
88	IRR-KEN-2022-00088	Kenya	2,022	2.43	semi-commercial	false	979	31.9	occasional	2	none	none	none	none	0	2.43	0	0	0	na	0	0	false	0	false	0	404	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
89	IRR-TAN-2023-00089	Tanzania	2,023	0.64	subsistence	true	997	28.5	frequent	6	surface	lake	diesel	government	0.21	0.42	33.3	11	12	excellent	170	14	true	77	false	602	647	51.5	310	2.08	77.3	87	34.6	29	6	daily	visual	fruits	49.8	2.49	1	1,278	6,017	false	false	false	6.1	good	low	false	true	false	1.1	traditional	high_burden
90	IRR-NIG-2019-00090	Nigeria	2,019	2.44	subsistence	false	1,035	15.1	frequent	5	none	none	none	none	0	2.44	0	0	0	na	0	0	false	0	false	0	494	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
91	IRR-MAL-2022-00091	Mali	2,022	0.77	subsistence	false	813	32.8	occasional	5	none	none	none	none	0	0.77	0	0	0	na	0	0	false	0	false	0	570	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
92	IRR-TAN-2018-00092	Tanzania	2,018	0.63	subsistence	false	969	24.3	rare	5	none	none	none	none	0	0.63	0	0	0	na	0	0	false	0	false	0	414	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
93	IRR-GHA-2024-00093	Ghana	2,024	1.7	subsistence	false	919	18.9	occasional	6	none	none	none	none	0	1.7	0	0	0	na	0	0	false	0	false	0	490	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
94	IRR-MAL-2024-00094	Malawi	2,024	1.56	subsistence	false	1,063	17.6	occasional	4	none	none	none	none	0	1.56	0	0	0	na	0	0	false	0	false	0	478	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
95	IRR-BUR-2021-00095	Burkina Faso	2,021	0.75	semi-commercial	false	418	16.2	frequent	2	none	none	none	none	0	0.75	0	0	0	na	0	0	false	0	false	0	676	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	na	none	false	true	false	0	none	high_burden
96	IRR-MAL-2019-00096	Mali	2,019	1.43	semi-commercial	false	480	26.2	rare	7	none	none	none	none	0	1.43	0	0	0	na	0	0	false	0	false	0	685	0	0	0	0	0	0	0	0	none	none	maize	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
97	IRR-BUR-2020-00097	Burkina Faso	2,020	1.31	subsistence	false	677	17.6	occasional	4	none	none	none	none	0	1.31	0	0	0	na	0	0	false	0	false	0	588	0	0	0	0	0	0	0	0	none	none	fruits	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
98	IRR-MAL-2021-00098	Malawi	2,021	2.84	semi-commercial	false	1,326	20.1	occasional	7	none	none	none	none	0	2.84	0	0	0	na	0	0	false	0	false	0	501	0	0	0	0	0	0	0	0	none	none	cotton	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
99	IRR-MAL-2019-00099	Mali	2,019	0.44	subsistence	false	1,011	25.4	rare	7	none	none	none	none	0	0.44	0	0	0	na	0	0	false	0	false	0	663	0	0	0	0	0	0	0	0	none	none	vegetables	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden
100	IRR-UGA-2022-00100	Uganda	2,022	0.77	subsistence	false	558	23.5	occasional	4	none	none	none	none	0	0.77	0	0	0	na	0	0	false	0	false	0	679	0	0	0	0	0	0	0	0	none	none	horticulture	0	1	0	0	0	false	false	false	0	na	none	false	false	false	0	none	high_burden

Subsets and Splits

No community queries yet

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