Datasets:

electricsheepasia
/

asia-food-security-fao-diem-monitoring-system-household-sur

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train · 2.01k rows

objectid int64	adm0_name string	adm0_iso3 string	adm0_m49 int64	adm1_name string	adm1_pcode string	adm2_pcode string	adm2_name string	adm_name string	adm_pcode string	adm_level int64	round int64	coll_start_date timestamp[ns]	coll_end_date timestamp[ns]	coll_mid_date timestamp[ns]	surveys int64	tot_crop_producers float64	tot_ls_producers float64	tot_fish_producers float64	hh_agricactivity_1 float64	hh_agricactivity_2 float64	hh_agricactivity_3 float64	hh_agricactivity_4 float64	hh_gender_1 float64	hh_gender_2 float64	hh_education_1 float64	hh_education_2 float64	hh_education_3 float64	hh_education_4 float64	hh_education_5 float64	hh_education_888 float64	hh_maritalstat_1 float64	hh_maritalstat_2 float64	hh_maritalstat_3 float64	hh_maritalstat_4 float64	hh_maritalstat_5 float64	hh_residencetype_1 float64	hh_residencetype_2 float64	hh_residencetype_3 float64	hh_residencetype_4 float64	resp_isfishproducer_1 float64	resp_iscropproducer_1 float64	resp_islsproducer_1 float64	income_main_1 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float64	income_sec_14 float64	income_sec_15 float64	income_sec_16 float64	income_sec_17 float64	income_sec_18 float64	income_sec_19 float64	income_sec_gender_1 float64	income_sec_gender_2 float64	income_sec_gender_3 float64	income_sec_control_1 float64	income_sec_control_2 float64	income_sec_comp_1 float64	income_sec_comp_2 float64	income_sec_comp_3 float64	income_sec_comp_4 float64	income_sec_comp_5 float64	income_sec_comp_888 float64	income_third_1 float64	income_third_2 float64	income_third_3 float64	income_third_4 float64	income_third_9 float64	income_third_11 float64	income_third_12 float64	income_third_13 float64	income_third_16 float64	income_third_19 float64	income_third_gender_1 float64	income_third_comp_2 float64	income_third_comp_3 float64	income_third_comp_4 float64	income_third_comp_5 float64	hh_wealth_light_1 float64	hh_wealth_light_2 float64	hh_wealth_light_3 float64	hh_wealth_light_4 float64	hh_wealth_light_5 float64	hh_wealth_light_666 float64	hh_wealth_toilet_1 float64	hh_wealth_toilet_2 float64	hh_wealth_toilet_3 float64	hh_wealth_toilet_4 float64	hh_wealth_toilet_777 float64	hh_wealth_water_1 float64	hh_wealth_water_2 float64	hh_wealth_water_3 float64	hh_wealth_water_4 float64	hh_wealth_water_5 float64	hh_wealth_water_6 float64	hh_wealth_water_7 float64	hh_wealth_water_8 float64	hh_wealth_water_9 float64	hh_wealth_water_10 float64	shock_animaldisease_1 float64	shock_coldtemporhail_1 float64	shock_drought_1 float64	shock_firemanmade_1 float64	shock_firenatural_1 float64	shock_flood_1 float64	shock_higherfoodprices_1 float64	shock_higherfuelprices_1 float64	shock_hurricane_1 float64	shock_landslides_1 float64	shock_lostemplorwork_1 float64	shock_mvtrestrict_1 float64	shock_napasture_1 float64	shock_noshock_1 float64	shock_othercropandlivests_1 float64	shock_othereconomicshock_1 float64	shock_otherintrahhshock_1 float64	shock_othermanmadehazard_1 float64	shock_othernathazard_1 float64	shock_pestoutbreak_1 float64	shock_plantdisease_1 float64	shock_sicknessordeathofhh_1 float64	shock_theftofprodassets_1 float64	shock_violenceinsecconf_1 float64	need_0 float64	need_1 float64	need_cash_1 float64	need_cold_storage_1 float64	need_crop_infrastructure_1 float64	need_crop_inputs_1 float64	need_crop_knowledge_1 float64	need_env_infra_rehab_1 float64	need_fish_infrastructure_1 float64	need_fish_inputs_1 float64	need_fish_knowledge_1 float64	need_food_1 float64	need_ls_feed_1 float64	need_ls_infrastructure_1 float64	need_ls_knowledge_1 float64	need_ls_vet_service_1 float64	need_marketing_supp_1 float64	need_other_1 float64	need_received_cash_1 float64	need_received_crop_assist_1 float64	need_received_food_1 float64	need_received_ls_assist_1 float64	need_received_none_1 float64	need_received_other_1 float64	need_received_vouchers_fair_1 float64	need_vouchers_fair_1 float64	assistance_quality_1 float64	assistance_quality_2 float64	assistance_quality_3 float64	assistance_quality_4 float64	assistance_dk_1 float64	assistance_fao_1 float64	assistance_gov_1 float64	assistance_ngo_1 float64	assistance_otherun_1 float64	assistance_wfp_1 float64	hh_age_median float64	hh_age_wmean float64	hh_age_stddev float64	hh_age_ci_low float64	hh_age_ci_high float64	hh_size_median float64	hh_size_wmean float64	hh_size_stddev float64	hh_size_ci_low float64	hh_size_ci_high float64	tot_income_median float64	tot_income_wmean float64	tot_income_stddev float64	tot_income_ci_low float64	tot_income_ci_high float64	income_main_amount_median float64	income_main_amount_wmean float64	income_main_amount_stddev float64	income_main_amount_ci_low float64	income_main_amount_ci_high float64	income_sec_amount_median float64	income_sec_amount_wmean float64	income_sec_amount_stddev float64	income_sec_amount_ci_low float64	income_sec_amount_ci_high float64	income_third_amount_median float64	income_third_amount_wmean float64	income_third_amount_stddev float64	income_third_amount_ci_low float64	income_third_amount_ci_high float64	esa_source string	esa_processed string
3,815	Mali	MLI	466	Tombouctou	ML06	null	null	Tombouctou	ML06	1	8	2024-06-06T00:00:00	2024-07-08T00:00:00	2024-06-22T00:00:00	176	142	78	4	36.6993	14.1214	33.4813	15.6952	88.9203	11.0769	36.4572	7.5768	8.258	7.5302	40.175	null	null	null	null	null	null	95.6819	2.1829	null	null	1.2323	70.1806	47.6027	14.1506	5.279	0.8611	9.5482	0.6414	1.8622	2.1048	5.6738	0.2702	1.1818	18.7296	13.9707	1.8622	2.1829	1.8622	0.9116	null	18.9049	85.244	9.1292	5.6271	75.7773	12.6901	11.5329	0.7287	28.518	18.4137	41.2952	11.0447	null	0.7287	1.0279	0.791	14.8854	0.7287	null	null	1.1865	null	0.3955	8.0926	0.6324	0.2992	null	null	null	null	71.2324	92.6374	2.4148	4.9478	null	null	1.3747	23.583	28.3471	45.3205	1.3747	null	null	1.1583	null	7.4143	null	null	null	null	null	90.0527	null	60.7163	11.6447	27.639	null	60.9016	null	0.8611	11.693	26.2713	0.2702	1.2828	89.6084	7.3838	null	1.7222	20.8819	58.3515	13.9779	null	null	0.5909	4.5785	1.0761	0.5404	null	8.0413	null	56.6283	0.3207	null	0.5909	74.9917	54.0245	null	null	28.1112	18.638	2.943	3.0164	1.8898	5.5413	0.783	0.3207	null	4.6084	null	78.3336	7.4682	67.8196	null	99.9973	74.3979	0.7009	59.6048	65.8887	39.9865	3.6706	1.4018	1.0813	0.7009	72.2065	45.5615	30.6666	26.3732	30.8945	1.3691	2.5893	5.6952	null	11.4764	0.3804	79.4321	null	0.3804	40.3763	77.0133	5.4786	1.8262	15.6824	7.6458	18.7452	3.6524	9.813	27.5853	41.5034	null	null	0	null	null	12	12.431384	7.632644	11.28072	13.582049	95,000	143,600.069833	157,663.236254	119,831.442656	167,368.697009	140,000	158,955.441804	129,443.690475	135,982.901534	181,927.982073	85,000	108,997.497144	62,286.847296	86,975.771093	131,019.223195	null	null	0	null	null	HDX	2026-05-05
1,692	Lebanon	LBN	422	South	LB6	null	null	South	LB6	1	5	2023-08-10T00:00:00	2023-09-02T00:00:00	2023-08-21T00:00:00	150	148	17	0	88.6588	1.3172	10.0232	null	92.8966	7.1026	10.5868	51.0009	23.4403	14.2455	0.7257	null	null	null	null	null	null	null	null	null	null	null	98.682	11.3404	15.4285	5.9956	0.6485	2.7585	null	0.7257	null	2.11	3.075	16.4595	7.1026	11.7062	6.15	0.7257	18.5594	7.8283	null	null	65.9442	4.277	29.778	42.2972	3.5513	54.1507	0.7257	5.7284	40.8256	38.0826	14.6369	null	25.9292	15.2575	2.6759	2.6813	null	null	null	2.0999	null	2.8256	2.1771	0.7257	4.1226	null	10.4324	4.1226	0.2494	26.7	63.6235	4.8451	31.5344	37.8532	2.8649	null	1.9802	35.481	39.7004	19.8711	2.9703	2.8649	9.3807	0.9901	0.9901	null	null	null	null	0.9901	76.6989	76.5139	4.6746	17.8485	35.9037	41.5737	null	null	null	null	null	null	null	null	null	null	null	4.8483	14.3103	7.6739	68.8125	1.4514	null	null	2.9028	null	null	1.297	4.4492	17.4524	null	0.7257	null	82.0895	81.4689	null	null	27.2084	0.8979	1.3742	6.4921	0.6586	7.2849	8.6312	null	null	2.9206	37.5962	48.3843	null	null	1.4514	98.5478	63.1668	0.7364	45.921	82.4258	37.3194	6.4887	null	null	null	18.5063	7.9821	0.658	2.7888	6.2562	47.8771	0.7364	4.1998	0.6485	4.1998	0.6485	89.4896	0.6485	2.0999	62.839	67.2796	null	24.9999	7.7201	null	24.0801	24.9999	50.9196	null	7.7201	null	null	0	null	null	4	4.174264	1.873236	3.867341	4.481187	null	null	0	null	null	null	null	0	null	null	null	null	0	null	null	null	null	0	null	null	HDX	2026-05-05
6,617	Myanmar	MMR	104	Bago	MMR111	null	null	Bago	MMR111	1	11	2024-11-30T00:00:00	2024-12-24T00:00:00	2024-12-12T00:00:00	300	118	53	1	30.6636	8.9991	8.6658	51.6615	77.3256	22.6644	20.6646	39.3294	25.9974	9.3324	4.6662	null	null	null	null	null	null	93.9906	4.6662	0.3333	0.9999	0.3333	39.3294	17.6649	15.3318	2.3331	1.9998	1.9998	0.3333	0.3333	0.3333	9.3324	1.6665	13.9986	11.6655	19.6647	6.3327	0.3333	4.3329	3.6663	null	6.3327	null	null	null	null	null	null	6.4062	30.6074	32.031	13.8801	17.0832	null	2.4913	0.7118	0.7118	3.2031	null	null	null	1.4236	0.3559	6.0503	2.8472	4.6267	1.7795	null	1.0677	0.7118	0.7118	73.3154	null	null	null	null	null	13.333	27.9993	29.3326	11.9997	14.6663	2.6666	null	null	null	null	null	1.3333	1.3333	1.3333	3.9999	87.9978	null	55.5555	22.2222	null	null	null	null	null	null	null	null	null	null	null	null	null	3.333	5.3328	48.9951	19.6647	5.9994	1.3332	7.6659	0.3333	1.6665	5.6661	0.3333	null	null	0.3333	null	19.998	5.6661	0.6666	null	null	4.6662	0.9999	null	65.3268	null	0.9999	0.6666	0.3333	null	0.3333	null	4.3329	null	2.3331	46.2099	50.3481	41.097	null	4.1097	50.6863	4.1097	null	null	null	null	4.1097	4.1097	2.7398	null	null	null	5.4796	2.6664	null	7.9992	null	90.9909	null	null	null	null	null	null	null	null	null	null	null	null	null	3	3.041667	0.613573	2.939404	3.143929	4	4.114478	1.77713	3.908239	4.320717	null	null	0	null	null	null	null	0	null	null	null	null	0	null	null	null	null	0	null	null	HDX	2026-05-05
5,273	Afghanistan	AFG	4	Kunduz	AF19	null	null	Kunduz	AF19	1	7	2023-09-29T00:00:00	2023-10-06T00:00:00	2023-10-02T00:00:00	270	232	98	null	62.7129	10.4429	22.7588	4.0921	88.4067	11.6	65.0218	10.0572	6.6414	12.0306	6.2557	null	2.1187	92.689	null	0.6261	4.5729	99.3806	null	0.6261	null	null	85.4717	33.2017	70.3608	1.4424	null	10.8286	null	null	12.5616	0.8665	null	0.2404	1.5877	null	0.2404	null	0.6261	null	null	1.2522	55.6378	5.604	38.7528	83.6694	6.923	9.4022	0.4868	6.3794	5.8984	57.9304	29.2996	null	0.8774	2.485	1.9982	11.6438	null	null	0.2434	6.4814	1.851	2.0944	8.9664	1.217	2.3888	null	null	0.4868	0.4868	58.7742	null	null	null	null	null	0.5816	2.3264	10.833	49.8256	36.4361	null	null	null	1.1632	2.0963	0.5816	1.7448	3.2595	0.5816	null	87.0861	null	22.5135	16.2299	47.7488	null	97.5023	null	0.6261	1.8783	null	null	1.9232	79.5013	16.2733	0.4808	1.8281	1.4424	3.8464	37.7428	null	null	18.1569	33.1833	null	1.2522	4.3827	37.6901	1.9734	20.5899	null	null	0.8665	46.2494	2.1636	1.3473	null	0.2404	0.9616	0.6261	null	0.2404	3.5611	1.1069	0.8665	1.733	89.1279	7.1222	11.0135	null	null	null	99.9958	71.5542	0.2506	10.1292	65.1314	8.3224	5.968	0.2506	0.5012	0.2506	83.9914	22.9748	6.9704	5.1636	15.002	0.7518	4.2664	0.5012	null	1.6552	null	97.8394	null	null	0.2506	99.9998	null	null	null	null	null	null	11.6218	11.6218	76.7562	3	2.660741	0.568557	2.591538	2.729944	null	null	0	null	null	33,550	36,718.462082	25,240.945057	33,646.232087	39,790.692078	30,000	32,139.189236	17,909.697037	29,841.374035	34,437.004437	15,000	18,370.959118	12,583.80658	16,034.204899	20,707.713336	10,000	11,965.848723	8,463.436013	8,082.557955	15,849.139491	HDX	2026-05-05
3,237	South Sudan	SSD	728	Western Equatoria	SS10	SS1002	Ibba	Ibba	SS1002	2	4	2023-07-25T00:00:00	2023-08-09T00:00:00	2023-08-01T00:00:00	108	null	null	6	null	null	null	null	null	null	70.3684	18.518	6.4813	3.7036	null	0.9259	null	null	null	null	null	94.4418	2.7777	null	null	5.5554	null	null	74.7346	4.2104	null	2.1052	4.2104	null	null	1.0526	null	null	6.3156	null	7.3682	null	null	null	null	null	null	null	null	null	null	null	1.8518	19.4439	53.7022	14.8144	9.259	0.9259	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	55.554	33.3324	0.9259	0.9259	9.259	null	5.5554	null	7.4072	null	null	21.2957	31.4806	4.6295	null	null	17.5921	null	6.4813	24.9993	0.9259	null	26.8511	7.4072	24.0734	null	null	null	null	12.0367	99.9972	null	100	null	null	null	null	null	null	null	null	100	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	null	null	6	6.462963	3.487899	5.791716	7.134209	null	null	0	null	null	null	null	0	null	null	null	null	0	null	null	null	null	0	null	null	HDX	2026-05-05
3,294	Myanmar	MMR	104	Kayah	MMR002	null	null	Kayah	MMR002	1	9	2024-03-23T00:00:00	2024-04-29T00:00:00	2024-04-10T00:00:00	17	7	1	0	69.096	null	10.5454	20.3587	65.7483	34.2518	10.4232	52.5526	35.632	1.3923	null	null	null	null	null	null	null	36.5665	null	12.0013	51.4323	null	79.6414	10.5454	12.0013	null	null	null	null	null	null	12.4654	null	2.2737	null	null	null	null	13.2183	10.5454	null	49.496	null	null	null	null	null	null	null	null	32.2617	33.1398	34.5983	null	null	null	null	null	null	null	null	null	null	null	null	null	null	23.763	null	null	null	76.2368	null	null	null	null	null	null	null	null	100	null	null	null	null	null	null	null	null	null	null	null	100	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	21.0908	3.9958	18.2135	30.2148	0.4641	null	null	10.5454	3.4744	12.0013	null	null	null	null	null	null	3.4744	3.4744	null	null	37.4741	null	null	16.2935	null	null	null	12.0013	null	null	null	null	null	55.2235	15.0692	69.8617	59.4767	null	null	43.1402	null	null	null	null	null	null	18.9533	null	null	null	null	null	8.2101	null	34.4864	null	61.5752	null	null	null	null	null	null	null	null	null	null	null	null	null	3	2.909928	0.293718	2.767454	3.052402	5	5.874271	2.632534	4.597305	7.151237	null	null	0	null	null	null	null	0	null	null	null	null	0	null	null	null	null	0	null	null	HDX	2026-05-05
4,013	Democratic Republic of the Congo	COD	180	Ituri	CD54	CD5403	Mambasa	Mambasa	CD5403	2	8	2024-07-06T00:00:00	2024-08-05T00:00:00	2024-07-21T00:00:00	393	303	104	236	56.2445	5.599	20.869	7.126	66.5755	33.4294	32.5795	42.2117	18.6978	3.3996	1.4165	0.8499	26.0636	65.159	4.2495	1.4165	2.833	null	null	null	null	60.062	77.1135	26.468	35.6958	6.5159	5.0994	3.9662	null	1.1332	5.9493	8.7823	1.6998	0.8499	7.0825	6.5159	3.6829	0.5666	null	null	0.2833	3.6829	36.2165	40.0625	22.7555	32.3705	26.281	40.7035	2.564	18.2685	45.1905	25.3195	7.692	0.3205	1.923	2.2435	3.205	5.769	0.9615	1.282	0.9615	4.8075	0.3205	null	3.205	0.641	1.6025	null	null	0.3205	null	56.7285	58.1628	29.5916	11.2244	58.1628	28.5712	6.1224	31.6324	32.6528	24.4896	3.0612	1.0204	2.0408	4.0816	6.1224	16.3264	2.0408	null	1.0204	1.0204	null	21.4284	75.7158	48.5724	31.4292	10.0002	1.4286	0.5666	3.9662	1.9831	35.4125	54.6769	0.5666	6.7992	56.66	5.3827	28.33	1.9831	6.7992	31.4463	15.0149	0.5666	2.5497	7.9324	9.9155	21.8141	3.9662	null	0.2833	null	0.5666	0.2833	0.2833	null	8.2157	4.5328	0.2833	null	6.5159	0.2833	0.2833	31.4463	null	0.8499	0.8499	0.5666	0.2833	null	0.5666	58.3598	0.5666	2.2664	6.0764	93.0794	45.0984	0.5934	10.9779	38.8677	9.1977	1.4835	0.2967	0.2967	0.5934	63.7905	4.4505	1.1868	4.1538	4.1538	2.0769	0.2967	0.8286	0.8286	36.4584	3.0382	52.2018	null	0.5524	24.9228	85.6125	2.0547	2.7396	4.7943	2.0547	49.9977	null	41.7789	2.0547	1.3698	2	15.626866	111.544926	-11.627898	42.881629	6	6.57265	3.101836	6.241522	6.903777	60,000	112,547.765903	162,495.07003	96,154.181922	128,941.349885	92,500	126,650.528777	151,522.514696	108,475.095733	144,825.961821	28,000	60,670.774194	85,366.489585	42,966.588984	78,374.959403	25,000	48,986.130435	80,190.767411	29,678.462546	68,293.798324	HDX	2026-05-05
2,817	Guatemala	GTM	320	Jutiapa	GT22	null	null	Jutiapa	GT22	1	3	2023-12-08T00:00:00	2024-01-24T00:00:00	2023-12-31T00:00:00	232	145	97	11	35.0278	13.581	28.4071	22.9914	60.7749	37.1558	29.2632	45.8541	14.5308	6.1124	0.8901	1.2801	null	null	null	null	null	96.8204	null	null	null	4.8827	63.4349	41.9881	25.1173	null	0.39	2.4501	null	null	1.95	12.5211	12.1311	3.5522	11.453	10.8603	3.2805	1.7802	2.1702	0.5001	null	10.2912	70.546	14.1942	14.7708	19.5123	17.4731	62.5256	3.3466	8.3951	37.89	27.6471	16.405	1.0097	3.789	null	null	1.4521	null	null	0.5673	3.154	null	0.4424	3.4715	3.2217	null	null	null	null	null	83.4609	67.4422	27.0609	5.4962	24.3128	13.7405	5.4962	5.4962	45.1015	14.5165	25.8648	3.5241	null	null	null	null	null	null	null	null	2.7481	97.2512	null	null	100	null	null	90.2594	4.8909	null	0.5001	1.2801	0.8901	55.77	19.5039	15.5031	3.0006	4.5009	9.681	40.2758	25.0422	2.5602	4.9506	3.0603	3.3402	6.0702	1.7802	0.39	1.2801	null	20.9045	null	0.39	3.0603	3.2301	0.8901	2.7804	null	3.8403	1.5003	null	59.4187	1.95	1.2801	1.5003	1.7802	0.8901	4.3826	4.2725	7.5108	null	null	20.9943	77.2078	41.6896	8.568	21.3064	56.4994	24.5694	13.0362	3.4472	5.7734	4.284	60.215	14.4826	9.107	9.689	15.1352	7.7312	8.6522	0.6461	0.5038	5.7495	null	90.7989	null	0.5038	27.746	99.9996	null	null	null	7.3024	null	68.7282	14.6048	9.3642	null	3	44.621806	199.683638	18.40206	70.841552	5	5.09463	2.214354	4.797395	5.391866	3,000	2,635.303716	2,162.245043	2,351.387032	2,919.220399	3,150	2,999.645303	1,480.930916	2,778.881157	3,220.40945	2,600	2,293.408171	1,346.049406	1,801.900422	2,784.91592	2,000	2,000	0	2,000	2,000	HDX	2026-05-05

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