electricsheepafrica/africa-mozambique-inquerito-agrario-integrado-2015-0a911624

Inquerito Agrario Integrado 2015 | Africa (MADER)

1,068 rows - 1 Africa country/area - 2015 - source table - Engineered by Electric Sheep Africa

TL;DR

This dataset contains 1,068 rows from MADER, covering Inquerito Agrario Integrado 2015. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.

What This Dataset Measures

Official statistics datasets help analysts inspect public data as published by governments, national statistical systems, and regional data portals.

Source-provided context: Table [tbl]

How To Read This Dataset

• One row means: one source record from the original tabular resource, with Electric Sheep Africa provenance columns added where available.
• Primary geography column: country_iso3.
• Best time column: year.
• Time coverage basis: year.
• Recommended join keys: country_iso3 where available plus source-specific keys.

Coverage

Dimension	Value
Rows	1,068
Countries/areas	1
First period	2015
Last period	2015
Indicators	0
Columns	803
Source format	XLSX

Geographic Coverage

Top areas shown below, sorted by row count when available:

Area	Rows	First year	Last year	Name
MOZ	1,068	2015	2015	Mozambique

Indicators, Variables, Or Resource Contents

• This repo preserves one source tabular resource with its usable columns kept together.

Schema

Column	Type	Description	Example
source_record_id	string	Stable row identifier assigned during Electric Sheep Africa engineering.	moz-ine-nada-46-211:a1:0
country_iso3	dictionary<values=string, indices=int8, ordered=0>	ISO3 country or area code.	MOZ
country_name	dictionary<values=string, indices=int8, ordered=0>	Country or area name.	Mozambique
source_sheet	string	Source column from the original resource.	A1
year	int64	Observation year.	2015
provincia	string	Source column from the original resource.	Niassa
pequena	double	Source column from the original resource.	500.0
media	double	Source column from the original resource.	10.0
grandes	double	Source column from the original resource.	5.0
total	double	Source column from the original resource.	515.0
source_period_start_year	int64	Start year inferred from source metadata.	2015
source_period_end_year	int64	End year inferred from source metadata.	2015
source_period_label	dictionary<values=string, indices=int8, ordered=0>	Source column from the original resource.	2015
source_provider	dictionary<values=string, indices=int8, ordered=0>	Publishing organization.	MADER
source_dataset	dictionary<values=string, indices=int8, ordered=0>	Source dataset or package title.	Inquerito Agrário Integrado 2015
source_resource	dictionary<values=string, indices=int8, ordered=0>	Source resource title, table name, or file name.	Quadros IAI 2015
source_package_id	dictionary<values=string, indices=int8, ordered=0>	Source package identifier.	MOZ-IAI2015.V1
source_resource_id	dictionary<values=string, indices=int8, ordered=0>	Source resource identifier.	moz-ine-nada-46-211
source_url	dictionary<values=string, indices=int8, ordered=0>	Original source URL or download URL.	https://mozdata.ine.gov.mz/index.php/catalog/46/download/211
license_id	dictionary<values=string, indices=int8, ordered=0>	Source license identifier.	other-open
retrieved_at	dictionary<values=string, indices=int8, ordered=0>	UTC source retrieval timestamp from the Electric Sheep Africa pipeline.	2026-08-07T22:10:37Z
niassa	string	Source column from the original resource.	``
d_168926	double	Source column from the original resource.	``
d_341	double	Source column from the original resource.	``
d_5	double	Source column from the original resource.	``
d_169272	double	Source column from the original resource.	``
media_numero_das_pessoas_por_idade	string	Source column from the original resource.	``
d_0_9	string	Source column from the original resource.	``
d_1_7306830038956058	double	Source column from the original resource.	``
d_1_8275964314039843	double	Source column from the original resource.	``
d_1_8752610137576171	double	Source column from the original resource.	``
d_1_6399085710960282	double	Source column from the original resource.	``
d_1_674803117138052	double	Source column from the original resource.	``
d_1_7010944315819108	double	Source column from the original resource.	``
d_1_667883424555041	double	Source column from the original resource.	``
d_1_4181629524834913	double	Source column from the original resource.	``
d_1_645996917021823	double	Source column from the original resource.	``
d_1_2452215865634766	double	Source column from the original resource.	``
d_1_626593701883696	double	Source column from the original resource.	``
column_1	string	Source column from the original resource.	``
principal	string	Source column from the original resource.	``
d_71_95	double	Source column from the original resource.	``
d_63_66	double	Source column from the original resource.	``
d_62_66	double	Source column from the original resource.	``
d_61_7	double	Source column from the original resource.	``
d_68_79	double	Source column from the original resource.	``
d_59_78	double	Source column from the original resource.	``
d_56_71	double	Source column from the original resource.	``
d_46_06	double	Source column from the original resource.	``
d_39_71	double	Source column from the original resource.	``
d_8_66	double	Source column from the original resource.	``
d_49_34	double	Source column from the original resource.	``
recebeu_extensao	string	Source column from the original resource.	``
d_4_962849740805542	double	Source column from the original resource.	``
d_10_283225365785444	double	Source column from the original resource.	``
d_4_434940573589709	double	Source column from the original resource.	``
d_1_9304404538878759	double	Source column from the original resource.	``
d_9_779682726828185	double	Source column from the original resource.	``
d_5_319498829873628	double	Source column from the original resource.	``
d_4_556496546089266	double	Source column from the original resource.	``
d_4_099290507777026	double	Source column from the original resource.	``
d_1_2382337071269176	double	Source column from the original resource.	``
d_0_9883340770777493	double	Source column from the original resource.	``
d_4_3242034258226285	double	Source column from the original resource.	``
cabo_delgado	double	Source column from the original resource.	``
nampula	double	Source column from the original resource.	``
zambezia	double	Source column from the original resource.	``
tete	double	Source column from the original resource.	``
manica	double	Source column from the original resource.	``
sofala	double	Source column from the original resource.	``
inhambane	double	Source column from the original resource.	``
gaza	double	Source column from the original resource.	``
maputo	double	Source column from the original resource.	``
recebeu_credito	string	Source column from the original resource.	``
d_1_8888468883436997	double	Source column from the original resource.	``
d_0_23537373961230604	double	Source column from the original resource.	``
d_0_4233927682589389	double	Source column from the original resource.	``
d_0_5097371671803603	double	Source column from the original resource.	``
d_2_4429832040229553	double	Source column from the original resource.	``
d_1_1761750870502437	double	Source column from the original resource.	``
d_0_5295477048133195	double	Source column from the original resource.	``
d_0_05862426765157684	double	Source column from the original resource.	``
d_0_502224338941384	double	Source column from the original resource.	``
d_0_1681420038600227	double	Source column from the original resource.	``
d_0_6423325174200567	double	Source column from the original resource.	``
seca	string	Source column from the original resource.	``
d_24_51959218266847	double	Source column from the original resource.	``
d_29_938454929788627	double	Source column from the original resource.	``
d_14_296772527981743	double	Source column from the original resource.	``
d_26_793460222667054	double	Source column from the original resource.	``
d_42_68115739412527	double	Source column from the original resource.	``
d_55_45360889661835	double	Source column from the original resource.	``
d_58_68043765837153	double	Source column from the original resource.	``
d_88_70617422703542	double	Source column from the original resource.	``
d_88_99629413838659	double	Source column from the original resource.	``
d_26_461520104190384	double	Source column from the original resource.	``
d_35_804201561393945	double	Source column from the original resource.	``
d_1_6595866430034494	double	Source column from the original resource.	``
d_1_401928437461451	double	Source column from the original resource.	``
d_1_0256820796848738	double	Source column from the original resource.	``
d_1_6970861209518768	double	Source column from the original resource.	``
d_2_7965094565207314	double	Source column from the original resource.	``
d_4_631201859312764	double	Source column from the original resource.	``
d_8_267833152210825	double	Source column from the original resource.	``
d_15_24219415236987	double	Source column from the original resource.	``
d_19_82411737732985	double	Source column from the original resource.	``
d_1_907190732580176	double	Source column from the original resource.	``
d_3_8478008011291207	double	Source column from the original resource.	``
rotacao_de_culturas	string	Source column from the original resource.	``
d_13_128958578324283	double	Source column from the original resource.	``
d_26_591305557579503	double	Source column from the original resource.	``
d_22_216555521204757	double	Source column from the original resource.	``
d_40_559268711670185	double	Source column from the original resource.	``
d_22_48115187720537	double	Source column from the original resource.	``
d_14_211960402777734	double	Source column from the original resource.	``
d_10_54749839157419	double	Source column from the original resource.	``
d_39_342236463795246	double	Source column from the original resource.	``
d_22_3475353816472	double	Source column from the original resource.	``
d_15_141169026213515	double	Source column from the original resource.	``
d_23_932632964240543	double	Source column from the original resource.	``
trabalhador_agricola_ou_pecuario	string	Source column from the original resource.	``
d_30_404177305700898	double	Source column from the original resource.	``
d_25_309768911291705	double	Source column from the original resource.	``
d_20_380672548810168	double	Source column from the original resource.	``
d_25_10922922205466	double	Source column from the original resource.	``
d_25_512269408088432	double	Source column from the original resource.	``
d_10_010508072667418	double	Source column from the original resource.	``
d_27_56857025508322	double	Source column from the original resource.	``
d_12_627514724116297	double	Source column from the original resource.	``
d_17_021119513606905	double	Source column from the original resource.	``
d_4_64242020293659	double	Source column from the original resource.	``
d_18_865134639524676	double	Source column from the original resource.	``
corte_de_lenha	string	Source column from the original resource.	``
d_7_385530173285499	double	Source column from the original resource.	``
d_4_426874782513325	double	Source column from the original resource.	``
d_4_994874303821185	double	Source column from the original resource.	``
d_1_9529581372805536	double	Source column from the original resource.	``
d_5_059033972141372	double	Source column from the original resource.	``
d_10_341988464558295	double	Source column from the original resource.	``
d_7_063891245596491	double	Source column from the original resource.	``
d_6_471298948608522	double	Source column from the original resource.	``
d_5_815191436462571	double	Source column from the original resource.	``
d_0_7834178301952947	double	Source column from the original resource.	``
d_4_2052967654487325	double	Source column from the original resource.	``
setembro	string	Source column from the original resource.	``
d_65_47005978900215	double	Source column from the original resource.	``
d_70_00513146019829	double	Source column from the original resource.	``
d_72_76705215146725	double	Source column from the original resource.	``
d_59_47235009427056	double	Source column from the original resource.	``
d_74_41927510217384	double	Source column from the original resource.	``
d_84_77439665235241	double	Source column from the original resource.	``
d_62_60495570689204	double	Source column from the original resource.	``
d_79_47007707072711	double	Source column from the original resource.	``
d_83_36634031294932	double	Source column from the original resource.	``
d_91_79582428714549	double	Source column from the original resource.	``
d_71_97913862524905	double	Source column from the original resource.	``
bebidas_caseiras	string	Source column from the original resource.	``
d_3_8971274563232035	double	Source column from the original resource.	``
d_9_011062434643717	double	Source column from the original resource.	``
d_6_175579481466184	double	Source column from the original resource.	``
d_6_7259326940343405	double	Source column from the original resource.	``
d_6_5660415676176065	double	Source column from the original resource.	``
d_8_299952110925272	double	Source column from the original resource.	``
d_6_118799747741246	double	Source column from the original resource.	``
d_5_77960637662611	double	Source column from the original resource.	``
d_9_278723922962993	double	Source column from the original resource.	``
d_0_4282735608611386	double	Source column from the original resource.	``
d_5_628310805521045	double	Source column from the original resource.	``
d_64_5255453514454	double	Source column from the original resource.	``
d_72_05090082163302	double	Source column from the original resource.	``
d_80_57303175113748	double	Source column from the original resource.	``
d_67_77673801979094	double	Source column from the original resource.	``
d_78_66066096776144	double	Source column from the original resource.	``
d_76_30429447656321	double	Source column from the original resource.	``
d_74_99217967592405	double	Source column from the original resource.	``
d_85_78512907736925	double	Source column from the original resource.	``
d_75_18935290915944	double	Source column from the original resource.	``
d_88_25559730847061	double	Source column from the original resource.	``
d_78_49235020347476	double	Source column from the original resource.	``
d_236951	double	Source column from the original resource.	``
d_4672_174	double	Source column from the original resource.	``
d_241623_174	double	Source column from the original resource.	``
niassa_2	string	Source column from the original resource.	``
d_1_399869	double	Source column from the original resource.	``
d_23194_4	double	Source column from the original resource.	``
d_53333_86	double	Source column from the original resource.	``
d_54527_72	double	Source column from the original resource.	``
d_36406_91	double	Source column from the original resource.	``
d_1803_648	double	Source column from the original resource.	``
d_0	double	Source column from the original resource.	``
d_169266_5	double	Source column from the original resource.	``
milho	string	Source column from the original resource.	``
d_117080_8	double	Source column from the original resource.	``
d_163984	double	Source column from the original resource.	``
d_175689_6	double	Source column from the original resource.	``
d_295854	double	Source column from the original resource.	``
d_269769_2	double	Source column from the original resource.	``
d_198072	double	Source column from the original resource.	``
d_113634_4	double	Source column from the original resource.	``
d_56330_76	double	Source column from the original resource.	``
d_100950_2	double	Source column from the original resource.	``
d_79160_82	double	Source column from the original resource.	``
d_1570526	double	Source column from the original resource.	``
abobora	string	Source column from the original resource.	``
d_1832_984	double	Source column from the original resource.	``
d_10781_58	double	Source column from the original resource.	``
d_3268_156	double	Source column from the original resource.	``
d_7571_222	double	Source column from the original resource.	``
d_23076_47	double	Source column from the original resource.	``
d_10184_99	double	Source column from the original resource.	``
d_5578_711	double	Source column from the original resource.	``
d_1426_484	double	Source column from the original resource.	``
d_15442_34	double	Source column from the original resource.	``
d_8639_325	double	Source column from the original resource.	``
d_87802_25	double	Source column from the original resource.	``
d_20	string	Source column from the original resource.	``
d_34	string	Source column from the original resource.	``
d_526	string	Source column from the original resource.	``
d_1663	string	Source column from the original resource.	``
d_392_2500000298023	string	Source column from the original resource.	``
d_835	string	Source column from the original resource.	``
d_136_09999924898148	string	Source column from the original resource.	``
d_100_5750000178814	string	Source column from the original resource.	``
d_3806_380000129342	string	Source column from the original resource.	``
d_3110_299000002444	string	Source column from the original resource.	``
d_10623_603999428451	string	Source column from the original resource.	``
d_94_01	double	Source column from the original resource.	``
d_88_15	double	Source column from the original resource.	``
d_70_64	double	Source column from the original resource.	``
d_75_55	double	Source column from the original resource.	``
d_94_41	double	Source column from the original resource.	``
d_92_26	double	Source column from the original resource.	``
d_75_03	double	Source column from the original resource.	``
d_75_66	double	Source column from the original resource.	``
d_86_57	double	Source column from the original resource.	``
d_37_95	double	Source column from the original resource.	``
d_72_52	double	Source column from the original resource.	``
d_5_456	double	Source column from the original resource.	``
d_3_36	double	Source column from the original resource.	``
d_3_727	double	Source column from the original resource.	``
d_6_423	double	Source column from the original resource.	``
d_19_85	double	Source column from the original resource.	``
d_19_61	double	Source column from the original resource.	``
d_7_14	double	Source column from the original resource.	``
d_2_677	double	Source column from the original resource.	``
d_4_508	double	Source column from the original resource.	``
d_1_23	double	Source column from the original resource.	``
d_7_111	double	Source column from the original resource.	``
semente_melhorada	string	Source column from the original resource.	``
d_4_276872462948301	double	Source column from the original resource.	``
d_2_0356855974523604	double	Source column from the original resource.	``
d_2_0205779191374216	double	Source column from the original resource.	``
d_4_1905499664006465	double	Source column from the original resource.	``
d_16_045367859105898	double	Source column from the original resource.	``
d_13_363437788405296	double	Source column from the original resource.	``
d_4_513628375159258	double	Source column from the original resource.	``
d_1_8016480799019847	double	Source column from the original resource.	``
d_3_0089122165329827	double	Source column from the original resource.	``
d_0_864352207228378	double	Source column from the original resource.	``
d_4_615237370451747	double	Source column from the original resource.	``
uso_de_semente_melhorada	string	Source column from the original resource.	``
d_5_456184912909375	double	Source column from the original resource.	``
d_3_3602015457280756	double	Source column from the original resource.	``
d_3_726688310834739	double	Source column from the original resource.	``
d_6_422507710665436	double	Source column from the original resource.	``
d_19_850900478860737	double	Source column from the original resource.	``
d_19_605241902075644	double	Source column from the original resource.	``
d_7_140139802415549	double	Source column from the original resource.	``
d_2_677366521860116	double	Source column from the original resource.	``
d_4_507982713916118	double	Source column from the original resource.	``
d_1_230222766041679	double	Source column from the original resource.	``
d_7_111322392200172	double	Source column from the original resource.	``
d_7_892576633888969	double	Source column from the original resource.	``
d_2_4117212923100824	double	Source column from the original resource.	``
d_1_205950657065023	double	Source column from the original resource.	``
d_3_10575988746089	double	Source column from the original resource.	``
d_12_712424122024348	double	Source column from the original resource.	``
d_4_844239171343234	double	Source column from the original resource.	``
d_2_316195249950703	double	Source column from the original resource.	``
d_0_971183570608875	double	Source column from the original resource.	``
d_0_33847301098598226	double	Source column from the original resource.	``
d_0_44427042098464237	double	Source column from the original resource.	``
d_2_3563913439870965	double	Source column from the original resource.	``
comprou_num_revendedor	string	Source column from the original resource.	``
d_2_3772380027113256	double	Source column from the original resource.	``
d_7_32260976012125	double	Source column from the original resource.	``
d_8_044078018712536	double	Source column from the original resource.	``
d_7_435638383724339	double	Source column from the original resource.	``
d_13_159101588050168	double	Source column from the original resource.	``
d_11_38473509459156	double	Source column from the original resource.	``
d_8_075043404447674	double	Source column from the original resource.	``
d_21_65681913046671	double	Source column from the original resource.	``
d_29_18498124680612	double	Source column from the original resource.	``
d_12_56869125215255	double	Source column from the original resource.	``
d_10_853904637156553	double	Source column from the original resource.	``
d_2_106797585889332	double	Source column from the original resource.	``
d_11_188678030103995	double	Source column from the original resource.	``
d_7_164618650232968	double	Source column from the original resource.	``
d_8_857614830440781	double	Source column from the original resource.	``
d_13_783457617324432	double	Source column from the original resource.	``
d_2_935433559137256	double	Source column from the original resource.	``
d_35_771881575418796	double	Source column from the original resource.	``
d_13_176358391015462	double	Source column from the original resource.	``
d_23_68863188064753	double	Source column from the original resource.	``
d_8_349530544436432	double	Source column from the original resource.	``
d_0_5895055860377677	double	Source column from the original resource.	``
d_3_319554673978439	double	Source column from the original resource.	``
d_0_1544712894757538	double	Source column from the original resource.	``
d_0_9823899007525041	double	Source column from the original resource.	``
d_4_398006490082465	double	Source column from the original resource.	``
d_2_2180934157049736	double	Source column from the original resource.	``
d_4_638430325933348	double	Source column from the original resource.	``
d_10_693341614120124	double	Source column from the original resource.	``
d_13_726916244902833	double	Source column from the original resource.	``
d_2_513022847089437	double	Source column from the original resource.	``
d_1_6856062534589566	double	Source column from the original resource.	``
d_9_110473247602052	double	Source column from the original resource.	``
d_19_360582130484758	double	Source column from the original resource.	``
d_7_066980777840699	double	Source column from the original resource.	``
d_11_073854588821462	double	Source column from the original resource.	``
d_7_028225252278003	double	Source column from the original resource.	``
d_6_680053548759732	double	Source column from the original resource.	``
d_16_143645445810353	double	Source column from the original resource.	``
d_29_975878358925684	double	Source column from the original resource.	``
d_10_592318387364346	double	Source column from the original resource.	``
d_11_740551100575685	double	Source column from the original resource.	``
d_8_425879170618014	double	Source column from the original resource.	``
d_11_90090420464623	double	Source column from the original resource.	``
d_11_558708180659197	double	Source column from the original resource.	``
d_11_65607590069985	double	Source column from the original resource.	``
d_4_977658505531509	double	Source column from the original resource.	``
d_14_484676518139315	double	Source column from the original resource.	``
d_36_45155038899758	double	Source column from the original resource.	``
d_47_34219686566124	double	Source column from the original resource.	``
d_14_222074627552297	double	Source column from the original resource.	``
d_16_843038955820532	double	Source column from the original resource.	``
arroz	string	Source column from the original resource.	``
column	string	Source column from the original resource.	``
d_0_8004480004310608	string	Source column from the original resource.	``
d_5_190128266811371	string	Source column from the original resource.	``
d_1695_580861809848	string	Source column from the original resource.	``
column_2	string	Source column from the original resource.	``
column_3	string	Source column from the original resource.	``
d_3_3389999866485596	string	Source column from the original resource.	``
d_0_2425599992275238	string	Source column from the original resource.	``
d_53480	double	Source column from the original resource.	``
d_437_84736037254333	string	Source column from the original resource.	``
d_55623_00035843551	double	Source column from the original resource.	``
d_73_97	double	Source column from the original resource.	``
d_74_1	double	Source column from the original resource.	``
d_78_03	double	Source column from the original resource.	``
d_74_49	double	Source column from the original resource.	``
d_74_71	double	Source column from the original resource.	``
d_56_28	double	Source column from the original resource.	``
d_75_41	double	Source column from the original resource.	``
d_86_92	double	Source column from the original resource.	``
d_96_4	double	Source column from the original resource.	``
d_50_73	double	Source column from the original resource.	``
d_73_6	double	Source column from the original resource.	``
cheias	string	Source column from the original resource.	``
d_21_185376427511873	double	Source column from the original resource.	``
d_18_08977105425899	double	Source column from the original resource.	``
d_26_13237084314088	double	Source column from the original resource.	``
d_47_63209936045542	double	Source column from the original resource.	``
d_17_29925493488273	double	Source column from the original resource.	``
d_2_1015871629798046	double	Source column from the original resource.	``
d_14_902597457517986	double	Source column from the original resource.	``
d_0_6561537158625105	double	Source column from the original resource.	``
d_21_24146938475927	double	Source column from the original resource.	``
d_21_7408584181136	double	Source column from the original resource.	``
d_16_24	double	Source column from the original resource.	``
d_22_79	double	Source column from the original resource.	``
d_9_488	double	Source column from the original resource.	``
d_18_99	double	Source column from the original resource.	``
d_21_44	double	Source column from the original resource.	``
d_7_239	double	Source column from the original resource.	``
d_14_09	double	Source column from the original resource.	``
d_7_464	double	Source column from the original resource.	``
d_18_54	double	Source column from the original resource.	``
d_14_08	double	Source column from the original resource.	``
d_15_71	double	Source column from the original resource.	``
d_4_421477723330749	double	Source column from the original resource.	``
d_2_127845313638915	double	Source column from the original resource.	``
d_9_402187942370754	double	Source column from the original resource.	``
d_4_017534952646595	double	Source column from the original resource.	``
d_10_087003560550984	double	Source column from the original resource.	``
d_3_0573438004196842	double	Source column from the original resource.	``
d_0_2	double	Source column from the original resource.	``
d_0_3	double	Source column from the original resource.	``
d_0_4	double	Source column from the original resource.	``
d_4_33662784203359	double	Source column from the original resource.	``
feijao_manteiga	string	Source column from the original resource.	``
d_28_32	double	Source column from the original resource.	``
d_0_506	double	Source column from the original resource.	``
d_0_988	double	Source column from the original resource.	``
d_8_891	double	Source column from the original resource.	``
d_33_2	double	Source column from the original resource.	``
d_25_88	double	Source column from the original resource.	``
d_7_922	double	Source column from the original resource.	``
d_0_529	double	Source column from the original resource.	``
d_16_3	double	Source column from the original resource.	``
d_0_473	double	Source column from the original resource.	``
d_8_677	double	Source column from the original resource.	``
d_0_6251399857706504	double	Source column from the original resource.	``
d_2_5578686753398636	double	Source column from the original resource.	``
d_8_134300652944008	double	Source column from the original resource.	``
d_3_4977371748003607	double	Source column from the original resource.	``
d_14_761777871504632	double	Source column from the original resource.	``
d_13_595876371055098	double	Source column from the original resource.	``
d_11_102079255508292	double	Source column from the original resource.	``
d_55_92652475385647	double	Source column from the original resource.	``
d_5_742563770827461	double	Source column from the original resource.	``
d_1_0290428029522076	double	Source column from the original resource.	``
d_9_377204165386686	double	Source column from the original resource.	``
d_3_3078045871682646	double	Source column from the original resource.	``
d_2_86373070621205	double	Source column from the original resource.	``
d_0_15631924969873112	double	Source column from the original resource.	``
d_2_0373097661117856	double	Source column from the original resource.	``
d_10_470958164172165	double	Source column from the original resource.	``
d_6_434898647313679	double	Source column from the original resource.	``
d_4_433663430421057	double	Source column from the original resource.	``
d_0_04837812074862736	double	Source column from the original resource.	``
d_0_731705528485884	double	Source column from the original resource.	``
d_0_47252442150252505	double	Source column from the original resource.	``
d_2_575744516670172	double	Source column from the original resource.	``
d_7_637692650700525	double	Source column from the original resource.	``
d_38_49594343272726	double	Source column from the original resource.	``
d_10_091777377713333	double	Source column from the original resource.	``
d_9_868076002583955	double	Source column from the original resource.	``
d_12_482322560901817	double	Source column from the original resource.	``
d_16_58017868088848	double	Source column from the original resource.	``
d_63_49074468360854	double	Source column from the original resource.	``
d_69_6686568256359	double	Source column from the original resource.	``
d_90_35956042324764	double	Source column from the original resource.	``
d_17_231934037294028	double	Source column from the original resource.	``
d_2_9387033012400776	double	Source column from the original resource.	``
d_17_326867284874563	double	Source column from the original resource.	``
d_8_981408950263726	double	Source column from the original resource.	``
d_10_50100515133668	double	Source column from the original resource.	``
d_14_378375880977766	double	Source column from the original resource.	``
d_4_861357297061867	double	Source column from the original resource.	``
d_8_941553364055222	double	Source column from the original resource.	``
d_17_032362715673962	double	Source column from the original resource.	``
d_26_008900921847253	double	Source column from the original resource.	``
d_30_903895549514644	double	Source column from the original resource.	``
d_15_176625591757723	double	Source column from the original resource.	``
d_2_60376258969738	double	Source column from the original resource.	``
d_7_0291578295013215	double	Source column from the original resource.	``
d_10_322529212384607	double	Source column from the original resource.	``
d_12_906677820712625	double	Source column from the original resource.	``
d_6_848395871621782	double	Source column from the original resource.	``
d_11_308263237938723	double	Source column from the original resource.	``
d_16_586798517818185	double	Source column from the original resource.	``
d_21_688853975109552	double	Source column from the original resource.	``
d_20_16821791180406	double	Source column from the original resource.	``
d_28_08177471873063	double	Source column from the original resource.	``
d_11_855209029297955	double	Source column from the original resource.	``
d_4_172188197549059	double	Source column from the original resource.	``
d_6_147871015818287	double	Source column from the original resource.	``
d_4_615488222704422	double	Source column from the original resource.	``
d_2_9366564759697114	double	Source column from the original resource.	``
d_11_373661319651665	double	Source column from the original resource.	``
d_7_880285476430704	double	Source column from the original resource.	``
d_7_566772531622582	double	Source column from the original resource.	``
d_64_65116830470187	double	Source column from the original resource.	``
d_9_279048387627912	double	Source column from the original resource.	``
d_4_69363648137524	double	Source column from the original resource.	``
d_9260_372	double	Source column from the original resource.	``
d_30_4894	double	Source column from the original resource.	``
d_1786_325	double	Source column from the original resource.	``
d_7103_329	double	Source column from the original resource.	``
d_20135	double	Source column from the original resource.	``
d_5814_8	double	Source column from the original resource.	``
1904	double	Source column from the original resource.	``
d_8_420269	double	Source column from the original resource.	``
d_1489_813	double	Source column from the original resource.	``
d_192_0447	double	Source column from the original resource.	``
d_47724_93	double	Source column from the original resource.	``
d_68	double	Source column from the original resource.	``
d_66_96	double	Source column from the original resource.	``
d_52_54	double	Source column from the original resource.	``
d_57_62	double	Source column from the original resource.	``
d_73_96	double	Source column from the original resource.	``
d_55_69	double	Source column from the original resource.	``
d_74_05	double	Source column from the original resource.	``
d_55_03	double	Source column from the original resource.	``
d_91_62	double	Source column from the original resource.	``
d_48_02	double	Source column from the original resource.	``
d_68_44	double	Source column from the original resource.	``
feijao_nhemba	string	Source column from the original resource.	``
d_25_196162870262214	double	Source column from the original resource.	``
d_23_046177319635	double	Source column from the original resource.	``
d_25_181079032712034	double	Source column from the original resource.	``
d_38_803456813687106	double	Source column from the original resource.	``
d_14_431671892917	double	Source column from the original resource.	``
d_2_106215484426035	double	Source column from the original resource.	``
d_14_17383923258472	double	Source column from the original resource.	``
d_0_034210476978718186	double	Source column from the original resource.	``
d_3_2654075870878176	double	Source column from the original resource.	``
d_17_29645474040969	double	Source column from the original resource.	``
d_7_653	double	Source column from the original resource.	``
d_14_91	double	Source column from the original resource.	``
d_5_605	double	Source column from the original resource.	``
d_16_09	double	Source column from the original resource.	``
d_19_89	double	Source column from the original resource.	``
d_6_31	double	Source column from the original resource.	``
d_7_335	double	Source column from the original resource.	``
d_6_274	double	Source column from the original resource.	``
d_10_84	double	Source column from the original resource.	``
d_16_66	double	Source column from the original resource.	``
d_11_74	double	Source column from the original resource.	``
d_2_6601190359597533	double	Source column from the original resource.	``
d_3_130006284801612	double	Source column from the original resource.	``
d_16_005283717283252	double	Source column from the original resource.	``
d_0_5	double	Source column from the original resource.	``
d_2_472551006599128	double	Source column from the original resource.	``
d_0_6	double	Source column from the original resource.	``
d_4_267935976909353	double	Source column from the original resource.	``
c_delgado	double	Source column from the original resource.	``
cana_de_acucar	string	Source column from the original resource.	``
d_1_889	double	Source column from the original resource.	``
d_4_427	double	Source column from the original resource.	``
d_2_431	double	Source column from the original resource.	``
d_6_618	double	Source column from the original resource.	``
d_4_157	double	Source column from the original resource.	``
d_4_478	double	Source column from the original resource.	``
d_0_0521	double	Source column from the original resource.	``
d_2_839	double	Source column from the original resource.	``
d_0_567	double	Source column from the original resource.	``
d_0_276	double	Source column from the original resource.	``
d_2_965	double	Source column from the original resource.	``
algodao	string	Source column from the original resource.	``
d_11390	string	Source column from the original resource.	``
d_15343	string	Source column from the original resource.	``
d_26969	string	Source column from the original resource.	``
1991	string	Source column from the original resource.	``
d_5156	string	Source column from the original resource.	``
d_4328	string	Source column from the original resource.	``
d_4708	double	Source column from the original resource.	``
d_61	double	Source column from the original resource.	``
d_105	double	Source column from the original resource.	``
d_70051	double	Source column from the original resource.	``
girassol	string	Source column from the original resource.	``
d_21_4795	string	Source column from the original resource.	``
d_74_9316	string	Source column from the original resource.	``
d_42_4006	string	Source column from the original resource.	``
d_88_0467	string	Source column from the original resource.	``
column_4	string	Source column from the original resource.	``
d_59_8101	double	Source column from the original resource.	``
batata_reno	string	Source column from the original resource.	``
d_4_91313	double	Source column from the original resource.	``
d_0_176469	double	Source column from the original resource.	``
d_0_323507	double	Source column from the original resource.	``
d_0_513601	double	Source column from the original resource.	``
d_7_8506	double	Source column from the original resource.	``
d_0_828507	double	Source column from the original resource.	``
d_0_901944	double	Source column from the original resource.	``
d_0_143187	double	Source column from the original resource.	``
d_0_243633	double	Source column from the original resource.	``
d_1_23427	double	Source column from the original resource.	``
d_12_697	double	Source column from the original resource.	``
d_0_735698	double	Source column from the original resource.	``
d_0_080053	double	Source column from the original resource.	``
d_13_8874	double	Source column from the original resource.	``
d_5_49348	double	Source column from the original resource.	``
d_2_97929	double	Source column from the original resource.	``
d_5_00715	double	Source column from the original resource.	``
d_14_6764	double	Source column from the original resource.	``
d_17_4295	double	Source column from the original resource.	``
d_28_8857	double	Source column from the original resource.	``
d_10_0177	double	Source column from the original resource.	``
abacateiro	string	Source column from the original resource.	``
d_1_37	double	Source column from the original resource.	``
d_1_19	double	Source column from the original resource.	``
d_9_62	double	Source column from the original resource.	``
d_1_64	double	Source column from the original resource.	``
d_30_29	double	Source column from the original resource.	``
d_7_19	double	Source column from the original resource.	``
d_29_15	double	Source column from the original resource.	``
d_27_24	double	Source column from the original resource.	``
d_47_14	double	Source column from the original resource.	``
d_16_08	double	Source column from the original resource.	``
bananeira	string	Source column from the original resource.	``
d_28_04	double	Source column from the original resource.	``
d_34_04	double	Source column from the original resource.	``
d_33_23	double	Source column from the original resource.	``
d_20_89	double	Source column from the original resource.	``
d_25_03	double	Source column from the original resource.	``
d_32_71	double	Source column from the original resource.	``
d_14_38	double	Source column from the original resource.	``
d_5_39	double	Source column from the original resource.	``
d_1_65	double	Source column from the original resource.	``
d_19_53	double	Source column from the original resource.	``
d_21_65	double	Source column from the original resource.	``
que_tem_cajueiros	string	Source column from the original resource.	``
d_3_1549769692514715	double	Source column from the original resource.	``
d_44_500561615313075	double	Source column from the original resource.	``
d_51_6724964186335	double	Source column from the original resource.	``
d_36_55907456340835	double	Source column from the original resource.	``
d_0_404904915191972	double	Source column from the original resource.	``
d_16_82612911606973	double	Source column from the original resource.	``
d_24_016248669310098	double	Source column from the original resource.	``
d_82_78189415112851	double	Source column from the original resource.	``
d_54_39872102486822	double	Source column from the original resource.	``
d_15_945777133988567	double	Source column from the original resource.	``
d_33_13398007782773	double	Source column from the original resource.	``
quantidade_ton	string	Source column from the original resource.	``
d_7187_5	double	Source column from the original resource.	``
d_22099	double	Source column from the original resource.	``
bovinos	string	Source column from the original resource.	``
d_0_35	double	Source column from the original resource.	``
d_0_02	double	Source column from the original resource.	``
d_0_87	double	Source column from the original resource.	``
d_0_88	double	Source column from the original resource.	``
d_19_55	double	Source column from the original resource.	``
d_3_34	double	Source column from the original resource.	``
d_18_95	double	Source column from the original resource.	``
d_25_51	double	Source column from the original resource.	``
d_1_74	double	Source column from the original resource.	``
d_6_04	double	Source column from the original resource.	``
d_584_1	double	Source column from the original resource.	``
d_81_49	double	Source column from the original resource.	``
d_6496	double	Source column from the original resource.	``
d_6075	double	Source column from the original resource.	``
d_76617	double	Source column from the original resource.	``
d_38690	double	Source column from the original resource.	``
d_7759	double	Source column from the original resource.	``
d_40351	double	Source column from the original resource.	``
d_52223	double	Source column from the original resource.	``
d_13595	double	Source column from the original resource.	``
d_242473	double	Source column from the original resource.	``
caprinos	string	Source column from the original resource.	``
d_1481	double	Source column from the original resource.	``
d_4246	double	Source column from the original resource.	``
d_6254	double	Source column from the original resource.	``
d_3415	double	Source column from the original resource.	``
d_2295	double	Source column from the original resource.	``
d_2863	double	Source column from the original resource.	``
d_64	double	Source column from the original resource.	``
d_185	double	Source column from the original resource.	``
d_20870	double	Source column from the original resource.	``
d_27	double	Source column from the original resource.	``
d_2912	double	Source column from the original resource.	``
d_796	double	Source column from the original resource.	``
d_33993	double	Source column from the original resource.	``
d_25696	double	Source column from the original resource.	``
d_2184	double	Source column from the original resource.	``
d_6435	double	Source column from the original resource.	``
d_21066	double	Source column from the original resource.	``
d_3776	double	Source column from the original resource.	``
d_96886	double	Source column from the original resource.	``
d_146	double	Source column from the original resource.	``
d_407	double	Source column from the original resource.	``
d_60	double	Source column from the original resource.	``
d_83	double	Source column from the original resource.	``
d_2098	double	Source column from the original resource.	``
d_2760	double	Source column from the original resource.	``
d_448	double	Source column from the original resource.	``
d_3713	double	Source column from the original resource.	``
d_6659	double	Source column from the original resource.	``
1939	double	Source column from the original resource.	``
d_18312	double	Source column from the original resource.	``
d_590	double	Source column from the original resource.	``
d_163	double	Source column from the original resource.	``
d_5844	double	Source column from the original resource.	``
d_1170	double	Source column from the original resource.	``
d_59349	double	Source column from the original resource.	``
d_19816	double	Source column from the original resource.	``
d_4433	double	Source column from the original resource.	``
d_15263	double	Source column from the original resource.	``
d_61210	double	Source column from the original resource.	``
d_22509	double	Source column from the original resource.	``
d_190345	double	Source column from the original resource.	``
d_26854	double	Source column from the original resource.	``
d_32311	double	Source column from the original resource.	``
d_52433	double	Source column from the original resource.	``
d_13314	double	Source column from the original resource.	``
d_61439	double	Source column from the original resource.	``
d_5694	double	Source column from the original resource.	``
d_56192	double	Source column from the original resource.	``
d_11698	double	Source column from the original resource.	``
d_20847	double	Source column from the original resource.	``
d_16263	double	Source column from the original resource.	``
d_297046	double	Source column from the original resource.	``
touros	string	Source column from the original resource.	``
d_95_88427352905273	double	Source column from the original resource.	``
d_162_9711151123047	double	Source column from the original resource.	``
d_10814_528205871582	double	Source column from the original resource.	``
d_536_146110534668	double	Source column from the original resource.	``
d_39909_60043334961	double	Source column from the original resource.	``
d_32079_004021644592	double	Source column from the original resource.	``
d_6551_30415725708	double	Source column from the original resource.	``
d_38896_151193618774	double	Source column from the original resource.	``
d_58551_283787727356	double	Source column from the original resource.	``
d_15825_067143440247	double	Source column from the original resource.	``
d_203421_94044208527	double	Source column from the original resource.	``
vacinou_gado_bovino	string	Source column from the original resource.	``
d_8_313501624926452	double	Source column from the original resource.	``
d_100	double	Source column from the original resource.	``
d_46_22723986492364	double	Source column from the original resource.	``
d_46_990286408985554	double	Source column from the original resource.	``
d_56_44892763707319	double	Source column from the original resource.	``
d_72_99669835117703	double	Source column from the original resource.	``
d_63_52966104108179	double	Source column from the original resource.	``
d_85_35753566954111	double	Source column from the original resource.	``
d_75_86215113495534	double	Source column from the original resource.	``
d_67_48994488013857	double	Source column from the original resource.	``
d_68_3148045424439	double	Source column from the original resource.	``
vacinou_galinhas	string	Source column from the original resource.	``
d_2_024493275675581	double	Source column from the original resource.	``
d_2_618475484862898	double	Source column from the original resource.	``
d_0_43002589875933467	double	Source column from the original resource.	``
d_3_216525956707153	double	Source column from the original resource.	``
d_5_301981009497079	double	Source column from the original resource.	``
d_5_859779505273456	double	Source column from the original resource.	``
d_2_3544386351228184	double	Source column from the original resource.	``
d_4_530916720646521	double	Source column from the original resource.	``
d_1_7217078111275939	double	Source column from the original resource.	``
d_17_459893206724175	double	Source column from the original resource.	``
d_4_222744116594012	double	Source column from the original resource.	``
bovina	string	Source column from the original resource.	``
d_77_7	string	Source column from the original resource.	``
d_412_2	string	Source column from the original resource.	``
d_1665_1	string	Source column from the original resource.	``
d_797_6	string	Source column from the original resource.	``
d_476_2	string	Source column from the original resource.	``
d_1872_2	string	Source column from the original resource.	``
d_600_9	string	Source column from the original resource.	``
d_560_7	string	Source column from the original resource.	``
d_1254_3	string	Source column from the original resource.	``
d_4586_3	string	Source column from the original resource.	``
d_12303_2	string	Source column from the original resource.	``
retrete_pia_com_autoclismo	string	Source column from the original resource.	``
d_0_7151930581592731	double	Source column from the original resource.	``
d_0_25176590847546265	double	Source column from the original resource.	``
d_0_6072417615796898	double	Source column from the original resource.	``
d_1_0054421658763888	double	Source column from the original resource.	``
d_0_5055949495630389	double	Source column from the original resource.	``
d_1_3871087767190562	double	Source column from the original resource.	``
d_2_4786715975535234	double	Source column from the original resource.	``
d_1_12874282455986	double	Source column from the original resource.	``
d_2_072728231640354	double	Source column from the original resource.	``
d_19_58047895472561	double	Source column from the original resource.	``
d_4_566379576386619	double	Source column from the original resource.	``
trata_agua	string	Source column from the original resource.	``
d_11_084320791936427	double	Source column from the original resource.	``
d_11_651817485575428	double	Source column from the original resource.	``
d_11_97807099739892	double	Source column from the original resource.	``
d_8_251261343194418	double	Source column from the original resource.	``
d_10_893103137036462	double	Source column from the original resource.	``
d_20_427813193176316	double	Source column from the original resource.	``
d_22_135649927084508	double	Source column from the original resource.	``
d_9_343574713700564	double	Source column from the original resource.	``
d_11_067517833856124	double	Source column from the original resource.	``
d_24_022557461093783	double	Source column from the original resource.	``
d_14_322636915791769	double	Source column from the original resource.	``
celeiros_melhorados	string	Source column from the original resource.	``
d_32226_39	double	Source column from the original resource.	``
d_58394_33	double	Source column from the original resource.	``
d_100931	double	Source column from the original resource.	``
d_79963_22	double	Source column from the original resource.	``
d_39078_66	double	Source column from the original resource.	``
d_98963_69	double	Source column from the original resource.	``
d_45971_91	double	Source column from the original resource.	``
d_30642_84	double	Source column from the original resource.	``
d_15123_68	double	Source column from the original resource.	``
d_40766_58	double	Source column from the original resource.	``
d_542062_3	double	Source column from the original resource.	``
ainda_tem	string	Source column from the original resource.	``
d_47_0599053072076	double	Source column from the original resource.	``
d_66_1765984478835	double	Source column from the original resource.	``
d_50_573038411023525	double	Source column from the original resource.	``
d_48_2601517445658	double	Source column from the original resource.	``
d_38_1051500269282	double	Source column from the original resource.	``
d_53_10288997890304	double	Source column from the original resource.	``
d_28_979999362084513	double	Source column from the original resource.	``
d_31_050391390403252	double	Source column from the original resource.	``
d_10_907093166652661	double	Source column from the original resource.	``
d_7_767590542587187	double	Source column from the original resource.	``
d_38_021979996046525	double	Source column from the original resource.	``
d_85_26078598639889	double	Source column from the original resource.	``
d_21_01105132046815	double	Source column from the original resource.	``
d_31_73541118070569	double	Source column from the original resource.	``
d_50_31668909802634	double	Source column from the original resource.	``
d_89_6602953581275	double	Source column from the original resource.	``
d_80_48387057215686	double	Source column from the original resource.	``
d_61_08357406855867	double	Source column from the original resource.	``
d_28_38422065449075	double	Source column from the original resource.	``
d_59_402991021296266	double	Source column from the original resource.	``
d_22_1960118109253	double	Source column from the original resource.	``
d_43_8421860013315	double	Source column from the original resource.	``
passou_fome	string	Source column from the original resource.	``
d_38_12901826535372	double	Source column from the original resource.	``
d_32_228717480743356	double	Source column from the original resource.	``
d_51_02526324705375	double	Source column from the original resource.	``
d_55_33810060793763	double	Source column from the original resource.	``
d_37_848368151185554	double	Source column from the original resource.	``
d_30_286386831102693	double	Source column from the original resource.	``
d_50_64706849476038	double	Source column from the original resource.	``
d_41_29758621158123	double	Source column from the original resource.	``
d_47_716600714609605	double	Source column from the original resource.	``
d_52_59818324760714	double	Source column from the original resource.	``
d_46_63553681565464	double	Source column from the original resource.	``

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/africa-mozambique-inquerito-agrario-integrado-2015-0a911624")
df = ds["train"].to_pandas()
print(df.head())

Inspect Columns

print(df.info())
print(df.head())

Filter By Geography

if "country_iso3" in df.columns:
    sample = df[df["country_iso3"] == "MOZ"]

Time-Series Pattern

if "value" in df.columns and "year" in df.columns:
    trend = df.sort_values("year")

Pivot For Analysis

if {"indicator_id", "year", "value"}.issubset(df.columns):
    matrix = df.pivot_table(index="year", columns="indicator_id", values="value")
    print(matrix.tail())

Data Quality Notes

• Canonical time field: year.
• Missing values are preserved rather than silently imputed.
• Column names are standardized for machine use; source meanings are preserved where known.
• Always confirm source methodology, units, and collection definitions before policy, production, or redistribution-sensitive use.

Source And Provenance

• Source: MADER
• Publisher: MADER
• Portal: https://mozdata.ine.gov.mz
• Resource: Quadros IAI 2015
• License: other-open
• Retrieved/generated: 2026-08-07T22:11:19Z
• Hugging Face repo: electricsheepafrica/africa-mozambique-inquerito-agrario-integrado-2015-0a911624

Transformations Applied

• Converted the source table to Parquet for efficient analytics and ML workflows.
• Added or preserved source provenance columns where available.
• Standardized README metadata, dataset loading configuration, schema documentation, and citation format.
• Preserved source-reported values without analytical imputation.

Suggested Analyses

• Profile the distribution of values
• Compare categories or geographies
• Join with complementary public datasets
• Build time-series views and period-over-period comparisons
• Check missingness before modeling
• Use country_iso3 as the safest geography join key when present

Citation

@misc{electric_sheep_africa_africa_mozambique_inquerito_agrario_integrado_2015_0a911624_2015,
  title        = {Inquerito Agrario Integrado 2015 | Africa (MADER)},
  author       = {MADER},
  year         = {2015},
  url          = {https://mozdata.ine.gov.mz/index.php/catalog/46/related-materials},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/africa-mozambique-inquerito-agrario-integrado-2015-0a911624}}
}

License

Released under other-open.

Original data is published by MADER. Electric Sheep Africa engineering standardizes the data for discovery, loading, and analysis on Hugging Face. Cite both the original source and this ML-ready dataset when used.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

---

Provenance: README standardized 2026-08-11 by the Electric Sheep Africa README system. Source URL: https://mozdata.ine.gov.mz/index.php/catalog/46/related-materials