| dataset_id,canonical_title,original_title,description,publisher,producing_institution,contact,country,geographic_scope,administrative_levels,temporal_start,temporal_end,reference_period,update_frequency,data_domains,crops,livestock_species,fisheries_species,modalities,source_url,landing_page_url,download_url,api_url,documentation_url,citation,doi,publication_date,last_updated,date_discovered,date_accessed,source_format,compressed_size,uncompressed_size,estimated_row_count,estimated_asset_count,language,access_class,registration_required,license_name,license_url,license_text_snapshot,redistribution_allowed,modification_allowed,commercial_use_allowed,attribution_required,share_alike_required,contains_personal_data,contains_precise_geolocation,sensitivity_class,intended_use,known_limitations,primary_or_mirror,supersedes_dataset_id,superseded_by_dataset_id,checksum_sha256,local_raw_path,processing_pipeline,release_repository,status,status_reason,reviewer,review_date
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| gss_thematic_arable_crops_2017_18,Thematic Brief: Arable Crops from the 2017/2018 Ghana Census of Agriculture,Thematic Brief: Arable Crops,Regional thematic tables on arable crops and production extracted from a Ghana Statistical Service publication PDF.,Ghana Statistical Service,Ghana Statistical Service,statsghana@statsghana.gov.gh,Ghana,GHA,"country,region,district",2018,2018,,,"agriculture,crop-production,census","maize,cassava,yam,plantain",,,,https://statsghana.gov.gh/gssmain/fileUpload/Agriculture%20%26%20Environment/Thematic%20Brief_Arable%20Crops.pdf,https://www.statsghana.gov.gh/census-surveys/agricultural-census,https://statsghana.gov.gh/gssmain/fileUpload/Agriculture%20%26%20Environment/Thematic%20Brief_Arable%20Crops.pdf,,,,,,,2026-07-25,2026-07-25,PDF,,,,,en,restricted,false,Unknown,,,false,false,,,,false,false,low,,No direct API or official redistribution statement discovered in first pass.,primary,,,,,,,download_failed,"Publication is visible, but redistribution permission for tabular extraction was not confirmed.",ghana-ag-first-pass,2026-07-25
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| ghana_open_data_avg_yield_major_crops,Agriculture and Nutrition Data — Average Yield for Major Crops,Average Yield for Major Crops,Ghana Open Data package with regional crop yield tables.,Ghana Open Data Initiative,National Information Technology Agency (NITA),,Ghana,GHA,"country,region,district",2006,2016,,,"agriculture,crop-yield,regional-statistics","maize,cassava,cowpea,rice,yam,sorghum,soyabean",,,,https://data.gov.gh/dataset/agriculture-and-nutrition-data-average-yield-major-crops,https://data.gov.gh/dataset/agriculture-and-nutrition-data-average-yield-major-crops,https://data.gov.gh/dataset/agriculture-and-nutrition-data-average-yield-major-crops,https://data.gov.gh/api/action/package_show?id=ee8e4c3b-580c-40a0-b59e-d0df9c792657,,,,,,2026-07-25,2026-07-25,CSV/XLSX,,,,,en,open_downloadable,false,Open Database License (ODbL) v1.0,https://opendatacommons.org/licenses/odbl/1-0/,,true,true,true,true,true,false,false,low,,,primary,,,,,,,open_downloadable,Portal exposes package metadata and resource links that are publicly discoverable.,ghana-ag-first-pass,2026-07-25
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| ghana_open_data_agricultural_production_estimates_1993_2017,"Agricultural Production Estimates, 1993-2017",Agricultural Production Estimates (1993–2017),Regional crop and production estimates indexed on the Ghana Open Data portal.,Ghana Open Data Initiative,National Information Technology Agency (NITA),,Ghana,GHA,"country,region,district",1993,2017,,,"crop-production,statistics","maize,rice,cassava,yam,oilseeds",,,,https://data.gov.gh/dataset/agricultural-production-estimates-1993-2017,https://data.gov.gh/dataset/agricultural-production-estimates-1993-2017,https://data.gov.gh/dataset/agricultural-production-estimates-1993-2017,,,,,,,2026-07-25,2026-07-25,CSV/XLSX,,,,,en,open_downloadable,false,Open Data Commons Attribution License (ODC-By),https://opendatacommons.org/licenses/by/1-0/,,true,false,,true,,false,false,low,,,primary,,,,,,,open_downloadable,Public package page with resource index.,ghana-ag-first-pass,2026-07-25
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| ghana_open_data_annual_major_crop_production_estimates,Annual Major Crop Production Estimates in Ghana,Annual Major Crop Production Estimates,District and annual major crop production tables from the Ghana Open Data portal.,Ghana Open Data Initiative,National Information Technology Agency (NITA),,Ghana,GHA,"country,region,district",2006,2011,,,"crop-production,regional-statistics","maize,rice,millet,sorghum,sweet potato,soyabean",,,,https://data.gov.gh/dataset/annual-major-crop-production-estimates-ghana,https://data.gov.gh/dataset/annual-major-crop-production-estimates-ghana,https://data.gov.gh/dataset/annual-major-crop-production-estimates-ghana,,,,,,,2026-07-25,2026-07-25,CSV/XLSX,,,,,en,open_downloadable,false,Creative Commons Attribution 4.0,https://creativecommons.org/licenses/by/4.0/,,true,false,,true,,false,false,low,,,primary,,,,,,,open_downloadable,Package metadata indicates open distribution terms are present
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| ghana_open_data_crop_production_estimates_major_regions_ghana,Crop Production Estimates by Major Regions,Crop Production Estimates Major Regions Ghana,Regional and district estimates for major crops in Ghana (index page and attached resources).,Ghana Open Data Initiative,National Information Technology Agency (NITA),,Ghana,GHA,"country,region,district",2006,2011,,,"crop-production,regional-statistics","maize,cassava,rice,sorghum",,,,https://data.gov.gh/dataset/crop-production-estimates-major-regions-ghana,https://data.gov.gh/dataset/crop-production-estimates-major-regions-ghana,https://data.gov.gh/dataset/crop-production-estimates-major-regions-ghana,,,,,,,2026-07-25,2026-07-25,CSV/XLSX,,,,,en,open_downloadable,false,Open Database License (ODbL) v1.0,https://opendatacommons.org/licenses/odbl/1-0/,,true,true,,true,true,false,false,low,,,primary,,,,,,,open_downloadable,Metadata and resources are publicly indexed.,ghana-ag-first-pass,2026-07-25
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| mofa_agriculture_in_ghana_facts_figures_2021_pdf,Agriculture in Ghana Facts & Figures (2021),AGRICULTURE IN GHANA (Facts & Figures) 2021,MoFA publication with high-level agricultural production and trade summaries.,Ministry of Food and Agriculture,Ministry of Food and Agriculture,srid@mofa.gov.gh,Ghana,GHA,"country,region,district",2010,2021,,,"agriculture,trade,production,policy","maize,rice,cassava,cowpea",,,,https://mofa.gov.gh/site/images/pdf/AGRICULTURE%20IN%20GHANA%20%28Facts%20%26%20Figures%29%202021.pdf,https://mofa.gov.gh/site/images/pdf/AGRICULTURE%20IN%20GHANA%20%28Facts%20%26%20Figures%29%202021.pdf,,,,,,,,2026-07-25,2026-07-25,PDF,,,,,en,restricted,false,,,,false,false,,,,false,false,low,,,primary,,,,,,,restricted,"Publication text is public, but redistribution rights are not explicitly stated on page.",ghana-ag-first-pass,2026-07-25
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| cocobod_regional_cocoa_purchases_table,COCOBOD Regional Cocoa Purchases,Regional Cocoa Purchases,Public cocoa purchase summaries listed by year and region.,Ghana Cocoa Board,Ghana Cocoa Board,info@cocobod.gh,Ghana,GHA,"country,region,district",2001,2022,,,"crop-production,cocoa,trade",cocoa,,,,https://cocobod.gh/cocoa-purchases,https://cocobod.gh/cocoa-purchases,,,,,,,,2026-07-25,2026-07-25,HTML,,,,,en,metadata_only,false,,,,false,false,,,,false,false,low,,,primary,,,,,,,metadata_only,"Portal entries are discoverable, but full file-by-file redistribution and licensing review is pending.",ghana-ag-first-pass,2026-07-25
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| cocobod_annual_reports,COCOBOD Annual Reports and Financial Statements,COCOBOD Resource Archive,Annual reports and financial statements for the cocoa sector.,Ghana Cocoa Board,Ghana Cocoa Board,info@cocobod.gh,Ghana,GHA,"country,region,district",2018,2021,,,"crop-industry,financials,cocoa",cocoa,,,,https://cocobod.gh/resource_files/52nd-annual-report-and-financial-statements-2020-2021.pdf,https://cocobod.gh/resources,,,,,,,,2026-07-25,2026-07-25,PDF,,,,,en,license_unclear,false,,,,false,false,,,,false,false,low,,,primary,,,,,,,license_unclear,Source-level rights for each PDF need per-document confirmation before redistribution.,ghana-ag-first-pass,2026-07-25
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