{
 "schema": "african-economic-future/cards_export/v1",
 "built": "2026-10-25",
 "vintages": {
  "note": "The release each headline number on these records is from, as _data/VINTAGE.md pins it, and the most recent day any release behind them was pulled.",
  "last_refreshed": "2026-10-25",
  "releases": [
   {
    "short": "WEO",
    "source": "IMF World Economic Outlook",
    "vintage": "April 2026"
   },
   {
    "short": "WDI",
    "source": "World Bank WDI",
    "vintage": "pulled 25 October 2026"
   },
   {
    "short": "IDS",
    "source": "World Bank International Debt Statistics",
    "vintage": "2025 (December 2025 release)"
   },
   {
    "short": "WPP",
    "source": "UN World Population Prospects",
    "vintage": "2024, medium variant"
   }
  ]
 },
 "n": 54,
 "fields": [
  "iso3",
  "name",
  "header.capital",
  "header.au_region",
  "header.pole_chapters",
  "header.pole_types",
  "header.recs",
  "header.currency.code",
  "header.currency.symbol",
  "header.currency.regime",
  "header.official_languages",
  "header.card_note",
  "identity.period",
  "identity.working_age_pop_growth",
  "identity.employment_to_wa_growth",
  "identity.output_per_worker_growth",
  "identity.gdp_growth_implied",
  "identity.gdp_growth_observed",
  "identity.gdp_growth_forecast_5y",
  "overlays.wage_employment_share",
  "overlays.wage_employment_source",
  "overlays.nonag_employment_share",
  "overlays.employment_female",
  "overlays.employment_male",
  "overlays.youth_neet",
  "overlays.output_per_worker_within",
  "overlays.output_per_worker_between",
  "scale.population",
  "scale.population_2050",
  "scale.population_2100",
  "scale.median_age",
  "scale.tfr",
  "scale.dependency_ratio",
  "scale.largest_city",
  "scale.largest_city_pop",
  "scale.largest_city_pop_2050",
  "scale.gdp_usd",
  "scale.gdp_ppp",
  "scale.gdp_per_capita",
  "scale.urban_share",
  "scale.informal_employment_share",
  "scale.afrobarometer_lived_poverty",
  "balance_sheet.exports_top3",
  "balance_sheet.commodity_dependence",
  "balance_sheet.remittances_inflow",
  "balance_sheet.fdi_inflow",
  "balance_sheet.oda",
  "balance_sheet.external_debt_stock",
  "balance_sheet.external_debt_by_creditor.multilateral",
  "balance_sheet.external_debt_by_creditor.paris_club",
  "balance_sheet.external_debt_by_creditor.china",
  "balance_sheet.external_debt_by_creditor.other_bilateral",
  "balance_sheet.external_debt_by_creditor.eurobond",
  "balance_sheet.external_debt_by_creditor.other_private",
  "balance_sheet.china_loan_commitments_cumulative",
  "balance_sheet.debt_service_2026_2030",
  "balance_sheet.restructuring_status",
  "balance_sheet.collateralized_or_resource_backed",
  "balance_sheet.sovereign_ratings.sp",
  "balance_sheet.sovereign_ratings.moodys",
  "balance_sheet.sovereign_ratings.fitch",
  "balance_sheet.eurobond_outstanding",
  "trade_architecture.afcfta_status",
  "trade_architecture.papss_member",
  "data_quality.last_census_year",
  "data_quality.last_gdp_rebase_year",
  "data_quality.last_lfs_year",
  "data_quality.spi_overall_score",
  "data_quality.imf_dissemination_standard",
  "data_quality.wpp_estimate_basis",
  "data_quality.climate_vulnerability_tercile",
  "data_quality.fragility_flag",
  "data_quality.confidence_flag"
 ],
 "note": "One record per UN-member African state. Field names are the dotted paths the book quotes. A null is a series not yet fetched, or one that does not exist for that country, and never a zero. The _sources map gives, for each field that has one, the release the number came from.",
 "countries": [
  {
   "iso3": "AGO",
   "name": "Angola",
   "header.capital": "Luanda",
   "header.au_region": "Southern",
   "header.pole_chapters": [
    30
   ],
   "header.pole_types": [
    "resource corridor"
   ],
   "header.recs": [
    "SADC",
    "ECCAS"
   ],
   "header.currency.code": "AOA",
   "header.currency.symbol": "Kz",
   "header.currency.regime": "float",
   "header.official_languages": [
    "pt"
   ],
   "header.card_note": null,
   "identity.period": "2014-2024",
   "identity.working_age_pop_growth": 3.527,
   "identity.employment_to_wa_growth": 0.087,
   "identity.output_per_worker_growth": -3.122,
   "identity.gdp_growth_implied": 0.492,
   "identity.gdp_growth_observed": 0.636,
   "identity.gdp_growth_forecast_5y": 2.749,
   "overlays.wage_employment_share": 24.14,
   "overlays.wage_employment_source": "ILO-modelled-employees",
   "overlays.nonag_employment_share": 47.85,
   "overlays.employment_female": 62.01,
   "overlays.employment_male": 66.87,
   "overlays.youth_neet": 24.56,
   "overlays.output_per_worker_within": null,
   "overlays.output_per_worker_between": null,
   "scale.population": 37885.849,
   "scale.population_2050": 74295.394,
   "scale.population_2100": 150045.574,
   "scale.median_age": 16.53,
   "scale.tfr": 5.048,
   "scale.dependency_ratio": 89.41,
   "scale.largest_city": "Luanda",
   "scale.largest_city_pop": 10148.4,
   "scale.largest_city_pop_2050": 21187.8,
   "scale.gdp_usd": 141.728,
   "scale.gdp_ppp": 402.898,
   "scale.gdp_per_capita": 3614.423,
   "scale.urban_share": 71.46,
   "scale.informal_employment_share": 95.28,
   "scale.afrobarometer_lived_poverty": 1.99,
   "balance_sheet.exports_top3": [
    "Petroleum oils, oils from bitumin. materials, crude (SITC 333): 79.1%",
    "Natural gas, whether or not liquefied (SITC 343): 7.3%",
    "Natural abrasives, n.e.s. (incl. industri. diamonds) (SITC 277): 3.6%"
   ],
   "balance_sheet.commodity_dependence": 96.7,
   "balance_sheet.remittances_inflow": 0.052,
   "balance_sheet.fdi_inflow": 2.216,
   "balance_sheet.oda": 0.147,
   "balance_sheet.external_debt_stock": 58.733,
   "balance_sheet.external_debt_by_creditor.multilateral": 6.199,
   "balance_sheet.external_debt_by_creditor.paris_club": 11.47,
   "balance_sheet.external_debt_by_creditor.china": 14.402,
   "balance_sheet.external_debt_by_creditor.other_bilateral": 4.117,
   "balance_sheet.external_debt_by_creditor.eurobond": 11.042,
   "balance_sheet.external_debt_by_creditor.other_private": 35.794,
   "balance_sheet.china_loan_commitments_cumulative": 49.243,
   "balance_sheet.debt_service_2026_2030": 41.35,
   "balance_sheet.restructuring_status": "none",
   "balance_sheet.collateralized_or_resource_backed": "6 resource-backed loans recorded, 2004-2015, all oil-backed",
   "balance_sheet.sovereign_ratings.sp": null,
   "balance_sheet.sovereign_ratings.moodys": null,
   "balance_sheet.sovereign_ratings.fitch": null,
   "balance_sheet.eurobond_outstanding": null,
   "trade_architecture.afcfta_status": "ratified",
   "trade_architecture.papss_member": false,
   "data_quality.last_census_year": 2024,
   "data_quality.last_gdp_rebase_year": null,
   "data_quality.last_lfs_year": 2024,
   "data_quality.spi_overall_score": 58.2,
   "data_quality.imf_dissemination_standard": "e-GDDS",
   "data_quality.wpp_estimate_basis": null,
   "data_quality.climate_vulnerability_tercile": "medium",
   "data_quality.fragility_flag": "not on the FCS list",
   "data_quality.confidence_flag": "medium",
   "_sources": {
    "scale.population": "WPP2024",
    "identity.period": "WPP2024",
    "identity.working_age_pop_growth": "WPP2024",
    "scale.population_2050": "WPP2024",
    "scale.population_2100": "WPP2024",
    "scale.median_age": "WPP2024",
    "scale.tfr": "WPP2024",
    "scale.dependency_ratio": "WPP2024",
    "scale.gdp_usd": "WEO-2026-04@2025",
    "scale.gdp_per_capita": "WEO-2026-04@2025",
    "identity.gdp_growth_observed": "WEO-2026-04@2024",
    "scale.gdp_ppp": "WEO-2026-04@2025",
    "identity.gdp_growth_forecast_5y": "WEO-2026-04@2030",
    "balance_sheet.external_debt_by_creditor.other_bilateral": "IDS-2025",
    "balance_sheet.external_debt_stock": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.multilateral": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.eurobond": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.other_private": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.paris_club": "IDS-2025@2024",
    "balance_sheet.external_debt_by_creditor.china": "IDS-2025@2024",
    "balance_sheet.debt_service_2026_2030": "IDS-2025@2026-2030",
    "data_quality.spi_overall_score": "SPI",
    "identity.employment_to_wa_growth": "ILO-2025-11@2024",
    "overlays.employment_female": "ILO-2025-11@2024",
    "overlays.employment_male": "ILO-2025-11@2024",
    "identity.output_per_worker_growth": "ILO-2025-11@2024",
    "identity.gdp_growth_implied": "derived",
    "overlays.wage_employment_share": "ILO-2025-11@2024",
    "overlays.wage_employment_source": "ILO-2025-11@2024",
    "overlays.nonag_employment_share": "ILO-2025-11@2024",
    "overlays.youth_neet": "ILO-2025-11@2024",
    "scale.informal_employment_share": "ILO-2025-11@2024",
    "balance_sheet.china_loan_commitments_cumulative": "CLA-2024",
    "scale.largest_city": "AFRICAPOLIS2025@2025",
    "scale.largest_city_pop": "AFRICAPOLIS2025@2025",
    "scale.largest_city_pop_2050": "AFRICAPOLIS2025@2050",
    "balance_sheet.remittances_inflow": "WDI-FLOWS@2025",
    "balance_sheet.fdi_inflow": "WDI-FLOWS@2025",
    "balance_sheet.oda": "WDI-FLOWS@2023",
    "trade_architecture.afcfta_status": "AU-AFCFTA-REGISTER@22/05/2026",
    "trade_architecture.papss_member": "PAPSS-COVERAGE@June 2026",
    "scale.urban_share": "WDI@2025",
    "data_quality.fragility_flag": "WB-FCS-FY26",
    "data_quality.climate_vulnerability_tercile": "ND-GAIN-2026@2024",
    "scale.afrobarometer_lived_poverty": "AFROBAROMETER-R9@2022",
    "balance_sheet.restructuring_status": "MANUAL@https://clubdeparis.org/en/sites/clubdeparis/accueil/pays-accords-signes/sommaire-pays-debiteurs.html",
    "balance_sheet.collateralized_or_resource_backed": "MANUAL@https://documents1.worldbank.org/curated/en/369931643829886430/pdf/Resource-Backed-Loans-in-Sub-Saharan-Africa.pdf",
    "balance_sheet.exports_top3": "UNCTAD-TRADEMATRIX@2025",
    "balance_sheet.commodity_dependence": "UNCTAD-TRADEMATRIX@2025",
    "data_quality.last_census_year": "MANUAL@https://www.ine.gov.ao/publicacoes/detalhes/NDc0MTE=",
    "data_quality.last_lfs_year": "MANUAL@https://ine.gov.ao/publicacoes/detalhes/NDAzNDM=",
    "data_quality.imf_dissemination_standard": "MANUAL@https://www.imf.org/en/News/Articles/2018/12/06/pr18456-angola-implements-imfs-enhanced-general-data-dissemination-system"
   }
  },
  {
   "iso3": "BDI",
   "name": "Burundi",
   "header.capital": "Gitega",
   "header.au_region": "Central",
   "header.pole_chapters": [
    31
   ],
   "header.pole_types": [
    "thin-state"
   ],
   "header.recs": [
    "EAC",
    "COMESA",
    "ECCAS"
   ],
   "header.currency.code": "BIF",
   "header.currency.symbol": "FBu",
   "header.currency.regime": "managed",
   "header.official_languages": [
    "fr",
    "rn",
    "en"
   ],
   "header.card_note": null,
   "identity.period": "2014-2024",
   "identity.working_age_pop_growth": 2.938,
   "identity.employment_to_wa_growth": 0.057,
   "identity.output_per_worker_growth": -1.871,
   "identity.gdp_growth_implied": 1.124,
   "identity.gdp_growth_observed": 1.131,
   "identity.gdp_growth_forecast_5y": 4.038,
   "overlays.wage_employment_share": 15.08,
   "overlays.wage_employment_source": "ILO-modelled-employees",
   "overlays.nonag_employment_share": 14.61,
   "overlays.employment_female": 79.08,
   "overlays.employment_male": 76.43,
   "overlays.youth_neet": 11.17,
   "overlays.output_per_worker_within": null,
   "overlays.output_per_worker_between": null,
   "scale.population": 14047.786,
   "scale.population_2050": 24131.72,
   "scale.population_2100": 37873.961,
   "scale.median_age": 16.14,
   "scale.tfr": 4.789,
   "scale.dependency_ratio": 89.5,
   "scale.largest_city": null,
   "scale.largest_city_pop": null,
   "scale.largest_city_pop_2050": null,
   "scale.gdp_usd": 6.918,
   "scale.gdp_ppp": 14.386,
   "scale.gdp_per_capita": 478.15,
   "scale.urban_share": 25.69,
   "scale.informal_employment_share": 98.04,
   "scale.afrobarometer_lived_poverty": null,
   "balance_sheet.exports_top3": [
    "Gold, non-monetary (excluding gold ores and concentrates) (SITC 971): 42.9%",
    "Coffee and coffee substitutes (SITC 071): 23.5%",
    "Tea and mate (SITC 074): 9.9%"
   ],
   "balance_sheet.commodity_dependence": 93.7,
   "balance_sheet.remittances_inflow": 0.273,
   "balance_sheet.fdi_inflow": 0.035,
   "balance_sheet.oda": 0.622,
   "balance_sheet.external_debt_stock": 1.024,
   "balance_sheet.external_debt_by_creditor.multilateral": 0.399,
   "balance_sheet.external_debt_by_creditor.paris_club": 0.0,
   "balance_sheet.external_debt_by_creditor.china": 0.037,
   "balance_sheet.external_debt_by_creditor.other_bilateral": 0.202,
   "balance_sheet.external_debt_by_creditor.eurobond": null,
   "balance_sheet.external_debt_by_creditor.other_private": null,
   "balance_sheet.china_loan_commitments_cumulative": 0.128,
   "balance_sheet.debt_service_2026_2030": 0.398,
   "balance_sheet.restructuring_status": "none",
   "balance_sheet.collateralized_or_resource_backed": null,
   "balance_sheet.sovereign_ratings.sp": null,
   "balance_sheet.sovereign_ratings.moodys": null,
   "balance_sheet.sovereign_ratings.fitch": null,
   "balance_sheet.eurobond_outstanding": null,
   "trade_architecture.afcfta_status": "ratified",
   "trade_architecture.papss_member": false,
   "data_quality.last_census_year": 2024,
   "data_quality.last_gdp_rebase_year": null,
   "data_quality.last_lfs_year": 2020,
   "data_quality.spi_overall_score": 45.2,
   "data_quality.imf_dissemination_standard": "e-GDDS",
   "data_quality.wpp_estimate_basis": null,
   "data_quality.climate_vulnerability_tercile": "high",
   "data_quality.fragility_flag": "FCS: institutional and social fragility",
   "data_quality.confidence_flag": "low",
   "_sources": {
    "identity.period": "WPP2024",
    "identity.working_age_pop_growth": "WPP2024",
    "scale.population": "WPP2024",
    "scale.population_2050": "WPP2024",
    "scale.population_2100": "WPP2024",
    "scale.median_age": "WPP2024",
    "scale.tfr": "WPP2024",
    "scale.dependency_ratio": "WPP2024",
    "scale.gdp_usd": "WEO-2026-04@2025",
    "scale.gdp_per_capita": "WEO-2026-04@2025",
    "identity.gdp_growth_observed": "WEO-2026-04@2024",
    "scale.gdp_ppp": "WEO-2026-04@2025",
    "identity.gdp_growth_forecast_5y": "WEO-2026-04@2030",
    "balance_sheet.external_debt_by_creditor.other_bilateral": "IDS-2025",
    "balance_sheet.external_debt_stock": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.multilateral": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.paris_club": "IDS-2025@2024",
    "balance_sheet.external_debt_by_creditor.china": "IDS-2025@2024",
    "balance_sheet.debt_service_2026_2030": "IDS-2025@2026-2030",
    "data_quality.spi_overall_score": "SPI",
    "identity.employment_to_wa_growth": "ILO-2025-11@2024",
    "overlays.employment_female": "ILO-2025-11@2024",
    "overlays.employment_male": "ILO-2025-11@2024",
    "identity.output_per_worker_growth": "ILO-2025-11@2024",
    "identity.gdp_growth_implied": "derived",
    "overlays.wage_employment_share": "ILO-2025-11@2024",
    "overlays.wage_employment_source": "ILO-2025-11@2024",
    "overlays.nonag_employment_share": "ILO-2025-11@2024",
    "overlays.youth_neet": "ILO-2025-11@2020",
    "scale.informal_employment_share": "ILO-2025-11@2014",
    "balance_sheet.china_loan_commitments_cumulative": "CLA-2024",
    "balance_sheet.remittances_inflow": "WDI-FLOWS@2025",
    "balance_sheet.fdi_inflow": "WDI-FLOWS@2025",
    "balance_sheet.oda": "WDI-FLOWS@2023",
    "trade_architecture.afcfta_status": "AU-AFCFTA-REGISTER@22/05/2026",
    "trade_architecture.papss_member": "PAPSS-COVERAGE@June 2026",
    "scale.urban_share": "WDI@2025",
    "data_quality.fragility_flag": "WB-FCS-FY26",
    "data_quality.climate_vulnerability_tercile": "ND-GAIN-2026@2024",
    "balance_sheet.restructuring_status": "MANUAL@https://clubdeparis.org/en/sites/clubdeparis/accueil/pays-accords-signes/sommaire-pays-debiteurs.html",
    "balance_sheet.exports_top3": "UNCTAD-TRADEMATRIX@2025",
    "balance_sheet.commodity_dependence": "UNCTAD-TRADEMATRIX@2025",
    "data_quality.last_census_year": "MANUAL@https://www.insbu.bi/resultatRGPHAE2024",
    "data_quality.last_lfs_year": "MANUAL@https://files.aho.afro.who.int/afahobckpcontainer/production/files/RAPPORT_EICVMB_2019-2020_.pdf",
    "data_quality.imf_dissemination_standard": "MANUAL@https://www.imf.org/en/news/articles/2023/04/10/pr23114-burundi-burundi-implements-the-imf-enhanced-general-data-dissemination-system"
   }
  },
  {
   "iso3": "BEN",
   "name": "Benin",
   "header.capital": "Porto-Novo",
   "header.au_region": "West",
   "header.pole_chapters": [
    24
   ],
   "header.pole_types": [
    "demographic engine"
   ],
   "header.recs": [
    "ECOWAS",
    "CEN-SAD"
   ],
   "header.currency.code": "XOF",
   "header.currency.symbol": "CFA",
   "header.currency.regime": "CFA-WAEMU",
   "header.official_languages": [
    "fr"
   ],
   "header.card_note": null,
   "identity.period": "2014-2024",
   "identity.working_age_pop_growth": 3.098,
   "identity.employment_to_wa_growth": 0.45,
   "identity.output_per_worker_growth": 1.891,
   "identity.gdp_growth_implied": 5.439,
   "identity.gdp_growth_observed": 5.526,
   "identity.gdp_growth_forecast_5y": 6.556,
   "overlays.wage_employment_share": 19.77,
   "overlays.wage_employment_source": "ILO-modelled-employees",
   "overlays.nonag_employment_share": 58.95,
   "overlays.employment_female": 73.9,
   "overlays.employment_male": 76.15,
   "overlays.youth_neet": 14.24,
   "overlays.output_per_worker_within": null,
   "overlays.output_per_worker_between": null,
   "scale.population": 14462.724,
   "scale.population_2050": 24433.809,
   "scale.population_2100": 39587.568,
   "scale.median_age": 17.91,
   "scale.tfr": 4.48,
   "scale.dependency_ratio": 80.74,
   "scale.largest_city": "Cotonou",
   "scale.largest_city_pop": 2274.0,
   "scale.largest_city_pop_2050": 5746.8,
   "scale.gdp_usd": 24.382,
   "scale.gdp_ppp": 71.005,
   "scale.gdp_per_capita": 1633.921,
   "scale.urban_share": 53.36,
   "scale.informal_employment_share": 96.35,
   "scale.afrobarometer_lived_poverty": 1.73,
   "balance_sheet.exports_top3": [
    "Cotton (SITC 263): 36.3%",
    "Gold, non-monetary (excluding gold ores and concentrates) (SITC 971): 19.2%",
    "Oil seeds and oleaginous fruits (excluding flour) (SITC 222): 10.3%"
   ],
   "balance_sheet.commodity_dependence": 91.4,
   "balance_sheet.remittances_inflow": 0.339,
   "balance_sheet.fdi_inflow": 0.482,
   "balance_sheet.oda": 1.035,
   "balance_sheet.external_debt_stock": 14.163,
   "balance_sheet.external_debt_by_creditor.multilateral": 4.053,
   "balance_sheet.external_debt_by_creditor.paris_club": 2.15,
   "balance_sheet.external_debt_by_creditor.china": 0.366,
   "balance_sheet.external_debt_by_creditor.other_bilateral": 1.009,
   "balance_sheet.external_debt_by_creditor.eurobond": 2.222,
   "balance_sheet.external_debt_by_creditor.other_private": 3.859,
   "balance_sheet.china_loan_commitments_cumulative": 0.741,
   "balance_sheet.debt_service_2026_2030": 5.221,
   "balance_sheet.restructuring_status": "none",
   "balance_sheet.collateralized_or_resource_backed": null,
   "balance_sheet.sovereign_ratings.sp": null,
   "balance_sheet.sovereign_ratings.moodys": null,
   "balance_sheet.sovereign_ratings.fitch": null,
   "balance_sheet.eurobond_outstanding": null,
   "trade_architecture.afcfta_status": "signed",
   "trade_architecture.papss_member": false,
   "data_quality.last_census_year": 2013,
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   "scale.afrobarometer_lived_poverty": null,
   "balance_sheet.exports_top3": [
    "Gold, non-monetary (excluding gold ores and concentrates) (SITC 971): 11.3%",
    "Petroleum oils or bituminous minerals > 70 % oil (SITC 334): 6.5%",
    "Fruits and nuts (excluding oil nuts), fresh or dried (SITC 057): 5.3%"
   ],
   "balance_sheet.commodity_dependence": 50.6,
   "balance_sheet.remittances_inflow": 41.517,
   "balance_sheet.fdi_inflow": 15.453,
   "balance_sheet.oda": 0.48,
   "balance_sheet.external_debt_stock": 155.973,
   "balance_sheet.external_debt_by_creditor.multilateral": 30.753,
   "balance_sheet.external_debt_by_creditor.paris_club": 16.694,
   "balance_sheet.external_debt_by_creditor.china": 5.907,
   "balance_sheet.external_debt_by_creditor.other_bilateral": 29.566,
   "balance_sheet.external_debt_by_creditor.eurobond": 27.308,
   "balance_sheet.external_debt_by_creditor.other_private": 46.608,
   "balance_sheet.china_loan_commitments_cumulative": 7.71,
   "balance_sheet.debt_service_2026_2030": 65.847,
   "balance_sheet.restructuring_status": "none",
   "balance_sheet.collateralized_or_resource_backed": null,
   "balance_sheet.sovereign_ratings.sp": null,
   "balance_sheet.sovereign_ratings.moodys": null,
   "balance_sheet.sovereign_ratings.fitch": null,
   "balance_sheet.eurobond_outstanding": null,
   "trade_architecture.afcfta_status": "ratified",
   "trade_architecture.papss_member": false,
   "data_quality.last_census_year": 2017,
   "data_quality.last_gdp_rebase_year": null,
   "data_quality.last_lfs_year": 2023,
   "data_quality.spi_overall_score": 78.1,
   "data_quality.imf_dissemination_standard": "SDDS",
   "data_quality.wpp_estimate_basis": null,
   "data_quality.climate_vulnerability_tercile": "low",
   "data_quality.fragility_flag": "not on the FCS list",
   "data_quality.confidence_flag": "high",
   "_sources": {
    "identity.period": "WPP2024",
    "identity.working_age_pop_growth": "WPP2024",
    "scale.population": "WPP2024",
    "scale.population_2050": "WPP2024",
    "scale.population_2100": "WPP2024",
    "scale.median_age": "WPP2024",
    "scale.tfr": "WPP2024",
    "scale.dependency_ratio": "WPP2024",
    "scale.gdp_usd": "WEO-2026-04@2025",
    "scale.gdp_per_capita": "WEO-2026-04@2025",
    "identity.gdp_growth_observed": "WEO-2026-04@2024",
    "scale.gdp_ppp": "WEO-2026-04@2025",
    "identity.gdp_growth_forecast_5y": "WEO-2026-04@2030",
    "balance_sheet.external_debt_by_creditor.other_bilateral": "IDS-2025",
    "balance_sheet.external_debt_stock": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.multilateral": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.eurobond": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.other_private": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.paris_club": "IDS-2025@2024",
    "balance_sheet.external_debt_by_creditor.china": "IDS-2025@2024",
    "balance_sheet.debt_service_2026_2030": "IDS-2025@2026-2030",
    "data_quality.spi_overall_score": "SPI",
    "identity.employment_to_wa_growth": "ILO-2025-11@2024",
    "overlays.employment_female": "ILO-2025-11@2024",
    "overlays.employment_male": "ILO-2025-11@2024",
    "identity.output_per_worker_growth": "ILO-2025-11@2024",
    "identity.gdp_growth_implied": "derived",
    "overlays.wage_employment_share": "ILO-2025-11@2024",
    "overlays.wage_employment_source": "ILO-2025-11@2024",
    "overlays.nonag_employment_share": "ILO-2025-11@2024",
    "overlays.youth_neet": "ILO-2025-11@2024",
    "scale.informal_employment_share": "ILO-2025-11@2024",
    "overlays.output_per_worker_within": "GGDC-ETD@2018",
    "overlays.output_per_worker_between": "GGDC-ETD@2018",
    "balance_sheet.china_loan_commitments_cumulative": "CLA-2024",
    "balance_sheet.remittances_inflow": "WDI-FLOWS@2025",
    "balance_sheet.fdi_inflow": "WDI-FLOWS@2025",
    "balance_sheet.oda": "WDI-FLOWS@2023",
    "trade_architecture.afcfta_status": "AU-AFCFTA-REGISTER@22/05/2026",
    "trade_architecture.papss_member": "PAPSS-COVERAGE@June 2026",
    "scale.urban_share": "WDI@2025",
    "data_quality.fragility_flag": "WB-FCS-FY26",
    "data_quality.climate_vulnerability_tercile": "ND-GAIN-2026@2024",
    "balance_sheet.restructuring_status": "MANUAL@https://clubdeparis.org/en/sites/clubdeparis/accueil/pays-accords-signes/sommaire-pays-debiteurs.html",
    "balance_sheet.exports_top3": "UNCTAD-TRADEMATRIX@2025",
    "balance_sheet.commodity_dependence": "UNCTAD-TRADEMATRIX@2025",
    "data_quality.last_census_year": "MANUAL@http://www.erfdataportal.com/index.php/catalog/248",
    "data_quality.last_lfs_year": "MANUAL@https://erfdataportal.com/index.php/catalog/305",
    "data_quality.imf_dissemination_standard": "MANUAL@https://dsbb.imf.org/sdds/country/EGY/advance-release-calendar-base"
   }
  },
  {
   "iso3": "ERI",
   "name": "Eritrea",
   "header.capital": "Asmara",
   "header.au_region": "East",
   "header.pole_chapters": [],
   "header.pole_types": [],
   "header.recs": [
    "IGAD",
    "COMESA",
    "CEN-SAD"
   ],
   "header.currency.code": "ERN",
   "header.currency.symbol": "Nfk",
   "header.currency.regime": "fixed",
   "header.official_languages": [
    "ti",
    "ar",
    "en"
   ],
   "header.card_note": "Reports almost nothing to WDI; expect low confidence",
   "identity.period": "2014-2024",
   "identity.working_age_pop_growth": 1.983,
   "identity.employment_to_wa_growth": -0.119,
   "identity.output_per_worker_growth": -2.313,
   "identity.gdp_growth_implied": -0.449,
   "identity.gdp_growth_observed": null,
   "identity.gdp_growth_forecast_5y": null,
   "overlays.wage_employment_share": 47.43,
   "overlays.wage_employment_source": "ILO-modelled-employees",
   "overlays.nonag_employment_share": 44.01,
   "overlays.employment_female": 67.96,
   "overlays.employment_male": 79.71,
   "overlays.youth_neet": null,
   "overlays.output_per_worker_within": null,
   "overlays.output_per_worker_between": null,
   "scale.population": 3535.603,
   "scale.population_2050": 5696.062,
   "scale.population_2100": 8444.381,
   "scale.median_age": 18.92,
   "scale.tfr": 3.68,
   "scale.dependency_ratio": 73.43,
   "scale.largest_city": "Asmara",
   "scale.largest_city_pop": 542.7,
   "scale.largest_city_pop_2050": 958.5,
   "scale.gdp_usd": 2.065,
   "scale.gdp_ppp": null,
   "scale.gdp_per_capita": 688.682,
   "scale.urban_share": 34.54,
   "scale.informal_employment_share": null,
   "scale.afrobarometer_lived_poverty": null,
   "balance_sheet.exports_top3": [
    "Ores and concentrates of base metals, n.e.s. (SITC 287): 22.1%",
    "Vegetables (SITC 054): 20.0%",
    "Copper ores and concentrates; copper mattes, cemen (SITC 283): 14.3%"
   ],
   "balance_sheet.commodity_dependence": 92.1,
   "balance_sheet.remittances_inflow": null,
   "balance_sheet.fdi_inflow": 0.082,
   "balance_sheet.oda": 0.129,
   "balance_sheet.external_debt_stock": 0.667,
   "balance_sheet.external_debt_by_creditor.multilateral": 0.517,
   "balance_sheet.external_debt_by_creditor.paris_club": 0.051,
   "balance_sheet.external_debt_by_creditor.china": 0.003,
   "balance_sheet.external_debt_by_creditor.other_bilateral": 0.064,
   "balance_sheet.external_debt_by_creditor.eurobond": null,
   "balance_sheet.external_debt_by_creditor.other_private": null,
   "balance_sheet.china_loan_commitments_cumulative": 0.71,
   "balance_sheet.debt_service_2026_2030": 0.158,
   "balance_sheet.restructuring_status": "none",
   "balance_sheet.collateralized_or_resource_backed": null,
   "balance_sheet.sovereign_ratings.sp": null,
   "balance_sheet.sovereign_ratings.moodys": null,
   "balance_sheet.sovereign_ratings.fitch": null,
   "balance_sheet.eurobond_outstanding": null,
   "trade_architecture.afcfta_status": null,
   "trade_architecture.papss_member": false,
   "data_quality.last_census_year": null,
   "data_quality.last_gdp_rebase_year": null,
   "data_quality.last_lfs_year": 2015,
   "data_quality.spi_overall_score": null,
   "data_quality.imf_dissemination_standard": "none",
   "data_quality.wpp_estimate_basis": null,
   "data_quality.climate_vulnerability_tercile": "high",
   "data_quality.fragility_flag": "FCS: institutional and social fragility",
   "data_quality.confidence_flag": null,
   "_sources": {
    "identity.period": "WPP2024",
    "identity.working_age_pop_growth": "WPP2024",
    "scale.population": "WPP2024",
    "scale.population_2050": "WPP2024",
    "scale.population_2100": "WPP2024",
    "scale.median_age": "WPP2024",
    "scale.tfr": "WPP2024",
    "scale.dependency_ratio": "WPP2024",
    "scale.gdp_usd": "WDI@2011",
    "scale.gdp_per_capita": "WDI@2011",
    "balance_sheet.external_debt_by_creditor.other_bilateral": "IDS-2025",
    "balance_sheet.external_debt_stock": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.multilateral": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.paris_club": "IDS-2025@2024",
    "balance_sheet.external_debt_by_creditor.china": "IDS-2025@2024",
    "balance_sheet.debt_service_2026_2030": "IDS-2025@2026-2030",
    "identity.employment_to_wa_growth": "ILO-2025-11@2024",
    "overlays.employment_female": "ILO-2025-11@2024",
    "overlays.employment_male": "ILO-2025-11@2024",
    "identity.output_per_worker_growth": "ILO-2025-11@2024",
    "identity.gdp_growth_implied": "derived",
    "overlays.wage_employment_share": "ILO-2025-11@2024",
    "overlays.wage_employment_source": "ILO-2025-11@2024",
    "overlays.nonag_employment_share": "ILO-2025-11@2024",
    "balance_sheet.china_loan_commitments_cumulative": "CLA-2024",
    "scale.largest_city": "AFRICAPOLIS2025@2025",
    "scale.largest_city_pop": "AFRICAPOLIS2025@2025",
    "scale.largest_city_pop_2050": "AFRICAPOLIS2025@2050",
    "balance_sheet.fdi_inflow": "WDI-FLOWS@2025",
    "balance_sheet.oda": "WDI-FLOWS@2023",
    "trade_architecture.papss_member": "PAPSS-COVERAGE@June 2026",
    "scale.urban_share": "WDI@2025",
    "data_quality.fragility_flag": "WB-FCS-FY26",
    "data_quality.climate_vulnerability_tercile": "ND-GAIN-2026@2024",
    "balance_sheet.restructuring_status": "MANUAL@https://clubdeparis.org/en/sites/clubdeparis/accueil/pays-accords-signes/sommaire-pays-debiteurs.html",
    "balance_sheet.exports_top3": "UNCTAD-TRADEMATRIX@2025",
    "balance_sheet.commodity_dependence": "UNCTAD-TRADEMATRIX@2025",
    "data_quality.last_lfs_year": "MANUAL@https://shabait.com/2018/11/03/eritreas-labor-force-survey-understanding-jobs-gaps-productivity-and-more/",
    "data_quality.imf_dissemination_standard": "MANUAL@absent from https://dsbb.imf.org/sdds/subscription-date and from https://dsbb.imf.org/e-gdds/important-dates-history, read 2026-09-08"
   }
  },
  {
   "iso3": "ETH",
   "name": "Ethiopia",
   "header.capital": "Addis Ababa",
   "header.au_region": "East",
   "header.pole_chapters": [
    29
   ],
   "header.pole_types": [
    "productivity platform"
   ],
   "header.recs": [
    "IGAD",
    "COMESA"
   ],
   "header.currency.code": "ETB",
   "header.currency.symbol": "Br",
   "header.currency.regime": "managed",
   "header.official_languages": [
    "am",
    "om",
    "so",
    "ti",
    "aa"
   ],
   "header.card_note": "Census repeatedly postponed since 2007",
   "identity.period": "2014-2024",
   "identity.working_age_pop_growth": 3.455,
   "identity.employment_to_wa_growth": -1.581,
   "identity.output_per_worker_growth": 5.911,
   "identity.gdp_growth_implied": 7.785,
   "identity.gdp_growth_observed": 7.916,
   "identity.gdp_growth_forecast_5y": 8.361,
   "overlays.wage_employment_share": 15.37,
   "overlays.wage_employment_source": "ILO-modelled-employees",
   "overlays.nonag_employment_share": 38.99,
   "overlays.employment_female": 55.68,
   "overlays.employment_male": 76.85,
   "overlays.youth_neet": 17.53,
   "overlays.output_per_worker_within": 4.211,
   "overlays.output_per_worker_between": 1.666,
   "scale.population": 132059.767,
   "scale.population_2050": 225021.875,
   "scale.population_2100": 367289.596,
   "scale.median_age": 18.93,
   "scale.tfr": 3.909,
   "scale.dependency_ratio": 73.28,
   "scale.largest_city": "Addis Ababa",
   "scale.largest_city_pop": 4889.6,
   "scale.largest_city_pop_2050": 8390.5,
   "scale.gdp_usd": 109.109,
   "scale.gdp_ppp": 497.54,
   "scale.gdp_per_capita": 986.516,
   "scale.urban_share": 24.11,
   "scale.informal_employment_share": 77.65,
   "scale.afrobarometer_lived_poverty": 1.41,
   "balance_sheet.exports_top3": [
    "Coffee and coffee substitutes (SITC 071): 43.9%",
    "Vegetables (SITC 054): 11.2%",
    "Crude vegetable materials, n.e.s. (SITC 292): 7.6%"
   ],
   "balance_sheet.commodity_dependence": 83.5,
   "balance_sheet.remittances_inflow": 7.138,
   "balance_sheet.fdi_inflow": 3.796,
   "balance_sheet.oda": 5.402,
   "balance_sheet.external_debt_stock": 36.548,
   "balance_sheet.external_debt_by_creditor.multilateral": 15.735,
   "balance_sheet.external_debt_by_creditor.paris_club": 4.62,
   "balance_sheet.external_debt_by_creditor.china": 7.441,
   "balance_sheet.external_debt_by_creditor.other_bilateral": 12.526,
   "balance_sheet.external_debt_by_creditor.eurobond": 1.0,
   "balance_sheet.external_debt_by_creditor.other_private": 5.69,
   "balance_sheet.china_loan_commitments_cumulative": 13.955,
   "balance_sheet.debt_service_2026_2030": 13.073,
   "balance_sheet.restructuring_status": "common-framework",
   "balance_sheet.collateralized_or_resource_backed": null,
   "balance_sheet.sovereign_ratings.sp": null,
   "balance_sheet.sovereign_ratings.moodys": null,
   "balance_sheet.sovereign_ratings.fitch": null,
   "balance_sheet.eurobond_outstanding": null,
   "trade_architecture.afcfta_status": "ratified",
   "trade_architecture.papss_member": false,
   "data_quality.last_census_year": 2007,
   "data_quality.last_gdp_rebase_year": null,
   "data_quality.last_lfs_year": 2021,
   "data_quality.spi_overall_score": 61.7,
   "data_quality.imf_dissemination_standard": "e-GDDS",
   "data_quality.wpp_estimate_basis": null,
   "data_quality.climate_vulnerability_tercile": "medium",
   "data_quality.fragility_flag": "FCS: conflict",
   "data_quality.confidence_flag": "low",
   "_sources": {
    "identity.period": "WPP2024",
    "identity.working_age_pop_growth": "WPP2024",
    "scale.population": "WPP2024",
    "scale.population_2050": "WPP2024",
    "scale.population_2100": "WPP2024",
    "scale.median_age": "WPP2024",
    "scale.tfr": "WPP2024",
    "scale.dependency_ratio": "WPP2024",
    "scale.gdp_usd": "WEO-2026-04@2025",
    "scale.gdp_per_capita": "WEO-2026-04@2025",
    "identity.gdp_growth_observed": "WEO-2026-04@2024",
    "scale.gdp_ppp": "WEO-2026-04@2025",
    "identity.gdp_growth_forecast_5y": "WEO-2026-04@2030",
    "balance_sheet.external_debt_by_creditor.other_bilateral": "IDS-2025",
    "balance_sheet.external_debt_stock": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.multilateral": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.eurobond": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.other_private": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.paris_club": "IDS-2025@2024",
    "balance_sheet.external_debt_by_creditor.china": "IDS-2025@2024",
    "balance_sheet.debt_service_2026_2030": "IDS-2025@2026-2030",
    "data_quality.spi_overall_score": "SPI",
    "identity.employment_to_wa_growth": "ILO-2025-11@2024",
    "overlays.employment_female": "ILO-2025-11@2024",
    "overlays.employment_male": "ILO-2025-11@2024",
    "identity.output_per_worker_growth": "ILO-2025-11@2024",
    "identity.gdp_growth_implied": "derived",
    "overlays.wage_employment_share": "ILO-2025-11@2024",
    "overlays.wage_employment_source": "ILO-2025-11@2024",
    "overlays.nonag_employment_share": "ILO-2025-11@2024",
    "overlays.youth_neet": "ILO-2025-11@2021",
    "scale.informal_employment_share": "ILO-2025-11@2021",
    "overlays.output_per_worker_within": "GGDC-ETD@2018",
    "overlays.output_per_worker_between": "GGDC-ETD@2018",
    "balance_sheet.china_loan_commitments_cumulative": "CLA-2024",
    "scale.largest_city": "AFRICAPOLIS2025@2025",
    "scale.largest_city_pop": "AFRICAPOLIS2025@2025",
    "scale.largest_city_pop_2050": "AFRICAPOLIS2025@2050",
    "balance_sheet.remittances_inflow": "WDI-FLOWS@2024",
    "balance_sheet.fdi_inflow": "WDI-FLOWS@2025",
    "balance_sheet.oda": "WDI-FLOWS@2023",
    "trade_architecture.afcfta_status": "AU-AFCFTA-REGISTER@22/05/2026",
    "trade_architecture.papss_member": "PAPSS-COVERAGE@June 2026",
    "scale.urban_share": "WDI@2025",
    "data_quality.fragility_flag": "WB-FCS-FY26",
    "data_quality.climate_vulnerability_tercile": "ND-GAIN-2026@2024",
    "scale.afrobarometer_lived_poverty": "AFROBAROMETER-R9@2023",
    "balance_sheet.restructuring_status": "MANUAL@https://www.worldbank.org/en/programs/debt-toolkit/ids",
    "balance_sheet.exports_top3": "UNCTAD-TRADEMATRIX@2025",
    "balance_sheet.commodity_dependence": "UNCTAD-TRADEMATRIX@2025",
    "data_quality.last_census_year": "MANUAL@https://ess.gov.et/wp-content/uploads/2026/06/national-population-and-housing-census-report-2007.pdf",
    "data_quality.last_lfs_year": "MANUAL@https://ess.gov.et/download/statistical-report-on-the-2021-labour-force-and-migration-survey/",
    "data_quality.imf_dissemination_standard": "MANUAL@https://imf.org/en/News/Articles/2019/08/02/pr19310-ethiopia-the-federal-democratic-republic-of-ethiopia-implements-the-imfs-egdds"
   }
  },
  {
   "iso3": "GAB",
   "name": "Gabon",
   "header.capital": "Libreville",
   "header.au_region": "Central",
   "header.pole_chapters": [],
   "header.pole_types": [],
   "header.recs": [
    "ECCAS"
   ],
   "header.currency.code": "XAF",
   "header.currency.symbol": "CFA",
   "header.currency.regime": "CFA-CEMAC",
   "header.official_languages": [
    "fr"
   ],
   "header.card_note": null,
   "identity.period": "2014-2024",
   "identity.working_age_pop_growth": 2.549,
   "identity.employment_to_wa_growth": 0.198,
   "identity.output_per_worker_growth": -0.778,
   "identity.gdp_growth_implied": 1.969,
   "identity.gdp_growth_observed": 1.956,
   "identity.gdp_growth_forecast_5y": 2.803,
   "overlays.wage_employment_share": 67.55,
   "overlays.wage_employment_source": "ILO-modelled-employees",
   "overlays.nonag_employment_share": 70.92,
   "overlays.employment_female": 29.83,
   "overlays.employment_male": 51.73,
   "overlays.youth_neet": 20.21,
   "overlays.output_per_worker_within": null,
   "overlays.output_per_worker_between": null,
   "scale.population": 2538.952,
   "scale.population_2050": 4084.533,
   "scale.population_2100": 6903.323,
   "scale.median_age": 21.52,
   "scale.tfr": 3.592,
   "scale.dependency_ratio": 68.25,
   "scale.largest_city": "Libreville",
   "scale.largest_city_pop": 1114.6,
   "scale.largest_city_pop_2050": 1678.0,
   "scale.gdp_usd": 21.624,
   "scale.gdp_ppp": 57.657,
   "scale.gdp_per_capita": 9376.425,
   "scale.urban_share": 92.09,
   "scale.informal_employment_share": 86.05,
   "scale.afrobarometer_lived_poverty": 1.79,
   "balance_sheet.exports_top3": [
    "Petroleum oils, oils from bitumin. materials, crude (SITC 333): 53.0%",
    "Ores and concentrates of base metals, n.e.s. (SITC 287): 19.8%",
    "Wood simply worked, and railway sleepers of wood (SITC 248): 7.4%"
   ],
   "balance_sheet.commodity_dependence": 85.2,
   "balance_sheet.remittances_inflow": 0.018,
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   "balance_sheet.oda": 0.053,
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    "EAC",
    "CEN-SAD"
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    "ar"
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   "scale.largest_city_pop_2050": 2819.1,
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   "scale.afrobarometer_lived_poverty": null,
   "balance_sheet.exports_top3": [
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    "Live animals other than animals of division 03 (SITC 001): 23.0%",
    "Oil seeds and oleaginous fruits (excluding flour) (SITC 222): 11.3%"
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   "balance_sheet.external_debt_by_creditor.multilateral": 0.227,
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   "balance_sheet.external_debt_by_creditor.eurobond": null,
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   "balance_sheet.collateralized_or_resource_backed": null,
   "balance_sheet.sovereign_ratings.sp": null,
   "balance_sheet.sovereign_ratings.moodys": null,
   "balance_sheet.sovereign_ratings.fitch": null,
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   "trade_architecture.afcfta_status": "signed",
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   "data_quality.last_census_year": 1975,
   "data_quality.last_gdp_rebase_year": null,
   "data_quality.last_lfs_year": 2019,
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   "data_quality.imf_dissemination_standard": "e-GDDS",
   "data_quality.wpp_estimate_basis": null,
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    "scale.median_age": "WPP2024",
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    "scale.dependency_ratio": "WPP2024",
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    "scale.largest_city_pop": "AFRICAPOLIS2025@2025",
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   "name": "South Sudan",
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    "IGAD"
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   "scale.population": 11943.408,
   "scale.population_2050": 18341.974,
   "scale.population_2100": 23840.772,
   "scale.median_age": 18.32,
   "scale.tfr": 3.785,
   "scale.dependency_ratio": 72.14,
   "scale.largest_city": null,
   "scale.largest_city_pop": null,
   "scale.largest_city_pop_2050": null,
   "scale.gdp_usd": 5.733,
   "scale.gdp_ppp": 17.883,
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   "scale.afrobarometer_lived_poverty": null,
   "balance_sheet.exports_top3": [
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    "Feeding stuff for animals (no unmilled cereals) (SITC 081): 4.9%",
    "Gold, non-monetary (excluding gold ores and concentrates) (SITC 971): 4.9%"
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   "balance_sheet.commodity_dependence": 98.8,
   "balance_sheet.remittances_inflow": 1.175,
   "balance_sheet.fdi_inflow": 0.073,
   "balance_sheet.oda": 1.792,
   "balance_sheet.external_debt_stock": null,
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   "balance_sheet.external_debt_by_creditor.paris_club": null,
   "balance_sheet.external_debt_by_creditor.china": null,
   "balance_sheet.external_debt_by_creditor.other_bilateral": null,
   "balance_sheet.external_debt_by_creditor.eurobond": null,
   "balance_sheet.external_debt_by_creditor.other_private": null,
   "balance_sheet.china_loan_commitments_cumulative": 0.399,
   "balance_sheet.debt_service_2026_2030": null,
   "balance_sheet.restructuring_status": "none",
   "balance_sheet.collateralized_or_resource_backed": "3 resource-backed loans recorded, 2015-2016, all oil-backed",
   "balance_sheet.sovereign_ratings.sp": null,
   "balance_sheet.sovereign_ratings.moodys": null,
   "balance_sheet.sovereign_ratings.fitch": null,
   "balance_sheet.eurobond_outstanding": null,
   "trade_architecture.afcfta_status": "signed",
   "trade_architecture.papss_member": false,
   "data_quality.last_census_year": 2008,
   "data_quality.last_gdp_rebase_year": null,
   "data_quality.last_lfs_year": null,
   "data_quality.spi_overall_score": 27.1,
   "data_quality.imf_dissemination_standard": "none",
   "data_quality.wpp_estimate_basis": null,
   "data_quality.climate_vulnerability_tercile": null,
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   "iso3": "STP",
   "name": "São Tomé and Príncipe",
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   "header.pole_chapters": [],
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   "header.currency.code": "STN",
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   "header.card_note": null,
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   "identity.employment_to_wa_growth": 0.013,
   "identity.output_per_worker_growth": -0.196,
   "identity.gdp_growth_implied": 2.331,
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   "overlays.wage_employment_share": 55.91,
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   "scale.population_2050": 365.115,
   "scale.population_2100": 534.014,
   "scale.median_age": 19.25,
   "scale.tfr": 3.596,
   "scale.dependency_ratio": 71.61,
   "scale.largest_city": "Sao Tome",
   "scale.largest_city_pop": 130.8,
   "scale.largest_city_pop_2050": 158.7,
   "scale.gdp_usd": 0.981,
   "scale.gdp_ppp": 1.546,
   "scale.gdp_per_capita": 4085.176,
   "scale.urban_share": 69.17,
   "scale.informal_employment_share": null,
   "scale.afrobarometer_lived_poverty": 1.36,
   "balance_sheet.exports_top3": [
    "Cocoa (SITC 072): 45.0%",
    "Fixed vegetable fats & oils, crude, refined, fract. (SITC 422): 26.3%",
    "Engines & motors, non-electric; parts, n.e.s. (SITC 714): 8.2%"
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   "balance_sheet.commodity_dependence": 73.5,
   "balance_sheet.remittances_inflow": 0.036,
   "balance_sheet.fdi_inflow": 0.103,
   "balance_sheet.oda": 0.087,
   "balance_sheet.external_debt_stock": 0.326,
   "balance_sheet.external_debt_by_creditor.multilateral": 0.074,
   "balance_sheet.external_debt_by_creditor.paris_club": 0.035,
   "balance_sheet.external_debt_by_creditor.china": null,
   "balance_sheet.external_debt_by_creditor.other_bilateral": 0.171,
   "balance_sheet.external_debt_by_creditor.eurobond": null,
   "balance_sheet.external_debt_by_creditor.other_private": 0.01,
   "balance_sheet.china_loan_commitments_cumulative": null,
   "balance_sheet.debt_service_2026_2030": 0.099,
   "balance_sheet.restructuring_status": "none",
   "balance_sheet.collateralized_or_resource_backed": "1 resource-backed loan recorded, 2010, oil-backed",
   "balance_sheet.sovereign_ratings.sp": null,
   "balance_sheet.sovereign_ratings.moodys": null,
   "balance_sheet.sovereign_ratings.fitch": null,
   "balance_sheet.eurobond_outstanding": null,
   "trade_architecture.afcfta_status": "ratified",
   "trade_architecture.papss_member": false,
   "data_quality.last_census_year": 2024,
   "data_quality.last_gdp_rebase_year": null,
   "data_quality.last_lfs_year": 2017,
   "data_quality.spi_overall_score": 53.0,
   "data_quality.imf_dissemination_standard": "e-GDDS",
   "data_quality.wpp_estimate_basis": null,
   "data_quality.climate_vulnerability_tercile": "medium",
   "data_quality.fragility_flag": "FCS: institutional and social fragility",
   "data_quality.confidence_flag": "low",
   "_sources": {
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    "identity.working_age_pop_growth": "WPP2024",
    "scale.population": "WPP2024",
    "scale.population_2050": "WPP2024",
    "scale.population_2100": "WPP2024",
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    "scale.dependency_ratio": "WPP2024",
    "scale.gdp_usd": "WEO-2026-04@2025",
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    "identity.gdp_growth_observed": "WEO-2026-04@2024",
    "scale.gdp_ppp": "WEO-2026-04@2025",
    "identity.gdp_growth_forecast_5y": "WEO-2026-04@2030",
    "balance_sheet.external_debt_by_creditor.other_bilateral": "IDS-2025",
    "balance_sheet.external_debt_stock": "IDS-2025",
    "balance_sheet.external_debt_by_creditor.multilateral": "IDS-2025",
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    "balance_sheet.external_debt_by_creditor.paris_club": "IDS-2025@2024",
    "balance_sheet.debt_service_2026_2030": "IDS-2025@2026-2030",
    "data_quality.spi_overall_score": "SPI",
    "identity.employment_to_wa_growth": "ILO-2025-11@2024",
    "overlays.employment_female": "ILO-2025-11@2024",
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    "identity.output_per_worker_growth": "ILO-2025-11@2024",
    "identity.gdp_growth_implied": "derived",
    "overlays.wage_employment_share": "ILO-2025-11@2024",
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    "overlays.nonag_employment_share": "ILO-2025-11@2024",
    "overlays.youth_neet": "ILO-2025-11@2017",
    "scale.largest_city": "AFRICAPOLIS2025@2025",
    "scale.largest_city_pop": "AFRICAPOLIS2025@2025",
    "scale.largest_city_pop_2050": "AFRICAPOLIS2025@2050",
    "balance_sheet.remittances_inflow": "WDI-FLOWS@2025",
    "balance_sheet.fdi_inflow": "WDI-FLOWS@2025",
    "balance_sheet.oda": "WDI-FLOWS@2023",
    "trade_architecture.afcfta_status": "AU-AFCFTA-REGISTER@22/05/2026",
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    "scale.urban_share": "WDI@2025",
    "data_quality.fragility_flag": "WB-FCS-FY26",
    "data_quality.climate_vulnerability_tercile": "ND-GAIN-2026@2024",
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 ]
}
