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Global economic data, empirical models, and macro theory
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© 2026 Mark Jayson Martinez Farol

Browse all concepts

Labor market · Canonical indicator

Nonfarm employment

labor.employment.nonfarm

Total nonfarm payroll employment by industry. Rows tagged fresh are chart-ready right now. The others remain in the catalog but have not been hydrated for live observation reads.

Employment to population ratio, 15+, female (%) (modeled ILO estimate) - Afghanistan in Afghanistan was 3.82 on January 1, 2025. Charted from annual observations in modeled ilo estimate.

Chart-ready rows104,382
HydrationHydration backlog hidden
Top providersFRED (72,223), BLS (27,695), EUROSTAT (2,326)

By provider

FRED72,223 chart-readyBLS27,695 chart-readyEUROSTAT2,326 chart-readyWorld Bank1,528 chart-readySTATCAN_DEPTH350 chart-readySSB233 chart-readyOECD15 chart-readyCBS12 chart-ready

By country

Global51,176United States48,718Canada370Norway233Spain89Austria89Portugal87Netherlands84Germany79Czech Republic78Hungary77

Series

Showing 1-50 of 104,382

50 chart-ready rows per page. Hydration-backlog and unavailable rows are hidden unless you open audit mode.

Live chart loads from cacheHydration pending scheduled hydration is pendingShow full catalog audit

Afghanistan

  • Employment to population ratio, 15+, female (%) (modeled ILO estimate) - AfghanistanWorld Bank· annual
Finland
77
Italy77
Belgium77
France77
Denmark76
Croatia76
Slovenia75
Ireland75
Slovakia75
Cyprus75
Luxembourg74
Lithuania74
Sweden73
Latvia73
Bulgaria73
Poland72
Romania72
Greece72
Estonia71
Malta70
EU27_202066
Switzerland60
Norway60
Cote d'Ivoire58
United Kingdom55
Iceland54
North Macedonia51
Serbia49
Turkey49
· modeled ILO estimate
Live
  • Employment to population ratio, 15+, male (%) (modeled ILO estimate) - AfghanistanWorld Bank· annual· modeled ILO estimateLive

    • Albania

    • Export to import ratio - AlbaniaEUROSTAT· annualLive
    • Trading partner exposure (FIGARO application) - Albania (annual)EUROSTAT· annualLive
    • Employment to population ratio, 15+, female (%) (modeled ILO estimate) - AlbaniaWorld Bank· annual· modeled ILO estimateLive
    • Employment to population ratio, 15+, male (%) (modeled ILO estimate) - AlbaniaWorld Bank· annual· modeled ILO estimateLive
    • Labor force with advanced education, female (% of female working-age population with advanced education) - AlbaniaWorld Bank· annual· % of female working-age population with advanced educationLive
    • Labor force with basic education, male (% of male working-age population with basic education) - AlbaniaWorld Bank· annual· % of male working-age population with basic educationLive
    • Labor force with intermediate education (% of total working-age population with intermediate education) - AlbaniaWorld Bank· annual· % of total working-age population with intermediate educationLive
    • Labor force with intermediate education, male (% of male working-age population with intermediate education) - AlbaniaWorld Bank· annual· % of male working-age population with intermediate educationLive

    Algeria

    • Employment to population ratio, 15+, female (%) (modeled ILO estimate) - AlgeriaWorld Bank· annual· modeled ILO estimateLive
    • Employment to population ratio, 15+, male (%) (modeled ILO estimate) - AlgeriaWorld Bank· annual· modeled ILO estimateLive

    Angola

    • Employment to population ratio, 15+, female (%) (modeled ILO estimate) - AngolaWorld Bank· annual· modeled ILO estimateLive
    • Employment to population ratio, 15+, male (%) (modeled ILO estimate) - AngolaWorld Bank· annual· modeled ILO estimateLive
    • Labor force with advanced education, female (% of female working-age population with advanced education) - AngolaWorld Bank· annual· % of female working-age population with advanced educationLive
    • Labor force with basic education, male (% of male working-age population with basic education) - AngolaWorld Bank· annual· % of male working-age population with basic educationLive
    • Labor force with intermediate education (% of total working-age population with intermediate education) - AngolaWorld Bank· annual· % of total working-age population with intermediate educationLive
    • Labor force with intermediate education, male (% of male working-age population with intermediate education) - AngolaWorld Bank· annual· % of male working-age population with intermediate educationLive

    Argentina

    • Employment to population ratio, 15+, female (%) (modeled ILO estimate) - ArgentinaWorld Bank· annual· modeled ILO estimateLive
    • Employment to population ratio, 15+, male (%) (modeled ILO estimate) - ArgentinaWorld Bank· annual· modeled ILO estimateLive
    • Labor force with advanced education, female (% of female working-age population with advanced education) - ArgentinaWorld Bank· annual· % of female working-age population with advanced educationLive
    • Labor force with basic education, male (% of male working-age population with basic education) - ArgentinaWorld Bank· annual· % of male working-age population with basic educationLive
    • Labor force with intermediate education (% of total working-age population with intermediate education) - ArgentinaWorld Bank· annual· % of total working-age population with intermediate educationLive
    • Labor force with intermediate education, male (% of male working-age population with intermediate education) - ArgentinaWorld Bank· annual· % of male working-age population with intermediate educationLive

    Armenia

    • Employment to population ratio, 15+, female (%) (modeled ILO estimate) - ArmeniaWorld Bank· annual· modeled ILO estimateLive
    • Employment to population ratio, 15+, male (%) (modeled ILO estimate) - ArmeniaWorld Bank· annual· modeled ILO estimateLive
    • Labor force with advanced education (% of total working-age population with advanced education) - ArmeniaWorld Bank· annual· % of total working-age population with advanced educationLive
    • Labor force with advanced education, female (% of female working-age population with advanced education) - ArmeniaWorld Bank· annual· % of female working-age population with advanced educationLive
    • Labor force with basic education (% of total working-age population with basic education) - ArmeniaWorld Bank· annual· % of total working-age population with basic educationLive
    • Labor force with basic education, female (% of female working-age population with basic education) - ArmeniaWorld Bank· annual· % of female working-age population with basic educationLive
    • Labor force with basic education, male (% of male working-age population with basic education) - ArmeniaWorld Bank· annual· % of male working-age population with basic educationLive
    • Labor force with intermediate education (% of total working-age population with intermediate education) - ArmeniaWorld Bank· annual· % of total working-age population with intermediate educationLive
    • Labor force with intermediate education, female (% of female working-age population with intermediate education) - ArmeniaWorld Bank· annual· % of female working-age population with intermediate educationLive
    • Labor force with intermediate education, male (% of male working-age population with intermediate education) - ArmeniaWorld Bank· annual· % of male working-age population with intermediate educationLive

    Australia

    • Employment to population ratio, 15+, female (%) (modeled ILO estimate) - AustraliaWorld Bank· annual· modeled ILO estimateLive
    • Employment to population ratio, 15+, male (%) (modeled ILO estimate) - AustraliaWorld Bank· annual· modeled ILO estimateLive
    • Labor force with advanced education, female (% of female working-age population with advanced education) - AustraliaWorld Bank· annual· % of female working-age population with advanced educationLive
    • Labor force with basic education, male (% of male working-age population with basic education) - AustraliaWorld Bank· annual· % of male working-age population with basic educationLive
    • Labor force with intermediate education (% of total working-age population with intermediate education) - AustraliaWorld Bank· annual· % of total working-age population with intermediate educationLive
    • Labor force with intermediate education, female (% of female working-age population with intermediate education) - AustraliaWorld Bank· annual· % of female working-age population with intermediate educationLive
    • Labor force with intermediate education, male (% of male working-age population with intermediate education) - AustraliaWorld Bank· annual· % of male working-age population with intermediate educationLive

    Austria

    • Absences from work by main reason - quarterly data (2006–2020) - Austria (quarterly)EUROSTAT· quarterlyLive
    • Business enterprise R&D personnel in high-tech sectors by NACE Rev. 2 - Austria (annual)EUROSTAT· annual· physical_quantityLive
    • Domestic employment in exports - EU country perspective (FIGARO application) - Austria (annual)EUROSTAT· annual· jobsLive
    • Domestic employment in foreign final use (FIGARO application) - Austria (annual)EUROSTAT· annual· jobsLive
    • Domestic value added in exports - EU country perspective (FIGARO application) - Austria (annual)EUROSTAT· annualLive
    • Domestic value added in foreign final use (FIGARO application) - Austria (annual)EUROSTAT· annualLive
    • Duration of working life - Austria (annual)EUROSTAT· annualLive
    • Employed persons by citizenship - Austria (annual)EUROSTAT· annual· personsLive
    • Employed persons by detailed economic activity (NACE Rev. 1.1 two-digit level) (1992-2008) - Austria (annual)EUROSTAT· annual· personsLive
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