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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.

Catalog rows266,506
Hydration123,982 fresh of 266,506 (47%)
Top providersILO (95,288), FRED (90,631), BLS (28,211)

By provider

ILO95,288 catalog · 0 freshFRED90,631 catalog · 90,627 freshBLS28,211 catalog · 28,208 freshSSB18,222 catalog · 480 freshEUROSTAT12,801 catalog · 2,405 freshCensus7,111 catalog · 0 freshWorld Bank3,651 catalog · 1,768 freshOECD3,218 catalog · 41 freshCBS1,426 catalog · 16 freshABS1,305 catalog · 0 freshSTATCAN_DEPTH

By country

United States56,801/64,895Global62,011/62,025Norway480/18,234Canada458/1,938Australia11/1,903Spain89/1,749Indonesia10/1,475Netherlands90/1,238Germany79/1,087China10/1,041NLD0/1,037

Series

Showing 1-50 of 266,506

50 rows per page, ordered live-first, pending, then catalog. Click any row to open the discovery detail page, which loads observations on demand.

Live chart loads from cacheHydration pending scheduled hydration is pendingHydration backlog not chart-ready yetShow chart-ready only

Afghanistan

1,200 catalog · 437 fresh
INE_ES900 catalog · 0 fresh
BPS492 catalog · 0 fresh
BPS_DEPTH385 catalog · 0 fresh
INEGI330 catalog · 0 fresh
DESTATIS238 catalog · 0 fresh
UNCTAD172 catalog · 0 fresh
NBS_CN_DEPTH160 catalog · 0 fresh
CENSUS_GEO_DEPTH154 catalog · 0 fresh
STATCAN140 catalog · 0 fresh
Mexico
7/928
Portugal89/857
Denmark77/849
Czech Republic79/849
Slovenia76/849
Estonia75/849
Poland74/849
Hungary78/849
Finland77/849
Ireland78/849
Bosnia & Herzegovina42/849
Albania14/849
Montenegro50/849
Sweden76/849
Switzerland61/849
Luxembourg77/849
Latvia75/849
Romania76/849
Moldova18/849
Italy79/849
North Macedonia56/849
Japan19/849
Austria90/849
Georgia19/849
Malta72/849
Slovakia75/849
Lithuania77/849
Cyprus78/849
Serbia53/849
Employment to population ratio, 15+, female (%) (modeled ILO estimate) - AfghanistanWorld Bank· annual· modeled ILO estimateLive
  • Employment to population ratio, 15+, male (%) (modeled ILO estimate) - AfghanistanWorld Bank· annual· modeled ILO estimateLive
  • Labor force with advanced education, female (% of female working-age population with advanced education) - AfghanistanWorld Bank· annual· % of female working-age population with advanced educationHydration backlog
  • Labor force with basic education, male (% of male working-age population with basic education) - AfghanistanWorld Bank· annual· % of male working-age population with basic educationHydration backlog
  • Labor force with intermediate education (% of total working-age population with intermediate education) - AfghanistanWorld Bank· annual· % of total working-age population with intermediate educationHydration backlog
  • Labor force with intermediate education, male (% of male working-age population with intermediate education) - AfghanistanWorld Bank· annual· % of male working-age population with intermediate educationHydration backlog

    • Albania

    • Export to import ratio - AlbaniaEUROSTAT· annualLive
    • Gender pay gap in unadjusted form - Albania (annual)EUROSTAT· annualHydration backlog
    • Severe housing deprivation rate by tenure status - Albania (annual)EUROSTAT· annual· percentHydration backlog
    • Share of government allocations for R&D (GBARD) allocated to defence and total civil socio-economic objectives - Albania (annual)EUROSTAT· annual· percentHydration backlog
    • 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 and unemployment by five-year age group and sex - composition - AustraliaOECD· annual· percentHydration backlog
    • 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
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