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Macro by Mark

Global economic data, empirical models, and macro theory
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Public data from government agencies and multilateral statistical releases, anchored in official sources.

© 2026 Mark Jayson Martinez Farol

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Browse all concepts

Government & fiscal · Canonical indicator

Social spending

government.expenditure.social

Government social protection, assistance, and benefit expenditure. Rows tagged fresh are chart-ready right now; the others survive in the catalog but have not been hydrated for live observation reads.

All Employees: Education and Health Services: Social Assistance in Arkansas was 40.5 on March 1, 2026, lower by 0.22 (-0.5%) from the prior observation. Charted from monthly observations in thous. of persons.

Catalog rows29,193
Hydration1,737 fresh of 29,193 (6%)
Top providersWorld Bank (8,891), CBS (5,722), SSB (5,231)

By provider

World Bank8,891 catalog · 0 freshCBS5,722 catalog · 2 freshSSB5,231 catalog · 10 freshFRED4,975 catalog · 1,586 freshEUROSTAT3,876 catalog · 71 freshBEA177 catalog · 0 freshBPS70 catalog · 0 freshBLS68 catalog · 68 freshSCB44 catalog · 0 freshBPS_DEPTH35 catalog · 0 freshINEGI

By country

Global879/5,952NLD0/5,475Norway10/5,231United States775/4,370Netherlands4/324Indonesia0/136Croatia2/113Ukraine0/113Bosnia & Herzegovina2/111Serbia1/111Moldova0/111

Series

Showing 601–650 of 29,193

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

Live chart loads from cache (~100ms)Hydration pending first click triggers a live provider fetch (2-5s)Catalog only no observation pipeline yet

Unknown

  • All Employees: Education and Health Services: Social Assistance in Arkansas
33 catalog · 0 fresh
IBGE_DEPTH28 catalog · 0 fresh
DESTATIS17 catalog · 0 fresh
Census16 catalog · 0 fresh
INE_PT8 catalog · 0 fresh
BOC1 catalog · 0 fresh
STATCAN_DEPTH1 catalog · 0 fresh
Turkey1/111
Albania2/109
Slovakia1/107
Hungary2/107
Lithuania2/107
Poland1/107
Latvia2/107
Bulgaria2/106
Romania1/106
Montenegro2/102
Kosovo1/102
China0/102
Georgia0/95
Germany2/94
Slovenia1/87
Cyprus2/86
Malta2/86
Portugal1/85
North Macedonia2/84
Czech Republic2/80
Estonia2/80
Spain2/77
Austria2/77
Belgium2/77
Iceland2/77
Italy2/77
Sweden1/77
Finland2/77
France2/77
FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Arlington-Alexandria-Reston, VA-WV (MD)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Atlanta-Sandy Springs-Roswell, GA (MD)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Baltimore-Columbia-Towson, MD (MSA)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Baltimore-Columbia-Towson, MD (MSA)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Boston, MA (MD)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in CaliforniaFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in CaliforniaFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Cambridge-Newton-Framingham, MA (MD)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Charlotte-Concord-Gastonia, NC-SC (MSA)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Charlotte-Concord-Gastonia, NC-SC (MSA)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Chicago-Naperville-Schaumburg, IL (MD)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in ColoradoFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in ColoradoFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in ConnecticutFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in ConnecticutFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in DelawareFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in DelawareFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Detroit-Dearborn-Livonia, MI (MD)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Detroit-Dearborn-Livonia, MI (MD)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Detroit-Warren-Dearborn, MI (MSA)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Detroit-Warren-Dearborn, MI (MSA)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in FloridaFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in FloridaFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Frederick-Gaithersburg-Bethesda, MD (MD)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Fresno, CA (MSA)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Fresno, CA (MSA)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in GeorgiaFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in GeorgiaFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in HawaiiFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in HawaiiFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in IdahoFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in IdahoFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in IllinoisFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in IllinoisFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in IndianaFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in IndianaFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in KentuckyFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in KentuckyFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Los Angeles-Long Beach-Anaheim, CA (MSA)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Los Angeles-Long Beach-Anaheim, CA (MSA)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Los Angeles-Long Beach-Glendale, CA (MD)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in Los Angeles-Long Beach-Glendale, CA (MD)FRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in LouisianaFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in LouisianaFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in MaineFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in MaineFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in MarylandFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in MarylandFRED· monthly· Thous. of PersonsLive
  • All Employees: Education and Health Services: Social Assistance in MassachusettsFRED· monthly· Thous. of PersonsLive
  • PreviousPage 13 of 584Next