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.zenodo.json

@@ -24,6 +24,11 @@
       "identifier": "https://historysaid.com",
       "relation": "isSupplementedBy",
       "scheme": "url"
+    },
+    {
+      "identifier": "10.5281/zenodo.19145374",
+      "relation": "isIdenticalTo",
+      "scheme": "doi"
     }
   ],
   "version": "1.0"

CODEBOOK.md

@@ -7,891 +7,891 @@ Total indicators: 99
 ## World Bank (WDI)
 
 ### wb.AG.LND.FRST.ZS
-- **Name:** Forest Area
+- **Name:** Forest area (% of land area)
 - **Definition:** Forest area as % of land area
 - **Unit:** % of land
 - **Scale:** units
-- **Year range:** 1990–2023
+- **Year range:** 1990--2023
 - **Country coverage:** 212 countries
 - **Theme:** Energy
 - **Source documentation:** https://data.worldbank.org/indicator/AG.LND.FRST.ZS
 
 ### wb.BM.GSR.GNFS.CD
-- **Name:** Imports
+- **Name:** Imports of goods and services (current US$)
 - **Definition:** Imports of goods and services
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 198 countries
 - **Theme:** Trade
 - **Source documentation:** https://data.worldbank.org/indicator/BM.GSR.GNFS.CD
 
 ### wb.BM.KLT.DINV.WD.GD.ZS
-- **Name:** FDI Outflows
+- **Name:** Foreign direct investment, net outflows (% of GDP)
 - **Definition:** Foreign direct investment, net outflows as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1970–2024
+- **Year range:** 1970--2024
 - **Country coverage:** 195 countries
 - **Theme:** Trade
 - **Source documentation:** https://data.worldbank.org/indicator/BM.KLT.DINV.WD.GD.ZS
 
 ### wb.BN.CAB.XOKA.GD.ZS
-- **Name:** Current Account Balance
+- **Name:** Current account balance (% of GDP)
 - **Definition:** Current account balance as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 201 countries
 - **Theme:** Trade
 - **Source documentation:** https://data.worldbank.org/indicator/BN.CAB.XOKA.GD.ZS
 
 ### wb.BX.GSR.GNFS.CD
-- **Name:** Exports
+- **Name:** Exports of goods and services (current US$)
 - **Definition:** Exports of goods and services
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 198 countries
 - **Theme:** Trade
 - **Source documentation:** https://data.worldbank.org/indicator/BX.GSR.GNFS.CD
 
 ### wb.BX.KLT.DINV.WD.GD.ZS
-- **Name:** FDI Inflows
+- **Name:** Foreign direct investment, net inflows (% of GDP)
 - **Definition:** Foreign direct investment, net inflows as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1970–2024
+- **Year range:** 1970--2024
 - **Country coverage:** 200 countries
 - **Theme:** Trade
 - **Source documentation:** https://data.worldbank.org/indicator/BX.KLT.DINV.WD.GD.ZS
 
 ### wb.BX.TRF.PWKR.CD.DT
-- **Name:** Remittances Received
+- **Name:** Personal remittances, received (current US$)
 - **Definition:** Personal remittances received
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1970–2024
+- **Year range:** 1970--2024
 - **Country coverage:** 197 countries
 - **Theme:** Trade
 - **Source documentation:** https://data.worldbank.org/indicator/BX.TRF.PWKR.CD.DT
 
 ### wb.CM.MKT.LCAP.GD.ZS
-- **Name:** Market Capitalization
+- **Name:** Market capitalization of listed domestic companies (% of GDP)
 - **Definition:** Market capitalization of listed domestic companies as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1975–2024
+- **Year range:** 1975--2024
 - **Country coverage:** 102 countries
 - **Theme:** Financial Markets
 - **Source documentation:** https://data.worldbank.org/indicator/CM.MKT.LCAP.GD.ZS
 
 ### wb.CM.MKT.LDOM.NO
-- **Name:** Listed Companies
+- **Name:** Listed domestic companies, total
 - **Definition:** Number of listed domestic companies
 - **Unit:** count
 - **Scale:** units
-- **Year range:** 1975–2024
+- **Year range:** 1975--2024
 - **Country coverage:** 105 countries
 - **Theme:** Financial Markets
 - **Source documentation:** https://data.worldbank.org/indicator/CM.MKT.LDOM.NO
 
 ### wb.CM.MKT.TRNR
-- **Name:** Stock Turnover Ratio
+- **Name:** Stocks traded, turnover ratio of domestic shares (%)
 - **Definition:** Stocks traded, turnover ratio of domestic shares
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1975–2024
+- **Year range:** 1975--2024
 - **Country coverage:** 101 countries
 - **Theme:** Financial Markets
 - **Source documentation:** https://data.worldbank.org/indicator/CM.MKT.TRNR
 
 ### wb.DT.DOD.DECT.CD
-- **Name:** External Debt
+- **Name:** External debt stocks, total (DOD, current US$)
 - **Definition:** Total external debt stocks
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1970–2024
+- **Year range:** 1970--2024
 - **Country coverage:** 120 countries
 - **Theme:** Debt
 - **Source documentation:** https://data.worldbank.org/indicator/DT.DOD.DECT.CD
 
 ### wb.DT.DOD.DECT.GN.ZS
-- **Name:** External Debt to GNI
+- **Name:** External debt stocks (% of GNI)
 - **Definition:** External debt stocks as % of GNI
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1970–2024
+- **Year range:** 1970--2024
 - **Country coverage:** 120 countries
 - **Theme:** Debt
 - **Source documentation:** https://data.worldbank.org/indicator/DT.DOD.DECT.GN.ZS
 
 ### wb.DT.DOD.DSTC.ZS
-- **Name:** Short-term Debt
+- **Name:** Short-term debt (% of total external debt)
 - **Definition:** Short-term debt as % of total external debt
 - **Unit:** % of total
 - **Scale:** units
-- **Year range:** 1970–2024
+- **Year range:** 1970--2024
 - **Country coverage:** 120 countries
 - **Theme:** Debt
 - **Source documentation:** https://data.worldbank.org/indicator/DT.DOD.DSTC.ZS
 
 ### wb.DT.TDS.DECT.EX.ZS
-- **Name:** Debt Service
+- **Name:** Total debt service (% of exports of goods, services and primary income)
 - **Definition:** Total debt service as % of exports
 - **Unit:** % of exports
 - **Scale:** units
-- **Year range:** 1970–2024
+- **Year range:** 1970--2024
 - **Country coverage:** 120 countries
 - **Theme:** Debt
 - **Source documentation:** https://data.worldbank.org/indicator/DT.TDS.DECT.EX.ZS
 
 ### wb.EG.ELC.ACCS.ZS
-- **Name:** Electricity Access
+- **Name:** Access to electricity (% of population)
 - **Definition:** Access to electricity as % of population
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1990–2023
+- **Year range:** 1990--2023
 - **Country coverage:** 214 countries
 - **Theme:** Energy
 - **Source documentation:** https://data.worldbank.org/indicator/EG.ELC.ACCS.ZS
 
 ### wb.EG.FEC.RNEW.ZS
-- **Name:** Renewable Energy
+- **Name:** Renewable energy consumption (% of total final energy consumption)
 - **Definition:** Renewable energy consumption as % of total
 - **Unit:** % of total
 - **Scale:** units
-- **Year range:** 1990–2022
+- **Year range:** 1990--2022
 - **Country coverage:** 210 countries
 - **Theme:** Energy
 - **Source documentation:** https://data.worldbank.org/indicator/EG.FEC.RNEW.ZS
 
 ### wb.EG.USE.PCAP.KG.OE
-- **Name:** Energy Use per Capita
+- **Name:** Energy use (kg of oil equivalent per capita)
 - **Definition:** Energy use per capita
 - **Unit:** kg oil eq.
 - **Scale:** units
-- **Year range:** 1990–2023
+- **Year range:** 1990--2023
 - **Country coverage:** 177 countries
 - **Theme:** Energy
 - **Source documentation:** https://data.worldbank.org/indicator/EG.USE.PCAP.KG.OE
 
 ### wb.EN.POP.DNST
-- **Name:** Population Density
+- **Name:** Population density (people per sq. km of land area)
 - **Definition:** People per sq. km of land area
 - **Unit:** per km²
 - **Scale:** units
-- **Year range:** 1961–2023
+- **Year range:** 1961--2023
 - **Country coverage:** 214 countries
 - **Theme:** Population
 - **Source documentation:** https://data.worldbank.org/indicator/EN.POP.DNST
 
 ### wb.FB.AST.NPER.ZS
-- **Name:** Non-Performing Loans
+- **Name:** Bank nonperforming loans to total gross loans (%)
 - **Definition:** Bank nonperforming loans as % of total gross loans
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 2000–2023
+- **Year range:** 2000--2023
 - **Country coverage:** 149 countries
 - **Theme:** Money
 - **Source documentation:** https://data.worldbank.org/indicator/FB.AST.NPER.ZS
 
 ### wb.FI.RES.TOTL.CD
-- **Name:** Foreign Reserves
+- **Name:** Total reserves (includes gold, current US$)
 - **Definition:** Total reserves including gold
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 180 countries
 - **Theme:** Currency
 - **Source documentation:** https://data.worldbank.org/indicator/FI.RES.TOTL.CD
 
 ### wb.FI.RES.TOTL.MO
-- **Name:** Reserves in Months of Imports
+- **Name:** Total reserves in months of imports
 - **Definition:** Total reserves in months of imports
 - **Unit:** months
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 177 countries
 - **Theme:** Currency
 - **Source documentation:** https://data.worldbank.org/indicator/FI.RES.TOTL.MO
 
 ### wb.FM.LBL.BMNY.ZG
-- **Name:** M2 Money Supply Growth
+- **Name:** Broad money growth (annual %)
 - **Definition:** Broad money growth (annual %)
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1961–2024
+- **Year range:** 1961--2024
 - **Country coverage:** 164 countries
 - **Theme:** Money
 - **Source documentation:** https://data.worldbank.org/indicator/FM.LBL.BMNY.ZG
 
 ### wb.FP.CPI.TOTL
-- **Name:** Consumer Price Index
+- **Name:** Consumer price index (2010 = 100)
 - **Definition:** Consumer price index (2010 = 100)
 - **Unit:** index
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 190 countries
 - **Theme:** Prices & Inflation
 - **Source documentation:** https://data.worldbank.org/indicator/FP.CPI.TOTL
 
 ### wb.FP.CPI.TOTL.ZG
-- **Name:** Inflation Rate
+- **Name:** Inflation, consumer prices (annual %)
 - **Definition:** Consumer price inflation, annual %
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 198 countries
 - **Theme:** Prices & Inflation
 - **Source documentation:** https://data.worldbank.org/indicator/FP.CPI.TOTL.ZG
 
 ### wb.FR.INR.DPST
-- **Name:** Deposit Rate
+- **Name:** Deposit interest rate (%)
 - **Definition:** Deposit interest rate
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 150 countries
 - **Theme:** Money
 - **Source documentation:** https://data.worldbank.org/indicator/FR.INR.DPST
 
 ### wb.FR.INR.LEND
-- **Name:** Lending Rate
+- **Name:** Lending interest rate (%)
 - **Definition:** Lending interest rate
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 146 countries
 - **Theme:** Money
 - **Source documentation:** https://data.worldbank.org/indicator/FR.INR.LEND
 
 ### wb.FR.INR.LNDP
-- **Name:** Interest Rate Spread
+- **Name:** Interest rate spread (lending rate minus deposit rate, %)
 - **Definition:** Interest rate spread (lending rate minus deposit rate)
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1967–2024
+- **Year range:** 1967--2024
 - **Country coverage:** 138 countries
 - **Theme:** Financial Markets
 - **Source documentation:** https://data.worldbank.org/indicator/FR.INR.LNDP
 
 ### wb.FR.INR.RINR
-- **Name:** Real Interest Rate
+- **Name:** Real interest rate (%)
 - **Definition:** Real interest rate
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1961–2024
+- **Year range:** 1961--2024
 - **Country coverage:** 146 countries
 - **Theme:** Money
 - **Source documentation:** https://data.worldbank.org/indicator/FR.INR.RINR
 
 ### wb.FS.AST.DOMS.GD.ZS
-- **Name:** Domestic Credit
+- **Name:** Domestic credit provided by financial sector (% of GDP)
 - **Definition:** Domestic credit provided by financial sector as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 66 countries
 - **Theme:** Debt
 - **Source documentation:** https://data.worldbank.org/indicator/FS.AST.DOMS.GD.ZS
 
 ### wb.FS.AST.PRVT.GD.ZS
-- **Name:** Credit to GDP
+- **Name:** Domestic credit to private sector (% of GDP)
 - **Definition:** Domestic credit to private sector as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 184 countries
 - **Theme:** Money
 - **Source documentation:** https://data.worldbank.org/indicator/FS.AST.PRVT.GD.ZS
 
 ### wb.GB.XPD.RSDV.GD.ZS
-- **Name:** R&D Spending
+- **Name:** Research and development expenditure (% of GDP)
 - **Definition:** Research and development expenditure as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1996–2023
+- **Year range:** 1996--2023
 - **Country coverage:** 151 countries
 - **Theme:** Technology
 - **Source documentation:** https://data.worldbank.org/indicator/GB.XPD.RSDV.GD.ZS
 
 ### wb.GC.TAX.TOTL.GD.ZS
-- **Name:** Tax Revenue
+- **Name:** Tax revenue (% of GDP)
 - **Definition:** Tax revenue as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1972–2024
+- **Year range:** 1972--2024
 - **Country coverage:** 160 countries
 - **Theme:** Government
 - **Source documentation:** https://data.worldbank.org/indicator/GC.TAX.TOTL.GD.ZS
 
 ### wb.GC.XPN.INTP.RV.ZS
-- **Name:** Interest Payments to Revenue
+- **Name:** Interest payments (% of revenue)
 - **Definition:** Interest payments as % of revenue
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1972–2024
+- **Year range:** 1972--2024
 - **Country coverage:** 158 countries
 - **Theme:** Debt
 - **Source documentation:** https://data.worldbank.org/indicator/GC.XPN.INTP.RV.ZS
 
 ### wb.GC.XPN.TOTL.GD.ZS
-- **Name:** Government Spending
+- **Name:** Expense (% of GDP)
 - **Definition:** Government expenditure as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1972–2024
+- **Year range:** 1972--2024
 - **Country coverage:** 160 countries
 - **Theme:** Government
 - **Source documentation:** https://data.worldbank.org/indicator/GC.XPN.TOTL.GD.ZS
 
 ### wb.IP.PAT.RESD
-- **Name:** Patent Applications
+- **Name:** Patent applications, residents
 - **Definition:** Patent applications by residents
 - **Unit:** count
 - **Scale:** units
-- **Year range:** 1980–2021
+- **Year range:** 1980--2021
 - **Country coverage:** 156 countries
 - **Theme:** Technology
 - **Source documentation:** https://data.worldbank.org/indicator/IP.PAT.RESD
 
 ### wb.IT.CEL.SETS.P2
-- **Name:** Mobile Subscriptions
+- **Name:** Mobile cellular subscriptions (per 100 people)
 - **Definition:** Mobile cellular subscriptions per 100 people
 - **Unit:** per 100 people
 - **Scale:** units
-- **Year range:** 1960–2023
+- **Year range:** 1960--2023
 - **Country coverage:** 212 countries
 - **Theme:** Technology
 - **Source documentation:** https://data.worldbank.org/indicator/IT.CEL.SETS.P2
 
 ### wb.IT.NET.USER.ZS
-- **Name:** Internet Users
+- **Name:** Individuals using the Internet (% of population)
 - **Definition:** Individuals using the Internet
 - **Unit:** % of population
 - **Scale:** units
-- **Year range:** 1990–2025
+- **Year range:** 1990--2025
 - **Country coverage:** 211 countries
 - **Theme:** Technology
 - **Source documentation:** https://data.worldbank.org/indicator/IT.NET.USER.ZS
 
 ### wb.MS.MIL.XPND.GD.ZS
-- **Name:** Military Spending
+- **Name:** Military expenditure (% of GDP)
 - **Definition:** Military expenditure as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 162 countries
 - **Theme:** Government
 - **Source documentation:** https://data.worldbank.org/indicator/MS.MIL.XPND.GD.ZS
 
 ### wb.NE.RSB.GNFS.CD
-- **Name:** Trade Balance
+- **Name:** External balance on goods and services (current US$)
 - **Definition:** External balance on goods and services
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 190 countries
 - **Theme:** Trade
 - **Source documentation:** https://data.worldbank.org/indicator/NE.RSB.GNFS.CD
 
 ### wb.NE.TRD.GNFS.ZS
-- **Name:** Trade Openness
+- **Name:** Trade (% of GDP)
 - **Definition:** Trade as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 190 countries
 - **Theme:** Trade
 - **Source documentation:** https://data.worldbank.org/indicator/NE.TRD.GNFS.ZS
 
 ### wb.NV.AGR.TOTL.ZS
-- **Name:** Agriculture Value Added
+- **Name:** Agriculture, forestry, and fishing, value added (% of GDP)
 - **Definition:** Agriculture, forestry, and fishing value added as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 204 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NV.AGR.TOTL.ZS
 
 ### wb.NV.IND.TOTL.ZS
-- **Name:** Industry Value Added
+- **Name:** Industry (including construction), value added (% of GDP)
 - **Definition:** Industry (including construction) value added as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 206 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NV.IND.TOTL.ZS
 
 ### wb.NV.SRV.TOTL.ZS
-- **Name:** Services Value Added
+- **Name:** Services, value added (% of GDP)
 - **Definition:** Services value added as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 203 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NV.SRV.TOTL.ZS
 
 ### wb.NY.GDP.DEFL.KD.ZG
-- **Name:** GDP Deflator
+- **Name:** Inflation, GDP deflator (annual %)
 - **Definition:** Inflation as measured by annual growth rate of GDP implicit deflator
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1961–2024
+- **Year range:** 1961--2024
 - **Country coverage:** 211 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NY.GDP.DEFL.KD.ZG
 
 ### wb.NY.GDP.MKTP.CD
-- **Name:** GDP
+- **Name:** GDP (current US$)
 - **Definition:** Gross Domestic Product in current US dollars
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 212 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NY.GDP.MKTP.CD
 
 ### wb.NY.GDP.MKTP.KD.ZG
-- **Name:** GDP Growth
+- **Name:** GDP growth (annual %)
 - **Definition:** Annual percentage growth rate of GDP
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1961–2024
+- **Year range:** 1961--2024
 - **Country coverage:** 212 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG
 
 ### wb.NY.GDP.MKTP.PP.CD
-- **Name:** GDP PPP
+- **Name:** GDP, PPP (current international $)
 - **Definition:** GDP converted to international dollars using PPP rates
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1980–2024
+- **Year range:** 1980--2024
 - **Country coverage:** 202 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NY.GDP.MKTP.PP.CD
 
 ### wb.NY.GDP.PCAP.CD
-- **Name:** GDP per Capita
+- **Name:** GDP per capita (current US$)
 - **Definition:** GDP divided by midyear population
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 212 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NY.GDP.PCAP.CD
 
 ### wb.NY.GDP.PCAP.PP.CD
-- **Name:** GDP per Capita PPP
+- **Name:** GDP per capita, PPP (current international $)
 - **Definition:** GDP per capita based on PPP
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1980–2024
+- **Year range:** 1980--2024
 - **Country coverage:** 202 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NY.GDP.PCAP.PP.CD
 
 ### wb.NY.GNP.MKTP.CD
-- **Name:** GNI
+- **Name:** GNI (current US$)
 - **Definition:** Gross National Income
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 207 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NY.GNP.MKTP.CD
 
 ### wb.NY.GNP.PCAP.CD
-- **Name:** GNI per Capita
+- **Name:** GNI per capita (current US$)
 - **Definition:** GNI divided by midyear population
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1962–2024
+- **Year range:** 1962--2024
 - **Country coverage:** 205 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NY.GNP.PCAP.CD
 
 ### wb.NY.GNS.ICTR.ZS
-- **Name:** Gross Savings
+- **Name:** Gross savings (% of GDP)
 - **Definition:** Gross savings as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 189 countries
 - **Theme:** Economy & Growth
 - **Source documentation:** https://data.worldbank.org/indicator/NY.GNS.ICTR.ZS
 
 ### wb.PA.NUS.FCRF
-- **Name:** Exchange Rate
+- **Name:** Official exchange rate (LCU per US$, period average)
 - **Definition:** Official exchange rate (LCU per US$, period average)
 - **Unit:** LCU per USD
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 212 countries
 - **Theme:** Currency
 - **Source documentation:** https://data.worldbank.org/indicator/PA.NUS.FCRF
 
 ### wb.PA.NUS.PPP
-- **Name:** PPP Conversion Factor
+- **Name:** PPP conversion factor, GDP (LCU per international $)
 - **Definition:** PPP conversion factor, GDP
 - **Unit:** LCU per intl $
 - **Scale:** units
-- **Year range:** 1990–2024
+- **Year range:** 1990--2024
 - **Country coverage:** 203 countries
 - **Theme:** Prices & Inflation
 - **Source documentation:** https://data.worldbank.org/indicator/PA.NUS.PPP
 
 ### wb.SE.ADT.1524.LT.ZS
-- **Name:** Youth Literacy Rate
+- **Name:** Literacy rate, youth total (% of people ages 15-24)
 - **Definition:** Literacy rate among youth ages 15-24
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1970–2025
+- **Year range:** 1970--2025
 - **Country coverage:** 170 countries
 - **Theme:** Education
 - **Source documentation:** https://data.worldbank.org/indicator/SE.ADT.1524.LT.ZS
 
 ### wb.SE.ADT.LITR.ZS
-- **Name:** Literacy Rate
+- **Name:** Literacy rate, adult total (% of people ages 15 and above)
 - **Definition:** Adult literacy rate
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1970–2025
+- **Year range:** 1970--2025
 - **Country coverage:** 168 countries
 - **Theme:** Education
 - **Source documentation:** https://data.worldbank.org/indicator/SE.ADT.LITR.ZS
 
 ### wb.SE.PRM.CMPT.ZS
-- **Name:** Primary Completion Rate
+- **Name:** Primary completion rate, total (% of relevant age group)
 - **Definition:** Primary completion rate (% of relevant age group)
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1970–2025
+- **Year range:** 1970--2025
 - **Country coverage:** 197 countries
 - **Theme:** Education
 - **Source documentation:** https://data.worldbank.org/indicator/SE.PRM.CMPT.ZS
 
 ### wb.SE.PRM.ENRR
-- **Name:** Primary Enrollment
+- **Name:** School enrollment, primary (% gross)
 - **Definition:** School enrollment, primary (% gross)
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1970–2025
+- **Year range:** 1970--2025
 - **Country coverage:** 207 countries
 - **Theme:** Education
 - **Source documentation:** https://data.worldbank.org/indicator/SE.PRM.ENRR
 
 ### wb.SE.SEC.ENRR
-- **Name:** Secondary Enrollment
+- **Name:** School enrollment, secondary (% gross)
 - **Definition:** School enrollment, secondary (% gross)
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1970–2025
+- **Year range:** 1970--2025
 - **Country coverage:** 206 countries
 - **Theme:** Education
 - **Source documentation:** https://data.worldbank.org/indicator/SE.SEC.ENRR
 
 ### wb.SE.TER.ENRR
-- **Name:** Tertiary Enrollment
+- **Name:** School enrollment, tertiary (% gross)
 - **Definition:** School enrollment, tertiary (% gross)
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1970–2025
+- **Year range:** 1970--2025
 - **Country coverage:** 201 countries
 - **Theme:** Education
 - **Source documentation:** https://data.worldbank.org/indicator/SE.TER.ENRR
 
 ### wb.SE.XPD.TOTL.GD.ZS
-- **Name:** Education Spending
+- **Name:** Government expenditure on education, total (% of GDP)
 - **Definition:** Government expenditure on education as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1970–2025
+- **Year range:** 1970--2025
 - **Country coverage:** 201 countries
 - **Theme:** Education
 - **Source documentation:** https://data.worldbank.org/indicator/SE.XPD.TOTL.GD.ZS
 
 ### wb.SH.MED.BEDS.ZS
-- **Name:** Hospital Beds
+- **Name:** Hospital beds (per 1,000 people)
 - **Definition:** Hospital beds per 1,000 people
 - **Unit:** per 1,000
 - **Scale:** units
-- **Year range:** 1960–2023
+- **Year range:** 1960--2023
 - **Country coverage:** 199 countries
 - **Theme:** Health
 - **Source documentation:** https://data.worldbank.org/indicator/SH.MED.BEDS.ZS
 
 ### wb.SH.MED.PHYS.ZS
-- **Name:** Physicians
+- **Name:** Physicians (per 1,000 people)
 - **Definition:** Physicians per 1,000 people
 - **Unit:** per 1,000
 - **Scale:** units
-- **Year range:** 1960–2023
+- **Year range:** 1960--2023
 - **Country coverage:** 206 countries
 - **Theme:** Health
 - **Source documentation:** https://data.worldbank.org/indicator/SH.MED.PHYS.ZS
 
 ### wb.SH.STA.MMRT
-- **Name:** Maternal Mortality Ratio
+- **Name:** Maternal mortality ratio (modeled estimate, per 100,000 live births)
 - **Definition:** Maternal mortality ratio per 100,000 live births
 - **Unit:** per 100,000
 - **Scale:** units
-- **Year range:** 1985–2023
+- **Year range:** 1985--2023
 - **Country coverage:** 192 countries
 - **Theme:** Health
 - **Source documentation:** https://data.worldbank.org/indicator/SH.STA.MMRT
 
 ### wb.SH.XPD.CHEX.GD.ZS
-- **Name:** Health Spending
+- **Name:** Current health expenditure (% of GDP)
 - **Definition:** Current health expenditure as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 2000–2024
+- **Year range:** 2000--2024
 - **Country coverage:** 191 countries
 - **Theme:** Government
 - **Source documentation:** https://data.worldbank.org/indicator/SH.XPD.CHEX.GD.ZS
 
 ### wb.SH.XPD.CHEX.PC.CD
-- **Name:** Health Expenditure per Capita
+- **Name:** Current health expenditure per capita (current US$)
 - **Definition:** Current health expenditure per capita
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 2000–2024
+- **Year range:** 2000--2024
 - **Country coverage:** 191 countries
 - **Theme:** Health
 - **Source documentation:** https://data.worldbank.org/indicator/SH.XPD.CHEX.PC.CD
 
 ### wb.SI.DST.10TH.10
-- **Name:** Income Share Top 10%
+- **Name:** Income share held by highest 10%
 - **Definition:** Income share held by highest 10%
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1963–2024
+- **Year range:** 1963--2024
 - **Country coverage:** 169 countries
 - **Theme:** Inequality
 - **Source documentation:** https://data.worldbank.org/indicator/SI.DST.10TH.10
 
 ### wb.SI.DST.FRST.10
-- **Name:** Income Share Bottom 10%
+- **Name:** Income share held by lowest 10%
 - **Definition:** Income share held by lowest 10%
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1963–2024
+- **Year range:** 1963--2024
 - **Country coverage:** 169 countries
 - **Theme:** Inequality
 - **Source documentation:** https://data.worldbank.org/indicator/SI.DST.FRST.10
 
 ### wb.SI.POV.DDAY
-- **Name:** Poverty Rate
+- **Name:** Poverty headcount ratio at $2.15 a day (2017 PPP) (% of population)
 - **Definition:** Poverty headcount ratio at $2.15/day
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1963–2024
+- **Year range:** 1963--2024
 - **Country coverage:** 169 countries
 - **Theme:** Inequality
 - **Source documentation:** https://data.worldbank.org/indicator/SI.POV.DDAY
 
 ### wb.SI.POV.GINI
-- **Name:** Gini Index
+- **Name:** Gini index
 - **Definition:** Gini index (0=perfect equality, 100=perfect inequality)
 - **Unit:** index
 - **Scale:** units
-- **Year range:** 1963–2024
+- **Year range:** 1963--2024
 - **Country coverage:** 169 countries
 - **Theme:** Inequality
 - **Source documentation:** https://data.worldbank.org/indicator/SI.POV.GINI
 
 ### wb.SL.AGR.EMPL.ZS
-- **Name:** Agriculture Employment
+- **Name:** Employment in agriculture (% of total employment) (modeled ILO estimate)
 - **Definition:** Employment in agriculture
 - **Unit:** % of total
 - **Scale:** units
-- **Year range:** 1991–2025
+- **Year range:** 1991--2025
 - **Country coverage:** 185 countries
 - **Theme:** Employment
 - **Source documentation:** https://data.worldbank.org/indicator/SL.AGR.EMPL.ZS
 
 ### wb.SL.IND.EMPL.ZS
-- **Name:** Industry Employment
+- **Name:** Employment in industry (% of total employment) (modeled ILO estimate)
 - **Definition:** Employment in industry
 - **Unit:** % of total
 - **Scale:** units
-- **Year range:** 1991–2025
+- **Year range:** 1991--2025
 - **Country coverage:** 185 countries
 - **Theme:** Employment
 - **Source documentation:** https://data.worldbank.org/indicator/SL.IND.EMPL.ZS
 
 ### wb.SL.SRV.EMPL.ZS
-- **Name:** Services Employment
+- **Name:** Employment in services (% of total employment) (modeled ILO estimate)
 - **Definition:** Employment in services
 - **Unit:** % of total
 - **Scale:** units
-- **Year range:** 1991–2025
+- **Year range:** 1991--2025
 - **Country coverage:** 185 countries
 - **Theme:** Employment
 - **Source documentation:** https://data.worldbank.org/indicator/SL.SRV.EMPL.ZS
 
 ### wb.SL.TLF.CACT.FE.ZS
-- **Name:** Female Labor Participation
+- **Name:** Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate)
 - **Definition:** Female labor force participation rate
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1990–2025
+- **Year range:** 1990--2025
 - **Country coverage:** 185 countries
 - **Theme:** Employment
 - **Source documentation:** https://data.worldbank.org/indicator/SL.TLF.CACT.FE.ZS
 
 ### wb.SL.TLF.CACT.ZS
-- **Name:** Labor Force Participation
+- **Name:** Labor force participation rate, total (% of total population ages 15+) (modeled ILO estimate)
 - **Definition:** Labor force participation rate
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1990–2025
+- **Year range:** 1990--2025
 - **Country coverage:** 185 countries
 - **Theme:** Employment
 - **Source documentation:** https://data.worldbank.org/indicator/SL.TLF.CACT.ZS
 
 ### wb.SL.UEM.1524.ZS
-- **Name:** Youth Unemployment
+- **Name:** Unemployment, youth total (% of total labor force ages 15-24) (modeled ILO estimate)
 - **Definition:** Youth unemployment (ages 15-24)
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1991–2025
+- **Year range:** 1991--2025
 - **Country coverage:** 185 countries
 - **Theme:** Employment
 - **Source documentation:** https://data.worldbank.org/indicator/SL.UEM.1524.ZS
 
 ### wb.SL.UEM.TOTL.ZS
-- **Name:** Unemployment Rate
+- **Name:** Unemployment, total (% of total labor force) (modeled ILO estimate)
 - **Definition:** Unemployment as % of total labor force
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1980–2025
+- **Year range:** 1980--2025
 - **Country coverage:** 190 countries
 - **Theme:** Employment
 - **Source documentation:** https://data.worldbank.org/indicator/SL.UEM.TOTL.ZS
 
 ### wb.SM.POP.NETM
-- **Name:** Net Migration
+- **Name:** Net migration
 - **Definition:** Net migration
 - **Unit:** people
 - **Scale:** units
-- **Year range:** 1960–2025
+- **Year range:** 1960--2025
 - **Country coverage:** 215 countries
 - **Theme:** Population
 - **Source documentation:** https://data.worldbank.org/indicator/SM.POP.NETM
 
 ### wb.SP.DYN.CBRT.IN
-- **Name:** Birth Rate
+- **Name:** Birth rate, crude (per 1,000 people)
 - **Definition:** Crude birth rate per 1,000 people
 - **Unit:** per 1,000
 - **Scale:** units
-- **Year range:** 1960–2023
+- **Year range:** 1960--2023
 - **Country coverage:** 215 countries
 - **Theme:** Population
 - **Source documentation:** https://data.worldbank.org/indicator/SP.DYN.CBRT.IN
 
 ### wb.SP.DYN.CDRT.IN
-- **Name:** Death Rate
+- **Name:** Death rate, crude (per 1,000 people)
 - **Definition:** Crude death rate per 1,000 people
 - **Unit:** per 1,000
 - **Scale:** units
-- **Year range:** 1960–2023
+- **Year range:** 1960--2023
 - **Country coverage:** 215 countries
 - **Theme:** Population
 - **Source documentation:** https://data.worldbank.org/indicator/SP.DYN.CDRT.IN
 
 ### wb.SP.DYN.IMRT.IN
-- **Name:** Infant Mortality Rate
+- **Name:** Mortality rate, infant (per 1,000 live births)
 - **Definition:** Infant mortality rate per 1,000 live births
 - **Unit:** per 1,000
 - **Scale:** units
-- **Year range:** 1960–2023
+- **Year range:** 1960--2023
 - **Country coverage:** 194 countries
 - **Theme:** Health
 - **Source documentation:** https://data.worldbank.org/indicator/SP.DYN.IMRT.IN
 
 ### wb.SP.DYN.LE00.IN
-- **Name:** Life Expectancy
+- **Name:** Life expectancy at birth, total (years)
 - **Definition:** Life expectancy at birth, total
 - **Unit:** years
 - **Scale:** units
-- **Year range:** 1960–2023
+- **Year range:** 1960--2023
 - **Country coverage:** 215 countries
 - **Theme:** Population
 - **Source documentation:** https://data.worldbank.org/indicator/SP.DYN.LE00.IN
 
 ### wb.SP.DYN.TFRT.IN
-- **Name:** Fertility Rate
+- **Name:** Fertility rate, total (births per woman)
 - **Definition:** Total fertility rate
 - **Unit:** births per woman
 - **Scale:** units
-- **Year range:** 1960–2023
+- **Year range:** 1960--2023
 - **Country coverage:** 215 countries
 - **Theme:** Population
 - **Source documentation:** https://data.worldbank.org/indicator/SP.DYN.TFRT.IN
 
 ### wb.SP.POP.DPND
-- **Name:** Dependency Ratio
+- **Name:** Age dependency ratio (% of working-age population)
 - **Definition:** Age dependency ratio (% of working-age population)
 - **Unit:** % of working-age
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 215 countries
 - **Theme:** Population
 - **Source documentation:** https://data.worldbank.org/indicator/SP.POP.DPND
 
 ### wb.SP.POP.GROW
-- **Name:** Population Growth
+- **Name:** Population growth (annual %)
 - **Definition:** Annual population growth rate
 - **Unit:** %
 - **Scale:** units
-- **Year range:** 1961–2024
+- **Year range:** 1961--2024
 - **Country coverage:** 215 countries
 - **Theme:** Population
 - **Source documentation:** https://data.worldbank.org/indicator/SP.POP.GROW
 
 ### wb.SP.POP.TOTL
-- **Name:** Population
+- **Name:** Population, total
 - **Definition:** Total population
 - **Unit:** people
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 215 countries
 - **Theme:** Population
 - **Source documentation:** https://data.worldbank.org/indicator/SP.POP.TOTL
 
 ### wb.SP.URB.TOTL.IN.ZS
-- **Name:** Urban Population
+- **Name:** Urban population (% of total population)
 - **Definition:** Urban population as % of total
 - **Unit:** % of total
 - **Scale:** units
-- **Year range:** 1960–2024
+- **Year range:** 1960--2024
 - **Country coverage:** 215 countries
 - **Theme:** Population
 - **Source documentation:** https://data.worldbank.org/indicator/SP.URB.TOTL.IN.ZS
 
 ### wb.ST.INT.RCPT.CD
-- **Name:** Tourism Receipts
+- **Name:** International tourism, receipts (current US$)
 - **Definition:** International tourism receipts
 - **Unit:** USD
 - **Scale:** units
-- **Year range:** 1995–2020
+- **Year range:** 1995--2020
 - **Country coverage:** 201 countries
 - **Theme:** Trade
 - **Source documentation:** https://data.worldbank.org/indicator/ST.INT.RCPT.CD
 
 ### wb.TX.VAL.TECH.MF.ZS
-- **Name:** High-tech Exports
+- **Name:** High-technology exports (% of manufactured exports)
 - **Definition:** High-technology exports as % of manufactured exports
 - **Unit:** % of manufactured
 - **Scale:** units
-- **Year range:** 2007–2024
+- **Year range:** 2007--2024
 - **Country coverage:** 185 countries
 - **Theme:** Technology
 - **Source documentation:** https://data.worldbank.org/indicator/TX.VAL.TECH.MF.ZS
@@ -900,61 +900,61 @@ Total indicators: 99
 ## World Bank (WGI)
 
 ### wgi.CC.EST
-- **Name:** Control of Corruption
+- **Name:** Control of Corruption: Estimate
 - **Definition:** Control of Corruption
 - **Unit:** index
 - **Scale:** units
-- **Year range:** 1996–2023
+- **Year range:** 1996--2023
 - **Country coverage:** 203 countries
 - **Theme:** Political Stability
 - **Source documentation:** https://info.worldbank.org/governance/wgi/
 
 ### wgi.GE.EST
-- **Name:** Government Effectiveness
+- **Name:** Government Effectiveness: Estimate
 - **Definition:** Government Effectiveness
 - **Unit:** index
 - **Scale:** units
-- **Year range:** 1996–2023
+- **Year range:** 1996--2023
 - **Country coverage:** 203 countries
 - **Theme:** Political Stability
 - **Source documentation:** https://info.worldbank.org/governance/wgi/
 
 ### wgi.PV.EST
-- **Name:** Political Stability
+- **Name:** Political Stability and Absence of Violence/Terrorism: Estimate
 - **Definition:** Political Stability and Absence of Violence/Terrorism
 - **Unit:** index
 - **Scale:** units
-- **Year range:** 1996–2023
+- **Year range:** 1996--2023
 - **Country coverage:** 203 countries
 - **Theme:** Political Stability
 - **Source documentation:** https://info.worldbank.org/governance/wgi/
 
 ### wgi.RL.EST
-- **Name:** Rule of Law
+- **Name:** Rule of Law: Estimate
 - **Definition:** Rule of Law
 - **Unit:** index
 - **Scale:** units
-- **Year range:** 1996–2023
+- **Year range:** 1996--2023
 - **Country coverage:** 203 countries
 - **Theme:** Political Stability
 - **Source documentation:** https://info.worldbank.org/governance/wgi/
 
 ### wgi.RQ.EST
-- **Name:** Regulatory Quality
+- **Name:** Regulatory Quality: Estimate
 - **Definition:** Regulatory Quality
 - **Unit:** index
 - **Scale:** units
-- **Year range:** 1996–2023
+- **Year range:** 1996--2023
 - **Country coverage:** 203 countries
 - **Theme:** Political Stability
 - **Source documentation:** https://info.worldbank.org/governance/wgi/
 
 ### wgi.VA.EST
-- **Name:** Voice and Accountability
+- **Name:** Voice and Accountability: Estimate
 - **Definition:** Voice and Accountability
 - **Unit:** index
 - **Scale:** units
-- **Year range:** 1996–2023
+- **Year range:** 1996--2023
 - **Country coverage:** 203 countries
 - **Theme:** Political Stability
 - **Source documentation:** https://info.worldbank.org/governance/wgi/
@@ -963,31 +963,31 @@ Total indicators: 99
 ## IMF (WEO)
 
 ### imf.GGR_NGDP
-- **Name:** Government Revenue
+- **Name:** General government revenue (% of GDP)
 - **Definition:** General government revenue as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1980–2024
+- **Year range:** 1980--2024
 - **Country coverage:** 193 countries
 - **Theme:** Government
 - **Source documentation:** https://www.imf.org/en/Publications/WEO
 
 ### imf.GGXCNL_NGDP
-- **Name:** Budget Deficit
+- **Name:** General government net lending/borrowing (% of GDP)
 - **Definition:** General government net lending/borrowing as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1980–2024
+- **Year range:** 1980--2024
 - **Country coverage:** 193 countries
 - **Theme:** Government
 - **Source documentation:** https://www.imf.org/en/Publications/WEO
 
 ### imf.GGXWDG_NGDP
-- **Name:** Government Debt to GDP
+- **Name:** General government gross debt (% of GDP)
 - **Definition:** General government gross debt as % of GDP
 - **Unit:** % of GDP
 - **Scale:** units
-- **Year range:** 1980–2024
+- **Year range:** 1980--2024
 - **Country coverage:** 190 countries
 - **Theme:** Government
 - **Source documentation:** https://www.imf.org/en/Publications/WEO
@@ -996,11 +996,11 @@ Total indicators: 99
 ## BIS
 
 ### bis.PX.REX.REER
-- **Name:** Real Effective Exchange Rate
+- **Name:** Real effective exchange rate index (2010 = 100)
 - **Definition:** Real effective exchange rate index
 - **Unit:** index
 - **Scale:** units
-- **Year range:** 1964–2026
+- **Year range:** 1964--2026
 - **Country coverage:** 106 countries
 - **Theme:** Currency
 - **Source documentation:** https://www.bis.org/statistics/eer.htm

README.md

@@ -1,3 +1,21 @@
+---
+license: cc-by-4.0
+task_categories:
+  - tabular-regression
+  - tabular-classification
+tags:
+  - economics
+  - macroeconomics
+  - world-bank
+  - imf
+  - time-series
+  - global-development
+size_categories:
+  - 100K<n<1M
+language:
+  - en
+pretty_name: HistorySaid Global Economic Dataset
+---
 # HistorySaid Global Economic Dataset
 
 [![License: CC BY 4.0](https://img.shields.io/badge/License-CC_BY_4.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)
@@ -158,7 +176,7 @@ If you use this dataset in published work, please cite:
   publisher    = {Zenodo},
   version      = {1.0},
   url          = {https://historysaid.com},
-  note         = {DOI to be assigned upon Zenodo upload}
+  doi          = {10.5281/zenodo.19145374}
 }
 ```
 

_mappings/indicators.json

@@ -1,7 +1,7 @@
 [
   {
     "indicator_id": "bis.PX.REX.REER",
-    "indicator_name": "Real Effective Exchange Rate",
+    "indicator_name": "Real effective exchange rate index (2010 = 100)",
     "source": "bis",
     "source_name": "BIS",
     "theme": "Currency",
@@ -13,7 +13,7 @@
   },
   {
     "indicator_id": "imf.GGXCNL_NGDP",
-    "indicator_name": "Budget Deficit",
+    "indicator_name": "General government net lending/borrowing (% of GDP)",
     "source": "imf_weo",
     "source_name": "IMF WEO",
     "theme": "Government",
@@ -25,7 +25,7 @@
   },
   {
     "indicator_id": "imf.GGXWDG_NGDP",
-    "indicator_name": "Government Debt to GDP",
+    "indicator_name": "General government gross debt (% of GDP)",
     "source": "imf_weo",
     "source_name": "IMF WEO",
     "theme": "Government",
@@ -37,7 +37,7 @@
   },
   {
     "indicator_id": "imf.GGR_NGDP",
-    "indicator_name": "Government Revenue",
+    "indicator_name": "General government revenue (% of GDP)",
     "source": "imf_weo",
     "source_name": "IMF WEO",
     "theme": "Government",
@@ -49,7 +49,7 @@
   },
   {
     "indicator_id": "wb.SL.AGR.EMPL.ZS",
-    "indicator_name": "Agriculture Employment",
+    "indicator_name": "Employment in agriculture (% of total employment) (modeled ILO estimate)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Employment",
@@ -61,7 +61,7 @@
   },
   {
     "indicator_id": "wb.NV.AGR.TOTL.ZS",
-    "indicator_name": "Agriculture Value Added",
+    "indicator_name": "Agriculture, forestry, and fishing, value added (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -73,7 +73,7 @@
   },
   {
     "indicator_id": "wb.SP.DYN.CBRT.IN",
-    "indicator_name": "Birth Rate",
+    "indicator_name": "Birth rate, crude (per 1,000 people)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Population",
@@ -85,7 +85,7 @@
   },
   {
     "indicator_id": "wb.FP.CPI.TOTL",
-    "indicator_name": "Consumer Price Index",
+    "indicator_name": "Consumer price index (2010 = 100)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Prices & Inflation",
@@ -97,7 +97,7 @@
   },
   {
     "indicator_id": "wb.FS.AST.PRVT.GD.ZS",
-    "indicator_name": "Credit to GDP",
+    "indicator_name": "Domestic credit to private sector (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Money",
@@ -109,7 +109,7 @@
   },
   {
     "indicator_id": "wb.BN.CAB.XOKA.GD.ZS",
-    "indicator_name": "Current Account Balance",
+    "indicator_name": "Current account balance (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Trade",
@@ -121,7 +121,7 @@
   },
   {
     "indicator_id": "wb.SP.DYN.CDRT.IN",
-    "indicator_name": "Death Rate",
+    "indicator_name": "Death rate, crude (per 1,000 people)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Population",
@@ -133,7 +133,7 @@
   },
   {
     "indicator_id": "wb.DT.TDS.DECT.EX.ZS",
-    "indicator_name": "Debt Service",
+    "indicator_name": "Total debt service (% of exports of goods, services and primary income)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Debt",
@@ -145,7 +145,7 @@
   },
   {
     "indicator_id": "wb.SP.POP.DPND",
-    "indicator_name": "Dependency Ratio",
+    "indicator_name": "Age dependency ratio (% of working-age population)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Population",
@@ -157,7 +157,7 @@
   },
   {
     "indicator_id": "wb.FR.INR.DPST",
-    "indicator_name": "Deposit Rate",
+    "indicator_name": "Deposit interest rate (%)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Money",
@@ -169,7 +169,7 @@
   },
   {
     "indicator_id": "wb.FS.AST.DOMS.GD.ZS",
-    "indicator_name": "Domestic Credit",
+    "indicator_name": "Domestic credit provided by financial sector (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Debt",
@@ -181,7 +181,7 @@
   },
   {
     "indicator_id": "wb.SE.XPD.TOTL.GD.ZS",
-    "indicator_name": "Education Spending",
+    "indicator_name": "Government expenditure on education, total (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Education",
@@ -193,7 +193,7 @@
   },
   {
     "indicator_id": "wb.EG.ELC.ACCS.ZS",
-    "indicator_name": "Electricity Access",
+    "indicator_name": "Access to electricity (% of population)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Energy",
@@ -205,7 +205,7 @@
   },
   {
     "indicator_id": "wb.EG.USE.PCAP.KG.OE",
-    "indicator_name": "Energy Use per Capita",
+    "indicator_name": "Energy use (kg of oil equivalent per capita)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Energy",
@@ -217,7 +217,7 @@
   },
   {
     "indicator_id": "wb.PA.NUS.FCRF",
-    "indicator_name": "Exchange Rate",
+    "indicator_name": "Official exchange rate (LCU per US$, period average)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Currency",
@@ -229,7 +229,7 @@
   },
   {
     "indicator_id": "wb.BX.GSR.GNFS.CD",
-    "indicator_name": "Exports",
+    "indicator_name": "Exports of goods and services (current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Trade",
@@ -241,7 +241,7 @@
   },
   {
     "indicator_id": "wb.DT.DOD.DECT.CD",
-    "indicator_name": "External Debt",
+    "indicator_name": "External debt stocks, total (DOD, current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Debt",
@@ -253,7 +253,7 @@
   },
   {
     "indicator_id": "wb.DT.DOD.DECT.GN.ZS",
-    "indicator_name": "External Debt to GNI",
+    "indicator_name": "External debt stocks (% of GNI)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Debt",
@@ -265,7 +265,7 @@
   },
   {
     "indicator_id": "wb.BX.KLT.DINV.WD.GD.ZS",
-    "indicator_name": "FDI Inflows",
+    "indicator_name": "Foreign direct investment, net inflows (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Trade",
@@ -277,7 +277,7 @@
   },
   {
     "indicator_id": "wb.BM.KLT.DINV.WD.GD.ZS",
-    "indicator_name": "FDI Outflows",
+    "indicator_name": "Foreign direct investment, net outflows (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Trade",
@@ -289,7 +289,7 @@
   },
   {
     "indicator_id": "wb.SL.TLF.CACT.FE.ZS",
-    "indicator_name": "Female Labor Participation",
+    "indicator_name": "Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Employment",
@@ -301,7 +301,7 @@
   },
   {
     "indicator_id": "wb.SP.DYN.TFRT.IN",
-    "indicator_name": "Fertility Rate",
+    "indicator_name": "Fertility rate, total (births per woman)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Population",
@@ -313,7 +313,7 @@
   },
   {
     "indicator_id": "wb.AG.LND.FRST.ZS",
-    "indicator_name": "Forest Area",
+    "indicator_name": "Forest area (% of land area)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Energy",
@@ -325,7 +325,7 @@
   },
   {
     "indicator_id": "wb.NY.GDP.MKTP.CD",
-    "indicator_name": "GDP",
+    "indicator_name": "GDP (current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -337,7 +337,7 @@
   },
   {
     "indicator_id": "wb.NY.GDP.DEFL.KD.ZG",
-    "indicator_name": "GDP Deflator",
+    "indicator_name": "Inflation, GDP deflator (annual %)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -349,7 +349,7 @@
   },
   {
     "indicator_id": "wb.NY.GDP.MKTP.KD.ZG",
-    "indicator_name": "GDP Growth",
+    "indicator_name": "GDP growth (annual %)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -361,7 +361,7 @@
   },
   {
     "indicator_id": "wb.NY.GDP.PCAP.CD",
-    "indicator_name": "GDP per Capita",
+    "indicator_name": "GDP per capita (current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -373,7 +373,7 @@
   },
   {
     "indicator_id": "wb.NY.GDP.PCAP.PP.CD",
-    "indicator_name": "GDP per Capita PPP",
+    "indicator_name": "GDP per capita, PPP (current international $)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -385,7 +385,7 @@
   },
   {
     "indicator_id": "wb.NY.GDP.MKTP.PP.CD",
-    "indicator_name": "GDP PPP",
+    "indicator_name": "GDP, PPP (current international $)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -397,7 +397,7 @@
   },
   {
     "indicator_id": "wb.SI.POV.GINI",
-    "indicator_name": "Gini Index",
+    "indicator_name": "Gini index",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Inequality",
@@ -409,7 +409,7 @@
   },
   {
     "indicator_id": "wb.NY.GNP.MKTP.CD",
-    "indicator_name": "GNI",
+    "indicator_name": "GNI (current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -421,7 +421,7 @@
   },
   {
     "indicator_id": "wb.NY.GNP.PCAP.CD",
-    "indicator_name": "GNI per Capita",
+    "indicator_name": "GNI per capita (current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -433,7 +433,7 @@
   },
   {
     "indicator_id": "wb.GC.XPN.TOTL.GD.ZS",
-    "indicator_name": "Government Spending",
+    "indicator_name": "Expense (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Government",
@@ -445,7 +445,7 @@
   },
   {
     "indicator_id": "wb.NY.GNS.ICTR.ZS",
-    "indicator_name": "Gross Savings",
+    "indicator_name": "Gross savings (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -457,7 +457,7 @@
   },
   {
     "indicator_id": "wb.SH.XPD.CHEX.PC.CD",
-    "indicator_name": "Health Expenditure per Capita",
+    "indicator_name": "Current health expenditure per capita (current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Health",
@@ -469,7 +469,7 @@
   },
   {
     "indicator_id": "wb.SH.XPD.CHEX.GD.ZS",
-    "indicator_name": "Health Spending",
+    "indicator_name": "Current health expenditure (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Government",
@@ -481,7 +481,7 @@
   },
   {
     "indicator_id": "wb.TX.VAL.TECH.MF.ZS",
-    "indicator_name": "High-tech Exports",
+    "indicator_name": "High-technology exports (% of manufactured exports)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Technology",
@@ -493,7 +493,7 @@
   },
   {
     "indicator_id": "wb.SH.MED.BEDS.ZS",
-    "indicator_name": "Hospital Beds",
+    "indicator_name": "Hospital beds (per 1,000 people)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Health",
@@ -505,7 +505,7 @@
   },
   {
     "indicator_id": "wb.BM.GSR.GNFS.CD",
-    "indicator_name": "Imports",
+    "indicator_name": "Imports of goods and services (current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Trade",
@@ -517,7 +517,7 @@
   },
   {
     "indicator_id": "wb.SI.DST.FRST.10",
-    "indicator_name": "Income Share Bottom 10%",
+    "indicator_name": "Income share held by lowest 10%",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Inequality",
@@ -529,7 +529,7 @@
   },
   {
     "indicator_id": "wb.SI.DST.10TH.10",
-    "indicator_name": "Income Share Top 10%",
+    "indicator_name": "Income share held by highest 10%",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Inequality",
@@ -541,7 +541,7 @@
   },
   {
     "indicator_id": "wb.SL.IND.EMPL.ZS",
-    "indicator_name": "Industry Employment",
+    "indicator_name": "Employment in industry (% of total employment) (modeled ILO estimate)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Employment",
@@ -553,7 +553,7 @@
   },
   {
     "indicator_id": "wb.NV.IND.TOTL.ZS",
-    "indicator_name": "Industry Value Added",
+    "indicator_name": "Industry (including construction), value added (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -565,7 +565,7 @@
   },
   {
     "indicator_id": "wb.SP.DYN.IMRT.IN",
-    "indicator_name": "Infant Mortality Rate",
+    "indicator_name": "Mortality rate, infant (per 1,000 live births)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Health",
@@ -577,7 +577,7 @@
   },
   {
     "indicator_id": "wb.FP.CPI.TOTL.ZG",
-    "indicator_name": "Inflation Rate",
+    "indicator_name": "Inflation, consumer prices (annual %)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Prices & Inflation",
@@ -589,7 +589,7 @@
   },
   {
     "indicator_id": "wb.FR.INR.LNDP",
-    "indicator_name": "Interest Rate Spread",
+    "indicator_name": "Interest rate spread (lending rate minus deposit rate, %)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Financial Markets",
@@ -601,7 +601,7 @@
   },
   {
     "indicator_id": "wb.GC.XPN.INTP.RV.ZS",
-    "indicator_name": "Interest Payments to Revenue",
+    "indicator_name": "Interest payments (% of revenue)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Debt",
@@ -613,7 +613,7 @@
   },
   {
     "indicator_id": "wb.IT.NET.USER.ZS",
-    "indicator_name": "Internet Users",
+    "indicator_name": "Individuals using the Internet (% of population)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Technology",
@@ -625,7 +625,7 @@
   },
   {
     "indicator_id": "wb.SL.TLF.CACT.ZS",
-    "indicator_name": "Labor Force Participation",
+    "indicator_name": "Labor force participation rate, total (% of total population ages 15+) (modeled ILO estimate)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Employment",
@@ -637,7 +637,7 @@
   },
   {
     "indicator_id": "wb.FR.INR.LEND",
-    "indicator_name": "Lending Rate",
+    "indicator_name": "Lending interest rate (%)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Money",
@@ -649,7 +649,7 @@
   },
   {
     "indicator_id": "wb.SP.DYN.LE00.IN",
-    "indicator_name": "Life Expectancy",
+    "indicator_name": "Life expectancy at birth, total (years)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Population",
@@ -661,7 +661,7 @@
   },
   {
     "indicator_id": "wb.CM.MKT.LDOM.NO",
-    "indicator_name": "Listed Companies",
+    "indicator_name": "Listed domestic companies, total",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Financial Markets",
@@ -673,7 +673,7 @@
   },
   {
     "indicator_id": "wb.SE.ADT.LITR.ZS",
-    "indicator_name": "Literacy Rate",
+    "indicator_name": "Literacy rate, adult total (% of people ages 15 and above)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Education",
@@ -685,7 +685,7 @@
   },
   {
     "indicator_id": "wb.FM.LBL.BMNY.ZG",
-    "indicator_name": "M2 Money Supply Growth",
+    "indicator_name": "Broad money growth (annual %)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Money",
@@ -697,7 +697,7 @@
   },
   {
     "indicator_id": "wb.CM.MKT.LCAP.GD.ZS",
-    "indicator_name": "Market Capitalization",
+    "indicator_name": "Market capitalization of listed domestic companies (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Financial Markets",
@@ -709,7 +709,7 @@
   },
   {
     "indicator_id": "wb.SH.STA.MMRT",
-    "indicator_name": "Maternal Mortality Ratio",
+    "indicator_name": "Maternal mortality ratio (modeled estimate, per 100,000 live births)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Health",
@@ -721,7 +721,7 @@
   },
   {
     "indicator_id": "wb.MS.MIL.XPND.GD.ZS",
-    "indicator_name": "Military Spending",
+    "indicator_name": "Military expenditure (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Government",
@@ -733,7 +733,7 @@
   },
   {
     "indicator_id": "wb.IT.CEL.SETS.P2",
-    "indicator_name": "Mobile Subscriptions",
+    "indicator_name": "Mobile cellular subscriptions (per 100 people)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Technology",
@@ -745,7 +745,7 @@
   },
   {
     "indicator_id": "wb.SM.POP.NETM",
-    "indicator_name": "Net Migration",
+    "indicator_name": "Net migration",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Population",
@@ -757,7 +757,7 @@
   },
   {
     "indicator_id": "wb.FB.AST.NPER.ZS",
-    "indicator_name": "Non-Performing Loans",
+    "indicator_name": "Bank nonperforming loans to total gross loans (%)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Money",
@@ -769,7 +769,7 @@
   },
   {
     "indicator_id": "wb.IP.PAT.RESD",
-    "indicator_name": "Patent Applications",
+    "indicator_name": "Patent applications, residents",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Technology",
@@ -781,7 +781,7 @@
   },
   {
     "indicator_id": "wb.SH.MED.PHYS.ZS",
-    "indicator_name": "Physicians",
+    "indicator_name": "Physicians (per 1,000 people)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Health",
@@ -793,7 +793,7 @@
   },
   {
     "indicator_id": "wb.SP.POP.TOTL",
-    "indicator_name": "Population",
+    "indicator_name": "Population, total",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Population",
@@ -805,7 +805,7 @@
   },
   {
     "indicator_id": "wb.EN.POP.DNST",
-    "indicator_name": "Population Density",
+    "indicator_name": "Population density (people per sq. km of land area)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Population",
@@ -817,7 +817,7 @@
   },
   {
     "indicator_id": "wb.SP.POP.GROW",
-    "indicator_name": "Population Growth",
+    "indicator_name": "Population growth (annual %)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Population",
@@ -829,7 +829,7 @@
   },
   {
     "indicator_id": "wb.SI.POV.DDAY",
-    "indicator_name": "Poverty Rate",
+    "indicator_name": "Poverty headcount ratio at $2.15 a day (2017 PPP) (% of population)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Inequality",
@@ -841,7 +841,7 @@
   },
   {
     "indicator_id": "wb.PA.NUS.PPP",
-    "indicator_name": "PPP Conversion Factor",
+    "indicator_name": "PPP conversion factor, GDP (LCU per international $)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Prices & Inflation",
@@ -853,7 +853,7 @@
   },
   {
     "indicator_id": "wb.SE.PRM.CMPT.ZS",
-    "indicator_name": "Primary Completion Rate",
+    "indicator_name": "Primary completion rate, total (% of relevant age group)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Education",
@@ -865,7 +865,7 @@
   },
   {
     "indicator_id": "wb.SE.PRM.ENRR",
-    "indicator_name": "Primary Enrollment",
+    "indicator_name": "School enrollment, primary (% gross)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Education",
@@ -877,7 +877,7 @@
   },
   {
     "indicator_id": "wb.GB.XPD.RSDV.GD.ZS",
-    "indicator_name": "R&D Spending",
+    "indicator_name": "Research and development expenditure (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Technology",
@@ -889,7 +889,7 @@
   },
   {
     "indicator_id": "wb.FR.INR.RINR",
-    "indicator_name": "Real Interest Rate",
+    "indicator_name": "Real interest rate (%)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Money",
@@ -901,7 +901,7 @@
   },
   {
     "indicator_id": "wb.BX.TRF.PWKR.CD.DT",
-    "indicator_name": "Remittances Received",
+    "indicator_name": "Personal remittances, received (current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Trade",
@@ -913,7 +913,7 @@
   },
   {
     "indicator_id": "wb.EG.FEC.RNEW.ZS",
-    "indicator_name": "Renewable Energy",
+    "indicator_name": "Renewable energy consumption (% of total final energy consumption)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Energy",
@@ -925,7 +925,7 @@
   },
   {
     "indicator_id": "wb.FI.RES.TOTL.CD",
-    "indicator_name": "Foreign Reserves",
+    "indicator_name": "Total reserves (includes gold, current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Currency",
@@ -937,7 +937,7 @@
   },
   {
     "indicator_id": "wb.FI.RES.TOTL.MO",
-    "indicator_name": "Reserves in Months of Imports",
+    "indicator_name": "Total reserves in months of imports",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Currency",
@@ -949,7 +949,7 @@
   },
   {
     "indicator_id": "wb.SE.SEC.ENRR",
-    "indicator_name": "Secondary Enrollment",
+    "indicator_name": "School enrollment, secondary (% gross)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Education",
@@ -961,7 +961,7 @@
   },
   {
     "indicator_id": "wb.SL.SRV.EMPL.ZS",
-    "indicator_name": "Services Employment",
+    "indicator_name": "Employment in services (% of total employment) (modeled ILO estimate)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Employment",
@@ -973,7 +973,7 @@
   },
   {
     "indicator_id": "wb.NV.SRV.TOTL.ZS",
-    "indicator_name": "Services Value Added",
+    "indicator_name": "Services, value added (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Economy & Growth",
@@ -985,7 +985,7 @@
   },
   {
     "indicator_id": "wb.DT.DOD.DSTC.ZS",
-    "indicator_name": "Short-term Debt",
+    "indicator_name": "Short-term debt (% of total external debt)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Debt",
@@ -997,7 +997,7 @@
   },
   {
     "indicator_id": "wb.CM.MKT.TRNR",
-    "indicator_name": "Stock Turnover Ratio",
+    "indicator_name": "Stocks traded, turnover ratio of domestic shares (%)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Financial Markets",
@@ -1009,7 +1009,7 @@
   },
   {
     "indicator_id": "wb.GC.TAX.TOTL.GD.ZS",
-    "indicator_name": "Tax Revenue",
+    "indicator_name": "Tax revenue (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Government",
@@ -1021,7 +1021,7 @@
   },
   {
     "indicator_id": "wb.SE.TER.ENRR",
-    "indicator_name": "Tertiary Enrollment",
+    "indicator_name": "School enrollment, tertiary (% gross)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Education",
@@ -1033,7 +1033,7 @@
   },
   {
     "indicator_id": "wb.ST.INT.RCPT.CD",
-    "indicator_name": "Tourism Receipts",
+    "indicator_name": "International tourism, receipts (current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Trade",
@@ -1045,7 +1045,7 @@
   },
   {
     "indicator_id": "wb.NE.RSB.GNFS.CD",
-    "indicator_name": "Trade Balance",
+    "indicator_name": "External balance on goods and services (current US$)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Trade",
@@ -1057,7 +1057,7 @@
   },
   {
     "indicator_id": "wb.NE.TRD.GNFS.ZS",
-    "indicator_name": "Trade Openness",
+    "indicator_name": "Trade (% of GDP)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Trade",
@@ -1069,7 +1069,7 @@
   },
   {
     "indicator_id": "wb.SL.UEM.TOTL.ZS",
-    "indicator_name": "Unemployment Rate",
+    "indicator_name": "Unemployment, total (% of total labor force) (modeled ILO estimate)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Employment",
@@ -1081,7 +1081,7 @@
   },
   {
     "indicator_id": "wb.SP.URB.TOTL.IN.ZS",
-    "indicator_name": "Urban Population",
+    "indicator_name": "Urban population (% of total population)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Population",
@@ -1093,7 +1093,7 @@
   },
   {
     "indicator_id": "wb.SE.ADT.1524.LT.ZS",
-    "indicator_name": "Youth Literacy Rate",
+    "indicator_name": "Literacy rate, youth total (% of people ages 15-24)",
     "source": "world_bank",
     "source_name": "World Bank",
     "theme": "Education",
@@ -1105,7 +1105,7 @@
   },
   {
     "indicator_id": "wb.SL.UEM.1524.ZS",
-    "indicator_name": "Youth Unemployment",
+    "indicator_name": "Unemployment, youth total (% of total labor force ages 15-24) (modeled ILO estimate)",
     "source": "world_bank",
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