Provides a comprehensive view of available data variables in the WPD package, organized by data source and frequency. This function is typically used before wp_data() to discover available variables and their codes. Variables are grouped by their origin (data source) and can be filtered or searched.
Usage
wp_info(
frequency = NULL,
origin = NULL,
search = NULL,
color = TRUE,
special = NULL,
print = TRUE
)Arguments
- frequency
Character, either "Q" (quarterly), "Y" (yearly), or NULL (both). If NULL (default), displays both quarterly and yearly data.
- origin
Character vector, filter by data source(s). Multiple origins can be specified. Invalid origins trigger a warning. Default is NULL (all origins).
- search
Character vector, search terms to filter data. Searches both Symbol and Indicator columns. Case-insensitive, supports partial matches. Maximum length is limited by available colors. Default is NULL (no search).
- color
Logical, whether to use color highlighting for search matches. Default is TRUE.
- special
Character, specifies special display modes. Currently only "BOP" (Balance of Payments) is supported. Default is NULL.
Logical, whether to print the output to console (default = TRUE)
Value
When print=TRUE (default), displays the data in console. Invisibly returns:
A data frame combining Q and Y data (with Frequency column) when frequency=NULL
A single data frame when frequency is specified ("Q" or "Y")
For special="BOP", returns the filtered Balance of Payments data frame
Details
The function helps users discover available variables through several features:
Variable Naming Patterns: Common suffixes:
\_C: Current prices/values
\_R\_YYYY: Real/constant prices (YYYY is base year)
\_ZS: Percentages/shares
\_CD: Current US dollars
\_KN: Local currency units
\_PC: Per capita values
\_XD: Indices
\_MA/\_FE: Male/Female specific
\_GD: GDP-related
\_IX: Index values
\_IN: Count/number
\_PT: Points/percentages
\_TOT: Total values
\_EST: Estimates
\_ZG: Growth rates
\_KD: Constant dollars
\_PPP: Purchasing Power Parity
\_SA: Seasonally adjusted
\_AD: Adjusted/linked series
\_GI: Global/composite indices
Common prefixes:
NE\_ : National accounts expenditure
NY\_ : National accounts income
BX\_ : Balance of payments credits/exports
BM\_ : Balance of payments debits/imports
SL\_ : Labor market indicators
SP\_ : Population indicators
SE\_ : Education indicators
SH\_ : Health indicators
FI\_ : Financial reserves
EN\_ : Environment indicators
IC\_ : Investment climate
TX\_ : Trade/export indicators
TM\_ : Trade/import indicators
Balance of Payments Mode (special="BOP"): When using special="BOP", displays detailed Balance of Payments relationships with specific prefixes:
i/o: Inward/outward flows
DI/POR/OI: Direct Investment/Portfolio/Other Investment
E/D: Equity/Debt components
Data Sources: The output displays data sources in headers, including major sources like:
IMF IFS (International Financial Statistics)
IMF BOP (Balance of Payments)
BIS Statistics
World Bank Indicators
Data Availability: Some indicators are available in both quarterly (METADATA_Q) and yearly (METADATA_Y) frequencies, while others are specific to one frequency. Both METADATA_Q and METADATA_Y are accessible in the package namespace for direct inspection.
Search Functionality: The search parameter provides flexible filtering:
Searches across both Symbol and Indicator columns simultaneously
Multiple search terms work as OR condition (matches any term)
Case-insensitive and supports partial matches
Search highlighting makes matches easily visible (can be disabled with color=FALSE)
Special Modes: Currently supports "BOP" (Balance of Payments) mode for detailed payment relationships. Future versions will include additional special modes for other data categories and analytical views.
See also
wp_data for using the discovered variables in data retrieval
Examples
# Show quarterly data
wp_info("Q")
#> ############# Quarterly Data (249 variables) #############
#>
#> [WB] Data from World Bank Indicators
#> GDP_C | GDP (current US$) (smoothed)
#> GDP_DEFL | Inflation, GDP deflator (annual %) (smoothed)
#> GDP_DEFL_AD | Inflation, GDP deflator: linked series (annual %) (smoothed)
#> GDP_LCU | GDP (current LCU) (smoothed)
#> GDP_LCU_AD | GDP: linked series (current LCU) (smoothed)
#> GDP_PPP_2021 | GDP, PPP (constant 2021 international $) (smoothed)
#> GDP_PPP_C | GDP, PPP (current international $) (smoothed)
#> GDP_R_2015 | GDP (constant 2015 US$) (smoothed)
#> GDP_WLD_C | World GDP (current USD - smoothed)
#> POP | Population, total (smoothed)
#> POP_1564 | Population ages 15-64, total (smoothed)
#> PRC_IDX_WLD | World Price Index (GDP deflator - Real = Nominal/Price Index)
#>
#> [OECD] Data from Organization for Economic Co-operation and Development, Main Economic Indicators
#> CAPA_USE | Rate of Capacity Utilisation, Manufacturing - Business Tendency Surveys - Seasonally Adjusted (%)
#>
#> [IMF IFS] Data from IMF's International Financial Statistics (IFS)
#> AIP_IX | Economic Activity, Industrial Production, Index (base year:2010=100)
#> AIP_IX | Economic Activity, Industrial Production, Index (base year:1990=100)
#> AIP_IX | Economic Activity, Industrial Production, Index (base year:1985=100)
#> AIP_IX | Economic Activity, Industrial Production, Index (base year:1995=100)
#> AIP_IX | Economic Activity, Industrial Production, Index (base year:2005=100)
#> AIP_IX | Economic Activity, Industrial Production, Index (base year:1970=100)
#> AIP_IX | Economic Activity, Industrial Production, Index (base year:2000=100)
#> AIP_PC_CP_A_PT | Economic Activity, Industrial Production, Percentage change, Corresponding period previous year, Percent
#> AIP_SA_IX | Industrial Production, Seasonally adjusted, Index (base year:2010=100)
#> AIPCO_IX | Economic Activity, Industrial Production, Construction, Index (base year:2010=100)
#> AIPEE_IX | Economic Activity, Industrial Production, Energy, Electricity Production, Index (base year:2010=100)
#> AIPEE_IX | Economic Activity, Industrial Production, Energy, Electricity Production, Index (base year:2005=100)
#> AIPMA_IX | Economic Activity, Industrial Production, Manufacturing, Index (base year:2010=100)
#> AIPMA_IX | Economic Activity, Industrial Production, Manufacturing, Index (base year:2005=100)
#> AIPMI_IX | Economic Activity, Industrial Production, Mining, Index (base year:2010=100)
#> AIPMI_IX | Economic Activity, Industrial Production, Mining, Index (base year:1975=100)
#> AIPMI_IX | Economic Activity, Industrial Production, Mining, Index (base year:1990=100)
#> AIPMI_IX | Economic Activity, Industrial Production, Mining, Index (base year:1985=100)
#> AOTN_NUM | Indicators of Economic Activity, Other Indicators. Tourism, Number of Tourist Nights, Number
#> ENDE_XDC_USD_RATE | Exchange Rates, Domestic Currency per U.S. Dollar, End of Period, Rate
#> ENEER_IX | Exchange Rates, Nominal Effective Exchange Rate, Index
#> ENEER_ULC_IX | Exchange Rates, Nominal Effective Exchange Rate based on Unit Labor Costs, Index
#> EREER_IX | Exchange Rates, Real Effective Exchange Rate based on Consumer Price Index, Index
#> EREER_ULC_IX | Exchange Rates, Real Effective Exchange Rate based on Unit Labor Costs, Index
#> FIACF_PA | Financial, Interest Rates, Average Cost of Funds, Percent per Annum
#> FIGB_PA | Financial, Interest Rates, Government Securities, Government Bonds, Percent per annum
#> FIGBY_SM_PA | Financial, Interest Rates, Government Bond Yields, Short- to Medium-Term, Percent per Annum
#> FILR_PA | Financial, Interest Rates, Lending Rate, Percent per annum
#> FITB_PA | Financial, Interest Rates, Government Securities, Treasury Bills, Percent per annum
#> FPE_IX | Financial Market Prices, Equities, Index
#> FPOLM_PA | Financial, Interest Rates, Monetary Policy-Related Interest Rate, Percent per annum
#> LE_IX | Labor Markets, Employment, Index (base year:2010=100)
#> LUR_PT | Labor Markets, Unemployment Rate, Percent
#> LWR_IX | Labor Markets, Wage Rates, Index (base year:2010=100)
#> LWR_IX | Labor Markets, Wage Rates, Index (base year:2005=100)
#> LWR_IX | Labor Markets, Wage Rates, Index (base year:1960=100)
#> LWR_IX | Labor Markets, Wage Rates, Index (base year:1990=100)
#> LWR_IX | Labor Markets, Wage Rates, Index (base year:1965=100)
#> NFI_SA_XDC | Gross Fixed Capital Formation, Nominal, Seasonally Adjusted, Domestic Currency
#> NFID_SA_XDC | Gross Fixed Capital Formation, Dwellings, Nominal, Seasonally Adjusted, Domestic Currency
#> NFIOS_SA_XDC | Gross Fixed Capital Formation, Other Buildings and Structures, Nominal, Seasonally Adjusted, Domestic Currency
#> NFIOT_SA_XDC | Gross Fixed Capital Formation, Machinery and Equipment and Weapon System, Nominal, Seasonally Adjusted, Domestic Currency
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2010)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2018)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2022)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2000)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2007)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2016)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2005)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2012)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2015)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2014)
#> NGDP_SA_XDC | Gross Domestic Product, Nominal, Seasonally Adjusted, Domestic Currency
#> NI_SA_XDC | Gross Capital Formation, Nominal, Seasonally Adjusted, Domestic Currency
#> PMP_IX | Prices, Import Price Index, All Commodities, Index (base year:2010=100)
#> PMP_IX | Prices, Import Price Index, All Commodities, Index (base year:1995=100)
#> PMP_IX | Prices, Import Price Index, All Commodities, Index (base year:2005=100)
#> PMP_IX | Prices, Import Price Index, All Commodities, Index (base year:1970=100)
#> PMP_IX | Prices, Import Price Index, All Commodities, Index (base year:1985=100)
#> PMP_IX | Prices, Import Price Index, All Commodities, Index (base year:2000=100)
#> PPPI_IX | Prices, Producer Price Index, All Commodities, Index (base year:2010=100)
#> PPPI_IX | Prices, Producer Price Index, All Commodities, Index (base year:2005=100)
#> PPPI_IX | Prices, Producer Price Index, All Commodities, Index (base year:1985=100)
#> PPPI_IX | Prices, Producer Price Index, All Commodities, Index (base year:1970=100)
#> PPPI_IX | Prices, Producer Price Index, All Commodities, Index (base year:1990=100)
#> PWPI_IX | Prices, Wholesale Price Index, All Items, Index (base year:2010=100)
#> PWPI_IX | Prices, Wholesale Price Index, All Items, Index (base year:1995=100)
#> PWPI_IX | Prices, Wholesale Price Index, All Items, Index (base year:2005=100)
#> PWPI_IX | Prices, Wholesale Price Index, All Items, Index (base year:1990=100)
#> PWPI_IX | Prices, Wholesale Price Index, All Items, Index (base year:1970=100)
#> PWPI_IX | Prices, Wholesale Price Index, All Items, Index (base year:1965=100)
#> PWPI_IX | Prices, Wholesale Price Index, All Items, Index (base year:1975=100)
#> PWPI_IX | Prices, Wholesale Price Index, All Items, Index (base year:2000=100)
#> PWPI_IX | Prices, Wholesale Price Index, All Items, Index (base year:1985=100)
#> PXP_IX | Prices, Export Price Index, All Commodities, Index (base year:2010=100)
#> PXP_IX | Prices, Export Price Index, All Commodities, Index (base year:2005=100)
#> PXP_IX | Prices, Export Price Index, All Commodities, Index (base year:1970=100)
#> RAFA_MV_USD | Total Reserves, US Dollars (Gold at Market Price)
#> TMG_CIF_USD | External Trade, Goods, Value of Imports, Cost, Insurance, Freight (CIF), US Dollars
#> TMG_R_CIF_IX | External Trade, Goods, Volume of Imports, Cost Insurance Freight (CIF), Index (base year:2010=100)
#> TXG_D_FOB_USD_IX | External Trade, Goods, Deflator/Unit Value of Exports, Free on Board (FOB), in US Dollars, Index (base year:2010=100)
#> TXG_D_FOB_USD_IX | External Trade, Goods, Deflator/Unit Value of Exports, Free on Board (FOB), in US Dollars, Index (base year:1975=100)
#> TXG_D_FOB_USD_IX | External Trade, Goods, Deflator/Unit Value of Exports, Free on Board (FOB), in US Dollars, Index (base year:1980=100)
#> TXG_D_FOB_USD_IX | External Trade, Goods, Deflator/Unit Value of Exports, Free on Board (FOB), in US Dollars, Index (base year:2005=100)
#> TXG_FOB_USD | External Trade, Goods, Value of Exports, Free on Board (FOB), US Dollars
#> TXG_R_FOB_IX | External Trade, Goods, Volume of Exports, Free on Board (FOB), Index (base year:2010=100)
#>
#> [IMF BOP] Data from IMF's Balance of Payments and International Investment Position
#> BP_C | Overall Balance of Payments (Should be 0)
#> BP_R_2023 | Overall Balance of Payments (Should be 0)(constant 2023 USD)
#> CA_C | Capital Account Balance (Excl. Reserves)
#> CA_R_2023 | Capital Account Balance (Excl. Reserves)(constant 2023 USD)
#> CAi_C | Capital Account Inflow (Excl. Reserves)
#> CAi_R_2023 | Capital Account Inflow (Excl. Reserves)(constant 2023 USD)
#> CAo_C | Capital Account Outflow
#> CAo_R_2023 | Capital Account Outflow(constant 2023 USD)
#> CU_C | Current Account Balance
#> CU_R_2023 | Current Account Balance(constant 2023 USD)
#> DER_C | Net Financial Derivatives and Stock Options
#> DER_R_2023 | Net Financial Derivatives and Stock Options(constant 2023 USD)
#> EO_C | Errors and Omissions
#> EO_R_2023 | Errors and Omissions(constant 2023 USD)
#> ExF_C | Exceptional Financing
#> ExF_R_2023 | Exceptional Financing(constant 2023 USD)
#> EXg_C | Exports of Goods
#> EXg_R_2023 | Exports of Goods(constant 2023 USD)
#> EXs_C | Exports of Services
#> EXs_R_2023 | Exports of Services(constant 2023 USD)
#> FA_C | Financial Account Balance (Excl. Excep. Financing)
#> FA_R_2023 | Financial Account Balance (Excl. Excep. Financing)(constant 2023 USD)
#> FER_C | Change in Foreign Exchange Reserves
#> FER_R_2023 | Change in Foreign Exchange Reserves(constant 2023 USD)
#> GBT_C | Goods Trade Balance
#> GBT_R_2023 | Goods Trade Balance(constant 2023 USD)
#> GSI_C | Goods, Services, and Primary Income Balance
#> GSI_R_2023 | Goods, Services, and Primary Income Balance(constant 2023 USD)
#> iDER_C | Financial Derivatives and Stock Options Liabilities
#> iDER_R_2023 | Financial Derivatives and Stock Options Liabilities(constant 2023 USD)
#> iDID_C | Inward Direct Investment (Debt)
#> iDID_R_2023 | Inward Direct Investment (Debt)(constant 2023 USD)
#> iDIE_C | Inward Direct Investment (Equity & Funds)
#> iDIE_R_2023 | Inward Direct Investment (Equity & Funds)(constant 2023 USD)
#> iFDI_C | Inward FDI
#> iFDI_R_2023 | Inward FDI(constant 2023 USD)
#> imfCL_C | Net IMF Credit and Loans
#> imfCL_R_2023 | Net IMF Credit and Loans(constant 2023 USD)
#> imfRE_C | Change in IMF Reserve Assets
#> imfRE_R_2023 | Change in IMF Reserve Assets(constant 2023 USD)
#> IMg_C | Imports of Goods
#> IMg_R_2023 | Imports of Goods(constant 2023 USD)
#> IMs_C | Imports of Services
#> IMs_R_2023 | Imports of Services(constant 2023 USD)
#> iOI_C | Other Investments Incurred
#> iOI_R_2023 | Other Investments Incurred(constant 2023 USD)
#> iOID_C | Other Debt Instruments Incurred
#> iOID_R_2023 | Other Debt Instruments Incurred(constant 2023 USD)
#> iOIE_C | Other Equity Incurred
#> iOIE_R_2023 | Other Equity Incurred(constant 2023 USD)
#> iPOR_C | Inward Portfolio Investments (Incurred)
#> iPOR_R_2023 | Inward Portfolio Investments (Incurred)(constant 2023 USD)
#> iPORD_C | Debt Securities Incurred
#> iPORD_R_2023 | Debt Securities Incurred(constant 2023 USD)
#> iPORE_C | Equity and Investment Funds Incurred
#> iPORE_R_2023 | Equity and Investment Funds Incurred(constant 2023 USD)
#> oDER_C | Financial Derivatives and Stock Options Assets
#> oDER_R_2023 | Financial Derivatives and Stock Options Assets(constant 2023 USD)
#> oDID_C | Outward Direct Investment (Debt)
#> oDID_R_2023 | Outward Direct Investment (Debt)(constant 2023 USD)
#> oDIE_C | Outward Direct Investment (Equity & Funds)
#> oDIE_R_2023 | Outward Direct Investment (Equity & Funds)(constant 2023 USD)
#> oFDI_C | Outward FDI
#> oFDI_R_2023 | Outward FDI(constant 2023 USD)
#> oOI_C | Other Investments Acquired
#> oOI_R_2023 | Other Investments Acquired(constant 2023 USD)
#> oOID_C | Other Debt Instruments Acquired
#> oOID_R_2023 | Other Debt Instruments Acquired(constant 2023 USD)
#> oOIE_C | Other Equity Acquired
#> oOIE_R_2023 | Other Equity Acquired(constant 2023 USD)
#> oPOR_C | Outward Portfolio Investments (Acquired)
#> oPOR_R_2023 | Outward Portfolio Investments (Acquired)(constant 2023 USD)
#> oPORD_C | Debt Securities Acquired
#> oPORD_R_2023 | Debt Securities Acquired(constant 2023 USD)
#> oPORE_C | Equity and Investment Funds Acquired
#> oPORE_R_2023 | Equity and Investment Funds Acquired(constant 2023 USD)
#> PIi_C | Primary Income Received
#> PIi_R_2023 | Primary Income Received(constant 2023 USD)
#> PIo_C | Primary Income Payments
#> PIo_R_2023 | Primary Income Payments(constant 2023 USD)
#> SIi_C | Secondary Income Received
#> SIi_R_2023 | Secondary Income Received(constant 2023 USD)
#> SIo_C | Secondary Income Payments
#> SIo_R_2023 | Secondary Income Payments(constant 2023 USD)
#> TB_C | Trade Balance
#> TB_R_2023 | Trade Balance(constant 2023 USD)
#> TCC_C | Current and Capital Account Balance
#> TCC_R_2023 | Current and Capital Account Balance(constant 2023 USD)
#>
#> [EMDAT] Data from EM-DAT (Emergency Events Database) - CRED (UCLouvain)
#> DIS_BIO_AFF | Biological Disaster (Epidemic, Infestation, Animal incident) - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_BIO_DEATH | Biological Disaster (Epidemic, Infestation, Animal incident) - fatalities (deceased and missing combined)
#> DIS_BIO_DMG | Biological Disaster (Epidemic, Infestation, Animal incident) - Value of all economic losses due to the disaster (thousands of current US dollars)
#> DIS_CLIM_AFF | Climatological Disaster (Drought, Wildfire, Glacial lake outburst flood) - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_CLIM_DEATH | Climatological Disaster (Drought, Wildfire, Glacial lake outburst flood) - fatalities (deceased and missing combined)
#> DIS_CLIM_DMG | Climatological Disaster (Drought, Wildfire, Glacial lake outburst flood) - Value of all economic losses due to the disaster (thousands of current US dollars)
#> DIS_EXT_AFF | Extra-terrestrial Disaster - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_EXT_DMG | Extra-terrestrial Disaster - Value of all economic losses due to the disaster (thousands of current US dollars)
#> DIS_GEO_AFF | Geophysical Disaster (Volcanic activity, Earthquake, Mass movement (dry)) - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_GEO_DEATH | Geophysical Disaster (Volcanic activity, Earthquake, Mass movement (dry)) - fatalities (deceased and missing combined)
#> DIS_GEO_DMG | Geophysical Disaster (Volcanic activity, Earthquake, Mass movement (dry)) - Value of all economic losses due to the disaster (thousands of current US dollars)
#> DIS_HYDRO_AFF | Hydrological Disaster (Flood, Mass movement (wet)) - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_HYDRO_DEATH | Hydrological Disaster (Flood, Mass movement (wet)) - fatalities (deceased and missing combined)
#> DIS_HYDRO_DMG | Hydrological Disaster (Flood, Mass movement (wet)) - Value of all economic losses due to the disaster (thousands of current US dollars)
#> DIS_IND_AFF | Industrial Accident (fire, explosion, gas leak, collapse, chemical or oil spill, etc) - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_IND_DEATH | Industrial Accident (fire, explosion, gas leak, collapse, chemical or oil spill, etc) - fatalities (deceased and missing combined)
#> DIS_IND_DMG | Industrial Accident (fire, explosion, gas leak, collapse, chemical or oil spill, etc) - Value of all economic losses due to the disaster (thousands of current US dollars)
#> DIS_MET_AFF | Meteorological Disaster (storm, extreme temperature, fog) - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_MET_DEATH | Meteorological Disaster (storm, extreme temperature, fog) - fatalities (deceased and missing combined)
#> DIS_MET_DMG | Meteorological Disaster (storm, extreme temperature, fog) - Value of all economic losses due to the disaster (thousands of current US dollars)
#> DIS_MISC_AFF | Miscellaneous Disaster (fire, explosion, collapse, etc.) - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_MISC_DEATH | Miscellaneous Disaster (fire, explosion, collapse, etc.) - fatalities (deceased and missing combined)
#> DIS_MISC_DMG | Miscellaneous Disaster (fire, explosion, collapse, etc.) - Value of all economic losses due to the disaster (thousands of current US dollars)
#> DIS_NAT_AFF | All Natural Disaster (Bio, Clim, Geo, Hydro, Meteo & Extra) - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_NAT_DEATH | All Natural Disaster (Bio, Clim, Geo, Hydro, Meteo & Extra) - fatalities (deceased and missing combined)
#> DIS_NAT_DMG | All Natural Disaster (Bio, Clim, Geo, Hydro, Meteo & Extra) - Value of all economic losses due to the disaster (thousands of current US dollars)
#> DIS_TECH_AFF | All Technological Disaster (Industrial and Miscellaneous accident, Transport) - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_TECH_DEATH | All Technological Disaster (Industrial and Miscellaneous accident, Transport) - fatalities (deceased and missing combined)
#> DIS_TECH_DMG | All Technological Disaster (Industrial and Miscellaneous accident, Transport) - Value of all economic losses due to the disaster (thousands of current US dollars)
#> DIS_TRANS_AFF | Transport Disaster (Water, Rail, Air, Road) - Number of affected people (with physical injuries, trauma, or illness, requiring assistance, or requiring shelter due to their house being damaged)
#> DIS_TRANS_DEATH | Transport Disaster (Water, Rail, Air, Road) - fatalities (deceased and missing combined)
#> DIS_TRANS_DMG | Transport Disaster (Water, Rail, Air, Road) - Value of all economic losses due to the disaster (thousands of current US dollars)
#>
#> [BIS] Data from BIS Statistics
#> CB_ASSET_CD | Central bank, assets, total, BIS-spliced, current USD
#> CB_ASSET_ZS | Central bank, assets, total, BIS-spliced (%GDP)
#> CB_RATE | Central bank policy rates
#> CPI_INFL_RATE | Consumer price index Year-on-year changes (%)
#> CRED_ALL_GVT_CD | Credit from all sectors to central govt (USD)
#> CRED_ALL_GVT_KN | Credit from all sectors to central govt (LCU)
#> CRED_ALL_GVT_ZS | Credit from all sectors to central govt (%GDP)
#> CRED_ALL_HH_CD | Credit from all sectors to households (USD)
#> CRED_ALL_HH_KN | Credit from all sectors to households (LCU)
#> CRED_ALL_HH_ZS | Credit from all sectors to households (%GDP)
#> CRED_ALL_NOFIN_CD | Credit from all sectors to non-financial sector (USD)
#> CRED_ALL_NOFIN_KN | Credit from all sectors to non-financial sector (LCU)
#> CRED_ALL_NOFIN_ZS | Credit from all sectors to non-financial sector (%GDP)
#> CRED_ALL_NOFINFIRM_CD | Credit from all sectors to non-fin corporations (USD)
#> CRED_ALL_NOFINFIRM_KN | Credit from all sectors to non-fin corporations (LCU)
#> CRED_ALL_NOFINFIRM_ZS | Credit from all sectors to non-fin corporations (%GDP)
#> CRED_ALL_NOFINPRIV_CD | Credit from all sectors to private non-fin sector (USD)
#> CRED_ALL_NOFINPRIV_KN | Credit from all sectors to private non-fin sector (LCU)
#> CRED_ALL_NOFINPRIV_ZS | Credit from all sectors to private non-fin sector (%GDP)
#> CRED_BANK_NOFINPRIV_CD | Credit from banks to private non-fin sector (USD)
#> CRED_BANK_NOFINPRIV_KN | Credit from banks to private non-fin sector (LCU)
#> CRED_BANK_NOFINPRIV_ZS | Credit from banks to private non-fin sector (%GDP)
#> CRED_GAP_ALL_NOFINPRIV_ZS | Credit-to-GDP gaps (from all sectors to private non-fin sector - %GDP)
#> DEBT_SERV_HH_ZS | Debt service ratios - households (% of income used to service debt)
#> DEBT_SERV_NOFINFIRM_ZS | Debt service ratios - non-fin corporations (% of income used to service debt)
#> DEBT_SERV_NOFINPRIV_ZS | Debt service ratios - private non-fin sector (% of income used to service debt)
#> EXCH_RATE_USD | Exchange rates against USD (nominal value of 1 USD relative to a given currency - decrease = appreciation against the USD)
#> HOUSE_PRICE_R_2010 | Residential property prices, Real, Index, 2010 = 100
#> REER_BIS | Broad Real Effective Exchange Rates (measure of competitiveness - NEER as geometric trade-weighted averages of bil exch rates)
#>
# Filter by origin
wp_info(origin = c("BIS", "IMF BOP"))
#> ############# Quarterly Data (117/249 variables) #############
#>
#> [IMF BOP] Data from IMF's Balance of Payments and International Investment Position
#> BP_C | Overall Balance of Payments (Should be 0)
#> BP_R_2023 | Overall Balance of Payments (Should be 0)(constant 2023 USD)
#> CA_C | Capital Account Balance (Excl. Reserves)
#> CA_R_2023 | Capital Account Balance (Excl. Reserves)(constant 2023 USD)
#> CAi_C | Capital Account Inflow (Excl. Reserves)
#> CAi_R_2023 | Capital Account Inflow (Excl. Reserves)(constant 2023 USD)
#> CAo_C | Capital Account Outflow
#> CAo_R_2023 | Capital Account Outflow(constant 2023 USD)
#> CU_C | Current Account Balance
#> CU_R_2023 | Current Account Balance(constant 2023 USD)
#> DER_C | Net Financial Derivatives and Stock Options
#> DER_R_2023 | Net Financial Derivatives and Stock Options(constant 2023 USD)
#> EO_C | Errors and Omissions
#> EO_R_2023 | Errors and Omissions(constant 2023 USD)
#> ExF_C | Exceptional Financing
#> ExF_R_2023 | Exceptional Financing(constant 2023 USD)
#> EXg_C | Exports of Goods
#> EXg_R_2023 | Exports of Goods(constant 2023 USD)
#> EXs_C | Exports of Services
#> EXs_R_2023 | Exports of Services(constant 2023 USD)
#> FA_C | Financial Account Balance (Excl. Excep. Financing)
#> FA_R_2023 | Financial Account Balance (Excl. Excep. Financing)(constant 2023 USD)
#> FER_C | Change in Foreign Exchange Reserves
#> FER_R_2023 | Change in Foreign Exchange Reserves(constant 2023 USD)
#> GBT_C | Goods Trade Balance
#> GBT_R_2023 | Goods Trade Balance(constant 2023 USD)
#> GSI_C | Goods, Services, and Primary Income Balance
#> GSI_R_2023 | Goods, Services, and Primary Income Balance(constant 2023 USD)
#> iDER_C | Financial Derivatives and Stock Options Liabilities
#> iDER_R_2023 | Financial Derivatives and Stock Options Liabilities(constant 2023 USD)
#> iDID_C | Inward Direct Investment (Debt)
#> iDID_R_2023 | Inward Direct Investment (Debt)(constant 2023 USD)
#> iDIE_C | Inward Direct Investment (Equity & Funds)
#> iDIE_R_2023 | Inward Direct Investment (Equity & Funds)(constant 2023 USD)
#> iFDI_C | Inward FDI
#> iFDI_R_2023 | Inward FDI(constant 2023 USD)
#> imfCL_C | Net IMF Credit and Loans
#> imfCL_R_2023 | Net IMF Credit and Loans(constant 2023 USD)
#> imfRE_C | Change in IMF Reserve Assets
#> imfRE_R_2023 | Change in IMF Reserve Assets(constant 2023 USD)
#> IMg_C | Imports of Goods
#> IMg_R_2023 | Imports of Goods(constant 2023 USD)
#> IMs_C | Imports of Services
#> IMs_R_2023 | Imports of Services(constant 2023 USD)
#> iOI_C | Other Investments Incurred
#> iOI_R_2023 | Other Investments Incurred(constant 2023 USD)
#> iOID_C | Other Debt Instruments Incurred
#> iOID_R_2023 | Other Debt Instruments Incurred(constant 2023 USD)
#> iOIE_C | Other Equity Incurred
#> iOIE_R_2023 | Other Equity Incurred(constant 2023 USD)
#> iPOR_C | Inward Portfolio Investments (Incurred)
#> iPOR_R_2023 | Inward Portfolio Investments (Incurred)(constant 2023 USD)
#> iPORD_C | Debt Securities Incurred
#> iPORD_R_2023 | Debt Securities Incurred(constant 2023 USD)
#> iPORE_C | Equity and Investment Funds Incurred
#> iPORE_R_2023 | Equity and Investment Funds Incurred(constant 2023 USD)
#> oDER_C | Financial Derivatives and Stock Options Assets
#> oDER_R_2023 | Financial Derivatives and Stock Options Assets(constant 2023 USD)
#> oDID_C | Outward Direct Investment (Debt)
#> oDID_R_2023 | Outward Direct Investment (Debt)(constant 2023 USD)
#> oDIE_C | Outward Direct Investment (Equity & Funds)
#> oDIE_R_2023 | Outward Direct Investment (Equity & Funds)(constant 2023 USD)
#> oFDI_C | Outward FDI
#> oFDI_R_2023 | Outward FDI(constant 2023 USD)
#> oOI_C | Other Investments Acquired
#> oOI_R_2023 | Other Investments Acquired(constant 2023 USD)
#> oOID_C | Other Debt Instruments Acquired
#> oOID_R_2023 | Other Debt Instruments Acquired(constant 2023 USD)
#> oOIE_C | Other Equity Acquired
#> oOIE_R_2023 | Other Equity Acquired(constant 2023 USD)
#> oPOR_C | Outward Portfolio Investments (Acquired)
#> oPOR_R_2023 | Outward Portfolio Investments (Acquired)(constant 2023 USD)
#> oPORD_C | Debt Securities Acquired
#> oPORD_R_2023 | Debt Securities Acquired(constant 2023 USD)
#> oPORE_C | Equity and Investment Funds Acquired
#> oPORE_R_2023 | Equity and Investment Funds Acquired(constant 2023 USD)
#> PIi_C | Primary Income Received
#> PIi_R_2023 | Primary Income Received(constant 2023 USD)
#> PIo_C | Primary Income Payments
#> PIo_R_2023 | Primary Income Payments(constant 2023 USD)
#> SIi_C | Secondary Income Received
#> SIi_R_2023 | Secondary Income Received(constant 2023 USD)
#> SIo_C | Secondary Income Payments
#> SIo_R_2023 | Secondary Income Payments(constant 2023 USD)
#> TB_C | Trade Balance
#> TB_R_2023 | Trade Balance(constant 2023 USD)
#> TCC_C | Current and Capital Account Balance
#> TCC_R_2023 | Current and Capital Account Balance(constant 2023 USD)
#>
#> [BIS] Data from BIS Statistics
#> CB_ASSET_CD | Central bank, assets, total, BIS-spliced, current USD
#> CB_ASSET_ZS | Central bank, assets, total, BIS-spliced (%GDP)
#> CB_RATE | Central bank policy rates
#> CPI_INFL_RATE | Consumer price index Year-on-year changes (%)
#> CRED_ALL_GVT_CD | Credit from all sectors to central govt (USD)
#> CRED_ALL_GVT_KN | Credit from all sectors to central govt (LCU)
#> CRED_ALL_GVT_ZS | Credit from all sectors to central govt (%GDP)
#> CRED_ALL_HH_CD | Credit from all sectors to households (USD)
#> CRED_ALL_HH_KN | Credit from all sectors to households (LCU)
#> CRED_ALL_HH_ZS | Credit from all sectors to households (%GDP)
#> CRED_ALL_NOFIN_CD | Credit from all sectors to non-financial sector (USD)
#> CRED_ALL_NOFIN_KN | Credit from all sectors to non-financial sector (LCU)
#> CRED_ALL_NOFIN_ZS | Credit from all sectors to non-financial sector (%GDP)
#> CRED_ALL_NOFINFIRM_CD | Credit from all sectors to non-fin corporations (USD)
#> CRED_ALL_NOFINFIRM_KN | Credit from all sectors to non-fin corporations (LCU)
#> CRED_ALL_NOFINFIRM_ZS | Credit from all sectors to non-fin corporations (%GDP)
#> CRED_ALL_NOFINPRIV_CD | Credit from all sectors to private non-fin sector (USD)
#> CRED_ALL_NOFINPRIV_KN | Credit from all sectors to private non-fin sector (LCU)
#> CRED_ALL_NOFINPRIV_ZS | Credit from all sectors to private non-fin sector (%GDP)
#> CRED_BANK_NOFINPRIV_CD | Credit from banks to private non-fin sector (USD)
#> CRED_BANK_NOFINPRIV_KN | Credit from banks to private non-fin sector (LCU)
#> CRED_BANK_NOFINPRIV_ZS | Credit from banks to private non-fin sector (%GDP)
#> CRED_GAP_ALL_NOFINPRIV_ZS | Credit-to-GDP gaps (from all sectors to private non-fin sector - %GDP)
#> DEBT_SERV_HH_ZS | Debt service ratios - households (% of income used to service debt)
#> DEBT_SERV_NOFINFIRM_ZS | Debt service ratios - non-fin corporations (% of income used to service debt)
#> DEBT_SERV_NOFINPRIV_ZS | Debt service ratios - private non-fin sector (% of income used to service debt)
#> EXCH_RATE_USD | Exchange rates against USD (nominal value of 1 USD relative to a given currency - decrease = appreciation against the USD)
#> HOUSE_PRICE_R_2010 | Residential property prices, Real, Index, 2010 = 100
#> REER_BIS | Broad Real Effective Exchange Rates (measure of competitiveness - NEER as geometric trade-weighted averages of bil exch rates)
#>
#> ############# Yearly Data (0/888 variables) #############
#>
# Search for GDP-related variables
wp_info(search = "GDP")
#> ############# Quarterly Data (30/249 variables) #############
#>
#> [WB] Data from World Bank Indicators
#> GDP_C | GDP (current US$) (smoothed)
#> GDP_DEFL | Inflation, GDP deflator (annual %) (smoothed)
#> GDP_DEFL_AD | Inflation, GDP deflator: linked series (annual %) (smoothed)
#> GDP_LCU | GDP (current LCU) (smoothed)
#> GDP_LCU_AD | GDP: linked series (current LCU) (smoothed)
#> GDP_PPP_2021 | GDP, PPP (constant 2021 international $) (smoothed)
#> GDP_PPP_C | GDP, PPP (current international $) (smoothed)
#> GDP_R_2015 | GDP (constant 2015 US$) (smoothed)
#> GDP_WLD_C | World GDP (current USD - smoothed)
#> PRC_IDX_WLD | World Price Index (GDP deflator - Real = Nominal/Price Index)
#>
#> [IMF IFS] Data from IMF's International Financial Statistics (IFS)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2010)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2018)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2022)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2000)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2007)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2016)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2005)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2012)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2015)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2014)
#> NGDP_SA_XDC | Gross Domestic Product, Nominal, Seasonally Adjusted, Domestic Currency
#>
#> [BIS] Data from BIS Statistics
#> CB_ASSET_ZS | Central bank, assets, total, BIS-spliced (%GDP)
#> CRED_ALL_GVT_ZS | Credit from all sectors to central govt (%GDP)
#> CRED_ALL_HH_ZS | Credit from all sectors to households (%GDP)
#> CRED_ALL_NOFIN_ZS | Credit from all sectors to non-financial sector (%GDP)
#> CRED_ALL_NOFINFIRM_ZS | Credit from all sectors to non-fin corporations (%GDP)
#> CRED_ALL_NOFINPRIV_ZS | Credit from all sectors to private non-fin sector (%GDP)
#> CRED_BANK_NOFINPRIV_ZS | Credit from banks to private non-fin sector (%GDP)
#> CRED_GAP_ALL_NOFINPRIV_ZS | Credit-to-GDP gaps (from all sectors to private non-fin sector - %GDP)
#>
#> ############# Yearly Data (82/888 variables) #############
#>
#> [WB] Data from World Bank Indicators
#> BG_GSR_NFSV_GD_ZS | Trade in services (% of GDP)
#> BM_KLT_DINV_WD_GD_ZS | Foreign direct investment, net outflows (% of GDP)
#> BN_CAB_XOKA_GD_ZS | Current account balance (% of GDP)
#> BX_KLT_DINV_WD_GD_ZS | Foreign direct investment, net inflows (% of GDP)
#> BX_TRF_PWKR_DT_GD_ZS | Personal remittances, received (% of GDP)
#> CM_MKT_LCAP_GD_ZS | Market capitalization of listed domestic companies (% of GDP)
#> CM_MKT_TRAD_GD_ZS | Stocks traded, total value (% of GDP)
#> EG_EGY_PRIM_PP_KD | Energy intensity level of primary energy (MJ/$2017 PPP GDP)
#> EN_ATM_CO2E_KD_GD | CO2 emissions (kg per 2015 US$ of GDP)
#> EN_ATM_CO2E_PP_GD | CO2 emissions (kg per PPP $ of GDP)
#> EN_ATM_CO2E_PP_GD_KD | CO2 emissions (kg per 2021 PPP $ of GDP)
#> ER_GDP_FWTL_M3_KD | Water productivity, total (constant 2015 US$ GDP per cubic meter of total freshwater withdrawal)
#> FD_AST_PRVT_GD_ZS | Domestic credit to private sector by banks (% of GDP)
#> FM_AST_PRVT_GD_ZS | Monetary Sector credit to private sector (% GDP)
#> FM_LBL_BMNY_GD_ZS | Broad money (% of GDP)
#> FS_AST_CGOV_GD_ZS | Claims on central government, etc. (% GDP)
#> FS_AST_DOMS_GD_ZS | Domestic credit provided by financial sector (% of GDP)
#> FS_AST_PRVT_GD_ZS | Domestic credit to private sector (% of GDP)
#> GB_XPD_RSDV_GD_ZS | Research and development expenditure (% of GDP)
#> GC_AST_TOTL_GD_ZS | Net acquisition of financial assets (% of GDP)
#> GC_DOD_TOTL_GD_ZS | Central government debt, total (% of GDP)
#> GC_LBL_TOTL_GD_ZS | Net incurrence of liabilities, total (% of GDP)
#> GC_NFN_TOTL_GD_ZS | Net investment in nonfinancial assets (% of GDP)
#> GC_NLD_TOTL_GD_ZS | Net lending (+) / net borrowing (-) (% of GDP)
#> GC_REV_XGRT_GD_ZS | Revenue, excluding grants (% of GDP)
#> GC_TAX_TOTL_GD_ZS | Tax revenue (% of GDP)
#> GC_XPN_TOTL_GD_ZS | Expense (% of GDP)
#> GDP_C_Y | GDP (current US$)
#> GDP_DEFL_AD_Y | Inflation, GDP deflator: linked series (annual %)
#> GDP_DEFL_Y | Inflation, GDP deflator (annual %)
#> GDP_LCU_AD_Y | GDP: linked series (current LCU)
#> GDP_LCU_Y | GDP (current LCU)
#> GDP_PPP_2021_Y | GDP, PPP (constant 2021 international $)
#> GDP_PPP_C_Y | GDP, PPP (current international $)
#> GDP_R_2015_Y | GDP (constant 2015 US$)
#> MS_MIL_XPND_GD_ZS | Military expenditure (% of GDP)
#> NE_CON_GOVT_ZS | General government final consumption expenditure (% of GDP)
#> NE_CON_PRVT_ZS | Households and NPISHs final consumption expenditure (% of GDP)
#> NE_CON_TOTL_ZS | Final consumption expenditure (% of GDP)
#> NE_DAB_TOTL_ZS | Gross national expenditure (% of GDP)
#> NE_EXP_GNFS_ZS | Exports of goods and services (% of GDP)
#> NE_GDI_FPRV_ZS | Gross fixed capital formation, private sector (% of GDP)
#> NE_GDI_FTOT_ZS | Gross fixed capital formation (% of GDP)
#> NE_GDI_TOTL_ZS | Gross capital formation (% of GDP)
#> NE_IMP_GNFS_ZS | Imports of goods and services (% of GDP)
#> NE_RSB_GNFS_ZS | External balance on goods and services (% of GDP)
#> NE_TRD_GNFS_ZS | Trade (% of GDP)
#> NV_AGR_TOTL_ZS | Agriculture, forestry, and fishing, value added (% of GDP)
#> NV_IND_MANF_ZS | Manufacturing, value added (% of GDP)
#> NV_IND_TOTL_ZS | Industry (including construction), value added (% of GDP)
#> NV_SRV_TOTL_ZS | Services, value added (% of GDP)
#> NY_GDP_COAL_RT_ZS | Coal rents (% of GDP)
#> NY_GDP_DEFL_ZS | GDP deflator (base year varies by country)
#> NY_GDP_DEFL_ZS_AD | GDP deflator: linked series (base year varies by country)
#> NY_GDP_FCST_CD | Gross value added at basic prices (GVA) (current US$)
#> NY_GDP_FRST_RT_ZS | Forest rents (% of GDP)
#> NY_GDP_MINR_RT_ZS | Mineral rents (% of GDP)
#> NY_GDP_MKTP_KD_ZG | GDP growth (annual %)
#> NY_GDP_NGAS_RT_ZS | Natural gas rents (% of GDP)
#> NY_GDP_PCAP_CD | GDP per capita (current US$)
#> NY_GDP_PCAP_KD | GDP per capita (constant 2015 US$)
#> NY_GDP_PCAP_KD_ZG | GDP per capita growth (annual %)
#> NY_GDP_PCAP_PP_CD | GDP per capita, PPP (current international $)
#> NY_GDP_PCAP_PP_KD | GDP per capita, PPP (constant 2021 international $)
#> NY_GDP_PETR_RT_ZS | Oil rents (% of GDP)
#> NY_GDP_TOTL_RT_ZS | Total natural resources rents (% of GDP)
#> NY_GDS_TOTL_ZS | Gross domestic savings (% of GDP)
#> NY_GNS_ICTR_ZS | Gross savings (% of GDP)
#> PA_NUS_PPP | PPP conversion factor, GDP (LCU per international $)
#> PA_NUS_PPPC_RF | Price level ratio of PPP conversion factor (GDP) to market exchange rate
#> SE_XPD_TOTL_GD_ZS | Government expenditure on education, total (% of GDP)
#> SH_XPD_CHEX_GD_ZS | Current health expenditure (% of GDP)
#> SH_XPD_GHED_GD_ZS | Domestic general government health expenditure (% of GDP)
#> SL_GDP_PCAP_EM_KD | GDP per person employed (constant 2021 PPP $)
#> TG_VAL_TOTL_GD_ZS | Merchandise trade (% of GDP)
#>
#> [MP] Data from Maddison Project Database 2023
#> GDP_PPP_PC_MP | Real GDP (PPP) per capita in 2011$
#>
#> [JST] Data from JORDA-SCHULARICK-TAYLOR MACROHISTORY DATABASE (Jorda, et al., 2017. 'Macrofinancial History and the New Business Cycle Facts.')
#> DEBTGDP_JST | Public debt-to-GDP ratio
#> GDP_JST | GDP (nominal, local currency)
#> IY_JST | Investment-to-GDP ratio
#> RGDPBARRO_JST | Real GDP per capita (index, 2005=100)
#>
#> [BoC-BoE] Data from BoC-BoE Sovereign Default Database (Beers, Ndukwe and Charron, 2024)
#> WLD_DEFRATE_EME | Defaulted emerging-market public debt as a share of emerging-market GDP (excluding China) (%)
#> WLD_DEFRATE_GDP | Defaulted global public debt as a share of world GDP (%)
#>
# Multiple search terms with color highlighting
wp_info(search = c("GDP", "growth"))
#> ############# Quarterly Data (0/249 variables) #############
#>
#> ############# Yearly Data (2/888 variables) #############
#>
#> [WB] Data from World Bank Indicators
#> NY_GDP_MKTP_KD_ZG | GDP growth (annual %)
#> NY_GDP_PCAP_KD_ZG | GDP per capita growth (annual %)
#>
# Display Balance of Payments relationships
wp_info(special = "BOP")
#> Warning: Terminal width (80) may be too narrow for proper display. Consider increasing with options(width = 120)
#> Short | Symbol | Relation | Original
#> ---------------------------------------------------------------------------------
#> Exports of Goods | EXg | EXg (included in GBT | Current Account, Goods
#> | | and then in TB) | and Services, Goods,
#> | | | Credit, US Dollars
#>
#> Imports of Goods | IMg | IMg (included in GBT | Current Account, Goods
#> | | and then in TB) | and Services, Goods,
#> | | | Debit, US Dollars
#>
#> Goods Trade | GBT | GBT = EXg - IMg | Current Account, Goods
#> Balance | | (included in TB and | and Services, Goods,
#> | | then in GSI) | Net, US Dollars
#>
#> Exports of | EXs | EXs (included in TB) | Current Account, Goods
#> Services | | | and Services, Services,
#> | | | Credit, US Dollars
#>
#> Imports of | IMs | IMs (included in TB) | Current Account, Goods
#> Services | | | and Services, Services,
#> | | | Debit, US Dollars
#>
#> Trade Balance | TB | TB = (EXg - IMg) + | Current Account, Goods
#> | | (EXs - IMs) = GBT + | and Services, Net, US
#> | | (EXs - IMs) | Dollars
#>
#> Primary Income | PIo | PIo (PIi+PIo = | Current Account, Primary
#> Payments | | Primary Income | | Income, Debit, US
#> | | included in CU) | Dollars
#>
#> Primary Income | PIi | PIi (PIi+PIo = | Current Account, Primary
#> Received | | Primary Income | | Income, Credit, US
#> | | included in CU) | Dollars
#>
#> Secondary Income | SIo | SIo (SIi+SIo = | Current Account,
#> Payments | | Secondary Income | | Secondary Income, Debit,
#> | | included in CU) | US Dollars
#>
#> Secondary Income | SIi | SIi (SIi+SIo = | Secondary Income, Credit
#> Received | | Secondary Income | | (Excluding Exceptional
#> | | included in CU) | Financing), US Dollars
#>
#> Goods, Services, | GSI | GSI = TB + (PIi - PIo) | Balance on Goods,
#> and Primary | | | Services, and Income, US
#> Income Balance | | | Dollars
#>
#> Current Account | CU | CU = GSI + (SIi - SIo) | Current Account, Net
#> Balance | | | (Excluding Exceptional
#> | | | Financing), US Dollars
#>
#> Capital Account | CAo | CAo (included in CA) | Capital Account, Total,
#> Outflow | | | Debit, US Dollars
#>
#> Capital Account | CAi | CAi (included in CA) | Capital Account, Credit
#> Inflow (Excl. | | | (Excludes Reserves and
#> Reserves) | | | Related Items), US
#> | | | Dollars
#>
#> Capital Account | CA | CA = CAi - CAo | | Capital Account
#> Balance (Excl. | | included in TCC | (Excludes Reserves and
#> Reserves) | | | Related Items), US
#> | | | Dollars
#>
#> Outward Direct | oDID | oDID (subset of oFDI) | Financial Account, Net
#> Investment (Debt) | | | Lending (+) / Net
#> | | | Borrowing (-) (Balance
#> | | | from Financial Account),
#> | | | Direct Investment, Net
#> | | | Acquisition of Financial
#> | | | Assets, Debt
#> | | | Instruments, US Dollars
#>
#> Outward Direct | oDIE | oDIE (subset of oFDI) | Financial Account, Net
#> Investment | | | Lending (+) / Net
#> (Equity & Funds) | | | Borrowing (-) (Balance
#> | | | from Financial Account),
#> | | | Direct Investment, Net
#> | | | Acquisition of Financial
#> | | | Assets, Equity and
#> | | | Investment Fund Shares,
#> | | | US Dollars
#>
#> Outward FDI | oFDI | oFDI = oDID + oDIE | Financial Account, Net
#> | | | Lending (+) / Net
#> | | | Borrowing (-) (Balance
#> | | | from Financial Account),
#> | | | Direct Investment, Net
#> | | | Acquisition of Financial
#> | | | Assets, US Dollars
#>
#> Inward Direct | iDID | iDID (subset of iFDI) | Direct Investment: Net
#> Investment (Debt) | | | Incurrence of
#> | | | Liabilities: Debt
#> | | | Instruments (Excluding
#> | | | Exceptional Financing),
#> | | | US Dollars
#>
#> Inward Direct | iDIE | iDIE (subset of iFDI) | Direct Investment, Net
#> Investment | | | Incurrence of
#> (Equity & Funds) | | | Liabilities, Equity and
#> | | | Investment Fund Shares
#> | | | (Excluding Exceptional
#> | | | Financing), US Dollars
#>
#> Inward FDI | iFDI | iFDI = iDID + iDIE | Direct Investment, Net
#> | | | Incurrence of
#> | | | Liabilities (Excluding
#> | | | Exceptional Financing),
#> | | | US Dollars
#>
#> Debt Securities | oPORD | oPORD (subset of oPOR) | Financial Account,
#> Acquired | | | Portfolio Investment,
#> | | | Net Acquisition of
#> | | | Financial Assets, Debt
#> | | | Securities, US Dollars
#>
#> Equity and | oPORE | oPORE (subset of oPOR) | Financial Account,
#> Investment Funds | | | Portfolio Investment,
#> Acquired | | | Net Acquisition of
#> | | | Financial Assets, Equity
#> | | | and Investment Fund
#> | | | Shares, US Dollars
#>
#> Outward Portfolio | oPOR | oPOR = oPORD + oPORE | Financial Account,
#> Investments | | | Portfolio Investment,
#> (Acquired) | | | Net Acquisition of
#> | | | Financial Assets, US
#> | | | Dollars
#>
#> Debt Securities | iPORD | iPORD (subset of iPOR) | Portfolio Investment,
#> Incurred | | | Net Incurrence of
#> | | | Liabilities, Debt
#> | | | Securities (Excluding
#> | | | Exceptional Financing),
#> | | | US Dollars
#>
#> Equity and | iPORE | iPORE (subset of iPOR) | Portfolio Investment,
#> Investment Funds | | | Net Incurrence of
#> Incurred | | | Liabilities, Equity
#> | | | Securities (Excluding
#> | | | Exceptional Financing),
#> | | | US Dollars
#>
#> Inward Portfolio | iPOR | iPOR = iPORD + iPORE | Portfolio Investment,
#> Investments | | | Net Incurrence of
#> (Incurred) | | | Liabilities (Excluding
#> | | | Exceptional Financing),
#> | | | US Dollars
#>
#> Financial | iDER | iDER (included in DER) | Financial Account,
#> Derivatives and | | | Financial Derivatives
#> Stock Options | | | (Other Than Reserves)
#> Liabilities | | | and Employee Stock
#> | | | Options, Net Incurrence
#> | | | of Liabilities, US
#> | | | Dollars
#>
#> Financial | oDER | oDER (included in DER) | Financial Account,
#> Derivatives and | | | Financial Derivatives
#> Stock Options | | | (Other Than Reserves)
#> Assets | | | and Employee Stock
#> | | | Options, Net Acquisition
#> | | | of Financial Assets, US
#> | | | Dollars
#>
#> Net Financial | DER | DER = oDER - iDER | Financial Account,
#> Derivatives and | | (included in FA) | Financial Derivatives
#> Stock Options | | | (Other Than Reserves)
#> | | | and Employee Stock
#> | | | Options, US Dollars
#>
#> Other Debt | oOID | oOID (included in oOI | Financial Account, Other
#> Instruments | | | include bank loans) | Investment, Net
#> Acquired | | | Acquisition of Financial
#> | | | Assets, Debt
#> | | | Instruments, US Dollars
#>
#> Other Equity | oOIE | oOIE (included in oOI) | Financial Account, Other
#> Acquired | | | Investment, Other
#> | | | Equity, Net Acquisition
#> | | | of Financial Assets, US
#> | | | Dollars
#>
#> Other Investments | oOI | oOI ~= oOID + oOIE | Financial Account, Other
#> Acquired | | | Investment, Net
#> | | | Acquisition of Financial
#> | | | Assets, US Dollars
#>
#> Other Debt | iOID | iOID (included in iOI | Other Investment: Net
#> Instruments | | | include bank loans | Incurrence of
#> Incurred | | | Liabilities, Debt
#> | | | Instruments (Excluding
#> | | | Exceptional Financing),
#> | | | US Dollars
#>
#> Other Equity | iOIE | iOIE (included in iOI) | Other Investment: Other
#> Incurred | | | Equity: Net Incurrence
#> | | | of Liabilities
#> | | | (Excluding Exceptional
#> | | | Financing), US Dollars
#>
#> Other Investments | iOI | iOI ~= iOID + iOIE | Financial Account, Net
#> Incurred | | | (excluding exceptional
#> | | | financing), Other
#> | | | investment, Net
#> | | | incurrence of
#> | | | liabilities (excluding
#> | | | exceptional financing),
#> | | | US Dollars
#>
#> Financial Account | FA | FA(excl.ExF) = FDI + | Financial Account, Net
#> Balance (Excl. | | POR + OI + DER | (Excluding Exceptional
#> Excep. Financing) | | | Financing), US Dollars
#>
#> Exceptional | ExF | ExF (included in FA) | Exceptional Financing,
#> Financing | | | US Dollars
#>
#> Change in Foreign | FER | FER (includes imfRE) | Reserves and Related
#> Exchange Reserves | | | items, US Dollars
#>
#> Change in IMF | imfRE | imfRE (subset of FER) | Reserve Assets (with
#> Reserve Assets | | | Fund Record), US Dollars
#>
#> Net IMF Credit | imfCL | imfCL | Net Credit and Loans
#> and Loans | | | from the IMF (Excluding
#> | | | Reserve Position), US
#> | | | Dollars
#>
#> Current and | TCC | TCC = CU + CA | Total Current + Capital
#> Capital Account | | | Account, US Dollars
#> Balance | | |
#>
#> Errors and | EO | EO | theory: BP + EO | Errors and Omissions
#> Omissions | | = 0 | (with Fund Record), US
#> | | | Dollars
#>
#> Overall Balance | BP | BP = CU + CA + | Current Acct + Capital
#> of Payments | | (FA+ExF) | theory: BP | Acct + Financial Acct,
#> (Should be 0) | | + EO = 0 | US Dollars
#>
# Common workflow with wp_data()
# 1. Discover available GDP variables
wp_info(search = "GDP")
#> ############# Quarterly Data (30/249 variables) #############
#>
#> [WB] Data from World Bank Indicators
#> GDP_C | GDP (current US$) (smoothed)
#> GDP_DEFL | Inflation, GDP deflator (annual %) (smoothed)
#> GDP_DEFL_AD | Inflation, GDP deflator: linked series (annual %) (smoothed)
#> GDP_LCU | GDP (current LCU) (smoothed)
#> GDP_LCU_AD | GDP: linked series (current LCU) (smoothed)
#> GDP_PPP_2021 | GDP, PPP (constant 2021 international $) (smoothed)
#> GDP_PPP_C | GDP, PPP (current international $) (smoothed)
#> GDP_R_2015 | GDP (constant 2015 US$) (smoothed)
#> GDP_WLD_C | World GDP (current USD - smoothed)
#> PRC_IDX_WLD | World Price Index (GDP deflator - Real = Nominal/Price Index)
#>
#> [IMF IFS] Data from IMF's International Financial Statistics (IFS)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2010)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2018)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2022)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2000)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2007)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2016)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2005)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2012)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2015)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2014)
#> NGDP_SA_XDC | Gross Domestic Product, Nominal, Seasonally Adjusted, Domestic Currency
#>
#> [BIS] Data from BIS Statistics
#> CB_ASSET_ZS | Central bank, assets, total, BIS-spliced (%GDP)
#> CRED_ALL_GVT_ZS | Credit from all sectors to central govt (%GDP)
#> CRED_ALL_HH_ZS | Credit from all sectors to households (%GDP)
#> CRED_ALL_NOFIN_ZS | Credit from all sectors to non-financial sector (%GDP)
#> CRED_ALL_NOFINFIRM_ZS | Credit from all sectors to non-fin corporations (%GDP)
#> CRED_ALL_NOFINPRIV_ZS | Credit from all sectors to private non-fin sector (%GDP)
#> CRED_BANK_NOFINPRIV_ZS | Credit from banks to private non-fin sector (%GDP)
#> CRED_GAP_ALL_NOFINPRIV_ZS | Credit-to-GDP gaps (from all sectors to private non-fin sector - %GDP)
#>
#> ############# Yearly Data (82/888 variables) #############
#>
#> [WB] Data from World Bank Indicators
#> BG_GSR_NFSV_GD_ZS | Trade in services (% of GDP)
#> BM_KLT_DINV_WD_GD_ZS | Foreign direct investment, net outflows (% of GDP)
#> BN_CAB_XOKA_GD_ZS | Current account balance (% of GDP)
#> BX_KLT_DINV_WD_GD_ZS | Foreign direct investment, net inflows (% of GDP)
#> BX_TRF_PWKR_DT_GD_ZS | Personal remittances, received (% of GDP)
#> CM_MKT_LCAP_GD_ZS | Market capitalization of listed domestic companies (% of GDP)
#> CM_MKT_TRAD_GD_ZS | Stocks traded, total value (% of GDP)
#> EG_EGY_PRIM_PP_KD | Energy intensity level of primary energy (MJ/$2017 PPP GDP)
#> EN_ATM_CO2E_KD_GD | CO2 emissions (kg per 2015 US$ of GDP)
#> EN_ATM_CO2E_PP_GD | CO2 emissions (kg per PPP $ of GDP)
#> EN_ATM_CO2E_PP_GD_KD | CO2 emissions (kg per 2021 PPP $ of GDP)
#> ER_GDP_FWTL_M3_KD | Water productivity, total (constant 2015 US$ GDP per cubic meter of total freshwater withdrawal)
#> FD_AST_PRVT_GD_ZS | Domestic credit to private sector by banks (% of GDP)
#> FM_AST_PRVT_GD_ZS | Monetary Sector credit to private sector (% GDP)
#> FM_LBL_BMNY_GD_ZS | Broad money (% of GDP)
#> FS_AST_CGOV_GD_ZS | Claims on central government, etc. (% GDP)
#> FS_AST_DOMS_GD_ZS | Domestic credit provided by financial sector (% of GDP)
#> FS_AST_PRVT_GD_ZS | Domestic credit to private sector (% of GDP)
#> GB_XPD_RSDV_GD_ZS | Research and development expenditure (% of GDP)
#> GC_AST_TOTL_GD_ZS | Net acquisition of financial assets (% of GDP)
#> GC_DOD_TOTL_GD_ZS | Central government debt, total (% of GDP)
#> GC_LBL_TOTL_GD_ZS | Net incurrence of liabilities, total (% of GDP)
#> GC_NFN_TOTL_GD_ZS | Net investment in nonfinancial assets (% of GDP)
#> GC_NLD_TOTL_GD_ZS | Net lending (+) / net borrowing (-) (% of GDP)
#> GC_REV_XGRT_GD_ZS | Revenue, excluding grants (% of GDP)
#> GC_TAX_TOTL_GD_ZS | Tax revenue (% of GDP)
#> GC_XPN_TOTL_GD_ZS | Expense (% of GDP)
#> GDP_C_Y | GDP (current US$)
#> GDP_DEFL_AD_Y | Inflation, GDP deflator: linked series (annual %)
#> GDP_DEFL_Y | Inflation, GDP deflator (annual %)
#> GDP_LCU_AD_Y | GDP: linked series (current LCU)
#> GDP_LCU_Y | GDP (current LCU)
#> GDP_PPP_2021_Y | GDP, PPP (constant 2021 international $)
#> GDP_PPP_C_Y | GDP, PPP (current international $)
#> GDP_R_2015_Y | GDP (constant 2015 US$)
#> MS_MIL_XPND_GD_ZS | Military expenditure (% of GDP)
#> NE_CON_GOVT_ZS | General government final consumption expenditure (% of GDP)
#> NE_CON_PRVT_ZS | Households and NPISHs final consumption expenditure (% of GDP)
#> NE_CON_TOTL_ZS | Final consumption expenditure (% of GDP)
#> NE_DAB_TOTL_ZS | Gross national expenditure (% of GDP)
#> NE_EXP_GNFS_ZS | Exports of goods and services (% of GDP)
#> NE_GDI_FPRV_ZS | Gross fixed capital formation, private sector (% of GDP)
#> NE_GDI_FTOT_ZS | Gross fixed capital formation (% of GDP)
#> NE_GDI_TOTL_ZS | Gross capital formation (% of GDP)
#> NE_IMP_GNFS_ZS | Imports of goods and services (% of GDP)
#> NE_RSB_GNFS_ZS | External balance on goods and services (% of GDP)
#> NE_TRD_GNFS_ZS | Trade (% of GDP)
#> NV_AGR_TOTL_ZS | Agriculture, forestry, and fishing, value added (% of GDP)
#> NV_IND_MANF_ZS | Manufacturing, value added (% of GDP)
#> NV_IND_TOTL_ZS | Industry (including construction), value added (% of GDP)
#> NV_SRV_TOTL_ZS | Services, value added (% of GDP)
#> NY_GDP_COAL_RT_ZS | Coal rents (% of GDP)
#> NY_GDP_DEFL_ZS | GDP deflator (base year varies by country)
#> NY_GDP_DEFL_ZS_AD | GDP deflator: linked series (base year varies by country)
#> NY_GDP_FCST_CD | Gross value added at basic prices (GVA) (current US$)
#> NY_GDP_FRST_RT_ZS | Forest rents (% of GDP)
#> NY_GDP_MINR_RT_ZS | Mineral rents (% of GDP)
#> NY_GDP_MKTP_KD_ZG | GDP growth (annual %)
#> NY_GDP_NGAS_RT_ZS | Natural gas rents (% of GDP)
#> NY_GDP_PCAP_CD | GDP per capita (current US$)
#> NY_GDP_PCAP_KD | GDP per capita (constant 2015 US$)
#> NY_GDP_PCAP_KD_ZG | GDP per capita growth (annual %)
#> NY_GDP_PCAP_PP_CD | GDP per capita, PPP (current international $)
#> NY_GDP_PCAP_PP_KD | GDP per capita, PPP (constant 2021 international $)
#> NY_GDP_PETR_RT_ZS | Oil rents (% of GDP)
#> NY_GDP_TOTL_RT_ZS | Total natural resources rents (% of GDP)
#> NY_GDS_TOTL_ZS | Gross domestic savings (% of GDP)
#> NY_GNS_ICTR_ZS | Gross savings (% of GDP)
#> PA_NUS_PPP | PPP conversion factor, GDP (LCU per international $)
#> PA_NUS_PPPC_RF | Price level ratio of PPP conversion factor (GDP) to market exchange rate
#> SE_XPD_TOTL_GD_ZS | Government expenditure on education, total (% of GDP)
#> SH_XPD_CHEX_GD_ZS | Current health expenditure (% of GDP)
#> SH_XPD_GHED_GD_ZS | Domestic general government health expenditure (% of GDP)
#> SL_GDP_PCAP_EM_KD | GDP per person employed (constant 2021 PPP $)
#> TG_VAL_TOTL_GD_ZS | Merchandise trade (% of GDP)
#>
#> [MP] Data from Maddison Project Database 2023
#> GDP_PPP_PC_MP | Real GDP (PPP) per capita in 2011$
#>
#> [JST] Data from JORDA-SCHULARICK-TAYLOR MACROHISTORY DATABASE (Jorda, et al., 2017. 'Macrofinancial History and the New Business Cycle Facts.')
#> DEBTGDP_JST | Public debt-to-GDP ratio
#> GDP_JST | GDP (nominal, local currency)
#> IY_JST | Investment-to-GDP ratio
#> RGDPBARRO_JST | Real GDP per capita (index, 2005=100)
#>
#> [BoC-BoE] Data from BoC-BoE Sovereign Default Database (Beers, Ndukwe and Charron, 2024)
#> WLD_DEFRATE_EME | Defaulted emerging-market public debt as a share of emerging-market GDP (excluding China) (%)
#> WLD_DEFRATE_GDP | Defaulted global public debt as a share of world GDP (%)
#>
# 2. Use discovered variable in wp_data
wp_data(ISO = "USA",
formula = "GDP_R_2015",
years = c(2000, 2023))
#> [Step 1] Input Validation.
#> [Step 2] Data Filtering (ISO codes, Symbols, and Years).
#> [Steps 3 to 7] Loop through each formula.
#> --- Step 3-4: Formula: GDP_R_2015 -- Symbols: GDP_R_2015 (Q)
#> --- Step 5: Adjust frequencies.
#> --- Step 6-7: Data Processing (Loop for each country).
#> ---
#> [Step 10] Clean database [remove NAs in output] - clean is TRUE.
#> ISO Variable Date Value Reference
#> 1 USA GDP_R_2015 2000Q1 1.349076e+13 World Bank Indicators
#> 2 USA GDP_R_2015 2000Q2 1.363379e+13 World Bank Indicators
#> 3 USA GDP_R_2015 2000Q3 1.369321e+13 World Bank Indicators
#> 4 USA GDP_R_2015 2000Q4 1.377302e+13 World Bank Indicators
#> 5 USA GDP_R_2015 2001Q1 1.379341e+13 World Bank Indicators
#> 6 USA GDP_R_2015 2001Q2 1.384639e+13 World Bank Indicators
#> 7 USA GDP_R_2015 2001Q3 1.387897e+13 World Bank Indicators
#> 8 USA GDP_R_2015 2001Q4 1.394819e+13 World Bank Indicators
#> 9 USA GDP_R_2015 2002Q1 1.398482e+13 World Bank Indicators
#> 10 USA GDP_R_2015 2002Q2 1.407738e+13 World Bank Indicators
#> 11 USA GDP_R_2015 2002Q3 1.413331e+13 World Bank Indicators
#> 12 USA GDP_R_2015 2002Q4 1.425049e+13 World Bank Indicators
#> 13 USA GDP_R_2015 2003Q1 1.431174e+13 World Bank Indicators
#> 14 USA GDP_R_2015 2003Q2 1.445751e+13 World Bank Indicators
#> 15 USA GDP_R_2015 2003Q3 1.454203e+13 World Bank Indicators
#> 16 USA GDP_R_2015 2003Q4 1.471320e+13 World Bank Indicators
#> 17 USA GDP_R_2015 2004Q1 1.479986e+13 World Bank Indicators
#> 18 USA GDP_R_2015 2004Q2 1.498259e+13 World Bank Indicators
#> 19 USA GDP_R_2015 2004Q3 1.507866e+13 World Bank Indicators
#> 20 USA GDP_R_2015 2004Q4 1.525621e+13 World Bank Indicators
#> 21 USA GDP_R_2015 2005Q1 1.533768e+13 World Bank Indicators
#> 22 USA GDP_R_2015 2005Q2 1.550422e+13 World Bank Indicators
#> 23 USA GDP_R_2015 2005Q3 1.558929e+13 World Bank Indicators
#> 24 USA GDP_R_2015 2005Q4 1.574175e+13 World Bank Indicators
#> 25 USA GDP_R_2015 2006Q1 1.580914e+13 World Bank Indicators
#> 26 USA GDP_R_2015 2006Q2 1.594353e+13 World Bank Indicators
#> 27 USA GDP_R_2015 2006Q3 1.601052e+13 World Bank Indicators
#> 28 USA GDP_R_2015 2006Q4 1.612737e+13 World Bank Indicators
#> 29 USA GDP_R_2015 2007Q1 1.617722e+13 World Bank Indicators
#> 30 USA GDP_R_2015 2007Q2 1.625720e+13 World Bank Indicators
#> 31 USA GDP_R_2015 2007Q3 1.628733e+13 World Bank Indicators
#> 32 USA GDP_R_2015 2007Q4 1.632035e+13 World Bank Indicators
#> 33 USA GDP_R_2015 2008Q1 1.632323e+13 World Bank Indicators
#> 34 USA GDP_R_2015 2008Q2 1.629036e+13 World Bank Indicators
#> 35 USA GDP_R_2015 2008Q3 1.625460e+13 World Bank Indicators
#> 36 USA GDP_R_2015 2008Q4 1.615339e+13 World Bank Indicators
#> 37 USA GDP_R_2015 2009Q1 1.608794e+13 World Bank Indicators
#> 38 USA GDP_R_2015 2009Q2 1.602320e+13 World Bank Indicators
#> 39 USA GDP_R_2015 2009Q3 1.602392e+13 World Bank Indicators
#> 40 USA GDP_R_2015 2009Q4 1.609134e+13 World Bank Indicators
#> 41 USA GDP_R_2015 2010Q1 1.615804e+13 World Bank Indicators
#> 42 USA GDP_R_2015 2010Q2 1.628558e+13 World Bank Indicators
#> 43 USA GDP_R_2015 2010Q3 1.634642e+13 World Bank Indicators
#> 44 USA GDP_R_2015 2010Q4 1.644702e+13 World Bank Indicators
#> 45 USA GDP_R_2015 2011Q1 1.648678e+13 World Bank Indicators
#> 46 USA GDP_R_2015 2011Q2 1.658303e+13 World Bank Indicators
#> 47 USA GDP_R_2015 2011Q3 1.663952e+13 World Bank Indicators
#> 48 USA GDP_R_2015 2011Q4 1.675509e+13 World Bank Indicators
#> 49 USA GDP_R_2015 2012Q1 1.681419e+13 World Bank Indicators
#> 50 USA GDP_R_2015 2012Q2 1.693900e+13 World Bank Indicators
#> 51 USA GDP_R_2015 2012Q3 1.700472e+13 World Bank Indicators
#> 52 USA GDP_R_2015 2012Q4 1.712636e+13 World Bank Indicators
#> 53 USA GDP_R_2015 2013Q1 1.718228e+13 World Bank Indicators
#> 54 USA GDP_R_2015 2013Q2 1.730905e+13 World Bank Indicators
#> 55 USA GDP_R_2015 2013Q3 1.737989e+13 World Bank Indicators
#> 56 USA GDP_R_2015 2013Q4 1.751878e+13 World Bank Indicators
#> 57 USA GDP_R_2015 2014Q1 1.758684e+13 World Bank Indicators
#> 58 USA GDP_R_2015 2014Q2 1.774031e+13 World Bank Indicators
#> 59 USA GDP_R_2015 2014Q3 1.782572e+13 World Bank Indicators
#> 60 USA GDP_R_2015 2014Q4 1.799257e+13 World Bank Indicators
#> 61 USA GDP_R_2015 2015Q1 1.807400e+13 World Bank Indicators
#> 62 USA GDP_R_2015 2015Q2 1.823155e+13 World Bank Indicators
#> 63 USA GDP_R_2015 2015Q3 1.830767e+13 World Bank Indicators
#> 64 USA GDP_R_2015 2015Q4 1.843556e+13 World Bank Indicators
#> 65 USA GDP_R_2015 2016Q1 1.848734e+13 World Bank Indicators
#> 66 USA GDP_R_2015 2016Q2 1.860940e+13 World Bank Indicators
#> 67 USA GDP_R_2015 2016Q3 1.867969e+13 World Bank Indicators
#> 68 USA GDP_R_2015 2016Q4 1.882118e+13 World Bank Indicators
#> 69 USA GDP_R_2015 2017Q1 1.889240e+13 World Bank Indicators
#> 70 USA GDP_R_2015 2017Q2 1.905463e+13 World Bank Indicators
#> 71 USA GDP_R_2015 2017Q3 1.914565e+13 World Bank Indicators
#> 72 USA GDP_R_2015 2017Q4 1.932474e+13 World Bank Indicators
#> 73 USA GDP_R_2015 2018Q1 1.941282e+13 World Bank Indicators
#> 74 USA GDP_R_2015 2018Q2 1.959431e+13 World Bank Indicators
#> 75 USA GDP_R_2015 2018Q3 1.968773e+13 World Bank Indicators
#> 76 USA GDP_R_2015 2018Q4 1.985657e+13 World Bank Indicators
#> 77 USA GDP_R_2015 2019Q1 1.993199e+13 World Bank Indicators
#> 78 USA GDP_R_2015 2019Q2 2.001088e+13 World Bank Indicators
#> 79 USA GDP_R_2015 2019Q3 2.001435e+13 World Bank Indicators
#> 80 USA GDP_R_2015 2019Q4 1.994850e+13 World Bank Indicators
#> 81 USA GDP_R_2015 2020Q1 1.987916e+13 World Bank Indicators
#> 82 USA GDP_R_2015 2020Q2 1.987173e+13 World Bank Indicators
#> 83 USA GDP_R_2015 2020Q3 1.993363e+13 World Bank Indicators
#> 84 USA GDP_R_2015 2020Q4 2.017320e+13 World Bank Indicators
#> 85 USA GDP_R_2015 2021Q1 2.035086e+13 World Bank Indicators
#> 86 USA GDP_R_2015 2021Q2 2.066588e+13 World Bank Indicators
#> 87 USA GDP_R_2015 2021Q3 2.080325e+13 World Bank Indicators
#> 88 USA GDP_R_2015 2021Q4 2.100334e+13 World Bank Indicators
#> 89 USA GDP_R_2015 2022Q1 2.106606e+13 World Bank Indicators
#> 90 USA GDP_R_2015 2022Q2 2.121262e+13 World Bank Indicators
#> 91 USA GDP_R_2015 2022Q3 2.129646e+13 World Bank Indicators
#> 92 USA GDP_R_2015 2022Q4 2.146430e+13 World Bank Indicators
#> 93 USA GDP_R_2015 2023Q1 2.154829e+13 World Bank Indicators
#> 94 USA GDP_R_2015 2023Q2 2.168029e+13 World Bank Indicators
#> 95 USA GDP_R_2015 2023Q3 2.177628e+13 World Bank Indicators
#> 96 USA GDP_R_2015 2023Q4 2.177628e+13 World Bank Indicators
# Combined origin and search filters
wp_info(origin = "IMF BOP", search = "investment")
#> ############# Quarterly Data (20/249 variables) #############
#>
#> [IMF BOP] Data from IMF's Balance of Payments and International Investment Position
#> iDID_C | Inward Direct Investment (Debt)
#> iDID_R_2023 | Inward Direct Investment (Debt)(constant 2023 USD)
#> iDIE_C | Inward Direct Investment (Equity & Funds)
#> iDIE_R_2023 | Inward Direct Investment (Equity & Funds)(constant 2023 USD)
#> iOI_C | Other Investments Incurred
#> iOI_R_2023 | Other Investments Incurred(constant 2023 USD)
#> iPOR_C | Inward Portfolio Investments (Incurred)
#> iPOR_R_2023 | Inward Portfolio Investments (Incurred)(constant 2023 USD)
#> iPORE_C | Equity and Investment Funds Incurred
#> iPORE_R_2023 | Equity and Investment Funds Incurred(constant 2023 USD)
#> oDID_C | Outward Direct Investment (Debt)
#> oDID_R_2023 | Outward Direct Investment (Debt)(constant 2023 USD)
#> oDIE_C | Outward Direct Investment (Equity & Funds)
#> oDIE_R_2023 | Outward Direct Investment (Equity & Funds)(constant 2023 USD)
#> oOI_C | Other Investments Acquired
#> oOI_R_2023 | Other Investments Acquired(constant 2023 USD)
#> oPOR_C | Outward Portfolio Investments (Acquired)
#> oPOR_R_2023 | Outward Portfolio Investments (Acquired)(constant 2023 USD)
#> oPORE_C | Equity and Investment Funds Acquired
#> oPORE_R_2023 | Equity and Investment Funds Acquired(constant 2023 USD)
#>
#> ############# Yearly Data (0/888 variables) #############
#>
# Search for percentage indicators
wp_info(search = "_ZS")
#> ############# Quarterly Data (11/249 variables) #############
#>
#> [BIS] Data from BIS Statistics
#> CB_ASSET_ZS | Central bank, assets, total, BIS-spliced (%GDP)
#> CRED_ALL_GVT_ZS | Credit from all sectors to central govt (%GDP)
#> CRED_ALL_HH_ZS | Credit from all sectors to households (%GDP)
#> CRED_ALL_NOFIN_ZS | Credit from all sectors to non-financial sector (%GDP)
#> CRED_ALL_NOFINFIRM_ZS | Credit from all sectors to non-fin corporations (%GDP)
#> CRED_ALL_NOFINPRIV_ZS | Credit from all sectors to private non-fin sector (%GDP)
#> CRED_BANK_NOFINPRIV_ZS | Credit from banks to private non-fin sector (%GDP)
#> CRED_GAP_ALL_NOFINPRIV_ZS | Credit-to-GDP gaps (from all sectors to private non-fin sector - %GDP)
#> DEBT_SERV_HH_ZS | Debt service ratios - households (% of income used to service debt)
#> DEBT_SERV_NOFINFIRM_ZS | Debt service ratios - non-fin corporations (% of income used to service debt)
#> DEBT_SERV_NOFINPRIV_ZS | Debt service ratios - private non-fin sector (% of income used to service debt)
#>
#> ############# Yearly Data (389/888 variables) #############
#>
#> [WB] Data from World Bank Indicators
#> AG_CON_FERT_ZS | Fertilizer consumption (kilograms per hectare of arable land)
#> AG_LND_CROP_ZS | Permanent cropland (% of land area)
#> AG_LND_FRST_ZS | Forest area (% of land area)
#> AG_LND_TRAC_ZS | Agricultural machinery, tractors per 100 sq. km of arable land
#> BG_GSR_NFSV_GD_ZS | Trade in services (% of GDP)
#> BM_GSR_CMCP_ZS | Communications, computer, etc. (% of service imports, BoP)
#> BM_GSR_INSF_ZS | Insurance and financial services (% of service imports, BoP)
#> BM_GSR_TRAN_ZS | Transport services (% of service imports, BoP)
#> BM_GSR_TRVL_ZS | Travel services (% of service imports, BoP)
#> BM_KLT_DINV_WD_GD_ZS | Foreign direct investment, net outflows (% of GDP)
#> BN_CAB_XOKA_GD_ZS | Current account balance (% of GDP)
#> BX_GSR_CCIS_ZS | ICT service exports (% of service exports, BoP)
#> BX_GSR_CMCP_ZS | Communications, computer, etc. (% of service exports, BoP)
#> BX_GSR_INSF_ZS | Insurance and financial services (% of service exports, BoP)
#> BX_GSR_TRAN_ZS | Transport services (% of service exports, BoP)
#> BX_GSR_TRVL_ZS | Travel services (% of service exports, BoP)
#> BX_KLT_DINV_WD_GD_ZS | Foreign direct investment, net inflows (% of GDP)
#> BX_TRF_PWKR_DT_GD_ZS | Personal remittances, received (% of GDP)
#> CM_MKT_LCAP_GD_ZS | Market capitalization of listed domestic companies (% of GDP)
#> CM_MKT_TRAD_GD_ZS | Stocks traded, total value (% of GDP)
#> DT_DOD_DECT_GN_ZS | External debt stocks (% of GNI)
#> DT_DOD_DSTC_IR_ZS | Short-term debt (% of total reserves)
#> DT_DOD_DSTC_XP_ZS | Short-term debt (% of exports of goods, services and primary income)
#> DT_DOD_DSTC_ZS | Short-term debt (% of total external debt)
#> DT_ODA_ODAT_GI_ZS | Net ODA received (% of gross capital formation)
#> DT_ODA_ODAT_GN_ZS | Net ODA received (% of GNI)
#> DT_ODA_ODAT_MP_ZS | Net ODA received (% of imports of goods, services and primary income)
#> DT_ODA_ODAT_XP_ZS | Net ODA received (% of central government expense)
#> DT_TDS_DECT_EX_ZS | Total debt service (% of exports of goods, services and primary income)
#> DT_TDS_DECT_GN_ZS | Total debt service (% of GNI)
#> DT_TDS_DPPF_XP_ZS | Debt service (PPG and IMF only, % of exports of goods, services and primary income)
#> DT_TDS_DPPG_GN_ZS | Public and publicly guaranteed debt service (% of GNI)
#> DT_TDS_DPPG_XP_ZS | Public and publicly guaranteed debt service (% of exports of goods, services and primary income)
#> DT_TDS_MLAT_PG_ZS | Multilateral debt service (% of public and publicly guaranteed debt service)
#> EG_CFT_ACCS_ZS | Access to clean fuels and technologies for cooking (% of population)
#> EG_ELC_ACCS_RU_ZS | Access to electricity, rural (% of rural population)
#> EG_ELC_ACCS_UR_ZS | Access to electricity, urban (% of urban population)
#> EG_ELC_ACCS_ZS | Access to electricity (% of population)
#> EG_ELC_COAL_ZS | Electricity production from coal sources (% of total)
#> EG_ELC_FOSL_ZS | Electricity production from oil, gas and coal sources (% of total)
#> EG_ELC_HYRO_ZS | Electricity production from hydroelectric sources (% of total)
#> EG_ELC_LOSS_ZS | Electric power transmission and distribution losses (% of output)
#> EG_ELC_NGAS_ZS | Electricity production from natural gas sources (% of total)
#> EG_ELC_NUCL_ZS | Electricity production from nuclear sources (% of total)
#> EG_ELC_PETR_ZS | Electricity production from oil sources (% of total)
#> EG_ELC_RNEW_ZS | Renewable electricity output (% of total electricity output)
#> EG_ELC_RNWX_ZS | Electricity production from renewable sources, excluding hydroelectric (% of total)
#> EG_FEC_RNEW_ZS | Renewable energy consumption (% of total final energy consumption)
#> EG_IMP_CONS_ZS | Energy imports, net (% of energy use)
#> EG_USE_COMM_CL_ZS | Alternative and nuclear energy (% of total energy use)
#> EG_USE_COMM_FO_ZS | Fossil fuel energy consumption (% of total)
#> EG_USE_CRNW_ZS | Combustible renewables and waste (% of total energy)
#> EN_ATM_METH_AG_ZS | Agricultural methane emissions (% of total)
#> EN_ATM_METH_EG_ZS | Energy related methane emissions (% of total)
#> EN_ATM_NOXE_AG_ZS | Agricultural nitrous oxide emissions (% of total)
#> EN_ATM_NOXE_EG_ZS | Nitrous oxide emissions in energy sector (% of total)
#> EN_CO2_BLDG_ZS | CO2 emissions from residential buildings and commercial and public services (% of total fuel combustion)
#> EN_CO2_ETOT_ZS | CO2 emissions from electricity and heat production, total (% of total fuel combustion)
#> EN_CO2_MANF_ZS | CO2 emissions from manufacturing industries and construction (% of total fuel combustion)
#> EN_CO2_OTHX_ZS | CO2 emissions from other sectors, excluding residential buildings and commercial and public services (% of total fuel combustion)
#> EN_CO2_TRAN_ZS | CO2 emissions from transport (% of total fuel combustion)
#> EN_URB_LCTY_UR_ZS | Population in the largest city (% of urban population)
#> EN_URB_MCTY_TL_ZS | Population in urban agglomerations of more than 1 million (% of total population)
#> ER_H2O_FWAG_ZS | Annual freshwater withdrawals, agriculture (% of total freshwater withdrawal)
#> ER_H2O_FWDM_ZS | Annual freshwater withdrawals, domestic (% of total freshwater withdrawal)
#> ER_H2O_FWIN_ZS | Annual freshwater withdrawals, industry (% of total freshwater withdrawal)
#> ER_H2O_FWST_ZS | Level of water stress: freshwater withdrawal as a proportion of available freshwater resources
#> ER_H2O_FWTL_ZS | Annual freshwater withdrawals, total (% of internal resources)
#> FB_AST_NPER_ZS | Bank nonperforming loans to total gross loans (%)
#> FB_BNK_CAPA_ZS | Bank capital to assets ratio (%)
#> FD_AST_PRVT_GD_ZS | Domestic credit to private sector by banks (% of GDP)
#> FD_RES_LIQU_AS_ZS | Bank liquid reserves to bank assets ratio (%)
#> FI_RES_TOTL_DT_ZS | Total reserves (% of total external debt)
#> FM_AST_PRVT_GD_ZS | Monetary Sector credit to private sector (% GDP)
#> FM_LBL_BMNY_GD_ZS | Broad money (% of GDP)
#> FM_LBL_BMNY_IR_ZS | Broad money to total reserves ratio
#> FS_AST_CGOV_GD_ZS | Claims on central government, etc. (% GDP)
#> FS_AST_DOMS_GD_ZS | Domestic credit provided by financial sector (% of GDP)
#> FS_AST_PRVT_GD_ZS | Domestic credit to private sector (% of GDP)
#> GB_XPD_RSDV_GD_ZS | Research and development expenditure (% of GDP)
#> GC_AST_TOTL_GD_ZS | Net acquisition of financial assets (% of GDP)
#> GC_DOD_TOTL_GD_ZS | Central government debt, total (% of GDP)
#> GC_LBL_TOTL_GD_ZS | Net incurrence of liabilities, total (% of GDP)
#> GC_NFN_TOTL_GD_ZS | Net investment in nonfinancial assets (% of GDP)
#> GC_NLD_TOTL_GD_ZS | Net lending (+) / net borrowing (-) (% of GDP)
#> GC_REV_GOTR_ZS | Grants and other revenue (% of revenue)
#> GC_REV_SOCL_ZS | Social contributions (% of revenue)
#> GC_REV_XGRT_GD_ZS | Revenue, excluding grants (% of GDP)
#> GC_TAX_EXPT_ZS | Taxes on exports (% of tax revenue)
#> GC_TAX_GSRV_RV_ZS | Taxes on goods and services (% of revenue)
#> GC_TAX_GSRV_VA_ZS | Taxes on goods and services (% value added of industry and services)
#> GC_TAX_IMPT_ZS | Customs and other import duties (% of tax revenue)
#> GC_TAX_INTT_RV_ZS | Taxes on international trade (% of revenue)
#> GC_TAX_OTHR_RV_ZS | Other taxes (% of revenue)
#> GC_TAX_TOTL_GD_ZS | Tax revenue (% of GDP)
#> GC_TAX_YPKG_RV_ZS | Taxes on income, profits and capital gains (% of revenue)
#> GC_TAX_YPKG_ZS | Taxes on income, profits and capital gains (% of total taxes)
#> GC_XPN_COMP_ZS | Compensation of employees (% of expense)
#> GC_XPN_GSRV_ZS | Goods and services expense (% of expense)
#> GC_XPN_INTP_RV_ZS | Interest payments (% of revenue)
#> GC_XPN_INTP_ZS | Interest payments (% of expense)
#> GC_XPN_OTHR_ZS | Other expense (% of expense)
#> GC_XPN_TOTL_GD_ZS | Expense (% of GDP)
#> GC_XPN_TRFT_ZS | Subsidies and other transfers (% of expense)
#> IC_BUS_NDNS_ZS | New business density (new registrations per 1,000 people ages 15-64)
#> IC_TAX_LABR_CP_ZS | Labor tax and contributions (% of commercial profits)
#> IC_TAX_OTHR_CP_ZS | Other taxes payable by businesses (% of commercial profits)
#> IC_TAX_PRFT_CP_ZS | Profit tax (% of commercial profits)
#> IC_TAX_TOTL_CP_ZS | Total tax and contribution rate (% of profit)
#> IT_NET_USER_ZS | Individuals using the Internet (% of population)
#> MS_MIL_TOTL_TF_ZS | Armed forces personnel (% of total labor force)
#> MS_MIL_XPND_GD_ZS | Military expenditure (% of GDP)
#> MS_MIL_XPND_ZS | Military expenditure (% of general government expenditure)
#> NE_CON_GOVT_ZS | General government final consumption expenditure (% of GDP)
#> NE_CON_PRVT_ZS | Households and NPISHs final consumption expenditure (% of GDP)
#> NE_CON_TOTL_ZS | Final consumption expenditure (% of GDP)
#> NE_DAB_TOTL_ZS | Gross national expenditure (% of GDP)
#> NE_EXP_GNFS_ZS | Exports of goods and services (% of GDP)
#> NE_GDI_FPRV_ZS | Gross fixed capital formation, private sector (% of GDP)
#> NE_GDI_FTOT_ZS | Gross fixed capital formation (% of GDP)
#> NE_GDI_TOTL_ZS | Gross capital formation (% of GDP)
#> NE_IMP_GNFS_ZS | Imports of goods and services (% of GDP)
#> NE_RSB_GNFS_ZS | External balance on goods and services (% of GDP)
#> NE_TRD_GNFS_ZS | Trade (% of GDP)
#> NV_AGR_TOTL_ZS | Agriculture, forestry, and fishing, value added (% of GDP)
#> NV_IND_MANF_ZS | Manufacturing, value added (% of GDP)
#> NV_IND_TOTL_ZS | Industry (including construction), value added (% of GDP)
#> NV_MNF_CHEM_ZS_UN | Chemicals (% of value added in manufacturing)
#> NV_MNF_FBTO_ZS_UN | Food, beverages and tobacco (% of value added in manufacturing)
#> NV_MNF_MTRN_ZS_UN | Machinery and transport equipment (% of value added in manufacturing)
#> NV_MNF_OTHR_ZS_UN | Other manufacturing (% of value added in manufacturing)
#> NV_MNF_TECH_ZS_UN | Medium and high-tech manufacturing value added (% manufacturing value added)
#> NV_MNF_TXTL_ZS_UN | Textiles and clothing (% of value added in manufacturing)
#> NV_SRV_TOTL_ZS | Services, value added (% of GDP)
#> NY_ADJ_AEDU_GN_ZS | Adjusted savings: education expenditure (% of GNI)
#> NY_ADJ_DCO2_GN_ZS | Adjusted savings: carbon dioxide damage (% of GNI)
#> NY_ADJ_DFOR_GN_ZS | Adjusted savings: net forest depletion (% of GNI)
#> NY_ADJ_DKAP_GN_ZS | Adjusted savings: consumption of fixed capital (% of GNI)
#> NY_ADJ_DMIN_GN_ZS | Adjusted savings: mineral depletion (% of GNI)
#> NY_ADJ_DNGY_GN_ZS | Adjusted savings: energy depletion (% of GNI)
#> NY_ADJ_DPEM_GN_ZS | Adjusted savings: particulate emission damage (% of GNI)
#> NY_ADJ_DRES_GN_ZS | Adjusted savings: natural resources depletion (% of GNI)
#> NY_ADJ_ICTR_GN_ZS | Adjusted savings: gross savings (% of GNI)
#> NY_ADJ_NNAT_GN_ZS | Adjusted savings: net national savings (% of GNI)
#> NY_ADJ_SVNG_GN_ZS | Adjusted net savings, including particulate emission damage (% of GNI)
#> NY_ADJ_SVNX_GN_ZS | Adjusted net savings, excluding particulate emission damage (% of GNI)
#> NY_GDP_COAL_RT_ZS | Coal rents (% of GDP)
#> NY_GDP_DEFL_ZS | GDP deflator (base year varies by country)
#> NY_GDP_DEFL_ZS_AD | GDP deflator: linked series (base year varies by country)
#> NY_GDP_FRST_RT_ZS | Forest rents (% of GDP)
#> NY_GDP_MINR_RT_ZS | Mineral rents (% of GDP)
#> NY_GDP_NGAS_RT_ZS | Natural gas rents (% of GDP)
#> NY_GDP_PETR_RT_ZS | Oil rents (% of GDP)
#> NY_GDP_TOTL_RT_ZS | Total natural resources rents (% of GDP)
#> NY_GDS_TOTL_ZS | Gross domestic savings (% of GDP)
#> NY_GNS_ICTR_GN_ZS | Gross savings (% of GNI)
#> NY_GNS_ICTR_ZS | Gross savings (% of GDP)
#> SE_ADT_1524_LT_FE_ZS | Literacy rate, youth female (% of females ages 15-24)
#> SE_ADT_1524_LT_ZS | Literacy rate, youth total (% of people ages 15-24)
#> SE_ADT_LITR_FE_ZS | Literacy rate, adult female (% of females ages 15 and above)
#> SE_ADT_LITR_MA_ZS | Literacy rate, adult male (% of males ages 15 and above)
#> SE_ADT_LITR_ZS | Literacy rate, adult total (% of people ages 15 and above)
#> SE_ENR_PRIM_FM_ZS | School enrollment, primary (gross), gender parity index (GPI)
#> SE_ENR_PRSC_FM_ZS | School enrollment, primary and secondary (gross), gender parity index (GPI)
#> SE_ENR_SECO_FM_ZS | School enrollment, secondary (gross), gender parity index (GPI)
#> SE_ENR_TERT_FM_ZS | School enrollment, tertiary (gross), gender parity index (GPI)
#> SE_PRE_ENRL_TC_ZS | Pupil-teacher ratio, preprimary
#> SE_PRM_CMPT_FE_ZS | Primary completion rate, female (% of relevant age group)
#> SE_PRM_CMPT_MA_ZS | Primary completion rate, male (% of relevant age group)
#> SE_PRM_CMPT_ZS | Primary completion rate, total (% of relevant age group)
#> SE_PRM_ENRL_FE_ZS | Primary education, pupils (% female)
#> SE_PRM_ENRL_TC_ZS | Pupil-teacher ratio, primary
#> SE_PRM_PRSL_ZS | Persistence to last grade of primary, total (% of cohort)
#> SE_PRM_UNER_FE_ZS | Children out of school, female (% of female primary school age)
#> SE_PRM_UNER_MA_ZS | Children out of school, male (% of male primary school age)
#> SE_PRM_UNER_ZS | Children out of school (% of primary school age)
#> SE_SEC_CMPT_LO_ZS | Lower secondary completion rate, total (% of relevant age group)
#> SE_SEC_CUAT_LO_ZS | Educational attainment, at least completed lower secondary, population 25+, total (%) (cumulative)
#> SE_SEC_ENRL_GC_FE_ZS | Secondary education, general pupils (% female)
#> SE_SEC_ENRL_TC_ZS | Pupil-teacher ratio, secondary
#> SE_SEC_UNER_LO_FE_ZS | Adolescents out of school, female (% of female lower secondary school age)
#> SE_SEC_UNER_LO_MA_ZS | Adolescents out of school, male (% of male lower secondary school age)
#> SE_SEC_UNER_LO_ZS | Adolescents out of school (% of lower secondary school age)
#> SE_TER_TCHR_FE_ZS | Tertiary education, academic staff (% female)
#> SE_XPD_CTOT_ZS | Current education expenditure, total (% of total expenditure in public institutions)
#> SE_XPD_TOTL_GB_ZS | Government expenditure on education, total (% of government expenditure)
#> SE_XPD_TOTL_GD_ZS | Government expenditure on education, total (% of GDP)
#> SG_GEN_PARL_ZS | Proportion of seats held by women in national parliaments (%)
#> SG_VAW_ARGU_ZS | Women who believe a husband is justified in beating his wife when she argues with him (%)
#> SG_VAW_BURN_ZS | Women who believe a husband is justified in beating his wife when she burns the food (%)
#> SG_VAW_GOES_ZS | Women who believe a husband is justified in beating his wife when she goes out without telling him (%)
#> SG_VAW_NEGL_ZS | Women who believe a husband is justified in beating his wife when she neglects the children (%)
#> SG_VAW_REAS_ZS | Women who believe a husband is justified in beating his wife (any of five reasons) (%)
#> SG_VAW_REFU_ZS | Women who believe a husband is justified in beating his wife when she refuses sex with him (%)
#> SH_DTH_COMM_ZS | Cause of death, by communicable diseases and maternal, prenatal and nutrition conditions (% of total)
#> SH_DYN_AIDS_FE_ZS | Women's share of population ages 15+ living with HIV (%)
#> SH_DYN_AIDS_ZS | Prevalence of HIV, total (% of population ages 15-49)
#> SH_DYN_NCOM_ZS | Mortality from CVD, cancer, diabetes or CRD between exact ages 30 and 70 (%)
#> SH_H2O_BASW_ZS | People using at least basic drinking water services (% of population)
#> SH_H2O_SMDW_ZS | People using safely managed drinking water services (% of population)
#> SH_HIV_INCD_ZS | Incidence of HIV, ages 15-49 (per 1,000 uninfected population ages 15-49)
#> SH_MED_BEDS_ZS | Hospital beds (per 1,000 people)
#> SH_MED_PHYS_ZS | Physicians (per 1,000 people)
#> SH_MMR_RISK_ZS | Lifetime risk of maternal death (%)
#> SH_STA_BASS_RU_ZS | People using at least basic sanitation services, rural (% of rural population)
#> SH_STA_BASS_UR_ZS | People using at least basic sanitation services, urban (% of urban population)
#> SH_STA_BASS_ZS | People using at least basic sanitation services (% of population)
#> SH_STA_BRTW_ZS | Low-birthweight babies (% of births)
#> SH_STA_DIAB_ZS | Diabetes prevalence (% of population ages 20 to 79)
#> SH_STA_FGMS_ZS | Female genital mutilation prevalence (%)
#> SH_STA_HYGN_ZS | People with basic handwashing facilities including soap and water (% of population)
#> SH_STA_MALN_FE_ZS | Prevalence of underweight, weight for age, female (% of children under 5)
#> SH_STA_MALN_MA_ZS | Prevalence of underweight, weight for age, male (% of children under 5)
#> SH_STA_MALN_ZS | Prevalence of underweight, weight for age (% of children under 5)
#> SH_STA_ODFC_RU_ZS | People practicing open defecation, rural (% of rural population)
#> SH_STA_ODFC_UR_ZS | People practicing open defecation, urban (% of urban population)
#> SH_STA_ODFC_ZS | People practicing open defecation (% of population)
#> SH_STA_OWGH_FE_ZS | Prevalence of overweight, weight for height, female (% of children under 5)
#> SH_STA_OWGH_MA_ZS | Prevalence of overweight, weight for height, male (% of children under 5)
#> SH_STA_OWGH_ME_ZS | Prevalence of overweight (modeled estimate, % of children under 5)
#> SH_STA_OWGH_ZS | Prevalence of overweight, weight for height (% of children under 5)
#> SH_STA_SMSS_RU_ZS | People using safely managed sanitation services, rural (% of rural population)
#> SH_STA_SMSS_UR_ZS | People using safely managed sanitation services, urban (% of urban population)
#> SH_STA_SMSS_ZS | People using safely managed sanitation services (% of population)
#> SH_STA_STNT_ME_ZS | Prevalence of stunting, height for age (modeled estimate, % of children under 5)
#> SH_UHC_NOPR_ZS | Proportion of population pushed below the 60% median consumption poverty line by out-of-pocket health expenditure (%)
#> SH_UHC_OOPC_25_ZS | Proportion of population spending more than 25% of household consumption or income on out-of-pocket health care expenditure (%)
#> SH_VAC_TTNS_ZS | Newborns protected against tetanus (%)
#> SH_XPD_CHEX_GD_ZS | Current health expenditure (% of GDP)
#> SH_XPD_EHEX_CH_ZS | External health expenditure (% of current health expenditure)
#> SH_XPD_GHED_CH_ZS | Domestic general government health expenditure (% of current health expenditure)
#> SH_XPD_GHED_GD_ZS | Domestic general government health expenditure (% of GDP)
#> SH_XPD_GHED_GE_ZS | Domestic general government health expenditure (% of general government expenditure)
#> SH_XPD_OOPC_CH_ZS | Out-of-pocket expenditure (% of current health expenditure)
#> SH_XPD_PVTD_CH_ZS | Domestic private health expenditure (% of current health expenditure)
#> SL_AGR_EMPL_FE_ZS | Employment in agriculture, female (% of female employment) (modeled ILO estimate)
#> SL_AGR_EMPL_MA_ZS | Employment in agriculture, male (% of male employment) (modeled ILO estimate)
#> SL_AGR_EMPL_ZS | Employment in agriculture (% of total employment) (modeled ILO estimate)
#> SL_EMP_1524_SP_FE_ZS | Employment to population ratio, ages 15-24, female (%) (modeled ILO estimate)
#> SL_EMP_1524_SP_MA_ZS | Employment to population ratio, ages 15-24, male (%) (modeled ILO estimate)
#> SL_EMP_1524_SP_NE_ZS | Employment to population ratio, ages 15-24, total (%) (national estimate)
#> SL_EMP_1524_SP_ZS | Employment to population ratio, ages 15-24, total (%) (modeled ILO estimate)
#> SL_EMP_MPYR_FE_ZS | Employers, female (% of female employment) (modeled ILO estimate)
#> SL_EMP_MPYR_MA_ZS | Employers, male (% of male employment) (modeled ILO estimate)
#> SL_EMP_MPYR_ZS | Employers, total (% of total employment) (modeled ILO estimate)
#> SL_EMP_SELF_FE_ZS | Self-employed, female (% of female employment) (modeled ILO estimate)
#> SL_EMP_SELF_MA_ZS | Self-employed, male (% of male employment) (modeled ILO estimate)
#> SL_EMP_SELF_ZS | Self-employed, total (% of total employment) (modeled ILO estimate)
#> SL_EMP_TOTL_SP_FE_NE_ZS | Employment to population ratio, 15+, female (%) (national estimate)
#> SL_EMP_TOTL_SP_FE_ZS | Employment to population ratio, 15+, female (%) (modeled ILO estimate)
#> SL_EMP_TOTL_SP_MA_NE_ZS | Employment to population ratio, 15+, male (%) (national estimate)
#> SL_EMP_TOTL_SP_MA_ZS | Employment to population ratio, 15+, male (%) (modeled ILO estimate)
#> SL_EMP_TOTL_SP_NE_ZS | Employment to population ratio, 15+, total (%) (national estimate)
#> SL_EMP_TOTL_SP_ZS | Employment to population ratio, 15+, total (%) (modeled ILO estimate)
#> SL_EMP_VULN_FE_ZS | Vulnerable employment, female (% of female employment) (modeled ILO estimate)
#> SL_EMP_VULN_MA_ZS | Vulnerable employment, male (% of male employment) (modeled ILO estimate)
#> SL_EMP_VULN_ZS | Vulnerable employment, total (% of total employment) (modeled ILO estimate)
#> SL_EMP_WORK_FE_ZS | Wage and salaried workers, female (% of female employment) (modeled ILO estimate)
#> SL_EMP_WORK_MA_ZS | Wage and salaried workers, male (% of male employment) (modeled ILO estimate)
#> SL_EMP_WORK_ZS | Wage and salaried workers, total (% of total employment) (modeled ILO estimate)
#> SL_FAM_WORK_FE_ZS | Contributing family workers, female (% of female employment) (modeled ILO estimate)
#> SL_FAM_WORK_MA_ZS | Contributing family workers, male (% of male employment) (modeled ILO estimate)
#> SL_FAM_WORK_ZS | Contributing family workers, total (% of total employment) (modeled ILO estimate)
#> SL_IND_EMPL_FE_ZS | Employment in industry, female (% of female employment) (modeled ILO estimate)
#> SL_IND_EMPL_MA_ZS | Employment in industry, male (% of male employment) (modeled ILO estimate)
#> SL_IND_EMPL_ZS | Employment in industry (% of total employment) (modeled ILO estimate)
#> SL_SRV_EMPL_FE_ZS | Employment in services, female (% of female employment) (modeled ILO estimate)
#> SL_SRV_EMPL_MA_ZS | Employment in services, male (% of male employment) (modeled ILO estimate)
#> SL_SRV_EMPL_ZS | Employment in services (% of total employment) (modeled ILO estimate)
#> SL_TLF_0714_ZS | Children in employment, total (% of children ages 7-14)
#> SL_TLF_ACTI_1524_FE_NE_ZS | Labor force participation rate for ages 15-24, female (%) (national estimate)
#> SL_TLF_ACTI_1524_FE_ZS | Labor force participation rate for ages 15-24, female (%) (modeled ILO estimate)
#> SL_TLF_ACTI_1524_MA_NE_ZS | Labor force participation rate for ages 15-24, male (%) (national estimate)
#> SL_TLF_ACTI_1524_MA_ZS | Labor force participation rate for ages 15-24, male (%) (modeled ILO estimate)
#> SL_TLF_ACTI_1524_NE_ZS | Labor force participation rate for ages 15-24, total (%) (national estimate)
#> SL_TLF_ACTI_1524_ZS | Labor force participation rate for ages 15-24, total (%) (modeled ILO estimate)
#> SL_TLF_ACTI_FE_ZS | Labor force participation rate, female (% of female population ages 15-64) (modeled ILO estimate)
#> SL_TLF_ACTI_MA_ZS | Labor force participation rate, male (% of male population ages 15-64) (modeled ILO estimate)
#> SL_TLF_ACTI_ZS | Labor force participation rate, total (% of total population ages 15-64) (modeled ILO estimate)
#> SL_TLF_CACT_FE_NE_ZS | Labor force participation rate, female (% of female population ages 15+) (national estimate)
#> SL_TLF_CACT_FE_ZS | Labor force participation rate, female (% of female population ages 15+) (modeled ILO estimate)
#> SL_TLF_CACT_FM_NE_ZS | Ratio of female to male labor force participation rate (%) (national estimate)
#> SL_TLF_CACT_FM_ZS | Ratio of female to male labor force participation rate (%) (modeled ILO estimate)
#> SL_TLF_CACT_MA_NE_ZS | Labor force participation rate, male (% of male population ages 15+) (national estimate)
#> SL_TLF_CACT_MA_ZS | Labor force participation rate, male (% of male population ages 15+) (modeled ILO estimate)
#> SL_TLF_CACT_NE_ZS | Labor force participation rate, total (% of total population ages 15+) (national estimate)
#> SL_TLF_CACT_ZS | Labor force participation rate, total (% of total population ages 15+) (modeled ILO estimate)
#> SL_TLF_TOTL_FE_ZS | Labor force, female (% of total labor force)
#> SL_UEM_1524_FE_NE_ZS | Unemployment, youth female (% of female labor force ages 15-24) (national estimate)
#> SL_UEM_1524_FE_ZS | Unemployment, youth female (% of female labor force ages 15-24) (modeled ILO estimate)
#> SL_UEM_1524_MA_NE_ZS | Unemployment, youth male (% of male labor force ages 15-24) (national estimate)
#> SL_UEM_1524_MA_ZS | Unemployment, youth male (% of male labor force ages 15-24) (modeled ILO estimate)
#> SL_UEM_1524_NE_ZS | Unemployment, youth total (% of total labor force ages 15-24) (national estimate)
#> SL_UEM_1524_ZS | Unemployment, youth total (% of total labor force ages 15-24) (modeled ILO estimate)
#> SL_UEM_ADVN_ZS | Unemployment with advanced education (% of total labor force with advanced education)
#> SL_UEM_NEET_FE_ZS | Share of youth not in education, employment or training, female (% of female youth population)
#> SL_UEM_NEET_MA_ZS | Share of youth not in education, employment or training, male (% of male youth population)
#> SL_UEM_NEET_ZS | Share of youth not in education, employment or training, total (% of youth population)
#> SL_UEM_TOTL_FE_NE_ZS | Unemployment, female (% of female labor force) (national estimate)
#> SL_UEM_TOTL_FE_ZS | Unemployment, female (% of female labor force) (modeled ILO estimate)
#> SL_UEM_TOTL_MA_NE_ZS | Unemployment, male (% of male labor force) (national estimate)
#> SL_UEM_TOTL_MA_ZS | Unemployment, male (% of male labor force) (modeled ILO estimate)
#> SL_UEM_TOTL_NE_ZS | Unemployment, total (% of total labor force) (national estimate)
#> SL_UEM_TOTL_ZS | Unemployment, total (% of total labor force) (modeled ILO estimate)
#> SN_ITK_DEFC_ZS | Prevalence of undernourishment (% of population)
#> SN_ITK_SVFI_ZS | Prevalence of severe food insecurity in the population (%)
#> SP_DYN_TO65_FE_ZS | Survival to age 65, female (% of cohort)
#> SP_DYN_TO65_MA_ZS | Survival to age 65, male (% of cohort)
#> SP_M15_2024_FE_ZS | Women who were first married by age 15 (% of women ages 20-24)
#> SP_M18_2024_FE_ZS | Women who were first married by age 18 (% of women ages 20-24)
#> SP_MTR_1519_ZS | Teenage mothers (% of women ages 15-19 who have had children or are currently pregnant)
#> SP_POP_0014_TO_ZS | Population ages 0-14 (% of total population)
#> SP_POP_1564_TO_ZS | Population ages 15-64 (% of total population)
#> SP_POP_65UP_FE_ZS | Population ages 65 and above, female (% of female population)
#> SP_POP_65UP_MA_ZS | Population ages 65 and above, male (% of male population)
#> SP_POP_65UP_TO_ZS | Population ages 65 and above (% of total population)
#> SP_POP_TOTL_FE_ZS | Population, female (% of total population)
#> SP_URB_TOTL_IN_ZS | Urban population (% of total population)
#> ST_INT_RCPT_XP_ZS | International tourism, receipts (% of total exports)
#> ST_INT_XPND_MP_ZS | International tourism, expenditures (% of total imports)
#> TG_VAL_TOTL_GD_ZS | Merchandise trade (% of GDP)
#> TM_TAX_MANF_BC_ZS | Binding coverage, manufactured products (%)
#> TM_TAX_MANF_BR_ZS | Bound rate, simple mean, manufactured products (%)
#> TM_TAX_MANF_IP_ZS | Share of tariff lines with international peaks, manufactured products (%)
#> TM_TAX_MANF_SM_AR_ZS | Tariff rate, applied, simple mean, manufactured products (%)
#> TM_TAX_MANF_SM_FN_ZS | Tariff rate, most favored nation, simple mean, manufactured products (%)
#> TM_TAX_MANF_SR_ZS | Share of tariff lines with specific rates, manufactured products (%)
#> TM_TAX_MANF_WM_AR_ZS | Tariff rate, applied, weighted mean, manufactured products (%)
#> TM_TAX_MANF_WM_FN_ZS | Tariff rate, most favored nation, weighted mean, manufactured products (%)
#> TM_TAX_MRCH_BC_ZS | Binding coverage, all products (%)
#> TM_TAX_MRCH_BR_ZS | Bound rate, simple mean, all products (%)
#> TM_TAX_MRCH_IP_ZS | Share of tariff lines with international peaks, all products (%)
#> TM_TAX_MRCH_SM_AR_ZS | Tariff rate, applied, simple mean, all products (%)
#> TM_TAX_MRCH_SM_FN_ZS | Tariff rate, most favored nation, simple mean, all products (%)
#> TM_TAX_MRCH_SR_ZS | Share of tariff lines with specific rates, all products (%)
#> TM_TAX_MRCH_WM_AR_ZS | Tariff rate, applied, weighted mean, all products (%)
#> TM_TAX_MRCH_WM_FN_ZS | Tariff rate, most favored nation, weighted mean, all products (%)
#> TM_TAX_TCOM_BC_ZS | Binding coverage, primary products (%)
#> TM_TAX_TCOM_BR_ZS | Bound rate, simple mean, primary products (%)
#> TM_TAX_TCOM_IP_ZS | Share of tariff lines with international peaks, primary products (%)
#> TM_TAX_TCOM_SM_AR_ZS | Tariff rate, applied, simple mean, primary products (%)
#> TM_TAX_TCOM_SM_FN_ZS | Tariff rate, most favored nation, simple mean, primary products (%)
#> TM_TAX_TCOM_SR_ZS | Share of tariff lines with specific rates, primary products (%)
#> TM_TAX_TCOM_WM_AR_ZS | Tariff rate, applied, weighted mean, primary products (%)
#> TM_TAX_TCOM_WM_FN_ZS | Tariff rate, most favored nation, weighted mean, primary products (%)
#> TM_VAL_AGRI_ZS_UN | Agricultural raw materials imports (% of merchandise imports)
#> TM_VAL_FOOD_ZS_UN | Food imports (% of merchandise imports)
#> TM_VAL_FUEL_ZS_UN | Fuel imports (% of merchandise imports)
#> TM_VAL_ICTG_ZS_UN | ICT goods imports (% total goods imports)
#> TM_VAL_INSF_ZS_WT | Insurance and financial services (% of commercial service imports)
#> TM_VAL_MANF_ZS_UN | Manufactures imports (% of merchandise imports)
#> TM_VAL_MMTL_ZS_UN | Ores and metals imports (% of merchandise imports)
#> TM_VAL_MRCH_AL_ZS | Merchandise imports from economies in the Arab World (% of total merchandise imports)
#> TM_VAL_MRCH_HI_ZS | Merchandise imports from high-income economies (% of total merchandise imports)
#> TM_VAL_MRCH_OR_ZS | Merchandise imports from low- and middle-income economies outside region (% of total merchandise imports)
#> TM_VAL_MRCH_R1_ZS | Merchandise imports from low- and middle-income economies in East Asia & Pacific (% of total merchandise imports)
#> TM_VAL_MRCH_R2_ZS | Merchandise imports from low- and middle-income economies in Europe & Central Asia (% of total merchandise imports)
#> TM_VAL_MRCH_R3_ZS | Merchandise imports from low- and middle-income economies in Latin America & the Caribbean (% of total merchandise imports)
#> TM_VAL_MRCH_R4_ZS | Merchandise imports from low- and middle-income economies in Middle East & North Africa (% of total merchandise imports)
#> TM_VAL_MRCH_R5_ZS | Merchandise imports from low- and middle-income economies in South Asia (% of total merchandise imports)
#> TM_VAL_MRCH_R6_ZS | Merchandise imports from low- and middle-income economies in Sub-Saharan Africa (% of total merchandise imports)
#> TM_VAL_MRCH_RS_ZS | Merchandise imports by the reporting economy, residual (% of total merchandise imports)
#> TM_VAL_MRCH_WR_ZS | Merchandise imports from low- and middle-income economies within region (% of total merchandise imports)
#> TM_VAL_OTHR_ZS_WT | Computer, communications and other services (% of commercial service imports)
#> TM_VAL_TRAN_ZS_WT | Transport services (% of commercial service imports)
#> TM_VAL_TRVL_ZS_WT | Travel services (% of commercial service imports)
#> TX_MNF_TECH_ZS_UN | Medium and high-tech exports (% manufactured exports)
#> TX_VAL_AGRI_ZS_UN | Agricultural raw materials exports (% of merchandise exports)
#> TX_VAL_FOOD_ZS_UN | Food exports (% of merchandise exports)
#> TX_VAL_FUEL_ZS_UN | Fuel exports (% of merchandise exports)
#> TX_VAL_ICTG_ZS_UN | ICT goods exports (% of total goods exports)
#> TX_VAL_INSF_ZS_WT | Insurance and financial services (% of commercial service exports)
#> TX_VAL_MANF_ZS_UN | Manufactures exports (% of merchandise exports)
#> TX_VAL_MMTL_ZS_UN | Ores and metals exports (% of merchandise exports)
#> TX_VAL_MRCH_AL_ZS | Merchandise exports to economies in the Arab World (% of total merchandise exports)
#> TX_VAL_MRCH_HI_ZS | Merchandise exports to high-income economies (% of total merchandise exports)
#> TX_VAL_MRCH_OR_ZS | Merchandise exports to low- and middle-income economies outside region (% of total merchandise exports)
#> TX_VAL_MRCH_R1_ZS | Merchandise exports to low- and middle-income economies in East Asia & Pacific (% of total merchandise exports)
#> TX_VAL_MRCH_R2_ZS | Merchandise exports to low- and middle-income economies in Europe & Central Asia (% of total merchandise exports)
#> TX_VAL_MRCH_R3_ZS | Merchandise exports to low- and middle-income economies in Latin America & the Caribbean (% of total merchandise exports)
#> TX_VAL_MRCH_R4_ZS | Merchandise exports to low- and middle-income economies in Middle East & North Africa (% of total merchandise exports)
#> TX_VAL_MRCH_R5_ZS | Merchandise exports to low- and middle-income economies in South Asia (% of total merchandise exports)
#> TX_VAL_MRCH_R6_ZS | Merchandise exports to low- and middle-income economies in Sub-Saharan Africa (% of total merchandise exports)
#> TX_VAL_MRCH_RS_ZS | Merchandise exports by the reporting economy, residual (% of total merchandise exports)
#> TX_VAL_MRCH_WR_ZS | Merchandise exports to low- and middle-income economies within region (% of total merchandise exports)
#> TX_VAL_OTHR_ZS_WT | Computer, communications and other services (% of commercial service exports)
#> TX_VAL_TECH_MF_ZS | High-technology exports (% of manufactured exports)
#> TX_VAL_TRAN_ZS_WT | Transport services (% of commercial service exports)
#> TX_VAL_TRVL_ZS_WT | Travel services (% of commercial service exports)
#>
# Search for real/constant price variables
wp_info(search = "_R_")
#> ############# Quarterly Data (59/249 variables) #############
#>
#> [WB] Data from World Bank Indicators
#> GDP_R_2015 | GDP (constant 2015 US$) (smoothed)
#>
#> [IMF IFS] Data from IMF's International Financial Statistics (IFS)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2010)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2018)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2022)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2000)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2007)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2016)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2005)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2012)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2015)
#> NGDP_R_SA_XDC | Gross Domestic Product, Real, Seasonally Adjusted, Domestic Currency (base year:2014)
#> TMG_R_CIF_IX | External Trade, Goods, Volume of Imports, Cost Insurance Freight (CIF), Index (base year:2010=100)
#> TXG_R_FOB_IX | External Trade, Goods, Volume of Exports, Free on Board (FOB), Index (base year:2010=100)
#>
#> [IMF BOP] Data from IMF's Balance of Payments and International Investment Position
#> BP_R_2023 | Overall Balance of Payments (Should be 0)(constant 2023 USD)
#> CA_R_2023 | Capital Account Balance (Excl. Reserves)(constant 2023 USD)
#> CAi_R_2023 | Capital Account Inflow (Excl. Reserves)(constant 2023 USD)
#> CAo_R_2023 | Capital Account Outflow(constant 2023 USD)
#> CU_R_2023 | Current Account Balance(constant 2023 USD)
#> DER_R_2023 | Net Financial Derivatives and Stock Options(constant 2023 USD)
#> EO_R_2023 | Errors and Omissions(constant 2023 USD)
#> ExF_R_2023 | Exceptional Financing(constant 2023 USD)
#> EXg_R_2023 | Exports of Goods(constant 2023 USD)
#> EXs_R_2023 | Exports of Services(constant 2023 USD)
#> FA_R_2023 | Financial Account Balance (Excl. Excep. Financing)(constant 2023 USD)
#> FER_R_2023 | Change in Foreign Exchange Reserves(constant 2023 USD)
#> GBT_R_2023 | Goods Trade Balance(constant 2023 USD)
#> GSI_R_2023 | Goods, Services, and Primary Income Balance(constant 2023 USD)
#> iDER_R_2023 | Financial Derivatives and Stock Options Liabilities(constant 2023 USD)
#> iDID_R_2023 | Inward Direct Investment (Debt)(constant 2023 USD)
#> iDIE_R_2023 | Inward Direct Investment (Equity & Funds)(constant 2023 USD)
#> iFDI_R_2023 | Inward FDI(constant 2023 USD)
#> imfCL_R_2023 | Net IMF Credit and Loans(constant 2023 USD)
#> imfRE_R_2023 | Change in IMF Reserve Assets(constant 2023 USD)
#> IMg_R_2023 | Imports of Goods(constant 2023 USD)
#> IMs_R_2023 | Imports of Services(constant 2023 USD)
#> iOI_R_2023 | Other Investments Incurred(constant 2023 USD)
#> iOID_R_2023 | Other Debt Instruments Incurred(constant 2023 USD)
#> iOIE_R_2023 | Other Equity Incurred(constant 2023 USD)
#> iPOR_R_2023 | Inward Portfolio Investments (Incurred)(constant 2023 USD)
#> iPORD_R_2023 | Debt Securities Incurred(constant 2023 USD)
#> iPORE_R_2023 | Equity and Investment Funds Incurred(constant 2023 USD)
#> oDER_R_2023 | Financial Derivatives and Stock Options Assets(constant 2023 USD)
#> oDID_R_2023 | Outward Direct Investment (Debt)(constant 2023 USD)
#> oDIE_R_2023 | Outward Direct Investment (Equity & Funds)(constant 2023 USD)
#> oFDI_R_2023 | Outward FDI(constant 2023 USD)
#> oOI_R_2023 | Other Investments Acquired(constant 2023 USD)
#> oOID_R_2023 | Other Debt Instruments Acquired(constant 2023 USD)
#> oOIE_R_2023 | Other Equity Acquired(constant 2023 USD)
#> oPOR_R_2023 | Outward Portfolio Investments (Acquired)(constant 2023 USD)
#> oPORD_R_2023 | Debt Securities Acquired(constant 2023 USD)
#> oPORE_R_2023 | Equity and Investment Funds Acquired(constant 2023 USD)
#> PIi_R_2023 | Primary Income Received(constant 2023 USD)
#> PIo_R_2023 | Primary Income Payments(constant 2023 USD)
#> SIi_R_2023 | Secondary Income Received(constant 2023 USD)
#> SIo_R_2023 | Secondary Income Payments(constant 2023 USD)
#> TB_R_2023 | Trade Balance(constant 2023 USD)
#> TCC_R_2023 | Current and Capital Account Balance(constant 2023 USD)
#>
#> [BIS] Data from BIS Statistics
#> HOUSE_PRICE_R_2010 | Residential property prices, Real, Index, 2010 = 100
#>
#> ############# Yearly Data (1/888 variables) #############
#>
#> [WB] Data from World Bank Indicators
#> GDP_R_2015_Y | GDP (constant 2015 US$)
#>
# Multiple search terms finding either pattern
wp_info(search = c("GDP", "investment"))
#> ############# Quarterly Data (0/249 variables) #############
#>
#> ############# Yearly Data (4/888 variables) #############
#>
#> [WB] Data from World Bank Indicators
#> BM_KLT_DINV_WD_GD_ZS | Foreign direct investment, net outflows (% of GDP)
#> BX_KLT_DINV_WD_GD_ZS | Foreign direct investment, net inflows (% of GDP)
#> GC_NFN_TOTL_GD_ZS | Net investment in nonfinancial assets (% of GDP)
#>
#> [JST] Data from JORDA-SCHULARICK-TAYLOR MACROHISTORY DATABASE (Jorda, et al., 2017. 'Macrofinancial History and the New Business Cycle Facts.')
#> IY_JST | Investment-to-GDP ratio
#>
# Get data without printing
gdp_vars <- wp_info(search = "GDP", print = FALSE)