IMF Data

IMF.RES ED. Covers 200 countries with data from 1962 to 2014. It has three main indicators:

the Export Diversification Index, which can be disaggregated into sub-indices covering the Extensive Margin and the Intensive Margin. As these are Theil indices, higher values for all three correspond to lower export diversification. Latest only (revised in place).

IMF.STA ENVTX.

This dataset tracks government revenue from taxes imposed on activities that negatively impact the environment. These taxes are categorized into four types: energy taxes (including fuel for transport), transport taxes (excluding fuel for transport), pollution taxes, and resource taxes. Latest only (revised in place).

IMF.RES EQ.

This dataset provides export quality indicators for over 800 products across 166 countries from 1963 to 2014, resulting in over 1.7 million observations. Higher index values indicate higher quality, and the index is normalized with a value of 1 representing the 90th percentile of export quality among all exporters (the world frontier). Data can be aggregated at various levels, includin

IMF.STA ER.

This dataset contains historical exchange rate data between the US Dollar, Special Drawing Rights (SDR), Euro, and various national currencies. It includes both period average and end-of-period exchange rates. Vintages: 2026-01, 2026-02, 2026-04, 2026-05.

IMF.STA ESG_FINANCE.

This dataset contains information on sustainable debt instruments, including green bonds, social bonds, sustainability bonds, and sustainability-linked bonds. These are fixed-income securities aimed at supporting environmental, social, or governance (ESG) goals. Green Bonds are fixed income instruments where the proceeds will be exclusively directed to finance or re-finance, i

IMF.STA ESG_FINANCE_CURRENCY.

This dataset contains information on sustainable debt instruments, including green bonds, social bonds, sustainability bonds, and sustainability-linked bonds, categorized by the currency in which they were issued. These are fixed-income securities aimed at supporting environmental, social, or governance (ESG) goals. Green Bonds are fixed income instruments where the p

IMF.STA ESG_FINANCE_ISSUER.

This dataset contains information on sustainable debt instruments, including green bonds, social bonds, sustainability bonds, and sustainability-linked bonds, categorized by the type of issuer. These are fixed-income securities aimed at supporting environmental, social, or governance (ESG) goals. Green Bonds are fixed income instruments where the proceeds will be exclus

IMF.STA FA.

The Fund Accounts dataset provides information on IMF member countries' transactions with, and accounts with the Fund. Vintages: 2026-01, 2026-02, 2026-04, 2026-05.

IMF.STA FD.

The Fiscal Decentralization dataset includes fiscal decentralization indicators for a sample of IMF member countries. The following indicators are included in the dataset: Revenue and Expenditure Decentralization Shares; Transfer dependency and Vertical Fiscal Imbalances; Deficit and Debt; Allocation of expenditure (economic classification); Allocation of expenditure (functional classi

IMF.MCM FDI.

The dataset contains nine indices that summarize how developed financial institutions and financial markets are in terms of their depth, access, and efficiency. These indices are aggregated into an overall index of financial development. With the coverage of over 180 countries on annual frequency from 1980 onwards, the database should offer a useful analytical tool for researchers and

IMF.STA FFS.

This dataset measures the extent to which fossil fuel prices paid by consumers are below their full financial and social costs. This is expressed as an aggregate value for each type of fuel and each economy. Undercharging for fuels is disaggregated into explicit and implicit subsidies. Explicit subsidies measure the amount that the financial cost to supply a fuel (i.e., the supply cos

IMF.STA FLTRI.

This dataset measures the impact of evolving carbon costs on firms’ financial indicators under different transition scenarios. The impacts are aggregated across countries and industries. Carbon Cost to Revenues/Assets indicators give an indication of how high these taxes will be in alternative policy scenarios in comparison to revenues/assets of the disclosing firms, along the trans

IMF.FAD FM.

The Fiscal Monitor surveys and analyzes the latest public finance developments, it updates fiscal implications of the crisis and medium-term fiscal projections, and assesses policies to put public finances on a sustainable footing. Vintages: 2025-10.

IMF.STA FSIBSIS.

The Financial Soundness Indicators (FSIs), developed by the IMF together with the international community, are aimed at supporting macroprudential analysis—the surveillance and assessment of the strengths and vulnerabilities of financial systems. FSIs are macroprudential statistics aimed at filling the gap between macroeconomic statistics and micro-prudential data. These indicator

IMF.STA FSIC.

The Financial Soundness Indicators (FSIs), developed by the IMF together with the international community, are aimed at supporting macroprudential analysis—the surveillance and assessment of the strengths and vulnerabilities of financial systems. FSIs are macroprudential statistics aimed at filling the gap between macroeconomic statistics and micro-prudential data. FSIs are categoriz

IMF.STA FSICDM.

The Financial Soundness Indicators (FSIs), developed by the IMF together with the international community, are aimed at supporting macroprudential analysis—the surveillance and assessment of the strengths and vulnerabilities of financial systems. FSIs are macroprudential statistics aimed at filling the gap between macroeconomic statistics and micro-prudential data. Concentration an

IMF.STA FSI_COUNTRY_METADATA_TABLE_2.

FSIs metadata (Table 2) provides an overview of the underlying definitions, consolidation bases, intra‑group adjustments, and accounting standards for the Financial Soundness Indicators. This metadata enables the FSI data users to correctly use, interpret, and compare the data over time and across countries. Latest only (revised in place).

IMF.STA GENENVPROEXP.

This dataset captures government spending on environmental protection efforts such as pollution abatement, biodiversity conservation, and waste management. These expenditures are classified according to the COFOG framework (Classification of the Functions of Government). Latest only (revised in place).

IMF.STA GFS_BS.

The Government Finance Statistics (GFS) includes a statement of the government’s stocks of assets, liabilities, and net worth. As recommended by GFSM 2014, it reflects the financial position at the end of the accounting period and helps evaluate sustainability and the capacity to meet current and future financial obligations. Latest only (revised in place).

IMF.STA GFS_COFOG.

The Government Finance Statistics (GFS) employs the Classification of the Functions of Government (COFOG) to group government expenditure by the purpose for which funds are used (e.g., health, education, defense). It provides an internationally standardized view of public spending priorities, facilitating comparability and policy analysis. Latest only (revised in place).

IMF.STA GFS_SFCP.

The Government Finance Statistics (GFS) includes the government transactions and stock positions in financial assets and liabilities by counterparty. The counterpart sectors include nonfinancial corporations, the central bank, deposit taking corporations, international organizations, external (foreign) governments, external financial corporations and others Latest only (revised i

IMF.STA GFS_SOEF.

The Government Finance Statistics (GFS) captures changes in the volume or value of assets and liabilities that do not arise from transactions (e.g., valuation changes, reclassifications, and other events). This statement, as per GFSM 2014, is essential for understanding fluctuations in government’s financial position outside regular revenue and expense flows. Latest only (revised

IMF.STA GFS_SOO.

The Government Finance Statistics (GFS) includes a comprehensive report of all government revenues and expenditures, the government net lending / net borrowing (i.e. the government surplus / deficit) as well as the transactions in financial assets and liabilities that explain how the deficit / surplus is financed. Latest only (revised in place).

IMF.STA GFS_SSUC.

The Government Finance Statistics (GFS) includes a cash‐based summary showing how a government obtains and uses its cash resources over a reporting period. This covers inflows (e.g., tax receipts, grants, borrowings) and outflows (e.g., operating expenses, loan repayments), providing insight into the government’s liquidity and financing needs. Latest only (revised in place).

IMF.SPR GPT.

The IMF Global Policy Tracker is a cross-country database of policy measures announced in response to the war in the Middle East. The tracker captures fiscal measures, pricing interventions, monetary and financial policies, foreign exchange operations, trade measures, and real-sector responses — all classified under a consistent taxonomy to enable cross-country and cross-time comparis

IMF.STA GS_ATF.

Gender-disaggregated data on access to and use of financial services. Latest only (revised in place).

IMF.STA GS_CGI.

Data on five composite measures of gender equality. Latest only (revised in place).

IMF.STA GS_ED.

Gender-disaggregated data on educational outcomes. Latest only (revised in place).

IMF.STA GS_HEALTH.

Gender-disaggregated data on health outcomes. Latest only (revised in place).

IMF.STA GS_LEPM.

Data on the proportion of women in leadership positions. Latest only (revised in place).

IMF.STA GS_LGRGHTS.

Data on the legal rights that affects women's economic empowerment. Latest only (revised in place).

IMF.STA GS_LI.

Gender-disaggregated data on labor and income by age, marital status and other characteristics. Latest only (revised in place).

IMF.STA GS_SDO.

Data on Gender-disaggregated on selected population characteristics. Latest only (revised in place).

IMF.FAD HPD.

The Historical Public Debt Database contains unbalanced panel data on Gross Domestic Product, Gross Government Debt, and Debt to GDP Ratio for 187 countries. The series spans the years 1800 through 2015 although each country’s data depends on its date of independence and data availability. Latest only (revised in place).

IMF.FAD ICSD.

This dataset provides comprehensive data for investment and capital stock for the general government, private sector and public-private partnerships, across the Fund member countries. Latest only (revised in place).

IMF.STA IIPCC.

The Currency Composition of International Investment Positions dataset provides a snapshot of the currency breakdown of a country's foreign financial assets and liabilities at a specific date. This includes debt, financial derivatives, and reserve-related assets and liabilities, categorized by sector and currency (domestic, US dollar, Euro, Yen, and others). This data complements th

IMF.STA IL.

International liquidity consists of all the resources that are available to the monetary authorities of countries for the purpose of meeting balance of payments financing needs. Vintages: 2026-01, 2026-02, 2026-04, 2026-05.

IMF.STA IMTS.

The International trade in goods by partner country dataset (formerly Direction of Trade Statistics (DOTS)) includes goods (merchandise) export and import statistics disaggregated according to a country's trading partners. Vintages: 2025-12, 2026-04, 2026-05.

IMF.STA IRFCL.

The International Reserves and Foreign Currency Liquidity (IRFCL, or the “Reserves Data Template”) dataset includes data on the amount and composition of countries’ official reserve assets, other foreign currency assets held by monetary authorities and central governments, and short-term foreign currency obligations and related activities of monetary authorities and central governme

ISORA ISORA_2016_DATA_PUB.

ISORA data for FY2014 and FY2015 Latest only (revised in place).

ISORA ISORA_2018_DATA_PUB.

ISORA data for FY2016 and FY2017 Latest only (revised in place).

ISORA ISORA_LATEST_DATA_PUB.

ISORA data beginning FY2018 to current - For report year 2024 (ISORA2025) Latest only (revised in place).

IMF.STA ITG.

Trade in goods includes all goods which add to, or subtract from, the stock of material resources of a country by entering its economic territory (imports) or leaving it (exports). Goods are physical, produced items over which ownership rights can be established and whose economic ownership can be passed from one institutional unit to another by engaging in transactions. Goods being t

IMF.RES ITS.

Using the IMF’s Balance of Payments Statistics database as a source, the statistics provided here are the first of its kind providing a compilation of detailed historic and new data on world trade in services. This can be a useful resource for researchers, policymakers and businesses for decisions in macroeconomic competitiveness and understanding how technological forces are affectin

IMF.STA LS.

Labor Force Statistics provide information on various aspects of labor markets including employment rates, unemployment rates, labor force participation. Data are obtained from national statistical organizations. The data are used by policymakers, researchers, and analysts to understand labor market conditions, identifying trends, and making informed decisions related to economic devel

IMF.MCD MCDREO.

The Middle East and Central Asia Department Regional Economic Outlook (MCDREO) provides information on recent economic developments and prospects for 32 countries and territories: Afghanistan, Algeria, Armenia, Azerbaijan, Bahrain, Djibouti, Egypt, Georgia, Islamic Republic of Iran, Iraq, Jordan, Kazakhstan, Kuwait, Kyrgyz Republic, Lebanon, Libya, Mauritania, Morocco, Oman, Pakist

IMF.STA MFS_FMP.

The Monetary and Financial Statistics (MFS), Financial Market Prices dataset presents country-specific information on share prices, providing insights into equity markets. These data are compiled using nationally defined methodologies and are not based on a standardized definition across countries. Vintages: 2026-01, 2026-02, 2026-03, 2026-04, 2026-05, 2026-06, 2026-07, 2026-08, 2

IMF.RES MPFT.

Monetary policy framework comprises the structures in place that enable and guide the conduct of monetary policy. In this project, we provide a multidimensional characterization of monetary policy frameworks across three pillars: Independence and Accountability, Policy and Operational Strategy, and Communications (IAPOC). This database covers 50 advanced economies, emerging markets,

IMF.STA NA_MAIN.

This dataset is published in accordance with the SDMX Global Data Structure Definition (DSD) for National Accounts. The National Accounts dataset presents national, official estimates of annual and quarterly expenditure-based Gross Domestic Product (GDP), by economy. Estimates are presented in nominal terms (current prices) and volume terms (with the effect of price changes remove

IMF.STA NDGAIN.

The ND-GAIN index is a global free open-source index, that measures a country’s current vulnerability to climate disruptions and assesses a country’s readiness to leverage private and public sector investment for adaptive actions. The IMF-adapted ND-GAIN index is an adaptation of the original index, adjusted by IMF staff to replace the Doing Business (DB) Index, used as source data

IMF.RES PCPS.

Indices of market prices for fuel and non-fuel commodities, and actual market prices for fuel and non-fuel commodities. Latest only (revised in place).

IMF.STA PI.

The Production Indexes dataset presents data on industrial production, construction, and retail sales indexes. These statistics are widely used to monitor economic activity. Vintages: 2026-01, 2026-02, 2026-04, 2026-05.

IMF.STA PIP.

The Portfolio Investment Positions by Counterpart Economy dataset (formerly Coordinated Portfolio Investment Survey, or CPIS) is a voluntary data collection exercise conducted under the auspices of the IMF. To participate, an economy provides data on its holdings of portfolio investment securities (data are separately requested for equity and investment fund shares, long-term debt ins

IMF.STA PI_WCA.

The Production Indexes dataset presents data on industrial production, construction, and retail sales indexes. These statistics are widely used to monitor economic activity. Vintages: 2026-01, 2026-02, 2026-04, 2026-05.

IMF.STA PPI.

Producer Price Indexes (PPI) measures the average change over time in the selling prices received by domestic producers for their output. Vintages: 2026-01, 2026-02, 2026-04, 2026-05.

IMF.STA QGDP_WCA.

This dataset provides a snapshot of the economic activity of the world and selected country aggregates on a quarterly basis. It offers quarterly measurements of Gross Domestic Product (GDP). Quarterly estimates are disseminated on a seasonally adjusted basis. Vintages: 2026-01, 2026-02, 2026-04, 2026-05.

IMF.STA QGFS.

The Government Finance Statistics (GFS) includes government revenues and expenditures, government net lending / net borrowing (the surplus / deficit) financing transactions and balance sheet data on government assets and liabilities. Statistics are available for different levels of government including budgetary central government, central government and general government. Vintages:

IMF.STA QNEA.

This dataset provides a snapshot of the economic activity of various countries on a quarterly basis. It offers quarterly measurements of key indicators like Gross Domestic Product (GDP), consumption, investment, government spending, and foreign trade. Quarterly estimates are disseminated on non-seasonally adjusted and seasonally adjusted bases. Vintages: 2026-01, 2026-02, 2026-04, 20

IMF.WHD RSUI.

This dataset provides two measures of social unrest derived from media reports. One is the “A” index from the paper, and the “events” series. Suggested citation: "Barrett, P., Appendino, M., Nguyen, K., & de Leon Miranda, J. (2022). Measuring social unrest using media reports. Journal of Development Economics, 158, 102924." Note: some sources mis-label China and Hong Kong SAR. Series

IMF.STA SDG.

This dataset contains data from the International Monetary Fund (IMF) that is used to monitor progress on the Sustainable Development Goals (SDGs). It includes key economic and financial indicators, structured according to the UN's Global Data Structure Definitions (DSD) for easy integration and analysis. Latest only (revised in place).

IMF.RES SRD.

The SRD contains data on a wide range of structural policies across different countries. These policies are things that affect how markets function, like labor laws, regulations on businesses, and trade policies. Latest only (revised in place).

IMF.FAD TAXFIT.

TaxFit is a microsimulation model that computes taxes and benefits— including income taxes, social security contributions, social assistance, care, family, and in-work-benefits — for households whose characteristics are defined by user provided information about gross incomes and family structures. Users can compare the burden and generosity of the tax and benefits systems across 3

IMF.STA TEG.

This dataset provides information on the bilateral trade flows of low-carbon technology products, as well as country and world aggregates . Low carbon technology products produce less pollution than their traditional energy counterparts, and will play a vital role in the transition to a low carbon economy. Low carbon technologies include mechanics like wind turbines, solar panels, bio

IMF.STA UNFCCC.

This dataset provides National Greenhouse Gas Emissions Inventories by the sector of origin and National Mitigation Targets as determined by the countries. Annual country-level estimates of net emissions/removals for 215 countries are presented by six sectors, 14 sub-sectors and four gases, for the years 1970-2021. To facilitate retrieval and use, two aggregated indicators, Total G

IMF.WHD WHDREO.

The WHD Regional Economic Outlook (REO) provides information on recent economic developments and prospects for countries in the Western Hemisphere. Data for the Western Hemisphere REO are prepared in conjunction and are consistent with the semi-annual World Economic Outlook (WEO) exercises. REO aggregate data may differ from WEO aggregates due to differences in group membership. Co

IMF.STA WPCPER.

This dataset provides a cross-country indicator of parallel exchange rates based on crypto markets. Parallel exchange rates are measured as the price of bitcoin on the local market relative to the U.S. market. Suggested citation: Graf von Luckner, C., Koepke, R., & Sgherri, S. (2024). “Crypto as a Marketplace for Capital Flight.” IMF Working Paper No. 2024/133. International Moneta

IMF.STA WPFXI.

This dataset provides data on official and estimated foreign exchange intervention (FXI) for 120 countries since 2000. Suggested citation: Adler, G., K. S. Chang, R. C. Mano and Y.Shao, 2024, "Foreign Exchange Intervention: A Data Set of Official Data and Estimates," Journal of Money, Credit and Banking. https://doi.org/10.1111/jmcb.13137. Data Management: Kyun Suk Chang (KChang@imf