Data Sources

The Platform integrates data from official institutions, financial markets, and established providers.

Inputs are selected for reliability, consistency, and relevance to institutional capital allocation, advisory, and policy work.

Primary inputs are drawn from:

• Official institutions: central banks, national statistical agencies, ministries of finance, and regulatory authorities
• Multilateral institutions: global and regional bodies covering macroeconomic, sovereign, and private capital data
• Credit and rating providers: sovereign and corporate credit assessments, rating actions, and outlooks
• Industry bodies: organizations publishing data on private capital activity, market structure, and sector trends
• Market infrastructure and data providers: stock exchanges, fixed income markets, and pricing services

Data spans macroeconomic, financial, and capital market activity, including:

• Growth, inflation, and monetary conditions
• Fiscal and sovereign indicators
• External balances and reserves
• Private capital activity, including deal flow, fund formation, and exits
• Public market pricing across equities, fixed income, FX, and commodities

Data is incorporated based on source availability:

• High-frequency inputs updated intraday
• Monthly releases incorporated following publication
• Quarterly releases incorporated following publication

Inputs are validated and aligned to consistent definitions and time intervals.

Where direct data is unavailable or delayed, defined proxy measures are used.

Sources are prioritized based on reliability and consistency. Official institutions take precedence.

Data is used to construct indicators and support analysis within the Platform. It is not redistributed in raw form.

Openly published data used on the Platform is credited to its publisher under that publisher’s terms. Figures shown on the Platform may be transformed (rescaled, combined, or scored) from the original series.

• World Bank data is licensed under the Creative Commons Attribution 4.0 International license (CC BY 4.0). Source: The World Bank. See the World Bank data licenses.
• Source: International Monetary Fund, including the World Economic Outlook, Financial Access Survey, and Financial Soundness Indicators databases, used under the IMF copyright and usage terms. IMF data is available free of charge from the IMF.
• This product uses the FRED® API but is not endorsed or certified by the Federal Reserve Bank of St. Louis. Use of FRED data is subject to the FRED® API Terms of Use. Series that FRED republishes from other owners remain the property of those owners.

• Availability and release timing vary across markets
• Certain inputs rely on proxy measures
• Source revisions may affect historical series