Wharton Research Data Services (WRDS) provides the leading business intelligence, data analytics, and research platform to global institutions—enabling historical analysis and insight into the latest innovations in academic research. WRDS democratizes data access so that all disciplines — Accounting, Banking, Economics, ESG, Finance, Healthcare, Insurance, Marketing, and Statistics — can easily search for concepts across the data repository.
【Language】English
【Update】Daily / Weekly / Monthly / Quarterly / Annually / ...
【Region】North America / Asia / Global
【Provider】The Wharton School of the University of Pennsylvania
【Full Access】(Queries) Data
【More Types】Tools / Videos
【Download Data】
- Fixed-Width or Tab-Delimited Text (.txt)
- Excel (.xlsx) / comma-delimited text (.csv)
- HTML Table (.htm) / dBase (.dbf)
- SAS (.sas7bdat) / STATA (.dta) / SPSS (.sav)
- Choose Compression Type: zip (.zip) / gzip (.gz)
- Choose Date Format
【Data Coverage】Find Companies / Variables
( WRDS ) ▼
- European Short Data
- Event Study
- Intraday Indicators
- Linking Suite
- Subsidiary Data
- US Patents
- World Indices
( Third Party ) ▼
- BoardEx
- Bureau van Dijk: ORBIS
- Compustat - Capital IQ
- CSMAR
- Bank Regulatory
- Blockholders
- CBOE Indexes
- Contributed Data
- CRSP (The Center for Research in Security Prices) *
- DMEF Academic Data
- External Data Sources
- Fama-French Portfolios and Factors
- Federal Judicial Center
- Federal Reserve Bank Reports
- Historical SPDJI
- Macro Finance Society
- MSRB
- OTC Markets
- Pastor-Stambaugh and Other Liquidity Factors
- Penn World Tables
- Peters and Taylor Total Q
- Philadelphia Stock Exchange (PHLX)
- Public Data
- Research Quotient
- SEC Order Execution
- TRACE
【Data Query】Web Query Forms
【Analytics Tools】(by topics)
- Efficient Frontier
- Event Study
- Financial Ratios
- Programming Tools
- SEC
- Other Research Tools: Intraday Indicators / Beta Suite / Linking Suite / World Indices / ...
【Classroom Tools】(by topics)
- Accounting
- Fixed Income
- Introduction to WRDS
- Investments
- Macroeconomics
- SEC
- Text Analytics
【Learning Videos】(by topics)
- Information Professionals
- Instructors
- Researchers
【Research Help】
- Research Applications: WRDS replicated widely-cited papers that represent various areas of research. The sample source codes offer users the flexibility to customize them to address their specific research needs.
- Research Macros: They are standardized SAS routines frequently used by researchers in Finance and Accounting to perform common empirical procedures.
- Research Guides: Provide survey of relevant literature and overviews of data sources commonly used in selected research areas.
【Main Subjects】
- Business Intelligence
- Financial Data
- Market Data
- Events
- Stock Market
- Indices
- Patents
- Bank Regulatory
- Companies
- Macro Finance
- Securities
- ESG
- ...
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