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Access to some of these databases is limited to the Department of Finance faculty and graduate students. Please contact
for further details.

Rogers Family Trading Room

  • FactSet: Financial statement and price data, ShareRepellent dataset, Lionshares Institutional Ownership data, Mergerstat, Transcripts of conference calls and more.
  • Bloomberg: News plus both Historical and Current pricing for Equity, Fixed Income, Commodity, and FX.
  • Morningstar: Mutual Fund and Hedge Fund performance and holdings data.
  • TradeStation: Real time and historical market price data for US, German, and Eurex stocks, Forex data, futures, and options.
  • Thomson Reuters Eikon (includes Datastream and modules from Thomson One Banker): Historical stock index data, exchange rates, interest rates, warrant and commodity data, economic data, bonds, equities, and company accounts.  Eikon also provides real time market data and the Ownerships, Estimates, and Financials modules from Thomson One Banker.


  • AuditAnalytics: Provides detailed audit information of accounting firms and publicly registered companies, including audit details and fees paid for specific services.
  • Bank Regulatory: Provide accounting data for bank holding companies, commercial banks, savings banks, and savings and loans institutions.
    • Commercial Bank: Contains data derived from the Report of Condition and Income (also called the “Call Report”) for banks regulated by the Federal Reserve System, Federal Deposit Insurance Corporation, and the Comptroller of the Currency.
    • Bank Holding Company: Contains data derived from the FRY-9 reports of bank holding companies.
    • FDIC/OTS Deposit: Deposit data on each office of every FDIC-insured bank and savings association.
    • Merger Description: Provides acquisition/merger data about conditions when a financial institution ceased to exist.
    • Research Information System: Financial data and history of all entities filing the Call Report and some savings institutions filing the OTS Thrift Financial Report (TFR).
  • Blockholders: Includes standardized data for blockholders of 1,913 companies. For information, see Dlugosz, Jennifer, et al. (2006). "Large blocks of stock: Prevalence, size, and measurement." Journal of Corporate Finance 12(3), 594-618.
  • CBOE Indexes: Volatility measure is a key measure of market-implied expectations of near-term volatility as conveyed by S&P 500 stock index option prices.
  • COMPUSTAT: Database of U.S. and Canadian fundamentals and market information on active and inactive publicly held companies.
  • Execucomp: Executive compensation for top 5 executives of the approximately 1,500 of the largest public firms. Includes stock and options grants and pension data.
  • CRSP: Stock and mutual fund prices and returns.
  • CUSIP: CUSIP numbers and descriptions of corporate, municipal and government securities offered in North America.
  • DMEF Academic Data: Four data sets containing the buying history of customers of nationally known catalog and non-profit database marketing businesses.
  • Dow Jones: The Dow Jones Averages: Daily and Monthly Dow Jones Composite (DJA), Dow Jones Industrial (DJI), Dow Jones Transportation (DJT), Dow Jones Utility (DJU), Dow 10, and Dow 5.
  • Eventus: Performs event studies using data read directly from CRSP stock databases or pre-extracted from any source.
  • FDIC: Historical financial data for all banks/institutions filing the Report of Condition and Income (Call Report) or OTS Thrift Financial Report (TFR). Includes structure/merger history and financial time series data.
  • Fama French & Liquidity Factors: ME, BE/ME factors of F-F, as well as the Pastor-Stambaugh Liquidity series and the Sadka Liquidity measure.  FF measures available on daily and monthly basis (also available on Ken French's webpage).
  • Federal Reserve Bank
    • ForEx: Based upon the Federal Reserve Board’s H.10 release and contains Foreign Exchange rates for over 30 world currencies and trade-weighted indices.
    • Interest Rates: Based upon the Federal Reserve Board’s H.15 release that contains selected interest rates for U.S. Treasuries and private money market and capital market instruments.
    • State Indices: A set of coincident indexes for the 50 states has been developed at the Federal Reserve Bank of Philadelphia, based on a national coincident index methodology developed by James Stock and Mark Watson.
  • I/B/E/S: Summary and individual analyst forecasts of company earnings, cash flows, and other important financial items, as well as buy-sell-hold recommendations.
  • ISSM: Tick-by-tick data covering the NYSE and AMEX between 1983 and 1992, and NASDAQ between 1987 and 1992.
  • ISS (formerly Riskmetrics,subscription is not current, the latest data available is for the fiscal year 2012):
    • Directors Data: includes variables related to board directors (e.g., name, age, tenure, gender, committee memberships, independence classification, primary employer and title, number of other public company boards serving on, shares owned, etc.).
    • Corporate Takeover Defenses: include variables related to shareholder voting rights, takeover defense tactics (e.g., poison pills), and related provisions.
  • Option Metrics: Includes historical price, implied volatility, and sensitivity information for US equity and index options, covering all US listed index and equity options beginning in 1996.
  • PHLX: Information regarding the Philadelphia Stock Exchange and the stocks, equity options, sector index options and currency pairs traded therein.
  • Penn World Tables: The Penn World Tables provides national income accounts-type of variables converted to international prices.
  • SEC Order Execution: Data for 2000-2005 on quality of executions at various exchanges on a stock-by-stock basis, including how market orders of various sizes are executed relative to the public quotes and information about effective spreads.
  • TRACE: Trade Reporting and Compliance Engine is a source of over-the-counter (OTC) corporate bond market prices.
  • Thomson Reuters DealScan: Source of information on the global syndicated bank loan market. Data sources include regulatory filings, bank submissions and journalist contributions.
  • WRDS SEC Analytics Suite (Trial): Daily updated archived SEC filings, including exhibits, filing size, SEC acceptance date, and state of incorporation and headquarters information.
  • Zacks (Trial): Includes Detail and Summary files of EPS forecasts and recommendations, along with pre-announcement guidance and price targets. This database also has linking file for broker names.


  • BoardEx: Contains biographical information of most board members and senior executives of public firms around the world and the relationships between them.
  • ISS Incentive Lab: Executive Compensation database with detailed information on contract-specific benchmarks and metrics, award valuation, and non-salary based incentive pay.
  • Moody’s Default and Recovery Database: Rating data for individual debt securities and distinct issuers. Provides data needed to estimate likelihood of default, loss given default, and overall expected loss.
  • Thomson One Banker (can be accessed via web page or Eikon program):
    • Deals module: detailed information on new issues, mergers and acquisitions, syndicated loans.
    • Private Equity module: SDC VentureXpert - provides information regarding venture capital, buyouts, private equity funds, firms, executives, portfolio companies and limited partners.
  • WorldScope (available via Datastream): Detailed financial statement data and profile data on public companies domiciled outside of the United States of America. It also contains complete coverage of US companies filing with the Securities Exchange Commission, with the exception of closed end investment companies.
  • Raven Pack: Provides real-time news analysis services.  Fast and accurate for analyzing unstructured content.  Useful for incorporating public information.  Services include News Analytics and RavenPack Labs (which derives quantitative factors from news items).
  • ISS Direct: Includes data on proxy voting results for companies, as well as data on historical mutual fund voting.
  • HFR (Hedge Fund Research) : Hedge Fund data, including holdings, administrative, ROR and AUM details for over 7000 funds.
  • BarclayHedge (Global and Graveyard): Data on Hedge Funds, Funds of funds, and CTAs.  Monthly returns, holdings, performance, assets, and fees data.
  • LIPPER TASS Hedge fund database: Data on the performance and fees for hedge funds and funds of hedge funds.
  • Thomson Reuters 13F: Provides the common stock holdings and transactions of financial institutions, as reported SEC Form 13F filings. This information is at a "manager" level, not fund level, and covers holdings information for all institutional managers with $100M or more in Assets under management.

Institute for Real Estate Studies

  • CRSP/Ziman REIT: Prices returns on other data for REITs and REIT indices
  • Home Mortgage Disclosure Act (HMDA) : Federally collected information on mortgage applications from all lenders (accept/reject decision)
  • New Century Mortgage Data: Subprime mortgages (origination and performance) originated and/or serviced by bankrupt New Century
  • SNL REIT Datasource: Financial data on REITs
  • Freddie Mac Single Family Loan-Level Dataset: Loan performance data on 15.7 million mortgages originated between 1999 and 2011.
  • BlackBox (BBX): BBx Data® provides detailed information regarding loan characteristics (at origination) and historical loan performance of the underlying loans in residential mortgage-backed securities in both the agency and non-agency markets.

Selected Penn State Schreyer Business Library Data Sources

  • ABI/Inform: This database (part of ProQuest) provides online access to articles from the Wall Street Journal as well as from leading business periodicals.
  • Best’s Library Center: A database for research on insurance companies. Includes Best’s Insurance Reports on Property/Casualty and Life/Health companies in the U.S. and Canada.
  • Capital Changes: Provides the facts and figures to compute a security holder’s gain or loss from capital changes. Covers federal tax consequences of capital changes for more than 58,000 corporations and organizations resulting from stock dividends, stock splits, reorganizations, exchanges, rights and other changes in capital structure in a database that spans over 100 years.  Access this through CCH IntelliConnect.
  • Tax Research Network: This database provides state and federal taxation information. Access through CCH IntelliConnect.
  • Deal Pipeline: Provides news and comments from analysts on mergers and acquisitions, IPOs, financings, and bankruptcies.
  • Factiva: Search tool for leading business and news publications, including the Wall Street Journal, Barron’s, and The New York Times. Also includes company financials, industry snapshots, and stock quotes.
  • IBISWorld: This database contains over 700 full-text industry reports.
  • Mergent Online: a subscription-based service offering information on 15,000 U.S. public companies and 30,000 non-U.S. Public companies
  • Mintel: This database provides the full-text of market research reports for the U.S. and European consumer markets.
  • Thomson ONE Banker (Investext): Contains research reports written by analysts at investment banks, brokerage houses, and consulting groups worldwide.