Michigan Ross iMpact

Leading in Thought & Action

List of Data Subscriptions

Summary of Known Ross Research Computing Data Subscriptions

This list includes data explicitly subscribed to by Research Computing plus "free" offerings made by WRDS. THe WRDS free offerings can change without notice. For the complete list, log onto WRDS at wrds-web.wharton.upenn.edu. If you do not have a WRDS account, you may register at the site as well. All faculty, masters and PhD students are eligible for an individual WRDS account. Undergraduate students can access WRDS via the Kresge Library website at https://www.bus.umich.edu/kresgelibrary/resources/databases.htm#w.

Data subscriptions available via Web:

  • Moodys
  • Bankruptcy.com
  • ISS - Voting Analytics

Data subscriptions accessible via Wharton Research Data Services:

Audit Analytics

  • Audit & Compliance
  • Corporate & Legal

Bank Regulatory

  • Commercial Banks
  • General



Bureau van Dijk

  • Amadeus
  • Bankscope
  • ISIS

CBOE (Chicago Board Options Exchange) Indexes


  • North America
  • Global
  • Bank
  • Historical Segments
  • Capital ID
    • Identifiers
    • People Intelligence
  • Execucomp
  • Unrestated Quarterly
  • Marginal Tax Rates
  • Legacy - Emerging Markets Data Base (EMDB)


  • Stocks
  • Index
  • CRSP/Compustat Merged
  • Treasuries
  • Mutual Funds



DMEF Academic Data

  • Multi-Divison Catalog
  • Non-Profit Organization
  • Reproduction Catalog
  • Specialty Catalog

Dow Jones

Efficient Frontier by WRDS

Event Study by WRDS


Fama French & Liquidity Factors

Federal Reserve Bank

  • Foreign Exchange Rates
  • Interest Rates
  • State Composite Indexes (Legacy)

Hedge Fund Research (HFR) Trial

  • Fund Assets/Performance
  • Fund Header/Administration
  • Fund Instruments
  • Fund Regions
  • HFRI/HFRZ Constituents


  • Detail History
  • Summary History
  • Unadjusted Detail
  • Unadjusted Summary
  • Recommendations
  • Information

IHS Global Insight

ISS (Formerly RiskMetrics)

  • Directors
  • Governance



Option Metrics

  • Ivy DB US


Penn World Tables


  • DowJones Edition
  • PR Edition

SEC Order Execution


Thomson Reuters

  • Mutual Fund Holdings
  • Institutional Holdings
  • Insiders Data

WRDS SEC Analytics Suite Trial

  • SEC Filings Index Data
  • WRDS SEC Filings Queries
  • WRDS SEC Linking Tables

Zacks Trial

  • EPS Consensus
  • EPS Long-Term Growth Consensus
  • EPS Surprises
  • Supplemental Actuals
  • Preannouncement
  • Ratings Consensus
  • Sales Consensus
  • Sales Surprise
  • Target Price Consensus
  • EPS Details