The data set you requested is hosted on Wharton Research Data Services (WRDS).

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About WRDS

WRDS is a data portal that provides access to 55 Duke-subscribed datasets covering company, industry, capital markets, economic data and more.

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Other Duke students & faculty, please contact us via email.

Can I Use WRDS?

Current Duke students & faculty - Yes.

Duke staff - yes, provided that your use is in direct support of academic research and teaching at Duke.

Duke affiliates - yes, provided that you are enrolled in a joint degree program or other sponsored relationship with Duke or are performing sponsored work for a Duke faculty or staff member in direct support of academic research and teaching at Duke.

Use of WRDS-hosted data is for non-commercial purposes only. Many providers of WRDS data consider investment management and the commercialization of research to be prohibited commercial use. Persons performing those duties for Duke may not be eligible.

Register / Sign In

1st time users click the "Register" tab after connecting.

Do not use your Duke Net ID and password to log in to the WRDS site.

** WRDS account requests submitted after 5pm on weekdays and anytime on weekends will be processed on the following business day.**