Textual Analysis Wordlists and Financial Research Tools

Creators:
Tim Loughran and Bill McDonald
Publication Date:
2026-03-01
Data Category:
Dataset Description:
The Software Repository for Accounting and Finance (SRAF) at the University of Notre Dame provides widely used resources for textual analysis of financial documents, most notably the Loughran-McDonald sentiment word lists tailored to financial language, as well as tools for processing SEC filings. The repository also hosts datasets on financial tone, uncertainty, and constraints derived from 10-K filings.
Variables:
Details:

Sign In

Register

Reset Password

Please enter your username or email address, you will receive a link to create a new password via email.