Estimating Partisan Affiliations Using Word Embeddings

• In Event: Partisan Media and Polarization

Brief Overview

We use doc2vec, a natural language processing method that produces document and word embeddings (vectors), to estimate partisanship affiliation for each Twitter user by comparing each user’s biography to a set of partisan keywords.

Author

• Patrick Y. Wu, University of Michigan-Ann Arbor