An interactive app built using Python using Flask and Postgres and deployed with Heroku.
This application predicts the authorship of each of The Federalist Papers using writing samples of the Founding Fathers as training data and indicates what words and phrases in the text lead the model to a particular conclusion.
The Federalist Papers are a collection of 85 articles and essays written by Alexander Hamilton, James Madison, and John Jay under the pseudonym "Publius" to promote the ratification of the United States Constitution. The first 77 of these essays were published serially in the Independent Journal, the New York Packet, and The Daily Advertiser between October 1787 and April 1788