Golf Match Simulator App
An R Shiny app to predict outcomes in golf matches
An R package to improve workflow with k-modes modeling. I demo package functionality by identifying latent customer groups of a telecom company, which are then used to predict customer churn.
Political Speech N-gram Viewer
An R Shiny app to search trends in words used in U.S. Presidential campaign speeches from 1954 to 2020
The Prevalence of Exclusionary Nationalism across Party Manifestos, 1920-2020
Using data from the Comparative Manifesto Project, I analyze trends in the prevalence of exclusionary nationalism present in party platforms. Results are shown with an interactive plot and heat map table.
Using sentiment analysis to identify the scariest season of Stranger Things
I analyze scripts from the popular show, Stranger Things, and use sentiment analysis to identify the scariest season. (Featured in Blog post).