Data visualization

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.

An R Shiny app to search trends in words used in U.S. Presidential campaign speeches from 1954 to 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.

I analyze scripts from the popular show, Stranger Things, and use sentiment analysis to identify the scariest season. (Featured in Blog post).