Projects
These projects showcase some of my deeper dives into demographics and voter behavior, natural language processing, and predictive modeling.
Demographics & Partisan Lean
Predicting district PVI from demographic data using regression models to understand the relationship between community composition and voting patterns.
NLP Campaign Messaging
Examining candidate messaging strategies with topic modeling and clustering to understand political communication patterns and voter engagement tactics.
State Legislative Districts PVI
Mapping state legislative districts and calculating PVI using GeoPandas and interactive visualizations to analyze political geography at the state level.