Classifying Congressional Bills with Machine Learning
Testing ML classification of congressional bills by policy area. Comparing Naive Bayes, Logistic Regression, and XGBoost …
Computational Social Science
How Does Congress Actually Work? Data from 15K Bills
What happens to bills in Congress? Analyzing 15K+ bills from the 117th Congress to understand legislative patterns, …
Congressional Data Analysis & Classification
Data science project scraping 47,000+ congressional bills, analyzing legislative patterns, and building ML models …...
PyConversations: Social Media Conversational Analysis
Undergraduate thesis exploring representation learning for social media text and developing tools for cross-platform …
NewsTweet Dataset: Social Media in Digital Journalism
NewsTweet dataset and pipeline for studying embedded tweets in online news. Analysis shows 13% of stories contain …...
Coordinated Social Targeting on Twitter
Investigation into follower dynamics on high-profile Twitter accounts, documenting sub-second spikes, saw-tooth …...