Can Machine Learning Classify Congressional Bills? Testing Baseline Models
Testing whether machine learning can classify congressional bills by policy area. Comparing Naive Bayes, Logistic …
Computational Social Science
6 posts tagged with 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
Comprehensive data science project that scraped 47,000+ congressional bills, analyzed legislative patterns, and built ML …
PyConversations: Social Media Conversational Analysis
Undergraduate thesis exploring representation learning for social media text and developing tools for cross-platform …
NewsTweet: a dataset of social media embedding in online journalism
Describes the creation of NewsTweet, a large-scale dataset and pipeline for studying embedded tweets in online news. …
Investigating Coordinated 'Social' Targeting of High-Profile Twitter Accounts
An investigation into strange follower dynamics on high-profile Twitter accounts, documenting phenomena like sub-second …