Classifying Congressional Bills with Machine Learning
Testing ML classification of congressional bills by policy area. Comparing Naive Bayes, Logistic Regression, and XGBoost …
Data-Science
Congressional Data Analysis & Classification
Data science project scraping 47,000+ congressional bills, analyzing legislative patterns, and building ML models …...
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 …...
Breaking Down Machine Learning for the Average Person
Discover how machine learning actually works through three fundamental approaches, explained with everyday examples you …
Count Vectorization with scikit-learn in Python
Learn count vectorization in Python: convert text to numerical vectors using scikit-learn's CountVectorizer with …