Data Science Projects

A collection of some projects that may or may not be related to my research.

All R Fake News Misinformation Text Mining Social Media Machine Learning Distill NC State GitHub Netlify Blogdown Hugo Postcards Website Build Blog Topic Model BTM Biterm LDA STM

Benchmarking Fake News

An R markdown case study examining the ability to automate identifying metrics or key indicators whether text-based media is misinforming the public.

R; Fake News; Misinformation; Text Mining; Social Media

Identifying Misinformation in the Media

An experiment exploring the power of machine learning to assist in weeding out information designed to deceive or mislead.

R; Fake News; Misinformation; Text Mining; Machine Learning

Distill Website & Digital Portfolio

What began as a digital porfolio project has grown. Here's what I learned while building my first website in 'R'.

R; Distill; NC State; GitHub; Netlify; Blogdown; Hugo; Postcards; Website Build; Blog

Short Text Topic Modeling

This text mining experiment explored how article titles and taglines could be used to generate latent topics in R.

R; Text Mining; Topic Model; BTM; Biterm; LDA; STM