Back to projects
Reddit Politics Sentiment Dashboard logo

ML + Data + Full-Stack

Reddit Politics Sentiment Dashboard

Built a dashboard that scrapes political forums and classifies sentiment + political leaning.

View live siteView repo

Screenshots

Reddit Politics Sentiment Dashboard screenshot 1
Reddit Politics Sentiment Dashboard screenshot 2

Stack

MongoDBGPT-4 APIPythonJavaScript

Contributions

  • ·Multi-source data scraping pipeline
  • ·MongoDB schema + data flow design
  • ·GPT-4 integration + custom classification model
  • ·Frontend dashboard for model outputs

Impact

84.3%leaning classification accuracy
92.3%sentiment accuracy