Analyze news headlines from 2020 and create a tool to determine the impact of current articles on the DJIA, S&P 500, & Russell 2000
- Shrey Dudhia
- Shana Zaman
- Hunter Norris
- Brandon Srinath
- Aaron Galloway
Project Start: December 19, 2020 Project End Date: January 16, 2021
- Collect headlines for 2020 regarding the US economy, US stock market, US President, Cryptocurrency OR Bitcoin OR Ethereum, and American politics
- The Guardian API
- Collect market movement data for 2020 (January 2016 - December 2020) from DJIA, S&P500, and Russell 2000
- Google Finance
- Leverage VADER sentiment analysis to determine sentiment of headlines
- Create models for the DJIA, SP500, and Russell 2000 indexs based on sentiment of headlines
- Export models to dashboard
- Create Plotly Dash dashboard allowing external users to type in text and predict market impact.