WSB Sentiments Analysis

My team’s project for SUTD’s 50.017: Artificial Intelligence, which is a course that introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.

The project explores how sentiments on Reddit’s r/wallstreetbets might affect the price movements of the BANG stocks in the market. We also built a simple website which offers a graphical view of our results and model. (The website is no longer maintained and may not work properly)

The project’s Github page can be found here, which contains links to the code, as well as our report.

The general architecture of our pipeline is visualised below.