Dissecting the hype: a study of WallStreetBets’ sentiment and network correlation on financial markets

Conference paper

Wang, K, Wong, B, Khoshkholghi, A., Shah, P., Naha, R, Mahanti, A and Kim, J 2024. Dissecting the hype: a study of WallStreetBets’ sentiment and network correlation on financial markets. 38th International Conference on Advanced Information Networking and Applications. Kitakyushu, Japan 17 - 19 Apr 2024
TypeConference paper
TitleDissecting the hype: a study of WallStreetBets’ sentiment and network correlation on financial markets
AuthorsWang, K, Wong, B, Khoshkholghi, A., Shah, P., Naha, R, Mahanti, A and Kim, J
Abstract

The emergence of online investment communities like WallStreetBets (WSB) on Reddit has revolutionised retail trading, characterised by collaborative, meme-infused market influence. This study analyses WSB’s ecosystem, examining
how social sentiment, network structure, and user interactions impact stock volatility. Our analysis leverages sentiment analysis and network theory on millions of posts to understand community dynamics and their effectiveness in predicting stock prices. This research highlights the rising influence of social media in financial markets, especially with the recent surge in retail investors and their market impact.

Sustainable Development Goals9 Industry, innovation and infrastructure
Middlesex University ThemeSustainability
LanguageEnglish
Conference38th International Conference on Advanced Information Networking and Applications
Publication process dates
Accepted18 Jan 2024
Completed17 Apr 2024
Deposited02 May 2024
Output statusAccepted
Accepted author manuscript
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