Temporal Dynamics of Fragmentation in Reddit Meme Stock Communities: A Network Analysis of the GameStop Event
A content-based network analysis of r/WallStreetBets post titles showing that the GameStop short squeeze produced a dominant aggregated semantic cluster while daily similarity networks reveal sharp fragmentation and entropy spikes aligned with events like Robinhood's trading halt.- doi
- 10.1145/3720533.3750068
- isbn
- 979-8-4007-1533-4
- name
- Temporal Dynamics of Fragmentation in Reddit Meme Stock Communities: A Network Analysis of the GameStop Event
- source
- acm_url
- https://dl.acm.org/doi/10.1145/3720533.3750068
- authors
- Mei Si
- doi_url
- https://doi.org/10.1145/3720533.3750068
- license
- © 2025 Copyright held by the owner/author(s).
- summary
- A content-based network analysis of r/WallStreetBets post titles showing that the GameStop short squeeze produced a dominant aggregated semantic cluster while daily similarity networks reveal sharp fragmentation and entropy spikes aligned with events like Robinhood's trading halt.
- keywords
- Reddit Event Analysis, Semantic Similarity Networks, Social Media Network Fragmentation
- published
- 2025-10-03
- conference
- HT '25 Adjunct: Adjunct Proceedings of the 36th ACM Conference on Hypertext and Social Media, Chicago, IL, USA
- open_access
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- https://dl.acm.org/doi/full/10.1145/3720533.3750068
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- displayAuthor
- Mei Si
- proceedings_url
- https://dl.acm.org/doi/proceedings/10.1145/3720533
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