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From HODL to MOON: Understanding Community Evolution, Emotional Dynamics, and Price Interplay in the Cryptocurrency Ecosystem. (arXiv:2312.08394v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
This paper presents a large-scale analysis of the cryptocurrency community on
Reddit, shedding light on the intricate relationship between the evolution of
their activity, emotional dynamics, and price movements. We analyze over 130M
posts on 122 cryptocurrency-related subreddits using temporal analysis,
statistical modeling, and emotion detection. While /r/CryptoCurrency and
/r/dogecoin are the most active subreddits, we find an overall surge in
cryptocurrency-related activity in 2021, followed by a sharp decline. We also
uncover a strong relationship in terms of cross-correlation …
analysis community cryptocurrency ecosystem large moon posts reddit relationship scale subreddits temporal understanding