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Social media bots and stock markets
Authors:Rui Fan  Oleksandr Talavera  Vu Tran
Abstract:This study examines the link between information spread by social media bots and stock trading. Based on a large sample of tweets mentioning 55 companies in the FTSE 100 composites, we find significant relations between bot tweets and stock returns, volatility, and trading volume at both daily and intraday levels. These results are also confirmed by an event study of stock response following abnormal increases in the volume of tweets. The findings are robust to various specifications, including controlling for traditional news channel, alternative measures of volatility, information flows in pretrading hours, and different measures of sentiment.
Keywords:computational linguistics  investor sentiment  noise traders  social media bots  text classification
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