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News sentiment analysis and web browsing data are unilluminating alone, but inspected together, predict fluctuations in stock prices.
When the number of tweets about an event peaks, the sentiment of those tweets correlates strongly with abnormal stock market returns.
Analysis of web search queries about a given stock, from the seemingly uncoordinated activity of many users, can anticipate the trading peak.