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When the Going Gets Tough, The Tweets Get Going! An Exploratory Analysis of Tweets Sentiments in the Stock Market
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When the Going Gets Tough, The Tweets Get Going! An Exploratory Analysis of Tweets Sentiments in the Stock Market

Andrey Kretinin, Jim Samuel and Rajiv Kashyap
American Journal of Management, Vol.18(5), pp.23-36
North American Business Press
11/01/2018

Abstract

Accuracy Behavior Bias Efficient markets Information seeking behavior Information sources Information systems International conferences Internet stocks Investments Literature reviews Securities prices Social networks Stock exchanges Stock prices Studies Volatility Securities Markets
Information artifacts in social media can have significant impact on domains and subject matter opinions. Asset prices, stock prices and volumes, and metrics are influenced by turbulence in their information ecosystems. Analyses of digital information networks and social media information events have shown information artifacts to affect stock performance without consistent correlation to fundamentals. Thus it becomes important to dispel ambiguity and gain insights into how the sentiments associated with information artifacts in Twitter (due to its extensive usage in relevant signaling), are associated with equity movements. Using an exploratory analysis to study tweet sentiment, we link stock price variations, and explore associated metrics. Our tweets analytics deploying textual analytics, identifies forms in tweet behavior and sentiment shifts.
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Accepted Manuscript (AM) American Journal of Management Open Access
url
https://doi.org/10.33423/ajm.v18i5.251View
Version of Record (VoR) American Journal of Management
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