2015 · 30 citations · 11 references
BusinessComputer ScienceFinanceFinancial MarketsForecastingInformation RetrievalDigital MarketsSearch AnalyticsSearch Log AnalysisSearch SystemsWeb SearchDigital Currency IssuanceMedia AttentionSearch Engine User BehaviorWeb 2.0Web Search Behavior
In the last decade, Web 2.0 services such as blogs, tweets, forums, chats, email etc. have been widely used as communication media, with very good results. Sharing knowledge is an important part of learning and enhancing skills. Furthermore, emotions may affect decisionmaking and individual behavior. Bitcoin, a decentralized electronic currency system, represents a radical change in financial systems, attracting a large number of users and a lot of media attention. In this work, we investigated if the spread of the Bitcoin’s price is related to the volumes of tweets or Web Search media results. We compared trends of price with Google Trends data, volume of tweets and particularly with those that express a positive sentiment. We found significant cross correlation values, especially between Bitcoin price and Google Trends data, arguing our initial idea based on studies about trends in stock and goods market.
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Twitter mood predicts the stock market
Johan Bollen, Huina Mao, Xiao‐Jun Zeng · Journal of Computational Science · 2011 · 5.1K citations · Full text
Detecting influenza epidemics using search engine query data
Jeremy Ginsberg, Matthew H. Mohebbi, Rajan Patel et al. · Nature · 2008 · 4.4K citations · Full text
Veterinary Medicine, Health Informatics, Infectious Diseases +14
Predicting the Present with Google Trends
Hyunyoung Choi, Hal R. Varian · Economic Record · 2012 · 2.3K citations