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Financial Text Mining in Twitterland
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Financial Text Mining in Twitterland (2017)Financial Text Mining in TwitterlandTextual Analysis in Accounting and Finance: A Survey (2016)Textual Analysis in Accountin…The Effects of Twitter Sentiment on Stock Price Returns (2015)The Effects of Twitter Sentim…Social Media, Financial Algorithms and the Hack Crash (2015)Social Media, Financial Algor…Tweets and Trades: the Information Content of Stock Microblogs (2013)Tweets and Trades: the Inform…Predicting Asset Value through Twitter Buzz (2012)Predicting Asset Value throug…Twitter mood predicts the stock market (2011)Twitter mood predicts the sto…Minding the Markets: An Emotional Finance View of Financial Instability (2011)Minding the Markets: An Emoti…Minding the Markets (2011)Minding the MarketsBig data: The next frontier for innovation, competition, and productivity (2011)Big data: The next frontier f…When machines read the news: Using automated text analytics to quantify high frequency news-implied market reactions (2010)When machines read the news: …Affect and Financial Decision-Making: How Neuroscience Can Inform Market Participants (2007)Affect and Financial Decision…Social Mood and Financial Economics (2005)Social Mood and Financial Eco…The Efficient Market Hypothesis and Its Critics (2003)The Efficient Market Hypothes…Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)The Econometrics of Financial Markets (2012)Chapter 4: Using Twitter as a Data Source: An Overview of Ethical, Legal, and Methodological Challenges (2017)The influence of investor sentiment on the green bond market (2020)Stock Market Prediction Using Machine Learning Techniques: A Decade Survey on Methodologies, Recent Developments, and Future Directions (2021)Noise Trader Risk in Financial Markets (1990)A Simple Model of Herd Behavior (1992)The Role of Feelings in Investor Decision-Making (2005)Corporate social responsibility and media coverage (2015)Predicting short-term stock prices using ensemble methods and online data sources (2018)The Quarterly Journal of Economics (2024)The Econometrics of Financial Markets (1997)Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Which News Moves Stock Prices? A Textual Analysis (2013)Information, Trading, and Volatility: Evidence from Firm-Specific News (2018)COVID–19 media coverage and ESG leader indices (2021)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Common risk factors in the returns on stocks and bonds (1993)Asymmetric causality tests with an application (2011)Evaluating multiple classifiers for stock price direction prediction (2015)Applications of deep learning in stock market prediction: Recent progress (2021)Efficient Capital Markets: A Review of Theory and Empirical Work (1970)Illiquidity and stock returns: cross-section and time-series effects (2002)The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices (2016)Intraday online investor sentiment and return patterns in the U.S. stock market (2017)The predictive power of public Twitter sentiment for forecasting cryptocurrency prices (2020)Thirteen Ways to Look at the Correlation Coefficient (1988)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Uniting the Tribes: Using Text for Marketing Insight (2019)Climate Change News Risk and Corporate Bond Returns (2020)Deep learning for financial applications : A survey (2020)Beyond the hype: Big data concepts, methods, and analytics (2014)Big Data: A Survey (2014)Data-intensive applications, challenges, techniques and technologies: A survey on Big Data (2014)Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013)Social media and loneliness: Why an Instagram picture may be worth more than a thousand Twitter words (2016)Text as Data (2019)Policy Bubbles: Policy Overreaction and Positive Feedback (2013)Constructing conviction through action and narrative: how money managers manage uncertainty and the consequence for financial market functioning (2014)Predicting the unpredictable: Value-at-risk, performativity, and the politics of financial uncertainty (2014)Escape from model-land (2019)Networks and systemic risk in the financial system (2019)
this work references cited by second hop

References

  • 2011Twitter mood predicts the stock market5,204 cited
  • 2011Big data: The next frontier for innovation, competition, and productivity5,202 cited
  • 2016Textual Analysis in Accounting and Finance: A Survey2,279 cited
  • 2003The Efficient Market Hypothesis and Its Critics2,159 cited
  • 2013Tweets and Trades: the Information Content of Stock Microblogs561 cited
  • 2005Social Mood and Financial Economics535 cited
  • 2015The Effects of Twitter Sentiment on Stock Price Returns394 cited
  • 2010When machines read the news: Using automated text analytics to quantify high frequency news-implied market reactions266 cited
  • 2011Minding the Markets131 cited
  • 2011Minding the Markets: An Emotional Finance View of Financial Instability107 cited
  • 2015Social Media, Financial Algorithms and the Hack Crash102 cited
  • 2007Affect and Financial Decision-Making: How Neuroscience Can Inform Market Participants93 cited
  • 2012Predicting Asset Value through Twitter Buzz73 cited

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