Social media are not only the new form of communication, but also give the ability to big industry players, like Facebook, to analyze overwhelming amounts of data about customers’ behavior. The focus of this study was to analyze if social media time series have the power to predict the evolution of financial markets. Despite the short time frame being analyzed, the study delivered promising results that social media time series may be a leading indicator for market behavior after special events. Building on my findings, an applied sentiment trading strategy delivered positive abnormal returns and statistically significant positive alpha in and out-of-sample
Investors seeking quality information rely on market experts on financial news platforms such as Goo...
A new trend called “nowcasting” is growing popular amongst investors. Nowcasting is a term used to e...
Behavioral finance researchers have shown that the stock market can be driven by emotions of market ...
Social media analytics is showing promise for the prediction of financial markets. The research pres...
Ever since modern-day financial markets existed, people have been trying to forecast movements in st...
In the world of digital communication, data from online sources such as social networks might provid...
Stock prediction is attracting a lot of attention, mainly due the financial gains that may be obtain...
With the development of internet and information technology, online text data has become available a...
Social media plays a big role and can profoundly affect individual behavior and decision-making. Thi...
Social media like Twitter is a place for people who are interested to talk about financial news fas...
This thesis explores the relationship between what investors say on online social media and price mo...
University of Technology Sydney. Faculty of Business.The importance of investor sentiment and its in...
Forecasting financial market trends through time series analysis and natural language processing pos...
Social media has become a communication tool, but also a valuable database for researchers and pract...
© Springer-Verlag Berlin Heidelberg 2013. Recently much attention has been paid on initial public of...
Investors seeking quality information rely on market experts on financial news platforms such as Goo...
A new trend called “nowcasting” is growing popular amongst investors. Nowcasting is a term used to e...
Behavioral finance researchers have shown that the stock market can be driven by emotions of market ...
Social media analytics is showing promise for the prediction of financial markets. The research pres...
Ever since modern-day financial markets existed, people have been trying to forecast movements in st...
In the world of digital communication, data from online sources such as social networks might provid...
Stock prediction is attracting a lot of attention, mainly due the financial gains that may be obtain...
With the development of internet and information technology, online text data has become available a...
Social media plays a big role and can profoundly affect individual behavior and decision-making. Thi...
Social media like Twitter is a place for people who are interested to talk about financial news fas...
This thesis explores the relationship between what investors say on online social media and price mo...
University of Technology Sydney. Faculty of Business.The importance of investor sentiment and its in...
Forecasting financial market trends through time series analysis and natural language processing pos...
Social media has become a communication tool, but also a valuable database for researchers and pract...
© Springer-Verlag Berlin Heidelberg 2013. Recently much attention has been paid on initial public of...
Investors seeking quality information rely on market experts on financial news platforms such as Goo...
A new trend called “nowcasting” is growing popular amongst investors. Nowcasting is a term used to e...
Behavioral finance researchers have shown that the stock market can be driven by emotions of market ...