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Exploring Social Media Sentiment Analysis In Relation To Common Stock, Landon Johnson May 2023

Exploring Social Media Sentiment Analysis In Relation To Common Stock, Landon Johnson

Finance Undergraduate Honors Theses

Many institutions, investors, and researchers have sought to gain insights into consumer attitudes and behaviors by leveraging social media. However, trading strategies utilizing social sentiment have been observed to often provide returns roughly equivalent to or less than those of standard market indexes. This observation raises several questions: does the efficacy of social sentiment analysis vary from firm to firm? Are price or volume directly correlated with social sentiment? Does social sentiment display any predictive ability? The following analysis attempted to answer these questions by comparing one week’s worth of data from Twitter users to price and volume data from …


The Rising Power Of The Individual Investor: How Social Media Sentiments And User Activity Impact Stock Price Volatility And Trading Volume, Nandini Jayaram Jan 2022

The Rising Power Of The Individual Investor: How Social Media Sentiments And User Activity Impact Stock Price Volatility And Trading Volume, Nandini Jayaram

CMC Senior Theses

This paper investigates the relationship between social media sentiments and user activity on the ability of online platforms like Robinhood, Reddit, and Twitter to drive volatility in stock returns and trading volume of shares. The research contributes to the existing literature by studying the potential power of social media communities to influence the stock market parameters. The dataset includes information for several stocks of daily Robinhood users, mentions in r/wallstreetbets, number of Twitter followers, as well as closing price and trading volume data. Using a fixed effects panel data model, the regressions yield statistically significant results that indicate higher WallStreetBets …


A Little Birdy Told Me: Analysis Of The Impact Of Public Tweet Sentiment On Stock Prices, Alexander Novitsky Jan 2020

A Little Birdy Told Me: Analysis Of The Impact Of Public Tweet Sentiment On Stock Prices, Alexander Novitsky

CMC Senior Theses

The combination of the advent of the internet in 1983 with the Securities and Exchange Commission’s ruling allowing firms the use of social media for public disclosures merged to create a wealth of user data that traders could quickly capitalize on to improve their own predictive stock return models. This thesis analyzes some of the impact that this new data may have on stock return models by comparing a model that uses the Index Price and Yesterday’s Stock Return to one that includes those two factors as well as average tweet Polarity and Subjectivity. This analysis is done with ten …


Social Media: On Tech-Caves, Virtual Panopticism, And The Science Fiction-Like State In Which We Unwittingly Find Ourselves, Michael Major Apr 2018

Social Media: On Tech-Caves, Virtual Panopticism, And The Science Fiction-Like State In Which We Unwittingly Find Ourselves, Michael Major

Theses

Making use of three historic philosophical thought experiments, this paper blends psychological perspectives with philosophical reasoning to show how social media is corrupting our perception of reality, the result of which is ultimately detrimental to society as a whole. This is accomplished by first using Plato’s “Allegory of the Cave” to analyze and discuss the ways in which social media is limiting humanity’s access to real knowledge. Next, Michel Foucault’s analysis of punishment in its social context, Discipline and Punish, is used to discuss the ways in which social media is adversely affecting our behavior. Finally, Robert Nozick’s “Experience …


The Use Of Twitter By Luxury And Midscale Hotels, Yolanda M. Tselepidakis Apr 2013

The Use Of Twitter By Luxury And Midscale Hotels, Yolanda M. Tselepidakis

Honors Theses and Capstones

Twitter has demanded a presence in company brands since its start up in 2008, including the hotel industry. As an up and coming marketing tool, the social media website is still new to both hotels and their guests. Observing the different strategies incorporated by luxury and midscale hotels, the paper provides explanations on how these two segments differ in utilizing Twitter. Through direct interviews with US luxury and midscale hotels and analyzing individual Twitter feeds, it was found that luxury hotels and their target market are much more active on Twitter than the midscale hotel segment. Implications suggest that although …


Interactive Marketing Strategies In Television Networks: Incorporating Satellite Media Tours In Twitter, Kathleen Maloney Dec 2012

Interactive Marketing Strategies In Television Networks: Incorporating Satellite Media Tours In Twitter, Kathleen Maloney

Journalism

The following study investigates how to design and implement an effective interactive marketing strategy for the television industry. The study also explores how satellite media tours and social media, specifically Twitter, can be used together in an interactive marketing plan. As new technology is continuously being developed and target audiences are increasingly demanding instantaneous interactive content, it is pertinent to understand how to successfully use these tools in a marketing plan to engage audiences. According to Nick Abramovich, the Chief Executive Officer of Synaptic Digital, a multichannel digital media creation and distribution platform (Inc Magazine, 2011), “brands are realizing that …


The Impact Of Social Networking Sites On College Students' Consumption Patterns, Whitney Sue Thoene Jan 2012

The Impact Of Social Networking Sites On College Students' Consumption Patterns, Whitney Sue Thoene

Theses, Dissertations and Capstones

This research study examines the effect of social media, particularly Facebook and Twitter, on the purchasing habits of college students by testing for correlations between recommendations on social media and consumption patterns. Moreover, the research also examines the role of gender and social media usage frequency on consumption patterns. Findings revealed that both Facebook and Twitter are being used to obtain sales information and promotions. Furthermore, gender has an impact on both social networking sites. Additionally, this study found the higher the frequency of social media usage the more likely customers are to shop at the businesses they have befriended.