Digital Commons Network^™

The Role Of Influential Actors In Fostering The Polarized Covid-19 Vaccine Discourse On Twitter: Mixed Methods Of Machine Learning And Inductive Coding, Loni Hagen, Ashley Fox, Heather O'Leary, Deandre Dyson, Kimberly Walker, Cecile A. Lengacher, Raquel Hernandez

School of Information Faculty Publications

Background: Since COVID-19 vaccines became broadly available to the adult population, sharp divergences in uptake have emerged along partisan lines. Researchers have indicated a polarized social media presence contributing to the spread of mis- or disinformation as being responsible for these growing partisan gaps in uptake.

Objective: The major aim of this study was to investigate the role of influential actors in the context of the community structures and discourse related to COVID-19 vaccine conversations on Twitter that emerged prior to the vaccine rollout to the general population and discuss implications for vaccine promotion and policy.

Methods: We collected tweets …

Big Data Visualization Through The Lens Of Peirce’S Visual Sign Theory, Alon Friedman, Martin Thellefsen

School of Information Faculty Publications

Data from social media platforms, such as Twitter and Facebook, are generated by people who produce, spread, share, or exchange multimedia content. Such content may include text, images, sounds, or videos. To derive insight into the behavior of social media users, researchers often use open-source technologies to visualize data and generate models for data analytics. One of the most popular open-source applications for managing and analyzing social media data is the open-source R programming language. Friedman and Feichtinger (2017) created an R package termed ‘Peirce’s sign theory R package’ to analyze data using Peirce’s principles of discovery. Though Peirce semiotics …

2015 Blue Star Families Military Family Lifestyle Survey: Executive Summary, Institute For Veterans And Military Families At Syracuse University, Blue Star Families

Institute for Veterans and Military Families

This brief is the Executive Summary for the 2015 Military Family Lifestyle Survey.