Characterizing Political Talk on Twitter: A Comparison Between Public Agenda, Media Agendas, and the Twitter Agenda with Regard to Topics and Dynamics

Social media platforms, especially Twitter, have become a ubiquitous element in political campaigns. Although politicians, journalists, and the public increasingly take to the service, we know little about the determinants and dynamics of political talk on Twitter. We examine Twitter’s issue agenda based on popular hashtags used in messages referring to politics. We compare this Twitter agenda with the public agenda measured by a representative survey and the agendas of newspapers and television news programs captured by content analysis. We show that the Twitter agenda had little, if any, relationship with the public agenda. Political talk on Twitter was somewhat stronger connected with mass media coverage, albeit following channel-specific patterns most likely determined by the attention, interests, and motivations of Twitter users.

[1]  Andreas Jungherr Twitter use in election campaigns: A systematic literature review , 2016 .

[2]  Di Wang,et al.  The Rise of Twitter in the Political Campaign: Searching for Intermedia Agenda-Setting Effects in the Presidential Primary , 2015, J. Comput. Mediat. Commun..

[3]  M. Bekafigo,et al.  Who Tweets About Politics? , 2013 .

[4]  Chris Wells,et al.  Combining Big Data and Survey Techniques to Model Effects of Political Content Flows in Facebook , 2017 .

[5]  W. Russell Neuman,et al.  The Dynamics of Issue Frame Competition in Traditional and Social Media , 2015 .

[6]  Andreas Jungherr,et al.  Through a Glass, Darkly , 2014 .

[7]  E. Hargittai Is Bigger Always Better? Potential Biases of Big Data Derived from Social Network Sites , 2015 .

[8]  Sharon Meraz Using Time Series Analysis to Measure Intermedia Agenda-Setting Influence in Traditional Media and Political Blog Networks , 2011 .

[9]  K. Heim Framing the 2008 Iowa Democratic Caucuses , 2013 .

[10]  Rüdiger Schmitt-Beck,et al.  Rolling Cross-Section-Wahlkampfstudie mit Nachwahl-Panelwelle (GLES 2009) , 2019 .

[11]  D. Trilling Two Different Debates? Investigating the Relationship Between a Political Debate on TV and Simultaneous Comments on Twitter , 2015 .

[12]  Wayne Wanta,et al.  Agenda Setting and Issue Salience Online , 2002, Commun. Res..

[13]  Michael Scharkow,et al.  Measuring the Public Agenda using Search Engine Queries , 2011 .

[14]  Andreas Jungherr,et al.  Digital Trace Data in the Study of Public Opinion , 2017 .

[15]  W. R. Neuman,et al.  The Dynamics of Public Attention: Agenda‐Setting Theory Meets Big Data , 2014 .

[16]  Dhavan V. Shah,et al.  Agenda Setting in a Digital Age: Tracking Attention to California Proposition 8 in Social Media, Online News and Conventional News , 2010 .

[17]  D. Watts A twenty-first century science , 2007, Nature.

[18]  Piotr Sapiezynski,et al.  Measuring Large-Scale Social Networks with High Resolution , 2014, PloS one.

[19]  Lada A. Adamic,et al.  Computational Social Science , 2009, Science.

[20]  Alexander Richter,et al.  Mixed methods analysis of enterprise social networks , 2014, Comput. Networks.

[21]  W. Lance Bennett,et al.  The Logic of Connective Action: Digital Media and the Organization of Connective Action , 2013 .

[22]  Gueorgi Kossinets,et al.  Empirical Analysis of an Evolving Social Network , 2006, Science.

[23]  Ralph Schroeder Social Theory After the Internet: Media, Technology, and Globalization , 2018 .

[24]  Chris J. Vargo,et al.  Network Issue Agendas on Twitter During the 2012 U.S. Presidential Election , 2014 .

[25]  Andreas Jungherr,et al.  Normalizing Digital Trace Data , 2018, Digital Discussions.

[26]  Harald Schoen,et al.  The Mediation of Politics through Twitter: An Analysis of Messages posted during the Campaign for the German Federal Election 2013 , 2016, J. Comput. Mediat. Commun..

[27]  Michael Gamon,et al.  Online and Social Media Data As an Imperfect Continuous Panel Survey , 2016, PloS one.

[28]  Hans Rattinger,et al.  Campaign Media Content Analysis, Print Media (GLES 2013) , 2015 .

[29]  David Lazer,et al.  Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter during Media Events , 2013, PloS one.

[30]  Jae Kook Lee The Effect of the Internet on Homogeneity of the Media Agenda: A Test of the Fragmentation Thesis , 2007 .

[31]  Kevin Crowston,et al.  Validity Issues in the Use of Social Network Analysis with Digital Trace Data , 2011, J. Assoc. Inf. Syst..

[32]  Andreas Jungherr The Logic of Political Coverage on Twitter: Temporal Dynamics and Content , 2014 .

[33]  C. Puschmann Analyzing political communication with digital trace data: the role of twitter messages in social science research , 2016 .

[34]  Guy J. Golan,et al.  Intermedia Agenda Setting in Television, Advertising, and Blogs During the 2004 Election , 2008 .

[35]  Dhavan V. Shah,et al.  How Trump Drove Coverage to the Nomination: Hybrid Media Campaigning , 2016 .

[36]  Haohan Chen,et al.  Exposure to Opposing Views can Increase Political Polarization: Evidence from a Large-Scale Field Experiment on Social Media , 2018 .

[37]  Kevin Wallsten Agenda Setting and the Blogosphere: An Analysis of the Relationship between Mainstream Media and Political Blogs , 2007 .

[38]  Joe Bob Hester Setting the Agenda: The Mass Media and Public Opinion , 2005 .

[39]  Andreas Jungherr Four Functions of Digital Tools in Election Campaigns , 2016 .