By Eric C. Vorst
The 2016 American Political Science Association annual meeting in Philadelphia was a great place to highlight new research, to learn from our peers, and to make new professional connections. It also provided an exciting opportunity to gain new insight into how networks of discussion evolve in real time over the duration of a major academic conference. Data mining software, content analysis, and social network visualization tools were used to observe how communities of discussion evolved as the conference unfolded, to identify the emergence of key themes, and to map the extent to which these themes reached different communities within the network. Ultimately, this project helps to provide a unique insight into what political scientists talk about during a political science convention.