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Statistical analysis of social networks is a predominant methodology inpolitical science research. In this article we implement network methods tocharacterize the presidential inauguration speech and identify politicalcommunities in Colombia. We propose an empirical approach to analize thediscursive structure of the heads of state and the configuration of allianceand work relationships between prominent figures of Colombian politics. Thus,we implement network methods from two perspectives, words and political actors.We conclude on the relevance of social network statistics to identify frequentand important terms in the communicative action of president figures, and toexamine cohesion such discourses. Finally, we distinguish notable actors in theconsolidation of working relationships and alliances as well as politicalcommunities.

Characterization of the presidential inauguration speech and  identification of political communities in Colombia: An empirical approach  from the analysis of social networks