  Statistical analysis of social networks is a predominant methodology in
political science research. In this article we implement network methods to
characterize the presidential inauguration speech and identify political
communities in Colombia. We propose an empirical approach to analize the
discursive structure of the heads of state and the configuration of alliance
and 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 frequent
and important terms in the communicative action of president figures, and to
examine cohesion such discourses. Finally, we distinguish notable actors in the
consolidation of working relationships and alliances as well as political
communities.
