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Since June 2013, when Brazil faced the largest and most significant massprotests in a generation, a political crisis is in course. In midst of thiscrisis, Brazilian politicians use social media to communicate with theelectorate in order to retain or to grow their political capital. The problemis that many controversial topics are in course and deputies may prefer toavoid such themes in their messages. To characterize this behavior, we proposea method to accurately identify political and non-political tweetsindependently of the deputy who posted it and of the time it was posted.Moreover, we collected tweets of all congressmen who were active on Twitter andworked in the Brazilian parliament from October 2013 to October 2017. Toevaluate our method, we used word clouds and a topic model to identify the mainpolitical and non-political latent topics in parliamentarian tweets. Bothresults indicate that our proposal is able to accurately distinguish politicalfrom non-political tweets. Moreover, our analyses revealed a striking fact:more than half of the messages posted by Brazilian deputies are non-political.

When Politicians Talk About Politics: Identifying Political Tweets of Brazilian Congressmen