An agnostic approach to gender patterns in parliamentary speech: a question of representation by topic and style

By examining all speech in the 18th legislative period (2013-17) of the German Bundestag, including 6,598,831 words in 51,337 text segments, we compare women's and men's parliamentary speech. Our approach builds on the agnostic view on representation and follows a bottom-up approach, which avoids pre-set definitions of what is women's or men's language use. By analysing the frequencies of the most used words and keywords from semantic networks, we find four notable descriptive patterns. First, female members of parliament tended to talk more about stereotypical 'feminine' policy issues like, for instance, contraception. Second, female members of parliament put people more central in their language, while male members of parliament focused more on Germany as a country. Third, women focused more on procedures than men. Lastly, female members of parliament used a politer language style, for instance, by thanking others, more than male members of parliament.