It is thus a continuation of prior work, in which we investigated historical English texts only (Hellrich and Hahn, 2016a) , and also influenced by the design decisions of Kim et al. (2014) and <cite>Kulkarni et al. (2015)</cite> which were the first to use word embeddings in diachronic studies.