or 133 languages that contain sufficiently many feature values in WALS, we computed a pairwise similarity matrix. The similarity of two languages is defined as the sum of weights of all WALS features where both languages have defined but different values. The weight w(f)of a feature f is defined as the mutual information between the value of this feature and the language family affiliation (as listed in the WALS database) of the languages in question.