The lexicon designers then manually contructed lexicons for each category, augmenting their intuitions by using distributional statistics to suggest words that may have been missed (Pennebaker et al., 2015).
we follow the approach of Biber (1991), using multidimensional analysis to identify latent groupings of markers based on co-occurrence statistics.