Hi Julia! I'm big fan of the tidy text mining book, but it seems it does not have too much emphasis on how to tune the number of topics (K) in a LDA model, or comparisons of LDA of different K. I find the package ldatuning quite helpful . Would you be interested in implement a wrapper or a similar function in the tidytext package?