This package is mainly a wrapper package for functions called in SemNetToolbox. It implements several functions that automatize the cleaning, removal of plurals and continuous strings, making the data binary, converging, and finalizing of linguistic data for semantic network analysis. It also includes databases to make the cleaning process more accurate, efficient, and reproducible.