Lexicography involves processes for determining word meanings and constructing dictionaries. It includes designing guidelines, researching words and definitions, and formatting entries for publication. There are two related disciplines: practical lexicography focuses on compiling dictionaries, while theoretical lexicography analyzes lexicons and develops theories to improve dictionaries. Corpora are important resources used in both disciplines to study word usage and inform dictionary content. Word sketches were developed to efficiently analyze large corpora and streamline the process of identifying relevant collocates for dictionary entries.