This document summarizes research on lexical knowledge of personality traits in Estonian. The research aimed to analyze the vocabulary and concepts of personality traits used by Estonians to understand which traits are considered important and how personality traits are organized. The study looked to develop a taxonomy of personality concepts to add to the Estonian thesaurus. In under 3 sentences, it provides the context, goal, and overview of the research presented in the document.