The Congress ‘Humanizing Digitalization. Digitalizing Humanities’ organised by El Consejo Superior de Investigaciones Científicas (CSIC) in Madrid took place online on the 20 and 21th October 2021. In the first session devoted to text analysis, I explained how to create a multilingual corpus (in Latin, Italian, Hebrew, Arabic) by using the textual analysis software Sketch Engine and how to use this corpus to construct a glossary with Lexonomy an open-source, web-based dictionary writing and publishing system.