This article discusses the growing importance of data and text mining in today’s data-driven world, particularly in the fields of social sciences, healthcare, and education. It highlights the transformative impact of big data and the advancements in natural language processing, and invites contributions to a Special Issue exploring the convergence of data and text mining.