Text networks have become an particularly interesting resource for representing, analysing and modeling text and language. In this didactic text we provide an introductory approach to text networks, including three different ways to derive networks from texts, illustrate topological invariance of text networks to translation, present an example of fake identification, and address the relationship between topology and dynamics in language.