Supervised machine learning for text analysis in R: Hvitfeldt, Emil and Silge, Julia, 2021, 1st, CRC Press, 402 pages, ISBN: 1000461971, 9781000461978

The authors divide the book into natural language features, machine learning with text and deep learning with text. Overall, this book provides an excellent and practical guide for incorporating textual data into the workflow of supervised learning problems. From a technical perspective, it is rigorous in its detailing of key steps in the processing and preparation of text, including potential pitfalls and biases that can be introduced into analyses by the unwary.