Steven Coats is a Lecturer in English at the University of Oulu, Finland.Veronika Laippala is Professor of Digital Language Studies at the University of Turku, Finland.

• List of FiguresList of TablesList of ContributorsAcknowledgementsIntroduction, Steven Coats (University of Oulu, Finland) and Veronika Laippala (University of Turku, Finland)Part I. Methods for Data Collection, Analysis, and Visualization1. Using Automatic Speech Recognition Transcripts for Linguistic Research, Steven Coats (University of Oulu, Finland)2. Low-code Data Science Tools for Linguistics: Swiss Army Knives or Pretty Black Boxes? Jukka Tyrkkö and Daniel Ihrmark (Linnaeus University, Sweden)3. The Visualisation and Evaluation of Semantic and Conceptual Maps, Gerold Schneider (University of Zurich, Switzerland)Part II. Corpus Construction, Registers, and Genres4. Toward Automatic Register Classification in Unrestricted Databases of Historical English, Liina Repo (University of Turku, Finland), Brett Hashimoto (Brigham Young University, USA), Aatu Liimatta (University of Helsinki, Finland), Lassi Saario (University of Helsinki, Finland), Tanja Säily (University of Helsinki, Finland), Iiro Tiihonen (University of Helsinki, Finland), Mikko Tolonen (University of Helsinki, Finland), and Veronika Laippala (University of Turku, Finland)5. Exploring the Interplay of Registers and Topicality in a Web-Scale Corpus, Valtteri Skantsi, Veronika Laippala, and Aku Kyroläinen (University of Turku, Finland)6. Towards ‘Large and Tidy’: Establishing Internal Structure in Mega-Corpora, Axel Bohmann (University of Freiburg, Germany)Part III. Social Media, Discourse, and Meanings7. Multi-Modal Considerations for Social Media Discourse Analysis: A Specialised Corpus of Twitter Commentary on ‘Working from Home’, Christopher Fitzgerald (Mary Immaculate College, Ireland), Geraldine Mark (Cardiff University, Wales), Anne O’Keeffe (Mary Immaculate College, Ireland), Dawn Knight (Cardiff University, Wales), Justin McNamara (Mary Immaculate College, Ireland), Svenja Adolphs (University of Nottingham, England), Benjamin Cowan (University College Dublin, Ireland), Tania Fahey Palma (University of Aberdeen, Scotland), Fiona Farr (University of Limerick, Ireland), and Sandrine Peraldi (University College Dublin, Ireland)8. Exploring Patterns of Self-Identification in the LGBTQ+ Reddit Corpus, Laura Hekanaho (University of Helsinki/Tampere University, Finland), Turo Hiltunen (University of Helsinki, Finland), Minna Palander-Collin (University of Helsinki, Finland); and Helmiina Hotti (University of Helsinki, Finland)Index