Data Analytics for Discourse Analysis with Python: The Case of Therapy Talk - Rilegato

Tay, Dennis

 
9781032419015: Data Analytics for Discourse Analysis with Python: The Case of Therapy Talk
Rilegato
ISBN 10: 1032419016 ISBN 13: 9781032419015
Casa editrice: Routledge, 2024

Sinossi

This concise volume, using examples of psychotherapy talk, showcases the potential applications of data analytics for advancing discourse research and other related disciplines.

The book provides a brief primer on data analytics, defined as the science of analyzing raw data to reveal new insights and support decision making. Currently underutilized in discourse research, Tay draws on the case of psychotherapy talk, in which clients’ concerns are worked through via verbal interaction with therapists, to demonstrate how data analytics can address both practical and theoretical concerns. Each chapter follows a consistent structure, offering a streamlined walkthrough of a key technique, an example case study, and annotated Python code. The volume shows how techniques such as simulations, classification, clustering, and time series analysis can address such issues as incomplete data transcripts, therapist–client (a)synchrony, and client prognosis, offering inspiration for research, training, and practitioner self-reflection in psychotherapy and other discourse contexts.

This volume is a valuable resource for discourse and linguistics researchers, particularly for those interested in complementary approaches to qualitative methods, as well as active practitioners.

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Informazioni sull?autore

Dennis Tay is Professor at the Department of English and Communication, the Hong Kong Polytechnic University. He is Co-Editor-in-Chief of Metaphor and the Social World, Associate Editor of Metaphor and Symbol, Academic Editor of PLOS One, and Review Editor of Cognitive Linguistic Studies. His recent Routledge publication is Time Series Analysis of Discourse: Method and Case Studies (2020).

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Editore
Routledge
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
1032419016
ISBN 13 
9781032419015
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
190
Contatto del produttore
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Germania

Altre edizioni note dello stesso titolo

9781032419022: Data Analytics for Discourse Analysis with Python: The Case of Therapy Talk

Edizione in evidenza

ISBN 10:  1032419024 ISBN 13:  9781032419022
Casa editrice: Routledge, 2025
Brossura