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Text Mining with R: Unlocking Meaning in Unstructured Data: DE - Softcover

Yaya, Olaoluwa S.; Adepoju, Muminu O.; Adepoju, Mary M.

 
9786209586415: Text Mining with R: Unlocking Meaning in Unstructured Data: DE
Softcover
ISBN 10: 6209586414 ISBN 13: 9786209586415
Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

In the age of information overload, text is everywhere—from tweets and product reviews to scientific publications and policy documents. Text Mining with R is a comprehensive, modern, and hands-on guide for exploring, analyzing, and modeling unstructured textual data using the R programming language. Written in clear, narrative-driven prose, this book demystifies the process of extracting meaning from text through a blend of theory, implementation, and practical case studies.Built on the foundations of the tidyverse, this book introduces readers to the power of the tidytext, textrecipes, quanteda, text2vec, and stm packages, as well as supervised learning techniques using tidymodels. From simple sentiment analysis to topic modeling, word embeddings, and building multilingual NLP pipelines, the book guides both beginners and advanced users through essential concepts in natural language processing (NLP).

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Über die Autorin bzw. den Autor

OlaOluwa S. Yaya - University of Ibadan.Muminu O. Adamu - University of Lagos.Mary M. Adepoju - Ladoke Akintola University of Technology,Ogbomosho.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2026
Sprache
Englisch
ISBN 10 
6209586414
ISBN 13 
9786209586415
Einband
Taschenbuch
Anzahl der Seiten
224
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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Osnabrück
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Deutschland