Produktbild: Text Analysis with R for Students of Literature

Text Analysis with R for Students of Literature

59,99 €

inkl. gesetzl. MwSt., Versandkostenfrei


Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

03.09.2016

Abbildungen

XVI, 40 illus., 10 illus. in color., farbige Illustrationen, schwarz-weiss Illustrationen

Verlag

Springer

Seitenzahl

194

Maße (L/B/H)

23,5/15,5/1,1 cm

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-3-319-34919-0

Beschreibung

Rezension

“The aim of this book is … to give the Literature students just the most basic tools needed to do some relatively straightforward textual analysis. … Even though this is primarily a book intended for literature students, I would actually strongly recommend it to anyone interested in text mining, text analysis and natural language processing. It is a very gentle and approachable introduction to the whole world of textual analysis.” (Bojan Tunguz, tunguzreview.com, July, 2015)

“This is a well written book on the topic of Text Analysis. There is enough information to give you a good start using R. Followed by easy to understand details about text analysis. … This is a good book to have if you are doing text analysis.” (Mary Anne, Cats and Dogs with Data, maryannedata.com, August, 2014)

“A remarkably well-crafted book that will allow students to get a quick start and progress toward quite sophisticated text mining tasks. … exercises provided at the end of each chapter, withsolutions at the end of the book, should serve well to help students solidify their knowledge and gain more confidence in their text mining skills. … a great addition to the libraries of digital humanists and natural language enthusiasts who wish to expand their programming literacy … .” (Denilson Barbosa, Computing Reviews, August, 2014)

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

03.09.2016

Abbildungen

XVI, 40 illus., 10 illus. in color., farbige Illustrationen, schwarz-weiss Illustrationen

Verlag

Springer

Seitenzahl

194

Maße (L/B/H)

23,5/15,5/1,1 cm

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-3-319-34919-0

Herstelleradresse

Springer International Publishing AG
Gewerbestr. 11
6330 Cham
Schweiz
Url: www.springer.com

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  • Produktbild: Text Analysis with R for Students of Literature
  • R Basics.- First Foray into Text Analysis with R.- Accessing and Comparing Word Frequency Data.- Token Distribution Analysis.- Correlation.- Measures of Lexical Variety.- Hapax Richness.- Do It KWIC.- Do It KWIC (Better).- Text Quality, Text Variety, and Parsing XML.- Clustering.- Classification.- Topic Modeling.- Appendix A: Variable Scope Example.- Appendix B: The LDA Buffet.- Appendix C: Code Repository.- Appendix D: R Resources.- Practice Exercise Solutions.- Index.