Text Analysis with R : For Students of Literature /: For Students of Literature. (2020)

• Record Type: Book
• Further Information: Note: Matthew L. Jockers, Rosamond Thalken.
• Authors: Jockers, Matthew L; Thalken, Rosamond
• Contents: Part I Microanalysis.- 1 R Basics.- 2 First Foray into Text Analysis with R.- 3 Accessing and Comparing Word Frequency Data.- 4 Token Distribution and Regular Expressions.- 5 Token Distribution Analysis by Chapter.- 6 Correlation.- 7 Measures of Lexical Variety.- 8 Hapax Richness.- 9 Do it KWIC.- 10 Do it KWIC(er) (And Better).- Part II Metadata.- 11 Introduction to dplyr.- 12 Parsing TEI XML- 13 Parsing and Analyzing Hamlet.- 14 Sentiment Analysis.- Part III Macroanalysis.- 15 Clustering.- 16 Classification.- 17 Topic Modeling.- 18 Part of Speech Tagging and Named Entity Recognition.- Appendices.- Index.- List of Tables.- List of Figures.
• Edition: Second edition
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (277 pages)
• Subjects: Statistics; Statistics ; Computational linguistics; Technology in literature; Application software; Language Arts & Disciplines -- Linguistics -- General; Social Science -- Statistics; Language Arts & Disciplines -- Library & Information Science -- General; Literary Criticism -- General; Computers -- Data Processing; Computational linguistics; Social research & statistics; Literature: history & criticism; Literary studies: general; Humanities; Computers -- Mathematical & Statistical Software; Mathematical & statistical software; Humanities--Digital libraries
• Languages: English
• ISBNs: 9783030396435
• Related ISBNs: 9783030396428
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.