Text Analysis with R : For Students of Literature /: For Students of Literature. (2020)
- Record Type:
- Book
- Title:
- Text Analysis with R : For Students of Literature /: For Students of Literature. (2020)
- Main Title:
- Text Analysis with R : For Students of Literature
- 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.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.507216
- Ingest File:
- 03_083.xml