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Title:
Text Analysis with R for Students of Literature by Matthew L. Jockers.
Quantitative Methods in the Humanities and Social Sciences,
Quantitative Methods in the Humanities and Social Sciences,
Main Entry:
Jockers, Matthew L. author.
SpringerLink (Online service)
Publisher:
Springer International Publishing : Imprint: Springer,
Publication Date:
2014.
Publication Place:
Cham :
ISBN:
9783319031644
Subject:
Statistics.
Computational linguistics.
Statistics.
Statistics and Computing/Statistics Programs.
Computational linguistics.
Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.
Series:
Quantitative Methods in the Humanities and Social Sciences,
Quantitative Methods in the Humanities and Social Sciences,
Contents:
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.
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Springer eBooks
Printed edition: 9783319031637
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