TY - BOOK T1 - Text Analysis with R T1 - For Students of Literature AU - Jockers, Matthew L AU - Thalken, Rosamond PY - 2020 PB - Springer International Publishing PB - Imprint: Springer CY - Cham LA - eng N1 - online SN - 9783030396435 N1 - doi: https://dx.doi.org/10.1007/978-3-030-39643-5 KW - Statistics  KW - Computational linguistics KW - Humanities—Digital libraries KW - Technology in literature KW - Application software KW - Statistics and Computing/Statistics Programs KW - Computational Linguistics KW - Statistics for Social Sciences, Humanities, Law KW - Digital Humanities KW - Literature and Technology/Media KW - Computer Appl. in Arts and Humanities N1 - 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 T3 - Quantitative Methods in the Humanities and Social Sciences ET - 2nd ed. 2020 ER -