Text Analysis with R for Students of Literature

 

text9783319031637Text Analysis with R for Students of Literature by Matthew L. Jockers, published by Springer.

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.

Covered in Chapter 6 type token ratio, TTR.

Chapter 7 hapex legomena, words that appear in frequency.

Chapter 8, KWIC Key word context. Including how to make a corpus.

Chapter 11, covers clustering. Chapter 12, classification Shows how to do crosstabs with xtabs function. Also SVM support Vector Machine.

Chapter 13 covers topic modeling.

This is a good book to have if you are doing text analysis.