contentmask.md
In idiolect: Forensic Authorship Analysis

content masking works

Code
  contentmask(enron.small, algorithm = "POSnoise")
Message
  spaCy is already initialized
Output
  Corpus consisting of 3 documents and 2 docvars.
  allen-p_16.txt :
  "P , the J N is having a J N V with the D N that is to be V a..."

  allen-p_37.txt :
  "P , P P V B the N N for two N while P P was on a J leave . s..."

  bass-e_195.txt :
  "P , i work for P P on the P P P P and he has some N on P " P..."

Code
  contentmask(enron.small, algorithm = "frames")
Message
  successfully initialized (spaCy Version: 3.7.5, language model: en_core_web_sm)
Output
  Corpus consisting of 3 documents and 2 docvars.
  allen-p_16.txt :
  "NNP , the back NN VBZ VBG a hard NN VBG with the CD NNS that..."

  allen-p_37.txt :
  "NNP , NNP NNP VBD together the NN NN for CD NNS while NNP NN..."

  bass-e_195.txt :
  "NNP , PRP VBP for NNP NNP on the NNP NNP NNP NNP and PRP VBZ..."

Code
  contentmask(enron.small, algorithm = "textdistortion")
Message
  successfully initialized (spaCy Version: 3.7.5, language model: en_core_web_sm)
Output
  Corpus consisting of 3 documents and 2 docvars.
  allen-p_16.txt :
  "* , the * * is having a * * * with the * * that is to be * a..."

  allen-p_37.txt :
  "* , * * * * the * * for two * while * * was on a * leave . s..."

  bass-e_195.txt :
  "* , i work for * * on the * * * * and he has some * on * " *..."

Code
  contentmask(toy.corpus, algorithm = "POSnoise")
Message
  successfully initialized (spaCy Version: 3.7.5, language model: en_core_web_sm)
Output
  Corpus consisting of 1 document.
  text1 :
  "the N was on the N . he did n't move   N ;   N i.e. a N"

Code
  contentmask(toy.corpus, algorithm = "POSnoise", replace_non_ascii = F)
Message
  successfully initialized (spaCy Version: 3.7.5, language model: en_core_web_sm)
Output
  Corpus consisting of 2 documents.
  text1 :
  "the N was on the N . he did n't move   N ;   N i.e. a N B 👍"

  text2 :
  "D 👍"

Code
  contentmask(toy.corpus, algorithm = "textdistortion")
Message
  successfully initialized (spaCy Version: 3.7.5, language model: en_core_web_sm)
Output
  Corpus consisting of 1 document.
  text1 :
  "the * was on the * . he did n't move   * ;   * i.e. a *"