stylo: Functions for a Variety of Stylometric Analyses

A number of functions, supplemented by GUI, to perform various analyses in the field of computational stylistics, authorship attribution, etc.

Author
Maciej Eder, Jan Rybicki, Mike Kestemont
Date of publication
2016-10-23 13:15:20
Maintainer
Maciej Eder <maciejeder@gmail.com>
License
GPL (>= 3)
Version
0.6.4
URLs

View on CRAN

Man pages

assign.plot.colors
Assign colors to samples
classify
Machine-learning classification
crossv
Function to Perform Cross-Validation
define.plot.area
Define area for scatterplots
delete.markup
Delete HTML or XML tags
delete.stop.words
Exclude stop words (e.g. pronouns, particles, etc.) from a...
dist.cosine
Cosine Distance
dist.delta
Delta Distance
dist.simple
Cosine Distance
galbraith
Table of word frequencies (Galbraith, Rowling, Cobenm,...
gui.classify
GUI for the function classify
gui.oppose
GUI for the function oppose
gui.stylo
GUI for stylo
lee
Table of word frequencies (Lee, Capote, Faulkner, Styron,...
load.corpus
Load text files
load.corpus.and.parse
Load text files and perform pre-processing
make.frequency.list
Make List of the Most Frequent Elements (e.g. Words)
make.ngrams
Make text n-grams
make.samples
Split text to samples
make.table.of.frequencies
Prepare a table of (relative) word frequencies
novels
A selection of 19th-century English novels
oppose
Contrastive analysis of texts
parse.corpus
Perform pre-processing (tokenization, n-gram extracting,...
parse.pos.tags
Extract POS-tags or Words from Annotated Corpora
perform.culling
Exclude variables (e.g. words, n-grams) from a frequency...
perform.delta
Distance-based classifier
perform.impostors
An Authorship Verification Classifier Known as the Impostors...
perform.knn
k-Nearest Neighbor classifier
perform.naivebayes
Naive Bayes classifier
perform.nsc
Nearest Shrunken Centroids classifier
perform.svm
Support Vector Machines classifier
rolling.classify
Sequential machine-learning classification
rolling.delta
Sequential stylometric analysis
stylo
Stylometric multidimensional analyses
stylo.default.settings
Setting variables for the package stylo
stylo.pronouns
List of pronouns
txt.to.features
Split string of words or other countable features
txt.to.words
Split text into words
txt.to.words.ext
Split text into words: extended version
zeta.chisquare
Compare two subcorpora using a home-brew variant of Craig's...
zeta.craig
Compare two subcorpora using Craig's Zeta
zeta.eder
Compare two subcorpora using Eder's Zeta

Files in this package

stylo
stylo/inst
stylo/inst/CITATION
stylo/NAMESPACE
stylo/NEWS
stylo/data
stylo/data/novels.rda
stylo/data/lee.rda
stylo/data/datalist
stylo/data/galbraith.rda
stylo/R
stylo/R/perform.impostors.R
stylo/R/load.corpus.R
stylo/R/gui.stylo.R
stylo/R/dist.delta.R
stylo/R/dist.eder.R
stylo/R/crossv.R
stylo/R/perform.delta.R
stylo/R/print.stylo.corpus.R
stylo/R/zeta.craig.R
stylo/R/stylo.default.settings.R
stylo/R/delete.markup.R
stylo/R/rolling.classify.r
stylo/R/stylo.pronouns.R
stylo/R/dist.simple.R
stylo/R/zeta.chisquare.R
stylo/R/perform.knn.R
stylo/R/load.corpus.and.parse.R
stylo/R/make.ngrams.R
stylo/R/parse.pos.tags.R
stylo/R/rolling.delta.R
stylo/R/perform.nsc.R
stylo/R/dist.argamon.R
stylo/R/delete.stop.words.R
stylo/R/summary.stylo.corpus.R
stylo/R/perform.naivebayes.R
stylo/R/print.stylo.data.R
stylo/R/perform.svm.R
stylo/R/parse.corpus.R
stylo/R/make.frequency.list.R
stylo/R/txt.to.words.ext.R
stylo/R/txt.to.features.R
stylo/R/zeta.eder.R
stylo/R/print.stylo.results.R
stylo/R/gui.classify.R
stylo/R/draw.polygons.R
stylo/R/gui.oppose.R
stylo/R/oppose.R
stylo/R/make.table.of.frequencies.R
stylo/R/perform.culling.R
stylo/R/dist.cosine.R
stylo/R/make.frequency.list.optimized.R
stylo/R/assign.plot.colors.R
stylo/R/stylo.R
stylo/R/make.samples.R
stylo/R/classify.R
stylo/R/define.plot.area.R
stylo/R/summary.stylo.results.R
stylo/R/txt.to.words.R
stylo/R/zzz.R
stylo/MD5
stylo/DESCRIPTION
stylo/man
stylo/man/perform.naivebayes.Rd
stylo/man/perform.delta.Rd
stylo/man/perform.nsc.Rd
stylo/man/stylo.pronouns.Rd
stylo/man/stylo.Rd
stylo/man/load.corpus.and.parse.Rd
stylo/man/make.table.of.frequencies.Rd
stylo/man/delete.stop.words.Rd
stylo/man/gui.oppose.Rd
stylo/man/zeta.craig.Rd
stylo/man/parse.corpus.Rd
stylo/man/perform.knn.Rd
stylo/man/perform.culling.Rd
stylo/man/rolling.delta.Rd
stylo/man/make.frequency.list.Rd
stylo/man/galbraith.Rd
stylo/man/classify.Rd
stylo/man/dist.cosine.Rd
stylo/man/zeta.chisquare.Rd
stylo/man/zeta.eder.Rd
stylo/man/perform.impostors.Rd
stylo/man/gui.classify.Rd
stylo/man/define.plot.area.Rd
stylo/man/load.corpus.Rd
stylo/man/perform.svm.Rd
stylo/man/txt.to.words.ext.Rd
stylo/man/txt.to.words.Rd
stylo/man/dist.simple.Rd
stylo/man/make.samples.Rd
stylo/man/make.ngrams.Rd
stylo/man/parse.pos.tags.Rd
stylo/man/rolling.classify.Rd
stylo/man/stylo.default.settings.Rd
stylo/man/novels.Rd
stylo/man/crossv.Rd
stylo/man/delete.markup.Rd
stylo/man/oppose.Rd
stylo/man/dist.delta.Rd
stylo/man/assign.plot.colors.Rd
stylo/man/lee.Rd
stylo/man/gui.stylo.Rd
stylo/man/txt.to.features.Rd