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quanteda: Quantitative Analysis of Textual Data

A fast, flexible, and comprehensive framework for quantitative text analysis in R. Provides functionality for corpus management, creating and manipulating tokens and n-grams, exploring keywords in context, forming and manipulating sparse matrices of documents by features and feature co-occurrences, analyzing keywords, computing feature similarities and distances, applying content dictionaries, applying supervised and unsupervised machine learning, visually representing text and text analyses, and more.

Version: 4.1.0
Depends: R (≥ 3.5.0), methods
Imports: fastmatch, jsonlite, lifecycle, magrittr, Matrix (≥ 1.5-0), Rcpp (≥ 0.12.12), SnowballC, stopwords, stringi, xml2, yaml
LinkingTo: Rcpp
Suggests: rmarkdown, spelling, testthat, formatR, tm (≥ 0.6), knitr, lsa, rlang, slam
Enhances: dplyr, lda, purrr, spacyr, stm, text2vec, tibble, tidytext, tokenizers, topicmodels
Published: 2024-09-04
DOI: 10.32614/CRAN.package.quanteda
Author: Kenneth Benoit ORCID iD [cre, aut, cph], Kohei Watanabe ORCID iD [aut], Haiyan Wang ORCID iD [aut], Paul Nulty ORCID iD [aut], Adam Obeng ORCID iD [aut], Stefan Müller ORCID iD [aut], Akitaka Matsuo ORCID iD [aut], William Lowe ORCID iD [aut], Christian Müller [ctb], Olivier Delmarcelle ORCID iD [ctb], European Research Council [fnd] (ERC-2011-StG 283794-QUANTESS)
Maintainer: Kenneth Benoit <kbenoit at lse.ac.uk>
BugReports: https://github.com/quanteda/quanteda/issues
License: GPL-3
URL: https://quanteda.io
NeedsCompilation: yes
Language: en-GB
Citation: quanteda citation info
Materials: README NEWS
In views: NaturalLanguageProcessing
CRAN checks: quanteda results

Documentation:

Reference manual: quanteda.pdf
Vignettes: Quick Start Guide (source, R code)

Downloads:

Package source: quanteda_4.1.0.tar.gz
Windows binaries: r-devel: quanteda_4.1.0.zip, r-release: quanteda_4.1.0.zip, r-oldrel: quanteda_4.1.0.zip
macOS binaries: r-release (arm64): quanteda_4.1.0.tgz, r-oldrel (arm64): quanteda_4.1.0.tgz, r-release (x86_64): quanteda_4.1.0.tgz, r-oldrel (x86_64): quanteda_4.1.0.tgz
Old sources: quanteda archive

Reverse dependencies:

Reverse depends: idiolect, seededlda
Reverse imports: AutoPlots, conText, corpustools, DICEM, doc2concrete, eHDPrep, grafzahl, highlightr, keyATM, LDABiplots, LDAShiny, LexisNexisTools, LSX, newsmap, oolong, poldis, politeness, pseudobibeR, quanteda.textmodels, quanteda.textplots, quanteda.textstats, rainette, RNewsflow, sentometrics, sentopics, stm, stylest2, sweater, textstem, tosca, Twitmo, ulex, wordmap
Reverse linking to: quanteda.textmodels, quanteda.textstats, seededlda
Reverse suggests: aifeducation, explor, mlr3pipelines, readtext, spacyr, stminsights, stopwords, text2map, tidylda, tidytext

Linking:

Please use the canonical form https://CRAN.R-project.org/package=quanteda to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.