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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: | 4.0.2 |
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, RcppArmadillo (≥ 0.7.600.1.0) |
Suggests: | rmarkdown, spelling, testthat, formatR, tm (≥ 0.6), knitr, lsa, rlang, slam |
Enhances: | dplyr, lda, purrr, spacyr, stm, text2vec, tibble, tidytext, tokenizers, topicmodels |
Published: | 2024-04-24 |
DOI: | 10.32614/CRAN.package.quanteda |
Author: | Kenneth Benoit |
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 [issues need fixing before 2024-08-19] |
Reference manual: | quanteda.pdf |
Vignettes: |
Quick Start Guide |
Package source: | quanteda_4.0.2.tar.gz |
Windows binaries: | r-devel: quanteda_4.0.2.zip, r-release: quanteda_4.0.2.zip, r-oldrel: quanteda_4.0.2.zip |
macOS binaries: | r-release (arm64): quanteda_4.0.2.tgz, r-oldrel (arm64): quanteda_4.0.2.tgz, r-release (x86_64): quanteda_4.0.2.tgz, r-oldrel (x86_64): quanteda_4.0.2.tgz |
Old sources: | quanteda archive |
Reverse depends: | seededlda |
Reverse imports: | AutoPlots, conText, corpustools, doc2concrete, eHDPrep, grafzahl, highlightr, keyATM, LDABiplots, LDAShiny, LexisNexisTools, LSX, newsmap, oolong, poldis, politeness, 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, cwbtools, explor, mlr3pipelines, readtext, spacyr, stminsights, stopwords, text2map, tidylda, tidytext |
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.
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