quanteda: Quantitative Analysis of Textual Data (original) (raw)
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: | 4.3.1 |
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| Depends: | R (≥ 4.1.0), 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: | 2025-07-10 |
| DOI: | 10.32614/CRAN.package.quanteda |
| Author: | Kenneth Benoit  [cre, aut, cph], Kohei Watanabe [aut], Haiyan Wang [aut], Paul Nulty [aut], Adam Obeng [aut], Stefan Müller [aut], Akitaka Matsuo [aut], William Lowe [aut], Christian Müller [ctb], Olivier Delmarcelle [ctb], European Research Council [fnd] (ERC-2011-StG 283794-QUANTESS) |
| Maintainer: | Kenneth Benoit |
| 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:
Downloads:
Reverse dependencies:
| Reverse depends: | idiolect |
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| Reverse imports: | AutoPlots, conText, corpustools, DICEM, DisasterAlert, doc2concrete, eHDPrep, grafzahl, highlightr, keyATM, LexisNexisTools, LLMing, LSX, minorparties, newsmap, oolong, orderanalyzer, poldis, politeness, pseudobibeR, quanteda.textmodels, quanteda.textplots, quanteda.textstats, rainette, RNewsflow, seededlda, sentometrics, sentopics, stm, stylest2, sweater, textstem, tosca, ulex, wordmap, wordvector |
| Reverse linking to: | quanteda.textmodels, quanteda.textstats, seededlda, wordvector |
| Reverse suggests: | explor, mlr3pipelines, readtext, spacyr, stminsights, stopwords, text2map, textAnnotatoR, tidylda, tidytext |
Linking:
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