An aid for text mining in R, with a syntax that should be familiar to experienced R users. Provides a wrapper for several topic models that take similarly-formatted input and give similarly-formatted output. Has additional functionality for analyzing and diagnostics for topic models.
| Version: | 3.0.6 |
| Depends: | R (≥ 3.0.2), Matrix |
| Imports: | gtools, magrittr, methods, parallel, text2vec (≥ 0.5), stopwords, stringr, Rcpp, RcppProgress, RSpectra, utils |
| LinkingTo: | Rcpp, RcppArmadillo, RcppProgress |
| Suggests: | spelling, digest, dplyr, igraph, knitr, lda, MASS, rmarkdown, SnowballC, stringi, testthat, tibble, tidyr, tidytext, topicmodels, wordcloud |
| Published: | 2025-10-18 |
| DOI: | 10.32614/CRAN.package.textmineR |
| Author: | Tommy Jones [aut, cre], William Doane [ctb], Mattias Attbom [ctb] |
| Maintainer: | Tommy Jones <jones.thos.w at gmail.com> |
| BugReports: | https://github.com/TommyJones/textmineR/issues |
| License: | MIT + file LICENSE |
| URL: | https://www.rtextminer.com/ |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | textmineR results |
| Reference manual: | textmineR.html , textmineR.pdf |
| Vignettes: |
1. Start here (source, R code) 2. document clustering (source, R code) 3. Topic modeling (source, R code) 4. Text embeddings (source, R code) 5. Document summarization (source, R code) 6. Using tidytext with textmineR (source, R code) |
| Package source: | textmineR_3.0.6.tar.gz |
| Windows binaries: | r-devel: textmineR_3.0.6.zip, r-release: textmineR_3.0.6.zip, r-oldrel: textmineR_3.0.6.zip |
| macOS binaries: | r-release (arm64): textmineR_3.0.6.tgz, r-oldrel (arm64): textmineR_3.0.6.tgz, r-release (x86_64): textmineR_3.0.6.tgz, r-oldrel (x86_64): textmineR_3.0.6.tgz |
| Old sources: | textmineR archive |
| Reverse imports: | MadanText, MadanTextNetwork, topics |
| Reverse suggests: | mvrsquared |
Please use the canonical form https://CRAN.R-project.org/package=textmineR to link to this page.