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Tailored for topic modeling with tweets and fit for visualization tasks in R. Collect, pre-process and analyze the contents of tweets using LDA and structural topic models (STM). Comes with visualizing capabilities like tweet and hashtag maps and built-in support for 'LDAvis'.
Version: | 0.1.2 |
Depends: | R (≥ 3.5.0) |
Imports: | jsonlite, stats, plyr, stopwords, stringr, dplyr, readr, magrittr, rtweet, quanteda, quanteda.textstats, topicmodels, stm, tidyr, rlang, maps, LDAvis, leaflet, ldatuning, stringi, tm |
Suggests: | rmarkdown, knitr, tidytext, modeltools, servr |
Published: | 2021-12-06 |
DOI: | 10.32614/CRAN.package.Twitmo |
Author: | Andreas Buchmueller [aut, cre] (github.com/abuchmueller), Gillian Kant [aut, ths], Christoph Weisser [aut, ths], Benjamin Saefken [aut, ths], Thomas Kneib [rev, ths, dgs], Krisztina Kis-Katos [rev] |
Maintainer: | Andreas Buchmueller <a.buchmueller at stud.uni-goettingen.de> |
BugReports: | https://github.com/abuchmueller/Twitmo/issues |
License: | MIT + file LICENSE |
URL: | https://github.com/abuchmueller/Twitmo |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | Twitmo results |
Reference manual: | Twitmo.pdf |
Package source: | Twitmo_0.1.2.tar.gz |
Windows binaries: | r-devel: Twitmo_0.1.2.zip, r-release: Twitmo_0.1.2.zip, r-oldrel: Twitmo_0.1.2.zip |
macOS binaries: | r-release (arm64): Twitmo_0.1.2.tgz, r-oldrel (arm64): Twitmo_0.1.2.tgz, r-release (x86_64): Twitmo_0.1.2.tgz, r-oldrel (x86_64): Twitmo_0.1.2.tgz |
Old sources: | Twitmo archive |
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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.