CRAN/E | tidytext

tidytext

Text Mining using 'dplyr', 'ggplot2', and Other Tidy Tools

Installation

About

Using tidy data principles can make many text mining tasks easier, more effective, and consistent with tools already in wide use. Much of the infrastructure needed for text mining with tidy data frames already exists in packages like 'dplyr', 'broom', 'tidyr', and 'ggplot2'. In this package, we provide functions and supporting data sets to allow conversion of text to and from tidy formats, and to switch seamlessly between tidy tools and existing text mining packages.

Citation tidytext citation info
juliasilge.github.io/tidytext/
github.com/juliasilge/tidytext
Bug report File report

Key Metrics

Version 0.4.2
R ≥ 2.10
Published 2024-04-10 14 days ago
Needs compilation? no
License MIT
License File
CRAN checks tidytext results

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Maintainer

Maintainer

Julia Silge

julia.silge@gmail.com

Authors

Gabriela De Queiroz

ctb

Colin Fay

ctb

Emil Hvitfeldt

ctb

Os Keyes

ctb

Kanishka Misra

ctb

Tim Mastny

ctb

Jeff Erickson

ctb

David Robinson

aut

Julia Silge

aut / cre

Material

README
NEWS
Reference manual
Package source

In Views

NaturalLanguageProcessing

Vignettes

Tidy Term Frequency and Inverse Document Frequency (tf-idf)
Converting to and from Document-Term Matrix and Corpus objects
Introduction to tidytext

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

tidytext archive

Depends

R ≥ 2.10

Imports

cli
dplyr ≥ 1.1.1
generics
janeaustenr
lifecycle
Matrix
methods
purrr ≥ 0.1.1
rlang ≥ 0.4.10
stringr
tibble
tokenizers
vctrs

Suggests

broom
covr
data.table
ggplot2
hunspell
knitr
mallet
NLP
quanteda
readr
reshape2
rmarkdown
scales
stm
stopwords
testthat ≥ 2.1.0
textdata
tidyr
tm
topicmodels
vdiffr
wordcloud

Reverse Imports

akc
available
benchdamic
bibliometrix
CINE
crsra
dail
DistatisR
DOPE
epitweetr
fedregs
ggpage
GSEAmining
iheiddown
LDAShiny
MadanText
MadanTextNetwork
madshapR
margaret
miRetrieve
moodleR
naturaList
NIMAA
opitools
oRus
saotd
scicomptools
sherlock
statquotes
texter
TextForecast
TextMiningGUI
tidylda
tsentiment
TwitterAutomatedTrading
upstartr
vivainsights
weed
widyr
wpa

Reverse Suggests

aifeducation
cwbtools
eurlex
funrar
gutenbergr
ibawds
LexisNexisTools
mvrsquared
newsanchor
openintro
polmineR
rfars
schrute
spacyr
spRingsteen
textmineR
tidylo
tidypmc
Twitmo
vosonSML

Reverse Enhances

quanteda