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textclean  

Text Cleaning Tools
View on CRAN: Click here


Download and install textclean package within the R console
Install from CRAN:
install.packages("textclean")

Install from Github:
library("remotes")
install_github("cran/textclean")

Install by package version:
library("remotes")
install_version("textclean", "0.9.3")



Attach the package and use:
library("textclean")
Maintained by
Tyler Rinker
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-01-10
Latest Update: 2018-07-23
Description:
Tools to clean and process text.Tools are geared at checking for substrings that are not optimal for analysis and replacing or removing them (normalizing) with more analysis friendly substrings (see Sproat, Black, Chen, Kumar, Ostendorf, & Richards (2001) <doi:10.1006/csla.2001.0169>) or extracting them into new variables. For example, emoticons are often used in text but not always easily handled by analysis algorithms.The replace_emoticon() function replaces emoticons with word equivalents.
How to cite:
Tyler Rinker (2017). textclean: Text Cleaning Tools. R package version 0.9.3, https://cran.r-project.org/web/packages/textclean. Accessed 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:12), 0.2.0 (2017-01-10 10:17), 0.3.0 (2017-01-22 11:25), 0.3.1 (2017-02-22 08:42), 0.5.1 (2017-12-12 16:13), 0.6.3 (2018-01-14 22:53), 0.7.2 (2018-04-19 07:03), 0.7.3 (2018-04-24 18:06), 0.9.2 (2018-06-09 06:35), 0.9.3 (2018-07-23 18:40)
Other packages that cited textclean R package
View textclean citation profile
Other R packages that textclean depends, imports, suggests or enhances
Complete documentation for textclean
Functions, R codes and Examples using the textclean R package
Some associated functions: DATA . add_comma_space . add_missing_endmark . check_text . drop_element . drop_row . fgsub . filter_element . filter_row . has_endmark . make_plural . match_tokens . mgsub . print.check_text . print.sub_holder . print.which_are_locs . reexports . replace_contraction . replace_date . replace_email . replace_emoji . replace_emoticon . replace_grade . replace_hash . replace_html . replace_incomplete . replace_internet_slang . replace_kern . replace_money . replace_names . replace_non_ascii . replace_number . replace_ordinal . replace_rating . replace_symbol . replace_tag . replace_time . replace_to . replace_tokens . replace_url . replace_white . replace_word_elongation . strip . sub_holder . swap . textclean . which_are . 
Some associated R codes: add_comma_space.R . add_missing_endmark.R . check_text.R . check_text_logicals.R . drop_element.R . drop_row.R . fgsub.R . filter_element.R . filter_row.R . glue-reexports.R . has_endmark.R . make_plural.R . match_tokens.R . mgsub.R . replace_contraction.R . replace_date.R . replace_email.R . replace_emoji.R . replace_emoticon.R . replace_grade.R . replace_hash.R . replace_html.R . replace_incomplete.R . replace_internet_slang.R . replace_kerning.R . replace_money.R . replace_names.R . replace_non_ascii.R . replace_number.R . replace_ordinal.R . replace_rating.R . replace_symbol.R . replace_tag.R . replace_time.R . replace_to.R . replace_tokens.R . replace_url.R . replace_white.R . replace_word_elongation.R . strip.R . sub_holder.R . swap.R . textclean-package.R . utils.R .  Full textclean package functions and examples
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