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pbapply  

Adding Progress Bar to '*apply' Functions
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pbapply", "1.7-4")



Attach the package and use:
library("pbapply")
Maintained by
Peter Solymos
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-09-03
Latest Update: 2025-07-20
Description:
A lightweight package that adds progress bar to vectorized R functions ('*apply'). The implementation can easily be added to functions where showing the progress is useful (e.g. bootstrap). The type and style of the progress bar (with percentages or remaining time) can be set through options. Supports several parallel processing backends including future.
How to cite:
Peter Solymos (2010). pbapply: Adding Progress Bar to '*apply' Functions. R package version 1.7-4, https://cran.r-project.org/web/packages/pbapply. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0-1 (2010-09-03 21:38), 1.0-2 (2010-09-10 09:27), 1.0-3 (2011-02-09 11:11), 1.0-4 (2011-10-24 08:17), 1.0-5 (2012-07-07 08:52), 1.1-0 (2013-10-03 08:44), 1.1-1 (2014-05-16 19:53), 1.1-2 (2015-11-22 11:48), 1.1-3 (2015-11-24 23:59), 1.2-0 (2016-03-01 10:43), 1.2-1 (2016-04-19 13:50), 1.2-2 (2016-08-26 14:25), 1.3-0 (2016-09-26 08:03), 1.3-1 (2016-10-31 07:57), 1.3-2 (2017-03-01 08:36), 1.3-3 (2017-07-04 08:48), 1.3-4 (2018-01-10 19:04), 1.4-0 (2019-02-05 23:22), 1.4-1 (2019-07-15 08:21), 1.4-2 (2019-08-31 07:10), 1.4-3 (2020-08-18 09:20), 1.5-0 (2021-09-16 07:10), 1.6-0 (2022-11-16 04:50), 1.7-0 (2023-01-13 15:40), 1.7-2 (2023-06-27 11:10)
Other packages that cited pbapply R package
View pbapply citation profile
Other R packages that pbapply depends, imports, suggests or enhances
Complete documentation for pbapply
Functions, R codes and Examples using the pbapply R package
Some associated functions: pbapply . pboptions . splitpb . timerProgressBar . 
Some associated R codes: closepb.R . dopb.R . doshiny.R . pbapply.R . pbby.R . pbeapply.R . pblapply.R . pbmapply.R . pboptions.R . pbreplicate.R . pbsapply.R . pbtapply.R . pbtypes.R . pbvapply.R . pbwalk.R . splitpb.R . timerProgressBar.R . zzz.R .  Full pbapply package functions and examples
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