janitor

Simple Tools for Examining and Cleaning Dirty Data

v2.2.1 · Dec 22, 2024 · MIT + file LICENSE

Description

The main janitor functions can: perfectly format data.frame column names; provide quick counts of variable combinations (i.e., frequency tables and crosstabs); and explore duplicate records. Other janitor functions nicely format the tabulation results. These tabulate-and-report functions approximate popular features of SPSS and Microsoft Excel. This package follows the principles of the "tidyverse" and works well with the pipe function %>%. janitor was built with beginning-to-intermediate R users in mind and is optimized for user-friendliness.

Downloads

279.4K

Last 30 days

191st

836.3K

Last 90 days

3.2M

Last year

Trend: -6.9% (30d vs prior 30d)

CRAN Check Status

14 OK

Show all 14 flavors

Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	OK	95s
r-devel-linux-x86_64-debian-gcc	OK	67.1s
r-devel-linux-x86_64-fedora-clang	OK	151.1s
r-devel-linux-x86_64-fedora-gcc	OK	144.3s
r-devel-macos-arm64	OK	27s
r-devel-windows-x86_64	OK	111s
r-oldrel-macos-arm64	OK
r-oldrel-macos-x86_64	OK	97s
r-oldrel-windows-x86_64	OK	135s
r-patched-linux-x86_64	OK	87.4s
r-release-linux-x86_64	OK	81.2s
r-release-macos-arm64	OK
r-release-macos-x86_64	OK	82s
r-release-windows-x86_64	OK	110s

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (159)

depends

babyTimeR

imports

AdverseEvents BAwiR BFS BIGr ConsRankClass DCPO FlickrAPI HLMdiag HMDHFDplus IMD MAGMA.R MEAanalysis OxSR PKbioanalysis REDCapDM SangerTools SeroTrackR TangledFeatures ThermalSampleR WaterBalanceR autostats bacenR bambooHR baseballr bayesics bayesrules bidux bluebike cepumd cfbfastR cleanepi clockify covid19india crypto2 dacc dail datacult datazoom.amazonia debiasedTrialEmulation diffdfs drpop eatRep edar epe4md episomer etl excluder f1dataR fabR fastRhockey fastml fastrep filebin fitbitr fitzRoy flightsbr framecleaner getLattes ggdiagram gimap govinfoR healthyR.data hlaR hoopR hudr il.cbs.muni influential irtQ ispdata itraxR lacrmr logolink madshapR metricminer modeltime moderndive motherduck mtaOpenData netSEM nfl4th nflfastR nysOpenData octopus oddsapiR omicsTools opinAr otpr plotor presenter protti provolleyballr qualitycontrol quid rSRD readapra redatam repoRter.nih reservoirnet rfars scCustomize speechbr spotifyr starling tabbycat theftdlc threesixtygiving ti tidyDenovix tidyREDCap tidybins unmconf validata vvauditor weathR wehoop worldfootballR yfR zoomr

suggests

APCalign BeeBDC EDCimport NHSRdatasets Rbearcat Rmonize SingleCaseES acledR aggreCAT birddog connected discord dySEM formods galaxias geofi gooseR healthyR.ai hmsidwR industRial k5 lterdatasampler misc mtsta mxnorm nhanesdata nichetools nomisdata ohsome public.ctn0094data quallmer questionr r4ds.tutorials rattle scdhlm sitrep spatialGE textrecipes tidycensuskr tidyquant

Dependency Network

Version History

new 2.2.1 Mar 10, 2026

updated 2.2.1 ← 2.2.0 diff Dec 21, 2024

updated 2.2.0 ← 2.1.0 diff Feb 1, 2023

updated 2.1.0 ← 2.0.1 diff Jan 4, 2021

updated 2.0.1 ← 2.0.0 diff Apr 11, 2020

updated 2.0.0 ← 1.2.1 diff Apr 7, 2020

updated 1.2.1 ← 1.2.0 diff Jan 21, 2020

updated 1.2.0 ← 1.1.1 diff Apr 20, 2019

updated 1.1.1 ← 1.1.0 diff Jul 30, 2018

updated 1.1.0 ← 1.0.0 diff Jul 17, 2018

updated 1.0.0 ← 0.3.1 diff Mar 21, 2018

updated 0.3.1 ← 0.3.0 diff Jan 3, 2018

updated 0.3.0 ← 0.2.1 diff May 5, 2017

updated 0.2.1 ← 0.2.0 diff Oct 30, 2016

new 0.2.0 Oct 2, 2016