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janitor: Simple Tools for Examining and Cleaning Dirty Data

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.

Version: 2.2.0
Depends: R (≥ 3.1.2)
Imports: dplyr (≥ 1.0.0), hms, lifecycle, lubridate, magrittr, purrr, rlang, stringi, stringr, snakecase (≥ 0.9.2), tidyselect (≥ 1.0.0), tidyr (≥ 0.7.0)
Suggests: dbplyr, knitr, rmarkdown, RSQLite, sf, testthat (≥ 3.0.0), tibble, tidygraph
Published: 2023-02-02
Author: Sam Firke [aut, cre], Bill Denney [ctb], Chris Haid [ctb], Ryan Knight [ctb], Malte Grosser [ctb], Jonathan Zadra [ctb]
Maintainer: Sam Firke <samuel.firke at gmail.com>
BugReports: https://github.com/sfirke/janitor/issues
License: MIT + file LICENSE
URL: https://github.com/sfirke/janitor, https://sfirke.github.io/janitor/
NeedsCompilation: no
Materials: README NEWS
CRAN checks: janitor results

Documentation:

Reference manual: janitor.pdf
Vignettes: janitor
tabyls

Downloads:

Package source: janitor_2.2.0.tar.gz
Windows binaries: r-devel: janitor_2.2.0.zip, r-release: janitor_2.2.0.zip, r-oldrel: janitor_2.2.0.zip
macOS binaries: r-release (arm64): janitor_2.2.0.tgz, r-oldrel (arm64): janitor_2.2.0.tgz, r-release (x86_64): janitor_2.2.0.tgz, r-oldrel (x86_64): janitor_2.2.0.tgz
Old sources: janitor archive

Reverse dependencies:

Reverse imports: bambooHR, baseballr, bayesrules, BERT, BFS, bluebike, bndesr, cepumd, clockify, ConsRankClass, covid19india, cricketdata, dacc, dail, dams, datazoom.amazonia, DCPO, diffdfs, drpop, eatRep, ech, epe4md, epiCleanr, epitweetr, etl, excluder, f1dataR, fabR, fastrep, fastRhockey, filebin, fitbitr, FlickrAPI, framecleaner, getLattes, gg4way, govinfoR, HarmonizR, healthyR.data, hlaR, HLMdiag, HMDHFDplus, hoopR, hudr, IMD, influential, irtQ, ispdata, itraxR, lacrmr, LDLcalc, madshapR, MAGMA.R, metricminer, mnis, modeltime, moderndive, nfl4th, nflfastR, octopus, oddsapiR, opinAr, otargen, otpr, POMA, presenter, protti, qualitycontrol, quid, REDCapDM, repoRter.nih, reservoirnet, rfars, rmdl, rSRD, SangerTools, scCustomize, scider, speechbr, spotifyr, tabbycat, TangledFeatures, theftdlc, ThermalSampleR, threesixtygiving, tidybins, tidyDenovix, tidyplate, tidyREDCap, tntpr, unmconf, validata, vvauditor, wehoop, worldfootballR, zoomr
Reverse suggests: avocado, BeeBDC, CGPfunctions, EDCimport, formods, geofi, healthyR.ai, industRial, k5, lterdatasampler, mtsta, mxnorm, NHSRdatasets, ohsome, public.ctn0094data, questionr, r4ds.tutorials, rattle, Rmonize, scdhlm, SingleCaseES, textrecipes, tidyquant
Reverse enhances: AMR

Linking:

Please use the canonical form https://CRAN.R-project.org/package=janitor to link to this page.

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.
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