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skimr

Compact and Flexible Summaries of Data

v2.2.2 · Jan 10, 2026 · GPL-3
CRAN GitHub Mirror

Description

A simple to use summary function that can be used with pipes and displays nicely in the console. The default summary statistics may be modified by the user as can the default formatting. Support for data frames and vectors is included, and users can implement their own skim methods for specific object types as described in a vignette. Default summaries include support for inline spark graphs. Instructions for managing these on specific operating systems are given in the "Using skimr" vignette and the README.

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CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

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

Reverse Dependencies (30)

imports

AdverseEvents BOLDconnectR NIMAA archetyper btw chronicle codebook dataCompare datareportR mdsr studentlife

suggests

AMR BDgraph HVT REDCapTidieR SHARK4R aisdk dispositionEffect fastml industRial liver misc mvabund panelr papaja read.abares sdcLog ssgraph tidyREDCap tidyprompt

Dependency Network

Dependencies Reverse dependencies cli dplyr knitr pillar purrr repr rlang stringr tibble tidyr tidyselect vctrs AdverseEvents BOLDconnectR NIMAA archetyper btw chronicle codebook dataCompare datareportR mdsr studentlife AMR BDgraph HVT REDCapTidieR +15 more reverse deps skimr

Version History

new 2.2.2 Mar 10, 2026
updated 2.2.2 ← 2.2.1 diff Jan 9, 2026
updated 2.2.1 ← 2.1.5 diff Jul 26, 2025
updated 2.1.5 ← 2.1.4 diff Dec 22, 2022
updated 2.1.4 ← 2.1.3 diff Apr 14, 2022
updated 2.1.3 ← 2.1.2 diff Mar 6, 2021
updated 2.1.2 ← 2.1.1 diff Jul 5, 2020
updated 2.1.1 ← 2.1 diff Apr 15, 2020
updated 2.1 ← 2.0.2 diff Jan 31, 2020
updated 2.0.2 ← 2.0.1 diff Nov 25, 2019
updated 2.0.1 ← 2.0 diff Nov 23, 2019
updated 2.0 ← 1.0.7 diff Nov 20, 2019
updated 1.0.7 ← 1.0.6 diff Jun 19, 2019
updated 1.0.6 ← 1.0.5 diff May 26, 2019
updated 1.0.5 ← 1.0.4 diff Feb 24, 2019
updated 1.0.4 ← 1.0.3 diff Jan 12, 2019
updated 1.0.3 ← 1.0.2 diff Jun 6, 2018
updated 1.0.2 ← 1.0.1 diff Apr 1, 2018
updated 1.0.1 ← 1.0 diff Jan 9, 2018
new 1.0 Dec 20, 2017