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dataMaid

A Suite of Checks for Identification of Potential Errors in a Data Frame as Part of the Data Screening Process

v1.4.2 · Apr 13, 2025 · GPL-2

Description

Data screening is an important first step of any statistical analysis. dataMaid auto generates a customizable data report with a thorough summary of the checks and the results that a human can use to identify possible errors. It provides an extendable suite of test for common potential errors in a dataset.

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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

Dependency Network

Dependencies Reverse dependencies ggplot2 gridExtra haven htmltools magrittr pander rlang rmarkdown robustbase stringi whoami dataMaid

Version History

new 1.4.2 Mar 10, 2026
updated 1.4.2 ← 1.4.1 diff Apr 12, 2025
updated 1.4.1 ← 1.4.0 diff Oct 7, 2021
updated 1.4.0 ← 1.3.2 diff Dec 9, 2019
updated 1.3.2 ← 1.3.1 diff Jul 27, 2019
updated 1.3.1 ← 1.3.0 diff Jul 9, 2019
updated 1.3.0 ← 1.2.0 diff Jun 6, 2019
updated 1.2.0 ← 1.1.2 diff Oct 2, 2018
updated 1.1.2 ← 1.1.0 diff May 2, 2018
updated 1.1.0 ← 1.0.0 diff Feb 5, 2018
updated 1.0.0 ← 0.9.2 diff Nov 9, 2017
new 0.9.2 Jan 1, 2017