dqcheckr

0.2.5

Automated Data Quality Checks for Recurring Dataset Deliveries

1packages depend

903downloads / year

94.9%test coverage

13/13checks pass

Overview

About

Maintained by Mick MioduszewskiFirst published 2026-05-205 releasesCRAN page ↗GitHub ↗

Automates quality verification of recurring external dataset deliveries. For each new file arrival, it runs single-snapshot quality checks, compares the file to the previous delivery, writes a self-contained 'HTML' report, and records summary statistics in a local 'SQLite' database for long-term trend tracking. Supports 'CSV' and fixed-width formats. Custom organisation-specific checks can be supplied as plain R files.

Install

R (CRAN)pak (dev)Ubuntu (r2u)openSUSE (OBS)

install.packages("dqcheckr", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("mickmioduszewski/dqcheckr")

Development version from mickmioduszewski/dqcheckr. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-dqcheckr

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-dqcheckr

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 4.3 min · r-oldrel-windows-x86_64

Check history

OK2026-06-07
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-21
3 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Documentation

Documentation signals are not tracked yet for this package.

Downloads

903

CRAN downloads in the past year

Rank #11,541 · ~2/day · ~75/mo

dqcheckr Releases R versions

Daily download trend is not available in this view yet.

32130 days

90390 days

9031 year

Compare downloads with other packages →

Also on16 r2u24 autocran

Repository

GitHub ↗ mickmioduszewski/dqcheckr

1Stars

0Forks

0Open issues

0Open PRs

2Releases

66Commits

1Contributors

66 commits · Last activity 2026-07-19 · 0% stars, 30d

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/mickmioduszewski/dqcheckr on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.2

Imports (14)

readr stringi DBI RSQLite quarto knitr kableExtra ggplot2 gridExtra tidyr yaml rlangstatsutils

LinkingTo (0)

none

Suggests (4)

testthat withr rmarkdown pkgdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

dqcheckrGUI

Code & Tests

People & History

People (1)

Maintainer (1)

Mick Mioduszewski

Author, Maintainer

Authors (1)

Mick Mioduszewski

Author, Maintainer

Package Timeline

5 releases. R releases are shown for context.

0.2.5Latest
2026-07-19 · current release · diff ↗
0.2.2
2026-06-18 · diff ↗
0.2.1
2026-06-08 · diff ↗
0.2.0
2026-06-02 · diff ↗
0.1.2
2026-05-20
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-05-20
Total releases: 5 / 1 yrs
License: MIT + file LICENSE OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

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