dqcheckr: Automated Data Quality Checks for Recurring Dataset Deliveries
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.
| Version: |
0.2.2 |
| Depends: |
R (≥ 4.2) |
| Imports: |
readr, DBI, RSQLite, quarto, knitr, kableExtra, ggplot2, gridExtra, dplyr, tidyr, yaml, rlang |
| Suggests: |
testthat (≥ 3.1.0), withr, rmarkdown |
| Published: |
2026-06-18 |
| DOI: |
10.32614/CRAN.package.dqcheckr |
| Author: |
Mick Mioduszewski [aut, cre] |
| Maintainer: |
Mick Mioduszewski <mick at mioduszewski.net> |
| BugReports: |
https://github.com/mickmioduszewski/dqcheckr/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/mickmioduszewski/dqcheckr |
| NeedsCompilation: |
no |
| Language: |
en-GB |
| Materials: |
README, NEWS |
| CRAN checks: |
dqcheckr results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
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https://CRAN.R-project.org/package=dqcheckr
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