Description
Declare data validation rules and data quality indicators; confront data with them and analyze or visualize the results. The package supports rules that are per-field, in-record, cross-record or cross-dataset. Rules can be automatically analyzed for rule type and connectivity. Supports checks implied by an SDMX DSD file as well. See also Van der Loo and De Jonge (2018) <doi:10.1002/9781118897126>, Chapter 6 and the JSS paper (2021) <doi:10.18637/jss.v097.i10>.
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CRAN Check Status
Show all 13 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-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 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 7, 2026
re-building of vignette outputs
Error(s) in re-building vignettes:
...
--- re-building ‘cookbook.Rmd’ using rmarkdown
Warning in file("", "w+b") :
cannot open file '/tmp/Rtmpy985Pk/Rf22c01338d84e98': No space left on device
Quitting from cookbook.Rmd:1247-1250 [unnamed-chunk-8
...[truncated]...
nnection
--- failed re-building ‘cookbook.Rmd’
--- re-building ‘JSS_3483.Rnw’ using Sweave
--- finished re-building ‘JSS_3483.Rnw’
SUMMARY: processing the following file failed:
‘cookbook.Rmd’
Error: Vignette re-building failed.
Execution halted