Package: qualitycontrol 0.1.0
qualitycontrol: Unified Framework for Data Quality Control
An easy framework to set a quality control workflow on a dataset. Includes a various range of functions that allow to establish an adaptable data quality control.
Authors:
qualitycontrol_0.1.0.tar.gz
qualitycontrol_0.1.0.zip(r-4.7)qualitycontrol_0.1.0.zip(r-4.6)qualitycontrol_0.1.0.zip(r-4.5)
qualitycontrol_0.1.0.tgz(r-4.6-any)qualitycontrol_0.1.0.tgz(r-4.5-any)
qualitycontrol_0.1.0.tar.gz(r-4.7-any)qualitycontrol_0.1.0.tar.gz(r-4.6-any)
qualitycontrol_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
qualitycontrol/json (API)
NEWS
| # Install 'qualitycontrol' in R: |
| install.packages('qualitycontrol', repos = c('https://luisgarcez11.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/luisgarcez11/qualitycontrol/issues
- als_data - Amyotrophic lateral sclerosis Example dataset
- als_data_qc_mapping - An example dataset containing a Quality Control mapping
Last updated from:a047f7cb5e. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 252 | ||
| source / vignettes | OK | 194 | ||
| linux-release-x86_64 | NOTE | 147 | ||
| macos-release-arm64 | NOTE | 135 | ||
| macos-oldrel-arm64 | NOTE | 113 | ||
| windows-devel | NOTE | 80 | ||
| windows-release | NOTE | 84 | ||
| windows-oldrel | NOTE | 89 | ||
| wasm-release | OK | 126 |
Exports:qc_dataread_qc_mappingtest_duplicatedtest_inconsistenciestest_missingtest_range
Dependencies:cellrangerclicpp11crayondplyrgenericsgluehmsjanitorlifecyclelubridatemagrittropenxlsxpillarpkgconfigprettyunitsprogresspurrrR6Rcppreadxlrematchrlangsnakecasestringistringrtibbletidyrtidyselecttimechangeutf8vctrswithrzip
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Amyotrophic lateral sclerosis Example dataset | als_data |
| An example dataset containing a Quality Control mapping | als_data_qc_mapping |
| QC dataset using a specific variable mapping | qc_data |
| Read Quality Control mapping file | read_qc_mapping |
| Test if variable values are duplicated | test_duplicated |
| Test the inconsistencies between variables on a dataset | test_inconsistencies |
| Test the variable missingness on a dataset | test_missing |
| Test the range of a variable on a dataset | test_range |
