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-4.5)qualitycontrol_0.1.0.zip(r-4.4)qualitycontrol_0.1.0.zip(r-4.3)
qualitycontrol_0.1.0.tgz(r-4.4-any)qualitycontrol_0.1.0.tgz(r-4.3-any)
qualitycontrol_0.1.0.tar.gz(r-4.5-noble)qualitycontrol_0.1.0.tar.gz(r-4.4-noble)
qualitycontrol_0.1.0.tgz(r-4.4-emscripten)qualitycontrol_0.1.0.tgz(r-4.3-emscripten)
qualitycontrol.pdf |qualitycontrol.html✨
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 2 years agofrom:a047f7cb5e. Checks:OK: 3 NOTE: 4. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 05 2024 |
R-4.5-win | NOTE | Nov 05 2024 |
R-4.5-linux | NOTE | Nov 05 2024 |
R-4.4-win | NOTE | Nov 05 2024 |
R-4.4-mac | NOTE | Nov 05 2024 |
R-4.3-win | OK | Nov 05 2024 |
R-4.3-mac | OK | Nov 05 2024 |
Exports:qc_dataread_qc_mappingtest_duplicatedtest_inconsistenciestest_missingtest_range
Dependencies:cellrangerclicpp11crayondplyrfansigenericsgluehmsjanitorlifecyclelubridatemagrittropenxlsxpillarpkgconfigprettyunitsprogresspurrrR6Rcppreadxlrematchrlangsnakecasestringistringrtibbletidyrtidyselecttimechangeutf8vctrswithrzip
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 |