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:Luis Garcez [aut, cre, cph]

qualitycontrol_0.1.0.tar.gz
qualitycontrol_0.1.0.zip(r-4.7-any)qualitycontrol_0.1.0.zip(r-4.6-any)qualitycontrol_0.1.0.zip(r-4.5-any)
qualitycontrol_0.1.0.tgz(r-4.6-any)qualitycontrol_0.1.0.tgz(r-4.5-any)
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qualitycontrol_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
qualitycontrol/json (API)

# 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

Datasets:

als_data - Amyotrophic lateral sclerosis Example dataset
als_data_qc_mapping - An example dataset containing a Quality Control mapping

On CRAN:

3.70 score 5 scripts 258 downloads 6 exports 34 dependencies

Last updated from:a047f7cb5e. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	NOTE	152
source / vignettes	OK	178
linux-release-x86_64	NOTE	148
macos-release-arm64	NOTE	151
macos-oldrel-arm64	NOTE	205
windows-devel	NOTE	74
windows-release	NOTE	79
windows-oldrel	NOTE	85
wasm-release	OK	145

Exports:qc_data read_qc_mapping test_duplicated test_inconsistencies test_missing test_range

Dependencies:cellranger cli cpp11 crayon dplyr generics glue hms janitor lifecycle lubridate magrittr openxlsx pillar pkgconfig prettyunits progress purrr R6 Rcpp readxl rematch rlang snakecase stringi stringr tibble tidyr tidyselect timechange utf8 vctrs withr zip

qualitycontrol

Rendered fromvignette_qualitycontrol.Rmdusingknitr::rmarkdown

Last update: 2022-11-28
Started: 2022-11-23

Citation

Development and contributors

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