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dqcheckrGUI

A point-and-click Shiny interface for dqcheckr — automated data quality checks for recurring dataset deliveries.

Use this if you want to configure and run quality checks without writing any R code. If you prefer scripting, use dqcheckr directly.

What it does

• Walks you through setting up quality checks for a new dataset (wizard)
• Runs checks against incoming file deliveries and opens the HTML report
• Browses historical check results and drift comparisons

Installation

# Install dqcheckr first (required)
install.packages("dqcheckr")

# Install dqcheckrGUI from GitHub
devtools::install_github("mickmioduszewski/dqcheckrGUI")

Launch

dqcheckrGUI::run_app()

Or, if you have downloaded the source, double-click launch.command (Mac), launch.sh (Linux), or launch.bat (Windows).

Example configuration files

Example YAML configuration files using the Star Wars dataset are included with the package. Copy them to a local folder to use as a starting point:

file.copy(
  system.file("extdata/example_config", package = "dqcheckrGUI"),
  "my_config",
  recursive = TRUE
)

Learn more

See the dqcheckr documentation for a full description of all configuration options and quality checks.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.