teal
is an interactive data exploration framework based on Shiny, designed primarily to analyze CDISC clinical trial data.
A Shiny Application created with teal
offers users the ability to:
Moreover, the teal
framework provides application developers with a wide range of customizable standard analysis modules to integrate into their applications, along with a logging framework that facilitates debugging.
Additionally, advanced users of the framework can develop new analysis modules and easily integrate them into any teal
application.
The teal
framework's functionality draws heavily from the following packages:
| R package | Description |
|----------------------|:------------------------------------------------------------------------|
|teal
| shiny
-based interactive exploration framework for analyzing data|
|teal.widgets
| shiny
UI components used within teal
|
|teal.data
| provides the data structure used in all teal
applications|
|teal.slice
| provides the filter panel to allow dynamic filtering of data|
|teal.code
| provides a mechanism for tracking code to reproduce an analysis|
|teal.logger
| standardizes logging within teal
framework|
|teal.reporter
| allows teal
applications to generate reports|
Although these packages are mentioned in the material, we strongly recommend visiting their vignettes to learn more about them.
Learn on how to make your first teal
application here!
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