Introduction (original) (raw)
teal is an interactive data exploration framework based on shiny, designed primarily to analyze CDISC clinical trial data.
A shiny Application created with tealoffers users the ability to:
- Import data from external sources;
- Dynamically filter data for analysis;
- Generate reproducible code for future analysis;
- Create and download reports of analysis results (for analysis modules that support reporting).
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 frameworkâs 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 withinteal |
| teal.data | provides the data structure used in allteal 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 tealframework |
| 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!