knitr::opts_chunk$set( collapse = TRUE, comment = "#>" )
The teal.transform
package is an integral component of the teal
framework.
It serves a dual purpose:
teal
application developers, it provides a means to specify which dataset columns can be accessed through the user interface, streamlining column selection within their applications.teal
module developers, it offers a standardized user interface for column selection from datasets and facilitates dataset merging, resulting in the creation of analysis datasets for use within their modules.The primary goal of teal.transform
to to provide functions that help in abstracting the process of Data Extraction and Data Merging in UI elements of the shiny
app.
This helps in reducing the amount of code required to create a UI elements that directly transform the data to perform the required analysis. This is how the app user gains flexibility to transform their data right from the UI.
To explore the combined use of data extraction and merging to see the full use of teal.transform
, please explore the Combining data-extract with data-merge vignette.
To delve into the process of selecting specific data columns, please consult the Data Extraction vignette.
For comprehensive information regarding data merging, please refer to the Data Merge vignette.
Any scripts or data that you put into this service are public.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.