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This package contains a set of standardteal modules for you to include in applications.These include modules for:

• viewing data (includingtm_variable_browser,tm_data_table,tm_file_viewer, ...)
• visualizing data (tm_g_scatterplot,tm_g_association, ...)
• understanding missing and outlier values within your data (tm_missing_data,tm_outliers, ...)
• performing simple data analysis (tm_a_pca,tm_g_distribution,tm_a_regression, ...).

These modules work withCDISC data, independent datasets and general relational data.

Please seeteal gallery andTLG Catalog to see examples ofteal apps with modules from this package.

install.packages('teal.modules.general')

Alternatively, you might want to use the development version.

# install.packages("pak")pak::pak("insightsengineering/teal.modules.general")

To understand how to use this package, please refer to theGetting Started article, which provides multiple examples of code implementation.

You can try out the package without installing it in the Shinylive:

• stable
• development

If you encounter a bug or have a feature request, please file an issue. For questions, discussions, and staying up to date, please use theteal channel in thepharmaverse slack workspace.

This package is a result of a joint efforts by many developers and stakeholders. We would like to thank everyone who contributed so far!