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Reproducibility

NEST coreDev

Reproducibility stands as a pivotal feature within the realm of data analysis for several compelling reasons:

• It empowers users to recreate outputs effortlessly within a standard R console, independent of a reactive shiny app.
• It fosters transparency, elucidating the analytical process for both users and stakeholders.

In this context, the qenv object within the teal.code package emerges as a pivotal tool, facilitating the development of reproducible shiny/teal modules.

It’s worth noting that there exists a public shinymeta R package by RStudio, offering similar functionality. However, integrating shinymeta into teal modules poses challenges. Consequently, we recommend the use of qenv for teal-based applications.

For comprehensive insights, please refer to the qenv vignette.

Important Note: The legacy approach to handling reproducibility, known as chunks, has been deprecated. We strongly advocate for the adoption of qenv as its successor.

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.