Ten quick tips for developing a reproducible Shiny application.
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| Název: | Ten quick tips for developing a reproducible Shiny application. |
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| Autoři: | Brun, Julien, Janée, Greg, Curty, Renata G. |
| Zdroj: | PLoS Computational Biology; 10/13/2025, Vol. 21 Issue 10, p1-8, 8p |
| Témata: | REPRODUCIBLE research, BEST practices, WEB-based user interfaces, ACCESS to information, OPEN source software, PROGRAMMING languages |
| Abstrakt: | The article focuses on enhancing the sustainability and reproducibility of Shiny applications, which are interactive web applications developed using the R or Python programming languages. It provides ten practical tips organized into four categories: getting started, building and developing the app, data and code best practices, and sharing the app. Key recommendations include utilizing training resources, setting up a proper computing environment, documenting code incrementally, and ensuring that both data and code are accessible and citable. The article emphasizes the importance of open-source practices and offers guidance on licensing, sharing, and considering alternative tools for interactive data exploration. [Extracted from the article] |
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| Databáze: | Complementary Index |
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