voipcas.blogg.se - R studio online

RStudio is available in open source and commercial editions and runs on the desktop (Windows, Mac, and Linux) or in a browser connected to RStudio Server or RStudio Server Pro (Debian/Ubuntu, RedHat/CentOS, and SUSE Linux). It includes a console, syntax-highlighting editor that supports direct code execution, as well as tools for plotting, history, debugging, and workspace management. For example, if the latest release R version is 4.1, then that version is supported, as well as 4.0, 3.6, 3.5, and 3.4.RStudio is an integrated development environment (IDE) for R.

Shiny is supported on the latest release version of R, as well as the previous four minor release versions of R. The shiny package as a whole is licensed under the GPLv3. Please see our CONTRIBUTING.md file for detailed guidelines of how to contribute. We welcome contributions to the shiny package. To ask a question about Shiny, please use the RStudio Community website.įor bug reports, please use the issue tracker and also keep in mind that by writing a good bug report, you're more likely to get help with your problem. The former is currently more up-to-date with modern Shiny features, whereas the latter takes a deeper, more visual, dive into fundamental concepts. # Launches an app, with the app's source code includedįor more examples and inspiration, check out the Shiny User Gallery.įor help with learning fundamental Shiny programming concepts, check out the Mastering Shiny book and the Shiny Tutorial.

A rich ecosystem of extension packages for more custom widgets, input validation, unit testing, and more.

An ability to bookmark application state and/or generate code to reproduce output(s).Modules: a framework for reducing code duplication and complexity.Tools for improving and monitoring performance, including native support for async programming, caching, load testing, and more.

Seamless integration with R Markdown, making it easy to embed numerous applications natively within a larger dynamic document.

An attractive default look based on Bootstrap which can also be easily customized with the bslib package or avoided entirely with more direct R bindings to HTML/CSS/JavaScript.

A prebuilt set of highly sophisticated, customizable, and easy-to-use widgets (e.g., plots, tables, sliders, dropdowns, date pickers, and more).

Compared to event-based programming, reactivity allows Shiny to do the minimum amount of work when input(s) change, and allows humans to more easily reason about complex MVC logic.

An intuitive and extensible reactive programming model which makes it easy to transform existing R code into a "live app" where outputs automatically react to new user input.

Easily build rich and productive interactive web apps in R - no HTML/CSS/JavaScript required.