RStudio Server
Browser-based IDE for R and Python data science
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Actively maintained
Last commit 26 Aug 2026.
RStudio Server is a web-accessible version of the RStudio IDE for data science development in R and Python. It provides a full coding workbench in the browser, making it easier to centralize compute and enable access for multiple users.
Key Features
- Browser-based IDE experience with console, source editor, plots, workspace, help, and history
- Syntax highlighting, code completion, and smart indentation
- Run code directly from the editor (line, selection, or file)
- Project-based workflow for managing multiple working directories
- Integrated tools for debugging and error diagnosis
- Authoring support for technical documents, including Sweave and TeX
- Package development tooling to support R package workflows
Use Cases
- Centralized data science environment for teams using shared servers or managed infrastructure
- Teaching and training environments where learners access a consistent IDE via a browser
- Remote development when local installation is not desired or practical
RStudio Server is a mature, widely used IDE option for organizations standardizing R/Python workflows and offering a consistent development experience across users and machines.
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