Find AI Tools
RTutor logo

RTutor

Generate and test R code, get code overview in R Markdown and HTML, collaborate on group projects with RTutor GitHub repository.

Try RTutor free
  • Free plan available
  • No credit card
RTutor screenshot

What is RTutor?

RTutor is a web-based tool for writing, generating, and testing R code in an interactive environment. It lets you create R exercises and tutorials that combine code, output, and explanations in a single document. You can generate R code, run it immediately to check results, and export your work as R Markdown or HTML files. The tool includes built-in collaboration features through GitHub integration, making it useful for group projects and shared learning. RTutor is aimed at educators building interactive R tutorials, students learning data analysis, and teams working on R-based research or analysis together.

Key features

Code generation and execution

Write and run R code directly in the browser with immediate feedback

Multiple export formats

Output your work as R Markdown or HTML documents

GitHub integration

Store and collaborate on RTutor projects through GitHub repositories

Interactive tutorials

Create interactive R exercises that students or collaborators can work through

Code output display

See results and plots rendered alongside your code

Pros & cons

Advantages

  • No local R installation required to get started; works entirely in the browser
  • Built-in collaboration through GitHub makes group projects and version control straightforward
  • Good for creating teaching materials and interactive tutorials that combine code with explanation
  • Free tier available for individual use and learning

Limitations

  • Limited information available about advanced features, performance limits, or offline capabilities
  • Dependent on browser stability and internet connection for regular use
  • May have a learning curve for users unfamiliar with R Markdown or GitHub workflows

Use cases

Creating interactive R tutorials and exercises for teaching statistics or data science

Building collaborative data analysis projects where multiple team members contribute code

Documenting and sharing R workflows with reproducible code and explanations

Learning R interactively without needing to set up a local development environment

Ready to try RTutor?

Try RTutor free

Pricing

Free

Free

Core code generation, execution, and export functionality; basic GitHub collaboration

Get started with RTutor

Click through to RTutor and start using it now.

Try RTutor free
  • Free plan available
  • No credit card