RTutor

What is RTutor?

RTutor is an AI-based app that generates and tests R code. Powered by OpenAI’s Davinci, it translates natural language into R scripts, executed within the Shiny platform. It generates R Markdown and HTML reports. It allows users to analyze data by uploading it, asking questions in natural language, and receiving results quickly.

How to use RTutor?

Upload data (CSV, TSV, Excel), ask questions in natural language, and RTutor generates R code and results. Explore data in the EDA tab, start with simple requests, and gradually add complexity. Use the Q&A box for code, result, or error message questions.

RTutor’s Core Features

Natural language to R code translation Automated R code execution and testing Data analysis and visualization R Markdown and HTML report generation

RTutor’s Use Cases

• Analyzing data using natural language queries
• Generating R code for data analysis tasks
• Creating interactive data visualizations
• Producing comprehensive EDA reports