AI-powered app that translates natural language into R code for data analysis.
What is RTutor?
RTutor is an artificial intelligence-based application that can generate and test R code. It relies on OpenAI's Davinci technology to translate natural language instructions into R scripts, which are then executed within the Shiny platform. RTutor also generates R Markdown and HTML reports, enabling users to quickly obtain analysis results by uploading data or submitting queries in natural language format.
How to use RTutor?
Upload data in formats such as CSV, TSV, or Excel. By posing questions in natural language, RTutor will generate corresponding R code and results for you. Explore the data within the EDA section, starting with simple queries and gradually increasing the complexity of your requests. You can also use the Q&A section to ask questions regarding the code, results, or any error messages that may appear.
The core features of RTutor
Conversion of natural language into R code
Automatically execute and test R code
Data analysis and visualization
Generate R Markdown and HTML reports.