RTutor

RTutor is an AI-driven data analysis tool that offers a natural language interface for interacting with your data. It has the capability to generate R and Python code for various statistical analyses and produce HTML reports.

Leveraging OpenAI's robust text-davinci-003 language model, it converts natural language into R and Python code. The tool is compatible with data files in formats such as CSV, TSV (tab-delimited text), and Excel.

It can automatically identify data types, transform numeric columns into factors, and create summary statistics and plots. Code generation for correlation, GGpairs, and other analyses is also supported. Furthermore, RTutor supports natural language processing in multiple languages, including Chinese, Ukrainian, Arabic, Hindi, Spanish, German, French, Luxembourgish, Vietnamese, Portuguese, Japanese, Italian, and Persian. It is capable of answering general questions without requiring column names, thanks to its ability to understand context.

RTutor is available as a prototype for testing and ongoing improvements. It is a personal endeavor by Steven Ge and is provided free of charge to academic and non-profit organizations.

Commercial applications beyond testing are prohibited.