RTutor

Paragraph 1: RTutor is an AI-based tool for data analysis that provides a natural language interface for users to interact with their data. It is built on OpenAI’s powerful text-davinci-003 language model and can translate natural language into R and Python code. It supports data files in CSV, TSV/tab-delimited text files, and Excel formats as well as detect data types automatically, convert numeric columns to factors, and generate descriptive summaries and plots.

Paragraph 2: RTutor also supports natural language processing in dozens of human languages including Chinese, Ukrainian, Arabic, Hindi, Spanish, German, French, Luxembourgish etc. It can be used to answer generic questions without mentioning column names as it can detect and understand context. Currently it is released as a prototype for testing and improvement only available for academic or non-profit organizations use.

Paragraph 3: RTutor is a personal project of Steven Ge and commercial use beyond testing is not allowed. However this tool may be great potential for further development or commercialisation with its ability to translate natural languages into R/Python code as well as providing descriptive summaries.