RTutor

RTutor is an AI-powered tool designed for data analysis. It offers users a natural language interface to interact with their data. This tool can generate R and Python code for various statistical analyses and produce reports in HTML format. It utilizes OpenAI's text-davinci-003 language model to translate natural language into R and Python code. RTutor supports data files in CSV, TSV/tab-delimited text files, and Excel formats. It can automatically detect data types, convert numeric columns to factors, and generate descriptive summaries and plots. Additionally, it can generate code for correlation, GGpairs, and other analyses. RTutor also supports natural language processing in multiple human languages, including Chinese, Ukrainian, Arabic, Hindi, Spanish, German, French, Luxembourgish, Vietnamese, Portuguese, Japanese, Italian, Persian, and more. It can even answer general questions without explicitly mentioning column names, as it can understand and interpret context. RTutor is currently in its prototype stage, intended for testing and improvement purposes. It is a personal project developed by Steven Ge and is freely available for academic and non-profit organizations. However, commercial use beyond testing is not permitted.