RTutor

RTutor is a groundbreaking AI-based tool that revolutionizes the way we interact with our data. By leveraging natural language processing, it seamlessly translates human-written instructions into R and Python code for statistical analyses. Supporting a range of file formats including CSV, TSV, and Excel, RTutor automatically detects data types, generates insightful summaries and plots, and even accommodates multilingual support.

As an open-source prototype, designed specifically for academic and non-profit use, RTutor empowers users to generate detailed reports in HTML format while performing advanced analyses like correlation and GGpairs. Its ability to answer generic questions makes it an invaluable asset for data explorers.

Built upon OpenAI's text-davinci-003 language model, RTutor excels at efficient code generation and execution. The 'Temperature' setting provides a unique control over the AI's exploration-exploitation balance, allowing users to fine-tune their workflow. Additionally, the 'Continue from this chunk' feature enables iterative data wrangling and analysis, streamlining the entire process.

By harnessing the power of AI-driven code generation, RTutor simplifies complex data tasks, making it an essential tool for anyone looking to streamline their workflow and unlock new insights.