RTutor

RTutor is an advanced AI-based application designed to significantly enhance the data analysis process, particularly for users working with R and Python. It leverages API calls to OpenAI’s Davinci, a sibling of ChatGPT, to translate natural language queries into executable R scripts within the Shiny platform, a web application framework for R. This innovative app features a natural language interface, allowing users to interact with data using common language, making data analysis more accessible and intuitive. RTutor excels in code generation, automatically translating natural language queries into R and Python code. It supports a wide range of data formats, including CSV, TSV, and Excel files, and automatically detects and converts numeric columns to factors, which is a crucial aspect of data preparation. Additionally, RTutor offers multilingual support, making it a versatile tool for a global user base. The use cases for RTutor include generating R scripts for various statistical analyses, producing HTML reports to showcase data and findings, translating natural language queries into R and Python code for efficient data analysis, and handling diverse data formats and languages for versatile data processing. This makes RTutor an invaluable tool for anyone engaged in data analysis, from beginners to experienced data scientists.