RTutor: Your AI-Powered Data Analysis Assistant

RTutor is an innovative AI-based tool designed to simplify data analysis using natural language. Built on OpenAI's powerful text-davinci-003 model, it bridges the gap between human understanding and complex statistical coding. It translates your natural language requests into executable R and Python code, eliminating the need for extensive programming knowledge.

Features

• Natural Language Interface: Interact with your data using plain English or one of dozens of supported languages (including Chinese, Spanish, French, and many more).
• Code Generation: Automatically generates R and Python code for various statistical analyses, including correlation, GGpairs, and descriptive summaries.
• Data Import & Handling: Supports CSV, TSV, and Excel data formats, automatically detects data types, and converts numeric columns to factors as needed.
• Report Generation: Creates HTML reports to easily visualize and share your findings.
• Multilingual Support: Offers natural language processing capabilities in numerous languages.
• Contextual Understanding: Answers questions without explicit column name mentions, understanding context within your data.

Benefits

• Increased Efficiency: Accelerates data analysis workflow by eliminating manual coding.
• Accessibility: Empowers users with limited programming experience to conduct sophisticated analyses.
• Multilingual Capabilities: Makes data analysis accessible to a global audience.
• Reduced Errors: Minimizes coding errors associated with manual data manipulation and analysis.

Use Cases

• Academic Research: Ideal for researchers needing to analyze large datasets quickly and efficiently.
• Non-profit Organizations: Provides a powerful tool for data-driven decision-making without the cost of commercial software.

RTutor, currently available as a prototype for academic and non-profit use, is a powerful tool that democratizes data analysis through the power of AI.