What is RTutor?
It is an AI-powered web application that enables users to analyze data by generating R and Python code from natural language prompts. Developed by Steven Ge and maintained by Orditus LLC, it simplifies data exploration and statistical analysis for users with minimal coding experience. Supporting CSV, TSV, and Excel files, RTutor leverages OpenAI’s GPT-4 Turbo to produce interactive visualizations and downloadable HTML reports, making it ideal for students, researchers, and analysts.
RTutor Features:
Natural language interface for data queries in multiple languages
Generates and executes R and Python code for statistical analysis
Supports CSV, TSV, and Excel file uploads with automatic data type detection
Produces interactive visualizations using tools like Plotly and CanvasXpress
Creates downloadable HTML reports and R Markdown files for reproducibility
Voice input via HeyShiny and secure HTTPS data transmission
RTutor Benefits:
Simplifies data analysis for non-coders with conversational AI
Saves time by automating code generation and visualization
Enhances learning by providing draft code for R and Python practice
Ensures data privacy with session-based storage and opt-out settings
Supports multilingual users, broadening accessibility
Free for academic and non-profit use, with commercial licensing options
Use Cases:
Students analyzing datasets for coursework without coding expertise
Researchers conducting exploratory data analysis and model development
Data analysts generating quick visualizations for reports
Educators demonstrating statistical concepts in classrooms
Presenters creating data-driven visuals for presentations
Developers refining AI-generated code for custom projects