RTutor

RTutor is an AI-powered data analysis assistant designed to help users explore and understand data without writing code. Accessible via a web interface, it allows you to upload datasets and ask questions in natural language, then automatically generates the corresponding R code, executes it, and returns visualizations, tables, and interpretations. The tool is particularly useful for non-programmers, analysts, and researchers who want to perform statistical analysis, exploratory data analysis, or build basic models without learning R syntax.

RTutor can create plots, summarize variables, run regressions, and walk users through the analytical steps taken, making it educational as well as practical. It supports interactive refinement: users can ask follow-up questions, adjust parameters, or request alternative visualizations. By combining a conversational interface with an R execution backend, RTutor bridges the gap between domain experts and technical data workflows, speeding up insight generation and reducing reliance on dedicated data scientists for routine analytical tasks.