RTutor for Web Apps

RTutor is an AI-driven web application tailored for data analysis, enabling users to interact with data through a natural language interface. It generates R and Python code for a variety of statistical analyses and can create HTML reports. The tool supports data files in formats such as CSV, TSV, and Excel, automatically detecting data types and converting numeric columns to factors. Users can obtain descriptive summaries and visualizations, including correlation assessments and GGpairs analysis, making it versatile for data exploration.

One of RTutor's key features is its ability to translate natural language queries into executable code, making it accessible for users without extensive programming knowledge. The application supports multiple languages for natural language processing, enhancing its usability. However, it is important to note that RTutor is currently in the prototype phase, which limits its commercial viability and presents challenges in processing large datasets and ensuring code precision.