RTutor

RTutor: AI-Powered Data Analysis Tool

RTutor is an innovative AI-based application that revolutionizes the process of generating and testing R code. By harnessing the power of API calls to OpenAI's Davinci, ChatGPT's sibling, this tool seamlessly translates natural language queries into R scripts, which can be executed within the Shiny platform.

Key Features

• Natural language interface: Interact with data using common language, making the analysis process more intuitive and user-friendly.
• R and Python code generation: Effortlessly translate natural language queries into R and Python code, saving time and effort in writing complex scripts.
• Wide range of supported formats: RTutor seamlessly handles CSV, TSV, and Excel files, ensuring compatibility with various data sources.
• Automatic data type detection: With its advanced algorithms, RTutor identifies and converts numeric columns to factors, streamlining data manipulation.
• Multilingual support: Enjoy the benefits of natural language processing in dozens of languages, making data analysis accessible to a global audience.

Use Cases

• Generate R scripts for statistical analyses: RTutor simplifies the process of creating R scripts for various statistical analyses, allowing users to perform complex data analysis effortlessly.
• Produce HTML reports: Showcase your data and findings with visually appealing HTML reports, enhancing the presentation and communication of your analysis.
• Translate natural language queries into R and Python code: RTutor's intelligent translation capabilities enable efficient data analysis by automatically converting natural language queries into executable R and Python code.
• Handle diverse data formats and languages: Utilize RTutor's versatile data processing capabilities to seamlessly work with different data formats and languages, ensuring compatibility and flexibility.

Experience the seamless code generation and testing for data analysis with RTutor's AI-powered capabilities and intuitive natural language interface. Unlock the power of AI to simplify and enhance your data analysis workflow.