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Quickly generate & test R code, powered by OpenAI's Davinci & Shiny.

May 23, 2023

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It is an AI-based app that leverages the power of OpenAI’s Davinci and ChatGPT to rapidly generate and test R code.


  1. Natural language interface: It enables users to interact with data using everyday language, eliminating the need for complex programming syntax.
  2. R and Python code generation: The app automatically translates natural language queries into R and Python code, providing flexibility for users who prefer Python for their data analysis tasks.
  3. Wide range of supported formats: RTutor supports various data formats, including CSV, TSV, and Excel files, ensuring compatibility with different data sources.
  4. Automatic data type detection: The app intelligently identifies numeric columns and converts them into factors, streamlining data processing and analysis.

Use Cases:

  1. Generating R scripts for statistical analyses: RTutor simplifies the process of creating R scripts for various statistical analyses, allowing users to focus on data insights rather than coding intricacies.
  2. Producing HTML reports: The app enables users to generate HTML reports to showcase their data, findings, and visualizations, facilitating effective communication of results.
  3. Translating natural language queries into R: With AI, users can effortlessly convert their natural language queries into executable R and Python code, enabling efficient data analysis and manipulation.
  4. Handling diverse data formats: AI compatibility with different data formats and multilingual support makes it a versatile tool for processing and analyzing data from various sources.


RTutor harnesses the power of AI and natural language processing to simplify code generation and testing for data analysis tasks. With its natural language interface, support for R and Python code generation, compatibility with different data formats, and multilingual capabilities.

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