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Testing Developer Code Generation

Overview

RTutor is an AI-based app that rapidly generates and tests R code, utilizing API calls to OpenAI's Davinci, ChatGPT's sibling. It translates natural language queries into R scripts, which are then executed within the Shiny platform.

Key Features:

  • Natural language interface: Interact with data using common language.
  • R and Python code generation: Automatically translate natural language queries into R and Python code.
  • Wide range of supported formats: CSV, TSV, and Excel files are all compatible.
  • Automatic data type detection: RTutor identifies and converts numeric columns to factors.
  • Multilingual support: Natural language processing available in dozens of languages.

Use Cases:

  • Generate R scripts for various statistical analyses with ease.
  • Produce HTML reports to showcase your data and findings.
  • Translate natural language queries into R and Python code for efficient data analysis.
  • Handle diverse data formats and languages for versatile data processing.

Benefits:

  • Efficient data analysis through natural language interface.
  • Seamless code generation for statistical analyses.
  • Versatile data processing with support for multiple languages and formats.

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