RTutor
Quickly generate & test R code, powered by OpenAI's Davinci & Shiny.
December 30th, 2024
About RTutor
RTutor is an application that utilizes artificial intelligence to quickly create and evaluate R code. It achieves this by making API calls to OpenAI's Davinci, which is ChatGPT's counterpart. The app converts natural language queries into R scripts, which are then executed on the Shiny platform.
Key Features
- Natural language interface: Allows users to interact with data using common language.
- R and Python code generation: Automatically translates natural language queries into R and Python code.
- Wide range of supported formats: Compatible with CSV, TSV, and Excel files.
- Automatic data type detection: RTutor identifies and converts numeric columns to factors.
- Multilingual support: Natural language processing available in dozens of languages.
Use Cases
- Effortlessly create R scripts for different statistical analyses.
- Showcase data and findings through HTML reports.
- Efficiently analyze data by translating natural language queries into R and Python code.
- Versatile data processing with the ability to handle diverse data formats and languages.
- Seamless code generation and testing for data analysis with RTutor's AI-powered capabilities and natural language interface.
Other Features
- Open Source
- No Signup Required
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