RTutor
An AI-powered application that converts natural language commands into R code for comprehensive data analysis and visualization.
About RTutor
RTutor is an AI-driven platform that automatically generates and tests R code based on natural language inputs. Powered by OpenAI's Davinci model, it transforms user queries into executable R scripts within the Shiny framework. Users can produce detailed R Markdown and HTML reports, upload datasets, and receive quick insights. This tool simplifies data analysis, making it accessible through natural language interactions and comprehensive visualizations.
How to Use
Upload your dataset in CSV, TSV, or Excel format. Enter questions or commands in natural language, and RTutor will generate R code and display results. Use the Exploratory Data Analysis tab to explore your data, start with simple queries, and gradually add complexity. Use the Q&A box to request code snippets, results, or troubleshoot errors.
Features
- Automatic R code generation and validation
- Conversion of natural language prompts into R scripts
- Generation of detailed R Markdown and HTML reports
- Interactive data analysis and visualization tools
Use Cases
- Creating dynamic data visualizations
- Generating comprehensive exploratory data analysis reports
- Performing data analysis through natural language queries
- Automating R code for data processing tasks
Best For
Pros
- Simplifies data analysis with natural language commands
- Utilizes advanced GPT-4o AI model
- Produces detailed EDA reports
- Enables interactive visualizations
- Automates R code creation and execution
Cons
- Commercial usage requires licensing
- Requires data in standard statistical formats
- Dependent on OpenAI's AI models with certain limitations
- Generated code may occasionally contain errors