RTutor

RTutor is a robust application that utilizes artificial intelligence to rapidly create and evaluate R code. Its strength lies in employing API calls to OpenAI’s Davinci, providing coders with an exceptional coding resource.

About RTutor

RTutor is a web-based tool that uses AI models from OpenAI to convert natural language requests into R (or Python) code for data analysis. Users can upload datasets in formats like CSV, TSV, or Excel and interact with the tool in plain English to perform exploratory data analysis, generate plots, and create reports. The platform is designed for both beginners and experienced users seeking to automate or simplify statistical analysis. RTutor is free for non-profit organizations, while commercial use requires a license. The tool emphasizes privacy by not storing uploaded data after sessions end.

Best for: data analysts, statisticians, R users, educators, researchers

Key features

Translates natural language prompts into R or Python code for data analysis
Supports uploading and analyzing datasets in CSV, TSV, and Excel formats
Provides exploratory data analysis and generates HTML reports
Allows users to ask questions about code, results, or errors via a Q&A box
Offers code refinement by referencing previous code chunks in the session

Use cases

Generating R code for statistical analysis from plain English instructions
Performing exploratory data analysis and creating summary reports
Cleaning and preparing uploaded datasets for analysis
Customizing plots and analyses by iteratively refining prompts

Pros

Free for non-profit organizations
Does not store uploaded data after session ends
Source code available on GitHub

Limitations

Commercial use requires a paid license
Can only analyze traditional statistics data (rows as observations, columns as variables)
Generated code may require further validation

Screenshots

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