RTutor
RTutor is an AI-powered app that translates natural language queries into executable R code for data analysis, visualization, and report generation.
Disclaimer: Visionary Hub is not affiliated with, endorsed by, or the operator of this tool. All trademarks, logos, and content are the property of their respective owners. Full disclaimer available here
Key Features
R Code Generation
Converts natural language queries into executable R scripts.
Data Visualization
Generates plots and charts for numerical data analysis.
Report Creation
Produces R Markdown and HTML reports summarizing analyses.
Data Upload
Supports CSV, TSV, and Excel file uploads for analysis.
Get Started
Share & Save
Share on Social Media
Why Choose RTutor
Natural Language:
Translate plain English queries into R code for easy data analysis.Automated Execution:
Runs and tests generated R scripts automatically within the platform.Free for Nonprofits:
Available at no cost for non-profit use under an open-source license.
Pricing
RTutor is free for non-profit use under the CC BY-NC 3.0 license. Commercial licensing is required for business use; contact the developer for pricing details.
About RTutor
RTutor is an AI-powered app that translates natural language queries into executable R code for data analysis, visualization, and report generation.
What RTutor Does
RTutor allows users to upload datasets in CSV, TSV, or Excel formats and interact with their data using natural language commands. It translates these commands into executable R code, automating data analysis and visualization tasks.
The tool features automated R code generation, execution, and testing within the Shiny environment. It produces numerical plots, exploratory data analysis reports, and comprehensive HTML outputs. RTutor also supports data cleaning and offers voice recognition capabilities to enhance user interaction.
RTutor is suitable for industries and fields involving statistical analysis, including academia, research, business intelligence, and nonprofit organizations, facilitating quick insights without requiring advanced programming skills.
Pros & Cons
User-Friendly
Enables data analysis without requiring R programming knowledge.
Open Source
Source code available for non-commercial use on GitHub.
Limited Commercial Use
Requires licensing for commercial applications.
Statistical Data Only
Supports only traditional tabular data, not complex data types.
Frequently Asked Questions
RTutor can analyze CSV, TSV/tab-delimited text files, and Excel files.
No, data is deleted after the session; only column names and types are sent to improve the AI model.
RTutor is free for non-profit use; commercial use requires a license.
RTutor uses the GPT-4o model by default for code generation.
Prepare and clean your data in Excel, name columns clearly, and provide context for better code generation.
Similar Tools You Might Like
Discover more AI-powered tools that complement your workflow
List Your AI Tool & Reach Thousands of Users
Join 500+ AI innovators already thriving on our platform. Get visibility, feedback, and boost your conversions.
Expand Your Audience
Connect with over 50,000 AI enthusiasts actively looking for tools like yours.
Boost Your Authority
Get verified reviews and ratings to build credibility in the AI marketplace.
Drive Conversions
Our premium placements and targeted audience deliver quality leads and sign-ups.