RTutor: AI Code Assistant for Data Analysis
RTutor helps researchers and organizations perform data analysis without writing code manually. It is designed for teams that need to generate statistical summaries or data visualizations from spreadsheets.
At a glance
- Category
- Software Development
- Best for
- Non-profit organizations, Researchers, Data analysts without deep coding experience
- Pricing
- Free for non-profit organizations. Commercial use requires a license; pricing for business licenses was not clearly available from the provided evidence. Buyers should confirm current pricing on the vendor website.
- Key use cases
- Exploratory Data Analysis, Data Visualization, Statistical Summary Generation
- Official website
- rtutor.ai/
RTutor is a browser-based tool that uses large language models to convert plain English questions into executable R or Python code. Users upload datasets in common formats and receive analysis results, which can be downloaded as HTML reports.
It is designed for users who have data but may lack the technical coding skills to perform analysis. The tool supports exploratory data analysis, including the creation of plots and statistical summaries.
Buyers should confirm that the service is free for non-profit organizations, while commercial use requires a license and may involve custom local installation. Users are advised to validate the AI-generated code, as it may yield incorrect results.
Key Features
Translates plain English requests into R or Python code for data analysis.
Supports uploading data files in CSV, TSV, and Excel formats.
Generates exploratory data analysis reports, including statistical summaries and plots.
Uploaded data is stored temporarily and is deleted once the browser session ends.
Allows users to provide their own OpenAI API key to manage usage costs.
Use Cases
Generating initial summaries and distribution plots to understand a dataset.
Creating plots and charts by describing the desired visual in plain English.
Producing statistical tables and correlation summaries from uploaded files.
Best For
Pricing
Free for non-profit organizations. Commercial use requires a license; pricing for business licenses was not clearly available from the provided evidence. Buyers should confirm current pricing on the vendor website.
FAQ
No, the website and source code are free for non-profit organizations only. Commercial use requires a license and written consent.
RTutor supports the upload of CSV, TSV (tab-delimited), and Excel files.
Uploaded data is stored temporarily and is automatically deleted once the user's session ends or the browser is closed.
Yes, users can provide their own OpenAI API key in the settings to manage their requests.
Source category: Software Development
Source subcategory: AI Code Assistant
