AI TOOL PROFILE
RTutor: AI Code Assistant for Data Analysis
- Software Development
- AI Code Assistant
- 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.
At a glance
- Best for
- Non-profit organizations, Researchers, Data analysts without deep coding experience
- Key use cases
- Exploratory Data Analysis, Data Visualization, Statistical Summary Generation
- Official website
- Visit RTutor official website
How AI is used
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
Natural Language Translation
Translates plain English requests into R or Python code for data analysis.
Multi-Format File Upload
Supports uploading data files in CSV, TSV, and Excel formats.
EDA Report Generation
Generates exploratory data analysis reports, including statistical summaries and plots.
Session-Based Data Privacy
Uploaded data is stored temporarily and is deleted once the browser session ends.
Custom API Key Support
Allows users to provide their own OpenAI API key to manage usage costs.
Use Cases
Exploratory Data Analysis
Generating initial summaries and distribution plots to understand a dataset.
Data Visualization
Creating plots and charts by describing the desired visual in plain English.
Statistical Summary Generation
Producing statistical tables and correlation summaries from uploaded files.
FAQ
Is RTutor free for businesses?
- No, the website and source code are free for non-profit organizations only. Commercial use requires a license and written consent.
What data formats does RTutor support?
- RTutor supports the upload of CSV, TSV (tab-delimited), and Excel files.
How is data privacy handled in RTutor?
- Uploaded data is stored temporarily and is automatically deleted once the user's session ends or the browser is closed.
Can I use my own API key with RTutor?
- 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
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