RTutor is an innovative AI-powered app that bridges the gap between natural language and data analysis using R. Developed by Dr. Steven Ge, RTutor leverages OpenAI's potent language models to translate plain English into executable R code, enabling users to analyze datasets effortlessly. Simply upload your data file (CSV, TSV, or Excel), ask questions in natural language, and receive R-generated analyses in minutes. Download the results as an HTML report, making data analysis accessible even to those with limited R experience.
Interact with your data using natural language, just like asking a real person. RTutor transforms your questions into R code for seamless analysis.
RTutor's AI system generates R code based on your prompts, automating the analysis process. Use the generated code as a starting point for refinement.
Download your results as an HTML report, providing a structured summary of your data analysis, making record-keeping and reproducibility easy.
Your data is treated with privacy in mind. Only column names, not the data itself, are sent to OpenAI for code generation. Your data is not stored on the server.
For businesses, RTutor can be customized and locally installed to gain insights from various data sources, including files, SQL databases, or APIs.
RTutor is an AI-based app that translates natural language into R code for data analysis. It enables users to interact with their data effortlessly.
Your natural language requests are sent to OpenAI, which returns generated R code. This code is executed in a Shiny environment, producing results or error messages.
No, only column names are sent as prompts. Your data is not stored on the server after the session.
Primarily for those with some R experience, helping them learn and become more productive. RTutor accelerates the coding process, providing draft code for testing.
As a demo only. RTutor is freely available for non-profit organizations, distributed under the CC NC 3.0 license.
Yes, download the R package and install it locally. Obtain an API key from OpenAI for usage.
Not directly. Efforts are made to pre-install the top 5000 most frequently used R packages on the server.
No, but it can enhance their efficiency.
