RTutor - Simplify data analysis with AI help

RTutor operates by utilizing advanced natural language processing algorithms to interpret user queries and convert them into R or Python code. When a user uploads data, RTutor automatically loads it into R as a data frame and checks the data types of the columns. Based on the user's requests, RTutor generates the corresponding code to perform the required analysis. The system also allows users to refine their queries and adjust parameters on the fly, enabling an interactive data exploration experience. Users can request visualizations, statistical tests, and more, all generated on-demand. The integration of AI technology ensures that the code produced is optimized for efficiency, and users can download their results as comprehensive HTML reports. Throughout the process, RTutor maintains user confidentiality by deleting uploaded data after the session ends, ensuring a secure environment for data analysis.

To start using RTutor, simply upload your dataset in a supported format like CSV or Excel. Once your data is loaded, you can ask questions in plain English about your data. For example, you might ask, 'What is the distribution of my data?' or 'Can you generate a correlation matrix?' RTutor will then generate the appropriate R or Python code and execute it, providing you with the results and visualizations in a matter of moments. You can refine your queries as needed and download your analysis results as an HTML report.

In summary, RTutor is an innovative platform that leverages the power of OpenAI's large language models to simplify data analysis through natural language processing. It transforms requests into R or Python code, making statistical analysis accessible to users of all skill levels. Whether you're a beginner or an advanced user, RTutor can streamline your exploratory data analysis and help you generate insightful reports quickly and efficiently.