RTutor ai

• Upload datasets (CSV, TSV, Excel) and automatically load as data frame.
• Ask questions or commands in plain natural language (English, etc).
• Generate executable R (and optionally Python) code based on your prompt.
• Produce visualizations (histograms, scatter plots, box plots, etc) automatically.
• Perform exploratory data analysis (EDA) summaries, correlations, distributions.
• Download or export reports (R Markdown, HTML) capturing code, output and visuals.
• Iterative/interactive session context: follow-up prompts build on earlier results.
• Option to use your own API key (e.g., OpenAI) for model access.
• Customisable for commercial/licensed deployment/self-hosting.
• Data privacy: uploaded data not permanently stored; session data cleared.

RTutor.ai is an intelligent, AI-driven data analysis platform designed to democratize the process of converting raw datasets into actionable insights without requiring extensive programming expertise. At its core, the tool allows users to upload data files—such as CSV, TSV or Excel—and instantly begin interacting with the data using natural language prompts. Rather than manually writing R (or Python) code, scientists, analysts or students simply ask questions like “show me the histogram of variable X” or “run a linear regression of Y on X and Z,” and the system generates the corresponding code, executes it, and returns the results including visualisations and summary tables.

The platform retains conversational context so that subsequent instructions build on previous chunks of work (for example refining a plot, changing colours or adjusting variables). Users can export the full workflow or results as R Markdown or HTML reports, enabling reproducibility and sharing. RTutor.ai is particularly suited for exploratory data analysis (EDA), model prototyping and educational use—its simplicity accelerates time from data to insight. The system also supports customization through licensing for commercial use and self-hosting. Importantly, it emphasises data privacy: uploaded files are not stored beyond the session and the user may plug in their own API key if desired.

Thanks to its natural-language interface and automated code generation, RTutor.ai serves as a bridge between non-coding users and technical data science workflows. Researchers, educators, analysts and students all benefit from the ability to ask questions of their data in plain English and immediately receive executable code and visuals behind the scenes. Because it frees users from the tedium of syntax and boilerplate, the tool places focus on interpretation, insight and decision-making. For organisations with commercial needs, the availability of licensing and self-deployment options makes RTutor.ai a scalable solution for turning data into value.