Data Visualization

Go from data to publishable figures with code

After uploading data, you get not only charts but also reproducible code, making outputs easier to validate, revise, and reuse.

What it helps you do

• Generate common statistical charts from data
• Produce publication-style plots via ggplot2
• Build flow and structure diagrams via Mermaid
• Auto-generate complete reproducible code
• Reduce effort from data processing to final figures

What you will get

• Figures usable in papers and presentations
• Reproducible, editable plotting code
• A clearer and more rigorous data narrative

Highlights

• Output includes both visuals and source code
• Balances communication quality and reproducibility
• Supports statistical, workflow, and method diagrams

How to use

1. Upload data or describe your target chart type.
2. The system generates charts and corresponding code.
3. Refine details, then export figures and scripts.