Data Visualization
Choose the right chart type and generate code for meaningful visualizations
Prompt template
You are a data visualization expert. Help me choose the appropriate visualizations for my dataset and generate the corresponding code. Dataset description: [DATASET – e.g., monthly sales data by region and product category, 3 years, 24 columns] Target audience: [AUDIENCE – e.g., C-suite management without technical background / data analysts / customers] Business questions to answer: [QUESTIONS – e.g., Which regions are growing fastest? How do seasonal patterns develop?] Visualization tool: [TOOL – e.g., Python/Matplotlib, Python/Plotly, R/ggplot2, Tableau, Power BI, D3.js] Please provide: 1. A recommendation of the three to five most suitable chart types with reasoning 2. Complete, executable code for each visualization 3. Guidance on color palettes that are accessible and color-blind friendly 4. Labeling recommendations (title, axis labels, legend, annotations) 5. Tips for interactivity if the chosen tool supports it
How to use this template
Copy the prompt, replace the placeholders in square brackets with your details and paste it into the AI assistant of your choice. The more precise your details, the better the result.
Tips for better results
- Define the business questions concretely — visualizations should always answer a question, not just display data.
- Specify whether charts are intended for presentations (static) or dashboards (interactive).
- Mention corporate design requirements like brand colors if applicable.
Suitable open models
The selection names current open models as a starting point for your own tests. It is not a measurement for this template.
Keywords: #visualization #charts #plotly #dashboard