Creating Data Visualization Dashboards with Claude 3.5 Sonnet Artifacts | Alpha | PandaiTech

Creating Data Visualization Dashboards with Claude 3.5 Sonnet Artifacts

Learn how to build interactive dashboards from text data using simple prompts, and refine the results with follow-up techniques for more comprehensive visualizations.

Learning Timeline
Key Insights

Claude Animation Advantages vs GPT-4o

Through the Artifacts feature, Claude 3.5 Sonnet is capable of producing data visualizations as interactive animations. This is a functionality that 'Code Interpreter' or the 'Data Analysis tool' in GPT-4o cannot perform at this time.

The Power of Simple Iteration Prompts

The prompt 'Make it better' is highly effective in Claude because the AI independently assesses current UI/UX weaknesses and adds essential elements like summary stats or a more professional layout without requiring lengthy technical instructions.

Using Mock Data

If you don't provide specific data, Claude will automatically generate 'mock data' so that the dashboard functions immediately as a prototype before you connect it to a real API.
Prompts

Initial Dashboard Creation

Target: Claude 3.5 Sonnet
Act as a data visualization expert. Create a real-time dashboard to effectively represent the spread of a disease over time across various countries.

Automatic Improvement Iteration

Target: Claude 3.5 Sonnet
Make it better
Step by Step

Building Interactive Data Dashboards with Claude Artifacts

  1. Log in to your Claude.ai account and ensure the 'Claude 3.5 Sonnet' model is selected.
  2. Enter a prompt into the chat box asking Claude to act as a data visualization expert (refer to the Prompt Card below).
  3. Press Enter and wait for Claude to generate the code and display the 'Artifacts' window on the right side of the screen.
  4. Click on the 'Preview' tab within the Artifacts window to view your completed interactive dashboard.
  5. Use interactive elements like the country dropdown or simulation buttons to see real-time data changes.
  6. To improve the result, type the follow-up prompt 'Make it better' in the chat box.
  7. Claude will automatically analyze the context of the existing visualization and generate a more information-rich version of the dashboard with additional summary stats at the top.

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