Automated Report Generator (Notebook → PDF)

Prompt

Design a Jupyter notebook that automatically generates a formatted report from data.

Report title: [REPORT NAME]
Report recipient: [WHO RECEIVES THIS REPORT]
Frequency: [DAILY / WEEKLY / MONTHLY]
Data source: [FILE NAME OR DATABASE TABLE]
Key metrics to include: [LIST 4-6 METRICS OR SECTIONS]

The notebook should:
1. Load and process the data
2. Compute all metrics
3. Generate charts (one per key metric)
4. Use a Jinja2 HTML template to assemble a report with:
   - Header with logo placeholder, report date, and recipient
   - Executive summary section (auto-generated from metrics)
   - One section per metric with chart + 2-sentence interpretation
   - Footer with data source and generated timestamp
5. Export as HTML (and optionally PDF via weasyprint)
6. Include a final cell that emails the report (stub code using smtplib)

Output all code with clear section headers and comments.