Notebook Example: Model Diagnostics

This draft represents the shape of a notebook converted into a publishable post.

When converting a real notebook, keep the narrative useful outside the notebook environment: introduce the question, explain the data, show the most important code and outputs, and finish with the decision or takeaway.

Suggested structure

• Research question.
• Dataset and assumptions.
• Cleaning and feature engineering.
• Model or statistical method.
• Diagnostics and interpretation.
• Limitations and next steps.

Generated notebook assets should live under public/notebooks/<slug>/ and be referenced with absolute paths such as /notebooks/model-diagnostics/chart.png.