Presentation Storyteller
Data science results are only as impactful as they are understood. This skill focuses on turning a technical notebook into a "data story" for stakeholders.
The "Data Story" Framework
- The Hook: Start with the business question or problem.
- The Context: Briefly explain the data source and its limitations.
- The Discovery: Show the key insight (visual first, text second).
- The "So What?": Explain the impact of this discovery.
- The Recommendation: Conclude with clear action items.
Notebook Presentation Tactics
- Markdown-to-Code Ratio: Aim for a 2:1 ratio of narrative text to code cells in the final presentation.
- Visual Hierarchy: Big, bold titles for charts. Use color sparingly to highlight the one thing you want them to notice.