Jupyter Notebook Analysis Patterns

Expert knowledge for creating comprehensive, statistically rigorous Jupyter notebook analyses.

When to Use This Skill

• Creating multi-cell Jupyter notebooks for data analysis
• Adding correlation analyses with statistical testing
• Implementing outlier removal strategies
• Building series of related visualizations (10+ figures)
• Analyzing large datasets with multiple characteristics
• Building data update/enrichment notebooks with multi-source merging
• Generating figures for sharing with Claude or other AI tools

Important: Image Size Constraints

When generating images to share with Claude, images must not exceed 8000 pixels in either dimension. Add this helper to your notebook imports: