Week 7: Data Analysis#
Status: Draft scaffold.
Use this week for statistical, geospatial, network, and database-backed analysis.
Topics#
- Correlation and regression
- Forecasting
- Outlier detection
- SQL and DuckDB analysis
- Geospatial analysis
- Network analysis
- AI-assisted analysis
Learning Goals#
- Select analysis methods that match the question and data.
- Use spreadsheets, Python, SQL, and DuckDB for analysis workflows.
- Interpret results with attention to uncertainty and assumptions.
- Prepare analysis outputs for communication and review.
Content Checklist#
- Final lesson sequence
- Analysis examples
- Practice datasets
- Assessment link