DataFrames are flexible but often clunky for complex queries, while SQL is powerful but usually requires a heavy external server. DuckDB solves this by letting you run full SQL analytics directly on your local Python variables. This deep dive explores how to integrate this 'SQLite for Analytics' into your workflow for faster, cleaner data processing.
Feb 7, 2025