Year-over-Year Comparison View

Add a comparison mode that overlays current performance against the same period last year. Account for differences in calendar alignment (e.g., Black Friday shifting dates) with intelligent date matching.

Seasonality makes month-over-month comparisons misleading. YoY context is essential for understanding true growth and setting realistic targets.