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Multi-sheet Excel analysis orchestrates reading, cleaning, aggregating, and visualizing data across workbook sheets end-to-end. It coordinates modular sub-skills to process each sheet dynamically and compute cross-sheet statistics.

Large Excel files are handled using optional Parquet acceleration for data loading. This optimization prevents memory constraints by converting and processing heavy workbook sheets efficiently through modular workflow steps.

Cross-sheet Excel aggregations can be visualized to generate downloadable reports and charts. The workflow summarizes key metrics across multiple sheets, producing outputs suitable for dashboards and stakeholder updates.

The best way to clean and aggregate multi-sheet workbooks is an end-to-end workflow that dynamically loads sheets, applies data cleaning, computes KPIs, and produces a consolidated report with visualizations.

The Excel workflow provides robust handling of sheet variability across different workbooks. It dynamically reads and filters data regardless of structural differences, applying modular sub-skills to adapt to each sheet.