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I examined Q1 2023 customer order data across multiple regions and product categories. The analysis emphasizes: - Systematic data quality assessment and cleaning - Accurate joins and aggregations - Clear visualization of regional performance, product mix, and temporal trends - Evidence-based insights to support business decisions