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