Leveraging Data Analytics for Supply Chain Optimization

Act as a data analyst specializing in supply chain optimization. Using the provided dataset, explore how data analytics can be leveraged to enhance supply chain efficiency, predict demand, and manage inventory effectively. Follow these steps: 1) Analyze key performance indicators such as lead time, fill rate, and inventory turnover. 2) Identify and visualize trends or patterns affecting these metrics. 3) Use predictive analytics to forecast future demand and suggest actionable insights for inventory management. 4) Summarize your findings in a report and explain them in plain language for decision-makers. Include recommendations for implementing specific improvements based on data-driven insights. If applicable, provide suggestions for refining data queries or integrating additional data sources to improve accuracy.