As a data analyst for a retail company, conduct a predictive analysis to forecast sales for the upcoming quarter. Use historical sales data, market trends, and statistical modeling techniques to generate your predictions. Present your findings in a detailed report that includes visualizations, insights, and recommendations for inventory management. The report should be formatted for executive review, with clear explanations of the methodologies used.
