Develop an interactive dashboard for our superstore, facilitating analysis of sales metrics, profitability, and product category performance across geographical regions. The dashboard should include visuals depicting top-selling states, profit margins, and sales trends over time intervals, enabling efficient inventory management and data-driven marketing strategies.