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This repository conducts a sales analysis for Company XYZ, exploring the reasons behind declining sales and suggesting strategies for improvement. Analyzing 12 months of data, it uncovers the best sales month, top-selling city, optimal advertisement timing, frequently sold together products, and the best-selling item.