We utilize the product catalog and e-commerce customer interaction data from amazon.com for a period of latest 365 days after applying pre-filters on inventory availability, product type belonging to apparel and brands that have permission to be sold in the physical store which contains information on clicks, add-to-cart and glance views, and purchases of a fashion product. This data source is employed to compute the local and global exogenous signals, such as the co-purchase graph, etc., for the training dataset mentioned previously. Rewrite it formally and fix the grammatical errors: