BA Toys, Inc., headquartered in Harrisburg Pennsylvania, operates 20 retail toy stores from Maryland to Maine. The headquarters location also serves as the location for the online store.  Sales are approximately 450 million dollars and costs of goods sold are approximately 300 million dollars. The total number of combined records in the dataset is approximately 5 million, representing sales transactions (4 million records), purchase transactions (800 thousand records) and inventory (75 thousand records).