This dataset includes historical sales data of 45 stores in different regions from February 5, 2010 to November 1, 2012, as well as the store number, type and size. It covers four major promotional periods throughout the year, including Super Bowl, Labor Day, Thanksgiving and Christmas. Users can use this dataset to model retail data, predict future sales and understand the impact of strategic decisions on profits and losses.