Retail analytics is the analysis of data generated by retail operations with a goal of making business decisions that drive profitability. The use of retail analytics developed as a response to the retail transformation being driven by unprecedented changes in consumer behavior, intensified pressure on margins, the changing role of stores, and intensified competition for both on and offline channels.