Comparability is one of the key concepts in BI Analytics for Retailers. If certain shops are new, closing down, being remodeled or closed due to whatever reason they cannot be compared the same way as the shops that are performing in a “business as usual” mode. In business planning and forecasting it makes sense to use history only for comparable stores. In other words, comparable stores can refer to a retail company's same-store sales compared to the previous year, and is used by analysts to make apples-to-apples comparisons from year to year. Even though this sounds like a relatively easy task from a technical point of view architects may face a number of challenges when implementing a per
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