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In the context of a Lakehouse architecture, data transformations play a critical role when promoting data from the bronze to the silver layer. These transformations are essential for preparing the data for analytical processing. Considering factors such as data quality, consistency, and performance, which of the following best describes the primary purpose of these transformations? Choose the best option from the four provided.