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The conversion from XDF (eXtensible Data Format) to KP (Knowledge Platform) in 2021 is a significant change for data management and analysis. XDF, developed by National Instruments, is a flexible and efficient data format used for storing and managing measurement data. On the other hand, KP, also known as Knowledge Platform, is a more advanced data management system designed to provide a unified view of data from various sources.