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  • Single-source transformations, with results rendered without modification to the original source data
  • General cleaning and transformation operations on numerical and textual data of varying and custom data types
  • Structural transformations for managing nested data like JSON and XML
  • Multi-dataset transformations such as lookups, joins, and unions
  • Transformation of data to metadata, such as pivot and unpivot operations
  • text selection patterns, including regular expressions, as a macro-type set of references. See Text Matching.