For Marketing analytics specifically, so much of clean data is reliant upon proper marketing channel categorization. A user should be able to see how their channels are currently being classified (ie. what source_mediums, campaigns, and landing pages) are being passed into which marketing channels and vendors AND be able to reclassify those values if needed.
