Cleaning data is often the primary job of the data scientist, and not necessarily the one they signed up for. While getting the "words" right with computers is important, it is not fraught with the nuance that getting words right with humans is. Across disciplines the same word can have entirely different meanings and this miscommunication is only one aspect of team building that can go awry.
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