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How do you go about spotting and stopping potential data inaccuracies? Provide an example of a learning moment from a data error.

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Interview question asked to Data Science Managers and Data Engineering Managers interviewing at Accenture, Deloitte, Amazon and others: How do you go about spotting and stopping potential data inaccuracies? Provide an example of a learning moment from a data error..