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This video is part of the Google Data Analytics certificate, offering job-ready skills to succeed in data analytics. Enroll on Coursera for practice exercises, quizzes, and job search help to earn an official certificate. IBM estimates that poor data quality costs $3.1 trillion annually in the US alone, with human error being the primary cause. An example from a law office illustrates the impact of dirty data on customer information and transactions.