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This video is part of the Google Data Analytics certificate, offering job-ready skills for a career in data analytics. Access practice exercises, quizzes, forums, job search help on Coursera, and earn an official certificate. According to IBM, poor quality data costs businesses $3.1 trillion yearly in the US. Human error is the leading cause of poor data quality, not system glitches. A spreadsheet example from a law office illustrates dirty data consequences.