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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, and more on Coursera to earn an official certificate. The yearly cost of poor quality data in the US is $3.1 trillion according to IBM. Human error is the primary cause, not system glitches. A law office spreadsheet example demonstrates the impact of dirty data on customer information and transactions.