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This video is part of the Google Data Analytics certificate, offering job-ready skills for a career in data analytics. Get access to practice exercises, quizzes, and job search help on Coursera to earn an official certificate. Poor quality data costs businesses $3.1 trillion annually in the US, with human error being the leading cause. An example from a law office shows the impacts of dirty data on customer information.