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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, and job search help on Coursera to earn your official certificate. Poor quality data costs businesses $3.1 trillion per year in the US due to human error, not technical issues. Dirty data can lead to inaccuracies in customer information and financial records.