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This video is part of the Google Data Analytics certificate program, offering job-ready skills for careers in data analytics. Access practice exercises, quizzes, discussion forums, 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 primary cause. A spreadsheet from a law office illustrates the impact of dirty data on customer information and financial records.