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This video is part of the Google Data Analytics certificate on Coursera, offering job-ready skills for careers in data analytics. Poor data quality costs $3.1 trillion annually in the US, mainly due to human error. A spreadsheet from a law office illustrates the impact of dirty data on customer information and service transactions. Visit grow.google/datacert for more information.