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This video is part of the Google Data Analytics certificate, providing job-ready skills for a career in data analytics. Poor quality data costs $3.1 trillion annually in the US, with human error being the main cause. A spreadsheet from a law office illustrates the impact of dirty data on customer information and transactions.