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This video is part of the Google Data Analytics certificate, offering job-ready skills for careers in data analytics. The yearly cost of poor data quality is $3.1 trillion in the US, mostly due to human error. A spreadsheet from a law office is shown as an example of dirty data. For more information and to earn an official certificate, visit grow.google/datacert.