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This video is part of the Google Data Analytics certificate, providing job-ready skills on Coursera with practice exercises, quizzes, and job search help. Inaccurate data costs businesses $3.1 trillion yearly in the US, mostly due to human error. A spreadsheet from a law office is used as an example of dirty data.