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This video is part of the Google Data Analytics certificate, offering job-ready skills for a career in data analytics. Access practice exercises, quizzes, discussion forums, job search help, and more on Coursera to earn your official certificate. According to IBM, poor quality data costs businesses $3.1 trillion yearly in the US. Human error is the number one cause of poor quality data, not system glitches. An example is shown of dirty data in a law office spreadsheet.