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This video is part of the Google Data Analytics certificate, offering job-ready skills for a career in data analytics. Get access to practice exercises, quizzes, discussion forums, job search help, and more on Coursera to earn an official certificate. According to IBM, poor quality data costs businesses $3.1 trillion annually in the US alone, with human error being the main cause. A spreadsheet from a law office is used to illustrate how dirty data can impact businesses.