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This video is part of the Google Data Analytics certificate program, offering job ready skills for a career in data analytics. Access practice exercises, quizzes, forums, job search assistance, and more on Coursera to earn an official certificate. According to IBM, poor data quality costs $3.1 trillion annually in the US. Human error is the main cause of data inaccuracies, not system glitches or new technology implementations. For instance, a spreadsheet from a law office may contain errors due to dirty data.