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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, forums, job search help, and more on Coursera to earn your official certificate. Inaccurate or bad data costs businesses $3.1 trillion annually in the US, with human error being the main cause. A spreadsheet from a law office demonstrates the impact of dirty data.