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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. You can access practice exercises, quizzes, job search help, and more on Coursera to earn your official certificate. Inaccurate or bad data costs US businesses $3.1 trillion yearly, with human error being the leading cause. Examples like a messy law office spreadsheet illustrate the impact of dirty data.