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This video is part of the Google Data Analytics certificate program, providing job-ready skills for a career in data analytics. You can access practice exercises, quizzes, and job search help on Coursera to earn an official certificate. Inaccurate or bad data costs businesses $3.1 trillion yearly in the US alone, with human error being the main cause of poor data quality. The example of a law office spreadsheet shows the impact of dirty data on customer information.