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This video is part of Google Data Analytics certificate program, offering job-ready skills for careers in data analytics. Access practice exercises, quizzes, discussion forums, job search help, and more on Coursera to earn an official certificate. Inaccurate or bad data costs businesses $3.1 trillion annually in the US, with human error being the main cause. An example from a law office shows the impact of dirty data on customer information and financial records.