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This video is part of the Google Data Analytics certificate, providing job-ready skills to start or advance a career in data analytics. Access practice exercises, quizzes, discussion forums, job search help, and more on Coursera to earn an official certificate. IBM states the yearly cost of poor quality data in the US is $3.1 trillion, with human error being the main cause. An example of dirty data is shown in a spreadsheet from a law office.