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This video is part of the Google Data Analytics certificate, offering job-ready skills to pursue a career in data analytics. By enrolling in Coursera, you can access practice exercises, quizzes, job search help, and more to earn an official certificate. Inaccurate data costs businesses $3.1 trillion annually in the US, with human error being the primary cause of poor quality data. An example of dirty data can be seen in a spreadsheet from a law office.