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This video is part of the Google Data Analytics certificate, offering job-ready skills to start or advance a career in data analytics. Access practice exercises, quizzes, discussion forums, job search help, and earn an official certificate on Coursera. Poor quality data costs businesses $3.1 trillion annually in the US, with human error being the main cause. Data cleaning is essential to avoid errors like a law office's messy spreadsheet.