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This video is part of the Google Data Analytics certificate, offering job-ready skills for careers in data analytics. With access to practice exercises, quizzes, forums, job search help, and an official certificate on Coursera, you can enroll in the full learning experience today at grow.google/datacert. Poor quality data costs businesses $3.1 trillion annually in the US alone, with human error being the main cause rather than technical issues or system implementations. A spreadsheet from a law office illustrates the impact of dirty data on customer information and services.