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This video is part of the Google Data Analytics certificate, offering job ready skills for careers in data analytics. Poor quality data costs businesses $3.1 trillion annually in the US, with human error being the primary cause. An example of dirty data is shown in a law office spreadsheet. Visit grow.google/datacert to enroll and gain access to practice exercises, quizzes, and job search help on Coursera to earn your official certificate.