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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. Join Coursera for practice exercises, quizzes, job search help, and more. IBM reports that poor quality data costs $3.1 trillion in the US annually. The main cause is human error, not system glitches. Dirty data can lead to inaccurate information in spreadsheets and other records. Visit grow.google/datacert for more information.