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This video is part of the Google Data Analytics certificate on Coursera, offering job-ready skills to start or advance a career in data analytics. Poor quality data costs businesses $3.1 trillion annually in the US alone, with human error being the main cause. An example of dirty data is shown in a spreadsheet from a law office. Visit grow.google/datacert for the full learning experience and official certificate.