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This video is part of the Google Data Analytics certificate program, offering job-ready skills for a career in data analytics on Coursera. Poor quality data costs businesses $3.1 trillion annually in the US, with human error being the main cause. A law office spreadsheet example highlights the importance of clean data for accurate analysis.