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This video is part of the Google Data Analytics certificate on Coursera, providing job-ready skills for careers in data analytics. Poor quality data costs businesses $3.1 trillion annually in the US. Human error is the main cause of bad data, not new systems or technical glitches. An example of dirty data is shown in a law office spreadsheet. To enroll in the full learning experience, visit grow.google/datacert.