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If you start with “bad” data — if your data contains duplicate records for example — you’re inevitably going to end up with “bad” conclusions. You might end up double counting revenue, for example, which could have disastrous consequences for your business down the line.

$42000 Mastermind Manuscript 2008 - Rich Schefren
Ben Collins – Data Cleaning and Pivot Tables in Google Sheets