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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.

"Male Physique Training Templates" - Renaissance Periodization
Ben Collins – Data Cleaning and Pivot Tables in Google Sheets