Using the data dictionary from my first message, apply its duplicate rule and report the units sold by month, by category and by region, plus the grand total. Keep every category from the Categories sheet in the results, including any category that has no sales. Show your working: the steps you took, the code or query you used, and the row counts before and after removing duplicates.