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I got a solution to flip on you today and it is sweet sweet if you were to get a friend to help you pull your tongue all the way out and pour some honey on it that is how this solution is going to taste and in the world of crap data this is when we have to think many steps ahead of our opponent watch your stores cheeses and quantities look at store 5 5 7 list of cheeses underneath there are multiple Saint Nick tears there we might want to know the quantity of Saint Nick tears and not see all of those individuals we might want to look at the entire data set and count all of the Saint Nick tears we might want to know how many unique cheeses are in this whole data set and lets look at it a little more ok slide over it goes out to column V down to row 53 the objective here is to stack this data up take these paired columns for them one underneath another and then we can pivot table and analyze all the live long day right now we cant do much of anything in the last video I talked about