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hey its an Im ray were gonna get into some really fun stuff with this lesson a really important technique called if if is for re categorizing values lets say that we have this original list of types of fruit but we want to wreak at aggress it the first categorization that were gonna do is just apples vs. everything else and the next one were gonna do is all the fruits vs. all the vegetables so were gonna take our raw data in column a and were gonna create two new variables and columns B and C so first lets take apples versus everything else well pretend that you are an apple researcher youre an Apple number cruncher you dont care about the bananas and the carrots and the watermelons you just want to look at this group compared to all those other things as a whole okay so thats where if comes in type in equals if open your parentheses this one takes a little bit of time to master because there are all of these steps in the process so first we need a logical test that means