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have you ever tried to clean up text-based data like this and you spend hours trying to get them all spelt the same well im going to show you a really quick trick in tableau prep on how to clean it up in just a few seconds thats right seconds so before we begin be sure to subscribe and hit that notification bell so you get alerts when i get new videos when i publish new videos every tuesday wednesday and thursday so lets begin all right lets start with the data set so if you want to follow along with this video there is a link in the description below so just click that and you will get the excel file which we will load up right now and let me show you whats inside this so lets do a clean step and a lot of you who deal with data youll know this where you have unstructured text things where anyone can type anything into any system and you end up with spelling mistakes or spaces or you know all these kind of little errors and you could have two rows that are the same thing lets