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in this video were going to take a look at the replace unwanted characters transform thats part of task factory from pragmatic works now the replace unwanted characters transform does exactly what its name to do which is replace unwanted characters from your source and that could mean anything from just replacing numbers replacing letters placing words and truly replacing unprintable characters whatever you need to do this is able to handle that and replace those characters with some sort of user-defined value whether thats another - or an empty string whatever you want to do so lets go ahead and take a look at how we use it first thing we need to look at is we have a nolo DB source here thats pulling data from our person contact table but I also have a couple of columns here that are just kind of test data and we did that on purpose so we can show you how it replaces certain or how the settings in here affect the the way that this data is replaced okay and so were gonna open up