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Ive earned welcome John here in todays video were gonna be looking at using Python to input CSV files manipulate them and then export them again based on our criteria this could be very useful to someone looking at automating part of their work or their job and also teaching some stuff along the way so the libraries were going to use is called pandas is a hugely popular library especially in the data science world what were going to use it for today is fairly basic but its definitely worth it in my opinion to learn how to use this this library to start with and going forward youll benefit from it so all the data thats stored in pandas is stored in a data frame you can kind of think of this a little bit like a spreadsheet in its simplistic form as in its got rows and columns of data theres a lot more to it that but thats kind of like the most basic way so our scenario today were going to assume that we are a shipping company and that we get orders sent to us in CSV files how