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there we go all right so first thing im going to do im going to drop just the link to the slides in the chat here if you want to follow along they are all online and i will share my screen okay so uh today what were going to be doing were going to be talking about data wrangling if you were at the last one i guess can i get a show of hands maybe how many people were at the uh the last uh data wrangling session all right a few of you okay great okay so uh uh so were gonna be doing data wrangling again if you read the last one youll recognize some of the material from before same conceptual material but were going to be doing it with data table so uh were going to be going through what the goal of data wrangling is were going to talk about how to think about how to do data wrangling and put it all together were going to talk about some technical tips and all those technical tips are going to be in the form of the data table package and then well work on a walk through example