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hey guys my name is shashank and on this channel i show you the real work and day-to-day activities of data analysts today were going to be working on a data cleaning exercise where basically i will show you data in its pre-clean format its post clean format you can pause the video and try and do it yourself or i will walk you through the entire process i use some questions i i often get whenever i do these data cleaning exercises are why do you use python instead of using something like power query or something for those that dont know its basically something built into excel thats specifically built for this kind of stuff and the main reason is because data cleaning is usually just the first part of an entire analytics process i might go through with either my client or my company and because of that it usually makes more sense to do all the steps in python that way im not switching between languages and and having to do that context which might be a little bit difficult for m