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hello everyone welcome back to my channel in this video I will talk about data cleaning so if you are a beginner or a data analyst or aspire to become a data analyst then you must have figured out that it is very important to play with the data to understand the raw data and how to clean that data so as to generate the insights out of it right so in this video I will talk about various techniques using power query that you can work on Excel or power bi and how to generate the expected formatted output so lets get started first exercise is this this is my dirty data so we have three aspects one is segment that can be consumer then it can be corporate or it can be home office then shipment mode Academy first class same day second class standard class and finally order IDs for each and every record we have the order value right so how to generate this into the clean table like this we have one column a segment second column is ship mode third column is order ID and fourth column as sale