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hi Prince this is Verret on behalf of sistemics club so we will be discussing today a very interesting topic and in fact a very easy topic so for that what we need I primed data Ive found data from the internet this is that this is this data is regarding the employees of five different states by envy us okay so we have totally some say yeah around six hundred six thousand three hundred sixty-six full-time workers from different states of your etcetera and for that we have the number of works number of password by each employee the education in number of years of each employee their yearly earnings their raise whether they are male of female and their usual weekly earnings as well as then state in which theyre working so with this data we will see how to convert this unorganized data into something meaningful data so you know with this data we cant infer anything by saying just read this how can we input input something from this data Excel gives us a very useful tool called pivot t