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hello and welcome to another tutorial video this time around weamp;#39;re going to be looking at an excel related topic which is how to clean up theta now over here in the screen I have some address data so these might have been addresses from customer orders or addresses from employees or customers in our database or something like that but in any case the address data is all here these are all US addresses and you can look at it and you can see that itamp;#39;s really horribly formatted the spacing is all off there extra spaces some of the states are capitalized some are not capitalized some are partially capitalized the zip codes are all over the place there are leading spaces in the beginning so bottom line is that there are a lot of problems with this data and what we like to do when we get data like this is go in and make it easier to manipulate and then fix all these problems so fix the spacing make it so that we can separate out all the different data so we have the street ad