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hello again now we are going to clean up this csv so that we can analyze and visualize this data as you can see we are going to use LibreOffice to do this clean up so as you notice in the CSV there seems to be a lot of returns inside the cells and also misspellings of words all this will not let you cleanly analyze and visualize the data so we want to get rid of it youll also see that since this was a multiple page PDF where the page is broke and the table broke the rows have been split so we want to recombine those as well first thing we want to do is highlight the entire table and we want to get rid of these inside cell returns so Im going to hit ctrl H which brings up the Find and Replace box and in the search Im going to put in backslash N and hit find all you can see that it has highlighted all of the cells in which there is a return and then Im going to replace this with a space it replace all and you can see that that its been replaced with a space and everything is more al