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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 Libre office to do this cleanup so as you notice in the CSV there seems to be a lot of returns inside the cells and also misspellings of words uh all this will not let you cleanly analyze and visualize the data so we want to uh get rid of it youamp;#39;ll also see that since this was a multiple page PDF where the pages 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 um inside cell returns so Iamp;#39;m going to hit contr h H which brings up the find and replace box and in the search Iamp;#39;m going to put in back sln and hit find all and you can see that it has highlighted all of the cells in which there is a return and then Iamp;#39;m going to replace this with a space hit replace all and you can see that that itamp;#39;s