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lets make this data beautiful look the reality is banks are spending millions of dollars every year getting the best strategists and quants and data analysis teams theyre putting it all together and its fantastic and they have really smart people from the top universities and then when it comes down to it they have all this great data they put in a spreadsheet they send to the MD and MD is like what am I looking at the presentation stinks the data doesnt look good and all those millions of dollars went to nothing because ultimately the people who need to make decisions based on it are not impressed well actual skills to make data look good its its not very difficult so Im going to quickly take this data transform it into something beautiful and then show you how to do the same thing with some graphs lets get started right now okay the very first thing is these headers theyve got to go you cant you cant figure out whats going on here and sometimes people do like shorthand s