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hello lets talk about expected outcomes today some data mining and report writing is done for expected outcomes these are outcomes that are either known or youre fairly certain what the outcome will be so if you already know the outcome why even do the data mining thats a great question first lets talk about expected outcomes and certain outcomes certain outcomes have a known value for example two plus two is always four this is an outcome you can easily prove and every time you have to and you add two more to it you will always get four if you come up with five well theres a problem with your data expected outcomes have strong circumstantial or observable information to give a pretty good idea what the data is going to tell you so look at the glass in the picture if i measure the volume of water in that glass i can expect to get a value between 45 and 50 percent of the total volume of what the glass holds if the data in the report tells me that the glass is 75 percent full i know