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well our data is getting cleaner but we still have a few things that weve got to worry about weve got a lot of empty data here lots of missing values and all of these different features were going to want to use filter examples to pull those out too so one thing that we can do is drag on another operator and in this case what were going to want to do is were going to want to say no missing attributes right i dont want to see any records that have missing attributes lets see how that helps us and there we go that gets us uh you know that sort of empties out a lot of incomplete data