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all right so today i want to look at pii and data quality and kind of to kill two birds with one stone a quick shortcut how you can a identify where pii exists and then b get the appropriate controls wrapped around those columns the things like regex checks formatting checks you know all those things that you need to do to make sure its input its stored properly so let me move my face out of the way so well get started you know with a now check navigate your favorite connection you can do that on the left-hand panel by clicking any of the data sources that have been mapped but we wont spend too much time on that today well kind of go from left to right across the top here and theres one section i want to call out which is our profiling section so as i move from left to right i want to show you click semantic on so ill zoom in for a moment but if we look at semantic detection what this does is enable a matching algorithm so anywhere we see emails anywhere we see social security