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all right everybody so we should have our cleaning data database open and in your manual you should be on page 60 okay so we recall we found and removed duplicate records as a refresher lets do that again so what was the first step everybody remember you have to first define write what is considered a duplicate record right and how do we do that thats right through the primary keys okay so why dont we do this lets all open up our lead list table just to take a look at all the fields in here so remember you have to look at this and go okay is it the combination of these fields that make it a duplicate record okay so it could be for example a combination of company number and company name or just company number or maybe all of them thats up to you to decide okay so lets say in this case weve determined that the combination of company number and company name is what defines a duplicate record does that make sense everybody okay excellent so lets close this table right click on th