For this analysis, NPR gathered data on arrest dates from the Department of Justice's website as well as executed arrest warrants filed in federal court. In some instances, DOJ data appeared to conflate the date a warrant was issued with the date of arrest. A small number of defendants were charged but not formally arrested. In those cases, NPR used the date of the filing of the charges in lieu of an arrest date.