A manufacturing company has two factories, Factory P and Factory Q. Factory P produces twice as many units per day as Factory Q. The average defect rate for units produced by Factory P is 3%, and the average defect rate for units produced by Factory Q is 6%. What is the overall average defect rate for all units produced by both factories combined?
3.5%
4%
4.5%
5%