Contact data expires faster than any other type of data. An interesting study by HubSpot found that contact data expires at a rate of 22% annually. Since a contact database is a marketer’s most important asset, this is alarming. However, in order to fix the problem, the source of it must be identified first. Where does dirty data originate in the first place?