Over the years of using the Internet you might have signed up for accounts on service and site that you no longer use. These sites have information on you and the username, password, email address, and more about you. They might change ownership and sell that info, or they might get hacked.
The best thing to do is to delete your account information from those sites. JustDelete.Me is a great website to help with that.