How to clear a Twitter notification that will not go away (More clearly explained version, android)
Try long-pressing the icon with the notification badge; this should bring up a context menu that may list additional notices. You can swipe to clear individual notices. You might also see a “clear badge” command to clear all notifications.
How to clear a Twitter notification that won’t go away (Android)