Anyone on a moto could be a hooligan rider. It could be a stunter doing wheelies, a sport bike rider lane splitting at 100mph, or a bad ass Harley rider running the throttle at a light.
Really, any rider causing lots of trouble is a hooligan.
"OMG! That hooligan rider almost clipped the bumper of my Prius. Doesn't he know the speed limit is just 55 here?"
"I'm going out tonight and doing a bunch of stoppies and donuts. Fuck cars, I'm riding Hooligan".