Fourteen men caused trouble on the Ryanair flight from Prestwick Airport to the Spanish party island on Tuesday evening.
The flight, carrying 174 passengers, was forced to make an emergency landing in France.
It is understood the group was drinking alcohol bought from duty free at the airport before boarding the flight and become rowdy.
Their alcohol-fuelled rampage only ended when the pilot decided to divert the flight to Paris.
Police said 14 men were thrown off the plane at Beauvais Airport, just north of the French capital, and questioned by authorities.
The group's behaviour became so out of control the pilot was forced to alert French air traffic controllers he would be making an emergency landing.
Passengers described how the group of young men was "running wild" onboard the flight.
Holidaymakers were delayed by around 30 minutes as police officers boarded the flight.
The plane eventually took off again without the drunken group.
It is believed the men were released in the early hours of yesterday morning.
However, they could face charges at a later date after an official complaint was made against them.
Flight operator Ryanair confirmed their pilot had been forced to take action and that the French police had been called in.
Ryanair's Robin Kiely, said: "The flight from Prestwick to Ibiza on September 17 diverted to Paris Beauvais after a small group of passengers became disruptive.
"On arrival, police removed and detained these 14 individuals.
"Ryanair apologised to the other 160 passengers for any inconvenience and delay, but will not tolerate unruly or disruptive passengers.
"This matter is now being dealt with by the French police."
Last month, the Evening Times reported how a number of men were detained by Spanish police following disturbances on another flight from Prestwick to Ibiza.
Flight crew asked for police assistance at Ibiza Airport and a number of people were detained before other passengers were allowed off the plane.