Thomas Hayward, 25, captured the moment passengers celebrated as they were taken off and a police officer tells them: 'I'm sure these people have had enough of this'.
He claims the pair even yelled Allahu Akbar during the flight - a phrase often shouted by terrorists at the moment of their attack.
But despite their alleged anti-social behaviour police decided against arresting them and let them go home after giving them a warning.
Tweeters were quick to assume the song is about 22-year-old Bieber, who was arrested for a DUI and resisting arrest in Florida in 2014.
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As the officers removed them the passengers can be seen cheering and clapping - but one of them still grins back at them.