In a report carried out by social media statistics company, SocialBakers, an estimated 16.7m of the singer's 37m strong Twitter fan base was said to be composed of fake or empty accounts, with another 2.6m being inactive.
The research demotes Bieber, 19, to second place after Lady Gaga in the rankings of highest number of Twitter followers.
He overtook the singer earlier this year but the new statistics suggest the passing of the crown could have been premature.
Lady Gaga, although having more "good" followers than Bieber, is still thought to have over 15m bogus fans herself.
The report classified followers as either "good", "fake" or "inactive" by picking out those accounts that had fewer than a certain number of followers and who themselves followed a low number of users.
Source: The Telegraph
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