The 27-year-old had earlier been the subject of a mocking tweet from Massadio Haidara lambasting his inability to speak French, and responded by posting a controversial image.
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The tweet has caused controversy for its racial overtones, though Haidara later dismissed it as “banter” and a joke between team-mates, though Taylor was nevertheless forced to issue an apology.
"Apologies if my tweet offended anybody," he said in reply to messages from users of the social networking site, after also deleting the original tweet which caused offence.
Taylor may face punishment from the Football Association who have taken action against misuse of the site by professionals in the past, fining Rio Ferdinand for using the term "choc ice" last year.
However, Haidara has been quick to defend his team-mate by insisting the tweet was merely banter between the four Newcastle players.
"Is just bander [sic] with Papiss, Moussa, Vurn' and me. He joke with me 2 min before," he wrote on twitter.