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A man was taken to hospital with a stab wound to his face after a disturbance in Margate High Street today at 2.40pm.
A Kent Police spokesman said: "A woman has been arrested on suspicion of assault and officers are currently at the scene and making further arrests."
A worker in one nearby shop said he had spotted a man with a lot of blood on his face.
Another shop owner said three police cars and an ambulance had attended.