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The 21-year-old who is best known for playing Bella Swan in the vampire franchise, won the trophy for the gritty film, reported Daily Star online.
Stewart trained with a stripper for two months to get her role right and shot her first nude scene for the film.
Her raunchy character swears like a sailor and stashes cash in her underpants.
"My character`s not sultry, not sexy. She sort of throws herself into all her moves. I tore myself up doing it," said the actress.
Actor Aidan Gillen was named the best actor for his performance in `Treacle Jr` and Nadia Tass walked away with the best director trophy for her drama `Matching Jack`.