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Some breeds are more likely to be aggressive, resorting to biting or snapping attacks, than others. The study, published in Scientific Reports, found that Rough Collies were the most aggressive breed. Miniature poodles, miniature schnauzers, German shepherds and Spanish water dogs were also found to be more aggressive