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Thug
Negative Connotation
The word 'thug' generally implies bad behavior and is not a compliment. 
Media Influence
'Thug' is often used in news and media to describe criminals or violent protestors. 
Colloquial Usage
Used informally, 'thug' can describe someone who is tough or rough around the edges. 