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Scrawny
Negative Connotation
Often implies the person or animal is undesirably thin and may lack strength. 
Not for Obesity
Never used to describe overweight individuals; it specifically means very thin. 
Not a Compliment
May be considered rude or insulting if used to describe people; use with caution. 