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Make an exhibition of yourself
Colloquial Usage
The phrase is informal and used mainly in casual conversation. 
Negative Implication
The phrase suggests the attention gained is unwanted and reflects poorly on a person. 
Not Complimentary
It isn't a compliment; it means someone is acting foolishly in public. 