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Lead somebody by the nose
Power Dynamics
Used to describe situations where one person has significant control over another. 
Negative Connotation
Carries a negative feeling, suggesting manipulation or unfair influence. 
Figurative Use
Not to be taken literally; no one is physically pulling another's nose. 