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Carouse
Celebration Focus
Use 'carouse' to describe festive gatherings where drinking is a main activity. 
Informal Events
'Carouse' is often used for impromptu or informal parties, not formal events. 
Volume and Energy
Associated with noise and high energy; 'carouse' implies exuberance and possibly rowdiness. 