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Blow in
Unexpected Arrival
Use 'blow in' to describe someone arriving without notice, suggesting a casual or surprising entrance. 
Colloquial Usage
'Blow in' is informal, often used among friends or in casual settings, not in formal situations. 
Not Always Welcome
Sometimes 'blow in' can imply that the arrival was not completely welcomed or planned. 