tv. to leave; to be in a place less frequently; to be less in evidence. : Here come the boys in blue. I'd better make myself scarce.
Dictionary of American Slang and Colloquial Expressions by Richard A. Spears.Fourth Edition. Copyright 2007. Published by McGraw Hill.
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Idioms & Phrases
make oneself scarce
Depart quickly, go away, as in The children saw Mrs. Frost coming and made themselves scarce. This idiom applies scarce in the sense of "seldom seen" to removing one's presence. [c. 1800]