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Nowhere to be found/seen
Emotional Impact
This phrase often implies frustration or disappointment when something expected cannot be located. 
Literal or Figurative
Can be used for physical items not present or situations where someone's involvement is expected but absent. 
Emphasis on Absence
The phrase emphasizes the notable absence of someone or something, often when it causes inconvenience. 