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Have your nose in something
Focused Exclusivity
This phrase implies neglecting surroundings or obligations due to the deep interest in the activity. 
Positive Connotation
Often implies a positive view of someone's dedication, especially in academic or intellectual pursuits. 
Not Literal
It's a metaphorical expression and doesn't involve an actual nose or physical action. 