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Get/have itchy feet
Metaphorical Meaning
The phrase doesn't mean actual itchy feet, but a longing for change or adventure. 
Informal Usage
The phrase is casual and typically used in informal conversations or writing. 
Not Literal
Remember, it's an idiom. Don't use it when you actually mean someone's feet itch. 