Do guys like it when you call them baby, babe or boo? Does it show that you like them? What about nicknames?

I really like this one guy. Would calling him nicknames let him know that I like him? And will he like it?
Do guys like it when you call them baby, babe or boo? Does it show that you like them? What about nicknames?
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