Been working at current job for a month but got a better offer?

I plan to give my two weeks soon but considering I haven't been there long I don't know what to say. Should I tell them I've gotten another offer? Don't really want my coworkers bugging me with questions but I do want them to know I'm leaving for a legitimate reason. Advice?
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