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For a degree, marketing would be best -- of course! You might be able to tie in Advertising or Communications to help, but it matters on the school's offerings. Marketing is best.
Worry less about the degree and more about EXPERIENCE! If you can get experience in digital marketing, even if you just start your own practice, that will take you MUCH further than a degree.