Astronomy: Scientific study of stars and shit (essentially anything not on Earth).
Astrology: Pseudoscientific "study" of stars, constellations, birth signs and shit and how they supposedly determine the most general and universally applicable things about us.
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I'm still going to use them interchangeably just to piss people off.