"Geeks and Nerds", by Randall Munroe, licensed under Creative Commons Attribution-NonCommercial 2.5 License
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The definitions I grew up with were that a geek is someone unusually into something (so you could have computer geeks, baseball geeks, theater geeks, etc) and nerds are (often awkward) science, math, or computer geeks. But definitions vary.