Fan art (also known as fanart, fan-art, and FA) is defined as any unofficial art based on a subject such as a book (series), a video game (enterprise), ect.
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The Urban Dictionary defines fan art as:
"Art of any form, usually electronic or drawn free hand, that uses characters or settings from a popular television show, novel, cartoon, anime, or movie as the subject."