Partiality for one side (4)

I believe the answer is:

bias

(Other definitions for bias that I've seen before include "Large city in Florida" , "Inclination of prejudice" , "Prejudice, one-sidedness" , "Prejudice, partiality" , "One-sided prejudice" .)

I've seen this clue in the Thinks.com.

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