Synonyms for Partiality (same or very similar meaning)
WordNet sense 1 (a predisposition to like something):
fancy, fondness
WordNet sense 2 (an inclination to favor one group or view or opinion over alternatives):
partisanship
From the ODE community, based on WordNet
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