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A Dozen is base 12 likely because 12 is far better for dealing with fractions and multiplication than base 10.
A baker's dozen is 13 because of the "assisa panis" law enacted in 1266 by Henry III, which established harsh fines for bakers who sold underweight bread. They threw in one extra just to be safe.