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The Collaborative International Dictionary
Representativeness

Representativeness \Rep`re*sent"a*tive*ness\, n. The quality or state of being representative.

Dr. Burnet observes, that every thought is attended with consciousness and representativeness.
--Spectator.

Wiktionary
representativeness

n. The state or quality of being accurately representative of something.