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Related to gee whiz: gee whizz
Used to express mild surprise, amazement, or enthusiasm.
American Heritage® Dictionary of the English Language, Fifth Edition. Copyright © 2016 by Houghton Mifflin Harcourt Publishing Company. Published by Houghton Mifflin Harcourt Publishing Company. All rights reserved.
arousing or designed to arouse wonder, admiration, or enthusiasm: gee-whiz electronic gadgetry.
Random House Kernerman Webster's College Dictionary, © 2010 K Dictionaries Ltd. Copyright 2005, 1997, 1991 by Random House, Inc. All rights reserved.