The correct spelling for "varioance" is "variance". It refers to the measure of the spread between numbers in a data set. Suggestions for fixing this misspelling include using spell-check tools, referring to a dictionary or thesaurus or simply double-checking the spelling online. Correct spelling is vital for clear communication.