What is the correct spelling for NUMARATENESS?

The correct spelling you might be looking for is "numerateness". Numerateness refers to the quality of being numerical or characterized by numbers. If you meant this word, you could use it to describe the quantitative aspect of a particular data set or the reliance on numerical evidence in a study or analysis.