Ranking is data transformation in which values are replaced by their rank when the data is sorted. For any two items, the first is either ranked higher than ranked lower than ranked equal to the second. Values can be ranked from the smallest, or from the largest. Ordinal ranking presumes that all items will receive distinct ordinal numbers, including items that compare equal. Distinct ordinal numbers for items that are equal can be assigned arbitrarily, but it is also …
