Ranking is a 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 to the largest, or from the largest to the smallest. Ordinal ranking presumes that all items will receive distinct ordinal numbers, including items that compare equally. Distinct ordinal numbers for items that are equal can …
