What is the difference between nominal and ordinal data?

  • Nominal data can be ordered
  • Nominal data cannot be ordered
  • Ordinal data can be ordered
  • Ordinal data cannot be ordered
Nominal and ordinal data are both types of categorical data. The key difference between the two is that while nominal data cannot be ordered or ranked, ordinal data can. Nominal data represents simple categories or groups with no order or priority. Examples include colors or city names. Ordinal data, on the other hand, represents categories that can be ranked or ordered. Examples include Likert scale data (e.g., a five-point scale from "strongly disagree" through "strongly agree"), educational level (high school, BA, MA, PhD), etc.
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