Which type of data includes values that are ordered but not equally spaced?Answer areaNominalOrdinalIntervalRatio
Question
Which type of data includes values that are ordered but not equally spaced?
Answer area
- Nominal
- Ordinal
- Interval
- Ratio
Solution
Breakdown of the Problem
- Identify the types of data mentioned: nominal, ordinal, interval, and ratio.
- Determine the characteristics of each type of data, focusing on the aspect of ordering and spacing.
Relevant Concepts
- Nominal Data: This type of data represents categories without any inherent order (e.g., colors, names).
- Ordinal Data: This type represents categories with a meaningful order, but the intervals between the categories are not necessarily equal (e.g., rankings).
- Interval Data: This type has equal spacing between values but does not have a true zero point (e.g., temperature in Celsius).
- Ratio Data: This type has both a meaningful order and equal intervals, along with a true zero point (e.g., weight, height).
Analysis and Detail
- Nominal data cannot be ordered.
- Ordinal data can be ordered, but the differences between ranks are not uniform or known.
- Interval data has equal differences but cannot be called "ordered" in the same sense since they do not have an absolute zero.
- Ratio data has both order and equal spacing; thus, it does not meet the requirement of unequal spacing.
Verify and Summarize
The question is looking for a type of data that is ordered but not equally spaced. The only type fitting this description is Ordinal data.
Final Answer
Ordinal data includes values that are ordered but not equally spaced.
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