Categorical dataGroup of answer choices. are always non-numericare always numericmay be either numeric or non-numericindicate either how much or how many
Question
Categorical data
Group of answer choices:
- are always non-numeric
- are always numeric
- may be either numeric or non-numeric
- indicate either how much or how many
Solution
Understanding Categorical Data
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Definition: Categorical data refers to a type of data that can be divided into groups or categories. This data type typically describes characteristics or qualities rather than measurable quantities.
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Characteristics:
- Categorical data is always non-numeric in nature. It represents categories such as colors, names, or types.
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Answer Choice Analysis:
- Always non-numeric: This is true; categorical data describes categories and cannot be quantified.
- Always numeric: This is false; categorical data does not involve numeric values.
- May be either numeric or non-numeric: This is false; categorical data is strictly non-numeric.
- Indicate either how much or how many: This is false; categorical data does not measure quantity.
Final Answer
The correct choice is: are always non-numeric.
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