Categorical variables are used to quantitatively measure qualitative data. These variables are defined by a set of positive numbers, with each number linked to a nominal category determined based on a qualitative quality.
Yes, True, the qualitative data can be measured and converted to numerical, that is quantitative data.
For example, in a study of vacation habits, one of the variables recorded seeks to evaluate the season in which individuals travel the most.
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