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Differentiate the function.
Qualitative Variables
Variables that express categorical data and can be classified into groups or categories based on attributes or qualities, rather than numbers.
Chi-Square Test
A statistical method designed to test the significance of the connection between two categorically distinct variables.
Contingency Table
A data table that shows the frequency distribution of the variables in a matrix format, useful for statistical analysis like chi-square tests.
Qualitative Variables
Variables that categorize or describe attributes or properties without a natural numerical scale or order.
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