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Gender is measured on the nominal scale because it consists of categories used only for identification or classification. The categories have no inherent numerical order. For example, students may be classified into categories such as male, female, or other. The numbers assigned to these categories, if any, are merely labels and do not represent quantity or magnitude. Therefore, gender is a nominal variable. Academic programme is also measured on the nominal scale. Students may belong to programmes such as B.A., B.Sc., B.Com., B.Tech., M.A., or M.Sc. These categories identify different groups, but there is no meaningful ranking among them. Hence, academic programme is a nominal variable. Annual family income is _______ ______ ____ _________ ___ ________ ______.
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