Nominal: Nominal scale is also known as the category scale. The scale is used to label variables in distinct classification. There is no quantitative value or order. It is mutually exclusive categories with no overlapping. For example gender, political preference, where you live, etc.
Ordinal: Original refers to classifying data according to categories. It depicts the order of the variables and not the difference between the variables. For example rank as satisfied, very satisfied, unsatisfied, neutral, very unsatisfied.
Interval: Interval scale is where the order of variable is known and the difference between variables is also known. For example temperature, mean, median, etc.
Ratio: Ratio has all characteristics of an interval scale. It compares between tow variable for example number of students in grade 8 last year compared to grade 8 this year who passed with distinction.
Question |
Scale |
Size of hometown city |
Nominal |
Gender Marital |
Nominal |
Number of people in the family |
Nominal |
Age Category |
Nominal |
Education category |
Nominal |
Income category |
Nominal |
Dwelling type |
Nominal |
I am worried about global warming (refers to the entire group) |
Ordinal |
Desirability 1 seat motorcycle (entire group) |
Ordinal |
Lifestyle novelist, innovator, trendsetter (entire group) |
Ordinal |
Favorite television show |
Ordinal |
Favorite magazine type |
Ordinal |
Favorite local newspaper |
Ordinal |
Use of online blogs (group) |
Intervals |
Use of social network sites (group) |
Intervals |
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