The independent variable (Issue Type) consists of distinct categories (Engine, Clutch, Fuel Line, Suspension) without any inherent order or ranking.
Nominal data represents categories or labels without any specific order or ranking. The categories are mutually exclusive.
Ordinal data also involves categories but with a meaningful order or ranking. This is not the case with car part issues.
The correct answer is b) Nominal.
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