Draw a diagram and use it to define and explain the three types of ordinal, cardinal, and nominal.


Question: Draw a diagram and use it to define and explain the three types of ordinal, cardinal, and nominal.

Nominal Data: This is used for labeling variables, without any quantitative value. For example, colors like red, blue, and green.


Ordinal Data: This has order but no fixed measurement between values. Think of ranks like first, second, and third place.


Cardinal (Interval/Ratio) Data: This includes numerical values with a consistent interval between them. Temperature (Celsius/Fahrenheit) is interval, whereas income is ratio because it has a true zero point.


Imagine placing "red," "yellow," "green" (nominal) in a traffic light, ranking athletes (ordinal) at a race, and measuring the distance they ran in meters (cardinal).

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