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Classify the following attributes as discrete, ordinal or continuous:number of "likes" on a photo student ID number education levels

Question

Classify the following attributes as discrete, ordinal or continuous:number of "likes" on a photo student ID number education levels

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Solution

The number of "likes" on a photo is a discrete attribute because it can only take on whole numbers and cannot be broken down into smaller parts.

The student ID number is also a discrete attribute. Although it is a number, it does not represent a quantity or amount, but rather a unique identifier for each student.

Education levels are ordinal attributes. This is because education levels have a clear order or ranking (e.g., high school diploma, bachelor's degree, master's degree), but the differences between these levels are not quantifiable or consistent.

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