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What is an example of a continuous qualitative variable?

Published in Data Science 1 min read

Understanding the Concepts

A continuous variable is a variable that can take on any value within a given range. For example, height, weight, and temperature are all continuous variables.

A qualitative variable, on the other hand, describes a quality or characteristic that cannot be measured numerically. Examples include color, gender, and opinion.

The Challenge

The key point is that a variable cannot be both continuous and qualitative. Qualitative variables describe categories or attributes, while continuous variables measure quantities.

An Example

Let's consider the example of color. Color is a qualitative variable because it describes a characteristic. We might categorize colors as red, blue, green, etc. However, color cannot be measured on a continuous scale.

Conclusion

There is no example of a continuous qualitative variable because these two concepts are mutually exclusive.

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