Would you mind assisting me in understanding the differences between the terms correlation and association?

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The terms correlation and association are closely connected. Both notions indicate that two variables follow a common trend. Association, however, is more general than correlation. In fact, correlation is a unique example of an association where the relationship between the variables exhibits a linear pattern.