Observed frequency refers to the actual or empirical count of the number of occurrences of a particular event or category within a dataset. It is a fundamental concept in the context of the Chi-Square Tests, which are used to analyze the relationship between categorical variables and determine whether observed frequencies differ significantly from expected frequencies.