The Covariance Calculator determines how two variables change together. It measures the degree to which increases in one variable correspond to increases or decreases in another. A positive covariance means that the variables move in the same direction, while a negative covariance indicates that they move in opposite directions. This calculator helps analyze the relationship between two data sets in statistics and data science.