The covariance is the measure of how much two random variables move together. If two variables tend to move together in the same direction, then the covariance between the two variables will be positive. If two variables move in the opposite direction, the covariance will be negative. If there is no tendency for two variables to move one way or the other, then the covariance will be zero.
