A correlation is a number which describes the degree of relationship between two variables. Correlations can be positive and negative and can have values between -1 and +1. A negative value of r (which is the symbol for correlation) refers to a negative connection between variables, while a positive value means positive relationship. If r=0, then there is no correlation between the variables.