The correlation coefficient r ranges from -1 to +1, where +1 represents a perfect positive linear relationship between two variables. When r = 1, all data points fall exactly on an upward-sloping line. A value of 0 indicates no linear relationship, while -1 indicates a perfect negative relationship.