What does a positive or negative correlation mean?

A positive correlation indicates that as one variable increases, the other variable also tends to increase, suggesting a direct relationship between the two. Conversely, a negative correlation means that as one variable increases, the other tends to decrease, indicating an inverse relationship. Correlation does not imply causation; it simply reflects the degree to which the two variables move together.