Next show the scatterplot. Values of Pearson's correlation coefficient r for continuous (interval level) data ranges from -1 to +1:
Picture a show Positive correlation Picture b show Negative correlation and Picture c show No correlation
Positive correlation indicates that both variables increase or decrease together, whereas negative correlation indicates that as one variable increases, so the other decreases, and vice versa.