D. The data show a negative linear relationship
If you draw a single straight line passive through the dots, you'll notice the line decreases (reading from left to right), which indicates that the relationship is negative.
NB:
If the line increased (read from left to right), the linear relationship would be positive.
If the line were horizontal there wouldn't be any correlation. (the answer would have been A.)