The scatter plot in the image shows a positive association. This is because the data points appear to form an upward trend: as the values on the x-axis increase, the values on the y-axis also increase. This is characteristic of a positive correlation.

So the correct answer is:

• A positive association

Would you like a more detailed explanation, or do you have any other questions?
Here are 5 related questions you could explore:

1. What does a negative association in a scatter plot look like?
2. How can we calculate the correlation coefficient for a scatter plot?
3. What is the difference between correlation and causation?
4. What is meant by "no association" in a scatter plot?
5. How do outliers affect the correlation in a scatter plot?

Tip: Positive association means that both variables move in the same direction, while negative association means they move in opposite directions.