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The image shows a scatter plot with points spread across all four quadrants, meaning there isn't a clear upward or downward linear trend. The question is likely asking for the correlation coefficient, which measures the strength and direction of a linear relationship between two variables.

Based on the scatter plot:

- The points are fairly scattered without a clear positive or negative linear trend. This suggests that the correlation is weak.
- Some clustering near the origin (0,0) and spread in different directions supports this interpretation.
- Given the choices, the correlation should be close to 0, as there is no strong linear relationship.

The closest value indicating weak correlation in the options is **0.12 (choice c)**. This reflects a very weak positive relationship.

Would you like further details or have any other questions? Here are some related questions to explore:

1. What does a correlation coefficient close to 1 or -1 indicate?
2. How does outlier data affect the correlation coefficient?
3. Can correlation exist without causation?
4. How is the correlation coefficient calculated mathematically?
5. What are some limitations of using scatter plots for correlation?

**Tip**: A correlation coefficient of 0 suggests no linear relationship, but there could still be a non-linear relationship!

Determine the correlation coefficient from the given scatter plot.

Learn how to interpret scatter plots and calculate the correlation coefficient. This problem uses statistical concepts to determine the strength of a linear relationship, suitable for students in Grades 10-12.

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