Based on the provided image, it is clear that most of the data points do not lie directly on the regression line, but many are scattered near the line.

Correct Answer:

C. The statement is true. The majority of the data points lie near but not on the regression line.

Let me know if you'd like further explanation or have any additional questions.

Related Questions:

1. What does the regression line represent in a scatter plot like this?
2. How can we measure the strength of the relationship in a scatter plot?
3. What is the significance of outliers in this graph, if any?
4. How can we compute the correlation coefficient for this dataset?
5. What are some factors that could cause the points to deviate from the regression line?

Tip:

When analyzing scatter plots, always check for the trend and how closely the data points cluster around the regression line—it helps identify the strength of the relationship!