A scatter plot displays the relationship between employee tenure (years on the job, X-axis) and annual performance rating (scale of 1-5, Y-axis) for 100 employees. The plot shows points broadly distributed, with no clear upward or downward trend, and the points are spread relatively evenly across the entire range of both axes. Which of the following statements is best supported by the data?
✓ Correct Answer: Option D
A broad distribution with no clear trend indicates no strong linear correlation. Options A, B, and C describe specific relationships not supported by scattered, evenly distributed points.