Analyzing Employee Training and Productivity Scatter Plot

Very Hard Data Interpretation Analyzing Graphs

The following scatter plot illustrates the relationship between the number of hours per week that employees train (X-axis) and their productivity scores (Y-axis) on a scale of 1 to 100. The data points represent five employees: Employee A, Employee B, Employee C, Employee D, and Employee E.

As depicted in the scatter plot, a trend is visible where employees training for different amounts of time are plotted against their corresponding productivity scores:

Employee A: (5 hours, 60)
Employee B: (10 hours, 70)
Employee C: (15 hours, 85)
Employee D: (20 hours, 90)
Employee E: (25 hours, 95)

Based on the visual data and patterns observed, which of the following statements is the most accurate?

The productivity score consistently increases with more training hours.

There is a negative correlation between training hours and productivity scores.

A plateau in productivity scores is observed after 15 hours of training.

Employee D has the highest productivity score, but not the maximum training hours.

Hint

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