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Answer :
Final answer:
A scatter plot diagram in this context is plotted with price on the horizontal (x-axis) as the independent variable, and overall score on the vertical (y-axis) as the dependent variable. Each dot represents a data point, and the arrangement of dots denotes the possible relationship between the two variables. Linear regression comes into play if the data points form a sort of straight line.
Explanation:
When constructing a scatter diagram with price as the independent variable, you would plot the price on the horizontal axis and the dependent variable (e.g., overall score) on the vertical axis. Each circle or dot on the scatter plot represents a specific data point. The pattern of these data points reveals the potential relationship between the two variables. If the pattern forms a roughly straight line, it may indicate that the variables have a linear correlation. This could make them good candidates for a linear regression analysis.
The term 'independent variable' is typically associated with the x-axis (horizontal) while the 'dependent variable' is associated with the y-axis (vertical). In this scenario, the x-axis, or independent variable, is price due to its ability to change freely, whereas the overall score depends on this price, making it the dependent variable plotted along the y-axis.
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