Question

the line
(select)
is
is not
(select)
the best fit because
(select)

Explanation:

Step1: Understand the concept of best - fit line

A best - fit line (also known as a regression line) is a straight line that best represents the data on a scatter plot. It should be as close as possible to most of the data points, minimizing the distance between the line and the points.

Step2: Analyze the given line

Looking at the line in the graph, we can see that it does not pass through or near most of the data points in a way that minimizes the overall distance from the line to the points. For example, some points are far above the line and some are far below, and there is no clear pattern of the line being the closest to all points on average.

Answer:

The line is not the best fit because it does not pass through or near most of the data points in a way that minimizes the distance between the line and the data points.