The line of best fit has been incorrectly placed because it should be as close to, or going through all the points, ignoring any anomalies or outliers. this line of best fit is below where the majority of the points are, possibly in an attempt to include all the points, however you need to ignore any anomalous points such as the 7th result, and move the line up so it is as close to the other points as possible.