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Line of best fit
A straight line drawn through the middle of a scatter plot so that points are (roughly) evenly distributed above and below it, used to model and predict relationships.
Scatter diagram
A graph of paired (bivariate) data points plotted on an $x$-$y$ plane to investigate the relationship between two variables.