Spline graphs are line graphs where the line has been smoothed. The smoothing is useful for showing that the relationship between x and y is smooth, and not jagged as the points might suggest.
When To Use a Spline Graph
Use a spline graph to show the relationship between two numeric variables. Line graphs and spline graphs can be used in similar situations.
Use regression to quantify the relationship between variables.