It is now time to visualize how the cash flows evolved over time, and how the different geographic areas performed. The two pieces of information combined will let us understand if that outlier is part of an organic trend, or an isolated point that should be held as responsible for the observed profit drop.

We are going to leverage one main instrument here, that is, the scatterplot.