Scatterplots show correlations between raw data, but they are relatively difficult to see and understand. Use scatterplots only with specialized audiences. Otherwise, you may confuse your audience.
Typically, a point on a scatterplot represents thousands of cases. A scatterplot is useful to show how citizens vote during an election.