One statement that I make often and emphasize repeatedly in my work is that when it comes to explanatory analysis, we should never simply show data; rather, we should make data a pivotal point in an overarching narrative or story. Today, I’ll take you through an example that illustrates this transition from showing data to using data to answer a question in a way that leads to new insight.