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AI Features

Consistency

Explore the importance of maintaining consistent axes in multiple data visualizations to avoid misleading interpretations. This lesson helps you understand how aligning axes across charts can improve accuracy and credibility in data storytelling, enabling you to make effective side-by-side comparisons.

Consistency can be enforced in data visualizations in several different ways to ensure data is being presented accurately—particularly data that is being compared side by side or in succession. If data visualizations lack consistency when being compared or presented, viewers can assume an incorrect narrative stemming from the data and this can impact the credibility of the data scientist.

In this lesson, we'll look ...