This activity is important because data analysis through exploration is an essential process. Through this step, marketers become detectives exploring and identifying data patterns. Exploratory data analysis provides a summary of the main characteristics within the data. A company is interested in knowing which regions are producing the most revenue. Understanding this will allow them to make changes to digital advertising campaigns to focus on underperforming areas.