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Data Bars are a visual representation used in data analysis to provide quick insights into numerical values. They typically display a bar that represents the magnitude of the data in a given value, allowing users to easily compare and interpret information at a glance. Data Bars are often utilized in spreadsheets and dashboards to enhance reports and visualizations, making it easier to identify trends, patterns, and outliers in data sets.