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In this video, we learn how to annotate events in a line chart using DAX. This allows us to add notes to specific days or months in the chart to provide additional information for decision-makers. By adding annotations, we can help explain why certain sales spikes or slumps occurred. The process is straightforward, using the built-in visual library without the need for custom visuals.