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In this video tutorial, the speaker discusses annotating events in a line chart using decks. Annotating events involves adding notes to the chart to provide additional information about specific days or months. This can help decision-makers understand why certain sales spikes or slumps occurred. The process is not difficult and can be done using the built-in visual library, without the need for a custom visual.