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In this tutorial, Ryan explains the basics of setting up a graph using aggregation and roll-ups in DataDog. The visualization used is a time series with the metric being system CPU user. By adding tags, data can be aggregated into groups, such as by cloud provider. This allows for more insightful analysis, as different aggregation methods, like average or max, can be used to display data for each tag group, such as Amazon Web Services or Google Cloud Platform.