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Ryan from Technical Solution Tear explains how to set up a graph using aggregation and roll-ups in this tutorial. Using a time series visualization, the metric being graphed is system CPU user. By adding tags to aggregate data into groups, insights can be gained into diverse cloud infrastructure. For example, tags can be used to group data by cloud provider, such as Amazon Web Services or Google Cloud Platform. The graph can display values like average or max, providing a better understanding of CPU usage across different providers.