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In this tutorial, Ryan explains how to set up a graph using aggregation and roll-ups. The visualization is a time series graph, focusing on the system CPU user metric. Initially, the graph displays the average value of system CPU user across the entire environment, which lacks insight into the diverse cloud infrastructure. By adding tags, data can be aggregated into groups based on criteria such as cloud provider. This allows for a more detailed analysis, with examples including Amazon Web Services, Google Cloud Platform, and Azure. The tutorial also demonstrates how to change the aggregation method, such as using the max value instead of the average.