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In this Matplotlib tutorial, we will learn how to insert annotations in a graph. Annotations are notes or comments added to a graph. The example demonstrates how to add an annotation in a Python script by populating data points and graphing them. The tutorial shows how to insert an annotation pointing to the minimum value in the graph, specifying it as the first bar.