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The video tutorial from the Statistics Learning Center discusses the importance of graphical representation of data. Dr. Nick explains seven different types of graphs and when to use them. Graphs help visualize patterns and distribution in large data sets compared to tables. Pictographs, the simplest form of graph, involve lining up objects to represent characteristics, like types of fruits students bring for a class fruit salad.