The document discusses different types of graphs including bar/column graphs, line graphs, pie charts, and scatter plots. It provides examples of when each type of graph is most useful based on the type of data being displayed, such as trends over time, comparisons, or proportions. Guidelines are also provided for properly constructing and interpreting different graph types to effectively convey data visually.