There are several types of graphs that can be created in Excel, each suited to displaying different types of data. Bar graphs and line graphs are commonly used to show changes in numerical data over time or between categories. Scatter plots show trends in large data sets, while pie charts represent percentages and are used to show how parts of a whole are divided.