A graphical representation of a categorical data set in which a rectangle or bar is drawn over each category or class. The length of each bar represents the frequency or percentage of observations contained in a category. The bars may be vertical or horizontal. The bars may all be the same color or they may be different colors depicting different categories. Additionally, multiple variables can be graphed on the same bar chart.