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 bar may all be the same color or they may be different colors depicting different categories. Additionally multiple variables can be graphed on the ame bar chart.