A bar graph is a type of chart that displays data using rectangular bars. Each bar represents a category or group, and its height indicates the value or frequency of that category within the dataset. Bar graphs are useful for comparing values across different categories and can be used to display both numerical and non-numerical data. They are commonly used in statistics, business, science, and other fields where data analysis is important.