Choosing the Right Visualization Different types of data require different types of graphical displays. Considering a dataset with both qualitative and quantitative variables, which tabular and graphical displays would you choose to summarize the data, and why? Provide examples of when it might be appropriate to use a bar chart, pie chart, or scatter plot, and explain your reasoning.