This bar chart represents the number of shootings in different U.S. states. The height of each bar on the chart corresponds to the number of shootings in a particular state. California (CA) has the highest number of shootings, while Rhode Island (RI) has the lowest number of shootings. The code uses the value_counts method to count the occurrences of each state in the dataset and then plots this information in the form of a bar chart for visualization.
The pie chart: “With Signs of Mental Illness” and “Without Signs of Mental Illness.” The pie chart visually represents the distribution of shootings in the dataset, making it clear that a minority of shootings have signs of mental illness (20.9%) while the majority do not (79.1%). This visualization provides a quick and easy way to understand the prevalence of mental illness signs in the context of these shootings.