As an expert data scientist, you have been hired by the Mayor of Tempe to conduct a study and make recommendations on ways to reduce traffic injuries in the city. You will use the crash data from the cityโ€™s open data portal and your data wrangling skills to look for patterns that help us understand the causes of traffic accidents in the city, and might suggest some ways to reduce injuries and fatalities.

Consider the following questions: