This report and accompanying interactive data tool provide a unique perspective on young adults ages 18-24 who are out of work, focusing on those in mid to large cities and counties. The authors use cluster analysis to segment out-of-work young adults into groups likely to benefit from similar types of employment and education-related assistance, based on factors such as educational attainment, work history, school enrollment, disability, English language proficiency, and family status. Through the cluster analysis, they identify five groups of out-of-work young adults, and then introduce fictionalized personas as examples of people in each of the groups. Lastly, the report provides recommendations for state, local, civic, and institutional leaders to help more young people successfully navigate the transition into the labor market.