The Data Justice Academy is an immersive residential experience for undergraduate students from groups historically underrepresented in data science. The summer program welcomes a cohort of students to the University of Virginia to participate in nine weeks of mentored research, technical skills training, and professional development. Hosted by UVA's School of Data Science, in collaboration with The Equity Center, the 2022 Data Justice Academy is made possible by support from program sponsors Capital One, Deloitte AI Institute for Government, and Oracle for Research.