Oakland Unified School District (OUSD) has an excellent data portal with demographic information on public school students, their families, and their neighborhoods. It's not an exact overlap with OPL's service area, but OUSD's service area aligns closely. In particular, we reviewed their Strategic Regional Analysis and Fast Facts for insights into Oakland's population.

We used data from the school district and other sources to inform the findings in our Objectives.