The main source for education data in the United States is the National Center for Education Statistics (NCES). They provide quick facts and stats as well as data that can be analyzed and downloaded.
Access survey data over time on topics such as economic well-being, education, health, and family. Available for cohorts starting in 1979 and 1997, followed to the present.
