When you delete a project through Project Tab > Edit Project, the project is only marked as deleted. All of the data associated with the project remains in the database for another 30 days unless an Administrator permanently deletes the project before then.
A project that has been marked as deleted may be retrieved through Administration => Tools > Deleted Projects.