In my area the start dates not only vary by school districts, but in some districts different schools or different groups at one school start on different dates. The latter is when there are too many students for the number of classrooms and they have 3 or 4 "cycles" of students year-round -- which also means teachers change classrooms.
My local school district starts the first Thursday of September.