The Dispersal was the work of the Roman and Persian Empires. When Muslims did appear, the land was sparsely-populated at best.
Stop trying to create a Muslim/Arab/Palestinian "original sin".
Muslims didn't cause the Dispersal and Palestinians aren't responsible for the Holocaust.