"In reality," says mathematician John Allen Paulos, "the most astonishingly incredible coincidence imaginable would be the complete absence of all coincidences."
For a job like president, the circumstances are almost always ongoing a crisis or political anomaly. I imagine re-elected incumbents also had to face exceptional political circumstances, just were able to navigate through them with luck and skill.