Yes, extrapolating back like the for the relatively short period of a solar cycle sounds really amateurish...IF that is what they did.
Well maybe they used some other techniques that weren’t specified here. In any case, the sun can and has made occasional burbs, but still remains a more stable star than most in the universe.