Hitler and Stalin were unimaginable in the 19th century. What was new in the 20th? Democracy. If you add a mystery chemical to a fish tank and the fish start dying, it could be a coincidence. On the other hand, maybe the chemical is fish poison. Occam would want you to consider the possibility.