The real world sometimes intrudes into the world of storytelling. That's okay, though. Storytellers have got a fix for that. Several fixes, actually. This is usually known as "[[BlatantLies artistic license]]".
Here are some of the methods used to massage factual events into ... something interesting.
This list should go from most-factual to most-fanciful.