While there are some elements that might feel realistic or relatable, the author, Daniel Handler (who writes under the pseudonym Lemony Snicket), has confirmed that the events and characters are entirely fictional.
The stories themselves are a darkly humorous commentary on misfortune, family dynamics, and the absurdity of life. They use real-world themes and situations as inspiration, but the specific plot points and characters are imagined.