I have a YouTube Live Event. I am able to play the video using the YouTube IFrame Player API. I want to know if there is any way that I can find if the video is a Live event
The only way you can do this (currently) is with youtube backend api.
Get data about the video based on its id and in the response you have a property snippet.liveBroadcastContent which is either live, none, or upcoming.