Why do FPS affect the quality and image size of a video?

Hello friends of photography and videography, I'm a complete noob when it comes to photography, but I just saw an interesting video of two guys filming themselves shooting at raw eggs. After each shot, they changed the FPS and then showed the results. You could clearly see the difference between the different settings, BUT the…