The game is comprised of collecting matching cards and making runs of the same suit.
The ease of the game most likely has to do with its popularity. Sometimes the game is dominoes, sometimes the game is poker, but often the game is Gin or more officially known as Gin Rummy. It is often a trend in movies and TV shows to have people playing games.