  The popularity of computer games is remarkably high and is still growing
every year. Despite this popularity and the economical importance of gaming,
research in game design, or to be more precise, of game mechanics that can be
used to improve the enjoyment of a game, is still scarce. In this paper, we
analyze Fortnite, one of the currently most successful games, and observe how
players play the game. We investigate what makes playing the game enjoyable by
analyzing video streams of experienced players from game streaming platforms
and by conducting a user study with players who are new to the game. We
formulate four hypotheses about how game mechanics influence the way players
interact with the game and how it influences player enjoyment. We present
differences in player behavior between experienced players and beginners and
discuss how game mechanics could be used to improve the enjoyment for
beginners. In addition, we describe our approach to analyze games without
access to game-internal data by using a toolchain which automatically extracts
game information from video streams.
