This study is the first to analyze daily fantasy sports playing trends over time using actual player data. The most involved players showed increasing playing trends over time. Less involved players showed decreasing engagement. Among all players, playing trends were seasonal – there was more engagement during National Football League seasons and less engagement during off-seasons. Models of exposure and adaptation help to explain the observed trends of daily fantasy sports.