Recognizing Bot Activity in Collaborative Software Development

Using popular open source projects on GitHub, we provide evidence that bots are regularly among the most active contributors, even though GitHub does not explicitly acknowledge their presence. This poses a problem for techniques that analyze human contributor activity.