In conjunction with the field study presented in the publication Interruption and Pausing of Public Display Games, I developed a Python-based tool for the scientific analysis of video data. This tool supports annotating user behavior in overlapping video material from 2 separate cameras. It can display up to four videos synchronously (e.g., depth video and simultaneous screen capture).