The goal of this project was to collect YouTube videos for carefully selected events. The videos were manually collected and verified to be relevant to the specific events. The collection together with short description included with each video can later be used to automate the process of collecting videos pertaining to past disasters. We hope that the sample video collection presented here can help build a successful model relating metadata with relevance of video.