The provided dataset includes movie titles and links, that allows to gather online metadata and trailers. We do not provide the video files because of copyright restrictions. Examples are collected based on movie lists from a major international airline, i.e., KLM Royal Dutch Airlines. The final list of movies is a merged set of movies collected between February and April 2015. The video dataset contains both positive and negative samples, carefully sampled in order to create fair and representative positive and negative class. The data is also split into a trainingset and a testset. In order to collect user judgments, we used an existing system that has been built for the purpose of collecting user feedback of this sort.