In some examples, a computing device initiates playback of media content on a display device. The computing device receives one or more images from a camera having a field of view that includes one or more viewers of the display device. The computing device may analyze at least one of the images and determine, based on the analysis, a micro-expression being expressed by at least one of the viewers. The computing device may determine a sentiment based on the micro-expression. A timestamp derived from the one or more images may be associated with the sentiment and sent to a server to create a sentiment map of the media content. If the sentiment matches a pre-specified sentiment then the computing device may skip playback of a remainder of a current portion of the media content that is being displayed and initiate playback of a next portion of the media content.