Abstract: Embodiments of the systems, methods, and computer readable medium devices disclosed herein provide a sentiment analysis system that can determine sentiment from an input of a user received from a device. Once the input is received, parsing and analysis can be performed to determine a particular sentiment corresponding to the input. The system can determine an overall sentiment of some or all of the users or viewers watching a particular video stream, such as a live video stream. The determined overall sentiment can represent a metric indicating what users generally feel about a portion of the video stream, and the system can use the determination to cause modification of the video stream or a future video stream to enhance the user experience.