1. A method for automated analysis of multimedia data, comprising: receiving multimedia data; receiving user inputted query for a specified content feature; analyzing the multimedia data and identifying multimedia data portions having the specified content features in response to receiving the user inputted query; and responsively outputting a collection of identified multimedia data portions; wherein the analyzing of the multimedia data comprises identifying at least one of action scene and low motion scene based on a combined audio and video data analysis; wherein the audio data analysis comprises an analysis of audio level; and wherein the video data analysis comprises an analysis of video features generated during an encoding process.