A system and method to perform context aware sentiment analysis on a project that includes two or more aspects are described. The method includes identifying one or more inputs related to the project. The method also includes decomposing each of the one or more inputs, based on a content of the one or more comments, into at least one of the two or more aspects to generate one or more comment-aspect sets, each of the two or more aspects representing a context within the project, extracting opinions from each of the comment-aspect sets, and generating a disruptive argument based on the opinions.
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