This report is intended primarily for business people who are tasked with understanding, interpreting, and acting on social data—executives, strategic planners, social strategists, and marketers. It will outline the key challenges of social data, propose a value-based framework for social analytics, and recommend clear and pragmatic steps that companies engaged in social media must follow [...]