This is a talk on machine learning, emotional data, and how design affects behavior, specifically around online harassment. Can design and data affect behavior, and mitigate online harassment? The talk will cover two topics- the possibility of creating emotional data corpuses in machine learning, and using machine learning along with users in social media platforms to create transparent, open systems that focus on emotions and conversations.