How to apply face recognition API technology to data journalism with R and python

The Microsoft Emotion API is based on state of the art research from Microsoft Research in computer vision and is based on a Deep Convolutional Neural Network model trained to classify the facial expressions of people in videos and images. This is an attempt to explain how to apply the API for data-driven reporting. Let's be honest, the last and final debate was depressing. The negativity, the personal allegations, and Trump's Belzebub-like facial expressions made it difficult to stay up to 3:30am and watch this combat with my American wife, which resembled an old feisty couple close to divorce. However, the debate was a gold mine for computer assisted reporting. One of the APIs I recently stumbled across when talking to the research lab from Microsoft is a neat emotion video API.