Detecting Social Content in News Images of Politically Polarizing Events: A Machine Learning Approach

Online images are a rich but complex record of social behavior. Using machine learning tools, we examined the content of over 23,000 images published in more than 50 news sources during the aftermath of a high-profile police shooting. Analyses indicate reliable image classification and differences in reporting among sources.