Lyle Ungar University of Pennsylvania Measuring Psychological Traits using Social Media The words and images people post on social media such as Twitter and Facebook provide a rich, if imperfect, view of who they are and what they care about. We analyze tens of millions of Facebook posts and tens of billions of tweets to study variation in language use with age, gender, personality, and mental and physical well-being. Word clouds visually illustrate the big five personality traits (e.g., ""What is it like to be neurotic?""), while correlations between language use and county-level health data suggest connections between health and happiness, including potential psychological causes of heart disease. Similar analyses are increasingly being used for applications ranging from job candidate screening to targeted marketing.