Format ==================== 1. Profile image features from Face++ and Microsoft Oxford API This is in JSON format. One user per line (there is an anonymized user_id for each user). We provide profile images from Facebook, Twitter, Instagram, About.me, LinkedIn and Flickr. For each image, there are following features: Features from Microsoft Oxford API ------ accent_color age background_color face_height face_num face_width foreground_color gender img_height img_width is_bw obj1 obj1_val obj2 obj2_val obj3 obj3_val Features from Face++ ------ plus_age plus_age_val plus_face_num plus_gender plus_glasses plus_pitch_angle plus_race plus_roll_angle plus_smile_val plus_yaw_angle 2. Profile image deep learning features Format: img_id | 1000 Object features | 4096 Deep learning features (img_id = user_id + '_SN-Name') (e.g, '123_facebook' is the deep learning feature of user 123's Facebook profile image)