SURGE: An Event-Centric Social Media Sentiment Time Series Benchmark with Interaction Structure

Chen Su, Pengsen Cheng, Yuanhe Tian +1

Public events on social media generate large volumes of discussion whose collective dynamics carry direct value for opinion forecasting and crisis response. Capturing how these dyn…