The number of targets in the 4,077 tweets to be annotated originally amounted to 12,874.
firstly we adopt the context-based approach by Vo and Zhang (2015), which divides each tweet into three parts (left context, target and right context), and where the sentiment towards a target entity results from the interaction between its left and right contexts.