Abstract: 【Purpose/significance】this paper crawls the microblog related to the "Sino-US trade war" event, aiming to clari⁃
fy the relationship between the emotional characteristics and communication power of microblogs on different themes in the
event, which is helpful to control and guide the public opinion.【Method/process】Firstly, we extract the topic of microblog
data, classify the data into different emotion and calculate the emotional intensity, then we study distribution of emotion
types，and discuss the relationship between the emotional types and the emotional intensity and the communication power
of each topic.【Results/conclusion】The results show that: ①The analysis of the proportion and intensity of emotions of dif⁃
ferent themes can effectively identify the themes and emotions with potential risks. ②The analysis of the relationship be⁃
tween high proportion and high intensity of emotion and communication power in different themes can provide reference for
formulating emotion guidance strategies.