We quantitatively measure the Chinese stock market's reaction to the COVID-19 sentiments. Using 6.3 million textual data from both Official News media and Sina Weibo, we develop two COVID-19 sentiment indexes which capture the moods related to COVID-19. Our sentiments are real-time...