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COVID-19 related policies were extensively politicized during the 2020election year of the United States, resulting in polarizing viewpoints. Twitterusers were particularly engaged during the 2020 election year. Here weinvestigated whether COVID-19 related tweets were associated with the overallelection results at the state level during the period leading up to theelection day. We observed weak correlations between the average sentiment ofCOVID-19 related tweets and popular votes in two-week intervals, and the trendsgradually become opposite. We then compared the average sentiments of COVID-19related tweets between states called in favor of Republican (red states) orDemocratic parties (blue states). We found that at the beginning of lockdownssentiments in the blue states were much more positive than those in the redstates. However, sentiments in the red states gradually become more positiveduring the summer of 2020 and persisted until the election day.

Shifting Trends of COVID-19 Tweet Sentiment with Respect to Voting Preferences in the 2020 Election Year of the United States