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Results of a sentiment analysis of ~70k Reddit posts/comments and 9.5 million Tweets that were classified with a fine-tuned DistilRoBERTa model. These data focus on discussion of COVID-19 vaccine are were collected from Jan 1, 2020 to March 1, 2022.