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This isn't totally public because you have to have an approved app, but Twitter just released an endpoint that provides the COVID-19 firehose: all tweets matching this list https://developer.twitter.com/en/docs/labs/covid19-stream/filtering-rules can be streamed live: https://blog.twitter.com/developer/en_us/topics/tools/2020/covid19_public_conversation_data.html
Since the data is live streamed, the dataset is not complete yet - but i imagine it might be useful to collect the tweet IDs as a dataset for this project too! Social media posts would also make a good addition.
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