I wouldn't go that far, but worth reading - uses Snopes as dataset for identified rumors (not exhaustive but a good source)https://twitter.com/DegenRolf/status/831883217103896576 …
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not my paper but i think that's way too categorical. they state the limitations.
Not the key limitation: the rumor analysis is done from text. It won't work, even on Twitter.
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