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YouNICon: YouTube's CommuNIty of Conspiracy Videos

Authors: Shao Yi Liaw; Fan Huang; Fabricio Benevenuto; Haewoon Kwak; Jisun An;

YouNICon: YouTube's CommuNIty of Conspiracy Videos

Abstract

this repository contains 7 files. all_videos.csv: contains all videos with the metadata comments_anon.csv: contains comment id, video id, anonymised author id of the comment, Perspective API scores of the comment text. (note: the actual comment text and author id has been removed in this dataset, rehydration using the YouTube Data API is required if the actual comment is needed) conspiracy_label.csv: contains video id and the label if the video contains conspiracy. Keywords_List.csv: contains the keywords used for topic inference. train_final.csv: training set for the model val_final.csv: validation set for the model test_final.csv: test set for the model

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
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