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Twitter Fake News Dataset Processed for Multivariate Hawkes Processes Modeling

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DataCite Commons2023-07-06 更新2025-04-16 收录
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Title: Twitter Fake News Dataset Processed for Multivariate Hawkes Processes Modeling This dataset is about the fake news story "Head of Pfizer Research: Covid Vaccine is Female Sterilization" which is propagated on Twitter in December 2020.The dataset is collected through Twitter API v2 and processed for modeling using Multivariate Hawkes Point Processes, which is used for investigating the influence between tweet types and user stances toward the fake news story within the Twitter user networks. It contains two files:1) One for processed tweet data, which contains tweet id, tweet text, standardized tweet posting time, tweet type, influence connection and labeled user stance towards the fake news story.2) The other is the extracted sample for checking the labeling result on the tweet stance from two annotators.

提供机构:
IEEE DataPort
创建时间:
2023-07-06
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