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Standard Dataset

MGTAB

Citation Author(s):
Shuhao Shi
Submitted by:
Chao Meng
Last updated:
DOI:
10.21227/3q8z-es95
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Abstract

https://github.com/GraphDetec/MGTAB

MGTAB is the first standardized graph-based benchmark for stance and bot detection. MGTAB contains 10,199 expert-annotated users and 7 types of relationships, ensuring high-quality annotation and diversified relations.

The components in the datasets:

  • follower: user A is followed by user B.
  • friend: user A follows user B.
  • mention: user A mentions user B in tweets.
  • reply: user A replies to tweet of user B.
  • quoted: user A quotes tweet of user B.
  • URL: user A and user B have the same URL.
  • Hashtag: user A and user B have the same hashtag.

Instructions:

MGTAB is the first standardized graph-based benchmark for stance and bot detection. MGTAB contains 10,199 expert-annotated users and 7 types of relationships, ensuring high-quality annotation and diversified relations.

The components in the datasets:

  • follower: user A is followed by user B.
  • friend: user A follows user B.
  • mention: user A mentions user B in tweets.
  • reply: user A replies to tweet of user B.
  • quoted: user A quotes tweet of user B.
  • URL: user A and user B have the same URL.
  • Hashtag: user A and user B have the same hashtag.

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