SNMDat2.0

Citation Author(s):
Ke
Wu
Submitted by:
Ke Wu
Last updated:
Tue, 04/01/2025 - 22:16
DOI:
10.21227/6x3g-0v11
License:
Creative Commons Attribution
5 Views
Categories:
Artificial Intelligence
Machine Learning
Security
Social Sciences
Keywords:
Social Bots, genuine humans, social network
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Abstract 

SNMDat2.0 is a comprehensive multimodal dataset, expanded from the unimodal TwiBot-20, designed for Twitter social bot detection. Specifically, we add 274587 profile images and profile background images, 86498 tweet images and 49549 tweet videos based on the original 229580 twitter users, 227979 follow relationships and 33488192 tweet text.

Instructions: 

edge_index.pt : social relationship index

edge_type.pt : social relationship type

label.pt : social user label

cat_properties_tensor.pt : user categorical property

num_properties_tensor.pt : user numerical property

tweets_tensor.pt : user tweet semantic

des_tensor.pt : user description semantic 

user_feature_bg_new.pt: user background semantic

user_feature_avatar_new.pt : user avatar semantic

user_video_feature.pt : user tweet video semantic

user_photo_feature.pt : user tweet image semantic

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