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Instagram

Citation Author(s):
feihu che
Submitted by:
Feihu Che
Last updated:
DOI:
10.21227/ttpk-ra24
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Abstract

This dataset comprises a social media network structure where user accounts function as nodes and follower relationships constitute edges. The initial dataset is from [1], and the work adds the graph structure information through Instagram's public API. The main objective is distinguish between commercial and regular user accounts.

[1]Seungbae Kim, Jyun-Yu Jiang, Masaki Nakada, Jinyoung Han, and Wei Wang. 2020. Multimodal post attentive proffling for inffuencer marketing. In WWW’20. 2878–2884.
[2]X. Huang, K. Han, Y. Yang, D. Bao, Q. Tao, Z. Chai, and Q. Zhu,“Can gnn be good adapter for llms?” in Proceedings of the ACM on Web Conference 2024, 2024, pp. 893–904.

Instructions:

The dataset has 11339 nodes, 144010 edges, and the train, valid, test ratios are 0.1, 0.1, 0.8, respectively. There are two classes in the dataset.

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