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English Information

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Authors
# Name
1 Isabella Carmo(isabellalcarmo@aluno.puc-rio.br)
2 André L. C. Rêgo(andrerego@aluno.puc-rio.br)
3 Mariana Barreto(marianabarreto@aluno.puc-rio.br)
4 Marina Schuler(marina schuler@aluno.puc-rio.br)
5 Alexandre Heine(aheine@inf.puc-rio.br)
6 Marcos Villas(villas@inf.puc-rio.br)
7 Sérgio Lifschitz(sergio@inf.puc-rio.br)

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Reference
# Reference
1 Blondel, V. D., Guillaume, J.-L., Lambiotte, R., and Lefebvre, E. (2008). Fast unfolding of communities in large networks. Journal of statistical mechanics: theory and experiment, 2008(10):P10008.
2 Chauhan, U. and Shah, A. (2021). Topic modeling using latent dirichlet allocation: A survey. ACM Comput. Surv., 54(7).
3 Cherepnalkoski, D. and Mozetic, I. (2015). A retweet network analysis of the european parliament. In Procs. 11th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), pages 350–357.
4 Devlin, J., Chang, M.-W., Lee, K., and Toutanova, K. (2019). Bert: Pre-training of deep bidirectional transformers for language understanding.
5 Gargiulo, F., Cafiero, F., Guille-Escuret, P., Seror, V., and Ward, J. K. (2020). Asymmetric participation of defenders and critics of vaccines to debates on french-speaking twitter. Scientific reports, 10(1):1–12.
6 Grootendorst, M. (2022). Bertopic: Neural topic modeling with a class-based tf-idf procedure.
7 Heine, A., Coutinho, B., Barreto, M., Xavier, N., Villas, M., Ituassu, A., and Lifschitz, S. (2021). Análise de dados para comunicação polı́tica a partir de um sistema de coleta de tweets. In Anais Estendidos do XXXVI Simpósio Brasileiro de Bancos de Dados, pages 49–55, Porto Alegre, RS, Brasil. SBC.
8 Novak, P. K., Amicis, L. D., and Mozetič, I. (2018). Impact investing market on twitter: influential users and communities. Applied network science, 3(1):1–20.
9 Page, L., Brin, S., Motwani, R., and Winograd, T. (1999). The pagerank citation ranking: Bringing order to the web. Technical Report 1999-66, Stanford InfoLab. Previous number = SIDL-WP-1999-0120.
10 Reimers, N. and Gurevych, I. (2019). Sentence-bert: Sentence embeddings using siamese bert-networks.
11 Verjovsky, M., Barreto, M. P., Carmo, I., Coutinho, B., Thomer, L., Lifschitz, S., and Jurberg, C. (2023). Political quarrel overshadows vaccination advocacy: How the vaccine debate on brazilian twitter was framed by anti-vaxxers during bolsonaro government.