Echo-chambers and Idea Labs: Communication Styles on Twitter

Aleksandra Sorokovikova, Michael Becker, Ivan P. Yamshchikov
3/28/2024
cs.SIcs.CL

No confident code implementation found for this paper.

Abstract

This paper investigates the communication styles and structures of Twitter (X) communities within the vaccination context. While mainstream research primarily focuses on the echo-chamber phenomenon, wherein certain ideas are reinforced and participants are isolated from opposing opinions, this study reveals the presence of diverse communication styles across various communities. In addition to the communities exhibiting echo-chamber behavior, this research uncovers communities with distinct communication patterns. By shedding light on the nuanced nature of communication within social networks, this study emphasizes the significance of understanding the diversity of perspectives within online communities.

View on arXivView PDF

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. Any repos shown below are weak matches — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Similar Papers

Inside the echo chamber: Linguistic underpinnings of misinformation on Twitter

83% match1 repo2024

DISHONEST: Dissecting misInformation Spread using Homogeneous sOcial NEtworks and Semantic Topic classification

82% match2024

Quantifying the Echo Chamber Effect: An Embedding Distance-based Approach

80% match1 repo82023

Involvement drives complexity of language in online debates

79% match2025

Reading Between the Tweets: Deciphering Ideological Stances of Interconnected Mixed-Ideology Communities

79% match1 repo2024

From Public Square to Echo Chamber: The Fragmentation of Online Discourse

77% match2025

Cite this paper

@article{sorokovikova2024echochambers,
  title  = {Echo-chambers and Idea Labs: Communication Styles on Twitter},
  author = {Aleksandra Sorokovikova and Michael Becker and Ivan P. Yamshchikov},
  year   = {2024},
  eprint = {2403.19423},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2403.19423v1}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/2403.19423.svg)](https://codeofpaper.com/paper/2403.19423)

Discussion