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Polarisation

Snurb — Saturday 18 October 2025 10:14

Visibility and Attention towards Candidates in the 2024 São Paulo Mayoral Election

Politics | Elections | Polarisation | Social Media | AoIR 2025 | Liveblog |

The next speaker in this session at the AoIR 2025 conference is the great Bruna Paroni, whose focus is on visual political communication on Instagram during Brazil’s 2024 local elections. These took place two years after the deeply polarising presidential elections, and the subsequent Bolsonarist coup attempt; the focus of the present study is especially on how these elections unfolded in São Paulo with its population of nine million registered voters.

In preparation, the Brazilian Electoral Court had made arrangements with several major platform providers to safeguard the elections, and indeed this led one mayoral candidate to be suspended several …

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Snurb — Saturday 18 October 2025 10:13

Patterns in Instagram Posts by Brazilian Congresswomen about Anti-Abortion Laws

Politics | Government | Polarisation | Social Media | AoIR 2025 | Liveblog |

The next speaker in this session at the AoIR 2025 conference is Camilla Tavares, whose focus is on the posts of Brazilian congresswomen who spoke out on Instagram about a proposed constitutional amendment that sought to prohibit legal abortion. Brazil has historically had a high level of gender inequality in parliamentary representation; even though it elected a record number of female representatives in the past election, still only 91 of 513 representatives in the federal parliament are female, and a substantial number of them hold highly conservative positions.

A proposed constitutional amendment in 2024 sought to establish a right to …

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Snurb — Saturday 18 October 2025 10:12

Themes in Pro-Bolsonaro Facebook Posts before the 8 January 2022 Coup Attempt

Politics | Elections | Polarisation | Social Media | Facebook | AoIR 2025 | Liveblog |

The second presenter in this session at the AoIR 2025 conference is Felipe Soares, whose focus is on the Bolsonarist coup attempt in Brazil on 8 January 2022. This occurred after Bolsonaro’s close election loss in November 2022, which Bolsonaro disputed and which led his supporters to call for military intervention. By now, Bolsonaro has been sentenced to 27 years in prison for this coup attempt.

These events can be seen as a clear sign of deep-set destructive polarisation in Brazil: there is a breakdown of communication between the sides, an emotional exclusion of others, and a dismissal of information …

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Snurb — Saturday 18 October 2025 10:11

Assessing Polarisation in In- and Out-Group References by Political Actors in Elections

Politics | Elections | Polarisation | Social Media | Facebook | Dynamics of Partisanship and Polarisation in Online Public Debate (ARC Laureate Fellowship) | AoIR 2025 | Liveblog |

The final session today at the AoIR 2025 conference starts with my excellent QUT colleague Tariq Choucair, who begins by introducing the challenge of assessing polarisation: there are many different definitions of polarisation, which require different measures of assessment. Most current methods fail to sufficiently distinguish between these types of polarisation.

Tariq is therefore proposing a new approach to assessing polarisation, which he has applied to the study of national electoral contests in Australia, Brazil, Denmark, and Peru. The focus here is to identify polarising rhetoric, including campaign attacks, and polarisation in broader public debates.

The method focusses especially on …

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Snurb — Friday 17 October 2025 04:28

Examining Parasitic Manosphere Publics on Reddit

Politics | Polarisation | Social Media | Practice Mapping | AoIR 2025 | Liveblog |

The next speaker in this session at the AoIR 2025 conference is my QUT colleague Vish Padinjaredath Suresh, whose focus is on the manosphere on Reddit, with a particular focus on the gamergate controversy. This phenomenon has in part been studied from the perspective of radicalisation, but this is problematic: the focus of radicalisation studies is often driven by an anti-terrorism law enforcement agenda and centres the state and its institutions while othering religious and ethnic groups, rather than emphasising human experience.

A different way of approaching radicalisation is via counterpublics theory: such counterpublics are often defined in relation to …

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Snurb — Friday 17 October 2025 04:26

Baked-In, Sedimented Polarisation amongst Political Subreddits

Politics | Polarisation | Social Media | AoIR 2025 | Liveblog |

The next speaker in this session at the AoIR 2025 conference is my great colleague Ehsan Dehghan, whose focus is on sedimented polarisation across Reddit collectives. To what extent is there cross-ideological interaction on the platform? What forms does such interaction take: how deliberative or antagonistic is it?

Indeed, what do we mean by cross-ideological interaction? This could mean information sharing, cross-posting, cross-commenting, cross-linking between subreddits, or other discursive patterns. The project drew on a dataset of activity over 16 years across 11 subreddits, containing 6.2 million submissions from 801,000 authors and nearly 200 million comments from 5.5 million authors …

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Snurb — Thursday 16 October 2025 23:20

Using LLMs to Identify Changes in Brazilian Hyperpartisan Communities around Bolsonaro’s Election Loss and Coup Attempt

Politics | Elections | Polarisation | 'Big Data' | Artificial Intelligence | Social Media | Echo Chambers and Filter Bubbles | Facebook | AoIR 2025 | Liveblog |

The final speaker in this session at the AoIR 2025 conference is the brilliant Fabio Giglietto, presenting a study of pro-Bolsonaro narratives on Facebook in Brazil. The key question here is whether online hyperpartisan groups are as stable as they are thought to be; is that true, and how does such stability fare in times of intense political crisis?

Brazil is an obvious case for the study of such questions. The project tracked some 59 pro-Bolsonaro accounts between 2021 and 2023, a timeframe including Bolsonaro’s election loss against Lula and his subsequent coup attempt. The dataset contains some 12 million …

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Snurb — Thursday 16 October 2025 23:16

Challenges in Using LLMs for Frame Analysis of News Coverage

Politics | Polarisation | Journalism | Industrial Journalism | Artificial Intelligence | Dynamics of Partisanship and Polarisation in Online Public Debate (ARC Laureate Fellowship) | AoIR 2025 | Liveblog |

The next speaker in this panel at the AoIR 2025 conference is my QUT colleague Laura Vodden, presenting her work on exploring LLM-assisted frame analysis of news coverage. This focusses here especially on Australian climate activism news coverage. The first challenge here, of course, is to understand framing, which usually includes a problem definition, suggested causes, proposed solutions, blame attribution, and and addressee for the solution. Such framing frequently occurs in news reporting.

Laura’s slides are here:

aoir2025_llm_assisted_frame_analysis-pptxfrom LauraVodden

Frame analysis is a difficult and labour-intensive task, however; it requires critical engagement with complex material, and human coding is …

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Snurb — Thursday 16 October 2025 23:15

Experiences in Using LLMs to Code Open-Ended Survey Responses

Politics | Polarisation | 'Big Data' | Artificial Intelligence | AoIR 2025 | Liveblog |

We start the first day of the AoIR 2025 conference proper with a panel on LLMs in research that involves several members of my QUT team. We start with a paper by Paul Pressmann, though, whose focus is on using LLMs in processing open-text responses from survey studies. The interest here is especially in questions of polarisation.

The data for this come from the POLTRACK project, which investigates the interrelations between individualised online information environments and polarisation. This combines Web tracking and surveys of some 2,000 participants. The survey component includes both closed- and open-ended questions that are used to …

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Snurb — Thursday 16 October 2025 08:45

Internet Research as a Form of Resistance

Politics | Government | Polarisation | Journalism | ‘Fake News’ | Internet Technologies | 'Big Data' | Artificial Intelligence | Social Media | AoIR 2025 | Liveblog |

It’s that time of the year, and I’ve made my annual pilgrimage to the annual conference of the Association of Internet Researchers (AoIR), the single most important highlight of the academic year. This year we’re in Niterói, Rio de Janeiro, and after the local welcomes we start the conference proper with a keynote by the great Marie Santini from NetLab at the Federal University of Rio de Janeiro, who is also a genuine Niterói local. She begins by revisiting the timeline of Internet studies: we have now reached a moment of great rupture (the theme of this year’s conference) …

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