Observatory

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Overview

The whole observatory in one panel

The week in brief, the records to read, the themes month by month, the public figures named, the arguments and the removals, for the whole corpus or one country; then each tool, to go further.

26
tracked channels
11.6k
tracked videos
6.5k
transcribed videos
706k
classified sentences
79k
comments
141
vanished videos preserved
Seven days of content on YouTube and TikTok · 30 September to 6 October 2026

Political YouTube and TikTok, the last week in brief

The whole observatory condensed. The synthesis of the last seven days, the records to read, the themes, the public figures named, the arguments and the removals. Each cell has its country. The switch below sets the whole panel.

103
videos published
94
transcribed
74
records
36
hours of speech
69.5k
views
The synthesis of the week
Quebec · 30 September – 6 October 2026
Period
The synthesis proposed by our local model · last 7 days

October 5, 2026 Election and Artificial Intelligence Tensions in Quebec

Ahead of the October 5, 2026 election, Actualité Politique Du Québec reports the Parti Québécois' proposals on taxes and the deficit, the Parti Libéral du Québec's on tuition and housing, and Québec solidaire's on CPEs. This same channel opposes a referendum and advocates for a reduction in public spending. Meanwhile, NLB - FreedomNews, a far-right oriented channel, alleges that the media are manipulating election results and denounces a strategic voting guide for Muslims, viewing it as a refusal to integrate. For its part, the Président De L'Association De L’Union-Nationale describes a formal notice received from the Directeur général des élections du Québec as an abusive recourse.

Risks and uses of artificial intelligence

Artificial intelligence is the subject of debates regarding its nature and utility. Daniel Pilon Chroniqueur Libre-Penseur presents it as an existential risk used for surveillance in Iran and China. NLB - FreedomNews mentions the emergence of a global consciousness and relates the identity theft of a researcher by an AI. Maxime Ouimet, from a far-right orientation, argues that this technology will only enrich the elites. On the political level, Actualité Politique Du Québec reports that Paul-Saint-Pierre Plamondon criticized Éric Duhaime's use of AI to write his book.

Economic viability and taxation

Canada's economic situation is questioned by several parties. Maxime Ouimet advocates for the relocation of companies to the United States, claiming that Canada is no longer viable, while NLB - FreedomNews attributes the decline of Quebec entrepreneurs to taxation and "leftist mentalities." The latter channel also analyzes the impact of a Donald Trump decree on Canadian products. Regarding the cost of living, Daniel Pilon Chroniqueur Libre-Penseur asserts that the rise in fuel prices is organized by the World Economic Forum. Finally, Actualité Politique Du Québec reports that Christine Fréchette and Éric Girard foresee economic instability if a referendum takes place in 2029.

Public health and social control

Public health management is criticized from a regulatory perspective. Actualité Politique Du Québec links heart disease to ultra-processed foods, alleges that Health Canada's independence is compromised by CropLife, and broadcasts a testimony associating vaccination with six infant deaths. Hugo Lecavalier asserts that the prevention prioritized by political parties can be perceived as a tool of control. Furthermore, NLB - FreedomNews criticizes a 2021 law on mental health at work and argues that the management of CHSLDs in 2022 caused deaths.

Global governance and societal issues

On the international level, Theovox tv disputes human influence on the climate, seeing it as an instrument of global governance. NLB - FreedomNews relates a jihadist attack on a Dubai-Tel Aviv flight, denounces Canadian laxity in the face of a hybrid war, and describes Emmanuel Macron as a "pathological liar" regarding Brexit. On the societal level, Le Verbe médias criticizes the Parti Québécois' proposals on religious symbols in primary school, calling them state atheism, and links the decline in sexual relations among Gen Z to anxiety. Camron Diffusion attributes female celibacy to feminist ideology.

Summary generated by our model on 6 October 2026 at 13:26 from the 73 following videos:

The synthesis in full and the daily syntheses

Topics of the claims in 74 records: Economy and labour (25%), Institutions and democracy (20%), Health (11%), Immigration (9%).

The records to readAll the videos

The most viewed videos of the week, in each country, whose content synthesis is produced by our local model; each opens in a side panel.

The themes, month by month Since 2016
April 2025 – October 2026 · mean share, per video, of the political sentences on each theme
Orientation
  1. Democracy 26.2%
  2. Distrust of the state 12.4%
  3. Environment 5.2%
  4. Technology 3.6%
  5. Authority 3.5%
  6. Progress 3.4%
  7. Tradition 2.6%
  8. Immigration 1.9%
  9. Equality and inequality 1.0%

Mean over 21 videos in October 2026. Each video counts once. Since 2016

The public figures most named The ranking
March – October 2026 · transcribed sentences naming them
List
  1. Donald Trump 317
  2. Paul St-Pierre Plamondon 108
  3. Éric Duhaime 88
  4. Mark Carney 82
  5. François Legault 48
  6. Emmanuel Macron 44

Number of transcribed sentences naming them. The bar gives the channel orientation, the line the last twelve months. Closed list of public figures. The full ranking

The arguments of the moment By theme
Gone from the platforms… All
  1. Videographer Québec FIER advocates for immigration based on cultural compatibilityQuébec FIER · deleted by its author · 4 October 2026
  2. Video creator's analysis of immigration, nationalism, and European historyParti Nationaliste chrétien · deleted by its author · 3 October 2026
  3. Videographer Ets Bruni encourages self-confidence and gratitudeEts Bruni · made private · 19 July 2026
  4. Jurassic World 2 - La mort de l'indoraptor (Parodie)Centrale101 · unavailable, no reason given · 19 July 2026

5 videos removed in 120 days; a video transcribed before its removal keeps its record.

Latest transcripts7 h ago
Updated every hour; the last seven days, recomputed every day. The collection figures are in the counter, bottom left.
Project paper