Observatory

YOUPOL / Explore
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
699k
classified sentences
79k
comments
147
vanished videos preserved
Seven days of content on YouTube and TikTok · 29 September to 5 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.

104
videos published
93
transcribed
50
records
28
hours of speech
68.5k
views
The synthesis of the week
France, Quebec and United States · 29 September – 5 October 2026
Period
The synthesis proposed by our local model · last 7 days

Writings attributed to Jordan Bardella and electoral disputes in Quebec

France Mediapart reports antisemitic writings attributed to Jordan Bardella between 2013 and 2015 and mentions the influence of Alain Soral. Jordan Bardella denies authorship of these messages and denounces a "spy operation." Additionally, Vincent Lapierre documents a rise in crime in La Souterraine, where a speaker attributes the unrest to "migrants." On a social level, GoldenBoy describes the refusal of some student protesters to let him speak as "fascism."

Quebec The Président De L'Association De L’Union-Nationale denounces irregularities and "schemes" in the Quebec electoral system, particularly regarding manual counting. Regarding the economy, Daniel Pilon Chroniqueur Libre-Penseur claims that the rise in fuel prices results from a World Economic Forum plan to crush the supply chain. Finally, Le Verbe médias discusses a survey on the decline of sexual activity among Generation Z.

United States Breaking Points analyzes a disappointing October 2026 employment report and mentions Donald Trump's rallies. The same channel reports an attempted hijacking of a Dubai-Tel Aviv flight, claiming that Benjamin Netanyahu's camp is using the incident for political purposes. Meanwhile, PowerfulJRE hosts a former officer who claims the US government is hiding non-human craft and bodies.

Summary generated by our model on 5 October 2026 at 10:10 from the 101 following videos:

The synthesis in full and the daily syntheses

Topics of the claims in 234 records: Institutions and democracy (15%), Economy and labour (14%), Security and justice (12%), Gender and family (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 23.8%
  2. Distrust of the state 12.8%
  3. Environment 12.2%
  4. Technology 6.7%
  5. Progress 4.4%
  6. Authority 4.3%
  7. Immigration 4.2%
  8. Tradition 3.0%
  9. Equality and inequality 1.2%

Mean over 11 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 269
  2. Mark Carney 65
  3. Paul St-Pierre Plamondon 64
  4. Emmanuel Macron 44
  5. Éric Duhaime 41
  6. François Legault 35

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. Pourquoi continuer à faire venir des gens qui rejettent nos valeurs?Québec 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. Critique of transcapacitism and freedom of expression in universitiesle.lucide.podcast · unavailable, no reason given · 20 July 2026
  4. Discussion on the persecution of Christians and media coveragele.lucide.podcast · unavailable, no reason given · 20 July 2026

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

Latest transcripts9 h ago
Updated every hour; the last seven days, recomputed every day. The collection figures are in the counter, bottom left.
Project paper