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
700k
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

Investigation into Jordan Bardella's writings and AI bill in the United States

France Mediapart reports that antisemitic writings and links to Alain Soral are attributed to Jordan Bardella between 2013 and 2015. The elected official denies authorship of these remarks and denounces a deceptive operation. The channel claims that the Rassemblement National uses diversion to hide the party's original ideology.

Vincent Lapierre documents a rise in delinquency and burned cars in La Souterraine in Creuse. The videographer claims that the State no longer respects the social contract because taxes no longer guarantee security. An interviewee in the report attributes these disturbances to migrants.

GoldenBoy relates his experience during student mobilizations in Saint-Denis and at Paris 8 University. He claims to have been insulted by protesters and validates the police intervention against rioters. The videographer attributes the youth's indiscipline to a failure in parental education and the influence of TikTok.

Quebec Daniel Pilon and his guests react to the increase in fuel prices in Ontario and Quebec. A guest argues that this situation results from a World Economic Forum plan to crush the supply chain by 2030. The channel claims that Donald Trump is manipulated by those controlling prices.

Le Verbe médias discusses a survey on the decline in sexual intercourse frequency among Generation Z in the United States. The debate also addresses Parti Québécois proposals on secularism in primary schools. An interviewee argues that the ban on religious symbols infringes on freedom of conscience.

Camron Diffusion comments on testimonies from women expressing loneliness regarding dating. The videographer claims that female celibacy results from a refusal of the average man in favor of inaccessible men. He argues that feminist ideology has stripped women of their seduction tools.

United States Breaking Points presents Representative Ro Khanna's bill aiming to ban the recursive self-improvement of artificial intelligence. The lawmaker advocates for the creation of an independent security agency to regulate tech billionaires. He also denounces links between certain tech leaders and Jeffrey Epstein.

Summary generated by our model on 5 October 2026 at 14:03 from the 104 following videos:

The synthesis in full and the daily syntheses

Topics of the claims in 235 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 transcripts11 h ago
Updated every hour; the last seven days, recomputed every day. The collection figures are in the counter, bottom left.
Project paper