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.

126
tracked channels
72.1k
tracked videos
29.5k
transcribed videos
4.2M
classified sentences
13M
comments
2.4k
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.

711
videos published
633
transcribed
239
records
210
hours of speech
101M
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 the existence of antisemitic writings attributed to Jordan Bardella between 2013 and 2015 and mentions an influence from Alain Soral. Jordan Bardella denies authorship of these words and denounces a "barbouserie operation." Additionally, Vincent Lapierre documents a rise in crime in La Souterraine, where a speaker attributes the unrest to "migrants." Meanwhile, GoldenBoy describes the use of force by some protesters during student mobilizations in Saint-Denis 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. On a social level, Camron Diffusion claims that female celibacy results from a rejection of average men and the influence of feminism. Finally, Daniel Pilon Chroniqueur Libre-Penseur argues that the rise in fuel prices is organized by "globalists."

United States Breaking Points analyzes a disappointing October 2026 employment report and reports on a Donald Trump rally in Oklahoma. The same channel also mentions an attempted hijacking of a Dubai-Tel Aviv flight, claiming that Benjamin Netanyahu's camp is using the incident for political purposes. Separately, PowerfulJRE features a former officer claiming the government is hiding non-human origin craft.

Generated by our model on 5 October 2026 at 03:53 from the 101 following videos:

The synthesis in full and the daily syntheses

Topics of the claims in 239 records: Institutions and democracy (16%), Economy and labour (14%), Security and justice (11%), 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.

United States256 videos
The themes, month by month Since 2016
August 2025 – October 2026 · mean share, per video, of the political sentences on each theme
Orientation
  1. Authority 11.9%
  2. Equality and inequality 10.0%
  3. Democracy 8.1%
  4. Distrust of the state 6.8%
  5. Environment 5.9%
  6. Progress 5.7%
  7. Technology 5.5%
  8. Tradition 5.4%
  9. Immigration 2.3%

Mean over 84 videos in October 2026. Each video counts once. Since 2016

The public figures most named The ranking
June – October 2026 · ranking balanced by country, each country counts once
List
  1. Donald Trump 2,532
  2. Jordan Bardella 1,033
  3. Emmanuel Macron 637
  4. Jean-Luc Mélenchon 699
  5. Marine Le Pen 577
  6. The Pope 303

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. FRANCE TRAVAIL : RÉVÉLATIONS SUR UNE AFFAIRE D'ÉTATBLAST, Le souffle de l'info · made private · 4 October 2026
  2. Pourquoi continuer à faire venir des gens qui rejettent nos valeurs?Québec FIER · deleted by its author · 4 October 2026
  3. Video creator's analysis of the geographical and social origins of the radical leftLAPIN DU FUTUR · unavailable, no reason given · 3 October 2026
  4. ADIEU ET PARDONLAPIN DU FUTUR · made private · 3 October 2026

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

Latest transcripts44 min ago
Updated every hour; the last seven days, recomputed every day. The collection figures are in the counter, bottom left.
Project paper