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.

11
tracked channels
11.9k
tracked videos
227
transcribed videos
10.7k
classified sentences
340k
comments
0
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.

256
videos published
194
transcribed
4
records
52
hours of speech
85.8M
views
The synthesis of the week
France · 29 September – 5 October 2026
Period
The synthesis proposed by our local model · last 7 days

Investigation into Jordan Bardella's writings and insecurity in La Souterraine

Mediapart published an investigation into writings attributed to Jordan Bardella between 2013 and 2015, described as antisemitic and influenced by Alain Soral. Clément Viktorovitch claims these messages rely on antisemitic fantasies and serve to maintain Jean-Marie Le Pen's ideology under a banalized storefront. Jordan Bardella denies authorship of these remarks, denouncing a "barbouserie operation" the same channel.

Vincent Lapierre documents an increase in crime and degradation in La Souterraine, Creuse. He asserts that the State no longer respects the "social contract" as taxes no longer guarantee security. An intervenant in this video attributes these disturbances to "migrants" the same channel.

Le Fil d'Actu - Officiel argues that the government uses the Russian threat as a diversion to hide the failure of economic policies regarding rising fuel prices. Meanwhile, GoldenBoy and Castor Carnassier discuss high school mobilizations, describing them respectively as "fascism" to silence opponents and as "riots" encouraged by a political party.

The synthesis in full and the daily syntheses

Topics of the claims in 182 records: Institutions and democracy (16%), Security and justice (14%), Gender and family (11%), Education and culture (11%).

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

Coming soon. The theme classifiers are trained on French. Their English counterparts will soon be trained and deployed. Meanwhile, this country’s channels are transcribed and summarised.

The public figures most named The ranking
September – October 2026 · transcribed sentences naming them
List
  1. Donald Trump 1,844
  2. Jeffrey Epstein 132
  3. Joe Biden 94
  4. Benjamin Netanyahu 62
  5. Barack Obama 50
  6. JD Vance 47

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
the first arguments of each theme, drawn from the sentences of the last seven days and read again every day

Content in preparation. It will appear here as soon as it is ready.

Gone from the platforms… All

No recent removal observed.

Latest transcripts2 h ago
Updated every hour; the last seven days, recomputed every day. The collection figures are in the counter, bottom left.
Project paper