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
235
transcribed videos
11.8k
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.

258
videos published
202
transcribed
4
records
54
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 security tensions 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 Mediapart. Clément Viktorovitch claims these messages rely on classic fantasies and serve a strategy to banalize Jean-Marie Le Pen's ideology Clément Viktorovitch. Jordan Bardella denies authorship, denouncing a "barbouzerie operation" the same channel, while the same channel reports that some speakers qualify the documents as a "gross fake" the same channel.

In La Souterraine, Creuse, Vincent Lapierre documents a rise in delinquency and burned cars Vincent Lapierre. He asserts that the State no longer respects the "social contract" as taxes no longer guarantee security, while one contributor attributes these disturbances to "migrants" the same channel.

GoldenBoy recounts his experience during student mobilizations in Saint-Denis and Paris 8, where he claims he was prevented from debating by youths GoldenBoy. He describes the protesters' refusal to let him speak as "fascism" and validates police intervention against "rioters" the same channel. Castor Carnassier also describes these protests as violent riots encouraged by a political party Castor Carnassier.

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 States258 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 1,997
  2. Jeffrey Epstein 136
  3. Joe Biden 112
  4. Benjamin Netanyahu 70
  5. Barack Obama 52
  6. Vladimir Putin 51

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