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.

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
5
records
54
hours of speech
85.8M
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.

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
  1. Some political actors seek to establish authoritarian control over the army and administrationAuthority · Last 7 days

Arguments drawn by our local model from a sample of each theme’s political sentences, then checked against the sentences. All the arguments, by theme

Gone from the platforms… All

No recent removal observed.

Latest transcripts5 h ago
Updated every hour; the last seven days, recomputed every day. The collection figures are in the counter, bottom left.
Project paper