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.

89
tracked channels
48.8k
tracked videos
23k
transcribed videos
3.6M
classified sentences
12.6M
comments
2.2k
vanished videos preserved
Seven days of content on YouTube and TikTok · 1 October to 7 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.

423
videos published
388
transcribed
242
records
138
hours of speech
10.9M
views
The synthesis of the week
France · 1 October – 7 October 2026
Period
The synthesis proposed by our local model · last 7 days

Revelations on Jordan Bardella's Writings and High School Mobilizations in France

Mediapart reveals antisemitic and conspiracy-theory writings attributed to Jordan Bardella and alleges that the National Rally uses intimidation against journalists. Jordan Bardella, Marine Le Pen, and Sébastien Chenu denounce these as forgeries. Clément Viktorovitch and OMERTA link these remarks to the party's ideology or that of Alain Soral. For its part, La Sanction downplays remarks made during adolescence, and Kroc Blanc - FDENEWS doubts the authenticity of the evidence. Psyhodelik believes the evidence could be technically modifiable before being certified by a bailiff and considers that Jordan Bardella made a strategic error by denying the facts. BLAST, Le souffle de l'info claims that Jordan Bardella aligns with Alain Soral's theories, while describing Mediapart as a media outlet using unfair means to prevent an electoral victory. PaduTeam analyzes the reactions of Jean-Luc Mélenchon and Marine Tondelier, noting that the former prioritizes popular sovereignty over media and judicial institutions.

Mobilizations and violence in high schools

Tensions are marking high schools, where Mediapart and Histoires Crépues denounce insalubrity and a lack of resources. Vincent Lapierre, Teddyboy RSA, and La Sanction denounce violence and the instrumentalization of the movement by LFI or movements linked to the Muslim Brotherhood. Conversely, Paroles D'Honneur and ClemovitchReplay denounce disproportionate police violence and reject the instrumentalization thesis. Vincent Lapierre adds that damages discredit the demands, while VA Plus describes the police intervention as madness and irresponsibility. GoldenBoy maintains that the police acted correctly after warnings, but considers that the protesters' refusal to let the opponent speak constitutes fascism. BLAST, Le souffle de l'info claims the government concealed police violence in Île-de-France and notes that police work is physically exhausting. Zawa Prod observes that wearing white helmets allows adults to intervene against the police, while believing the public system is deliberately degraded to favor the private sector. Castor Carnassier views these demonstrations as riots encouraged by a political party and tolerated by an overwhelmed state.

Sovereignty, security and geopolitical issues

On the geopolitical level, OMERTA denounces a technocratic coup during the sale of Alstom and claims that NATO expansion triggered the conflict in Ukraine. La Sanction and Kroc Blanc - FDENEWS advocate for the remigration of non-French citizens based on a model inspired by Nayib Bukele. Paroles D'Honneur describes the situation in Yemen as a genocide resulting from a blockade supported by France. Regarding internal security, Frontières alleges that the mayor of Saint-Denis participated in physical assaults and attempted to seize journalistic equipment. Meanwhile, Boulevard Voltaire expresses concern over the visibility of religious celebrations in public spaces, attributing them to a mobilized minority. Nicolas Faure - Sunrise claims that some Europeans reject their ethnic identity following brainwashing by the left, while LE LAPIN DU FUTUR links urban violence to a great replacement and hatred toward French people of European origin.

Health, environment and social relations

Environmental issues are addressed by Mediapart, which denounces the reintroduction of acetamiprid and designates Syngenta as responsible for ecocides. Paroles D'Honneur mentions chemical colonialism and calls for protests against this company. Pragmatik Man describes Pink October as a marketing scam to hide the impact of pesticides. Regarding gender relations, Sana Nova and The Blind Spot claim that current feminism aims to dominate men. Alex Hitchens advocates for strict male authority in the couple, and Killian Sensei - L'HEYOKAGE criticizes contraception while presenting polygyny as a superior model. Finally, on education and economy, Yomi Denzel considers the school curriculum obsolete, Julien Rochedy describes school universalism as brainwashing, and Jonathan Hatchi promotes digital nomadism in response to French taxation. El Rayhan emphasizes that France's deficit complicates the preservation of the social model. Les films à l'arrache reports that a Haitian author used AI for his book, with the refusal of the Prix Goncourt being attributed to systemic racism.

Interference and politics in Canada and Quebec

Action Vitale considers the evidence of American interference in Quebec elections to be weak and accuses Mark Carney's government of lying about a trade agreement, adding that the media hide US support for indigenous claims. For its part, Frontières mentions the possibility of a Parti Québécois majority in the legislative elections.

Summary generated by our model on 7 October 2026 at 09:15 from the 236 following videos:

The synthesis in full and the daily syntheses

Topics of the claims in 242 records: Institutions and democracy (16%), Security and justice (16%), Education and culture (13%), Gender and family (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.

France423 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 15.8%
  2. Equality and inequality 10.5%
  3. Democracy 6.5%
  4. Progress 5.7%
  5. Distrust of the state 5.1%
  6. Tradition 5.0%
  7. Environment 4.6%
  8. Technology 4.3%
  9. Immigration 3.1%

Mean over 131 videos in October 2026. Each video counts once. Since 2016

The public figures most named The ranking
June – October 2026 · transcribed sentences naming them
List
  1. Jordan Bardella 1,112
  2. Jean-Luc Mélenchon 835
  3. Emmanuel Macron 756
  4. Marine Le Pen 656
  5. Donald Trump 388
  6. The Pope 271

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. Law enforcement officers commit systemic violence and abuses against citizensAuthority · Last 7 days
  2. The current political system is failing, manipulated by elites, or no longer represents the peopleDemocracy · Last 7 days
  3. The administration is inefficient, bureaucratic, and hinders economic activityDistrust of the state · Last 7 days
  4. The use of pesticides and glyphosate is harmful to health, the environment, or linked to industrial interestsEnvironment · Last 7 days
  5. The preservation of national identity, culture, and language is essentialTradition · Last 7 days
  6. Progressivism and wokism harm society and deconstruct cultural rootsProgress · Last 7 days
  7. Systemic inequalities and discriminations exist based on gender, origin, or colonial historyEquality and inequality · Last 7 days
  8. Mass immigration harms security, the territory, and the country's cultural identityImmigration · 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
  1. Analysis of French political current events and institutions in September 2022Jean Massiet Replay · unavailable, no reason given · 6 October 2026
  2. Cheveux Afros : cette loi va tout changer ? - REACTHistoires Crépues · unavailable, no reason given · 6 October 2026
  3. Commentary on a map of alcohol consumption by countryTAOQAN · made private · 5 October 2026
  4. FRANCE TRAVAIL : RÉVÉLATIONS SUR UNE AFFAIRE D'ÉTATBLAST, Le souffle de l'info · made private · 4 October 2026

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

Latest transcripts20 min ago
Updated every hour; the last seven days, recomputed every day. The collection figures are in the counter, bottom left.
The tools

To go further

The week in review The synthesis, the reviews by theme, the videos that buzz, the people named and the synthesis of each day. Public figures Who is named, by whom, month after month; one record per public figure. Themes and arguments The arguments, the quotes and the periods, theme by theme. Trends Volumes, politicisation, themes, people and comments since 2016. Channels Every tracked channel, its orientation, its country, its figures. Search In the titles and the transcribed speech, by words or by meaning. Vanished videos The removals noticed, their reason and their records.
ImmigrationDemocracyAuthorityTraditionProgressEquality and inequalityEnvironmentTechnologyDistrust of the state
Project paper