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
72.6k
tracked videos
30k
transcribed videos
4.3M
classified sentences
13.2M
comments
2.3k
vanished videos preserved
Seven days of content on YouTube and TikTok · 2 October to 8 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.

761
videos published
701
transcribed
419
records
231
hours of speech
69.7M
views
The synthesis of the week
France, Quebec and United States · 2 October – 8 October 2026
The synthesis proposed by our local model · 7 October 2026

High School Mobilizations in France, CAQ Leader's Resignation, and Tensions with Iran

High school student blockades begin in Créteil before spreading to Paris and Lens. Students justify these actions by a lack of resources and issues related to Parcoursup, according to Cathédrale Osseuse. Clément Viktorovitch and the president of the Union syndicale lycéenne contest the idea that the movement is orchestrated by La France Insoumise, a thesis supported instead by GEORGES, VA Plus, and Frontières. Tatiana Ventôse describes this revolt as infantile and links it to an educational collapse. Meanwhile, Histoires Crépues reports the movement of the mayor of Salier within a demonstration.

Law enforcement and social climate

The use of LBDs, kettling, and tear gas is denounced by Clément Viktorovitch, Zawa Prod, and OMERTA. Mediapart reports the injury of a minor by a grenade launcher in Val d'Oise. Conversely, GEORGES claims that the concept of police violence is a militant tool used to hide the violence of delinquents. Regarding the social climate, Boulevard Voltaire notes a rise in antisemitic acts since October 7, 2023, while La Sanction argues that antisemitism is more prevalent on the left than on the right and links the RN's progress to a population replacement. Frontières also reports the looting of a temporary employment agency during riots.

Education and social rights

The budgetary management of national education and the unsanitary state of high schools are criticized by Vincent Lapierre and contributors on LCI, despite the "EduRénov" and "choc des savoirs" plans presented by Gabriel Attal. Teddyboy RSA considers this record disastrous, while Yomi Denzel criticizes the uselessness of school content for 14-year-olds. Regarding rights, BLAST reports that feminists consider the "loi intégrale" on sexual violence insufficient in terms of resources. Kroc Blanc - FDENEWS defends the absence of ethnic diversity in an Intermarché advertisement as a historical reality and denounces wokism. Finally, PaduTeam claims that Generation Z is leaning towards communism in the face of the capitalism crisis.

Governance and public health

The head of the CAQ announced her resignation following the October 6, 2026 elections, citing a minority government context according to NLB - FreedomNews. This same media criticizes Christine Fréchette's management regarding the lack of replenishment of American alcohols at the SAQ. Maxime Ouimet claims that the government and public health committed a "genocide" and a "crime against humanity" during the pandemic, alleging the existence of contracts aimed at making decision-makers unaccountable. He also argues that distancing and mask-wearing are lies from Anthony Fauci and describes the judicial and police system as corrupt.

Economy and finances

On the financial front, Maxime Ouimet reports losses of 30,000 dollars in deposits for clients in a commercial LLC project in Florida and advocates for the use of AI for French-speaking marketing. Additionally, a government representative mentions a summit to reduce homelessness, while claiming that the previous government left public finances in disorder, according to NLB - FreedomNews. Finally, a guest on NLB - FreedomNews announces the creation of a negotiation committee to protect the Quebec economy against the United States, specifying that no document is currently under study.

Conflict with Iran and security

The conflict with Iran marks American analyses. Breaking Points reports, via the Congressional Research Service, the loss or damage of 81 American aircraft since February 2028, which it describes as a strategic defeat. Brian Tyler Cohen and MeidasTouch report that Donald Trump suggested Iran could bomb Los Angeles and San Diego. Brian Tyler Cohen argues that the president is inciting a foreign adversary to attack American cities, while Stephen Chung denies this, claiming these remarks illustrate the danger of a nuclear Iran. MeidasTouch adds that Donald Trump claimed to have ended the war in June 2025, although it reportedly began in February 2026.

Economy and domestic politics

MeidasTouch claims that Donald Trump ruined the economy through taxes and budget cuts, and denounces price increases at Apple and Disney. Regarding energy, Breaking Points links the rise in diesel prices to refinery explosions in Russia and Venezuela, while MeidasTouch mentions a Donald Trump decree on red-dyed diesel whose effect would be limited by state laws. Concerning governance, MeidasTouch argues that the "SAVE Act" is being used to establish a permanent minority rule in violation of the Constitution.

International relations and the Arctic

MeidasTouch reports massive Russian strikes in Ukraine and accuses Donald Trump of favoring attacks against civilian infrastructure by not delivering promised licenses. Furthermore, MeidasTouch claims that ICE expulsions of local partners who collaborated with the US military violate the principle of non-refoulement and weaken national security. Finally, Breaking Points argues that Russia and China dominate the Arctic, a region that has become a strategic alternative to the Ormuz or Suez passages in the face of American naval decline.

Summary generated by our model on 7 October 2026 at 22:23 from the 38 following videos:

The synthesis in full and the daily syntheses

Topics of the claims in 419 records: Institutions and democracy (22%), Economy and labour (15%), Security and justice (11%), International affairs (8%).

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.

France397 videos
Quebec98 videos
United States266 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 11.8%
  2. Equality and inequality 11.5%
  3. Democracy 10.2%
  4. Tradition 7.3%
  5. Distrust of the state 6.8%
  6. Progress 5.2%
  7. Technology 5.0%
  8. Environment 3.2%
  9. Immigration 2.1%

Mean over 182 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 5,490
  2. Jordan Bardella 1,124
  3. Emmanuel Macron 891
  4. Jean-Luc Mélenchon 874
  5. Marine Le Pen 687
  6. Jeffrey Epstein 515

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. The political system, institutions, and electoral processes are failing, illegitimate, or manipulatedDemocracy · Last 7 days
  2. Law enforcement officers commit excessive violence and engage in repressionAuthority · Last 7 days
  3. The state is inefficient, bureaucratic, and wastes public fundsDistrust of the state · Last 7 days
  4. National identity and unity are based on Christian roots and faithTradition · Last 7 days
  5. The cost of fuel and energy weighs on household and citizen budgetsEnvironment · Last 7 days
  6. Wokeism and progressive ideologies destroy Western society and cultureProgress · Last 7 days
  7. The educational and institutional system produces and reproduces social, territorial, and ethnic inequalitiesEquality and inequality · Last 7 days
  8. Immigration causes population replacement and a loss of national 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. JEAN-MICHEL APHATIE APERÇU DANS UN CLUB ÉCHANGISTE… COMPLÈTEMENT NU !La Sanction · unavailable, no reason given · 8 October 2026
  2. Analysis of French political current events and institutions in September 2022Jean Massiet Replay · unavailable, no reason given · 6 October 2026
  3. Cheveux Afros : cette loi va tout changer ? - REACTHistoires Crépues · unavailable, no reason given · 6 October 2026
  4. Commentary on a map of alcohol consumption by countryTAOQAN · made private · 5 October 2026

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

Latest transcripts21 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