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.

26
tracked channels
11.6k
tracked videos
6.5k
transcribed videos
700k
classified sentences
79k
comments
147
vanished videos preserved
Seven days of content on YouTube and TikTok · 30 September to 6 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.

89
videos published
83
transcribed
72
records
26
hours of speech
54.6k
views
The synthesis of the week
United States · 30 September – 6 October 2026
The synthesis proposed by our local model · last 7 days

Financial Promises of Donald Trump and International Tensions with Iran

Donald Trump promises a payment of 5,000 dollars to Republican voters. Brian Tyler Cohen, from a left-wing orientation, describes this measure as a "bribe," while legal experts cited by the same creator consider the operation an illegal purchase of votes. Meanwhile, MeidasTouch, also left-wing, claims that Donald Trump is experiencing rapid cognitive decline and describes him as the most corrupt leader in history, although the channel reports that a dissenting voice views him as the savior of Western civilization. MeidasTouch further rejects the candidate's claims regarding an alleged Chinese psychological operation targeting data centers.

Conflicts and Relations with Iran and Russia

Tensions with Iran are manifested by the depletion of THAAD missiles and the bombing of a school in Minab, which Breaking Points, from a culture orientation, describes as a war crime. This channel reports that Iran would be using American debt to destabilize the U.S. economy. For its part, MeidasTouch mentions the existence of secret oil negotiations involving Jared Kushner and argues that Donald Trump is manipulable by Vladimir Putin. Regarding nuclear issues, Tuckercarlson, from an extreme-right orientation, reports that the new nuclear doctrine lowers the threshold for weapon deployment. Additionally, Breaking Points expresses skepticism about Iran's involvement in the arrest of suspects near Fairford base, citing the absence of explosives and a denial by Minister Araghchi.

Rape Accusations at Cornell University

The Cornell 7 case pits diverging views against each other regarding the guilt of men accused of gang rape. Harryjsisson, from a left-wing orientation, claims that messages published by ABC News prove their guilt and reports that the plaintiff is subject to doxing and threats. Conversely, Ben Shapiro, from a conservative right orientation, argues that no legal evidence exists and claims that the plaintiff modified her version of the facts. Ben Shapiro also criticizes the intervention of Governor Kathy Hochul, which he presents as a reaction to popular pressure.

Economic Situation and Job Market

The September 2026 employment report, indicating the creation of 29,000 jobs against 90,000 expected, is interpreted by Brian Tyler Cohen as an economic slowdown. He attributes rising prices to tax cuts for billionaires and tariffs, while the Trump administration describes the economy as "perfect." Breaking Points, however, notes disillusionment among voters regarding the price of diesel and hygiene products, linking these increases to tariffs on Canadian wood and pulp. Furthermore, Ben Shapiro, from a conservative right orientation, denounces the state interventionism of the "big government" promoted by J.D. Vance, claiming that it causes inflation.

Regulation of Artificial Intelligence

AI regulation is subject to criticism from Breaking Points, which denounces the voluntary security agreement between Donald Trump and industry leaders as "self-policing." The channel reports that Ro Khanna is proposing a law to ban recursive self-improvement in AI, while Bill Gates considers AI to be the most dangerous invention in history. Additionally, the co-founder of Anthropic argues that AI could possess a "personhood."

Summary generated by our model on 5 October 2026 at 22:56 from the 47 following videos:

The synthesis in full and the daily syntheses

Topics of the claims in 48 records: Institutions and democracy (24%), Economy and labour (19%), International affairs (14%), Security and justice (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.

Quebec89 videos
The themes, month by month Since 2016
April 2025 – October 2026 · mean share, per video, of the political sentences on each theme
Orientation
  1. Democracy 24.8%
  2. Distrust of the state 12.3%
  3. Environment 11.3%
  4. Technology 6.5%
  5. Immigration 4.4%
  6. Authority 4.3%
  7. Progress 4.3%
  8. Tradition 2.9%
  9. Equality and inequality 1.1%

Mean over 12 videos in October 2026. Each video counts once. Since 2016

The public figures most named The ranking
March – October 2026 · transcribed sentences naming them
List
  1. Donald Trump 284
  2. Paul St-Pierre Plamondon 68
  3. Mark Carney 65
  4. Emmanuel Macron 44
  5. Éric Duhaime 42
  6. François Legault 35

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. Voting and elections are the central mechanisms for political decision-making and changeDemocracy · Last 7 days
  2. Tax pressure and the management of public funds are unjustified or inefficientDistrust of the state · Last 7 days
  3. Fuel costs impact citizens' purchasing powerEnvironment · Last 7 days
  4. Artificial intelligence and robotics threaten employment and human capabilitiesTechnology · Last 7 days
  5. The lack of firmness and leniency of the authorities promote insecurity and disorderAuthority · Last 7 days
  6. Economic and social progress relies on technological innovation, growth, and deregulationProgress · Last 7 days
  7. France's identity and greatness rely on its Christian roots and traditionsTradition · Last 7 days
  8. Mass immigration threatens national identity and culture, and causes insecurity or violenceImmigration · 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. Videographer Québec FIER advocates for immigration based on cultural compatibilityQuébec FIER · deleted by its author · 4 October 2026
  2. Video creator's analysis of immigration, nationalism, and European historyParti Nationaliste chrétien · deleted by its author · 3 October 2026
  3. Critique of transcapacitism and freedom of expression in universitiesle.lucide.podcast · unavailable, no reason given · 20 July 2026
  4. Discussion on the persecution of Christians and media coveragele.lucide.podcast · unavailable, no reason given · 20 July 2026

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

Latest transcripts6 h 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