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
Quebec · 29 September – 5 October 2026
Period
The synthesis proposed by our local model · last 7 days

Electoral Disputes and Proposals from the Conservative Party of Quebec

The creator of the Président De L'Association De L’Union-Nationale channel denounces irregularities in the Quebec electoral system, calling the signature validation process for mail-in voting an "incredible lie." The same channel alleges being the target of "abusive remedies" and persecution by Élections Québec following a formal notice received on September 25.

The leader of the Conservative Party of Quebec, Éric Duhaime, proposes reducing state spending by 47 billion dollars and lowering corporate taxes. Simultaneously, the Actualité Politique Du Québec channel presents the party's justice plan, which advocates for a "law and order" approach and the creation of a victims' rights charter.

On the economic front, Maxime Ouimet attributes the bankruptcy of the company La Cordée to a lack of flexibility and excessively high fixed costs. The NLB - FreedomNews channel claims that a contract between Mark Carney and Télésat will financially benefit SpaceX.

The synthesis in full and the daily syntheses

Topics of the claims in 52 records: Economy and labour (31%), Institutions and democracy (16%), Immigration (11%), Technology (10%).

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 transcripts1 h ago
Updated every hour; the last seven days, recomputed every day. The collection figures are in the counter, bottom left.
Project paper