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.

89
tracked channels
48.6k
tracked videos
22.8k
transcribed videos
3.5M
classified sentences
12.6M
comments
2.3k
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.

256
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

Contestations of the electoral system and bankruptcy of la Cordée in Quebec

The creator of the channel Président De L'Association De L’Union-Nationale denounces irregularities in the Quebec electoral system and calls the signature validation process for mail-in voting an "incredible lie." He claims that manual counting facilitates "schemes." In another video [zGnDTafTfWA], he argues that a formal notice received on September 25 aims to muzzle him to hide electoral malfunctions.

On the economic front, Maxime Ouimet presents the bankruptcy of the company la Cordée as an illustration of the inability of large companies to adapt to the fourth industrial revolution. Simultaneously, the channel NLB - FreedomNews claims that Donald Trump's protectionist measures are causing layoffs in the steel industry in Hamilton.

Regarding social relations, Camron Diffusion claims that female celibacy results from a rejection of the average man and that feminist ideology has stripped women of their seduction tools. Meanwhile, Le Verbe médias reports that a decline in sexual activity among Generation Z is explained by anxiety and financial obstacles.

The synthesis in full and the daily syntheses

Topics of the claims in 53 records: Economy and labour (31%), Institutions and democracy (17%), 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 States256 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 transcripts41 min ago
Updated every hour; the last seven days, recomputed every day. The collection figures are in the counter, bottom left.
Project paper