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.

354
videos published
336
transcribed
192
records
126
hours of speech
15.4M
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.

Generated by our model on 5 October 2026 at 04:04 from the 13 following videos:

The synthesis in full and the daily syntheses

Topics of the claims in 53 records: Economy and labour (31%), Institutions and democracy (18%), Immigration (11%), Technology (9%).

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.

France354 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 13.9%
  2. Equality and inequality 11.4%
  3. Progress 6.6%
  4. Environment 6.5%
  5. Tradition 5.9%
  6. Democracy 5.4%
  7. Distrust of the state 5.3%
  8. Technology 3.6%
  9. Immigration 2.8%

October 2026: mean over 69 videos; each video counts once. Since 2016

The public figures most named The ranking
June – October 2026 · transcribed sentences naming them
List
  1. Jordan Bardella 1,030
  2. Jean-Luc Mélenchon 695
  3. Marine Le Pen 573
  4. Emmanuel Macron 568
  5. The Pope 264
  6. Donald Trump 258

Number of transcribed sentences naming them; bar: channel orientation; line: 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 police commit violence and misconduct during their interventionsAuthority · Last 7 days
  2. France is a Christian land and must preserve this religious heritageTradition · Last 7 days
  3. The high cost of fuel weighs on purchasing power and causes social tensionsEnvironment · Last 7 days
  4. Current society is in cultural and intellectual declineProgress · Last 7 days
  5. Mass immigration threatens the cultural identity and stability of the countryImmigration · Last 7 days
  6. Elections and voting are essential tools for influencing party funding or powerDemocracy · Last 3 months
  7. Rioters and violent protesters must be severely sanctionedAuthority · Last 7 days
  8. Feminism and wokism deconstruct traditional social and family structuresTradition · 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. FRANCE TRAVAIL : RÉVÉLATIONS SUR UNE AFFAIRE D'ÉTATBLAST, Le souffle de l'info · made private · 4 October 2026
  2. Video creator's analysis of the geographical and social origins of the radical leftLAPIN DU FUTUR · unavailable, no reason given · 3 October 2026
  3. ADIEU ET PARDONLAPIN DU FUTUR · made private · 3 October 2026
  4. Street interview in Châtelet on ecology and its political affiliationVA Plus · unavailable, no reason given · 3 October 2026

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

Latest transcripts2 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