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
3.4M
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.

255
videos published
114
transcribed
4
records
42
hours of speech
66.5M
views
The synthesis of the week
France, Quebec and United States · 29 September – 5 October 2026
Period
The synthesis proposed by our local model · last 7 days

Writings attributed to Jordan Bardella and electoral disputes in Quebec

France Mediapart reports the existence of antisemitic writings attributed to Jordan Bardella between 2013 and 2015 and mentions an influence from Alain Soral. Jordan Bardella denies authorship of these words and denounces a "barbouserie operation." Additionally, Vincent Lapierre documents a rise in crime in La Souterraine, where a speaker attributes the unrest to "migrants." Meanwhile, GoldenBoy describes the use of force by some protesters during student mobilizations in Saint-Denis as "fascism."

Quebec The Président De L'Association De L’Union-Nationale denounces irregularities and "schemes" in the Quebec electoral system, particularly regarding manual counting. On a social level, Camron Diffusion claims that female celibacy results from a rejection of average men and the influence of feminism. Finally, Daniel Pilon Chroniqueur Libre-Penseur argues that the rise in fuel prices is organized by "globalists."

United States Breaking Points analyzes a disappointing October 2026 employment report and reports on a Donald Trump rally in Oklahoma. Breaking Points also mentions an attempted hijacking of a Dubai-Tel Aviv flight, claiming that Benjamin Netanyahu's camp is using the incident for political purposes. Separately, PowerfulJRE features a former officer claiming the government is hiding non-human origin craft.

Generated by our model on 5 October 2026 at 03:53 from the 101 following videos:

The synthesis in full and the daily syntheses

Topics of the claims in 256 records: Institutions and democracy (16%), Economy and labour (13%), Security and justice (12%), Education and culture (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.

United States255 videos
The themes, month by month Since 2016

Coming soon: the theme classifiers are trained on French, and 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 1,224
  2. Jeffrey Epstein 96
  3. Joe Biden 72
  4. Barack Obama 42
  5. Ben Shapiro 41
  6. Zohran Mamdani 40

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

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.
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