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
5
records
54
hours of speech
85.8M
views
The synthesis of the week
United States · 29 September – 5 October 2026
The synthesis proposed by our local model · last 7 days

September 2026 Employment Report and Claude AI Morality

The September 2026 employment report shows figures lower than expected. Breaking Points analyzes the impact of these data on markets and Donald Trump's strategy, specifically his rally in Oklahoma. One speaker on the channel claims that Donald Trump organizes rallies in safe states to stay in his comfort zone, while another argues that organizing paid dinners for crypto investors demonstrates a lack of ethics.

Anthropic has consulted religious experts to integrate morality into its AI, Claude. According to, Anthropic's co-founder envisions the possibility of consciousness for the AI. A speaker asserts that these steps prove the creators no longer master their technology and maintains that AI cannot be human because it lacks mortality.

Summary generated by our model on 5 October 2026 at 12:31 from the 2 following videos:

The synthesis in full and the daily syntheses

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
April 2025 – October 2026 · mean share, per video, of the political sentences on each theme
Orientation
  1. Democracy 23.8%
  2. Distrust of the state 12.8%
  3. Environment 12.2%
  4. Technology 6.7%
  5. Progress 4.4%
  6. Authority 4.3%
  7. Immigration 4.2%
  8. Tradition 3.0%
  9. Equality and inequality 1.2%

Mean over 11 videos in October 2026. Each video counts once. Since 2016

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
  1. Some political actors seek to establish authoritarian control over the army and administrationAuthority · 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

No recent removal observed.

Latest transcripts4 h ago
Updated every hour; the last seven days, recomputed every day. The collection figures are in the counter, bottom left.
Project paper