Observatory
YOUPOL / ExploreThemes and arguments.
The arguments put forward or contested in the videos, grouped by theme and by period. Our local model draws them from a sample of political sentences, then they are checked against the sentences; each quote links back to its video.
Progress
Political sentences about progress in a broad sense, technical, human or social.
- 132
- political sentences on the theme
- 42
- sentences read
- Gemma 4 31B
- read on 5 October 2026
- Far right 4.0% 16 videos
- Manosphere 30.3% 1 videos
- Conspiracism 2.8% 3 videos
- Culture 8.5% 1 videos
Mean share, per video, of the political sentences on the theme; each video counts once, from 20 political sentences.
- Far right 82% 108 sentences
- Manosphere 8% 11 sentences
- Conspiracism 5% 6 sentences
- Culture 5% 7 sentences
This split follows the size of each orientation’s corpus. It describes the channel selection, not the weight each side gives the theme.
Arguments come from a sample shared by the territories. Only excerpts from channels in the selected country and their associated arguments are kept here; counts are recalculated.
What is put forward, and by whom.
Each card opens on all its sentences; each quote links back to its video.
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« On n'est pas capable de se battre contre un cycle de 10 à 15 ans. Et là, c'est le cycle de la quatrième révolution industrielle. »
All the sentences (2)- « On n'est pas capable de se battre contre un cycle de 10 à 15 ans. Et là, c'est le cycle de la quatrième révolution industrielle. »Maxime Ouimet · 1 October 2026 ·
- « je n'ai pas vérifié combien d'employés, combien de revenus ça gêneur, ils ne sont pas capables de suivre la transition de la quatrième révolution industrielle. »Maxime Ouimet · 1 October 2026 ·
Where the theme weighs most.
Videos of the last four months, ranked by the share of their political sentences the classifier assigns to the theme; each record opens in a side panel.
- Analysis of Women's Difficulties Regarding Dating and Celibacy Camron Diffusion · 4 October 2026 · record
- GÉNÉRATION SOUS PRESSION; Libres… à quel prix ? | Le Panel 23 sept 2026 Theovox tv · 24 September 2026
- Analysis of the Causes and Manifestations of Rivalry Between Women Camron Diffusion · 27 September 2026 · record
- 24 septembre 2026. Président De L'Association De L’Union-Nationale · 25 September 2026
- Analysis of Technological, Economic, and Political Issues in North America NLB - FreedomNews · 30 September 2026 · record
- Climat: Quand la peur devient un instrument politique | LE PANEL 30 sept. 2026 Theovox tv · 1 October 2026
- Generation Z Sexual Habits, Quebec Secularism, and Muse AI Assistant Le Verbe médias · 1 October 2026 · record
- Ce soir Bill Gates et L’I.A. 09 septembre 2026. Président De L'Association De L’Union-Nationale · 10 September 2026
- Analysis of political, economic, and security news in Quebec and Canada NLB - FreedomNews · 1 October 2026 · record
- Sommes-nous trop surveillés ou pas assez protégés au Québec ? Président De L'Association De L’Union-Nationale · 26 September 2026
30%
24%
18%
15%
10%
9%
8%
7%
5%
5%The percentage is the share of the video’s political sentences assigned to the theme (at least 20 political sentences and 5 on the theme).
The theme, year by year.
Political sentences on the theme by period; click a period to show it. The number also depends on the share of videos transcribed, which varies a lot from year to year.
The theme’s political sentences are drawn at random by period, with quotas per orientation and a cap per channel and per video. Our local model reads the sentences without knowing their channel or orientation, groups those making the same argument, separates those reporting it in order to contest it and sets aside those off the theme. Orientation shares and quotes come from the sentences, never from the model. The last seven days are read again every day.
The detail in the method