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.
Environment
Political sentences about the environment or ecology: climate, energy, nature, green parties.
The last seven days are read again every day. * provisional: part of the period’s videos are still to be transcribed. Greyed out: reading pending.
- 1,268
- political sentences on the theme · videos mostly from September to October 2026
- 221
- sentences read, two draws
Our model is paddling as fast as it can to produce this content. Come back a little later.
The sample is ready: 221 sentences drawn by orientation, channel and video. The reading takes place during the project’s computing slots; next slot tonight at 00:30. Meanwhile, the theme’s clearest sentences are shown below.
- Far right 5.5% 79 videos
- Conservative right 5.3% 1 videos
- Left 6.6% 37 videos
- Manosphere 1.4% 10 videos
- Conspiracism 13.7% 5 videos
- Culture 18.9% 2 videos
Mean share, per video, of the political sentences on the theme; each video counts once, from 20 political sentences.
This split follows the size of each orientation’s corpus: it describes the channel selection, not the weight each side gives the theme.
While the reading is pending, here are the sentences the classifier ties most clearly to the theme, taken from different orientations and channels.
« Une manière de dire la planète, oui, mais pas trop. Les mesures pour lutter contre le réchauffement climatique, oui, tant que ça ne dérange pas les patrons. »
« Je n'entends pas aucun parti, je dis bien aucun parti actuellement, dire qu'on va sortir de la bourse de carbone. Alors, quand quelqu'un provincial dit qu'on ne veut plus de taxes de carbone, c'est correct, mais ça c'est fédéral la taxe de carbone. »
« Mais sans insister sur le fait que la Chine, elle aussi, est un petit peu responsable des mauvais comportements sur l'écologie. Et la Chine n'en a rien à péter. »
« Est-ce que le fait de couper la taxe sur le carbone, c'est bon? La réponse est oui, parce que c'est bidon, les histoires de changement climatique, puis de mettre des taxes quand tu es tout seul dans le monde quasiment à mettre des taxes, du coup en Amérique du Nord, à mettre des […] »
« Je ne comprends pas ce qu'il dit. Ah, il casse les voitures des citoyens basiques aussi. »
« So he says that the water example wouldn't disprove his theory. But the stronger criticism is that modern economics does not require a separate substance called labor value underneath prices. »
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.
- Interview with the editors of Terrestres magazine on radical ecology Mediapart · 4 October 2026 · record
- Climat: Quand la peur devient un instrument politique | LE PANEL 30 sept. 2026 Theovox tv · 1 October 2026
- Analysis of the debt crisis and energy challenges in France Front Populaire · 1 October 2026 · record
- Analysis of the Health and Social Impacts of the Pesticide Industry Paroles D'Honneur · 1 October 2026 · record
- Discussion on spiritual hypnosis and the 2026 fuel price crisis Daniel Pilon Chroniqueur Libre-Penseur · 30 September 2026 · record
- Debate on environmental causes of cancer and the influence of pesticides Mediapart · 1 October 2026 · record
- 💧 PSPP promet 85 M$ pour l'eau potable dans Arthabaska-L'Érable! Actualité Politique Du Québec · 2 October 2026
- Le catéchisme écolo lourdingue d'Hollywood… DIGGER | Critique (avec et sans spoil) Plot Time · 30 September 2026
- Street interview on left-wing Christianity and ecology Cathédrale Osseuse · 3 October 2026 · record
- Analysis of the Diesel Price Crisis and the Russian Threat in France Le Fil d'Actu - Officiel · 30 September 2026 · record
62%
50%
50%
49%
44%
38%
38%
36%
30%
30%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