Observatory

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Left France YouTube Clément Viktorovitch published 6 October 2026

Analysis of political and rhetorical sequences in the show Les Perles

Original title: MAGIQUE : deux députés s'humilient en débat - Les Perles

  • 48,045views at the last measurement
  • 20 minof video
  • 163transcribed sentences
  • 49%political sentences
  • 208comments stored
  • 6 October 2026metadata last updated
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Audience measured

48,045
views at the last measurement
4,370
likes
171
comments announced
1
measurement · last on 6 October

Audience measured at discovery, then at day 1, 7 and 30 and during the monthly passes.

Transcript and analysis

transcribed
on 6 October 2026
163
transcribed sentences
49%
political · 80 sentences
7
speakers · main one 84%
291
comment sentences · 7% political

The text of transcripts and comments is not published here; it is accessible to research projects through the explorer and the API. Access

The content synthesis proposed by our local model

The video creator comments on several recent media clips to highlight their awkwardness. He first analyzes a debate between Julien Roduel and Pierre Cazeneuve regarding national priority in social housing, claiming the former sets a rhetorical trap that the latter falls into. He then criticizes a pronunciation error by an RFI journalist concerning the Saxony-Anhalt region. The creator further denounces Bruno Le Maire's proposal to reduce parliamentarians' amendment powers over the budget, viewing it as an anti-democratic measure. Finally, he questions Raphaël Glucksmann's rhetoric and the launch of a right-wing ecology think tank based on opposition to Sandrine Rousseau.

How the records are written

Summary generated by our model on 6 October 2026 at 20:36 from the transcript of the following video, then checked against it:

Claims made

  1. La priorité nationale dans l'accès au logement est une mesure xénophobe et raciste.Equality and discrimination · speaker A
  2. Limiter le pouvoir d'amendement budgétaire des parlementaires revient à entraver leur capacité à proposer des politiques nouvelles.Institutions and democracy · speaker A
  3. Le think tank Écologie responsable manque de cohérence car il ne traite pas de sujets environnementaux.Environment and energy · speaker A

Claims found by the model, attributed to an anonymous speaker (A, B…). The topic of each claim is its own subject, not the video’s. Each claim opens with the video, to watch.

Measured themes

  1. Democracy23.8%typ. 12.8%
  2. Environment10.0%typ. 4.7%
  3. Technology8.8%typ. 4.1%
  4. Distrust of the state6.2%typ. 3.6%
  5. Tradition5.0%typ. 2.8%
  6. Immigration3.8%typ. 3.8%
  7. Equality and inequality2.5%typ. 4.4%
  8. Progress1.2%typ. 3.4%
  9. Authority0.0%typ. 10.8%

Share of the video’s political sentences the classifier assigns to each theme. The grey mark gives the mean share in a video of the same orientation, the same year. French-language channels only.

Public figures named

Bruno Le MaireJean-Luc MélenchonRaphaël GlucksmannSandrine RousseauValérie Pécresse

Names found by the automatic record and checked in the transcript; a linked name opens the public figure’s record (closed list).

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Go further

The full transcript, the classified sentences and the comments of this video are open to research projects and journalists, through the explorer and the API, under fair dealing for research; nothing is redistributed as such nor for commercial purposes.

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