Observatory

YOUPOL / Explore

Left France YouTube Zawa Prod published 27 April 2025

Ousama Ammar DÉBAT avec le CANARD REFRACTAIRE (WTF)

  • 82,111views at the last measurement
  • 40 minof video
  • 419transcribed sentences
  • 25%political sentences
  • 252comments stored
  • 30 April 2026metadata last updated

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Audience measured

82,111
views at the last measurement
2,172
likes
257
comments announced
1
measurement · last on 19 July

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

Transcript and analysis

transcribed
on 28 July 2026
419
transcribed sentences
25%
political · 104 sentences
5
speakers · main one 40%
458
comment sentences · 11% 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 synthesis of the content produced by our local model

Transcribed video; the record is not planned: records cover videos published since 26 September 2026.

Measured themes

  1. Distrust of the state26.9%typ. 5.0%
  2. Technology17.3%typ. 4.7%
  3. Environment8.7%typ. 5.3%
  4. Progress5.8%typ. 4.3%
  5. Authority3.8%typ. 10.6%
  6. Democracy2.9%typ. 12.2%
  7. Equality and inequality1.9%typ. 4.4%
  8. Immigration1.0%typ. 3.8%
  9. Tradition1.0%typ. 3.4%

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

Also on Zawa Prod

  1. Analysis of clashes between high school students and police and media criticism4 October 2026 · 8.9k views · record
  2. Discussion on high school blockades and Jean-Luc Mélenchon's political strategy3 October 2026 · 5k views · record
  3. Analysis of police reports on high school mobilizations in Seine-Saint-Denis2 October 2026 · 64.1k views · record
  4. Discussion on high school blockades and the government response30 September 2026 · 86.6k views · record
  5. Commentary on a debate between candidates for the Socialist Party primary29 September 2026 · 92.9k views · record
  6. Il fait ZÉRO effort pour espionner ses EMPLOYÉS (il est cramé...)24 September 2026 · 87.1k views

The same week, elsewhere

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  3. COMMENT LES ULTRAS RICHES DÉTRUISENT LA PLANÈTE ET SE PRÉPARENT À L’APOCALYPSEBLAST, Le souffle de l'info · 28 April 2025 · 474k views
  4. NUCLÉAIRE IRANIEN : LE REVIREMENT INATTENDU DE TRUMPBLAST, Le souffle de l'info · 25 April 2025 · 236k views
  5. LE SECRET DE TWIN PEAKSBLAST, Le souffle de l'info · 27 April 2025 · 183k views
  6. POURQUOI NOTRE DÉSIR DE NOUVEAUTÉ EST UNE FABRICATION DU CAPITALISMEBLAST, Le souffle de l'info · 29 April 2025 · 131k views

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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