Observatory

YOUPOL / Explore

Left France YouTube BLAST, Le souffle de l'info published 25 October 2021

FRANCE, QATAR, LIBYE : LES CODES-BARRES DE LA CORRUPTION

  • 614,355views at the last measurement
  • 57 minof video
  • 265transcribed sentences
  • 60%political sentences
  • 1,473comments stored
  • 28 April 2026metadata last updated

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Audience measured

614,355
views at the last measurement
16,912
likes
1,400
comments announced
1
measurement · last on 20 July

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

Transcript and analysis

transcribed
on 21 July 2026
265
transcribed sentences
60%
political · 159 sentences
7
speakers · main one 43%
2,476
comment sentences · 27% 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. Democracy15.7%typ. 11.8%
  2. Authority6.3%typ. 10.0%
  3. Immigration3.1%typ. 2.3%
  4. Technology3.1%typ. 5.5%
  5. Environment1.3%typ. 10.3%
  6. Equality and inequality0.0%typ. 4.1%
  7. Progress0.0%typ. 3.7%
  8. Tradition0.0%typ. 2.5%
  9. Distrust of the state0.0%typ. 4.4%

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 BLAST, Le souffle de l'info

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  3. Satirical sequence on the behavior of a police officer3 October 2026 · 13.8k views · record
  4. Analysis of Nathalie Arthaud's candidacy and French political news2 October 2026 · 173k views · record
  5. High school mobilizations and blockades regarding teaching conditions2 October 2026 · 111k views · record
  6. Analysis of far-right rhetoric and actions and the Macron government1 October 2026 · 151k views · record

The same week, elsewhere

  1. ZEMMOUR sur les boucheries HALAL à DrancyVA Plus · 26 October 2021 · 932k views
  2. Usul. À quoi sert une candidature Poutou ?Mediapart · 25 October 2021 · 594k views
  3. ÉLECTRICITÉ ⚡️ CE DOGME STUPIDE QUI PERMET D'ARNAQUER LES FRANÇAIS ...2 FOISTatiana Ventôse · 22 October 2021 · 400k views
  4. Au cœur des forces spéciales avec un ex commando marine | Louis SaillansFrontières • Livre Noir · 24 October 2021 · 372k views
  5. Comment relancer son métabolisme et ENFIN perdre du poidsNaj B Fit · 27 October 2021 · 288k views
  6. ON S'ENTRAINE CHEZ UN COACH DE MMA Feat TENGO et CLEMENT MARCOUBAPTISTENTX · 28 October 2021 · 268k 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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