Observatory

YOUPOL / Explore

Left France YouTube Zawa Prod published 7 August 2025

CLÉMENCE GUETTÉ dévoile les SECRETS de la POLITIQUE

  • 45,143views at the last measurement
  • 46 minof video
  • 536transcribed sentences
  • 28%political sentences
  • 160comments stored
  • 29 April 2026metadata last updated

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Audience measured

45,143
views at the last measurement
1,372
likes
161
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 29 April 2026
536
transcribed sentences
28%
political · 152 sentences
6
speakers · main one 52%
225
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 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. Democracy17.1%typ. 12.2%
  2. Environment5.9%typ. 5.3%
  3. Authority4.6%typ. 10.6%
  4. Equality and inequality4.6%typ. 4.4%
  5. Progress3.3%typ. 4.3%
  6. Distrust of the state3.3%typ. 5.0%
  7. Tradition2.0%typ. 3.4%
  8. Technology1.3%typ. 4.7%
  9. Immigration0.7%typ. 3.8%

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

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  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
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  6. MATRIX nous avait prévenus… (Et la Bible aussi) | LUXURE et DISTRACTION = MORTKillian Sensei - L'HEYOKAGE · 10 August 2025 · 154k 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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